From b2d55e52eca45488854ce77244c31f668ea823fd Mon Sep 17 00:00:00 2001 From: natan Date: Tue, 3 Jan 2023 21:56:00 +0200 Subject: [PATCH 01/21] Refactoring the State model --- Models/State.py | 114 +++++++++++++++++++++++------------------------- 1 file changed, 54 insertions(+), 60 deletions(-) diff --git a/Models/State.py b/Models/State.py index cd424cf..691b258 100644 --- a/Models/State.py +++ b/Models/State.py @@ -3,8 +3,8 @@ from random import randint, uniform import numpy as np -from Game_and_Graphics import BOARD_SIZE, screen, BACKGROUND_COLOR, \ - draw_best_weights, py, swipe_left +from Game_and_Graphics import BOARD_SIZE, screen, BACKGROUND_COLOR, draw_best_weights, py, \ + swipe_left from Models.Tile import Tile from Utils.Constants import WINDOW_WIDTH, Color, Font @@ -18,20 +18,20 @@ class State: self.board = deepcopy(b) else: self.board = np.zeros([BOARD_SIZE, BOARD_SIZE], dtype=Tile) + for row in range(BOARD_SIZE): for col in range(BOARD_SIZE): if b is not None: if type(b[0][0]) == Tile: self.board[row][col] = deepcopy(b[row][col]) else: - self.board[row][col] = ( - Tile(value=b[row][col]) if type( - b) == list else Tile() - ) + self.board[row][col] = Tile(value=b[row][col]) if type(b) == list \ + else Tile() else: self.board[row][col] = Tile() self.score = 0 if s is None else s + if w is not None: self.weights = w @@ -57,16 +57,19 @@ class State: """The function sums the empty tiles (0 values). :return The sum.""" num = 0 + for i in range(BOARD_SIZE): for j in range(BOARD_SIZE): if self.board[i][j].value == 0: num += 1 + return num def best_tile(self): """The function finds the highest value in the board. :return The value.""" best = 0 + for i in range(BOARD_SIZE): for j in range(BOARD_SIZE): if self.board[i][j].value > best: @@ -77,6 +80,7 @@ class State: def different_tiles(self): """The function finds how many tiles are in the board.""" tiles = {} + for i in range(BOARD_SIZE): for j in range(BOARD_SIZE): if not self.board[i][j].value in tiles: @@ -93,28 +97,28 @@ class State: def make_direction_boards_and_scores(self): """The function makes a list of all the possible boards that can be from swiping the - board to each direction, and the updates score. :return The list.""" + board to each direction, and the updates score. + :return The list.""" direction_boards_and_score = [] - left_and_score = self.left_board() + if type(left_and_score) is not None: - direction_boards_and_score.append( - [left_and_score[0], left_and_score[1]]) + direction_boards_and_score.append([left_and_score[0], left_and_score[1]]) up_and_score = self.up_board() + if type(up_and_score) is not None: - direction_boards_and_score.append( - [up_and_score[0], up_and_score[1]]) + direction_boards_and_score.append([up_and_score[0], up_and_score[1]]) right_and_score = self.right_board() + if type(right_and_score) is not None: - direction_boards_and_score.append( - [right_and_score[0], right_and_score[1]]) + direction_boards_and_score.append([right_and_score[0], right_and_score[1]]) down_and_score = self.down_board() + if type(down_and_score) is not None: - direction_boards_and_score.append( - [down_and_score[0], down_and_score[1]]) + direction_boards_and_score.append([down_and_score[0], down_and_score[1]]) return direction_boards_and_score @@ -122,54 +126,44 @@ class State: """The function creates a board that was swiped to the left. :return The board and its score, and if the board is a losing one, then None.""" left = State(b=deepcopy(self.board), s=deepcopy(self.score)) + if not left.is_lose(): left = swipe_left(left) + return left.board, left.score - else: - return None def right_board(self): """The function creates a board that was swiped to the right. :return The board and its score, and if the board is a losing one, then None.""" - right = State( - b=[deepcopy(self.board)[i][::-1] for i in range(BOARD_SIZE)], - s=deepcopy(self.score), - ) + right = State(b=[deepcopy(self.board)[i][::-1] for i in range(BOARD_SIZE)], + s=deepcopy(self.score)) + if not right.is_lose(): right = swipe_left(right) - return ( - np.array([right.board[i][::-1] for i in range(BOARD_SIZE)]), - right.score, - ) - else: - return None + + return np.array([right.board[i][::-1] for i in range(BOARD_SIZE)]), right.score def up_board(self): """The function creates a board that was swiped up. :return The board and its score, and if the board is a losing one, then None.""" - up = State(b=np.transpose(deepcopy(self.board)), - s=deepcopy(self.score)) + up = State(b=np.transpose(deepcopy(self.board)), s=deepcopy(self.score)) + if not up.is_lose(): up = swipe_left(up) + return deepcopy(np.transpose(up.board)), up.score - else: - return None def down_board(self): """The function creates a board that was swiped down. :return The board and its score, and if the board is a losing one, then None.""" - down = State( - b=[np.transpose(deepcopy(self.board))[i][::-1] for i in - range(BOARD_SIZE)], - s=deepcopy(self.score), - ) + down = State(b=[np.transpose(deepcopy(self.board))[i][::-1] for i in range(BOARD_SIZE)], + s=deepcopy(self.score)) + if not down.is_lose(): down = swipe_left(down) - down.board = np.array( - [down.board[i][::-1] for i in range(BOARD_SIZE)]) + down.board = np.array([down.board[i][::-1] for i in range(BOARD_SIZE)]) + return np.transpose(down.board), down.score - else: - return None def set_board(self, other): """The function sets the given board to the board attribute.""" @@ -186,10 +180,7 @@ class State: py.draw.rect(screen, (255, 255, 255), (0, 0, WINDOW_WIDTH, 49)) score = f"{self.score:,d}" - screen.blit(Font.BIG_FONT.value.render("SCORE: " + score, True, - Color.BLACK.value), - (0, - 5)) + screen.blit(Font.BIG_FONT.value.render("SCORE: " + score, True, Color.BLACK.value), (0, 5)) if weights is not None: draw_best_weights(weights, best) @@ -203,20 +194,15 @@ class State: def can_merge(self): """The function checks if the board can be merged to some direction. :return True if it can, else False.""" - boards = [ - self.board, - np.transpose(self.board), - [np.transpose(self.board)[i][::-1] for i in range(BOARD_SIZE)], - [self.board[i][::-1] for i in range(BOARD_SIZE)], - ] + boards = [self.board, np.transpose(self.board), + [np.transpose(self.board)[i][::-1] for i in range(BOARD_SIZE)], + [self.board[i][::-1] for i in range(BOARD_SIZE)]] + for direction_board in boards: for i in range(BOARD_SIZE): for j in range(BOARD_SIZE - 1): - if ( - direction_board[i][j] != 0 - and direction_board[i][j] == direction_board[i][ - j + 1] - ): + if direction_board[i][j] != 0 \ + and direction_board[i][j] == direction_board[i][j + 1]: return True return False @@ -228,6 +214,7 @@ class State: for tile in row: if tile == 0: return False + return True def set_score(self, score): @@ -253,6 +240,7 @@ class State: """The function makes a dictionary in which the keys are the tile values, and the values are the amount of tiles of this key. :return The dictionary.""" tile_dict = {128: 0, 256: 0, 512: 0, 1024: 0, 2048: 0} + for row in self.board: for tile in row: if tile.value >= 128: @@ -263,24 +251,30 @@ class State: def __eq__(self, other): """The function checks if the state is equal to the other state or board. :return True if it tha same, else False.""" + for i in range(BOARD_SIZE): for j in range(BOARD_SIZE): - if type(other) != type(self) and self.board[i][j] != other[i][ - j]: + if type(other) != type(self) and self.board[i][j] != other[i][j]: return False - if type(other) == type(self) and self.board[i][j] != \ - other.board[i][j]: + + if type(other) == type(self) and self.board[i][j] != other.board[i][j]: return False + return True def __str__(self): """The function prints the state.""" print("--------------------------\n\t-----------------") + for row in range(BOARD_SIZE): print("\t", end="") + for col in range(BOARD_SIZE): tile = self.board[row][col] print(tile, end="") + print("|\n\t-----------------") + print("SCORE: " + str(self.score)) + return "--------------------------" -- GitLab From d1a77481f375ca409a8e64867e910262e4cdc1c3 Mon Sep 17 00:00:00 2001 From: natan Date: Wed, 4 Jan 2023 17:47:34 +0200 Subject: [PATCH 02/21] Creating Board model --- Algorithms/Expectimax/Expectimax.py | 65 +++++---- Algorithms/Expectimax/Maximaizer/Maximaize.py | 82 ++++++------ Algorithms/Expectimax/Minimaizer/Minimaize.py | 6 +- Main.py | 2 +- Models/State.py | 122 ++++++----------- Models/board.py | 124 ++++++++++++++++++ Utils/Helpers.py | 6 + 7 files changed, 250 insertions(+), 157 deletions(-) create mode 100644 Models/board.py diff --git a/Algorithms/Expectimax/Expectimax.py b/Algorithms/Expectimax/Expectimax.py index a71e395..2ffc9c8 100644 --- a/Algorithms/Expectimax/Expectimax.py +++ b/Algorithms/Expectimax/Expectimax.py @@ -1,4 +1,3 @@ -from Algorithms.Expectimax.Maximaizer.Maximaize import maximize from Game_and_Graphics import BOARD_SIZE, np from Models.State import State @@ -6,44 +5,61 @@ from Models.State import State # Expectimax Algorithm With Optional Alpha-Beta Pruning and Transposition Table -def check_final_states(state, depth, max_or_min, nodes, weights, transposition_table, watched_boards): - """Check the final state from the search tree. If the state is losing one, the function will return infinity and - statistics, and if it just got to the maximum depth, the function will return the state with its heuristic value - and statistics.""" +def check_final_state(state, depth, max_or_min, nodes, weights, transposition_table, + watched_boards): + """Check the final state from the search tree. If the state is losing one, the function will + return infinity and statistics, and if it just got to the maximum depth, the function will + return the state with its heuristic value and statistics.""" if state.is_lose(): return [None, float("-inf" if max_or_min == "MAX" else "inf"), state.score, nodes, []] if depth == 0: if transposition_table: watched_boards.append(state.board) + return [state.board, heuristic(state, weights), state.score, nodes, watched_boards] return "NOT FINAL" -def final_direction_children_and_scores(state): - """The function checks if the possible direction boards from the given state are possible (if everyone is different - from the given state). It returns a list of the possible direction boards.""" - possible_direction_boards_and_scores = state.make_direction_boards_and_scores() - final_direction_boards_and_scores = [] +def get_possible_unique_direction_boards(state): + """The function checks if the possible direction boards from the given state are possible (if + everyone is different from the given state). It returns a list of the possible direction + boards.""" + + def check_child_different_from_parent_state(direction_board_and_score): + board, score = direction_board_and_score + child = State(b=board, s=score) + + return child != state - for direction_board_and_score in possible_direction_boards_and_scores: - child = State(b=direction_board_and_score[0], s=direction_board_and_score[1]) + possible_direction_boards = state.get_possible_direction_boards() - if child != state: - final_direction_boards_and_scores.append([direction_board_and_score[0], direction_board_and_score[1]]) + unique_direction_boards = list(filter(check_child_different_from_parent_state, + possible_direction_boards)) - return final_direction_boards_and_scores + # for direction_board_and_score in possible_direction_boards_and_scores: + # child = State(b=direction_board_and_score[0], s=direction_board_and_score[1]) + # + # if child != state: + # unique_direction_boards.append([direction_board_and_score[0], + # direction_board_and_score[1]]) + + return unique_direction_boards def next_move(state, depth, alpha_beta, transposition_table, weights, watched_boards): - """The function checks what is the best next move from the given state. It uses the Maximize function in order to do - that, and returns the best state with the number of nodes developed and the boards the function visited. If the - best state is a losing one, it will return "LOSE".""" + """The function checks what is the best next move from the given state. It uses the Maximize + function in order to do that, and returns the best state with the number of nodes developed + and the boards the function visited. If the best state is a losing one, it will return + "LOSE".""" + from Algorithms.Expectimax.Maximaizer.Maximaize import maximize + if state.is_lose(): return "LOSE" - m = maximize(state, float("-inf"), float("inf"), depth, alpha_beta, transposition_table, 0, weights, watched_boards) + m = maximize(state, float("-inf"), float("inf"), depth, alpha_beta, transposition_table, 0, + weights, watched_boards) if len(m) != 5: return "LOSE" @@ -52,12 +68,11 @@ def next_move(state, depth, alpha_beta, transposition_table, weights, watched_bo def heuristic(state, weights=None): - """The function evaluates how good the given state is. It uses 4 parameters to determinate it: - 1) The highest value on the board. - 2) The average of the empty tiles taking into account the average of the valuable tiles. - 3) The row or column growth. - 4) The best merge. - The function return a number (according to the given weights, if given) that represents the value of the state.""" + """The function evaluates how good the given state is. It uses 4 parameters to determinate + it: 1) The highest value on the board. 2) The average of the empty tiles taking into account + the average of the valuable tiles. 3) The row or column growth. 4) The best merge. The + function return a number (according to the given weights, if given) that represents the value + of the state.""" w = np.ones([4], dtype=int) if weights is None else weights board = state.board diff --git a/Algorithms/Expectimax/Maximaizer/Maximaize.py b/Algorithms/Expectimax/Maximaizer/Maximaize.py index b280e42..1edb99f 100644 --- a/Algorithms/Expectimax/Maximaizer/Maximaize.py +++ b/Algorithms/Expectimax/Maximaizer/Maximaize.py @@ -1,41 +1,36 @@ from random import choice +from Algorithms.Expectimax.Expectimax import check_final_state, get_possible_unique_direction_boards from Algorithms.Expectimax.Minimaizer.Minimaize import minimize from Models.State import State from Utils.Helpers import in_watched_boards -def loop_direction_children(final_direction_boards_and_scores, alpha, beta, - depth, alpha_beta, transposition_table, - nodes, weights, watched_boards): - """The function goes over each child node of the random tile node (a board after a swipe to each possible - direction). It continues the recursive loop ot the algorithm, and returns the board with the highest value and - statistics.""" +def loop_direction_children(unique_direction_boards, alpha, beta, depth, alpha_beta, + transposition_table, nodes, weights, watched_boards): + """The function goes over each child node of the random tile node (a board after a swipe to + each possible direction). It continues the recursive loop ot the algorithm, and returns the + board with the highest value and statistics.""" best_direction_board = None best_value = float("-inf") best_score = None - for i in range(len(final_direction_boards_and_scores)): + for i in range(len(unique_direction_boards)): nodes += 1 - direction_board = final_direction_boards_and_scores[i][0] - - s = State(b=direction_board, s=final_direction_boards_and_scores[i][1]) - - if not s.is_full(): - board, value, score, nodes, watched_boards = minimize(s, alpha, - beta, - depth - 1, - alpha_beta, - transposition_table, - nodes, - weights, - watched_boards) + direction_board = unique_direction_boards[i] + + s = State(b=direction_board) + + if not s.board().is_full(): + board, value, score, nodes, watched_boards = minimize(s, alpha, beta, depth - 1, + alpha_beta, transposition_table, + nodes, weights, watched_boards) if board is not None: if value > best_value: if transposition_table: - if not in_watched_boards(direction_board, - watched_boards): - best_direction_board, best_value, best_score = direction_board, value, score + if not in_watched_boards(direction_board, watched_boards): + best_direction_board, best_value, best_score = direction_board, value, \ + score watched_boards.append(best_direction_board) else: best_direction_board, best_value, best_score = direction_board, value, score @@ -48,9 +43,9 @@ def loop_direction_children(final_direction_boards_and_scores, alpha, beta, alpha = best_value if best_direction_board is None: - best_direction_board = choice(final_direction_boards_and_scores)[0] + best_direction_board = choice(unique_direction_boards)[0] - for board_and_score in final_direction_boards_and_scores: + for board_and_score in unique_direction_boards: if State(b=board_and_score[0]) == State(b=best_direction_board): best_score = board_and_score[1] @@ -59,30 +54,29 @@ def loop_direction_children(final_direction_boards_and_scores, alpha, beta, def maximize(state, alpha, beta, depth, alpha_beta, transposition_table, nodes, weights, watched_boards): - """The function checks if the given state is a final state, checks what are its possible direction boards, and loops - over them. It returns the board with the highest value and statistics.""" - from Algorithms.Expectimax.Expectimax import ( - check_final_states, final_direction_children_and_scores) - - # Check for final states: - final = check_final_states( - state, depth, "MAX", nodes, weights, transposition_table, - watched_boards) + """The function checks if the given state is a final state, checks what are its possible + direction boards, and loops over them. It returns the board with the highest value and + statistics.""" + + # Check for final state: + final = check_final_state(state, depth, "MAX", nodes, weights, transposition_table, + watched_boards) + # If final state: if final != "NOT FINAL": return final - # Check every child of this state - if swipe to his direction doesn't result in the same state, meaning tiles can be - # moved in this direction, the child will be added to the final direction boards list. - final_direction_boards_and_scores = final_direction_children_and_scores( - state) - if len(final_direction_boards_and_scores) == 0 or \ - final_direction_boards_and_scores[0] is None: - return final_direction_boards_and_scores + # Check every child of this state - if swipe to this direction doesn't result in the same + # state, meaning tiles can be moved in this direction, the child will be added to the final + # direction boards list. + unique_direction_boards = get_possible_unique_direction_boards(state) + + if unique_direction_boards is None or len(unique_direction_boards) == 0: + return unique_direction_boards - # Loop through every final child (direction) of the state. If the child's board isn't full, the Minimize function is - # called and the value of the child is returned recursively. + # Loop through every final child (direction) of the state. If the child's board isn't full, + # the Minimize function is called and the value of the child is returned recursively. alpha, beta, depth, best_value, best_direction_board, best_score, nodes, watched_boards = \ - loop_direction_children(final_direction_boards_and_scores, alpha, beta, + loop_direction_children(unique_direction_boards, alpha, beta, depth, alpha_beta, transposition_table, nodes, weights, watched_boards) diff --git a/Algorithms/Expectimax/Minimaizer/Minimaize.py b/Algorithms/Expectimax/Minimaizer/Minimaize.py index c58b4c6..58ef886 100644 --- a/Algorithms/Expectimax/Minimaizer/Minimaize.py +++ b/Algorithms/Expectimax/Minimaizer/Minimaize.py @@ -41,7 +41,7 @@ def loop_random_tile_children( watched_boards, ) value, score, nodes = (0.9 if i % 2 == 0 else 0.1) * maxi[1], maxi[2], \ - maxi[3] + maxi[3] watched_boards = maxi[4] if value < worst_value: @@ -89,10 +89,10 @@ def minimize( ): """The function checks if the given state is a final state, loops over its children and returns the board with the lowest value and statistics.""" - from Algorithms.Expectimax.Expectimax import check_final_states + from Algorithms.Expectimax.Expectimax import check_final_state # Check for final states: - final = check_final_states( + final = check_final_state( state, depth, "MIN", nodes, weights, transposition_table, watched_boards ) diff --git a/Main.py b/Main.py index 3282d19..e27468f 100644 --- a/Main.py +++ b/Main.py @@ -1,4 +1,3 @@ -from Algorithms.Expectimax.Expectimax import next_move from Algorithms.Genetic.GeneticAlgorithm import ( find_best_weights, prepare_board, sleep, write_statistics_to_excel_file) from Menu import game_over_screen @@ -11,6 +10,7 @@ def play_game(alg, depth, alpha_beta, transposition_table, weights=None): weights. In the end, it writes the statistics to the Statistics File. :return The "game over" screen, or (True, 0) if the player exits the program in some way.""" import pygame as py + from Algorithms.Expectimax.Expectimax import next_move best = False if weights is not None: diff --git a/Models/State.py b/Models/State.py index 691b258..e95b29a 100644 --- a/Models/State.py +++ b/Models/State.py @@ -6,31 +6,15 @@ import numpy as np from Game_and_Graphics import BOARD_SIZE, screen, BACKGROUND_COLOR, draw_best_weights, py, \ swipe_left from Models.Tile import Tile +from Models.board import Board from Utils.Constants import WINDOW_WIDTH, Color, Font class State: - def __init__(self, b=None, s=None, w=None): + def __init__(self, b=None, w=None): """The function creates a State object. Each attribute can be given, or made by the function.""" - - if type(b) == np.ndarray: - self.board = deepcopy(b) - else: - self.board = np.zeros([BOARD_SIZE, BOARD_SIZE], dtype=Tile) - - for row in range(BOARD_SIZE): - for col in range(BOARD_SIZE): - if b is not None: - if type(b[0][0]) == Tile: - self.board[row][col] = deepcopy(b[row][col]) - else: - self.board[row][col] = Tile(value=b[row][col]) if type(b) == list \ - else Tile() - else: - self.board[row][col] = Tile() - - self.score = 0 if s is None else s + self.board = Board(b) if w is not None: self.weights = w @@ -42,12 +26,12 @@ class State: for i in range(BOARD_SIZE): for j in range(BOARD_SIZE): - if self.board[i][j] == 0: - b = deepcopy(self.board) + if self.board.board()[i][j] == 0: + b = deepcopy(self.board.board()) b[i][j] = Tile(value=2) tile_boards.append(b) - b = deepcopy(self.board) + b = deepcopy(self.board.board()) b[i][j] = Tile(value=4) tile_boards.append(b) @@ -60,7 +44,7 @@ class State: for i in range(BOARD_SIZE): for j in range(BOARD_SIZE): - if self.board[i][j].value == 0: + if self.board.board()[i][j].value == 0: num += 1 return num @@ -72,8 +56,8 @@ class State: for i in range(BOARD_SIZE): for j in range(BOARD_SIZE): - if self.board[i][j].value > best: - best = deepcopy(self.board[i][j].value) + if self.board.board()[i][j].value > best: + best = deepcopy(self.board.board()[i][j].value) return best @@ -83,50 +67,46 @@ class State: for i in range(BOARD_SIZE): for j in range(BOARD_SIZE): - if not self.board[i][j].value in tiles: - tiles[self.board[i][j].value] = 1 + if not self.board.board()[i][j].value in tiles: + tiles[self.board.board()[i][j].value] = 1 else: - tiles[self.board[i][j].value] += 1 + tiles[self.board.board()[i][j].value] += 1 return len(tiles) - def is_lose(self): - """The function checks if the boards is a losing one. - :return True of the boards is full and can't be merged to no direction, else False.""" - return self.is_full() and not self.can_merge() - - def make_direction_boards_and_scores(self): + def get_possible_direction_boards(self): """The function makes a list of all the possible boards that can be from swiping the board to each direction, and the updates score. :return The list.""" - direction_boards_and_score = [] - left_and_score = self.left_board() - - if type(left_and_score) is not None: - direction_boards_and_score.append([left_and_score[0], left_and_score[1]]) - - up_and_score = self.up_board() - - if type(up_and_score) is not None: - direction_boards_and_score.append([up_and_score[0], up_and_score[1]]) - - right_and_score = self.right_board() - - if type(right_and_score) is not None: - direction_boards_and_score.append([right_and_score[0], right_and_score[1]]) - - down_and_score = self.down_board() - - if type(down_and_score) is not None: - direction_boards_and_score.append([down_and_score[0], down_and_score[1]]) - - return direction_boards_and_score + return self.board.get_possible_direction_boards() + # direction_boards_and_score = [] + # left_and_score = self.left_board() + # + # if type(left_and_score) is not None: + # direction_boards_and_score.append([left_and_score[0], left_and_score[1]]) + # + # up_and_score = self.up_board() + # + # if type(up_and_score) is not None: + # direction_boards_and_score.append([up_and_score[0], up_and_score[1]]) + # + # right_and_score = self.right_board() + # + # if type(right_and_score) is not None: + # direction_boards_and_score.append([right_and_score[0], right_and_score[1]]) + # + # down_and_score = self.down_board() + # + # if type(down_and_score) is not None: + # direction_boards_and_score.append([down_and_score[0], down_and_score[1]]) + # + # return direction_boards_and_score def left_board(self): """The function creates a board that was swiped to the left. :return The board and its score, and if the board is a losing one, then None.""" - left = State(b=deepcopy(self.board), s=deepcopy(self.score)) - + # left = State(b=deepcopy(self.board), s=deepcopy(self.score)) + left = deepcopy(self.board) if not left.is_lose(): left = swipe_left(left) @@ -191,32 +171,6 @@ class State: py.display.flip() - def can_merge(self): - """The function checks if the board can be merged to some direction. - :return True if it can, else False.""" - boards = [self.board, np.transpose(self.board), - [np.transpose(self.board)[i][::-1] for i in range(BOARD_SIZE)], - [self.board[i][::-1] for i in range(BOARD_SIZE)]] - - for direction_board in boards: - for i in range(BOARD_SIZE): - for j in range(BOARD_SIZE - 1): - if direction_board[i][j] != 0 \ - and direction_board[i][j] == direction_board[i][j + 1]: - return True - - return False - - def is_full(self): - """The function checks if the board is full. - :return True if it is, else False.""" - for row in self.board: - for tile in row: - if tile == 0: - return False - - return True - def set_score(self, score): """The function sets the given score to the score attribute.""" self.score = score diff --git a/Models/board.py b/Models/board.py new file mode 100644 index 0000000..de9aa1f --- /dev/null +++ b/Models/board.py @@ -0,0 +1,124 @@ +from copy import deepcopy + +from numpy import zeros, ndarray, transpose, array + +from Game_and_Graphics import swipe_left +from Models.Tile import Tile +from Utils.Constants import BOARD_SIZE +from Utils.Helpers import flatmap + + +class Board: + def __init__(self, board=None): + if type(board) == ndarray: + self.__board = deepcopy(board) + else: + self.__board = zeros([BOARD_SIZE, BOARD_SIZE], dtype=Tile) + + for row in range(BOARD_SIZE): + for col in range(BOARD_SIZE): + if board is None: + self.__board[row][col] = Tile() + else: + self.__board[row][col] = deepcopy(board[row][col]) \ + if type(board[0][0]) == Tile else Tile(value=board[row][col]) \ + if type(board) == list else Tile() + + def board(self): + return self.__board + + def update_board(self, board): + self.__board = board + + def score(self): + return 1 + + def is_lose(self): + """The function checks if the boards is a losing one. + :return True of the boards is full and can't be merged to no direction, else False.""" + return self.is_full() and not self.__can_merge() + + def __get_right_board(self): + def turn_right(board): + return [board[i][::-1] for i in range(BOARD_SIZE)] + + right_board = Board(turn_right(self.__board)) + + if not right_board.is_lose(): + swiped_left_board = swipe_left(right_board) + + return array(turn_right(swiped_left_board.board())) + + def __get_up_board(self): + def turn_up(board): + return transpose(board) + + up_board = Board(turn_up(self.__board)) + + if not up_board.is_lose(): + swiped_left_board = swipe_left(up_board) + + return turn_up(swiped_left_board.board()) + + def __get_down_board(self): + def turn_down(board): + return [transpose(board)[i][::-1] for i in range(BOARD_SIZE)] + + down_board = Board(turn_down(self.__board)) + + if not down_board.is_lose(): + swiped_left_board = swipe_left(down_board) + + return transpose(array([swiped_left_board.board()[i][::-1] for i in range(BOARD_SIZE)])) + + def __get_left_board(self): + if not self.is_lose(): + swiped_left_board = swipe_left(self.__board) + + return swiped_left_board + + def get_possible_direction_boards(self): + return list(filter(lambda board: board is not None, (self.__get_left_board(), + self.__get_up_board(), + self.__get_down_board(), + self.__get_right_board()))) + + def __can_merge(self): + """The function checks if the board can be merged to some direction. + :return True if it can, else False.""" + direction_boards = self.get_possible_direction_boards() + + def check_can_merge_board(board): + def can_merge_cell(row, col): + return board[row][col] != 0 and board[row][col] == board[row][col + 1] + + for row in range(BOARD_SIZE): + for col in range(BOARD_SIZE - 1): + if can_merge_cell(row, col): + return True + + return False + + is_board_can_merge = len(list(filter(check_can_merge_board, direction_boards))) > 0 + + return is_board_can_merge + # for direction_board in direction_boards: + # for i in range(BOARD_SIZE): + # for j in range(BOARD_SIZE - 1): + # if direction_board[i][j] != 0 \ + # and direction_board[i][j] == direction_board[i][j + 1]: + # return True + # + # return False + + def is_full(self): + """The function checks if the board is full. + :return True if it is, else False.""" + # for row in self.__board: + # for tile in row: + # if tile == 0: + # return False + # + # return True + + return 0 in flatmap(self.__board) diff --git a/Utils/Helpers.py b/Utils/Helpers.py index 7fda6fc..7180070 100644 --- a/Utils/Helpers.py +++ b/Utils/Helpers.py @@ -1,3 +1,5 @@ +from itertools import chain + from Models.State import State from Utils.Constants import Color @@ -33,3 +35,7 @@ def is_quit_event(event): def clear_screen(screen): screen.fill(Color.GREY.value) + + +def flatmap(list): + return list(chain.from_iterable(list)) -- GitLab From 60fae9f2ac124a2c80ff37d66ccdf162e5800dc0 Mon Sep 17 00:00:00 2001 From: natan Date: Thu, 5 Jan 2023 09:14:02 +0200 Subject: [PATCH 03/21] Changing board --- Algorithms/Expectimax/Expectimax.py | 16 ++- Algorithms/Expectimax/Maximaizer/Maximaize.py | 25 ++-- Algorithms/Expectimax/Minimaizer/Minimaize.py | 6 +- Game_and_Graphics.py | 27 ++-- Main.py | 53 +++---- Menu.py | 4 +- Models/State.py | 136 +++++++----------- Models/Tile.py | 2 +- Models/board.py | 126 ++++++++++++++++ Utils/Helpers.py | 10 +- screens/start_screen.py | 2 +- 11 files changed, 256 insertions(+), 151 deletions(-) create mode 100644 Models/board.py diff --git a/Algorithms/Expectimax/Expectimax.py b/Algorithms/Expectimax/Expectimax.py index a71e395..af3b31a 100644 --- a/Algorithms/Expectimax/Expectimax.py +++ b/Algorithms/Expectimax/Expectimax.py @@ -1,4 +1,3 @@ -from Algorithms.Expectimax.Maximaizer.Maximaize import maximize from Game_and_Graphics import BOARD_SIZE, np from Models.State import State @@ -6,7 +5,8 @@ from Models.State import State # Expectimax Algorithm With Optional Alpha-Beta Pruning and Transposition Table -def check_final_states(state, depth, max_or_min, nodes, weights, transposition_table, watched_boards): +def check_final_states(state, depth, max_or_min, nodes, weights, transposition_table, + watched_boards): """Check the final state from the search tree. If the state is losing one, the function will return infinity and statistics, and if it just got to the maximum depth, the function will return the state with its heuristic value and statistics.""" @@ -28,10 +28,11 @@ def final_direction_children_and_scores(state): final_direction_boards_and_scores = [] for direction_board_and_score in possible_direction_boards_and_scores: - child = State(b=direction_board_and_score[0], s=direction_board_and_score[1]) + child = State(board=direction_board_and_score[0], score=direction_board_and_score[1]) if child != state: - final_direction_boards_and_scores.append([direction_board_and_score[0], direction_board_and_score[1]]) + final_direction_boards_and_scores.append( + [direction_board_and_score[0], direction_board_and_score[1]]) return final_direction_boards_and_scores @@ -40,15 +41,18 @@ def next_move(state, depth, alpha_beta, transposition_table, weights, watched_bo """The function checks what is the best next move from the given state. It uses the Maximize function in order to do that, and returns the best state with the number of nodes developed and the boards the function visited. If the best state is a losing one, it will return "LOSE".""" + from Algorithms.Expectimax.Maximaizer.Maximaize import maximize + if state.is_lose(): return "LOSE" - m = maximize(state, float("-inf"), float("inf"), depth, alpha_beta, transposition_table, 0, weights, watched_boards) + m = maximize(state, float("-inf"), float("inf"), depth, alpha_beta, transposition_table, 0, + weights, watched_boards) if len(m) != 5: return "LOSE" - return State(b=m[0], s=m[2]), m[3], m[4] + return State(board=m[0], score=m[2]), m[3], m[4] def heuristic(state, weights=None): diff --git a/Algorithms/Expectimax/Maximaizer/Maximaize.py b/Algorithms/Expectimax/Maximaizer/Maximaize.py index b280e42..7df3b59 100644 --- a/Algorithms/Expectimax/Maximaizer/Maximaize.py +++ b/Algorithms/Expectimax/Maximaizer/Maximaize.py @@ -1,5 +1,6 @@ from random import choice +from Algorithms.Expectimax.Expectimax import check_final_states, final_direction_children_and_scores from Algorithms.Expectimax.Minimaizer.Minimaize import minimize from Models.State import State from Utils.Helpers import in_watched_boards @@ -19,7 +20,7 @@ def loop_direction_children(final_direction_boards_and_scores, alpha, beta, nodes += 1 direction_board = final_direction_boards_and_scores[i][0] - s = State(b=direction_board, s=final_direction_boards_and_scores[i][1]) + s = State(board=direction_board, score=final_direction_boards_and_scores[i][1]) if not s.is_full(): board, value, score, nodes, watched_boards = minimize(s, alpha, @@ -51,7 +52,7 @@ def loop_direction_children(final_direction_boards_and_scores, alpha, beta, best_direction_board = choice(final_direction_boards_and_scores)[0] for board_and_score in final_direction_boards_and_scores: - if State(b=board_and_score[0]) == State(b=best_direction_board): + if State(board=board_and_score[0]) == State(board=best_direction_board): best_score = board_and_score[1] return alpha, beta, depth, best_value, best_direction_board, best_score, nodes, watched_boards @@ -61,25 +62,21 @@ def maximize(state, alpha, beta, depth, alpha_beta, transposition_table, nodes, weights, watched_boards): """The function checks if the given state is a final state, checks what are its possible direction boards, and loops over them. It returns the board with the highest value and statistics.""" - from Algorithms.Expectimax.Expectimax import ( - check_final_states, final_direction_children_and_scores) # Check for final states: - final = check_final_states( - state, depth, "MAX", nodes, weights, transposition_table, - watched_boards) + final = check_final_states(state, depth, "MAX", nodes, weights, transposition_table, + watched_boards) if final != "NOT FINAL": return final - # Check every child of this state - if swipe to his direction doesn't result in the same state, meaning tiles can be - # moved in this direction, the child will be added to the final direction boards list. - final_direction_boards_and_scores = final_direction_children_and_scores( - state) - if len(final_direction_boards_and_scores) == 0 or \ - final_direction_boards_and_scores[0] is None: + # Check every child of this state - if swipe to his direction doesn't result in the same + # state, meaning tiles can be moved in this direction, the child will be added to the final + # direction boards list. + final_direction_boards_and_scores = final_direction_children_and_scores(state) + if len(final_direction_boards_and_scores) == 0 or final_direction_boards_and_scores[0] is None: return final_direction_boards_and_scores - # Loop through every final child (direction) of the state. If the child's board isn't full, the Minimize function is + # Loop through every final child (direction) of the state. If the child'score board isn't full, the Minimize function is # called and the value of the child is returned recursively. alpha, beta, depth, best_value, best_direction_board, best_score, nodes, watched_boards = \ loop_direction_children(final_direction_boards_and_scores, alpha, beta, diff --git a/Algorithms/Expectimax/Minimaizer/Minimaize.py b/Algorithms/Expectimax/Minimaizer/Minimaize.py index c58b4c6..eaf68eb 100644 --- a/Algorithms/Expectimax/Minimaizer/Minimaize.py +++ b/Algorithms/Expectimax/Minimaizer/Minimaize.py @@ -27,7 +27,7 @@ def loop_random_tile_children( nodes += 1 tile_board = rand_tile_boards[i] - s = State(b=tile_board, s=state.score) + s = State(board=tile_board, score=state.score) maxi = maximize( s, @@ -41,7 +41,7 @@ def loop_random_tile_children( watched_boards, ) value, score, nodes = (0.9 if i % 2 == 0 else 0.1) * maxi[1], maxi[2], \ - maxi[3] + maxi[3] watched_boards = maxi[4] if value < worst_value: @@ -99,7 +99,7 @@ def minimize( if final != "NOT FINAL": return final - # Loop through every child (2 or 4 tile in every possible location) of the state. If the child's board isn't full, + # Loop through every child (2 or 4 tile in every possible location) of the state. If the child'score board isn't full, # the Maximize function is called and the value of the child is returned recursively. ( alpha, diff --git a/Game_and_Graphics.py b/Game_and_Graphics.py index 06483b5..8a3de17 100644 --- a/Game_and_Graphics.py +++ b/Game_and_Graphics.py @@ -56,17 +56,14 @@ def merge(state): from Models.Tile import Tile changed = False - new_state = State(b=deepcopy(state.board), s=deepcopy(state.score)) + new_state = State(board=deepcopy(state.board), score=deepcopy(state.score)) for i in range(BOARD_SIZE): for j in range(BOARD_SIZE - 1): - if ( - new_state.board[i][j] != 0 - and new_state.board[i][j] == new_state.board[i][j + 1] - ): - new_state.board[i][j] = Tile( - value=(state.board[i][j].value * 2)) - new_state.board[i][j + 1] = Tile() - new_state.score += new_state.board[i][j].value + if new_state.board.board()[i][j] != 0 \ + and new_state.board.board()[i][j] == new_state.board.board()[i][j + 1]: + new_state.board.update_cell(i, j, Tile(value=(state.board.board()[i][j].value * 2))) + new_state.board.update_cell(i, j + 1, Tile()) + new_state.score += new_state.board.board()[i][j].value changed = True return new_state, changed @@ -81,14 +78,14 @@ def swipe_left(state): for row in range(BOARD_SIZE): for col in range(1, BOARD_SIZE): - tile = deepcopy(new_state.board[row][col]) + tile = deepcopy(new_state.board.board()[row][col]) if tile != 0: - while new_state.board[row][col - 1] == 0: - new_state.board[row][col - 1] = Tile(value=tile.value) - new_state.board[row][col] = Tile() + while new_state.board.board()[row][col - 1] == 0: + new_state.board.update_cell(row, col - 1, Tile(value=tile.value)) + new_state.board.update_cell(row, col, Tile()) - tile = deepcopy(new_state.board[row][col - 1]) + tile = deepcopy(new_state.board.board()[row][col - 1]) if col == 1: break col -= 1 @@ -99,7 +96,7 @@ def swipe_left(state): def swipe(state, direction): """The function swipes the state to the given direction.""" if direction == "UP": - state.board = np.transpose(state.board) + state.board().update_board(np.transpose(state.board)) state = swipe_left(state) state.set_board(np.transpose(state.board)) diff --git a/Main.py b/Main.py index 3282d19..eb96376 100644 --- a/Main.py +++ b/Main.py @@ -3,7 +3,6 @@ from Algorithms.Genetic.GeneticAlgorithm import ( find_best_weights, prepare_board, sleep, write_statistics_to_excel_file) from Menu import game_over_screen from Models.State import State -from screens.start_screen import start_screen def play_game(alg, depth, alpha_beta, transposition_table, weights=None): @@ -71,7 +70,7 @@ def play_game(alg, depth, alpha_beta, transposition_table, weights=None): def play_algorithm(alg, depth, alpha_beta, transposition_table, weights=None, iterations=None, generation_size=None): - """The function finds the best weights with the Genetic Algorithm if it's not the Expectimax + """The function finds the best weights with the Genetic Algorithm if it'score not the Expectimax Algorithm, else uses the weights that were given. :return The play_game function with the rights parameters.""" @@ -89,33 +88,35 @@ def main(screen): parameters = [] while not stop: - if not skip_start: - parameters = start_screen(screen) - skip_start = True + # if not skip_start: + # parameters = start_screen(screen) + # skip_start = True + # + # if parameters[0]: + # stop = True + # else: + parameters = (False, 2, (False, 1, True, False)) + + if parameters[1] == 2: + if len(parameters) == 6: + start_again = play_algorithm(*parameters) + else: + start_again = play_algorithm( + parameters[1], parameters[2][1], parameters[2][2], + parameters[2][3]) + else: + start_again = play_algorithm(parameters[1], parameters[2][1], + parameters[2][2], + parameters[2][3], + iterations=parameters[2][4], + generation_size=parameters[2][5]) - if parameters[0]: + if start_again[0]: stop = True + elif start_again[1] == "RESTART": + skip_start = False else: - if parameters[1] == 2: - if len(parameters) == 6: - start_again = play_algorithm(*parameters) - else: - start_again = play_algorithm( - parameters[1], parameters[2][1], parameters[2][2], - parameters[2][3]) - else: - start_again = play_algorithm(parameters[1], parameters[2][1], - parameters[2][2], - parameters[2][3], - iterations=parameters[2][4], - generation_size=parameters[2][5]) - - if start_again[0]: - stop = True - elif start_again[1] == "RESTART": - skip_start = False - else: - parameters = start_again + parameters = start_again if __name__ == '__main__': diff --git a/Menu.py b/Menu.py index aef265b..5ea16d7 100644 --- a/Menu.py +++ b/Menu.py @@ -27,7 +27,7 @@ def text_to_screen(message, color, font, y_place=0, x_place=0): def create_button(button_x, button_y, width, height, inactive_color, active_color, text): """The function makes a button on the screen, according to the given - coordinates, action and the given text. If the player's computer mouse + coordinates, action and the given text. If the player'score computer mouse is hovering over the button, the button will change its color to the light color. :return If the button is a start button, the function will return 1 if the player clicked on it, else 0 if the player clicked on @@ -94,7 +94,7 @@ def print_lines(screen): Font.TEXT.value, y_place=-30, x_place=138) - text_to_screen("for the Expectimax's", Color.BLACK.value, Font.TEXT.value, + text_to_screen("for the Expectimax'score", Color.BLACK.value, Font.TEXT.value, y_place=-5, x_place=127) text_to_screen("heuristic function.", Color.BLACK.value, Font.TEXT.value, diff --git a/Models/State.py b/Models/State.py index cd424cf..1585fe4 100644 --- a/Models/State.py +++ b/Models/State.py @@ -10,30 +10,15 @@ from Utils.Constants import WINDOW_WIDTH, Color, Font class State: - def __init__(self, b=None, s=None, w=None): + def __init__(self, board=None, score=None, weights=None): """The function creates a State object. Each attribute can be given, or made by the function.""" + from Models.board import Board - if type(b) == np.ndarray: - self.board = deepcopy(b) - else: - self.board = np.zeros([BOARD_SIZE, BOARD_SIZE], dtype=Tile) - for row in range(BOARD_SIZE): - for col in range(BOARD_SIZE): - if b is not None: - if type(b[0][0]) == Tile: - self.board[row][col] = deepcopy(b[row][col]) - else: - self.board[row][col] = ( - Tile(value=b[row][col]) if type( - b) == list else Tile() - ) - else: - self.board[row][col] = Tile() - - self.score = 0 if s is None else s - if w is not None: - self.weights = w + self.board = Board(board) + self.score = 0 if score is None else score + if weights is not None: + self.weights = weights def make_random_tile_boards(self): """The function makes a list of all the possible boards that can be from a 2 or 4 tile @@ -42,12 +27,12 @@ class State: for i in range(BOARD_SIZE): for j in range(BOARD_SIZE): - if self.board[i][j] == 0: - b = deepcopy(self.board) + if self.board.board()[i][j] == 0: + b = deepcopy(self.board.board()) b[i][j] = Tile(value=2) tile_boards.append(b) - b = deepcopy(self.board) + b = deepcopy(self.board.board()) b[i][j] = Tile(value=4) tile_boards.append(b) @@ -59,7 +44,7 @@ class State: num = 0 for i in range(BOARD_SIZE): for j in range(BOARD_SIZE): - if self.board[i][j].value == 0: + if self.board.board()[i][j].value == 0: num += 1 return num @@ -69,8 +54,8 @@ class State: best = 0 for i in range(BOARD_SIZE): for j in range(BOARD_SIZE): - if self.board[i][j].value > best: - best = deepcopy(self.board[i][j].value) + if self.board.board()[i][j].value > best: + best = deepcopy(self.board.board()[i][j].value) return best @@ -79,10 +64,10 @@ class State: tiles = {} for i in range(BOARD_SIZE): for j in range(BOARD_SIZE): - if not self.board[i][j].value in tiles: - tiles[self.board[i][j].value] = 1 + if not self.board.board()[i][j].value in tiles: + tiles[self.board.board()[i][j].value] = 1 else: - tiles[self.board[i][j].value] += 1 + tiles[self.board.board()[i][j].value] += 1 return len(tiles) @@ -98,30 +83,26 @@ class State: left_and_score = self.left_board() if type(left_and_score) is not None: - direction_boards_and_score.append( - [left_and_score[0], left_and_score[1]]) + direction_boards_and_score.append(left_and_score) up_and_score = self.up_board() if type(up_and_score) is not None: - direction_boards_and_score.append( - [up_and_score[0], up_and_score[1]]) + direction_boards_and_score.append(up_and_score) right_and_score = self.right_board() if type(right_and_score) is not None: - direction_boards_and_score.append( - [right_and_score[0], right_and_score[1]]) + direction_boards_and_score.append(right_and_score) down_and_score = self.down_board() if type(down_and_score) is not None: - direction_boards_and_score.append( - [down_and_score[0], down_and_score[1]]) + direction_boards_and_score.append(down_and_score) return direction_boards_and_score def left_board(self): """The function creates a board that was swiped to the left. :return The board and its score, and if the board is a losing one, then None.""" - left = State(b=deepcopy(self.board), s=deepcopy(self.score)) + left = State(board=deepcopy(self.board), score=deepcopy(self.score)) if not left.is_lose(): left = swipe_left(left) return left.board, left.score @@ -131,27 +112,21 @@ class State: def right_board(self): """The function creates a board that was swiped to the right. :return The board and its score, and if the board is a losing one, then None.""" - right = State( - b=[deepcopy(self.board)[i][::-1] for i in range(BOARD_SIZE)], - s=deepcopy(self.score), - ) + right = State(board=[deepcopy(self.board.board())[i][::-1] for i in range(BOARD_SIZE)], + score=deepcopy(self.score)) + if not right.is_lose(): right = swipe_left(right) - return ( - np.array([right.board[i][::-1] for i in range(BOARD_SIZE)]), - right.score, - ) - else: - return None + return np.array([right.board.board()[i][::-1] for i in range(BOARD_SIZE)]), right.score def up_board(self): """The function creates a board that was swiped up. :return The board and its score, and if the board is a losing one, then None.""" - up = State(b=np.transpose(deepcopy(self.board)), - s=deepcopy(self.score)) + up = State(board=np.transpose(deepcopy(self.board.board())), + score=deepcopy(self.score)) if not up.is_lose(): up = swipe_left(up) - return deepcopy(np.transpose(up.board)), up.score + return deepcopy(np.transpose(up.board.board())), up.score else: return None @@ -159,26 +134,27 @@ class State: """The function creates a board that was swiped down. :return The board and its score, and if the board is a losing one, then None.""" down = State( - b=[np.transpose(deepcopy(self.board))[i][::-1] for i in - range(BOARD_SIZE)], - s=deepcopy(self.score), + board=[np.transpose(deepcopy(self.board.board()))[i][::-1] for i in + range(BOARD_SIZE)], + score=deepcopy(self.score), ) if not down.is_lose(): down = swipe_left(down) down.board = np.array( [down.board[i][::-1] for i in range(BOARD_SIZE)]) - return np.transpose(down.board), down.score + return np.transpose(down.board.board()), down.score else: return None def set_board(self, other): """The function sets the given board to the board attribute.""" - if type(other) == list: - for i in range(BOARD_SIZE): - for j in range(BOARD_SIZE): - self.board[i][j] = Tile(value=deepcopy(other[i][j])) - else: - self.board = deepcopy(other) + self.board.update_board(other) + # if type(other) == list: + # for i in range(BOARD_SIZE): + # for j in range(BOARD_SIZE): + # self.board[i][j] = Tile(value=deepcopy(other[i][j])) + # else: + # self.board = deepcopy(other) def draw_board(self, weights=None, best=None): """The function draws the board on the screen.""" @@ -196,7 +172,7 @@ class State: for i in range(BOARD_SIZE): for j in range(BOARD_SIZE): - self.board[i][j].draw(j, i) + self.board.board()[i][j].draw(j, i) py.display.flip() @@ -205,26 +181,26 @@ class State: :return True if it can, else False.""" boards = [ self.board, - np.transpose(self.board), - [np.transpose(self.board)[i][::-1] for i in range(BOARD_SIZE)], - [self.board[i][::-1] for i in range(BOARD_SIZE)], + np.transpose(self.board.board()), + [np.transpose(self.board.board())[i][::-1] for i in range(BOARD_SIZE)], + [self.board.board()[i][::-1] for i in range(BOARD_SIZE)], ] for direction_board in boards: for i in range(BOARD_SIZE): for j in range(BOARD_SIZE - 1): - if ( - direction_board[i][j] != 0 - and direction_board[i][j] == direction_board[i][ - j + 1] - ): + if direction_board[i][j] != 0 \ + and direction_board[i][j] == direction_board[i][j + 1]: return True return False + def board(self): + return self.board + def is_full(self): """The function checks if the board is full. :return True if it is, else False.""" - for row in self.board: + for row in self.board.board(): for tile in row: if tile == 0: return False @@ -241,19 +217,19 @@ class State: row = randint(0, BOARD_SIZE - 1) col = randint(0, BOARD_SIZE - 1) - while not self.board[row][col] == 0: + while not self.board.board()[row][col] == 0: row = randint(0, BOARD_SIZE - 1) col = randint(0, BOARD_SIZE - 1) num = uniform(0, 1) - - self.board[row][col] = Tile(value=(2 if num < 0.9 else 4)) + self.board.update_cell(row, col, Tile(value=(2 if num < 0.9 else 4))) + # self.board[row][col] = Tile(value=(2 if num < 0.9 else 4)) def make_tile_dict(self): """The function makes a dictionary in which the keys are the tile values, and the values are the amount of tiles of this key. :return The dictionary.""" tile_dict = {128: 0, 256: 0, 512: 0, 1024: 0, 2048: 0} - for row in self.board: + for row in self.board.board(): for tile in row: if tile.value >= 128: tile_dict[tile.value] += 1 @@ -265,11 +241,9 @@ class State: :return True if it tha same, else False.""" for i in range(BOARD_SIZE): for j in range(BOARD_SIZE): - if type(other) != type(self) and self.board[i][j] != other[i][ - j]: + if type(other) != type(self) and self.board.board()[i][j] != other[i][j]: return False - if type(other) == type(self) and self.board[i][j] != \ - other.board[i][j]: + if type(other) == type(self) and self.board.board()[i][j] != other.board[i][j]: return False return True @@ -279,7 +253,7 @@ class State: for row in range(BOARD_SIZE): print("\t", end="") for col in range(BOARD_SIZE): - tile = self.board[row][col] + tile = self.board.board()[row][col] print(tile, end="") print("|\n\t-----------------") print("SCORE: " + str(self.score)) diff --git a/Models/Tile.py b/Models/Tile.py index 635b43e..a7667ee 100644 --- a/Models/Tile.py +++ b/Models/Tile.py @@ -42,7 +42,7 @@ class Tile: other) == Tile else self.value == other def __set__(self, other): - """The function sets the other tile's value to the value attribute.""" + """The function sets the other tile'score value to the value attribute.""" self.value = other.value def __lt__(self, other): diff --git a/Models/board.py b/Models/board.py new file mode 100644 index 0000000..fbf30bc --- /dev/null +++ b/Models/board.py @@ -0,0 +1,126 @@ +from copy import deepcopy + +from numpy import zeros, ndarray, transpose, array + +from Game_and_Graphics import swipe_left +from Models.Tile import Tile +from Utils.Constants import BOARD_SIZE +from Utils.Helpers import flatmap + + +class Board: + def __init__(self, board=None): + if type(board) == ndarray: + self.__board = deepcopy(board) + elif type(board) == Board: + self.__board = deepcopy(board.board()) + else: + self.__board = zeros([BOARD_SIZE, BOARD_SIZE], dtype=Tile) + + for row in range(BOARD_SIZE): + for col in range(BOARD_SIZE): + if board is None: + self.__board[row][col] = Tile() + else: + self.__board[row][col] = deepcopy(board[row][col]) \ + if type(board[0][0]) == Tile else Tile(value=board[row][col]) \ + if type(board) == list else Tile() + + def board(self): + return self.__board + + def update_board(self, board): + self.__board = board.board() if type(board) == Board else board + + def update_cell(self, row, col, value): + self.__board[row][col] = value + + def is_lose(self): + """The function checks if the boards is a losing one. + :return True of the boards is full and can't be merged to no direction, else False.""" + return self.is_full() and not self.__can_merge() + + def __get_right_board(self): + def turn_right(board): + return [board[i][::-1] for i in range(BOARD_SIZE)] + + right_board = Board(turn_right(self.__board)) + + if not right_board.is_lose(): + swiped_left_board = swipe_left(right_board) + + return array(turn_right(swiped_left_board.board())) + + def __get_up_board(self): + def turn_up(board): + return transpose(board) + + up_board = Board(turn_up(self.__board)) + + if not up_board.is_lose(): + swiped_left_board = swipe_left(up_board) + + return turn_up(swiped_left_board.board()) + + def __get_down_board(self): + def turn_down(board): + return [transpose(board)[i][::-1] for i in range(BOARD_SIZE)] + + down_board = Board(turn_down(self.__board)) + + if not down_board.is_lose(): + swiped_left_board = swipe_left(down_board) + + return transpose(array([swiped_left_board.board()[i][::-1] for i in range(BOARD_SIZE)])) + + def __get_left_board(self): + if not self.is_lose(): + swiped_left_board = swipe_left(self.__board) + + return swiped_left_board + + def get_possible_direction_boards(self): + return list(filter(lambda board: board is not None, (self.__get_left_board(), + self.__get_up_board(), + self.__get_down_board(), + self.__get_right_board()))) + + def __can_merge(self): + """The function checks if the board can be merged to some direction. + :return True if it can, else False.""" + direction_boards = self.get_possible_direction_boards() + + def check_can_merge_board(board): + def can_merge_cell(row, col): + return board[row][col] != 0 and board[row][col] == board[row][col + 1] + + for row in range(BOARD_SIZE): + for col in range(BOARD_SIZE - 1): + if can_merge_cell(row, col): + return True + + return False + + is_board_can_merge = len(list(filter(check_can_merge_board, direction_boards))) > 0 + + return is_board_can_merge + # for direction_board in direction_boards: + # for i in range(BOARD_SIZE): + # for j in range(BOARD_SIZE - 1): + # if direction_board[i][j] != 0 \ + # and direction_board[i][j] == direction_board[i][j + 1]: + # return True + # + # return False + + def is_full(self): + """The function checks if the board is full. + :return True if it is, else False.""" + # for row in self.__board: + # for tile in row: + # if tile == 0: + # return False + # + # return True + + return 0 in flatmap(self.__board) diff --git a/Utils/Helpers.py b/Utils/Helpers.py index 7fda6fc..e1266c8 100644 --- a/Utils/Helpers.py +++ b/Utils/Helpers.py @@ -1,3 +1,5 @@ +from itertools import chain + from Models.State import State from Utils.Constants import Color @@ -11,8 +13,8 @@ def in_watched_boards(board, watched_boards): return False for b in watched_boards: - watched_state = State(b=b) - board_state = State(b=board) + watched_state = State(board=b) + board_state = State(board=board) if watched_state.best_tile() == board_state.best_tile() \ and watched_state.sum_empty_tiles() == board_state.sum_empty_tiles() \ and array_equal(b, board): @@ -33,3 +35,7 @@ def is_quit_event(event): def clear_screen(screen): screen.fill(Color.GREY.value) + + +def flatmap(list): + return list(chain.from_iterable(list)) diff --git a/screens/start_screen.py b/screens/start_screen.py index be72538..421fe16 100644 --- a/screens/start_screen.py +++ b/screens/start_screen.py @@ -8,7 +8,7 @@ def start_screen(screen): texts and images, and has 3 buttons - Expectimax start, Genetic Algorithm start and quit. :return: If the player clicked on the Expectimax/Genetic Algorithm Start buttons, the function will return - False, the clicked button's starter number (2 is the Expectimax, + False, the clicked button'score starter number (2 is the Expectimax, 1 is the Genetic Algorithm), and the game parameters from the Parameters Screen. If the player clicked on the Genetic Start, the function will also lead to the Genetic Parameters Screen. If the player clicked on the -- GitLab From 161936dfafa27b40bc1140ea531cc1f565a07a89 Mon Sep 17 00:00:00 2001 From: natan Date: Thu, 5 Jan 2023 16:23:22 +0200 Subject: [PATCH 04/21] Changing score to be a private property of the state --- Algorithms/Expectimax/Expectimax.py | 13 ++++--- Algorithms/Expectimax/Minimaizer/Minimaize.py | 4 +-- Game_and_Graphics.py | 14 ++++---- Main.py | 7 ++-- Models/State.py | 35 ++++++++++--------- 5 files changed, 38 insertions(+), 35 deletions(-) diff --git a/Algorithms/Expectimax/Expectimax.py b/Algorithms/Expectimax/Expectimax.py index a71e395..e21cee6 100644 --- a/Algorithms/Expectimax/Expectimax.py +++ b/Algorithms/Expectimax/Expectimax.py @@ -6,17 +6,18 @@ from Models.State import State # Expectimax Algorithm With Optional Alpha-Beta Pruning and Transposition Table -def check_final_states(state, depth, max_or_min, nodes, weights, transposition_table, watched_boards): +def check_final_states(state, depth, max_or_min, nodes, weights, transposition_table, + watched_boards): """Check the final state from the search tree. If the state is losing one, the function will return infinity and statistics, and if it just got to the maximum depth, the function will return the state with its heuristic value and statistics.""" if state.is_lose(): - return [None, float("-inf" if max_or_min == "MAX" else "inf"), state.score, nodes, []] + return [None, float("-inf" if max_or_min == "MAX" else "inf"), state.score(), nodes, []] if depth == 0: if transposition_table: watched_boards.append(state.board) - return [state.board, heuristic(state, weights), state.score, nodes, watched_boards] + return [state.board, heuristic(state, weights), state.score(), nodes, watched_boards] return "NOT FINAL" @@ -31,7 +32,8 @@ def final_direction_children_and_scores(state): child = State(b=direction_board_and_score[0], s=direction_board_and_score[1]) if child != state: - final_direction_boards_and_scores.append([direction_board_and_score[0], direction_board_and_score[1]]) + final_direction_boards_and_scores.append( + [direction_board_and_score[0], direction_board_and_score[1]]) return final_direction_boards_and_scores @@ -43,7 +45,8 @@ def next_move(state, depth, alpha_beta, transposition_table, weights, watched_bo if state.is_lose(): return "LOSE" - m = maximize(state, float("-inf"), float("inf"), depth, alpha_beta, transposition_table, 0, weights, watched_boards) + m = maximize(state, float("-inf"), float("inf"), depth, alpha_beta, transposition_table, 0, + weights, watched_boards) if len(m) != 5: return "LOSE" diff --git a/Algorithms/Expectimax/Minimaizer/Minimaize.py b/Algorithms/Expectimax/Minimaizer/Minimaize.py index c58b4c6..e430c4b 100644 --- a/Algorithms/Expectimax/Minimaizer/Minimaize.py +++ b/Algorithms/Expectimax/Minimaizer/Minimaize.py @@ -27,7 +27,7 @@ def loop_random_tile_children( nodes += 1 tile_board = rand_tile_boards[i] - s = State(b=tile_board, s=state.score) + s = State(b=tile_board, s=state.score()) maxi = maximize( s, @@ -41,7 +41,7 @@ def loop_random_tile_children( watched_boards, ) value, score, nodes = (0.9 if i % 2 == 0 else 0.1) * maxi[1], maxi[2], \ - maxi[3] + maxi[3] watched_boards = maxi[4] if value < worst_value: diff --git a/Game_and_Graphics.py b/Game_and_Graphics.py index 06483b5..92163dc 100644 --- a/Game_and_Graphics.py +++ b/Game_and_Graphics.py @@ -56,17 +56,15 @@ def merge(state): from Models.Tile import Tile changed = False - new_state = State(b=deepcopy(state.board), s=deepcopy(state.score)) + new_state = State(b=deepcopy(state.board), s=state.score()) + for i in range(BOARD_SIZE): for j in range(BOARD_SIZE - 1): - if ( - new_state.board[i][j] != 0 - and new_state.board[i][j] == new_state.board[i][j + 1] - ): - new_state.board[i][j] = Tile( - value=(state.board[i][j].value * 2)) + if new_state.board[i][j] != 0 and new_state.board[i][j] == new_state.board[i][j + 1]: + new_state.board[i][j] = Tile(value=(state.board[i][j].value * 2)) new_state.board[i][j + 1] = Tile() - new_state.score += new_state.board[i][j].value + new_state.add_score(new_state.board[i][j].value) + changed = True return new_state, changed diff --git a/Main.py b/Main.py index 3282d19..32273d6 100644 --- a/Main.py +++ b/Main.py @@ -42,9 +42,8 @@ def play_game(alg, depth, alpha_beta, transposition_table, weights=None): game.set_board(next_move_and_nodes[0].board) - if next_move_and_nodes[0].score != 0 and next_move_and_nodes[ - 0].score is not None: - game.set_score(next_move_and_nodes[0].score) + if next_move_and_nodes[0].score() != 0 and next_move_and_nodes[0].score is not None: + game.set_score(next_move_and_nodes[0].score()) if game.sum_empty_tiles() != 16: lose = False @@ -61,7 +60,7 @@ def play_game(alg, depth, alpha_beta, transposition_table, weights=None): if lose or game.is_lose(): write_statistics_to_excel_file( game, nodes, depth, alpha_beta, transposition_table, weights) - return game_over_screen(game.score, depth=depth, + return game_over_screen(game.score(), depth=depth, alpha_beta=alpha_beta, transposition_table=transposition_table, weights=weights, diff --git a/Models/State.py b/Models/State.py index cd424cf..df88400 100644 --- a/Models/State.py +++ b/Models/State.py @@ -31,7 +31,7 @@ class State: else: self.board[row][col] = Tile() - self.score = 0 if s is None else s + self.__score = 0 if s is None else s if w is not None: self.weights = w @@ -86,6 +86,12 @@ class State: return len(tiles) + def add_score(self, value): + self.__score += value + + def score(self): + return self.__score + def is_lose(self): """The function checks if the boards is a losing one. :return True of the boards is full and can't be merged to no direction, else False.""" @@ -121,10 +127,10 @@ class State: def left_board(self): """The function creates a board that was swiped to the left. :return The board and its score, and if the board is a losing one, then None.""" - left = State(b=deepcopy(self.board), s=deepcopy(self.score)) + left = State(b=deepcopy(self.board), s=deepcopy(self.__score)) if not left.is_lose(): left = swipe_left(left) - return left.board, left.score + return left.board, left.score() else: return None @@ -133,13 +139,13 @@ class State: :return The board and its score, and if the board is a losing one, then None.""" right = State( b=[deepcopy(self.board)[i][::-1] for i in range(BOARD_SIZE)], - s=deepcopy(self.score), + s=deepcopy(self.__score), ) if not right.is_lose(): right = swipe_left(right) return ( np.array([right.board[i][::-1] for i in range(BOARD_SIZE)]), - right.score, + right.score(), ) else: return None @@ -148,10 +154,10 @@ class State: """The function creates a board that was swiped up. :return The board and its score, and if the board is a losing one, then None.""" up = State(b=np.transpose(deepcopy(self.board)), - s=deepcopy(self.score)) + s=deepcopy(self.__score)) if not up.is_lose(): up = swipe_left(up) - return deepcopy(np.transpose(up.board)), up.score + return deepcopy(np.transpose(up.board)), up.score() else: return None @@ -161,13 +167,13 @@ class State: down = State( b=[np.transpose(deepcopy(self.board))[i][::-1] for i in range(BOARD_SIZE)], - s=deepcopy(self.score), + s=deepcopy(self.__score), ) if not down.is_lose(): down = swipe_left(down) down.board = np.array( [down.board[i][::-1] for i in range(BOARD_SIZE)]) - return np.transpose(down.board), down.score + return np.transpose(down.board), down.score() else: return None @@ -185,11 +191,8 @@ class State: screen.fill(BACKGROUND_COLOR) py.draw.rect(screen, (255, 255, 255), (0, 0, WINDOW_WIDTH, 49)) - score = f"{self.score:,d}" - screen.blit(Font.BIG_FONT.value.render("SCORE: " + score, True, - Color.BLACK.value), - (0, - 5)) + score = f"{self.__score:,d}" + screen.blit(Font.BIG_FONT.value.render("SCORE: " + score, True, Color.BLACK.value), (0, 5)) if weights is not None: draw_best_weights(weights, best) @@ -232,7 +235,7 @@ class State: def set_score(self, score): """The function sets the given score to the score attribute.""" - self.score = score + self.__score = score def new_tile(self): """The function generates a new tile randomly on the board. The probability of the new @@ -282,5 +285,5 @@ class State: tile = self.board[row][col] print(tile, end="") print("|\n\t-----------------") - print("SCORE: " + str(self.score)) + print("SCORE: " + str(self.__score)) return "--------------------------" -- GitLab From 95ad26a46d097c45460f06305d5aba2ee3fdc48f Mon Sep 17 00:00:00 2001 From: natan Date: Thu, 5 Jan 2023 16:27:33 +0200 Subject: [PATCH 05/21] Created Board model --- Algorithms/Expectimax/Minimaizer/Minimaize.py | 4 +- Game_and_Graphics.py | 2 +- Models/State.py | 38 +++++++++---------- 3 files changed, 22 insertions(+), 22 deletions(-) diff --git a/Algorithms/Expectimax/Minimaizer/Minimaize.py b/Algorithms/Expectimax/Minimaizer/Minimaize.py index e430c4b..9748b8b 100644 --- a/Algorithms/Expectimax/Minimaizer/Minimaize.py +++ b/Algorithms/Expectimax/Minimaizer/Minimaize.py @@ -27,7 +27,7 @@ def loop_random_tile_children( nodes += 1 tile_board = rand_tile_boards[i] - s = State(b=tile_board, s=state.score()) + s = State(board=tile_board, score=state.score()) maxi = maximize( s, @@ -99,7 +99,7 @@ def minimize( if final != "NOT FINAL": return final - # Loop through every child (2 or 4 tile in every possible location) of the state. If the child's board isn't full, + # Loop through every child (2 or 4 tile in every possible location) of the state. If the child'score board isn't full, # the Maximize function is called and the value of the child is returned recursively. ( alpha, diff --git a/Game_and_Graphics.py b/Game_and_Graphics.py index 92163dc..458e4e1 100644 --- a/Game_and_Graphics.py +++ b/Game_and_Graphics.py @@ -56,7 +56,7 @@ def merge(state): from Models.Tile import Tile changed = False - new_state = State(b=deepcopy(state.board), s=state.score()) + new_state = State(board=deepcopy(state.board), score=state.score()) for i in range(BOARD_SIZE): for j in range(BOARD_SIZE - 1): diff --git a/Models/State.py b/Models/State.py index df88400..ce7fb49 100644 --- a/Models/State.py +++ b/Models/State.py @@ -10,30 +10,30 @@ from Utils.Constants import WINDOW_WIDTH, Color, Font class State: - def __init__(self, b=None, s=None, w=None): + def __init__(self, board=None, score=None, weights=None): """The function creates a State object. Each attribute can be given, or made by the function.""" - if type(b) == np.ndarray: - self.board = deepcopy(b) + if type(board) == np.ndarray: + self.board = deepcopy(board) else: self.board = np.zeros([BOARD_SIZE, BOARD_SIZE], dtype=Tile) for row in range(BOARD_SIZE): for col in range(BOARD_SIZE): - if b is not None: - if type(b[0][0]) == Tile: - self.board[row][col] = deepcopy(b[row][col]) + if board is not None: + if type(board[0][0]) == Tile: + self.board[row][col] = deepcopy(board[row][col]) else: self.board[row][col] = ( - Tile(value=b[row][col]) if type( - b) == list else Tile() + Tile(value=board[row][col]) if type( + board) == list else Tile() ) else: self.board[row][col] = Tile() - self.__score = 0 if s is None else s - if w is not None: - self.weights = w + self.__score = 0 if score is None else score + if weights is not None: + self.weights = weights def make_random_tile_boards(self): """The function makes a list of all the possible boards that can be from a 2 or 4 tile @@ -127,7 +127,7 @@ class State: def left_board(self): """The function creates a board that was swiped to the left. :return The board and its score, and if the board is a losing one, then None.""" - left = State(b=deepcopy(self.board), s=deepcopy(self.__score)) + left = State(board=deepcopy(self.board), score=deepcopy(self.__score)) if not left.is_lose(): left = swipe_left(left) return left.board, left.score() @@ -138,8 +138,8 @@ class State: """The function creates a board that was swiped to the right. :return The board and its score, and if the board is a losing one, then None.""" right = State( - b=[deepcopy(self.board)[i][::-1] for i in range(BOARD_SIZE)], - s=deepcopy(self.__score), + board=[deepcopy(self.board)[i][::-1] for i in range(BOARD_SIZE)], + score=deepcopy(self.__score), ) if not right.is_lose(): right = swipe_left(right) @@ -153,8 +153,8 @@ class State: def up_board(self): """The function creates a board that was swiped up. :return The board and its score, and if the board is a losing one, then None.""" - up = State(b=np.transpose(deepcopy(self.board)), - s=deepcopy(self.__score)) + up = State(board=np.transpose(deepcopy(self.board)), + score=deepcopy(self.__score)) if not up.is_lose(): up = swipe_left(up) return deepcopy(np.transpose(up.board)), up.score() @@ -165,9 +165,9 @@ class State: """The function creates a board that was swiped down. :return The board and its score, and if the board is a losing one, then None.""" down = State( - b=[np.transpose(deepcopy(self.board))[i][::-1] for i in - range(BOARD_SIZE)], - s=deepcopy(self.__score), + board=[np.transpose(deepcopy(self.board))[i][::-1] for i in + range(BOARD_SIZE)], + score=deepcopy(self.__score), ) if not down.is_lose(): down = swipe_left(down) -- GitLab From e1bae0a502ee05301586bfeb65ea7ec056846084 Mon Sep 17 00:00:00 2001 From: natan Date: Thu, 5 Jan 2023 17:05:13 +0200 Subject: [PATCH 06/21] converting the board property of the State model to the Board model --- 2048_Statistics.xlsx | Bin 131196 -> 131356 bytes Algorithms/Expectimax/Expectimax.py | 10 +- Algorithms/Genetic/GeneticAlgorithm.py | 330 +++++++++++++++++++++++++ Game_and_Graphics.py | 39 ++- Main.py | 7 +- Models/State.py | 107 ++++---- Pictures/Screenshot.jpeg | Bin 30779 -> 30488 bytes Utils/Helpers.py | 6 +- 8 files changed, 407 insertions(+), 92 deletions(-) create mode 100644 Algorithms/Genetic/GeneticAlgorithm.py diff --git a/2048_Statistics.xlsx b/2048_Statistics.xlsx index 8f5734b4c88a139f9485501577f7b3f09c5c9665..4b042aeaf1bee979ce2be12cd06f4b57f83cfd03 100644 GIT binary patch delta 49074 zcmeyjuu1h2o5BtTm2+p7 z-+#qqCH8Z-c-{J(=Z?$`%kLQP_IGug_u<2jxAFV`zN@eKf82k5-H)sP|2%tbU;lr1 z{Qr;b^8Y@?*L|M-zW)Dl|NAvx|K6|pJ>9>)?tlEhueaat`}wNm`~SY({{P?M>-E1rFR%aeF8u!g z-ykJ-|KGB!{rfh){`>1Mul4^wod54je*K?^kL~|F%dh`Eef__;m+k9+J^cUY^l$z> z|6k{?EByCidA{A>pTF&Ee?O0}{a*hPq<6pf|D{Wpu93I@!uU77{@0i5@9V#v-~a33 z>iVD0{p0I@{pFwk?}Onl{`>!)%G>>Y&96Uy-@jkw`|a-iKm7mSx7+#uetwUy{rj?f ze_WpZ@9V#Q%GUjTT>s}!`zQVTb-(TH`hQf&KmYb~Z*9-7pG#}L{`>#;_;PvoKfho8 zm9774FR%aZvwfWYzt8^v{>r%^8a4m-oLNz*UR&1KO{bUzhC$F@A3bCug2Fm{ZE_Kc6-Y4`2VlI|Nr-w z|9;))%L?=V7u5fVpMO81s$TQ{pO@$5|G%8Q{@?TI_Rs#`sh2qHpZsM0u^EpfUVbxo zHe#PyFO|~Q{N!VP+T-Wb=hxLK>Mxp7qkXbc^tJ!uH6OID?e}~)-+fo@Pv^Zy6HnDY zJG$hxKKsA2OE3O^U7}xaKmWfXkFlhE+`c~*2j##2ue1O6FnPwq|JP?r?&mT7_qwf31FRSNH4l``7=? zU-j>QD*yj*|Nn=-rq<1WUcO)M9>4nj|9_h6zdzo;fB%{9|KIx8|EoFi=ehj8>i_Zo zzu2AUumA1;|KIcb|DLsf@3jB_I=}A!W&T|Ie-}P|be`Y8>;K2?n)>_yo~{4WQ|VZ* z)_>W!*gehX=ggZYW47DaIJ3`uW7ZO0@{eQf{tsdQe}2DT_q}t^&Fk{@Z$7V=`n&Vj zTY0h$_fN(Dzb>DDdjE&w`tM)k|NXf7 ze`D>hhpXfNJ}&?N@45ZopZ8BF)a$eT%)ejz_4)h%^`G8;umANU;b(sQ-_zIM@IRD4 zqVfOl;dTG5C(74;t}~e|zxH0g*r&y3e_wp~)4l%lzt<&y{hrF#FSq+IwJCn#$6unS z?EOOP*1gzVb=&{M`HtuxrH)EHh0~AdrCX{LPKrEb&>nv(e95OO@5jbp9ah;0|Nr{@ z$o>uAzkK&-3ID@CslH;e%T$-wg8sKe!e=+#YO#N|cE$cr;wp!@_n$T_vplBQIr&Uc z^zs6hI#(_Kr($vEnOCmxop?(@aO=b)vsG59MD?$VxjCUWHGPCug9Dcrg8$a~%OPmZ1o?wTLy;hL?M$t!eG%5#tBBCkbXJJhq& zuFsNO%NhT7TV#}Sr!`1Qrhbye#2Lpe_sk7%`Skl|!4|fa8E19YIx0mecba>Kcy5vV zm~!?})aC`I#T(KlUQ-aXU-U#`w+f%-=}wopWzh@bCRY7lx0UTxW5|^>^iV0?8W}jd zz~_G0&#%&*1@DTdC%*xEP`y(2^p0b~NlV&HrkK`eG>2SCn~EBs&x)6S-t*JPt?-ci z!*8uG=Lid{$Q5!3@mp3+aaLBJy<&=x{hAxQPra7fA0Vj1^`)htnL|kQ(uvt_tK6c* zE3awXlv2H-ad(lsXLSolMGHrTio2yr(WcH*LYMz&A3UY2`_baah8KaCOG(M zDu*hs?Y5~-34e0LsOZfJPqzo+y?0DE3A5N-GMwofvaCY##ngnSWzvt$OWR!gO9Iq5 zDwa&%1hMSfiF2nqOP>Ciy<0VQnrV@`hmHEB6ALF!R`|?of9-^J+%rx-_g(txvNJfD zq+T9bGjY|#Yp(N5HyIZz&9yvwVNOYX=Cu>C%GQn!%CWO=x;!>Hs-Mbo+FP%nYDshP zrK2+y9!$(TC$&;4Gxo_%<=ximLi2)k&U-FTZ#wXDV&8d4aA@cj?meho9iG~8@S~%_ z2M_g(rUrK_r|czJOG+oE_rDRC>(SXKK4<%q=q+yVSQ`6H=Poua5=!xP-qUk1uKr_{ zbh3()M8=ZYCLl*FH4QSowCluXx3ZajD!$8aESubSnWgdYM48mbh4pkPV!)_E^3oH(hb zbwqj6w&g}gj@q*@_m^w~h2Y_>pb)GVul#nR?|SEz*CL-wC#C*$RW5HjaD0{vU+)|i z$?1$HO6x1;g0-p6x?$&GVKKT~3Oq}c+lD4D8 zZ9|c^YFt%n#0QPnGkhn!nCN!T1mZ3ClixHJx_@L&_|5dy#z|$KT>ZJdWq|&S8ms#_898LObr7X`Ha4L+W_|xwAtLVDk7x3rI6MQ2!{lwCI0Q%G&6!8u$Rw9dll;}HP*9~Z zF;=C$3^Z^m6tuPx_G=+IxnYsdvS~0)Ek@jJIvjz+b_SE?|JiILe~gR;L4DT=%6CQPZ7&j09Tf6zfW`7wX; zbN=Ml{K@b6lRxuYr;1yrif{Yx?sL=i*<5CER6jnr>@m|Tm^gOrsnPmQ)Is%yV2EiL7$~@v+~?cUp3m@{LBKQ9(vm!{4|4G zroZHro>eNS1k;R$6>rPmI0cpcS$wA}Zu;7ZyWPq_r9|rH&Qp7id1td|YaTqM3@Y7D zgW@$B9w#89FzCYYlF?fTu=U{Mt6|6Z9vfn zElan*af&MI)ZP7J8qBU;shd09_Vi9msFdWIBmZ(nYzamZYCZDihx<-Z+0C3x$CWKl zt%DTXL2a@dIHt9mF00?ne(->D>}F0TxtFt`X{bDVOZGR1tg<^RQ>9ZJ>n@&{tFR$` z@w%H;izX{n#y*I$KiI~)T~bjZ=gx|3c!~grA~-=DeI0OHe8qD?r43(~yOh~p1Q!JN z9!VV!Z+e>9@>Y?9O-}W#pwfehF854=>cJ(Wd)ZkzkF#<~XXQ%HLdtHCn{K)sW|5tg z@YL)eS3M{g&w+xm7#@u0ZZe;|`SH{NvlnxG1%AX__TFq-^rF+RY07Qhb>D<@W_a(p z`|6-ux7^Elpn~8#ydc;=*YxF0=A4Y&HyOD(^_jVEGIMjXa^GZ~{U&+P_X}rOkz{gv zO2n5FH*Vg#aqHHN+qZ7qxpm|2t#>z@?`~$_cChr#&E|JErFLegsB=^-sWzLP;q!6P zL+yi~tnNNajRHkmIw+0U!qdq2H;rH3ROJ6QdogeAL~F-KsZqT$QkI-X2TM1Hf2;3O z-|_dqqrnA_=Q*I%nhvdEdf&{koiNAt$Q)ac?<{OD-A;fMjy>VmZ_M^GzcFW8!h(tG zZh{Jvv)3SrSn8%}wSsANhiUZ%(`e=LrUtjFB1w? zUUFE<)%pnK&YK^rzMGwD_~RsCAt&jdVgH1Yc_#DjW*mQWvG1mGbxm^5O=Y&&ig(L%&XhMbxLc)VKS>dO$||;TWBKIm z;)aaklV6IPGM<<$FJUCJgL6`X>cPBi{1{2NZpY+Y2?fS^llvrO7!4+`mXNOh5u+?o zF=dN;M}xZ%sGJ4os++deO19Nqw$+zxXDfUxJXSRYQW31-o+Gz0d`?(JgVjL?<++`r6N?2>b895Q`hZskC;;+YLuEeVxpKfXHIobX`cIdDOE4w8iG z&&%DktX8tLj+4BhHW!*0K6pIOF}rAT*z6z6>DOL z@!hQ3J=eoC@Z8NeU4k2{6*$8#?P+kgO82({XADbd3aUZU1QQN|M$kC_STX5W?tb@orbB&p0Fxh-z?T6L>08tRUxa+_99W|1;wsy;f|T1u|I zdir+H<2j&;N9yH_wG$^Rcpsab^Qr5)X5Aut4mPQm(|iRkcx;De{3RE2w!fLV<;{Yl6)j7rB9JIZ)_JsYWkukveObTHjbD z<@v-<;DUz|s21K+|FpjUWksHoX zgtbRE-E>KAR9`2kqyJjUzmJ1W?&TCv;j|p;#y1n^Zc3lD=`s5Ov(p@Z7frMVwfBOz zx%oBum|yAG^Qf{-TZx6ax8$T6N5&HGdT3F2?S$S44q9%ac*A91|?51>~O^@fky{+^3V?DSz>b%Vj+_3yOQR$87e)+ABzDDA* zt)lt5+3N|upyDOeghYTnG0!SnaRgnC&Ggx9J=kw-i_|Yso}&NRx6+ec&cj zuN8rRqBhqy*46##2Pc3Ob&o%rmbqKrJgsW|LwL=Z;+V%D5+c5!H-0w-e{%{dt5JEq z?FBRiK%1j%6-K-VKbfri$fSGlfb!f;po)14)Sb2vU3=EoMyJ@-Db{<~SYKNFrfLef zt>({s$HjZY!)XboAdR5bl-x^LtI&2+^f#xdvY3Efx+#B)zIbd0m7}{-v!AG(*mQ^) zRG}2#Nq7pXg+MZHyHcSgZ10-Y z@S9Ndw?)z0+}?qzwbR#5cuv@PVD61KqW;czct3-jw;WtaLY-Hi-uq_C-U(Co9+|TD zL=B`faPrz>nW`z16?Te5O!3`dq+4j+463{^+ik5&-l#5nkfSu*K4ol;{^k`0a$}dRd0nJ(y~mdhg^v|WCORvtJBHO{$yW!zWNTM$ za_tSfyNOfC6s`B1(X0EL`--KEpo*DC?;9yglOiFN$4!FYmgRBh?DjLbppn@tz}Tw- z>mQkJ3jXF5^i3-Go7QJg$1h_^@HR-t@09nSHFc^HarJIDB$|-gvXEAQ+)d4DRZZ)> zmz&mZGT5K-1YDbk-UPQe=5Ad7M)W+hO*g3Vpa*U|oP@@i)J@fDRaNU}lXI`G2FF>( z5^qqP`DE7|d!t=_lv^)eSt4VJH>l?j3+Xx3gSxaQ<2+BsC7+B-O{i1km?QHNWYZTH zb;nb@<(6tU0v;TG4{n1^0u>|E;l)VortqLmkGH3hE2@z5%7KQ)$AyA9DXqO{nz!kdlMTGSg*mLYL=&de3oF*Mj5O zt8voVdm&Me=koH`n?+plm<~#jyHX$-M!omaS-+d|8XY3h-&{+5jAmFTFY;z9mN;{A zMqw}ij*6xF)l!ecd)Xf^3OLVW-enl5*<5KnBg>R@vQ}rIQ1@kWZI`hHQ*u(Y# zU$nk`;C@}Tw7Y(X;ki76_JebJB*ky6ZrS&yuyxK!i!Wa7g~t|zTlGrAoG16+;o@qE z6Z&g@JFXDkX?QNLr&!{Q=kr~>8#)>aDmp z@)0=A_d;HyOH}w*Yw6KTf_D?jjxC7TwfOSRHkT;o>UU3i=On$H_V3J}NfEo2NuQYw zvrGLe$gaS@AiLJ&8CWL==)_)o8FQHHe06$^X7UrcDa;#7VnOcvy$hzt{2PD0$kDE; ze-G_?{;ulej)QNG#k3!sQ?kzJu%A`W>CaO6<&_3}M=$N2Yp5|z?;Run(>G3%zboAN z?tQT9#z}#9O^efcYBaB$NivMPvm->*H3yVYV=}i$~~TCQa-PZ4{Gn< zr5<)yIOO{h@tMYKdoP_n)4P+e+45yf>XG2`Lr)WR0`79QCryr55v~8o8F9Py?;n2o zBa>ABOKaGQ1Vi_`PG_UwIg(BjLf74KRgGT;Qh{?Ds<5vBeCcPFp8qYu&Y z+=}PflH#dctkdER_12r;Sl>SRl!~-$*uCMM`oh4wrl5pjw90yR_JO~AlGCpn-rMj$L8dD;r2No=2)EMfkN}LR zEA?NqOMS&V&#-sm$G{TBvTVhdcAgU1KW&eZ-udJ^ZeI>sh@1vFc_YX(U?*>cJ2~!7 zoNEbDyhv5Aeuw$I!l#=X6{cOhyZPc>&gLY^yU<8V`gzxO^E z&r6cLJJ+D1E48Hj?3|v+w2B+twb|Qa61G}Dyr8{!w=mmYqg}hxRvp}8C%os=?&`F= zw)5`iiC?o#kX(KDtHo}^bBPA(b6@|B=9JsuQGVV$=B=NF$mtjFS{x^Hc=LwMi!48X z;jVG!WsoZ%5wgpAcJ{0jg56)fm^>D;Kh_xGR<6ziwjPqbpO$|=v#a_Jch2q&?*u_6 z9rSlvygU0@%9)nk{1>O&uCJIsd6Swx$KE$fkE}n+e{8a$hREc<6H1BKwOj1<}Ykc#M_4V9c!fZ#K*!rM>zUjeJnQzxV85~rf+@o&F z8l#>f(=mCThM0`E-0jxVqeiQCr-2Fzx6<@t--6p`wI83F@R)h>4|NrhIw7g6vBv7j z&jiDF3+wE!*KT`#ezJVDXnkww_aB-YVk53=CvOGo4hQMx<<8sYwqwsB+Xwu|7Dl+0 zg8Up(eirKI@b8CKRqvUyF*YJxXYsD=v~(U&IyJjK<>XH5or^Y{+fg>9Kw}yxtAP?f zB&#L;yt;S8E4lp>^2M)-o?h{8)=f!J)^MA9)^ypAhI!$~YVDF9x-Xn~w|gQu_HV*t z|K{EeZ{*%zx}dz#O~^5i*pC7v71n0#)kkmYfu)pwUmimM7w{^%w$`9L~LebL0X zhw6Une`+&37@82=Me)sXA{_WPUeGx5< z%G2c1&5v1v((6;E^MOe*^NQ~L{C3bnAlqP%*h0s6;yHIK6Ivy*5~l6*SXKx10qJyUQMsW2`69(&lm$8J||xBmTf@kOg)MPKTa z@e?@X8`X(cxKpO$pJ!KvM8??6>ye}r3Qdhy2W)|S)3$68OeIB)Fv9= zTI2mJXg#R^o>}`n^OWz6S2B_9ITy+n(|7dV?MZ1i$Bj%$NcyGG?Bfx9v@R>iIW!?sB|u28C3dBs8Qdzh!+n{QJbA-wY3HO%6dF zxaZOt&*xS4N1Obe4o$r+F~92Df*6r(lS5dNfg8vB_zmkKChe3y1FFi6)aPdF{0Im= z^tAM-wI)Y|FE6=^;Nb*3nGqnmD^qi6=~TzJ08s~sGRxu<$=kDexk~?DGzPq z)NbposXk(KXtx|JHQ(iWC+NAurYAz0qkS^Jj##}r$NR+_pTruMH-od|!?|Zod7gB* zHvQuL_PQ>B?}*VM>%;&Z2eXqZw^d3J}< z%mNK8=`ZD>?Y4Pu5A8~ld^p!&!bTHtLo!q8dHuU5ss4{SzP}LQ+iSGTIuTTcL##Te zy?=NAn%(^u?z-PR9WT+mJi@K~`ePYTRrjgKKUDS3b9dv1n$s@cbqAIDN8zRZkx#pS zpV(FXC-*L>xX3{+E{yZ0`|Pmc|M)WmT&7j1^K{jNvL2{VdltFoB>#J1?)S@hi)(6G@qg=cT=v!MgUarIBx8D2QMn# z*=>Ah=U6^J<#}BqPo0ny_r0$c?Vv0_$L&*~hu9we>^;6OCwYrT*=>9$xBh=VIG5Z7 zWq)w9KyvbRMq{yuZHWi}PU36_SGgL~F5ZO|4EOJQ4kU$}ywdf6Z?H3wPB)amtSr z0mc+esf2^r_tZ(EUcBg=fNz=Lr*i0rcb`7ucq6z^tdIs$1yP{$9sp7 z{*O0R#~LF}3UEt`cpK$I+P(_Y2nM2h%wjdWwGW?U*vsoIFl`eJ6UMKkO?}=?rmFhBGpyGW& zgd0*JIzO_qfA%hL#bH!_?1B5jzi>ZS5zQ)vpllJ#wb(^C~4{M_ycWq&R3@TQH*^U}PHGbB)_Ne`P zYwLH(L%)-BD%5#ugt9=5MsRHS%)9Bmqx}D)#VvAEx|4L>DzLPd{_MB`%JM1iz%?+a zr~0z(^`x7p=Y`!Vvgj>%5o)x@iEZyBSZAr?Y5Dio((gactbTi_YJLl-f&XqDq#fV; zgmXsA>C+PO*M3Ykj1-NEk0|f&7rm>uruqP=oB_A6%F~N|we@Bx#?;v-99$a@s<@Do zoR7fi_wTr0zx&925mYjOlH(s0lU=*h{Eq1u&)cgW>Cv^7bu8V!Gn19??bD8GhMBnI29bkfp@<` zx@!!7hDJb8Z{k;$5%7Nu@q!d#B7sk5c)FYy$$C zx>DD`3*jdIbfr7L8+qsda>FdMx?^?fR*KyIEw_CsNQR0!=@C9Dp_3Fr}-kG6Z z)50gM-?dfh>RbbiLinR#EvWCeUFwJv+tEqjD!8xs()BsvG4K3#Y&tLrG<2{grK6Rn zOBLSIK7Ib3cKzvhACG+kS5BwzayGkzUAm-L^pi%$w|mzN5AU>o7@(uP83cwq zg61FLBcBfcK6U6f*TY)VX}hzZL3;nndp7U9AzaNleY&Nc%|lSf5TjMOZ_@|4e7~EZ zytDBx+%jB0IvLr0NUXIkgwOm<0n&E->NI#Nr(ZL)HBo2)!Ovb_KMGEkcgRAI}do6k6$;CHNt`{d#$ss7t{ znBQnFgxXXOv#Row*8Ml{{xvQN-?%$I;(0@=LHRM4^*rD@_A-%vbQ=}1MCdmOV>jrI7mW9)w?$aGER**L** zqsr$r*nrZ_ze=DHrLz4S)KH@*`s}#S5G8}@5tm{b1DBhiIQjL z8de;+bn|Y4pH=vwrMx|-x3kWxJ82=}onC%y0Z2Qv=U!I!-yv|#jJx`4s*hZ{3D$Ib zw=}4EEPOBE#12K#3KQYUFU(}5Aa;VP%$INcp3h2{+#i1IX=)e$mFme|=JNIBGYyZy zO8L}=vknr|k89SYfEw^G-+E+OFi@?p^S>9jNov8(fpWzNgy$xYB*D(u(@DI!_(hd%Vxi zCV)EVpLN1M9j;b-__ubIMi{6T0CxzEfZE$qY&=U^PQRY@P^P;;A9o{ta8O??oVn(SAyZhrL&G{}jBu)J2um(M=>%Z@u`n@8ye)ooT5moag zk2xH_1Rk$?)-u24P3n4Wo0lzxpxO#FJ_PL%aK`<7XuI))-1a1J@q90>&G1G2R6%eZ z7?Y?gR(q3M$Eel-TiaFr+TG;hd!R!7;$73t(q|4zeCaCrRM_^mTf%%=bdA@u=00{T z4J+Z-?>Ki=UpfsA-`q4vI)BX5|7VeYbp+dvdCnGQUrvDv+x0!L!gl?iH}fLO`lHu? z@>PQ5%~)f|u-CGbiYWcs>`X;<@MzNkWr=#wc+l>HZ@^<#=blNa-QZ~{d}?+ywpM-$ z^TwW6peEA_NR!D&;Pm=;ouS`ZuG&gooofK9Pj<^edfm%^cz-^%Bj(wRXt^F|oVrd% z{W~N98iuNxb2!1z>iUF_R*LlxKUJKr=t>Rwo`O;}Aq_L#T=8z!PGdGdXcwWd)q26p z({WyR&U`p%@j*-a;#`9VQ(=wogR7rZPwfc*Xp#cT-;;J4g9e&qj#;QDe=>RWDDV(( z=7CU9j}qSdPJ||L`(5c`cOP%P4lVQH<3ieN3$kq=e=-oUCE}7x2~tyNbNowsP-!VzhSpA-w{xAIY4Le zZb%QwQD^_|^lNt?>y_PZE$xq}nl9OV6ErYdZ}~Fju&MMScqVbB+QGf zI4^K-GbkmS&j5|<3f{XJ6D*f-lIP*6+yka{JK7f(~2fQE7|9)occbetwHv`FWI~vS*QN9+iJTw5z)9T^y)6 zWRdW)uq+vzIKpQI>KxizA9sv*v3w8n#xB8ooXkm?&|*UPh}XV|&W=!pJ@p57B`G#1 zoh&SCw(QyIckD^&k=d^~&G-BkH$RqyT8dAOcV<<6xOc;cIE6jplDp!0o}H5b1;Z@M zmoeKp!~2Ew_SdH!TDz*nd9s78m@?DDy$L0K=Xn!&<|Jo=N3&YW&90j~5S2YN^)}P_ zKZ|5KCI@DS${&9&lq-Jiuf`PQHndQrz1I$#o((H?CqJ|mSK8}Pp|6tE906*hg4;`H zJfCYBTOL<>pX;UEmD=(>X>wtZXnlX<+e5qDK|O1@eKwCwGY&m1?dxZ#HQ)nvtI>Mi z;$rt6=YIt^CqJy435&Jl#@ro})1TWsJh@x&UN>k!BMCO3!I|_E6b5qp1;MU1`8HFL zC#LxtsMM=Zp2j%+=f>%K&wYHio&7PEMtpVRLtD4!Zx8Ka*GWEz7(sYC@e13f2e#`A zbH6ngqILBv#j-yf{(az3b&U1S*a&~nSaHkAKpk7qplj{f*G)-+>!xVNU9Aex>#8@E zc!;G9SNQfxS>j%Qr$YzS7lKDJCt1FX5w@GyRH&-|;|T-St{A)6J$8=w%^M%Z8kZkC zpgAoKJoz*E@7bcy~do%sNT)aecoa9aDz`mAt9=p?yJxf@pnF;V6HQEFo zGl6GQ``!FHyN^#TxZPUHAK_L8?&?E2MA3)d`0e;^-zXXOQxJzf{t0*4llOv03BiSe zf%@ERh0~Kbr%#_*BO-OP)&QGjAWf5&IqJ+j^uEUtT+Dz*OW$RlzIS`W5#`&>g&Ka- zK)y=?)fV81kR*uj?6%f|TeKj_=kJQ<9F};V;*<7WL?|!fg!6t5Y(oL;*X}+(KDpb$ zuKq*dikWw3yfy&!QZMu7UsQ~dWZ%Pdc8A8bjFNKDya8;6aN{KXFr}p43wQS??44YG z=zyTN@oq!NFxI?|h!am!JD(?khG@{c-S_XhU%Tu6;@#qlcTI~S<<`Z!H)9^RR3{6r zTTESq z(NN{bjal~Tb)Kdv0jA1Fp{2a3{n37%qx};exhJ#kfee}+H43tsoh|cmXKRagWmkEW zod$c7q-Om*1C41DAHfD`=09?u_UQ4
  • 0~^h3)*WsqdCQCi#UMeDz$uK%!M12}6O z0rf1s_Q2*$y#Ji=s;Rm6tt>HieUFg8#FtYM4C`l3HoV-SIB)Np(nF#3EzawE1V9oT zAHkz5J|9l;e^loFSg+jjW8#sl52rXjg2wjaBo*hK-8!LGh9mrw!x1B=KN&3*pqZ== zNOxe~(OG{4>^BO?=ij-bx2F8Sr89F43l2b9WNDi+RStg2?K=L3{qcd-CtrMMVO(zl zYn{ib-e2vqr)&4W9Pw*kxg>vht$>bs)W3|`&M1CSK+pff)*lBgM6@MAwS_0V8u?`X z=ZMuG7TLNbEY=;&`xV3|(I!Y>FQyt|$I!k|W zTK!Rx{>`2Ip(C}V;w)%RaoGfE?Hkd%c?;jqWtZjKV`OEMIQg)%3gh|7FPxQSyA{BV zgn64+fs5&l4D-&K`tAr8d-%!fSo&lQ7Zb*~$+0d{3gx1pHe0zlXxb(j(oW#$7phN< z*?IQkrt{53lM6jWCa-qk7rJxz#JgFRlEw$?W~~2`y1AN%bMnGSafQeFugencmmknh zzAt(9O;4k#N!6Um`_jIhDLgbaHTGfOWM)@=rac=co4Bgg+i}A3ObWO;HuG`I>Fj+6 z-4!1OU^JEAzcYUQ&bZ`zov&xccBH-7Z{{1!BA?N)vr+(`q~waj{6YIlC` z{LLfUT>u&$1kHuqjje~xLfx%RyIb4#&QAL7T!R2<_y~iS){KoD=KJdP+uof!#=H?^ z8)#w>lEOiQImWNw70%!E7F203-VHBBb{we?y!0K z+-E;Z-mp)Ow-;4BwCOj~&Dx1Ge;-YF*K?40+Qhq{(L~kkKOED7J6BJa@0t9-NTQy< zboYjL>rc2VJ`*zE4y%@>-1qc1 z6;#GODnAY$Zp0YFIkc&I&nocXy7KO9&|o8|)5_he{L|0lTlM@0jF%>vim5=nmINEj zfJ`WU>JsPT{QggUf}xqj-CD!R4?INTkC&?6ZY@0z&J&>48Mtn$XkN0yH?2eP}!P>$%`zrCqxr4XK_RcW<7S z^J+UTCWNh@yME2?^%w4jgC;UTlQ*EsWS8~qY!!by#TZS?gIe~-CU4LY37^{fUG&iJ ztd{aa4|eWODQgBTA@EU*cGFybd&46u)ry`eQ}qhZcY& zAc2x+oY&*JlLdo?m42VvRefh;0;peqtT+tOo4XI55HL8hUVoCQWPL^P zsj|eo!R3n)F)dp5&adj%Te0oNHK3`kU7%(ga_P`yO>-c)6 zV55ZaQKK2ibN(W$kL3G-YK}?J89`9%_b?a#l7tvf%cC}4mICN?+NRyV*}IaCzN<@| z+jDeA#V64CPkA|LZA_)d#@&~{oArOlP&>9TV%P3^(6Xbucflhs!bcGL?kZ2acmJ*g zY=ZEqbcxQfr#p|>zLN(nWvT!z6*|28AZUtAts}MlJ7{^)L-6tW-7z4LO37kM5Z zyDhW-fQ>|Z(#sDZceKODq4?g*Yt(m%9{$~0TEv|ELB@N1h50k^iWyOh`kK@`zugn} zJbiS~Ld1JIsAIWn4|Ks*L|G+h$SmTX{+jB(rQv%Z^QzO!t*)0ex1Rj6ckSg4_4m8> z*clL(4Ag7SW;eDQ8?N)&u~v8T1wV=Udn>_e{-%V2M_NEjFD&_Y)J-W!jY&Le{nSAR z)XxNsY=axqpLN2%fma|omY-MgbKl6pEZ;iorX;hw&e=I7>kQL*0N|!ODRjPhqMqkJi5hp=;>0Pf=_-}8o7t7(;nKsOW7V9@qY0HgAakQ z*73`jod+Jzl$d^+>HHGVva%NN*n9<~G2RqWS8-lvPddl@NVl)x79V7|BxjvuS#w=# zjHJ*Vc3;bSr1cljB`KfgMOOCz{+wm55gX!EBy$?!bmoLz3nt3!}= zedhu%1k!ll(wN^`1?g$ZvBlhR*paBPvk|m>2)v5rDSQ>n)5-RM>;a4SK&Cc6bfiux zH@iOL0bBL4sZ$;Z&H#;IVk{k*IrTfwQ`^a*4;4V`TEHvpPFc^+j!Bwdl^WxzY?C@? zvUZ?!{o*~sZ2LuD?M>?e&xplX9()(kb6VL(>?vrh4!*br$@%94?rjdd2WwG-7R00~ z-RHU)XZ$0C>r`WeTP3I$F$J<<3N-RH{rjO))oq{Rz)NE~mV*1qpk|u-9uD6f^)^1r zI+f}&9ics+{3HatjbRhbVV{nAxvcpyW8d3DRqi@x??^J==Q0JYoshWm^6}JtZ%TCp z?r|cmqlL^ggx6K*>+Ct6f9rN@>0Z#ldRg*1a7W%x`Ch#L4x_`bW`V}=5k1!=aL@JA zVbG9|-aPO+EBH8)dU9HY$^q@#o2O;;58F#%%kSK;-?8qhKKP7hV9q@)2#Iq4~<@#%OA8*7%y&kw50v$o!C%Ey3*!%6A{1I;D@|Xo7^Xqra zCEr1gaNO9#`W`YSA0AbZ$^7usjK|-ngX$>d$xm$s6n`H8uYWQSgXS~PEdA!4H@+=y zIsLj}^&gJ*$qAui^^bqP1&=ErjYGDA796Pd8_!FYd{}FMv22K6XU}nK)9u`^yOzqY z%Q67)i3M+ytCWz&dvc84(n!GCtuJ`ZZEe5Eq9xs+rwerqdeI@ zK|H3h^n1lcaMgCq&v@2NUhssXq+H);ulu)hyY6?(_c*WbdE+Mmnr#7h0?%v?Up)V= z`?S04C*CbS^HjfwaXn&*(1Bj_^*yIk4{2X$VczIAIWbc-+-_#Z?hWz(x@!_)D;YqY zi`1G^7LV4}&E9O5dOS}u}BOsQ*#uTdO9okzj@~90oqk@^h zlwZG7F8O}(#k-b+`K`yA%E4p4bG0YV4&|J_T+wdE<4NA4^&n?UKLRJ5caQ<>i+69v zFz;O8ykk;cg=0I`WiTlZYg<0pow@*abi@bf5{;>x`C2M5^QP@+`35SYG1JYa4|3n7 zA?x2Dt8%(h>mh^sP34ECPI=@vlOIbteNz9uu=ac9Dc?_Oya(mVbuV5(#xQ>VEoa*& zDwL;TuJgWyd7~Pr#yD~bww9!0YRyI=L2W$-^c5(XN4zh*NnI~oCnUtTH_NLn{KSHA zc*hJh%DC}^onys(k2!4XLGvwNPI0`SWhuG&&WC2u`kI5@7eIq;??9;#dEi6%^*iB` z?#Mlajv$RtxSWl(!8;vz_qr1V(< zw*ClEiFtBH$q!GDYrEG=mLE%c+!z5` zDBYEs0;yNkI-aI~?@ay9x#@RGO8MD4lF+pqDQA9v0x&the<$}nbd>UnLt*CYp3q<^Vl)xLC71>VqddW$P>@ddFMx)bBzT&R)Mn(G#*z7raU#y!6TCBliY-ifA_szpL^FYv=%|)O!o65T& zW7P+>?RTBm*>!yVO>oQO+AjDo8H@LsxRz5Tq|Q^7ssfGtil^$|XR3aeob)?K zrTi?YqYaic3y=KZSk$7uUF3SUEoi{yEND#e;vGo$Bz>dU{+;@3b{=0VxSjj=PtO98 zZi9kHpf(qz);^^fx4dfU``k8bE%_ei`i)|XcM7v%+_x09jiy0LhxdbYEy+JE| z_Z?-A*>AM&iQ>VwZCF-(gKgEna7TRcPDuMTKxgsJ%{!N|zF(*i6DL-~VFFsu1CFLe z@I^-Ti+>+l^qc8o?Zk<{TMad)34*$9;8mQ7|L24so0=N?;F%0)IXlMk{MOL#tgC)2 zX@BQV4$xV=3%Ytpc_nYl?>{D7Hc66KYYkU{hdZEA=cu!Pm;Rbv$FnnUx0c#-_1dPH zY&P~{I||;AlJY!a%{l&$(_e#%T8x?NeH-5Fb0~}N+4`>Kq{6g~$9X{0mb*9aoW}Y7 zoMMcmT8zPA3xUZO+(l*OzHhj#x8`?XMoGCXY`>MU<$`Jpm-Uz`c!=gFVr4D0WGbKRl1{-f|`$K%+BX|-R!`xv+D z?V+mW5ug=mdtoc%K8lG)?lscWcWwd|s#wN%wO_x}F8O{n;w@y1478l~+%qlivhqVy zO^(?&gIdg>?%m|;e!TUd5vLlP`{0`F>N~`s>-8O)7quUMGC0=G4H^f5El`D|J%wra z?}lHy`?!o162wnI8WX^6zKM6Q-8emuJ;u(<0@U6Btwlsy-LY@e8@c@xL2GmqCfddx z&{nSBoegTP?0a^bcY9g-`rT({xMN+V8-DF>_=|U|FM_vcbwQ^%J!Mn%t7AXfaUEJ1 z4k}Ko;Kgah)Aa9CQ@@LD`kl3=T%BiLqGa@$7mytWmg!1jCtn_JD8B|;hER_({_3B^ zYij_%*@P3GaG3lO#ct%*o4G^FmT1_MQE>l9T_K>-u?;??jUqg~JDGKvOv_ zal9YZroBD1D-JX-25POHoKvzcv+de}9edV*^+HP)UOsmBZi3%2AMHDJ_Dk}#KynzNW zs}Fz|BeCo3y#uyw!~LtE&Y)DeVm)YA<;}T0=Exr6b#C8A=g!F)$RjStWQPDmZ) zsAIodecIi}Ry#nA7td#sprOk5M#*PNjnvk2zj=FZN8-5+wStcWbS7_1k??aX12vv1 zx|W9TmOgWGMrPA<;Y-u^s_pUfz_Tq7v>y^QJq_AzcrzyXn5uEh>C;l*=TuMTwUP*X z3>v??>+iJp#@z%^&m6Qms-XGoB+2kRR=FsDO98BV_xkUj*v<`FtRW{-EZ`jLGLh-6E!**|A5Z=!ns#YOJ9lobp}8 z_&ay zW*n|h@H@69C6W2yC9g15VZJ@5Kuaqs;QQJ>X#I>+eH6OKV>hVxdh(7WGdpB$NV3?D z@K00sEh*I#kmkTLoKbdOXLtIEcahH^vytb(ow6LgJ<0#37FN#t$ONuCcMG%W9yLN* zp-A~ zBJP|6O@p~FMA`9{zhhHl!F>52tx1wMZKZF5nl=-m%cm8l&A$t3K*d97L)VNUcGKP1?o_lh!9!TbTTKSk#s*E+ zLw!8&s8(H>zRvFBx9dUkL&<_{N0fLvmO`4Eshg^%?A@N&abBRxfbWPFD9$nVGVYn3 zw|m1qL2u*oV-9&2&bWd02|sJOUd%Bq-+T{)FSdb>>cqRYb(inyttszvmH2WB-d&9Y zZ7i;gV_U)7GWl+hxY7>c)1d4x#(6_w+MB1~spCu6YotGlWqjLpxodd@WQkY(4#8vK z>KbXpBKc72$(GZvCDtFZ2km})2ntO>`0h9Pd)(abSr1hkUPD<-y^Lx0ZezXmuX(aJ zf|kSJ&@}PjpH{;kOD}N1hFZ9yKJdvNdg}D9g zJ>v-fv4xX2>Il~#I#eC=Xd7r?3p7^ef3No|s6Sw=zK7*(+&8PU5gU6TOX)zN10JIQ zPm8yfe&2DW8nm+Mn4U4HDe(@pqgmKS@!iyYZ&Z&SH?fmwkCVI!T6+&mJL&7$z>Ac` zPrPde4Q(_U>)4*ltB3Ax_nqO+IlWylnfal^nuDN{8)F>HyBwoSWc>17k9Y8~t-LHU z2iBy_Xyus&Uv+PAn*TjB_j^ODeDQ0hr#ZmG#_enVPv5*bwrEP^q%X2t9qSnDGa2hu z@9FJm-}}EiBE;;A;vweq3y!CqlZ&orS$T|mp}XfJf%n(;tx1*U(c4ma!8?49uE6Z4 z2JhLL&lb)2ZnfER#$4l7k#(Qv>3m*SuP*&R>AU-{pv{~lW-GmL1d|%_z&Db{=yP2L|f3JS>(tE-yzCQ_gU;6B6f?D^%G|MZy zx30hQphlnCeK29O%)7nka`@7o_he1GzgPYA-q-n0AIJBYoql-l z^_djI8#?XP+rNb>o%7wcV_)VMegUw?Ct!`A;2PuiseA8xT^(|4zeMh|u2h) z&3-!J{k464>uY{wX6Tw-e%y6ZjQwcQiSJgQk0))2;QJYuUUqIp($A;Wo1RoN{hTNB zY45o`GG|f@BXrtpwtt)I#psz;U??`nGPy87r@h8p!Y0}BN%h>DGH1?7hU)CE@t;<6 z-FV;e{Svyq`Rd?H}eAM(DKHnoHGt=Oo8`JS$M)a&Dlgylbi@17v`t_Y(Z63Yo%?FMLqbT8D+y$09Z0A1eu&PAM^DxL zou~VEp2Pn1<7>*B8r zahE^j76s_ESAjjd7vkB#qn}oP&sq7M=asGXmFl^bkvw%mR#&R$M(QjRi7~n<^-X~N zhv)GJ8^ZZM<{8}3Zm(ExJiGa(<>IQR;_q(?z5mr&&+|CGCoa)aZf%x9#i62(?^c^< z{O0;_D#?;pX~pnEfIY0f-57rw`JG?vkx0mfdj@$x6 zH{F7-2a$-%&rd5q|KRRskW=bJtoBsbT5oQSJX5=s`5#+ufugx=on}eJ z_ctHjl|Jh~ny^vk-rjTIG*taPr}8_`JzMLvz1L?>Kl;EuvDA8VvUT^-mK>X(ryum$ z*X!=x_x|>y4Pf{Di-7v`oMhyhN8jHa{q*kF@t%+R$GTDt3XZKZp4>cB_DqtY=A&6B zuSI(>3GnTv+|+0@zZA^{*ho6SwtW+*Y^sU)FDV9N$x`X(C~fD9Q6})u}UlX&YzU z+aY*Msx1DC7IS|0;kd1RarL1y?Zuk+t}=o~%k_6hFTG>kQeAka(p4kTtY0rDKrp50T_uegj;oZ_zr|YA6GQR&RQ|msM zWVvPc*7b~Hmws;AF(azx%#Ndu8)a_oJ@;p$gw8bQ-PdQ%HLhP3QTH}Z=WU$BZgG&I z`rQZposMh0{|buEHKvX{?_NxeoAL~tLCc|bet_C}f4BJQ-LEC5fl^SC<(}OKA4q~z zNzyxQiSjj3?{(Av9{;)xnh+w^Si!Q3=;`-&yPw|u`dR+?{`wn#8~@}QRvarjQ@;Lv zc9}u<&h-Hwc8aix7p<RQm?EQGVe@9-}d(ZiZH4A|f zTXwvp-Lw5VdOW=USaJ&{C+3USe`mV4*W%f3X`Z-b%V)cC+FA zW>;U}6FagJFATJ+3SrXdBj$q(s{OTlA;H% zUP)wqbxpL4*y>UdZb_Z6sXxmM!0Dyysrmc4srSCV{{>2GB2qkJtFz9iA1_NgUM5z2 zX75I|j)P0DRh-*#Fma>Iv%3i!BKST->mJe5`S+|(@5#2b0Egnn8$AaTHp)EPdrn6z zm`m?ieJ=0r?2ml1&4=Saj!jrE^9WjpyqX%nr+iw)dxt&cZAaSTERR&rovFiC{S;JD z7PU*Ae$c1=oh|KWq>RXE#e1NL6L?>m293B!dp94cW`DGIb=SN5V$DZa<)s(pq?hHS zZ=7*s%a889gG&ueJ}kX(OHSl;JyyND;|wbPbYFxfP@lfHXZX?#zl&PUvCArWXp#C* zb(-^@a!^SZp#v}Jx}J)^pR0QBEC27u@jYUvKUQ3|GPay?^PrBHaP%D8ti4;8$$yx9 z;o)6tP;|bT3XRVCIe~jWRewMC>78uF_j914@AN?*vF5!+73JCSv3Vb?7e2gvd&Tm! z{l0u%Pd~gvO=!!@-`72@+WOCbcUqvX!F#c`@W|2^sZKZ6{hF4>zvagJ^FLH?$%L(z z|NH41Pkrcx*uy*=+RqF=K!Pdd=&xsvN9%tbTP0yp!QFg$I&)R!f|D%^lK3(V7aBca z4mgu2x<~ws;h#`PbJ5KTDIeJT7G`qJebECy9i8)7gIJCp=UwU%$(wm!? zlJZyfT5P|<)X!ZVG4qPymQcrXS!0Da5wBlFOa&*ws~bNoNj~^WqN9@g@Z|{Es`{A% zWo!7(%4HZX%($bSTi85LPf}?U3 zS&4ovM^j_c>TiC0zd`H8xRW(TqtC`gHe9Yql)g;P4A@A9Bvr2A6;)eyB<_YN?o(fj7T@-vDw#}c=*+Y)6BkV zExfCpyE#jHFB)V=EIr{`a8MnYuHhTm(dboXBs|ut>N>X zclYc(UEOcfW_7%-iB8Dq?Yr8(P3y(FWVROB;vF!3$^Lih@^`+MyR)w~@pwJdy5)xb zx3@32B)!})J0ddPaF6Zbc+rw@!~WavW%Kq!T7zqDd^qx!f7{iE_R?=aR%&=1=L<^_`~+ zj`Vt&59f@FBOLGR|AC~@qc&OpTQZKyWbFr4tfJM6zOj41c`*}qz_o24R zEBlzEd^EQG&|&U=T_|XAJUT|SfRc;N=5MmmvuvVg*cx=MK$KP~0 zyq^{PhGajNlSQ8oy#0S5!szWcUmyRchKjL9!k1J(=VX3!=-#{g#v%VH-|DT;^u`6g z&u!Y3!nMge&1qLky<(6Nw3(d3|K=Y*kGRgSZ|g4}`7-ki^In?^DNYea?RU4Ao2$(D zlGT)$aWH0v!n89Fzx#4{hkgIe2dM#0%Ki8&FX6rH@4n85GuPaY4>=BP8X-udHffoW^j{g8z;swUY6{INHf=A&IFe0Y+j$bQbu%7>7W zjsMSzzJGa{O)J0XPCN7KB7@hn4S&>HR98pW!CkBKpT9@-^0fO$K0LmZ_|uoe``Ly+ zppq>pVJ>6!o28ex8}0EGuzvR8k6MfD>T0mQ`nkrdl7D(0*V(^T{+QJ)iLx^dA1-g= z^OXZ9a@U%qsejoDxgOuXr%<9(ZI$M5W8)h{QOdsTKl`!1%***nHw@cfes`G6nRr}g z+5LO5TpI-XIgf2K^h#?CFlv8euBa0k`^|a=xWA)Xt?;`(L1*T)ziMr&#q~aq!TL_h zY`T9h_GH!FH~PYVbd;Bs?&nN8DYNT-%Z8NFyYC^rkEw4O-~Dggm=g7UwnW^w>%Kq0 z1(j;?i@NIaoz1@w`5Lsbc(1sjFy+j{-{9!@i-?YYpy;UG-)S0P)czi1la%cJHB-3NAL6%5$*58FT|dd+4o=H#XIc#Ur>hBiTr)!`}VfI=c)uRUp(^Q@g+uZ z5-3nB2Bn~V2PZ`)p`Fl8>bv%DE!kfua5Ez* z!l?gUIVeg_+U&Z2Csymn>m97e)Uq`HZgbR_>Ha-hVA`35zhBqGlHJ9>YnT51%FOL1 z-2573=+%Xgvh~}$Nu{1?4T{?fo_BC2f&H-|h3`JJFqo=iuQ_w!`py5g=9w7k%zS!g zVM=Mnr#E@v3}*2{`r&?`4;K9|=U=>U#-Vz8-XuwZX*$+kVX0=IVS%Y{IzQCs>pr~S z^kKWfpB-zYe@svJo}BKznLX;w-K_=P_os8Vg)p7@ywO2truz?&gBAZkyJnMY1^=y8 z{qyz6lZ!_-q{uzYcl`16lJXzf3rS9~>*WnTr1sY~Ebjn^?MHCf{y>CnO?~#ye_}PD zu(jD&f4^x%vfTam4PwHtdgS%aZshm$uc(@>PeXZ3#9M;cf+T=&h^_g~J5>BiCYu;1iQ011po$na1>A?n=r6=dz z_?K|A?(gM~8A%07n-z3s9{*-tW?sE*%Zz{%tkarJ4_feSV4KP71d8LP4JmwgVe#^& z^Bw=Rcl--}>+*O%n|T*h+TMiNsd&IR$H!nw*#BMM%p7&<5lI1&5)NMa`^zcC#84;l z?*9EY7oOa_3u;<9Eqwd+@}B)Z27G(t*q`J!2N?Cg+peH9)A>8Jjig$==y!8^FRQg*sETdeN`urN5Y0fV9ZGODu=erCI($F`ZFZrjvFLPNA5Bx;dD9rC;l?psd%ve zQQ!6*pvIisd3l+6&;*cmL-@SB&iVEAS(3gy($7Br0oAe zP~gjF>-+N-uH~xV^?HW;$N2(pXE=WZb(2>m`-{|X5!wH*LBf~EKY5&siof2$Vk?y6*|FX4b?tR#Py`YkN`|0ziN@@PL3{L`lkszl!8 zZQMR3DyHKMQ-8PF54V>Rw^l9K-BK_PA$>CWdQfq`#G8H>oT$uU>Gp#fv+8#qGmh z8@_A+1>!rcXB&TCO#BWlVY+NL{=T^B_bw(0`}gVRAiZ;$fSj`%Syp>RHX(uV&VM zhP5=y?5*C^L5uE<>Sgv(W%2gv8778*=4|n?3OSSfUG~D8MloS8-g6S0cWi59zj|9H zvkk6N4T=O4A)O_ygRdv6A(5{B~H`k4tD zAI_+pzYxZHxAe^8@BSTSXC8ikede6x)s5kIFjx3l&u z)If8r-2VFcGIh|ruN9MP>xX2$kH5vPNM1W66L!7vUOBj@c+{rK z-tr3~Y^v-dtLz)^Z8umm!~MPWf|D&9lH~U0J036h`m?}9{P}fzW_XX`o{rfMSigGnKi+&3!!;4I;2!3Nq|yw-g?a~sgWe{V?#SAe`~%vL+W2M#w3isVQ60s` zXo0x*)nCAI?^bi9<0!Ai##1HJDaz#b&X=h|gv;LfI(z3kypNWccf_XZe$xk)XBU6-Wf(5x z2tL05%|`QIeoMDMw_V4zYxNBG_v-EUAce$Yt#2;x)xF@H>-X(K2ZxQb)W2GJ?MFc5!{!`Sd*4s*t{>Py87OuRSR~v zRbKhWd9ls1{z~24o0f|~eWG;l+SjczZoe?ObZT6^{zEI;PiTi=1F zxj##i+E$;d+VnglDPp757f>Mx?MpWoiW%=%c;Kuew6tey;YIFLE&8^3={MsQwcLlZ z4bShg5vy-eH|)Pv?$FISRjl6DsGaq@&VHCLZ=dJej_~E}^V4o$H_I?FwCTK>`up@| zcyZ7DV+MP11f#kNEbSn9an%js?elfFug~8NDtN=DztulKP3=5n07n0zk6dwm#L9!4 zXB>Z<-hX?$!kQU}-$GNXX!WCSo1cC&-T{utJNqDcvGBK82%B?v?oBmDS>a8PZn{N2AJ z?2IC~tO?zyUbH`=D84>a9#pS@N?Ub9P`TR8c~mUle$x)e|3SZ@BQ~FR{Cx!L{DmBz zx8rZp&c94~_4f~LNR-1Q*yrX-!}_+$Gj)aV{&b@MnYxW07fA;b})@wi|oBNyj0=Y9lcFr|kmFRz@E?qBzIqCkPgk>{W zABuUNQT_(0NxNjZxQpMMW$-)mQEpPZWWD{`95?%kW-hsyR zjK3Ie`WocExbxt5PwqpTXB>Y6YLSDQ6G!Cx&m^YK(R>DNtDLEOjtIU_le;3H?PlJb zpI9MgtYFi9b-PJr{eqjDcOShMl+}BA1|wTV%h}t;@Daz5njTBO4Oud4e-e4mjg9n)2^|lPK!kU3sVOImj8J z(80i@xyGB4{t9ouKU@1+!|m+`Kb$fh0}K)EvqO_-SnBMM{ReJt&hCm72w77OA4W_9 z4I^6S*2@3ONGcF3cF^ZHnJEwka_|acIp<8i)t9-;_S;TQY!R=&H|e)6q`C^bU7nNq z$zgMPdH3F>DK;t>m<}&UpT6JLIa;*jx?%s__p)WsD*4q7;obM6zeU?~SA*L)_rT?& zf3n=}e8<@C>^-v%zl!>^`dz*e&H9os|(1;KRkJb&33bq2AQYH z@~(!=rGX;s`?TNhKn2LWBQ|;9#sehAOkPaBJl(c_&4TNl@b=jD`$(0Xdfxu+clN~{ zP6X9Cl}L5K71N5z>nzta34fP`c7^V|mo0*Z&8i#1JMTvq#ote~2Q@pCzsrJ##SHuJ zY+n#muxo~;&WyN!usXGDe|bHk#qR&6F8^k2EsLA*;jT)xch=iXDxrCx>zKLM>%ard zes{~EgMd~0%U?iS)tizJ3-7g$sM^oIH$Sn!FwL<*s@P$2diiGdD4!K7f0mfEPi2oV zJPOLN;JJbu4`A)%kfZZn)c-wr={NI>TJGk{GnlJp3e+qv$;tedleuxb2vZa{H;-ig zl~Smkb^lv3j)R)3Z{`HbRzLdAe)|1u%h!uLA7+9YSB#(mZqR_5&<8WG;s{Q8p%>7s z{^cKvjUWrFM6X;t^5CBU_o4c($}js^6OV%0b-S9fm(4i*>TA-H{PU2?Zt-_^l;#}& zw0rWPc3@pl)faG@(|&gGw^)kq>14juhuf_zV68`c3q<=ElyuhHm9dGg&VGAe?nSCo zg<;rz=zPfAi}mlL6Hf4!t+B&exE!>PXsTy8n4fq9+*)ao{mcRGocgRdc4nh_1^=YS z&}Qcce!hc3-7(oo9l7_&~ESKF>GqV4Pp~1TsPK?Bnm|!|$Qmcp)*t z|KPhWkAKpV@#Y=uPhMX+{UVXZy&5hbx$7Ns$LP1Dfi;9yhOeBvakC(UrwIE zUIm(ADmiL%A<5~uxNEJ@=Ju-xFZ+SCri7nqDLMMjX-N`v%%UW9UEgIS{nANu zir8oc?Ksxe3oiS7dn5% zI=%7%=P!TF$@~N!u;zTqbe?ld`_zP+BG8nR`2D}rmZZ|%??H-zvK)PTuMgR3(w8N(V1`UL+y1~5jKXdZYEqBZfZ7&~c*^tyXwGuQA4{n1q zZLWM%9`WV!YVerCuGcdTzx&^sar{-;eb5RQ+3JMv^$BlgZ2PU&7OyE=?|;Qq(WVy` zA{!3Ouw4@tzXjIvZ@>4S`(oGCulqnVQ(E5~-h&*w_B&`af^YA8(8y4i<(GY&rJP}| z+uN@mKBWonq^zFd{QiGy#?e<*AS)+|X3u}|_u8zx_ZsePH`pOj?4U2)paFxmso$eF{1$5y{d}XA9aOY2>wY_69g%qEUpdFGvV!yb53gFV zyS}aRN!{xSu=?Wgyc2(~P5P~SqL#b4yOtf)(devv0`6-{KD#Ot#=V*o)|K9Q-|7jx zf1+Nr-!yz3<4(|2U$M_!(3p1OQJbRsHTAY<#5T8w8pU;i>;W~HMG?ajNk2X7kMcx< z2TjUv?Y9Lt$67?elYIuUzfQ}AU3~2d%S_CNx>DVbt~&D!oWN`+{$8v4J$eGze{uh=z!m1ZR&={kJJhunjBFJ9iF)GivNJVFpuR!bFco} z`L=nWQCxV#r}Rzd?R?$s_nU5SH+VAxC4-&&@p)ps<(iKDP1evT+x30DRv8e(|Ma;ZaKK;zEQ8A z9XtwI2pS5Rp7d;k)nAW;;AZhVt!EQ|9|U!V;L&h!((hjv?H6|@9+i3hX@)?Z-?i-~ z)!Vk*i00C*Te{`Igv7hG&{3P@@6GVh3EAqT@6DjN{{C4sBFLfKf?AzyDYGP>9YZ-R$JG|_Ym2ddrnYn%s|L0Y(_QZXD z_()Xfo6h_E)Bf{;%6IKB@pqseEWb&0+4dXJUKcHTBa6SY+aCY_RuVFH$WmVbA9PIi zXQ|)70UtTxP!@U*}B4%~X&-BtOgt^hLT2pT%{|5LZ&&%S-G zV5e3-dj}m;+Mn+j+gz?N^YE)LzqDXA^yBaFs%WBUH+ZnJj$wa(VgNWSK8Qgkgk59a z)L(s4wU_G}WJcKJOw)qIi=Y8BaJ;qIe*As$({I5)pgDG%I&j$Ye*RJW`EThjoxiF4 z+;v{nuzbEBT&(Pe7ApvSM{SC~!>2!;EDtS~eUs?A*X1ItzgGX_?~4zxa^>i}AAd7` z*8ZJaXJWYH)^-J(?n<@ykgiHy{jv2^o^3FyGK6-x7k^*u46AHKs~3G=y!5;Bi(2l( zn^8vFj_vyWZ9`XG$a$E3FaEwjw6i`&&J=+eoGgm$`wbj)-Nf6)JQhy1E#Z1Uup(x zI}VD#&Gox)ZeDuyUeM)N?A$do6EeP>-oOPV$jw?W8*8*YS(Na+4pXgc&9x%0Uy1(5(V)MaowBLTL&wc#km8ci@>i2n4`AIf? zmGw32rax9vc%|O;&R|x>pX4ph)<-I8_V0_~UD0;L+j&t2$BW8|$<7|X7QIvn&f)MB z-}>~iKhrWUE~PKLenKKFF~Wc2tFBMo&h*>FpR9k-M*uVN8Lbs1JbhE!busqr3ZowXv?>o0lx4s_gd1~u}pGM7hhKMGze&3$nz;#XZmn}^l6r#}{S9#{3Ru6euX z&x@5@L3*s3ixeJgcjep9&@IC4bg471a@os8?!BK|pRO}rH{<9rkWG$Ux*ZZf*Iy_< zep9*q-43=FR<<)AM?c<}dHeB|i$@>Vi^i^={`IcOJvnykX=xpn{HYqcA}$Y)-!%Dh z*l^L}s)w8IEz|NS*Yr^TzjC31tZj42_x6vj@zxiwpEHR~nHBw~Fznr}8PSIzc3DMD zco*roE1mV_Jkce;mp6Tx-t=XW!h&h8eXNQvyO&M&*{Glrdu0WCjJWT+U6=Ro-S@H{ zoH{)Gxi8skd;DLc@ON|5m;WIX9tKTt6k$2C;lxG-mD-ac>w`V5E|*MvS;+BW_Zd+O zy^{;%Qy#pYdGBlTg1-{;z9v^(>wg$&-&X(9J@4Q3{>S^{e>3`pKe@m^ZC{4fNs(U% zFS#y@ZN6Xnbe(lfPfu^I?d91`9U@#x?s2;H9fz`611r`lNR^8{S(H~?t=qA0nsh42 zz23_Tm=a(5Ty|YHzg|(JLn5NNnE&R9>&APvISOCYUpeubHFLh`lG?Bd-{x}_39gFd z2>pAsdWvOD=gE*2n@Sc%&&%AkBG5f%wdcEA5m|j8TX#1FESz zLi0sc{slYg>6vm*U&U^6O2$6P!U z{?g{UCFy@X{$J_uc0YS)aoUF!Gpj-%VN?Ix(RP*0){m;;?{+;{e;_C4^~`&sEmc?M z%okO$*Y>CjoAAeDyJy%2^j;(Ppzs ztZ(s|jS5#5Zz`FjDb`XIVwtsCA?dn7|3gUDb6nwZ_Pk40om$XmZhm^n{tbFPNhcq-Ir{8UxE`j2dX|DkiLg1U*+8DXFk?! znH4h4ujI6`uej-}4s*j(vCHM`k|D(=hv~|qC;NkLe^)e_e{-Vq>Z$LyFS{*pTa8!o z>*0V&^Axu+#@TId2|Bk@_Sc&E8@6QIwC~IHo*f)~DX{`3|I+!gXzxUK7olWTp}LZ#5YJ-7OQtdaj1Y5&On>*Gg(-5*x4+N?V9aOa!WbDp{` zVSZn>8vBaRd?shwai>)3fj190`2Q|Y+PcDXfuPpHCuvPW8r!?%r9EZ8?PjhOT;zH$ zoylp7fZ@;RWfe*bzQ=65e(uZG?yB5u9~luBkE)xK%ID;4uZ3>KG1p|CH^l6^ z!W%pP-Lq-ax`lNQb!L@YoRV2@_VUgpr#;VHF3()n?bE#RMH@p^?c&$7`D$!0?`{iF z)nfm*S~K^}uV*_dcph40zhrN$$*$k`_EaIuZndZ9xxb3P^?iKY^zp~sJui!|%l+@4 zr?~TQ#;s?@?{~a*&haw;QhxdJY1b|>MOSW*i%v^5yyK0IwgqT{vfagqwGj-?{qgQA zgmtfUioJ5_o;0VH%eOE0MUb@ey#otAgv^?s&vm>}$9MJhnfFZYwaoZ+Y5HU9>T}2I z9gi1xJlXwl$1@8nizAP_&wQQlD*8mpwfjPMlw6=QT#Hg4bR~M=~rm;)5 zFMGDpk(!vUCCTOi0unwseXo{2ezhXTT%Y?=?3xVqH7ovQnV*tb7h;{|dNW&n7N|C; z+LK-o_bK;bI*;^^s%7SXU#t**JInoVK*dt|S?j(svp;@y{Ag#{q0X`gF4nJHtdsQO zzih1+_D$dQ)OD|!zcR)6J0edhd6YZ-qStuETz@OE9}?)9th z9?dN~B=kz!&TZ!7L^ZZgkV>o`T#N0wHf1;8u6_Ad+rIj|=QA#yUG(HyV&BxmGTH5x zzxY1829`MmzS7KJeCDIU<(2bv=B9MD&(!iV&H5u5`)=0*-d=Eo$fm8*czR;(;W=9E zmRI?TKgmApUht-6!5fEwvXWzJpwx2O&MJBG(r%yR1GC*&3|{DmqG5M$?zM`J$3@x1aZqf<2Y%z->=0lz(wxe#AS#4 z`tDeraeivRzxA-q4!+|0i+OuL1j}Y@ub=m0<$aUdlOpGC>VOmL=2r{s&M>|B+Ut;S z_2H{eexH%|{}qk@FNy!SZ<=tKK`xE;j@+|u+t;nOm;c9sBSf;*)-XZXH+`0#Q7`YS za>g&VF=?9{*QZyN&sb^wdh5NW!)F?K8EnpQ?XW#3&VG%XecAOC>D0dCGyQl{Ue>Dw z+nl@7crs9$Tj*4*_#BB7pq9+t#$|jyeRr%b$lPE!z$`n5{a4b#s>Fj|^d~Pq^YHOZ zP?R(-6YE*p?K62}RQH`y>jR+@;4+bYR+NEd(QAj|1ZD>Qk`lQW-R!Sh123JGPwiu$ zRb_xE=KYnY?><-M_qBd@U#{)t-ORqW5%aUyXE94NR4kbM*&*I1Lf>b`zoi9JEa&Z7 z$@zLEXEL}Yarx_e2?@#nw1vj`Tx_WV}ivjc1la?jt`oD&zn#x1_A{+wiL zU;TwIVo&CAEbrV`25PsOypT@be`Q^B9P499oHQ;oT65j_PW=OjTer-+R9?P7-)fDx zl~4SfKBMFI8CBYb-r$UVWyPeA?7Htvk1bEyynXAumv;-7S*>}Wb$lkswR5bW7w+TO z7-1nu^FVS5u)4_aRc>G)dv7Gh<|dz%a5 z^{UrSSEo33el6jP_J6)%<8@eFlM++h9qXQ30?yU1L z%#s@l>bZ>~(kn!yJ9brFELj8!pnsVt`M_q178n-=JXTA5rJy?`%y%BIZNfZ>5 zTY|fJ#dXa*4zfh$EQsn^sz1xm=qR)A))_LUHkA*&-&#HX^$T1EoRO7TAvRh0|5ST^ z-;=qwk1snZ`Mxf=qT_D5?3N3qD`oz3Pi7a5D>5$mSP}TD{mORR`Vc4SZ5A@(%bas= z&o8_y`ee~%wuP6!?Ej)sti!Q4u}r}$2kft9i3e0ASrYCrA7$G&?`5q03g5}h>%S}8 zy>_p;#;^OV=I@S(9gaVA{^~3Ye0GCB>mggxB{guNEG7MCrVj&iU3xkw#jKMLIdrn| z`tOPJzAD?kZvR$Uzpw5IJHMOE6RG-y?`&D$*&aQJ`?6KI_N~ul*JYM3^?%1_T@SS1 z_zj$BVw+do`@LjqyW};#fM;q8nfH zO+S+cu5d)Ju=4e>_g#nT+EH=PvBL51;%^$oHuWz`X5Devt5E&cCw}*e>uitJWgT0Z zE-T)Acinie^{Xp9d|tPg+C4pg*34If@yu)U2TM&X>*ie*ZQs{u9dCBFUQES8Z<*Kq zr6vc28g?H`)|t;f+2rsA`S?@s?fvw;3Mcg2GA^|c`1&n+*^f-esY=ygf8C7O>iEv; z(UuIeZS`M$-b*=6eRRP-yW?8(*0wL_r7ryscGlA?63{DR5Vs5vKMCp7Ik+zgNv=LG4f8g?dF2^Gsc;k48DSrSnSuTc{ZO*}n7V&-d5svvmzq*GW5Fp6>JY zI8QCab8TiXCU>aVt=_b<>%!gj=~>|}%XZZ(Wxd$i#Spi$)c?w&+^nQ5@B3eV=_ejPSR;4DPKGz9UaqjUq<`L+z4xD-~UzB}|#cy9>+gtI5?e_WO&{_oV)n$IcQLFZZ=xseR7{&2od5-4I;n1!{3soUf3Zcv2I*>FK^c;v+8fHIVGcg=v~~hmny+)IE+_kUD5q>VSQO` z&Fd>84ATJ)?-1p)rZ?>%Dzop7=kFMMHY3HSc@aU}Y$X}B* zOIntKx&u=Fi>5fN|G)5l38=3bvSexA)?B$Tm%R(Z1o!@paus>M_QcV3+luC?-MBjK zR_L^SDP5uq%cg>wKP{0*vJ!sS@V66-L7$vUoZ9R->)ZuSNpqTa$94r7UfN`tXZ7+ z(tBBf=Ak%n$FxbFci)wD(R-I%pAD{G>jJjlS{1o${@(A-v-|uHKi0Q(w7>GIHTF%t z^PA)h`weDR(mA%rmTBkS=D%Agck%6QQ@Q@&8|i}27uLjGxOXP%-K`h%?Y=O_OR;>~ zy7bdjNCm(a_*2XM?t;0~ceibggVa-|9k;IgN6oZ*k^o+=zE#OKv(;c-RqD0CXE(UA zVxrB$r!E79T^pm?Ztn%{Gu!IHfj6~@>$-oGt}A52S!fsgXaD*KugyI)SVPz7hOW_> zn_+diByh3U28JFMqczW5Ky_RB(gkf>*ZSL+Lbf}4eN6cElD|fi)#Bg4-K{T^!@L8b>-Li>g18jDzSf#9KC@BeONS4>>Xake>(Wuea0`@Za>jJKqh{H=v1g%|uU-!YZDbwQq)YkqOE zeN5QQkiR=loKr|yUdQ%Gqu56C!ptQ)b6-pYl^VJQx__3I<*v{&19d34oKn*R>NYO< zSF9f=(WfjlIW8vRv2So+v+Wnn`lB=2`VX{py(rba{h0N*pV#!D_0K=PmCB#JFuP6h zXj;eo_O8OyB>Px6U`uE4spM^{(Dv zRezktmseQbO*%_BgCTW_rMEOmuoA-y0S8#Wm>N7|@nYLv4 zS$?W={?asKYul4_-ujdOuS_^?a!Fyz@_qM{rdXP_+%5D6H6sL8*|GL^sr$^wOLe|3R^km%eB~awYsFtP z&ipk~e)oM)@v`~?D%f0jGYcdxLAT3@`SWB7w1xbCUEgbT+?acAq|^#UNV>na#?f+v zn|=^|LQqMl6xHW z^|xi)9NYHuPI`1u@U7inHToOlxRi1-S)!#@>ZU@+Tdz#(`tn1J>3+)7bq^P=g~eZK z=9RXhj#x>%dSTn*w&PK?**4P_OC(z83Cw=Xy31esK`!UYBkx|sd(N#hyT#X>Y4`n$ zeE915m95ujdaqItkCkfG>s{cje0Ax>S3%HD&CF>n#>P+9ZN7E`VhNX1Y37w;XKhx- z-KV&jCfimz9kGUsw;TXl?bhA5^coQ+nlp5lnyXN}0;N z3LhgKztn!8+H|B|>%`>DMS(X${?0zHQT+D?)6Asi6~3w9F%A>)Kl_x*WfNI7!G)ZZ zOKw)l8R50i!r)`dybKXG(BPsu;Y1VzXP`L=)+ceoyUvasMq3fSbEu>Y&r4_I^ zd0qx2;zGN+g?kTmx)m&%XcY(<-0Qb2T~u^sZK2wP)e~O5zXx$CpH=Ciz{nGibL5@g z{MM7bUi9HX_<{CqQx;|?y$ZVh$S8m-zimoVeU0DJWiNlZ-Iw2&{qIMg(UZIvza%c# zKc9U%)>+T|n)^bVulaKppV_DwQt4);It83Qj)~RJ5gm;QQWsrZ8v?OWzWQMfoqk&@YUt>x7_N|f*eyK>Yq2= z|Ikdef@PgMPTw~=8Wxa#YMTvctlIDy|EbvYIf{|m-FXuxmC|~{Ou>u zF%eluh52W-uwVTw?KboA&Zeq>Z?`%jU1yoEcQru0Abq}%kQS%tm1ebec39#nw0+@J z{OTv~;xiu?T)zDfJQ!ATy1Ocu>sV^Dz{0(CB`;@#hqM;^xh|LawO-)Uh5tTpvw!Wo z&Ye=5U2ik>&a`)*rQN+WUu->Nexqu-efMhf+!wnheN7Uy&Z+&8v-_=cpL2Djb%^Mb zM=p~$bpQH&5!5#aqWT#(53=Nsee)sb z7a!RpT92PUnD_VsulvTR+Vk(0eVlaZpxjYwze$#_)8pP-%vdOS$groP=4j8)eG200 zvs#3&mZyNq-_yRYT%a=_DN#cA*tN^&7UtG~t4=AWr5Ug0n=YxpCJ-@win$B_v6~aR zMSPvQUfnbR=anw#Ov{NaEHNuR-&wun{|rmHK_T-}_e#?y=BGC^wEQ0Q-(w-M_QRmCTx*Ml8 zigQ@Ef+KA0g0PUjTM_TP-$}_${Jbo=KKlHZcQKBa?CmqRit=ekftCe@*=$@C84>um zHDQY7wx+1SX?~z|tgYqF``WyIW$a;}Z4fU$=Q29~<-C7XZtLN$YcuB>uM+iNlOYxs zazEYjl#HIQabdUqEXcgVOtHsu?mJ)SY-x(R=(ASC`~ROMSHmpUWX!!;Z@DMaKd3OFizPVmIrN79ZTKDn1 z|Agaiy9@rD|0q~pem`pG9qah|7O5-dGy9F&`+J>Q)x6brJq0z{y^rY26MKZ_x{~lHplka@3{2rvHin! zhhiTu^jv7|m+5=Ie%ky!yUX{*yql|kC^yT~;*^Y^f==y4@XXjQ--%J`^#VIzFRJ&i z1J5%S#~!?7pY>$_rRCDT^)-i{gh>76{;>U6zyFL0^>!26{#0J#yYp++k8Qf{OWU^P zw_kACd+G?^?DHGn+MPd>Sy#89f4k_;JGSvHMpw==NvHNb7xFJ2;k~08#WvjmuOmBl&UulY z{_B?O-fgl4T^kgf4xL<(^ZoVAd!;RYY*U@rm$S&}p0^f~FLPO+_Ug@v)V&w$m1I`@ zTOyO%C%ceu%F@X`A5ENOS9qLm$QC;tD?Z2d9B4E+)^!E*ROR*IDz>XVsv-pU&RMxx zN&IABi-4|z3%BSZNO*>|a0N~joAK}0(z4hO--N+QSj%bo#8VTmYfqXVs$##UBkuf_ z$cd+YE-AgqV6={U;S)4%Uq-#vNfB+Qw<}~yo4s7#NliOg1CEJs!7TTuCtizcp4SSJ z3v8-H3{*e3nuGy6W%x)RN0MKZ5N+An-9=-zv1_Tx_n87KTb4s$MtKm(OV~_lbu5+q4 zYy?e(Uly45FHm{CnajhiZ5n%S2^_7KE}FP{?u6C93e6Uuc_?!TT&gEIuZVfOB<5(V z=hJoEdR)iBvFQBb?U$k_U)#2Trj>F$e*5$8+;O$uZ^u=>J6Y~`v)t7u!s`-|J+Wc$ zc4hqh1u4H2udFSLnieJ{G|yDUCdcE)^0t^OS?X6-*~Ru79dF}k~#~=^UJz& zOxf(oy6QcukYwH#u=!SIXjG<0&9wj7aQmIZG7R9vBjt27Yq@XcQpJ~%&X*2@`&dU;mmOOD>iEqbqvORKUst_BjPHGr zed8^p_)_}E{Sr`e4{hnX>Noq6m+Pm^T~FFYPyP>?*d6}1W#O9xtIMve-t}U4D&UV7w{ZXa0>-TSX+wlBTVD@p(Cl>Q#=igW>RTQ{tZosNvpm86w7Oks&TA|<; z%CDXAl2VJ7t$M`SB6YQIUF5C6#kVxuZ`OuIUkrD=FZFv(WaJm2TZ zk3W>JZ?n52`@dW7ZHwO3`2ma1eEbm{drR=C<;Clu8Ec=#TZA#mU6hR z@^*#6+bx&&WFB~sb>Knvfe%X<|GKt+b83HemCV?){?_bg={xR!f@ZFP; z0ggr6YW^@Ec3q;7#C`eA{jLVK3pbb8iq6{`Hp!efBbGO#mN!G*^uZ$I>V?L?#iSfc z)BHu_i`R}ULW|DGv-}Qdwg*RJ^_GCH~m@52`5|A@}ut>XF@n6-2 zsr9y3r`pctgjT_ew#ht7a3+b9)Ln6LKY2GtY*d--U%iGZ}_2Eg{ zkGLORere0GCl5_I(y$c{R> zmwZzN%!IWZ=Px({ZZ!$@SwDCUT0`HdUVh;Fp=U4Cnfi>5zn^|YWZ#Qy^?)`BbQmjj>u;B;(NhE?F* z9}oEM%#P^(4ekxyEoHviyLZ<7n@bWc_HozNZFu!S`r`Iu&N+Sm>(@){eti04dT+pr zrdjznx13G?dv4*+J1f?t?|v_(e>~z+dgiA;pM{Uz{XXI0BW3o7%3r^44SZG*mjD{= zIkg$98$~XiJXhmHBUFQu)*c zCMMahSepV`o^;|$Rejs6JEfPddqR4$Tu!k|L4EF9kzrhy?6f_8`?KymamLY3o+IU% zL+Ue!R9G7G@jfUW23lq2c^+K0I<7b+b7*r@#?nYlkBYDfAN*M>H%Yu$kml&r{37?G zPVGq%`=%85Gtwew=}(3yv89wUNfBWV{`hCxI%&X-!!H6UBBM z{_g#D*NgOd`ytIk)~O4cotxluWlE0hijH4DuX3N6to`DPH>h|F3#jJ=m5+N@6kV77 z*L4gWmf9EG1Hxv?GiD8j!l|g6A$0*_bcWTsBXJbpU3L^|Id=C zVHPvMdv4ce%-`~8)#<9WqV6+a^9#&;6@L+yi+qZiZZ0j8-Rf5lZlYZ0N^`Eil%)+_ z>mO!QaqJ?0O=fG@0;A($2CQD7K|HQy4yjR9GcK$yi+vEu0v@Q{+N5~_)L;K)+y^=Y zwf<@sd(>z4eOsKeeP=#a=kSa-IvQrM7Bm&2c~D-qyX~g+Jv~z>T9|$xJr1m`+85Mauk;1Y$c7oL*9?B#z4BJ+#cW?lmn@rAcs8hORl4zILfN?$VKxG@ z?LRCPjmkMC6MgWAns2@O%p~m@H>PB!$L4m$9$v%^$p}#g&ph*w%5}Y)V+A_LR+RtD zGmziRW`q2;Su^`T$SrJl7}v{?CTaHHEyXH7^grojptY>9V# zvW|OAiz{f^s;_p$ujlG(w=Oyd9o4C}d~qn|)%*^(nU5XQKU<`7r89lIHFIBC;QHL^ z83D?j6O`s~-+;{IhQyv)_@B%9g_rpf8y@G|ui|<3naU-L*C%<#W)@A}{O@Y!<%-*1 zV)c%@r@Sea{(8xL_p!_A57%7an?HT)%TFFUS0|{?+AKP2bM8W?kYaEPM&RlkPz#3n zR6e7Gyc#%vi*`hvyOwAPtwn;4oHi5}+RWN{bJNb5Cg5I=T(Op+YZRM^aMAVHE8p2K zY^-0KUR8c!<&i1M|3!->lKh;x9)9*Pw%r~6`1sF7XEm3U{W!yZE&Efx)c?r;b|#r8 zj-M2kTd^^FkL5Xo`RN;|+Pu_h@>0-xrlV%^@^2r0UU0YQk9=J2imiI>k0-Bvz5C(kf}R|?>|Z^3 z+57(0y*El(y}pLM)f zOt@jX=EZMNdGKYOQ%LNbH_P;>Zy`W?jFJac}&)u*pM z_3xt`-=@FbFdtgFYR|iIKJ3PMu{Y`7Z_~YHo_0efmyCFA{{<;YY*2$ted!%VpCY&{aN}CHW|v}M}1j#rl+%y{_|_%*PFz(|26HUJqUGlJCV?P z9(-;BcaNL>M3>9_T>qFSpzYJf$A>?LFRefP^V*N+fqcH1pFYYfeyQ5|#`p2gBLy}2 zx$WzucP-kzH~Y`=GTGVwxpKQ6cfUK!tnjPg<3h(D0k*1TQ!M|Skz2u^`qE`PWF)jM zZTfD%Uvoe)UVk369x@Ry>-;xika9`O~g5cs+< z2ed$S>(g~F<}>Y65iGu7FR)jXQB{e%;-7l3&cwqVkeCSETVcd*!jZbF{-sQ6pS)ej z%uOYeG`}@z1@C-%=|L__Q%CM%alKk?rYgs2AOH9-tG~g0TnAS9i$5*8(faI)cUr&E z@xy-Vm26fgCxgeq-D*O1S4ID_WX}h!347mXxphv_gZ;PO{qW#aJaVU;_0)IX3VH9m z*^iZ1l+<40XS{7vx996J&Dh_SHJ?8oWVPRrX;ZE!8~<+Cosxz6<@0Pxrq^*iTv`7^ zKDEA2Ui^(;*{@rj;PSk!VRI=c1>`8`R*=_{L&}n(Xxr$G6RvIeqq5 zbghIQtDsoO`q|c}WbRZf5Hk^Iwz>#ea-YcBufO&6l5{`FAk=I2sSAppT&?3d|I5(k zO}kvra`}%ZYc6WEWHBt1S{VQxqIb}VP5Cu5YdN<{`Ca!NE{UL(6U!VXa$T)|F+(3d zyJZw_!o@6gu)!_Ku>Q2jIVng76SNTMP>^QU^}zpif53&ry9L4jHQoPd*M)69w=jR# zzLSyldup@yc=}#`wk_X|f6tq)x*eC6{S*kQugRD;$>}n$MSMv9KKp&^>*t-7>i@6d zTyFkZJ1!?vWSdESlWy;ksDINm=ZUY-O$9efP56HtR4SiaAZH04cNAT?Eu?Qx+{6zX zlpaR99@-!JjmUaAst!ths_V`igJFC~6oZu4ay_HLCR>>WecxXwc z6w9~EU_q2wztQpYVphr~Lfw|29Ub*bmowHZQetP@%znS*$?KW-WJ_MzNB;7?+`H^| z>?*!@U-hFhd}<@@PRaaVbThaMwhiR5wZ)${wTAxxZOz{4b#7XQ%2Q_)Jt^lmyFBA> zg7FOy(fg5o_ScV(j28>kR}~%5D7N`ma!U=epf2SWYlN>aldg|iRlPPtpS|d;iCn&x zpMF1%k2${oM_+wq$shfFMqKeL_m}k=9e?bvp0No!U$W73pKe^E=TMRM>j`g?4v-@Amm$_Z5AwoKzd^bj)sr`?BX#Zr^BEGx>Ofnaleu zVw=m$Z;L)8)$1%am{!GmIq=yHfo~d0v;0ivX6`z%MdWYE4}H!p1v~$RF@&^mo%U!= zeN&sxao+htVsd$UhdRIG`^T;xZi*^j_lAQz&59>4L32>c{tS)-yBrqS83oBpuI%q= ze*d9*UIU->ZtFk(^BV3gKmF&7O39*Yd5h0H{IK~;z3XL&zDJ!Oy_s@X*LPHEJIMcc zDNR~rWoX*x{B5nFMauthhP|eneRm%#nSJHs{uxJA&McbOZE{Mc-`=zvvNmF3=8J+~ z-3$q$54WHB_#t@Xj1>_+xqsjPiVpTQu94FyHrdIkSmL@~V)IM!8>Kf*uT5R|K6rky z-hBCb#XRo9j~$*BF1DWnpG9z3y`HpG7_ydBFkDUG07L(;36^3_Sw~zfc7 zpAbGZ)BPXcO1^{#xS)i!b887*p8{(CGw^YO-|n|+;GPSe1XGi?SCb<qFjQ~w^ypcHrqmWZ!DRZ*`i)szp~ME*Jf~o;r+jYmF3B>0I}Ke zQ|aoa30c4R_6I)u&^~)*NHW}W$85NEzV2B48$53KdHU%~_9h57CY{-2kS5s^S+AD$ za=XvR2bXqMya8`=NUPZLVfwAoOWMtl4#dyXXG3Og{4#r)wD0%bA+mS6|DHNjm-*J{ zlnlS#T-WI<|0aQ#l`M2Wu6TdizeQh`fjZ&u_^02}p9TxZSxt(87+MIa@|l@&^M_uUy*WuHG0Nd1EC{nO3m%)Rl9SUV?W|NQIi|O>NzG>G(hJI@Z@f& zbIp#$f%lNr$EM6${888AjnymmUyvH@_u-{QT}$tq+|Af^f9b0SaZf_TioEXc0*Cn2 z;F+g1At^q3kE+8y-I&~N@Z7k4%&TP)&|+JwKX>Pjl}dL)*vvy$%+|W%yAe`)_G&%e zDC%%+zu*7*bLYxV7KI(ZRIU<|xbNZm?Aw0fOWyw8KfBQ;_-Y2{wR1JQlh1wWRP}i8 z#P%_wWAplR(-I9FX8f@~cdm42=?#xV`6XQ6PsblqSsUV6^?&8GO0psIj*T4U*s`txg7O9+mAIes|Ug~+h(1mxc;k&Bcm;?(q`d{F_ zdd@_}*SsoPV8Qa~hT@_NWEaby|525`Y}Ypl$(|DKOFxPi8*ZOFg>ijCy`=m%4)x}? z$v^%jxN`sA@ba!>$h{qVihmwhSh+^{7pGX8+ua}Ae^;Gc&OiIGr`r9Ue;$1L9CEDP zcGA%WCzbL#!Z*w~^Z3sV%gN^Vex7^E{3PexmAXgA)ouKW9y9-`I=S3`_GDMMuH_J2 z@79HHm|>F}^+4#?_Ij`ad4=OLy6)HH->Y%v*?|_b@NXBf1UaN z_WwWq_Wyo7KOX<@=k))-_W%E@|Nr0dzxw}weBb}?`TsxD|G)14ub4aSeoEYrfp65r+^?#nO|NrND{m*yI9je>8zcEf` zX727#oxboV<1-Lrd)F_BxEC7#S*Z^ovU>b5e`-DspoIycwB97~pOQ z+wT6l>i`1-gBTM712+Q#G%%X{Vq}OfO3f+O*8`Dg8mF)S&nV3#`+NGC|BSL=``&;A urvI7B$)uqGa?_nfzD~1)9%Tlf0%zJs9Giuj15#KJUN!xb+ zzU+TjNx$v+cJt!=<6oMi7hOARQ@WGuK%|FC-FNx>wg2twemq|8Z~yOEeckV~^Xq@S zzW?vzarytB;`jY})qel~$IIK}|9=R-|M%(T`S<@%umAb(cmDo=AOF_xulv6~{_ltB z@9k^^e&7E~moD{@uYbY(YyZD5FYW7o z9IgL%wm<&=XZzY;&n~~O|MR82|6={0cl!1JU&hzf{QPp(y#DX)$A9Jjynny%_qX|V z|G%2g|MzSA>9^wlx7PjR-2d~XeBD3qpU>a#`z=4;y=G5;@$WyIYkPkETwL?_-~YeA zm(O?mv-|t``cH@dfByLJ-@E1gU$1_Rtou2Cf6cMSkKcd%d;HJy_4Pl#e7bA?|F3`j zkB|NDC;$6qUjO5Ze*FL2=Jx*{m;e9x>*e$PvmYiOxL^PMEWiB!@8k3Vt7$sdoOo|f1Dar|%ne)<0olV?2q zf1TgBPBQJ!d1>o9$&_D495=qrmw3`$Uzn+N+TZ?ixcy(Xx<7LF_y7C&djHS6-|zoD zp1<$^kIVDx+zd@%=xK_y7G_9{=};-N)zue_efF|Ihihe|^T!AI|gpcm4lo zuBpHO_pAE*^#}JTOg{c{=1yhfWq;1RNm&;yH*aCHPnq-~b*uWOYwTZ3)32$5@8xUH>kB|IgF%`~TT*^S7`2JG=hJzx)6GEVuu!E&1gA5rzM6>wmBR|L1W0zTXf1 z<<+PC|Mu0s{_sDce{nsZ?%TilwO{z>;{1E^XP@+kz3&(MsD zYW=Udzy4&OsB1m;I$YzwN$Ag|i_X8wwO8J+koWL9Yp21nSfSl>o=!O8nWlMIrcN_{ z;;GlVz2~nmul(fm=X$)*|1)*V_SZWr)jZli{m5*URVq>a6_=LnxFvE$?T=}`>tF49 zN2Qt%yJeE6C(BH-IH|L}l*|1=_>xZ{c@IC^Oz65LvXWOQP}*~k=OV8~Upv%u*}`Wt zZsn}Ey{)iy;*nS(Ymnrelxdlgk1w*V+_NnD$4Yq**IYJKUG=$c;j;y|a*7Au?x;WO zD6R77B3tK*UYW-rXIFk#`(v~I$@7`ZgjTQz1mZ&{oA}BO*qndB;?WeY2lv|pKBg1774mI%QLFkWeZ%}$yqnIrnzMw z3g4eQ?V3mZqdt&ayNaL6vqC=mbJ|Wn|5jNaP34`$ZSe0TpM{|mSx0d zkL(E@%QY;I>2*4vD^i*`{iWE7@Fn;5XRmFnQV`u5xx~!FC0FI6TBla$HRX9*B4cyI zuBgde-X2=_*G(zr_noH_ppdaV=4p4_Xx+#9CW)1bys5mmKw6igYW;cVrA@xwWcHgVO& zYp(N5y|%e=ntE-25qL>XkqLxO2J-dJ$yv1Nh{=Di4MpDGHhhLU^;J{0xOX(T3sqkB zxa#p*>Ac)cQOk`zGS)?t1b?_Hm-oJ5VeBvQNfVx`d5^71HDc%8V?TW7CSFvQox;f^ z_j1V^h-J2$HWw+yTK;>M=Q%yK_YSAf`c9Lgj3+85Y7SqP`g!EE&B2Er-=8jFHg6Zuw_~C7B|19`Zbvy+YN81 z$K@yYxUewymP}UT$XK#^i`y!gEQJD#NsHf9O>tIMpRJ)Q z>6g7E@c9;>i^{SqC$GB#3Z>=OU_rRnYGTCPq_uuV!uthS_}r}`UU!0n-pNKOvs%kJ z=8v<%2aojZrUv(VtC;L1SxZVMruV<8nCr3E&oEv+a$3AekvhkmYbxL%+`+Rz@aK`w zdz##KC8^Kd$jK!2a>80ju!k$$(zTvEZEn(;b4JelGoGxQI9DN185GGzhjmSwrbcUi zyrzA)$vyITPLoSNJZac^ZFA?e?NV=e%UyrvGsnb=$|deMziPC*`I%ibaIjU1(EBN- zta9+c;w83DEH;x)%!Y)a} zv)6__J>Gw=`5S!jIG)qg;BJ)$50DviJYMXHB=1-}KaRlXCWEK#u}+05~Pvg~Hl zpagJAbT2z|P9^QR#Aai*SgGg}rZJ zE|i=Q&%q@1a>iP9E0dy4om_Ue9XIS*^Rc~NV6u#$RDERH3-P7{Pba#R^~y+Da!yLO zSv^r+OV@bL)soZacBKllm|W70hNSQ8lzq+)`Jyr4W+u(du z`=HIKEqWgsw&dM(-Hs(4Xl+cbZ?p<`m)a@JBDZP!iG}J`oRf}AuIuA4JM&t~e{!sl zRQ=nfYhSe91gYqA-<6vEMCF9Z@kt*~*?qJ+l-ZlGU}D})7RKI^)6fhc_49V^glVw} zhxwC_^WWXX$s{E?yG~+vox-LGvGyLP_VsSBSUx{t!NiRp+c$o0-}tqCYlra`}Tk3Wp9)|f8+)g6`Q`gfKp}s#SMoJDK|YW+xuKlodenRCL);@QuRPni+KtB{lBxTGOVfQxcvE9$w@QiXEGJc=S}KY=7evRkmm5PSL#vvlR+# zF6l-?%Aco(dgk@25%V5wT*7|vfHKJ2axbUBEsHKw)ZKk#T5Jj2uDhFVx+vSZd2iUm z!@91&x*TiEN{AK9_EW+Iel2_ z^3CRi2NT!b1QkAKp<%z<^p2{9*k6GRo)7c6am3#MOLd%~?Zv&nBAJwjS%YEfDhv1E0!AiR!*;FdOzOeVP_Q6jk zhrS80F!xXT#v%B@Ln$AY=XR&@FG=Iyn8v>=EgM_}f!vg{D6xspb3@VWgjV~*i`=c! zL4LD@`|bIg#wTwo(i5ah&Z%+Cx&Gx+POnVWqR9$R%bIupWs!a+B)`3C!^K7JyTJPD zZDAUpqePfW0lD3YLj*gP9j*^}oCA~XpbFEu}aBb7nm}55-CB{lsrV#q2QUb~nE!pMv{urq({1*Vz+-aBa<;;P ziRYlDP^7YTI=@OfzhOE*$lH4TU(9YuS(+3HsXV@G`ptQ%bdI05!3B@&;5-Z~?RwwL zvYjx?_Q)*T7qdVWl!NkK!)>4}Eaz?`Q$KO#qUwK@A;|S8`z6++UAFNF_e12Z@ zx|@(XRHm=wY?`p>ous)5s=6Paoor6Ls2sZ)jfL)o?z`V|e|i1?T^t9K z+{r*lnP$}cVd?zZ$>h6kr7pAj>wpLfmUOr5yqy(Ov= zNQE%043_geBbR(euJnwW$DeEK;Z>6E;Z(DOp8_5!tMWHBx})WiC;Qh-Jo2Vuf3ry#ZHHCDa;8|r@AdmQE_fKn5vNIeHl ziBdN$tCcLR-#P5_1*IuI_p01&kla}>l@?*@v|-P)itkSx4L*202bYcMkg6fQ|IHlR ziF0J%^W;oE2TdOpONz~AXUs~Ju5Wt!wXA!)D+in0%Q?ORAg#S2y<7A?y_q<7v-+gX zk1sdfUUD6tr_bHYS+w$i@dOs_%(w%}b2qEc1t%)4InY#PyQ%n_OVKxx;%`f?rwOY( z%jtasPW4NCHV8}qUKrH5e)1VfW&Y4@akJN|TYb?`cRZEbw0rVDNz?k@M?MQ|kE{gc zBtuY6>OmDSjuHhVn{l$RE{fgO?(mFTJa`v|wqj4uiiS2C_?&IUD>_GB)p2RFca zC#?;1>U}n2(|!lrUKLQys{(G^+}r=@c!|r38tvjgtK1AOXk_*ZF!rjzo7tPZzxjB5 zlkxthb3Fvw1Y0ms?`F=TjR&N!b4;6F+AHqP!rWhSN{yppNifun-%j}5H1@ptk!8bK zBd7iKpiD16Rf-msF#b z)g7Nn$H`3ew^6TH1*%o~z;*Enc*0SvR#U9*Q>?!B8r+_kb5*72MWTJ-gS2=hu%sdF{%3b)eN_szv->A)V<=@9R}0Dwa5#f!bf2 zpdEpF_p%f7JWtF^J~6NK1f)0ux#yI# zr6;eQn5$3_br~EO%LKj5ejoYFw0aXKo7Brmz5*9KrsqJ?^^%K8)8DjCdGo{TTJA;F z*$N-GESngs-0oKI*Cb-IdZWBnYQ;$_X`PHMFDCg;STWJ<9<M zJ^g5()xwdXGI6fL$J4Xqo~Fo8fAhe9gVFiI-owp_7crX5emA*2Z+@J*=Jujskn`tm zf;M6$ADlH|IemG@G3hNV_1KaJNZZbDxf6f>XjS<5%Ap(u+Q=SuScs~f}9&C$l zy1E6FtWJZH6)fq0JCS#jJM(6toJ=)e^a9ys96JV zbk^H|TAi(1-t4%L9bE#-Oe)~Q7hL`1ZQz=ekh=5WqMSC@evo9v5;W_)b8dFWO#x*z zP_xIhNGRo?Za>FYzJtGeIoPCLP6I{3c4!o=nRs`T_@zzLZ)_4rG;ixc?OWD)N7Ck3 zNIlA%0dk)exKXSLt@g81mcMCT@P z#B48Vg1Q5K(Bk8!vURGyN~*qLs=ie!q-j!MaY=KwuSv=tE2Z`IG2SuEzZ4`Y>X$@= z;^rt)S9^i7xQeRaSp0&hu1U@~OB~ zJ5W~ZEje{fSQb2+8+8o%OfsqH+OpM(W9<(Xh?q=9tt!U+PP(PwR1=OP7a;*H! zzD@pn9(*zdC6E+QuS69d0n^`1o$|(X+M7_eXW~r<&r`HkUL(CEYZ^GV7%I6|zPdOM<_x3N{1x5ul}rTNx-A`}`;7 zt=2iC4`~Z!ED1K7ozam0c|FVN>?ZSMVICVScGat-t~X3w538(;4n7EM+! zv)>CZNzKox*l=)>+b)#w$efZ_cIuylASu2z^^-)sy+e3AK??2{FzMx%ic`nbO z{otG)N%kFCi{z_)KK7kzE_@Mcw8x2U?{*KzH=CASmGlGh!U zc%I^O&in??%)(UJq>uFhd`B+boNcHvjqg5NFz>RjGZm)E?zayR(SG)x`?cJL5(e{Q zH+i2K%$RKWm`QL>-J8T-_HFF-k1uH7Jt)~6_fja&;A%qDe9pL=rhk}S*C+As->@!x zSBLcDH*CccXHL#2Y~1Vh;<#M+iJ3jl>q{ikd8(FP-U0DgMe6g9Am=syIkZdNY3_;M z!m{K!hZFp)uIDzmvhq7?o9jf_Nk+#fcNs^V+$gz=1KdQ&bXG|6jA2z-yv|# zj0^f}w5RpGVB2iWcJz|$+;gTXm!xh~tLHxv^4|U>{n_;+mrU;_+~a}TWxcX~fks%* zE09&`rOh`bo0DE{@_Q~-A69YS`mvX!^7jQY9ZO$ZfgE@p?!b*8O>5qWU)x)D-TN4C zn)x#;o@Yynr%IMxN{pFz{l|{e&4n7%-o5Q{+*nd*J|oLu?RlH-sefL~^C+pGuhliR z=heEI*2xdN7pCzwTS^)~PS)i)y}c#f=}=?%$rbNf7}uL5d`^P~yXyVbE_=KJ?(R>B zU9VD{&Qqm26O^cYxOEOLmajfJvD$!duUA|6i3Q=4DviNbv8?~|YFy!yG86f0uK5`$mUS^~rrI;`PVP6LQ7Bo!(y~;63fb?t{=6W!$cn5^?IsHQ8ee z!`({Nd8$%F%FlvRYQ@v=??+ZuH@%wo#i*otr!m`JqgA`p{EqoZ&g)qyU#<1=<0kgU z7ql1e5{AgEI=ID7c+aQR)k#-v9ZUT;740_wOU!$1Fk|w$P%g2Ex}!Vx+)LOmH#t#5 zv>sw~%G0_;p03o8a@*^P2I_OO8`{6bNlsth8j~n_)mHNATmy}1fp<-zDLMYG@alJk z{s-P3+Li9Kcvp5>I#{dO^@iWFMtbX$YZCq+v=BMH;$4g5Mo_4OqJm{3Jbc#N(eD9E zJh$R`R==cps%D*TWopd4<2!m^fTA$)E@yL+1UkWIqGck}Xh+?rc3xlms?%y#p;c?)-^ zUs~pm_pRsoGT{TO_dy~c0%^BBC_E(pe zjNK*7cGQWjFJhJ@&$E;>n;yKC`L_6JVw3UYc6C$6JCpaSOUXpb-EJ*C3QB%u#}-7m zm8KW_ezkGUs*R#&N?$JzU8-OR~`pF39H<(zhZzv$t=>7X#cNYIB?Roigq zh+q49D&pp$@Pz?u&BZg?e^pPD0nP4x7Nce6mnhUC?` zXH8R!-uk`MSYy0SmRVJ%Yw|&Lu`vB7=nn1G+_&KQ)WZ4w5fxe{o2m^rStkbQDDTdO z7D@KI#i!kU96Sr8ZIb4nyq?X{k7d}3FYOFcx*n0T^|#66MJb0Sd5feR+EpE+w<-3< z`v2WEi9B)}du-Fb#IzrrQ?l;6v*5G9ZCZA`8$`Mb6~JMiBzYH-iYvvkKkWW}U{`g` z&(mdzdzHl!A9O4|ezUibui5ft%+3SVQzWJ@mnq*@YruCzs%P>8eUbVf+xp)g+Lh$_ zEYH9?IY8&+oRW2gNAg=+w6}8>Ge34%lhV=3)1^Aoycrtt{O_5$-!r#-KN#`OPr@ci z@?orTyW#bdGY)OrqI##o`$vJTH2)E!Ltt<3fqQ!ozs{cHx7UNcUHI>u#EZpMkh-jX zXYY;^{RM}o6j}?I$#tZ*lpk6U;Z|`STJG0X$VXK4i?0J~H2jliu-ouDC{wEO3-7to zUFhufv2{KFv4s(CmFhfQsZ*e-zvJoj?~PNx?+E-_mbkypq$-goE?M&FT!V_<)G6g= z;&D^<8?BpSy6$~N0H5U%qf;QaE{3~x{~rD|d-wzHu}AKTmuOCU8NNvBvCJ_G_2f?m z$765DOPVi9ZR>Nj5SctdOR~P_)4G|v55DO+s5~w3-p!adaf%N=O({$?dKjRyc#kmK zQKM74)4&Dgkx!?8A2{`!;c2ZxsT9IaP{qPHJ$d8&Tu)<=8*2@)x#sxZh;7`j+w z@{_O;m3kU$te%{BGB9y^MpA4i{;o6?=s>sF!8)3FpDyV^gKRF$rAJp9XjP1M_{99(63K3h`U z%NoDRYsa2-KU7#B1|TJg$#t%5D*W%2x!)_de80%?e%4OuGv_2kPIJ7^S-0>=`|Nnh z@JqRE%U?@QZZr_7cNe?&IR0N*;@(>h5+bJ~KCS~5%pk+V_Xz9h7w?g&FyK3inRNO= zNhjrYYiU0yVLX0w%mSPbq7T|CaZYa+%w~QVprZ^9>_hOtKK%Q{q2C-2YfYx@$%dwE z<@!CFceXXkZ1f1&f3WT@|Eb0Zkng)vTi~gt{rkk$?}CSZXXsR3KXW$$T=-O^7yGh` zPY}{uFBz^TjLUu3HpfPUgI!@X4N~v>KDjlw=1r!|LrGas$yBb+Q(pxtxS@4z`S*#X z-vxL5)~No;o%})Q^ow^@;MP<4ypL;Fwfz2*rMBmY(XQVaCE)x}4$lwe@{#5J``3c= zgDz6}QFQF>B+lv275B}51*#J{-h=AI59?-v>O`Av)1MD(ljD<%h5|T%VSI?=1bkqxO7RV(j`J*7sF&?n*p2n87#s+|&~@Clplf zIvRf3PGYiSf=IpkwY!g({Y3K3nZz@tM$7J~)$q(JaGv>S;#G~=7oq4>yBIY6#5-|VlpXMG4g}mnvaG{*&he!EZz;ugS+6#V)ySOyQ=s6-ya+C zy(6`x{E*jzh@v^*Hgz2PnTQtYHrDUnYBF6QsRa>kNTEJIqI~{>-Tt6Tb{<#nyLHFG zfwweuXJf>hqpN~r?th&8(NnY@uI&1mxrP--jCO$=P{Q{b)8wn;l)fj(fRezW1>ta` z!|Tf7denL3HuS)Zek#2$d}=}EiH|oAgsKCGW1e=l9^-s9T8pxQ(7VQl|qX>i=B z`LoWS>}a4=4~|tMu|1#$#XPRw59gj~G4K1jD^5ylyuFq@y`dl%^&2<58u#RQ~fcorQG&h zUQe;a<2gMiA9L&0J+4iSi7d9+WIMURKvI^u6r%`niCgTvW6t#*%4a9r>xf09J+$36 z4`lsGi8}LRuv#OXR6aZGpCbU;n+uslU;qV*a%qN^h~`+pRwy z)+RozZTqlKg8LpPEXEAaot!b}q;)mt_jmC%Q!g|Z1+F>D@qV&mh;aS#Zjk#upPiEs z@iqc=F=yuO(3@HNCiAH7b&mEp)x+8;7qn0Ak%UyQ;dSNl5#{~w_uSH3Q?91M14^CH zhPg`q0hO4zV?Q<>!=C&O?W(R>`=TuIE;A^Bf%;=cyR2vPW=9oXVWqIlLfEuRxksz%{LZ$G!R;cgT0wuy^9e z7KFQ%UN4pfwW>b#)K|L*>FH}eWIVm%T{lLHzc%q|ZR4wb5?ALM+>q*d1ue|T=g>~*nWE-sdofJ|IDi%s1<@~(8QGZ|U+w@8<{7Ihpwa;A! z1qUvHyX3`ldo;~ARZJ;Jp7%l2Drb+zwJcDtA_Cs4*f>c)OeyJT_?KMqZ>R5PL9%Q; zC@Wc>^RzFHE8J=Q@D!8xKlv%l8z(7>8EH&Qfp?efcdyskeVqL?C@H7vl&gbUogjyv z3q7%V!OipA`Xtxg1O@x*z3e)D_4WD-Rah%TW)>8l0V|K>S(th%}sbMwk zd=HCeeYBLdYH{8OifED3u!t5oeg2*H>31LXOLuRGJEp`FvpXBs|KT;?6X>yH56{P= z>68C?Ny>}v`ke)GPFL!i_s}N8Q`YHb0($+74Q@u>xrhCy}PQ6uCg!l^^mH5RG6H>`^|W@p@TFu&EU;`*7BGg1}f zCid_3`N0LNxIx(h)<-V?KDG2a$VDaPXYcT)rGxW~8SizMd-a|>CZ*k}nNp}Q$yBu7 z)^7Hu*og0tiv4Z^cql+mrGHYt?cGQB68J&AZ{!Z!vy-c9Ht+t;-W7NBU0vc_=4qfI zroE6MCLeB_6<+q=YPw%eavM&&$F`$;FjecuYKX1dry5-Jp1<0t~fQ!TbSBH0OV+;wNr4pPzt8I_Hd6Ed;h^}qE#$#fpC0FpC1vS6T}wCbhKwd* zxWzj8L&wt1)^oF)eC^^Sr%%`17x4a|g$QofXivMBdQ1Y=teMJa#>}1=Be%TbRL$f- zbNTwspjNu$#*(t-#ZyJ)mL$Z?d%nZuH^{_tkpFfe{8tY0-;KMVk*0U=AR|q8=bkg& z(C1oJ)t286YB%oM4H|#CdlwP`M>c^XE(sKIck^3!?Up{1ccv6nCP*#+v3al2yT4N1 zHTBw89{!#A({y7=h4~CfU+T=}h?D&9J6pbgU%4paB&_W$;BBlvH(SC0)Zol+%hoy6 z7;#eLJ!nh;HfWTj8o$Qnh*!Y9{Ry!fRf^4L+)dy+wjkof6vlaWRjGF@e3-jjkD=%8 zdPkl8d(^{V_4UizGzn%|Z)0!`Av}-s=JB}jip!jjFKB~u$zFIa+4Jdeb<#uIyrY|9 zBd%-jJH2t^J}AcM9MF$jT-+oyN^HH1JVQW$+(}c_TM(}6xg>HyqG%iE@yL`P1}ucrl6Ir(8*+^@w;TVoQSqe!4`K4cW>!Bp@l66dOF z&~O4cKKB}}vYwqiBf(hU*wowXBIRFe1Ne?i=1&oo6At;F5>kHX0jRQoHOC+6pVfX` zG&4D`axzbfM7?mxca`j)+{pnti+4d9T`|tbez&xoeysagbz0!v$tZP9rI_~btG1g# z!%FFkcV$02C$ZzmC5T5w=QS*ouhuLyKFt33!0H?qY=c9mCxEgvs5bxN)dz0Z)StZE z(e2J@zJxJcRhaLnS6jr11rhME!Hs`j%!@4P{~iY|!mqt{@Qc;aKM9Ga|=L2 zZ0I9jn_tPj-u=P7T@{a*4=^|Xb*k0!hWjR}4L)xWQ89x!&7 zd^eeBJXzhwv>r5om5$P3_^cE5ad&m%U0dgJeNf9^X2TbY-G=894bZ@FlOCY*;D#@nO{=-uM5G_HLADPf~T( zNeR$_G{-bS!`yWh`Z{~WIo`Xry%Prw!Gh~6(2)9}tBYGszklvi5i+%4vZIc0^xh30 z;uQ9X_niBu)oedo5i+gvGb0i=m&G-u{N?>TfhH^TlDtOuH{aWhu-P#NP)qy>sQiF+p3f@ZYgUVid;Wv#0w^iu1&P)F3(E(kG>-R>v9*VD&zg$eXq#PF zc}_TPkMzU65)VNw48ePl9IP-+{vJ2?`;XEW%M$MfFWh*ZC-H&Y7H}tfGtZ7Q{k3mO z`~3IYO0>s;y0$N-!t_0u3f5<6l`nqHHbIj6-dCt!edcQSFEN|I`o6L^d$W9xGip!d z%;tz@`FreQ_a5Im`Sws%k|5g=C7-^em*5UodYrgOcfnGhkL#|1THOaBt!}w&b;uwt zxPji|xKX9}(oVG+W!A@DaUaeyPF|-e>w9!}+B-!5S?%}k&HZ~1^=V)<1k@^?mVa+7 z{k}u}3b^w6-%r|*{q^Qb)P1P|STVijl|6g5`$WxV?0_{_* zUb91%0>@m7n8ODobc+4MUh1w0&425F`?MbwqaN0iAc?B-YT zZH_Q%y)W6E1S+l7=W46oxjgM}&S9bc9Psd58EAMer5w_V>Uf&|y)pIsk89t+$xwN> zFx&dOPc<#tK^>bj^E6fNY?v^;PLS^?tal3=M%=%ff6eaWmnU~R*wq(kT>;m#pw8aQ zw*D6a>w1{)HKxUgWSi`=PIS;Y3+v=WoD|m<-01e=UHpc7N3B5vqBHN#0MAjF`n%{n z`LyXs_D1%{$fH`Y5pLzz@03fvUwrWnHmvpHUCz3~Lwh%Jga@%4Y!5|@YO%fpkAn+> z(%3=p2uVbtuGsGz%sC6cg6c<<;kl;px(fNo3VFpn{l}`x4?R$wCV0=ZSOV0xpD&-! zw(-QjcPo#4pJ)4`LSdTVJX zob_Mj*rhHacL>%ZPzm6j8FXUbMEm0Xe^O_+-R@d7@uS1mc%%Kxq>NU~n)nEkxfaZt z|HysXBX^IFi#IaG8AC?=BsJ%qHSPOx&*{)qo1^NwpuR$nh`)r$X^)Sv&bt3cW$%w4 zPo?bMP`@tX7+1xi2ZA73OG)FywHL#GZ49r7ywP0vVrt+cPzA0U2bp7u`>9%&qH4D< zzZ%@T>jd@gbQ(Zy?#v?s=k2~(JzQlE8Z7GoNwiczQcK0t_8${le+WAL@klbQNNuSA z6?N--1kOK;I$_7xQmKOqsiZz3m;rfDXG9REfZV6jr(;~D^HE;6?h$byP-RSW4ii}s6PoZ zT~m2BPH^0)@;NOEGL@I~Q?@QiwyufK{^YyAha_wgBxU2ygIj@Gte|4MRqamvMq zK?71&dtigY)_;yz{b7-%+9kPw@sepq9$z@+xTGJjP+lVH>XcN;UXu!f5`#uo?Ec z+G%_L98Gw~wpsejK?#xWwb}9?ycHiFD^yC7yjyDq9j<~zlA{iIK|$~+WYt?7d#CM15MX$ zz6hS=L`)BT-2MB|uIfLzclFk&izPk~^6rPtKwWC!cNKp3dFyZ8E>{bIY(w-?v>sH9 zK02%kN{Ex7qvMk-U&aKVDmbEa=eMhx-AXU4$>Pwi>OJfCgGN6k@s~Huk(*R}Y>VU-LvT zNq~kns@8!QKv+B~7HK*CS!lntodmY=63`T2EM(mDW~?!2Mhi3*E_1TnY194REcz4b zK+_-?Ii+5I&2Ie*cg0~%RLDI0)Ns&X$@l$@JsS_cc-M^*-JD53@75;XwOywT>M-?! zW*@+<#CPYONgbEg$yK=X+cfM>!UIs_{>3|_@VDvS`s;3O>RsEo9eLv4UMoIqHTx6QrUdY_bKI<`vPoqW(vIP~LNp4+Wo`yyuTG-lJ9CimRnn5E=r zJ)V0_YIh9y!QC8eb*%R5ciJW2ufpnB8_*Q@S<^|`I)|P<73|PD&^-8;Q?PmP z52xP0gZcn89SV|w^c%0|9_!u6@x89KHQ!Ega=wvhRAhO-wHSC#x#IjP`1H$D>3bIx zW8~U?e0>TU{zZuea4y*NPEOtr6n!uAO3LBm^@rBo_4MC=_fc6J|Eb2wjNW4P$U{<~ z(N?qT9%V7gF*^_bjsVx+$kX>{CP%#ApT90bUZYEN_wUxyBSteoqa&S3l4m@hOC|n4 z9e!+TOkSYQDb|hiB=y9S7e%lk4?eUcP5p5;6Eti#2{PU1ZKPg5H#_2Ct4NQw=JFZt zn(Qb&8&Jol3_hwdd834|{yorAoOgMkjugLUS^2NcXO;KN>I5yT0d>zx$|1{YST??S z_pfnL#Kzt65#KwOelJH1%Kv1O?Jlg;EA0Ob8rqY+R}V7qLmsp)zWMMkv+KsBiv1hb zMN}Q!Z3r#FXMA7n9$|8L$49f{`Uaq8sns6PIL<@(IL_hU>|IGmKh!18y>mcf&#_C| z_j-4NXUE)95yGe_r4w!mZyKWmagCUr3=!Edilxk z`K-JR1~dQVyf%4sbhqC7^Jms~E{%!m@JL%=8JOlW&OYA++@~&y$xnIxYDy@WsNb;Qe$%d60A3lgbKDFlvs~mWY z3hcM1aKD`f`|VR*V(i8exVFiLl?RT8N}AtUR&fPX>RfsXT8^dn9x}(1zHw6gJz>rF z?}J@8P71tdTAU7=D+Vo4TEqFy(OBoXNWP|>1bdvS@}6{IwmtB9!-}aj>xDjQ#l?XZ zUU(UmA6pO(on@PszhSNJ<5N}#?CxM2fZn4nc2BtFdrC|Bp#xj36Cd1y4z6o)+ju(G zZ{rNQH`!iCG{kn}2f6oEpuFU*Uy%+PrUv)tx%W)^H}zkJ=EHI)P$Lp~cop2MID{~@*bwpho_FV-&6*LhWI4a4+>Oa+{UqgB?%KX&ea}{G4qlaZ@$StS5k(GBhqs3c8%XSeJ}(M?bX*WO>OexGDENKw^tN$?E1 zR1}SNBWGX{pY9$ zPknl{h4Zq#Epce`&jM@PA9)qLM$i|$NRWA*ylRYOc*I9PbZwwTOYi1Imiu40YupK1 zv~*x)fU$M*gN~&$C!aI*sc>%pn{%4seN&oD$JE{rlOO5}M^yZ;-@PIJzxdBXpot|| zl@(E#%lz(2&64ybJ4lw4IxtFVJL90pj2? zvC8z~Uhg-->wB~_TekNE^C6aez}jzn;D#Q0u-$3z^&aTRlKKr$(bjT(5vZgAxe~+Q zlBcT8PVG(u4`v=UI%Pe3wa=4i#roUXZ1=rDb-4z3^8XX0EoIXk`sY(zMCJK_d)+#B z^?MjMn!uXDpIXcpa!zm0Y*BsR!o0C7@E#{~QYO4X@3k+YvqLog^7hz>_Z>??OB$mg zOB$Q4Yxi90-`mG}$ok=h)hQLNpk<5Z&063ELLW}?zXuI5`9ivQ71zP-Sx^XP9(n$n zGdwLK_Va?tHntL>M<;_?lJMmo&r;6ttY@iMDqlVGaqbVSt@-N2yL%nV^>55kG!p=| z^I_HcF_Gy8`!3DTZCt)|vVNpkL~H4Hrn`GjoCCMY;LA*Snb+ki$W*hcVOtjf8s&@I z4r&1kOWlPgr`?-(9_z`L<_Nc2p8#rs#!VIs7OjscfX-)vx}h6EWr$SxnZ+&I+YRlO ze_4QSC{usUZt)lIj>4Kaptf$#I!)dPX^--FwU`+`*jm4F5#{~omxGEp(3-oOyw4JN zx?HU)*%G^armu&e<6Jqq7_eB3nkm)d$ z0JqNSKQfi?-f&OQ+qnFg!!gJZ^fJl&vIp$GZStG25$n{jd_;NwYgbS|IJKl4GP4ev z=rmUnyZz{|*+a(DFWxm{wl@>*);7Geleh~S!rS-&T7Y}mbL-_Q#K;x@`S&S72DIb` zbCs98!XEx(P0$<$Qeq~4yKYKBrEI}e`G=GDg@}bhmNRODhD*Q`&WEgLuby!Ig}}Ne zg~zgWl=tw1T5cenkb#4ar|sVxTfhHU@(k3y{Bk-Jyq348(9i1JrbowkTeQ8qZr`z= z++ZLo&n|Y4o#TBoXdDLAKWPEa;D^QBK4AB4&k^yY$qR$Tl-RG`We58hR1a3Az5%T{ zk(|uFsa5b{Tj3EKFAI^$iF(2@8{Wy~gX^Z#H!|IfcY{ZR)DE96jCY0H0sh{6meUbisV(NFsO}{mYe{v@u(1r)L)`th+*@q8&CJ!CfT%4SkDO#Ve zc1!Qg_5ZH>4A{=K%(@9}p-A30I=AEeM#gDarv={GZF*bj~h#zuf7L!A#KVRFTQ= z!q{Y_?#?y%u@gdV43rYV zouv<;A@!IKemf=w-O>DvrFb>{`Ls6aX>H3VJ5WVbe(Zp(EOZQG|NnCbwmTi-ecJYP zZh^wJlqpyy368QdfQrFMXXYAe)K5zR&lC4naL=lJQ+mi)5xIPY7q7zH?}b~wcOJ?7 zaEjx7i{ttpaO>wZuYb#%M+hE{Y1+BE-_5sx3hR#24 zXgs6+xF|AN3Dmm89M1J$v-|kPp;^o@)*15kPbb=S`*@0-|E`zE!IUlTm8e{-$@ zXf6;kWcgs~{JZMY?y8@7HyP9+XV*#Ixx0SeYfyJ{@@JPQ=94d(J0n0VmfwKZ7a^}V z5I+6xBjW?mK8*M$-3RYTHm5r!@7+D`b&5~rezoJqijnX4rQMP2?q$ca#sO|4DEG^O zXTc^LzCW)0rR(ZX)qD2-H3od3c|}l1a~EWE>wMhVy3+ZPrTx)~Ifz9Z(8Y^WKH4ch zENb%J2%0^*xniB9i-pwkIqc(x6NoD8?z-z8W5&H*iEi8z)WY6@Nlzvt24^lyvrvfat=EqF0i5Im)O5k94Ru{P~uZQBdG z(PH-Xow{~I0RmK2_8Y28obB< zt5^Lt$$2Yk4ET;j^*jSLv+FBf*Mm9^Ck_aDgV(=-R%8DZi!b* ze4p*x@NAz$aeU7+_}Z6e=bp_Ht7&U0sEquedI7Zd<^?D(bU?i%aJv5;clSGPm+!7_ zp!HG_ZY9^jOPuSIi`xDc$4Q1yD{X8qmS9i9+>s$3c2|7GyKa=d6-$bHmzW8>`+QsD zLq}@J_oEmaGWKnFCHH=5uJ|=uQK{-P8Ss4^C)RC@m@EHC|9W$w2559G12TPtHoPX0 zeV22xqfT9gw#Km26!n0az*oDtjKjLee-YLoZInK1sI{3*_m z$L^c!4#o8!dwwo>3?6Dx`k`~TEOD>5&Y=Yn$L@iqvq6LI72VxyKu&3ZUQ&Y&ZS3@j2u4ej&cSMi_Z~z0U6A`A=@QmhwlW z_=|r4t*-;ESe^f~?C{#VH=pYnKMMr85cEFT%F!leRRf)sqpcU@RQ%Q7KS_5bb!`qg+m6LzIcIVB4#Z#HPF+~ z2J6$ny{yS9o)a`K^zzm{xIdimzuG-s$C5 z*FzG5b&fq?ZP#vfcFyG{Vlj1J!f+M#=Eq2+J9-B^j=JV)%Gv00CX; z<;|cbTk@RAhCA;(h~3*$UH?B_HB9H&!U!wyN|>AQ5u4565t}!l5t}dCq4526;RmfR z^qh8X+TLxm78}H%9<^E&KDakTf+J6Xwsbx zVik7nee6ju-+_j`%HhLa@4(Rt8bRcbsM=|r{Gnm#^xe{DPR`)`w!3Pne0Ahwy(gdv zZji_JUV?h;^PA95o2!*>{;gg0B6QNs->vnA52nIWbdXz@V{w9@dw z)HLV<#e=J#R8Q>)=iKyLd`KOLzpoxl;cR=YTHmzr;-?1m9jeGA( znxB!}rk^AOs$;>W5VR(Ws4Mf=*{y!!-N_U0X6-a))8F_ds~oiL&-X)})31%!TfTF0 zw#R{rQNl}-xUb4w(bz6jweA--{bko+c%pWv!rDiw(FnA7R zmgUQs%OcY^g0|Rj-Ya&(Gx!9WoC0-QA*;B~c!`+_=&Vf%HF|hpbxuk7p?b{Sa8v6Y`Qd-4y~f!bB8 zK<%o<(8k_D?ftvb!|p!TTJrYLE_R*8yM)>FH}o8RS2bs{;m^;jgB*39v`tAk%?8@4 zgs~Rl%%ojpeDo&+iEHs(75D(3@Gc9W$~ zyZiWeKX|!UN;#wx_2%5OD5E_l4gYe2B|nB_q1nLLr*Iu7eFRm zP0%M@#jo9c><3!w%pakW&>XR8`g_n$X;1slxkua=+=w2%a}3ktdz7rtJM z?X&o?2h*LD_dwSqW^x@=FX5QZUFp;gUN5G!cf$ucd9xd!9`eR}kO3~x=89#kW##EH z^A-r&Lwdm6-0urJZ-d55K~09pS$=P8W&4`~zdIcHUm8KX2?dyopoT&2Kb)zX97i z(Bis!$QbBrvqU-77&*5d-WKMKY@lKXV^fme-Me~gv{5=s=a%d?*7KFTZYEH`uz6CV zm{A6Nar;3X`#qo?h%Z1(QgxI;ds5E)KYjD2p5-YW&tHAF6!tgl-_jtIUoU>=@V)=8 zI$F}d1Rge~Ur07i?_X=*6!N(B!eW(!!PA`gME~A2E!SYjg=dcXu^+cNfo@!e{(<&3$;t0L>Z&(rz7ZvWK&dc#{f?bYjzCm&7N zEc5Q}t?*6@^P7);ExTy%um_}Z0$Ae-gvOuqbbhXTA1L`hX-i~ZEZH)TW|REYpX@eh@4iu|N4x4_rWB~C)IOrS}yK-I{p30N$)wIR2QB2ZuPmy zVDiy~jWVC^-U`=ZRatrPXhgxYo}-Q+k%SLDPba)DO)ECAP7m4m=aX&Zr`Yp9j$7h?vwy8CIt`_eSS?^j*-h~9e8r{7xTdwBav$Bisi~`b^S0?E}fl`_FuzRuyyM{DTbYd%_3@!blXVBX)|{PeDI#rHQezQ(1; zi8af&UVVF}@2!rQ@TQOTPxPCu|84p5YhQl%;UvpF)pLI)8$$ePou0C>>;7)>)4N~G z8z0**p*`*30m;?peE8DJ47!gl>Bv@#&ev^a{IcSpguoRt5SO} z?Z4DlZ}@HLg@gw!sRlPzYZ+V5IGR-T*exUbM(xGbJbQHO`Kqs4RfVShi{SaT>QoM2 z+Vh@QQ{#7wd+!#%@b0ML^ScQjYMx$z`83sb{>cY@`7J-J7amO9D06G?xj!2vbf$qU zpKH7-qV8>+&f7SL-P2d;{m(UAaQF4?nL2FUPcOW?wvR2sOD_YZwXM|~w^TE}jRP6FM~BUxQ+D;9>)SU+_-wewVz^^*cvavmaBjQ@ zwG$M|U_0N(>AYW;9?@5CSk?LT!#lR-bZ{!^-nl;E&c>|0+vj|hzYa?X2^(L*@W<0TmSQi_+p5K;Bx2Q-CN;iVvo1oi_Z7?WIS0eSFC>Hp56OG zi~n?A%+@(x^WDlgl1J?H!@Fy1Q-93(ziEeo$q(Tzps>6L&OYzq+2{S;?x%OTE51LP z@jlO>qW9^H_i^{ny-5%&j?e8sEfM)%*L`sW-}^WjRDEKrKUaT0_vzg)$J)p7J##m{ zI#Yl8ppO{y(N)IXJJ(-%oTJm+o%_zwJYtSs*mHsRY#@pIe9$5>s(xeC;)q|KAgyAn zPwkO8lVTXLMr-qo-(GDBraLaA{(bu~w=iPOwLqPe4H2QwZXX1v7p-ac_moeoyuSZ+ zf4$+izzlUnY?=9+pRT$xQAMZsz z+ROa$o}`d;)l-4@rD>Za-b{7g6aD*?Y?e;5^}0LKGoGdw2I$ncSAb&9dC&Ek(3tD~ zeopAUY{&O?TD$6_dBj%lntO8N+?yNc9!*NR{7B!5ZTg`L2c|n^R|n`|*IIS(!AE^J zXaY61+y=^1cfwy3{919a_3@O}=@EP%?^zz%eK298%%i>M>Y-s2zo&d!#dZ5P{q=@X zI>#S}zCQCLA&q@=gilW4w-sNn&8j=#@6=xY9vq+He6V!z_0;>j)~9!uKe%fRD*E)< zjU#!!odPAF(wzt2x3u}^FP=B+ubHLBw8Oil!3hgm`zOu4xA*td*H?el+rORVy7j=G zXo6wNN ziG23)kSf_!$1XEsixgYiy+a!k!MZj;bR{(hE7t4q&13uXZO>7N7jtGDz5;bAueZO{ zv^8ywtG65E%wRltbszIAn+tCm#i}2yY_${=n_f6G_4xk7s}}5TlN2yJv+xZxWZRyq z^PUbn>~Jeu;*U&x!`jpMx6BCWIp%rh0b5N$*JIsvT)VPoFeVxMXlfNEe{0o(-F=b*WoI6K zgKF%vE&RRr>AvcM-(qdDQ0wL$v&p;PTB3zw$3(W$j;m>sbB2bV>qg^@h`Sm8%@p?ttahHv4oVmN^)?TA zw~9^w_|628pmeOI!cxI4O4B!;H|2FU+c(?X=k?n z+uId%W*&YE$!CJ9r|Zu$Z~xDnd~(Zeb3@yy$6HEH`glw~vw7)FX5DY^lDO>yZ@o7# zuX5eHo%7Ws%@cYvIbTlt+v;&r2GaVSWV_+Fy+O=|7q|Dj313b(;{Wo=VKQgpNtv?y z_wG(exU`zHZ6RxMVpD`s`+ajooyfcIt!IFXde!O&-|G`}W`3*xt=5*lX;(r0Oo3@< z9)7pIkn~=UEkOL6^&7UmD-PXe*_gt2G~X#=)2>J52H@7E*Effc{|`hMt^MK4LVjs>@Yhmu}wg^I>z(jB9_@I#i2a)CnJ&bhUIpq*D>PiGA09_G6PW@8%~} z+>AGW2riPQomu$%?cJw*@3_qmN(kvJOll4=YJU%oj_=m>@c8%*j*q`;*BnmD>;qeQ zUsrbD{g%F067tih9n+t?FiCb_ykog)@sEG|1#~0tez%@6*LYLPTjBfnrM_9ccJ*-= zZtnMH2Pc7pGtV&UetY+e%{#4eqi%$e@DBn-_aNT zinYlW`#k>+N_EF=cHO@do7pQoGxg)_Mc3o1Z!1hWv-r0zhxfA!f1y2vlk;BuyLRdC zFUOR{orx!HcHOUM^i^w7{rsY?xP0Y<^^e6QX0KTKG6uGCcjswteS* zUEg)_$cB_@#_f}?E%-~Z{U6F5x;abt)*U!7-S!*fJf&}D^^R|590v#PLqyjoLv3>Y5x9Nsq|GVu9Z)P~dqEohd(eG&Q z@2{oR-GmSKS&F?gRD3fdxoSUql+OyD4+qSu-#91NgjMC#zux#)tVOo?#y?Q~lseaV zQ}V;kxBS!I<{$hPEfMq8dckzggRC=?y*IN*y}4`3x%_8D0>|2a%PVFpOwp;x+0W{D zvgzcsc$;p@y|0z#&o2HI zYe_fie`kLDN{Wbtm_+h)$AlSJ66vSOlO#V`y*Bl56FxlY>cZ*lvwS$b!`j7!wSF8i zuZ}PXe*9Jv*09jA)`C`6p>I0h@K1Zgukc%!NBh~tzkRTzazFlH<@IOv8-fnxPwQ)~ z5h)2b?0?12cNOZ+&^Mj0_@}+%U+@d0FYqs4hLPf$8SY=B1Fk<%S*`kiSS$>iZhhGvTZ070eew!8*(|v};`NH}4HPvm~ zv|g-BmOEPSv?ZDEXgsL*+h-g2=VH*GU(87+hBm#GX7CXy!9N!je?W_U?N=YN?oWo;xbgSJM3}y=r|P1{IbSy#uZXz2;^zCWzH<{C#oL{i>Pm7msX6nzyxD=E9SkcR|e)E!{N>^Z2z7UOEg8#?>>9 zzjJTD3oTK!z8!hze)`?(-vw^Mhxxtw?`~K4$4f0K@*fEt1bXy2U0Jl3yHP*ne-k!kQV* z?;){0QPkW2OP$eI^B1+;&6{ViHf|}%$^7K7Ila7l?^2PEeuCUQ^|pEi&n0fHS}?mW zQlLb~@(--xwo$##KC&+UzMJ7JiLx_~zw2`NCHLu`1t$}xJ752%HZ440JlV!MTD0W4 zVgG%5#ao8$_tzU+r-vM$_v3HM&)UCV-dsGgA$gwWA4md|%h-57zP;|gjF?T+2WXzH z{8L|7^aI*BUzOzlr*6}qI;Q>ki4lh9t85{e@A&)Zfb{1u@B0Qd;X_@OU-q%e-q-xtd?{v5{C^&JU!cm~@(a|5p&S1! zNouQKckY+@9#G_$g8Pn#x~?uf+Omtm-(ze0)rYHI_JQ&cxQDc9aT2uqcXS?#jrooh zd*5FK$GyZyL1i)X2S>7wN5_bkTsP>y>(93vTC|wH>AdSd?e2BqE_Y#O!!*Ym2Iue8 z9`^=yK4t_MzAG|rpK3j0$_oi_VOII2uIL3KT)xz8`clWVH$SmL=<|zO?n9GjxWBhv zaI{6qNA~}wF`Du5~D|`nPmJ@%Av8Wr?vxB=ti#E=hdzANA*W0(1-K(44Nj(evt?nZIEZ}!( z+Vh^Q8^T-X>waA;UL@hmGp|3z@rFVFt?ddqpw3ai^bg6GWWv_Vi+qLk-?HqjufXF> zJp?bi7P-*kD_AGLY?DMDc0 z5u2?0jJj$eQGdRkkP*AH`47yOdG^+K5WdW_kIsv~4a)5*VbkC0pNE(3`VW%j&LpzV znE*>D$UaQ+zf)hg?asb^Z_`W+*F?l_+iw#+%LX!zvcJW+@=W4Vw)07H+vnTn-EZ2E z#J3$0k+;uJyM6w_H&8?t{)T3}x6uKTJi2MTtG~QBYExui{bV0&;!&9*Xu4SwQK|I3 zTXnzjiCXUFE=y2L4Rk^-|8<3ak7*5cZk;~ovi&ES_`f;-bI4~uLu-)BGG&P zo_NIe*ZVDOnC0=eZdgAqkhl8Lx9+FkxOdcYA8xC>vkz2bNIxt5Ef!MsSS5{j^@H!8 z-~pk~GmF1a1|U;Ve{p9hUVg`R2HkaRO}qZVWqD#`y&o#FK* zppl3O!}D8exes|8_TL6IN{_PL-FNgWb6i(_<(0aRE5IFUSPr9_W=CLV?)DG|0>|BKU4e*IPT5SHl-e;_{~(dwjc-KpQc{uNl<`OtICx?Ayb8J|Ek&zr`> z{Z8@U_A{?befXn10$kkP(C6C-O;cuTs+GQ3d%qDE_$|i9TkHVtewmyBrG2YC^_OJA zE(SkCYN1%Q-$c}{Z_20Le1G6gbiG6vs)a@xAPene?|gi}0bGu4tasXy2(q*6+=@0^ z!QXRtCh&IDayQRR5^GU6?7so6Bg-^&&TKSiwlF+i9U}^A^4)wdlLk%4t8NHyz8{$u z|9^|oEQxtXY`EW9!wQD_x_ZuVZ^L%ckKzT;$WQ)ejqcLx-m<-FZ1>f5InF1^Z3eZt z8^wgR1nX^#+NTySn*nW|82+9M2~<#+f>O=Q_k3sewLXkI)9^tj?Ea-EjcMoKiB)^A zH1$hnlXxI#mVf@jjH=VcM>nvUSzsz0u za9gDsB>N(!$AFFZ;NyQ?;PJmLUu%CX?mQTIhHG&zna|FmFExOtlA z#s2%olN)*=_P9;i{_-33uv$3T|4m)~&HTSQkY-IKxRkW%t$eeOwN!WA$1J|p*&iog zO8#CAY7MTLarhl52Z3!&`d)qd-D}oa?!t$=!R;=+6JL@A74Q${Wo>* z5luc&t+UDMb^S`c#hni$!NYq?S|K9>h9)13cO2#YmGcie!Ur1LEi+jInHU2{V)VP+ zppvCR2vn{fnhcG^OAGw{;=gTZic|jtYk}RVdylB;=I!`Hc9?Z>he$4*0%ozwLSXpl!L|~j@lI6Z}K|$ zGU?fdgsPvgn)Sxtdx%!L?Z)4GQ@?)|l|IY6Ho`1o2T^_$=z89%ZA9^osTzYf!(xdl+I5Ko~3{v(4UWZ!wQl2CEkwZSgvATjOk^YK_MNXl}pw8^gxe zp#ko~&A**>IJBQ#{4LfZ3Tnx{;#xN|iEs7w?uq+s566RxrhD=-RfwW#ZUoBRI!Mn&@*8-GpCpCnq(@;`y|A0x~D*2LrB7E0L}&vtLyKU2bc;E|tJgE3=L(!3L!~O^IHcjAW#zAN) z5&EX{fxOPa^{p2&k}AYLbJTGk+FTFn4uWP*4Cfwy#8&fbB6M!y_eO8-9b*-<8JA8``hF3f%yy z-d4{z{O*5i#?e=0_d!##qSXmtH*Nc^)+RrtZ)qjGiRL6Z|7H%qw&@SYmm7YAre$#I z6D_v!zrK0tN$}9Ln#&Y!8}$ovVNI#QHjp&be)m83#jdMw_kormXib|Ra%RF+*ZPN2 z;3i7M#$V9Z;TAsBWf}JDV@~Eb zaFd+t%(IR66EFI&uY(RK@a_IDzDRcU?OM!9%j zXfPgRO8&MXs`lbHXxz$F{nvNV4!iyvH2c5m2J>F9WAB+8+Vom}*#{aI(tdW~x7roe z2+_N8Vf@<5D?ojgbxC}C|BEjYUHuwtW!Re9Mc<>d%c_~H?jL%PbcS)S4~LzmENDVa zxW4Pdhc)_>r7v__f|~QQ+ad)_)|B3W6>^FGZ|bsdz88A~>b$?&g*=tPdChlYyXfS3 z84n?2QI&80abE1Qd{YNn`U4s)*goxU{=s+A5@BbOzsp{D(g+%B-=XqsBDkNKG9$b=LU)bY8>n?p z>RwNPcUR_}_R=B`@`>BV5;u|Aa;b4~OonJ@^4yPkr9;_ZqwoZ?i4@z4qz1uj{oJcRpM?!x_MG* zju$pOfawc4Ja5O}gq^j2&FvsFbf8ws4N$vkf!>162JKg+ML+MT<-8ku=J7ZGj<9-g z%jleB=tlKC`-(Z=Ky~TyT{d#yF-TAyoF3CP^YE)L%B=UHV^Z$#*xTVA9`WU{Q!_Tuk@mwx}^yL$1+ z2a{(JmG?IN03sqt4y}HZTfid1-QdRNJFRCQe;kkF}KdUSkU1>dUWJ?}1g{ z_Yw70n2sHI^pf$eX;$*;d^MdY6c4HR8A;BIPjZLhx%jY_F+ zN8Y=ie((O_w^$qR=O5tcFgx@3``Pc;UvB;~-B#y^=37|%?GL!50fmm`Vl5~{Ce_wnUI!qWSTK(wz;-}y1zn1^Hc;rFW{iY8(&t~p{ z^kjbjmE0dR>+q=;M`a+DOaHxozP-?zIrL5Ez5Z$U`WJlHUII(*ri{y7KRBV;ne%N7Tzkz4>l_AZq=$4PNcje}Ba~^adIT z{mW4X8tj{Q65Iw~GvoNX+3)iYOszbVDEepOCFmF-#`vk8H$PaL94G?Mze_tmO|076 zceT9Eht#Hp7wxa_tB0o4{=5Asd82>XU$))(i8ml^cg}~IXOh34z5Ddo1+i;Pe|_Ed z=Qjly_1_0iCc}KFYW=q^e*KKp@5(p80}8M<%jTs=Tb#NqYVR{WHcC~;%e0&oR|G-SKs zTabcx{_FTgcj3cKm0$LPMn3E~WI>B)l0{vLBX%}dt_6>0W>0XxKl}a1>(9%7?K|x( z@hk1buaz_Io7b=B@;#Y*y~O$Y62+JAb8eqqZD*~e_+{tISvSmM*^h267d!P_uS1dl z@W%b8eKJFj7OYGXkY(AgU!)`N8E-N-rOQ_NrP5`-Y4?5y?KaEPN=lAC|7D#^<2LmZ z$wpfq8cP>>EcO2&d~N%&+v~O*-`@Lpb-0G^nti)7_jG==c=q?>&ic5%?uHffHFh1& zc=WOVBHvqq#~=UxDl%OlC8W>Wxkz!rbJspz#h2a7Ci`quREfPZt>2z=hL%Rh1#=6} z0D%JEFZC~D-Id;UNc>*^PQxv_Z~u>wqWdqTXYDt=_pIbX?EIk1Qzk^e=r}TaPLcHQ z$KE-@%zAQLnCJI>EIIsf(w*m*>f_$UgsXZ^pQI8fB=AP*_@pJjoqsNR>2i7IvTmQ` zBeScYY`D#~f8j}A2X~>j9*bl>&s$BJSE^$B#^cxaz8L-4PoMHhd^)ne_y;TB{!I_3 zoBWA#`?E!;r|-n+l)p#rn# z*1sx=SypmGuygxy_lWCT7iK5F{LLt(^zz2^$IWVT({0{<-1_;`;^kT%J4KdsG&S58 zv;4!P6Qsl8slMy!%w^qjrsu?`?LN07NlY4K6RYMHg`_9@o$kw~_si^hEVbbEmz2Kz z-s8)1`-9!Z`@>7t#$7AFTv09aCSsQ2Gn*+3x6}s+w92PnzQBLHqwiJg>8jbQ6z(on znEPjWTT{swo=bP-kBQg5b&0pWTrx2;@8j{vo!QBGoDjQSW;pIjXMH(ObV+sCgm?3~ zF2!?Q>TYU?60;O*S)xD7&**5=gp$C;as{y_J74?#|MqJcIB_W0>U#WNqwsfg)0gvH zm+JoqJGOZ{vIPnV99BBsG~tVC@E$+amp+$WmmOC;@ZKo=!48$?x(SWz)2pucH-1a5 zxYqwL(!MSIuf)Hl@;iUV+xPvid&_PSJJH!b;@6^=D#0(5uxYmohJlxupaVK&@_pY;Vw<`RqkII_@cJItXoGnX@eZ^S0f|01bWzWYVoqV+2w z?u_5P;`%nue0Fh{j*9n!xBpfxGw0R3vSeDi+EyFml}~4SUfr=-QG9Y#i|19ZqA8Yh zoFJ*qqIE;b#7yymXAAF?E|>lSP2p(z6hQhWU#XTz?OQI86%=W8QTMz_?3ESD_l{`P zm(Q*G(USfXtnnAt(5?VprqAOdw zLM%UJ*+1G`cO?C9$Nww+-SzIehZc){SfSMZe3Q79`c{ER%Zt~~nZ%~ds=lI7bUm{{ z-w+)9Uz@wGEK+N9ThTIUHmBEuJ6d%)Dy28x^L=sc5UZTe$#K!?$dmk;k2)Lf6(5bW zzI^* zdu}Z$_U8ULOV~GkmYxysu|?8MFTVD!%eVUQ)#tsG)6^9*Kh`hXvhnro$BztK9ek?Vy}NCev5gp{PmvW_1ix#J0Dy9$G)oV3E$$(+2{8>UdO*t^X`TF zzW(~+no%txx(cq`Qy1yfo)nRGTB_kKKGQ9EYZ4=mZJq2wzbygkQ7eRXy^6kRnpkdI z=$+eB!Q6Z(IJ0h_rVRTgleKZ_RhKJ-lU{kp_q~5(DbFr@UUAa@i7^KT6f7f!q*GvA~BhvecHWftplPYHZ3)ST3J*TFHtV58-# z>3ypg7v0^X<59kG(cBG-eyzT%QM@DQ?F!M<^>Z_(e76yF|hJCG2=yVK*M-wW5;^Y=80b2tK#ym#kO=&C!W zH3w@hZ(N(6752b>*1tgI|4VC6ZD)IMdd;b?Oxt#|z1z30Onm!IPVW`@KO|E7+Gk3f zK(551g5O!a__goljcdkxt?SQR$vrhOy4^C2uXv5@vlrH9#9eQ4x~^Qlr`PECVV~ty zn@T2W%B8K+xVqwFddbe$P39(>K;>rnjFpR~C~xO0UM2G^#QMz1@)`O~n}nM-F+1M8 zC^;LHTJ(Rv=<%JVXVlA>FC}Rw35oVoJ#%Cz=HHvM{lt?LiLz*B`TMgMg-&wuvUj!*~+h=lFTNb@G;GcTf<_h2E2UchP zy6*mZ$iH;K-Ks~+>n?v$4Yo+%Tmnj~=T|k?|1#iSaNV2<5;&Hpbp9@8`{y11p#FM; zFLT8V(Sqt3`rp=wfAjfY4UUj>k#9#Dd`;$N?mA&&w&FhPh3^G3&$8{C_wsJyvUh8) zS8?+hvzsw|FwlPR%_3eVLSJS^+~nLTmU8JO zYFRn^EGq-cqSp?^3Cs-qB?WRXx>;YhvR>Zr(`VG)pAL!=_E}K|)AWpdk7el=U4P3E zo(L`zWizr4J~^?L`D`OEgUyADl?(Lc)`+`#n%7UUl*@Q^FaloA+x5o0vwCfLHQ#F6 zSD*KMCSMb3SIK7ZK^p)2CSebG#fqp;~E<+OJzPmv#GG zUXb7OH)uCsm1qwnPS|Ii+7NfXpqUxs)GDw0cN_P;*bw)^puV=y>Xgj?1uxeg(E(@d zz{Ot2e6?ZUYT0yb1+3Iks~T zAB(fTc)cE6*Gw)vt6L_!^$mnAALH3u{o$ zf}k9QSFcAk?bHv09U>tS(nHObkxJG225lYY8pFsQ;M9Ls(L^9 znp|20WGlngM<*|zW`D@UUeL%qSN!-TabNYBN!ly8MKaUph8>*Zy0J&wN~PIkSlQYtx&p#XLo7NBw_)-km#6IPN&X81uv-R>d3KspVa$7t||NA2VTh+t={>C7|}F zY0It?i51rb-il`PO3pJ)`O)51a`wN*n3b)Et-e+?RbHs7o;8UkLMhahKI+q8x9fvu6HZsqipJ;G;pNZnpc( z*E_jDT`h1tg2MH-+6-2`PJxF(Q{UCuUf$hhP`Ik?-|NpaE(#@O+D&)1d@*|+E*l*9TP^hBYmq9X!S(Clk(E+E)~CJbd%eWMK>*osMsX<3c4aEAJ?ptA2lbVe8Ay3y#FPe_E>i z$njE@=Jvp674<@iMN{^bEm{w*QQRji&brR92V4QZ=9s)V>&d*nC+V^$`K>4YU#a}` zlAxySR;{U)^W1N2@tm3DK0^x>6pw8mSGxGkZaMCM3Dh#UF1XC=>Iqv}&GS}4a%D^Y z1iSC@cDK4Hm>ZVb_gpY7EVWBqIp>(FFR1?}*Ho|D7#Gj92i!DR&GC6v)`NLnCFiv+ z*{<>U?l1aMUvy&jzs${A#cMcrSI-0uf+(F?vnp`=2j~5_zJ7emXLabztC{yoTV{ru z7WupXN|${pU$*4`@;;vFeLRblZ>>EgV}0n(DxZ%ghwf;BY-BONxU$idx2$F7RpY&{ zIf_@;gS^Od-fEG!`I^#{AJhA`i0{62>bX~QZ0^d~)R*4NE(lHo713EXok2`{|Fzd$ z2K6gu8=`wyLWnL8o)`g0kf`WK}~Rxh(FT)U_%| zJ#}3nE8adc_16T*?t`mcUzUg-+VN^?r2EWd?G=T&H)BF)fx=FTZN?kDM!7VpOQ5g| z=hBL?&)g~kSy)&fqA7RA{%_;@`w9z1LN;y-*|@1>5oq|MSL+~?fzXK!vxI9wb=%Y? zscYNp{$7FZYdqTga=HD7r6LbPqRsw>EQ{cJ6>>8h)ciZUW68E#r7fmm;53}gTDmH? z_SZ_71K)XSx42&QPn1sWTf0DP>r%0)^^lfE%uipYV`~J=K%FNqN8MNIYo{%OtSr!S z{l7%yl0%bu?n?9An>``3{6LMb6@d@`atoa(XcmFGF6**?l&&ju)qdAQPt6vMtKYBo z7#$DVApPiNwmPI?V(ga^zMJn?*+obVvv$Fv`Y)5iq5~njjkYP7@J9)@NL_uFGR3l@ z*Ws!Lw2A5C-LUdx*7eBqK^5Qz!sRZ9yD!w&Ze4T^yn8L{sB0OUqV?CgEsM`Q3^{OV zy3fPUjSzp;Xf?C2{ke1!+(I;5zAl*WPq=jP%cL`gUs&sv|FP|<|9eKT$Jgg+MR?Vn z*~f}?QZ;Hb+Ake(wD&E(UXkHk&!bUuuJ><2WNOgY$4b`C6XyPs>{xu};}VDTNt;R* zMbFFJbz;kbtskb}+PZMn4NwK6%`tVZy zJ0@YRMc23H^oz?_YsPx*t)F*%d-k5(wsn$iBC{3ihytABbx>aWEwbJ?F&%gWa-=rXYo$%O1& zx!R@PWy0aQYV9SBVw=bSSE&_BsgPPCbxyuc`P~=yAKU}C47N6DU3w6(q!heQG)4PS zYEgy=TZsQLxm3R8Ow;zIa4lzo6rq2c)EXG)O>hNO>1Pf5LmJ#nE9;G)*2I`>iOt$| zqpTu%>oe~&wJ(y*msI>Qx9v^1Tr>Mu$)ERyLj8tpd-vQ}_fg{Zv*P)=p1zsyuPwG= ztJ3V)uv9Q7bIG4u_mR@%k5bxeeP@mk8}%T(4UC>t=>E&$6F)F4xDbt$QXKm#(+6DW)V- zWS2>kUT?^Bw^iPekWNiXl+d{|6Lz1AO5P7HXtY6=oabFD!tzE-pTp?R$KV1(=WZE2Cmli$w+H@qH_2T!t;ao!h zS1R}~>vT&D{+e&M_{`U2?vyUxMP^g?g2y;wKK$;wQ`#cB4h zT)8Mv;tB_wsnFz~(aU}ubbj8s3EbVh@W@x2N#ob&FOWu+<_d@2zWT~VkcbP>)blgp zQkOc|>GsM6GF)o&>`LdU!0pFoI;?YAwZ9tTQ|lL3I^9wg`#0BeY<$1FBI#+t^{ENF7rsvRnV+v$&b#wYgna9# zEBg!kjE=Vj)IXJcIVAv`KBS`mWQH*?bNPcyVJ@fEsq~ou4)|dZRDon3_ zwfMt=szq-#iubHr@cqhWSh?l0=VoC2JFAzwr@)%HRRNZts+`->c_rn{QhrQtTcZBi zYx0Iwf@`uCg-r#gu~x2)B@;6lzyDZT7W*aqC%7Cp7xfBRt#*9RB`e4(SJAhV!#Jj{ z>OG`UoWmNrvh&3SNUui9|Jj6w!puXU!Z=oQg{SY@#Uk~PYA{6e(BvSF+F1_s)fP$C zgT@GSSg$VEiA~AU&C$Mptzq>a4h0A86?VQM^Xo2UX+vj}!)$iO+Ht1OIxti1kzW02 zk!Z)cnzuiJngmB@*lU!}Eo{>SO;tSG_@jSWJxHI-_S4sA&NW^o>Ti=FBo}f%U!p#> z?>W~i$D6Pks`yIz;+mDQ?t3kcKw6w(0sOOMjLhxE1#S97#(l+%WqEy4~FUL zzuKxPF`d_`<=d}|OY?XA{_69-&q{P|(Tn{~C!GHqZ(aZLcbxu&uWLVs6h-ekpD&}i zbis9_`w6dO|LN4PySHWGYp-kFu5UJceYpAUHhxRKx2bOfLML{Gv;4KfcHT9mh7WvNVjsKr+x?evpLy%?@2nlUC+d%Osy%f1`pbUtnT?89 zI@MmeM1n^5GIK7>;$CpQU!@w{-U}CaMP3TOE z(q*B7rD{80FR?!ZOSxVbO>DAHd|0EnK}$2gL#}7N;?GWzvrb*Fo*s6ed3d=1xL?O5 zn)Gs!8?X8Nx|OlwfAc{hSbzS@v62m6&ihCG{uTu5=z?{oO<1IKJS;#HG_!DnOUuJpD_x)n+tw5nXqlC~ zQ-5c6h08fedMal1{Qqak)i8@S8K8wi^-&*>bfqP_eid&De0GB?%Qe#Kq)4>m+7&XU zYwrJ9TE=U96H?2})jnZ!+1@^Lt0!y@oDjH8opE{x2$%yY{mIQP^gao>7yC*Djn^W{hF zwRcJn&TIk?ZEbDxk%Q=)AqTZB(#?eX^^Aj4(;n%7vsx@Ps~tBy9@Y_?zE|Na#Dif0 z;j?5cy?D_?eMvdgvKc>V4DEdIk6mTi+v(s35n&wjP4 zzAa`>y4X46=Fex2@cvr{ooK#N*|p^WbK?Fh>$?BheF8`KI>jrMX{v_pbAI39vy?e3 z^X1d*`widcOJAFHMP_}IwVAo^_MJa%49&J`KFzyOud(}>y}hHH^xH!p?T@>^xm%n4 zwCH_}U{=8W6uVP0c4l0nvvlUZn3g`PUe8EZaDT;#*z}qo;5l6LzX>npO+TH_e>mUW z>AU^@^M}vAy)Tu&`=7;Gp5q6t{j7BVy<7D`;`hG?UbFlEx9sLB?`>CWeP^-MwDx~w z-KTf=eirR4-^a0irRqbCVvEKNUtBMPXU5E2v*tQHS=ar~_9u9n@oXup_x}|W>;HSr z&olY^k#llz<`?|~_oeLZ5}p42bdmb>+|#`Br08o^Tm_S`vBEay4Dm^_tBbS`AjCCWc+((b&%N>=bx;W@>UU(02F z7V^DpTjm>Uu}*(iNWx#<*5l`UIqQ$#TxP#7TK>BDhk&Bi`gKmbw#j?RC7pD%KT^ZK z@5}ttbM%(n;640x;k;E!(|XDBO%w}SNrv$4y(d_)#pb<7%?-i5vsP|ap8nOXyI{eu$wgBv%UY}grui8iz06Ts zzd%Wsd0nJVd2E50C8)9}7hT8~(zhpW;+Hi_FB4tA6fHZ~6{F%V=(MFlKsTgg6C^wZ zwOm}I5`Mj&eyjB0ZGUhQUd=JrP0KxQy+>Wx#6KI9s%(SPUGToD*GzL7N&(RIr_^@`RuC((S>PSLBjS~PmUX&-+1KN zV~5*$7tYK7xc1}X(ix`;*96NrT|cb*jVr(J^zrj|1$?z??Ip6CH23lDJYRcT?rZj} z8~1DrckSMB)o(}W-iU)5^~Dz5C0EwM`%)6!)+b}t=P(>Qwr$=^U+0Kl?!9|%3AA39 zTJ#~yS>%203DShx4V10$0xsSpBQS_LPjY5{sHii=Rd+sOPsLP`dxdgx&8xPGbQlb1A2@ zS<6E+mnwdYbbfTW?MQvr3D-4cPHSG>H*}l%csbABr}Os0N17f7yWK6~FRo_*C!TB$ z(baR!mQHP3lFsYNFFonsN=5PYw>a0Yl2122C39Z!%IZys@x4Rk8}vO}mgGOEzYI$5 z;euLW*12BVq9@O5O_C2&`5)}67q?ZoZ4>kQTY>9OU7GH*QR&L+O(hdEd0vFF8oc-! z2pO~Ea@x8|rvAtJZCeU847d26sPwqNpBg&*{ATCbid$owG!IB$INsK-wlw+h(k;Jy z-%0V;{;yPWHs(=W^7^~=)xPeaw=F?epT7!xc7tzKNTk(Ck=u?_SILw%Z}xw>Za3Q; zEpR-1UEmkm_b1%?$@wMwAFnr+)xG-bfAnKtjoRDC&(ArUc%Z($J7?B^AKsrnIyPBX zzwZ5aXdCmq)9!0!)h9l#DXUG|o^`@?Wtr2;SD^Ga!QZIUM$=$HgV2Wav^^R;E+4g#gUj^lV^mlC$ z-W5{s)N6G7v43fOru&rVp!F@+^^AJ2ooZ~d@Z0#~h~7@#42IarTNWSMa@p(iGREfB zjLqvA4^L+MA})K2TXt1AyF@ACBkzlscR$;T zF4`M5t&CZu>@vgNjkDP_)?91oe)p#J-IaRp#b+L7yZM)@d#l%jm+{>C^pT%Od}33F zuFvLrZ6+y)^vT~sD!xT|-ZNQHYP#U7>4MrT4c+J7w4QqtoxyN*rtQ_4km^G(>vZg~ z^sSsqW}fyhzpdrSVA!j@Z@JUv>!&_0V?21Z;X$@T#g&Hcb#GdKymk!#783rgL=9F2 z-zsWJkFBrwRGQL}&B(Ck=tnBd%vib^S$FIsI)*((ed{(g3HVJuy znoV97?;5}xj#cN~VZ6^hd-;4$i&HZD$KvcMPe=AFPSci`So`E}k9 z^KV&oX_MO?{?PmK^WduHe3$!D{2ML*?N55sr+<9DsnbHPtbM7M&E|i#u5W)gIWGCWpl0?qKu zuG{dXU#eoOeDkzPd*r#+e|3I%uP!F%sY1@ueOrsCSk7^9>H521+oaseWiOS2UrS~c zUH6PvhjqD2rxrb_|Jsz19;xZ^dyT?dd(kIK#_T_96ei4Mo(e*653=S*Ox=BMhng)o zPqQx6D&{!PwPOe;WcDIaFET#`Sr~g=Ko@w6ZkBGt4jWl!&h~%CwbcxrssSA z|MD54O{8Sovj+wXpwXZ?PvU~3M1ZY*&J@dOP3JDitYAz9jhHT5c)h>-&m@O_?Vin$ zfmSQ~;sTEgR*+t)h`-7U1(g;54oIi=EnQG-#IEHSX?3~2WTNId-`|rCG((Yuvj_eB^zowqmDAr+}+jSDO%!q51qifUyzWe%HUoVfbEbymffpvO_wp_+p`5%|K)|#gF z%~w#VJto+N}YqyC!l-fULm*`SV9>E@T9(`mzO3}%D;b}I+uw=>IpzKRD! z#_^+P%vNk<+&2R{j-O^$e<@4zRoZ3H9-pNZ31;;VyfwGn1f@#f4@z+IMZ30~IZ z%lpSft#RAMY^^<_3~LjzCPRiXz&hsyu7zmS25Fq9Gvn42&23F9eP`(znTq|KdSJoy z?U2cua4xWYnh;$RmuAdgaW?Es?-hSmsZ_rDrI1=|p$KTOrIvN#ZoLgcVzRfZmYJ_j zcsYOmmTO(m{3H7I=>qQJmGw$eseSBo&pw`_IfwH`cKWYdu6wt=O?2v2aq242OMuSg zmTI>D)8<*IeRskq1D@Q~^@cyLRrJJmsFp50>3i;1_;TOJxtGg#%E(Ww-*`Uviue6D zQvUN>H#=F^#9docXJqc>TIE560TQC~?SrckzfEPT5D`Z(l zw?AED3{H|>g8Ii}JkE%zq@8}2b_v`{uQ;>vh)AYnfX|88^1%D@4xrVQcO91t1^4|4 zKa<#D$*b9NzFzt4mp5^}^3S`?mQT3#&{#fV{mK2Af71W{zOY15UfsW9!LfB8pIIEP zk?Wj(==sHpr$y!+Sto=a-{g9Hv*}~b%8x1FM!-g=D-~T^vU|ByBNcz_J9P}ys&8HK zF-P{;=5x?FimwZ}7p`1?)NSTt$K_6wL2FSK1TWOAzqHQKPJ79PoR5c_xXw=F@|^}+ z&m?-gre;g~`R20IAL}c&F1)r&rq6%dy7z784~q(~X<7bpnf*GyS^MnQnI&Bptyr?` zS@7j&KPs#8%VYjbxp2?)N$203*1uQ&Us-%+qtlybW$?9O=QrytbV|CuVbOa~ad3Gz zSK#0Jn^s@a;RD{kHjDlW{@>bXbUZBJ?@4gi0kjlwab4PNP+`D*2|P9Ww?6FGe4mY? ze7_^%#U04ToP%}Sj^zKFrdf9<;P=T(pp_`fHYeYE^YWzC?E_E$WwUObzxHq)v~XQp zkz`*VooFAuVZQFx`MQNu^dXZ=CrrNl@a~i;3r>(#^?aeqf9}gVu`Bi4`2It!yQcK# zec!k9_50;YFU)Ry$3ta{M~VE-7V8KvVXwk!LtSItIVICs5dqVX5tmiQ82kToH`ArL@Ys zIe8f@Ji7}l-yAAxSxOc1UuDlmr@4l`3D1W;&$8Kxo zi$48b=KKvW4j*l2d+7Xi%8kHhAB?LP*iBg~d>1kj`eSD7JFAz)?;ug$79g+X9+&S? zb8W(pHHvNg^S;Mi)M1Xg&A!(Mg#L3R718TUtEDvhGJfDyYMFgL{?F(`nw#+XXq4w)MvC z__CJc1#9H7&-OEu^kp`~D*w1CrxV3z1=s7(v^^!mZ$0;kyl$QaMZz_+h*Up|-F z1McHmKf6+Ns_}o;?#IfiEds^&MK$i5Kd9B&ncLUD;L=x5dzPHbKR#ZYy{zQz^N(kb zvy1;Zuf?uZu3X?z>a@=|b!;#g^s&9@bB>tc%%Tee-3uI;1#fI(JR5-ocUk z9C$$5e#QGK%tAdus83WMsdO8#;6MpJg-1ql9Gv;ZK5{& zuB@9p&+;QUL9de!X*xAA{I{Xa>*F6b$X6N6t2?6p*>$nND#n(qB~H*GdZvvf6JMsU znyWYAPO1Duq1N79+sm_=T(v?LC-2Lc3qDxwYS-zSiyAx`EcMJ%ok#!Z23urr0CzBb z#b-X_@Lswi*8T7AkB}tO?Du!M%+K{dBF|d2?|b=6E&cDuZ)-oQnflJYz3->ZhfUhQ z9(v7w=IrtJ zh+D923b;*rx!&dhd-t8vLzPd!_lLn>ub&8f zc0=)1Fns>0r#pP->ow{s;1X%?Yk{vTFBVR&f%&e)^2MQsteZBcWbC6~^jz@Jc?Q|h zv3O%wmyE<2xthxp*QZyNUszfHKjo#lulcNZV zPyhP|AEak7*!`2{)0_KKa^;bpkfc)+@7vz+N&eP+HUUJK9FxzvcD(z1kJF!*Cm9!? z`S{~<=4{ADR?mqYY=F2Jhdx6}{dBJ(f^0O`+N#@tkF`eHB+vl?EcK4y~jXj4VUYYv1 z&rEi{vA83{>SD>V`j<+VgT7pTxL@VMp{Kv183P2hbd*J>ZTvo0(T3l#z4z{1#d$U? zd;7%|C0i$4`5p)EHMgpGL$i?3zeS1+ubCQuo$#nlSz>3zx9{-#N+zqEH}5{!S29)2 z*ZXWd`9f#Z?p~wz!{ds;nsIl~DPx0sm@49qsKoS#K-tP&Ky+M#LjuW7$&*zTY!(Q9Khv+h+couRi` zck+g2&Nm54VsFiTg@VN7EW_liy1x6XTc_u=wc6PDgL zxtp=;{?b=B;!F~SW(E9L?ln4|?453{wu&o%@G%g%s`uDctTPD9ou zk|4xo(8%Od;+4FJYXW@8$$ZD7<~yYqy7M7fW@qv2rS%#0zkDzEF8dw3itpXg_o@%S zZ+R+_+Q&Zqm+d$Bf^sKz{rgXOZ|vX^0C!pHcZPh}_+|DoY2WX=LuBuC&+>LUs~S+; zsj=q1N$p9I^QS`2f~E*_0`74o99Zgl^T2iEy}u7HP3uGQ*Oq9ZTfXt7eMar|l?|OY zKx;^E1id|W$#t3Fyf1&3vR!*|4$@%weR%1;UYN#D51w_0oOW9E()y3v%)|0|%Yu60 zo|FEp@noIyx_8GxO|P@@dfxvpAi2@-^r0E425B=_EWK}ZwAuUlqm7U~4i7KZABxYq z?zx`l8@POZrf(jcdhAmEtUQyu?}JJU^uK9y|6aQFv_`SbjuNrhW#78N>jv87WZP?^ ze|2A)%?Fx=u#d^w9{~%;zPCr?Q-5+~dIt>*cO*ROTFJ&J^ZB%F6jO~ z3~D@jDSuWy%%(CeZtJNB{Zg}*8*L4SlpKMJyMENjGcH-znC$&FWZ7w{O<(wZ_h;_9 zShC;y>c+h{R_e?@!BeIcY<=|7bf1qmf~=2Ta$UCZsHYE;#FzB55V!4*&RUM_How%w zFf+?Gq%d%4Yg zym6`d=`^dKkmbq88p_vlFw_N9fu{(+mwVq8@kY3A$4Z?$A#CPTSI$0Fa!aBbwuh|m z*mi}DuUE*w_zVv4clG?!Piao8yIivPW!>~u&D9fwBTs17zCHyC@esdMt>qEm6rb~P z8pF?R1zUB&bL0OCR?bd(2`#p5wmp5ctg9ec@=nOYyj20_M8hUNVGKY27ng1G zp0?R)+P=kHpLy$JZu8pFLNhy}UtgL+0F+$-YLsGd4vZc%W=B zLuGrZ0psIj*Zw{eQmB|Nl$B{{QLw|9>2>|NZ*^ z_v7_HuYbGy=>EU^`~N=v|3~gt{ontL0p83kA`A=+91OW-irZIzW1P&)oLiT7!h9i~eV{0W(7WGurXxmMMl!`+8=} zp|^|-3vWzc@So8FEP4AsqjcoIuZ#>8Ir_yVl{u-!dKI}j0p5&EA`Eaxgl%_!-F1M0 zfkBLkfq|O=0U8*m{A6T^FG|fR*4G1(Xd0*bGf6Ym{+gP@Bnz@_Y7dh%)A!#~S2AfR nfE+Zt&8bD2k%8elGXsM#!c>L^#yfweeq>T*)A+~8z`y_i<~}Hp diff --git a/Algorithms/Expectimax/Expectimax.py b/Algorithms/Expectimax/Expectimax.py index dc3fc79..2792821 100644 --- a/Algorithms/Expectimax/Expectimax.py +++ b/Algorithms/Expectimax/Expectimax.py @@ -15,8 +15,8 @@ def check_final_states(state, depth, max_or_min, nodes, weights, transposition_t if depth == 0: if transposition_table: - watched_boards.append(state.board) - return [state.board, heuristic(state, weights), state.score(), nodes, watched_boards] + watched_boards.append(state.board()) + return [state.board(), heuristic(state, weights), state.score(), nodes, watched_boards] return "NOT FINAL" @@ -64,13 +64,13 @@ def heuristic(state, weights=None): The function return a number (according to the given weights, if given) that represents the value of the state.""" w = np.ones([4], dtype=int) if weights is None else weights - board = state.board + board = state.board() final_result = 0 best_merge = 0 value_dict = {} for i in range(BOARD_SIZE): - col = state.board[:, i] - row = state.board[i] + col = state.board()[:, i] + row = state.board()[i] increase_col = 0 increase_row = 0 diff --git a/Algorithms/Genetic/GeneticAlgorithm.py b/Algorithms/Genetic/GeneticAlgorithm.py new file mode 100644 index 0000000..6f26ec3 --- /dev/null +++ b/Algorithms/Genetic/GeneticAlgorithm.py @@ -0,0 +1,330 @@ +from random import randint, uniform +from time import sleep + +import pandas as pd +from openpyxl import load_workbook + +from Algorithms.Expectimax.Expectimax import next_move +from Game_and_Graphics import deepcopy, np, py +from Models.State import State + +excel_directory = r'2048_Statistics.xlsx' + + +class Weights: + def __init__(self, weights=None): + """The function creates the Weights object. If the weights are given, the weights attribute is set to it, and if + not, it is set to a numpy array of random weights that sum up to 1. The grade attribute is set to 0.""" + if weights is not None: + self.weights = weights + else: + self.weights = np.random.dirichlet(np.ones(4)) + self.grade = 0 + + def set_weights(self, weights): + """The function sets the given weights to the weights attribute.""" + self.weights = weights + + def set_grade(self, grade): + """The function sets the given grade to the grade attribute.""" + self.grade = grade + + def grade_weight(self, depth, alpha_beta, transposition_table): + """The function plays the game using the Expectimax Algorithm with the given parameters and the weights. In the + end, it sets the final grade to the grade attribute.""" + game = State() + prepare_board(game, weights=self.weights) + + end = False + stop = False + nodes = 0 + + watched_boards = [] if transposition_table else None + + while not end: + for event in py.event.get(): + if event.type == py.QUIT or (event.type == py.KEYDOWN and event.key == py.K_q): + end = True + stop = True + + if end: + break + + next_move_and_nodes = next_move( + game, depth, alpha_beta, transposition_table, self.weights, watched_boards) + + if next_move_and_nodes == "LOSE": + write_statistics_to_excel_file( + game, nodes, depth, alpha_beta, transposition_table, self.weights) + break + else: + watched_boards = next_move_and_nodes[2] if transposition_table else None + nodes += next_move_and_nodes[1] + + game.set_board(next_move_and_nodes[0].board()) + + if next_move_and_nodes[0].score() != 0 and next_move_and_nodes[0].score() is not None: + game.set_score(next_move_and_nodes[0].score()) + + if game.sum_empty_tiles() != 16: + sleep(0.05) + game.draw_board(weights=self.weights) + + game.new_tile() + sleep(0.05) + game.draw_board(weights=self.weights) + + self.set_grade(game.score()) + + return stop + + def crossbreed(self, other): + """The function crossbreeds the object with another Weights object. + :return Two Weights objects, according to the two object'score division with each other.""" + index = randint(1, 3) + return Weights(np.concatenate((self.weights[0:index], other.weights[index:]))), \ + Weights(np.concatenate( + (self.weights[index:], other.weights[0:index]))) + + def mutation(self): + """The function mutates the object - it picks two random weights from the set, and randomly chooses a number + (that won't lead to one of the weights being over 1 or below 0), and adds it to one of them and subtracts it + from the other.""" + index_1 = randint(0, 3) + index_2 = randint(0, 3) + while index_2 == index_1: + index_2 = randint(0, 3) + + min_val = np.min([self.weights[index_1], self.weights[index_2]]) + change = uniform(0, min_val) + while self.weights[index_1] + change > 1 or self.weights[index_2] - change < 0: + change = uniform(0, min_val) + + self.weights[index_1] += change + self.weights[index_2] -= change + + def normalize(self): + """The function normalizes the set of weights by dividing each weight by the sum of the weights in the set.""" + sum_weights = np.sum(self.weights) + self.set_weights(np.true_divide(self.weights, sum_weights)) + + def __str__(self): + """The function prints the set of weights and its grade.""" + return str(self.weights) + "\nGrade: " + str(self.grade) + + +class Generation: + def __init__(self, size_or_generation): + """The function creates a Generation object. If the generation is given, the generation attribute is set to it. + If the size of the generation is given, the generation attribute is set to a numpy array of Weight objects, in + the given size.""" + if type(size_or_generation) == int: + self.generation = np.zeros([size_or_generation], dtype=Weights) + for i in range(size_or_generation): + self.generation[i] = Weights() + else: + self.generation = deepcopy(size_or_generation) + + def grade_weights(self, depth, alpha_beta, transposition_table): + """The function plays the game with the given parameters on each of the weights in the generation. + :return A list of the scores that each weight got, and a variable that checks whether to stop the + program.""" + stop = False + scores = np.zeros([len(self.generation)], dtype=int) + for j in range(len(self.generation)): + stop = self.generation[j].grade_weight( + depth, alpha_beta, transposition_table) + if stop: + break + else: + scores[j] = self.generation[j].grade + + return scores, stop + + def crossbreed_generation(self, best_score_deletion_quantity, test_generation_without_best): + """The function crossbreeds the entire generation, except the best weights, a number that is given. It randomly + chooses two sets of weights and crossbreeds them (if they weren't crossbred before).""" + crossed = [] + + for i in range(best_score_deletion_quantity, len(self.generation) - 1 - + (1 if len(self.generation) % 2 == 1 else 0)): + if len(crossed) != len(test_generation_without_best.generation): + change_index, other_index, crossed = find_indexes( + len(test_generation_without_best.generation), + crossed, best_score_deletion_quantity) + + self.generation[change_index], self.generation[other_index] = \ + test_generation_without_best.generation[ + change_index - best_score_deletion_quantity].crossbreed( + test_generation_without_best.generation[ + other_index - best_score_deletion_quantity]) + + def mutate_generation(self, mutation_quantity, best_score_deletion_quantity): + """The function mutates the sets of weights in the generation, according to the amount of mutation that is + given. It randomly chooses a set of weights (that is not the best) and mutates it (if it hadn't been mutated + before).""" + if mutation_quantity > 0: + mutated = [] + for i in range(mutation_quantity): + index = randint(best_score_deletion_quantity, + len(self.generation) - 1) + while index in mutated: + index = randint(best_score_deletion_quantity, + len(self.generation) - 1) + mutated.append(index) + + self.generation[index].mutation() + + def __str__(self): + """The function prints all sets of weights in the generation, and their grades.""" + ans = "" + for i in range(len(self.generation)): + ans += str(i) + ") " + str(self.generation[i]) + "\n\n" + return ans + + +def find_indexes(generation_size, crossed, best_score_deletion_quantity): + """The function finds two random, separate, and not appearing on the already crossbred list of indexes, indexes to + perform crossbreed on. + :return The two indexes and the updated list of crossbred indexes.""" + change_index = randint(0, generation_size - 1) + \ + best_score_deletion_quantity + while change_index in crossed: + change_index = randint(0, generation_size - 1) + \ + best_score_deletion_quantity + crossed.append(change_index) + + if len(crossed) != generation_size: + other_index = randint(0, generation_size - 1) + \ + best_score_deletion_quantity + while other_index in crossed: + other_index = randint(0, generation_size - 1) + \ + best_score_deletion_quantity + + crossed.append(other_index) + else: + other_index = change_index + + return change_index, other_index, crossed + + +def keep_best_weights(generation_size, test_generation, best_score_deletion_quantity, scores): + """The function creates a new Generation object that consists the best sets of weights from the test generation, + according to the number of sets to keep. + :return The new generation and the test generation without the best weights that got into the new generation.""" + new_generation = Generation(generation_size) + test_generation_without_best = Generation(test_generation.generation) + + if best_score_deletion_quantity > 0: + for i in range(best_score_deletion_quantity): + max_index = scores.argmax() + new_generation.generation[i].set_weights( + deepcopy(test_generation_without_best.generation[max_index]. + weights)) + + test_generation_without_best.generation = np.delete( + test_generation_without_best.generation, max_index) + scores = np.delete(scores, max_index) + + return new_generation, test_generation_without_best + + +def make_best_first_generation(generation_size): + """The function makes the first generation of the Genetic Algorithm, by getting the best sets of weights from the + Statistics file of the last runs of the program, according to the given generation size. + :return The initial test generation.""" + test_generation = Generation(generation_size) + + df = pd.read_excel(excel_directory) + all_weights_df = df.loc[:, ["Score", "Weight_1", + "Weight_2", "Weight_3", "Weight_4"]] + weights_df = all_weights_df[all_weights_df["Weight_1"] != False].sort_values( + "Score", ascending=False) + + weights_df = weights_df.drop_duplicates(subset="Weight_1", keep="first") + weights_df = weights_df.reset_index(drop=True) + + for i in range(generation_size): + w = np.zeros([4]) + for j in range(4): + w.put(j, weights_df.loc[i][j + 1]) + + test_generation.generation[i].set_weights(w) + + return test_generation + + +def normalize_weights(generation): + """The function normalizes each set of weights in the generation.""" + [weight.normalize() for weight in generation.generation] + + +def find_best_weights(depth, alpha_beta, transposition_table, iterations, generation_size): + """This is the main function of the Genetic Algorithm. It finds the best set of weights according to the given + parameters, using crossbreeding and mutation alongside keeping the best weights of each generation. + :return The best weights found.""" + best_score_deletion_quantity = round(generation_size / 4) + mutation_quantity = round(generation_size / 5) + + test_generation = make_best_first_generation(generation_size) + best_weights = Weights() + stop = False + for iteration in range(iterations): + + scores, stop = test_generation.grade_weights( + depth, alpha_beta, transposition_table) + if stop: + break + + new_generation, test_generation_without_best = keep_best_weights(generation_size, + test_generation, + best_score_deletion_quantity, + scores) + + new_generation.crossbreed_generation( + best_score_deletion_quantity, test_generation_without_best) + + new_generation.mutate_generation( + mutation_quantity, best_score_deletion_quantity) + + normalize_weights(new_generation) + + test_generation = Generation(new_generation.generation) + + if not stop: + scores, stop = test_generation.grade_weights( + depth, alpha_beta, transposition_table) + if not stop: + best_weights = test_generation.generation[np.argmax(scores)] + + return best_weights + + +def prepare_board(game, weights=None, best=None): + """The function randomly makes 2 tiles appear on the board and displays it.""" + game.new_tile() + game.new_tile() + game.draw_board(weights, best) + + +def write_statistics_to_excel_file(state, nodes, depth, alpha, table, weights): + """The function writes the statistics of the game to the Statistics file - depth, Alpha-Beta Pruning, weights, and + so on.""" + tile_dict = state.make_tile_dict() + keys = list(tile_dict.keys()) + + wb = load_workbook(excel_directory) + sheet = wb.active + + row = len(sheet["A"]) + 1 + sheet["A" + str(row)] = sheet["A" + str(row - 1)].value + 1 + + for i in range(10): + sheet[chr(ord("B") + i) + str(row)] = tile_dict[keys[i]] if i < 5 else \ + [state.score(), nodes, depth, alpha, table][i - 5] + + for i in range(4): + sheet[chr(ord("L") + i) + str(row) + ] = weights[i] if weights is not None else False + + wb.save(excel_directory) diff --git a/Game_and_Graphics.py b/Game_and_Graphics.py index 458e4e1..4e25f4b 100644 --- a/Game_and_Graphics.py +++ b/Game_and_Graphics.py @@ -56,14 +56,15 @@ def merge(state): from Models.Tile import Tile changed = False - new_state = State(board=deepcopy(state.board), score=state.score()) + new_state = State(board=deepcopy(state.board()), score=state.score()) for i in range(BOARD_SIZE): for j in range(BOARD_SIZE - 1): - if new_state.board[i][j] != 0 and new_state.board[i][j] == new_state.board[i][j + 1]: - new_state.board[i][j] = Tile(value=(state.board[i][j].value * 2)) - new_state.board[i][j + 1] = Tile() - new_state.add_score(new_state.board[i][j].value) + if new_state.board()[i][j] != 0 and new_state.board()[i][j] == new_state.board()[i][ + j + 1]: + new_state.set_cell(i, j, Tile(value=(state.board()[i][j].value * 2))) + new_state.set_cell(i, j + 1, Tile()) + new_state.add_score(new_state.board()[i][j].value) changed = True @@ -79,16 +80,17 @@ def swipe_left(state): for row in range(BOARD_SIZE): for col in range(1, BOARD_SIZE): - tile = deepcopy(new_state.board[row][col]) + tile = deepcopy(new_state.board()[row][col]) if tile != 0: - while new_state.board[row][col - 1] == 0: - new_state.board[row][col - 1] = Tile(value=tile.value) - new_state.board[row][col] = Tile() + while new_state.board()[row][col - 1] == 0: + new_state.set_cell(row, col - 1, Tile(value=tile.value)) + new_state.set_cell(row, col, Tile()) + tile = deepcopy(new_state.board()[row][col - 1]) - tile = deepcopy(new_state.board[row][col - 1]) if col == 1: break + col -= 1 return merge(new_state)[0] if not new_state_and_changed[1] else new_state @@ -97,23 +99,20 @@ def swipe_left(state): def swipe(state, direction): """The function swipes the state to the given direction.""" if direction == "UP": - state.board = np.transpose(state.board) + state.set_board(np.transpose(state.board())) state = swipe_left(state) - state.set_board(np.transpose(state.board)) + state.set_board(np.transpose(state.board())) elif direction == "DOWN": - state.board = [np.transpose(state.board)[i][::-1] for i in - range(BOARD_SIZE)] + state.set_board([np.transpose(state.board())[i][::-1] for i in range(BOARD_SIZE)]) state = swipe_left(state) - state.board = np.array( - [state.board[i][::-1] for i in range(BOARD_SIZE)]) - state.set_board(np.transpose(state.board)) + state.set_board(np.array([state.board()[i][::-1] for i in range(BOARD_SIZE)])) + state.set_board(np.transpose(state.board())) elif direction == "RIGHT": - state.board = [state.board[i][::-1] for i in range(BOARD_SIZE)] + state.set_board([state.board()[i][::-1] for i in range(BOARD_SIZE)]) state = swipe_left(state) - state.set_board( - np.array([state.board[i][::-1] for i in range(BOARD_SIZE)])) + state.set_board(np.array([state.board()[i][::-1] for i in range(BOARD_SIZE)])) return state diff --git a/Main.py b/Main.py index c8f5e40..452229b 100644 --- a/Main.py +++ b/Main.py @@ -39,18 +39,19 @@ def play_game(alg, depth, alpha_beta, transposition_table, weights=None): nodes += next_move_and_nodes[1] - game.set_board(next_move_and_nodes[0].board) + game.set_board(next_move_and_nodes[0].board()) if next_move_and_nodes[0].score() != 0 and next_move_and_nodes[0].score is not None: game.set_score(next_move_and_nodes[0].score()) if game.sum_empty_tiles() != 16: + REFRESH_RATE = 0 # .05 lose = False - sleep(0.05) + sleep(REFRESH_RATE) game.draw_board(weights=weights, best=best) game.new_tile() - sleep(0.05) + sleep(REFRESH_RATE) game.draw_board(weights=weights, best=best) else: diff --git a/Models/State.py b/Models/State.py index ce7fb49..62b718f 100644 --- a/Models/State.py +++ b/Models/State.py @@ -6,6 +6,7 @@ import numpy as np from Game_and_Graphics import BOARD_SIZE, screen, BACKGROUND_COLOR, \ draw_best_weights, py, swipe_left from Models.Tile import Tile +from Models.board import Board from Utils.Constants import WINDOW_WIDTH, Color, Font @@ -14,27 +15,18 @@ class State: """The function creates a State object. Each attribute can be given, or made by the function.""" - if type(board) == np.ndarray: - self.board = deepcopy(board) - else: - self.board = np.zeros([BOARD_SIZE, BOARD_SIZE], dtype=Tile) - for row in range(BOARD_SIZE): - for col in range(BOARD_SIZE): - if board is not None: - if type(board[0][0]) == Tile: - self.board[row][col] = deepcopy(board[row][col]) - else: - self.board[row][col] = ( - Tile(value=board[row][col]) if type( - board) == list else Tile() - ) - else: - self.board[row][col] = Tile() + self.__board = Board(board) self.__score = 0 if score is None else score if weights is not None: self.weights = weights + def board(self): + return self.__board.board() + + def set_cell(self, row, col, value): + self.__board.update_cell(row, col, value) + def make_random_tile_boards(self): """The function makes a list of all the possible boards that can be from a 2 or 4 tile appearing in an empty space in the board. :return The list.""" @@ -42,14 +34,14 @@ class State: for i in range(BOARD_SIZE): for j in range(BOARD_SIZE): - if self.board[i][j] == 0: - b = deepcopy(self.board) - b[i][j] = Tile(value=2) - tile_boards.append(b) + if self.__board.board()[i][j] == 0: + b = deepcopy(self.__board) + b.update_cell(i, j, Tile(value=2)) + tile_boards.append(b.board()) - b = deepcopy(self.board) - b[i][j] = Tile(value=4) - tile_boards.append(b) + b = deepcopy(self.__board) + b.update_cell(i, j, Tile(value=4)) + tile_boards.append(b.board()) return tile_boards @@ -59,7 +51,7 @@ class State: num = 0 for i in range(BOARD_SIZE): for j in range(BOARD_SIZE): - if self.board[i][j].value == 0: + if self.__board.board()[i][j].value == 0: num += 1 return num @@ -69,8 +61,8 @@ class State: best = 0 for i in range(BOARD_SIZE): for j in range(BOARD_SIZE): - if self.board[i][j].value > best: - best = deepcopy(self.board[i][j].value) + if self.__board.board()[i][j].value > best: + best = deepcopy(self.__board.board()[i][j].value) return best @@ -79,10 +71,10 @@ class State: tiles = {} for i in range(BOARD_SIZE): for j in range(BOARD_SIZE): - if not self.board[i][j].value in tiles: - tiles[self.board[i][j].value] = 1 + if not self.__board.board()[i][j].value in tiles: + tiles[self.__board.board()[i][j].value] = 1 else: - tiles[self.board[i][j].value] += 1 + tiles[self.__board.board()[i][j].value] += 1 return len(tiles) @@ -127,10 +119,10 @@ class State: def left_board(self): """The function creates a board that was swiped to the left. :return The board and its score, and if the board is a losing one, then None.""" - left = State(board=deepcopy(self.board), score=deepcopy(self.__score)) + left = State(board=deepcopy(self.__board), score=deepcopy(self.__score)) if not left.is_lose(): left = swipe_left(left) - return left.board, left.score() + return left.board(), left.score() else: return None @@ -138,13 +130,13 @@ class State: """The function creates a board that was swiped to the right. :return The board and its score, and if the board is a losing one, then None.""" right = State( - board=[deepcopy(self.board)[i][::-1] for i in range(BOARD_SIZE)], + board=[deepcopy(self.__board.board())[i][::-1] for i in range(BOARD_SIZE)], score=deepcopy(self.__score), ) if not right.is_lose(): right = swipe_left(right) return ( - np.array([right.board[i][::-1] for i in range(BOARD_SIZE)]), + np.array([right.board()[i][::-1] for i in range(BOARD_SIZE)]), right.score(), ) else: @@ -153,11 +145,11 @@ class State: def up_board(self): """The function creates a board that was swiped up. :return The board and its score, and if the board is a losing one, then None.""" - up = State(board=np.transpose(deepcopy(self.board)), + up = State(board=np.transpose(deepcopy(self.__board.board())), score=deepcopy(self.__score)) if not up.is_lose(): up = swipe_left(up) - return deepcopy(np.transpose(up.board)), up.score() + return deepcopy(np.transpose(up.board())), up.score() else: return None @@ -165,15 +157,14 @@ class State: """The function creates a board that was swiped down. :return The board and its score, and if the board is a losing one, then None.""" down = State( - board=[np.transpose(deepcopy(self.board))[i][::-1] for i in + board=[np.transpose(deepcopy(self.__board.board()))[i][::-1] for i in range(BOARD_SIZE)], score=deepcopy(self.__score), ) if not down.is_lose(): down = swipe_left(down) - down.board = np.array( - [down.board[i][::-1] for i in range(BOARD_SIZE)]) - return np.transpose(down.board), down.score() + return np.transpose(np.array([down.board()[i][::-1] for i in range(BOARD_SIZE)])), \ + down.score() else: return None @@ -182,9 +173,9 @@ class State: if type(other) == list: for i in range(BOARD_SIZE): for j in range(BOARD_SIZE): - self.board[i][j] = Tile(value=deepcopy(other[i][j])) + self.set_cell(i, j, Tile(value=deepcopy(other[i][j]))) else: - self.board = deepcopy(other) + self.__board = Board(deepcopy(other)) def draw_board(self, weights=None, best=None): """The function draws the board on the screen.""" @@ -199,7 +190,7 @@ class State: for i in range(BOARD_SIZE): for j in range(BOARD_SIZE): - self.board[i][j].draw(j, i) + self.__board.board()[i][j].draw(j, i) py.display.flip() @@ -207,19 +198,16 @@ class State: """The function checks if the board can be merged to some direction. :return True if it can, else False.""" boards = [ - self.board, - np.transpose(self.board), - [np.transpose(self.board)[i][::-1] for i in range(BOARD_SIZE)], - [self.board[i][::-1] for i in range(BOARD_SIZE)], + self.__board.board(), + np.transpose(self.__board.board()), + [np.transpose(self.__board.board())[i][::-1] for i in range(BOARD_SIZE)], + [self.__board.board()[i][::-1] for i in range(BOARD_SIZE)], ] for direction_board in boards: for i in range(BOARD_SIZE): for j in range(BOARD_SIZE - 1): - if ( - direction_board[i][j] != 0 - and direction_board[i][j] == direction_board[i][ - j + 1] - ): + if direction_board[i][j] != 0 \ + and direction_board[i][j] == direction_board[i][j + 1]: return True return False @@ -227,7 +215,7 @@ class State: def is_full(self): """The function checks if the board is full. :return True if it is, else False.""" - for row in self.board: + for row in self.__board.board(): for tile in row: if tile == 0: return False @@ -244,19 +232,18 @@ class State: row = randint(0, BOARD_SIZE - 1) col = randint(0, BOARD_SIZE - 1) - while not self.board[row][col] == 0: + while not self.__board.board()[row][col] == 0: row = randint(0, BOARD_SIZE - 1) col = randint(0, BOARD_SIZE - 1) num = uniform(0, 1) - - self.board[row][col] = Tile(value=(2 if num < 0.9 else 4)) + self.set_cell(row, col, Tile(value=(2 if num < 0.9 else 4))) def make_tile_dict(self): """The function makes a dictionary in which the keys are the tile values, and the values are the amount of tiles of this key. :return The dictionary.""" tile_dict = {128: 0, 256: 0, 512: 0, 1024: 0, 2048: 0} - for row in self.board: + for row in self.__board.board(): for tile in row: if tile.value >= 128: tile_dict[tile.value] += 1 @@ -268,11 +255,9 @@ class State: :return True if it tha same, else False.""" for i in range(BOARD_SIZE): for j in range(BOARD_SIZE): - if type(other) != type(self) and self.board[i][j] != other[i][ - j]: + if type(other) != type(self) and self.__board.board()[i][j] != other[i][j]: return False - if type(other) == type(self) and self.board[i][j] != \ - other.board[i][j]: + if type(other) == type(self) and self.__board.board()[i][j] != other.board()[i][j]: return False return True @@ -282,7 +267,7 @@ class State: for row in range(BOARD_SIZE): print("\t", end="") for col in range(BOARD_SIZE): - tile = self.board[row][col] + tile = self.__board.board()[row][col] print(tile, end="") print("|\n\t-----------------") print("SCORE: " + str(self.__score)) diff --git a/Pictures/Screenshot.jpeg b/Pictures/Screenshot.jpeg index a3bbded8c855787e0e916c731a75166d7cb32d94..89361c36268263346a4632226ab0827ef97e2a5f 100644 GIT binary patch literal 30488 zcmex=$<%PwSRFvdYWaQ-KK!z}~va+(XvGZ|o z@X3h?ipY@+{vTiv|EDQ{cwTw*63@n1ILW+itY{G$w>`H|qMvW5}awt1(JSZA; z@q>zSQc)8pmzcPOq?D?fx`w8fiK&^ng{76Vi>sTvho@I?NN8AiL}XNQN@`kqMrKxV zNoiSmMP*fUOKV$uM`zch$y26In?7UatVN5LEM2yI#mZHiHgDOwZTpU$yAB;ba`f2o z6DLnyx_ss8wd*%--g@}x@sp>|p1*kc>f@)+U%r0({^RE_kiQrin8CgR5fG1|`Ad+2 ziIItgg_(sNL#Nz~4os{_Ry;>bO1x z-CnojgUE)r(JzBC^6x7IG%GF}B}LyxDj{c_Ukc>5KJ~?X&!E z^}Rnd>+AideX`wUSJp}#uV3ZW{#_ggEOW$UlhL%ZXiocxj(fjPJS^%lx$-c`jo5 zba{>#3q!o@)lL3M+VAIDeY+fZ`R!J2?v8i4dW#|#%rc%jQG#g=e}N-ggZiR<`hS<$ zXX}PtkK6rW`=Ot?585u?lJ3o192pfZW6)w2qVXhO;rTW;&X3XcBL6N~9o_!z>9n;U z&0bw>`&gKfZ+E^we)5y!P#0Z4c>mVv|(lO8)T`>-VaD43Sg& zp<4WyS1fYvrQZ(IzTKVrQAH;)?U=h;*kk1#3;3>e{n_@xyxY$5$NeMM?n!^x-*1y% zzv@nVM#6uFmcESbEJ1HS+pJp5wd7NE_|p1ATmEjUf1&!={*TV%{|rxNG5r45_2c)q z>JR2`4VTm;T-YivfA7aUf8Imszq9WCn5nl&;h=)=Ma~=B&jtVRin^)yNJu>lb^jx!RN(Yn5jy>rxc$L!fI-=I_iug&%eI z_t-xSui*Oi?3_oF+S1~*BQd@v4WdnEaUl$+=kA$wyW$`V^P64TpXVQu-yDBzJ@=2W zc-g&YcgNm7{%v-5wXT!f{!VwDBdv^GpZuX|Hkv9`O$y+7fbDVDjr$C+$yUn z6dnC~MP$m3)=t*gj-NCA?DCeF+w@G}U;JXp#7idWWudMtn+*>zU%7r@zSRD#`5oc% z0;b9zUdR7C^Wo^4`Dt4d6Il*DSXZo>shngkGr`C%z~Wp6^ZQfUr|MJQi&wNCw`bY1 zU+~BBfPWXRs?U3`JwOgjyDVYa=kJqo%fG) z3-Ec^ktTa+)$Zhd7pyO^FAI#HUB~ew_2cqyE#CV@&aUn5PMLE|-?aO>$1KN_9uq}3 zu(`W(S@E^4si;3@FIJznzH>rGobrxc^Zle%c3h5oayGX#=SaViP~Gc-8;Q+R5A!W* zuy@y3k+Uvw@1~|tH@_dW$=1pJ`!sPvy>f5>qpJu-nEiS9+t&|c<2`@8u76}bJF|YX z=?UE@TX)>@66+J`e0<*b!0|a%2BvTSGw}Xr$mwT{$=DWFr+aCut=KP(Aj_2PE&e$k z45?*vAIPNVUGAG{djF5xkH;U}u18$4;eMQbV_j-fBJ16`_a^IHc=uTHl&JEA;?O_d zzqM<`ubn>0-@dM-Gk&t#{A#5-ucH&{xE*BvGxRC_o%^35V{fp#xttaE%E-lsb7l7) zx_RE9XnA7f<2yf;8`wXZudS+G*SqYG^bgS$H(nUWo=<;xR`1)po9ks$CQMM7&(g~9 z=SbsmAFdzEzpef|FX4ylvKtlMF4x|f%1V8D|0d0PYoLwMl=S$S1u_D?=fox6&$GS! zE&aNU<45yv?jO_Jzgl;$-^yKG{Z{T;CTICXsVfqVww`Rh`yIA0e!BnW{DT*Dsx>8- zOy(Bsy*l}{>bJ#vJB^i?o<@BAc{^+Ji(~r(*5*FgvbF2lHI4;MBAg9!=#H@zBakta|EC6KfxEldtmYnjkjSn$?P5fxa*Gonl`z9wR83Am)CL= zS?_Lpz;xd3$nD)MBAylh8A`&VKYo6^zO9ZwHq&g^xw$K{%%x^|E4ilymw2?gJ-c(b zO~>IsL+R@N9|zYT{kZy@)%8E#3p2~FP27|AiX*S=XKQXAomua0@Z0!!9sin|etacEsnWiG3;6r(A1wUOz*o{y z;%oiLZg!^Vwnf*wQ&-HmqJK;DVwcCgHA~H&ujDbl5bpk;f#u~#(`zd~?2h>G^vYVL z7rPp=Yv%71ITfAo?cOH&AA+muKLqAWW^UWZbZHO2=#iqV?cY~c>o`0)nlH71=kT`Y ziT$x_UwZy$V7Yr?UCtloNBIJ0B|S=Yoir3xk}DedBC6AZ>{ewkKRwSF7y0u3mTkTD zD`FipGxHyvSURur38#$5c8ATzav}^yo-gAUFMo9Y&;k1=OMe*uXJDUp|4(dP+Rcjk ze?sSbJs{F%U3U0EXWRB~wN|<|-f7Dm3oWO)-ITNYA$^6(YEof*Vukl%@p-&| zrwbpB>SKL7y={5)RCYzxjJbD<@3VHC-&!MIa?j}RoPFjow{FHoo?iJfr{RPmzvvYq ztsN4HQ|~Nc?hz<%K9>C@|Css3ta{GUxn2w|;Z;1JmsP#3kZgaE!Th=ZTgb=s_CJCj zkGpO`|0=%?~nF($P1aS7ry=Da{Rw5 zUB_oZSXdtS};{|uQ^N=*0vXJD23 zn74LGh4SHhq8q25+I)TaJnv`0ZKc~kbshirGLu=pMDFWzdG7t$w(1YxH=69{%(%~O zoS!Uqeah<{nNMu?^#1F=I%D$N120$^D!;$k{hvWS^5Oa4oOk{+yjYq2<=lR?ec~0* z{|WSW-74?<&#>v={cqYc(|^m~vRV84>UHUF+YI-wyL@SXfSuTn)&GS1+jpsV*B$&j z|L@AI?eb}#_uSXEd|Y<*?&Wo?3?*BC=JWTgDS3Y@@AdJhKgO}QZvB|_IG|!N!)}qO z_e^6xUeS=7`fFnR3^|Suy=@zRhdMv_Tg$lFPHi6diWv_)l&7BT`E7Q0e=kE-@BO#i zAGck-xBkedlEt z%TM)sW`4rspQ}vrdbPFxF8yba`_J&O_{NK}`yaaM6YEpGO=j=kVt4u3&qg-Gr_1i- ze1GjAAM@`}{iobp>VIov|1-S!zV`gB%@1$ac>S=iUJ`xp_RV`Ye0EJ;v)zcLy(a5H zd-9>CzQ^hf1^!HX+`n=C*!kRfd5z+KhL-yLiK17Zf17{Xc(?xk{HdG!_x8Mhdudz! zgT?c-u9~c8t;jztW_*%&-PS^z>8*S=M;hF>8NXV(l(#=bgz?$_&H8UOm)2;1sJX}a zF|ED2IybXaXWI6t=%boH`yx5?MBCm>cy(Oi%e#U-+3Vu|U6q$F*)6N49m{k`yL4Oo z+wB^v0@~BdkJVN3J?^+{%bsvH?&5EeKe8X#mVPKZe@sr{!@HU5v!b?Ke)38{=Os(w zsf#Qj2_f+dH-z@A~!K zxAR@J#C-+n$c?uPS^k;cyg+fY>G*$!ZS&v!eZ(*LW0HTzJob&bUez5FO?~b3zaE|F zv}WV_k58SN7SCyLu(bHJo~Q28e+Fqgxt9SI#X+05?iTA%>?}QN7ig2k#x!Y7&yD{K z+3NT9yJjrlKRaLe)qdIi8E>PGUGo)s_vswF8pqn4vwM4Z?uchf_dMQhXmQSJ&fmko zt^SyFKlDE=ZOJ@e^m#YlmVVN6a{h7CU*)b0b(uA$Ka@X)Kj!b+ zzqNFQskgWGOy+y9t9I>+t)9aF+3UuGWt_$P76M)IMq`C%#1{S%kJ{Lrx| z__TS^nd;3#5%ZqRy0xgmUU#2l{mDxe_5Y4@)PGqM{>oP*fc-iD+vlmp*}q+16`z;Z zDW7Jx*}>!C1Q%tM`U4Z&AI7Ivct>CU=-*eG-}cX9)5p5@{N%#=v`spN_mpj1Jf#&+gau#hvy{2MqyBK#pWy!t z3)q|OKkz;O&oD{*{VxsXNAa!oTelyn7p?L7aKCM3n2wvSZJ#Q~7Z8Kf?{v=t$ibeXJ zbz&dgZ~kX^sP^Gn@7lk!%P0O_m@ImH>Tc<6?}N8nhg-aEd>OI-!^(eR^%qS(r2pes zyZ=Ymn->fC&+y+o?s;iz{H=J0OQpU>r+)iQ57^vhB> z8`BjP(|(z`wEJ!P&k(6?%zCb%V6mk-JA)L%2mTxRkGA*kQ+Z{l-FI{|q7BbKc4pU)oWB>p#PT<=tP_cbxwi|M2V5r&o&4OfT0=TDneW-DLTF zp)yldom0|zcUwrT&;L84hWXKc{+Np0$NpJ&amNc*?E9OyY*XvuZjUQFLsW!}XG%Bt zF|D^eXS=Gw-l8V@w_{D#kIsiHZJ53V8sA-h^IhA_WheCBP5BVmpw76vCG@=VLZy8Z z|8~`JW!3Y3@qRB{v5YZ){i}~_JhLZ6UAiNCJEG5g<3Z&Op|VBn7qgPqTlp&`#jP{5F$%_LC3SbHA9Sd?zNBbGHA6t~)1~jyBvDNtd)Z zzjFPy6$|+1{%1&(=c}l!<9KmTC6?VgHuu@?-mQX}5<62q&&V};TqwbiY`c2d-!*oE zXFsMtd{ee7WTN}}%%ItGZB7(ydXo51{YN>2L2YPp8k;noj@meJaqoH7#i^+(GJHKDUu8YDm;La5%>GvMqmXTW*p?lAHxC_ETWY$o z?c6yA&)X9A6+M$gJyqsRK56>P+m#`$!rOV{hvThZ_Vc~$I-R=gmU}is{+>_~4fQK? zQsxIol>|Dlicp5-gdgm-7yi-jJ?-~D;n<|>DbIB0mGsZin)AHk-}jf%^&h$_=Kt$r z+xVZM*7HBZ@httO{|ukBWBxN-fBm1~1!wHhqS(1+?vno*IF@(*XLzw7TmJi%`G3m# zf4JKC|7UPzj`+{8Z^?g#$6Ie+biENNlm16(p89`=MU89f?+4X?yk-ATVl z8F&I!zdMEnQ?Fli-#WkGskVijb^EWs{xkey3NMTmPq{gA6E2aNYD0}|?xT8v zmy_cDGaSlX6P+{T=;reiKeqBxIr*CX z2Q&YVi#EPk*S#sHKlX?Ie+H$k=l|C2|JN|}PB{OE_f3CCV|N5K%mr>hlKF7sd z7hOdg9r1XD{ai?(Yw3il_Xq2Limt1F{q;Y?7nXI8cGROgjzJ{Q6(<%wSR?zNVPe|z zfBU2VGdOs?M=P}F`nP1f%~;fRV8Nm;4F(*TxgT$gtlPxYrLh1fMva5mw*~R+^-m%} zL3s@nl$%$6=#^b75*Q(Z&mT2UT}8qp+1LFM|IaWn>iNI@@gU#4({4v~Spd9;81gkY z*zZzq-Q|^W2Q$SAq}-4BFZgPAXkGZZd&ax=eXKt+)8y-P?r-}y-e$Ac$&$`{Q~hA$ z0{0EKYn(ph9yuiO^#-$W&q?V;{~7N4EU4Rh+2y59wo2Z*9-}qO75W3RkN=7MFz>YQ zhpXonE`Mbnbm!Kg)QM@_n_L5@9bi^?tiJNg(!cXdPcPrK=fj^%#s@Y^cQD$&I*}m3 zpS(k+T0V;5o0P_)##UG(2rWQ%-+Hi*??1zd&Bgy2;@AFXSfH97{7}j|N@LLm4On{9 z>ixHQ@ypK~`d_2DJ-yy>+8$CCeBD%4=)LY$*)Frm#Vg~?ZX`GzzuKQ*d-A}a?C1W% zbNxf&e|VM3i3jW`X{lC_wZAFJW!JV&;F)ll-K0&sx9-~>-K{+%FEPnsk|guW<8khy zriJrCiGKdg{|whX>%SPs&h-u}V_4Ls$pdr6T>E*x&2*A^xSM2H@C5f2rjP&W{P0g* z_9N?gz~!&fEAw&_jZSQ4y{WX~bOPgq!pT>D1^qj}>*?jYaTRr$k`E$!k1)*tnqt7i zzVQy9ZU0(^YF?2*heNPLOmc!1b^Ff{dGX877V%$eTbC>?XPNg>P$Z`?>x7BmHr=9tA6ekF;-5t6Zq!8>1maB4(BN5+%4}J z8GGw~^xC6S&zKu*RPf|!yz+Rxa@VXK=RrB&|IL4f*Gu;Ql3aIg>1u1xBw-sY-;kU~ zA_Xdv4}Zu~4s7?>;=SRSqk;eI!dJzw&t_krQWNu|xj3<0zx|7)&B_T$&z{zOnq>Fr zmrSYsR3?*u`W4rX`(D!fqU|YG>-I`nq|whs<1l;qPL>CC_A&hpc5=J6o5v~c>|NZK zv8OxXFza=N&9z1g_>V3Ak^kX>-^T1ZwV;1#DqR=*@10j%@~^ty-s|g=P?r!_u2lvM z5)4%VOcz~6;HiwnvXp)Dk6)i2AFDIo_MvX3qS&-cdAlc8<;hq4XE@-_{CDw}75}Vm z-hTN@uQ4@KqK|{8Q>yO(%euPL2kixO)F)+2NAHeQd3aCO$t3N$&4fSK!h5#d7r)_} zQxmBAc=2Wqo8Je`l_if!JlLPQXE<+rw|HJ*+`)*mQLeg8T^cJTAoIH-jK|UQ3|g5M9tkhh zMk8!6MA+x4B7w0fa=THQCF|r-+uw*jZpFN{ALbtw|F!n+=lGYZ>(nd#(k9y*3;#V| z_3e~~;6wWl%RvoD`&;&Z|4#nT(0e`d!}bGK$6NO}+AUlWbHiI?+FA|)>uGml`AcPL zmhII7H#*p0d7kw8eVz8BhBnP)b`4*6YzG{ zN89L!_Fej4qjx{sf5|(>@6(*KYISMqzvq2@J0(E*Q2j%{iuwQQx77dst^S`udfn!S z`3P1D-LXsVmBmlrs!-742(k+a#+dM<{+zGuw6<^P_n&o1 zIpBcu!adT zO;RHT)>uKNQQ{!H8l{J^=2eZdd$y}c7%RRZEu4wtqdZsCtKyfJY^Uw4Oq7_?ETeZo zxbZxX+4LKe%)FMKT$KKVaG z`s@2&%(CjgfBetzW0(ErukU|Jo7(^W@t@&OtpB$*`JemQ!oSri|Ew3OIx70)Kf}#m z-~aN?n*aAt{Xf0_H-D@DwVn0<_s{-6gSb0HwfxN={ZIb{5;R=?mPGxtKN9unkL;&^ zbYBw~=l^&9`uYnuSN>T6{~6srFhk zPo1x)cXJ#$BJn7VVUGUU!+cfzhZe0%Z0j|*^mfhbUnz7btYuPm@lB2OCjX9KuYZwy zW&iu_;IKgEy>9=V&iJ3f-k$xR^RKn}Pyh6LFWPhYw|wk>hK1XM{xj^m4-O1;K1`3} z*Qooaf67gFtz7=iZufr%=e(u=8EW@~V-THxj`?3*9si%^S6lZ_|75Gz_1XVTZTY{p zyWanPgX15W^L7sVpFe-(f3jcAuGfE36)XB|{*7Pn|MKpd{`VUwHOZs$Zd>sG{Q1NF z6aT7f|Kd-4*`DMMO5Cl0{PFMKh!^w4_*6b|HPLi;j`+KU+@27 z_A37S?f(oPOVD^Z5A2^mfAF8-gx%`spY_U@Uf>PU7yoV^s6T)H;D3e*wPD*o{d2pI zS_$o8cHepB;kMLGSMzn1^*lXNQ&}DqH@Mr{YwiB_w)$V2uK#}qCi(viUF*XtP8m$@ znYZG_;>nM-9Yb35=G|KV+4fY|hx^;J?|(7Os{bMIpW#oaeBSl_FOshOXZWD_pW(-< z`RfDz<)69yn_K=rgWZ1y(SPYX1LLGojb8lr*7v_WQS<+?*#Bn`b-%u%-u#*TjfnpY zKfnJV!V0^+&Oi4X{5y2~Kg0R`N9$+43kh%gyBm~Wx`Y2S9BBW~@My*FGEjaJTmGM+ zk^eu#(ZH{-@He}4Z7|2gj|N@==I8^w81{~7rISg*|bWpdrDPI>ob<>)qN5yuTj zwC3Kics{|ZY;|i!xUb`zqDLD{KTP{}aqG9Mb?qxJ#+3h2w0i%S@7MGv{~18zb55oA zf60E;Klz{G$5Z>1-*cv0OKJE0XJ}Ce<+uAmf9C&Z=mU)@`+@S(zNJ6yLBrNJ?H(3y zT(sl;4`ki)A6j1T|6=_re)4~YkEd)WzY`zYMxA)EsOye<_5=T)EZ+Ya;@ST*I7YqD zp8rApPm}6@hV{+=85XQ95&g8|{`byb^8=gzvDh+oX{<|Lf?T~Kv$drkKL690_Mc(> zwEqkj!nS3j@;4u=-*M$@|Eq#W_1*mQUzAJVz~CZjrGT;ul(}U{dcdv|7R|ZMLW;CAUg$_t-Tjzkmz7|HFC@S+Npon zPk*&@@2Y=#{rnf}E{#Qdi=W_YVDZmdv8apTZ4Kvt28GW0*AMwM1OJn_XT*GuAapp5$=KuJX|NZ67JQBS#4-KfKK_4ATQ7v4dR%``{Z*|S z{||vLpa|`o0BMEoT=sJNte)1~L>=+>h7aAZT<%ddKP_73vs6O+G8jH5+{IRYr&6YjnnYUWu z1kZ8%Q@ad)MBSKaaj|=HY{y)W;PA;C`(5+v59zL`Kc5}{`{n*an@YJob=KXx73NlQ z%xj*dNUGmE8L|k?_ zm(|2J=1;3kLo=={`I+Uq{Mj0fQ%2$4I|5xrCxS+s*=HgWMewEi$2a%iw?7ej>i3%X zk56CK+6Df5?0xyqp)QSe#TU6WR$Jw^K3iJ0ZJL42XLHwh|DbCAs!X#tol~X+PnkPO zJ1}-qjm1Z1*F7hb*8V-LdH%(Yzu9xIeW`VK+bNJGc2?Nn)SRag)q)4trnj&5jSI|_ zxl;He>(i5^f#$E$FS=%D#z|i{^=P>kRdUIt%JPurFEItFa|ToHE?So#v_{i?R*`4r zZb_4{Wvd_lP516Uv;Xq5F8lW%PT4I<;X1u2a7yfwH6pJLt*KmaIWDSIBrqrg)Fl?Z zhdP+@U^Qyqf1O&N{q)y-<)ikWUO)dOdsHMaZs#XZxIl(jg0F7%wf5Zl+iz(#>ypR= znevi$%~yVN9p3h%^}+4V7Q@#Y*wiH_nY;dH*f-PRZwB*phf*@^{LjEte?lq#*AM$&T-P1rwR`_FRLo!bRl@#(^97AX zUC*qXK)t%XOvhX=+o;MO5p2_Dm@K!Z>iI|erImln=Lt8xl9lm~8Lbeg3KM{t6~$>S2M>je@!bk{s! z)YMt>t8f4Eud8o`|51*=#r($3|5j1i-}jeo>Oy-Tcj!<1s=lMNx_D}L#)0_c_wVoR z%367xQ?Ii4?w4!FZPhuG9-ox+*4q{HTw_t!hx0kGqL!@Eziif#?^b2qnX(JD%}+`k zYO~R|kzZQ)?I7gJdFu9=lf z*XiAD&+RgaedkW275`XccmBz$msk-i8tTB{wSe(aU0XbKA>f8eUEoE~lTFv7w|_QRDK&9DUuDdbHHp7{-x#DbxpVn1P}?1w z^vzb@&tFYdT~XPuA)HsFU!+?lC-lk_!7Ea;o_%`vM$6x3(t|$>=6sGbi=BC#)oDq> z{z~0>vt&y@yj%0=_V;k-)gRt%`88#eqm9QTt#_P&sFx6i%gK=2>!>*}A@*bCiT`fb^H!7~{PMSeZr|1A5;ndL!|q2}HH zl&j*a>krq>^~>VY7WzB?aI#UC#`;ON28+5hNUCG1$`6HI*7=g%J-d5##=5i_EAK0< z&S6L>e&<`+E4oi^|AzUt>k88(?AKi=iP;&v{XtpzJp1cxn?4=XiBF02h_KnJI7RNc zc^~e=L&ZT9epCV(9z;gVgIqc`p4_k?WDGEYdd#KQ+ra2w2ltNlE|cFY-n~uoOgeO`c}i(Q;lW>m zec7k?BrbPf@?+AsV=_NI9vrh3ZAh@^d9+vmK$ZF*WhvdG_m*q9>Kw4SX|Ln8;DPY# zlj{vXhAr8(zeC@Yg+*okC+6!J4Ez_kULM=_;lsE2@-P2JeBP9CF!^c#T(tD>Z6VtEcEi&{FdE(S#P+mR3kNxpimc%+dvpUthmFfrN`D3GJuNSy; z?Ba2gIM)q{O|K_J?wc9F{y1*CGmA)|D>H0#(k=^>vbUnOeb4_8{^uz4pW*sJP=j_C z*Uy;z-$(xXuQ>Rhfl02>RV3W-61duV@#{%``NNl!&gAJ!P2s+iBEx@Z&!g>I6{e+$s8HBukq*gIks+h!G$!yH{{qb@8#`W=feQawjFCW<#X}fgozQ?n6ua(pc zzFO)M$F*(t+oHQ7sU7YcgsdjH{|J#YnHnD!5VB2ovxb{|-7!ybG%;<`oT@BX1qsl!<3i*89pC-{qJY|$F)W5O-s*43z{t1C;jEKy7b%BjDyyt zhF{MXWk0%bc*fel*88vj(U#gR|HG@~Kf}+*rT-af*8jN1-?5dWRQk#+)`_9XT+R)A zMgGa}Bc5$}>1*|$Au?3;*0sy0H@QAss`{?lE+j3`RrJB!Mo`m&gm&D!J)#fZ8pmB^ zeRF-frpCmH*Nk?sl)SR#SSPmKM)gtjdHz`ALyNL24WAu4&baZ8+_7B-mzGP--y81E zmg+AU)Eto+RX=~C+i$OZTdvCcRcH3RdMfH96g`jQ>)C3tCF^q^a4xMRCiMnkD<4W4>9Oy4 z1+m)J-uP~MK77r8hC`<>?0N8Wuh08&IJi0Dqv*B8Ig^$Iy}6~rU~q`l z@}TX}#I6=Q`^+=v?yOrI`g?l&w?gmzU)Rr^=qeH}_y*k1qO^Q{DlcxQaOXzs>4$&$ z{IyafcJ7Sdv!s8=zIIvvr=kC(|Ck7`iMro8W&g}hr7g+dH=oF~pLhTKrIlItIsXLK zuey8R^xveYN99wVWg34rw7>Ix)qb>Tr^|xxR;=n+(Ipy^z+k}eW$Aj;AJGqFlMmff zm>+OOFGsb@JFJC6_H>?J`>sB_;JB$COkEoAr8tx{bU}?>bi8q&T>S~L{9ixw|FUMM zq3~?dfA{)F{9Dea{$s<>f9;;GBH^bS@O3<&Rr&v^Hvj$nC)dspMBjMdYw<@lYvHV{wsK2;lQJ400 zI}cdf7#sa_6=?eGI!Yhd9&Iea}AZB-t(WKaOG?HD-VzSXAqOOzwlCHQP%OB*7_OcAcm4ENHT@$08BVXC z|Ds$Z(6#FMNpO<{c`^uzEpHm=D#CaRt!91>+R=tI9#gZ<{O_Z>oLMc5U|iB z^{{cQLPH;JDF{XD*M8l!f9t2e{u3X~|5^I^FW;jsjrB1<6<~Ee7Ml6lDvd=AW+mR$ zJJ(7sxRSmt;E9M+fgih#VEDeHEB-TF$b0|qSN=b(#UGCUsj&ZBYJVbZZOuJ>(J;}c zqPf5IKiTbPoPJ?tTg#KVx8D8vbLRcVEc-9gyZ_1_@+2HQ{`}&`aQQXvzV%b_L4XEkzH)rIXe?R@_%=;+Dx!>3-|BLtT ze}?l0>A0H z|7$L<|9-jtW9VX6`Pj90Yft}a{%y>A^Y5qs493Q?t{wbTDG z%YWj36C?iVpV5B?BU^-}(qH|5@x;~NKlYzNYEqZ&<~RF4Nc?A*P@nW*|MZX3e@=Xl zur&kW!7Eb&-_B3{&(LuEPxEha)<64u_MhoT3LrOx2bV1B&-tzYht2+p{EZ#@PyeL; zOXE7NlFadL@jB+D>2HnyGn|jKf4?};Jj!cLn$a5VQ<^X4r~Y%>>E_?EwsC1t=H2zr zCcVGtsg%Fv{C@`9l>ZF-dgU|c|EoIrpP^Q&t?T)(uXUgtQ5An9LjP&~50U>2KXIwG z+Zzu_fMVP~&$!;vG<@85sMkGntY|M8*z*Q@#oYoksfSF-c0|30eQ|D^U_^uL$>kg<2? z9oX87ATjOPurd2^&zO7g7TN9%{}~RHg<>rT*}*4U4+8Cw#@-5bj4ByXHp;t8MMS_ktScr#^~* zd{O29pCQ+ZOJmVS8~6wWwpPih6^pul8$a&rKP><8!GDIYSN=07Ms1yn6jncN%6}jE zTYuvBp6!1x&0qerRU|N`y&%vv??>?A_3LXFti5!*!|S=`Zp-sKzO2;@ni{F$7&|j; zEtf#?iZ>G{X6F`{EB0Nx7kP(gYA?4;)q`NwK940COWpchEm9Mk_!o-4o+tg`@4R;5 z4sLIg`E}v1+!x5UR?hF*|0Ly#{p*MS8RnKHZP4fSGMapKZy%3Xx=d`P6Zc*3x@R?p zo+hhBG%k5O=UQdtxo+D11GnyMWG~LK{J?o>Bm>*xR{R{h#gZzn}lKmP|$Dv)%lEIDZ}gYI*(l zSAEZat*0~=ZMFq%24FfjJF#+Q?AoP0{5EGVhF`ui@9@1{Q+^aaV(YG)bTs;RTk!mg zg}<&n$2Gj06j$+|Ax7%-X_k$(6H^rvK3!=GsGgIqQhv6|U~&6$KjT%m^S3)cf1Paj z^`r69R!@!6>ETa`XWi>x@#4A?uhY#%X_CQnR`VxWn9h$o`_Ya={X_1VO)L1hm5=!c z9BugLa((6xb-(V=kEV0yJT6h~K4I(BRQThud~bT^p=zsBbK-u>N|t4Qog=eRRCH&4 zb*1(T_oWs2F;|s@BQr013ch&GvHV3uL*}ma?O*5W*&F?5@SmmepJD%Djb9TdXkV!* ze^mT%b#+G0+eMQq8*j-g3Wm$J+17j2H`%z@1TMepUY;%FEhZKsvv@UgAOD4(;#m8@ zh3DVwyl?)Xa{uj!r{1sqCVdNkzwX<=EjDpo*FUz+m7Dy?`?f^!Q{`rfFJX)ge~i0M ztk)|nnB4uM)>LcaYCluu&EdZfb!n_L0cBeP*>lOZrtH}rZ{I$uOqB`>tzcH)ImH%@5bD#D4PvS@Q zxc(#44KmFIZ{NJ_l@$7E>YlU9StdE!OsGokntZfguw=i$kFZ#y=iWQKX9`AGXa%ZD zSjs$?b-!>uH!4D0(oHDKd*7K)20P}w^qccKxM!j5mGZ9Iub)5vK5w$xs{#WD_26X{)Ve;8tF%PiHI@c|Mp_Z@exk zbJgnWe}-H9|7^C@|9YwaDe4o~oHW_Q*H)SLj?Hwli}<5bC={0WOJ6;2p{q!^=1XuT zgW434+l^cd=JJ29nz!+<|I|nNk1u?g|L<0bNT6#{#X)Gz!g|)+ch8j+?QG73{gwS( zcFVRr`7m$A%ALNu=f7J$=idUZ7da`h#)ks$I7%dK;52-7d|kcpuQ0Kxk9>WqN}w&==Pl8ZB*1UId* z6qPN#k2cY_&TWTbh;3^)_r2qFV*9r*S)L85xTL`YQzC&5a-psw;Wy{Yl+;Q5XXt1D z&#-R!Pp+$L*7MXKZ~o74J@`*+*7cK*_uo^0{m=dG)BW$J{Iv%aD^IMO=F3cSpRecU z^YvDt&!QQo#h2>Dtxqn#GrcVNTi=rBKU@p#wEi8Y%H-u1 z=B45(f10{9)@yttqnu?}@9?8C`JrcS?mAP>1y<8%lpWW(A<6#qXO&d@!8pFlrf&t} z&Q=yp>XejC)^2e3TYRDG$@?vU?cA@7zuKv(h=5?_B%YBehym z`|kQ3j~@P76%l!PR?LRn_{Gt8|1(5K%zO7al5-=Qlyv=DtoZ z>iYClUDMKT`Q=N?r2+!_PDa1u(pa=)18A~mZr+wDYp+dOF8lAZef%er6Z@aUy8p3X z4O)A`AEJHlAE(m#MkVFdF&_TcE&fe?F!k+y#`Tl(x$oR~CzreRWbXbq8zk&!WPL3v zo2DLj=4YLL%hKtwC6oSoKKQ zrmy~y6hfxlMU!7{d*0o1$XR!uv|#J1 zrfL;c~2_g@8N-|7gx{N??8{qIo@#^*Qn`9BQXvR=^hQGAb8 z?E@X%=-dD_pto}5!y-0^JRe}=|aAEuVuFfDs@UAyW_dG5=Xo4GU=?OFT^ zG$hT0QZ|#;L}lLdVUBpfi|23O%}-0!>3IBZ&n&p`F*A(7gk(Z5cgQ&L7nK~jBneGvo@$0?)y5?)8h9ITmPlCtX1oIwMrh# z<(sd+Qz4SM#wROe%Fdc;^D9?lS!J>F)Vn_=Crkp?_MX*x`|I;x?Uwb{M#~m+K-O2FXFt2V2;G}dpnvv~2x@IQkb|9^&9|4*W;Bjb<@@%59B*YEMa z{-=NU>H52xzv^dzdOzi$I!!jeX^(gEqL-he@46Pf`ShMmHOR2Rdg9BNZ(B=c->oez z7f9{PjJ#s-gsJ+fmG+{FndjzY+Dny?UGY^GUtd=UG}Ge%!iIdYXOVG;Q6(kCvVdvicq+%iguezj!Sp zll!;oP|KThrr9m|&*1g^#i9+X!%9=no0pYbSm@UxqPbcD)Q<@ObsSJTgQ~^wLH&1! z|1&VvZT#z3`tPszrTT?MT^ei7XMp-jcRoz-%(t;EInUL(_Q~#A_b=^P*7a&}?^-vTja71K`s#<0p1;*{k9&Fhz14h)AE(~O^}m_u z`Yqa^D8MZ8#LFGOs_U&5KUf=d-tGG0EBeW^TzVxmIvuS$ju%-AM@$LJ7Yqs&b$fUA zapOWRety=BefR3pF{Y6&qR&gk`MQ?YXFjrCzvHw0)ivzt-~TflF#VIb^5B|^uGfLv zJcBgLa)lTq5}D>anD=Ot#-bhR>Xw$aH{V`bDizRc@n-722aCG2d_l>duXNX?pzTp! zbIO08`CEVDveJKsiKX%%{;kni)b+$RU~N5DMbm$V!&R&9-!M?=-Q;$^%=L@?<4BQE zr=pfAi{4zE8x^pY-EYyZ>czKo_vyblo5y=@dcDkzr^z>7&tIwVZ|dP6{~3;#@6+JU zma$K{d~rKRbLyOLI`zvxue0lVvv$TKZRbfr7d{otv28dM`t8cY_qywDZ(k60zG zt@u%~sHK;@J{&j`o5Zm3)Wl;RvVXIsx*oUOQCYIxeQnf~?BJ=EIhXyPmDh{xNnKX4 z?A{?;JMI&`yLa2q>oT5T*kkx*oluvy*VpB7dBt~UJlIgOAtY2Pp6lKFeG6Sh!qmb0 zQNjyRW>6l!-hncsUv}X?Lpf*~5#LKc8F|buGJm#!%$(sd??9KKoidi%nP7qs_;MXe`>P zZt3S2RG#y?MVVv8(MW|wU0PnCmOThlmT^Iu7Xu?Q#7k|&7(to*58cd0=U5n&a;2P$j zILu*Tk4#sFiUh`|)f8U*ff!8MvZ{Zl13`9H&LzossYHU1Kyk_;CH55ArG@fdmV&GEr}uJh|MgYF((JXe}@Q&){tGpW*uh(59kCNk-3u)+|3W^{@Y;L+Jqv-AwLC zZ+h1=OFR0X=-vB&c`pBFxZe!giSwU<>)rc*ZJGZW-XHwW@aQ%Fo1OJmzh_?jw;}kS z`}f6aUDwdfE~!7Xd-s2ag|q5^f2jYl%YM_-Kd;{!`D5QR`P)YS8RqN1?{wA;NQ*Ze}2~2c!>}QoW(aU z{%4rq{VwtEX8oU^{{5JuvHCv)ssqqHzj^V027B>4hkvKVe}4M+qs6n=p0V}Kd!+v} zaEi@TegCch<~Ec5rLA6hT}MfyL(N&kQ6`rpi~xB5M!eqD+E^DFzlRBjc0 zY5!sM@xN^U89oL7XV|;2vxe~`F;^VvVQ_Kf{?EBVi_;;U?KAvg4| z^&=bn+Wx>ivEA2AI`bY}SKkn_!*Iq$PL|f--EDF^{%9|n7Om}XK>EF|Myq^KTG#-F8>*3)+zp7%m1{# zA<+Gg_FeaXZMXOT{&F9*ktuvv|6kti_1|Ca|M65F?2z_vTkNO)VF$@G3B%auS^_{mDB!M8qQy*f(I zq9}R)-TSMoH@$zn-VHPWT;YBJ?t9T<-^=-?l3ceAMd;s4KGeT*ttIN7rEP6eTRlFz z=`NOhlyP~w&XUOn8Y@w^F}X)D0SxzwYMgtV`V4+R5aR!na(uQYJ7#4JidMkese@ocI$_c3)tRbfH0; zZ5hLn$3|{1_J6;uA-|TPR3td51o>1SlUFF`YmuHOR%Y*-yRLW1omb(#+av@weoel? zUsPZ(wL8xL@$1w5l0VMfKKLu8B`Vr;*E`pjJ8B>QXJC}!|JHwLPUwx_?$X$Jb6@o%nbyXz!Tu z22dFW!u5DFXl=+pwVEc-cr5r#w~(!O{jR%R$}81AcAJMI;@8GE>^m*wdt=wDfBgFN zc+a2o+y{S+oOE@U+$~r7a>wrDe};xW_TTO={j}cr&Z~b^yz*7|e+Ev!#fM&r^G)ba zVP5`QS<(H%^-Z8HVMu566y2B2dHdzBxWlF`J?<=QF1_vvOyR*F;{SR6o&UFF`hNyz z(=~S=sP4RZ(N(k)UI?L<;_D9WKtCle>e4H3(C*P~0?>Z)Fxe7u%?|Z2va+p5QIC{+ zn?0*uSQB0)u4mr#!T(4!=aX5-uD!eFX;I!D&?~v~yo$Z)`zfJreo9%-&)ze-Toa!t zy78mS^uE3`3ZLJz-04Y|Nbb9O$!$R2}y_@ zvT`(L#{2K(ulnBX{_*-EXn9AR;1|%y2ne$;em!yT{q|+vhCB9T1?U$}D6r>xxTQLJ z=GF)yiThP2mdvTWBe(q078CSsA6uV%Z0+zlo?USM#chW_pR#YQ4Cd`BT&ekK>#qL{ z%14*`3%3R>mnc@>toHG;!bPWT<|eDRzdrwEozVK%R!fhqEKr%vwfd04i^YGkS__gl z3a*blWi9(d#%4ue;IxOXBH@bHU=K|SItuC** z{>wAF^Iq`GCFjo^`Oi>%Z`FT>Lvudb|M}05@t@)QH~)X;KJL2~tx{T~5gORQaDe&J zv_01!;ytKHfeY!dKgi-}H6 zS@EDnxsP2%A{pxQU+@1Sb!Gnt&HoI?`rrO7|JNKf{U59SkBhEi4)V8uz5mO$RsRoH z{l~?>>tp{jEV#DxKSQJcKa)V$3GCng?f%c;xYqkW1JnFJ8UOBIuYX~>vL3YJwpS#O zj#g(a5uaZ6B8YqCqo5)ukC621T^dUs&Fkg$TpO(N@6wg}7mDTo8R}>M$w1*On!c(1 z)B2tD6XPz`pZWLwU*g}Tpz#c+_y7JgnE$wl%5#-FC4UOEn*FW%pY!kQpUK~f>i^54 z_n+bY=lWh0j!58}g@0DRi+>_F?2Q$xnzuAnuO=!d+CWZKi@J0gP|~D3n&xf=e&j@nmYg*fonS^ymniAEOJfrQ-K;j{owjo2jU!2$ zuH@@3*4?qhcoQU7iUcO8|7U1vj{DEB;2!9_BL9CT^@kkS*I&p7on{2isLL4tGjOu) z{m$<%PwSRFvdYWaQ-KK!z}~va+(XvGZ|o z@X3h?ipY@+{vTiv|EDQ{cwTw*63@n1ILW+itY{G$w>`H|qMvW5}awt1(JSZA; z@q>zSQc)8pmzcPOq?D?fx`w8fiK&^ng{76Vi>sTvho@I?NN8AiL}XNQN@`kqMrKxV zNoiSmMP*fUOKV$uM`zch$y26In?7UatVN5LEM2yI#mZHiHgDOwZTpU$yAB;ba`f2o z6DLnyx_ss8wd*%--g@}x@sp>|p1*kc>f@)+U%r0({^RE_kiQrin8CgR5fG1|`Ad+2 ziIItgg_(sNL#Nz~4os{_Ry;>bO1x z-CnojgUE)r(JzBC^6x7IG%GF}B}LyxDj{c_Ukc>5KJ~?X&!E z^}Rnd>+AideX`wUSJp}#uV3ZW{#_ggEOW$UlhL%ZXiocxj(fjPJS^%lx$-c`jo5 zba{>#3q!o@)lL3M+VAIDeY+fZ`R!J2?v8i4dW#|#%rc%jQG#g=e}N-ggZiR<`hS<$ zXX}PtkK6rW`=Ot?585u?lJ3o192pfZW6)w2qVXhO;rTW;&X3XcBL6N~9o_!z>9n;U z&0bw>`&gKfZ+E^we)5y!P#0Z4c>mVv|(lO8)T`>-VaD43Sg& zp<4WyS1fYvrQZ(IzTKVrQAH;)?U=h;*kk1#3;3>e{n_@xyxY$5$NeMM?n!^x-*1y% zzv@nVM#6uFmcESbEJ1HS+pJp5wd7NE_|p1ATmEjUf1&!={*TV%{|rxNG5r45_2c)q z>JR2`4VTm;T-YivfA7aUf8Imszq9WCn5nl&;h=)=Ma~=B&jtVR1&eaE(X?mFrCAM2hmmRgB6ow~8@qRsoctNarTB7SQgH~q-g{aF51`eV2C)#VRk zs-4oxMstNEmV_otxlz)Jm`W=u=%a6Yen2n zS2*yNGCyJZ@wjU0L7Nn#?6glGoC|aa(Ft4+A?>gKboo#sVe^G5@*sx33@CwQusrYyTOJl$%}p&ybcq zA^K!?;g%`7GMd82=gn^HxA>BfefyvEzngMQJ1*v|`4hb~t4jAvz>=bq`5g0ZOkg2&7LGQYaD=Nf~UEdgUn&lApZtJ~jkqhr0GoGU5uJCO2kLlmS ze(0~AK1rTG=B3bnHD9}LE`O$WEBp~_u>8*;OEucF#M1cvkG&yPM;zPAV#R+HrC*{_JG# zn<4tq|84khn}Z*^eK&j*>s)&$%gXfW{TpY>vldmPYMk3|^uR(9i_f8KUg{bFz3!l>H^GqXk4t`T%((Gb#D?69JXjj6$cf$!?i zoxk~BPn#wGR&a@Xt)w??Jx5h>;kL-w=3f&5vXJf`7#Rc7N4X`_B;8_C5Uanp=ms zcjq2pombnry^KR+(#L-<)@^_M{CGUiAGuwZa!co02VBWBHJRqpcV^j(iCn#Bcee9H zH2!-XF8{GPzWZ_bo6_|^raN7FzgD^8>=l7KZ$ES0y2Gqov!u!FxSHJ*#?RB==ze(a z`SJQu>9yW*Tl+ryUeLYv{LLl3C)3Ju++^fd8NBU#>Q-bNzi1Ux!zu>m2KKBU?Eg4l zK9)6i__1(RMS0MUzWcxHE(%?}yFspE#?<~-r_T2WF}!lE{p%nvSAWp?pUg{v7qiNb z)S6w=&UIZcb~?~-Mf?`+#Uc~;MtbF*50XeVP;I`lWE{1srURcQg3UrXm z{hjq=v-6LMA6NUf9~9=zfAgy(s$$w%pQcB}I=!20YCo8-U@293wC~V|>23Np(!cf8 z+qTMZ-`3~#+pfju#YyQ{1+~;KbL>A^3i$zAIgvW zx*z$A#Q$yf+Sd0pZT`tgu}dFJ6o2ZPW|_v^cyHhR{|s%5e+d6)a6bPpD8K&4*&5Z~ z78TN-KPG;x_WaPcv#>Tlv10O;Ns+sjEI7`+<6vsyRksS8@ayp(j>dD_zp#I7|A%MW ze}*Sj3}5%R{b!K)C;i9unx08N+mHU=e&6ohxpP|l#yZ8@5~)EqCz-NO3v4JpoBHo+ zoX$t~COh`*I+YJc|1;b$jgHi9G5)Ekcj5D~-cP$W%~>sY;(e$c=fCs&cz$?4^4?p0 zc-FlA<;CS`IZwQQJ}lvgl~+*lD4rtww_<(l0{&_H6YqD+3)rb-$Ek1sxNQI5m7={{ zci+~(@t{4~*dqD&l9=br>#|=(X)NGZ{k#01aF)FIAH`)EW>!z6{BOKJdV9}>naq#O z9Sk_0KR2!amj5GJ{ZM{;`eET$V!v7s-#cBZd&E%U@H8%VmdOVKv@gC(Z@YCbdiKo4 zZ5$K!O!7DwD#9~ObdI|t_CreaZi*%;To%>>W#uWmtEn%oMhK|7_~< zecE3(?Q{RTVt?w{@S|}$yFRWzd{Wo$ddY^a_;mz z?xQA&{!g|4l}=w(!|~&4=|kP{xkd$?mOnW&){`c+ohy!7nV2`UYu7^_)9y0sqUhb?0<#>{~2z@U49fd+id=d z=q#!3R~sX@p6YD2w5u|zeXwNn+X4zPZ=YhMYSE!vmJ;w+P|(dZu< zyRk*$3E!OSH~%w;|6{Jvy;3Ls+U%R1z{M}syRA9XHt*fEEh4qg#pzV!bk^(26OKF) zzR$u?@Sov>|9^(I%RllDiT|_Mw`cRb+*;+nYucID0(mq%t#5iVo)(`C)sj&*UG|k4m(8Jb32ucJ8)Z`L|y86~6Ib?)sSjL%qFgYqWgV_I<*U zPinP;H%uyTn6t`P?$Rd48*lF{zpiY{S`f$kuBT`Q1& zzxjB^@uxvMdp`-;Pjr`feR2Wcu~WTt=E{NVWE^?b*aCkIY?^yzW%j`*M11tRbH{?MKh&^3DCw{!j4lK9}(D`M2tG&b`_9cVE~!yKlz( zw|g=C7VDxy>!<%eL$3YJ-$&$>KdQ_ZwBb*>HRZdYQr4`R_}AS^t&z#`k59F-x?3_d z6cs*=llZ&zpIMFVr3D|JEltlZ(-m+QdOfRVQNCU{afjeOz}hW+sx`D%sESI zKAGNIXp_(~shmM}=ktuvP?oQ^=kPq*E7ryEBl_Etzq4!nm;BiE{@9WPnQGTqO zWZQiDW@)C(bmnd5CnYD__ho;1*TwMX(vR#9?vK_VlNYVedL588ZCbby``&9`OKWz0 z*N}fUb>o5K%nKF5U(9d(W4NTk_)t`Sn~8S4vj63Wf-cLa%Q`Qo>|0uo!qpBiH8+B+&um> zG%E8S+IQ;1wC&4(w111-e%0jk#6sqZz(;A!(kXp6jw{VCElsGK`f5r5`;+!V^JQM$ z=lxTd`sgp;yUcJ;^d{|pZNZ1oRh&;Mso z3BUg(fc?mRuKx_#`5phXeoTG1pEt`&z2(v7tELvZ>J_?qEM0vMJ%iE}WaNzaFYW92 zyJ}D5BYu_|zH5IxA9nv|*pRhtQ#42Vr=Zw{&wHhxmZn;UDNnq&*Q<-+XZAPQ9~(b1 zKXTjpsJdP%`#;02i4nJ>_ip;z$5Cc%+-ASa^<06~vwce!bus+h{f~?H(e1PB5B@G| zO*D4;_4Py3!zmADmju1r-(8vTtEcbl$NYouJ8rcf<`=f_*iy^ybmgnO#&MQeON6|1 zKVMzUsg&69*k(=&Ps;PJeO(McnEy$KKbrrS!A9~wLqoa!pNa7hA8b z-NV5@rN`PV@ul9A`~ok_y?>E$`Xy{S|iqkJ3E#{|t*7*VNw+s{eSa`@#M{UDxfu{`$}Giz&P? zW_r5s#AEe`G#}Of(vUj-_pADU2HC~`1pS5oGhB4IX8(Sr{g1b0C4psP?vno*IF@(* zXLzw7TmJi%`G3m#f4JKC|7UPzj`+{8Z^?g#$6Ie+biENNla6Mk{X>zD_J2iqlmGpi z{GXxkdb+E4VoKrs4_y`W|8=o#{LfJ9`Jdr<2B`Kt@}J>LfNB5lSN{L3W9N#*whj)r zWwRf=c2E5y-%Qo_f7E6j-FC7k+UBRcMX2SukAGi%m3pv`??1zd&Bgy2;@AFXSfJ|j ze3SqEXE^zv;pjzF?zOoh^%;-qXMf^<^TzzszqIs;kLrKP zn)d(x&!GOFLEIgc8&whrG24FghWn>~&YXwhcsUea=0*2!ed<5=EBrfmxL*GmL08M) zvY7wuPcyw8?fqc4z3`8I?`gmP3CAW~PkE+0ucUvD)|}@R|GvKrUv>Oo{ZG+#^{>DF zXZXUh-e2#?)wO5Oz0a1*OKw~0K7C@;cUAOk?~Yb_ym_(S@6BhOK4Y{(Ngl2I$lkoD zd&4G+^XP@r7PP``-MKEkLnj`i6-pP;3%A`?8oRlbdkDL3(VGEs+kyQLH9y+_<*7RU zkL~0?lQ3IQart^b>wktPVLSgbtiS%B;eycau804)|1+Fe3o4w}g9@i|5gv_2T@1Le zcGC~*{|riJ&;PC4{;y%`z3Z$W%Ky2}p8xA_{$ECItN9!kZ(Vd1ZFIy_b+J$WA^gu# z=s&~tgZ~*Wgze&b{)h8FgFj(cCUTDX%R!H3c-uY|3ck@3MTc$3Jb;(O`xkd{m z{jB<$j8c1To>IGi`m2hY+i(2**Iwu<627J4AwGAV4GDB*sCti_B-cIKQQ!2R;gfdE ze}?O?|1-Scj6KRA66lH(iyo|z{m(El?fJj`(f=77yxwP{2H0HxmW;OYl?Sn=7vjlMz!oKzlj#@EBiS2>i6z{Dkqn(*%80> zZ{H2WpUDBY%aiZ3_A=SF-F_tAoTnymeBA+wIcXku#sB?EW&XNumbzzhq;hFV;?z`2 zma67B`$y+nzD4D?tt;iV58O5F*)?IEZiCoKT0PqsB-tfx{g>*$`MoaI_UiNYXA|eK zcHD8`{Lc{P%y6Ju_Q2yCzb>$Exaf*V>ZB&?ko>Q6<^5+k)~~t|ui4%ce zObgl#W^ep5b?V)}9RphqG!6_c5hw4Tjgb}!3FbZg6o_&vv4<%2_BU(iX3H9i!0$5A3_1E=Aufc!;+rnt6R(FF1hu0dC=abOF9os`g`U(zN&3ayj|n;A@|53iLW=9g?mm)FZ$1L z-)BMH*2njZckTOFe`Kb~*Xi8f_HVq+X0MYao%g2t!Nzs-kIv_Ov*kW-%qyw7#ihDu z*QiB`CG1uSmCRu<;xnq6@5NHh;y3BoCbw5F4r`q%;`quoH_rCA-RtT8rIinVE=g}p zG8bT~zdGT7f!y%|i*I&Y-+*T`;ic@)Rb3hj_+vp)t+e(0-@5((8m8U}=SR+`I}o#8 zn-o4AZ+~#bZ86`(jOmGIniA%lJ-+h%`mF2gHGb^;$oA~eyLkQ=MU}w{N6()6`&6a& z=ogDu^;#^Mf8su_?VG(M_C?qvonO6I+%%cybOg5Xy)WWC@TYF4JVT9bXe7$^&(gYzFodJj3VYXaKY0JA+uZ)^ulv84!bOk@t!~FxexvtIqB*yxm&LE<&NFQ{|pU%?7!V#2L37Cy#4Z*Sf*2#3}pl)g-m4| zIAi`!Z>m$e;jePdY&)CQb=i@*Djg+TeAOFW0Sur8*V9ojBzb(mAL+dWt?EU$lVP5sF=QfY_Hf@}> zr7N0MBrwPTS}>AXIE&t^@Z(-lQvB_^|7N3UE`{GizMlN@Z5`iU`Iz2!e{78+dyhU2 zYOL;QZu}9xa_X^jrB+9C?|k}fnaNcveSc%H*MEkV?B5Qx?I(Zx`Q6|9E4}~J#yy3s zpYARB&bL0VXk)Gf_nX?kzpsV$XBV5TW^$H(A1N}qe|PhhU*XY@mpLwK&B@CQ&%ZwZ zWwhqsWKOfkr*lg#8jJINzb4u$CU!7 za7=!{-@b0`+3Ov7$r+Dl=_}nZI9Pf@=f2Mh=8x;6m$-(wx&*9R%)r>dzEl@fV>82w z2fM6AT^h{S>rhLWa?!(o#Q!r)jC%fWe>|x2eut=`*9%|WC;Vg4e}>TA`?CM4Y(4T` z^US66XG!%t-^bl_WwKHKC-S`WKg09i?*AF~Z>s;e>$RQO5B7);+dI^+m~zkNOqz6c zArpJi?e2x|7WYrNzBJH*RV2{i5Htrc?a*)D|4HW#sF6|sf;0AQK|Fi?lSoiA?HZ_= zwt3};UfH!Gfe|9`2s&C5@?qZMN2{wjzWiLPWOnZ9pKpnC4cga(VME!SjFY zF6!;EeOO(q_st_^mU)>jr)p)AdjNmE*9(nBlgrEDxi!#Lgz*V#3uEVh2B!KGO7Xvb z*#F|X?ij~r{`XPc@=Fi?Gc@u$Eb7vp@e&-A_b$}9o6YCgHqYLU@q6WA{U2Qi7j0P_ zRg!v^JuN+~N85c`){D0(A6q+oj%OE~e{tL4&!_B}*Gj#6gC2OAiH5g0UUdI)l}kJ8 z$E~Z^b?&v97=&clW#~F}X{-xg0c-P--Ns|@e087mPhkD3yZ251O^SL{KIK`a@n=K( zJKtCB|F9g?_qM-f|M&0Y{|vp?cL%y2O+H(PKgz(ZJ_^zhv;YCMq~I8(Xbi885kGkU zr&wP7>#zI2u&jAiqwJpTDiX#DN-Maqoc{y=pDf=08RFUhGdM=Q(4LRh$$gMqe^32Y ztsegmfiGMdi+1)+z~&H;7 zx(uBTMGKSAS16s3_30YF>-DdE+?>Dh^IyJ4T^j2%KEks(EW0Do{Igap>SFkMA2pz3 zk5=@z>Xur5c`0`~X3vHmFULOd1kMA`+ho4Tw`SL;zrO#)EUW(e$NvmJc0HMA)}r!Q zGi$HkiiFkYv;zD3FMRFNKKY+v^Vj#kq)qLA|M<`FCszLEukU|(XU+fnr~aSb^54$< zf9^MH|F#$Wv%kwWsq0hyo4?in+Rpm_`)3atm-tq<_dkPk+VcMl_45B2x)(##^S}Ay z{^_3vA=CTc^4Nc_{rq_FD}8Go1Zl z@bCPQdi_WJ5sUWB|7{=lpJCzV;QtK!`$2;$f9J2Szi@Nqe}?7wm!f(Mdh zu85SDzuG1D(6y4y^!_i&QvKh5{xkdumAGF2BK6At_n-eWd<<>BZt$Ps{14;BzttuG z%dWB=V|1&u2E&b0>KmR{N*J7#ne|dII|NF20pH~06#QzNQKP3L0-1E=> zX#LFBU&1FO$NpznI6de;!~XOC8IA__mj7#u_5Syt!Tvvks5``bgMTNF)vG_+f9C5i z?GuLU{xe)Sy|VuP^ZyKwR-oDSdPe>8KN9sRkL@RajDJ@3SM&+8dqdFd`g+Fx^FJQ@ zO@;GM{#gInwyx_FPxk&VMz7+(|NPJJV->1Rzn;ne{LjE9f79aplRx1<=k3Q6Fd?ar0rPfF-xG-79{6 zPhS=om;QIW5F{pbE;{ps%i>elaUzhcb)^TU6J4;ud&X1<&fKJ!0AR+jze{|x2-8R}>M z$@q8WO8xVH@BjU0F#mD!&5QpG=dXS@_|=y9pTSQ4AFKRlTcfVe_HTXN|JA?y&+z_p zeXsnjS^as9@PbshD)&tJ1&X|n&`!&5Z5o?W&oHr6{=>gD8jHG~*am>wLfG)S#|P$r z;+Xz#AOF9mt%t7{qBOkTF8udC_?rF7PkUVdRLM>L&v4tXsY_#xzXYryi;e!YN@LN! zGd~`0CD1(i83P{iTS3f--?1Ob|7_&{?VA5Yd(%4e!}1>={Ac)jGA=R{cN2wz;e#ff4fz z&>LDve8#6Cfv&YPKOWCU33AM~?x!8#q2oaGq2qO#yK;68bQPVr0_Hm8ba-mVeV+Q`&Hov$2mfg;asGR+ZsT9irT@P3d)BqB6$y+< zhxV_7qi)CCJ(0Y1`?PXq)nupRayvvW<=*7nGW8~}$j{_Sno^p9izoU?MkF-9a1}VJ za%oM#Vo&8cS}RVfbz9%iTU$6KJTU)3ZeB$5&aEx;A5`+yJGdslwz6Be#A{_W+kyL~ z2TyIkaP9J;Ys=*_U6&MJKKAg{=}E%Azh-_3bWJFMwbu#9t*Gi2;g~z_`T4@9O?pHH z*&;jNu$rvnU9#@Pi*@hLKMe26(>=0DS~^YHE@rdr{U5I;{zIkb=Wtso4{imMUiiFO!JM=qX>Y@#s zcJ7`SUaTT$Ji)er-Rq#*-HEp~-LyWHxn^lSTeviNsL(kO*u;%iZW=(w76YXYv1RQ8t)W(3?o=(d`-S? z-}zVj{Odg*=7ea?{Ipb^j>qp-zMlN@ZQQ(&`&%Z(hW+g~Hrc+pyH@V*nOyB7 zvu3{vIBvaW<4Fal*$l`0ERIJ1Xy$RuO=sZrOjW;9`qzGK+@<{wrT$%zPyAGOdGhx6 zbu%A-T9Ys1ShIbl?cvq8=d6i#WBM&$U-$KLsGo&r@#%T*mu<6rY2hs{=kY1B^wM)n zSCR0xYS;)hV@!UV{o{lG8D6ja=d@c3r3k;s|Go0p@vmyrf8ViH{Ux;}(6w;h1yFx+ z_d|caeS5z(ZTHSo)Sk2K&2ziQm-ccWu9M$<;ZY%DX4>TUr~Z0;VcxJ_xzAJi{B&it zs<#&F-G0QpSL-i|z1e@uYV!PtqHj}!m%bILw0&FppP`}VTczKwrJBF}i~Y;)uRQW& z^*=XX=YRX;e_jv#u-(s1Txv-dw{~Tq@a>+Be;xk3p8hfXPtUCOzcu!s*ZpUBxT*1B zi}Gr(C;uu|9B}lPdVlHtM}6Z}52w58tqv9CL%APsDKAy{7R|d8{H;Inb(8*2@xcEK{I3pmX{>X;%JsFs zVU~`czUj*e#*1s`F}dG;Ag=sD%iii!)%X2P9;+XCbiBGQB>eT9{nDyRS5q6W{Vq2@ z*F?sJYz@?X8T^>M-u;pH43pU%Z{NIKYN++o>t5RBCQpTV9=3)@Js<7w z*cIPVqpdfycP_Sk((dHgF-^jm;mM!d zw=I+B?Kr>G`J?@zU2*Flt}K0Pq!IK?V&4Uo76$cxNz3DLmh9^#*8Q3Q35aX2w=e&C z;lqp2gHG#YLl5oB_KUoCy(;VN-uusQd=%icU{<-l>yPba-5SNEFTY)1-5VV-{aO5@ z0FiC?7xnFX8)JX)KLek8{YuaES&HHQm-p4|znjT$-tLs8eQVUEJ+A7Vbp|iLH*DD2 z=iYadKZWDYU;p6$4A<8A@PzV3ZMx@o`qHoc7vvS&-zK%Cxov@<%e0W|9xd&{KV^r?tju={+}VgE=OZg*XRBP;8N$E4e}gl zjBU9b@{Hdt`FCG!lYh*}o2c9MWXm<_A@`hi|ux*w(}P&FGZqI)PuQq>)h?X;D+j;)=Zs9+# zwsUTJ$d0ReERz#MD_mqn>U(ou1so2TYvDcf#KGY89qXkg_iJ@Jb!n_u`3j2p=W-qKJwk_f`CeW`qtpN zGfyVJ^8d2##FfK|A6$w{-)mmMCAp6PeL*LD;+h^w%Md$z4VdH-$ zwa0DiAI(SH{~35+t*%cvFv;wsbnQ*?3;!8<%MuK=`6GSbUinmfW?y6*Ur6G|jO(lZ zGZ_9;ySUZbUN|=5e75zu&l~$W{AY2?h<-g=9enH;|Dp2c0L9d1-;@G>_f!S_XAWzu z^Sgf;M>iKQy?@-yGUA)n^H(1BOAG$lf4uv?i|N*J{+lLWat|roOt6Nx%DrD5oxl5|)qjTef4U!f+Z)%G^d@~$)PK+N zVeje_YiCOIJoK;;jQ%HotxopNYq1X*7hayOd(z<(RoJ_^d5+n^KI40P*tXS(u8MxK zPh-++nROUqNfnpV?b}bS{rxJ|&(+@jW9egECzNuJn90-#hNw+uB228tYAdDS&c1 zO0%Ej?$VdqBJ~ku)$n@twmkhZ_f8w$0N^_#QbMK z>iH~KKlRvuhCTjQe)Y(IP<$a0=vpkRh^x;;MpFsbs5#@I?NMG~uRUWW-hZF@>p#Q9 z*D3Lz^cMeM9a`bG}U3KI96m32lNYUc2`{L&f}+UnT4xIA73M)b-5D32BfVr4vtj z;R;HOSTJ*I-j*qAuT9!zc>lfe*Z&O4*G}wz66^lQel=*Cgg*qLC~SJ5-@?i@zg7w(hz&(P2QpJCnd zpImQN_kKA3r^5bksr`v?7yG-W0o&7%phuGr( z49=5A4 z@996s^LFpw*FP($M>TFr{UO#B{~0daEdS3?H~T+BUwEafSnTvW`%hRtzx((7pL6^u zruF}D*ed@^TJJx@`^)toPrcVzbb8b8=|9~{|soxffoKEdp-84NF>;^ z3eV@4f8YPv!XDK``-eR;r5hJtcGN0f5`~D9jBxBaMns9!N zwes%R>ZvQ5s<|;>LIt~hMb*ElZ>~PO&-0(*3A6p*TJwKRQ;*LGohoBIMQ84H*XK{N z9e0L==fAIi=KP<5qxAk?9^wBC_cw!Pg3$Qa<6Udsf19Sf>p#PR-B%w?4QW&1KCm}|DiqhKf{HC_J4od|A|HAm3|5Q zyR_ro{tpuW8736{1c&2^`a`ni{~4TF{xf`k1D?@B<(FQ+=ni+4P)|1&W5|70J;9+~+g|8V?mGyT$U_my*&+3pK_^MHBIld5a;|0pE?YnuO4|3Aac z(EDxoKQYh#w=WtrC;jrZ&vC;e!AC<{qBhk|pFUy3pL?gwCjVzRF#qSAcqCn*#3=Ef zVZri$-v1fCh29E`slT;j9VA4gcO(nLGhOB3Hn2YZbLl_Bfu;W$ zPRihQmHW4K+K>e2SXpnf|AS`zCwKAx3>*ljhtwmxuxv`;-_>2v6f|Jo2;Rf_Fne#Y z$Fz66Mb)g{&62$W6Ffq#cO<^5&{_>D&~C#Ev;~3go7z9E-&sGQ+Veky@$dUT=hgpb;Q9_K!nZ+-@WuZ` z-+>C~Tu1>O*XSyDO8yk6*nF%0=luKnXO;gM@H$PT8sakcE%QIygNnlE{~124FO~l# zod+!|?H|Uyvj1WRnmYrR<1a)4-z@yI`d$1Jxk2xl&!HlLVUDlmQ5FsDj(UW)@uY0) zS^Lf@O*5BGPJngqJm z%zV*`X90-J{KNS_8PEP_h}Q-0xcGXe#_T`C1eyC^Ki&Vub=^NIZU6hJw)H1^>_03L z33M%x#%RXC3=aXV+k-EV%v)81vQq2UJjwqI)A#FNd2qaTGH4<5t3LP=8*D8<$U^31 zq-BZW*)icrYj4(F+qwLs(S$%(QDyM>3|eyyEcQ9St^O0^{D1pq|7URY`Z5cZ|9Nx% zclTHOgKNw`@-6GqSU=fT0EwgNi z{}TZ%k77>1W!9?ssHM9bz zz6Nzw``hd;lx+aFuABT*3*ypPv;;EnE9xD4+Vh}2xf>3&_OF&ZP(8Wv#|5VN z*H(7(4VwNlgl^a}W!;0xca#j}cBn5GO*-}N+ONBLI_na5wstakr0^}5t&|BryHDL} z-irMnro6JzTUhXtQw!7m@Xz=mOSe{~1c^R(~}=Trcn{V^P;n^oQ+wQI3>_3ig57uUX3Ja_!o&Dgs<2bnFtzOXm; z-*GvA?S(zt&WV&Nv+$qVRU7oyWVgttMZxEe#2s3A;cMFdi4SL)hKJta`l7T~|IHee zEFGIy_8EV+SpM4_di1ROT}!K3mu^+Btl6QgclR&*wRII;S9ME;lo^9u`54~5{5lbi%Uwt8XQaUtgP5u~P8Ml_@<|J8sY0^Hu)&rS0>C zIpbPhCC>JfzQ2-dZG^Ae(yf+R8jJQgZvb_dp8S)pKf#y(>u3I7*6ii$k{@pW)9~y+ z!}@999UoPfP5(30tbF~?CGkH)tH7eJS*PT;#2#iV++`|7qvu*P$`7uJR>Mw4*LN?%BD`^OA>XObT1_{HH!2 zb=Q>bnkmSzQmLJx?DhPo(X-ZE7n5>bQ?_KyeJvgh_15S8hjtpwtkt-(W~1g-|LxVY zuC7;G_~zfm>Hirxu73aXb=!Z2eY5{)>;1arZM}T^l$9mNyyjU-uI1e7TO_zEe462_ z3ygoYnr*&+Kb2a0>C~y+8`!sJ9hTUTtC9FnRr~My*B5sAt$lB{_KD~6m)py48n}Pr zO8&e`LY_?BB8*l0O|=xb5BXecVzn|3rS6 zciQ*E)pHA%zcLTHbL&v*#5C?ru7T4IFe^M(U-@N$`v#YnI@v0D>w1jVELZ3c$h`Xa z{^oZ(OTLHClb_{QA*Ni&p#C?KhnewBIdgyV>$t-xi)^7Q?fOwx+O91`U1_^J>e>7w zryN~HLV7^ySo`Fk+RDPm_L8?N?0qJ5duN)*p4e;7zo-6za^t^?zrxpqH{PsJf27;; z$u~K>JX>Xs_2Ct6J$If@lApD!?9Q|jdD)z|U;c_aY}(S}&cf!>>z=?A9{eHxpXcBC ze@mwSXK*%sVrO)@CO%Pg<42e2eSK#XKEG$V(~~Zd+;{cHAE8Yj74|m$ocH`U$8oJy zf0tBNfBw&4^S$(3<^{l=3@6y?fBnk;%c^}T84hJ~ev>Xny?XqlEQZzokk#j)%vrhn=H`E!J!x5}WSXt; z%SfqX8+9KVy3Tm;<=y@G4{KLm>SMam6TIh_`=9$?Kc}4X+y3t5YP~hx@w>hEI?gkm z;<(X&o%O%1s~>u-o5nVA26wr=*2I%`i!be5_2$j-*$a+sm_KvvxAnho9RIv@%Jz<< z=l0B7X`Xuh^si5H>UWkb*mh&x{2OjRazE9)y;FL7{?pJsk)jtvrWa(V+L!R}s`X!+ zsJrK_{RE|YV~g8;*=w(L_zDGTvb1OuHq|kWi_O!5 zX@_v;iyZ&L^3oDfwV6*3J`kRlz4*hq*{ZYl-aUWf-43q$)~e4xLuSRz%v~1!ch!rP zQ^Si5U(EM9cCB<~zGs)r@%)!}_w9ce@9ou7^g5|9@2lOJs$bjxMxUJ{G?CUwWG(iC>tz{T$PJ`IYO!jxiRO%kG@uzUOhF<-m@6@QLeAN=;|?<(&}OWcGrR7zF)KP=Cl?kV4?J6~C# zm9N%Pxm73B!#U-=U(1}8NB4qeQjG&BX=kN4KJ4c|xT4ohR_UVN;h8K4?Q)N= zJip%bWDVY3I`hTt6z<%JJ^k=6pTAa$#Lk`ZdzSR?*w-%W|1|WU^dA%9HBt9Fr|h5E zsk9~e`{omw_VezaztkvH!}#Ir)t$RO@}9|+DRzAl%_gC@lXdpXsSI_duS+_R_V6qP zZ!?0l;6wu0A=@F3qcnKa)UJ+3*$v?)K~mib?=a^UA9N>=AHGn zGtvtrj*0vVTYvbi(CfqZ#J691pVH>JxIF2?r0{7fr3~M{tZVA3Id@I8sY_!CY?loK zdV9?iT>x7HZqm&o;f5XuCiF=>zHy}_xVtcOp=oJye)QG1>vN76s;s(wIJMz;ebwp9 zPy4uUESqBJl5m9ayeO;a<#@@ky`fQMySDosD_APwJ~gM*{=>w``t#cTzn|3i$|JFh zu7sC=duP1s_x=Yn{(4RSa+bI3oA&E1(?m-HCE{l=6i=#Ot2cSo>BJeQeomM?cgbUU zuXBrb*zJrAFTK2F=Kf9X>dH~Fjvr;0-BXxfzKqR&ZgSSGIoIDXGFeP{qG0>iH(=5B zBWW|{xLB&|+Dz?O-nQKLuEL@&?epfK9*3npYNucZYM)`t+4}ohRsR_#O4L7e(KLf%ebf+a z-Q7B~{o^vrKiYE^?RfcY$E?z&QAV4m{mT3<<<0LG7?_>Bbk9ev8K-VJ9PD?SEK|p{ z^Q7#PiAyGS8_P_po|P*)PhUP>;__~?v&-$Bqwb|~5=!f5ntyKi}0{nPiSzgigHPkE=YsO#6_22fQB!XIs;AKG{6 ze~sS#Z2u+i7{5<*&Z^a=ssEn$H5`4j&-W~i9cwDrAG*)*T2AaE%dfVD#fdsWQCk!o z-bELd*j_38H0#SM$mva#WiMDZgVCa>gQzb}QTfl)?!W85TDR;+{v%mmk-&JhDx9-V zpkAK(hui-gitDeRu79B&Yg;VOyZ;Hh`QMuD|C+X5zBY6H@2CFppOpFkXn-b>*udcn z3S)FkNtlDe9UVh9NJgM_I7N~7oo`*2`NwC8NT90+Y<3Q1#t1Z%wCDE2`F|SH|1+## z_MhQG&|Wn(fjw_-|GoHY{gwN?f1Fn?>e7C4-UZzu$b1qzINA+2kaZ)owU#4qpI%)W zjIz7>%7^oR_WrC}&Sw2)?opAz_>cmeBP1e$4$%EJ=;J`2&bR-Qy|T4dDtorQ;N6!K z*B(~vQn-;M>i15j_=K!=xa)rg4!_<18Jzbm{b~Q7L1xWT-|dBW-ejz^{wFZE{9k*m z_osT$tcar3`@ej@ra$@5@TX|`O}mH18yD?(|HG;D{x8|D`X~Q0fDR^UdAF z{~11>vYq@++*(Sz?>|F}I%s3U{h&Yd|1>Wa@&;er}GZo z4%oTP_qn$82GHJ*bvnoSRwdqvS-a|8>4TLaYa`v}Zb2kkrH zfAc2)&#ynp|I(LV#A`?3-`V`&4FNZA-2eIY$MHYs{TJ;yeD>=87pArU89;6SuEnUl z-)8ckzt*0y-@I}E=hq+mf6kllTG>8(b^V2`-~aw?|IZ-mj>7qtV-MO4P@kS$|NQ!6 z`Omg?U7z{Q!~QcYxcdF?-~4}C{V1F_H|oz{{ciB@+_C=*=hq*ze^ym1`b;iw?SBTx z)$f1*y8kB>g(H7+!+(bPtKTL5o!k4LVSap1{h2Snw9nYwjsDjhe*gQ|{XbSAv+Xx0 z{%5cczjOGvwe)`myZsXX8D?JmgVH#UD}C5&_wC)mC)=*B)4AXkvLxlf9KMRg*T2Hn zf74t2pTSx6{j>XjV&m-fT77(;y;@qnb^gS|PNuOIx5VRCywO-^|64rtKf}UF-#_R7 z)9Zf|8~(4&`~KPeKXyI&ce?%0zxa~g%ItdeM}3F79{*?9SQ`IJQor5|yo2fJ)%q7H zd;i@2587O%C;$0p?Ipgb`zL=a-mqxLe+DFz>`}BqOl_XF{ZpL=KKt!AJ^asLKmD%4 z)3tx*cUg03_y0q&5yja%>d!y@?qNwom!g(&>#|XTjp2pWyp@Yj7p6Y4K5JyUBgN2p zH&5BhyNCNKnU`mMFN!fKxbtn+)VG_m_ZPQIORkH{xc$zytn0ylhKKyu_rEB=@}J@3 ze+F>z^y~XyzF+e}JJ^nE-}yGtLg(BkLh3ZWP2@J-vuKC?59hD%f60Ee|5Fbwp};%f z_AUR<&<`%kmN=bxud$B*pTOVhf9Vrz^>?ufOnq<$s39phB@fQ(&|8DedO} z3@zZD8ux?$GaQGMi|w!Pf3bd5|KmTye+HSww_FCqZ8o#IG**+e?-?|fijLRM-!lKl zxBTztKZ$ZHl^?5L zsG6VXAg-}4j;MoQ9QcszXCOT-uC~f;eYUi0+cX24&*rZ2{z29JRj+~{9`BISedaBi z|4!1c-u3wFsLKn37VS~Gc{*OY{qUAmXVsq-ZV7AKzW9}u>51lmZ5cD$LY`|KzR|~< zeyymxdvnz6Lrbz;z4%_XimqK+ksotaNjNg|vZvsS=N!vlL^NdXTHpS4uAaToe+K_q z8vhygAJ+Iaae~(0DL*TB#_r|$x7B(6&Cl!du803QvrA*qW^iW@loH5`_0Y5CzI(2u zXlHXK?62(SvRgJMQFC9!>P@K{2jl!sEO*U6iT4Z_uPIuWemuG;^7``X51vL=8jCiW zg4_be^+=-u%YxC?)l}U~KWsn!RmIQspaYk(T}8r|R3iEtqHg~gA}@aV*&_aHZR?Vy z6`$~vec-i)AuM1O)dC%y02sta1TD(5-Xc>4s0@jk}Cnry8KhKxE z8(*>ikjVKL+y`1R}sdS_c^0| zHeXz)m#4RO(au>(%WJyUZeVOYztgm{^6}q-Y<(S}qu*Sov^Jj(l5~7mIA`L0(_`Ta zYHT)sSh8)~b*YvMvfgK`lc(kIG=KWDm$%9!`^u`tZv4~k=I{J`V~?CXuhooQ7fUU7 zMSc6X`-@e6=Lbjo=DgIY4i%AdMpbP(?4Q*3oIhw)61Bc_&70@a3w7cgUx^6!AD8%( zz2nF3+|{R-yPN3sE<55l%~T@cF0*{#`PXsT$(5zaMS3~UE7SrUN-UIZvo?PA7Me4y z>%Or~*OYtF8kgs7+Pi;u>0jgPHRX?rAFi&>$a%YHQf1>Uc}2l+**4pHulgn%7n{K4 zciqdgg}lYYLSz=NX71y^&{G`eU0%5=+dNS9$mM(Izbmsp%d6)4>d*LM{)e87?c!B) zR*Gz9_?+@*qgHc+|9Z7u1wUqOeZ6fT^SLudcg(n%7VBo4FAm>*{nPfx&nlPqn7sHh zUnuUz;rW^}62}*9;9-9_C(JdgVs%h#{1Ne4O-w@JKN(+dVPJp3ntHuIeEPhY-7&xZ zXw6#4pZPH|{@OuTk+8Ift|9?!>ycN8uB%6010VXh{+{})nl#k28rEZ5-yc^W`@H4B zu6B3({F2|snknw`rT#JV{jZmVx+<-@m`F zo3*O&koUZp@3p2I&wCz<*zw7I(&=^6El+7I+GBhhTuOi@%gHV&SanG~L+gc{-JTsE z=l8tbBfreUb?KJb>z>5TZog;$LGZwThK#>j_I=yRe${m^h>UVmZemt)TfBi$JEMAS z<)p7x^Fedt{%`&>yk4^Zm*l#0JIlinZm z9~tTqTlWiV)*B1CW*mQ?KH*Zm?f&^ot3GKh(o$*-m0;juu+=`a|Dj*S{D1XZ>VN-M z|IZ-3Zu7(ZhSGlSil$oUfSntrY3fD^D3t5&*d_PM;-@b|RVec5GyCc;)jz(u|Gxc+ z@C&A&zfJznAb0lP&woxkisc{FTzpsX{`aRZ^$Ux-G}bfx{s1~TXV-`D<}GKdUBoxX z#VlFm<{okCf#Bs8UzB!Qzt#G6Ii%L|?K0!lQ$jgB^D30Dn^qr+Q{D67>t!1)we6GT za&!u$We>i|-sRsp%duNOu}0T9uN$(*Nu_LP1-Td}ou&G+jYZr)b=xvZeW_H0R<;m4`>_R8N> z>VC5=;mLxW%@Z#de);yV)cs)8(s{k>-B-jNH|dlz2o!267wmgdrq&ahRr>0f=I_B+@J)e)>)7pRi zsm76mY0EX4=Iwh^J?owQ!_*h?pI@%5zrO|4xBJh~I(=dN`DIK0Gt^!F&(OVY*SVGl zD-SK|sg?`lv$$m%TXiGTFMoBmzw6&hIbYZ8ABTgRBR+~=Tbwg#Nzj{HDhvjPSS=6Q z9!&}FHd(ATd6(U>DN8Nfg2HlhZ=cXu)HT@w6a(SNr3U)W8Lf}tjWfnWZ{y5-q)|Q1 zDX5M5xNVUi&OiM%&o29$UHwAPF_SOlV5hV&J}8Uh{L!6gGdbec-CHNs`98c7Tx@Rn zr2W~ZJ*mrn>^r2L{HRl3R(6Kt^Lv~-CC(WfmtFl*>d`)}3je^5p?h1ZYOYO`PA~db zZE)^^VUOmQwaG#6gJS%GA55Lz$@)h8%y;`6ZkD0pZh)u7_vp8$Y}6JiPz?>5KnbK}9k1dsvADYd|5>y!bXPtcL7a_;H5to&|s8 zQQ0Y{kPH3w(KY`&(3o_X1 zD|DKfjO+zl_Kr-Ww~&pH)3^4u({_@7_6Hw7TL(J8FiK<5UgeYU`V$uCNVHwiqAu+< z&7>S#hTK(xu}SYT;W!U=uy@~grmo5=Gn81fRr++s={!xIHx2V+n6Ebm|7SSlxW4{E ze(-;W1Izz2NNFr!{wKs+{ja%d{y$dx9~b{KaI)?F&)~S%|33rM{686s8u)*Bn7;qT z`>Otj$bW{%?tfIIzW-(WYX66;{^O!92K$E!*Z03LU-_TmLGXWuUil9bvhRP9zVe^p zgXVvRV_g~y{~21Eu19!w? zxVtnK-#iT7IdM(9-un0bpZ!gr-rePLEVc3S^YG;A`SmfVJ~PYyivVa{^VxqUfzHd> zS9`y6(V85k_V2^LOIPY&D8df$LFO##Pvw6a586ut>db-GI=6qDw)j7TBRBX2B6nnt zEBcz{87Nkwa4?oo4`E|n=Ph3u>5{bhir(ABx;xec8!^=u@W-)=1P6586nd(eck(~O z_OJJU@n*$Ca^tsuyZ>yY Date: Thu, 5 Jan 2023 17:16:36 +0200 Subject: [PATCH 07/21] converting the score property of the Board model --- 2048_Statistics.xlsx | Bin 131356 -> 131568 bytes Game_and_Graphics.py | 4 ++-- Models/State.py | 26 +++++++++++--------------- Models/board.py | 14 +++++++++++++- Pictures/Screenshot.jpeg | Bin 30488 -> 31674 bytes 5 files changed, 26 insertions(+), 18 deletions(-) diff --git a/2048_Statistics.xlsx b/2048_Statistics.xlsx index 4b042aeaf1bee979ce2be12cd06f4b57f83cfd03..1fcde1e1a7f14480f0693b28755202e7d9f370eb 100644 GIT binary patch delta 631 zcmbQ!#POk-gD1e7nMH(wfq{eJL+3=EwM-v6H}3XiWctv#nT?5yjqgLJYMA41dnU8@ zj0}p;Hp_8nF*2oUG<$Jw_u^z+@}~a7md6}oi`lvlHXS{2P-(Kg!!}{d$>nCcm zW}){f$5joaiLcIVa=#d_zW)A?59{|nx!is>QwC<$|Ml&E^Z$Rg|M%nZeEIsH&*T5S z{{Qd${y)FvzwiI^`2PQ2^Z$R2|F_=$U%SDU$hye||K#ice*gdD^Zx&z^Xvcr%imQ0 z|9$=M=l1`<)&KvQ|NrCh_<#NO|1SRbwR=0=;~QfF(}&LOtG+Q#VP^W!Io;tG<8zRJ z=5NLdP`FQD{D<)|NTA~{qYqf%+CN4ckV=vNjJ6;;_&=jPTEt9W@So8FBzNmSqfA86 zcSeSa9R1>w%AC|HmN2|NmG2|G(pZ z_5c6)zW?9z|9__cf8GCIF?ZVil(-+q8BZK>~k&Ggg3HIKBKY z<71FO%s)mSu)wPSj5Z*ZFa9&yGIe)MRcEqC^TE^-CJT_vIwl#WdEcg$<%PwSRFvdYWaQ-KK!z}~va+(XvGZ|o z@X3h?ipY@+{vTiv|EDQ{cwTw*63@n1ILW+itY{G$w>`H|qMvW5}awt1(JSZA; z@q>zSQc)8pmzcPOq?D?fx`w8fiK&^ng{76Vi>sTvho@I?NN8AiL}XNQN@`kqMrKxV zNoiSmMP*fUOKV$uM`zch$y26In?7UatVN5LEM2yI#mZHiHgDOwZTpU$yAB;ba`f2o z6DLnyx_ss8wd*%--g@}x@sp>|p1*kc>f@)+U%r0({^RE_kiQrin8CgR5fG1|`Ad+2 ziIItgg_(sNL#Nz~4os{_Ry;>bO1x z-CnojgUE)r(JzBC^6x7IG%GF}B}LyxDj{c_Ukc>5KJ~?X&!E z^}Rnd>+AideX`wUSJp}#uV3ZW{#_ggEOW$UlhL%ZXiocxj(fjPJS^%lx$-c`jo5 zba{>#3q!o@)lL3M+VAIDeY+fZ`R!J2?v8i4dW#|#%rc%jQG#g=e}N-ggZiR<`hS<$ zXX}PtkK6rW`=Ot?585u?lJ3o192pfZW6)w2qVXhO;rTW;&X3XcBL6N~9o_!z>9n;U z&0bw>`&gKfZ+E^we)5y!P#0Z4c>mVv|(lO8)T`>-VaD43Sg& zp<4WyS1fYvrQZ(IzTKVrQAH;)?U=h;*kk1#3;3>e{n_@xyxY$5$NeMM?n!^x-*1y% zzv@nVM#6uFmcESbEJ1HS+pJp5wd7NE_|p1ATmEjUf1&!={*TV%{|rxNG5r45_2c)q z>JR2`4VTm;T-YivfA7aUf8Imszq9WCn5nl&;h=)=Ma~=B&jtVR!C&Kf*t(dK_~($o%TM=h3qEXQZd9mZs^s7p&?jyfBCP+CGCH^&b{LmOuVF z`n=f5M;y<#d)_iEUvuA!WfPCk##O5mc=`^yJ6>pD{N?Fdms?}^WAaDk2mD9FKV0uv zzg}&_rd<)GzFL`QF3gzCex_UfY3>?Xug5m&%3Xg|+`=7RIcxJYS$8o+X{_(wpUr>E z`Dj_3)$SklA6~uO@^#~c=(u=CiR#XG_FWpE_%1AYdqTRKxrsf1e@n*tbG>Exx3(XU zvZ^>7eYGY%b9vL6OLw!BUMk-`@L4InwpoS8s&Nu~)UWn$Za*IDADzqg+4uUwCVrup zUTZB|%Z`@{%W#I)w=@|XUgn{^j)8r5U_47!yik3P$(6jI+kPKAThj{V?z6kO-Iw2+Uw{9OxnN_(*QOI42anhM%w;32usx{a@oZiyzbOACv#E zdJk)Dak`45aL~@pNqTCt9Jmfj>uWKjp1bFnyCfcm;%zpHrLHxz8`E53ZvR`iXP3hEK z`}K;>rWmIqP3w--oLMe!9wa@_&4c~omq1qr5eji#Y2CejqF2An@7w-QdFQt2zl~#> z?s-S|E?JoI&|{v>mpeR_#}_ll-T!d^+lddN$GTI~AKldszL>wLRe73sh0C`i4Q%0= z_ZW|ry|s8bIrcxpk^DY;mfX@_=L7r9_I5psP!ou~dH1E!S-y9Ma~1|!vYW;q*}rM~ z!P=ZX6Mj@Z_n7+ADD(R!^(Sj0*&l3SJpbd7{>}T}y04lP7d~FFYw9c;vx~Ry=+61f zu2m*F&-Q$i1w*}X)%E4KUfjw*xW6%~x3Ags&bK<5OYigE&iZ)GlatBwgGT`W84sC~ z1M9o$v-aP7#@`Z^+upIoH}7%a#r1msjwSC76+W!#R{C=~<3Wx)4-5N#KE7+8R$F{T zUbsG`UaX=%c*m^Y0o%9lyZAP3!t_ePwT>OaS0<#~{=)4bulw)JKfd-y;m3WIJ+E`$ zjkMVmpJjbxvXO#bXn*|NZ7c11vcGa&yT|Pvu{JlMi$l?2qN^0EOMrn0;{k@U^=HrD zD3954;Xgx0uafmkF_9|?^NvcMW0-hd!*1ymjqi!^OTI9E?tkm}+syN$_fa!Bl@C|{ zO<#Qfr>@wN%g1i)JSZ3ar{QVC9ZuV(zN_iS3@Z8`Y=0BKGSmFm7V};E=B8Z}h`pW1 zp!4~S@9qtbF4OzJyO!>kx3l_@{^0Ai$=PdO-fCN1xN^xRm9kWGmyVFU+%pzQNBF-- z?fB2oBlRaSm4Dwp zjk{STxIj-B!dTE1KV@TwTvgu`YReB!WzIJ!(bhL!2W~3zr@R3 z>_>Tn5AT|Kr0hS#?Qb2^*1c``eB{WQ`mnH?stN2t+V5X6{P_HjOa8-ik9L>K`;=d9 zn;4y?Td^&wv)AeG!dQtVy{}FM=T%KOY|C0w|G{s*aBS9m?ydcNv0j(-x>vAmKlyv2 z&(dxDxvv%fGc-yq|IffG_Ho+m><7Bq2R_EQtF5lDn!f1>pHJAw)eL8>^U5T?-nuts z{s-T?T+hxQuv7cUb8$+0&=sX7Avg05fv4@;Qk7pVYp{#?Ao_IP+~3|A*MGHM5t}yc zpH5fg^LY*vk93!C8yh}!U{;wo^_Nwh&L17-e_rv;_8%&9|1%uD{w#NT`+tUqIzO(= zllUEf<3GdJJ&xb>w^Y`pPkrXUx$I8wjdO()=STfY+@IKXtL#qz%Qtq%1OFK=buoO- zza4&bmi&?a-l!Zqjv3kY>6aH>KC&$DjeYpU&AeZ`ui-CV`K!j!LT= z+azO8IanNIx3Edu@AfCTR&4o)>5*3!u(*~lIB%7{?t0^ly0!*;i~kI%{$dsN2jyi- z;)N;}{bzV16}qKd+vK0mq__Gk9s9Mk4Nn`$@O}OEpW%DU z&BF(7`5)=;zUALydb;~{HTRLZOD3JYs>)^&dyHF~ZJ6gzh8^I6O(I3^@^#2`Pb?an~;{21IW$p7!@~2*%@-(8)y=vtL|8KP)(htQ8 z#lF5LbLH#r-LrQarz^#u=U(9S;wPh$^PC0mUmvY{%TTlRH{YL#AB`WCqdwa1?=}6; z@YZ8Z?%I1d>yEQnOU^tje^=?bg=}$r&_!24|zx$51~p8qa# z9WD4M@Z0OjRAn3CnEH-A{vR%X%lM!+b@ASH%h{&eT>jg~U1~05{Ji?<-1hG~POiKE zNdAaD+aJ5_o97?1dJ^RmzV2k+C0FJ5T8xRGG>;isUGsf5`NQGI^{pm|d zp8Y8^_nbJit<28uHS^Tt4;|$BA~V0w-*W%0esyi$giJH>O~-X!njY#@+R`axKP6pX zF;qs+LH8WP*}4gfRw*rFShbje@6dkJ`mA`S$UovgE~m}o+_!5}Q*^{uZy6t-ZTZiv z-tu2*xHyUPIXlaolz%OM46mnubU)nB`=jqAQ%qJ>=+--@7BkpPTy18%$xnlM(fVn7 z?0;*&Dzle)^rO4}(P{3}rPt-dvi&!ieNzjY==SKw36Ybk2j92-llc+<;6;t)!xs_j zYEG|SS@`U(mjmmae-aD@>>`Xe!;i*qUw(A;T=($)hw5!<6Cd|p+*-`$?QeLn?@sax zNgnqyE&G=1*X|4c@y&m5pD}x$=FWhNFUySXw5ZD^Yt3ExpMfby|8YF$zoT|yJAQP3 z{Pg;moPuuEF2~%kXP#^|w@=FaO!@szU*UUC0Q=SZn~oo{j&F_UPilK5ar;Qsq&2_R zJZ4#){Io^>-2#>BjmdYCA9~cJCNHnMTpnk2{o$;4*RCI#F4cTgg7wCdbstwf?_22b zW&M?|KLx4G@W3pX~c`^W5AE5c)bxUS2X)i*g&v~}BTBylg7u)h;nU-p=0S zT2ua?f#ub%-QAD#mS%FB-+X>yS>|P%noWnd?prXY{y;B7T_d;=3u?%cj~PGyXL!5( zw|zzPkvf&hkJKCALtvVRdp0+o zY|@T4&QE4GXT9b2*y7z8KjXgT_67gW?dMhc5&YrU`NM1v_14dG+kHj7M_`iQ1Lo~E zZ@E@2n76yQaZdQ6iw^SKbywzZ&hPv(Up)55+Ih@?ab3RG-_>?zKgy1l*t*^J-MhQ9W~15iQZmxv9V}7D+MnxVcO@Hw}xX=C4 zPV__G+=sSCjDKe*W^Fq$iQ)DY{u$eoA}0B-RNMAq0sr~;w~W6fee`dsaV~x&-@YsN z+WLntQ;gm7Gq~?Y$UILw_}Pm8Vd_cd_a!GE=Kiy*DZluZt)(V)jr)emYQ43}lOB{E z`>AY{{_$+x+=~wKv*LN{IR1qGIQ(e++t@7Lpi8HoIeg!BZ{7OoaZj25T-s(K@t{P7 z>#y(!`!bpJe{3QPP<5>Fk}&a&L}IQ{Sn!ZN&oq)A?=jpGxM*|7X~E zNdB+3=&#AHB8)!||E|0lbL-#5syUyJotAytyXJzBMT#KDN%;>di9f<`#tB{f@}EKA z-)Xa7%VrkoDdcn6_#8;inRr{`N$|UMYxpni4eDa}GvP<@`?5A)9d3{Sd#|LbD-G5ulu+uV=x zN8^R|m_JJ{+S1wO z+u}DK^AG(T>IN5{}~Lotyv?o z+Qsuh9((iUf|v(s`%FHtAIV=^CCS@b)8Dx z_@uf^R@c^kSpThb*7F0`mwWHHBy{TBxnQ26pM~rmAGcmv`Lp6>-0_(AN9qM$#fg8I zdTry9itK=ox?gfS`R1nn+Z2|@J?Ftgw<1421{1~y@*D0S&6lt7yiyY`-dpYHKh;vd2akDcla>BN$1OJjg~^UY2lW3YmT3P+WBPiNtIdO^KV*zYx}tT z==_fB|71SO&3yPf+PhZG`${#3nkV;~3kz8GtTTJ$_I6I=*;+?ehMMpH8CV&v-S+;$ ztlDJ9w|-UhEd%yRt9K>;NK^gudiH;Yro5Mi2S1!YGV9(M@9H(&Nwq-|f$gu2!>_zq zb(n|oSCNxsKfbR1=id3B;YGsuCU#F-o}MihEo==c1xf5sQ#C%Y5(v44C?`EnV&kF}nG;HSeGOGiN@jnE$WcH~HUxhLispj$TCNUYjdYpYf=E_9y-~ zZ_GdaOC#j$z`u(-|K*>sr>~>0*-c;dW8SyBOaC*ptd8jC-!7j$;hX&1>g(Y#`EB-( z5B_I(z4D*a_C9-o7w2MbE!!{MH7~xsqQmjH+x)s|CUut|)&G*-+W&`h@_&Zz#c%CE zp|?BYKf{5U_CIz_>U#F?($RYJCsp+~e&|2>6DfbI#{WNqbJ@oK42?$hA4_VNANkMl z#XMX7hcGB6g96>ZP16QN#_@yo>W@zRBVfAymW}aef3knG$cV0yGgr}?gt%&u{{xtuVXZ#zN1 zxFEDU>X&B7r0V%1i~5}Z3HF16>OaGp`uj!oA5Ymol=x`>m;cxCzu(pWGsvvl*EK)e z?%^q76xy!&-L7TH|HI7&6tVv{{%5E?`Jdsq#(##EWKi7Nzn1@gXa1j}UB5KGZGI=S z;t85vi_zWk`o-c~=XVq>o`7ybKe`>->lgLY%b9EXS#SQBf21mA`~45IUW@HkH_Z9G zq~>ABbL->Z_j`TGdi;<3Kf{T&#s3-N*Z*f&pqlAdRK3xpv;LvTNBh4byvhH5fuiK% ze+G`_poF#{TmJi%`G3lGTWNc5jFd_Lqcl(bKf|KNHTCy{>ObDHN7Z&c-Bmm>rEva- zu8R5py4XNr?D?PJc*cK*mS9jA2blK%e&zqqI(Du|Z0p2h^@lVc)&J6vI{x>o`hN!5 z#s38Th5s{Lbhu{!ex?17w`C=PWn%7<=uYYX;R=dESLTTS4EvV+XL!8z=0(>V1LC&E z`a{8w>VHXm?f=6&`A^20DvjOT%3INDhVws!|2Yc%XSjawKf{HvU0gq7@_!%s>%a2g ze+DMGMpuz=!%MgZMn#YPNd9Ld|8Lj)C)%6VnID$__~1Xo*DL=S6k`ScGnCI?Qy-LB zzxVK^_=T%oMZzWDvWf&c;KH)(2k-wB%d3C=b^jNZb=P*RZ{Gh&=gxnI>#yryaK^5! zE%~QbSJ2d@u~Gt8Zzo*-L;OG2?D@a`*8gSH-muR8!Tvv8*X_Ul`p@u-DQwHGN#`DQ zX{>F* zmuM{NV!(#Adp{iiQ(^zN)c!6=AZhPb!Wt+OrQL` zJ1IO}%~(*&FsAG6ZsmEC4^=H%_SEcM{jPPzzZ$fK9!cgt%Sh{8JkgJ9!;`RoQy=;I ze$_~xdoAM01V!J5WObROwSOGj6t-<{U|F(h@++%<^RI1N*}gESXVt}BPwzbw`6&7@ zGH7l3*{ywUT^j36zBF}dEMNlR9rtK6r*}qkO?cXUY(UY~X_1oK$sLIVo_Yd56U6G=}K25rgk5lE>@1(iwe(X9OcHzmU zS;sQ}WboTt;y6yiOrrx?P`l0-v>+Jcz{^tK>)ZV&&-TWix&j|#&iYh}A|Ej2W z%d;0}np;hMoZH5tQycM(`OX~vV+}(886q!!`Pm}=Yi;Y2rR6O19tw7RJ!osOS}eS5 z`?c4Fsl~i!bUcKd6-q5$pLnz{_oL;Nude?YT9yYsEah(ZaNopu`R~LDi(h2ltmFRA zaMFJBe};9F{xiHt+cL#6^rYYObXSqERCxJR_@9CGKf{wSP{n^8T=8?ES5Dd9D|Oy! zEb6-92yNT5+D3<5-ZDFW%d7AWQLb~?CVrg!!q$Jo8teRyINlvIoaJ^iBo)q7E{XsB zati;oJ=Mp`!|&<;n5;H$)5E&!->egkKkaqSz1v?SW_tO@=7+Y^WU^Nn}xa>uXjZ37i8jjhlkSl%?yRfO>tTG{{n59fadh0gld5B@W}(2ixT zS!e$DQQh(@3I7=y`5hK@Y0r2Gj-vNA>a16+EPq!ozd6%e$>R5_swcmy!`b8d*SUSK zlbfk??9s=S4ttL|9{8hu<<#SJtGP+r-c?r4+0ts)`~JqtrS*qQ|1PjQ{N(R)_56E( zjgLQ#xM$JyGe4-hJ$$=m#I_#RZ+8FwzSef%x^s4Dqhjy(HC>*^?;das~-!zVy<6~jk564ShOb?QJ6liG5pUU$N!%p z*8h{}&2Z_5{Xag`|9VwFVO>Z4?(^5|SDNg<_wc3ug{zCYw0pjR3Ig`yDifcdo;caI zY)<&%8olz#?mP9~9Dgh8dHzG!=d3UFt@WSScKv5q-~V@N_T^L2zfOHg@1M8ytJ$CH z&kF0b{xeLR9PpoEefz)C`+v*=Yz$gTGh^nT7d=q1`k$Mx^S^!aKd8;m!CL?^i{tWSbQJT=-Z*Xqi#*>*JQ|OsY`Qb1eHJe z;Jz;V;!J7p58Cb}4i#%oZLpou!}xQ8_M+a%q)@NYq$xqQW_O+(3Fs3F$+|eZXma?q z@3;R+|C9JsrLkyV#jg$I<>62D@^LX0=Z}@$0Hj^W6-Mw{Eo$tdd!Num5PuicYo4Z|gF8lFl>sou)3p#6+1rIV#R1Uns zF!jnG@&62y>eK%-#H#*hxNx?Tzh}#R@f)r=HG!&+7jNdU`F+q_S@M{~@(ENk|7 z=qKz;-}i*;oGv(s`{AW0Cd$)LAVYuqMJe9AuO@v~gAloKJ zJ^!~q{y&3**R|98?;_`_6i#o;AUsyB)iW~iUt@zwI{vz_|g z_e?ilF6rLOb;)&p;I59N3c(Y(3=ZCX=V&3{f8F@e^CQx;xp&ssFFg6wr&-)w`}>rM z-^DLHUioL${=@ZcO{Lw@AC0DeHdG1gsry#RtN!`+&tCyb{tb3=ySAIhDemlD+?TPZ zJK-?vb%o8fMhp0l?aiAg8Yn90w5o@JjX`e87SM_Y9?C20uy4(eEVuk{-SYA02mamX zBG`fK#ode|gh+-32_biS+CN>#g( zuXnb)@y*|y_3E0fl)U`QV>)M3OEx9HTX#)0}lv(Cwx}2(&N$vss^7@@JK%b9{?%`bd)pYV@G{~1De@5}zH zvh~P&%`=zMpC#4rd>>l>(63_tzxplpzkjR$XOLcBwy3-7_^dy=ANV#t%op%qktJ>> zbX0Y<6ARzd?c&aN-Q_jcdqLX8Y@o0J;nDUr4cphC+<}gfYr9j(P1_RZzxV1k{`Fk? z?>oO|UE5lbz?k$cpeVwH$x6x?W1grzj&+B2{AXzT&+th*2Gr5}&+vjX>e4H3>n@E& z+XT?Pg2ZS194Zp%AiKWN{)wRe-x~S9tl10J@H16Jy^p!1y1O}M-oc;;$C6!Cghc(` zNmM=lu=YR0kMLdne|fjpe}B3E$J2_hpKe}Vsku_O)<3E(l`G_mOkAU@{D<|W^1r0> z{xiJ43?9mfdu9K{?CyVt`^)|_Jf1rJo6CQOnRROSZ(aBo{)1Jd{?Ohl^)GUF|7Y0m z`=0?cPSaYw;y=TM+vWcm>Sq6E=nMQi(f(O{M}4;Q&-e!-f&Uq}z6btiSh(%|zrW`H z8Dtj!6MeV%KZA4b{lCBR|5>_2j92`-mj7veL!kQ~?Yr*(+HUXv{pJ3jqJ9+D%ik3K zm-?gq+ZOw&{}>54drEzZ|Ig`<Vz$f4}(8&@1PA|1V4We};YiKQ4Za zs{j14_KfAn_|FgjGdu|V&tSX|r`i3hF8^nk-~BG}eAj=5`TYMGnEHRtE=|e(^t(+OYY5{=^sa)r9}~QU61v{>+Pvb=4<#|7Tdx^Pl1S z#s3UaHnaEt;yC}Gp;rFm;#XV#GdzFvdq(l2{m&2oXE?CHS|a zrux5M{%82H%N~Vy`nNadpZ^Ta{}~j2bIt8{U9{)*Z|2zl3=0nj{b$%W|35?bVhlb^ zhr%~eYq@UM%Ij#ZaL3?J6aM+1f&HK38?7>1v98bS-|&|IYv=X;_pAP&UOx)wt&aNV zfBb)%Z-l(5(iMFke?#j1Up}enf4}@^_!BFS%DWZe|NM{qPxcKfZxHgP{gw^$&;PLh z#Ge?v@x_+#x%COz`@dLZ#ecv2pW$N(8ZR@^e*TC0Cvu0DCtu9&|Dpe%L22vxzjgcn zHB6oQw{hKnh6@i@*5CL4&v5iweM5oJO1XWZ(og9`UT#V+wEFV|DpZ${V&$9>VN!a02ey~f2;qs*ZTiwkOviOSKlh7 zrUf{rso3;FPX=LI!B z-4^09EE09ZaBH^qgZF>B&F#Pby8nwQ{6b1SumAK{g-QQT-n!^2`fg4mE^|PRIu{b? zS~{WXJ@WYBx<@oAK&u7pZ_F!c*cJQ z=4buI?e+JkFaFCtCD65k{XT5u0vx>1Q4APcR{gO3PlogV8RC8aGb~tIYI?fH_&>u0 zp8pJAzuf=D6&@U8IsNxt|M*Y#Rtx`_hy=P8O5rpvwMOo!5N(>HTm;l_gW}+;TYarP zxBm89TFts7@<67%q+Ros-&_nkU5mcm7uX|RXwYU`#&G1Zk=u*?-!E&(uPwP~Q-^{Z;~jq2+`^Z9HXF6J9WtgbIO zRs2iOKI+Az|&y8rzr z>3*fBG5pQ)(`Qe;eUbikmCV2MbBoJ%?SGbf(N%Qj4rptT@e+DOZ%0cBhiBIBz4G-x zgYxH9@`oK=MZyJF1iE^C`@F;{yv?=eOVSeNAD093Q?!@3x{4-UJN52G8i(ZZ^^QMh z6|^k-nY8XtQ$t@Fdze|O%s+s*E)pPKE>8Mo=#a<+>`t2wMaXNrVuH~Spzl{C+&$6Bgu z!<3lVC2LOmnwE$Jx+=DkpYTGZ|E9ZNekKtAYMa=ksdt2`TiledvwV5fpdT1;GxpZ~ z=(R_uo-sGrsNl)dc;)eW<*r$vu|PPsD_Yd0y{7p(XjBww>aAS#FzO)4I}P}(!uq*; z(o1U}{b%Sj%6zRS{_z4}bPJ z&vYbDf#pBLYQ=^G+r9^dZ)&s4AARr5DY>ik-f7Fk^ecIb3_V1iIQ1BmS5NR`fBf~t z59WujR~MH)lAdwP;#v2JZ9E3CMcn3>wHW?nHoh(a1u`sSken&lm)EG~8l89Bv2(|+ zZC%eYyXJn<+IE1A-R{XX)#v?R53bp>!CU;MSdbXMu16~S&SORHHP&=z9u*+<=AX~(h#O4y7T6g=km1}#SUhO@xbMxE>GaVT(Jm~ql>iAh5uc9dJnlqoY zf-7?t`&FI#_V4ZWFXv-F-tRo$w)XA9&D**>pRs4uw7ABUNqqgQ`H$nHz(=?FrLuR| zc-HClwv?S;Z z^V!Ltj;!KiwA(Z5<>5zJ*Vor$Dg|2Kl9ladV#ns4i3-wC+zDkFvu?uogQZ!7gt&Iw)pjjRaq^z z%a5kkN3)6qM$QHm=Ooqwizjz^X?I+CnOkEiYjh5=3Nf4nxPI19t#-1 zn4Y_FQgLsCr2OBc@88#TAFcnyE&ugGy>h(2(^9S(Qs<`HMeBXv`P|RAH>23=xpBJq z{BjY?W8b;_AIIjcESnYERT-%HJV`$>rY7&>iA~C)sg^8dE7N!F+{v}s=TpK5&hw^E zA8dTh?Uto|f7`|(=q+yA7$ z7%ZB!?(e)~_uE4iFV=jG*?8w{-*U;vU)D^$zW&JX(~3U-8CKsi>|Y;s;lq+}Z)T4( zth?t=^>{Kr@MW<2H^F_-kwPai5k; zt*NRq-#WAB>uueCepwf_OJB^jBvkc|)J^}p%9^JiWj(hiDh z6$y;D9b>!sGQ(w;l7te4I) zP)vSxe1qJR2X&^Omv^39zDoa(s#QPtiWn;=+X;O0-}JP~JI6IXeto)M^2fQ`2Y;os zL`8eF25 z<=^>#yS)E1ES&Y`bq~6LW{ppF!lEus#F*=;E{%1Y_+vo|;m!Cv;ru9#NyuCyXufgJ zV%$T*tFOL3@-@HZpT_>HdGBZaXYkZ5v_4gAGV|w*`R}SPD80uuU>v?)X_e9raf=6Ee_wK z`Y8H5f2{GLMcI{x&kh}D+;~Us*zP4iW-gJ~^iBMbPwfSP{`2Ku*1HKF4qYyCUuW9C z^z+wN&P*&6E^Ob@vh8|uc2M}X4=fj7=}3iK?(*_H7k~PAe9ZOkh^X_m)x2{z<m0&zErioDfXDSm{m|iy-?zv zds4>Hu;p=UlIHK)vLkhdj~h34P*Lx5?X99e^pAX*tM7TSMs)GszZdzf)~U={7uoqw zM0WqV?DICUk5>P!3+nL^%PN|n`TE`Qo$DU|6N_v8&tNxe`rqIF|MdEQL{^Fa`IQy_ z{jL3vU9Z=?@Z*}JrEz@Y(}c&pi$kxkZJYA!*S0NR;;&D9awTkkkEw-ezhG>Z*-0%| zy|arPn0XX}=Lp{kbFJ9yWt3^X_)Vr)a7(Ic+O@lTKr16mK*4Y2-&X&LasI!3v;Q+V zdcDe?_9Oj2gM#FLhSx9me-T-?Y)7&F_g(Y$KdCEq{*j@vsOyob`iB1u{jckPz1n|n zm%r$Lh7&sV*B$@#7K@!z+S%pC(o%3-?%39^d*g0>JL4?mwRVqL1W)<*^~ua}b8TcZ zyu$KR?>kT0qN=qaGovSzb%utd$^))fU(TA{_uKy4_hhhE&t|#KFYB`Xr&;JH%?daw z*et+q6Ylz-fm3w)pHDmfGwgH!arMc2ZvRleHBZ%!z?>bp;ova&Nimq=U_{%pGM>VJl6iGQUh*6w+0KS8P9*y46y*0ag0PAASd z^>f1Hxl10)dtJ9v-g5hh@VhSuj(=XaYO2AES0#77=JaWujlP_}_@*j*7kR)>?tWrWS?K5 z_9WTjuuR$dCD~m+Rz9?KKN|K;@a5+ym)yChf4(_v-Ehoc`K7JB-g`X@E&ZFq;#9;p z#2erF&yXnbG&FuozkXf)^Lg)fp0`+^u&(~$x6aas@40WkEZ^j;a&h;@3{UOTLRJmc zzrq~@&C5VND33#+(yL2j0sov8i@IJbe7%p}_bb4dK*zpF1~yqma!CV9?$|KtSpb_U zV6js_tdUkOtVWB(ea*^0vTF7RcZ+}XyVj+#zT^p5lLq!xJY+Pp7j+?;+%Ps$KluwU zQZsg)%<&)cCe?GS|NYr3{~~5lm-Yd>Kd`XHM!&R^{LgTLt^U`q{J*T)E7wIood2gG z{XfI{W&as21nrvj@XY>uud4ntO#FG3|KWl~UD_R2uo(jq(?%Xj2wRKRlljHd|8V7} zzkWLLH?5;I7VW(}0i*{P{z+Q>2~CAe$n?ItOZAU$?!Rw;BK(3W(jdc*V)+L(7vB}U z|NZGp{lcOyjr9z_KfuBj3(dR)t?=BLk6O648~tafUitc;`|}X{wx%wPb;_m#@Y0Y$%k6RB~DV&&K|NQ=={|sm9k)`{$XW#!~m{tEn;6KBkP@^up zz44%>(}xb!pWlD_W957`I`Ul7gtOIzrOl={m%Xq_8T_DpZd@6LGwSu zCztz~^Z!+y{LfG;Wp~;B&)3QSewp%uyjc2O{}cZk9q~{5|8Uj+nP`41{XfIJP4)NP z`nR0_&tRMKpJ89GGbo@z?ra_`&b(IP?zwOO<&;^sBX@3eGz^xh-ry(lyiIQZ(wzSc zhb&juU$|WRpP|40W66Bp{ZH7<|JH2(*R=KWb+hCd;mf;La%@fc&oIp{&i&byj6)%p z>t|ce|KV<$|4S-=|Ht>B<{T1dSC)4F?_lA(^$!gHGd%INZLweWpW)22`iC-C_rJ*8 z_n+bT{vW&SQFt#`EJo;XzTx~U|IfMfe}ZSD|FzA2|EC%>8G^!FH>=BjtD)`nf6Vg# zT!yO!&-U1vDyRKtNWS{+&EwB}L7I||7BU~)ZSA$b?E1VOu{yJA22X8e;7YZtm-}6| z?@!5YJruOMqepGsnqT{s?wQ{IC0VNf`wu8bOI)vik$PqS`_KOwK89v>UH|PY_y^Ql zQNH!>#KHdz>YxH)b#M8U}| z{xkIJ2Y*?!`0ugl%YU|t1jamvua|-K@L{y*x$RLeR?p4by7)gs+59#2!L#H)87}@O z`7cnYOJlvoF9m$nFiOJZC1jgspQ$N?le|-9?Zt9f!9hbiRXE0dQr9J11 z6UZ6Z@Xl+mV?~SCUfWXt?(*0ESH;f%+)U~Z+n-VjbQOIr?*a=+Y;=|S;rySBXa6(A z>w-6leLYiS_Mc&b%>A#Q?*HPt?jN&r{qLusNfYJ6{~5RxT}8qfH$cbTp)(bTS&Q(w z74WS97qidpL0WS8CiVWiueHg)=1Rza-|-8wbo#!Eu8j6UD|KYpY8R9O`FB6 zs`CF+ZT|cDPp+NurrrN+_WEDi)c;*7ZvHcoK-c1V9iem04t);V9qlb4S2=sp`sFKa z+xLd8_xs^>D|KFPVR2z;uIQP|qSjABa~pX0YEQ1~(G`ta)LrJzmfAB-nD5mw^J>-C zFA|p@?iVnLJ~K`0{vD$^|GN9H?Yx`sex)RPBHO~8i^e=F&xN*cl#zPz-ll#XZ|c*g zhTkG=2~ zpHS7x^7!L1d#Nw`Wq-{1k#+Buv~|Xkc?o6hCtO00C-%o*+ITo|p;g{m_l(7x4bEf- zt>-b5(+Zxp>&?Wcx7N3RovUYW^q;|hmd1aE{f9MvO`M>uw|DVDIVCxb%kLKN-rA|! z&8@{3c(w63`wKVA^?D!M=E_ZeW zZ%4n*<8`x5QUYB?k5nsy<_Tk7m#*vDdF^$S{rAjY$G=)G{Li2)W&d#gQ$dYIU7!0G zf%-)%+nTaxcf5W3s4{J0(;|h_hPDms?wx-a-j%0&WRtXXnzCKYX4(5cUQPUU?fn5? zF?I1-UrtC~+;^T)`P~QZi9bZ;=cZR2e&n}TzEdyZQl9em&D*9NS^ZSIa<(6*N>io6 zm*b+Zf({2PcMLlcfA6O9v%<(})`GqBgc%m?6yNjo{>Bp(vkyldZ%>c->K!b#|JTlt zckaIg|MZ*o$4!571(3UW9TRv`q@*k<-tysyGz$?+k5L}_G&rMWY&~g z2WXCDe1Y14G5m1*pF?r|_0#n)v}0|Hp6!1>)wce`pML&78m%HB*8=`7dM9Dr`%YxO z&#Z?%F;5n4Pg{F4wtvgU-Mb~XH{PlGB0qEaotM+Uy@-oW=dzmE#QrokY<0yf-=<1K zP0O27-$dD(SMOV>eApywlh!-dD#3rgwff)e_(a8|O5?ZGMajrVt$OrI-dv>h8R=_YSgP5T*;=xC#F zQzv?|<@8IprKz31t7>=Oxwf{_lt2Aj&;B27>-RrjyZ!H%`wt__uU(3~YrAKu_cEi9 zk0;J%_^!&H(0ggm#{RGd{+A(=&-d>O)_ylFEc9-J?d~v%qs^Jl{G6KcZ|mb)FO}w3 zZp~NnwfEh4_|ESq=g-mpJ#_{bK}}t)p?FH;;=%KqlEH`C9A8p9x*RJ zU&xayQ6t2^He~($)e?vD49mUO7w^*DGTYHrB!ovBrHp*B^?97ce};bc{|xJv|K$2+ z^!|I*zKwtVdia0esfDb6&8P+MdN18|{mSQm-0{O}=D%UR{26(4l+W zk?ZC^JFh&=QfcC%sZy3A52v(m zxwU2fgG#=72iN4+R(1=Qc&)5vJ8-}B;Hm8wt~);Bmw45=##gjuCGQ?15$4mp``KA0 z)z)tGyIvEUx;mpM(l=S_%qflpx2uJB%8!3pH*3oVKcgO%E7NOdo^;!mw3IWXt8jYm z#bXy;MW4<)0m}%7FS?3;d;aX$GDNE*)D~Wmte z`gRYaNmV!7RFg-OCKXTr^zr(2)0YqDZ(VHVXR|H(Kf}z=l}*348TF|dKYv!GzIO7q z`*riuyKmf!jkwc2+wvag6aiU2j`LBo-hB?ambb{ebNSx+@7(y$-1#QT+PdcZ^$j;~ ztNmP7&|!PF>fQ7uFZOX=y!Y=#``mCLzi^!+{~5UW?mss@+P2W@$3$7EmQwF zRJ~E-lBe%wU6u9vwdC5v`Px5EcK0FcKzSFx_W1w#XV;YLpBO! z#(nd<{`vDJ+we#AttETo4+p)zl@hS@jA88pPYwouIiupfJw^O+hB4&_|1G1x2&_+M&lXjY$vPBR-OK8|)*GGw#x2$59Z~avt=N91;XPCNm#l>f{f}i?k z{fvE|Kk4$KofDT@FUv`t+3BjGe<}Lrvur}&H!xs5Jl^OpTzFvxd zvUUH%zv&O}p4*tu*2_0%`#X=8qst|3TUZ{>k$7zT>irSx`+QNE5!Wx>oEPyV+TZHN z>Gs>VpIZC-RjmGIb0exNRCxE^UnNEr_k7OtYa~7uWla^|eLr^3yMO8DrUbgy9Q+jk z%XcJHKvw1zPa>6*)+|@(yK)OQY4E^z`NEC1NAF&}5Hc%$I(vg(<+}dERyotMzL(o8 z?|Pv5PxSTqr$L!jsoQ4ee_Oq1S!nE;>UH!_#X! zkM6$m+wk?P`(N|T3cURGzPuFHAEvgsocGE?q2|@;lYh;+v-f(AVuy{7p1cLu zp1Nf_qa|3+-YI+LDEGPdNV;fs*u}IBt*Jtlr~ITjd$+bpOZNt>?N}=E?%n3^7B z1ueOgsJ`(+X4D+1MV`X0TN{2(+?U{*{I@gbPaunjec2gV#y6IaKa0F)zkT}KN(zgTr$1v389rI9 z;hbI9c5TJCf+O3-yCjqC6_jn}JH8H#y!Z0gCL2ZbgrZ3r=WJa=KjsLXO_e^fv?X^M z^JUp=`$J}*W+SlUwK7K&uL$?7tu?<~{ZrCuN-VqCS6A7*6A|~f zczO2po}BL-lAV3@lXjLz!;>Wm@+(!Y>DKfm`-yA}Rpgy)Yb8{)TKVsgi^%uq7?7w9-dHzGuXIEeRXW;tJ@PxPYKSR9yZ>{Ugr)>W^ z^~HI4Tklu7Ki8jm^e6N`gRk~+o%Zvz8$O2r>6z93x5obS zy4w#+Pn}$JHh2C!$02bjt|d@ef;v{ zQNh8ESsssB^3GfL75P68thnyHY5&FhA)7p|Wjy}ue9S=AC*}F|zTz0Wt;^$Xzc#+@ z&9YY8>$bs?_a`6p$6Q}*WH$XlSl^3=kC9UostqNWKP!a0N^Lr_YRapl8cTlV?mXGC zP)23N)x~B{)z+_lzx|K-AHyeK0$po9euZ!J;CB@Xzde7p)GT=4Cgclj4P4Q_Z1F#p zRr8mo%D*$&Ykx*#QP*=@fwkv3E2e!ueBI~6idpx3DmQFAkW2eQ zWoopp7_xJ^<-_BdlRnhdH;c(Te`!@_! zdN;Ydr0ACx^1`o%RjIC7j->f9aXyYym?u9V!@Px zDO0r!w*+o}ur}zv>qpmVD@!KrF)$X7XwWHIQaFjdKI+9j&5F}LAAR?>RMm)2lrAr; zw-rfONR~)`8KWw?q|j8^^HQ|2)Xq|_9V?Qa)>W+5EqQ$z+?Snu5Y(XpEwWsM)*U~N z)?Gh6>p#Q35YXDTPd4@+7KtYNO|#HnI4d;GCE@(Q|<@C7)w_tuC#Vj67Xy^1D~HeYwVp zts5`htC;GOnyZj-e6eSrJ!8z1zE2*PJdV!n^Rzu{)^%RIe|=Bp)v0ekxdtufisv#f zSubF_N1OLbuGWe}o954!oA)*C^^uE}Dbdk8i!YpPV1IgT=Pd1IlGn^c{?3{=Z`R*u z`JA4oXD%*0lL5znU1b>?$W-|M+B>w1*!hh1A0KDN8Pczoent*F+L zDL*e?FS;vXRd;sv>WD8HHTBCSHk(epbh3Zf?ufcd`BOXRi&o5g9>v7c|K{7O;?0&i zwVwZ`p1&Atx|zo{qR8__VZf;kTh!kw%GTU{16r>t*8$20pgp_fHE*#`y%N#*!nP(E zB*so+>J$ldEszEceqqIx*AYkL>=i?;WRAuDdmnzye&xl+{|wdrki!zz@-GGrDd583 zVaPjwZd^f(sx3#F1^XPa|MBT7f3-FKGZZd;`7hB`B;4`^&H=mPwbyoOJ&#_S@t@)D z^4IcLp0)q!$@tIERzJmMQJ3~PyAE74nIQ2m{%!X^G0*U#a3;bElze+Fln`9FB-L9;0+yiL#loc_rFby5GH z-}P0NT-xjZGqk4K|K%wHPsu!bfyRZn$o^WF{pYuTUp&!RxBs8$l>ZE03{U=NXgCg@ zd_m*?)~i3WUx1EYcpkmBs{fC+=6{A4$&>#xF!ujv5RZA@yhr*!1E<(b)%V}}Z*KER zy7?skoTy*%j{2%On_g-KHBY*B_gBm*8&A)qh4D9cyLv{wUc3Lq6OHwr{~222>|dDw zXP7kq?_Bv0tB?O>`_J$x_&>wub^dQ=)?59a`Ko?hiT(2{`@U3e6@6)stYYy$(Te{J z3-15(s{d9}pK|)=^*e|E7BBqIV7K)9;34(w3^6b2&#$a~@i|NTQvJj5{$ITR8J;Zv¥p zqW9m)>7Uo{Z2$G#`CqN~d-vIaag+ZuaP6tTkpG`S)&94YJ&M+EKKtj^p0U4fCI9(V ze3i|ut}pX{gg*Y)T>n$^Kf}$7s5&>L{(1c_@!!r1{~6{7{l56@O8Aoh42Rasf06#r zaMJ(Zxqf7=e<$ldk1yu`danJ?uj%(X_MuEZSRaU!*n4eDW!~DYuX}BU9vn;RP;c5B1gF{pNi4^6nmm#ksv)+V=kh zWW)cpOW*(f4ZJDPp)~%NOn&|Q+w~t$J^RlPwhFwr%jn;3xnr%O^Zzq&@U8yO;N1KE z@9+G7mhOKPtk(bKGvELH?fxH6N=0^fW@dbea%|`=TCew|GMKF z7rLhZXE?;X>OaGU$JPHC>TZKJ{h(X*YiszwI{lsP*OPBtShV>+!$Zca^)Cwd{%6>q z3*F~~;@!o6qgF$9yuIG|CL=KNKf{NHSNp$M-22aPf7^eC$5ZOjE&R7O^gnpF-q#!7 zOf=T~XZV2}7WNqSL4(HN*PCi7QIwIkxAmxswa;$(@w~#b>y<}%`Q4zx3&q!VtxWaj zbjvD^+IsQJ&g;`3sRoP6r?cJi_g;E?=M|hg?INK&1nnl%Wf$MMwyx)UkairRY(=z# zY@2K!^1CL}Ttx!oL+a`%-FI{lb&JpY>?V|DUUU6hGC<344uFsML9d6Qd}h>rdgu#$ z*KNX>L`0swquL6k`HQ-=U;CdVdbu&OBVg(}%^U4psvTH>GBSf%G zBErNlkITW_j?j1Lkc0jr3k?*?!UIOn{UwcpCNR^ zmMQBVOunOJD7Qm>xd>xbSKFy~*M8m2(^;3ev$d1SBZY6dY^6-d738pFL_4?Sopw9g zI`l|HLr~N|?5fFIwd-%KroIuIn9jJQCgm4@@EZ-Lr=q8C*EoI1J#t9m>kVe%o|Dpx z{xjV7Sx~q2vdc@IY?ZuqJw|JmEA$6sFkXSK$p=LP8T#(q627 z`N}`>eXLiF#Ybk>Jtvda{ynUD{>6^J*-<50A>l32mf4RBew0m(T=M6fS=WVYUuxam zb_!&PofS4XHRowWwcx=uzs>~~mSqQ5g!Fo>bi8Y@XzP~sysu|1amv=U%2cwIc_{Li zTY%R*^uxc+OOHQ`fBD%}{`-$q`5+_K_)YWm&9%2LoPTXa@o&4*v!GG9nbTcG!qQ-y zGuiE3MZ&MmpG5Sw(3-c8tyjMn|KmB?KeAwd_HWq@$)Aob-1hGHK5nUBYMT^39B+Sc z#ceU)#Ej{QXPOe`n?1hr{Q4}G%H`d5!Z$PbN$tF1^4INE^y~*)RBd$N<4y%et!UD9p0xKyyq zVY!k>V)O1hO$GMy>)a2>^T$TdUN3Ox*u~=}ajqK@n_f?d+&43T{jm>!H1akEZPYUH z-gVXwNQZV=&F8oX+9uiv8lMNHC|2F_;H?+8%%1D@aob@gF}pR@jPLx|AIDo&%z0I{ z=s&}u;1wTswH{uge3RkjzY`|{znH#|v)i-dY~T z0-L5EIkt^UW6=cIB4s|5!vMnzW9(6PuI@Sk?@Io>eGKQRTwi=s93S@cA6(JvCaZK& z@9<2PgLb*cSDs&Q!tvQ(tVVs)rC6`8+!uWUElFf%2x>CMED)C~+LEKa_v)vU*J zI@k6({fcYHeJ|;K(e@Opb$g{O(&*=+ahSb)C(DC6`l_?>T3T*ZHe7^%~zSvJ;AOjS(ybfqnzdQQ4Z z`Pss$FXZ`kYBY7%Zaucpggxjp-;JlUnHB!**LRNVmHMi+;$rjD?a}XQzUi~KANE_O zw;Cf1epDmi|KRq_)Brg#_nvtRyBYsgd`ZGrfP#n56AyUv1Mi`RCg|f3>eq3>6F%(OPkU zA%XE_oalcBuHqyA89x7A{GZ|eP5U2rOXqXfFt4eIJ|g@|s`YHkM$fDZjm$f9k6!p5 zc>Gib^Q9Gwy4XO~1PF_g+5}@h@Me$jN3lbdY8$ui-a5%o_Td#}x4hz${AW`uPWyhW zZ3#PmR4C5M+MxOT9^oRxIf;GN;g?L0)`WbRxA@WOYK|{I*D9Hvd-~^F;@ktt62UK{ zjxD{nWXGK42etKuxNqpsd{@7rr)bssTkg~M+kZY^9`k%o_=a%%55HY@efZw`_RH>@ zijy+#-q@lt^=YT9gY94K1uJInmO?qT3FY)rjMD;QQ{dxXmF`E+cbJ=r7yYPro_uO1 zn_gb{drjqc`U{T-{|sM!z4O(5&Od?mtM1-6{WmG38$MvCX=K74LZ`r4(Oz}AJS~7;os#LBeT)lQ_d{kEd za@#G(N{hM{a_XLEsd~1)!u!bfd2+kbTV1YwNAx`n-zWN5g;pSt>C@=gL!s;Olq$i(`-f(b>!Wuhvxm_cze-*&jB2(f|47 z%KrDa>OYoVkGwEP)FLFXKl#+b!L1gCeUOH6RhiiMw3v@YAk~9KSxx(zmb-W#yea`^amcE zsc-!3zVq<@_opxZYdxj0XbFk?_;_F*GZmMEEPrV%+PCG;gq^9YvdRo4)@+qNopCx(ljlvt{21ozjlusJ4mqx` zzmN~w>azSlgOtVs=6^!G)&H8S=Ko{0|8em@11H?tJi-HH!=*Ux}ApoOUNnb0(wR4)*m- zT^daFZ~vD6YmS-@4u`+{K}Qv32SK)+NNFrhVMG(M-~RRfFW#(paImdJo5){|rX$cDL!ImqAs_5Ls0R((*gE&g2}`=4RKwWW{{33Q#n{_WrH{|t_6y+NB{ z{$%{Sf4%;N>B@R=kctG-)M|m7S+nN$xM}OUeY$0IyUW>HLH#fDt|MpvQfn13Pl^S&WkMTp7?3Pd`e+a}{Brv;CVdc?u+|l*%e4is*HbuW z!F%z@}!s7>1bdH>%33^OV} z|7SR#Y5#t)`+WO9-zNY2WfJJVxjhxMd1+19zw+<hHUC zX+T`#__gc)xqsjPB_iB_aF?sxIoauV_MfoZ82$79z5fhn;Eq@fcbCTEn};|3p8k{l qns&YQ@B2U7VQzrC%2lM=q71w{>(|lz=k?Y98H}tn7Ogq)|0V$0$>G`n literal 30488 zcmex=$<%PwSRFvdYWaQ-KK!z}~va+(XvGZ|o z@X3h?ipY@+{vTiv|EDQ{cwTw*63@n1ILW+itY{G$w>`H|qMvW5}awt1(JSZA; z@q>zSQc)8pmzcPOq?D?fx`w8fiK&^ng{76Vi>sTvho@I?NN8AiL}XNQN@`kqMrKxV zNoiSmMP*fUOKV$uM`zch$y26In?7UatVN5LEM2yI#mZHiHgDOwZTpU$yAB;ba`f2o z6DLnyx_ss8wd*%--g@}x@sp>|p1*kc>f@)+U%r0({^RE_kiQrin8CgR5fG1|`Ad+2 ziIItgg_(sNL#Nz~4os{_Ry;>bO1x z-CnojgUE)r(JzBC^6x7IG%GF}B}LyxDj{c_Ukc>5KJ~?X&!E z^}Rnd>+AideX`wUSJp}#uV3ZW{#_ggEOW$UlhL%ZXiocxj(fjPJS^%lx$-c`jo5 zba{>#3q!o@)lL3M+VAIDeY+fZ`R!J2?v8i4dW#|#%rc%jQG#g=e}N-ggZiR<`hS<$ zXX}PtkK6rW`=Ot?585u?lJ3o192pfZW6)w2qVXhO;rTW;&X3XcBL6N~9o_!z>9n;U z&0bw>`&gKfZ+E^we)5y!P#0Z4c>mVv|(lO8)T`>-VaD43Sg& zp<4WyS1fYvrQZ(IzTKVrQAH;)?U=h;*kk1#3;3>e{n_@xyxY$5$NeMM?n!^x-*1y% zzv@nVM#6uFmcESbEJ1HS+pJp5wd7NE_|p1ATmEjUf1&!={*TV%{|rxNG5r45_2c)q z>JR2`4VTm;T-YivfA7aUf8Imszq9WCn5nl&;h=)=Ma~=B&jtVRin^)yNJu>lb^jx!RN(Yn5jy>rxc$L!fI-=I_iug&%eI z_t-xSui*Oi?3_oF+S1~*BQd@v4WdnEaUl$+=kA$wyW$`V^P64TpXVQu-yDBzJ@=2W zc-g&YcgNm7{%v-5wXT!f{!VwDBdv^GpZuX|Hkv9`O$y+7fbDVDjr$C+$yUn z6dnC~MP$m3)=t*gj-NCA?DCeF+w@G}U;JXp#7idWWudMtn+*>zU%7r@zSRD#`5oc% z0;b9zUdR7C^Wo^4`Dt4d6Il*DSXZo>shngkGr`C%z~Wp6^ZQfUr|MJQi&wNCw`bY1 zU+~BBfPWXRs?U3`JwOgjyDVYa=kJqo%fG) z3-Ec^ktTa+)$Zhd7pyO^FAI#HUB~ew_2cqyE#CV@&aUn5PMLE|-?aO>$1KN_9uq}3 zu(`W(S@E^4si;3@FIJznzH>rGobrxc^Zle%c3h5oayGX#=SaViP~Gc-8;Q+R5A!W* zuy@y3k+Uvw@1~|tH@_dW$=1pJ`!sPvy>f5>qpJu-nEiS9+t&|c<2`@8u76}bJF|YX z=?UE@TX)>@66+J`e0<*b!0|a%2BvTSGw}Xr$mwT{$=DWFr+aCut=KP(Aj_2PE&e$k z45?*vAIPNVUGAG{djF5xkH;U}u18$4;eMQbV_j-fBJ16`_a^IHc=uTHl&JEA;?O_d zzqM<`ubn>0-@dM-Gk&t#{A#5-ucH&{xE*BvGxRC_o%^35V{fp#xttaE%E-lsb7l7) zx_RE9XnA7f<2yf;8`wXZudS+G*SqYG^bgS$H(nUWo=<;xR`1)po9ks$CQMM7&(g~9 z=SbsmAFdzEzpef|FX4ylvKtlMF4x|f%1V8D|0d0PYoLwMl=S$S1u_D?=fox6&$GS! zE&aNU<45yv?jO_Jzgl;$-^yKG{Z{T;CTICXsVfqVww`Rh`yIA0e!BnW{DT*Dsx>8- zOy(Bsy*l}{>bJ#vJB^i?o<@BAc{^+Ji(~r(*5*FgvbF2lHI4;MBAg9!=#H@zBakta|EC6KfxEldtmYnjkjSn$?P5fxa*Gonl`z9wR83Am)CL= zS?_Lpz;xd3$nD)MBAylh8A`&VKYo6^zO9ZwHq&g^xw$K{%%x^|E4ilymw2?gJ-c(b zO~>IsL+R@N9|zYT{kZy@)%8E#3p2~FP27|AiX*S=XKQXAomua0@Z0!!9sin|etacEsnWiG3;6r(A1wUOz*o{y z;%oiLZg!^Vwnf*wQ&-HmqJK;DVwcCgHA~H&ujDbl5bpk;f#u~#(`zd~?2h>G^vYVL z7rPp=Yv%71ITfAo?cOH&AA+muKLqAWW^UWZbZHO2=#iqV?cY~c>o`0)nlH71=kT`Y ziT$x_UwZy$V7Yr?UCtloNBIJ0B|S=Yoir3xk}DedBC6AZ>{ewkKRwSF7y0u3mTkTD zD`FipGxHyvSURur38#$5c8ATzav}^yo-gAUFMo9Y&;k1=OMe*uXJDUp|4(dP+Rcjk ze?sSbJs{F%U3U0EXWRB~wN|<|-f7Dm3oWO)-ITNYA$^6(YEof*Vukl%@p-&| zrwbpB>SKL7y={5)RCYzxjJbD<@3VHC-&!MIa?j}RoPFjow{FHoo?iJfr{RPmzvvYq ztsN4HQ|~Nc?hz<%K9>C@|Css3ta{GUxn2w|;Z;1JmsP#3kZgaE!Th=ZTgb=s_CJCj zkGpO`|0=%?~nF($P1aS7ry=Da{Rw5 zUB_oZSXdtS};{|uQ^N=*0vXJD23 zn74LGh4SHhq8q25+I)TaJnv`0ZKc~kbshirGLu=pMDFWzdG7t$w(1YxH=69{%(%~O zoS!Uqeah<{nNMu?^#1F=I%D$N120$^D!;$k{hvWS^5Oa4oOk{+yjYq2<=lR?ec~0* z{|WSW-74?<&#>v={cqYc(|^m~vRV84>UHUF+YI-wyL@SXfSuTn)&GS1+jpsV*B$&j z|L@AI?eb}#_uSXEd|Y<*?&Wo?3?*BC=JWTgDS3Y@@AdJhKgO}QZvB|_IG|!N!)}qO z_e^6xUeS=7`fFnR3^|Suy=@zRhdMv_Tg$lFPHi6diWv_)l&7BT`E7Q0e=kE-@BO#i zAGck-xBkedlEt z%TM)sW`4rspQ}vrdbPFxF8yba`_J&O_{NK}`yaaM6YEpGO=j=kVt4u3&qg-Gr_1i- ze1GjAAM@`}{iobp>VIov|1-S!zV`gB%@1$ac>S=iUJ`xp_RV`Ye0EJ;v)zcLy(a5H zd-9>CzQ^hf1^!HX+`n=C*!kRfd5z+KhL-yLiK17Zf17{Xc(?xk{HdG!_x8Mhdudz! zgT?c-u9~c8t;jztW_*%&-PS^z>8*S=M;hF>8NXV(l(#=bgz?$_&H8UOm)2;1sJX}a zF|ED2IybXaXWI6t=%boH`yx5?MBCm>cy(Oi%e#U-+3Vu|U6q$F*)6N49m{k`yL4Oo z+wB^v0@~BdkJVN3J?^+{%bsvH?&5EeKe8X#mVPKZe@sr{!@HU5v!b?Ke)38{=Os(w zsf#Qj2_f+dH-z@A~!K zxAR@J#C-+n$c?uPS^k;cyg+fY>G*$!ZS&v!eZ(*LW0HTzJob&bUez5FO?~b3zaE|F zv}WV_k58SN7SCyLu(bHJo~Q28e+Fqgxt9SI#X+05?iTA%>?}QN7ig2k#x!Y7&yD{K z+3NT9yJjrlKRaLe)qdIi8E>PGUGo)s_vswF8pqn4vwM4Z?uchf_dMQhXmQSJ&fmko zt^SyFKlDE=ZOJ@e^m#YlmVVN6a{h7CU*)b0b(uA$Ka@X)Kj!b+ zzqNFQskgWGOy+y9t9I>+t)9aF+3UuGWt_$P76M)IMq`C%#1{S%kJ{Lrx| z__TS^nd;3#5%ZqRy0xgmUU#2l{mDxe_5Y4@)PGqM{>oP*fc-iD+vlmp*}q+16`z;Z zDW7Jx*}>!C1Q%tM`U4Z&AI7Ivct>CU=-*eG-}cX9)5p5@{N%#=v`spN_mpj1Jf#&+gau#hvy{2MqyBK#pWy!t z3)q|OKkz;O&oD{*{VxsXNAa!oTelyn7p?L7aKCM3n2wvSZJ#Q~7Z8Kf?{v=t$ibeXJ zbz&dgZ~kX^sP^Gn@7lk!%P0O_m@ImH>Tc<6?}N8nhg-aEd>OI-!^(eR^%qS(r2pes zyZ=Ymn->fC&+y+o?s;iz{H=J0OQpU>r+)iQ57^vhB> z8`BjP(|(z`wEJ!P&k(6?%zCb%V6mk-JA)L%2mTxRkGA*kQ+Z{l-FI{|q7BbKc4pU)oWB>p#PT<=tP_cbxwi|M2V5r&o&4OfT0=TDneW-DLTF zp)yldom0|zcUwrT&;L84hWXKc{+Np0$NpJ&amNc*?E9OyY*XvuZjUQFLsW!}XG%Bt zF|D^eXS=Gw-l8V@w_{D#kIsiHZJ53V8sA-h^IhA_WheCBP5BVmpw76vCG@=VLZy8Z z|8~`JW!3Y3@qRB{v5YZ){i}~_JhLZ6UAiNCJEG5g<3Z&Op|VBn7qgPqTlp&`#jP{5F$%_LC3SbHA9Sd?zNBbGHA6t~)1~jyBvDNtd)Z zzjFPy6$|+1{%1&(=c}l!<9KmTC6?VgHuu@?-mQX}5<62q&&V};TqwbiY`c2d-!*oE zXFsMtd{ee7WTN}}%%ItGZB7(ydXo51{YN>2L2YPp8k;noj@meJaqoH7#i^+(GJHKDUu8YDm;La5%>GvMqmXTW*p?lAHxC_ETWY$o z?c6yA&)X9A6+M$gJyqsRK56>P+m#`$!rOV{hvThZ_Vc~$I-R=gmU}is{+>_~4fQK? zQsxIol>|Dlicp5-gdgm-7yi-jJ?-~D;n<|>DbIB0mGsZin)AHk-}jf%^&h$_=Kt$r z+xVZM*7HBZ@httO{|ukBWBxN-fBm1~1!wHhqS(1+?vno*IF@(*XLzw7TmJi%`G3m# zf4JKC|7UPzj`+{8Z^?g#$6Ie+biENNlm16(p89`=MU89f?+4X?yk-ATVl z8F&I!zdMEnQ?Fli-#WkGskVijb^EWs{xkey3NMTmPq{gA6E2aNYD0}|?xT8v zmy_cDGaSlX6P+{T=;reiKeqBxIr*CX z2Q&YVi#EPk*S#sHKlX?Ie+H$k=l|C2|JN|}PB{OE_f3CCV|N5K%mr>hlKF7sd z7hOdg9r1XD{ai?(Yw3il_Xq2Limt1F{q;Y?7nXI8cGROgjzJ{Q6(<%wSR?zNVPe|z zfBU2VGdOs?M=P}F`nP1f%~;fRV8Nm;4F(*TxgT$gtlPxYrLh1fMva5mw*~R+^-m%} zL3s@nl$%$6=#^b75*Q(Z&mT2UT}8qp+1LFM|IaWn>iNI@@gU#4({4v~Spd9;81gkY z*zZzq-Q|^W2Q$SAq}-4BFZgPAXkGZZd&ax=eXKt+)8y-P?r-}y-e$Ac$&$`{Q~hA$ z0{0EKYn(ph9yuiO^#-$W&q?V;{~7N4EU4Rh+2y59wo2Z*9-}qO75W3RkN=7MFz>YQ zhpXonE`Mbnbm!Kg)QM@_n_L5@9bi^?tiJNg(!cXdPcPrK=fj^%#s@Y^cQD$&I*}m3 zpS(k+T0V;5o0P_)##UG(2rWQ%-+Hi*??1zd&Bgy2;@AFXSfH97{7}j|N@LLm4On{9 z>ixHQ@ypK~`d_2DJ-yy>+8$CCeBD%4=)LY$*)Frm#Vg~?ZX`GzzuKQ*d-A}a?C1W% zbNxf&e|VM3i3jW`X{lC_wZAFJW!JV&;F)ll-K0&sx9-~>-K{+%FEPnsk|guW<8khy zriJrCiGKdg{|whX>%SPs&h-u}V_4Ls$pdr6T>E*x&2*A^xSM2H@C5f2rjP&W{P0g* z_9N?gz~!&fEAw&_jZSQ4y{WX~bOPgq!pT>D1^qj}>*?jYaTRr$k`E$!k1)*tnqt7i zzVQy9ZU0(^YF?2*heNPLOmc!1b^Ff{dGX877V%$eTbC>?XPNg>P$Z`?>x7BmHr=9tA6ekF;-5t6Zq!8>1maB4(BN5+%4}J z8GGw~^xC6S&zKu*RPf|!yz+Rxa@VXK=RrB&|IL4f*Gu;Ql3aIg>1u1xBw-sY-;kU~ zA_Xdv4}Zu~4s7?>;=SRSqk;eI!dJzw&t_krQWNu|xj3<0zx|7)&B_T$&z{zOnq>Fr zmrSYsR3?*u`W4rX`(D!fqU|YG>-I`nq|whs<1l;qPL>CC_A&hpc5=J6o5v~c>|NZK zv8OxXFza=N&9z1g_>V3Ak^kX>-^T1ZwV;1#DqR=*@10j%@~^ty-s|g=P?r!_u2lvM z5)4%VOcz~6;HiwnvXp)Dk6)i2AFDIo_MvX3qS&-cdAlc8<;hq4XE@-_{CDw}75}Vm z-hTN@uQ4@KqK|{8Q>yO(%euPL2kixO)F)+2NAHeQd3aCO$t3N$&4fSK!h5#d7r)_} zQxmBAc=2Wqo8Je`l_if!JlLPQXE<+rw|HJ*+`)*mQLeg8T^cJTAoIH-jK|UQ3|g5M9tkhh zMk8!6MA+x4B7w0fa=THQCF|r-+uw*jZpFN{ALbtw|F!n+=lGYZ>(nd#(k9y*3;#V| z_3e~~;6wWl%RvoD`&;&Z|4#nT(0e`d!}bGK$6NO}+AUlWbHiI?+FA|)>uGml`AcPL zmhII7H#*p0d7kw8eVz8BhBnP)b`4*6YzG{ zN89L!_Fej4qjx{sf5|(>@6(*KYISMqzvq2@J0(E*Q2j%{iuwQQx77dst^S`udfn!S z`3P1D-LXsVmBmlrs!-742(k+a#+dM<{+zGuw6<^P_n&o1 zIpBcu!adT zO;RHT)>uKNQQ{!H8l{J^=2eZdd$y}c7%RRZEu4wtqdZsCtKyfJY^Uw4Oq7_?ETeZo zxbZxX+4LKe%)FMKT$KKVaG z`s@2&%(CjgfBetzW0(ErukU|Jo7(^W@t@&OtpB$*`JemQ!oSri|Ew3OIx70)Kf}#m z-~aN?n*aAt{Xf0_H-D@DwVn0<_s{-6gSb0HwfxN={ZIb{5;R=?mPGxtKN9unkL;&^ zbYBw~=l^&9`uYnuSN>T6{~6srFhk zPo1x)cXJ#$BJn7VVUGUU!+cfzhZe0%Z0j|*^mfhbUnz7btYuPm@lB2OCjX9KuYZwy zW&iu_;IKgEy>9=V&iJ3f-k$xR^RKn}Pyh6LFWPhYw|wk>hK1XM{xj^m4-O1;K1`3} z*Qooaf67gFtz7=iZufr%=e(u=8EW@~V-THxj`?3*9si%^S6lZ_|75Gz_1XVTZTY{p zyWanPgX15W^L7sVpFe-(f3jcAuGfE36)XB|{*7Pn|MKpd{`VUwHOZs$Zd>sG{Q1NF z6aT7f|Kd-4*`DMMO5Cl0{PFMKh!^w4_*6b|HPLi;j`+KU+@27 z_A37S?f(oPOVD^Z5A2^mfAF8-gx%`spY_U@Uf>PU7yoV^s6T)H;D3e*wPD*o{d2pI zS_$o8cHepB;kMLGSMzn1^*lXNQ&}DqH@Mr{YwiB_w)$V2uK#}qCi(viUF*XtP8m$@ znYZG_;>nM-9Yb35=G|KV+4fY|hx^;J?|(7Os{bMIpW#oaeBSl_FOshOXZWD_pW(-< z`RfDz<)69yn_K=rgWZ1y(SPYX1LLGojb8lr*7v_WQS<+?*#Bn`b-%u%-u#*TjfnpY zKfnJV!V0^+&Oi4X{5y2~Kg0R`N9$+43kh%gyBm~Wx`Y2S9BBW~@My*FGEjaJTmGM+ zk^eu#(ZH{-@He}4Z7|2gj|N@==I8^w81{~7rISg*|bWpdrDPI>ob<>)qN5yuTj zwC3Kics{|ZY;|i!xUb`zqDLD{KTP{}aqG9Mb?qxJ#+3h2w0i%S@7MGv{~18zb55oA zf60E;Klz{G$5Z>1-*cv0OKJE0XJ}Ce<+uAmf9C&Z=mU)@`+@S(zNJ6yLBrNJ?H(3y zT(sl;4`ki)A6j1T|6=_re)4~YkEd)WzY`zYMxA)EsOye<_5=T)EZ+Ya;@ST*I7YqD zp8rApPm}6@hV{+=85XQ95&g8|{`byb^8=gzvDh+oX{<|Lf?T~Kv$drkKL690_Mc(> zwEqkj!nS3j@;4u=-*M$@|Eq#W_1*mQUzAJVz~CZjrGT;ul(}U{dcdv|7R|ZMLW;CAUg$_t-Tjzkmz7|HFC@S+Npon zPk*&@@2Y=#{rnf}E{#Qdi=W_YVDZmdv8apTZ4Kvt28GW0*AMwM1OJn_XT*GuAapp5$=KuJX|NZ67JQBS#4-KfKK_4ATQ7v4dR%``{Z*|S z{||vLpa|`o0BMEoT=sJNte)1~L>=+>h7aAZT<%ddKP_73vs6O+G8jH5+{IRYr&6YjnnYUWu z1kZ8%Q@ad)MBSKaaj|=HY{y)W;PA;C`(5+v59zL`Kc5}{`{n*an@YJob=KXx73NlQ z%xj*dNUGmE8L|k?_ zm(|2J=1;3kLo=={`I+Uq{Mj0fQ%2$4I|5xrCxS+s*=HgWMewEi$2a%iw?7ej>i3%X zk56CK+6Df5?0xyqp)QSe#TU6WR$Jw^K3iJ0ZJL42XLHwh|DbCAs!X#tol~X+PnkPO zJ1}-qjm1Z1*F7hb*8V-LdH%(Yzu9xIeW`VK+bNJGc2?Nn)SRag)q)4trnj&5jSI|_ zxl;He>(i5^f#$E$FS=%D#z|i{^=P>kRdUIt%JPurFEItFa|ToHE?So#v_{i?R*`4r zZb_4{Wvd_lP516Uv;Xq5F8lW%PT4I<;X1u2a7yfwH6pJLt*KmaIWDSIBrqrg)Fl?Z zhdP+@U^Qyqf1O&N{q)y-<)ikWUO)dOdsHMaZs#XZxIl(jg0F7%wf5Zl+iz(#>ypR= znevi$%~yVN9p3h%^}+4V7Q@#Y*wiH_nY;dH*f-PRZwB*phf*@^{LjEte?lq#*AM$&T-P1rwR`_FRLo!bRl@#(^97AX zUC*qXK)t%XOvhX=+o;MO5p2_Dm@K!Z>iI|erImln=Lt8xl9lm~8Lbeg3KM{t6~$>S2M>je@!bk{s! z)YMt>t8f4Eud8o`|51*=#r($3|5j1i-}jeo>Oy-Tcj!<1s=lMNx_D}L#)0_c_wVoR z%367xQ?Ii4?w4!FZPhuG9-ox+*4q{HTw_t!hx0kGqL!@Eziif#?^b2qnX(JD%}+`k zYO~R|kzZQ)?I7gJdFu9=lf z*XiAD&+RgaedkW275`XccmBz$msk-i8tTB{wSe(aU0XbKA>f8eUEoE~lTFv7w|_QRDK&9DUuDdbHHp7{-x#DbxpVn1P}?1w z^vzb@&tFYdT~XPuA)HsFU!+?lC-lk_!7Ea;o_%`vM$6x3(t|$>=6sGbi=BC#)oDq> z{z~0>vt&y@yj%0=_V;k-)gRt%`88#eqm9QTt#_P&sFx6i%gK=2>!>*}A@*bCiT`fb^H!7~{PMSeZr|1A5;ndL!|q2}HH zl&j*a>krq>^~>VY7WzB?aI#UC#`;ON28+5hNUCG1$`6HI*7=g%J-d5##=5i_EAK0< z&S6L>e&<`+E4oi^|AzUt>k88(?AKi=iP;&v{XtpzJp1cxn?4=XiBF02h_KnJI7RNc zc^~e=L&ZT9epCV(9z;gVgIqc`p4_k?WDGEYdd#KQ+ra2w2ltNlE|cFY-n~uoOgeO`c}i(Q;lW>m zec7k?BrbPf@?+AsV=_NI9vrh3ZAh@^d9+vmK$ZF*WhvdG_m*q9>Kw4SX|Ln8;DPY# zlj{vXhAr8(zeC@Yg+*okC+6!J4Ez_kULM=_;lsE2@-P2JeBP9CF!^c#T(tD>Z6VtEcEi&{FdE(S#P+mR3kNxpimc%+dvpUthmFfrN`D3GJuNSy; z?Ba2gIM)q{O|K_J?wc9F{y1*CGmA)|D>H0#(k=^>vbUnOeb4_8{^uz4pW*sJP=j_C z*Uy;z-$(xXuQ>Rhfl02>RV3W-61duV@#{%``NNl!&gAJ!P2s+iBEx@Z&!g>I6{e+$s8HBukq*gIks+h!G$!yH{{qb@8#`W=feQawjFCW<#X}fgozQ?n6ua(pc zzFO)M$F*(t+oHQ7sU7YcgsdjH{|J#YnHnD!5VB2ovxb{|-7!ybG%;<`oT@BX1qsl!<3i*89pC-{qJY|$F)W5O-s*43z{t1C;jEKy7b%BjDyyt zhF{MXWk0%bc*fel*88vj(U#gR|HG@~Kf}+*rT-af*8jN1-?5dWRQk#+)`_9XT+R)A zMgGa}Bc5$}>1*|$Au?3;*0sy0H@QAss`{?lE+j3`RrJB!Mo`m&gm&D!J)#fZ8pmB^ zeRF-frpCmH*Nk?sl)SR#SSPmKM)gtjdHz`ALyNL24WAu4&baZ8+_7B-mzGP--y81E zmg+AU)Eto+RX=~C+i$OZTdvCcRcH3RdMfH96g`jQ>)C3tCF^q^a4xMRCiMnkD<4W4>9Oy4 z1+m)J-uP~MK77r8hC`<>?0N8Wuh08&IJi0Dqv*B8Ig^$Iy}6~rU~q`l z@}TX}#I6=Q`^+=v?yOrI`g?l&w?gmzU)Rr^=qeH}_y*k1qO^Q{DlcxQaOXzs>4$&$ z{IyafcJ7Sdv!s8=zIIvvr=kC(|Ck7`iMro8W&g}hr7g+dH=oF~pLhTKrIlItIsXLK zuey8R^xveYN99wVWg34rw7>Ix)qb>Tr^|xxR;=n+(Ipy^z+k}eW$Aj;AJGqFlMmff zm>+OOFGsb@JFJC6_H>?J`>sB_;JB$COkEoAr8tx{bU}?>bi8q&T>S~L{9ixw|FUMM zq3~?dfA{)F{9Dea{$s<>f9;;GBH^bS@O3<&Rr&v^Hvj$nC)dspMBjMdYw<@lYvHV{wsK2;lQJ400 zI}cdf7#sa_6=?eGI!Yhd9&Iea}AZB-t(WKaOG?HD-VzSXAqOOzwlCHQP%OB*7_OcAcm4ENHT@$08BVXC z|Ds$Z(6#FMNpO<{c`^uzEpHm=D#CaRt!91>+R=tI9#gZ<{O_Z>oLMc5U|iB z^{{cQLPH;JDF{XD*M8l!f9t2e{u3X~|5^I^FW;jsjrB1<6<~Ee7Ml6lDvd=AW+mR$ zJJ(7sxRSmt;E9M+fgih#VEDeHEB-TF$b0|qSN=b(#UGCUsj&ZBYJVbZZOuJ>(J;}c zqPf5IKiTbPoPJ?tTg#KVx8D8vbLRcVEc-9gyZ_1_@+2HQ{`}&`aQQXvzV%b_L4XEkzH)rIXe?R@_%=;+Dx!>3-|BLtT ze}?l0>A0H z|7$L<|9-jtW9VX6`Pj90Yft}a{%y>A^Y5qs493Q?t{wbTDG z%YWj36C?iVpV5B?BU^-}(qH|5@x;~NKlYzNYEqZ&<~RF4Nc?A*P@nW*|MZX3e@=Xl zur&kW!7Eb&-_B3{&(LuEPxEha)<64u_MhoT3LrOx2bV1B&-tzYht2+p{EZ#@PyeL; zOXE7NlFadL@jB+D>2HnyGn|jKf4?};Jj!cLn$a5VQ<^X4r~Y%>>E_?EwsC1t=H2zr zCcVGtsg%Fv{C@`9l>ZF-dgU|c|EoIrpP^Q&t?T)(uXUgtQ5An9LjP&~50U>2KXIwG z+Zzu_fMVP~&$!;vG<@85sMkGntY|M8*z*Q@#oYoksfSF-c0|30eQ|D^U_^uL$>kg<2? z9oX87ATjOPurd2^&zO7g7TN9%{}~RHg<>rT*}*4U4+8Cw#@-5bj4ByXHp;t8MMS_ktScr#^~* zd{O29pCQ+ZOJmVS8~6wWwpPih6^pul8$a&rKP><8!GDIYSN=07Ms1yn6jncN%6}jE zTYuvBp6!1x&0qerRU|N`y&%vv??>?A_3LXFti5!*!|S=`Zp-sKzO2;@ni{F$7&|j; zEtf#?iZ>G{X6F`{EB0Nx7kP(gYA?4;)q`NwK940COWpchEm9Mk_!o-4o+tg`@4R;5 z4sLIg`E}v1+!x5UR?hF*|0Ly#{p*MS8RnKHZP4fSGMapKZy%3Xx=d`P6Zc*3x@R?p zo+hhBG%k5O=UQdtxo+D11GnyMWG~LK{J?o>Bm>*xR{R{h#gZzn}lKmP|$Dv)%lEIDZ}gYI*(l zSAEZat*0~=ZMFq%24FfjJF#+Q?AoP0{5EGVhF`ui@9@1{Q+^aaV(YG)bTs;RTk!mg zg}<&n$2Gj06j$+|Ax7%-X_k$(6H^rvK3!=GsGgIqQhv6|U~&6$KjT%m^S3)cf1Paj z^`r69R!@!6>ETa`XWi>x@#4A?uhY#%X_CQnR`VxWn9h$o`_Ya={X_1VO)L1hm5=!c z9BugLa((6xb-(V=kEV0yJT6h~K4I(BRQThud~bT^p=zsBbK-u>N|t4Qog=eRRCH&4 zb*1(T_oWs2F;|s@BQr013ch&GvHV3uL*}ma?O*5W*&F?5@SmmepJD%Djb9TdXkV!* ze^mT%b#+G0+eMQq8*j-g3Wm$J+17j2H`%z@1TMepUY;%FEhZKsvv@UgAOD4(;#m8@ zh3DVwyl?)Xa{uj!r{1sqCVdNkzwX<=EjDpo*FUz+m7Dy?`?f^!Q{`rfFJX)ge~i0M ztk)|nnB4uM)>LcaYCluu&EdZfb!n_L0cBeP*>lOZrtH}rZ{I$uOqB`>tzcH)ImH%@5bD#D4PvS@Q zxc(#44KmFIZ{NJ_l@$7E>YlU9StdE!OsGokntZfguw=i$kFZ#y=iWQKX9`AGXa%ZD zSjs$?b-!>uH!4D0(oHDKd*7K)20P}w^qccKxM!j5mGZ9Iub)5vK5w$xs{#WD_26X{)Ve;8tF%PiHI@c|Mp_Z@exk zbJgnWe}-H9|7^C@|9YwaDe4o~oHW_Q*H)SLj?Hwli}<5bC={0WOJ6;2p{q!^=1XuT zgW434+l^cd=JJ29nz!+<|I|nNk1u?g|L<0bNT6#{#X)Gz!g|)+ch8j+?QG73{gwS( zcFVRr`7m$A%ALNu=f7J$=idUZ7da`h#)ks$I7%dK;52-7d|kcpuQ0Kxk9>WqN}w&==Pl8ZB*1UId* z6qPN#k2cY_&TWTbh;3^)_r2qFV*9r*S)L85xTL`YQzC&5a-psw;Wy{Yl+;Q5XXt1D z&#-R!Pp+$L*7MXKZ~o74J@`*+*7cK*_uo^0{m=dG)BW$J{Iv%aD^IMO=F3cSpRecU z^YvDt&!QQo#h2>Dtxqn#GrcVNTi=rBKU@p#wEi8Y%H-u1 z=B45(f10{9)@yttqnu?}@9?8C`JrcS?mAP>1y<8%lpWW(A<6#qXO&d@!8pFlrf&t} z&Q=yp>XejC)^2e3TYRDG$@?vU?cA@7zuKv(h=5?_B%YBehym z`|kQ3j~@P76%l!PR?LRn_{Gt8|1(5K%zO7al5-=Qlyv=DtoZ z>iYClUDMKT`Q=N?r2+!_PDa1u(pa=)18A~mZr+wDYp+dOF8lAZef%er6Z@aUy8p3X z4O)A`AEJHlAE(m#MkVFdF&_TcE&fe?F!k+y#`Tl(x$oR~CzreRWbXbq8zk&!WPL3v zo2DLj=4YLL%hKtwC6oSoKKQ zrmy~y6hfxlMU!7{d*0o1$XR!uv|#J1 zrfL;c~2_g@8N-|7gx{N??8{qIo@#^*Qn`9BQXvR=^hQGAb8 z?E@X%=-dD_pto}5!y-0^JRe}=|aAEuVuFfDs@UAyW_dG5=Xo4GU=?OFT^ zG$hT0QZ|#;L}lLdVUBpfi|23O%}-0!>3IBZ&n&p`F*A(7gk(Z5cgQ&L7nK~jBneGvo@$0?)y5?)8h9ITmPlCtX1oIwMrh# z<(sd+Qz4SM#wROe%Fdc;^D9?lS!J>F)Vn_=Crkp?_MX*x`|I;x?Uwb{M#~m+K-O2FXFt2V2;G}dpnvv~2x@IQkb|9^&9|4*W;Bjb<@@%59B*YEMa z{-=NU>H52xzv^dzdOzi$I!!jeX^(gEqL-he@46Pf`ShMmHOR2Rdg9BNZ(B=c->oez z7f9{PjJ#s-gsJ+fmG+{FndjzY+Dny?UGY^GUtd=UG}Ge%!iIdYXOVG;Q6(kCvVdvicq+%iguezj!Sp zll!;oP|KThrr9m|&*1g^#i9+X!%9=no0pYbSm@UxqPbcD)Q<@ObsSJTgQ~^wLH&1! z|1&VvZT#z3`tPszrTT?MT^ei7XMp-jcRoz-%(t;EInUL(_Q~#A_b=^P*7a&}?^-vTja71K`s#<0p1;*{k9&Fhz14h)AE(~O^}m_u z`Yqa^D8MZ8#LFGOs_U&5KUf=d-tGG0EBeW^TzVxmIvuS$ju%-AM@$LJ7Yqs&b$fUA zapOWRety=BefR3pF{Y6&qR&gk`MQ?YXFjrCzvHw0)ivzt-~TflF#VIb^5B|^uGfLv zJcBgLa)lTq5}D>anD=Ot#-bhR>Xw$aH{V`bDizRc@n-722aCG2d_l>duXNX?pzTp! zbIO08`CEVDveJKsiKX%%{;kni)b+$RU~N5DMbm$V!&R&9-!M?=-Q;$^%=L@?<4BQE zr=pfAi{4zE8x^pY-EYyZ>czKo_vyblo5y=@dcDkzr^z>7&tIwVZ|dP6{~3;#@6+JU zma$K{d~rKRbLyOLI`zvxue0lVvv$TKZRbfr7d{otv28dM`t8cY_qywDZ(k60zG zt@u%~sHK;@J{&j`o5Zm3)Wl;RvVXIsx*oUOQCYIxeQnf~?BJ=EIhXyPmDh{xNnKX4 z?A{?;JMI&`yLa2q>oT5T*kkx*oluvy*VpB7dBt~UJlIgOAtY2Pp6lKFeG6Sh!qmb0 zQNjyRW>6l!-hncsUv}X?Lpf*~5#LKc8F|buGJm#!%$(sd??9KKoidi%nP7qs_;MXe`>P zZt3S2RG#y?MVVv8(MW|wU0PnCmOThlmT^Iu7Xu?Q#7k|&7(to*58cd0=U5n&a;2P$j zILu*Tk4#sFiUh`|)f8U*ff!8MvZ{Zl13`9H&LzossYHU1Kyk_;CH55ArG@fdmV&GEr}uJh|MgYF((JXe}@Q&){tGpW*uh(59kCNk-3u)+|3W^{@Y;L+Jqv-AwLC zZ+h1=OFR0X=-vB&c`pBFxZe!giSwU<>)rc*ZJGZW-XHwW@aQ%Fo1OJmzh_?jw;}kS z`}f6aUDwdfE~!7Xd-s2ag|q5^f2jYl%YM_-Kd;{!`D5QR`P)YS8RqN1?{wA;NQ*Ze}2~2c!>}QoW(aU z{%4rq{VwtEX8oU^{{5JuvHCv)ssqqHzj^V027B>4hkvKVe}4M+qs6n=p0V}Kd!+v} zaEi@TegCch<~Ec5rLA6hT}MfyL(N&kQ6`rpi~xB5M!eqD+E^DFzlRBjc0 zY5!sM@xN^U89oL7XV|;2vxe~`F;^VvVQ_Kf{?EBVi_;;U?KAvg4| z^&=bn+Wx>ivEA2AI`bY}SKkn_!*Iq$PL|f--EDF^{%9|n7Om}XK>EF|Myq^KTG#-F8>*3)+zp7%m1{# zA<+Gg_FeaXZMXOT{&F9*ktuvv|6kti_1|Ca|M65F?2z_vTkNO)VF$@G3B%auS^_{mDB!M8qQy*f(I zq9}R)-TSMoH@$zn-VHPWT;YBJ?t9T<-^=-?l3ceAMd;s4KGeT*ttIN7rEP6eTRlFz z=`NOhlyP~w&XUOn8Y@w^F}X)D0SxzwYMgtV`V4+R5aR!na(uQYJ7#4JidMkese@ocI$_c3)tRbfH0; zZ5hLn$3|{1_J6;uA-|TPR3td51o>1SlUFF`YmuHOR%Y*-yRLW1omb(#+av@weoel? zUsPZ(wL8xL@$1w5l0VMfKKLu8B`Vr;*E`pjJ8B>QXJC}!|JHwLPUwx_?$X$Jb6@o%nbyXz!Tu z22dFW!u5DFXl=+pwVEc-cr5r#w~(!O{jR%R$}81AcAJMI;@8GE>^m*wdt=wDfBgFN zc+a2o+y{S+oOE@U+$~r7a>wrDe};xW_TTO={j}cr&Z~b^yz*7|e+Ev!#fM&r^G)ba zVP5`QS<(H%^-Z8HVMu566y2B2dHdzBxWlF`J?<=QF1_vvOyR*F;{SR6o&UFF`hNyz z(=~S=sP4RZ(N(k)UI?L<;_D9WKtCle>e4H3(C*P~0?>Z)Fxe7u%?|Z2va+p5QIC{+ zn?0*uSQB0)u4mr#!T(4!=aX5-uD!eFX;I!D&?~v~yo$Z)`zfJreo9%-&)ze-Toa!t zy78mS^uE3`3ZLJz-04Y|Nbb9O$!$R2}y_@ zvT`(L#{2K(ulnBX{_*-EXn9AR;1|%y2ne$;em!yT{q|+vhCB9T1?U$}D6r>xxTQLJ z=GF)yiThP2mdvTWBe(q078CSsA6uV%Z0+zlo?USM#chW_pR#YQ4Cd`BT&ekK>#qL{ z%14*`3%3R>mnc@>toHG;!bPWT<|eDRzdrwEozVK%R!fhqEKr%vwfd04i^YGkS__gl z3a*blWi9(d#%4ue;IxOXBH@bHU=K|SItuC** z{>wAF^Iq`GCFjo^`Oi>%Z`FT>Lvudb|M}05@t@)QH~)X;KJL2~tx{T~5gORQaDe&J zv_01!;ytKHfeY!dKgi-}H6 zS@EDnxsP2%A{pxQU+@1Sb!Gnt&HoI?`rrO7|JNKf{U59SkBhEi4)V8uz5mO$RsRoH z{l~?>>tp{jEV#DxKSQJcKa)V$3GCng?f%c;xYqkW1JnFJ8UOBIuYX~>vL3YJwpS#O zj#g(a5uaZ6B8YqCqo5)ukC621T^dUs&Fkg$TpO(N@6wg}7mDTo8R}>M$w1*On!c(1 z)B2tD6XPz`pZWLwU*g}Tpz#c+_y7JgnE$wl%5#-FC4UOEn*FW%pY!kQpUK~f>i^54 z_n+bY=lWh0j!58}g@0DRi+>_F?2Q$xnzuAnuO=!d+CWZKi@J0gP|~D3n&xf=e&j@nmYg*fonS^ymniAEOJfrQ-K;j{owjo2jU!2$ zuH@@3*4?qhcoQU7iUcO8|7U1vj{DEB;2!9_BL9CT^@kkS*I&p7on{2isLL4tGjOu) z{m Date: Thu, 5 Jan 2023 17:40:33 +0200 Subject: [PATCH 08/21] deleting score outside of board --- 2048_Statistics.xlsx | Bin 131568 -> 132036 bytes Algorithms/Expectimax/Expectimax.py | 6 +- Algorithms/Expectimax/Maximaizer/Maximaize.py | 18 ++--- Game_and_Graphics.py | 29 ++++---- Models/State.py | 67 ++++++------------ Pictures/Screenshot.jpeg | Bin 31674 -> 28801 bytes Utils/Helpers.py | 8 ++- 7 files changed, 55 insertions(+), 73 deletions(-) diff --git a/2048_Statistics.xlsx b/2048_Statistics.xlsx index 1fcde1e1a7f14480f0693b28755202e7d9f370eb..70bf3c2f59df45c2ac6110681beb4c63d272e710 100644 GIT binary patch delta 17139 zcmey+%yFchgD1e7nMH(wfq{eJd(T9kwM^f8HtzOhWcuE-nT?5yjqiJpYS`pt30tm@ zj0|PpC(Cgt)aOtBa;!G>XQ)Wk{;*WFe|{c)2D=zadhgEUt1f%~lug%mn}~B))TC`` z&o1ZN``SfZdmr~~Z{J*TxlXIOkymYcon%#n_Wymo{r=zn_y2#qyv)D<*Zli6f1kgv z|Nh$k--pBT|4!%Eef|rQo4tPD|JnKfKfOHv{{QLyb-(YL$N#PW@GpM<@9p<%{!f2z zSNpZSU;fv#*Y}^?&i!@PJpS*?^ZWnZzF+rebN!!p`Sriw?*ISc>->LzUdr$Pef9hQ ze`n3(YrpT`<{w}G`}+OAR)2q;w*Rr*{_k!1`X4{o_y4?o|KHQq^}oNIpI`UG{{N?c z%C|NHCxrT;HoGJ4i8|EuBOdi&a6ufN;> zo*d4pCU@}vzi+qm|NZ(``_!oezyMe>v;W-pVKGL=G3sP-xK%e`TRdW z>;HX{>hHh*`1kEU)7S6&|K-!$>;M1y*Z+9f|9CXyMIdlzc0`G>%W{0|Nr^)`k(gZ$39$^__^G0nT6Y~zh@_$ zaeOwPZRTTz%0IJj{`mQH`TY13-5RR*y^7+F{<^H8y{GGI{-oc(J+|xbzY;C8>`!`} z&#r$@5A2_7^6P)qrRnwdnuiT0e|-G(bieqY!vFW*AFux*k@n+%{nxZ(`iFb|S0*3V zZ}y32W4!%OxVgqq&o}kwN87*8j_*IxzyI;?aQm9C+xP!{cYFW8SG)V?|NHa(*ZW2?mz!|cYXW!!zbU{|9^1*?~nWU-Y{-i1Y|0Q1kKleoczDoO9 zC;P+RyL11%`0VeC4}TW#ul!%U>)*0Z{q@1~|MT3Of1%oR!DBnTlcsN$nPhQNCw0bQ`KQ`Jm3x!VCs~pn)$L_hu zbCK7guN~^SU8{W^bL$VSuhf1O|C3wjVe9>;61!y{PdMV4wsUQ;1=D_|smqJF*FSFz zxw6b7cS6T4k4L^jp+aljZ8D8_+~Qf``{Qd)^A$Ita?dv&F1ad&lOmUW&kuK$Uh-*H z-ose?30=2%f}~XznN6yg>@wBmwV?m4o^@u*S;Bscwh7jsb(B_lbdjyIenl_D%F6F* zd*+9Ks#~^_xmISJRaxt(6s6p0?iu2_MebwD**8(fi%lP{zHjE8ty1U? zl5!SO7y4|`zWsAoK%KpOecv?&(X}&|ntHfot9(@J)atyZJa0{8Ot#pTG`?#(m!wo4 zxlfTvo_<6z-E!iI(C&MGr1=@aHh^PzY4)-IKW_Yf0(E^xjEp1D$#==~hkI z;@;5!LPb-YmDOjj&@nu_UueypOG5q5Jl%4tZv~YeOmw+t5@dR5*NM&UWv+hpI?BiU z=A^LHT|5!1Z0&eJS$6VGm(;H5jd7e|dD{)^g3}|uc(A87HMm=8W&wM~antWuz=QjqZO)?%ne!b>4%5CBKUFpJ5htuuX1>ivTM1i5Y4^Mq-+yOo7{>>N%extGt@Ok6ebn(I8< zO}mSg9$Fs#G^eCWjbo17%O7hX!Es6Gy7Zn+<)Lj7GV(0U{UuFm92HBHx45lxixRK= zc7pF>=ad%}2P?gIxn@7{6ZjEv*)mF5-SL{qk<$`yMAvUObW>_-blc@A%wkf1DKtts zRC#T;O?JxkmoAq|x^k^vTKEcB$eau;vpuzN;$+_`(|F{wmjpiF;&V}1cID)CS6CSP zOO{{rxa#p*>Ac*{wN?`&<|eK6GZNk}z{2Nl74f>0uXj$)A}1TA%xW#?m_N=2A3V~t zK_M6e55bDL9((-^C+&}3Xhu{YfrF=+)-Bhmk zH0iu4Ddsvk^vFf!z%_A`Qf%yb@2AeQ-R9Kxmz|`+=`IR)#*38<}S^> zP<@DfRNkrp<4T>$5QSezD55y$BA){0+~hCR9pJ|FL#{!h?x@H$kCz=2|^0 z7!9o_&zPHh=A2cUFpJ%_k~7yJZd84IT&nx#VJ`V>tF(04&7jmVV=XLoB$uffTHov5 zmI{(Mt_&jOUd}kH7G)G8lK4JL_TeL`g9l*3sJf2Nm}~f=$=#|xO_;^6zvRrd6P^=N z=RNq+vFA~0>|;~GrbaiAOH3{qLW4g$<@g()q_RFk>(dQ?oCGd-9M6GxEabyIzNV+C zz4`wf4L*1r&jCer8a$$B%=J8T&M+-~=E8UmrseKJH%*H&o~U@t`xxB2XXTbNAL>^w zi!QsSJ6mDF#Jro3ppR7Eotl1W)8nh}bYD+fJJH(FLHX_`(;}f1zYCjgYR6q-i2qf3 z`rNKmP~y;qy6(PM?)EoMQDuF)yI)N6ols$N>BKs9t1lYrjzvwfT5+6V%Ss!imz18? z+m$M;Qnh5Fd2dMX7QIhz0_!)~dc6qj)cwtU#nSrHiMa{|llQvt*GDThMxVT$gaWg<}d{D6@dYhYHlTWdZy>NP z2=bU*Li1StZvIP~xO09azWK2*+RV{GIoabffAV#H7qLyR**$M=|0uTpi!hIgk=Z|k zvVR8K{uzAxXJGb!LvY!~;IhQu^+%?}rr6afa%3zC-Zt;Wg%c;$q{1R9TsGLO+kRuR zptM*$x982m{GPQZIQ}{bSXf`ujP5VWc#a%n@gIreM6p^#ziSdcyflx8R}Fmi3Vx9i_mmhZ%OL$?wQdS zxi@n%9ap})>8nP&TfLuIpxoo4&*4o^IrF@$1bA#f0q_7Gvp1D@r;1^LLyYGyiN*c(0C1=z)Wcr_I?3Q~9^17E~*#V^p zxob1d$$^T%vuYd_^-Hq1LCU~;YcH<5$-MGr;qqy@6Ig$`Dwj7MnAf{2?RBSL)05K1 z?7uA1Vt3M75;hbrUWcu?Snr%0zhItw$AN3}g>HUzX?OE8yI9ekEfdcm!NhaW zgnm=mI-Or7{kS&s?FGeVjt`1`_0L{Au~6NLGbqn|$1VR2iFzN)RA>FsnD^NZ>cCsTW5Cna7~PEOBG&dyHG z&rUARPA<>hoz7o&UhW3l^^NKLyVA3tteZGj;ladrH**#l9_?;h&vN>8N%!b{CMx%+Y73=pN+ezJ@3J{|Lg}Hl;;|4 z=46t3IR{$Om~JZm=1}xap!gfucV9g6o7YZsR#ta3ii=Io*Secf9M#k~`J$w7edCok zir3yaUeD>h12Uj@<5vxJ$4?fI9(KIxjXlMa?!GIHe^;6?i_IldXnwCwx&Ef{%9|a( zN~BB9UISO%4+@rKo6TPFKZ$$eq>&o?Uut}+|6;xV)XkoaOossiA)5jls(@kY4jNX}e-cGBovmJJEMjx$|bBdtdGp#-FVU4<^RV zUh8fNF3#qCOzu7MrhMWf*QlmOcTgE^123biQ;xrxc;t=Yu{VLobDECi|E-!53n>Ba z8qG-)*5OyZ7xYO%qGAbZ7OQvvcUa2vOyBk0+XLC2h&LVhc%mX{@y8Qxk7xF#EJ|#g z;k#kaooN!AIoaeS&*z%R-N~@od9k8o@y9oA)@l7^XXI`^mQFq+XZYe!v3+XtK2SUv zMk}k&*3jS3(Ytqbs^sG&kETX<%ov<_qViq~kX;!E+`kFtXawv9w};Mw+C#mY&4*5=C(dI0x-&|{;Q?;ZRl*i^m^VsLZYv0bXojAw# z*c@9>ir(#3)+@u(DJQt3NBNDu*9OD&A4*EhqCRARvh+peURX=Cf707Pr~XH+AK!9c z`Rt)o-gKmH2_)w3?e94Fy{?IO>4E1`2M;V>V(Y|WGwH-^w^eTS;6~fKo5C+|2EVyE z`Q1&H&VJ)-i{D6DniL78#6I}avG>uIL(Eq=*`!|1@fEn>@jM5TG1p9-yIFnG=Er7ACoubIz*G;=04^xna^XR+~$f)gb?)7HR$}>Hdc4 z{#ChVj!EaPomdCX^QTy>H*Pea>Q%Gmb2G1)=_ON8jlT|B5JoERPV--q=D#t`ACySW zZTfl()VOfBtmh2M6OM^hzF}}++X;TNs4pJZLG6oOY4G;NEZd2*Y>&>eeK`wM3m;I9 z-3)3e9Qx~eQ+rJ_pe>mopxnY z_?`p3p8QR&y=ikdaSEAU0!M3d(N(~KeLZC=}@>jdw$Gzp$ zcBA9#vsjpWCtc$ZyZ~=|Mk?=4Ilm<3{Kk~}^F_X2yTJt&lhn&eXVs**Z3=r6DkHB~ z6uB6D@K_EC4J)V{)BE2{v7J0c)}CQoq}vN|P+8gzs^^P@Qg$tLdm?(?I7U!WB4dd+ zsNoR{tIFNVPR{c@+2{T(_nK<7a(PpO+pd)CCn_gu4o_D8RNwWSrTnWfkI5xPP<-*h z!<6$?v7l_&=x^F7Q?+QaLS+;C*?mGe8r(Tto(3O0+QIHifrMdt|C zgCxPNXK3#=?Kv4j4BFKenATFGK zW0N>YsX9jnq%nSm_1%%Q^%YW&@@9aXX9eyuXhNG1*(uB4v@Ut0y6lbXv&Z614Q^Gw z+vJ{JSUiX2P>uz6*`gjBr^VmYjw|>nbr2*5YTiwPw-3F) zd3k-4^8Tj9{F&SF!4nUVMUdw2j?;z*+nD6*>%fKnbWky}3sHK%E$c2NRKFZM{nB@%ulvO=3NBQF-nrP*-}&+KH1D zPIK&*-59=yPtxR)X7yD~P(cUNRUfHroeI*n+hcpE*fViR|HuR!+XuG)3~zdBdT{ba ztXT~j`XGDcv#Ub4fyWLsS-s4vgEM=}&1`NY1S-dFLJkiTFLUeE`UMI>IXA_x8lFse z*V9?ACwV5(Kt1`GsojG|Q}?~e?1?v(>*;o~HNK;9%w;Lhv$F}S4sNj%-r}_{jB~43 z;l`t7iTnS&|JZ8yVyaBK`HaH}e#d&4=a^ocZo90)_31&2FItjuip_DJFpYaQMSo}S ziaUC%Hu3J`sd2k<4R#w|PwXi+QhP3)({`qQ$0ojwKkPNwlU}|#D9DecNHXLKV-CX!$>bnO$j_XS}&1Ym8 ztUb@N{*BbX#zo;9+v6jyYsVhxEi7xc^ZU4EyzCwdFZlII*w@Uyy}+u+L5bNX;pQb2-C*HUlG;tndQ(K1!+(dsH8U>guhE{?_kwM+F2m2|3t)l`+B3)+i!2}7j7DSpqV z)zwK?Z5>PfHx=zS087k!Z7^fRa?oca}6}61>Q9c=3Vx6roy!NyTYsA75X1|duZ4E7Pr#t zXU<80yqdF)@w;_OOx*E`!~dEmE2(JJYX$#_`gCfCO@E>EMfS%5Iv^(=1-TyV#3OJg zRu%3(ct^7N`MaVyhb5k;`0V8UaKY*r@8Op0NjEDLrUl;RY)+EA8fy#+`${qG-&bun zznZsTSNf!7iz8YXH*zp1Wj-^QG1>4mZ}^!F)At^djpsks7=E*U#k&^9^(OF0Q@y|1 zWlz`b1Nq|DeygbPRH@FqI|C9XA1+?(IsN{=?7}2LzN21k5hoTzOsX`7WXp|z-pq?E zJ3ry>=8ZREjmyCaSn}rFv##58lVdz9n_i#qVcyvD#!o`z^oe(~pxOWYyP2uq>v?Y4 zPB!CBlI*@~y4jfRsL>|t+1axm+^aY?^*mcsgj@M}w{mr!uGA7}Om{pj|9)my^`E7A z;@51C8tt-9{2+4r#k*OSlAF(b*dYGvTHekBS>=ZohJ&p*=gxu`^~PKOjH(o z`7-mEY8}Wo??AqJ0r$=OcQZ@B?-0LHmUvfr+Qqw^>E_%CDa}IfJuYevy84+()}m zkgLi-$uw8}L zNqjlA0&3TXQ|sT&4E?^t^ln+=-Hz0da@%uxJ;f4_=k%OZ72fDk>hHYg(}x5ZP)a?t zAi}NmI=E<>cT}scRDaE`<982l<9;o>!KB!H#$3aK1DDQtKA+_#(p{j+%RDF1P_HYr zhw;tihx)?xOgH~>U$ZV%=jm$Yk=bYhE}K&ip0<3m_Gx01ztf?G;U_-PM&-{E({LI5+z$3>L(Pq*2| z{Tk%vvu}Dp<-xi7XR{t`n;m{^s^W3>Wp*0uNtjuTd-XfkRn>-JyR)C2llY@z0?zYi zl-HH1N7Vff>WtD?$Ti^5Q+%qY$J2|}tm95nW zp(#Y&(4~Yi_42#6XzDb)p&?4^Cn)kty8?O zw?-ROHh>fOD(l(VJ|7uv*Z2IcIdZ7qNqM(8DCUnEZQ7j%&GVb96K~qq-&?vfHX>YS z=Ark;EOr~71C=@2szrUSVY~f}^}N(%K$!v*!R3$$Zi=WY*I%>y_*13Zt$#o5KOuhX zf#B&I$!_OMCC+$0ud)|OluKRx=rV)%MhW&L$-AK9>LRqbO5ez~e>eY{-N)Pa=ZIgk zP7-A6i>MNwb64Uys5G3)ZR6fqSb3`O`R&P4AyOg!zi)v2lkyH!yB(c$#`C$9`=2n6 z9YwPZ%nkUCU=$4>>^6L`bEuH-dHSy9pz<`qd#1$_#dCW!bG)Mu^=@x5zrOjS!{q%T zqV?5#{_FzzSn~P%o<_S>&#ih2{fGr!`w%5J9FaW#t63xP-)Nt%|IPb+rKxq zey?~0(RcVg+h*xv*<%*!$)5}kI`5S*Um_y^;}<9|OeqHiRV6&AD&-?8`=vwk#lM|) zUo3v?f#tM7pL?9m&m-I_(~BQ^{?vZ#75VsAANx}WoyB{E*^U~Wg2&G3-v>_pW_VgV zVd?KyLyc*5Dyt07ftx%0#do&;om%J|mG&ZH@=q=4`hyzpXYG_eb56o0N%HC3vq#s7 z3hDVvimM6p9W^>-ofx3AcuzL81+ae)|C&Ag0r%L0mOCPB^s@?=EU*--&i9`6QRcM9 z`{uxVpkn?hq?qSS`uVgr;i>JrqnlzQzIUWfDL?eUePQ4|(_*7Ewdz}&>ZjXoE-qKz z!w(9ys#Iv8J-fO3BL913?)S_s-!F1N9r(e^Sbgs6zardroSfl#$u+NTHWvl1xybRp zg>fUia!68*U*mE_N^wv9!Cgt7&+-hclLK^4&M8^9@qu$F=k)8M@0TdZbWP>iIKgov zs2NZXs*5<2em<;Cd05->!A|NSyl!|n_pIrZisH}OkG*!CEhx8r?4Y9z4(3DfU_Si& z#G&dxPxHmEt>y)_5JcZstpm5(A_|ULKm25L{Bk3xzQn3+kI%N)i0@JzsV&gL@r>v5 zU7~lCClypmY%~+#J34u-jz+!23BhibuhMU>|6L#hQVL2T74Q^NAs<;GuehiG*rf8a zcX+{-KufvV^^gKa&4-_66{Z?J48ZQ@9NXKirALhpStlwaL+aeiF6Zu^JU#E2;Jb^8 zGN4N7(1LKc@_MLM;dSNmk>&CWclU3azTbe&e`C+Pb;m71O}VF%^H+K8INzUkC|GCl z?tV~}2Fmo1HV>#KoLKt($8~VpzlmH*q~Fn-Sx_nW=<`ZBP+9f?R8w)h2Nz{$Hb+dB zzo#yC&z(d5{ba#=oXkltp;e((xMI1eke)v4d^L9qfo!A63$;b+A9XE#dk7TU=OiqS zUIKR{o-uBJn5JL7^Ju!djYNB#>S67a3)(05NP?@GrtrG*`4Q#)x4-9zU;BD0;={V* zH+u{Dnk`?(bk+z7>G^N}k#Q3gZ;N+>a@8()bnpIsWLNbalX_4AyQ%d)xMkn7(;ZX* zv}|`2&eI6C*<|~oLIGU2CQ06fXMwx5Nq1|T-r1cz_xBK}5)j+-x{xn<&SXQ&-Y1JE z=v2sGtC)Rha=yMqm~Gtu`+94tkAPYY0XmkDOuL>rP3I8r;iliJpj^2NoGW+3bLDRT zHM{*U+*Jp;)}E^u7BNdxcQ!`6Ik+k~=KjaYA3a6u=SP&!U$EOBRO8PztTR30=nZaICq>-;)( znGRFwyOR&v3D+B!eAkb7-?0?bIS}#ghcqpeZ{Cl=GPwPjgu6`j5MaD!22)u zd(P|ZIsW<=B;oIt19cl`yiW0%$8|5*V@KkQeBqANmhU$?-h(pohjlZdP5lpcn?K0a z{{-t2+XHH7)rm+w++1vMikWf!WIL0EVW4K->4=ub;_|a^j>WVeoKv#yVVgJ?=k)1{ zc0b-6v;ejJKxV#!oB3|vrg!_C%Hw;Vg8LPJ?|y}7+wvU5n%T9+->P|AD*c-MX2(55DOENuGOFKkLM2 zea`SpJ+u3b_@GI0F;c=?zh?LG>fmkMujhdhd;ex>aNaxC`XunvrsdIhq~9Dwx5}n+ zYJOSye}{{!Z`{>iQ+&W^hIR6ya7dpzvr#(q<>`6(g|Xk73ooutZ>zRFI^)IEgYaB? z^1If;aLap3c7j@>DM?3+j={2RX3N=0lGEEw*UhgrfH(Xn_a}-<%)JZlbb@N>Cq@Uq z${d^el1-dTlYMfhxwPcD4Lr|472nG@c?RlpwI5z$JNEQ8lmGsd$$^OqieQVb*GRcDfy-uAXQ9TlbMHXC)iU$R6BC8O7NqmYZ7eBUUhKQ!|dg(5xga7Uwq%Es3?e1Os01@r7@7%AumhJ{e z+s2ae<;A>fk|)la_we@P`sN~qY45%l%x|^YV{g1)Wg6dmHfW!#QcU~jL)(cT{@I0!XiGw?NKkKWNii=o zThO7WrDqHJTrC8&C7;eUP?(km&2*E`+OgMjp874mMtd5lDJFg9po9qbOrryL-PiX> zw`V$RJW-(#W^}}f?dYU4v!Oxpbo%!rr>gg?+Yf4H?LE(vyZ~B56(90<`nKu1=)96c z7GF+*^6B~>SUz3<=fk{+ivH-0pc36H-}tZuNX0BmNn@vV8^pTzy6A56V}SNQe2jh6YKdf>&oSvPr~CGb?aTK%**{LQsT`n0Z{>SxE}lh6B!*R$NU zefbm=lwZt@A?dZS&Asm8bXy(fnDd|-GX-3Bmch%;GJl=j$92QDale+^(DP>9%)1Go z5sY9Xo3+#TZQU|KSZDDrbx=ndJPZJCR3rNOpw9T+gtB7`!re;Ki+P1}*lZ8&D4P9f z-9G+PjS--61#m9}l6K(Z3ZO2SO@idr*#2TrbNW>9pT(7_F?z*kbSEchh}AvdUT?8cs_@2cR9`>-8b=M`2; zaLw5bs{c^j=%@pB;^VE?K}`VA-~uS?EZ((w=d-5e5iQ!=MXob}J7zbfK)s2H(B6c? zwE1_9Prv)Pr*!v*_OEF@CaxdlUEnj5x{Z(@hUfcRDo5TV(PF54OqA-81W_?~0B1-hAQ2yID6So8v%( z6sGr2uq&Q?x&1cNeNIXCB*~lTo)MpRSNz1g?lX7vK|Rwq>z;$h*?N`lxjXK#(f_#n zF=(7^B6tAiCcIg4vo`UjZQNCG*KguoQ&7JIR20-7n^>c+@_VoU2Zoo}>-R&uely*z zHH5ZAUPJ5Yqui}6)&F@@dU)N+<9jg19=Kn>D~vr^mUy=qWyHebUP31G!+Ym9K4N1A zr|$B4Q1=NsnDQ)g&DHnsv|qpbcmxzxe4P3{jry%Ej2pi|N>wMl7aP8tt=n;;zd+$y zR!RAxhKO145uZu=VM<9ymm7mSjG52QNvw#d0*_3c*=#U|8#$&=kG9!lD>2zIK|JK~tPgJwRjGp;3Gdd;1Pwg%D3_Ig+tfbk z;l|b$=k*|egX&jsOV;PZDX`6L?t+R& zXltx>?(WI+>UJM}%OgK!vR=G+J;-k_-a-11pr%gFx`}Ugxa}xve!dZ$@lbm4>KpI< zzZbL74q9z>q#A$*;)IVH&6s@7^w7WQ>wC0!-dPkeg*(aCI7a7~%SQOn{}Hc!5u8W0 zKF+=jDjrmz?V%LEdaLUj4l!#=ga`Q<_6K2h?Gg2zda|L~ygkNjM=#yIo8V^^E*JFX z-Iu**l_8Zn?rO4Q>GyJTcvIsin{0PsrCwqGZ&22dy;lz!2mg=<8Bb2S`S35Z>&B#t z{TtRrR2|%HcrMSN-SGO!8Q(X%N0=Pm@zLzKz5)NSg%MU@cRaic8U8=A>F{s%uB4+M z>JsPPIUr$k{F3%PXmGQhlaH7D{x47>e`f`#1@IKq0?>O8YXQXGs|Pg!rhVsrJumsC z=zH*R$EBxp&zas$NHnU=e{J&U)-js?cs{~B}MBLL~^E+_GX^=a6 zz;%X~k51UV@K0+4rhf-d06ayS0NA|;G?=gRUi{i$jVn*@N~D_~v+OCX_dE7v;eoU9 zJ=&jz#4Bt-Qz)O#Nr-q)FK>p9q3XQ{O`)9r-CBC|5?q_#u_uiA;i-2DW?_0kT$JBfjVn#zVMPg zpxDOf$5$sk4782=3eHP$A3zO8P~%8FS*$|kuXb&==EHK(5G1Hi4C+xs`oy4N-XpuJ zo8HX>wZFlww)H*l&OMtoBVx&NeoeU>lh67|%7L02tnb;N$^7Eon=#63dTUc-PJXzt zll|#rJAZKnyR~JYjwq-<2O7A4@h)dwp-R%kcXrEu6o9&~lkNS*>g^=6L5ixDOE!aM zY$Wf_J!`u5R1}S zNBWFs{O70#4}E&Hh4Zq#Epcco&jM?+kGz^tmb~t;FK8Oz9P>JP)fma}h>w2g+HAU~ z{(UzuvfTf|UE|KnfjWl{xGzjAJ9a?O+gN>W_KXireAW4<8O}GQ$#hKZ{Qw^Ft@v9H zsvqrx z^OW*K2ev!eLVExF%zAkWcMK-naj+0MtugsdFamLUN%bbLAonuc0<+?v%9h^MBW>31t`^ERLa_J0ouI-d?eO!xLjNCH8X?ukEj%c}6s`GR# zooNm&K(v1*sVarl_}ni`+^ak-?Ojh}ek-^c%Jc5aN3ZyAR$?6QTb$QVdMIl2Vk)e^ ze^A?gkGR;q$L4R}9@-TL%9Ws$0-Eq$F8F@Edd$qk(zBr6ksx@mGVLL}P4sZ@h7WS$ z{-9KR8q~+w2e=cCh%y;WPQamuUT= zUDY=EclFl%_RJ`OCZKoco=F+6%T{eoBME$-;2L^*L?A=X>mGF$5O}$;!GdxjuGJgjZ_ zU?;(S4|!lF=Xcslro`iaytbHD%i2U0{=K;~9C-sh}yl3VP&W72WS^Ba3U z*hxGDwc`cvK_-3_rpe!97rXa(?kvz~(8tWDnY|Urp5I}X;Fo_%+)tP3(0r2bi zo~QW8oe*v*KwgGv!_9~V~m z@N-UA6<()fJTJ)*ODp7!-R3uT&Smp^zk(eJo^JCyw&!&dyUwRg&qb!^*n);IZq7A$ zku(+7lYKCC{@wIxcORSfgA2OTcR8EmBtZj)MroQmZq41B^GzWGG^vZR7GY-Scga=1 zK`wv5zHs9$=%B%_i56ZvYhIi&=J!4U^}IabQ`7$MjJ@9(t9-xd z0qwSYIpy&#XWga;%}+SO^EB68uL|HhVl>M-F`!;&@lHtjdOk_Ft~frTxIbDsPyE~G z$qzKd5+57^4R*;vCLn|N_ znr{9bb*V8Yott=bCE1fyopn+IbWTFYJnNexz_!LO*s1SUeEke~Oen&wIK9}H`<}Do zjy*a*1TqdSjBqOf)%z~+df)wftLt~xMZcAlzjG%C=qT@kO*b6=XSu#d`}D2@XDvbN z173k&3F55dpU#X^!tdGes(n7_Iu96apS{ zhR)eHMbwqXN0jzozqF0}b)AS*^_dLtJXA=z+4U3WHb%^qe^c7 zJL)9&OM>RM%F>HVo0$!*9o4VQaY4`6#yQ=S$6z|^fj`4KFYs8Gt_L(U<+t_RRwujhBO#T=m zQV(i1eA@Q*&@Ofzj%{(T(fU`YG5~bKq-xy}UXT8pz)`F^=3V6%rgVxVD)kjyk?*8Sz_SMS>)Dv!w z9D~1t;(IlvePZ&9)IVuwat_8cCZo+3-EP&Yrj31~^5LOAlcK7k#lH09c{WfwmCrMWChK|cT*45iol^PS*#xi}uWQPP9@r}3ObDVeQ zo(&ay^R7iZvuFS2neib^jP}j%61TrgWV|w^{_$Zs$EYg`x=|CvDpw^vQRv-zuj2LG z)9fcQXUa^xBLDs)%ZpzA53g0{+vW0Ino;xoQ}gNb!IJa8aa>x&mbv58+Kj~cX6%_0 zmrEH{KL5m6)bZo=-y;`wXS^(V{P=&>$>sjDn@!a2@BH)N)8~+5%Wa#stZ+e;8v_+|@M}0lM`=-x1&!{IVxIhlf+CtyQeL2 z^}96V&%vj>PflKbrs8|@sPBWWe?N>IGjkf^^?!cJES`d_XNs7qSGU+w*Lh3CD<{ci z@BMhqdOH7v$+J~TU-f^V%7WlK*@&_e`IC#Xk=|eZG>%-?~>rH*<=Zu9r7U`rkg;8OzT;=`G(^{PV#l^}4cS ze~XBz4x5OP>aA?4%mE>mcM)5 z+phMC%p${|=bo}ppTFG5?v>yoRo;sRmG!RNzgJkgB(F6Gh1(_qp61uH_ka5T>x%zx>;D~>umAJ;vHt%*r|bXT|Nn1#{r|`Rrq}=Z9smDx z{lC-yzaFpuKf&yDzR-=okJtbICtv^Xd;Pz+@9+Qj{Z{nTKW^Xu_w!f%|KIjo{mZZa^ZEbJ-~0c(m9PK%*#7^|>Gl7<=Kud0 z|L^Pj`rpUx|9_mm|KI2M|4-l7|NJfg|3`lP-~a!9=>Na9FZ$2z|G&ky*Z-M+-}(3Y z|MtiyKWwl2&Nzjc>3h#~k>8BZnZEaI|NEP{0s=tzf-Iih k=F}q1$iQ%&nSntVp^2e^QH6nN`Y}c(6}AFKCI$uu06`*RoB#j- delta 16579 zcmX@o&hep{gD1e7nMH(wfq{eJL+3=EwM-v6H}3XiWctv#nT?5yjqgLJYMA41dnU8@ zj0}p;Cd+Xs)W=U&IbNIkGc=C4p8dZ5|8f8OHDCYUulYUQzrOB&{J*ca-|zeRs=obu{oi-@>puUD z-}n2=Re8I*7qi#bPtM=|()@nS*X8#Af92Qz{&@f2$KCt?zTN)+-{I@^zdkRo|MM>V z{{P<~C3pYdva9|3HopG*>o2eM|394n?@NCDpNEg_|2)gD|2=*Ezqgm|>wi7`|L62? z{yqO+=dUaL_hEUy-QSjZ9ub;AYe;?QX`O`jmHm8QAeVqQk&;I}Z%-_G~ z*yG3NKmN`AcRKujebvuzumAsBZvW@Q@$a7Xe^=Yr{JOsW-{05r|6bnSzpw7s%kz`} zaH`h-FR1?!KmUG2RlVl@KQGVA|9?4q{lDka?VtU>BXQV2`N{laGagC2{ATWK#6GiL zDy6Ua$;bS($IqwFud7qkUo@pg`(&l)YyZV-K4@Lr@A+=N`>xub&U=q0o~nO#bjfRd z_J3uUUi|;MM8DpC{(nUtV@dnCeSazr%76b~XaDbE@{EV||F6%M+|OhD?|HB6ejcM* zNtT@7{yd+K?l779^!WELv*qiB?d$sA$N&9s_5QzayYv75TK(Rx?$_t{um79B>firV z{{P|r{||pnt(*V6e81d1e)awT|1{Tsf4qPH{xjeIzxA*GS99XebNPMM|KtCEu{+OS z|J(onzvuV=J!}8oY5)Iq{$x3BcgFRT)3_7r`5($3(fI%O@Vfuj6Xk0^*O^R~Uwf}# z?9<}2zb`)g>0bZ&-|LdUeoy7=m)rf9+7!R=<1f)u_I{yt>t1ZGy6u1Bd`I+;Qb(np z!s$o!(k)dACq^g#Y26R596Qs>^FZ z|63yAvzuV85+n;22w*Jnwt<&6KkEiy{E(;6ftGs$A& zjN_Jj=7zU?`u($@ehb^mjI%mx9hIV#JIy^qJh#YwOgZ}~YV!iq;tgpNuPF%HFM1-e zTZPZ^bf-()vgieI6RZBO+sgK;G2}`bdZ?6cjSQS!;B!Ch=U3^@f_KH!lizr_2{2=QB1 zO>tIMpS@y=ko}q)yHCBA+8-dO!}X=5pqWER^wNphZmZm)#4E39+>}ziqH%YTyJvL^ zM@0)qg^IhSNztaxQ$m;jXdgVKtNYR7$c7hzm*fgKKEVv>asI9nWSDGSu=6f#A~keOg9-9 zE6ue$dSOmU=Cu>C%GQn!%CWO=x;(BoIjWz^a@t$3plV5T@uj0P6&_5?J14bLDl_)U zP37Iz>O%8^b7o+Fz#cObh3()M8=ZYCXNou^|4D$ zgG?{&I=T*&XuT+dbayvdKSkk<8-ir$-PO51gQJ%DIxzUlM_AJc( zCEGwDcz7!;1pBUcUU@C@xpY!${ZCir@}>jFXSwk8&S8<9&S;{vzG7bZ1&{DION`AN z9h7A^LEQJ5%Vl?J`lU_5JvSrMUO=KtC2PsV$-W_JJ6hZ}6ltr*Ri#FJ(0Dz=cfyN_ zZud+e-f}{t1;3=(0spQgJ^o-sEu&?M4T#@1+>>uH|7*-tK<@SMQ9f9*!|(%H*pOpUI&Np~;q zy?XK3r;OyM%m5Aoi{Cyy;+lN=J+7l_jnG(jUh&LYc|fXUGrh%vgERBhO-qO zOzgV}OC8o}=|Yh zVz$?5p854zyHeBdZUW_%X=@=tZ@MYEOikB1?(Mxzc{inY3bUA8(v4PDcYMa8JA3aV zRo)LvesV#0F3ZWs zJn8N%($7kJ<+E9s`zL+l5d7ewln)EV-KpZ2Ha&j2bnS~)up9f_cco@OQ8{69eA35L zaUZP?9hW-jpp53RPuqVh=e7$pW7A3Z}y0e^q zT-E)yBjLeBznd(K{UxWaK|OaIL2a@dIHt9mF5Aq0@PKmcW=8xDISxAu&a??$h!z{9s5}ukJ z_VD@5;ufUI(%ifz!i(Yj4HBGtAyY8EC&J6E8cV8WJ>y~>t z4^(D+&w-V^`{$azyvdxCk^3eiHzzaqO=fORR_>duv)?2S`hMXIE0RoZPl@<);>OKe zH*Vd!ar@SdJGXA!z4h*9^WDwt+YXk#x!L^grqs^t6!m(JiY3)%vom}?E_$ea@RQZu zN2yVus7ePV3tM=y`2MEx%bSY)-)1l7t(|D?_$W21S4PT`)97I7=J0P_>O21acQm-* z@jM5VKGUIfQSX~MwiD*q9+_hc@|=b3rP~RRQnV-h`iO3tx8Mw!mk^}3q zUT1fgEq1eM(e)F40v0kaXPs5k+HutCpjXtRqm$VWFLK|N2J)3D)K~T{$JX7fS6+G3 zdCkqmakC*w(4`;Lc38$b?}NjJJ!=g4Y&h7?Prhh6Tj8Q|@19I(B|GVDpi}>&zOvim zFQ)&07stUQcQUXH5+J=Fmd@Y%sBqWO!-5AL7B4Y%VlkNnZ>pT=yQ$oH^W#G8+ZxQD zxIq=%W}&Yxpj>%z!-K&;beKo^(!jHA_{hM9~g3F5N zw#zw9PZu7E_L9R=QrAa-oK^MR>{P=aCjkpNN&osB6S=A1VDwotO! z!2`;VclI7@mhM$Im+H?mnRhqi_?wG;Hn?;_XW34gCCh!v?A0tt&^Ng6O55CdibMQ2=d}9khIto% zD@arLFpgb2=6S!~MT6Br2j#h&LAB)^Xu)Q>srZ{qQQ4iwn%O1i z)Hr1NzTC=z7Efn3WVIwzp8fdhB=!JNvb2tqyrBm1nxDW2kLNjN7flYE{bM=(`mLCL zeYXIQ%_U1vo8ug!&5`b}l74(Q>vqre@KSB==9@0TjnxXAVVCwaxLc+BTY*asOK2Xe zPI>;O^T`{{XKy^$pH=fXb5rW3X;H=#6_1$->So`T1$Fk9)@?Yr$PJV;O)kN5W_C*b z^*5bY-e_KX<9R)&=|JSRxY=vft-ffeJD$pITAj@z&2~fVC%9ak1u7S>!^_3k&FVp$ zmq%`Rv%QQGN8Y!1l;W0Ui@jTWJBjDHW+~o#wBScD#D}cF*HE zpjLp?%Nc9yCr(!IJ~lb$Q`dFPx<&RJY*H_$`3hX{*bcR6$;F)QZ)R?J^P^%~?loOd zLFLkG0`l02Er%vWed`k6VffNX2-^`ry#&X)5$aO30F2ec{n{K)! zH>$4_)X{$}({{RG}WLMuhToa6*vJ z1_g@B2@|K2Y3nQE5<<-mIw;42+pCkHInX5P&7{2(Cdta5+@-s#K1EoiZcS#&b#RxE z)&A;@* z>ykIB%ig#yho&n&cdOLRoozko?)6VT_GfoyJAgYwC{5%~8C#>jc}0O7*=1{97pd&= zr9l%+|L zkjmpG!Eej*xN~;<8C=lF>=j__RjG${U`;m#fAb3ZCKdcm>oX{;Wh@Ea2I-lf^8T}? zPBkLV?S@1XwoXH}s-|_`%S~%H8SKw^0&YZw-UPSv=5Ad7M)W+hP4~2f1rznaO}3NJ zIFq`mTCJ*T{cLi5?$y=cNCOuzeoa2vHOJm)S0Clpi&vJ&SmF)pwZ%evZJXW7PR4nj zj7vTlmzq$g$T3IeCCH{PF6xe_c*`x-ZUj6y{2pAwPXZF`n{c2juJrpH^~H|$^(pk&D14teyHzTo5EQ9#RHTU+^xW=*yvE6`y0{q z&TPFUr{YRasd0b;3(|$XcEazbw&%@{dY5viwt~hgdf$K&*QqpN-VeF|rY2PSen`nd zva4Ph+Ob*wX6lkRrpw-hF3$lCZ^TVq3yx^7#z|-Ig+x7`%gb*Tam8agC_(N@f#etU z-b-iwZpv$Ph(v#LE%h;)VV%6lo2^*l%*h#rz5F{Wmg-kaJr3_>f4nH*Jdb&oVW4Jn zrSXg`gSF>b)=pX<>a;c}CZ~R5><#_@w)+g&_D*{I2CBJXv)Zps$3@n!u#sqwQ$4Jm zazXp#9!Ve58Q0RA!pmO&bGW!VVz>U9>OGgdxAUf%KeOs7^gH&Xrupmy$?$86V*lBn zI_S*ZE7_d%@;=hl?k4axTS^+&>j@lud0OsT zMMAX!-`-2Ia|~Zh)qBVm%)9LC%m-6r58DTP(fam*`*qdQ?j45b@(kJ!&gqd9zp=Vy z-nadWb7)u6%d7XxTVIn#R& z_T?X&dRu7!UK{=#$X7)j-Rq9_sRt5eAS+%A<&%io4KqvOv%b3Gl z=d06WG?SmmO<~?x5({$R?_DrW=HEb?rv5#&>-oE?lRFN+ITq7?a8AiOqr-kyJ*PiQ z<(F3)@EyIhcdntvG`)9_@Jrt~N&c>I=ezg8t{W!>-Zd>w=c&=WawgG0JvnX9+SbIM z(>_eDpHT21)M%A;;sNcm@F+g{T}yDiP{?=vi0j%X??^Vsc|J3kG1>4kllO-gr{jvA z$n`j{pY%}F=*85Odpyged|n$L)ZV{KJ?yS<$oD1UGmY8yUOIiIcPC%7<;$4VBf;f| zo+j!9+~sUflDsUxM25&cj^lR z@0x;AiqR_T+1UsF@<~p=Zg_9Q{{$J3hC>S?+)A%QQe{M4ssEZ?>MP!PhP@L%29_w6 zWh=h4^OVT`X?u+H&L`h-`*P4ibA8xmPwd3S$j`IZN=X#!JONvEnN=zPq`d#k6BBI54<0M5fBaLaW z_;%E>-<>|~u5rru9G$Z3XCO)6tt`EGV(w{)@Su4Qei=V@&{5tk%y!gh)9$oY2e;S> zANjPoI_;*dbJ_VNzReNGlFHA%>2ciH^XA;MS!z4X=M_HP+^8_^;@!;`?{d~RCrRFg z#&*)rySAI($^8%5&i#5`lH}dF1{GbYCFN)5^hBmr+~BUw-X4>%)%xKD?Zvx=+4dUk zg4(v{)9&iDySDT0=ZRmlO^{rD_p8Nj!*huS>T_TJjpmfw;8A|wJm#&Rg~;g_?^+x; z_Pkp+6P!*q{&_bqvcCNMg}cU?mqG4<#PBZb+1ayB2zGz@V)9tX{#av#TRA9Ql)%$P z`S&xss_$^;?B4KB5M<;*f2YN}v!A7$Y1z$xak}mLiuqa(FKB~8WG_5K_CP|U?&3YY zHLs^m1Sj&FvBv7j^=g|`X6}8n^vL?7{KpoCgVJCXJPlSn4gY>-RrQ@&dAm2{9Wh$9 zTQ1%Fm?gLfp41t!WY==VxXKCxzN4UA9iX##S2j3@o=+0pze_yq?&Eifw_CsRMaloLc{`HT3%qp3L1F)`h#3UO#hA0+b7L)@2^k zmF5V)_g_9nJw*mB{E{^DWNndtUj0t(^rfqoI!a zp}8S8;<|S7RP}0wkVd1J~vg!^0?CK zyUQiTRfYME8tt-94A5D;8xnzzI{SBvU%UIbXyV&LbwBk#wHj6&G5R*+BBUU>$L~7B z{pPA4CI^Ca&{OBL$TbJwzhi#=?&CxK+pS;wB3c@ir-2gVxD|oE?@a)$d8-ddt??E~5132etooCtj z=Y!pb4|4kZ^Te--dLR2~oxGs`)lRdEcXEb}&xZj0W4xM2+4tE=v?obE1=lzC;PuTt_ON@8-LBql{rlV7Gys_Q`I;Cp(8q`IMJ+i9B6P zCFDD^dWt0;&*?dNSf)I;KK0IoX_8iA4+AFmYf07{oZ6lC4%CR~k8rC@FW#8l+HyMh zSnJ6a=Z!s|{3Jw9YrKafPl40=@0qpVGf(;6cqJ3b(#hvS*<$*R-n%_1&E~k#sox1x zz@>d9ygsRvkErag-k2kP%@*v-AAuQDKxN|0lk>K{sZTxs=FVM?_sxR$K=tNBNW!c9 zmi6WE?-Pf9Gd!#{IRtg!o=ayupI6x*ZSr?IH1)Q`{HkvYVnnh{4q-_HZXEC9H>``8 z1THv4yp7c7X6yV22tD+)^r*EaM|+a0vrbBY&dEKJKK0<1Vnkhqd}M{Z;+}rD3V0P! zkzUNJdhgDkQ#&T*8Q+OLZ-JT$Kq39XZqo<3{~xwJo;%0;#T%c*8kaYNv+TpUXH9vYbhtMC;{EozE`aaIO2daWG|Qwl22 z?l78JfWx+J^WGlXl_dFauEB(jCg65=rqc6wPg4CKb9{dxz_%BafkE{WBm*DR-oLwl z&F=mScinHEj+ba&9^qDg{jm(F8StscKUDS3b9dv1n$s@cbqCdCN3-Bn*^y7Xf1lV@ z{U`S>sKCg978v02!Z>fb&kh^@k3U2Bk1dRFs{qwWEs#3tS>&3N{O^Ui-z&F#KgsdF zg>mB-SPi&(!fr0k>C>D1Co9Wzm`XmJoM<5&QF!!HSz_!)mEv@sIZ2t|2H)p~+Xb7a z@4fSAvoO{s-){dkyN|!E-p2j9DpjZA`r|jpEWnLY7duYQ>C2;Qw!CRB)R>&0Ct7ct zH)}trXuWyp{V|K(2f<~*soX=i7jT+S(UiL>S7IXosx(pSVY`j*>>SJIr#!Dq%yXr6AO}==Svsu0s9vhc7-Eq+QmT*;b-TMlI$>;QB{j;B)ldu6d zNz{{c-cKctrs}71nexwNIoxj>^hs~3U_YWaKB3Tb=$!JWw zc=szL%%*&3;(PdMLfDxIxAOTt??8pbi+A8c;>_lV&G+x7gPpqh%^m%oMt`TXu=f9+ z2eTv(J{>763>(xsrj?M*HpP< zaArH_5u-!Db6UWKQU$zFs+b>H(O>^#bF#rrX2$K4ZA})+Ip5V=Gkqfm^YeGJZbEwm zhk5lyg!J^CYd+kZ{MSoDp|7?E$wU`f|3DpZ2~Sw_HFtgm+yBIlxa4e=Sln! zy-@I;X|YjSWJmauRDEGPr}lyuQ$cYb2XAb~{k&V7dKc`XyU^kxPV(;Dv-PGEpT`TW zTOw&LpDNRlS_1ZXIo#vr@sZ{I-4VrA9GpH1I~Asnao#Rnr?gl(XKb_j~9iX=lO2iWq45= z-g{p^>3yiv`l3Ca#h{kfi6b4UJ)5N=CCMd@*{a5R{Mj+~zY}D-rt)l@;J8s`@{vTv z`qZY^mOa{+dG$ns_>Nq<3F;`GgLV`Zrp>);A0VQg_MQ9noJ7epa}6twT)KHT!OtrE z&{E!>)7x3+)t$5u@lG#4wjjc4H?*rAQC9ZfA#lx%yZURY!3I_wxpaHCG^k1xz87#} zhoWeOiSXk9ow;{GBLRAE@?b*&H~)f$0?PJpSO+rf3@B^8eB<|gR>I`|@MBL?yZEnE z8%+L~C?{S%)9~2M-a<$}vf-?Q#Ps8ubt!g}1I*>?Z$kPUR=Y3nJjG=mWT1DxIA+%0 z1eva-yFnf5yLWlP&0a^H-Mi}-XoS6a2WnH4Lkj$t@BE%iMI2YMwLQH3IB2lqF4&3h z;4Zuic47Jc4ez!)-MtGQ;sDhoy}>p4>wBv0k1O4;=PIqJPpk9Pk-f+J>}&$4gY#J@ z?9<_DrH6lOS80S9!7A7zpbA!sjb};A>DRL!%5)bfgc+T}Qo9OG`K})ku57%UCCsNq*LXc^?qi?qm>^s){Q4c| zuIfvt!9kjv21(J6dHVk>(yxwS+cD4C;>)QM;I8=_Xya=ApEvU&%KD?%fbvfQsGSTM z0$7$(5v5<7ovEk}>xiRvf{v`JZhAEj)c4;FYL%|SWZvLlU5Fc-5T434T`B zCw#P0eE6y2bVXNc$oCXnUGAGJ-p$%+%;pDe1QfPfFL-%6&g;&Z4+kwiXh~n3Yw%!d z8f>Iw^^@wU9pN8MQb2ik(oSR0z?;mmdJFaBPbQBZ1s>wfJP-1b1m&W zcBdVCmatAU6W}{)vTiDJ62rupKiS^BiK#ww@?rO$dj8Vg8{V-moCqFj*=w}PdUp1{iTqBJF6VD&-6w1W zay+_)`Z~MyC)^dExiem(8PxBBI8(}fPk&QEW!$6k<;H-_!sy?)K^-3>J>Fcte%|cE?PhT+=keQ_Z>@TS|=|^ zdRYkWH@!dfKsDnK?`HvX;~E3Lqh4(hCl*9Zf{g-i{PS+#rg!_C%Hw1#@B3FFKOI!d>N^_~Kqct0;xPCKk@kIXW6a>ldVO%S8e^zu zYU%fi;!|abcZ16pBa(_}**m|gUvI^>8-w!{MnZu4A2cikX~Qh8-@SRK+os1-4^Q#V zJN|0{ddp(ok*fc-#YcZR1g^PpSAUK2w1ane)6#uJPJ@ajj^FY7jMhCV>P`yO>-c)6 zV55ZaQKK2qu^0jEpGm4BtB>USfinIi=m6a$OVB7Y|B{3lPs^h=UX}v&+LB3%%}Jin z8cg`errp2UyONH+t4o~Qb96??>-0_OHFOB{|*|}eh3~4 zXGQc3?wyxQyvXzT*ln5p2W%wTlU{xRxud-tGR`D$n(sYm*!}SD*3u&8nqHk zS%It*wWzO2z4O~WanI972Q5Urr-K?SyY|2vER~=JOT<0>HPwAf!}my^sRx-mz1-@0 zNptJTFMHQs?ofZfYmdG0ewAr@@7X@5!CEX&!R>*{{Ttr7FVq9M6Ec#hZMZR_GXCUt zr`UV*XT}S8PcMfz(Kf#M^sjMI#Kt}G5#JXFOoxo|fQE4=w=_SDfC7;F`mmh>{WHpIvFw!G^Z!>!Nf1?zpP!_a-WlP@;?jlK+av&pw2FM#01o7o}HbP zG;yBYl8S_CQ00V?k<_o<6)yR{M0}4lG-11yrx*8bF#9&OQ1x)~bGa##8{I?{I!nL* z*m4V8UEYl~28HtC-J5qFo7myH>-UUDhf^o(MT)6{6s4>IDSA0KjR!pJS5j_veao@k zv*RVh@119RAY}4*@;N_o`FDGELVK`1Cl#i}eatgZuRWXH*lujN&S%G3-N|SDB zZ=H2hlG$D7?3|KyiHEqY-t5(7w&9*ts1Rm`ZA9kL*Z;7wK#gfBWy$sHz>Ss-k8ZIY zdb*US;FF()2$sl8duaPEWqWMI`^6IsJ_N2f4r^lXJn(p?#Pril=a+y=eT>fCd7VA! z9PcCDzKS{2W-{HrcQYvIAaPkmZ7zoQ@`^(wVfRL zP+?l&J;*@*DeKwU&M`^zt5Rb;m2Fbz6oI60*(J=jU-Z@9v>r$o#PZ;~h@R8RHeyc? zT8KqArlf<2u zkEiZ?V^gXlaE}vningvoUuVzp{9CtMOZS30B4x?zz#;6Xd@tUAhtc6zv)G?HOg8ir zu1|but2Ylk4h`xjfQQr6lhZ0x4rtfjJT0St*j}O?)c-XAbzUJ2lLu4p-{pS&j&)b{ z!Dl=h8^JQ5LB_jt&zdgV(eiQXzU{2p-zQ&q0Uc5YnVlAM+hND2N><~J)ROP;78txq z0%~M6Z3bmfP=yQ{y$5CE9Z7PkF*|!d+ARfnczv*_++K%rP(uN!-0;mjaLZxWZ=;8Y zQVvb#3l@*sW1k8tvE0h9pUE>|PY%$zbkdmP^Qj#h*Az-GXP4za0vhx|jLV--;;k!} zk0{r_aF-oawV#s^@a_jsIeVE`Xt6#nl6-Xa68mF^H3wfzPRtakSKk31g9mjOjHZDa zPLjrFf4pJ%wrP54Q;(~~7cI#+MbL~Zq*E!p=hN=r2XxR{Tz(c0>>|*yG|9lG?9_;zBZYC(j3*NgK(`w_^ zUZC1Hfy!*43XyC7e!htJuq z|MSjn!#g_%P%x~UX`OsQJGs5w7Bn3&LAQs)yhr(2;GuLT>wdRuJgJu*x9d;X2H&E4&NMqH$Cj`<1mTatzY*j@yKj| zJG)*xb&sFNjyVrP-hifmK=Z?x(?6T#LGcJ4fB=D|>V+ArC*LbQ$ShWQv$)H98)!fo6t-V31Jz9S5~XdY*y@37)>2WhuE?BOw0Qk|#a-u(iuN0@*>m*1ST_?iipOJYXWFp$&BHeHK+u@}BJ0Ep+RD2i>HMI! z{jT#myN<8F2`+1|?Rs4Z>7krq@jesx^0eHv9oa|0V}Ex*h2&XieHQogY;D@v+O}tQ zr}_RR8I&Je5PmEOG<{P)Q|wdggj`1Z$-?EzJI}insq<8&sz9T@;;H)gnX2CXT)$Cl@lIhjjC33K>%QI^Z84*QBbUyA+RUKI zpM6K!WA+=Zd!l%-Z5x&;K(MX)7w(8J-U+F)19TSe+`Mxc>-&WYF>zuw93~F~bdb9AGV4zi-2veGX;uJzL+koK%>$@iK)_w!kufv2VjWx$hfp>#g}6m{C%03tPQpY4eB9hemjA#B13c>wTkHTD ze@?t>o40FcY{d75)HS7`;SwRp48d(5BeC1ecE_W&W8Mp(*~Sl`i3ASFY~z{D5v%3zg^S&LZ2lJ9qBwLw(AyX`)^eavco_mA~;6?77Ky(efE*lp91{({QA4?pii znE`~B0nw{v*U44b6r*Y^}CO8yWSqES{?zK z72bRID`bV!M=|lpy+(Ta&Q0DIS|%GriYRHney3gX{c6Np$e0Ca(&*eXE$*`NLsLzT z**Al#`a*r-&FkZBnHcMv-zIKH7bFuGjzk9slp&ar=L_5&2H1fEs$s^jAMaYrz`*dEk%2)9MRWGw>4D5l8XzmHnVDpm1O72i Ubz~BmzK)qmfNjoyMg|530NfQMKL7v# diff --git a/Algorithms/Expectimax/Expectimax.py b/Algorithms/Expectimax/Expectimax.py index 2792821..79fdee7 100644 --- a/Algorithms/Expectimax/Expectimax.py +++ b/Algorithms/Expectimax/Expectimax.py @@ -28,11 +28,11 @@ def final_direction_children_and_scores(state): final_direction_boards_and_scores = [] for direction_board_and_score in possible_direction_boards_and_scores: - child = State(board=direction_board_and_score[0], score=direction_board_and_score[1]) + child = State(board=direction_board_and_score.board(), + score=direction_board_and_score.score()) if child != state: - final_direction_boards_and_scores.append( - [direction_board_and_score[0], direction_board_and_score[1]]) + final_direction_boards_and_scores.append(direction_board_and_score) return final_direction_boards_and_scores diff --git a/Algorithms/Expectimax/Maximaizer/Maximaize.py b/Algorithms/Expectimax/Maximaizer/Maximaize.py index 7df3b59..18b5770 100644 --- a/Algorithms/Expectimax/Maximaizer/Maximaize.py +++ b/Algorithms/Expectimax/Maximaizer/Maximaize.py @@ -18,9 +18,9 @@ def loop_direction_children(final_direction_boards_and_scores, alpha, beta, for i in range(len(final_direction_boards_and_scores)): nodes += 1 - direction_board = final_direction_boards_and_scores[i][0] + direction_board = final_direction_boards_and_scores[i].board() - s = State(board=direction_board, score=final_direction_boards_and_scores[i][1]) + s = State(board=direction_board, score=final_direction_boards_and_scores[i].score()) if not s.is_full(): board, value, score, nodes, watched_boards = minimize(s, alpha, @@ -36,7 +36,8 @@ def loop_direction_children(final_direction_boards_and_scores, alpha, beta, if transposition_table: if not in_watched_boards(direction_board, watched_boards): - best_direction_board, best_value, best_score = direction_board, value, score + best_direction_board, best_value, best_score = direction_board, value, \ + score watched_boards.append(best_direction_board) else: best_direction_board, best_value, best_score = direction_board, value, score @@ -52,8 +53,8 @@ def loop_direction_children(final_direction_boards_and_scores, alpha, beta, best_direction_board = choice(final_direction_boards_and_scores)[0] for board_and_score in final_direction_boards_and_scores: - if State(board=board_and_score[0]) == State(board=best_direction_board): - best_score = board_and_score[1] + if State(board=board_and_score.board()) == State(board=best_direction_board): + best_score = board_and_score.score() return alpha, beta, depth, best_value, best_direction_board, best_score, nodes, watched_boards @@ -73,11 +74,12 @@ def maximize(state, alpha, beta, depth, alpha_beta, transposition_table, nodes, # state, meaning tiles can be moved in this direction, the child will be added to the final # direction boards list. final_direction_boards_and_scores = final_direction_children_and_scores(state) - if len(final_direction_boards_and_scores) == 0 or final_direction_boards_and_scores[0] is None: + + if final_direction_boards_and_scores is None or len(final_direction_boards_and_scores) == 0: return final_direction_boards_and_scores - # Loop through every final child (direction) of the state. If the child'score board isn't full, the Minimize function is - # called and the value of the child is returned recursively. + # Loop through every final child (direction) of the state. If the child's board isn't + # full, the Minimize function is called and the value of the child is returned recursively. alpha, beta, depth, best_value, best_direction_board, best_score, nodes, watched_boards = \ loop_direction_children(final_direction_boards_and_scores, alpha, beta, depth, alpha_beta, transposition_table, diff --git a/Game_and_Graphics.py b/Game_and_Graphics.py index 045e1ae..ae2dd62 100644 --- a/Game_and_Graphics.py +++ b/Game_and_Graphics.py @@ -54,7 +54,6 @@ def merge(state): """The function merges the state to the left.""" from Models.State import State from Models.Tile import Tile - changed = False new_state = State(board=deepcopy(state.board()), score=state.score()) @@ -66,34 +65,32 @@ def merge(state): new_state.set_cell(i, j + 1, Tile()) new_state.add_score(new_state.board()[i][j].value) - changed = True - - return new_state, changed + return new_state def swipe_left(state): """The function swipes and merges the state to the left.""" from Models.Tile import Tile - - new_state_and_changed = merge(state) - new_state = new_state_and_changed[0] + new_state = merge(state) for row in range(BOARD_SIZE): for col in range(1, BOARD_SIZE): tile = deepcopy(new_state.board()[row][col]) - if tile != 0: - while new_state.board()[row][col - 1] == 0: - new_state.set_cell(row, col - 1, Tile(value=tile.value)) - new_state.set_cell(row, col, Tile()) - tile = deepcopy(new_state.board()[row][col - 1]) + if tile == 0: + continue + + while new_state.board()[row][col - 1] == 0: + new_state.set_cell(row, col - 1, Tile(value=tile.value)) + new_state.set_cell(row, col, Tile()) + tile = deepcopy(new_state.board()[row][col - 1]) - if col == 1: - break + if col == 1: + break - col -= 1 + col -= 1 - return merge(new_state)[0] if not new_state_and_changed[1] else new_state + return merge(new_state) if new_state.score() > state.score() else new_state def swipe(state, direction): diff --git a/Models/State.py b/Models/State.py index a275f67..8fb69cd 100644 --- a/Models/State.py +++ b/Models/State.py @@ -8,6 +8,7 @@ from Game_and_Graphics import BOARD_SIZE, screen, BACKGROUND_COLOR, \ from Models.Tile import Tile from Models.board import Board from Utils.Constants import WINDOW_WIDTH, Color, Font +from Utils.Helpers import get_not_none_items class State: @@ -88,81 +89,59 @@ class State: def make_direction_boards_and_scores(self): """The function makes a list of all the possible boards that can be from swiping the board to each direction, and the updates score. :return The list.""" - direction_boards_and_score = [] + direction_boards_and_score = [self.left_board(), self.up_board(), self.right_board(), + self.down_board()] - left_and_score = self.left_board() - if type(left_and_score) is not None: - direction_boards_and_score.append( - [left_and_score[0], left_and_score[1]]) + return get_not_none_items(direction_boards_and_score) - up_and_score = self.up_board() - if type(up_and_score) is not None: - direction_boards_and_score.append( - [up_and_score[0], up_and_score[1]]) - - right_and_score = self.right_board() - if type(right_and_score) is not None: - direction_boards_and_score.append( - [right_and_score[0], right_and_score[1]]) - - down_and_score = self.down_board() - if type(down_and_score) is not None: - direction_boards_and_score.append( - [down_and_score[0], down_and_score[1]]) - - return direction_boards_and_score + def get_board_object(self): + return self.__board def left_board(self): """The function creates a board that was swiped to the left. :return The board and its score, and if the board is a losing one, then None.""" left = State(board=deepcopy(self.__board), score=deepcopy(self.score())) + if not left.is_lose(): left = swipe_left(left) - return left.board(), left.score() - else: - return None + + return left.get_board_object() def right_board(self): """The function creates a board that was swiped to the right. :return The board and its score, and if the board is a losing one, then None.""" - right = State( - board=[deepcopy(self.__board.board())[i][::-1] for i in range(BOARD_SIZE)], - score=deepcopy(self.score()), - ) + right = State(board=[deepcopy(self.__board.board())[i][::-1] for i in range(BOARD_SIZE)], + score=deepcopy(self.score())) + if not right.is_lose(): right = swipe_left(right) - return ( - np.array([right.board()[i][::-1] for i in range(BOARD_SIZE)]), - right.score(), - ) - else: - return None + + return State(np.array([right.board()[i][::-1] for i in range( + BOARD_SIZE)])).get_board_object() def up_board(self): """The function creates a board that was swiped up. :return The board and its score, and if the board is a losing one, then None.""" up = State(board=np.transpose(deepcopy(self.__board.board())), score=deepcopy(self.score())) + if not up.is_lose(): up = swipe_left(up) - return deepcopy(np.transpose(up.board())), up.score() - else: - return None + + return State(deepcopy(np.transpose(up.board()))).get_board_object() def down_board(self): """The function creates a board that was swiped down. :return The board and its score, and if the board is a losing one, then None.""" down = State( board=[np.transpose(deepcopy(self.__board.board()))[i][::-1] for i in - range(BOARD_SIZE)], - score=deepcopy(self.score()), - ) + range(BOARD_SIZE)], score=deepcopy(self.score())) + if not down.is_lose(): down = swipe_left(down) - return np.transpose(np.array([down.board()[i][::-1] for i in range(BOARD_SIZE)])), \ - down.score() - else: - return None + + return State(np.transpose(np.array([down.board()[i][::-1] for i in range( + BOARD_SIZE)]))).get_board_object() def set_board(self, other): """The function sets the given board to the board attribute.""" diff --git a/Pictures/Screenshot.jpeg b/Pictures/Screenshot.jpeg index 3c6be781475a40fa363021a982f5618602f7df6f..5f447de32240be54e635198a94336c98f640bfc2 100644 GIT binary patch literal 28801 zcmex=$<%PwSRFvdYWaQ-KK!z}~va+(XvGZ|o z@X3h?ipY@+{vTiv|EDQ{cwTw*63@n1ILW+itY{G$w>`H|qMvW5}awt1(JSZA; z@q>zSQc)8pmzcPOq?D?fx`w8fiK&^ng{76Vi>sTvho@I?NN8AiL}XNQN@`kqMrKxV zNoiSmMP*fUOKV$uM`zch$y26In?7UatVN5LEM2yI#mZHiHgDOwZTpU$yAB;ba`f2o z6DLnyx_ss8wd*%--g@}x@sp>|p1*kc>f@)+U%r0({^RE_kiQrin8CgR5fG1|`Ad+2 ziIItgg_(sNL#Nz~4os{_Ry;>bO1x z-CnojgUE)r(JzBC^6x7IG%GF}B}LyxDj{c_Ukc>5KJ~?X&!E z^}Rnd>+AideX`wUSJp}#uV3ZW{#_ggEOW$UlhL%ZXiocxj(fjPJS^%lx$-c`jo5 zba{>#3q!o@)lL3M+VAIDeY+fZ`R!J2?v8i4dW#|#%rc%jQG#g=e}N-ggZiR<`hS<$ zXX}PtkK6rW`=Ot?585u?lJ3o192pfZW6)w2qVXhO;rTW;&X3XcBL6N~9o_!z>9n;U z&0bw>`&gKfZ+E^we)5y!P#0Z4c>mVv|(lO8)T`>-VaD43Sg& zp<4WyS1fYvrQZ(IzTKVrQAH;)?U=h;*kk1#3;3>e{n_@xyxY$5$NeMM?n!^x-*1y% zzv@nVM#6uFmcESbEJ1HS+pJp5wd7NE_|p1ATmEjUf1&!={*TV%{|rxNG5r45_2c)q z>JR2`4VTm;T-YivfA7aUf8Imszq9WCn5nl&;h=)=Ma~=B&jtVRT}?7dd3KUd#YFSJkT-}(Kb{w;svi!1de zvb+>qy6mjsEYr>nE*FI7$SyIs-Eg@1?Jr%CP90AjzxC29Qd2Ei-79wL z{Lx)u%NN~u<#N}V_M!7_Cj-yA%X^r6-rg#_thW0>7a;rtpZ17Ro zy?OVg)LF83k}aK<6!B&4@2pSFZ~Aq!Qt`vra}%{crCffW;(sz?6aT>s=J_9w#BbjJ zR(w^)v&Y9BOSMfZau;vk5pDU5FXWB3P4#@10)~HTU)TF@y}0Fmb3M~mX<4@Hop1hF zF1>g6w&~+FlZ03%KbWvUe#QigmyPiv|E|_=J|oYu5L(FQq{noibwG!7~iLTuvHf>|n zt%D*0PK`=kCR`m05;T|_7~aOup1 zz{vcRhjLC)@=FJK%eq7N`AX)?)&%alvh{Vudy~6Nck}AbD!ubePdk!$@YQ0z8}CBW zl}&$XEzsavz+k~pw!WeM!Mu5fmrMA&q?WgrYInT-&#?WiplAMF`Mc6g?;N??*PQ<|Fq!)QGpqy?)7JG>+}C-I28GDrH$dY{Tu%?WLGr5iO=}-=e+ir`Dt%=N^hL=SlMpt zm&0|3dAGd%v4HapUvuMshNU8m&+czq-)&;wDKE9U96s~X&c{IuWbb5*Bm5;9f8E%-Y&UhD=`Ddo;tvF7>x{$EsX$cmx zuiyS>_>pDbX#d6LKf_bC@BbNkt{;lu+}^lley6F|B zk64&&NP6?p+S30FJfR;p|7-qd{GZ{#>HL503;3gd4?T`F<;{P^>Zk=?)*?!WbxBNC4 z_qA7Rp4uqW_ci#z{5QWJoNw8uvitfT%ayOcmz$TRopaegPu!vP;wL7Tc1y?m*So&n zV)&W;P4>sekIawUwmzz^m&*RnaBE`3?dZLm{`PT{85_6R?{Ym?VD)U@(nVbiKaKx! z1=p(7aeSCIOX6qot6;ywSB?t={%2Us|2%g68{Tx;?QcG&8foyBuej^;q+Ib(`X|Sq z;iCT;ST#3J@@M(s9mG|$!&GxY@{5!ngZ~T{(?6}d{f&Kh-}7%}8(SsBwqDU&SYR#m z`{PfG1^n~(KUf@Ac=+RDk6pb^v*)tu{&;uV=CJ)V_J{FlH9UJK2ma81u=?hVEt_7L zrMcPOKI!29jJGEJKLe}O?!Nq9Dce;BY1=O(-S0bd`Ap%@gny>r(hr=LG`ZjOk89IR zuhU|!X)3`t_e@c#OS!M9bzNCV7%{6E9C`EUL{;urie$-iSB`^H?a>W+z~zIOUw zk4|)2vvK{$r%p|a=QKE2T6|j1Q+Mew8>&)nzW|p z#(#!v^?UnWGZyfloiF@qzwG{uw^7Hg`3k-JbdFt(V{Ojay*)g4#51LP9`81^IA=BI z@8RE8e@wa``X83I=aFvNwXag@eZV{eCr|4JzB`|{Xsv3hdV7woFs|E`p+@(2P~F*m z>X&L_%OCf*{i;2-aM@kIyr-KsvA;Dl7T(#DVVRO9$_i}sG{`RF4&dTmxpkJC$Ja;zxnHTo0 z(^dHQURH12{^RGz`|ew$1V2vOD0lGbn_XM_yc=&zKj}F+|G4R|a#x1B%o@`l${)iY z^LOpvTDrp2+gp1k^S#$qyY|IaPvQUUb>l&D$EU z&r9o+Pcz%>;PG&Ri?T}nfr;%8<5MfVqc8t){;hNS)vVMLI~wu3`)9G~V_kcGa$$YiCY{22$~G>Z(uya-f-m-2%3R-3e>m$; z@PCE{?9KKc_@4h~n56ywmj?5r_}2QZ+mFPmF8W2OuI1Ax__E=%Tv#93Y#Y1FkIhiBmQ`P&-~48OINxc}`b7uLaApz{q!w>tn#S8Aw(C=zLde3Oi>f0&gmc3aIb=kt@Ahau0ckAGjC{ZFu8_&>vi{|syD?-$j7Jk|c-{hw}g z`>((5|6&Tyjw@N^X?t#~NRj-9o{IVZ+W#j1`#t$TLto&329D#M{~2D?U$cL|)BeZP z(k~&uBfs;75TP*eZTcO{z!UX{3?J41lK3R(p7=Ogn}dQ&265tre-Jmm`a2@!s$J>TSN`KSRs* zi1wUTv%kyS-tg7^__{u7z4{0BKTWFt8P+%dXIQYd_|ZpE&5K3d*Iv9n7}y$h$|x#w zdJQ;MUaqOX|I_}*E*liy= zK;ysm>$2ZcXn*!6`?oUbpY_JZCqCN$<(qZeCbVPycL;>QYqR*GKfIIwWZFN}{%HS~C+he=wv+!%`|f6HeXML#nw#lnbkX?5ra8^} zM-o|xz49NX{+R!-O*i>J19QrM2B~9<`rq1wfBxtA zZ_U&C&#yn$6ShU9KJ(H3`Jec|rfdIam>=K$pTRi&pU{3#);_wX{z1p(fI zJK{gXft&WnHm+Fw+h6q0e})P5t1aXI{Q49BbGAL2Lr_Da*H!*j#ro%en*Tu>&FM(xX|KbEf6EI##Z`>UGe!cQw=_&0qM*!sRU`qtf( z`yWbtwExTh>-gXA>i-#J7NZx3uV1WpzIA@*r#UO0*b`K`_}2LyMT;l=XJ|lj&=LGY}fp5*RteCH$ns5 zl3l+vzHNRdGoa42(f%hiAC%;dLz0|p^2J#3l$&xJkz-@)I&G9HCg$>wnHd_3x+b=Y z1Uj%{!pi(%JKW>$d-En0o8FC~9D3{_$BN66or2s7qr36E?hO{(ub>`|5*MrOmNx%^+Wv^(RDuMzjuFiFN^(C`r=$um&SUIUkr=7G;m?&Q_^cywM&<* zHN5}c`0IZL<=30^e~JhGXW)Nzs7qs=^Hna5MGaW-*Zs}=Kk3~0&v5;9{R_@GPt*)} z^HiPWpZ&oPcbxwh^Pl1N{e`zKx{AJ*=ff7#FtM7at|H-)>}zUd|1(TXd;V{K^nV5i zueaGuw}}+2b1q88OrTYUoM(->fNNa<-daC7FbbNobgt)-zd}C*mT$!$d&~~N8>vlilF=X93he1_! z%KX6VU;b@9ah*-8eZ#7U)i>TBy8i9Ul(z|sy0n=KpnfBqJSN@ZT$iW3eS7EAS#De% z%{oWEF)dyn@q=^Gkw>57W-?ou-+Z7_dylcmo@w#tbv=5rkF-{0eE#fHQ}jn?_15Z~ z-P<>|rhiy{)LiUQByaC#!TEZTeeeI2di>3v^U=I*Yd_z)jjyIHGp+wxwDL~>7v-OF z+3P>HADLTaFBEfd$sPCn^jyu(@Ka%*&E^PsvV3xU*{9_%`p5OsALoaWC8y`=J=9Ba zO?a@CaQSnl%;>@B%`ZN?*<7yH_l^GI@iErf>&lm>ZdXiRpEh{X zVtnA@yW=q_#UZb+|7Xas|MBVKe}>mf_Mgl?p;b7ew0+IX<<(ND5{VKiSXyh3EQ*#Q*Rrl@kxxQPNVaAZve9lFP1boxn5UGP_Bec5mIcJ-S4K8|ClV~-^wqoI$9w+y{S&=hQG=+v+ZS@JP+@&YRNcz zu2S*m>gBm7(;YuvJ9ppzVhOjl$B_bu6pt%q463E}D9(&?eynSL^qXL`yohJTi#Lb( z?LPRPI9AwZ@iw;qptimc_YM7-@9H=76s=l+%YFKO`_JdgW1i0mJy|`w)7Br9Z-n4Q zHkm~<^PUfL!~M!Tzr$%2_ zuHMh@GcCEW;>v=!#|jVXL=R_t+isk-LB(+2*NL7MzjxUBFRf**TFnk4eEppY zk<2wdSs_z))=ZmUx%zR3{^J4&mIr*>x?h);h1{@%`0@BWmWFbP=Odsgf1ug`zA zTh?0}EnC=8R{g5VGS}V4YS(RtMP1qr?_d>z&B9%mg0@F_U6%d#**^Z0-EO7-3=>P` zKm1#xv8d~bZNU2KA1Yn@SUURF7Ao4uJpL8l6u!NNZJ*~J{o>>umD{eXZu`%$=|IB2 z#MM_%-inx8ZT$4dKA~x`rI)~QoV^hLfV}iJEloEGd%fo`?h8BydCG4 zI)Ai3v@34?!hfQ9d!C*#C(pKu z95=DmQ=VP@y5FemkLmV5B9-S4{%7EGuV3l8K1(s&|MI??{dY4N&fA@`v~P{Nw8vGw zv(Dh<_l6By``r6(@~3dz`RgD2pW)it`u2aiA9~vx*Ov4qeNxna&+=jK>Jw{cO7uMR zun~;@Cx5L@_Redu4;dF;p00b+;S*KZySaIe*}*>JdyDzq=5Jmu5#k+k>(%}IiR#QHv8RA$8WOE>35 zJc;(Vx^cSw_U)(E{(cqf=W0*3XzEj*_4^O-M-K5)(Mj#>Nq;@$1bmz~jA)b*)< z1vq9YtJ*8=``7E)q(8RKXMZ_KFf&)}^-l3+55M>SVJWb`W$)Ghck{4p1;{6{88*srP{`=ySGmAlYMwa*)6a5B>&meiqpOyYg@vO9~FwTvNmWw zzel*pa86>Mb-0t)t21p?-;wI(>*;a!AG}Tpl zrffUUzuqnU=hb$s(%v>Nv17Sh$QO%Msb93bXRh`Bb#7(hsu)hSL#sY?SZVxckXq;} zdeZV#QPJex=`o5Du5MZr7$ffEugopGyO(KOjp(ZA7yC3eUDcZu-o}>nT7b1Lq|eCV z{p*M;;WBCuRaJM{W?fkvHD~4Nv|07WyMHWwtZRJK?3>`r4{Q-i|4&L&f2`RY0-*HKf=pvzjA3T+Gy1TYI&nJ`6q?1{UeLqHvLvKzpY;X z%8xwb{|wXZzkPpEwk6QD>iA)Jzosx=)JA>9k5%^$+1h1$^lsi+Z#yHsK;oFlukdVF zlQ-{LivKgEAeMxt86$x*tg-pGJrr$9!Bf(^Xt&0Z|tGa*i{!g*I`qy9g ze_>g#vOXH6rT^xsJtSsiWcpLvYfrDcnc6<(zt8-wKk@5L_dnMw^@o3L zSk$FG;j0rUtzpBIraw?1qhVZy-ly~J|75Rht(D52Z7+ED<;1mz6}uE}B#HXHlPNwS zYaQ#Y9?%q{=dUhDm-9yF+{X!ZUt->>OU z{xke3T7J{+Ve!UAJKq0rD!utp?mML-7-ui-%hb)6__L3c%CI( z&urE=U9YgKvNy}E*X>j;Prv=u`jqy>-(rjZGdS+v|NG_sAFJ$+uK3SzA@BXaU-|#E z_Qa>U|EtsAIqyG%p8CI9`+e%Mu0{4qSL$Dwm;Yy|HUG~b>V9LZ{4d_S{~7N4{%1HE z_-4g_hVw_i8$3PopW*!S??+y*Sm*vGs{b$ByZ;RDm;GmWv;xI8+o|$Df9!iEvt$0x zFaLhbEfqcSw>$7Z!-Bi_|9-juCsZEQs!fakGuVsYIXqqXKZD);`@-uM?Udh`W&cHb z_kV_cv;Q-6Ek?EKTS)!$N55wjJ*t0x`S+vJE8)uDblv|om)C#4T>mko7TG4bQ~iJb z#253$`2YD;U*or{>q#AQK=h+pb2IQi!~E`diKjdNGtBpY-+4VSrXMvNkS(g#vj6!%-hoyeHJ;YR(g|bR$brq*&<7O=YNJ4mii0f{~1*OGyK-Ff5<5R zMf5+z$@+h%c2*kvXZZZJ_L6n|wH@{6XV!kiufEU6{?Fg|lIFkJ?SFnwzc1XjX!rad z4(@+h>p#W+XV|p(pMci-5Uqu7PU+g2d|`SXYRC-R|d|LmXmvLt*~ee&!5U(8;`f4}{o z;bRFJFXw^%^XCu#Gn}wn9sRRj`O=H^CjX9KuYZwyW&iu_pg9{f-pvE`=g%Mf&oH4j zZ2PBw?n^Hc@W92tn;ZT!%%9)ZMK4_)~gP+d$ zpTXXq{h#C4sQagX%1w8zT>i}tRIukQ{m)Rl|38DcI|lz8^S`<}{y)vHw(g()$yTrH zv;Ujg@_%i2z5o5L|EJfF!g)J~{m-92@;}+HX4mUKseCIE829m1)%%0>KSkHozyA84 z;S0;UM?319{xf{ijsXoH{%3f>8G97#AS|fO1Hz&Y_euO`=x6`Wux|NJuJ2kO?(@_i zZ~o74J@`*+<;~@w5zqA#|1<1e@0NAZRrIs^O{}BJ(3()(PVzs)3AXxQzw-aGYOh=u z{c!%DhV=go>zDm!xDd2!)_J4<4Am=N|8qYU@K1_MW6_RYob~gL_wDmPvCjUtFB;T} zdXwGvqw+t4LgfC}PxpTjUAz3>g|`f$Zb5dZoV}|^`0MBA zD*2zEE|EKG^{nuar8GbQ^7h)eVhnZKA-)8^#;D3hKEB`s| zJ+;UDu>8jd{~5ks`OlyjSC$DHihTW~{(bhvSz7{KYfgT11dpL&X&}0a1hAfOtN+9} z{~xG0cl3IdJ?%&Oe+C7~{|v8R?*AgPZrSED`|rJ~`p+=&;}rY0rY?wEqkj!gfnN-X~XoLM;E+&-}lv*_rtf}PF?-NOM$MU4`m^P zyVxDZ-ha_m^w-bN?d$%C|7VyO_59!dc+gPsJMH!#`u`b}wx0i6xBp+m)H_HEXhi+P zuA016yZ+W{>Kn0%>5NNiQhxCVztLcNDth{MjnjwRBZnlu-e4B)IVrv9Kf`^W1$A35 zyS&uNR>@n}W3**hrgZ*!l{J#aGO!p7t4SWRY^IpwOB zIlJ0LJn3@l3dwj9+!iLG@JrCe(9>kKh{h$4=Ul6dJQtn&#=SZwRrE^q59#P>3h#0g z)qlu2&%YoT@#|dwicFzZaR)b;-z_Lw`^9w2hpj7*&kD?x`SNi`)utycm+O|*iUdZ; zDncWhtcacZ_PIyPdY*2{7e_tVKQ3Ez??kvqSC`h&wNvk2I3r-(AJ_cZ??7MHf)2G`OfmeD2?6p?AFgGI}>Y@7EgUXSDS_Ik&! zYlR=a{=4%oU#+>!e+I2<(}eb>p7rBhlo}>bHrYsHWnS*HZBvfgq)L>TiY998*zFlP zZC2I`jYVC~Tqx;iBU&=sHve~Td_>(6{YS^2|B_V|35*lGCK4DeRwuh}*Vev=D%(RR zq_8E=e;O-MqnqP1C*$bJbw~V`Xs$kaayVUM+Fz3uVxp0{-1%*NBi=Mx8g;6MM5q`$GCHy`Sxi|ZjZGhSMmFp zRYp^9MN64Yi$z_3YknTSUdR2P;lx_d zK*f5{Kt;LeVYD29nD|*gcTak0?W6w;okp3j^~B%SCvW4ai@0KT_r~{w$?-1NT;wD^ z{E_Ool6Xm1=#AwBAK_hs~x9_N{k01JyeBXNgALHknPpw`}S^n1c ztnKZ(<-(8F|CBW4|MjE(d93@PyOt6$S(7w$);@Ld&oesymHG3!_@nWkjI!jve)!LD zZuftNwo~kF0)1<>C;xo3n32^cd%ySoBYV!RZi^M!wPO8&=QWOxWdlt+7j2lTxV_D( zp)zs%g9nrR*KgCj^}c(})?7Ys%{8f!GaY$2ZmqNK`|)q;u73(2o^@CJswuQcIO3~P z*kqnQ_qe6{=M{Uh7v7A2@qSgLO14Si&xMaAgq9fnlJwI&!li~b-hIrrq3=5W)nx3vP{?9Oh z=Rd>OFZX|Og$GAIi+^8gTYuumDfz>WUX~V17VYTun|A&1#3haE)QuSbXze)vIJja7 z>!qn73@lv?^3E}DdnQTWV4V1$;hKJZ)r&ph{}~iE{%43~|77~*i&ntO#x*a4pKf|z zJ+I`k#kF>mb;V|dmEQ}U=j0bG`Dc3V)%47zH6`9+b=E)kwv4N>;RV_kx{iJn zT^038#f@o6mki_W>p#P`x0}4w6>v{E4OIBQ4*|zx2^EZFyP5&JG zm*+jlmH9@`q#rGDzZ?`~@al11)#oeq^Sz#~Ui2{~+%+in;MysFFW9~OYPa>=^{I1r zKe{*VV$Gj(bCkBKt_XA$eKOZEru^{vpG;@}GsNruXIQYd%=CDT&3}doI`_YRy8nyo z+U5TYg{xolUupdl@#jB-^AgZpq}8F_zDd<{tzEbDU6?xiNl&7)ocKKcOFMoiv^`T) zO?Y$M@rJCEX{jz`U`0$nc+=GXwx!s-Ly2z9H&YhVd z^-SyT{4=%h3DN6XwSYl2fZ^@Ib@6`Ff>%T{D^Gm3{-bySp zS|_zGx}!w1C^CEP?VmG3dOfbU+pH@JGx)pgn}l(ra;y3U;n;N>tL6Hat4|i1JYnK; z2ko{l_b%5-W?HX`I9~Dk7FU*+iK@@@ET{|ct6VRwcjj@^!XShAJ=4zn^6mOj9#)w9 zd-cMrKgy$Oy&@Insd$Q(GtK2VXZ<&u`KZ~%TUkq776!TUF}$#9{I6k?QE+${U07m!rSQ`%hA*o$7Bx~* z!ZXJ8e^~#|;d=bnkN+7qt*ty-x{vFlZeREEv-zc>r#GM8BQe$E7{fdFrR7hzCVC4j zHBU{eoOx7g>V|b9SMOfzMk>FzA9_7?vg@qd_BO`C{of*Z>K0sQT^s9Oy*f7bh-C7t zuu>jNhIwDrT35$rd_VN+O7k&U>BardZt}uX63c^^-oJCS``~HerjTiqJZoR_UEA{d zc5Pa9X2R5^nbBz?bAQ?hzMl0Z&F#`3u8VgCG+lTFJmXJY&*2_+?=0trgi^0Cwb{ua;o3l zsG3!JZ@+I(p1-I|`-oi!Y`Agfhx7j&jQ=xSzg+)9GuF50KF@!KC(QPLYt8>PO}%oh za{BMP{_&sejM_h32y_)alI5THpF#fGe}=DD>*tot)BeveA>u#7y5^r!&vfUw7K`+7 zay;y_?ah8&wRh{=8Eq<4qbqVYNW6a^cZ_YXRfW}sDQoVX-q)_0;T4*2>7v9cZi4_L z&jX@YU(U+iH#h&=>`BW)CDUw$U&dUUuTv0r)MR0oGMfTl#k%f)LfZO2pBDaSsOkT> z`s6*a`KDf%yu7pjB^|Byj53HSHTv3{6n!YE+wkDayZiP(j10Ze>VF2Cb@uNk z{xj`eckgIz*`!13Rw;9TX5cIG|GMTgNARrD+Ff&YNB_F9iqHG*lTB9EhRb?ptp0VZ z)oeb~8I{jh<`{+?yLB=wHQ|&;LJ`NC?ByFidPFqcb2xLL_Q%Kb53;YHUfj6aujHft zH2=)({2kBMy>{~o`5GH2-n4ev@0jhbl1YMZSo)Ss{3puZs~UcFs>qY$0=!>O+FuF1 zeP3i@&)T`W+ij(M3V-lzJ#$+5w6dqNSea!~^{m&&A8oi&5O^^0>G`#{U!=Ot^}Je| zw)Tnlvi}Sx+;0Edt^Qf`TE+Q)4v+usTK~!PM3l#dyN9)zLS-W!uVY+$ULd<{R%=6( z#Ivw_(s~Q{{SIcYSJ$V`lx>V(?76-tYa_{|sEm)*b&RG}r!L#ohY*+W${sCHf_sA6IBnlZlDnzds-FX#%MFQj3 z&$k#I{uv$qq5kks;R9Lr;HxH;c{+RCE0?)#=V{X@PwcyDy`%8FLdn}${y&PpzW?R> zHUFRee}?0l7*m2R%PwmwcmHQ-v5y1II|ct|I1ZVfYJYwIi}kDeAO9KtGsvvF)HOd- zVUxxFAI@Lj|C0S`|EC^0Jyo|CG#j@3KSMug9_y{f;#(d%efs|d{#O5Mul4`WApf7? z@s#>Q^6Tp_ykGgB;W21NY`2%jw@KVY*=oC_>BOV|3=jFQ?|)H#)r2FepY-{*Y}4vXWD;!bN~JPC)zxrk#61DyKHl&^K<>! z%K0|^>bkqLx{c7+3H5vbBxbOZa>#Rs^*7E6h_MfodWUzPsKUV#J z9&2$LtpPE4LVZeNwf!Hi_&*b)PwxKDu%PEZ!}p8-8Ki7x@BhVd{y#&l{KwTMfnQh6 zi!b`mpz!a+p>Op+ME3tw+CI7bKZB#>e}?yq|Cv;p*MAY5|L>Rmp!{XBOIB5AHsqfQ!hkk6hHh zHssUq=|9=OxruN7&v0Pre}#Q&y8Km9*LqxXM?Nv3~T zAI^T8?mq3+?f9LSC+6{_XcmOUH=nbX1Rqvik$sJrmOp36z%)Zus`=d!*T7s zi~5uOe}>=Lf5LL<68(K5ey0^KiAS&wEN6?ir3&vd;VwWPy5eM z1DaX+9LKxlKg03O_5124tjkINAiv6XpWJ_jy14!?dV#K@kL9b-TSmzIa>AW>(XY#& zG(v~(v2J#V5l31|v+mmtedN{okyn1W^y^8HZa?xo_^S9np}Fp@SM+2Rg<)ow0zuSW6Uo8A}?fIdw%Q|1OyJvT=&RCZ=W95CN)j13a#qWHR;wt_##7Lb! z&9bp}Vya@orz>p%)pOES%Fk9AEN)-!XT0im{&wf*uagbGel%X%>ZwsWJ^V@Wtb6?{ zUR+n=b-KAIO)_}SYW^e()A?~{KiYAqf5<(vX$3#G@-hE_qYeLDuFw3T?$;gq(RA*d z$0e%WCv2UX3V%G7?@jMKRBd%?PTX%<$+FC^b7VG(itfy>uGD_vzO*7g=Bko#Waed0 z!57atmcNK-$lSHQ{p(ykd!zph{^N#l%8n7O!URTYtyjc-t&L&6Ib0neB&&3(7Zg_bFDGJxb)Mdc)XxET#8i z{rhDB_E9evl}t08WFGD&2^vseVfy%=&JX|8Wk0f>2VDLty)rL1(dfix)|*NzPA4!< zD4cxdSJ1!nyPjUY8&^@6Dfu9x_XxxMuPFvR>>Ka!+4iqxsOA+3bbv2#MJ~bwYGK1(sGu04+T5E9<;SsdcD*-R@!stmG#m& z28zkAj&G2A@}SQ2^YYGf%U9|DQMKylUJ+yEWIKUx{+pgwdFODBV$R+2o>+6%tR3e; zA@2VMyz%0fS;bz7aq3 z-TsD~WoYJ5h7ykBXb|TZR-Fh4_i+N>bdrr~W#tC)t(-*F&5qdTv?i2q?hx& zLM_0d#6sCN`j)01Ddv~{lK($j2Lf0^#R|8;BUyZ5HPX|Ggv%&NZm?@7X+v*#1zRz9#5 z{wLTg_UL`^RHbPNayj#-sRk5qetmLz%U*TY4`F@Zzq{DH+A*nUXPWwtfU^G#mg{Xk zmUpfH`qRtMAadm?hvn;c%RO6X*vJ2UYV5Ob@z0WjiqHOMC~S+_5`6V`y~_Uec1QI^ zv%FXTX!;!B;N>JeM_3v1RJ3%O<-f1f_#QoZf|`Ae%lX)V%HY7LcO z;9;=UV9Z$5#Rkh_q6bkI<-SL29MAP{$pEeSJph}NWIp+)wzBZCz2xl*d!Gs2-kIjH zC-$22@2P*F-1zU}uaJ7#oVQ>8iaTuD(&Ns;=F;n)z!Ywu`e1&?HsO<|y=(8TnN;we zZ=sZN@jQ>ZZ0%!F`Q2}nw%KV+`grkXi(Ku4*%Nyn^Az6NB@`Z(Vtjoc_kV_y_M87R ztef6>vTL8?(hvHQCeE53VMoVq`WVsxj0%_TU zZ?bp!cg}L`)=#WaIewRsvd1sq{(05kwAI^II<7xpZ(pX6Nx~vkmUqgsC*Jrb1xD_1 z^$ZD>-fiB;)}mo!Bf98!<i_;W|4(eC zsp!?e%RAofdwk|UL)Zq{`S<@bFkJuGww!I_Bki?rH&s2B-rVBBkl4ai+*I9lVo}$_ zIdh&o`JTSrYf7e*$>U97zd?IB$g6nQ3t!zQ{A1C7hS1&nvj3`VJ@Q`j%%${aN%cG5 z$K7;gvQhsh^1Smu!}H(n{~7jgs{gp_wVl`x_J|MLJJhe3a?j>Wnsjv`6MNC^?uG9b z_fNUL6w>IWpti)l6D4-7$mPwu1keAmyQsIv_F;9c-ZzhwS>|QBoT`;c?g9MuUN1Bj zO)f8&Kx#ZQex5247@I59~v# zYi$4h*(?7dW>J^+F}p92CUY0oqx9YrT;rns+W#chebTTNJ;_ZFSOJAhlhq!;)?*{N z*2S^af#ga7)^|J!Z*pC9!lL;EDRsZ{`{una5FABW2-hNAV{rUF)42>>0ov;|< z0{*vB_dh@U&+s6SOXJ_M`Tv@X>hG)n$v|R0h3+yKJTAq|b(P``C9?h@7oYCf^ilTN zOsP9Y5)1FPS%z5XL{CRb}(zT!-RbnyP%)#CzPG{b0tm8)$ zMw?LR&lK2feM-BT&@{&4TP`~1K6O37KcS%UZ6devo<%$C2~2j_(!gyyP=>6$|1)r) zPOu#KQUCC+clgC+J2!uny$25GMZ9f_uy9t-T&?(~YOd&U)EomE!9?Cy6jH5zN3YBz zTo!FR(_)leOq*&CJx_KmypOVv$NnMb_4*g(SN5xeCU%CbITJ6sitgx-1q~n}R!WES zqf8B8KX(LHpQ5fRe;OzKu>Z%0`d_c=C#<(N`Oi>Zx8mz3`|n#{oCU2YO!=*VT;ZUx znHQi8hu=aw3uXPf`A5#569{w_RR;Bgu;RyP3!chEkE1Svy*524@=l&sCt2P@>a}*1WZ= zGH>~=zg4PzLs#h>v&WBJ$>7c)(5vcTMS=sU{jZzWbXQ(Vc$%LzuC(= zFGXDQxEm{x8tLaKx8MTG(aPio>dLjb>++r$-nxC-x^dFRg~|OfT$yHXT5fs0Y3r)l zcv7TSWW~i3%X!uqIDS#;NSc%xrV+Sg;yKZfl*z7h--w6pIHkQ}`vbJ<^?UmA-xSiv@p z@HHciIfrM*gd-2sU)#5dxv*H%?nlYkH^SwSGj>$0XL_NlNZ28GqQenYVY1tg=(FANQS6UxFtj)` zahLwzFQ?dFJIK0<+?cD{o6>vrVq55xCxWkdtx%2!vddc3rNKP9E*<}lo6&XYOV{JSS#`O%_k}U=i5JjSs&*b;_4ExYB2+21N+j7@IRX8h5s|0|JMJXp+4n5!{gFx zHM$@8Ha^T3@L!Q7ZYFe8b+r=<-_z~l&UfAAH5c%EE$Y&Md53|F6?~#E{xfj>XL!O} z`kx_Q{iw+an$Q4``mOgV%;L2#O zhrY3QCH86kXP7uS;6KCq_J5_fYxH(TnnbSM{Q0n<#eas>hU2ez3!<)GDc`mA>K(^v zmP^wE4o~2GACwWb^;&<8-dYcv#EZKuzL+F_G+fwKY8CtUOvE0UjTWk&nJUxoO?aE_ zw|D!s^lj5Pqr#?cOZ2=y`Jmj+^=>J-`Ulp^USxcJBm?$m4r^}I)GwFVY&!MQ z$^KotBkC&UPwkv9S~2f=6cbDTn{TU%H(Tn|dj6YwQ))(z)|{8;XP(U1f9By_oiwwM zmsgjcTJ-LIb(!TajYWH$U%=XAB-N7I2XGx2Q~gvlaB|12ouA8lw%ixL;hIwusQP&E zW)7R*2hEiwk4ZeIY_*%Z`onLRT_3);zWuWMrsAZGyEnF|OnurZ>tOp=>&|;Y z)s>*d)Dz*`DN!3)>kjSs&j6amL2P)9y7bE1x=UlxHUa498{<=XaXW=OH)2me{LAOB zl_IfoXZ)Te{X6!x%lbbJ{U`m$M0icq{mv=-XLc%WN&de1M5g_``{ysM%)*feR_*_= z9CQYy{Vn^ye<%NE=)ElXZpEsO6@nH3t) zpjkdJMr|5xKy4?7ZP_*H+@mgywJpelfavU+tF9se>?CYM6$!vty@A|)Dq7F`;rO2l z`@g03C&K5>s^7gor0S>q?^|Ee)`|qi8`Vxg_X852@dD~>%3F+s6R-O}N`DS&=i@$j zv+zIqv@;iaJ(cafQsNQf04cdT5FSa5Ioe}+c?e+h`nXa0Tv zmxxuBNVP`27HEa#w$*>mzpsBLpR@Zv!~B*18Qwo!{C0Z%=dbpE|Cj{2Z)*PpT7_3V z^o{aNU->F5P-4wj?%f%u^Rz|IG|Z1-zTO!8pCSMC{x4Ej_J7d)&v2|u>rKz$-}SNo z85Uey3P}z1DDoPc82;VAUjM>$Wj#1K$>09<{x92BeNaMK)TPs4zy0g|U%XlI;KbEmb7YLH_?u07;eg*8l(j literal 31674 zcmex=$<%PwSRFvdYWaQ-KK!z}~va+(XvGZ|o z@X3h?ipY@+{vTiv|EDQ{cwTw*63@n1ILW+itY{G$w>`H|qMvW5}awt1(JSZA; z@q>zSQc)8pmzcPOq?D?fx`w8fiK&^ng{76Vi>sTvho@I?NN8AiL}XNQN@`kqMrKxV zNoiSmMP*fUOKV$uM`zch$y26In?7UatVN5LEM2yI#mZHiHgDOwZTpU$yAB;ba`f2o z6DLnyx_ss8wd*%--g@}x@sp>|p1*kc>f@)+U%r0({^RE_kiQrin8CgR5fG1|`Ad+2 ziIItgg_(sNL#Nz~4os{_Ry;>bO1x z-CnojgUE)r(JzBC^6x7IG%GF}B}LyxDj{c_Ukc>5KJ~?X&!E z^}Rnd>+AideX`wUSJp}#uV3ZW{#_ggEOW$UlhL%ZXiocxj(fjPJS^%lx$-c`jo5 zba{>#3q!o@)lL3M+VAIDeY+fZ`R!J2?v8i4dW#|#%rc%jQG#g=e}N-ggZiR<`hS<$ zXX}PtkK6rW`=Ot?585u?lJ3o192pfZW6)w2qVXhO;rTW;&X3XcBL6N~9o_!z>9n;U z&0bw>`&gKfZ+E^we)5y!P#0Z4c>mVv|(lO8)T`>-VaD43Sg& zp<4WyS1fYvrQZ(IzTKVrQAH;)?U=h;*kk1#3;3>e{n_@xyxY$5$NeMM?n!^x-*1y% zzv@nVM#6uFmcESbEJ1HS+pJp5wd7NE_|p1ATmEjUf1&!={*TV%{|rxNG5r45_2c)q z>JR2`4VTm;T-YivfA7aUf8Imszq9WCn5nl&;h=)=Ma~=B&jtVR!C&Kf*t(dK_~($o%TM=h3qEXQZd9mZs^s7p&?jyfBCP+CGCH^&b{LmOuVF z`n=f5M;y<#d)_iEUvuA!WfPCk##O5mc=`^yJ6>pD{N?Fdms?}^WAaDk2mD9FKV0uv zzg}&_rd<)GzFL`QF3gzCex_UfY3>?Xug5m&%3Xg|+`=7RIcxJYS$8o+X{_(wpUr>E z`Dj_3)$SklA6~uO@^#~c=(u=CiR#XG_FWpE_%1AYdqTRKxrsf1e@n*tbG>Exx3(XU zvZ^>7eYGY%b9vL6OLw!BUMk-`@L4InwpoS8s&Nu~)UWn$Za*IDADzqg+4uUwCVrup zUTZB|%Z`@{%W#I)w=@|XUgn{^j)8r5U_47!yik3P$(6jI+kPKAThj{V?z6kO-Iw2+Uw{9OxnN_(*QOI42anhM%w;32usx{a@oZiyzbOACv#E zdJk)Dak`45aL~@pNqTCt9Jmfj>uWKjp1bFnyCfcm;%zpHrLHxz8`E53ZvR`iXP3hEK z`}K;>rWmIqP3w--oLMe!9wa@_&4c~omq1qr5eji#Y2CejqF2An@7w-QdFQt2zl~#> z?s-S|E?JoI&|{v>mpeR_#}_ll-T!d^+lddN$GTI~AKldszL>wLRe73sh0C`i4Q%0= z_ZW|ry|s8bIrcxpk^DY;mfX@_=L7r9_I5psP!ou~dH1E!S-y9Ma~1|!vYW;q*}rM~ z!P=ZX6Mj@Z_n7+ADD(R!^(Sj0*&l3SJpbd7{>}T}y04lP7d~FFYw9c;vx~Ry=+61f zu2m*F&-Q$i1w*}X)%E4KUfjw*xW6%~x3Ags&bK<5OYigE&iZ)GlatBwgGT`W84sC~ z1M9o$v-aP7#@`Z^+upIoH}7%a#r1msjwSC76+W!#R{C=~<3Wx)4-5N#KE7+8R$F{T zUbsG`UaX=%c*m^Y0o%9lyZAP3!t_ePwT>OaS0<#~{=)4bulw)JKfd-y;m3WIJ+E`$ zjkMVmpJjbxvXO#bXn*|NZ7c11vcGa&yT|Pvu{JlMi$l?2qN^0EOMrn0;{k@U^=HrD zD3954;Xgx0uafmkF_9|?^NvcMW0-hd!*1ymjqi!^OTI9E?tkm}+syN$_fa!Bl@C|{ zO<#Qfr>@wN%g1i)JSZ3ar{QVC9ZuV(zN_iS3@Z8`Y=0BKGSmFm7V};E=B8Z}h`pW1 zp!4~S@9qtbF4OzJyO!>kx3l_@{^0Ai$=PdO-fCN1xN^xRm9kWGmyVFU+%pzQNBF-- z?fB2oBlRaSm4Dwp zjk{STxIj-B!dTE1KV@TwTvgu`YReB!WzIJ!(bhL!2W~3zr@R3 z>_>Tn5AT|Kr0hS#?Qb2^*1c``eB{WQ`mnH?stN2t+V5X6{P_HjOa8-ik9L>K`;=d9 zn;4y?Td^&wv)AeG!dQtVy{}FM=T%KOY|C0w|G{s*aBS9m?ydcNv0j(-x>vAmKlyv2 z&(dxDxvv%fGc-yq|IffG_Ho+m><7Bq2R_EQtF5lDn!f1>pHJAw)eL8>^U5T?-nuts z{s-T?T+hxQuv7cUb8$+0&=sX7Avg05fv4@;Qk7pVYp{#?Ao_IP+~3|A*MGHM5t}yc zpH5fg^LY*vk93!C8yh}!U{;wo^_Nwh&L17-e_rv;_8%&9|1%uD{w#NT`+tUqIzO(= zllUEf<3GdJJ&xb>w^Y`pPkrXUx$I8wjdO()=STfY+@IKXtL#qz%Qtq%1OFK=buoO- zza4&bmi&?a-l!Zqjv3kY>6aH>KC&$DjeYpU&AeZ`ui-CV`K!j!LT= z+azO8IanNIx3Edu@AfCTR&4o)>5*3!u(*~lIB%7{?t0^ly0!*;i~kI%{$dsN2jyi- z;)N;}{bzV16}qKd+vK0mq__Gk9s9Mk4Nn`$@O}OEpW%DU z&BF(7`5)=;zUALydb;~{HTRLZOD3JYs>)^&dyHF~ZJ6gzh8^I6O(I3^@^#2`Pb?an~;{21IW$p7!@~2*%@-(8)y=vtL|8KP)(htQ8 z#lF5LbLH#r-LrQarz^#u=U(9S;wPh$^PC0mUmvY{%TTlRH{YL#AB`WCqdwa1?=}6; z@YZ8Z?%I1d>yEQnOU^tje^=?bg=}$r&_!24|zx$51~p8qa# z9WD4M@Z0OjRAn3CnEH-A{vR%X%lM!+b@ASH%h{&eT>jg~U1~05{Ji?<-1hG~POiKE zNdAaD+aJ5_o97?1dJ^RmzV2k+C0FJ5T8xRGG>;isUGsf5`NQGI^{pm|d zp8Y8^_nbJit<28uHS^Tt4;|$BA~V0w-*W%0esyi$giJH>O~-X!njY#@+R`axKP6pX zF;qs+LH8WP*}4gfRw*rFShbje@6dkJ`mA`S$UovgE~m}o+_!5}Q*^{uZy6t-ZTZiv z-tu2*xHyUPIXlaolz%OM46mnubU)nB`=jqAQ%qJ>=+--@7BkpPTy18%$xnlM(fVn7 z?0;*&Dzle)^rO4}(P{3}rPt-dvi&!ieNzjY==SKw36Ybk2j92-llc+<;6;t)!xs_j zYEG|SS@`U(mjmmae-aD@>>`Xe!;i*qUw(A;T=($)hw5!<6Cd|p+*-`$?QeLn?@sax zNgnqyE&G=1*X|4c@y&m5pD}x$=FWhNFUySXw5ZD^Yt3ExpMfby|8YF$zoT|yJAQP3 z{Pg;moPuuEF2~%kXP#^|w@=FaO!@szU*UUC0Q=SZn~oo{j&F_UPilK5ar;Qsq&2_R zJZ4#){Io^>-2#>BjmdYCA9~cJCNHnMTpnk2{o$;4*RCI#F4cTgg7wCdbstwf?_22b zW&M?|KLx4G@W3pX~c`^W5AE5c)bxUS2X)i*g&v~}BTBylg7u)h;nU-p=0S zT2ua?f#ub%-QAD#mS%FB-+X>yS>|P%noWnd?prXY{y;B7T_d;=3u?%cj~PGyXL!5( zw|zzPkvf&hkJKCALtvVRdp0+o zY|@T4&QE4GXT9b2*y7z8KjXgT_67gW?dMhc5&YrU`NM1v_14dG+kHj7M_`iQ1Lo~E zZ@E@2n76yQaZdQ6iw^SKbywzZ&hPv(Up)55+Ih@?ab3RG-_>?zKgy1l*t*^J-MhQ9W~15iQZmxv9V}7D+MnxVcO@Hw}xX=C4 zPV__G+=sSCjDKe*W^Fq$iQ)DY{u$eoA}0B-RNMAq0sr~;w~W6fee`dsaV~x&-@YsN z+WLntQ;gm7Gq~?Y$UILw_}Pm8Vd_cd_a!GE=Kiy*DZluZt)(V)jr)emYQ43}lOB{E z`>AY{{_$+x+=~wKv*LN{IR1qGIQ(e++t@7Lpi8HoIeg!BZ{7OoaZj25T-s(K@t{P7 z>#y(!`!bpJe{3QPP<5>Fk}&a&L}IQ{Sn!ZN&oq)A?=jpGxM*|7X~E zNdB+3=&#AHB8)!||E|0lbL-#5syUyJotAytyXJzBMT#KDN%;>di9f<`#tB{f@}EKA z-)Xa7%VrkoDdcn6_#8;inRr{`N$|UMYxpni4eDa}GvP<@`?5A)9d3{Sd#|LbD-G5ulu+uV=x zN8^R|m_JJ{+S1wO z+u}DK^AG(T>IN5{}~Lotyv?o z+Qsuh9((iUf|v(s`%FHtAIV=^CCS@b)8Dx z_@uf^R@c^kSpThb*7F0`mwWHHBy{TBxnQ26pM~rmAGcmv`Lp6>-0_(AN9qM$#fg8I zdTry9itK=ox?gfS`R1nn+Z2|@J?Ftgw<1421{1~y@*D0S&6lt7yiyY`-dpYHKh;vd2akDcla>BN$1OJjg~^UY2lW3YmT3P+WBPiNtIdO^KV*zYx}tT z==_fB|71SO&3yPf+PhZG`${#3nkV;~3kz8GtTTJ$_I6I=*;+?ehMMpH8CV&v-S+;$ ztlDJ9w|-UhEd%yRt9K>;NK^gudiH;Yro5Mi2S1!YGV9(M@9H(&Nwq-|f$gu2!>_zq zb(n|oSCNxsKfbR1=id3B;YGsuCU#F-o}MihEo==c1xf5sQ#C%Y5(v44C?`EnV&kF}nG;HSeGOGiN@jnE$WcH~HUxhLispj$TCNUYjdYpYf=E_9y-~ zZ_GdaOC#j$z`u(-|K*>sr>~>0*-c;dW8SyBOaC*ptd8jC-!7j$;hX&1>g(Y#`EB-( z5B_I(z4D*a_C9-o7w2MbE!!{MH7~xsqQmjH+x)s|CUut|)&G*-+W&`h@_&Zz#c%CE zp|?BYKf{5U_CIz_>U#F?($RYJCsp+~e&|2>6DfbI#{WNqbJ@oK42?$hA4_VNANkMl z#XMX7hcGB6g96>ZP16QN#_@yo>W@zRBVfAymW}aef3knG$cV0yGgr}?gt%&u{{xtuVXZ#zN1 zxFEDU>X&B7r0V%1i~5}Z3HF16>OaGp`uj!oA5Ymol=x`>m;cxCzu(pWGsvvl*EK)e z?%^q76xy!&-L7TH|HI7&6tVv{{%5E?`Jdsq#(##EWKi7Nzn1@gXa1j}UB5KGZGI=S z;t85vi_zWk`o-c~=XVq>o`7ybKe`>->lgLY%b9EXS#SQBf21mA`~45IUW@HkH_Z9G zq~>ABbL->Z_j`TGdi;<3Kf{T&#s3-N*Z*f&pqlAdRK3xpv;LvTNBh4byvhH5fuiK% ze+G`_poF#{TmJi%`G3lGTWNc5jFd_Lqcl(bKf|KNHTCy{>ObDHN7Z&c-Bmm>rEva- zu8R5py4XNr?D?PJc*cK*mS9jA2blK%e&zqqI(Du|Z0p2h^@lVc)&J6vI{x>o`hN!5 z#s38Th5s{Lbhu{!ex?17w`C=PWn%7<=uYYX;R=dESLTTS4EvV+XL!8z=0(>V1LC&E z`a{8w>VHXm?f=6&`A^20DvjOT%3INDhVws!|2Yc%XSjawKf{HvU0gq7@_!%s>%a2g ze+DMGMpuz=!%MgZMn#YPNd9Ld|8Lj)C)%6VnID$__~1Xo*DL=S6k`ScGnCI?Qy-LB zzxVK^_=T%oMZzWDvWf&c;KH)(2k-wB%d3C=b^jNZb=P*RZ{Gh&=gxnI>#yryaK^5! zE%~QbSJ2d@u~Gt8Zzo*-L;OG2?D@a`*8gSH-muR8!Tvv8*X_Ul`p@u-DQwHGN#`DQ zX{>F* zmuM{NV!(#Adp{iiQ(^zN)c!6=AZhPb!Wt+OrQL` zJ1IO}%~(*&FsAG6ZsmEC4^=H%_SEcM{jPPzzZ$fK9!cgt%Sh{8JkgJ9!;`RoQy=;I ze$_~xdoAM01V!J5WObROwSOGj6t-<{U|F(h@++%<^RI1N*}gESXVt}BPwzbw`6&7@ zGH7l3*{ywUT^j36zBF}dEMNlR9rtK6r*}qkO?cXUY(UY~X_1oK$sLIVo_Yd56U6G=}K25rgk5lE>@1(iwe(X9OcHzmU zS;sQ}WboTt;y6yiOrrx?P`l0-v>+Jcz{^tK>)ZV&&-TWix&j|#&iYh}A|Ej2W z%d;0}np;hMoZH5tQycM(`OX~vV+}(886q!!`Pm}=Yi;Y2rR6O19tw7RJ!osOS}eS5 z`?c4Fsl~i!bUcKd6-q5$pLnz{_oL;Nude?YT9yYsEah(ZaNopu`R~LDi(h2ltmFRA zaMFJBe};9F{xiHt+cL#6^rYYObXSqERCxJR_@9CGKf{wSP{n^8T=8?ES5Dd9D|Oy! zEb6-92yNT5+D3<5-ZDFW%d7AWQLb~?CVrg!!q$Jo8teRyINlvIoaJ^iBo)q7E{XsB zati;oJ=Mp`!|&<;n5;H$)5E&!->egkKkaqSz1v?SW_tO@=7+Y^WU^Nn}xa>uXjZ37i8jjhlkSl%?yRfO>tTG{{n59fadh0gld5B@W}(2ixT zS!e$DQQh(@3I7=y`5hK@Y0r2Gj-vNA>a16+EPq!ozd6%e$>R5_swcmy!`b8d*SUSK zlbfk??9s=S4ttL|9{8hu<<#SJtGP+r-c?r4+0ts)`~JqtrS*qQ|1PjQ{N(R)_56E( zjgLQ#xM$JyGe4-hJ$$=m#I_#RZ+8FwzSef%x^s4Dqhjy(HC>*^?;das~-!zVy<6~jk564ShOb?QJ6liG5pUU$N!%p z*8h{}&2Z_5{Xag`|9VwFVO>Z4?(^5|SDNg<_wc3ug{zCYw0pjR3Ig`yDifcdo;caI zY)<&%8olz#?mP9~9Dgh8dHzG!=d3UFt@WSScKv5q-~V@N_T^L2zfOHg@1M8ytJ$CH z&kF0b{xeLR9PpoEefz)C`+v*=Yz$gTGh^nT7d=q1`k$Mx^S^!aKd8;m!CL?^i{tWSbQJT=-Z*Xqi#*>*JQ|OsY`Qb1eHJe z;Jz;V;!J7p58Cb}4i#%oZLpou!}xQ8_M+a%q)@NYq$xqQW_O+(3Fs3F$+|eZXma?q z@3;R+|C9JsrLkyV#jg$I<>62D@^LX0=Z}@$0Hj^W6-Mw{Eo$tdd!Num5PuicYo4Z|gF8lFl>sou)3p#6+1rIV#R1Uns zF!jnG@&62y>eK%-#H#*hxNx?Tzh}#R@f)r=HG!&+7jNdU`F+q_S@M{~@(ENk|7 z=qKz;-}i*;oGv(s`{AW0Cd$)LAVYuqMJe9AuO@v~gAloKJ zJ^!~q{y&3**R|98?;_`_6i#o;AUsyB)iW~iUt@zwI{vz_|g z_e?ilF6rLOb;)&p;I59N3c(Y(3=ZCX=V&3{f8F@e^CQx;xp&ssFFg6wr&-)w`}>rM z-^DLHUioL${=@ZcO{Lw@AC0DeHdG1gsry#RtN!`+&tCyb{tb3=ySAIhDemlD+?TPZ zJK-?vb%o8fMhp0l?aiAg8Yn90w5o@JjX`e87SM_Y9?C20uy4(eEVuk{-SYA02mamX zBG`fK#ode|gh+-32_biS+CN>#g( zuXnb)@y*|y_3E0fl)U`QV>)M3OEx9HTX#)0}lv(Cwx}2(&N$vss^7@@JK%b9{?%`bd)pYV@G{~1De@5}zH zvh~P&%`=zMpC#4rd>>l>(63_tzxplpzkjR$XOLcBwy3-7_^dy=ANV#t%op%qktJ>> zbX0Y<6ARzd?c&aN-Q_jcdqLX8Y@o0J;nDUr4cphC+<}gfYr9j(P1_RZzxV1k{`Fk? z?>oO|UE5lbz?k$cpeVwH$x6x?W1grzj&+B2{AXzT&+th*2Gr5}&+vjX>e4H3>n@E& z+XT?Pg2ZS194Zp%AiKWN{)wRe-x~S9tl10J@H16Jy^p!1y1O}M-oc;;$C6!Cghc(` zNmM=lu=YR0kMLdne|fjpe}B3E$J2_hpKe}Vsku_O)<3E(l`G_mOkAU@{D<|W^1r0> z{xiJ43?9mfdu9K{?CyVt`^)|_Jf1rJo6CQOnRROSZ(aBo{)1Jd{?Ohl^)GUF|7Y0m z`=0?cPSaYw;y=TM+vWcm>Sq6E=nMQi(f(O{M}4;Q&-e!-f&Uq}z6btiSh(%|zrW`H z8Dtj!6MeV%KZA4b{lCBR|5>_2j92`-mj7veL!kQ~?Yr*(+HUXv{pJ3jqJ9+D%ik3K zm-?gq+ZOw&{}>54drEzZ|Ig`<Vz$f4}(8&@1PA|1V4We};YiKQ4Za zs{j14_KfAn_|FgjGdu|V&tSX|r`i3hF8^nk-~BG}eAj=5`TYMGnEHRtE=|e(^t(+OYY5{=^sa)r9}~QU61v{>+Pvb=4<#|7Tdx^Pl1S z#s3UaHnaEt;yC}Gp;rFm;#XV#GdzFvdq(l2{m&2oXE?CHS|a zrux5M{%82H%N~Vy`nNadpZ^Ta{}~j2bIt8{U9{)*Z|2zl3=0nj{b$%W|35?bVhlb^ zhr%~eYq@UM%Ij#ZaL3?J6aM+1f&HK38?7>1v98bS-|&|IYv=X;_pAP&UOx)wt&aNV zfBb)%Z-l(5(iMFke?#j1Up}enf4}@^_!BFS%DWZe|NM{qPxcKfZxHgP{gw^$&;PLh z#Ge?v@x_+#x%COz`@dLZ#ecv2pW$N(8ZR@^e*TC0Cvu0DCtu9&|Dpe%L22vxzjgcn zHB6oQw{hKnh6@i@*5CL4&v5iweM5oJO1XWZ(og9`UT#V+wEFV|DpZ${V&$9>VN!a02ey~f2;qs*ZTiwkOviOSKlh7 zrUf{rso3;FPX=LI!B z-4^09EE09ZaBH^qgZF>B&F#Pby8nwQ{6b1SumAK{g-QQT-n!^2`fg4mE^|PRIu{b? zS~{WXJ@WYBx<@oAK&u7pZ_F!c*cJQ z=4buI?e+JkFaFCtCD65k{XT5u0vx>1Q4APcR{gO3PlogV8RC8aGb~tIYI?fH_&>u0 zp8pJAzuf=D6&@U8IsNxt|M*Y#Rtx`_hy=P8O5rpvwMOo!5N(>HTm;l_gW}+;TYarP zxBm89TFts7@<67%q+Ros-&_nkU5mcm7uX|RXwYU`#&G1Zk=u*?-!E&(uPwP~Q-^{Z;~jq2+`^Z9HXF6J9WtgbIO zRs2iOKI+Az|&y8rzr z>3*fBG5pQ)(`Qe;eUbikmCV2MbBoJ%?SGbf(N%Qj4rptT@e+DOZ%0cBhiBIBz4G-x zgYxH9@`oK=MZyJF1iE^C`@F;{yv?=eOVSeNAD093Q?!@3x{4-UJN52G8i(ZZ^^QMh z6|^k-nY8XtQ$t@Fdze|O%s+s*E)pPKE>8Mo=#a<+>`t2wMaXNrVuH~Spzl{C+&$6Bgu z!<3lVC2LOmnwE$Jx+=DkpYTGZ|E9ZNekKtAYMa=ksdt2`TiledvwV5fpdT1;GxpZ~ z=(R_uo-sGrsNl)dc;)eW<*r$vu|PPsD_Yd0y{7p(XjBww>aAS#FzO)4I}P}(!uq*; z(o1U}{b%Sj%6zRS{_z4}bPJ z&vYbDf#pBLYQ=^G+r9^dZ)&s4AARr5DY>ik-f7Fk^ecIb3_V1iIQ1BmS5NR`fBf~t z59WujR~MH)lAdwP;#v2JZ9E3CMcn3>wHW?nHoh(a1u`sSken&lm)EG~8l89Bv2(|+ zZC%eYyXJn<+IE1A-R{XX)#v?R53bp>!CU;MSdbXMu16~S&SORHHP&=z9u*+<=AX~(h#O4y7T6g=km1}#SUhO@xbMxE>GaVT(Jm~ql>iAh5uc9dJnlqoY zf-7?t`&FI#_V4ZWFXv-F-tRo$w)XA9&D**>pRs4uw7ABUNqqgQ`H$nHz(=?FrLuR| zc-HClwv?S;Z z^V!Ltj;!KiwA(Z5<>5zJ*Vor$Dg|2Kl9ladV#ns4i3-wC+zDkFvu?uogQZ!7gt&Iw)pjjRaq^z z%a5kkN3)6qM$QHm=Ooqwizjz^X?I+CnOkEiYjh5=3Nf4nxPI19t#-1 zn4Y_FQgLsCr2OBc@88#TAFcnyE&ugGy>h(2(^9S(Qs<`HMeBXv`P|RAH>23=xpBJq z{BjY?W8b;_AIIjcESnYERT-%HJV`$>rY7&>iA~C)sg^8dE7N!F+{v}s=TpK5&hw^E zA8dTh?Uto|f7`|(=q+yA7$ z7%ZB!?(e)~_uE4iFV=jG*?8w{-*U;vU)D^$zW&JX(~3U-8CKsi>|Y;s;lq+}Z)T4( zth?t=^>{Kr@MW<2H^F_-kwPai5k; zt*NRq-#WAB>uueCepwf_OJB^jBvkc|)J^}p%9^JiWj(hiDh z6$y;D9b>!sGQ(w;l7te4I) zP)vSxe1qJR2X&^Omv^39zDoa(s#QPtiWn;=+X;O0-}JP~JI6IXeto)M^2fQ`2Y;os zL`8eF25 z<=^>#yS)E1ES&Y`bq~6LW{ppF!lEus#F*=;E{%1Y_+vo|;m!Cv;ru9#NyuCyXufgJ zV%$T*tFOL3@-@HZpT_>HdGBZaXYkZ5v_4gAGV|w*`R}SPD80uuU>v?)X_e9raf=6Ee_wK z`Y8H5f2{GLMcI{x&kh}D+;~Us*zP4iW-gJ~^iBMbPwfSP{`2Ku*1HKF4qYyCUuW9C z^z+wN&P*&6E^Ob@vh8|uc2M}X4=fj7=}3iK?(*_H7k~PAe9ZOkh^X_m)x2{z<m0&zErioDfXDSm{m|iy-?zv zds4>Hu;p=UlIHK)vLkhdj~h34P*Lx5?X99e^pAX*tM7TSMs)GszZdzf)~U={7uoqw zM0WqV?DICUk5>P!3+nL^%PN|n`TE`Qo$DU|6N_v8&tNxe`rqIF|MdEQL{^Fa`IQy_ z{jL3vU9Z=?@Z*}JrEz@Y(}c&pi$kxkZJYA!*S0NR;;&D9awTkkkEw-ezhG>Z*-0%| zy|arPn0XX}=Lp{kbFJ9yWt3^X_)Vr)a7(Ic+O@lTKr16mK*4Y2-&X&LasI!3v;Q+V zdcDe?_9Oj2gM#FLhSx9me-T-?Y)7&F_g(Y$KdCEq{*j@vsOyob`iB1u{jckPz1n|n zm%r$Lh7&sV*B$@#7K@!z+S%pC(o%3-?%39^d*g0>JL4?mwRVqL1W)<*^~ua}b8TcZ zyu$KR?>kT0qN=qaGovSzb%utd$^))fU(TA{_uKy4_hhhE&t|#KFYB`Xr&;JH%?daw z*et+q6Ylz-fm3w)pHDmfGwgH!arMc2ZvRleHBZ%!z?>bp;ova&Nimq=U_{%pGM>VJl6iGQUh*6w+0KS8P9*y46y*0ag0PAASd z^>f1Hxl10)dtJ9v-g5hh@VhSuj(=XaYO2AES0#77=JaWujlP_}_@*j*7kR)>?tWrWS?K5 z_9WTjuuR$dCD~m+Rz9?KKN|K;@a5+ym)yChf4(_v-Ehoc`K7JB-g`X@E&ZFq;#9;p z#2erF&yXnbG&FuozkXf)^Lg)fp0`+^u&(~$x6aas@40WkEZ^j;a&h;@3{UOTLRJmc zzrq~@&C5VND33#+(yL2j0sov8i@IJbe7%p}_bb4dK*zpF1~yqma!CV9?$|KtSpb_U zV6js_tdUkOtVWB(ea*^0vTF7RcZ+}XyVj+#zT^p5lLq!xJY+Pp7j+?;+%Ps$KluwU zQZsg)%<&)cCe?GS|NYr3{~~5lm-Yd>Kd`XHM!&R^{LgTLt^U`q{J*T)E7wIood2gG z{XfI{W&as21nrvj@XY>uud4ntO#FG3|KWl~UD_R2uo(jq(?%Xj2wRKRlljHd|8V7} zzkWLLH?5;I7VW(}0i*{P{z+Q>2~CAe$n?ItOZAU$?!Rw;BK(3W(jdc*V)+L(7vB}U z|NZGp{lcOyjr9z_KfuBj3(dR)t?=BLk6O648~tafUitc;`|}X{wx%wPb;_m#@Y0Y$%k6RB~DV&&K|NQ=={|sm9k)`{$XW#!~m{tEn;6KBkP@^up zz44%>(}xb!pWlD_W957`I`Ul7gtOIzrOl={m%Xq_8T_DpZd@6LGwSu zCztz~^Z!+y{LfG;Wp~;B&)3QSewp%uyjc2O{}cZk9q~{5|8Uj+nP`41{XfIJP4)NP z`nR0_&tRMKpJ89GGbo@z?ra_`&b(IP?zwOO<&;^sBX@3eGz^xh-ry(lyiIQZ(wzSc zhb&juU$|WRpP|40W66Bp{ZH7<|JH2(*R=KWb+hCd;mf;La%@fc&oIp{&i&byj6)%p z>t|ce|KV<$|4S-=|Ht>B<{T1dSC)4F?_lA(^$!gHGd%INZLweWpW)22`iC-C_rJ*8 z_n+bT{vW&SQFt#`EJo;XzTx~U|IfMfe}ZSD|FzA2|EC%>8G^!FH>=BjtD)`nf6Vg# zT!yO!&-U1vDyRKtNWS{+&EwB}L7I||7BU~)ZSA$b?E1VOu{yJA22X8e;7YZtm-}6| z?@!5YJruOMqepGsnqT{s?wQ{IC0VNf`wu8bOI)vik$PqS`_KOwK89v>UH|PY_y^Ql zQNH!>#KHdz>YxH)b#M8U}| z{xkIJ2Y*?!`0ugl%YU|t1jamvua|-K@L{y*x$RLeR?p4by7)gs+59#2!L#H)87}@O z`7cnYOJlvoF9m$nFiOJZC1jgspQ$N?le|-9?Zt9f!9hbiRXE0dQr9J11 z6UZ6Z@Xl+mV?~SCUfWXt?(*0ESH;f%+)U~Z+n-VjbQOIr?*a=+Y;=|S;rySBXa6(A z>w-6leLYiS_Mc&b%>A#Q?*HPt?jN&r{qLusNfYJ6{~5RxT}8qfH$cbTp)(bTS&Q(w z74WS97qidpL0WS8CiVWiueHg)=1Rza-|-8wbo#!Eu8j6UD|KYpY8R9O`FB6 zs`CF+ZT|cDPp+NurrrN+_WEDi)c;*7ZvHcoK-c1V9iem04t);V9qlb4S2=sp`sFKa z+xLd8_xs^>D|KFPVR2z;uIQP|qSjABa~pX0YEQ1~(G`ta)LrJzmfAB-nD5mw^J>-C zFA|p@?iVnLJ~K`0{vD$^|GN9H?Yx`sex)RPBHO~8i^e=F&xN*cl#zPz-ll#XZ|c*g zhTkG=2~ zpHS7x^7!L1d#Nw`Wq-{1k#+Buv~|Xkc?o6hCtO00C-%o*+ITo|p;g{m_l(7x4bEf- zt>-b5(+Zxp>&?Wcx7N3RovUYW^q;|hmd1aE{f9MvO`M>uw|DVDIVCxb%kLKN-rA|! z&8@{3c(w63`wKVA^?D!M=E_ZeW zZ%4n*<8`x5QUYB?k5nsy<_Tk7m#*vDdF^$S{rAjY$G=)G{Li2)W&d#gQ$dYIU7!0G zf%-)%+nTaxcf5W3s4{J0(;|h_hPDms?wx-a-j%0&WRtXXnzCKYX4(5cUQPUU?fn5? zF?I1-UrtC~+;^T)`P~QZi9bZ;=cZR2e&n}TzEdyZQl9em&D*9NS^ZSIa<(6*N>io6 zm*b+Zf({2PcMLlcfA6O9v%<(})`GqBgc%m?6yNjo{>Bp(vkyldZ%>c->K!b#|JTlt zckaIg|MZ*o$4!571(3UW9TRv`q@*k<-tysyGz$?+k5L}_G&rMWY&~g z2WXCDe1Y14G5m1*pF?r|_0#n)v}0|Hp6!1>)wce`pML&78m%HB*8=`7dM9Dr`%YxO z&#Z?%F;5n4Pg{F4wtvgU-Mb~XH{PlGB0qEaotM+Uy@-oW=dzmE#QrokY<0yf-=<1K zP0O27-$dD(SMOV>eApywlh!-dD#3rgwff)e_(a8|O5?ZGMajrVt$OrI-dv>h8R=_YSgP5T*;=xC#F zQzv?|<@8IprKz31t7>=Oxwf{_lt2Aj&;B27>-RrjyZ!H%`wt__uU(3~YrAKu_cEi9 zk0;J%_^!&H(0ggm#{RGd{+A(=&-d>O)_ylFEc9-J?d~v%qs^Jl{G6KcZ|mb)FO}w3 zZp~NnwfEh4_|ESq=g-mpJ#_{bK}}t)p?FH;;=%KqlEH`C9A8p9x*RJ zU&xayQ6t2^He~($)e?vD49mUO7w^*DGTYHrB!ovBrHp*B^?97ce};bc{|xJv|K$2+ z^!|I*zKwtVdia0esfDb6&8P+MdN18|{mSQm-0{O}=D%UR{26(4l+W zk?ZC^JFh&=QfcC%sZy3A52v(m zxwU2fgG#=72iN4+R(1=Qc&)5vJ8-}B;Hm8wt~);Bmw45=##gjuCGQ?15$4mp``KA0 z)z)tGyIvEUx;mpM(l=S_%qflpx2uJB%8!3pH*3oVKcgO%E7NOdo^;!mw3IWXt8jYm z#bXy;MW4<)0m}%7FS?3;d;aX$GDNE*)D~Wmte z`gRYaNmV!7RFg-OCKXTr^zr(2)0YqDZ(VHVXR|H(Kf}z=l}*348TF|dKYv!GzIO7q z`*riuyKmf!jkwc2+wvag6aiU2j`LBo-hB?ambb{ebNSx+@7(y$-1#QT+PdcZ^$j;~ ztNmP7&|!PF>fQ7uFZOX=y!Y=#``mCLzi^!+{~5UW?mss@+P2W@$3$7EmQwF zRJ~E-lBe%wU6u9vwdC5v`Px5EcK0FcKzSFx_W1w#XV;YLpBO! z#(nd<{`vDJ+we#AttETo4+p)zl@hS@jA88pPYwouIiupfJw^O+hB4&_|1G1x2&_+M&lXjY$vPBR-OK8|)*GGw#x2$59Z~avt=N91;XPCNm#l>f{f}i?k z{fvE|Kk4$KofDT@FUv`t+3BjGe<}Lrvur}&H!xs5Jl^OpTzFvxd zvUUH%zv&O}p4*tu*2_0%`#X=8qst|3TUZ{>k$7zT>irSx`+QNE5!Wx>oEPyV+TZHN z>Gs>VpIZC-RjmGIb0exNRCxE^UnNEr_k7OtYa~7uWla^|eLr^3yMO8DrUbgy9Q+jk z%XcJHKvw1zPa>6*)+|@(yK)OQY4E^z`NEC1NAF&}5Hc%$I(vg(<+}dERyotMzL(o8 z?|Pv5PxSTqr$L!jsoQ4ee_Oq1S!nE;>UH!_#X! zkM6$m+wk?P`(N|T3cURGzPuFHAEvgsocGE?q2|@;lYh;+v-f(AVuy{7p1cLu zp1Nf_qa|3+-YI+LDEGPdNV;fs*u}IBt*Jtlr~ITjd$+bpOZNt>?N}=E?%n3^7B z1ueOgsJ`(+X4D+1MV`X0TN{2(+?U{*{I@gbPaunjec2gV#y6IaKa0F)zkT}KN(zgTr$1v389rI9 z;hbI9c5TJCf+O3-yCjqC6_jn}JH8H#y!Z0gCL2ZbgrZ3r=WJa=KjsLXO_e^fv?X^M z^JUp=`$J}*W+SlUwK7K&uL$?7tu?<~{ZrCuN-VqCS6A7*6A|~f zczO2po}BL-lAV3@lXjLz!;>Wm@+(!Y>DKfm`-yA}Rpgy)Yb8{)TKVsgi^%uq7?7w9-dHzGuXIEeRXW;tJ@PxPYKSR9yZ>{Ugr)>W^ z^~HI4Tklu7Ki8jm^e6N`gRk~+o%Zvz8$O2r>6z93x5obS zy4w#+Pn}$JHh2C!$02bjt|d@ef;v{ zQNh8ESsssB^3GfL75P68thnyHY5&FhA)7p|Wjy}ue9S=AC*}F|zTz0Wt;^$Xzc#+@ z&9YY8>$bs?_a`6p$6Q}*WH$XlSl^3=kC9UostqNWKP!a0N^Lr_YRapl8cTlV?mXGC zP)23N)x~B{)z+_lzx|K-AHyeK0$po9euZ!J;CB@Xzde7p)GT=4Cgclj4P4Q_Z1F#p zRr8mo%D*$&Ykx*#QP*=@fwkv3E2e!ueBI~6idpx3DmQFAkW2eQ zWoopp7_xJ^<-_BdlRnhdH;c(Te`!@_! zdN;Ydr0ACx^1`o%RjIC7j->f9aXyYym?u9V!@Px zDO0r!w*+o}ur}zv>qpmVD@!KrF)$X7XwWHIQaFjdKI+9j&5F}LAAR?>RMm)2lrAr; zw-rfONR~)`8KWw?q|j8^^HQ|2)Xq|_9V?Qa)>W+5EqQ$z+?Snu5Y(XpEwWsM)*U~N z)?Gh6>p#Q35YXDTPd4@+7KtYNO|#HnI4d;GCE@(Q|<@C7)w_tuC#Vj67Xy^1D~HeYwVp zts5`htC;GOnyZj-e6eSrJ!8z1zE2*PJdV!n^Rzu{)^%RIe|=Bp)v0ekxdtufisv#f zSubF_N1OLbuGWe}o954!oA)*C^^uE}Dbdk8i!YpPV1IgT=Pd1IlGn^c{?3{=Z`R*u z`JA4oXD%*0lL5znU1b>?$W-|M+B>w1*!hh1A0KDN8Pczoent*F+L zDL*e?FS;vXRd;sv>WD8HHTBCSHk(epbh3Zf?ufcd`BOXRi&o5g9>v7c|K{7O;?0&i zwVwZ`p1&Atx|zo{qR8__VZf;kTh!kw%GTU{16r>t*8$20pgp_fHE*#`y%N#*!nP(E zB*so+>J$ldEszEceqqIx*AYkL>=i?;WRAuDdmnzye&xl+{|wdrki!zz@-GGrDd583 zVaPjwZd^f(sx3#F1^XPa|MBT7f3-FKGZZd;`7hB`B;4`^&H=mPwbyoOJ&#_S@t@)D z^4IcLp0)q!$@tIERzJmMQJ3~PyAE74nIQ2m{%!X^G0*U#a3;bElze+Fln`9FB-L9;0+yiL#loc_rFby5GH z-}P0NT-xjZGqk4K|K%wHPsu!bfyRZn$o^WF{pYuTUp&!RxBs8$l>ZE03{U=NXgCg@ zd_m*?)~i3WUx1EYcpkmBs{fC+=6{A4$&>#xF!ujv5RZA@yhr*!1E<(b)%V}}Z*KER zy7?skoTy*%j{2%On_g-KHBY*B_gBm*8&A)qh4D9cyLv{wUc3Lq6OHwr{~222>|dDw zXP7kq?_Bv0tB?O>`_J$x_&>wub^dQ=)?59a`Ko?hiT(2{`@U3e6@6)stYYy$(Te{J z3-15(s{d9}pK|)=^*e|E7BBqIV7K)9;34(w3^6b2&#$a~@i|NTQvJj5{$ITR8J;Zv¥p zqW9m)>7Uo{Z2$G#`CqN~d-vIaag+ZuaP6tTkpG`S)&94YJ&M+EKKtj^p0U4fCI9(V ze3i|ut}pX{gg*Y)T>n$^Kf}$7s5&>L{(1c_@!!r1{~6{7{l56@O8Aoh42Rasf06#r zaMJ(Zxqf7=e<$ldk1yu`danJ?uj%(X_MuEZSRaU!*n4eDW!~DYuX}BU9vn;RP;c5B1gF{pNi4^6nmm#ksv)+V=kh zWW)cpOW*(f4ZJDPp)~%NOn&|Q+w~t$J^RlPwhFwr%jn;3xnr%O^Zzq&@U8yO;N1KE z@9+G7mhOKPtk(bKGvELH?fxH6N=0^fW@dbea%|`=TCew|GMKF z7rLhZXE?;X>OaGU$JPHC>TZKJ{h(X*YiszwI{lsP*OPBtShV>+!$Zca^)Cwd{%6>q z3*F~~;@!o6qgF$9yuIG|CL=KNKf{NHSNp$M-22aPf7^eC$5ZOjE&R7O^gnpF-q#!7 zOf=T~XZV2}7WNqSL4(HN*PCi7QIwIkxAmxswa;$(@w~#b>y<}%`Q4zx3&q!VtxWaj zbjvD^+IsQJ&g;`3sRoP6r?cJi_g;E?=M|hg?INK&1nnl%Wf$MMwyx)UkairRY(=z# zY@2K!^1CL}Ttx!oL+a`%-FI{lb&JpY>?V|DUUU6hGC<344uFsML9d6Qd}h>rdgu#$ z*KNX>L`0swquL6k`HQ-=U;CdVdbu&OBVg(}%^U4psvTH>GBSf%G zBErNlkITW_j?j1Lkc0jr3k?*?!UIOn{UwcpCNR^ zmMQBVOunOJD7Qm>xd>xbSKFy~*M8m2(^;3ev$d1SBZY6dY^6-d738pFL_4?Sopw9g zI`l|HLr~N|?5fFIwd-%KroIuIn9jJQCgm4@@EZ-Lr=q8C*EoI1J#t9m>kVe%o|Dpx z{xjV7Sx~q2vdc@IY?ZuqJw|JmEA$6sFkXSK$p=LP8T#(q627 z`N}`>eXLiF#Ybk>Jtvda{ynUD{>6^J*-<50A>l32mf4RBew0m(T=M6fS=WVYUuxam zb_!&PofS4XHRowWwcx=uzs>~~mSqQ5g!Fo>bi8Y@XzP~sysu|1amv=U%2cwIc_{Li zTY%R*^uxc+OOHQ`fBD%}{`-$q`5+_K_)YWm&9%2LoPTXa@o&4*v!GG9nbTcG!qQ-y zGuiE3MZ&MmpG5Sw(3-c8tyjMn|KmB?KeAwd_HWq@$)Aob-1hGHK5nUBYMT^39B+Sc z#ceU)#Ej{QXPOe`n?1hr{Q4}G%H`d5!Z$PbN$tF1^4INE^y~*)RBd$N<4y%et!UD9p0xKyyq zVY!k>V)O1hO$GMy>)a2>^T$TdUN3Ox*u~=}ajqK@n_f?d+&43T{jm>!H1akEZPYUH z-gVXwNQZV=&F8oX+9uiv8lMNHC|2F_;H?+8%%1D@aob@gF}pR@jPLx|AIDo&%z0I{ z=s&}u;1wTswH{uge3RkjzY`|{znH#|v)i-dY~T z0-L5EIkt^UW6=cIB4s|5!vMnzW9(6PuI@Sk?@Io>eGKQRTwi=s93S@cA6(JvCaZK& z@9<2PgLb*cSDs&Q!tvQ(tVVs)rC6`8+!uWUElFf%2x>CMED)C~+LEKa_v)vU*J zI@k6({fcYHeJ|;K(e@Opb$g{O(&*=+ahSb)C(DC6`l_?>T3T*ZHe7^%~zSvJ;AOjS(ybfqnzdQQ4Z z`Pss$FXZ`kYBY7%Zaucpggxjp-;JlUnHB!**LRNVmHMi+;$rjD?a}XQzUi~KANE_O zw;Cf1epDmi|KRq_)Brg#_nvtRyBYsgd`ZGrfP#n56AyUv1Mi`RCg|f3>eq3>6F%(OPkU zA%XE_oalcBuHqyA89x7A{GZ|eP5U2rOXqXfFt4eIJ|g@|s`YHkM$fDZjm$f9k6!p5 zc>Gib^Q9Gwy4XO~1PF_g+5}@h@Me$jN3lbdY8$ui-a5%o_Td#}x4hz${AW`uPWyhW zZ3#PmR4C5M+MxOT9^oRxIf;GN;g?L0)`WbRxA@WOYK|{I*D9Hvd-~^F;@ktt62UK{ zjxD{nWXGK42etKuxNqpsd{@7rr)bssTkg~M+kZY^9`k%o_=a%%55HY@efZw`_RH>@ zijy+#-q@lt^=YT9gY94K1uJInmO?qT3FY)rjMD;QQ{dxXmF`E+cbJ=r7yYPro_uO1 zn_gb{drjqc`U{T-{|sM!z4O(5&Od?mtM1-6{WmG38$MvCX=K74LZ`r4(Oz}AJS~7;os#LBeT)lQ_d{kEd za@#G(N{hM{a_XLEsd~1)!u!bfd2+kbTV1YwNAx`n-zWN5g;pSt>C@=gL!s;Olq$i(`-f(b>!Wuhvxm_cze-*&jB2(f|47 z%KrDa>OYoVkGwEP)FLFXKl#+b!L1gCeUOH6RhiiMw3v@YAk~9KSxx(zmb-W#yea`^amcE zsc-!3zVq<@_opxZYdxj0XbFk?_;_F*GZmMEEPrV%+PCG;gq^9YvdRo4)@+qNopCx(ljlvt{21ozjlusJ4mqx` zzmN~w>azSlgOtVs=6^!G)&H8S=Ko{0|8em@11H?tJi-HH!=*Ux}ApoOUNnb0(wR4)*m- zT^daFZ~vD6YmS-@4u`+{K}Qv32SK)+NNFrhVMG(M-~RRfFW#(paImdJo5){|rX$cDL!ImqAs_5Ls0R((*gE&g2}`=4RKwWW{{33Q#n{_WrH{|t_6y+NB{ z{$%{Sf4%;N>B@R=kctG-)M|m7S+nN$xM}OUeY$0IyUW>HLH#fDt|MpvQfn13Pl^S&WkMTp7?3Pd`e+a}{Brv;CVdc?u+|l*%e4is*HbuW z!F%z@}!s7>1bdH>%33^OV} z|7SR#Y5#t)`+WO9-zNY2WfJJVxjhxMd1+19zw+<hHUC zX+T`#__gc)xqsjPB_iB_aF?sxIoauV_MfoZ82$79z5fhn;Eq@fcbCTEn};|3p8k{l qns&YQ@B2U7VQzrC%2lM=q71w{>(|lz=k?Y98H}tn7Ogq)|0V$0$>G`n diff --git a/Utils/Helpers.py b/Utils/Helpers.py index c6f6c60..41bfed1 100644 --- a/Utils/Helpers.py +++ b/Utils/Helpers.py @@ -37,5 +37,9 @@ def clear_screen(screen): screen.fill(Color.GREY.value) -def flatmap(list): - return list(chain.from_iterable(list)) +def flatmap(array): + return list(chain.from_iterable(array)) + + +def get_not_none_items(items): + return list(filter(lambda item: item is not None, items)) -- GitLab From 742c44e0c45e84f9d4670c3486db123485955a78 Mon Sep 17 00:00:00 2001 From: natan Date: Sat, 7 Jan 2023 12:25:21 +0200 Subject: [PATCH 09/21] Converting the score to the Board model --- .gitignore | 2 +- 2048_Statistics.xlsx | Bin 132036 -> 135583 bytes Algorithms/Expectimax/Expectimax.py | 101 ++++++---- Algorithms/Expectimax/Maximaizer/Maximaize.py | 108 +++++------ Algorithms/Expectimax/Minimaizer/Minimaize.py | 126 ++++-------- Algorithms/Genetic/GeneticAlgorithm.py | 33 ++-- Game_and_Graphics.py | 82 ++++---- Main.py | 182 +++++++++++------- Menu.py | 82 +++----- Models/State.py | 116 ++++++----- Models/Tile.py | 14 +- Models/board.py | 105 +++++++--- Pictures/Screenshot.jpeg | Bin 28801 -> 31077 bytes Utils/Helpers.py | 20 -- screens/start_screen.py | 2 +- 15 files changed, 480 insertions(+), 493 deletions(-) diff --git a/.gitignore b/.gitignore index cfdfc4c..0742144 100644 --- a/.gitignore +++ b/.gitignore @@ -145,7 +145,7 @@ MANIFEST # PyInstaller # Usually these files are written by a python script from a template -# before PyInstaller builds the exe, so as to inject date/other infos into it. +# before PyInstaller builds the exe, so as to inject date/other_board infos into it. *.manifest *.spec diff --git a/2048_Statistics.xlsx b/2048_Statistics.xlsx index 70bf3c2f59df45c2ac6110681beb4c63d272e710..af12f3fe7fd2580284bb72a09fd9159c82590f48 100644 GIT binary patch literal 135583 zcmWIWW@Zs#U|`^2_@1O5#_s5w)X2cVu#tg*L4bjQAtgUKpeVnfSU<6#K(8V<$G6Xx zo5@hX<^QR|z1tlRIwd(=2->iTzgk*D>#?VeCGR)ug`6M5ue=J3cqKs zHWs9+A6}}+%KN`4_uk4Yrtj6hPLsd(!8$Vz)ww~Puf1g$85nq&7#IYRotvCrlnQch z>qJMt!v+Gb>w{9~-|(B&6_qL05E01P>7h_I%{Ev0(UDEPm*kpNrB4YJD#o*$`(6$U zNqYJJzs>)PDKUZfGAb_gGUa+3EZ({%%X#N4R_$z2*ApK^J<^osuh_dYV@t|4`>#Tp z$Kr1a1@wGm@!a5JaQXtD#HvP#FCGWkmsDL2WfzcfWEINF7U<-#O4H5A)Z;5THz8(r zk;m3t>8+mAKlgG}&AV@3_Vn;3vuRglnrwvU6!D%hvnr2&cRbhq-QC*V{NG=0le8+_ zyzfXHgW;$6z}__07i3C%Sd)(R9`?82 z$;V&OWyI1_caAUNxQFF@*%@lyEfSluOWKMqnk{r?+qpt4xH#qjccQuSvgF9dnT~U$ z720PSRF@ka!9#>(Zb}2PsuadubA7?6m?RuH9_C@7B@sjJ`=AQbe zmnXp2*DLOE6SU{mwh;# zxaZ?Srd3`0j;Svct~TAX{~){dj|;E9?cLBeeZiCme{$G!e>O_5ciY|Oqp@>otNT84 zp1GeSz3M(?g7qz_Y@Um-AWu5o2@8ix5SsD}Eiwh=y5>Y=LS8kejux3@( zo?kC#@2~$M^ylmA{`K=}S06VP{r_qD`nZ4pj=w%rEc)-!?&tdT)&Cy-UjP5k&zWrZ zbRT%M&VR&XSim0J@Y_V#`Ep5v+tJ;bbCwBQH%ZW%Aoak(!jJV{q{E`aUjy#8@^epA zE;%s!^KsL4>Y0YmBbfKhO*4I9xO9m-_uGQJ>9s2l&wL(S`}}Ck(Yx&*Vy>6(5q)s5 zMorE7+RUEdkj0h#9T|r;PYJT8O4~YnEdIvvcvgIWVNigZx{S@C1?(HIsV=WL^3`j5 zf!d=@7X(EXuKW4yhvJLCMaK8tpO-F)5S#GAM=7ZIv9HB*gUd#3l7SQ5CoH#`q~5Kx z(sE9r;7d&<5uRfmhI7x|O$uCG9sNYC_D26nrPa#ZedkL~D0{5zdUJWRMe9wU(~{3u zcKz*{+o{QQ(Du|;m5kcfDW!t!GtAq5E4ux;JMAm;#KteeOLAt4?^12dsI}EQ!Lq1k zC+n3-m2IER)4r{p^De&BZ~vy8egAFl>24@9%}sx=cBkGT{rf|k{q0ALe$LorzwFKb z7pHP*0s$R z3z+8U_)~nwa&^r)oq0Jo4^Pqc^_QFxsP>I@@x^U-!k^tVlnoEM9T)4~%Jf8f=Z)~N zqK(`iy`)-ZS6{!iXN~VnuLINF?$2wv6gjtLwW8pzeD_1!z8zJ%v?1g6`s75dK*87i z2R?bWy$|g#3OBesE zZ9cYj|~`@%6{FJdOxc^(%}aCvsLRzv1#d)dnahG{i#&l>7YIl1@aqp)33dPi?1Z#pZ~ znlkOs)4oM&pSko-XIq`JP`UgzaHf@b-?GECZ+7K}-SV2nEA4S(#?f_olfxr+R)y^| zyY8C%`s?l^zw!W@0+t+Nf&!}9NzV%k! z_1x0h`&-%f<$kR`7yM9UUfQd>^8BLg;*8YPl45-@1+Ea5?2VtSa=bS6XJ|%Eyy0Eje|-~;fLoUX9Skbx&Md$Gipfgs=Wg-3^*PTSnH!ehG2ZR(>NfAghaYd__y2uYU-SRC z|NOciSO5Qc_S(Mw|L*wzAKT^seTuL9Jo|n9|KtAmYrg)yU-Nsqe|_Em_y|Gz;>?*6}JSNr#EeEs*=Uta6~e>nf&m;Cxa4j|G|7?HF*T2iB=kNdb zzW&!?{`#8vU#{=}b$EIG-&gnd|9d!p-{04-m(Tx~)7H;e|Nrgv`}KeB$N&AR{v&@` z<__P=KVR3^{eOS||A)8c_Pn2d@_%pt|Mh3@((lthot^*h&&T=ue!i-&`i5q4c-r7`{kPb*xW?s#C^|04?VJ>J2Qbv6F`e||Lo`1t#ee^>eA|Gv%N|NGne z{lDHlUT*(?-@p3B|9(XO`)L2?hy1$um)|SvzQ2C>x8T$7^Y%Z=?f?D$eY)oV{eNGc zpKm`?|L@`M@BhF0zyJK_!}kAQ-q-(on_pKk|HtS3|DJuf|9j!vV}4zE`!7FN{Fbku z{pr)~`+ts~pCO*|$->sSJmuJw`7`I9DLsAIxMae~Jm(76=lvIcap!-XU;qDY`TP^J zYyW;cZufuH#rdo6|9g1(`~F?^zxuzQpT5857qjHUkC!=Kio5No|8<(bUd8@S5FPgu1H~x9?)!z(7`&)bDW#`p@F@L|`@A~_Ye;>J>L{fa~4vcxs<2)$I=>Ct@YbY z?1K51oHG6xU+?#ayV}3L-=*T{e}ztS&k)ZoavzuY7H-vC;rk=`Ue_<}dPk)_A9l+m zPfwPaWN}hwdnuRugYYGvLh>GdwVBX$OJpUlP@uHu9?wNyi@tWK=dy**X57kIZ*yB= z>%=3mLe?P3IVsaJB_Cg8Te)Xhbj5Z4C5z0OudsEl=vBF=5~zBy>d0iX#jDSD+-jM; zBKL^>vjx0DA2XU=uDJCTdOT9uyr)|D-g)gx`^zCrUmdivjJ{dAR0=q3N_Mw>m%j ze2R$rAHlr%8Rskw9Ulp{D}0==*xk~kXj7+`=EuWbdspvS_mNxl;35Zq4)YF$K*ioY znM<;kluk_VowPR4srQm@)s!vn9StBZhZ8yl+klOWnm2vC7tt2b5(e-*idsn%)@48J4%*ur4?~;)@4+ zYEy%|m1Z`?uKqV`=6Hnn?cW)FDK%2Lyy-}>Qm>4ZC8yE-56QiI9;MEEP_X28(WS!nu)6>UUQviyJ>f^(nHImpXQWQsd3Dad--DxBrq-sU6>=P|`v9Q`hrK z*4~n%epbmK=P5=*oVVU#OLUonP1Kirn84&GjQDo{B&cgseL zTM@FkI{jwX+@-mfyqz}p?X8%RFPhvzw)yp! zoVj+wb3*F82VXk&JW7pyY%18)=mwH9xnu|p`|OnCZ+w!<`V6g4H~euDxZrU-2jZ=e z5BK<*o~HKZ|8q3>;Bh<$6v=7uNS-m*^UOKJwDg$^<2jg?y9?bkEy{SJ;xX@IaPOX# zTh4q~xh%Tun(l0c1rzgbLc%>#d3S31rA?2ozSDg@ZS6#BM+fD*n@o#@Qv5D#x~Uy^ zi6Q=1>FIO3Qb7qr7wWkCV!7MjI7OB9>F$0p&38hD$)ywP)UCc~s5=%l$!f)MhAk^? zlwMMLT5ngXuu9dEiRQf_y<7A?y$Rf8>-8eAQ};Lb6-(<&C*~>?Oy29lXM53eg3Y;t zGM5dBao2xrbTjy%k=ZZ6*stbr!$=CT^#5TQV_q@6NquBZ{!aOEM zX8#Pz{uylhXYlQxf!Y5J!DSnR%MyRrADI%HVppfgk+CFr+q@SSPMlPe3X7<4*@ZQ|Tb+@3cJ^Ly5w;P~q#U}1epGrGSh<4KC}Qqg^1gmwCN z9{A|7{LP|ZGsgqUb2pj7%ED86DyhfqPpy4XdQ)m=c8WSj#gbsN*(=Uu@7dzEVUo}q zo1};@9@{~&yekzR%hO^#PWOo$Z(k&yCd|_3zAN>0AUOZq9DDj~JNK`C| z2HABNVb^KBC8^VIZ0gQ~TNQ0KJLAah49;oO7asUIvG1lUMtX|%IMY`@CHkV_Y=r`w zNsHf9flGLe)EkW536&AaR@DMLHkV9iD?FIE4w|4Ux4Z35<6n|?d~Vb>N3kd3y>~d7 zs?A=_TB~lwIq5pQ^JG5OLB@#a-Q(=Cgu8@#w%|Wuf1`+o&zc7K~C~D@wuSL8I~u!<^!lY zc@7Fgt8{o6&as^^M|M3=PV>2&ERE+)_nJg2x6gZ_;<5AYgDm@lZ99+LUMrWg<;BEz z;BwZ+>@EYNxPD+_I}D7EYY3ARJ>}ow~lF>Gpql7UtfP zb7~wJONzHa>Y{5W&fR1_dDHpKO|aiCEAQpq1};cXR+RScU0Kq6Hj|T0>g6n7feRkj zq3L(c#MsU3L7UqnHnYcWHZ4-;$XH^2?AqcvEGHj#v@35iFVi%hBl~ie?TcBUR1eej z2BPcntIN3;Orw>{d*84$9-g@FX3nCf=rzJ?mZ-+rR2t}1Ey)IXDi-Rg&(0}tX4y`f zWqV|n?W?Vjr0DU*Ls@-xM$`jNewNdxr5+z>PWWIW8M~QN$oA5S*${7i)3_<8`bFbi z#`fCAx}WdgwJJQAD3f{}92}Q9;(y)LmRlZeBO}OT;uWRr;-K8Q2i8n^GsAY$3|aYI zn|h5D_6x9p3R(XWP}bz-w!72y#(0yDfFdWG+{+mtza58$$eW3>o85&rKkk#ct-<_> z+wp+%UbE=_q8EXFO;2ndAD8O9`CjR0_ZCn~;0&lGkPHp|ZzuY0DtF#Y?zy=bR4v~B z^;KiH+*45bu`AW$tXhPe*Pf+MuoT^Y+D#|TkX>J%znJHQK1<`{i64)+J)YQm%vk!Q z%V8$N*$I_9bq&*md2Ed4-OjMtaj~Lk@y8c#k8k#tosoMx!*H%n;$Q%l`cJZ4cg|LyZNR|YRhZ|&M=`jX}=R9zIdQy z(dX^aw=JucEUSAgt3j5R_r8&`O97_0h~$_7%cBCYLNhb>}%~Q5UIfo$jxaeq8p% zcF*TIO$Q!&tUr4VQeqwES?$I#?YhkRc{W&sLw(Zb$5R_~p*{mOP0pnW`x@sw_TRAQ zUf#z|90w05&jmL>=D-^g#ot_t%JxJT%>Hrbu+wd38p2~jE0o**2dI@V(nQlt{=8{ylr@V4Ds8uvq zVZp?{n^KmXn^J5}s;#e>`$+v)a{{Qf!ot{FavEZhztq{X)AKw}_w}dWOanDm)IF|v zfW76Tt+O(9eMO`6WI2{@sk2t8!YWzt=Es`AO{QKeF3JRd6JN0$lrk85RY0wy6Tid% z&FJHpnxEPif0ctxN_DNE(gH+(#jWh*JkOK!l26WiI_s4%mA2=*dL7aGA?xtq7nx=IfL(b-&3;I$!g+cA~R8VM?IQO2=o|nEu$;se? z$Ml@02De=)&|0bY%_Q5&lVtnf++O3o&Fvk?%O^oC#h-2J?oUL|bH00}E|Ias8Pt}M zg;ncrWhdr&o|u<>V&2zXp!~=*KTF8+i;KGBCl>x$wW>D)#BPX8N_a4l5A3`XaOWvj zt0`LFySeYIksPEGk&+GW4+zR@9*X<;J5W1rzA6sO`pheGH}l;DmGyDc*1ChcibgeY zdxdnSGo7zjk*EMU@qjYiiSBSGmY#s+e%VboT^_fj-^@AxMluhq#~WNpz`W%S5B1WM z*G|k;_^@%AH@L~CJSFE_*K^jeR8VeI1?5IPXm0ded{plyx8}`{6W82cT&l?dEKzshx8&+8`Lig==eXD(!U_YV{=Ip z)IRcqI`gJ7MAz?I+g+bM7H>MTS=si~I(JJ@^ZAp>0pBew(s`U=mqGe;LHb|~^_$AO zQ}vgm9%o&8+v%FVdwy!5Ob*l>I1OqJL_)*$RQmXhR*>Zfx4`F!!*aV^Z^#6YC~AE2}#i z=}9E!zuITb*Re00W z)RtaFQ0;)xl?b1->G3qZ+gjY8yWQS_^V!t3pjO`<$=|2qKH41EoB?XVO#;Q{bZCUF znHak%JZMw0-OaGQTHpu+l`BtFPHZ`rerDgM@I4PcnSur&Qa~L!RcK|NoihE+)G2RF zr@aYfdnVp=;N--(scR=X`$unV!eTdZ zGReK1v=-9+`($x=s%aDNb|(I}$`YWS3|eO=&hu1X{iEAnVg~O0C8t2?HyD(ub(G(f z9f|vBm2$yj`J2$?pfb@4*4ycQGiC3jDYEaC?uJFqh&L&^e!@@Sg2(b4vx^M(pT%=d zyUyZ&Obv%!amlCRN>8bA)U0_KdJ`PUOGGqozVTgZdhh0kgl5;?l9Qmc=nYMamo)Ca znew->$zx+`e8_Q?=AFiByHX6=56II-=W zbY}L!kmk%fx98O)e$_?Ss>&b~K^z3kiA zA79YEdr-1D?xj$k!PSJQ`J8b#P5&^vu216MzhPbYt`6zPZ`g_@&YYZ4*tpm0#c8?l z6El09*Oy47^HeRpyaVRC=O00?Yy5L)mwb!WMCr$Gj#;!HoKv#yHbXau#Ps&9M;08g z5b>T~bZkMyuBp;KrZcXkH${}`|91#n6LCg=jrO#-zqtn1$pJcZ&%TU#%=_+lTFg$} zkGD@Z7b#5hd*0)?vBbuFMwY?a^DGpZ#Dv7HgtIoY*+ic8s^it~FbEa!P>?uDs)yVCg zqosiN^-_@Y*2A5b4AK*EQ-4kMyLHohq|fA?DU~?m`CQBR&62}AY}S7)o6i0?KyY&k07B}DW?7NqV2>N|Lj6Vv?Z^`8kZkCFx}~_3|p~L+OgYF64UZI?KwHw<5U;# z5@y?T2_C&uYt{>W)N(BS-&DGH(wVu2FQ%sOHCsv=>uzA_-}gq<{oO%}FItjuip_DJ z&(0>SI=ID7c+aQR)k#-v9ZUVICR!$6(B6CI&WzUvGbW!4b+ai|kC8jZbaifl#E~73jj!b9H*Af)asK}YN1ez+@7Xp>pGh=OPiDKbYC@vs#@`iQ{f={0^`+Anc%Pk<_;PB+yIGc!#;H4u+xER#dF1wKxgO{B zJ+J&AGT^lS;nezfouS`ZuG*eF_4g21qH5jY1V5|r$b_Gwk3Us4|E-c}PXgHlawWtj zg=sLGCQbd_Y6z0}8Us#AjCq%;Q)A|d6}6>?d`}4}KeQmit@JuHdh1I4*X%lO%ebBU zb)AsZ)mURtQd+!g^G>!q?UbLd{m827rdRV) zp4KITC2X%J8mP}*?ej7Fr1s-aHpg;Zvz}9)r>Pr%2JEFwXv2^C)1ixcC z<}rqcXpgTnEkySuU8{`&HkE>{Z?ZOJ6X z<|KIPIPz(8b=pl^=d$z1lFHBC0cVrclyWoio7;K{RiARMvp42DVzkLRF+fLoclI(V zpV!8YI`+HMr`^{Etz&7sJa$pnxsF>{9o#uDUXUA`W+MA!dzONMG+Y1Vh3)-;oIH(N{kH_L~-yYf( zCwUW;BPQN8EjCJ1@}6|_bez|ps6PoZRjHt~7!FU1;dQ0w*X%mJ_T@J2*KRtCcfBqw zOP&KRsr6=dxUQ;}dNj2iRBV7^`KZyV-D#lA{8=aL1{H(5*@YC<@Njv`eSb&O@7LX&L zx}Z*+&vd)Bbgxm^Zjfalrc55j(bjyx` z%8B%1-P zSK=lpmcC)vTui5ftjON5*olUoDXB7q-Jq*xU zyjz&-gmf4SR}m!CofQGp!Y#W_1II*<8$-ndzd$}fh;`&uV6Z+ z)@&3K)V6z@ynDmCh)Fx8L0Q||NPTX$%*SZOho^E6-8o<(fKi4V{(a!kZ-$4p2Ge#6 zv-L-~Ra`%lc&5~7*#_NQPV;+0_hQZ;W8T>F0hB>G-ouJV{`bt>?>~Ne4GPSZIs1*- zeyy1I+TfU_WN@Cc-Y4Zd2B~-WT6)=&Bp-r8Q}7-vH0AHHi`{$N3DL*1A5z~wp3`&k zFbn_Jq&pLWY9739F4UM7cn?&gJ&iSn)@V;_6Q0`Uh3t*Jp)cPXC(-;o!mU!BXI`@8 z)469`)t|2K(N67sZ7ny2d1KEfkV`e-F4cd}to@#O%6G?U@5GNSi1;;e#W9O^!*eHR z*qkZ6{w@3%Z|2N}$%1@GjZT5G*5W;|a&rG3{xy5}1Maae-jn?-&%iqQLr3bAax?MW zVIDhdQe$TLScsg~cn``0pP;FEOJ(HUXG{TIIII$gtH%vR8wtt`4`d#qQ?~E3BJ=0Qd zc0J(H*|Y0=v|pMXzWcQYTOv{Be*clbe)opBTm_!4)HM~?i)BHj|FI_Rdz{m!Th8ON z0ksY=(ulj*y~nAW-X7ZJuA{sMQn)7gSzTZIKyG5o>BAjc8w)h134&9|LwE{#Sex>& zw&jDJl=nT;V)GfG+%0(TX3SxSz6g~S_Y?NNV}I(P0}70zMu*_J^ziQ!hkkQBtTmYi z4a5K)gT2gL%4%80OKK~;m^iXY`iSWE6$-A{C zyTGXsT7f$1?BCtLX7};?*TAKZ7*gqD`MB(4%jwSo^ZmbqO2`&)RagP33g;c2_2+}# z#t(K*74tzESHK%y?{e*2J)xjd^M{G$p~i^Gg7-L?lQLnA%_Cm>B04)n!*z1SuZema zl^;8xIV}y`LgnAVYhHcxw62}?Lu_r--M^3Qs=l)?efNfS;m4ZFZO`TP6ib}(eD3vR z@`QrQT}Rzd+kv7Pqe-ED?e61cKS8DVB;7xGJ)kBksNlJywug6Cf%D8q6W=->X9m~g zsBHt`*YAW&zI&Fv6F>Gqec{FjvHisopfV&=MZPuV;O`B`ZcmW|HR&)K6~eFIef;$w zoXgYm@HQHodcxygS$6M_>j#;&e~* z9!cU4oBQZjAGoeZuK<1@+4Y;{ZY?Mcyz4or3~Edj8>P+qz-3Z>^Rv)SP^S!3exoK5 zm>%oI4-JSka{t55RV}BT`@YNJ3`q4C?XGvgtPceYZ9Z?5)%1{vML}p>hS*^Et)6Zl+?)ys(-w+lLNoZoYWe!no1oa~h=I zn4}uN#^uPYg}dtyR=Mk(y(7uIJfaHH@{v1vY+H-==ce=P(q%fP@@$;oxKRbJ?dQYV zw1>8F*Y86z%~y-v2W5`Ms3(64`7qDv5bxod*`U06-mL=Ec5i`~jP2iNwtoN7z8};S zNj|tct?bwX_l2NboqFJSo!~l=3XM~s&Ld_~koM5_9^)R6Hsw8_MnzX@OSxINqI8qM zx+N{ICrM(fn9{}WJx-Ij-CF8@ulK{c@H1&d-RVrl^;5wzAz2cE0F*VNIaRjx25{KzMa<#$DJD2l3K7dSdaF1 zgGw#WXXhkDyp6y`WZn+FnS0-49@V|h(H^IISUcr{_DNXxJ-n_wKBBz;{GMBSYrcDW zNPIc<;vJ+fdEH}PgXfMtJs%T$!5zGEP$DUTCzA5-t)<_8L|lA(XcxQAVsIN0RJ@v9 z-|}dYanTK zO6%&Ir<<&k1+n!O^mTS0zdQlaTiAHM2h_#Twk%fHub#QVRDf@<(JD~*FWv=dN*vVQ zze|73F8zSJ;*mSS;eQnx{-=!J33~3>v!sPxXYnq5%#Leo=y%ptzmr1B4<%$9tlBLH zPFJO~PY8C0d~e*!MnKPkh+|c-N=E-jf!d+H@;5%Lj0g3$-hi4&C*ZxU^Y6G%zbkBg z3Tn*tyz!H;Icl^C)NeXtzUQCMhMMHH2Uoo728}Vq!NwRWzh!-0{rl9a>X?bUV|HJmmgj!^cGts{`+1sbu6YZjZfjzJ9f%PD+5z$u~WY8=qLH z*Pg9B`t)6kHn+}C&^VV@Tf~V45%B)Z#y@ZNZF(b@uLCYbHr|8OvARxPJ9kEOp5z@^Rp%G*O# zlHCRc@7B${3mJMbz4O6I@!=<y_z3C;t)FqKU$l_|t}CUpIrwf|CN=k|N$l`LLnT zxpzTBp=sZ_Uw19ty!+srV=>^SevI0Vd53ox-F@Js_|!pX?p@Ge-W$kZ9%s_cn}3;I zHzt+s-*8TH+QB=L&F(sL@A5udQmh(t>%fkh=m#&S_c(7XDFcl`Zr*(mGOU!E{+(as zXxGiZpf)PVKzE(Jdv}Ao6%Tn^d!&OJ-Hi?Tj$XP6YKNYChs%AScEP!KCF?lNepaN$ z#4Y>buou*p02!F{5{nDhMO00fOoml4p=>vJS_&)YJaT^q>NA~t2O2{ygO8!U0gs{X z292T4y~_*g$1mM%J$Ln*0%g|6pKOjVy$K4zUAsZUq<8N^#v6}p+WnioE9vOFy2RLx zCFPK2^t*Q@>l#aSE?qXRsjdNyKi>s;>K)uucfo;P_MQ86o%WTxcfq69pys;8(eK|* z?f71-^J#5B`}g!`(~n$wcsJo54|pKze3GjD9(AF6_m_7islvK24mzMNOyU6tuN`~V zNuJxt!JeeL7)$>}+p+S0Q|Zx3XYMAHHCswFCn*NA?fCs-YT;u8UJWrx{v#Mg$ESG_ zmHpShZU-fd?=us5N^~IOwSGT5PsDxOb!f65DE*@Ju^vp7zbDN7zEFD_sIY&Tn+B;m zjn$KniC#;(IDPK{rOQ|wan(t8ZOxv8G)dl#HQs$trpIx;hq`?FjeQ-3$vclOPqBMZ zp#UC41CMP%d$@OPH@=&hl==tUoeZi5K-JZ2$RJ2%*M5`rJ*QLqc0N65 z0UAFA)v-u}LQq|6p6d5Ff<|4ATkqt-+Hni9N+e zYW~W4a;kSGu*FRE!7_rnxH|2kZCv$TP{VZN9mD|TC9dt)jP>}P8;im1uu@Q)19?#S z%&O`=-*$nTZ^&b0F&{*_3!YAU6mskcrBC1GY?g0zE4yASd(1*T`BUzJr|(*-zw__5 ze(Zo{2rBKa?YpGyu@T=pmX^;noB^-E9_gRee*DSk;5S!LHwmLwnc4cC=b^3i!&u|; z=9`kuph29orcW8Coe@}fhb`vuaSMUd9N>|U50LHz%f>$+=0#SV7r3{X=dM0zxE$2p zK0Bu;@;M`a#FE|1J8OibAY;m)x&|^91geOPU%xB7e;wR#OWq1<-Y*DuD^D-(Wxbvx zxbBYIC(n$M?>Qylt}S$wcivI0x^n$ByVGC1JNn{XOC$3%xpebm;6$}l@~G0C-_KL; z82mbDA+Q=WV4^TB4O-kdu6fcuwIhP{&~NcI+G0i;(`3@kXB?jKI>jf>eb3H$1&4Rn z7bfc*TNr^}qsZUm=6=t5sCweU-$xTb1#HiUbu%ZQE1g~NRpa5O-|1?1R(V;7V1`Fr zM1{VKkhIbJ77624LnF$kzVY}9CuMMW~c6lGy10*BQSeBhYnTO=v^#JyxZ@D z(lMC$b#cq-!yL138DVQZh>P9hZu#z{WY&=i9tt>CRSqgjjV2fCe7d*HWKo1$g+5lh z{z%-=TT^`mG$sOb;aTOlX0@2O=RY_ufGQ)5F_Y@VhqnL1^2M)-p5}Nz3!Xs4ZnVuV ztUM8+_gU?heZ3ksL>%vIpN_gU(CnmwoyhB8KzzLCv-55LZy<69@+Zv6_H zgK?c9bMz8;=HdDtJq@vkUNawsu4R9^D54qb5Xg1EJn?J4RaAItgt9>Ors~Ye=S&|8 zYf6NFYVzkxz}mk}cv#!;!A?T^o@sG9&zz)8@Eol1&HHorz7Z{RsRa2AV{(Ll&FTx-Xn~mt7gXp!d$X6<+h!BE>5MVd4)R;@ZO{y#h}6xw1{Lr0j$8H=`W;It^H+S>)@t*m8|wf~ z!d=_Cm>f`ojQFr_=3K*yBSyQdXJ>0INt*c1Zmo8h&f?wtZpcmAXOU|zzJI6u`dy*o zrLsiZjU3GKt+Q_S?gUTqS>F91CVOaV;Q{RnJ>5yYAdMYMXF_N91+;%AsVZILxcis; znsuc*kIY7s&C-xj&1an*tub-aD)hc3$aG;Fm9JB{K-z6OKIrz_spg$a%btYj4AYr_rKiXr* zq~#UMpMr*OCO!fUxM{}0#`-nuQZ()6&4k1!qrZerlB8ywv3hda4!vJq@!z=kxxpoc zmknsD@d(8A2etPf>0fi?`19O+@oQgCX?z4tGqHXE&0qIQJi2*0PCe$UyTzAN9AF87 z^^jSs^?wBHHwoA~b;x_JVO!rLuzn_JR$lPY%^2>R#~TY&`CW9BkMz5BfGYo%3h<2b zv&c0k`9BJCfBbmt?At?C?BGE#c4%u-ZMK_`&i!Q-XX*_2_RQ+x^OyMGWen|{JP7@? z*XzjY9k0)qCC09w(73(@K2%gHT_DK&@DodXH>mQTqzI~?QeYLA&i=#xYYzKgc&L7J zZ@fe^yUyanuXpl+CZLu+SZV$6lTlK(f=pLxNd;(%tQ|4{+!RsQK0l&;{({5)n>Ow@ z0L|*OUkA_sbM4&Nw0G-mf$#S!FFZV;z4)*&+g>9pXoT(gWc}xe)gKnwI*<^!7rNKT z%4YWKzdbVi5lhyqZ+g!IYG)ha6h;ibGgMj zRZwqza*f&xPzPlr!#o4fY(K10h`*~Ic2|AHyUC!bLP%dD@b1kR;hP`k7Cbe3IMo@{ z6UAtGb%uVg2tQbsc(=G5)buic25v$1e$e8m{gM|LPqqF|LvD^H{&arHM>a)5; z9+?gBGNR~^v^K~0e_JKWcdE*Cn1ZI+F&ZhxCExWU-cJsIw!S>U4d(flemnL&ldcgF z;ya4byLo4~`JJ6}`TSJyP0+{)+oVvL4^X7nE? zf#wR2{VG3nz;c@0bI=UlCdB4(wu9P!2B;M|Xq@z!#O>CvexMnclL`AE zD@&&Jh?m@m)^@(5^X8xhXz&h{17V|W>;Hh9DEHpvzTTSZcX=h{XF*+a(BdJZ2a8e; z?VZ2-e85JI_9W0)1!x2wmO}2|O}}X1Z*}Yk^>08^1WTGEy9*xw{+{&W zU5Quz2Tku!i{&37AuI(Z};3$q^;eRTJjw< zkdAPpP50IxcWV>x+Wy;?Cw@)1+n}IpDR{&gl&>=n%wEL#{pX#(Vn>x^I<`vOooj%R zMxdiUp5U3u0G*R_O4eznS|ka+`>P`SK13C3{gZeXHUfX~t|@4B6sVHaUjK3Wv#EuZ zk-{~aDxh)%oRXof?WPFupltkt-TIq~_Zz4+M}S%=pmjuHMcgLUH#7VEkJo`(Hk&{L zp2%w|^mTUYPq-^Sb7wryvvU$Q37|}+o*cI6Sbu`$)E!knK}qDqJ5UmN1MNes|MOP8XkHDa^MMo` zphf{`lo>Lkuf4uv;e>+s^-Pk<%@^;AgQj&*)&l%Kw5vKMd{b=1cNx$k7jTmqRQdOr zN8EDQ@x6G>j)Mn4HQ`0@IxgtcQ>9q;*WJHQ?W(pZysP(Sy7M9K=XUGYzKB^njoGxIx%;yoPh6AQ9RvPCg zd}!(<;WeK?i+sS{88_(6W>Z96MSNsMyyBkqpx(^9-QH>DGeFC$L^ipqRA+O_g@0Xe zxG@~$zN%E%6hQ^VeWJU5XX%uy^ME8ELHOG2@v(@OYWu^7)aQdnfHCG?*RR=qT$Xzq z_v@}yoAgllB5P#adodY$09I}a+?@Pm4bC~a8JHQ(=>hpz#RL*D&+$SO$^G#qx! zWg}=np?Aaor`nIb^tNk=J#C6O&m-P#7^u?>TN<=+l75)eMz255wt%YalaQ5T;7-n( z4-Q<%rcMbyvv>;gM)a1*?%nkZG{WAz6TfycqNh{+J!rVG+$b!W=h-xt>%pT0G}Ox_VbWOALfzbe z?fk|sUFFG;6^V_XkB1-ITQ71fS`RdsUQ!7f&^-+w(47t*(0%&%(5~kZRYyTfvm7^; zR4y;}HIJC#bN{wgZ^fr|r+*uN_D*{FDbE1fs8g60dk-|?JPkDXDe~$Q$eG}7=1w8u z?y29W)@WaO`gi6})r}>U=CJj_0;l!f%WHIrp8nlhYR^?#30YADo@&%6_$>bT)Se@( za-i7WwFfjb`xHJjdm216`w2WWi>&Lw?NCYcJIgAr)EV#{z4R0`e5m&xGUA-RaZ>y} zVa@mNgIzaH3Iumep-acsaISMS)_E?XuW2X29;XWGVVxHED6MZkGj}B;g;_yE#-#}?6gjNa0faUt;K!E)A9ao z7R~pdQ9{hYqlk+Ba9dD5TPnWC7}Q*?0Ih#vmGk`XbwA4M$6Qe33{*JAfksrp1Ez65 zVFRY1!UnWH2ejs5^G-E2v6nBMyV${VwHSE}G&Jj2?q79q_d!UaPc11oyUvlF94{Ge zWK#xOA&l9Wm={sr@4p&6LWopxX3KO&EZN7p#E)Q0BE)on#cC<25Fl+3#9Fmf0!wFtnZkm5S)dDYZQd4&S?NbYSxWN%o{vQ2Ib$MWh|~ z|2}MaTasrQv?0!`y)IWFChio2`ui4Vj3UH-52*R*S9ZJgs~s07vwSPO6Ev0EW?pCE zPMr@vT%c9F7%KtJ9I9^nFfTO((!vFeCVx2hY*wQAi|}Jp6%W>4z`FDcG+SN|>TqrB z`2-pm04*%L8KZ2Y{eEiUQ?tX%vT^CESpNY$8~Vvl;z!sD$RNa%!~;ipTcp`0NrPId zPeBXY0^tkW;_n%2zn45!ZFUM;eD_DVRi+pBa^`JFkMZP`YxJ}fIE}GhY+hvL`G9-I zk)nJ_l21V`o&cT2dp7SpruuDV__3)bhk}o3vL{L6w8}d1L-fLX*~g$O4us$I9o=Db zC^-;RzG1F|n>qD6&r@6Jr||KIr*qGSs(o5J;jL-2|I!6Ap!IE_PGlvl8>3ZMslR4V zy2g7~(Av3%2=E9AsD)a2sQW_8>BA<6CY2v*j5w)N1I8|KffKtn%IOdkFH+M;c| zW?f|fANrVuj{P2Sv3rjnodi#T!Uh40jndlOnf6?ozW2;Wqd(1sph0I)#}3-C;*9%w zckhOGaSL{f=bRIe=4ggbk%AV3dP~H=td4$=_YySriCKUo-reg^t`BMrvmG@G+XL;2 zA8yE&<~T0bcoN$>gSd$D{^x6Nx0c#-_P&Fp!i#rr#v~ux%G;tnKimM+s@4ZJSwIa+ zM3d^!u4)|%P<{rjAc7Siz1q(L4^6!-@jkc;6dD+XhxoO-+$Gaj1(;Ri3PWCyJ` z0uOj;5~Lw35vS( z@W7$!J;BAG{`aqktJpxj&0`kovgwh9kJ%1QRXv*fP99V`Va(1jbH8V9`F@b&J*Zg^ zHqq~xkM_FU1pVr`N6Z`LL7Oz*frbQO%jrLydjF33^*iPgP!NGM?KLW^xDHw{$9(fp zN5Nr>Bso=V=|VoDyk8t#E2q9OSv>PDctUdW!-p2@zpTBx?8n|87@atqYSUjgYg2C4 zHoUPr74z?q#0M{UqnYbY#phEyV$}99`C15Mn{2X9bkI2qTl^DoQe0bbYoXxOwL>OTC?SsWI~|GcAw6 z+GkgO{qCbp3MlYFQzf7UC_V4aJ(Eg%^RDIhp5GdB8+$-QwV*N{ww?jB3Bvu_UH2F7 z7QX=v5P$|8AhUNG>DO%*Nhll#eX$|DKsAe$5s<;R|XVFW$X*=P}XpM{0L| zyDR2_7ZYP9-%aoAoXX`v12=!dGIT1gLtB;o*w((ei`{eQc)ytEE_haw^*v7kMY!eH{~amT4mOsPj(wW**R6t2i3{e z$q%~vpaW0$>(d`ZD?V&1I{eAcLLeKoA{#S}Fg1Y6dgN7QZhKhH#(lGTsIK_%!s?WY zR-P(&e-<6J;0Zj#)4cW^H&4fj?_u%9I$E{yot-Tt5?bw{!pzP>anKVTz=`I6{6VL!39 z740^@lgsZ1w-s|9mc!R~Oif^(8Gh{PreiLD60l{^`4Q#){i5K8>BfsZi61&Z<@cPP zneH`8tkpM9%j5@DVI7?D*V*kq;jTJp)`magSW&s{b?`*_^Uf`7lP8DMx^y+kPHxX>~%}a zX->bRay`r&(-!Z-T;Hy3_q!03wL#0rV6!@v9y@eq7NpMnDAHZ15Qe_MJ^lO4)bEm; ze&?(y2f0xLw3wpU=vl0|O~Sbp0oo7o*fi!m`41D;>A>wLi7bdbaCIeM?YtC|DaF?YT9NZ_HTi9P&T;NhxO;Bge_ z5<*9v{kxEK9W|0$y$Zam?1|`l`_0?Sqzm?&9$FagR-(>RmFfar8Cmhv{rgPU?~;pt z>nMNcPX5q*q2t{wOVFw4`A0A2x5m8w$; z>ceF!#&g^h`(SKYXg=w8j!OBV1>tT*kOpQ`cwN!_$fEg*JI}inT?Y?dfF#q4r?Sec zxbGs%LPU|-T?e!)3cLa0S#-^TuiB5jhen4`NcsufG^>5I=t!dk0Bfc-ba3k3bzCY5ftncWnKLYhT!Sw~k(h}~| z@3>RGAB}kJH-jfhvighw+fk!U*0Zx`et0KyXlmjiR%6iC4vcDs`}Mm*{@rg6?UHYG zE58ogKx{ZUSm)cDtD5s3+k+Ab%7Q@9iVtznl7CR=mOtWH6w)O0S(W6CwhxN;Ed2y3 zAVKByMo>AO1>Oz(=fl1YALOQQ&lSIBn;`ix)_AueWDnJwhe9@O+*mQ6G z^{_Vep>5sed!TNJ5@ezlJO}1=?5*O>Xm9T}eAt!1nf%AN0&52WG^Ba_GkDQ+#9PQJcW{rccec=8BR&4) znjHr~qiUeR7I0$)JlK--^KNbGUE93y4dBET@owF5=q7XFo4LJv-&7uWx)|%~H0{&x zK1%;AOT5c0cJngp9?(ELXzDV1-`#@j@^8CN_f$^7I-#F>x3=}&KJZjIXm1~Qr|HZq zf!{V=7k$52L8b~k;TG-&op5UkuPcj>EQ?p%z5ZBL`Jo4r(>5OMfow;cT&$KfagH5N zMY=8e)WK(!YXzG(gU8g~)FsMp9G}V31athC3Zw5K*-g znvk<29-h-b_B7S+E_&XrlL1Qx(h2cC68XZ z2^nN8LmFf}_YO43xcPT$>CsEG&q#o`cYunX%!aKIJ=&FLegv-A3>nURgEX9pYXNQE zhc$7>_Ws{4q%HP10QU;obrHWNu7WStUHw2bb>KY4FiYr|*JR-QK;+`z+nke` zTsjT5jOBOi-b>T>t|=7%1X{`oT6Y@{@4w^Rr&zC_H$Lcc$>?V)Bq7nm*Ks(sbXTPeGZrZMEz6}~@OaZM=`=VzI-dVHj zz`b`p($9EqiyLBF+^#qWo`}*pG}Ywz za#4G%ll;P`-+lZ8nu!%Wec~Os*$yh)Qd>e#_MG-sa@SGb4Q};<_cws{WDA3~&?nur zbu9BY0!?tV)>9WZ5jr)z(P2rqZ>|}{H$86I*_3yiRk>&mu?t-VLL0fbo zE8@Mx%mj4Sri2ar2J4rID8-X`bqCYmEw+eZvhQsfDV8tH~?OgW|Y=gts4K* zJL);p#zrgyW9i?|Y^rX1GcQ#SHukx`=gqlihpeB)OHO|-sSj>>U`%g9cKPQ(A~;EM z^XJ1iT;<)V%QD&~x-%)tt$OKR+)Ha@2X! zHYMRS8)$U4474I91=`T;cnWsmo%Yn-8{+M>>p{mXq=2eG@Ua3f#lm&=7_EB}q_7(_ z+>Onhk3aW=7G|fWl!IGiAkRe^*_br!+rF~rM_@+E_Z*b<6`&r)d7a(I-^OeQZRt2A zg0wC2XPdS($M>I&@t_v`=853>RM>isq@Oo!H@}g4f9Vc*5dz3Iwql9(&r^J67DnqF z>s95AknVXiuNR|*G&A-4kHU?xWwh`O;GMPFD$}{!Ob%{J0d3Vn4wGk*YaXS4KeVZO z&)@Rh8}3<(B|7LFY5;AO0}W`Xt#-dzE#3BmXCeDzhc!th*fvk?2AwS+yV0aLo#zP~ zWTm8Eg>8Gn&$7eZ7qAYIftpt4Z{HrOS{?zKSAPdxTKtsNo|AL>^VEi04!8y(|mU9>HDbl2h@td z*qFC>!-qJ9J>toG;ce(cpmlm1c3MCFwCmgkG0^fpT$&`$#7i{CbAk5eLDu`SzQ3Rt zqxXbQ78Lpz^96?vRqwf(0O|#TdgI^$9?*n=*p0h$3oD!4z&&b=xn+HwJ;zn^z=N)b ztP?*xxf}6*-OR~`#fQ8vyh&YuxkvOgWZkjjdiZLS^?%-h26(;qg7&JUzA^6LmTl~2! zF?KVkT|L*Z;)Kzm-~UhFys2k-O2_k8-z|mx4g0q=2<404IehQGtB#iRFM)@R=@*iX z)BD%jH-$WIy|7qir&p^K`z>bJ(liUbWs>pWQf;$L#dNduwZ-vOQ0ZjG5oO?^;c?g4yYZ_juW6 zKP`A)npSLJogT9J&pX@5cd_-_^8b^zMDl%)OIPbYm}Yrr_ty17g?XEfe)U~k-%tV4 zsCXZwaRNf)C)>zRvG*4n{X3emS!VOS*Jn};Z|JnwZ2wkT^YpO4bN0rWa^XJPEHtJ$ z@4G(JUaa|O(TVR?n~U8y5;^!l^0eap*Jqw3l$~3V^z&);rYF1SeYE{|G-IR8r@iNVz-E?b$3K%i9g(xF z``1s-{O-d^mTz_+OxP&%ZST1pzO?5(TGQ_DQ$M{g`=Rl_qwD_v2+(P-U2i=3C`iTK zTjAmb>*gOkI-wv?0A%GCu+CplojPIPUVqPd`JLsLt##U7X&#Z)=X}JNkFGNA-no9? z;hDy4;3~)3a&H8&Zt2gQ8ZPVlXC3MA%B6Lz5_FtcQ^PrBH zvB{4u!mrnE6%<{0FmZj9`}zq7<3eZVvqK^=yzb{b-JkOu_dS2r^ZvdVv;Auco_QNU ze${!lFR6X<+7tx{K?HpmRG=DeFgQZ*0lJ&>E3(O1K!_Uc<=R@(@7sD zUjQ+Z43|Ebbn@DUc8df4R&4Eii#p1i55`#@sh)dN=FB5mzq%?E|2Iq$hX^XQ%MhU3TTX1>?`x?{oogNYku?%hq;5W)98F5QeBoC@CG-Td^f zamDvHAKsNdOEs)Gv??#XEGK>AjDV)Xw|y~Pj@pm5AH}8b>({qG#1|hes`zeY9LX~e zWcsb}S0CLon!63N9)2>j)R=a7w=|E~>4$gW>1S{CwmsEs@8`+hyPNP~@r8$XU*Dc7 z3kn@LqU$cY1sIdgFQ>w(h4N-jzbq&+hcoyVF0syJ`4(@3}oXZ1!BM zZ_kvy9jT+1^7v#tTlt^NmtSk|i?xGY^Z9rZ#Fu5~P9%x$FV~+|e%(H;r`|A3r@7HM zZ0<~%Gj9^ax;+K2`)s=x#l`$0u(>%-w7m>$XH_U9aK5hk`hAsY)zbQe~3t&5>tnTbs@=HP|sB`tR+-w;zFGBhMg02NbQdn{Qe!?t1$D-O*3) ze*OFOQQr+>AGieCvwQ3M9Gzpid$-@4@g%(fq{Cc7XWHT2(8BrXr|R!XmF2aopZySD zd_AJ?=eyFhO<)DlzfXNI{GVEwnDIe90~EA-z?thFJagUOEq;2p_=k5#4e#Gg_#k!K z@c!O?b8jBhdA9GC+;qcD_oDmUHp<-FYk{gyC+zw6cXOZK{o4HN*nSD?k3U5D~?}z{AL83`0YE*c^fQZ*PK(l#|x6!CkrhsxBg4o>bCLAWROnXu&I@nGfpOL zhzLzH{63Y(F{@zV>0h@WgTiL*;)oLo8&{p#-V9DXp*s63-|Ku{SASjpf6|-97ZNr^ zgeKcrZZo#tws}VKyIxaA9=)x{ijVQ~bw4$D&(?gjXa=kTim3a1FY;OJ>4V@3CJc_@ct9s8`;C*ap$^UHOlasAC zCtG(PJ+ka*d%vC;)@$EzY5m%C@Ns+(EVUNpq?Z|V?_7W3;g`T>?&F%=`Ws~) z?JWkCcuDXQFH~oL#e1EP>*{ZSD$Iz!0f-dA?ojo>D$wP ztZsTImF5s(*xm>UBxUVu=KNaM%)^czI2bK4XP?Z4)6BkVETY8@-JDYyg#J&m*oyS?r$rAh&tObEEK|1+Qc-6`)Lhz-Vamg^w>9xFSXUxM*HO0RP7yLT zyg%Mnc0)XP!=Qa7)SXh(=9%b3@-m0#C*Ck%ZdzT-Zc@46CbRCh1Hs(IN;-OvjZXK~ zw}(2G^BODU%y7O5&CI-~{iUX@ZEM`J-Qb7iiKY)SX%06wSb+kxB`H0oBQiPvLmbcX z>KM_Ia6{%pU6xO3AvIp;#!pLQlDPM&d)_s0W~ zgC$eXLXOS@cF8KJ}~X;akan zs}}6;s=QP8zTh{cEtqn&O+BxE!<{<*y!(e7_CyJUoMH5xcNgrrONmF%BubtSFXX8Y zz2JLPheONE;ttevp&P;4_SNxx&PXZ{+pO?oNl8xTr<_bsj6ZECpEvU`*RQ&VkkqO5 zEbzCwi}tgC-=Mm6)eYgT_7Pe23|sRPBMkd*ZCBVKQS7jpJ<3NzqTgowj=1?}@6X%5 zL+i!5M7gc@7FVD)UfrOcRlniNzJHw+CWbjP+}}nEn4MYtP4+^P)5fFek`Xce-3Ki1 zJzBM3cU$F^e-A)*fg8Jr=dJjAFzENM_%aj29B|~pw51*9$-7YZ4Vu871^#Y!hJ_|5 zrKGKRm7IQI!>)_}a-Av^!`jvOK`BM9;*fNfuHNIjnTQk?QD(B{R1T=!nRP>WvwcKb zJ;P>D%Iv?nT_I=2@i*2BjMne^?P}=n)0>x`+`RNAv##2d-s5Gn4tw#2ok{-24l-`djKgoPL;4M()k)vjPrrHH ze!oYpP4x4O+T+tePAuDgBiid|K@yvUbj_YA$r-Dg-dQ~}{M`)KCkxTXp8!fJ&t`6Y zf8)}Vo0r}+idC0unia^;W^I%Bx>@0#8i#oskKFcr#|WeL+mL*x>@{sRd)|NcW0Nws z=Oe``y-9u=!wwB>$c-j}YbeBmpq!4qPQgfFT7=AJmo64FFg ztxot}pRgn0;`aJpwPoj1CyKI;0EW^H;s?}H*QRc`Z!x++L?tvd_7KcL(8)V?xkPKy@h?2=5I{7*3TAT z)c(|5Q77{5Cun2Mhq+BR z4BMZZE53=i`x&ZF_O!oM+Rxm-2G=eg*^tcEGJjfW#wSSfek8p5jd@3~#Qkq<3zKhN zHe^23mx?GqZ4Lg~8#Ho;zjOB`DRraMkIY@y@BOyT zQDdh2_h^A>XBPg3_8cbJUi`au>F=-2C)|V&PpT~0&pgYA!~5CAzt7$U9gIJ&YhV`W z{c=06(@C3M_nS7P@ZF7vwBo0}>3o;3dw0EjguyI{7?7E3_#g%9#`5WFyp5Q7cD7o( z`v`!2(V|-X;~%sTNcrh`lBag=*Y%}~I}=apr1Pn+cAlJG4#`=L_c{KjHXX0@`QP(z zo1;eLw<%{DHl*AP+@uBRL#Ft*)Ms=47i-zy`tW$_-2?k=qG#De&$7Lc^nP7y^q+k` z21|qz=Jm5CowPXwcJ4!jb3f$kK3uP^*00v4`kAAi`;h*0xrgr?#Drf}{cUK}uYSX9 zE|G{G*P2%Zz~ZKLwe6wH{T6F5hO^m@IcU z-|>cF`#We*jtvYHhN`I(L$tZWtc_Qpdk#Mu6ml#@uf=+K>HM^X10B zYstTLIjo;;_zSJ5jvo@fEw6L?e$(6S20LDrJLn5HaT^_1~i% z!+9*R!SqCqfY-B&f5loV-B zuVqi@QEO9O?X1slGE-pM8a`dMkPn^t-!>#HJ9gU`*4~IH3xU>Ht8NJ2l-Ic_@9-^J zBJ7OvZ&_Hv*}uQ(^SZN%OB?R%$a4SGc(E=??y9`ZDyS=0-4MPiuX9!2;VVen;$N~C zQk)_T`(JHeuI-JT!ZXR=r+$M^J;P;i)&Fw4!k#DJXMht8 zPZihY=_h$P>qN@;90j%9K3DvE@Zk?6@ibVkw*gZ}5>di67?UUka9 zVc7gyIqr@1wddg%Vh`I)v$xQxhqSV3YkN3ev?SP&yQ#~y{V_DjXni~K(f#yC_kurSZ1yUV0&|YYKmsN@ z>W%K!9bz*%+ZN2f|MMG9Zs>*B<2GIYTQZKzbnOTAjAg4A{aC#8$5-|v8A%mVpU=D~ zcbLriF!RjfAG#~PSiC$W6L#_XlKk@@!ddTzo>Bg>*!csrtP-tO`mtE`$5-}~8A%a_ z{SV4>GCw(NPA~7?yY$K& z|G7>P8?8(#%gn169Bt_;J($nS{VuDbx^2JKi*-qCEuyFUx1Pvvi(N7Op}oU$jo<6puy*Fg-xm|VLrd^3+l{|3ZuzXyqWW$kJ6Ui?jYm4D&47+bm_H&f=r8<(Cm zrk#H$R_(3%Xs(i&L{-d#bB0?&9nEDoE4+v(`T=XlCHw!W+w^DOzTPAg!#6XIzmFD} zb4(_BmMtjFuyqX6*E?-V=Gz~iUUqIppY6xrCqMoE_44N8 z&cx$3!9S3)A>ZG9mO2$I523mD^N+tzK0sUVAxG!^_?znwb!D|!L*VA4;|qdc*5zvfqfBK{S)U)dtM+PRyvlyTmKEdJGpLodsM zauc}!lM?NoSfiB+lFUyARSgNxJhijZeGWK=Yy@xJ>)};_s6Sh){X)H|6DDma6-QKBzpq z_*<++-LU^&IjAo>!|GpZ|K5w`T6=BZ7lvMlJ!(^BZ}|n<#R%P~US%Iy6@UBv#UmS% z=AHa41`ZZbotDF0=O=Y%!G4iFw)r4^hi%I2E#E-(-Q4i!$h-8@@6FymP+p&iRh-K*gx?cU=y@BtA&5IoZ^@Tl$OW z?c1Nl!ddT{o>~0Ozr*az!f&rZL$Djvv+Sc^Me9E?m?dE&f3j&qqTJSe#~TLyx3(|P zdw6__<(fEqjaRTJyi!-T0v?6_SL(K1**EW%(JYC1M{Kh0H+@ifHgnhe8<&#uHBG7# zZ|e*5Y-l)h+Zf!%{Ji7u8(3E{6{NUVg2Wx%`*=2vgYv>LJECjg`5cF z&eYcVx?ATvzKxcM>#n@^bfbbzXXTZB%uzlow)}WK(Nbqe`cIf2@6?s;K=|=a-L^aX zwt+If=Ni4+@$=xNe*A&sHZu-$St!EN4YCK1f<0JUd;4rgQpCnxIrWv>Oe(j5nwfR= zoavut9QNX!chn}&zWUBS*2JSSd5B2dK3{kH{DW^nk@)x*|-idqHrBC=R#wJ<}YR-U$F+gQ+QuF3jy6cYLKOhTAYQBec zIHbbhmSx=#-X5>BeZ9S#oABYb$~(}~u<*B7$($n(iZ988y*#+b3Q}mx?W}j&lEk+Y zT*P$QPW*jz((hlZe}QY4JKI5l`2-Z08rv#W;g z-*kDTo;85Sk}_t1GD1nk|0R}d7A-%6)QlUZn&3Ee9L4{``XjtWjLH})Vm6ZI{s$2TYr>y+*kTJym zTkmDEpb?*SLwM``NU!MsZ~N5Rct88x0_UT{pnSx&rt(KB|7wY-GmpPn_ut;Gum(OD zI8pTV{2hPq#cX7|v#<4_xEFU*mnFP~CN%HJnZ$!{KR{ZbA!nKvB<+QdB8q}X5i?)^ z{@^a$ym6eU|O+=r_8mj};rmB-m_s|9LBUYt@3?eU)$O-fw`_)yL=E_hq0S?pIMUkFUyvU4Nv$^!U5)pypzPVf$S~R(kh++TH8iCjDw{;>n$7L5L6eXlwJ#tbrU|k89W^5!3`NnNXmGSUeGQ5 z<>nvgh#+Wm_)SIxbcziWf!pttg9?}rD$fcbjS6rKE_Iv_x-*D%uiq0`8*Rtmdx+}K zw($4fr{BIx@h$Fr=y?XYepq*KcFEa9(K$QbL;Ffk>fTR)h0M`;C;r}>^!pdzZ%}JQ zZs+?3HQ_^Dl~4AuPHnn;^i1NxFP~tw?Z)4G5smulr0>Z1d?_DZzAu1x_ zM8)EDP%A(FR(G*}25P}R?|F4Yc)xu_UHth-d0!s?s=9zF+M62wq9Jh7TR}_+iP!u+{CNj z@Z}!^sBJj;5~vXh?zrCDu8#0#>)U&gLtR%F zLOPM(es>$pJuVl<_siW2+DlIS{@-a!Qt9sZpfw>~wi|xi8-)4Xt`$DqWtsMVwm{gK z#P6U~x{^6Pk$?5o)d`TgFx;^H?tku!U02`k15E*IeLL{(|A7d@-0!|T_8PL@pDSQ( zixwlh%{S%3vOY9lO8gF*{K2VD`&q@jb?M%d!6V*28sZgx3vAc0oL*J|X>jrF{x7~r zboK38&|-&B9s89t6jyiuJ7fyVi47Z)zCxR!h6`i1^!(V=J~iRc4Dj@wR+>Y^#y2aV zMNQ~N_M-pn$GS3i<|joMw%_^gFqt#)s7%rQ7OR>Mdu(-T{1!lTJ)7{mUNLIpt~;RN z)sUldC;rMyXfJ!Zuk+`^X~u5$;Y?cH8=d@^|E5oI?#XxG*FvakG)CU`fJf!XcDme@-Mz4Y|Xmw zvS-dohHhl90=so@eo}>0@rzo}s8iUPh2MQwcyG|!WxGZ$%4XUNbw1Ut7)g;vvXD*XJ95g%^ny-}nn!fdm?T$k*L{ zzv=FFgEcdbzq4L&k{L7*#D4D}SMs<0&KI^fSO1d@19i2Ozel&A{{)Q(Nr5mOYpt+U@I*)Go6bA=x;yVT-2wT|{av&`9H^>bj`Gpi_5<9yZ+Zx= z)}9sqUJI}Ad8;3Ni$4AKb$qy+@L_L5P?H3b_1}EIez1!9+Xk;g-iH0R@@=#3H*HAb z+lpvc-pbeAdcWz`b_1JEOSN~i1?C-j1s&>W4XbCUo0)KebAMpfox0bcs!|rwd`kAe zQUIJZN@xc%x& zcdmV~@vS@jp#Bv+4)~|tx!(Uz(w9g3S;X|?Egy|-qz+&jZ^&ANuI1&~~1Q)X`g z8+QoZ_-9E{+giO}?vE}Wapw5gXd;5K838VGx$b0wG?_adwE|NCpKgLvTa zRKYjkQNzjKp~D<^&F|lD(EdE*u+|UdrO?4fjA7WAX>t&4W%t3$3+CzSew#Kc%s%45 zX%^?j_3LV(X;f~vyew?^51c7{fAf}shMU0cd*MTuXB>Ywd-v(yg}Q54f6eZxyU(&P zMQ%TMjv5x6US+@j?u#=#{my*@cuhsD+s2RH;rBC-P*sWH3P0ma|d6enaA;S%!j*vPDG4PxCcB#X(d)M|e z^{ch9etJ<28Y8I@umUgC(du}%p@{u+6nI?pxGrypZR)HR^LO!erN7siaz0kTS*|U)e)`NytGXTr z9aXU6sEdCRVK-@ChSf=tYPU;d zsoa|AVm)bIsfz7ukE$CJzvRpAj59lZTGrr6XZ-UI+%k2khxIdmZ0-4xsVX5mar(($ zoxAg`wte+^uXRX2X?Bn;tI-eJaVGGb)WS)Im?pcrViI%o|L&S)$e;-Zh4=c-1-+$d)K^Q z_VJs=jg2PGXDT(EGZ!jw*`HgsP`*!4_A2-EuV$f+ySyE(e){vWzI-9MWVd~f{;yk| z`^uKRRJwfUQUB(m>&Na0L9DuTv8m)d*CktRkMC;~?%Ink*)Ot0oRx8_PLU3WXS~VW zlrC1qmy6tNAMDB~x<2>c+poUIK?%dLDr&;NNXK94tS{$_F8RN_iD!Bf&mskdHrGB@ z#h2d8D&~4!nz^jor{B5Ze(Jgdg`RAG6`14Ce_1Eb{Py^VHS&iy*YTYHW%$S2zUcG* zI+_1}Z}AuGQfjZ;@Wu7A=dug@)AWqqO8r@zVgNT$Tg~SboZK6p7RB zIF!wLamQu_@zUA1vmL)|y`xbKa;;ITFo$>gEIp&Yf4ChTj~tMiQ+>j1-@KQxjvdbb z7rVvjd;DIb@OE?4mj59Wx&zKSt$3w>Z}FLj-agBmrY;q}`^o3BYp>O#DBq&%$AXH% zmWsA;U6q+9s$!$$CfEZ7=U`3Ye|s9;fe76E@+;8ikMZxrz!`M(zl)T@d)}hoJMN={_Ho+jfOa(=+Pj zy?0rwfl+*YA|!CGEIHM9{rALqUzKfNyZ>5V7h{tpCTH60e)h`ZP2iBZ!T&1o>55+c zokiDK>siy1qtAa?r*LKQvp;JTenvWe+T8S{UhBls#c7EuU*AV9KC@BbNZGy@+3LS; zfg+>$z|5IN*B2gmUkdeH)s;VI7C%duGqwM`LaJQs$)mu{A68VY-4*yOLf}>4O}M^e z)&ft~CHGHPxUx9yRiN?L6+dUXpFMArRrf5=^qmgWzL@C{ZIMRXnPpAwLm7dk9DEk)TNVsHY!|Md@3-SRd9D(B@ZOeaXGnW)u{!2 zHl8?ZerHJUZ>}IcrL7zjSIN7Wo|4)3R7@)f;>vwxf$MXH@A2t%2zWAdu0Pc(`xS|JIofGhE((q+8|XPkGw_A`G0P1|Vt z96|cjSAI7*CF8GnWyz+JMbYyzcdZC?-_sfR&g$z2$-~FCffCsY&#B7)r{3Dfzwqao zKAEVsHTzBPw%stxPz|G z9UWJcrlc@Vj9THL8-lPyeX)Gd5~=wHAxp%xg1ALj7CpIIcO?C9$N67^|5wV3_eZt3 z>plo{ zfBs|N`MbaUsQL{izAI;7iGj+I#NHvX5#< zu1w!2bN^D-Uluy?x_n5KiXr(#Igw11J#ztVYM%9}0uzq~DGO@?6I#s*Q{D_vrb^y0s46|Q~j zbJ=y-@$bBQ9*OMs+tJ1#eYn-%f0MthCe8 zZsG@Hw~KEJVs1}SeD*j%(}9Gf;t+k=aQCOXDkCSnOLDbNbp0B>JMdY-(p!Pr zr{b(HmVj!2$F|L%C*^b7C*L@5-FWXyclWs&*KJ<4AJYDNp=7PRg+#c$p5GQ>zb(w_ zw*u8~2^Rlcw0>@e)n#4%S6ffcu+``=cp>`te#v)mRC!%oS9@*3w?OAx?YxZ#cSsdY zTr~GW_pf<-1E1XxScK%cokv%P?9Ber^mAEq^!Y1m4%D0cUF`PH`}dT5-UHJkr@m&* zDd)XY8~au-Z?o{UfcqZ|Ps#8b8%{v3x3(_3Q+nZR?d6SY)2qs7th_x%c{^Y68kuJi z)@Lr3&(QDMB-|C`Un!m1*FMwlYsyQNV4E``fvW-^pMOzwoi#rr1r!_a41!%X-ScFh zg;<_hSvF(xdxLnERCShA_NGmXjmlapCZd{*URX%0q zyeZ7v`-;}dJdLqFb+deme%D6rPv@EXj6!>KYEO#vgXq{4sov`2ECwbE*ujBoeJaH8 zRAaRJ&XB&Mm9kGCS)UU3y}{|bLcCZ$war->zYsAOItH;cbtIwWdSr@o`T|d0KlDHn9blubcbQLUEUQY%E zOT6Wo+P4PZ_Z_YgESoD(R<-t1;IoPuFHPL0L0TN9S;>5p?v!4VcZHO*e8!?>MNh6J z%4xM%u8@6puyn@n?y}dd^Itja{(8j!@3NQP%L>k=y#yuG`JwDz6U7|X=d(aUrg%!^ zFL&NQ)At?tzm9P>+Xn;f2j2|h-$d%anfdR#6eu>%X}sxVoSk8HxnyEyPQZTd1@9jk z&E~DKy}bLd&)vxNU&Un7_;MH?B!(S$Te#0+L!5=dUbWjA#Wv?kk`%nvXFe)i#^=*_ zD`G;xyIl{CIDp$Nd?uv{MNh6ZK0Cn1Aot>d%>{ApYuwz+>SxNN^2whE#RtF1)&!l{ zlvzDjqn@n0&A9FmxFoc`aHZ+w#Ax=w?5_72vzsw|ut~e)W0ZXM8oWHr)Cg$gz*_SoVK*?fClXUX(zRQv1m- zwim1FzE^}J*J{xLf_4CGk8XM#8DRXwM*w_7^;-tecAf$9yC5y9c`N>wweJHi*uuLc4TaH z`pb0AUZdl60o>*Slg&U8r*!$ogYzj&5+AIs!Kvl%0wF)XJ@@**tdV~i zX}{(C=da546$XzKuK!@(Z62`OT!8)iqV;oMWP@6`XFcn0{tw#S_p5U&B)v$ve7&c> z*7nQ>$O6Euqm!3U=Rd^C_kfArO22QZ{wzPEqhSH!8kf#lt?h^{-;rVlu4C3N&?_jg zDcA$kb(EX$5cezjt?n})J1)QcgzXjU&Fu7Fw_Nv{N!Y*SP!gHLcd~5%yq9+am!}m3 z+|v81S)aEp(}^=7Za<^`(vu%QuUTjDh4;?SO_~2TD;z8|4E?3IlyMrv9aFjFpEfg= zNVfg^5mfiTuqd#rx#kV0#?i(V+wU74_2*tCauedMW2<=PgOd0)=@?|J5Y{r-Q^*`1ojcLiqcOIc-~_5$j+EspbDR6a&d z^$l%#S7#f%Tgm9EXrS}@P?ir~t|sv-JC5xY&D0kaR0~{hZFfpW`_P}|J{y(J)L$x@ z`10dgG3g>!w!KHr&E^A@XiWxxSF*+FcZAK{+O*|7*QI~Kj)#^iJW9M2b*<0nda)>| zKLw6NP@rz}HQ+avGW#yuYk3x9=UVm=5SoO%I8ol2S@)}cDMft5`KS{c(c3hh_~~ij1IBoM#qCWgqIr~ zZ8IqJy6n0vvElc3l?$(*dffxJuD&*R2Ah6}KYKy;x@TcV+v6Wg{o-HLX8-$~cIvsz zrBeIybIy)e*6zxEcgekbt9^gS@unBn)y~x>D*V2F539QOYI*DuQR!^TDAp>rX*DSJ zx(x0CDP5k_({$oz_ph|==Ca_nOX91L-ap}&YnCNHy(Bwdb|vT9IIE}8`xh*c&z!aU z#xk=PN0ZHO)Y?~_p9p|E5KFWbwM@vt0!z_PoB4$BwwcTKiK`$Qsp44tWd3D zoBj=%lZ}q{8H9oY;&}D3&mD8jIQ!=>0ks6yDf>)aHL=<%XkO_On>QXmm-m%S?<-lP zd~3}qne)nL)|?X2ce~N!Jqy%Hvtfy5+PjaX0^AY^7kn0a^?o5S|6Rr$fBwrdCEe21 zxt}*Ey<*+k_2TVytwk02u6ku#r+zj$xNh5(b(_AZ2Cw1Rx*F8jQ9h#-#(emB;^m3! zK{l=me|n<6b$+Ln;_`LpEmbb8mU@3n==ZW-Uzvm(vzOgo$A9?zqPy;*-qsHGBKMv# z|Ejop;rn&<{#A7`PqMV1teRH5_{>9TUhjCLR&T*?w?KVQ;XfH4mX_UprMeeVf`4t^ zbv5j)(cd?Fgr=UH78zb4T9&bssC{ z9J1@S;D7qL>08>hqU&z|zbushaYC!@kcP#MPqSHiA{BE$J*25kQCIwEX+j-$b=mwaQC-lb{vwAb2XO?hdcRsSwQp&H`H{=l z{UGg-v^gi%mC1g2y9iRNL^-;?RA0Mo5oBXhj%$Y879|eTRcB9X6n~IvTonjyP0pOg z5Ip(ny3O;JegKF1GSS9e7yYBMT_H=TuXc66;c+T^WzFe6^YF@srTQ}uJ!gh^>qiJ1 zC(nySc9{1*k2n?Z>jK}> z&gQyV&(?js(DqLv;Kv;4-w!vPTJq|+YZ;rO^;cs7_nD798_%hvzI54c11c>Vvmfej z&2|pm2nz3T0WIt1Pu;3t=U0C`R3I~P#+OHjr1EDK$-G(UuX)U*hD9yJWqtNdIem+= zpj}g{Z2R-CSKQ`_HRjPYbN*wK^LL%n^p#5-D-JT483)Wh2^z`~amrQm7N6P1r*HW5 z_NDHgJugAss%(y_Gm9SVzxCLn{l>Sy7bkCfA@8uy^xl+9+hQ{hJ%72hwqdH3iTvY& zKmOP2t&Td~7OmDeeUO<;Co*I9=zkGuE5n_dx?{%@t~ z3acTdpFoz`(-W_GFP@INCN*iEsmkAA=XKNP9V&WNd`qJ^ha=i~^0LW38x^kcW@-FQw%9SHSxOiBJm?@OjYc&J^n3ki&-|2ZK2KAzhaBeY*c*HR}E@4 zv;{oXyu`#^TC+0taPbsK?lo=E^0)j{<^08K*4DNu>Aaf%uS`&{GvTmbCBM%4l#G7r zN_o-D2ChK+Q^%uz$=n9Em8u+YY(}FIO z0M}D-;F{r-#r=qPyDsiOxEInAU=3YzaG?ie4e5!nBd4ES(BN4yugCV3j2|ngm*B?= zDL8+z`Z6%vD0YMD@Y%_7D;avTKBb-dxg#TE_mz^3Z$BK%Iy-&F?+eHCJU;%&uaY{r z?5Ek+mp|@5R*_5QsjA!<``B>X+2?k*C(XKaZ>@VJ&zB&9L~rFAmppPcy&;3B3%7+V zIlf)shnjXdFMlqi6MJ1?mG@$^Db8lXi;4oP3(0$JWqPrPRBJkPc0{qFT5D*u8V=lKZt9$NP5evRAA*T=<9h)BES zYE^?rFm^upF1qtIhqlK>P*%IHkQKZ*d0qyr5K#Z@ve;mSAWxQx+UM;)ADi3H38#X4 zlnal}4r2-U^86*F2^AF3C?)&Z1rlj1f@0=mi1?W_3HM&>Pov$CCVRt{~omA1zjdom5SJpq4N$ulZc*^*a=0b4NFxmFw@)`y< zk$K>vSG0x8-||D1jT4DEh z$Hte#$|Z=KNoFFh;% z^7p-Q3a_IduY9ttWd41NATP)DsrwFI+x;gpW^bnR^{H#byKf}EKAe6#SH4K**6CXd zS1E|A&uWRia=+hgX0qc7;Z)EFlXif*miygD-$Qq1M`V46j33*t5cWM4wQM2p(*B3V z&6m;xGc`J%>=vk>$Nzn&<4TdghmWw$mj9(zGwsK#qysZKb|34PtNmx%XSDVB_p1fB zCv*$@9_oDcwcc%JvhxaI-z%M)z@v6I7MO}Vte5xvwhY`tQMl5nma2REafQtF9rH!y zociq#XxY^9l}WefS#(`}Rb6J@JADe@H;sFRlg>oif37-ykmsyGU*eI++G%ILv+lIG zs4{28KIQBwmT`GO>d<)%rOT5(*hTDo-IM(o+W*pW4gSAI@$crg1G|>&QLHjJ*A}xR zLntWZe48XFmjq2&3Yj)prux9kx9GZO{R~*5ow_Kq;@X6Vkij=wO1<7?r+d;y)|-JnaSEK zL_x8Y!@6}*(UoIG@kQ4^bj*RIrRQ9e{{8e^y|y6YB4~ln)<>P9XAgC~(q~zGW~1np zu1zJAG`BTH1zKiB?EmTgRw`{1q++oSpHR81zV1?%woKR-(1xwG6-lm}H!S*PcRKJ{ zLFTN^=$ea=v7{4QB)(gmicMcEdZjBZ%Qf=XbM>{`4kfyRw_tRsZ+6~%VVUHX%w@Nx zz&h!i*Jwrg5{3N)~cH-Mq$U`TLZ+CilLqd|4dKXT!Jg`rG@a@@)%! zbB&Kgw5i2iyAsN~)8f3&oOHJ5GdrdK_+Ez06|eX#lG(_9sBUGf_}|(m;HZvuUh(;i zR}!D)_nopu7HyU~iKWMg)# z^>KY)|Bcy>xXW!m$davwn;Vj9%=JGiuQGf1+J~aIH_uy1B`Tv~dqVJ^m zeYx%ydS(CmxB1VLyL&%BEqY%gm>2AQDDYVUQ{u~RP*Y6dN^aK`tHu+t;(x0@fu{>+ zzvi0uFHrgaRJ*$wza9&#Ex+_4zG1&(WnrDz4UJ-(_6zFTqFPpv5tXg;)~J-K zHb*8k*LD2lt9fZZ-7?l=qjcMAXWLL$z3=D6AM$_IbDQ}%vL))g)0wBBe))C1S6kmU z1h=pX3i+|6?gmZvDwi0okg3|M{2`na( zDP7A2Upcr&vBhkTc(?0;P7x^Z-)lL^u8^tRtMoF`_0r+47f*fWithC2Q)+s{FG7MKqxI2yHU}~^|C?S19uc@MkmdFCz-!)%!JgW@FXhaZ{NCOcvnNY1 zZfirhZi!yz!nmp6k<*vi;$Lr>Ny?jqD;=oXm%r=xSD*J*PU@3SExc~MNPTjcRa4T` z@+JSb_r;va5=;w~ZVP-?A+|6LG&TBB$LZ`UkM6I%ZnLg3YCE0H0twe&InkdyFS+yV z@y2a;7tFW+u=e9(Z^NmNBbHmVtZR>cBYIC}djI_0inBs~)frr439gYYn*V#7?W^l1 z8~0W}Dk(2qJ-1+W)yAg4X9Z#}S46`*Oon3RlXm-AF!uE3+FqXBw&6>^ROMDhuJxua z53jaq+`B!YJLYXm%+>zQlBs;p1t2B4wA0fp^`}~TK3e6m1%VdeD3o%_Up`%Vz4;Q* z6j7q{t@^AJN7t4eT3hxY%=%TBwN)p)`dIql?WUsZuBWd&vPsmS!#-J{cTy15RzTxm*&s*i3GtV)@<2x}4wyZrU>Is^98M zUe1p;w;gHc?fidbLU+X5mWZqSlY5Mg`%6}xwylPbA{|@av+JqcGX`+Fxh|j;W}WM$ z&FgtyYLc9p%HLpTy|}HyaiR9-(xzC>b6ydiiWs+ReV-6NiNo{$f&a_E30)~shpO1G@%XpAD`roYI!`Kl+}6c$Q^_hDr(i&|J#qv4*0dLf4*h+;Rb&3n*~L)x$HL6`=hM= zl#c&=^Xo|7)d}4}Z(D+{PA>-a2}4$vfvf^eBcA_z>Vkl2sHnffl@(Tg`10`GkNA>I^^%qUTBK6@j?aH} zsZZlPXl2U!*c7R?Q<+%{=OlgXj4hJBz_3d#)4erw`P65=%xvMzZ1K!(>bx)Xt+t3; zg{0KA&$kYvNs?psAKKe~%Lwk*tdDCcC7x^Q{-^J*=Z>a{v=*)-lPW2{Ox z=M9Kh%P4;LCimTy|EIalJbb-p-YY-o@Ws}rkL4xwlvo9$XQcfPV=-wsr}lQ`hc{a% z?a6d_o#pU4+u`>LM)A2fx#!;8et}_?arG)=XpM1Y+U}n7S;8(klj<(LjTXGXP!(R| z-SJH#rqzrGuQz;H!6+Vkll$ZK=5=pYu6y&+Cjf3K$N63VCb?(`US|?vF>A2% zUb+0xrt4lGmoZ+v+VCRVq2@}1y7}Snhr(YSX8@N!@h2~V*E7wkJ88lb!S_n5`jwU| z*LLYIebNu1oh3J$or3$s>w=~iPO&s=S|@)Bp<~+uwdz$MHA^t zg^5uU`izddP51&`GBvC2p$9d+IyzbX==Vc5 z-xB1iv*fBDv4bYRebaY6bzQdbbtcu`fP1hqB-A*k>x2 zRQ#v@=ndKUKKtwzC($c4r`Y?7SyGpFiK=-M)4nad}G) z`IY*?Y|+>u^4l?2^)_f#(XwmCSDvh!yw49ZOB*imN(b!a6z-df~vY38pS%S za~E0$FrNZ1@^W4;FaA@tQ7&8}9o#n&DXDw*V8Q}u$5V5j#|1}^fWM9Ar)0bxpQrGJ zG=Y0G!E>Z^fCDnhQS`-w0GJE4+tk+z^o86%X?;p&|G^-4_(}`=9Z^y0DOV1~PtFtog3{dNR z%OS{VJ6W#3mxzYPUdvulLT~Hq6{Wu*Es`(;>0gt>q5~nz z^S3@aXxvx#z*~C@(^SiCO_~9q(YY`KR;|mI4!6W@ea&=UX#sdxf%RY0fXzBWw z5N#j8+HPfo`r~J^FM-3d(s!m*ywBBj-ErBkpfNDx#vjksYgcspf;Oydebjj4Pow_Y z3rWGxZg8oYWm=sSi9UE_nUD4Btl&3NVzJO!8?H37`b$~buhK4qj;~!?kziI2^4U#L zzhtKG%vbu$Amj4e49uOGm}?A|LQ>Y5oPSHM23*Il(e+Q-qWo*_g)?uCf zz!N+f1zNo{d&PX~zp9<*nHU1NmzkaavQEq=_urDMQCF^lHD-Nu$o+Rmaz^a?*_0b>hk|E~WC= z1XUf-0@M7cgO}{>GuMhjGmiGH(~jcLg8sXhoRZbggc30)zKHMVZ z*&^~V<^Xg$_Eiwy-*5@1@Lh^e6D4ki{ZIO^_M^mZ0q<8{lV{KQy54X0vD?eu7g^dV zCC|UTV*0+Drt|E$(_71a>{;VG-92e#o6W^JYcI^nGfH-Ohd zHv6eAlli%R#$kbCsUVK|?z3Lr+$&{&PCVC7aqHo9yA5%Z>o5N}|LglgPiH&7c^@2l zV;`R_Z2M^=q~Cge@yAn7^8~I=P(QX=^w?(B$2Wr>p9BY9QtOJ3BAM5vM7=gSeW;xZ zYNzhz3VeLiswW*b+W6X0+$lJ|yVvM=vtO$kXc>v)a;M-WvB@=I9t&?iYG)Olr7Jp1 z2eb-Fd)v<+8T|9v-%fk{|3jAZ+EPoI`8l!odFQult3`17KlZJUnQKy8ACr4zo%RP0 z-?Ph?o&EUv%e{9yerPV-n|(s~_f4+fEB~)_pPAfx zGf7+K+vanyLJnl%&8ELOo%jFf2LIWy@Z032phYBZ6_f5ymy$U1rv@^O$CYIt-TrqC zd_bgb+o8H`3HH%h_R)_t;vw@y6Ek0YoGxVfX4wHNuSplY<>tJM)m`yFNA@4owl%Il z?#sTN|G&=m)dF+otFs|9Z8D{x1-b>jv0Jkvtbc&ZfwPYMA^E2!{?F=Lzd&9*yiU$# z+Sa1q*J?QDZ@ui5={&t%ZObn1s?VCWYO_rZ<>EW-vk$(A)A;wJ@3xumtGay~&8Ekn z40WA%<}=TsX|J9a^%x!J3yeN>$#dBa#Vqfq)B4vhiBL-Pt~OB4_dKvtdCL~pkm+p4 zePE#}{;=pq>%%L)vZ;OTb8QdLg-@4A+pj$xdz@vyIJkQtTe8aH>4|#T^ai6T{j&0X z`?dZ`pWA-SzP~8LYjXd8j)m7xr{+tYS8aP-oo!um_k!r%x3Q1yx4phmllA$6YUkulI9};y)i2o&pbpiHFQQr8}K1Us=EZI`n&v}sXn@5XpUA=wjyd`8_yZp?`r&E~! zUoAWC?!}?_Y@c?(zWf8fBZ_Xz$U825J-LqK#h7JuXAh1sZ(YzRaRt=#c&T)mN4uhCWvsew@gs0jj?kDWJ95t)^D;OC;M z&woGG{{5VDt>TZnOFW#_JFeg*x+NbS4ANM%qYC@Wyl?V96cD`=;d;&b2 zxSC_@(xN9{yIR^sInQee{adT#pEs%h(DGO7CoVp-(fP`9_*9aF`1+#jk^UagI$QBo z@Z!g6KVg1*S#+V5@#?0^DVBBHE=Vq%7;y&NJ(=m2EGlYgFvIr8GUfR5U*0VU{(tgP z{;WKcyYGWa3)a_PbV`18`cvSuAL3`{1-U@CXvp0^_|V*hvF4AtOpMiM@iHT~lAC0l=7p3Lkv^YO>!m(3!3)>mA6-63R$4x){w^ z@Mq+ja=DVB2eR*sXGLMA_Y*M7|X$i?&P z`ugo>K7I&}mt46Xlm(XRZBd;*p-+2{TYO|q_MX3MzE9nKe)5~yLPp;lZH;V~-#KPy zvas{GTtGyYoh)nzitl#uR`F!X){R%PXY?5zZ`o0d-Udu!(kxh6j8-PX=Fl^j*_`c6h%iYwpm1$T?NJf}hPj>;cbXNGI6OkXEX z{B^>kHbthU{r+c`k{dVfKCJ)5^2ILpS-RRn;jLxTseJA8K_kfEEGOdM6EBnz{nzZ^o>uXe61l-ZQudreeLtRj=CI8%6eUY{r;@1Sr0!u%v^lZmt&!J)zKNg`wy%;y>8>W zlG^#d<`n<@!%-OB(e3VYNcq*oexu_~7b2(YfEOc7%9B{6&bAj*;_teWa{x*^Lszo6xLpkcslvfBhJYmS~zVI7tJ#eoc(*dwX&g`yNnm1~@nXs`7f}WHXi{FmQTCm$7l_}7WR~LRX5RlV ze3`vW+V}hJ5ZOE3_q`9j&pZuU)~xrn`VD-|cPn4qzSGhh3MCc59g}}WD<34kH1{>1 z^{#xS)edpf=`FLo7d#URjM$&~Ym(-?sViqCzf`(>W5FKL0}bBYn?OsGzqfmzl|lB_ zc9ku&_q~!y<@?MayfIvV=A(^EZ}l$i_EENZ`P-X!&BeL3;P%1ycJIB?Fnv!Co)up? ztu^Fw`HxD_iW7qwquO7s`2^ah3ojpD9Sw+E1 zon1a}#lh45ytY<+Kev4mUurH3T0vXC<4WB|cqrcP-hb+o;Drb4jpp8+wsLJ-N9>oe;;1T)QxOWh*+6c^W0Nc{8F=)M}P~AMQ)-Wf7&s5#4;bBc59{2 zbkmfV^0VqLmn?o+H+@xd^~T^xyNQx-LY9?vEd>W(S=Z8TpXBbzGgu5>oSy}C+V(4c z$WEJk>X2XRhTxgER{FdZ@dj^gxUynX;Yyt^Q|-P%7QFu6y|kzc?y?(kPeR0syyBNbeCo?BhTmZO zx@3Cu9h0sH+Fy7M4(_}1dQ*dS{w{mzcKNSfDEoJ%<(no1|GG966x=K4oC@*V2$@xU zq|5jz_hD8vcy{~m!yxmcu(G-`=k!ru(TB^7cC2)|8?rF33sPogg-G_VW!Utu^w;12 zme#jbPe;mn-w$m4*|vXOu669hZSVi*v3>FhU91{m{rPR5i7i z{@gDI|NjY1f3K?=?6Y@8Rq)rDD-E{E&g^RPd04u3^_8zTE}ia-yxqGEq{}qouc61k z%+;q)ZAkz9IehNk9aDS^zb<;^do_L8p$BCtT3kk=qBFZdg05G6S5*~g&J@bhv051P z@8ydAgpCkAJ4Jkv^kitA;!$p0rsNvzQ|lRe{uD@Z!m8q3OiK+k0{8C_@pbJ2OCp>$ ztBc7uk?)jNsqHoq-;LX(b9V=Sosi{W_1EcNX1{2P->;ndf2%f&Pv3+Hggbq{t_PQ0 zI2^w6^}(e%T0v%zfXiO7COx(5j^D2b7&>l)br={IfP!t7xoGA+k>K)GazV1S`T}fO zvr8_4gL?0FkaMB_zfqQ<#nmP(I;%^>*Oh5P+?Ka)x8H@>E|I#EAg%Im%dUb4OU{3L zzTT?3P;+(?G*YKF&$cp~$};;<&D+pdSp~wW!E0c;n)s$ZonPjeTXb{t-=C}f?!_#t z3qk~SftF|2;s+s06JBf&xw_`emELcAK%vm{D|^D9%YpJH>0qlWi-ngWVs(e?T(2fS zRoCT0OM^QNmWYR%uX-0^`(WjtMfYO@=lRT6O0$1`KECwZqadrJSGrf3ht8kLm3;f+ zN|hHP`xrqfA;{|Jt-LL7{jNH%I{5mE)X(K}{X)~g7F8E&&V~7@_2AnVAwnfw)0c(5 zsw&95Cz8GU;x_A0{*`R2{n=02=YDj4?>YZ1$f9RR7BxdGnsz*H>ALALUdtnH_pSnI zidw(=CU^4^@1u~!y?4hHKX~f7QC6aLa?-ypKUFV~pWs2aW?xF+zszpC>PwImhpgv8 zS&0^BPqVyV7$_~2Xa!n9(!$*9C0=$nnzl2}`*ISLAM*8%B8S{OFDCzoR~uJf`MSpE zqe!s%t-l=VbG=MTyH9HpQ6XGx)gSEZuiotT{wNZxzv^B{ZQ3fC+jkzW)cGKCZ_#G2*xuY_6d~kJfop1o76M9Y}@4!M7hm#45O6{?;nB-SH(t9v0?p2dBsUTz-{v@?^W) z^Y_1ca`vnUvJ)$`xNTam&IgCZ$>5ofG?#%=?5j0y5{DK%aC^Cg{~sj5&VxtpMublLuxzyH;ny-N$aR*Hw_ud*{1J+`emIP!p|jnh`I*xY8L)?lBz8RtP^cWi}n z>d)nCuU2?PM40Xp@lWkqKBFq|>#|qI!HFf-HdB?0KZd^gb#|$ErcvqSRdTUi%Ufo- z<*)m3`Do(L_TZ=&7njy_t(+eMD@=CD&Og=UpL%q;(bHg`+CZ?DQ_EXs_57Qr{l6r3 z>eY1S#D(tDnO6BQib7*Zt0#|r#U_T3NXAt@pO?@0HEC5`spf*DSBjy}zuvU_nV=`O z_g$LRt|&eiP0>r&U61uz0ZZAp7^B754Ef?>g95?X?p2TrEZb?Z zZ!hUs#o;nlbdi=wpy5~5P}3dYV*6_4pL-t}`LAVNd-Q^f+jLi}krq<1@S?0|6^C1> z$YQN2U`@8WK=g!F(jglJ*)(;v?ENHO99-J7D!>h95m)nV!&OQWp@9&==^$P&mF3-?@y`>>e zzV}w$UH9kmx(7Fpf1q31@!HI4uz0A(N_gVD_|_v-a0!=r z>*_0^s`s2cMT5;(zPh+{iPs8Eo_nz$Z*)6uw|&VEuDN!D?1GluFUppz;s|ODNSL~7 z-b~GvS|*brIW=l(@n1&!Y{#lPC;qGg%@tZAAxPPK!77e`P!W)zXwzgwY43J=-H*$j ztXG$Bxv<#VQ8d_oB_e?agtDwSWW6VBy<>XrzrdMRnl)Om%mcHnsMd3;*ZNWS8T4k#N_^cy;WW5 z%3q#Wq2>1C>|Gb%Hu@esGBxzok5@roRYPk^SMCb_I$_o2X?tOY(I#*s81-M@IUj=Jk z#9r@Rcf$J6?Z~i|uRCWpYOTuK@*GrJB?mDY|H)jO=V7z7RW6oo)sj{2(;KzGWt>*e zy7z9^yDz#1sFwbHXB40sYHMg5;Cj`0)j91cjQr2sPU|s;)?dB3`?P~7BGJ8Y3!jpE z=<%7=SH8Xg>)FK<68Lq(Dr2p7$-1yG%QKf8`1Kx#1YK=DZ6OLNMcB;Cnx&6EP+C4| z*Sr~$%NON>>$@dcUk!6AHn@rhH0WJY2F>RyBl&Dm?UeUp+~2X{%JMGkT&+Wm#dw z6(Y&C3RGHEmCghwgV36{&QdAOoVV1!EMS}7qy^Fi&EY(G?5lbhLfsm*oGZ@duY46g zy-Dj@892$ACQqxka^qcf1Coh$A!UdcWeZMm1hj4_0~HHgt9TlHr9(k2rqW+a_L`ii zGuSaDSn||Lo~I%3R^|@bnF4T6=}D_f+5ug&}0V81t_bm@F>zMHym0lYSG+s+*7)}Xc6VXC6W ztL-6QH=Pz*1+7!%_w3%3S0#Doj0hxr5c%hJqn5IRXxx!4Ua|dptf6hHA%UgKUnz#B ze_bA{>?t-)&|+z$Tnsi3NgiFvDumB&?GtEX;uGtM_(TnaGe9X-NTzR!L{9rQ$Zm| zVXfxHw-;(@2Z+{rL@r$y9#{6QACgnqzwCJt{cnkD_v$Yn(yaDO2}P>y+O{W$hHcQA z^Ehnf>*>=sX{>nJ*P>Typ?^OG#i&;I ztrGgj{zvcq#X^5j$bCW$xjm;Y9(ug`%GcZ8m7>AmHZyb8wy^o{Ma0a~@4TOT$%$WI zHLOoa8|EX4dwmg>j%(&9fd%)i*yR}tQnBgz1Cv}av7IZF7cAd$;js5aw_)}|A&KqVw z($Sf7{>Q}6EZnAhM4~LY*1}VFg>}YLmMukGU_o%W+3pdEIyrB#tj@ki`)0+Sro~rI1!g_f*a~a-Og;SC zI_oLx)`T3Raz=@Avou0<}6WgfBJ0qx%#R7dnNu_ zUI@;5s=4*klqh(bdr@}f6nEBB(XF3UWM6I%`Fh%WrD*o<;I9qy-YN*YN2JU){ARVZ zRW8nJ?F>ZCdiZvrw*CsyxObbqV$YwQ5>@Fm&+Jy&@?8Fvw*;;%b-8pXy5I3A*nuGH zU;)_r@a>AJ;#W>-XFcVN{^fghddSxgmt3@$$p!V+37B&;zc%y+*Zi8BQCh;s*X&6M zi`btHs`5^)u{par37lsyW~pe(>#X$W1DE#`r!GH%R2Mmi#VwFsKVho+ix=BNzP`Am z+_>hgA1M3jz3%_HseHEBpUmYZ7ax1iL{8*2)@e^!Hy>gsnYyd4I&;y~<(*;R{(xzu zP1_$v{%MO=E!5Zj@**hZspck_pQbLBwn`CY+4PAklC^6MB-5Ji^08g;JfS2(wSIc< zjM?>G+@^aPm9&xi5Fg4;XmO;pP8VDsbp5dR#LxvNy0+fUyzRW|+|z>}xK=#9+8d?* zWntTNrPU4-VO5eAPk#HFCWo*Hzm%!Fet()C%nGBnX7kQM`u&{tG*IY z`GCzTQTMQwt1oB;q(EEv4fFm!XmOe_Gc3!yz>C{<&y+~kQ)`eiRGKKu=0h!Qp|83k zSs_+cRcLOWWP5x;_ODa-Q^jgk>;uw7HIQS9C;#}Gri8GF8x^4N14SaZrQvYikM)oI zr9)ziC*NRB4Qn)7?JyI`PhdTchG4!~$NsbNT+ z@QZI}gbJMDvR}0}==x&snV}2LK>88K*5rFl;19d9bpkj+KqTOO!{jhWgVhUWgf7So zgZDw#q?|95T(jrVzQZOvv=swVL^U=cB|KRV?g1r-312qW{D@`CJ~{uA6L0>KGpHrR=B}p5 zM8+qfuc|6IBdab##@ia^#a>hwX=&Xm>8}7T##6&48X*<0eUYvQ*DOj3o48@|{h+J) z`l(@Sp3hyy{^iY{e{m{0MIqar=Ya};l+b(lc1Ebk87-|eQBVYRubLeqT9^jPw?|)G z@QS$d@%ndWw^M7Bu-H_F&8Efw7AWX!ik_4dHqmIc2TE?LuucN>9M$T+=GnqaTw~|2wUgJ#`N9xffLy>n;EQo(TvyP)(JPkU z;OtgVLm+llRYUbv{pQb&hYszWvQgj_=iC(^mp;)7DuT6Bw2qsXKGEVl)a-5=wsQ50 znV_cR$JE^NRdN?LN1Du-BG%2%=|6MsB{$xJMQ@N(#R1vfUQMwN)sm*}s%jKY4TmQ{ z=`UP5xCD7Mv6FsnQvi9a2GwKns*URnmex<*C6_R(2vo9EHE8aeWZS;r{1310vIy7y^@|^S z{|sI92VTe?+x|G*^Mm%9;0<1}{rXSCI}KJq1{0S#?%Hhfp<6SHS;yzghoCxSi|+Ns zs~%iG=}~y+r`0YRm%F#!U9s!(JpPs2jOSI=Y*g5NZl$+Kf-2VrA=U^V*!a;t*#llo zUsPB(2r+u@U%Dzjo@+w{Xq@WBO;%owr|*l*bXL_wE@IFQY(Tc@K3{?=G1#CJPd@vGNemI5jB8vN!<1&cbiEB8 zhh?rZYu;j&I5D=c`TF!vt6hGgroFnUEc>0*dXf>y4gGsTsKv7KT=`<>Cw`L2!a#& zkDxl$>Ti*cd4KNC@u|3f8k~Yq(!zbd_|(SrA11vDeN|PXx$l(8Z)n|A`hIctX76s9 z$$C>JYwkNG5}(?&9$sVASl3Kt-FJ!$Eck2ED!F)&q=zZrI^ij7-f<c&UIXFfu%ZW+pdXmQuHdg`pc^7Xg( zM|kU%&r_aDRP36Lr+CVVDexQYU2M#%;PTf`4`10gIA4V}qW2#r0CE}1$T6c7F@T?afmojJv zHz1P3_7aBG91T-N4`_)bh;nV1vFqYIaPbhH{>bh@`OE~<2E8fqqNmm)wZIcRJzlZC7h0di!`q^3uM3tm{#nh+Z#w^y3n*i@enQk4_xs{S4^|qSOq{w)F8>AA&@o8eI@!li}}oH)Z4vaAkhf`uN}0-hW$#;)FsZZC}yB|}x%&2e2Yxg@R1>N7Yid7wv{J~Ud@QA0j@F#<%+fla< zFZaZTl(KJ->@hzaufTt7HlqPl)AskrZ=e3?#=|D|Lzc_>!sD|Z67OrCe`=gty`E3F z+4Ey}smErJ6MNbVe@;FvK0RO0K3J07<_oi)@PZG_f4Ib&8PnB;ckU^yeEzACU*5!) zQ8<0iE=LL9FBQgiY@ZVL9M%63de|+z=VR4_rE^Oy-S@ose(ml}q3*-;|7uvviv|B$ z5?#`HW4Fr`y+#dQ9X373C*sr1_1?$WeR!CC!i?jI>$M2J8I$XqP99KID(7sw@@4GC zd*~py!{yg9?l8RxX6$D;H1d_DJ++1gy| z=wD`^HN{+4nok~3m3Ylu`9SEA_#dx*cjY7(eciY&G2+{cpl@m+{`roR)(h`As(mvr zbw7)I&*`#_-J5r<`LI~}$1jhSSIiXKGj?f9AI$dY=k0xx6%kd($}O8`@U!)=_WH!N z<$Cfrb_PEevcIroh3!>NwOiR|oc10o$kM1ksGptVrFkUeRgKWc6!>bKG@{+P(ros$1>dg=Ow=S#iglw+4{oxW*%Zq>@u zzM9>u4_nVjTTYRi@@KUn-%*zNjn^}b3tOXo$@!~2;$IaLi=Dh@|ki(R?j z8p$jG`@~3Q!Krhvxfeg|G}vfrbm4=`44#@}#q%Hj3HjF)zs$<3_ek>3Sp^$%{w#en zeOuCvki$1q=4{~Mwt7mUWwSB*BsN^y5%y%Jl(IM+M36IA%%CSUqHhqk*1*a<( znjjJZ z)~sSETFG`bK5I{akKe+ne=f%Gzq!5q%@r-{of5ag)!&*V%s=xesC4epV`Xv4uZ(TE zwh6H&PuaSt^_%28j%-V=w6*2;elgsPT)awRk>|;X7Y|*8-()I9 zk9uU^Znb3JHitR-Tq7tL#Teg5O`7bl+3S?x@g`T?@*wCISsa{k;NM@H$^UQLK(rrvCaS~sndkTcpL-S0t*7(9 z*|Sf(xza7+!LBo}OE^v&Zg>hZIfs$?vcT7%Zj%4b?sB;Mq5Xw(kSVWTYW}Mufy?{m zG_8NFweRBgP5-&3E?#e!F!y}K-tU3mN)P02P`pw7qii1!pBA@pbUFJk;iZpdZWQvpv0yJd(3s6Iv9|Wgm1!C=8v3d6@hu6j znWi=ytMMi!Y$(?}7V|x&ba|?ilh{{{-(laXS6VmcOb_`V5MC=hciHm;enkn(EjK)t znQ>BoLaEJRaCmx(F8Om{xp!H?w!083<}ja@|4^4()RB3Ajc>yLvfM+@f4;kQB{@Oe z(BNHI_y&nH#xl&{{2gPr;j@8Ohl0;5dlj)s_6JiQ7|SqQ_ch8UT#r2S^L)BO>x^S( zw!fQy>`ecr`Nz(@Ft%kY6JmaRWiKf6^)=4i(`fTSvad1qxn|!Z$u%O>)^ z%G4dgl_K*g>8nFCSKcFp$1pSK=5a*d-<;9`N$8w<{|IV{#5 z2ex2bQ$4%-B-Ybn-wt*qYrxF3)5O z{IGkb+P{)zo&R%}y^P#2Sw|xMho}x)+~G)r?7bhaS?AX_n_I=a% zE!D5HaEBCI`0_86^U9xAiM&zaI;PSqs=MX<2I$ebMczE^qctnSn-dzramvdN81 zsW%q9X`i@%UynPSX)u|8!fUQ|i5oU-2-D?IpTRSy?Qp{J#0||$?tT;9IW@myS*`n_ zl3U)U1*KEvZiybf+RfZVB5fAIJE+Zp!V z=Kp^3q{!~?oFRAh(eC@(YtJ|DeR6OI+q#T}d)q!IoWI;O6V%wVoO*Dg=+BZ;f4hh| z7JT1i*sJ@RZ67@ddOlsM=*k5(9- zN00d#NdDkCesJF71pdg~`OH!a4!&oS%KT@y;2@L8ecp^Ji8l{t74bIPwjcDV17%mf z=9x7Oa~>-kzU(bFr{JUQ!ITF^b6Bg-HQ8>s9(3#ZrAN^h8-LaFs!4f#E;ZY7S>@Q$ z0HbL~_kWd-a5}xWd*_o^>~Xr%{aJzAlW$(VuDgZd#FL%ZzgXPxmg(7gFKmNE%Rw3T z&9JuOHowQs6Wli3vsvZ(*b*8VpxR_ot=Q#BX2ltmcWz~ew068=T^r@IGTK=uu{8Vl zo8UDcbAEX7$=9s;GD9Nf`JQQhlcufz>=!)$W#WeE1`?Nx?EPa&h0FK*(yIjCsB#>8`-)5KSIQi)W(T<)JnRQI zeSY*I`5n7mZBXTT^%*=hZIctudv0joa#!_gZh_899aZ-=_v$o%OU+vnlssANca7?m z%=L{${3Z-lU*u=7J3KI3n10Z4Q^NYl0tJ)r=F{U9Ue9a;`}Xyb_2TM3OV06URj~Cn zF}ojZT>O9`g?d{OyvbrWX{hSe$$s_T<=2)kjm; z_HQyjxRrI)Ilq->R>r;XESR8Tks&0*@#-({re#%Yz8;HyA7i(n*m_abp(T70`>NDu z@Wiw&esCbLfMJt#_71^mQfp>U+h$ZC>2lokQpUSSS-V5nLN75bdN3o%@ zf#0@?PFW!w$$Rqku4l^(3tj{kOwf?fUb;SG;oP?8tnBl|A z!%L~gt9pkm3m$;Pb?OiNu3&p}|G4pm2e~%Q^$&i3^yzPEb~*SXHQSZ@t!c}(eLKLz z1B{!_H)}*hT+wivf16K+g`Ka7nf)N+fp@nH*gW3;E?^7zaJzu*#Fy`fX3k?~KiRl( z-V-jds{0}pK?M&y53T`svd^!IxXx}@`*-_A7ySYO84C`OIS+Q_AC@fLeS3ES+oq2D zZN>rXAMJkV)8E*9Bl+exbb9pgMOB6T4sIQ+|i}7w_{i zsR??|zj#yN!h^l%U7i_Vet&D>@dJ)Y2|iAd7oC3d96!*QoS^nT#?HYnvEYY;U2N|+ zHbn!FD98qn7tD`O?>&%Lwo|;!eD@vhH}_)SiB_GGR(X2Vr$JPAi+jPT(@%JxG`bg@ z(zfnj-0ykl$?A7)Wt@GL%*XdMCf{@TTv+NSdSm}uBj#`UtL+p1-#^pGY5R;<=rdby zB{SpJ{X73KRT^{`oH_l3`N^7fs=p2__s%TXp7UUedBG`Zi>JH}mG`gOGgp6J_fPWH z{?+wt-|nxi7pp!Zt@_B7Wmi)xUzn2n9#})}&T+;K!fJ0<^nIIoLNfnJk9pBC>G~P( zr0b`>1JnPLcjdoP%%3tr{Inx@TwwWcaA((8=F_Qj$&xWqdOmk16>3*4>ij0jSE<~- z=acvz|GO-|w|fiU*dIGe0*&JKd?*K%^m9JCovQ$s(mP}4Esu4xiT&uo z1+Gof_e?at$I-KW$}2W_WpwOCJNS15C|yTOr| zT<5>`>>pU=HLj`N)z>uplw{@BXLmXHo`$CWy|Qr>yQ^493l%U73d z3n0-j(fMA-${nTiIM;0{-z{o(S&unjhf97eci@^_ccm?-6-4rmUl+Tt=kS5s>5032 zzq#7-kXP~` zR8HR`SX>^BLN*aAtu#?B{}o$fvHbk~wlW&t(2LHZvV7s}h6a-!ZcK&0$jaYZP97fKy|` zN6nvY0ZF?nJ@aQ@*mq9y-1J|!o$lK68yMWUF1b>)B-dbhYS>Hu$qDi5OQiI6?&@DZ zd(AE`zsEDLBtK9wEVv|LAt>^D_G$e$@z%V@5BS(!IlMY5UOwTHp6zu;-$xP_g*Qnp+MmDl3a%_p$?9k$%?#^(6Jm#T?D&F3B6LLVtu z6bj6-;Fz}mf$xDr&EJ^^KAukx`KH%BL+-D`<_^xe%h(TkHYNN?k3X1XaJfJL-jK}h zFo>AP@-+5M!z)$3CSmr2oy`e9x%WLZdDrguxbBt7yZx5F{!Nor4*rM$_dHMTgV$@% z*+cwiM1*hn^#a_!)37KM(W!UrwS2|&GAUw@bja0RQ)+94gYF7kpK$m_FTFwRzjYoQYjs>-AFiPl?#8uxn}T?iAa+w!EtcT+(xR zeZ6uLx$e#Xt?@e{>Dx+G*C!H(?xa@<%~9cW6WRjmZ}~L|tApyFXnBR``RtM5hmPo1 z2I#01ip;U#@{?gz_gFtQ@a=*01zs&ZS*F(y|4R=9jVF}o9Qsr#aA)!Z6;FdYF7Oak z<5qp>K-sH@rym^NX0XzF`N7WZM*<5TfkI@?gg5(&XMS;>e(?6=dpmg+y?npZ2OORe z6LLXgLvvWv4;6uj#vSrlH*YvTD#T^uK>r8ibbIiq*{-h>iPe`^3!blKhI4t zDv$zu`4fA{a?O430$=y(e({`JM0PeYwQ) zP3^}8nH^iaJk@-Q*A?+MZBAJ!A+RQ6VQkxT=JY0L(41R**!$2T)lj~ew&Dk8EDN5= zSOl+Gy?Cb2#&z>jH~cTZ=#v&xC3W`6Jf?Kd#*IfVbBRg4;JlgD|4?K`DY(DXEx)tJ zVUL;OXX}eDyLpx$m>K-wj3y|4JDPj^zLdZHBYfu13-+cTSy4Z9zDrnm^Yonl%Oz&j zs8-A~hx5c;@X)hmf7a;}?fKUQGnYRUu_)%6W664M!oA<6hqSJTX0DXm!&Af7%^I$* zy|Lw4dZk0-!Fw~_Wan&B`Mv*^(5>_Z|5G!kyG$4AU7LU9i%!`)#e!)961MfABw!;u z6!b@>r+!Vnx_5o%02)0>%QNXt9x7lkhsSkTUuYGfWz266i`*Cxt z_~xjxpPR*;ey-8jajU*wehjEV|3>NFgO82;_w5dY2BR#BdFEKMO|yS6ee*)rd6xQ_ zE4fb|NI$TTFMV#>t22S^X44P)FiY+;jrz9M=R=V58yk-{hU)0_=Vc|UT%Vr&z4P=J z84K?zUE*x(LD8PhVhoy3Fq*@B`dsuvmbb=D%;}}QM>y4(=RcIODCX0tcbv;Uhd(Vc zNGnxR<|BLYWbfTJoBRw*o8PgAS2g~fdnTkcR&>ThP>25O9Hy!VA zw(i~XeWC1|xURF;wi!jvK!S3+s z|C`Q%r*zDlmuM#jEx+&hbn_XI z+H&emVtL%Oe^KivDYgAO_B5{9+jf$@Ob%S46#jC4)~R+Xo6G%R>*5DYFQ$TAHs4LA zelFXa=>g9-y_$JccU|a|E3RS-9X)Q&VEY<$civG;ZarIWy-BR%XPdaw4}vSf$_FN( zQP;(?bL<4v)`{-A;&(W);Gw~e0*M%geQM&l9Xt7QKKx?&xm3zT>do{YU*%Ij{AD;J z&C*w@%Wd{N=>yC8#c$?D=M+DXVtsnU+VGc;e{=VegB3k#p!VP&EsJZg2?O)y32rlP zOgp@yw(atRLzx8+O?Ei+O6;tXkMu$*ceBkVw;d z>2*g}%&w8Yx*+ycQm)CubM=WYyY??S|3znqhgi?$-(6z2(mB@EegyT0L1Q4VXIp=e zWNdDhp0i9xhE1HWnY;ZUYr@;xM>)ZSHrxK#ISZ0Ll#4H)$0qLC{PBK?EB9NIIc(tM zWip5D^toV}IT4zZ*xC=Sd<$`9fmBSxzFWIC^4e{aE>8+eE!Mlb;Ml2!?{YSsP0h^R za-D(i+`fPLZ*N~Ky}+NB;q*J~&XFm*47s;WIJ&a^pzEOo6?g5ZjQQXog%rW1j@NV| z>|zTdQl3LP)G-#^dJS=}Z~UH+WPKz;T-HZsPYCnoD{610HoRgxmvHOG+BeaS((+B3 znJcT;9Sm3Busv~Q^ygy|y|HWNKf5qRj#a#~X`{(kP*_-SrG0|TNaU5==KHg!=YFN% z8<*cakW?bM!{)(`kY=frCr5XO?O%BJs$EA$1MBvvZ}FymMR%Q|Yp?82;QDBh;57YZ zU_s-WsNN=S_k&K?Bn4X!-03|H8Vcw>-2VT-^6cr}+0!4Y>?jb5vEbBe$hyDYXM)h5 zveZLU9+zti->5H6edSreIAfJ(!9$f9C-wF675HP?CMVpiJF@28emv8qsxoCG7nT==9-!osDIe!C*Iz$+`D;?cIKj*XX|Y~N@{A) zZyQZNFb$s(<0R#b=&h6y4SHGS+QENV92F*p>@=&W0PNu9OApjPU3ofyi^u*!twl5My;kFl|9W!*zuo6bKa*5FedDE65mq+tw?{UJWCG*$^GC7xNiQC=hlAi^b7xDEf&AoFMe*u z(XV!omz>w&;t{)*p5bNy(ryRRK5zQO^Bi1rgq|Inn_%=o(yMW)%?HUf4^AJJO#QDm z$MN^}hdgFK$}ApNFaLNc6KuQ56ejP=4Q7E{K2MpSEYaiobzpfntH1bskajMx_8m*# z=2|do9?U;1nXv2qA;~iw|MDz^tEO{aN)=%Nx&Motg%+g3$YFQ?v(%NZ>avP1o1C-c zhAHfF%^u(H>NJ0?yMNYb#=YNV(>VXZ~9sFMlys2=kf(_OE&e|5~(3GUI0X!*9SP5P}uX=IU< z=v23A`CyN<$f#!pML+)8H$RW8;a6({PMVLY1IEB%>@`2G5#^9d} zJD1MPoIY`i#j9@Cr6&)hYA{XvbRhK2Uy z>id9#ak;^P%1YN_-*ZkxQ~gQhI*%s%4g1FkoIiY$oGm%%xaq99EQ!; zAW?PP;)c<~^Ouh{f*fbTXf}sI`o!hAt+W5fuyq*rPtU*FaQrlA_T%&mV_POOAx7!m z2443AZE8%H;ibC1yhX1M3*Rn_4JMKnAW7wf=8kRaeC&2#@UwXMIPTUSKhLAvo4PLQ zt(tab?VHzK>B)VX*Ur7JYCDF{`#l}XFox2|6P-ACm z3$^A^6mxv=^(Cs?uR5pqE#8|QE&2TQv77A6-&O2m|F-U3(<0~%-`=Nt1uk<+^!wLW9BQvfS3dOWv1zK>!j0M=0r#e@N3`|xVv2&G>|m2 z;l;k#nGF*4<*BbYH%w%?k-?P1(fYSnHe>$6%mZ7%bEa}_7keIDKlz~XD0m)UaKl56 zh<{B|i>}3%MJFe%zS-sda_O7oXrI49%57mB(V~Km#Zn3Ow`#-^79an@aKnS4XZg>t zEf?etGa5`bpTI76m~q3KnEASY7=)i+Y2BwjE2AGA;h?^%Y|-lLnNGVI_C9#|%=`9s zZ|+r>ca-@g9gJy?zIok4ZO78s;t9#xYKv>xP6z9l?$BCyh1Fn|%~#3W!U@`(2G35c z%UD=*OvvN+BWOje_rj{`$LB{3&m;XBbkz?`6HeehvUP4IZ}-V_?cc6C?BuzzT~bYS z^7LmGlG@Jqcm2PT_b%^U(tf9?r$#sa2Sq8$giqfnar#U0wzrHMrnZRuzZeeo$A+g2 zkkR?Ym)W;GeEF%VdWx_Q8^~i%86y5Qe4os7Yya$&1OMKtBnukU7f*WmbN$pm;**bp zs-VNc4Z4auAh~mSpo;SRb?**;b!0yMasAUD*NgsSH$I;hR(WP>nBZA98?KVf-%?2y zuYF3lL_D8yP^DS&u;%ht(GRoLTM}UEFr|E6y9J?NW&&g(~yZ#cM}X4Y%wH{qOq zF}3PXw(7s5N9Ks?ZaH1>2Rwv!y5Nttb-&iOzYM~&KR=k<2yvt3zpV|?cPHHno#}nL z-s4vo&lYpDmK`@lUY%IdwDe(qYQFcUO3!@~^P}RXl}YaL(3_Q#>&>Wl(oer_b^pcR zJxBKcI9mg1I>`Kw>Z=EjSyt{yp5!myby;3b_xS#4kK<2&T+eG?B6)^EOmDG$TJzuP z>74)1rdIvRR{iT5wFNY`t=nQX zYZnL0t?<=STc1lLtw?;8ak_=I-Ft4%-$~JHo~+f9S@dT5tJtOQP9*K#Sn|%u_TN^a z|53g5x{N#a@BH%!vYh4L)Vb{4ma6gzk6tOQ_xsY^Sq2G7u@7squb*rSb6T~e>1d~Z z>igKcEZbdHhdtQLx2|kv%VnR)pe^gz95N-&ID~ewalDSpSs5I3_wVnY%T_+$ANDE! z%NbD}lmA=i{5JwENC8bwJa_xt^JIVF1e0V-ka*O&`nUW)*Z-CLzt#Tn{)~UV|FWz9 zWvl)_+Has8mC^t3&vZ~%wg2It@G?2J*4U+;x~q(Sa;h=+Km2pO=wCMX>@>FDZ=9A% z{+-CVd-~>{ebe4u~k?qHDAxv<0$u4{nYsF-j+HmS-&8>|6TFM`cIWr znTMXQ+&A0Tz;cJsvv##u{)V|M2Yv)-N4&V~)5i=Rs)}i2PPkbqmD+oH`Ss}ma}taS zB>fs>)epQ=m)tvj)ANnz*S^Vo^ZCW`pK@o4ZU2`}`kyolw5~1L;(sY9Epo`w+hlj?@g4L2Tb-;I)CW%!e2#|<#eI&yS;?`u)$>AZ z@`u;=I@NBaTQHQ#Fj#wR-)i_=CR^rmkmbe?kC(n#9q)SI&uN<3S%ta#OaI^8vRmtQ zeMr8x1+&emx{sz&S*Z&9?3OQici6OZ)6Z0Q-z%$-{;d#B2!+V@VqkX*&^Mup*+^?PU`smxIh zUg-E_SLB8G%}+14Hl+UZH;}a80SCxW=6!~zm&l(pdfC3&=U4w`A8+mxy5x_ z!R}XMnxUDMZ-2vFmje}1NuZvl45Kwup*d*PtHV0|>j%*j2c z+Yd9%BWEpebI$6Ve>6P4qtdfkKtf=H@3OmBWA`qTZM`DLe0TOy-M4nrzolL}qRIHp zmhsyp25a92TYrYMPuwYQ4Z-sUG1C|srum2ezqs{y1z&?L`+<4P3H=95Z$~_Dh%k4E z6y3FN%ij2+yUgk0lk>$JHTxNVvmIPrd@~@Z=T+8z_nW_W)oU-!-Rh*5S>-dEGOF|`f#yA2xu{%+-z ze=(bT@_Wt=(^({pS;9aw%iazKkmaXOcEwBh7=K!2-JbsqJeI?7qnP1M=qcUK0R7bc zD)--gUX@r7mBiV+N%6u1?YPs|^l}#khCICZZL@%M?XvU(aYhL-4B;Ct{LVQqX)xLR z-cQi_-15AFte_b;%owwmKNPr8%<;yOUUHwz;p*MJ_u3Mc{@vN6&I&(5e7ui?`jUAq|J?q3I8d9zBdb(0inFZpL&- zSTkPQR=)r4`x{yB)lzh)Z|gT)7B<&#%kHj^SMIER^V;ZH@XG(^uk%)|&RQJH*5$J# z?D(E_J{PZq8lT;M3mn*w*FFJfJ^}FX=X~(+XWPRbAEr3AnUCi=C!AN@@Lb>qbMexT z$CkcX{_&Xoa>r^RJ=;??QhEzdf8n^{&C>HcG#?SW;{LFvw$6Vom?Q^4d?Rw4M-p3sKYd-zu z&-@90#PvUb7uP)BkC-Gfxc8f3vXx-+kxFpM_n&vp|5NcFPV1|RPM@}Gd#R`Bid|D` z??y}yJ71akyhHcg#P28ewO#vq_QS@uEjzU9*}kotwbi6;+F#e2W$XtWnI0@)+_2%o z@?a+R1C0vMfvU?Z*f!Mc3M!DUgOp3WbN;hESXT#6DgMu-ji5H)JSG{A zgU~+X564?OYIg1VD8X_-=096sJ@fJXpV;?sX6UEJr%z9MeJb#I->$1s6Smx2)yREs zYwYI2(sKnIyX8~udrw?Uulgsg^8aYPbN$I8b5j&6{_*pc+P*e zbM?&6_kUuqNls<5`CXP8^esP3ZOi{>r>;D{ukca-P!p(`Ea3F}(OUC+RiMoryDuKq zJapvR^a6pi1%IS1{_)CyyuG>O^ZfG)=TZeful>DT@U!uT`7WTPhW~jd{a^GP9J5GO z`c8gj3*{GicgxCcU@P!CKp5-i zdj(RdC8w6J&R^5lpsapiqVR(goCPe4qT^5fvR`>5K%M`{#p#>=@0zt>o$1?a7R&RV z>@EF&@c4`)*3XZaiPWCS%Fmcc39%@wxr(xL~6%bmBKtr2x1hVgCP3i0$a&rhCjg>Cv-dKJ`Hkh|@!fRxA?|k;lnR5{ynRtq_Jqfx2pqD3JI`p` z`}5pzhM~{nr_rVlK7LyKX8A{>Ul21YHWjdTA2c~EXpp@Zv=fQ3=!C?bx(Ao9%C0!K zrAvmXP}%K?j>;00UC4^9L_%hdi;XHP8m7To_HJRIu>$`>E2 z4}6_}x*)+OVy1?H+!~+zEXN)gtyDk2spoZ>#X^t^vc_O1Pxjv8pBMQ1|1XnIxO6G` z>-1$u1PdND+!l=5IC$`=;9R&XB+RS0}-3`b*A&Nh}fze}UU`jA@WA zCgZfZ)&1u4Ya2YBV|SH!JYumZWSV2a=*JK+>((H+N5Zy>6$Txn1gW zgVvwd{zivye{yolizw9xjprE*zP$}vZ}ny^8^glNmFfpPg%Z}B-P&|CVb;UQ18YF5 z>`$|wP)uC7fxl)~nfsP9NxlYQ_5+>F4_Z7A*j-t=;Ml8;=ZqqFpI!Q9_Wa5_2eWM= zfAmVVi_cbLX6UXvsUP z3G?S>EQ)RWeE-PL{381~sWP)uzbxbYJ$-WzU)q6xw>SInH%w+Z;K}^p$YjvCXr;kv zP#=-`iOnw)&G~xEZ6an^{P&&nU+rA|Q~n=MU;V$azUpkL-G&n;da3!-RBwmb+}l#J zn(?gniEe4NvYXFSqAymyHTq$*?+U~E*!rC+#_KQ4tYVm>!f>n;G*Mv$8WLl!d|)KQ zaQfWlRmVRws+G<<-m(>3G%*%DVgOC-)@>}!zP?H0Z&FC?X78KP;#mh`ZXK)a68Q~uFox1W~0y>#VQzp?v)mF@>Tl@iwIZf`oOFzX@54A?R$ z>!}AnGOC5$FD!04c_7n*$xnt+{lulYNBRHHVH42ht^9tg?|^W4eI?S*>IqgbM?b~u7x^ly*{2vFXC_9{A9(9PdgU1ewukk z5ndt0ypOd%aAezityAen?FVLpr{vi@PCx4Po_U>NP3(h*PP^;O_|M&LvgMyHcXxm3 z*)w6~AJ=AFx{_MOF-Mi<*ydKyRK`OA3*nyKkcI7cUgf+Hh?r5aeA8BNb02If&xNmd zFR^^fpAPCunI!(dA2SQ&qLu?QA~u0mtIT6N16#Vk{^HWOSuLGk>jG@_A!`ukFr`l| zi+(g|+Inw4vD$lLXKtszQ9UA)l(RjZXPM-RHyfsG>vq1wb zPqjP!MZm(FqvuQpco!cNcv{p@hUxUV&ntvB7;N;+4e>LOtl)t-aKbb;>FJy1vq}Gt zVOwCxJ54Uvo_pGbbcipf7l20B_6V_nSMP)3r`M}5eJ1Ogu9$hC=_0>I%QK!2~zdOvtEMNTG$_316o=%oe4H+`ZiDNt5aZ*{hoZV$4u4R2a0b>cw$z#SuhCyz_S!MKgDDRT z<}jrDH5d!r+P;w|#OHJzMu6&{-0A9*Piy34J?&@u=LI9 z%~v{>&)u=^o8;p&(YJq3x!voxa7V;{`?>R$|LQm0l;s}Zb+-0p?w6VK{)?Tg?|!zw z)!@ecn7YLOx6&(w3?}n`{g7E;6Fp1Ce#hdK1^=Qg{_D>9FZN*VvF9PTk}ZTEJ@Bx< zv0Grx|M;I7`OIks_jmn|ID7kg(}P>;oU#nfwb9DcU#$Mk7XN+n<)tgX{MqjDuY2`h zXrm1@xNmp(=lVA`ecOCM4dH-x3u)WFL@g?JT z2F&xXE zuC~VLV_xQ=fBScud}Y|-!O&AWIc!70t<(y!f`^fieqPL{jMPby2Ub~qJ6V5!e*LE_ zsTTir4@A$+-F+)e=l|<{#cz!!EZx1MY)J@@GE8NQ?iepSYhK zG&%fJe=`4sWC>6g#OvUz8{pOH;NW9?bgNHGZy(bx1L;V`sL;}hKvVB z0p^QRw$FIsdv`|k{ufJTHd!7%nHDZR<=g(d$K+#|sUL6^O6Xw+&pU8}XJ7OVb8dLE zC)Rget=osYsXHcGWP?nN(q0|V?nEP z^jYC0UOxBcZ<3K*5up#kBOG%W#m_Z7)&KD{cK7XD*Ti=}?M*Ivx%5r+jo`aSujNk2 z6%Wmtf6z%_>AUr-+;6R4nPza_fv>;3rnB8 zIgr{lr;|<9iaY&4tMP+Fk_C)xZ<7TZT77RSK`H@Zwl+k6lVXv6!gD% z#oXm9{N(LV?W;=Uo%Q39F9pxbV!-H~qrBUw8H;Z|i42 zr+ZnO2e9$XyovvTlrL$JW{?Tdo+vgw2f04ZZyJx!HVg-YUjQI;A z4{U*MrTF}7z3Gf}7qNm9Go(sD!wDL!U}L#|yw01PQ~SyAfvwQ=P3yCRSIg`>vLhu{ z?|Im_M8mZUrmlSVNWAplkHBx<+S_K_W}kZL(yQh1e6P~hm(Nm|>z0_X;esD%k%svM zb`V`MujihH=VU3j7fec*QXZIyFnd=%FbUv!^!5?UjBjrrv3$!HS6}1z=j>6icAfTX`c>cGQ7Fe@%YlWDLd|*n&twVcU`2t59RO za!bsq4*3@S-1x=wQww#UZ#p>3QGjQwLQ(9QIhzfCg-L{|#w@H|ojLb)cgU-nw9{{j zgXcc3>YsR3j(KA!y#q#yDWJuZL9 zb7Mbm`Ubm?-w#P%E>76&G5?~>4FR#=($)cXho3;_1Kh=vJcMV9+ngwB>ii~o*mA=| znTUT)Wtkf@J*%!}7R3r&(G=aXzB@wpWW;yBWv!Z3sZPIlajts3KASr@Z2KbnQ}?$2 zdSbcNGP5&tW}UTxExVb}QmM0zyw5@7XlugNAR9nD<>$35_x8J=r{K$`ci3>lLx~#- z*Vb-M>r?Nhz8bgAD&EqDL#|DWoco-td-rv8ds^;Y=*Q*YJY z?7DtVap_N!%gG7Kh6eLmBSC#&T~giLm^KX-1;W3%tyG@s4>g^?|**(9dN>yklBMCUL`&*Jm}?>>(dwfcQvxwoJE z#c7~vH-Q@k9H7lQ32blfvw@Zo%`lu{`R8oHvi1XRP6=zQ_B0(;nDG##>P*yo(1hP) zHhI35&cF3@=Dsd^y|) z96Vp*7+*{BL5IfsqZ=cOK5eO*HD^!HKO@VZuO)RjY9_`kOm|~@lg`#t{w8~?OW&0EEX)B$11k-pOVVgm5iJJZola6x?`cm+~Z!Su5*4k(eU?7gJ5jViVgD? zE>*~=c>b`t-Jj$57Oyln*VoO21qtQd z!R7%vK?&y?B0_-|l?7P^!1JSolS$w$BO8KPiq&#jG!|+_|HD|M!)>+<|s)nV6d6%%#*{ z{!HKP%RN2&t%1`6hToaGEPOId?E55VY`s_cy1Cu|jZKp;*3M{{`#!M$l6RjF_ddQlsl7d}FQ0Ey+t{eP<^QI?r>i{0BG!4= z1okHmhD@3sH!bFLF}I5o)0|74-`MI`g6ES z?T|&XxL;%Og9DbJ9dQio%RJv+eo-0pJL-l0q+9#vG4j<+ow7LHjZY?xuSfrbSxChB z3ta-mH`ETU`Fb#VzQDC#aovS!Q%+g%1md#B`! z$)`2%mqvxMABlJyduzq?`wp5(qMp7-c#ewAJIGe`ze>;V&7?UsPuIPh&y)D%K;p9l zKeX=#B-$RfEKpD>f4-Lg-mjJdjb#HDT`Mi_zRciIG zB%d7H|K-eyM&>JLw#rxti2as-bD*m2J!{%rd7GM~=Qm>l{_#$l@JMU^Llq0~#=&{^ z2mk(7yK;YTKGWZ~ztt}M|5h6;;aD)k(I71CCdl&bOq)OOJ#0<4;FxE9{^qpR^Hn$f zJJRyDQRuZKUlVxmU*46~?xowEavo|~yh+H$yhi7t|ZXEhA zBVDd%`aD%&pI?)^kW89T&-;UBAraTXo=t;x26^jG! zZtreMn|5E_Wb;39PTmO*;?+zFRSp)a9o!*V;N1F=hr8bKMpauYznq<7%vsUY`#(xP zd2h^qd&05ciGoFufK7daeQ4Tjsq9O|id%2I>RvIuadEp^@`3Z2ljarFUp~F%!`jNZ zGh+JJJ*fV({V(HIm6Ow=zEsVR(Y?M*(z9TWXTcT~iz1;jhvEg|X0%OC5VKRfbL!FA zZ+}Xv&TlZ~Wj{Ev`N0Xt0+tV6#(m2##;3{D>oQkOGuYev$0*V1c#n+5IT?#6KAE3+ z4^EUbZwBqC|L~!6uKH)Qm(nVVI(qK&RJl(V@X1)R_Z`TL)(h2t!QptEclL#bdt3EZ zuU4Dsb|v@T$>{SBLW}H`C!MKx^cJ|SBO$-yl*Ywbf4sL}kKbR=rOeT1%;9!qW8)#c zZOWiiHO?Jo=bta2C;0M`xm~Q`_T$i0Ke6}$$DOZga~Xf;S~36nUBV{y$7-&mWx*Uv zgJqwjwbrCsu=mYj-u&U`jYS}Dr z@p*3XDQ_>&<}AO!`S!i;W zr|F~VjW(`qDZVCfX>20Ha(?dht69~PJfb4r?$Rt0kg??GlVNdZIA~&D8D)FgKhEu3 zTe)W5#l)21V;Boa^l)dkBTf*i&;F1n($H(apzOK)-dvHu&dB1#G z-O1jIM#}7c#_Y%VH#R0sWW0Roz=i!=d7dB8sY!ZXSIGWbXJV>w-(vm=Iy#3f3!cbW zFtL{{oW7tsde%Ots2<}3joG1IuP6UeUgsCs6t_NLg3q$)S4;vAPS4K2e85}i#?oH? z*q+FBmuCtxAD3i)oOqU3^qNV_l{)Y+7AQ5Hb~>2!z;luL%^Q0KCMG{PVOa1)!h)%6 zub1WjS!^2&eP_kHouB+{`^CviBx5GK3Cu|okkRGvlVREXL7e}+z_xXX4~4C#^BjEF zHbdoN>6%l296AeqAAxo+&1twC=9!u0vGk})z4~jZ3&#agK21nmX}*>xo00e1`!7*b zH8dx$TO`h{{$~I6YhUkeoRJdn`T9Ib%Ys>!2J76+18%(3EaW>A_1>oD!w1fXF>kK= zeki#a-e%(^FzI9%8*{nOWSYD)l;p(pMbNjZy z{`kC)?0e7nZhF^gGtmUpwrn+V;n`KG^jde?HPeQ^%v*oVs?@vdW?ngZZ0GBH zt1I5ln#j6*Cae1CCgJphoevO|dGUU$=k}gowk4j<5NbczdHBJR#1DTs|D7<3zJ6=z zvPoHyGRs(MFNDigwL5lfnsBV86oPudQ1yd`vxg``i4j%jW1j{o>Xtwa(Uf z(F2pk2{wH@KsDv!2S>iMK=P}1^qTGJt_5l4|Cm*{PZtQyvEcOkdAO0y+x!l%$U_<@ z7w%44z2^RuC84t&?RxF3YFDo`tqFdgS(w23#nMDwZgT(4uijfEG8)*dw-#K{u6J3x z{-S=Y@uLSOj}vTswk|xht1X{9?V;=;?&}3IHsx`1_f9OD_99d9^f#g72Rk1>I8ylG z59gEhSDK$}i9FV_>Iv)h|NfViPXAZsWTGtKXDo0mc%HP@n#>=^9=J?+cP?6f&sWaG*vUFR#uwvk^>cj>Hx@i{ zuqafpsc(8M^Jsl4gTiH*7pcFOTVA;RLcdty%b63+m(Mg$w8#TBk#9E%-xoV`2vlmW z%VqtxZ29D^tM67#wczuUVOQ^K4*q|^=&$qXFZ{Zf|DQCfY&lrjcCf;!)VXydxbBI9 z);+(Io?rb_a(eQ=nVTP+i7a@gWAS)i?9bEHo^7fhH8}lsZF}!+T~+CG?RThGR!3>v zvc_wn6E~W8ZVtJVl*Ls0<&%n^cT3x%>G5$@X%H*^-UBsX`I?Q}59)yOPvS|T93dO~ z*tOlkw`U%Ha3-pdL~pkx0>=E zKd7_Exgt@julf18$8^MVNSY2kMLWzu7udb=IrVFEN6h~@sH`JRrbwT^z81z%!!=od@aW8hh{QA-4Ht}+@ zQy=v#lguobmuaBqU=|W_`NLVrURax&S?%UOPnml()n%{Ew%|QChb`T&+4$YPz0w)4 z+L?L7#P>;OyxPxeqRey7nCF}rTRLBJWbSCmjv-o2+te(~X9y zmQXi7_b-^d#IE}rRsRg@Dj@L#1b?xJwrm4)MXUyZ)vT@;|h-CtCzmFca=9jmr zak7}HyXyXr5BKhbd}Zh?^#O0$0=3yxUtHg5vUhHXkksxhroB&$Z<G{g9?d!7N8u+F(N+i|0Bkd#0Venml#7q_1RT!OTd5cdu_aBpS~;6luWye$Qu6m#il8 zSLq~{y^k*LYCHVk5O_b}foFFuUvJS?zmPq1-6Hcyuej*cH5+edblvowvx&!Klhi9+ zop-&5CuO$Z_dB01d_H@70l!L4Vt5OfPez@^Jf&H4{9M;X}_~q<2 z7E7jxPn%iJ<~=Dx_i$vvL!BK3Vlf5j1sv-A&S5`4_xd)A zC`-?jv$1d3)*PxVcnC_rHuX*MPfP;NJhWTh`1Z(lOWrWaf2n@K?kX|qDn0wJ@QNNY z)%nAkXnk!1I5xf-`6ti%`7-PH_j3LT5tl>yTD08{iGF9l|HNd){*##wb+a!w{M&Bn zE1Ov`H?v@?Nk!0&z2Q?YKRA_XkX`%Xnz~)o`);SplU?+?Vk6ofKR8ub@YG_*thWct zEqS->IGY(zKmGE8f72~}WjhPzb{d@9B(1e3+d>e0Tp?(DX1e6feQVcz{`Nq0*~&Q_ z;eIXJ>W4%*-sA=`^X5&Kx^Q33^oPTKzpPgsEw6i83R~_6B<4D=cq^U{I)#&e{*B74 zZtX&K&l7otVhf8@Vl0K$$#916mi?Z$p;MmE?Bn5sY~~{Wi#AA3ESNj7V5`Rtuo}4K z+ow;eX;$&rwnrkzLU`RA&hT?B+HdZE^)(9pIs4T%sWtO|m=qb#_`Gv>j7e-^8N1kv zRE^iOm^wARP2OwXb9?W7HfgOu%AM1XdrxG{6y&%r$&noR8dP)0aKO6*w`>32SKzcw zy!#K_HFDWeq!hz=;NP97H~4ypgkNsoI`yLidZ zqjGCbO)Pi{_GRPEOG_SSeo=Y(BU?J-;OAxAGYe*#FU)n*iAmS#;oi+FBE}uw*BV*z z95SF_)Tci!Kv?YBuF`8}G9Vf4%`a}IkaN`*{pxO+}8!UuS;?#-#ox8dd+lC zi$OLl20FWir%hH_(&74AP9btfTk*qFJ3%eh7oid>E!FG)zd0lQX!*t6*St=7<;>w> zE&RAjTDoN!XZ_cOuX|-Jl=u5KuSu1y&Gvkzeq3la*pBe-R`sJy*9&yc9I|c^U-vMg z;@zHguWtJbomAV9c9~iAnkmGEK@qdcZG4$eHoD#l(osEmzr^s$0sadv7TIc7vQDmU zHIEA`pJ>sTdCQ~qwomKEf4|$flBLA{HElSX9RV&xmg?MdIO~7?&?CF2$5s|R4%tzt zbtgf3eVmhYy_fUpIU7#2N(Vie6(dmjLiMX_uKxw~$jqfnl9umoeLK4)Z5wB{XUP54 z-oB?-#P0LTP?pFumT=p$YvG|;ZOw_GAt?i1_QS=`t8_P%o^`2B-LYNS_i@6GLW4UN z5_$g)Ph^w2(`WL7`JJ28h5uDcBzG3f-f6H;=w?8o@8Q#KCQfDLa^QB6sr2LhA75r2 zzW<9^h5LMg&K(P}JdecGrYSNG`RjB{X9kt}Uv`@Ia?`8Tk=HC%Rxi1w|64d^!%JPy zKBag8+uVd$WAhBZOKK;Zrm&s-Q9kp^7D4XqlHAF$O`u4W;fANu-&g-(bm znL61o9zB&S+9j9irg0}tqi6RG^MD(!<;qvScW=K}2@Y#hT|WD>{_3a0qd8X>s@<^= z&YQz&o^Z(Id4-hiNy~q;*j9^dUh^{d%k)U$S!qWOzsShL|HV?SoD}pA*e08{7`Rj zBDjgU;mm`wqqg?3KC36TIX^tMu;6jP4#vi*OIDo-39d8Z+;ZUZi@B>K*MzR}OFR1A zHBdQ2Fm{z^yz;MiRfnc)=l>S2dTXnu%Mwu2b)7ZwHb?7ip4N{uezJ8P{c~g?yh^rN zU*@r;a{UJ`E_1$C>Gngt&JWoFEWD#`PraM%tF!s$-%P2By>C`to43UG$ons+Pc-jX zJyq>yPlxn0=_={HaU9BZoU<~2f8>#`N^?1s>vkxjE19{qwYvAcNM6ly18z|BXU8<9I?!ut{+L*$ojYGRij6236a^>osbhaNi$Rqj{_<;_=m z_)Sshn0&$PD}SVg-YE;cGZxAd<1FuMf%Ji+FK_tJIrsGUBeT*bv8?UO@VRU${B90s z`MDNrgNI_tD>i)+Kdsa4-yElZs`Tp4HRAhE&p%$l_I0P}^hMc5CQF;#*WUkD8Fb;) zu}xK%e$Tu0)Zwzb(w%grJGz4J=5TEOAl~x!%Mox7Yuf!chm49JcC;Da0QXfD?pO-E zW8+vZQ?IvpipchdS?@EYPFz3GIw!^P%@&Og-%JPjJt=m!;dl3kzFJfx_2R45jAyYr zKcDY7_B6W1j_IKtbE3`8U7-FjGdP=m;9);h{9IRmRj-ebEl`w3x6HBAO6BC1@Y0j5_2;(#W!zu)^9tDIJ+sx!L7f_< zGoT~S4<1%8TlchJZLXSHu>n=9M#*2eax?feD%=g)Jfx3)d_`A=DuRA<5b zP6M?xaF4(&@fvJg|A|<>pjv0xwJoQYpPN|l++#Ts(EMeN zS@z;Hj?Jpwx_(mJH}*U4ejbr8n3}OT+fC(8x=PP>&RkHF!DEN;irtXL*X+pXn#Y%? z?%C13p;+mTB`CPR_sDe^DO*V9IYrD(X51^*nydKYsBY5cSK_VjHnvV*?>1@YGVgaP z+cut7&zKN9AtyjvXZoE-TQeb6d_S7MU_-(BVwE$8tl$3uSLrM3Cvy3VpI*9Uhtis2 zwL6fMaYIAL+h*sXuT$iKC8X7%FF6-A#?rCii6_wdMX6ti{N`GF@) z?%MZdM&F;t-JbDzVWt}>W%R^f1GNF?aFib^ffkOjv2GUjv8LBw+JVOD*$>TSe)yC5 z&mrTl!RH?=yKjB|O8w_E9xcCpT0Sn%0rlHmc7Uo&P`5p=G>|2sZdb%d+r!{;6&w%^ z@y_oy-8r{O;o5IE@hQgyQtp-n$6hwO`1sNL)aZ(n=|LBNRbO4+al8EfvPLKg&?ES)`DA^;^OOd)H_oq?U?l{~A_@RG0adFbiG#Z?yB6LSn#z>DJ&t|B4 zTrmC59ls-uPx|@+^&gK@WhN}y{PWhF*E14r*V>(|c$hVP=|%}T@2`8;#2vr<aTRD3L-EQtP~i-o-HF*0v-#OP)lEqU zum9kmpkw1a^Mg!W#j*MqlK&T`3w*p+dF=n}^g}OZ?)<})S8+ce(bjq52N^RFT+VXk zzI=vv%c14-reFDcMD^Bpj%STk)73jY*H?M&i&Z^z@#sa9LbG1RLkl)6TX?i36EqWN zBEsSPeCN$6Y158mNW5fLy=Ef9asFXzW`cL##qF|+ZR=8(?v1ov7-#f-#qRt?*H`Z; z{Qm6pi@7^apB7kVzSl!bWUgnXPq%`k=S0V-HrvRG*tutV^?KLMEWfB^csC$1*4do% zGH7NbTSKVr-0tn`1=Bov_*R?S1|-FT{2907nX^g{?>=*!0V+ImpC`S%r*rZ0s_u<# zMi2kD>c=|IG^lC1zeBD5g;cQIk8`H`@3i%-(_EbWtagjVB2aE!=u^R`e@W_8OXiQ3 zg6Idf6;>OkR{l2e7F)K^qk>Q0$5{Br=`)|#r#IZVbmnL3SCitp=)a-QdZw*hocbz9 z(z(SkQP;WigG^jRn^2;ZoubbEMXjl6N_RF)y8tRc1C(sq#it$A5?J`M<6#pI2WRBn z%P+k7CY@z5?3VL6^ovJ-@$@;%eoUBqZEm5_5=o^TDV9PX{!hj#oU80&lV_RDN=sYj zVF(&~2vD(U7hkr}V@8`l$LR;VA`1QeuW#CWv}l@+4>;Uru$|`g4!f$#|83!mxteL> zVrCpCk4tRjO26{;a?)3pGm%qFOA8zF4j$;$%fG!};@Ii`OVysOnJ#^L@$1FuzurhP zw>T!+IMwpSdHMFY`l*Hs)7|9Wq|3e0<^MK^9b6YV90u1#>#n|A*0_ANp03W}!VS+Y zZWPPBNo3DI7s%ciliin^DtRYpPTjlrla46=eshso|FXmBkmq{JJ*!PC)_DIk`=xWb z>5|B$jK6ysi=j63Jl$g!pmR*}Tr<2KZh3oh(Pov5Uzxs#D>pp1xlt@XjVkf~x6a5p@-&0pH_N9%D)H|=&6k?@vFbKk)h*-Qb2i_*Kj-yT zwudj=LH_9ZdK?s81#)jVFW!Z;#+Kgb75q?g_KJ2jXg0R5+4lHBySf)Mf6Pq(uxv;4 z`6KmT&UiHc^=bZi99(dk+z_4ztv<3N_c+a%@0ZT@T9OZRn(n;A3I7FG*Un-q->r0p zf5&an#JU5avwD|FCT^IYXfSWW4Tp_0=34NiJ)B!!_u)gP+&`3DHm%KQ;cdFN`qCmbSv!fpr(dkTc7LVcw3kaCa{u36J7>z*k{w^- zyW%P zyyIfO#*OnD66rzIjLFRl7~xVl*J3bXabc@M$o;=W$K*ynG-l$G+m zMmxU$n7;VTiN?QY8b8kc-NyA=;#{LGXm01j2hK!Wu?$&b+qpiUztv8DE_0)p?~Nt< zw}#AG->QY{^Itx9SZvBu@K|f-%4=t`JA@z^@Xal>g7^XwU) z@pm6JGkL&y;q;42rY~ky9u0a6;~=xp=e~o+-@#|ZLgpZ5NAFoWXZ|{s>bmM_IyQ$L z3mzy~{P4GZZ2yHP&t~7}p8w|OdlW3rC`kBoU|w~f63LYSvzgM${*%vI?U7b(QYNEd9fvkB^T1KefDtn-cKddSkm*XD;rWCO8GT0 zs~`NV{$ui!-#XfA^LMF)&nU3zy>sXG9?x3(mBM&F%gi*Y`wNpY>mUU+c9b*!;%H4}LP= zN!jYZ_<7{p)34TVy0w3vqfzbDX^Yd{1Z2{tburXAw|?c>8`KAl>H-r}ru`ou#%`G| z;G}-dcn&lBxkl%IIde|V?=z0*c$7EiKXtmo%H@W0Zu&e31&<-tEki=@AL>c1;m`O54}Q{?B>+p3K*eQ<`Nk>4CxI2MORw_yQq#D>!cM-WCCsyZUkR zEbxPxmweND`RBEy%W;$3I$fy?TYlzB#VkAfV%9{q_L*#tU+is6GQ3nE1#eI0rxps7 zPdag^v~Yz{fsBj=AD;|6`<<<~pZc#dzqISw8PoIri@$rmmfa~c+kf4obIsE)?iO17 z-gEQ(Cs)j`nH21eohG@~`u?Buvs+Hztx8;SFmc(zAJ%srHX87Prg5N+*7d7p=S@~g zQ3f^DrTUtgj~`rEpE2v-!pvXGm%aR-GRxx81B=HAKHJShBrb1&OoT22PlQ(9pQU#0 zcGKxc3xc0mSQN>~Sn~Bb#H&7BVZZ%x##@&f{Vyg}>P|l|PyZ2o?cQU@m(z0tb}dm? zG`artuwGu=LAFO51HP~>GzCpH#Eax#|u^Xw1E+rHE1&iz~W{Z4`Mjms}$GXldLt1hoxeN)DzdL~;}zv^kR z-Ct7PX;ws6UM>1&%f2=#jFE$tJ^yOY?U39zLV_|X5MO0iIoSpgLLuvlqyZzEVJGw80 zZ%%nA)z_?i9F$v*zG2z%t*-3Q+w8y7; zfqD7sxUX}ZkLl{=YwNE(DznIE=Dq8UObe6Uq-4^idgdoNx0doChMgb35_z}e#j~bf z_HT*2hZ75)7*y2NMRIJtvsmZBll7aecJLO3cb$(~U=yy-d_`;aOz9Upt=G<5qrZLf zVfhbcRjS9Up3eBOCd=`U_wgPbi*q^>+gInW*wClA1Kg1Q@nG(J0X|*bI4fVFy^PoP zt>~G<>VB?CIsKsEc2?`3(w28SChXohYJ8orD(r0Zn;Xu1@3Al6o_K7Ls?VEe+81^&Xg?I4;dn{m zj-$>`QWv? za;Zl&bYFP454ST-DOUH^K~I}=69U7H6Gfx!ly-~{^JK|oi{l;V6Ugr%O{UE1V7TTC={Dx!R^-& z*F61<Ze|8|ILPuJhS z=aQ1Ufa_k?w^@e2+MVlkREAJ}frh3g* zNsNrshnLAK?RY>&+*gX&2cHu%tC`yQ#RXHtUC=FMjJ5L@=p!lF=S zj*;=%q!lOSXQ>%qj&NhHGCBLS$hz0Y;;fBC{c=$9`f=}pO9yP)^VyD1=5}*cYPzSi zfoA#(9$8o%47A( z-^12a3m(4>rV{5b)IYxb{OKj|q6yHl1xB80%sr202sp2Ow)ExY7onQGZ;L>PxUC34bI&;Q?Mp0cjSc25$Or=1Ym?<4Iq^ z>jHWFWZ2HjGq}xib-HXXmtiHHAvR^%=Ei560$k)03+5#nyich+9zk_mXD6fyH?PiTG3Cet`Iijj$Qc*Sc4)8DC!aY?7FJ zq4DyAGr_af$9nhe3Jt#IH>p4Tu5YrhvAKuq)WF1qYa-WYv3*=O{m9MmnM_*+X4D3A z{#vkfN7Fr%rRMA6(oHIl9IQNcaL45o(1`8vgEQarK=SMN9XEsx?dR6aeDh=qY`WO^ zz;#Q<$TizHHmXP&r7d}pQhWJq+>hzG43b?>4_;VsbjIR$9G4|GFVDW-V`FjNM&kM! z@O%?Lba9E?oW^f@aW=k_UYvfkYwDTCf@cmE#R_vCFL(C+Q?Q~_p3n5-{kB;X*`Lp3 zSLV4Dkm&0?0X*0A;h?p>qR##4SO1uJ1)1({m%q_%3R?}a_0;!U>-R8KmnCPX2Fmm9 z=Khm zWs=+JUEcD`j#z}LJD%^^V19ms_-o&s1rZf(hvQ&f-ks}0*QO`be^^xI@obBE@vYgG zZ_hrRe%RyZU4x)H%bqFc+a?M=dnWm8(MI!-2=9U!vpM^qCDGQkGKL#t(huBaR^fIp zm^Rz;^x3b|`&R5PW{JC7_O#>IOl7x#+35kZbyu8~xv~k|B8szUYQDAe^PW}btUR60 zbq9T(*?jAaWA3vBW&c?A&xmN)ea}xP;`772q=T~`*I91tnPYZ-j##`+?t%y(ojnWk z)g(ZRV?pz?*TcJK?QC&A$eRWljyeo7!tAl$oqJ#AWiJn(#-d~P!=%b{{+6f^@4ctH zatb#~zt}6csz z&%aR_HPvU1%EjMDvyU7C$!#m}i=NQ^Yucpgg=*!&FaKmdi45Bk_;10{^@zJC4}uBdFO{>PJEH2%d)Wn zt=Txfr8W5$lfYN4!>o5h+q&<@rtVm<`*gwSj)c=a3Ei$6T9qTj{xy9#Bq(!m(+AFn zLE(Kf=B=C6eMwFs(xOTD#v#re#syW=A2j_lJLvj1wu$@KeYG8_EE`hUHXLQTafnd| zG~<{k$(IoMTKG^^*X6tub5$m(J&5?vaPp9`%mFdJ1n#^Idp!#r>t}<_IQp-C_Jh8b zZD(4<&Ku?~*wC#c_V3WYwdocMQy&Ujm!}qLRok-T+#S#=%hSdiK0wyW#EE^GAz!!a{Ll5N77KJ`E{O4E zaObVxdpe(+&)fW`ZWzxWz7t5p(C7@b<8lD%MxD(A7nH@WlGPvx&YD)4k=)()FVVQxpF(~fkT zWIMNR<#FEwTP=~QxJe>)S^M{`dKt3nds>C>9pcPy+`H8=Y~Q5Z9Xg+b`n}xc1~ZYn$FL+s-e3xvAUU?y~kJeOqItdsfPEHP+ifvnYXi?Wj{@LC+#@) zdSm|rZ^bo%KaHyHmww)N@4&Te{fe5GxnGR#nM(dtiU0QKVO?kXs}mKk&s0pT$X&5v z*~6agMaNDb0*~$223i)^S^ccjKPGvuLOXrWRO5R;neQw=uwcJ$qhtMSrsV(oeHveL zG`{9({K$H*jVoJ{uMxb+*hq#c++k0}#;4{UPCOPz?Lo5&%MVNqevqY+JN3Da>;BuN zg$F&4*6u#LHEL_xR+VkM<^T8kFrTc6J-@g5Y}%biJ4{}rUMc={%|YLB#m=~Qhu12z ztutnG)6NIE@OJ@Z%g2u+=QhX7)Xr6L*>~;l6d* z!CjoTV)uhC2j>_*h+Z-MFQeo0nQOMsE&u7?JyEUkWRTxFSM{||wioX#TBXds&Y0b; zXve}sv)bNYNd<-VkpZ8DCPPB2@WWWOsDXuG_X+2t!S)7|{iYg5LW`5BV zTl+`(@$w#~jSsJ8=wEhl>%A9LRJFm8ZMG{{&+kUnK(DBy3s1apx#kNFt7GxM*|@sD zMEv0Xy?x$8i5ac_zdx*&so1wcH}TLnhLeX(WSGPI8nqK{-L7HV{_5T{yFQy$b5Y!v$FbK(4eCwWY%}PoubU1pL6S)RZd>Nwr|lI8J2LqCT;eEqC2wRJN~m; zYblxW>rqw71$D`vyZtq<>YYxvQT=W7YlU_2Ts6nFEmwKBESUas#Z`^Z@tj6)Ov`67 zZ5L$OF3Iv(^B=G1F_Yfr1o&iN!m?}m6Iz7Czdn{`KiJ#+;Fx0p^9QZZle~?tP7#SY zvik8nxAk8+k6J`7la{pKz;NO8i@hpaeR~$R?A!RG?qTEJh|2{6cPu#a7<~_@t6#Y9=f~^#`Ro&xU-$j} zlsWT^IgcF&wZRU17CgS)2wC{Gi)F*SnURGDyq-f^1_h55b|{u#{WT>t%s+O$)<)^0 zj_G`v7c{JYkX}ky; zmQ1u@g$z(%Q*UXWwrN{mV-xR;4>kcwvWGPb9*gXdT(x?)LYGd{A`3QeJ$v8gm?sO1 zwRYXO#(1!b?eza^8hL_?ug=hlTlCGWO7eA6kGI`Puhmbo?Jm1<-AUu>k@hnWiMU+A zb%*2l-OAU^pcK=k+4+-qlFH_TNm-9Xb`)~mv0$BN-x#+nOvOAiv}j7-_YF3^F}ahP zRMZ@&-QhfMvww{p``Vo!i*17qr!U*r8+ZDmxO#I$?<5|+78zaRqz7in2{D~{D>h7f zD6ylE2eN>1+WL1&GiT0QCnDo6uMla`mi*wDVS(}N#_ZFRmR@_4qxxg{MfQ`vU!K`| zhSaXuQTQnJ_xd;}N^?<|7`ne4KB0J8CNNipP z>O9VY>_p16V4Y{Zewo`FbB{%}%)cEvO?i(W=uLjWw!5^nIr#5?-rYvxIzGu83OiMw z1Z>&x`;lDWh23hJYnK@*J`4K%$VKKK!`^h&(+n|5uYcY$R%XjHW;cM1Ye_c`+;8P2W`6>yZ;0i^R3+!^|ANyWwRAgll?wT5|}e>UvvfA z`^L#8ZkHcS+g)67^6%{z#owdW@5sn}X&1MZdEQH9)_2CNdDEE6os#}H%SxQza1CNf zgqTFx=QDpw7AifiYB(}$Suw{QOBT?)gG7qni#T0{mp_sg@>a#y2~|sSbA89&%LJ+O0rkf&JiTmaVfG?HODKll3l|FS&v*5YNj$*DmjjzJ)-Ux}F8k&31_1@(Z$)AjjGh?4A8J|tsE&4+A+>5t9 zemVlauKTxNRX=$$d0o{D?>fut(K|u}9y*_H;nx-Zch*Rm@trZ_v5mFNt$QynDP{tPu|Qlz8jt!< z*_$jClTxBX9x_g9O|@WpC&O5NgIlNG-!nC6g6ib&6}n$8zw+kYwByqLl}lE<*f{;7 zyYH0Qak;vuH(#w)lbu*{S$f)&_9fm1m)#leq%-tf-NB!8kK%<7EaoQJ-ubN#Pd}7`D`@T(fFLX6+PY1@*}JxF#>BXXf0>$f;eX2Z=L`3lNv5St(TrM`W~%SF zlQVL{%ipatV)&l!3J8>EESS$|V0V?R>*$^%s~t-YwU^)f1zH>7UsouWSNChqN0Xc2 zYMJSdCF4B%gYvcumu)Yp`nkI-c;^4iFI6^*C3i*Eo7X7)t-krMv_4KZ^1JVnzUZ@{ z=G=^~=#t|-f3$zUKAGuqpw{icjW7$#6bf=Nw z{xhSB>$hU{m|1?9O+T1>VE>6!w;#9De{^ptU_Poe{o#k{t>yQAf>y4~J7b%EUxD+g z?z!7#eD&7t`{y3M&sSYCd56{C7@N0AaWSUcRd@9S_ryu9{C!+JpU3Bal$DcvPgwU( z=5M)QG@m_+y)Ml4YUAn8nzb$aYuol$dmDu%XUAxYW?k~%8S@b*SV^a{eRuOxP8X-1!XNomUmCBUB4;p z`lg4>rnX5_=j#0ZsTeLDfu)EhDAZ@uG<9^);L4WrU!XYZJJPwG2- z&3MYcfBH2qCB5n&3cvUsE_ob$aw7gAK@~ZK9_S1i+ z=AT-)@ZRYR73KJ;lB-S^{nMK7sn;`)b8|Y+Ki1Z-Ja?IVAiHkV%k~}GzgfkjE$5og z=9Gt$UG>jD95R0Bd_Ljsee3fJ{+%;^c;80Y{rr)e#%=$b4pp^%x^KBhBK-wl0%!q% z=cA+hufM zxt@VR@h9I#m2V4JUO8`7x<#s={-^n`p5EK@WUcOgqBd#W>%bE^w#**kVb`y2)v3So?xWiA=@Z>g zrYxHF^~#!)S2U|{zv~uj%C$P?Ayl$6)y-(hMWfG4(|5d10riAb4-{7zo(f>{Ijr6i zy`4L^V%MX>>8C*Ry8%o#?c#lnya)8AYt)}vmd?&}t)gCPFMn14^2r;I{Y+Z7yk4@F zW1*+t?D|uG+_*oV`Ml&^O5i-F)wa7%f4+Hg>O~`C=TbI?^IXj73z)MdcQMas7cYJ&dx-mZ zz%TB(w|DF8a}>%tvi=CO3M^7KUak7Mho$0MUL4b}YHR&O!w2!_ymPml;R!6{z69#1 zcr`r#kThW-3uwv3^IfM>o@qbaWovBdE!MY?p@L6ehS^noRa}c;)1Tg^*esjgxMh-S z=dN&l63aQGZSR^m!@RzAo$Of-2mY8ue{D&d@n`nvu*OK zZ$?!=A6IXjvF7xour{;bM+5aEC+SQ+ve%bwf7RJfe@@i@tx1;h`zo!~lN#}Z`_MHb z$RNh974p6E=k;|STmJhh^S`RE-u6Mv|KOklm3OU!-z2JCv9_J^VAVbKCHj&d%wA5< z6lls5zP8GG(hVuOe`Zy(A5$JpUhWy2y)eEi?aBVSXZ!DciuacQt@?N^x$F1zvO3Uy z$K#^^=c*{Kzb9F7uHN?f{&}C{`S+Mw$eT{@G^%~D`q}b{r?Z|d_t^X7RMp(QPmSct zx!KpUXctFlt0s8<+kUlr=EtNLTdyi*Z$3TqWdD!r=YNO?uK^|hlJEMw?*-x_+8*EE z`8h_+Th0FQ{VaWxd7vG-e_mVu``Qrw{!{#g`%m{P>_1z-@pt^Q{dG(B*Dc$><2g8C zFW(Q|XC>)Z|NPwQz{wQ&Ybtw^yDL#{>{323{_Ek!yZfuQ9d=}qD)v< zP2}G5n@Y~Cb+dhyzPe4Kw&U#Un>lM+;`G;l^Qt?tzwX%niZ6+v!LGf0ecPZ%1k{w4 zzt!Q~loDCd_BsCi&-Ks$TxZTdYrk7K=o-@{!SEIStNo+Wt)44cHt)0DGOtng*iFm3 zdaqQL2WDlIJ2*5?=sN#3ojId)XKd(7|2mcfa%LB!7~XI`{L9Z@{}D9EpJ~A`&wBmA zchBaiR?Tm*JOf$~^^oO8G1HsI7ioJ79d`QszA2LK+ia?=Vtnzn(N_cebE*2u(>Jcp zxVT5?i_5d7vkUgM-mBN!)*BmE7|zZ+NuG1Vd`^RXlkS7MbDSHN|E|vj&xG!Z*w8m~ zp5MN;+{X(T-dHkxlVLb7|3JL&V3(kI-@&*0%llUTe>Ovq;kP8ip4 zbsDtLz3$+tw!5kshjQj|#=ilLjB$fg1OM+z{dFPkcaKhewQP5{_SL}h;-$N8 zly7ih_>=iE??K7**8K`O>ayU4&IPf1SInEQcinZCki}izIq%r~%A0@ZusHs`%fa;P zwjj%w{gRG{ILZ$5lx?&CZLt>TD+7;y=*he}H~0D$2ff65zoiT3KW0|p-e0gm+TzAs z`-5LOgbJG9Rk0j=x6V!A!reXvUy$s(&wE4eB~#3v}(_uhLQCSohO`gpAmW8?Iz>guoamRGND+FS83 z_lx3Iov2EQ+TRoOg|8b-x@|Byde6Zk=GIz!5sRIvuwirebZwP$ljcwVa?Ne_NhBkcRL zo=@f;P1-vSKLO9N?BbQVdv5*%@y9;D3g&pq_Zh#ue{81U-8RX)kA#Yuk0#A|Xk8xp zdTu+ob`W1${qSX0?3-8)xb0<+rb%=?+ujxa`q7IhhfBA=ls%ju5+RdZ?$H>hUr@ZY zD}C4dXElFrzdE{YlF9X$uR(JkTBt^)v20Id+a95i1ghoOw>Q4Olll;}DCBhb>Adop z^VgNh+>r;(Qx@Mou=DL7#(xj@ zPn+BC=&*Q@`^C@v$E&{ynlJ9kPZv!Jk~o+<hY>V# z1Bt8W{vWzi*iO97HEKR8{ce)v8lFF=Q__}fPh7U$W4Bp=&Ll~{eE3?pP1_<;jD`1} z72JOd+}VGb`{2v8*7-Jn9zFb?D)H}Lq08n%x6L!;b5|JD=YuwO%ngeG=U^_Cv-7Ki zN@N)2|9t%a+q~xM@jjU|$M_HGyn25i=a0adW9JX%$Q;a>b1-L1f?1J)G^aIuBKnY} z;(|YB^8DrPwm+Eveb4`KNmu6dvG}B$Kdg1S@5UzH{2@85S9w~m@wB6-9!P7gQM8x_ z9&>Xp(6MfP{pe8jkB`sZ&1bJa@c$ogyi}9(%^!+WdgYxWuiSqs{_*~T9GQhVa~A5X zV=)VfI9{M3%^3!rZF&7OEu~Z_5a)Sc@KBy{F!j#7(bXw`oCXgQ=!VHLbXlc zgG6`_cj`cQ-w2$`V@!E2pU?H$9_n1fImeIjSLXbgaD36fvW}nTa?~O5%S{>i~QzDPw`ev>8 ze%AG;X~x#JJn=30i?0_mFMQ>>Rer*2eOcp6H!Lnk)TnP-c*v@4+Qp^NoP6l!o(;c_ z$;*c~^HhREJgV*RjShopPgVUFKd(G_`dj_f>3>Rj?(H^v8ajP_%_ENF$2`e}U-yGd zIef#T;1y&xq3_w5Gv*pr?>P@_~hyVIJr-c6h_xC^4KCIGLB)sUd^x=ko*9>m_ zpPT6LKl^Zxh56Y%!uywiEdF74+ojb*;_w8$?3;&;$21-Td&x+K~E509)`1Vj_{-ZV1x7vY@ELy0ecW9RCO0k;1 z9~n*_(wF(J)>r-9zu@m7j*@Wwo(;QKi@Pn@U7a|^ZPx6xS>4tvzQ@k7@TqCeedJ?axXik~>2=Dd z_35YD=V{7UE&DS&-EGP2v?bm4smw>nn+T4cc>Sv*W1d)ySZzZO^9(-%p%v zam82Wm0HWXsMX6~25#31zO0np7{s;fW&9`UkGK3K^>-f?lX|hYdeYO=0?WRO>)vC2 zz`QeP)AiL`mi!OVKmBdV#8=B^zDj!Az$?OixnR}lL(rvY=WDmBWPNtnyu)ARqwcoO z=DSA@z5^WrA;0V;*YekE)6XWK+`c?h;idnSJvP%OIT@|zk9S+2Khw$Y?AQ6T&x@VZ zpAc(1D|~6O?O(%P628Wh?wU-F)j0^>nl}0Fk&}9mjYKos{~uePeeoW@jknmmhdJhj z+h#ZHjZ>Xlugg4@H{;SDqpEo(``7-{%49qJWa8UrGv7X1_mo%km=S32XtpG{sj=bA z$!~8j{wdMbS=H<-ls)sz%e-eL<^LG=OQadSd$U(E&7t1R!inCaAqk0paZ>Bv~-LmFSjXLW{enO}`~UQAHg=~JHQ_&UJ9_}TWW z?9*d-_gdW#-n*~Ou)o3le1o|D&KnMi>!!5vtx5e+ckc|NK4?-m^5aZTC1#tt&vF_Y z=RIsOFFrK8@y4rZ2O_@cX-!wYckH7{m2TtnElhKdi`r@(ADz~+r?PF2#g6T7BfR}iIlR(UVqiaUO?C1905bvMqeD926 z{<8_@%6q2nJn;G>tKoW0#=j<2k&{H^zkXtqv@sIfRU^5Vf0yOzqjJG7>NZ|++pCl$ z`+m<8N9Fe}=X*pf&WlKx?*(ngcvxKppB_q%RoLq(wCVU?BXG56Sny23VmW{N%r7?$ zCfmuTU9#sjR%ShC%z7-SOIkzhB+vaT@T8+(>G(y>b46v~4kP#(!wU|4`p&b|WchZN zkeDkry>ViZ`%Xjzd`;`zw&Gj=-+0w6^}5Wzd-RQqOwM*Re(q^3e7hYqnKa=R;()OX zzNz)iF8rHsg|p90esBitBIadhH*rl9T>NcHwyUsBubs=xIaL!oebzh(D;BimbAwUc^s(;<)~8&nIQ2k7pn@{M`?l8cc>yZWM37^~Au_>5GM|4QSHs_<@

    cAiWwa@lSC%+RL#`DSpEu9B-v?*S{_J^`jQ|LM8yRnOJ>P71y~SHT^5cJBMz z62~XVZWhl|(un&x_2wPP_wvq=ir2bctNdTc`#VbvEf?LDj6Wb>2~J4j@80wzzL|S= z?#FkAPaqZgXXl-to%a?CAA6;2Rd4^;Sob5S6#J2L{7tL%{q2U`dpGYizGu}2DIv@E zO}D=PdhTo;HTNyn$zsm;TCL;H&p0|^Z^84|l8bLx&$dn$fw{o{>AB#&#llCQbd;sn zSQVlczE}w$ChXPpHn&SdTe2n)NN&QJK7~p)BJ+0xP>Evv-5?3%CF^2-=^gF7cMe0+ z%jYbYj z7@Gfc2XTf<-;y&c;Fn(DnF}czY~z2PtVuO1e}?KEgS`{8rYhg6x96{zEHQ5{xPtz? zbncn(wBq!4iIA2>>2t6%p(ZLs;x`c-K=yTo5}9)|X3lt24@_ysg)q*p)OHu(bkexupe#r)8AhV^vY zoHf-qZhYG?5uDh5R)I8ta}g+U>}>BvbE(-j+nkmcUqHnxER?D;&j!ED`hSJ*tYgj- z1!$UU*K58J!M<@LZ<6wT1yHlK?U{lbs3>{PJ*)Y~2_%)}2$k%H;MB=(n514K{l#-) zT;B_yv%Wb`)Xa*6p$-n7?whk__Kh268z;_|_;_p&cloksYGEHuUTxm7SLWi(S(|U1 zh|GDS19io+eN!Xfgr#rXcs9xW90);Mia#E%J8$}-$i>sTr@@cd$@ZH$gR z_C;3~QlW}K8uOB?f7rd|j|ID@@Xaw0f@t^@A6)M`}==h|9n3F{LdfT*VmulU-$3n_3!`ds(*fZUSIpS^5635+qX}z-~a#R_2s!Q^z^?N|o-7!;=i(uH_26#u=Fv zTl@8I)y5Rowfj$WO?8{>85)qgOY8e9& ztir7-tqRSlQ-AS2(GB=~?d|Fv$+vT3);~+tyYbuTCG-AYOBUE`-<&U+U*dEpxH0EX zUwnD?{;bC>+#6%(TtC9OY;srD*^tU~t8*v3{$JhtHvaXg6oc>*TZz6C55=~M*sxxx zxi*)}{Q2jw6Q`%FjhHpz#L2&XyOSG3?EFv6t!;X+_(IbIGl^OWsRy+&IoBN}?#MKz z?e~#Ax72Iqt*|5yvqdjmHuyB}ef0B^*_JgreOIEyE_hj+NvCw{xkEgxXx4GLJ4J^iMfY;E;Vs}Waz6; zzdch*;`!<`#p?gJUy=K@VSCQ3w5r?7iZ7QjEO>p+^8K&9cIOI@$}ioQ>*KQY?f=Xr zY2Uk2Yf^u&&N zC#F2>UdJ+N%c+8Si@6_4zOCpxH&Z<7Ue|UZH5SUa#eO zr2aj=^Dmq#=6zjOTdHWYG4?C(lD?Z;&g=5tc=!L9$&a_DYl?4HmtDQ>Wm}=@d&2)m ztVc=B8EHKe{qM1#dxCwRH`#vAa$Bmixc9>TZKqn^+_HZoTDC*Bl>g$E#bs~b7yQh< zzx-|N^@gq6??&D>&DWY6K5aqmnxo!RtBqYkR!j|6(h67axG&tB z^>ZH63(eW#Se$UalQM6fkcMp-LB$>fkg=)tD9feTFM{F&XkWtQSg+ z_gQ&_$#Bh$4bC0hJ35~)o_S74aVO8&)zxDb!FDv^=sbzS#J7a*_qE@6(%flcP-HQGI5DdciEKn zcJuD;Tk?5na?+NH`!D`~zOX{X_UHb&21`3HU3cYF%ir*m71g6tjLeLE85tNNnHU)O zA;nL5eo=N(ettHn0O}2l^*`hw@JIXX-fV6|6`@nzE{cX(M-F_xc>5CX_ltLOH9x$* z8>gF9^YLX~n%?Hk#hb7FJbZ4abCJ=lww32yT|@jYn}~=?Nan@zPTP8^Qn_>C{pIU) zHa4_sOEFKoR5;Byh(AimN?L18^NYLx9*bu22eooF^t@Z!w|8Ifo0MG*{mhSdXHk8J$Rx_Dj27B`=~4|dV8sIkA-*8dhYjI&K+GLZuWq)+y2Wg z?k|evibl(Iqn_T1xzpp8Q}K`YcE`3AD;{0{UjA5nJIkH$BPn8@lXib!w{k zLt#LVCifxb4`<{|pU4FY|7caI__S{2#dpb4dCGqS-QVO{2y62`N%FN(|B$pWy8Y+W zSK-NWbs|rfpJ<9-sek*Rw_~T+74F%seh-?s{@I`I^V9Z!Pf6D|>8iF4ylyS@IYaGK>hU*n3`?wKL|v~v6jAH_ zy7-YoEw|rG$E_ThGWQS4OKv*R=M$*Q_h0eWvX`cIYwP+gKJpvXtdU>goT91qH2O)* zp`34K2csrwOjxS%I_B3VzaNn$*vLE8d-1Vv-;4jKuHK%^a>gp%HmuTFM84JG zYQyA+Hja79r5=7l|Ci0}2-;f2{-|zejeu4KlRxWMsh?F_8>8OorkRC8oe>Ugzcx#V^_qLw-~>OzCOM(H7q8 zaXfR;W~P@JjHgdarSIY?%@ujE;9H-!R}bfsV{8p`bloo=6*c)dA@R?>vv~;G`g<1IjP+n5@f#v9iGxDFy=d1sX zma61m`1gJFwe?FUAM@w!cxb!co-x3ikx7IB(NfK>;XW(RBxPzV?=3WMJT7Vqg#iX@KGe#`O#g3~=4a`9-PNwENmO=-g&y zU}%tnL?u)=Lj&V4MsTyGBqKF9RUb?mVl!Z&X`R#4e~b+MeF6*;Fx?Cc4BHynIKT#g z5`J+;YHCTbKA6I43VM49W>5p8B0Cdm>j^yo&Y8>*iMkk zVMQjoX7qfH&@9CZ){G<9qnm@Cl@R9q=Vii{u>!nV*+7ao88{j2m>3wm`I#6P7yuc0 BxDfyV literal 132036 zcmWIWW@Zs#U|`^2_}-%$#_s5w)X2cVu#tg*L4bjQAtgUKpeVnfSU<6#K(8V<$G6Xx zo5@hX<^QR|z1tlRIwd(=2->iTzgk*D>#?VeCGR)ug`6M5ue=J3cqKs zHWs9+A6}}+%KN`4_uk4Yrtj6hPLsd(!8$Vz)ww~Puf1g$85nq&7#IYRotvCrlnQch z>qJMt!v+Gb>w{9~-|(B&6_qL05E01P>7h_I%{Ev0(UDEPm*kpNrB4YJD#o*$`(6$U zNqYJJzs>)PDKUZfGAb_gGUa+3EZ({%%X#N4R_$z2*ApK^J<^osuh_dYV@t|4`>#Tp z$Kr1a1@wGm@!a5JaQXtD#HvP#FCGWkmsDL2WfzcfWEINF7U<-#O4H5A)Z;5THz8(r zk;m3t>8+mAKlgG}&AV@3_Vn;3vuRglnrwvU6!D%hvnr2&cRbhq-QC*V{NG=0le8+_ zyzfXHgW;$6z}__07i3C%Sd)(R9`?82 z$;V&OWyI1_caAUNxQFF@*%@lyEfSluOWKMqnk{r?+qpt4xH#qjccQuSvgF9dnT~U$ z720PSRF@ka!9#>(Zb}2PsuadubA7?6m?RuH9_C@7B@sjJ`=AQbe zmnXp2*DLOE6SU{mwh;# zxaZ?Srd3`0j;Svct~TAX{~){dj|;E9?cLBeeZiCme{$G!e>O_5ciY|Oqp@>otNT84 zp1GeSz3M(?g7qz_Y@Um-AWu5o2@8ix5SsD}Eiwh=y5>Y=LS8kejux3@( zo?kC#@2~$M^ylmA{`K=}S06VP{r_qD`nZ4pj=w%rEc)-!?&tdT)&Cy-UjP5k&zWrZ zbRT%M&VR&XSim0J@Y_V#`Ep5v+tJ;bbCwBQH%ZW%Aoak(!jJV{q{E`aUjy#8@^epA zE;%s!^KsL4>Y0YmBbfKhO*4I9xO9m-_uGQJ>9s2l&wL(S`}}Ck(Yx&*Vy>6(5q)s5 zMorE7+RUEdkj0h#9T|r;PYJT8O4~YnEdIvvcvgIWVNigZx{S@C1?(HIsV=WL^3`j5 zf!d=@7X(EXuKW4yhvJLCMaK8tpO-F)5S#GAM=7ZIv9HB*gUd#3l7SQ5CoH#`q~5Kx z(sE9r;7d&<5uRfmhI7x|O$uCG9sNYC_D26nrPa#ZedkL~D0{5zdUJWRMe9wU(~{3u zcKz*{+o{QQ(Du|;m5kcfDW!t!GtAq5E4ux;JMAm;#KteeOLAt4?^12dsI}EQ!Lq1k zC+n3-m2IER)4r{p^De&BZ~vy8egAFl>24@9%}sx=cBkGT{rf|k{q0ALe$LorzwFKb z7pHP*0s$R z3z+8U_)~nwa&^r)oq0Jo4^Pqc^_QFxsP>I@@x^U-!k^tVlnoEM9T)4~%Jf8f=Z)~N zqK(`iy`)-ZS6{!iXN~VnuLINF?$2wv6gjtLwW8pzeD_1!z8zJ%v?1g6`s75dK*87i z2R?bWy$|g#3OBesE zZ9cYj|~`@%6{FJdOxc^(%}aCvsLRzv1#d)dnahG{i#&l>7YIl1@aqp)33dPi?1Z#pZ~ znlkOs)4oM&pSko-XIq`JP`UgzaHf@b-?GECZ+7K}-SV2nEA4S(#?f_olfxr+R)y^| zyY8C%`s?l^zw!W@0+t+Nf&!}9NzV%k! z_1x0h`&-%f<$kR`7yM9UUfQd>^8BLg;*8YPl45-@1+Ea5?9HG2o?Xtj_qB_-_CD^}-oClwa-CLlBd^-@I?1XC?f?6F`~AQD@BjaJ zd6|Fzule_D{yu+S|NXW7zYmAw|DDdS`}`LqH+%iQ|FiS|e|mZT{r}VZ>we!gkN^AO zU;O^x+wa%>pZ?yi_G^2;{I6%P??1Vn`|GTE{NI=7_y4wmx9|Nq0+ z`TzdBl;8jR>i7Tu&YH*9e&4^%KfeC=_4|LV{{A{`|6{rR-`n!_KYp<9|9SiVzo)C~ ze}6eYzwU?q|4;vz-~az=e%+$}$7S>R|Ni`)zwhto_4|H*S-=1H*ZWKVU%F)UtY7|D z!@u?RwZC3}xBq>9|F4Iu>wiA?kFWprmw*1h4~D<^@Be!$Z};~#zyADv|9+M4x4ZZM z;QxQ$Zs-5|`8~e&@5}Q2ae4N?*MI$N{pZ*5`X4{1f6~8S_uJmC|3`)V^KU=**7p4R zxwPi%zyE)aFPC@!^ZVsr*}wMk`tLs1?}_{KeEy%G_5VIe_4nU@{QLHw>Ff9X|MKbW z_5XkU>wi4#e?R%(ukiXGU)IO}{e9j3&*km)wST`{exLS3;=}j*b$|aJ|Nr-De0|gZ zv{`MpryP&}|LXhye}DP!*L}XMFu#7M{h#&c^L6&_pOXLY%k%#FFK5I5e?Gnbr@i^H z50@o=E;n3e;kN7V*$HPHpUr2R`BH3;K z>GyAs?fUz#M9VDulOE@@>)+D@`{$bc`d@WvdcD2oVS~vZA3r_aFaD?S|NZyJ>wie3 z{rLYi?U?@Ip8u7}$Mu_i;@KE){}XPmG1T)-{rS=M@3Z6kkM!?<{5#yf=Ii$Tf8X8S z|L@iA{`vp@eE;>o_t)e2pU3}ycx=Dp-;(>!f8Jf+{{8UD_xArE-2eOI{{8r8zyE(* zZeMSg^6xYM{k{L!*H_Jd-oF3u^7{Xu^Xoq!{(WTr|JV6-|1b0B+W))o>7(=f{$2k+ zZr9Y`|MzVDpPoubwf@V-#qMc7KWE-N8MEES#+iNQ8?%=1l7Ad)_kRfc|MUC(y6>HP zZeEwKfAe|1)Zd-I-pbq6{$Krj`TvUlH9t=;x1S&=XWu)aF0tkJ^8J54xPL1C|8@EN z)B8UZ*MI*S|L@1u{~K$6JzO3C_i_3Ef6wjz{=9!ep z!Sny~+?;=*;xFe@`Q=*n;a?*6zEyvcenj`rP6feZJG_&oZbYI3eI0WTt*_L675|f4=wa*q zrxLqm9#1&pnYMFnum#h8rK!t{xYs{#47sw*BX>f_EssaOLZL!y-EA_BciiGx;rruj zPV*Hvp>oeR9xk~mg_9zeea{bflwR^_R^G!{`w3mQc!H!=7MV?|nCvpu<+Y&yt)6ve z%2~pGi?#{YpLLX0d32Gjb44%2#>($%d*+9Ks#~^_xmISJRaxt(6s6p0 z?iu2_MebwD**8(fi%lP{zHjE8ty1U?l5!SO7y4|`zWsAoK%KpO-!%o%wKJERdbnh( zd{pby>b#~rZ%t%Ow%C?5zH2&{q*NZcPmxKUenc_da^i{8CEQoEgWliYdd|>EP1`cspraswoPog6S{7#LDO0Du4JD1 z{F54fKScB5XPmP%bbKV(uJCcfVs}fEqD`G%nja5$?OnZR-A8WGgNq#eIm|m00u_7r zWG=~CQaUlcchcHGr`}7tRa3UOcQk-d(G+K8_1P%)?rvqF z9y^DVN$%ydH4|4&yyiO3cGK=+rH7VBKg}trQsbB-_wvUYNMKwNx-PwEQ+a5cgp523 zbAL&b8b`$voRxd4l1uSGv2A0{LS~zjC@04jg^4UuQ zpKtNGs4Tm3^13T5jQu6cuX$Ycc&&6^?&eyni4k*?*7_LXM+zO>Di$0i-Ct<#axfQeunYtk<;Q$iqtu3)_6X-aKdv!p`?TIr>^If zti2^i{j8Ef&QpwrIB&hfmgq7yUF)MW=BBnm<7$zcl;usA)Hd%77VYgpkCukFvG#B3 zyUEfim-)mOqOE#LPQOrVDIXG9HO*(H%in&e>J#tYwIdaRH3%lL;dgri2ez+}F9lX8rRG@Nl?v{-f zw<2V7b^6V&xl3~|c{^?H+i7!eO1-?XY4e-o`YepSU#v21FM`7`f5Wq>36+x5f2^IK z@L*!!O;8w~frp`?_2e0Ilh2&9N)u+WyH;}M8pMUFkB>`r-#pAEpKX)=H_Sq@N-}oez^%+{9ZusLQaKYnv4#Zm_ zAMWurJx%S+|L17%!Q*%iD3a6QkvwCr=b3YcY3VZ;#&a+&cNe;8T9olb#be&b;NCqe zx19N~a#?iQHQm_?3nu2>goJyf^6u31OPd~FeW&|++S-ZMjtEga{WIA1&*0lX1GE1dg3C4rmnHtLKQbjY#jZ|~BV$SMws|iuoH(f_6&6w9vcYEE z_8Wa1Y;rHB_zHaRSe^s*+Qhk=xIJ$c=J%{U!SUBgz{2{HW^{j1#*-A`rK0=32A3RUO@0^>i+u>H}&h|BVl)HuH^yz>He>{%AS(FU2Np>^bd1v%g(m>8DIitoQ z)Bi+cx7<@uPQHHfOZr!+e>&B&9H!k10apl&Ht4(jGvzT90k2smyBReVa zqH=P2c5-%ha(;GladvWf_U?54vh#8`*sgC(=iil{{bb$5xe5;^zPp*T$na=)+j^GM zuS>e8XL7R1y_^S1Ro~&M>h5OtOPe3>eS3RB^)|P6ES=Lc!5R7l%k{HyH?`+I`1YUu zpo8+<&74e9FXuo@9Met3-yDj*2^4<=`|XQIe)HOi&dTbJMscyp`C4}qilaa^Q5q;m zn?iGRcFOfPjaS|%UVGzsJ*W2$$hh8(Up3SnKUq9_*zu+}_7qRL`>r(pU1`EBHkV+! zsv){|{3?+yIeQIUmp>?2l5IA7#RIX|EZUi!;{I|x-EuEyfjo5`>Zv~hlDpITm!$D; zOzW@8-RAaA>L#a z<7TgQw*(h*^FAi`9(hwf@sVp(QzN)cw}BVj)hWl{Og!?&@YtKc<2g-7^8Z#%iG>sd zca7$x3G48y-V6GqAW^XdEvx-IEaiEo@A~fTfoxC2n+|+DQIWLx;|aINGka4OB{t6R z-LU7*G>OfeY;uz4b4}##WZ3MySW&Y0;~O{YwEnU)ayK7KC!disd~vAQJ~eqCD3T1L zmDOi!=x^xg-Mczf@^O+!Q=>a(^i90-CL&;4ASlv7?IW8@rn7xR+;-gX->|2zu=^hS z!2{sbB?nJkwwsE-c@%w$v z*A~B#vNS0YN{M~&rDN}-Er*z|aI#6goZ~BS!Q*)jq|{$CaqedINt++@J-H2X{DXoe z*VCX)vBb7eWtP*~ec}G#5)vaggiqf5cHv*(6M&sc3PSyqEW1EdpDxr53%f0cB9 z!*u_uTrH@}u7jE%yVBszk6E@8XW1T|W&3g#sG2^Y z9J?9Rk~s9&^``c`_8n(WH76_pH^h2NU=1;;n}*d&hSv9X@A0)t12vpMEgev!&uCuC zOTZ!Hs@c4bre zo&&v}{7tUCX>&Jm3YlJlMe#L_n^LM*GWs-sb6>d(N*N7qLZBFa@>jdw$Gzp$cBA9# zvsjpWCtc$ZyZ~>PMk?=4Ilm<3{Kk~?MZRCV!NnDm)XPa{)ugy>3VRbOBd=E!xfp<& z0-#ugIx)Tf%@o_oQ)KNKwne(V5C@g0?VxJENGN63LboTP=Z#|o6(us3c!Sy{v9Oxm zt?cAH&y#)b-*T_1Mk|+tyquE#MCC-y;mM#jI!pOiVIGr9ilDgSgU6M1%6XNP^M)zs zt71XJRsWQEEm_Otthax}PexI7I$c(j9}$|?mCg6aKlCfH7%Ap1V&ewt)| zJO@*|vg{^E&C<~?lDPiI-xZ?k&kNzO?6~xvZISIcO$Q!&=%0qRncZhUSp z#A5?;;)97WC*D+sJJBiyR`>DU%vn@;XmifC^lv=d!Fp6d6|^4ITQ?D*zAFWkEPg~> zR*hCxcU&guWmbLkGt=r#pxihKlpCi*bK{bWNz>o7PI>dg<67=T)!7OklYNyTJqXPo zE05g^IrU*esaeE@43JzPqQHRkVjo?f^_Kg~=g0L|z>#n5_-MMR?WvP-dN&WwPe`5j zSgM`<@FI85>K2X)6?l7g;@nN*lQun8j@<6L92~rb*A;?`{&mwCQov zrCi0=(-*t%N(Ghjx}ZRrCMvh%*u9WhkJ+^On;P9fGA5T`jrHu5?QdGQyxDOfJG$hw z8b^kT`^~Q!?Q&05Jmm5=a7{``-Fa|PPMd2#ND|zxhIVN4ZgOYd^v=229XAD%nIYYR zgS!13U-=Gx?&V;UdN~ag{xAowfjDsbjZNYprRp3RkXHH`)^|tJ)>lY9%9{alofWt% zp$TtzEPvCwbsl5FKwEBV^jE> zogYt2IWBT%={&9s9!c2rDERk{*n}8*I?R?c_C$g>Kn7H{%za zd)T3{(J?FK`iX@TCo4#b_iQjPjZU~-+SKUgncc#X0Z$%lCeGayK55hS8Jogqg7TQV z^4v|3_H1C>qx7%Z2R|7dIwk;WKc50smcj7K((k6W=gmUz>A6!|Ay!;pAJgiyAY+v zq`i|S$*wQWU#$o3R-e2kEDKJ*a~__OI@lK7*#1qB2h@{McrXz;%GRr-9>4!%+a%UA z7nSF30(GvZterSn;WWo?*^S|Q_#{m(X;xp=1eI?vU6IPxsUTguJ+_C6JrjrYkxalb zePH{~@TRAx2PbdDn#Z6)53)u+yDD@Wcq~Da)yu3pIJ39h%;rWypmOXcBZ@`%PL%-9<=zPB^jsK z9OntsxMx%JclNHhqqk}k?>?Ryw=36Rx8e1~o?;`l=h8WCXLfAj+xWv?gFWfxo3j!k z-tGC#E7>mp@)0=QcVAwkOZ4;i)>8fms|M-EZ`g_@&YYZ4*vR1*|82uD=G)DMFQ&eG z(BrtigwuRRmciQdEbHG${cBtlzOg+%;<|S1k>0|xW=o!DDQ9*Zh*SNN+OPe@=h(t< zs~%&vy_YiYK)khQ)8`)`*E!TB-sN|id!o0nEP2l11V5|mxecx?J*N*xB?TnNbS?F^ zOb*bwdy03Nl+SBpN1ff%>lbK*={ys^ChEQZpV^GLh8ok(Ju6xFk?nh}@wz+He!P9^ zXer>my!hCH2&;M0KBhCSr8h;CIsA7BTr=Z>{u=FReJ|KH8?zm~Bs=$?NuEeSu8J z($`iX=Us<8ZzD+0nm6LtY|F2EALC6ke`dw=Y)SD{$+Am{G4rlh>^|LGs4?x`+aAY_ zC54dCv+17t=fymalKS~tT~m8rt($3`{J?u*8eg-er19fiU7pk1Tjsa4Ft48!c$bqo zE)yQTUi-p3E2b{kRex|-oaeK15?{QG+7Hg@nJE_0nAv_SNWV~ za5W)nK4;v|tF{|o&0DZbeea1mhA*bZrRAL|l{n-1TuXW0E@3_X^{UG*K{a*Gh>v_2Y`{v4!DorRqFYsUhWO zLz**d)heEbe?PLSy6M%tFGeNJJB``)8m-!$=6B3T@?FnD{c5d`-!`#7zM#E$moP*I zoYwbzT3wxV)z-1pe^b$Z1F*!r*9J2tp9>X>s5`o2&%K2Ga>o`%fNbi5+tdNKDdlNh zA`eKy_Ijd$`rPb>*3#BizKMv3V`Rgdi$6$XQf%~hfaQDGGlFiTG70o#;@jS(6C+~*~ zR>yb`w`5PcS)niu#kNW@?cY~zH-q9UebTbU5iN`xIhd0&pBc=UYftU+uD|>-K?s@oT?TRCuaXXWpFw3C9l?FZP^%e_wWCk|5tv zueOL23nC^}8bfmN#y@Z7MV6hPaCh^@8?naa;1n-;bM9H!ZMw-Zo|R3n&-XBI?0MrS zA#(b}yIIiE;{3arso!~S+DXU}?Yuj1I$^K4BKZsq6Q%GG(g zQcIv|qvL7$_cOby|18ZDzh-;XXqR>32a(e+-p#U<+y2(Ukv6nA1kEzyyeD)6Hvlnomy?-~e^!pC+8)b=imBA*?Z*eQX ze&*y1&T{!h`qgnC?Lt9LECZ$b6sXTCo~D04v#I*eqP?*Z*R_>*3$yJt+5}GaDV|2v zH@!RKyXAYF*Y~{gllXFK1=Ok!r`Erl8Tx&P>D{u#yB(<^<+kVYdWt0;&*?d-D!kF7 z)Zcl}rw<7-poD#BL4;fBb#SRR@2FN?ss5T>$L}8A#{F7$gGsUZjJbvd2QHoQd_K!f zq`N?smw8U2pU$ZV%=jm$Yk=bYhF5*)Up0<3m z_Gx01ztf?G;U_UV{bm&y`j*Mka&xrQ&M2Hw3HbGawlOkmxf z|MollPFM(F79MdCrTx=wwsF4(dEo4u9#GM8?%Avd+h&I!o2q!6eVLsGdlF{usZdvEE^*obhQnTOsVv)FBT4pdlas}}XShVAw@*7H)60c90XRF^}dx+$WrTz}2( z<4=`txBmUK|AhFl2ZE<>B)dV1o+^8hM7h+}k1jKKZm)(8zKE(hcO{;KO4X^{HtwB;m8S}y-)4X8u;$>4cP)$?;iX8DYWy0P zBVGQ#Z-Bg*@(x^WPCDcHT+01Vn8%Ky*#_nYd`B?KkPmhnKG-=_$oD*b*K$yKn&3Ut zVu|9pJ(@Y*(T94sx0qkw{Lw*2d5j?^Y=ZCcB`IS z^%VLYn{vCO`wxe?kK}gd#K(;hZWW+%qy?JWI-a(FZ*2Wu@d%>t@O!q+(#5jJEYy=f z860%pD`CDwME=JwP|lfB4hqgncyLzAM^yGphvtiaJMF$${MZA_X@U1Ro1aIxRi+m| z^!%y)*emk!uRivt4myj$EFM7GPW@(hT03Fs?^Z*NX>}^A49|fZRs6+ww*H-3 z=p2>yBBI54W6vj0X`=BSmdNzqGi$$Rp7Q;m#`{@2rO%v`ut}19I`{0+b)rIg{*vNq z!hA=KPFW`g=q%oo4Q+tz-^0IV4}ZWt_MqjC2zU5dg-aG#idE-(&-y5HTH}2)$mL0r zPvM2#)7pfmw(pK^ijDZ*kvgUP&;$2{f%i;{jndSrZ*7`xyScbrc@IA*AgfZL0r~9a z>WlpEmAT(Dw|u|I0d?O8FJtw&um6g0+i`M+=Ox#?y4hS5xaK0qd(1QV_S$u}pxpK`wnTE`Q1zdu`Qq1B^MV>EqVKELfm@6b1xKwPelj|Kxe-+L zVy3MVhpPAZYy*c!3$$=O?+48XW?Ky)r!P?f3NS?CBS{=bn6W zcN!$=8y&Kqoh@-fu$$$p^qcE{7szy^wt$mW1w2_*$VXPlEAHt(HmUsV9bRxX(^77B zJ*0q9^Wmpig{ejl1F$6h6NjpEY;U)gf*qld45{ERyPUgw^7Oo8g6}RW%7E&?Lkq&) zVC6x0UAcT@x%|T2{hOxmH(>MM*z<1PaZ6A`^Qq+gRbD&J_op2S)>*u}A5?*Y3KK}1 z3{>wFKl1S97-z$OeU>gU;DKlHmHODdMEKw&2D`T}$5{0;P>}5*9}< zfqOj97`H!6)34rnG+o_BqCHOauy)D??UOKV;dSNnBg*@4f6o!W_VrZ6hjqtq_7?Ir zTfU6xtPv8@^WXj><0dGY7w-lYA-muibNBBfyQ=S))PqX#O|AFAeUP4=pc15IyQ6TP zMzGB$+ZPoI;F>&15~*!an{>Cf>7CulbAJzk>KU;;uM7E-=S()V?0vF$f=-3}wTju7 zKrKOxMn!GXUE8?-_x09P9|5&t0(2}PCBb^;G@V1dhns$@f-?0kP{LZg8=k3m`>)yU zf8nk=$o=+Qy|9Q|n!2+w;?2QT!7=wgf=a9saMFTBcmz05<}cXo4{CzUHLN&dv|p*yR{HME#Cba z68f4CS!EABRa`q`W6wJ~^hzde|L*f(Z>8Vd885*+zh&0V-ksn`t2}6G+;aMI*ZFno zG99MUcjp=?OiP3HvDQ54p4t&%T=HE%;(fQNDR&T0v^uhnrt}m^V&R z6f@G8mIBkJW54IT&Yt71e?c(!EW;hx%!`AU1EDc&A>VlsfTmVhO*VX5r62_*uKaH)D(FLsz3$rK^heb)8y}^ zi`{!HdjPEM(C)OdV+$hOD$7ZR36|x3LE~@!Pny z7g(+@be{!^Gt4sX46G2DWcVkqXS4KU8Mfj}J1=$2UMKkO?}=?rmFhBGpxR(Tgd0*d zI6tzofA+3CP#4#z{208ZI9IWB!rnKfkqNOz4=-qgEZYmOtoM96{QJzI-#ia%r!D*q z8jKLU_cf;d;GB|m-;334jw(H@je6X*1;de_b*?>X|K8gAUGmWHB%KO%o*JPnQ12L2 z$v^R#chh@E`Ts|YTjZv6C+UJJr;epF&6^>84DFvus!Cyhc0k)9J&qeyz|GZ{ZLcTY zJUuV$PEl{ci%_FIPHcN8otb?Q+Wjp5-dg(o$C=e{4^_=?X>nZN^KRX9a9_Ol3FnNK z)2Aimul>N9(c&Y@`};*9eT-eu=q^t$_SM##r5ICZpKx$(Jg9!h=q+%+e)p04Vp(GB z#-4Y6pppcfLv@Vj?bYDQFkW}@li9cQG z&hJLv`M+E(K%GHQHhTllW^eXwcq11c0ZLV;PrPe67_6hbJNsG6nVQ3|&$FC1zb4i5 zYM;c_xdw=qd;0pY{kzt$*>zlW=k3<7dz5%&Hhi(zeNg6DjC%5^UL85rJ2TX4TKJ^( zyS7SQ#ZrQN6s*17`uERzsUuEoM<;^v| zr>fKE-)WzI_wm>#Q1v8v`Yva)JJ_8|ibX$ZWPH1K&G7I}Yfya+u4gvE>zU2JPi?Bc z)1A6|!#nqd8_)O1rJElESG`L`=Pz{LF(<92jSrVLaF6$NL`!3F`PnzeAi3sYn>ZKe z^y!LrKi(X)0Cj^wf%y&|nD6#&dbiK1JihlScu?jqEVB1JxWsnoX`#l3iYWyeSc;$2 zhqbLA_DP+-YYOfcf|T5hdDFSK<@9M8`FY^(Bu48cKC+_Ue0h%eHPO>I(%TGvti8bT z9@HtR9nyN_1~Z{vPF4^$QRZoxCU{Fp^t}AS*l*2+7gwjZRUe)4V(LM7i{j*Wt%c#1_m=Dg zb;?tcju;(-H7PP%&Q6k?-fp^XeysuKc*vVK{~8xX819ab2-lf=7d)5;F0PCYew8^k z^(C7)mnLZV^qhoE#=+rnh%{3;m8g;mp@axif*wW>#mR#ez<2c0UC@B+yLZr`hG}>2+6Rbemwo4c-L-T#ICX3+DPLa9yC!+!ym=3AKW;8k znD!3rsdBid-hl#rx~@6ik2y#sgYKvmf>&3)U$kL{hGJTbr3YLC6~ewAr_@7bV3 zUX^0nKOfpo{P52%R76`6+N%JKl`SdeWo8RH^tAMBL7%IIfVSjQEX4=sso&yjw5Nf( zxYB11N{DdJG&*qCeSME~d#1z26BPuJ_Jg{sd(ZPEFMu}M zix2rbecN4(%wK{b=1j{!@)OM{GeuF*XU3S7ZB&CC+$0KNb9Eab;?Z zUhx@SethG+y7ka;UhvRK_KAwQ6ACK#q}m)cT2*bd3f$n{1!+;8PfFdtD?RM4aLD(Z zkn*#4B$<~-%!15K9Fo28B~@QFFYQNyOvTjR7k&~SykLW54?;if^*XY;LTVGJ$T)dN zvN`S~q*qWWRrpckVVlW=RVjxSMw}GjmK5=Zjgcu#lfP@+{qEzf*Wgyb(|3?&-;BxU zriSgqf4|G#0kF}6ZG{o38fdS$m;OZy|Lrb{-%TKI=`|6SZ; zq^B>O6Mw`)pXmjZi{rqF}j%lROVk{`km?F-h`6A z^SlW>bCNURV+$q^L}d?6z0Gv~&mwFC68buOjz1U56~FdZV+wM|Kq%7QYlltGhLyUH zLER5fR~l(Ft~&AIUWW>Om853qh})X->!3*vW6R@8?{mGByHZ=eCt)-nKz8*vzCEjegiXGR-*jw6w3E0aV9gc6h|a?mdqG3eGVf*3AUfAAP zb$kBy&@OhJ7v_Egb@frKs}#%r03M%=vECUQ;jeS3A)@7E zppGr5?5REbx+zI;-4xBZt5pGdU8WKbu~aXGZ=aMU?)7&%bU=L}xc4~8@@0&$-NdFs zRsA1N7>+e!79;oA#qP0lyl>w4DAu_A*a6LHkm`r-0K#6-FaWe5 z-u?T)uIf9&S)jph(6|pM@t>X3Gc*5&)Q!{gglrt!3tvDx88@N*)VQBFYZGqT>bcy~ zdo%sN?LN?y+os*~AX7zQclcTgDm}S%ausB{QbAQkgd41?h^Q-*k0|Tceh8~7;Da>V zTW-!Rc)!0pnFrCjlA!rcZR0#|^i+(144%e?s)6=NjX z_b{E^p>Zvvr2J4r#4Pxn+a&!krKH{qclRgkom_tCfS|WAXqFxnB=b5VPCQNRe4YfV z3ehW?`*+>1-F1KQZt+EU1OMXPn=y}Ds*?rREom}e4Qh5{8`C^4d&hxg_ z7cj^4e`)S{{>l8Y_}0Gs{lA~BmcN>`&ey*9?QwzG^Fx|N{55P^K;y-`56bj-E|4-> zI-yp%{!!h(<7T|uMMISzH)h$V*Lj+z1ehuxh1BGZruIksb&mE=c;ueUx(7BU8)P#( zTjt}=))wu`uJR~wHK{qzKx5j(N3h|W`H$SEJ$gLzBse}rKY->WCO!fUhqt|6wEj!# z`VSj6fOFFkVYa**|2g4RQ*-Ydc(zN(U*gND2!{1DCmUYwP@K2-P3fV~ z`WEN)Jpv#Jj*pO5*N0R5ACB$wn5uN8JN)--K4v} zTMa7?7+LLs=69}nyM*=hmAA1SS{UKh4w`2vseq3g|L83J!D;nJMfx{)@`sMpl8Uo3 zY{f>)CP-`Fh~CXx_O#{`qp%r)oV0IaY{dH~pyn;l zv)u8hpl5_*7H)k z^LyuS9?@=W>i}xg?$)-wvjYu72S~$*n7p)RY~(QCSFhjp?%XkKeJSJD?+WK{dJAgV zfX2gNtDBD0hQ+@;Etkmn7PKS^lt$v<)eop@O}km!_Qvk?nZJiXi*umm`f8pX+vOkL z^FNXnamxYQfDb4j{q?tTzpfLKIt`sz-eo;IJL+TQj27+fn-)d5mCx@*9)3KtIimai zUGZyoAIHBgOSIj{!Mq%4l9z3d=B$GG=kMkR>Ktl}=)QQDlQ{{kAuF2icN1-rcUDlF zve?6W{zf1DLa}soAl8-s1$SBQ#zML*yEpIrB=tWdPICHm(}UBUK;;O=x{ub<@2tCi zD_MW%PB!WQE$sluw(53=&C};T`%&@+R2GBg%)#p>pe-BFDCuveo3#^X{yv)UuIC{0 zw25~?CAez#AC76kovWvV*HpX#B@x)dln!FPwM>DT{B;J!^XZ z1iRwNm)mbM-RG2KPm;vwRf$i#D}Lf#_nABTkcI|y)L8kRyWpt_^n?7GLf zjU3abN84-yjZcAwJV0x9U^VvryW!XFKA!dA?V&1l@C?qobu&S$9eI??%D-)DpY(8J zE2!?pC=#?^ztb-Hel-Fr0UoA2_e|>KWPgruFTV|^`mxT_KnF@6&NZlbrw1GHI3YIi z&05upn5)fv>{y0m!mr&8fAMbh#yg+_{^H%QkRZI>Bb_Yx?k^Ab{2C{08GGNRcXH)A z;8~21b3!4Dd_aR9=6e=6@37(d_!_)65Y(*&4T{1RoZYQWy=!}K4rn_6%3aV15OiX# zb?)xT^XhgVeaj<11zVW~4UHG?Aj=IvDJW;%#5X(Kb`&)~-w19gp{x{9-+1r;y_k)5 z(DAyCR0B{QDty#v#^iIRhyG1p-=n?r&Z3AZ+)1{^F*?UwHo{k^g6bL0qgo$lUk0_Y zRG{O{pn7J*A!bd9@E||K{vgbiB5&XWed@`EYV-Dh7G>VOo8V^^E*JFX-Iu**l_7(k zxW@-OmVPfchmYm{WRvYKtkf&){|(A&viCsiH9zD*7Ct83eE65ybz@S+{tfFQst)cp zJeOzCZg~CVjPIM>BTNqO_-J-q-vHFkwgNlj;a$ig)gzk@|7Pz>I{Kk5aqgW15;n&# zY2SkeKkGU9c**bo0wwZyR)7XRpMpBBdhcNapRxBq1E15rbHARK{8IEic9qYUY_3^Jfy(EErTM=v4kV$2Uuy;CszQQ+@`79!r$L8C9b_DF-L^yeM*s;l&0vS+`) z=ut1X%Ijz58Y)0~rkmAvu$|p7CwR{i@L*cc2W*3BRU0t|)Ak+Qwyj6|HN)?MV9W#p z9x(M6xCdTz@cbQU)&$(?p1WG7K%KQVUwFwLP)viSCsEcCRVO{Pjr$7DXK^1uW9gs) zVfAFO3YEXwwb_~v%R#H#;5}scbm5U*)lKi_^`K5;%!pXBoL^J!h8)&B1|4H%ea{9> z^q@YN@|xb-)R>bWZtMiF9|BJwAuUs=PP%Jrx3&zlOaatz0j)ZH@h)dwp-R%kcXrEu z6kuQ60M;d$4boM$T(TLo7+Lb}+_R=@KfZewer)RZ&5S!(&RPhZ#%Pw!izx56&IirK zd2jn*oov*xG<=Wr8PE97Q4b#a^k@s`WqVuV&{m!W)@C1hH38Ht1}#@T$GlEnHAXT# z;-eqBE}QPDf8WiEEcd@~*SPa?pw6KK?x4{QP>)u9ZuX21O?=h)ry0&SrO9+m?fu{< zfw3a7;%_~CDAU^r+FHtvD9mMk_$i3Z0yKe*xsb?q^9Q-|O}F*dd=K=H_@QwHKA92o z;G<8^>D0#bAOmcxd(y@38Ml1bS^TT}Aksn|p52c7jn?sSzH4441716YI$M5z&7R|b ztHDj&Dd5G08+$&TdnWZTvT}Wo_I63L*u}VXRkv;jt$&LyHq zFNT}`{miNAwomg;t||~XtpOgn0IxAK)!XR5*J#}m!FfiYSi@}7Y3Y z31t`!RLAR<)c^pH!CrY_btxrCp{E3dNCEYMC72h{T|S`qWRmmhjzt*@;@j& zf%ZNu7ks~7J!WQN=~+;}4rQQ^GwJ6;(72+wKPcTJ2C^p`8rujxn7Z#xYTxvS;HDaF?hnNb2wh40QilQLeH zs}S>ZPm|;kqg~ao1|_5??x?eWxA?WY$p^uW{EJ9^iWtLwp>=nTRm{Hx3Jr{=$KDO^ z;uh={hc(^;Amd;r3AqY)YiAZDf|j#kG-<07@7ms*zX>!o25Ov|&uBK(5PSJVvZXTh zPQST;f2txdRVyG|Uu>H^eygDt_m-w~11{rz?e zyUya>{GbW~b?IDV>32rh$ltN1a!6gIt-E7OV?pJakH5jKH;e>ToA9u<;e(w7_dQq# z95lL}^E>d+)6xT>byx@cnYrJ8`~#^WDj@q3INs;1bCO%^ykpXF$@3d~KG=ZDVZKlT-i5f$s^&Cf#e9e)$BE zAsjxT7W&}W?C@hxjUI|-9BPbMJP})`cD~P+*cKn@K7yiyb5{cVanawmUniiKr0VH?Q_WNU3g@{PmPD4Opb5832KpI zro)M)-z(-ngKkTJY`6fqF{V&G@6g_Qkwh$qKvsbUno%YS?KXXo`!0POJf;R&o(GvgGI`KcerW2H zM}9NGy;|g2?^)!Ullt$4wcjgG`F;{q6&bUwd+`D?@bvRy>Ok75Z_*}w(t`R!r?n)*8lln zxAB9WW5s-rIc)1etz76F{^mO$nn5e(4tig}+BFq^{Z6>#`^gvYS{iRGfX@ur=Vx;# zDVpEO`*9);>tIP|>37auzf(X-3Ka4(&kaBm3d_H;iFOw_?>d@071Za(93K#V{qEzp z6`-M+lVWv<4icx?1kmJqw$Bml>8i8z`;Ul=AZ?P;X9d{$LDL&&PR^)2q8_wi`rb1i z)s|u(oH?@TH_Odh&{WTdhE$#M>yRb*Me{te6)bBN1iK3rrh&%BFvd^sG3-?Hs$JZKc<9=P~DuF!FdkVCA!1CbA8=x8{Cj`s%%+Yjv zP>TRO)emb&@N-UA6<()fJTJ)*OV8zv-R3uT&Smp^zk=Ne-T>lvY|rZ^cAZa~o{LP+ zu>~#lz!)D+pLX}LX+OBh0$Pw3Cka}LkKLHmu6ciGJh{Vuuc zH^|`+*cWcR1zk$9YoY~cg7>3iFF3M68+}lA%pr6wh&YxUY6@Oax#!W>^l#VlnBQ%8 zv-onV1H97f1+-1N{?7}$%`fbnOXjCOsY~Rk6Og(X3$AP>(`vF9s&5|V&0nM-QMGbGCMx>>tpOpX2(TrQq>(-6!0Nx0&kH)Ze)k&F_5z8uIgiZ=>>mXYBpX zSmpao59pxBms1|^a@K8n(ENlWJWq4o^(xSc+gYF~$;CS%O{4Qkx^>0z5ykz{%6a17 zK2Lt2A(r^y2xt;l4zfiic#q##ulu)o%0uiV*pqbKim^0K_k01b1WI|(u@pR60UG+K z>E_>2ml|`@xrsMdl08Y)Stlhx=Ok=NS_IhA_ys%l-HNZD0WX`0a4SwP_T|3k?6_l( z&JTeMP=QbaYT&!T8~EPa^v+=VV8n>4?{eodVlurs!;Auj$(!0-h+sSkMjX8hqLYUIn1MCmXa38PqZm{S>2i z=xOFL=>?qaNs=g<(l>_L?^&<2=Xn0D+pS;wB3c@ir=>xr0envGuvMwf&OG_S^F&*B z+*(k5T>)Rb{6Xtyoa&>iTzCI+U;FB11R7EUZP8v*+?&!V|L{}Q;pes3He$jSReH{5 z1265eNq{atde5%2=WTa^bKGO~XP6CXP?rKUcDlFZcI#KajU3HMlGVGRgUXL}^)^+d z#>BO;Ob7c9qb~v*)Vu}XlXG|O*-)`J?^?7od-gYD9nAQBYFBlQ&3$n5;3_EEpc~7s z@6f!c{rHo?v3717tQ{YaE6Z4Kx0c#-^@7()LE?Mj-D@{a&ts3V^RoDI3bbr#J!lyk zc=`VNKX3MJdLy@gV!rq_+k}a>u?Mt4%Zd$VOy2kGHt+Vb^!2;X%y0+A94?)v+J#xIl#}aUYsizq8hqtMklDl#D*}VkcxzNV<~P$(M&4 z%CCV|NTIA#@K543M=awMJPq37p9I zPWArkmN?#zYSTa^KWJ9mI{AV&Xctvx+qDBb_N)Qx!(41O7reMK?K}7D8r2k@uBFp= zOG7eto9MegNilKHMDo|B6IyEu*|IhF?#r0qM&FGR)2B}g)R}vC{>*qG(3)2GG6m$N zrh8BJ9DH*urrq$|$r*FlBD#<6m~^~HzSU|scv0rLcd$j7oJlutf=6A;K%=f!yQRS$ ze$ckor)=k6rQZ2%ue~wJkniZFo1n(cIryScgul9$%CF3VZ)V_%YfOug6S9e&1KL6l zYO$4ISv4B2v-b{YgUlt+Sn@F+?K`Wy;=k>hQZaWz;ftxD1+?o+U<+v1gMAeaTHyQL zd*M0ITGKO$d*)3xRQ27UFZQ@?>w&+PB{l-y<={ck-H<`hrU=k72 z!4r^d#YSmI)EzEQw>>W@KK$n-ic@1^ffT|C!YSWXjK6ayKl*D4nL?a7`JAb5q2zDv$6hlZSgNCsC7;isQThP?B!Zh%XrUbuZYf=)K4_@*LQx)dha|&C{61vA@H*{2;nH{nwEm>?w_@}A+ zmXzuVNONG>URQQrXLtIEcahH^v-{^HKqYOC-k#)tQwuBSePlAhwtJyE?WV1B*?C9= zYfRgCE7n*&`I@w4!bGe2$9{-_r)?KwoaK;q)pniJE%0vrRo00gSWZX0S$Eu0a zmgo_uJP*!oIiRscjJ0Lwb#@=Gjo8Nh`|0LS;3i8Mcmvy;bI)ew6&^jL{n$&7b(1w{ zizr4yOuK1o_rC%(P7ZP_s3U&jUCuhy!_Levs%M|-kZ*MZ`2y6gg08Pn>wxUpzjLk> zyim;NVR%kN6Zh~qtaPk4yVvsWy`sKxMLzmGa?7Fetsc2_{hp>(}XahJ(n1J^Bm+9;5 zK7PA?JNN6k$%1T0l;C4zshg^%?A@N&abBRxfbWPFD3xFgpYEBRw|m1qL2u*oV-9&2 zz$+!6wOlXen3iw8hrt)~=$KEtLBn`;m+$GVDerOx4{1UNC*nR#o={L3$F_nO>mWmG z>GvJNr$J?o80QUzX>Xo_mvdaYUL*ZcEaTg*%U#RCo1?LNG z*AnXwfrn2~nq;7jdEDIZSr1hkUV~09gI2O`-noov_HJXn^{;udH-eV;;m|bk;Gb5* zA4@NQ_U3^$5r;>8;FCS{)al&?MH$er1E|@Gw6Pbowskfy$^Z{&OfIwW?p?|0>KTw8 zHOA)jLx-wk9&G~+d4VRW{O^IfgO-xU>U&tu#(lFo8?mtmvhEl(WQ;PHyyHqWXc^}* zJ!4Rr`EK3J$%euaU(W_!S}A_wUGtfz`aO-tI=0|LBtZL| zeP_6HPHz`XW`5|f<{+qY*@(W!-@6<%JptYx1uEn~gAB$m-}QJ0AKS{yB6DC(%8XW? zS@5k>2B-PoGjqQ;w8|I1W_p?fJkij;=Ku7~n`4WnL{9o5yVbFdu|AVg^`732_PzhR zBSOr+C>~-yzu-swnYIM3^ z7hkwOE1&yFn&q9{2NO2SyxV&&hcE4UPu8^id(}_xeVzaGaeR;2>4*1TpGh&iq0?Ty z{adKgIp1wN_GNzI7XWK~0@nBmt}%X}y7#`<)gj0BOXN;VzE(YVrViWerxV^^+t;_g z=0|3RuG!_sT_?rZj~1QyZuR+i(uN4WpKBd|JKfNj1~Yc`~2&p4%gHCdDv9 zr@dzTx2ax?o>>KkVsk8$3j=i8Ys@8Vk}aQ9&%G&g=A2}x&i)$zX*Ji4_Z{Cap*zia z-}RX%!Di;YJ#CXL*?qPo(BA%GZefH@d#$;I&a}h(uFpJs@XegSqn~bnPq|sHTXSsx zjj!_ZT~9Z>FHPG7RuTRC71Oz|#ycd0^th5hR@Q-ZI`4<*oOtw9-QRh-f9E;uPd~n< zyty&y>dcc#3nEI>48LD3wx_1wrawWWgjt!6tOdoPT;{2{j}K&QP5?A5&xuLd6d zwEBC_%I`d{Y^|?U&#jE)sS~ogQav|PXPHQh(M_pu0_;CLk3ZND&i66T;D&a4#d_n} z%{MIgmU3&e3@Q#4b$qwlJmWXlhZ{HaKkr>CC;r9QLTB3H z-O@Z_ryt&ZedbvLI2G)z-nOTj?fpF2dwb9A(P8tCxcc@?-&-9qVK0MqcPDxqX1M;@ zhD+b>efwnpCvAz~dmops)_u@;+Tq>NzrAe#apV>ly6MK;Q)53`Q~~z>9z^;nKR>Pf z{DZrjK`yBivD#BzYrVNS@=Wbk=6`It1&Zdfb($p=-`{+ASNg2~Xu?LBdwb7;(@*vH zoXYP!_iU}x_FkVk{pbVt#8T_c$=2ORTXJlEo_^40ue*2O``eE;fL-%10_w|il96j3 zeSdfK)4N~Cdp_zP>q<2!IJU}oa`Q~tGf9S;k7k{`7VVwLV4GENVfCX6U^^Ywzk&o# z+}3|_Tiw=wS-<6Rd{3>WiG)R>B+s{1r_S)DZJcp$hu|%#viL7r%=z7ixc2pT2V-yOa5j&)0Q;h9Qv37dG!EiivZo=-R0@mN~%pI=5ngid?edgFQ>w(h4F z-j$|3@6nnTzgygUxA=v3OIMw)kLJnv{;N!_`(Tpgmfc&|Gm2gMxoO9YsG2i7jyi6X zxwZG)pN$ea)0}r-pE=ifRYcv}IGwj~4!gxcX6knz^mjV0_5Ld;D%Y4g^1OR7HEzl? zaLz1;TKNHL<^A2_r+2@WoCZogNtSzdAABGQP9aI}v?a>dM7`Hd|9kxFHfSPS_v>f*Se>Ql|~??>*-u22xO-9WQD3Y`=~k5AQ#gTu{)KgEH6Q-SEs+ z{XMDjJJY?r7SDD|^TZ`vKHGhLyRr3*qj$n@KQ?l^R(<-S#FBNSa-JfmdvK_f^XyyAOgSwl_lx%Qe^H z*Id(>Ru^<1R06Fs(q}i0a= zr{?eHrr!Jd{ue0WiAeE?tQZ@U@pC5xxBlxKk~^oAC3b#HDSHXBWOkP zYHIwR@@WWv|8dD@^^|)e$qV7;Xu5ESEJ_coXsZMZ{Ea>btt} z!;<8KuOvDuxes5Ckgb|2P_~BetXziS!i+oGxrNR1G(LXYb2QYkoYz<(XU5_4&}_on z?Jp&^wykmDc7q(SE;FdE8xKM_x|^3X?zhb^gm_T;nZZ}6I}cx)+@`uZ@xd!y9_ciP zg01fx)c8%R7aWzV$V&8UIhq=icJt%=4O%bOC9<{f7Hj;5wzLv|dLG_%)nLLmF*bYl zNP&5Wc{rrQ+SB;A%m{eX!)=)ThWB3g!;1dZP4BeQ93l+c_dshrt+06^Ya&FMYx5H; zgjPH23m@vby6`5muA0c=LLuWFjPi3HRdlazdMB0UaKoVeC{&l!HQUUHbWc*tMle@l#9d&paEfIF6 z;e*#2KHqtF&(71;{Wfh@$LpHtgpA(4tL@vgUaU)IYmqJ90n?Z4f2S^g=X<$3`&tu^ zLv34b*nfNbf=klN4YMO6;|=%N9*!3+2{-J&{a!Y2Kcp?V=EjF3Z~3R)et+<7v_wZZ zcT<<;f|HwfgFF{vwPuE;&f}k2eGk`j?OHj5)$u4>`)#P_w7!A0UGGnn^W{00B*rp- zN}sOpJY8^%%X~OzTpZzeU;hszbsn|J`rndqR3>XbsBRUlUi6LK`z`;1Z@N6%&jNpo zv4|)0Wqfn!=45?5@wwRb*PDOd{wx;Gde`*K;&1Hjx1cskeRFxsKke3ad%=FSHr~%G zYPk=!RbJW09Oa|2?S~F?_v=DIi{sHTq9xZ2`ftgD?8*T*c5eu8wU5Y(|9`qqt&JBP zc~EU9a%LRly>)&cG=bS<)fcRQg(fJa@PyXB;gJe6zqQ|&L;uLD3r`wBS&!Mj!g=k{ z)IHW`5h?6+Ut1`o-N{>>^o{-W8~%iEx;)a)41bHY@P3|A%f4ksfW(Jw{N1m6wQKut z%G;#fZ`zQ^w>ci#jDOR4Q(kBD`lU}Yl5T9+l~rH4&7^W0C_T4q`gp^yIAZ0&uF5n2 z9)OG!EuH~$W0L=we+e^d|9+T#@yLcGxy|oyTzb-&cK)4Mwf9O1zcUQU&HdAhcydE8 z#2&Xvt1p1-O9t!v%XkKqQfxMVlZ~Eb6FtlJLehJ^qipYzHy;pKTqkzqHp|0f6AnK9 zrpw{|tl&2!-?^MD`h4K+{{s<5Z@>Ba_&+sNj5QLzr2080^P5BW-rYA2`A_*~eWo`q z@O^I6t`x3K-f2#|QtB0hjG#^A6#h5=_<6*2etlbi@yM5%XPEceTu5<>FlxWMz1&=7 z#+R(7#EgS6GZdzsdHCIz!#nKzZ$3z=e^TzpUwH}dWqVna&?)3rt(H?uRU-O*P3j;E%n*G#~9c;lq}rY+Ct6ciNd>7a6>sZTO?sqPjY|4(?c;|NK3wm#5u7^5OBN#Gk$#-p@At z0TpOL33C~%-z>en-Dr=mfc3Kvf7DuJS69RICI9q1uCsrw{4uLp5@lx^K3v|!=PL(J z-mW!CQ~$CRay`C%PoYGo+A7WA#>O{@@{@hpfA(X2nV0jEZWy+|{O&NBGx500vitX9 zxi$#&a~|7f=#|zOVATG`Tu~=7_M7z#a7RbATH$wng3ioof7RMli+vu0wVjmNbpKxL z$*Q|=^o9TEC@(AB&zW>mX4n0e4JoB}-$S|`Q{Obc``@@RCF=WZiMVgqeSd(C%th=_?}I--lm_Jt?#AzrKri*!RDnoTwA|`^fk0ZF|pE30}T<dNQj2{dNV7$k!kKLegEx$$3BiUHkO+*G`+oorx!H_T6uK;Pb2j zTyTef+5TL=`c3S$?q7RBv2pRQSc`1&i+|AKG}*tTKKtcAv6B6*iN|Fw|Fpf3;&j8X z|DAbxc+_K;w8%fpUTnR7&x}L$^NTv}Lz65^>Y+W)P3pV$Z!OthCvY<(DZ;4#T{$Q| zPTK6ceU;nFRL5h7`X0&_ZCUj=kp0h3hx}+nQ%$s5A5FnT08(8K2(d zfpeC{3+adZeLh(9znp*Zz8Qz=>3NeR1*Yj(dxfQ%fd&GmzUlmsulw+R(}(Q_e|D^q z{xLn>dvdz>X7;EzcefUF-=EIe7Q%Gq^F{}qneIP8&Q<&acdp>SwW@!<9(i){$c7ZT zhxv{_o?cS^BYPpqDR#ZQ!H3lT+J@yF;E??Y4%r`wkgciD{`pU=1{AWODA|xKcmI8Z znDDC}dA+k6`91wBs%9&comu=_m&5wm1z1!bpZDV5wM&109qYV!WJ7XaYqbxD^|KlG z-ZzQ~YcbnwI4k%2g2eo(a<}hSi?Se)HqbR>fzoCL zotekKS(lktZ`(2>-~{WmX48WfJR8_%@;ZUyw`oHP-(6Uwyy<+$KkXg=g5SD4-p^*< z1r@P3Ayz6LFwXHYm=gAX*EdkPgC!Lly!7{%Q;Lb9PUPMF`)w{fxp^1Vj&fS~_Uq+6 z`+W@f_QtV4$!!iW>VLOgL1(7(cW8@9wR+L-=Jd#4p!k?(*gmPUWIyY}nP(RNK5J+y z$=b$x>_)19gc_Cv`)5f?+n#e(ypupWOJ6)~R1-cl>FUCxEnIdV&&r9Nxl&Qx25WDe z?(2fqSfbTRznfKmGoPsAKHOEAvOgJ?aK48Z+}mooM&!fnrOAr&tan4tEdJH({1xg- z(dtFNnwS1!UIEq?vY&aD4~O=%z`tTwOf6pDk_kKb`+*F!wegal?=mzzL*I11Nor=)-wH%++|Rr>2mZ>{AILL@nHX>zU@0eEjPLI@-p+Fk)L%#_`JN%`StZ# zlD<6B&p!SE)vFbCpnCNMuXS2M?UC-<`n~ zSrR5^njUza*|_xN=A}28b-(>S{Cv@^!(3HI*KAM!vAQWwE6p)rNRUB{fHg2C171MEsslVIohuceuTdNlA?yLM$SMmea z5=i#{Q@7>MzJJqYeR-^(%{=$MK~4D3eeiQ$?V>2KxOO)AUGs}~$?@#4;2ar>~>hA$gHf%;DC*~Z@&6Td^tnl9Uo zzb|h3{mX97#Ume@FC~B1<=7uw^#mD&$P^ci9VX8pVXYc+W{}-m$Hb{pxL*kTZ+F>vCv6y8vzEq#V5@ym!9OU*4+w zhaTvpIV$MNM9;Fh@aE>-q%g!N7lvL+g6(xzL}BEg_I4iFT8Kw&f2d~1I@j1`{&ElLG#6`8^ZhN>+GL@;613f zusNWGh z5Dt2qSh^!?SMm>N|7qi!70|w6=tgxE3!??%-dBGC$Gcn2k&dIh78`GUgtYjRzfV5= z4qC?WRwsR*ocjH1%cF}&9C{)J%+45>-`@!7oAm6yb0+aApPH%_q)e0BJ71;>5h{D< z>+GHH@IG2%-VvLs`%NEIo?ZOSmtnY&Bl!6KHyh1=`7Pc4+;$z;uGKT#->bLZgOnGG zwZ6H$SNDFO{o8hyMA#YQ%KJ^AU;!6Txd+dCHcNk*-n9L>?mBQe^G?0}E<~TQ^tAam z{^s2L%Tjj#(1JuUmN2AZ##l}xgHQYAe9L?D;N7TA&M+^ERx5qqtoq&fL@lWFeX@`B zpywGza33mTOU)n?E!f>wdF3DH#Wu?;b#rf8E(Z05(!Fb6x5~H)H$PVf z1=6&8hWI&YnycI$d@tef!R$ur#FMhnb4 zViWvbHahB!ZmXMq&hOMFMzIN%)u8mfE?I8-e0W#!)eYh8^L4k+2lW)o*67`ip9k&m zZM+}f9Q^%kB5Up0Z?KG*XK#H6p4|Q{Noretu4>csjHHN-R$oA+A+-P8TqtI|W8s0b ziqJxzt%Vo4Gqvd3=B3|^SJZMJ&Ne*1%SNn4-LU^wxkESSRIz$nqjuKsI{RUMynUW; zJHn5*&riF3-7Lez(5CZh>hIH=;iW$Jj~VR65sd08uylju!Br3suFu~MDuBbLztulK zP3=5nz(xO|j~u8Ywt2?!x9R=2w=1lfariAXor+dJ`nLJ$H{%`PNW8NTk_iici-oW` zcSj!9vaK@gzjI!0XTD>EVf!6un$ZrMcj9l-$@e@(_YW;d0yk&2zK1kva|*(?9{u`5 zddFi>Qp=pd>Ug*dZW(X&qi@|$zkNM^A|vUBLH})NX_$Avsc*7Gjo+-pTDCL7k3$M= zxv=9wB zI&a0_q?PZPvhE++kTfszH>eI=14?cI>35cA^PP^EdK{asPm{YO*IB*3-{CHNxJyz% zgZnrl1|A8QolSK88~paR@t;t~a#3T2H4$YYYfgc?`JlLqKV$k5lsLoA80X$^`Ve&H z@i*BENlqIbx91oBZJ3@Uw>91-3*7UD!Eh5;mjwL0Dp z{*qd>cVAouECZgYD}?u<6aCNBZ9KC*P9w!+Bb(H-nV=CUXwAu}`Z<-K`_E^nD?iWp z`^W$hDl`5j&8)4pKa!DDA+&n+x9RMls-;n^`oV|A7pDJx-;fV90tVi~>Iv$n*k0r727K1VZ-~0I{?V(?$>_lqDoJ;%$uW}84&rSVi zZSY&HO%%nx4Lqkn_W84y|FK>JD$v~D%ooU=0kU$g@v21sBX#L|5zI;V4<#&{!TQki zjPf@~)!8M>#a;a7EQ8;fk8<^NizfKuvT|o8pLk|Cz+pIhxO)O_(!v z&k-T|X>wQOv)#;_^Ajt?j1_FUuWmP~TyS&q?xXjDvU)GiU}URkIeXg}K3-W?vIdf1 zUfmGhdOtEN{{I(iP(R%`_dcR&=zT2nj8xc_;%AUDd-aUtZ_80im-jl`*T1iq17)Pb z-(oG-e}nRcnDC}F<)}G^(ifq1+2e24@bNOKZ%5viPrLp8z}sjEvooM!73pV%;3_F& zO-y=Wb6nipx0T>A#AkuO=Q_iR7T)Sb->kheU+=$r@yLe6d7j{WlmpI3ji&tj-z17U zcURu2dk%7iD10z*Q_^4I?e}MEUu(F%-Qb5)relC1qJ?&7@(fFz9kTzxEzsFrkpdxW z%HgAkNuW_g%iLP|e;G*yV#N;n{3bI6!a(j_VJzpI$+!A4cNx6My<@K!1uoF6(?gEV zJMs74q~ErXiY)AQc~0ghht28b-Fug&*r;4!I=mo#`hHvIXwj1EhW&Tn%a%dw>Q^^} zci)fx7H!X64Q~0|1DBru$#T2%9b>z*_slx{D(cUYFE{?)12q@5pKU;7r5k_mZTel+ z`0V154@uyb9jJ!|>PB8uUuwFhC3_F7h~ItR8qp{O)kSO0RjoRmkyIfD8V+R2do+it?8ZyNOiooyFe!l}1F!PSs0@PEr*T^R_!l;0c~b)NRjC|mvLJNxPPuPt9M?tGXDYH=}wM!P|SY(gK* zyow_@<%M2AbN!cp7#3EEUb%SW!9M}+LtT|$_OT`&1-12dHDxcGaro8Oq$RMv%i{0s zC`~;6Y4_woZNs{tsxRQ=rv2>VZ?P2J)5(0R54T%cz*>~{7Kj!zDA}yHD`OK~o&EN{ z+>2DF3d6Ab(20?^7vD!GoZu~6V~4evIcOizRL^iQKk){n4I}%R1Ke}O;q|?PXv0b-tWD zgS`qg&s1{M=0cLwadFpLq0Q}A4_@{I=}ZYf(^7KupVN{g=qTb*u+D#{zPi54NcyFd z<`l8f3fhURs~24M`NrW>j{iMgLVC%TZ~n!1gssW@E(=-{vXQ;)Kl`z+%-#7(5r)U# z)CwQ!vV60TJ<3O;^nuQs#I04LkS_f@t!Ep4*DFSC+;z7cGzENA?grSgZ})XRWM7(` zDFOErTiT~4+!TTKk`urG zciNIvy8At7u|wBWby4G#(u?ssKsixTAZ*P(Xfsr8O7}Fu_-`A8d?Y?Yx@SBb+S6o3 zp+$|>H-~rs4@4O1eg{=B6MoBO7%8rq;rwoPKs*1u?d`4SIln-3$rSz9chL@;{u?yB zy6Oh=&i~BGN4MNDH?+NcsAWS^-_%Obz&^NT&$PMnO?kwZ%d25S7Kh*cZ_POVs_Z^! zxr}Ue!uR@wH#4^VR%?sbl=Z)2s%X;-3)Bqeqds#UNVW z9NvT6y7oJ0u!C>!d(fy;m*tmzoTZ#$uG`zM9zLZB?)a>p;r#x8YsS%6RUjKDie}G$ z@%P%SyZ0LIZ8z88yML z?z>7pyDAgLy_yr&G2eOL>IuBhqh7S%G<+T7PSBKLvCm!5D0$*ho1*(Q^|oikHn)cw z#dTFase27-hl?VHI=~|`k>C-T@>~0D!416@QShXpLF}*7a$y%=yTY;}^P#R(_oJ)M zJOd{-+ljx|s(z220QTL9TJA&M@Ya1jsC6H2um?8LmAAhXUg0PD->J*qS^M|(sf?rw zO>mP0GU)vGpH)Qu0l6^G3e9JMzt@5~ieYCKBHERKzt=AP79H?gtWDkU_>o%SLz5$F zp+g-PUhyB$7v`~iXzta2JKr|%e$$3zc=M_BP3P@=-R<|AZf`euGXo_Tp8N56qUD;7 z{Y}=;=-YnZ3f75?-1yDdOWza9s{t?hSO&nEsp2^`HfTFY|7{=3^3=q(aAZoewJK@2<#yL!g)ckHlnhs9dc=7*fwaMks{hs`XB z4nt7lToWNX%XWA48{MOP?;SQBxbS-A%zUVY4I7egUW5(dCHsG=+wf)IKIc*sLz`a9 zuzTO(rJAgK!w=8Q^?Ud~uYxs8?(@S3xkBG`-shk8pAS@5Xorcv1ND*lO{&Yb--!0Q zXwe&4{GHwQ`2V+(kWosO`U3dyX0ks^{RS3rP52}5C8$<{rL;Ax4YMOW?XSKAw@G(* zRsN|ffDdja`Twcg@MqsXSFlSfpS^<)SMAStjBPGgn0ffsmtR`2s{ZkJc&#>3v>QAu zTF0Z>~P6+RJqfGS6&srfEUqMbJnbI2zk*KmNY>>9^n?(7e4( z9XKv{KmVxx{I~R%&fipi?mDk(SeD-pE@1XU3mAmHqc+9g;q$6amWLM0zDac5>v9p+ zDg5#G#Rpgkb9CO1zZpMk|IV#5G2C%$yMj%3rP_N)->0tr*!n5YHW*bILVNU!zb|%% z)!L%fi@q;j`d#@&E%)KgD8qQicK!agp{p+BJj}Wme_tRPYoI>%wqG|SL)PeRt*>4% z9h|zu+QokV<=t>?we6Zq51-c6VjaW-ji=f--35&rrhkIAoHqV`_FK9jRjxRKwSGwn zq+YT?ABLTE`cgAk+i_6rZQgxz^U|aDf-b*e=dPKVkn!dGR#+NM{=OI`Q!LKhfAC$j zL>ah!pW;*@_4!6^arsWeEv;J}>L*`(KU-nSnaAHjbJXzQJn6Up{&nrNn}0dVz+(@v z)=W;O;lc?@e)qQ@u;AgW<1}|%0U96|2m=qnf+GGz*HZ8(tbNn{?FJe%LCx4HXErW{ zxOMsTwx32jBOIbF*gylnpgIXL@N2qeugHl@w||8{xOilPgIq0WjHHR*i5;|1CxZ2& zOxU}GxYgisQK=^vzdx(~^Y!Q4eeXXBwC$7JRHyaq``Oh_!9}-C?_My?^!R0cyX^C- z^L<_%wRyYLzWH8v{P<>W>!+RENhb~$ym@aF92II9vr58+{owmqf0a4wmwo(vwvR3%_Z#VUh`LDKT z`MujMWlOFvzha{LM9fO*quTO2$Nv2gx_zXfoBi#9<;ga83-+jd-??SF_4QECOG{Ne zr?9Z>KCw~d<-dS^8CDldmc3NEEb;M~oaLKs2lF$EgfC2Vv7VISera>xl5|;5e(Op9 z)+%2=omRP%xy|O|Yni&n!|QW?sPgWgCTPEwWwG)nqe%P0@4m;k&3hT^`lGdLR~E-{ z_G2H9i(kI5P4&gZnryqThFfaG`>bTAYs!|nJbL?4@LFl^i(3)D>KfWStiC<{v7qy~ zs(*FO+dY3?tmF#PW7S-w@L;Jcxm&1mO7FRvobZ?oKN4chl`u~*+6=ZFjOTM>%bd9&Zc>SD7Y|5JZ^la*xyPIF!vASg}??s$A^JqP*g2-Hv_J zq*Fnz^^@T7m$m#=Gy1OZ0;jF`(n_ALYInQ$m z{adLZK7UrL|JCQO0-r?)yb6xAx~O~JB=*V*;eQWw%IALlU3Gcm+VrY$fvn)CCtkC5 zp63#pFRJn{*ilcf5a^Q;id z4^{S;HrFjl|LgJpN`JTe*+YxdKCGBo6#@yF-;TDcWVU`(4S%=m!TJL^Ij?8l6K$!w zGH1T1ioLc+UD$*_{;WGIuIThE`4^i##Zs*0#yRoYw=VJ4mrEvQ@>v)Mzq1ngu@~mK z{#o-YulzZ)_*uGK=;L!uF*aFZa-r)(%}>d2JK1Vg!}Oi2U~jrp`sSlhOVt%0+pJ}B zruLs#{G922_PouiV{@VQ&3kPG(dMl_Gs$s<`_#qnczKn|VhdJDN#CwoR?fN*i#D58 zVttFxY*e_icvHzFO|h1$5X-F93Q5-u`X55_oZ||Qv*%s1>ePZh8&6zS81Hz>b%~f_ z(AVY_ZZi*WzvJWzb>(%vS6g!r-9E@FsC2LTNZI~*FMXZ4Ojkag>8X3(C#y0o$n;&# ziK9!z5`(r*l1b%TE&vHmKSiC`lv}KGDmBXQzGT}AN!uK#`gB109;$qmbDQ~Cvt?Gu zG{2J5#=hdFuR6>PPsJ{mvrC4Ql^muki=ONcy8T_zWd6;G&a0=s-@fd&z-={N#jl40 zCe2ga#u#U}xh3e_O4(m)=5N@NZPUIl*L!ww@TI{1f9vGMCq}hQ(oqQF7G2reg|H*# zi*r}VW8t>0D^9Li3zb6q_T1|Ku}1!5r2QlNua6%Ec7IsGYP0IZ!<}zh&w1*)g!z5h zYV0dM^O>A!$DLBC2i`p3u>ZS2Y3mBl1%g@&pQJSjX>9M3m-dwXwwt+DaFOf1bS9@Q z0){`MmsKb&_#U(I`nfM#yQ^}uePl#jJgRO^GQaz`YFWAaEUAl&(x&kln#M}lJzpK; zH2>j&*Sq8T_P#xr9vya^laGHJSBm2Fn7fe{a7P=M3T$6d;5VPwFZ|wYc z&!$c57S=t~nN@CaN@l&;%R85x_B?aBJabvMPxHnXZ46bli(k*?tFgVjyDdOfi~Zkf z&D=M?p6#gMd1#USlD)Aed*9nrg)F<(o}TCaD*o2@@p03~A9MG-EWR%HzkikFBfE9d|rl-0@`h z!yV5otSpW^?mqK%zN_dHCD-l?-BEIVM#q~#=6f!S5YTdUy(PK-^r=|!EziK&)3n9w z;wAfRkN;~F{~m7p^8d<&Zc*Js`eGXvwMJcZy7RPqU)iGdb2E3H`0`_4WB8n;>zvmG z5|X3Oe_5w^rAsW;wO{#Ct=$jy(%+A63Ur$PEVe#V5Tjy#TwSQ{n8q&IzUBa*R1%LWqwL#U5Is->&MY*@uQt(hdRq1xLCh(u};#9|FTusH+|Pr z*S%(vo7q_f+4e5_Kl@!BII1*nZ9Ok_$u7&|_Xb4+iEwAVpe@2xf%i9?pOTSwx`ObW z$@Yq=TIIa)2KP&HUeBB*`lEkY{go5-ne#ubW&B~Zx@d31+jWh**RQ^NG`H-K&?{*> zx0#O<)!05E)mwY6P1()2YhS+Awy!?#`HV|v7d^R_*f;gCOm@5FFTT&Nfn`pCuQc-) zpZRETdF4EvxhY-kGqt=-v;IiNzT5SHw-+26vT3U{o}O5Hc#c-PNmx;nY&!L`71Qy0(4cDMZ9 z_sP|;%=KU7fxu;56PN1Gd<3SueHItKpTW?^_JsiyxaICMwcIQVUTaK06{xp$aZHW- z&qbWp3pu|gy<2?dqeigrjX>WMmq2+S*`ROJg_dLN##dWp1snfg{L(MAqjbvdQ-SZY z+;@JKecJu{b<69^uk(A2j_bd=@^vGux?+F)%lnPh%gji4u+)Nr<(+o>&h@g-?v>Bb zKeSHxkl*@HyHhg!#&eIIfVMc?a?dzU+U@si@e6P{dpB{}A-}#mR%e`_8t`vDY_o%} zxc*|^-VedD8QbUmSb5*1_N2(Un>yfRy7|=tyE9BLzV|xF{=Acsr7+S z32;fsJ}b(=vgox#aRM^~e@Thli*EMUt$~-$%BS|R&#E#&l=5r0q3<)}-_n99mh*P4GDt+{S|=K;i}TjpIVFJGWVjUv)3M5H@*Rb4Du1PY&C ztp|-_4wr;p_};%(waonZ%%$~L4)i{bVKifSV3Gacn??MZ8wzV?)IE8vQEYSWO4r7c zNt$x$Sw~%NNgB63S!ccX!aZ1gY`qb1IY|^0i(7)bdBt_jJPxu%5{C}!FzwgQ1+sBuklzd+oT+wkiU3SZb(v>p* zxhJ!W#uXWte5?q3)qZ8WZHSZfHVYZ?WzIRb=NH};eX{5>+rrCV_J7eR*5TNjSf=2W z1NPOj!~?35ED3j*kFxEX_cGRgh3{nM_1~54Uc1*^K**(zN7*5|V8GRv3xzvHv62ikA^22L-r%`5KxUb3}a@)~3f`Pzz4Up_hR zIKUY5z~TAPjbB_ZdoH`d^@_>$R^)Qgjj#EppGgDPF``#k`TE%Vu0wV0s5t0Y;rMs) zH;rPO7bUaqIP6uZe(Mvzd&PCO$Lg|;6)c140eEk0tBOXP<0x_=0@=srUANdR~PS z`fVAPS_pjo7QO68rsGtlYOuF%Mr?I_XZ2`Hh8d`kmvWl==z@KA$F=6IZC}nyUHTvF ztfyBbpjX5oZW$nc64GsTUeO)0_?W!-lXZ!IubRt(nwq=|^@=3snYvUTjdE^F=au}o zP%-wiedo`g@2}Tq>l&u6lXkj1-RJ9Zo?3|C+RR=|?ohE?y=i6Fg}dw1v%+1L?NZ8m zv9*gKZe_v}=6LtDl;IpcAO+FhHo`53}6sX%c(;B^% zTy}&k-5r1a%Q_{WIja`_|7DZ5r6pq4`KJMVzm{bmD1LRj;!nJ%BF`=7T&e$+MY&l? zS>E@*{L)W6ey~RFh@A{?PQ6@n?ez&2nI0m%7axT@tKdp}6te7wfSO(v@-kX26{+`dzInKM@JwI2e(XlIZ``OrE z85_SnpZF?5pf)`}qrdIR!jqaY`5VJoJ*PLR1PbK(rS>fsNb}2t^ng;LCIt#u)(75y z^KBV8T`Bs^T{ZE4)~xd-Yhrdi-mGl8@T&Lnn%Ck}z9{<^i{HM&wzuL9+wJqm%YQx= zvD{KSz5n$_7TG|p@)N!%YpqLif9YrxUY}U=vZG?cmbg>7Q!MAX%#c~Se(sBGP$hC! z@X3l>rVNlO&+5>V6;eBwEB}mi|8%(TN&PF2oh2?_?rXhL`<@G$h<-nl&SU!?o5cG;KzS1KP~s@(jd zqinU&@jip?TERBG2HU+ZyDl?4=v$JN;M**lnD^D^z15*Rt3Vz+yt(hiQQmA>$$v|g z-yU7J?bFUn3E|OM;gP>4X_mAs1vUGn{1;7eSpR?F{Sr`jGGxipysf!%VJ>?YgbD8b z8|5nUe(i~)>$VlmQ@e3>+O5!O`%=0@7nV&0HFjDek7OnMu*tFd1hUcT>nfR_>pvI= zsz15%)v}$XD)ez|bkhAT8#|eKsxOz^{+jqBa?9@(Ntx^~+7I2Xagbjx_3PiSCxKV{ zyJK=&W3CqEO|h(5ocPjvS%K!EIB?&yNuGD#m37g3mt3C>u2Jg(w%=M6xorO4@6NOP z{0~3Yw{^6?@~SoVjq{u24EqgcR?<1P$Chd5-sZnsD0lJgZBx1a;2Y_J&llFjUAT89 z>fNmu^X+HUU!?K9iJAvd*&>$-oGt}A3$T4)#hXaD*K zugyI)SVPz7hOW_>n_+diByh3U28JFMqczW5K($%<(gkf>*ZSL+LiR&?eN6cElD|fi z)#BS1$6)NT)lJ!WKn_FMSIOwlL-%eqhI+(n<-CS z25xC(g;e}+Vlld-;0krztuK?qyaS<2{gWz!xD>s<)|xIpvr*(tTg9(i&~`|V@Xf31 zn)k(ifz&G6D>VKtxf&J%t{x_?HUE@CBjf&(O`x)~ z{LISNQ<(o>Jr=V|qL`=l;QfyMjQRG(EXl&bmiMO0eP8xb##_=${?l7}h z)bxP5jZ6L&>&Hp-DGN=Gi-~yb8{F4y`$hBUjJEy*EnP24b#FgrJ?`f& zXD`fdQ#_j1F~5E7{m>^yQ%yMZB@U#qWf_CA-aMxjXH#A(UB2*8by-bx)x?SBvOlVp zmGdq%3g-J0UM=%n;PyWIs!L*jnNMs#HaqCnHf`S@HhZ`5ZwP9CmMqiv|K+Xo&GU+` za9h1In3XINJGuQw<=MUb{L@!1aqKwDkYpUNQL>}1<|4f5#iIRuW$a=7JV@y$<#cwL zOyyq1s>st(&X+c~Eve5s@%2)0gkP*oF8;}zW9ruqyL zNv17XewLrAoWC^9*xL3ao%iJbD-%weTvC{_eBb?~DVAm}cMJVNtp@rGg5=(|fTx=7arqr_o|~^t__Rjx>3peANBY?wx_>=f>OS-FQk}1hm3RXbU%5x_ zTJhJ6Gk?vL-+docysW-}N*5R2%mRr^(7iQc{ydoiZ6W_(_Zl5H=AIiVwL%e+;;*f7 zwA|ok-}leg9n`AQUZKRx=Nbjs?6&n$rxLHz#H`gOr)2!aLMF1U^0*1E8GI$5OP`K4 z|7E@d(h^v^pv%NUBonfj`({_gOc|+G#;cPzy3ahkvSF$I%tI?1zy)X2{so)~4eBWu zLFusgjI!v0K;L^lmh$4fxzlIqZIithvG%7>vHY(ayqa?Vef^bhnA~4xC;Pv8&XMFE zM}7Tm**3?v{k)SN9Ta?P_g9Vn#yBpeoJ^Kzsg=5^&_UEI)4IO=5M#QZ@^sz9g==Av zSDJaHt*9eb(oWd6xb1jUZMMy{#S)1YdIGZ_v+nYjevr$#^2oav@t$+*%x>{DXWD)L zA|Jkber4nY@l_DC>oRj%i?Q*Ob(^oNc&1j9u9&pxGc*+f=NaM32^ zlABd>MtCi>5crrfFGGaQw8^peNXoxynspy8R4xMdC{4ChT<&7%`e#!MX+m*n1uRaU zmjQ{i(5`Ob-b0;k1&bzH1wsbx`YlTr63e)%qj2|d zQ_26338!+-k?&am-pWqr3N`UYcFDzN}!ox`C zwsv00e@hi#p4@XuWla{#>RBs7A<1i@lTK_()B)SNm9gS~L;r!xZr@g+tE)~LuHSMF zytXyV_4g7{r=?ko4Nl2KJBDT{SwXsF%Z^R9R7r@LwE>j!!@078f?sRE>%9+4M4aZU zU0B|kaSS{J;O+QT(_4II6!+~@+f5&6*)wrm;9BJ`e0BN!Ew{R$`#MDZ^QQYBnyFT> ztaHcd`$k8@0@6=yvjGi18$RPd6`MXM@zk+x^Hx^s{9F8T{`@VsxQ@U51Ug0{>!>jQ ztQPjGpQYVqKHk|>74Yp=C!}vI^YyL2DYO`&o z-kJ99v$VUH=8LUo%x_dpx9?tUp8I0gq_0VW);YC5a(2IU?sKk=v)M}aj$5P)nA98;2kv*dI`1yl* zk1z1LZ;Yxv|8CjGNtX`F9kuqGWcfNh?!Co~g_4I1dn#&<_WazZAg(^EMfhrYO0UuJ z)4s1E~&pJ5HWpnBJl9pEWgTw4LwD7j?CiH)KmU7JcK zX>M!s3Y<7iPW<%r-EHb}kYRhvjU6J<4>v4=?!D5U7jaSN%fh-Fr!|UmShs>>Ywd!t zkiJ_H@4Vkh$xZwWPD}4%95311XKoec(~bfy@CmcoxF|9r@Na9v6w7T*QGwI^Kq**T z%boYNdHu@R!#>*}9(>MabpFeE|ES#7!(G=vN12HFugMS#3%Q?ec}hml*SN4-e->n( zV5Zn(Irp8fbG9@^UG!P2;r;*5lB;1BYcfDvFrq%Dlx2wBGHEtD8!~$nw3EKd*EOo@ zkC%3NY{4=G@SxRNg~{#^ZOhuBmQ52pd&nxSVChT?NFED^3>eLU|!;keuGf^%f`f^3rCFS>l=V5*ABYwH}{`nmJL1F@^0YW5%h~6#jyu3*=If3e`&e2Z+*?7 zCm~XQxj$?_*6%-KLcQI@wm+4Z`0o5#^<$f^`_i^;`Rx~6_MSSzH~aj?w|3{xWY*O! z=-)27^NwwNi_w+yOwy@+&jo&^EOl~Khm5FPn>_W&y6Bj=M(})QF~{70n(lRToOdnE z3>NQu-K{4YQSbclV{!7K!fh}6-(NfamDOfS%)|MsC#-whKB+yT=mNjt{YL%2&yALI zYnB}@s9mvq)rqJ7ek%Q0c<-o2u}yct>&T9sb6#Yp|GMS6cbjZM*9HZrLnjyHe1ARj zUTKRT+f?WEm* z$dopFxxAB_cCZE<4dH@W?oUs=7S%kj6(kqtqMz|<&52a4Ou#Us5i4xd*KI)c588wTa!4x`)6b6)An8c>Nh&viwlXy(R!7d3+cfsv5;$5dT{Lm^ z+zG3H6`CzR^HAmxxFk<(lNzBn!&!_9S^|+3MqtN-q+b=~=zP4=vO%dgI{PySF zx#Ozej;nlkvfS@xxvNivS05sKV#D6;%J}&UTqv(oyt1||YFe0-&^%KWn;efH%iChE zWT{_SWf$9Tbi9qDk&}0!u-8pc?=I`gF=ewS>#FytLK1jez~)<-p;4J0HPbU}|f0g$HKKr5RoWC<2*490H@yC?F?RO5#Fo4sIl+)3y<-VCq6<Me5F1xaN(-+m?H5^}8>BOc;F;|5$@>JDbfegkq1*`>4b?WBIc=6;4 z7s&~IagMzD?DLxoX&$-L6SzLGecAYMq36pR1)6K?ChtDxe7}C)i3>c=94~+U_1pS* zQHb@zkgq$drdV!k)(QpHRAm86wcPJMcoV$y^*YAopmx^FSlboBQ7JV_? z@xIjWHIb2DgmR^Gba+xbZt=a7@;?4hzRm8A?Eh}Pw=H^C=Lal4^YKS;>@C5kmKU#s z=A3;NZ!KD&&=;&@x6wO~S<2zM%G(tNZ?|09lX>7l)`17v2RRYtd& z&dd?NK&y!?m^YLJM(f%BTcOlp@P+qhQhfzpGZ8Ny_1U*ZY+h-fS(} zlj%@ks_;WfK+g2RBJFC$e^nQz+FqS%JC_q$=PueN^Dy#y{3H(5M^Oz;2iPv8Ykm!h z_!gyk&qQIDlt3+SN59mECuu+8et7+rXaJQzue2k<>zSM`>(6XsJna~p>L0t*<6&9z zy+Y+0NN4G4hr0Qp?}z+f8TA<*cf0V_8KL8t*p(Fjt113hmw0Rx?3?`nTDiN~?Bv`h zZWY9RDe&11j!DoZQy?qqGOL zXOjKTCj0++0Gj-M>9c*$36qk!ALl;yT5|rn-wRj&YR9|D{&$n#SA@Yl*4k@_s0XiJF_FYe}nrxcT1VC_U@fE|K^fJi+$X+bsJtikiNM6m~&3w z|Me2PAD{l1-W#x@X;%KtEoamJo?H0y&WbhZyWdOcACI_{p84s|XW?UazfXAhNSXbi z^4ITM1D_SdC4j~-IS)cg{pS5190zuEB!FgXmdWev0Yv~ z+L9xBW&T^4R6ccqiAnY=)~0|~6`i80zQkiIIHQ|wYur}|c87}q5`ZI9pn ztUFJfakP`?NO|Uv`ph8}mb`qt4@!rD7KVAA2N$T0D^AHA+T4_}G*Z)}B5cA3f7Z%P z5-%2{IXX4J$o;5Ods4){X$4Q}OQp*U<+Ex%7hHcWw(sQu&kZ^z|Hpek@$ zQ&zx4u^orMd%xZFB7NR|NK=q?>VjtHCitwEk|VpK@0|%t`3MN?@E~pE$j(%7odT8P+>q_^TkIf@qd4Ri+Cb20}O6N{a$@h*g zg#}0GlKESrpdH;sBDJ3%NV?m9SSoU>`&7(yr)9fDOrS%Krq{&7cl-T{`2?!YuH>=$ z{{ORNYM8|g@M$}1Gv;r3wCZ%#T2c3zulWULzKXvH%RWBEOgER7$!_(l2e(MBbEP@g zU&_*kF3%6MsW^6#zb3OaY=P17FauUE(C8f3GKbWtsu>qnm&HDaWC4%9Zf(-M0P2wc zGVTMNe|oixJ?b<2zAaAKzB3=Ib9lxZ9St*B3!2!_JgBdpb^U|Ebx5CPZ9?2<^|jj; zy)y-Ek-6H%9tYM|?F;IUSNejcRl^L{YX(2=UU{qZVzw`&-<8cOJR8)3D&6=pq3qm> zFdKo{_8*ptM&+E6i9UEl%~yS9lJ<-nQ!>+IbGu>>FXDz|fvAILp7}@Ry57yP0v%r~ z%75k=$Y*A=K|b588T|L?6!5tGF|lW99tjQl%fP+fsZBG_f?{CT%@WXN98I|yXXSqc zapjt&_AN~iwgFE@fmbgHe=T0VU*%&Y14GuqE6--$yV|r8q_KO~EwDyixfLLd+-uEJ z`@&}@%~QS7bT`ruycj8%*}m6vLGG7XT=}dH+B0q~0S{7iK{aZFHD2NZX;kN4W|rEu zHX&>BvTmPV*E&^$7f;vThq@DN9aL9}<}LNC&7#H1UxORnW;$y^>Madc&`3(W^ZY^w&$~yN_K?f4JrX-~8!YUw-n?xjI38)@IRJn{yXBg%pF^D*{*NfZHpl@);%M z)xh~$v?J==wM0v3%@K6uw4u1rX4cM|n|97L0rzd>inR<~qu4}*i>}9B`Oba;)O;+z zu=2;=R6UR>q%dOa$ zy~pyL!F=~eOFvYa#O=JpyGZKOk&11HDz+uqL}%GVf-C(s0;cnn-bO8U@(knHw|*1I zqHx75o9OnBYoMczpi!ZWSJ@i_pH*B~c_9U~jO0Z~M%R|?p7UIqCeeR3EO6Sq)M@fk z&?=;(X7ciHAAVkNx9E?2T<(gkdhL%VuYJAy;pc**EZPq<_q^<1J$c#t{?)xVN?GMr zuKamri)G!sd$(o9?Nzsw^HwI=MkadvMXL6^ z8|TAroELkO?)^61TjpsuWS+=~*Y;nKQu|$z2zO7Rs*}yedsnl5oxk>QJ;b(&TRHyk zUi|m-{q^p$U(yy-O$N`jwJtt)$#t3Rx{a&Lc(d6dC9&m;##g?UpW@Gc6#eq}(W&#z zCpLxU-JhlZaC2FdX6}nm7h1x~9rNv$o=@4VcI>hC$8=qZyWB_R?-$-)=6UzL`L$=C zw0EvLF}ZS{v(nP z!Hk#C(EO?t!?)XD&aRb<&wSjlIeo`vaDU5Jd}i9?<)u4c&v@{;3Ecl}_7hz$^K<=U zo`AMb8y_G37{0Xr@Xu>Mo(J;zW`6o8ulS{E=NsS0JC799t>%tt+TGFjg*S(m}v`CGLuU>cKh_4|hPKA#iVn5xWUT>Zztwo`)|Gb;lZhR7@uj6>Qvi^sBYM;FL8^5w&w>rUPcw58fQkH-V zO`AbO%-8u}SwB7S`tOT*Ul&(j>wh=@*Twi>idWJZzDmA0a^B&pdNp{}F=#!nuFl$j zs-5SHA1qM3Qp@(rj=6Mx(Tn}Jz7_wx{`Akzyes>iYqNi?IGQfI_KxXJ?+rRvmVJD- z<6Q2nf-g(n1~s@dzOk60CVPFu@olqZPM`f1T`Qr-Dkv7Rezx@~nL8B=#7qR5tu8{= z#3!=$>u-I%B;5}(zVw=X>Vl#tSL=Ar|1z|B(=OMuT>j(9nu{7OSquxMRt7-F+#Pgc zQ-00NTF$Lfe%F16OCo69!!n17TvuPr(1*`c8O57$F-sk6a7!|*KP_@j3etxJE#Ns6 zq?vU+@PFMOaN+Q7LGXV~_kY@TVVln_%-^-|WMuuG+Uz}^zL%eE%eUj-^QNnA$E9UI z1%m2pGNw&(y3A`4ACkY%e&71~d1s~i|7$pxn}61h%gGekX40hFdnD@LG|hS9D|A!A z%}*2l9|x7n=N8CWf`=1D7j6sb+Y>kO!v>{?k*};Fa@0UDzJ@cMy$t(NFU%r=nm;H`i#rN*3epH4}ZKT~Png5G!26w@>Xgs#I_|vA= z(Eq=!**m??P0LVu>Wrc%<@{!sXZ%etz5yb7KeEsM`tgzRVuAXqq5~SmHvdX)sX>;& zrQBkT@bzWV^--(RX6UmQoi&lm*YeZv$MG@8_y6dtuPphazt4y(e&znMUZdlW{naxz zK_@>pn(ot$Yjpho>+3X2xw=={%3r4zJ=nkNO6#^KLYE3#ufNdl&hOnm|LeY@@0F8k zgPo4qt#DuVe9G+`?P?|;Z!mLtpGE9IdHHS8ha{cF2Ggo|F9$xmA@EH@X_lYK+{|4k zwut;K`JvCbrC{g3Fouv8uG1c^sc&l2InFy@NK7tI?@;G=eE-)vp1w^;Gy zC1~Dh*`L92V3)%JJEI_Z$(8**&F?={&uie5-fjKIe_q4A<){CgQ7Kt;EpPFehaWb7 zalH)D_NeotH&gEF`i@F%2l@XlrAdpd3{Cr-zpXX2NckVmu-A06@9twIv#)&IKjWy% znML!uO-{-5+naVnRyIt`d{OYLn;}8;;r25hKLl@_u_D4J_wV~((ZRmPHF6roCObJ5 zOI+7WYlYmVF9_s|g%n z=>IjrQmiTKh>K|wSKs~z`Mp=yiF^&q4)2;(9;dnNbk1p&HwjGEGdf&<`(B>zvr+O2 z-=>m@nGzqo0{80Lga%m7SRvyR!l!1s|Kq#Ki#|ns-YhszecgMh)ipseHi<&>3>wva zt_Z6oeU3AMuFyEe>CY3c@R(`Uo7}bORpmccs-?U%_cfpOu6(7{HgVq>EoxW(dn`Wl z@y4Z_eVtiO)4($=Y_>BWdGB4zv|kfkVwLBtR7KXsI-`ZjX90uo+)Fc7Fr~mplX%zt zP$-xE@<Pq}>eZC;U8pHe}|;FSD0P`+naY zB73L%@2Nv|nQx6w$?)sVb)CNQZxVP#$U^tyiub4eTl8fasF(eYfBG%`X|PaCuKpMv zX~!h>Cv@57+eTl*;RBX}^)Dyw_S^A~16;n0nf@j`Z>GM_uQea$J zp=5X8ondA6gBwBCQ(tas)A{RsIe%83$=&xsr8)X#TBp^Gn&+On;;1g(+akpx^iyPOYqhPsZcY$sjd4i9sdVj@LFEK zJ;V>;vfJHrPC5C#Ts&u-htyjm6kEvvQqb9e4osdOiV%{+9)Y^^K48zE(8 zuh!#@q7K*g`~9y!cdqPYQP}ZI(J zDvzsTwYQxAty!``x%vZGleFf{q*tz2XRkW%)4K8Pi4YMEcHyY-m9IB0P0$|*S`*ruunX&b5 z#%++U=Bx6}Pv&piwT7p9n|=M&o88_gMS}HL-3zHr)8ff9b&bzOkzoFnR?D>m zxSEB&c6(n8Spt!SJ8j`gjSC{r7OV-np6q>5BzyP8ZPuauE8CV_)_*epTZH4YCFj3A zUvE`is5u)R2nXNZ2ocHQvaOlAOD^WrGNsgDaKLSCJ5?37?8Mt8{QuB(Y=r1AW(Ega zW$?sjzJ{gCUnyR__?;3TbF%Ui#z z&Z`dcZgYI(znYuf?^jO!zg3&Xr*G0+28~q99V?TAJvV5cxgNK49h-Te+0k22U5YOP zBL8JhzoItX_V)b!ub!MueWe}>4{G-1la^R;`KdB>)_I4XJ>_#Z<2)!7j;+|wcG6z< zt7GvukX4h-%>%8DUV#Q(^X-c(RbGSym1qT8P33T|3M^gx%I_-kyi@wW&Wb)g`9(A7 z+vb0NLeus2mInLmT~QVMb>>QgZL)K{n*1J0Zvdr)rNL|7y4`*kV!K3YkKfvf^|xMz zq=GHlEI$1b+)omB`utQKmltG4EnUYx{h9B^ZPK~BgTGG5+VHDn!k^1x_Fv|Gxe2l; zAK9WEV2ctf--N!ZI=Qr@YwO(=yMn(?SoL++ti1*vyFzrpiTh@^_e*%{>B)6pK1t{0 z`WGRKKz@P;-N9GhVo&F9d$C!)7Me;CdU*2Omrpui@#A3%C@pv`7g`EQ3s)wcNbslUhyLTHXmzzrL$^FOtZ_Cj`dJu1&>_#pe?(q4i zHZGsAZ++19X7B#5@GzICIXSgHYOaCh%guj(uJ*fk$LAxG6Wf<>IuIQ3Hxm>Vvuvhn z&P#d)O0nm%S`>M>@}~IxdH_kVj}Vc28*I@Ay-T1{=u1SrT1O@*89A>y_oAQeP=d*} zDSoM5%Z*Tz(5WWBR9CQIt!HSz?$Tf%+a<5WYGuUhrgbg5(ft4C>T~y^xt7nU3jDh4 zm2q%lj>w>_XF)MFJit^QV2@A8(`(8b;#LzY!^trQQ< zUu9=3>bCuGu%(fB{L*#zW2z>q1)HyYb#ZBh*NV(9&${emWv10zENzvGJ+*wsFVCyc z9I^QJ$CWxiLc(gag6)o85f24xsqtEI@z9@>S?`Caq<1L8Wo?-%jR#mUQuT-m=BsoT9<@D`DO#v38pJQgcV> ztE#(8Ti_{Mc0+2Sz~cv3RYkXga>IH(*AQ5?D=P4AU(w|d5~;Y#Nl-L6J}9*LG`QHF zd;Gnu{D*|KX}W#uHUun=)>xc`C>DD1j<4uS2yr!BC)C#UtxJ3p#WEX2S1&SU83)Xsu^6RCBfFftlveTaq=3Lkvo4C+@dXUz# zx*%u@J@le%$|?@8*7T=gD_>t+I;Csn?2xZ7g1l6(JXw3|?J4`WT=QaWz#+Yo>nXyX zU9!uym|ln+1q;@ChVI`zCD`!mgjK~>lFoKBihsS>y5YiNZ%@=v3kqdfsnr!C>a~hX zH56XPIY#aJbGhu|^ljo`@zzONu+miGZeNI~QV^hU=3UOdgjbYtDKBif^+JsP|NG`A2y3E zd9MCt0o(MZRZfngh}w>QRTo33YvU>>$52HJL}{P6n4;FK*jiA|ZxfC$EAh zQ07qA2CY4Zv#0Koi{)Cy#Tp8(hOUa$_5@2DS#&vJn9+*Red}kSYGw*)!deH%=UOnc}kiSb{&5MhrcVBevQQk8*b?UBpGbC3mdgWGq zZ)KH-shX(4;rV8-+KvQAy||dVz-v`i2}l-H#vOX`E3ag)L@Y~a(DnCv%%MS7g^ig* zLu{A4+T$eoAt7(e8>4`);dA%y<_QUeC%U%064#q*Hs|(u#rA{sEI#cZ8p^-YYH`tw zhv}(P59{!Ld0^zH8fv?vCm33a6eOGP2;|W#(pvetb7rB|tujbK6()bUjXk=Ak@baB zuioPjWZ(GSebKe(QAByw)LnI@lFJvpQVX@+)f4O)+T6we<8t1?)6#yK3*DzTYOQ>A zF?B%~q_wno_U?;Q!|y4sn6#^|Jkm`x)cn?GP$?Q%yXDUWwre`CVk9C~fR!Uf&r<2T zN^atgQ?Gp8ecEAa$k#JxAl_MSG;^tA*DE3J%mwUVdk(_v(PF<|vfz|XQi13SBb~)w zt4_?wgjEd{p{zpxO15Z821Tv7Xo`{O+#0kNJ4{`;090D73ZK3blnkPdUbkD~Xf|U( ztrLG%f#wP$kS<6abm&3Zf>Rs;sUjr~O=>d}Tq`UvMT` z?TyF~J$dY_dKf}Evco~e!h%x*H?{FHdm3ljK?juT4s<15#O57;%M2HZ7|24%OeSv#<+Nr~Wv&Tl@90=?BmF zID*3mDS~8I7%_!BboE(%wO(qLLN$1tUrE|JgwujtZ6rA^@`KOIUEW{k7(%`MdRM9!7wER*zJAe6JoeruP z{El96UbSrn*X>IRlA(#xRRN%c05S+#Dza^V91>QbwP#-us1b5%rOw&qkVZ(@)rKDp z?3>yAP3B!_m5M!uo(!}tM3>E78x$^bDah|AqWdhYqcLxOBm( zpa6J+JAAuQOWR>;=z>$1dbGTaSIvNwq!%`y4%@%?QBHzqgvO&OVpSEIE0IEuC*OV5 z8imjZfwZZ+^_kzZ_+Rmlr`1shVqG-I}S3Ut2{yWm$7bJ0pDM>gm@nF40<+7XoT4Ue)aS z!^oz{_Vt|?w@j>iBCy>;H9dv}AI^jqF4hQ6NrZ=bf#o~^I`31u#9 zpZ-Y8y%15|<+rb%v&L#&!PLb&x>oA1$_u)xuYWXj)AJQt59<%S|0E~-9UOA&Q9|zc zY8hRdeO|Hq_f83iwwV{CXMg?amzY?5?C(8I-7g=4lAda8g!!oT;oFX>!beVNLIk^4 z%?|ncAt*_;n$PcYTH?fRE2b(hZreQ~kw~>_+ji$LKLu@_ms>#gh(yBdc`jxCa(lSK z>Y$Q+yB41~6`1l=V-u1+6Q&BEIHd^@^j=j}(YfpLJpPrpCVg2K{w=STr^~|n)Eb%8 zFdszX{`hvrRN*sRC*Nw7+FA#v9lhea>ett$XS}}2Y*ssW=+Ms|c}xEd0f)U8PF;Kf z-Y9L`-W=xVpuKznSP&d;AQf*cZykK3T^Ig$Jy*5`*IJoYWQ!iYT`*Pn0@wakYl5yH z_P%hbdmFg-&Hm-h7tr6_b*)7zO%LBr)Yji1I&ERZ(sfDN{u@QJcL$a(x0Mh2 zT6pnHWW*BH*DRj?8>cS6aVj_mDHkPb>woM!6gDqO+y4Q=bvbOR&s$t;cMG1Fd&!Ak z|0t@LHcS=2!L?dzT~PROM%$xd^Oi+I`qO(}{0aYgqx<4~X4|D<^MbVfSHja=PoDeQ zJqyC(0=4}wO|0_{-M?o_)J9Ne|HVx{qrw)~ZIa3BgQH$NTzaKzC8FToBfIreQ`Ez! zcB`*^z2mcTs```6#ku9TzD-!g>lo{$qPyp-M93VF1Hsn80#M>!UsR>z+C7WH=51Jd zKLpee*7x0#^h)vS3--dz1{>ryi-2o>BW;wH@R?KGX{}#(gImI9PF=Rq2A9K9YuzS& zIymXqlLBxXFtW014N_f{@|5+~N3O`qroKAw(0)Bzp%b^>fwSMHe>3!}w`U%lU*;uj zyKf3|B0si0IV{dVo5vx1f zLgz3?1?}|{LKmEXWZKZhr>`(q@wu^weJa1%vGeEhEdht6LHPnPw2lY%7&0C>ClI=6IvW8txsLTR=$3? zbY_^(-6gB;$91hqIe+hE(b+>v)yv;`Ob3;$n^4LJuvHO-DN}cGtz~izgSPNr+~oJu zV40b@bQ{a^Ef)@Z&kS8~1}Q@&hdCN(`(#8cT{k0i0mQ2I=|u2 zB)COIKyd)l1{pJAuG;pBZ4rNF;@(vkO1-#k_n=tx^uw{fNY{g927e-!u4|hPF2h3) zgOh`&{OR`lsT-#K0hJJLr`Dj95QeKYW{8S8#4TOdK7GPc@m$Dw+l!l`wN8!^5wkzC zTml#4X`-5&k&4$Dp(1Crw9-U5t$*o;{{0q|cC_l=$|{HR=U%^eJ*4DbYW)PF3pw=e zf!w!dQBv4MBkg7TR_yW&6->YOZNjS99=^3LuCn#D_6bYQXa!-~l%tNtCc9VsT!)l) zt7?MOcY)#+-so!Eo*WivpnXSnUC{Mx{nW6D&!C0TmIo7`@K+dQ>&}{U>B#DbOF_0F zm3yF|2n~SyEd*}bSMlY2o493icQZgc33(_UHN+R z)#t`TZu|zU;YgJeuNZA-yEc1fZu~Lf!<3tvxmOs} zPpv~r70h=wu2#7rnx_=Da<#ZcU>S7ejk#)@*ri@>DO-!?>vO?*L}V? zRmSy`n!-EPVhq2!UiDp7Rin9QlI`*p`P(Oosohdtna>UK*ilrEeFzo$!4>=~eC2D# zWt!ojl7)T7Bkh~T9KU+jZ^>v6{qn=gYTuN2)l=)?g=~#=-BgzShpbpvU-|kYsBS7p z^DXdTVwThrYj5WLGZvX0IOM{w{}kDxhi`v`3jNX2tedK_->b!FZw9EH_x9(6EbGTB zkBf6}dOc^C3uD+K2JOHGc#?R0n{kbbgMSc%w%~*>(V*r4L-*G`!CxEZ#a?I#`lpwE zc+sips$3g{SR;_)>f>96Fd+u+{S(#&U4O678qvw51Fkk^iN!WK+RgZ!ClDLhFjeD# zmq-G9(CI@NgEnWwR1uJ%YSYZPEs$~81?k2ftA)jGiker{YVP-%5|5Jh9*28=&@TBD z`l_l%bAJ-3FS~C_{K%Vvfn z%H$&RB}bD^KUh(>?2lG(9dgEf&=;S2aQ%lT=d?;~4}9695De}BGgp;0Z~k>j$$I%~ z@3d3vjh=?j{DhPkzFGH7of!ouzeQ|hXz`QjtLYKV^_W`#cbkCi;B^R_+^VRv^o65y~ zFIE@@*G$#ihg=61w6EWEAbiG=Om_Y_0F-{lJ9iEV|m9NET z%#%4Ik^pT??Qm>R)k)g6!_;DFr(8VO1|!x8L;>N=zM+dDB9d{96JyvyhVGTpZ!1B? zLv^XzJLbCSoMFr_oPLHb{Da&A+b6qUt115B-eaq;TxE&P_=jkVR>?YwpV%MuA>gy7 z@0TAzb)g#j;dRExw?9G!=de$f30wL4HV= zm08DU<>S@r84xXqeg@+^jxa$MZt+c_uc{h2)2l8*rcWB?&Alk>?mmpdxIA19OB)D(MDgl#V&|pPxp!$o3M*oWTBbvTnJ_Mm;+IxNRq6gP^JqmAC zOECPZ8fv@e3xi^Iwa3*o>lyP~TTQv|j}- zZNFFXdhTiVvb^437aG*Oxjbc`vMbBHs{iyO_Sq-(>H2#2W9pU}@$GoY9_jtTdPVnX^XcNF+@|v z@47vEW%7?CBsAV%xPjUBUQf%%bLD#SH+Fu1Wnef%WPe1vi8RQG6%y0!ch(gCeD=wB zYT*HA`v*phT=oanCm2c;lo?GtEj_(lPyWXT$IHS7g~wJ)w_J4TH-DV0z<(_IPgA^U zPRUV;_3UxCBBvK0>8{JaJ6Ct3#h;t~n?5HRF7@B#I=y4Bx64bRj!OrU9tgSA6;?j} zbnYp${JyrFW{0?x-lq+gKhh%64Eio%&dV&DolSc0)`MX?x&4W-gy`S7u-BiN) zq%>n;Y?Gk1UVh9yN4Xs>3VCXMVtw~iEWSQ{$}+jpJLR2F&z*<*3VIXwKNtErTW@0h zGohvBol3DxlJZd*(-R`I_Iy1S{XWKSL-FFEJN5^TSS@$3oxu~+w9#$?yPjg*!SzpW zzn!QUCI4EgEwx`SHQ(v$7crHeR*lhnCcO>&=KbN|jvVpb7OPKl+3#vx-#^7GSGcHS z+3rn(dyaj%alvC<+tR1u8!kL#n;d^*|0k(yRnI>)&b2Pp`^fCubt`yo!lJ#$bgpFc zEN}ZH{%6y%WmBAdmY!1=w0Da+RmZ9LE9=$ipf!c3GB50jy_@v!wEpwN&XYeL?D;PCe#6ev|C%~>zn4~~@ibSm{nlSw zJ~=m9X!l#rDxZG6UYF?|@4~lSkUM-)b+Y*ccDchBm%g!?J@K^1u9sJ?rY9H`NS=;u zYxe%hU8j3g{CQ4>Z`(6vl-&^^}PrYnWZQEi0 z!w;ALVcZ|{OX^q5_9v#7T%)Qrt8XuxzU$7EO*^diG-tZqy1ql@+SX-$-rl|bA6i~5 z{=NS5I`f6cn%0T_n|tiQGWHd2Od&A_;ae`~9cI)5`9$w9F*(aQQ0K696~Z*X&pxbt*vf+0s^WR+6>-jCO;^J^P&Hv2U)P7X_! z3>LZQV$IvWq0KqsCwHA?aL|f}ZbqhSLdzp#Pu;t+)9@On+Eq?|_6C z`BX|@*Ul~f!oQ3BAxRNVwTqIxP1b3rH^p7v9H$(qzi64L?w0EX*Rmt3)Iep7Li*x9 ziN}|xK4HI|+gHWwzPD|0+)w6vM^;YXH2>Jj|21y6K3n|0`1kyyoRXRISfx)keYCqE zs=MX%h8};td+^R^*}L|zCMn#KRB&9;k4t1KaB5V+1}jW z$unbrxn#zN-03eJH%wKK_}o8S8hD#4;xuiwKioNwd?D*I~MCMTTs+~E4j zs?+lS&z>#M9Y3#qQ+eT!#_!4tJ${!rCum0+h{eQ!Vk7|D{ z)8y`jwWXK*n7^IW(F?sEnUnL}beY}d#R=Mh25ynsQ5o|ec5axqIN@5=^R@gF=9;eR zQk*rVr&Z3+>n?~{Wzha)$< z+4FDlt2dd6LH9o~UfVo}HTqnWZu-G%|1YHf;jcXgqUt}-lw*zVZ2Gw41*j~u;Myj` zY77a5RT2Vru?7*(U$9JWJY67^W68N~LfYx1Ti!GGcV^~aO^~|$uUJyy?B*FVvCG&G zhBYOucHHn(;YN|bnW+4jdzH`GPn?^2&`>8)s40+j$p-Pa#xg9?d`-Fy4|Z8y`?&FR zQr4En%LkUe$t_YdjfnJ;4c>G8W!N{1SvrYHyx#?1j)_2lvPt|c=-Dl@(c5`=_Y4Ix)TefXN z%#VxqFKR85>TA?Je!vHm7-PP7HCMXX#GY#2Tt6*2;k4m~rxG{P%+B+CyEXHyu~jSE zoBQXDf9^kP4A!ok6L&Dl;CunknJ2yF`-*=aIQM$D(TsE!wsoiX__c44VU7lyEM{Q9 z8>pXZ&l?C%mWtmN&rcUiYCgY1j@f$8Czqc+k0ovtBFxw;ZD5<2)Vr(a1&i=o00gI>jNx*y<)!hv*&8Hd}=)V z9X4sFzvY^VGxKN1oNt`_+Zg}orhXK1%3PK%CSu^z|tc5k^&oB_4K4OrT$^%QEDnFf&H8E zQ}<8bWqhK{^DBSpRr8CPReWz$*vn=yTc2y3`G+a;xG^|9=Y%+(;;-42!k&H`V#RSw zQ0Bg_);{Cg*;_2%@~^Aa%zMAi*OskJi1~3|DQovZo5O~X{QZ>KntyQ<$Dt+voRbuP z3j46x9X8zXSmFj_+1#UZ{@1Vtb!48YdHpZ*%pZ;4nP+(}xemKOl2G*{z zwu;yG$>|kf7vxnx*f%-hxaWpuk(k%n9D8(39o8CJ%f;@UvX^shna6JanKeFhJxv^(y(q1%3LrU2{y*_n_0(`Ws-pEheAtM$pI!nXK>Ne@itux`F4 zoxk_I`s$F?-JJA*t_!YDxU>@<#DT6`{(4Ro>zYE zetY`SW8WUGc=v48;j`(p=CN6OHqTvluvzKBlOiu&kF0rX>`O1hTa_1N;6>aTy!W2^RT{^)#gtrtaIx*(|vj8{}@b`d9(KO+Fy&;XI}}L_VeD!?*=!#C3;k+gl)NC=Unl&8y2{E zmlPuXXWR%7D4PpvH-O#wNqo=$UA^BnS3I77-r?HE*&Qzfb@%b=%L^l0zHdV8j}s4r zS`Gy=Z#Xa9t$00myPZSc_PhLH>VbCUfjMtjCO4ihka=Ut_ie(~-)0LKrT*wGnE32H zvy_g*$GZ*7+7HUD)4XnQqgdk16LC;>HJEXd{e&f-kuIsI zcb&K!eCAdA_BZc6axmg`E^D`=#F;{aY*<_IwTT@^Cd=!yi=#~DK|=#no9Nz5H`L8E zZl891?OwOgjumkiRvn$P%k+p)*!FGb?T$*FZ(IN5!@=WT{hbF(&t<<<$^2>c-sI~{ zIksxfW<%WqSMImQGHlg+%`^8D|75V_6IZXiIgN|U&p>hqPx`@mn-hLA*Qs9iv-xF} zzU2z*-@goJo--b|pU!w~&LsWrlUMhy>8+UYp+|BaOlEP29JVlpb+-)6D0I~CU# z|76`XFLMUSw>$m*R25G0fBt7dTlxbHivkfD3ogEfve?+XuGNj9k4>7r4l)XtN2|UH zy7lPGR^RYAW?rY>$uW7Zd2?cw;%@%Zs1}ZiUhwM8lv8tFwa#N<_iSobJJ`73-hGAa zRmY?9_k2C~l-YW_@+x(oR}BwWmp7d}kZQrjC&S9FuzO>hbmGc`yD~GinWsCJ#3=VZ z(_6RAJ2gO6SAnZf(>3|uboVZGM)}nIXva>giB~7=S(lwB#oR8(%HG+uG3Zy9*saWp zxPk|j2f@{rjQh{3PcL8X-y1iFN&R5s`M#P*e=e{z}Undyx)@TkhJ6QY^`=0*v1OIAmn0fCVGycK8 zPyYND4GRyEp7?EHTQ0;oXT0r(3=b&$w&`eUb?sI9vh(c$$ASk676k$_3~%=FrZ-&K z$Dhu?x}P__!KYq-&P&UJ2{IC|J=Y~H{O;SR&dNSdCyw!TeQgpY*ve5*8jjGA3+%GR*9Kjj+P3*0JSl zqyO`es~f;|u4cglk%)f`UnKv&RY(xp_(gIqFC*{0-##gJ#(&qzR`JNFupLvGBC5OP zd;yP)1zQ?uSmKEYTRZ=g%U3h<1(=FKqI@#U?Jaf&`|fbRNt<4sSibr6-UILMK8;(r ze2-&L+!>aLi%!)n%lG))bC9cGS-xk}XNzAmRDAZm%FCGkV1{|Y8EK1Wye9JD&qEsj z-qtcs_`mHJ^SA$J-^{p>d{4nJ|H2G&fq>t$PwP)$-^_7*kB^55(Ypw6z{ zVa4@tY^EJt`t;BdUCHf>)MsVPe>lOs=!ACt!QWSWH`MPoY5aS8Dd+G1&n}5nACp#n ze3ZLBe9Hy9!;<+=dZvR*>Dx~$Z>1i&EZV>10k|=KOxp5s?|};Mm2#Jj#DY$5xUxL^ zpxw5@HI5%I^>yk*v^)s=b~XIfG>x4{uU=jM!0J!N@2q*nx944T)vYi(|7C)?*NN`V zciIs=*VOnbXYPTHT*=G23aXu3@!H)F)FIK#e=^0~X`8+-Ly=~6M}3K%=#9@mo?ra7 z`3HOLGH?jR7=c~6xmMYI4>*h539Ef;^yuXruXi>FQyv(B1L-OMkI- zIe1cF>f>dq%YNNhy3XX4)52)e4W%s3XRexE`CrTs|DiD{_R`-;Ny_@mlApXVwtd<= z>C>aT5#Yw#&3&MR@Ph}G5LSG=?@vFu5v+_^73=3d9T z@0WycxFA1SDSgjG<2W_YIMBIOE_c}NVr!3nwVZMS6pQ9X$D|F*uV1}z{YH$F_Dky@ zGgx?Y@+zO4+fin0rkA?ih~HH1>|2x6yP4tU5^H=WNagf!dv9IO7|^@rxppvr*WlVo40B*!ie<%=9_U`J(Kl}!TY7cx$7Il7;e*dB6zWqroWX?7*E<}tZ@HWqG;2lalJAD9@N0CxL2 z?*9kURanm{&wnUlQN$%<$vVycf%HY5pj+h^c>*46zsU3D|Je++uOb$nTs@`p!nOqH z9eyG{-F(8<(*{2eoSQ5;Wx2T8*Qas;4~}RSJQA@e)obN-4qsb3OIcU<&jYpZ z`kI8@4}KEAGGnpc1iiMSyB$Nk#X*KVDqe<#}9&0ju`McuRM z92Rwj^=qxNrO$}1T=C;o&^PbStK5sCZ*BFy_BicD7_U#sv1=EW91&ag;P1}l0~IVnNK5uD{zEDD9rM7`hhm2uP8$_b^aK7S^$A9WIPKiIkW!I8j% zrY}*FSNUq#R=J#55ms#bre5sozhX&;<4QX7*$>)s`b}bayc|3PB@prZ5oDljq1-+m zyBzMxyNadeRCvp^W;10>7Mo_l6!35%{{F!>)*W7knm)^83r12^ej-)DF+XY zKM6C4uI9PJYR;8r!Qm&vqR!VO-0)z>525IZHNkTiCS-2%Hm~@dC@sbE{_LYD-?;2O zTz>MY|L^kOUJ3TtpN{RI81icpR);hS=7i4t!e6s1=Y#cqPBrG`4?$kmsdp%y_2{+S z(tqx&F82IVDOt&Otj6`g$yrwCUG|i}4f|I5;I>cLbHmw-j=y>5ezX4SlbC6DCYcmz z1h1N2Eiy-y%TJ0my{`$>WB$!Exm-_P;q_r#`5z@m`HR*WsUMs<`N0{_4SyKFZq2h^ z_QYp}w&S57yXl*@pSvEZ92UR+tkbpV+%4HGNOmJw_rIZ!<5d~_*DPLQ}14{oVm8E_FuUW?0z62KZ&FC5XUmN{iX3M z%6${^SI7F5KGRUt*Gj6JQX3m77M;9o{grQb;^jO2E(br*(KI;sUOR#(Ox>?B@^vqG z)+r@=@#%vumuGL8StoD-8XQdN3wGsiUblepzV-c6|Ng#W;s5gX>dNN_B8wiZu`GBd zV<8;!`_ZRkPeIj`-XmT)`5zzN8ux$(ql}Lqn3)XfCs;~HJ(&4<(zIO@cxu?*ye_zw zx$K-wX-2W+8IuVQqZg;%KgFVNdgNSl3de@+rDb{U%cDZ(?U}#Z=X~R4mz5QXAHdP> zW&moK=pDA)@Me#w*9ALei-NH09&-|mK1iNxG=6^IllYa&13wd{sV)tgc2Kb1zSl}P{&!Sw|ZXW zokvlwp0O!{QY}+@GXwOmzKxu-`N5^l50oMcF6!(k5IX~|1ld6&xo>Q49el~0_$X?j z_gfPgHgUdY?)HPM53-9cw#|5bfNj11g!omCix1Xy#{UmwyU%}MkK==g>zfja_1OGB z*qpkz^Qam7y1;u+P59Lx@oDRRX#es#-_)IQ&|>fUjD@vr4{nKr=T4^czuB{IC-Zzk1B)F8Gfy2# zEO=;g1U0~LDmCp6svEw_@Kmcd$hitWNzO`dH(-?v|_Wf4P?l^fRlK%#>plKe6hn#*P9J zos_wPfgESk z12*=*2k*5#x>YqRiFb~;&82ef>fpy)pCz1JesopLUH9AJ+dsX1c6!eZp+_e2i@vDr z@DS=L-2raWdx9g-?y%>EH+%f( z?buS=TamRQ&~}+0n_%sOuy5X9Hcma+t^59%H4ArtR>1fC(mv1BpH(u}%m+Y=^6J@Sv*Z67N@#$zcmtJ_O5(jB*Gm0lfhDTt}CDa^-ZZ;PX}=Q z37@x%XX$|t%=g-jZ#;;#X#V#8kYwurwFSp?wv|h2$GQb3Y`CE3tnC~CYV8?KVRC++ zIH6S4SE?$sfX!#i`2a4Rr;X{;fbH%5R^wCusvq`5#=JN7`_;4PK*GY> zwltPtkalB`_Dad0Jqr$KCg$DYRAZjMP$c3M^ZbKc`)uX}e#<{3xustETtahxyYaqq zDgC)%+x?t1H%wvA7G8QF#LmI*)uILbHM=4{lzaqh7XWE*jJ|cR&3J;)AG0}(%YN(4 zIoR{yeVg&Z@|g;;ZjNC0zi(U&tuV?8j>JbjSzzvaDd~aX6h`mL2ZkLb_s<$dy#Ibz zr}^dH{PdY0?x)SXvAgHYbXT`spz(=Q4J-E)f+u^lEtki-{oAu>zrU0Et#l3MX`c?H zH!$uFIQ-%0^H-eR>)w~IWK(>0RCnRjgfr(Jh9+#^w0-3asY^31Wd&)i`Jhpq9L2gX z#%tC8hs&OCJv*stzUQTM5teCUTK@c27wnuB4W@$HF~=AAA3b=Pwe;F2&=_C<2Pl9O zT;s$R#@(tDTllY7GU1rXp}HxyE;l}Bs(sg+y!5mNhmP)*nHDb`cJuhMF9Ro&Z<7AI zd-izv$vRtuI+|Ho7B-E*($y$ySv@iFAW(l^m>W>3zR6fQk`usQwv0lVd4;`^^0 zFk7KrC!c$t>!qmtG>ONXbc(0HbqNcTB@c5NWbcJURZp|7@IRYanFx^M zgcA;PZfLZ*8@c1>`P2r9&lNwzcq{gRWf@IOHPK8K`v;N6I81I z`_y>(gv)~k-OS#T8!s2Im+ZJKFcT3N{o)S`{y+Y#cqO6m5PVHM) zVfJiB(%U`j(r46sTfw$blx4%R*l$;i+@C|NFc8}t0~+>sKhWj?ZOFa0pVF81l^t>C%$BFIOmo{P&RMMgdb!!;5oD=j#2Kzg>+Ni=VD8-|fxJ#PiJt)FAtMIN^1h z{WdS9%&L&xRaNheCow!`+5xI3X0ho!J!o>6(_k|Hgyc)DjSpW2UHU4%6f{c6WG2HX z?Xab^aEs>E1mmkWm;E^CqAdO6mC?y|p_s0liHF{Q$+ol%o%bQbM@T%{5b;A2sdMm0Nx0+cjwL7&Z_ui|?Efb=S9(&ol z-L&Ants7HEW_fH!SgrTGH#p1klgpCOYBs-PU9AR z&{CtFH4Sf?)-7(g*XJvk_mt&E5mSyO<2Hww+cU3inDM42Bc6B4>4w_bi9v>ynSGNt z8hu&&+yCvechB^`X)g)YYyPXhRP<0`sbu#?AN#c1atzU)9v|gvA^wQwYk-W-Th%&9 z&(qW2;cj^_<$<9LLo{E*Q~nD3lMDXt_GEi=-_J;l@w2)5%z6K#PSzVn=76do8`c{_ zO}invQ_9uo)5}+OG4duGWd29>)$1PLFIJJ4IrVrs@I!#PE(_KEH*bCTF*dum_q>Q^mOnj;@2J*t`Z^5gocKg3t>S_>NLe;j}MqdvGd zxZO+pR%*)9juq=ICa5t_fB55i(Vy)4L&f^3{0BGb+4b?JY_WM@^uu9tfn@Bm=lFim5ZVr&dq~H+Lz=X zb*N5u?&$Vi*yp1aA@wip+cuT?)1P#IT=_ILbNa#VCyP9CKm<9ls>@p7;3E zeg6!&>F{y=(;tvA%XVwEpCt<|{w7{3`jc(>Z>!AzTOXXKALL1RX!I-D?8g4`nIG=Q zEL*-m>{9#^SMb=@m+4#YLDmP}3t0J0vaobc=MTxZpt_;}Y(hi*Yo*}nDzCj(FJ9U0 zu%LG9s=(?##WtyBecOB@3U*vMc};)kQLlTe4k@0hTX`?^RiDl_Y47KHmmkM#e_Vg{ z$916w(15TWcsa}C_?wj*W(0p?R9mO_>6MH9j0|WQkR52HXgpbz_m%nyzbcZKof^O|SG)vhxqs52V8(+t}n@q>r`0Bp8&&#{iGS%PYLg%!>RI@NBa zTQHW*VX*dK^t;L&wCdx_pyrT00e^$OmF}K$cv4is``b&KZlzC<5dU5(-}F~&{_^Q+ zHS=EWzR5DVSv#>Vc@@0^-<%&xy~&ijKl*FVRr|I}Zmxi({=ZQJMg<3Ax8C;e;Z8|L}z z{0> za0*NRRXBO7@ZW0-ko2ke52tn4-U!%O>NEE%$8){Z`0(C4T9+%sV|`+cOS6BAMbA!& z-nOFDLsssuP5kt?J2GlE`)`ge?|J=m{p3I5AHmB9E&iv1TJ-4_|EJDvH;9_Sa@Uk? z|GT*vi)!1L6OJ=(XfBDCE$WE21B>5?$1h$Q#`frSvDYg*pT(EIu-x!u>ao149l^tt&{Pp01D)I6<9dq683zqgA|h1O$CsJ zj_YQ#{xyxZi{*%T_Mc^P-O^7jv}?JbcVz9_ z4Lpw)%V&rsFTVVRoMn=ZlDYs(pUd_H0=<(L@!rsU`m);d;#;f_x5lXl( zoS@IS;WEpO&nyXQ`yH;y9R|-Eq)IX*{4Dt@A6wn?oZ&_>!y8M6ZyYh3drSE`N|~pG zE`05M`?uc5dMt`{QSP zXxz8c;O9JsYR?8k=LFEq@*WnJ$VrtJB!D<_uq zeEWXj-nCG*DG~epHoqufn}0m)d{%qvYq4{?ezND@cTUh(+;CmsMlr`5OO`a)P{#Gx zHwlXb1uS+P47&}M`6k0u-LPe+mDg^!+q!Sp^pr`Sc=>hhzx>@oyFX4_P^@s^-qqgZ zEa7#ZOaDsO%ns=fmS3c^_DVR%k}HeeOKzCXBN2W^REO;{PddDGy0bLUM)?(sd+1Y8 zf;(Nn_QsO=+r#$DK0h9sG=F=)Owz~b-!qfT$_e^{269c2pth_(6T*ReA00?%Vd8tW z?lXAyQ*gs`jvLG+z87~t5_=uR+R?$9rhj#TpS#+#F!PH?CD>dQ4(vO2&3pCM8LzdU z@TyI--SywCVRdfa?Va!DsQ&WdZ`|8*pu(yc6n8C`_w9i8z+y|;^pxf9vEK2RbEC6N z5**fY3c1zaZ~yIE`z_DuT2bb2iR7%SlFqwVOZcC?dupFvvfb2Q|7-3p*uKi_R_cNi zE?K2#UY`>2jWxYov-&P5unq2c?E_^#KJf782k`J`ro_1uDi2a8SiZAl0fjVQqpd-> zRDR5X|S(ZJ1V39A&W%;6J+Uw=UWH61BdihB^=~bV}?k`C_KKl<=6g;Q_Bj^ z8FADdym!6x#ElDj>L>M*{Qj@~U2bWfp84G9>zpqd)zZ;Vjo(kszFKfnKiSi1-QS>56O1@BL!fxo;~olZ=Y8Ud4&`;Km4(j0Gd#gyQJGs@no}mtO6aJ7dI< z5geWP%5B>($Gd{rMvLF1BO49?4Ypzsb&sz0V_`?a{saQ+mStRgvDw88_pPq*pP>s4(zJF>rI&TB#N= z$Z#Bj3{+Y6W-**zuFbmrA*5Wof8b|6!@Vf=85gwf-FQ=b{0NS(*D#ark__*tNux={6DHM32yUg9%vMR_8Gh7 zm-L=qzFNB9k>Sk8{0BeG3;t-=ADG?nE$CZmndY{2GNtcUM6YG_e7#m`$Aj40rqbch zdD=Jp4*YhxL#B4w^ZkyW;_sBN0S#fQGqQu~8_;5#ofl1%=dBBEy<~UzXa0jf<^}(> z>kpWRsU6syAFh`AKP}bicm6sb+kd=5|CMwiK+R;uE&BJW9%xAb~)otZJ_rnSXm8>9M=~`M$zW{i=W9m_@46e;YIz zH@&--JNeu!P8kMvz6NIY1E0kIL)O7$g4N)!diI&|@0ur;q5 zum0MSMgIS_FRu)?Vpe)^X`kWJq}xveFMrnDsD2<&C}B;;zD2E{BtaR=TNvCcSRUxM zyk^(0W3Mm-{ot1 zR;o6&?=nkl`K$4}Y?s!x*7cz`y1eJ8l^l~}bnk5V*at~!EYN;Ai;gvaUcucZ1}op2 z)j8UMSAa9RpKDmW@N!Sw>;;TI#>~qP8VTnwlicwCoyle62O5$F&(^JlLv zg4lpBpCoP0tE9Nie<@iog~uX`O~#Tr4LpX=JpUn2M46qAoUYFr?+S+J;QYxUW69Fz zxA)pcQL~)#^yiLSB{!I_%}H7<8>h}2di2M&yW8J;U(I*=I%^7B<>Q3+Ia+V4cWU4J zov=J!J^6gY;*J&9e^O4;acTdmh!!>a-ur`Oo-`Ykf~`^D{_w=FwU z+>qSgu-N6mjPgxQt>+l~WZ-q}=U-X8X_ArbN{nRGpOm;`0zQ)VaeqNcb4bFmApE-if5p-gEFRyIt(v##cV8PY4z~;jk!Tkzw3< ztZcg{XZPCOw+|{>7;InbknXwd?uYFbIuFbEcm4PJzxH#u->$4%i{ISd`6l4;$C&Hh z*RL};_P^vTn8G5l{FJEfmg65-64de)_-)#R6K+<@gi4F6eT`>5JQwUuPr)HPP$KUrrK>1=nd(8ixJnYAsr*<+u zK6vVjZvv0r!QcOWqiRi^6&01E%lz~ z)448`N$v*^L-KvSud5E<%VH3iHNA>yjtb+kTQS-ZJj*2Kv4U6GgEmVDiE;ftusplm zC42fq28%+5ITj3lGg#g@$8u$@k$bJvd^JHYH^12LEniBq_rdo;+l|WAW^X!DcDZc# zh0F(r3G$min+9!CT_W-9{>-5B^^>3MpYa|vc81aut($T|)92MX=ASn^)o!I){P&&n zU+w$h$YUEL-STH`sJA@*B7yDAe%sSu7%V&)=9n<}foe9;+AB~W(az!AV*kmXUKX8d zZteVh|H#k$M}NZqHN>y`*Z+6b^_b_(-9C?lzNJNO%02qn*L%Cvg*`2Mb|fZEul3s| zI`_I>^ZCc#ydQ3To$hV)nQQJ!_5+?w33EUb6?%t3Lt+!y^$s&`cw@7=%0@mRXnCbi z1ZZH`ScXBJuK_f%D;~YQOt<@zzS~vP-Bb3KE@V5iGAGx$%#0$h?{pxT@b$ zNBD=v@35Rbv3}R}eAoWBC}x>c#WF{Q>Da9z?FgPllAy*9beUAJq>Ow*(pOn?^%*>K z+LRw05iDrZxf}WC!}&~xiHhJ9tX zHgUD=YW@Z8KXJ^lVDV$f?9GhaZn{a=dy|B1+^KtQH-wJloSyH^$-E%?=I*lO8S#7c zd0CbIRF?dI`=`76?WHSW7jvp^DSYLz@MP-=2CoX?SXTQHv^pGAPOrTcUDx2rYya_8 z8@Sc0Snx;yv=;U)^W@Cww|)uCIk=gB`nLYkdeNW{J8K0G)jnMN=5~79l|Iqy^0&0E zX3S^gh?%}Y>fbVfQ`E3;3|?{$l6)QUOg zSc0eI8@A}&+cBk*_rNVyIlV2f(?37hqkH3X!OM$(qpzRIDHXrprRE#Eto=ZwQ-V$O z4$xEvU!(EC9ngjCYtOauHMVw^YeoMCua*Ow$`E^B*EivRStir(?cT!Q{-0f{333rf zPp2w)wMymz*wX#aQn9a=dd`S=&wli?5qJ&48O?&Q%57YYZr*v9{bAJBUop=%`|vkzZaHwGCv3|Fxx6l(s?-0<;yDudMJgqIh;ZBF2Fe4nO$#!vObzLOcYnu?cMV)`-&q*{Uoy9vYmO@Gv6^|{IeRW} zZGXOiOUL?qYJiQtH`f}W3E-+4927j6d-E4do_Sp>e%2xG{p}34l^@L)&jhcv_?UbK z)cC2;Oi+VNn%;T0?2?|c+`e~$C69cb@mLhI&9P)YcOc_Ft8v7Qhp`6Ck;mRQNgDjm zGq|k$Ku6GEo~Y%vtb^#e#WZt@LS! zu=lqk*j};i?@irs?t^*qOgV;h&W4Sb4uBRoSTLMpd6);@N)~hILG!knT`6o&(~O?) zpZWRznV2(<&A5GEZwkY65Fx(5H)X;9d^e+|$M?HFivN?aYf)>Fq}u)+dm7io zww+`zn-`kc%Wsg$>hm>y*`bg54}WYg_!G_W|JZt&ySwgO5e(hV7*Uw&D+>VJgt>as6OZ`_%F&u#w8pZOF2Y|r=?&C&e#>{Ib? z>ucN88I6Ai@Xu#EzImzVr)KL}T+jEne!hR`XFlV-tQx1JfHvi)59pYJp6xq5Tk z>fEEB_P?{fuE!j?t2?{gYU`DcG0WBG&SC#{Z+o=q^fK8z?k%NEEOz~+>#CAG3x8T= znU~I-_h0N}efP8dtp=dEkuu41^^kQ;ccvd?%uP&kmJ?a25B4Yb^Zl$pbb9^tQqM1* z9DQ?k+Ep&O=M(lEKg`*`Ek8VAOOe~gyDizv#HFXejr<(1w%(dz?x2i?yk?VnP++t@PPd44W;1DhUmsj^pDcjvt;y*s~l z`_0mvVLT_NY^!7D|J%8LE~Zv7#i%eIs{oDs7|nsqz8KA6IDPK+)hD;oS?lBIxK;&{;jH7@^@Ai z+h?9949~BWrLHyG_`Q!|?>t8FlMRL2z;lA>2U?9G3rqdZ@x?4VF*74z(dGiS7z<{- zIgH{72lQtAvEMM;Sz@DP!j_f1o_|v}PPILFNO1c$eciA2?YAnsUVZtv_|0nZYYTSj z)p2>DZP3&yC*h=a?SIBcXF4b;X}YpV&4PNovX8sN9{xRO>cti}DKYUpzAw zoc}Xb-A+06sqqJH1)IPOwzGy-fp*Qj%O0Nm|6Ov+{I>8H#>>7-9`p!Z2Of#lU|t5P zp%=>CdsW~z>q_jpeK*5q@zk^#C1~>3JX81i9t2uNu%%x7oW}3>t;VI|_kQ>IEItYe z&;T|c&<^So%<~1mn2F3a*YkZ<(>wo%-y7H8JgEnQlgRc z+UV@;TUn@j{Gv@WPX*`7svhoKxyvPNZ`YoGYn}GH;=vuGy-pYO)_s>$uLVz2+kqyi z%_p#b=1Dzpq4ICL>=|Pt?urk-(I7WEf!xTpxkUZrVf*<9bsntmagvYaD!nIh#+acr zTC0S2?deNipOp92Z27D6&vE|8z2_@l8gnraMN(^>jhrx2olwmoi1z*tp-Ch%kc}OPGi-J3l}9qIa^%%ET5u1tniLKWD=Y zQ`r5Ok1E{L^J~bwujiNWzpU`kt0VVg<|Ms0Hu4t>4hGeK&V~k4%_p$iIU5?3*zsk! z=yt@oIT}1YQ2%u0`2aqi{R?E5#4qCiYUp*&?2-C6Z_|vUpOdubrcXE8b%){YYk!`% zhniAW?Yy`H5(#mePy!TN6VMiQd{i>)OtJ9!t-qZ#!dWe${f_cZo<}#{Jyu6AV8{bTzJo zF5IsyS-jM9O4Ews-wiJV`M~R5o*wwXy-)C*f_a_zxrV>D3)o%@*Xz$Qv}HHz{vvs{ zkv9>vknX9m&pqf~w-UuRlZ}-Jn|0J@WXw05!z_KS@u_~sbg|jfmW0n$yUyx3H^}k# zu8yk{drIG@M9o+fuC`_U>;=32?b>FLTB`kP@tfM!{_}!oPo6eo+RN?Cmx~jW16N&? zxlzCe+QU_qngm|CG3Coc&x&17zPx3-l=8qxhFQ9=kvHkCmGm`^qdRw5=+3xXrdb_6 zUFCK3q1dQbA}fo&l>CqX7j!r$IjdmNzJNuwU)SHsJG8F)txV7?e`8xVGa=^3kuyLQ z_JtsUEs$-OUk>*#lbpyE)9nAXGYFI^k`oRaZeaAW?v(qtlV@64!ol-v-)4UJtnoYZ zL$luH-~?q&gLhWoRl=GZ7S22n0^0C9Cv@Rv{+eA+z6j=K8hw!9YvgS|@QHm7f7*e6 zxdzSO-Zx1$&pdpeC#{MjM}_6ss>9k5JWY~dRcpYzk<2qcJam}x$Nt>8(w(I@JPzfT zaD6`=e@tayHd{M6XOrhL#^5q;i5eC*$M>Qe<~@WCjepxAIzv_6 zfA#W{Cr`i7pFDa0yn{^##7~M=rKKFGOFK|;{9YT^YsqsBkrnM94jIp3JU`dGc>OPP zk41m#-f(-Jm)!82=SDHxo5r1|YC?)u`u=nBYh!vXc_Dmnk@}0Lud7TF3{4+~B}{y+ z?-Vp&%HVdrbZtnBbl2s|HA`ydGW7G@IL{+-@hHfOD6Xcqayh$-A1wtwt5ecKw(P6O zeqhP?Z4N`VU&Hg~|CLwfOwcbY_|z_>9Kpa-^?Y{I&9EmYoprjuPnPS<<8=(a`EHj_ zW_Kdn7bA_O6KW@Q>OXy=uWKxnU@x5TM^jpBO=^a1!mX<3Yx(8uHWr`#wI*GSNk**t zOWMgpCSW^i{}#+xDbHuTL-a@9jFtb*&h)U{IL{)H9g?$R!@P$qGg`|z^lc7vez;Q^ zwKr>)O5im4Z*#Xj=eSYK^2Uoo|`Q*glg{dH0Qg zL>pm_Wq%)m#*rU96t?caIq&j3)q|CDYUC9*&f}cJ$bPPY`3>v4m+9wo`D334S(`V; zZ9mj9=a9cxNY+MX-vej&e%kAQcelXP%X$h1FG?2|PMTN0?e>;}o!9u3S@<^0zvlGd zfMUUe*^QB)eU=qJj+{$AR&?yX!o>Acbd`*}#g;u3u_)lOsc-t-$o6GBGw+LhcBw1> z%N9s#7R+$ex)-{=@sOWiV?JBj!@1>kA3k)>J?)VE^Nb4T%Eyuy**(POfwjvBT>d8a zRb%fHjg1dpKUjY8bi|apylf%q8&1FVZ|`3-J*DyKt|#hOAHH3azxccDloit#u@$E5 z*yG{Kw(Fv?G25}+SJGN*(khh` zZk=n?3Xfl6R^dKhz$atD&bMLbcCTF%zdU+$=d7>0zw-HCajQa09eS?bTiRRolXr?z z*u*O?X998_O6Dy1zW({6BYG!KhQE9D@1%empG+EG&;CoiqSuV)Fta-qmEZgIV68t# zds5f-x@MK99m}`NDMVJZ6+bv&S>Uj)`ti&^3)4R>pXZqO$NPMbjD^G5nA45Si5veP z=;TkXRAefdm(^Y5Ft z3bM3IvLvTY16f|9ZNU9rAg-dV`N7W5b8>h7id1^-?{h;=W8=Js(7k_dd#ggqwU3zX zbNiPq`CyCUOUbD^C;bD@N1T@6TXXu^3n$IBj}HFcUOOiww)7r*Wbrq#^}5DI4-ASE zmfQqoI}3JjT%0c8vnii<`IM3H6W(VQ-{kVFqz=HBiD=)8Hb7jsRiF0?-&puOs5p-8;cJx&m4k_D2Y<-rIJcJa zf;^jW4IGBYcieI?_WaVb$99E~1t;Ge7IwcT<~RHHdS|5ltaUPeT|e;x1Lwa~Ct-IX znRKC^*^K5P66ZI35N}zV9`WPBL*YYLV*R!9Aqe{}ED#M8F&m6UvoZrp&`f%T$b-nZC*B4y-j@RFo5AdFpv(k0__mfwP za%W9sIX;uc-MdLy{h-bt)`zW`7My7hg%7ROxtDX^fBAQw=*tBHGL{@5s~FasJg$)X zn|kcyb)yC8oR@E(&=*!KIdh`%@tMZOPY+Cd&(>FCZjcSyQO`gBMx{~ynsrm4M^P$j0z1qi@MT@KN zKvTUXd*6ZB{7aG(?k_W5u-`v@!NK*HXHH~3K9f0FYyZMSQEkN!PFNan%iGjAMI8HZ z)PQ+vW8tT&hLl9fzDDKa2Luf^JesVuvUyG3s+}bdGrzcAv)lWUVe;bqZ7J%n=FZ#o zcHOIOpI?1#E6kQ+IJnbo?Shct2`^uMDoU9t<$n2$f<%0C?ure|9x8xKW1qv0AMRAf zuHB~Ixuo^#y4gzX2PZZ^IN?~pBH;6R^75;j|2#>3BJ*NT??0oxPN#chEY8VTMDfY| ztVD&O42D) zFVyp1_g-n{ubyf~k?be$T-j2v+*W|SYPopFNiMyz!0XrazB?U(1cl`;aOQG`$JNgG z!Uq=l9A>9)gG)NF9rc`X|7Sg8&iiBZ>38C@>31YR*~X$c;g5i{hM1&*E-%mD=+gy! zXAY^Cy%R6ra9$|V?4iXkhLeYk<}kaTYg8^s5U=9gwSDPJ?IlMom}Pc^E!|>w(*Dsa z5!Dx8xmZu8RC)Rei`MM?X2!cmr7`x_j|)d{p-+dk9rUxd?2`asy;^#-(1DAkz5WU;dAMF45((ACe8A2~(+0{cLp8sq$c#d5T z^I!cv>c!6V(FaIubT$=MR+?OSuk6D z)4in3SmqZqmYvOCT)yeWbkEqFIlJHO?Yh2BGO}P+WWgpKi$bwE9P1F3`S;bu|0cWS zOKoD0~Cgan7J`-ggKVu$0F*bF+X5oih6(cQhdN)2F#Dm;>O0OU{)=K`Fgn{9x2=8_^WNTnM(j@Kdu%Mu z+DLRh2DM-J=~{fuJ*WdNHE)F_t43s;`9H4(ck$x zlieleq)YUuhnR;*oCeoDsgSy7tA1JBS^w=eFXvlwpPR#)ey+**-OZ`{_e@WT5bB@w z;mW1UFJf2EI-asOe(937i07$N8L^_0-jhwdkLoT{yWp@HnCYPnbK;)&$Gx}<6L%haX0l*^IWN=0_}ytNhbq|)SzOFpz;VsArnunQ?B>WH4;~8FZ}WN7 zt(kRCc8=K0f@cmE#R_vQ1-FvjB$MZnwRx2s+$FTJ=kDoO*}}$Vdz03o^uR_q^p4k#g@>xz-t(SgdGQWX1MkxEw6l+0Rq^T*Lg~ZZjm!Ssb}&Blz~=CSoWz1>1~XdsE9{ZT z`0*}5%uaDlXvCV-Wy@bL6985Jrwhd9SaP2`5chS#mi(P6srlVZmls^;E~xifa`ivE z={2JrmJySdUYix?yOQ(EA>$3dBhIXNdT}?;LDSaPEom(WE87n4SaaVYar>K%AH@0J z|9HGM-GXP{p-l>rF;7iAlXSazBW6O~Sn-d=-1F7t7y6U0>|e&X%e(l^_N(zvZY0b! zI`qKkaDt13v{p|l*Tb#xHhVsQICxmSW%A8Mzk2!KpY;vppAd0e1iWSIGy9L=rn?H$V}l|}wrK5g#l z>F$N6Pc)xC(_CnNs*NjK`dl;jb7;;M5}V!pe0etO^~d}ZbaD~L$i`byqCU+PQb z``d9nCMU{V-#mT&J~(4p*U!_hnosY#AAWwV$G4pOR-%WSiqB0tm2or1Hmq{y#VHe6 zr_W@4yswW}#B8zV9M;Vr&RN@ox@6Or#;bc?(3V@9ZNZ}l*$f`_2ZWibqIe@ShAuNr#yV+*U;JU9Kv4p+RrHvd>=eP`!i zqhIsInf|7$hZgTNt+D)Vrn@M`*Jxtp$AXKqUQS;onOVTNAS<)rp~;Q{sWXSH`9ZBk zi)lw0-~D`88=tdJ3*zqfgQ}Y+rWx9&T3ynKN!}*huiSh0MW_9P>&j<4nosvM8{WSc zkm!53u;8J^j8=X*JH?pKN!~yIl$?IOjr;h)*2fPH6&5f?RDZw3`PE#1u0!4LOPpW! z*S-vK6N_P39wipT(f^mfEJ5~gq`~VypbqnN$FjtkmFXK)IvzL@2lw=tMeq67!=n<@7;Ir>e+*_pFfrC zt&++tn3-wt=`gS8HB<10NpOjD=2iToj0LZrL-t~^a}!Nh=@eCY zReXDuDfQ&PeUH-T$iI<7k>?M@7W+M$xk6vy$^1gc=8uhE_|glz&+po8yX^Jt$EP4^ z)cac-*J~+oWO3-n9IpIur!u#D@zlvK*X|t6JD@d(T^yW#Kdb+6^ z%L!8-#y>MDbvab(cIb!q-GIcH!-wJpwk7jI+V1+FO_t4^zpkvN{yRgbsqa&d9YrcJ zh4mkN{hEKxp2PNJyCv_7`q`JSOk}%0lP%o4S-tgcb*Lrpx;bo{ud(OXK3e>BpN5I8 z=a)q{T2n3f*2%Dk_cgD+DOWT7vP1XnIc#6cEqPzn&%AtPBFFWa9FKK&FFdrXO*ruy zY^M`CC)n4S@6_lN0CxYrWYQVtz`V08`RAI<@J(feI7f`c}Teb z;1#`Q)^e-v<2CF2TF}VC@@+eW$|tqF5la`;az8Xx`QfRF1zT?yzGs{L<6(lZy-ZGl z^GAL5*@B$cB{{>pTeLxH5SCYKo;3GpN;%zqu+8}4shI^&eRdrB7kghNchxC@Z?>Gj`?Tw2(e(0!#<;dk>oh0K*yQqg-lNyC*<8nN<*XCYF&os%#g1L4NaJxAmZ|kzb3p`XNz zE#f;3)DP*@JUU9IpQHr#ed+*t55Vn%EEy`P`~1--{Vk~mEh6W2zk=N<;h>?qQSu|Ia`tFune zuiI;$-QQ3kyRl&IMuTa*cLEY)4|{WLhQ+}29Ttg}o=#m6Ti!8FYR$F~UpI#v)MAZm zoj9xb)A#e|_9)g#?af}hWX+LdCj$h;*YDcsm@(@^xcshrHyVvU-8MN9b?xHzX(@F@ zIvXWHb`)%ls0h+2;5~jwXODBmL#e*j=jUFp+V@vwVh&TbnQcH)EX0LMtxGG9UpAQ_ z6R|}1XwalTzT(cje;9mQHm5nQowg^c;&E!Jc&G4;WxXLg&W1?5-k-n1U|HfreU96E z+8~9tIybI2o!)5N*D!u#=@3xPxRJVLwZnEVJXLrmFMb~vFStqu~1;tm*7VS&*VFwRhO`f#>+4-sFdEB4KJCCmFvyI~6opGxWQO zZpuu()%#|p_D6xs!A}GAH!ZPxthd-dHeu zqro-R8=y$sh)AXJcl&QMa6dLY%I+by?P0`@LY+Gd+~IqlFVU{M+-zjO=AA!Q zgn#IeTY2L2i>tj>1xwbMb1AK>)&Dj9=f?puCw@|?%(GdFk{o}P8jt$wEI z!b~@vJ83#SulvEF(FGp1n$ed0aOY<+an?k2&ncW)phO`J4vlYuTWe>reYfQO({Ovv zv*|Y^eT{=2ngu7G5eBzqweDDmLYkPTdGf;Ve7<~ii&UnCNS+LrIbW-^K!oS2E+5mU z>XRL~ZF=wRoOLv6>8q5mns^b@Cb5f4XMHhU^nRUs&CXBT>=$0Ymwd^I;pp;;Sb=T5 z0XxnHNc7LlUl4J|Uxo`_C4bIpcbWa2YyEZjAq}R zzpU~4>3LaiJ#V@E@!Q{H)3G}$bJE$49f>;^Zol}t)!@&%Rt zb@@zZvCESk4>`WRdE`pfweE;D*$Md{Lua+Flbl#Ed!oU)pP>F$#ZwMw5q$RW^-wJv z#@xs)I&M;ZEz<6XdX*o3(-g{+S4#ZDxZU&Ye#M7&N)PRnAEr$#cD?d4_FT+VvaHZ2DpH;_ITA@VTd}KJNZg*^?eH zKe||Rmzs01R>hTHx%1Uo*XHP~R^R)6Wh|dbt;(TVwL^D>9-iwo;I4PP;pY$TVI}@N ztEXcu-j`v~YzykEvLBku{4lSf;MB+GMqZwU((As>Th>^^8*{=_?1*1?(~T)?Uk-Xd zyIg$rZ}d{VQ_CCU);DL~J36VpFFR(R>kDOpcg6z8CWEqRx`hBZo1QOFuqnUyY0<3{ zDi;qkeA9J$?y{p;>5iq~Jo|(5B_8{4tlIlyv1kqZUz1<6d7h?9OdnM>*+v6yNn*X-bC9N%YhBqwbH^$7BX(_rKJ{&^q85+`M(`tGiICBs?X*JAB{NLFAy zpTVX*xsK(Zs`e=U$&_01t++9B&CT%NS}#-U54@e{|A#TW(`;9o%b{AgLlv_xfSL?_ zE!K^@AdRmbGq)Z!w~Ia5y_>^Y{m@+DhvzyA&cA5XFm9UsP_5;vrPzh+z#C#sad(u= zR@Vi-kc+PPnWZu_d)E`cB8$=PqJ-2RCH1|ZZ_14_&;o1+~2L-59#drd=5P2 zGV_=C$`2(QW4yYx4_T!jf~1W0-b0&?T;8?z-s#ClZmh{}xbaHtOF;DWo#s~k>gw^! z97~MOp7QW>%je6X z#dF_*M=TZYSPIOuKcH_DZ2y%f@7LbXK7Y;6_qgmh?;=ru3e<1+Yq17Zm!QGUFmYFg zXUn@q?;G2I%2jYc@cl4-qIdeO4tLVt{1V4Z9>;6G=2uN~g>Ciz#cgYyUZW{E+P49n(lZT9_aGrnIn*OJK-beW=Ho^CE)Bo(RRO^{H^R)hhw(p?v zP7%)YiIXp10F_Apa-M%|+nhgTOH;)g#!0Q|8bb39bDw7rnzpr|+bdgjuj%Xm%P(5% z{!!yAIBB^yY>UC!I}X}4uPQz7`o}D)?N5+fQC>M|#+OyopWF^rl8Ke^6;8h_p}@nH zEfwW6qph4n-^aPppk&@`-^?`6p01o_n3U_wXcEUG84ubaCdCV_P^TO%#z_l6qru>-DQA@4UG5VpgTN zuFz#rv%O@p0q=W(xE*aui7)n4|CUOecI3f^s>{r(*Gxq~0g-Lza_EM_$s~_wYLRxQ zn|42FdYxL|u!j9e|E{0Qvh#M&Sn!XNv-`i>^(Qw?**KdI?P^m>lmd@sxgNSusWkOYZzK{8QI`_njSw_3k?zwj>-vZ^|1;=Hn)4rws!nEh@!!n6E2-{0OYzV$M}gyC6zrWREqHa= zbXn%&%(S#Fkz~-=gDc1+sjimHA1xbr)^&@1|5BoRJ6b3GN+6KZ+_R~NX&+Uth-ADH7B87$8JLX79mi%;ABb|>!n6Q7lIu4?B-n_YHQ z%g)a;bdV6aX1pcqh)i5X8&jf`o#GuaSLFvUQv}Rr+opq3DLW{Y+8x^JfBAvkLc^_% z?}cW?Go>5!%2#eE-<+w#|E=ZZKXz+SqYpX_xjZ3z#o0*##`9#V8jkEbRxJ0%lKNWs{U0tVT$T3ZVBNEW_dX?@uLRdcd?w(!=wZ~`JgJIZuPz-jl3}mz zYqmXpP_FF5GnrC>6I-7}giSlBd-Ub=e|nxao6gJGelX(Q;#2z0=+KU+=Ht7j}2X#;Vn4H4(EnU5yTd1wP~htJz=t7-1tv~2!0lR50w=bCMwAN;KTW3jpR z*LU^brk3x2aBxBXy3qBm-=DnKGM=)P=RxxPU_IAQPxbzkod+vhewwq5|zW#f5 zXI!p8Ume&V5%oEs=z4x|p1@sbYpm<81f&0TpS_#Fa}*Xgie=tBZlBjVzmhG#Yxh^5 zKknyyOm3Vvk*GfdDk}V%Z6EH0Rv*)jYPbA+S(3J4-b2u7x}fui{P6`_P|; z-LZnt*khL7%$Oy}_FIzeF=r>QNcYXo!wF)bliT^{KYMtaiOqkKLj9_vZ;m8xcn&sV z;?*wJF1c6NeUxr@x!q8Bu~$ns>(ayKi~D=_W&NG|DrIJz)V>e(w~u>9`nP-kU;1Kd z`}Ap&o*U+S8YHdf6}@IOho#!D3DWJh)w!2{-akEiwXMUZ0v`2)^Cmy|$^3`Yv73GC zyhVMo+u|%=?VWtJ|Get!-^ZI?ADVvgxl}2`bB>n5ncYq?hU@dIRPq0cmOmAU;Mb8#oz4Z^P_!RO-ctFt=oR^WfzcYWuhQ5a~H;VZnL$cSB8?PB&zI@Uo|Gs(UxklUP2j&$g@Xxq* zeTn$5U(@RNOrj1mn6H~OJL~M8XR2FGRm0=Iv445=_0L?D&2dGNryD=ASE!#`wf6Pw zW{Z7?T`%`2+&HfwVP2NAV#Bh9*3Fp}kY2-SiG2pVc{OoM4#==n^EKJBAC$AqeY;S@ zig)d+OvcxShn@-;(N?J(JSNJ*6Z_r5i^+>5{(}mur%O)zvpvvyZ;*-eXqA?Ck6N%JjCv?CX?y;fyUwoKZO(i zZHUNmW}e5ew`ZQZL;m7+mKQ>=AhXbqYxaZ2-$7@@LgyfM9*sWr^QG6O=i5PPm{pT|rO^11!KDK;d;|l(l#drH;Cv23;X#Lv#A0Jy5TRsO@ z{opBjjx5#5XH{RmSs1!lXTBk?%Jj2KuSIOSw=7}ug9J0S-7zsflQ^z6y!X22rhjwC zysy4dv8$(@4*qZ0qhN7HLE`=7TcBw&ZPyFez#|Kpa{F#-`=@&rJli&z-9v2MLluhx zA)ERpd(VC6Hzj>q>0Q*ydHnK;*xq$z@m|^g(w#Sc<@s_y>eBX*M_Zy^D=j`KukfyG z*M8fn53+ftt621?Se#Ljkk1BXMDPr@m|ew>mV&dO(YBIbYd6gUn=fO*InVxpZ`f~> zs(DxUt@)?5`tNH=mCNComQ`si2NTm)ay&2(i8y~j`)LL=s@;Q?KS;~pbFJo7EJ?CG zY+3L?#^TBOV>AD}v}kVCcz0~(pZ>>ZJem&sG;Q2)j;-tHrOwH)ym(`0+`JTDFXJ?kVh3ua^*^xc!z5L4z|eh}84{2V66UZ~!w z6C>WP#eDo=}z?)rT8{~pgBch-u#Ny(&1_3XdQE5d#GLoULSUAG=udODd+V)qbR z_RzwjKt|?Q`?8nvvzFCo&HCrRtW%k<&zSF6NwssUAunViG#fk-I`jM5%tw24cj)k0 zx%M?HA3r$p@dJ)8p+bGXimm&u`5pQ04$J)Jl z^h`8IL5|z?yw;CdMf;DL6h1jv`0U`tPY*m3Z^k{bu_%&*6dQS^hPG$@)$bS1zT$GO zS^4?FiJw8`+QrBJHeI;(zWh9|d6RALy;iYQ(Iw_{cg;HMxMh0gf*%o^ayEMVKbzOI zeQLOF`u*YyT5eZk`Ar}mN!kXQGPU4KdkCo#boK}AE}JE9H{2Ccl4HtDA2tlrR0UhV@kOS0jhDn`Z88oVWY(tCPQqtS$dA z<}VH}S`*&ad484Hk^LoSPBc9}(^RfX6YyPs4Q zf*oD)uLiWpWjP}M)a@*owQk~RzVqQW4x0*immi#X`9a5F-qYOK1GAtLkr9_RzqhNJ7Sv zr|&@A+)Skw~uKrca_GTRxuUc zNoW2{y0}D;ZMh`dK%y{#~#4}}Q@7B5U3LBSs%7EvcbMC$k zbnCg)w9nE2u~?He&_ zhcaCbX1X2RpNuygYRmKUZKCuLOX zJCfw`%Ovc4nJ;?B1$}MmmXNw<{=w+is_48;@9f`evaVtHyN&-zX~nlsr?qt_Jz5WO zqQ?r*Ak_yU!OjDBAlWeHFw?~|{>w94zCvc@k9ZdRn!uvYvfDE(a;?hp@1^C{_q%cn z+?y6U`b4SUxV}uh`S|Na;h8E2Gt~~BobhXjJ{UP}6RSG?>HF45gI8Z~$48x8`1-cX?gFR15({?3m9V=S9KChl?fn;< zY98CP$c(A4t8XVuB^Jy|G{`f)3F?L?!iNqkPpn>;woWkd-OkE}ltih%X5r%pHH|Op zw9WdnFw@AmH`Qc;`{fwD?Uzq9Up~|Pv3wUOdA;ZLYk^IBX7y>;KfdgFXuC%yc&1;y zuURs~MG|5a?OTrO<+nflcvx9;}yonEsq8i5xj94r4Kt?@=}mP^KaasKxLaS?5Y zAFxC>f8_aVZdV(pHy6BU0<>)5K!WW7jXqApD_L=~?0Vy-e!8w7$<`F~RQVR~(+h{D z-ze5n{VfoCsMacf@%f!c?^IoU6lEDVUCa|~3uNg-xn7z+}6Kb^XF^zG|`E1tM+=dB9Pk$BoN2H>NpeT1jW3KdbcS)t|?uQCFd^MtD+_dYxAsB>+1KHu@B z+pk`qFI+u|@g?i5>-uv)aWsGCY5uqr+z+U0l!4E1-V4gLHGZ3=msu!cUMw}o5;R+# ze&@yNXw%fUDnBc(-Zi;qQrsL8A}Pw2=3BTnQ{a7-=bYN9ngQI6H_fLm;E(Fke&HKj z_4rk(+hli{Iq5Pz*1l%o)dzEao`dGs{%%{r&zDb5Kk4TOn=ZCsu9+)561utiN8{dz%dpiDt83Q(J*B-N-F#b^*w>32c3-G>6U*kkF>%h< zW8Yt&4Xs?Vw{qFu6O+sWZiKVUd~io!4$>F8QTeLd`R`!=TD(0w=Udv1 z9PMQHY|Yb`G+`E$t(mOyWRHgFe9IMQWv-<0 zWj*)*(A~+p?{}6}rFtGnYW80|{fp;n*R5A}uQ?%RzPs_>>xEIv zk54?pR2rzw_FLb6ciyaNs$Gve80Tp!FV{6*es)mu z+{p_X-%qL+Q{P!%WV_XSTfCcJbedl`I}@mJUf_2+>iwRtph-2kGnea|RYZ!9Jpv7k zSuEF`b6M=p*4ZgS9-qE{_gueV>#~m)dYyJJ?gzKcJep>8MLfL8WR>FbytLl!wQ|!- zYtC7oG}l|6eZFVLwlg!t?gxOEr_b0{;By+hzGoeuzQpfi%d?jqJIt)YeY(IW+G3e5 zL*RO&mT~GJ92C^yo-d$R`n2Qa%T+ry z-ZD;VRkmov z6xS@bc-wZzQz?_F?<@ZV9h<|9IS(1OJz%>%n??M~c8D2o{%_}e=aF&RC*z~cWj3ze z8c7fJ-`uZi6OIC{9}E{;eo4)f9s7SiT>g8`|EMa9(Cd$ynH*&cB$nj;;wlEC(`q&{RN zf&Xf8$H^}Fv*LYx=X?}9SHYdWhgBjc(_Wot@}J!7gWJFRFTQT5>@L11jAec8MlYr| zoy9(0o7lV}Cnd-nzxSbA#Yvsp;Q>4GDtp{pe##FV-N z)2b@sUpHMVJQQv5P3SG*RYGi(r#dKNKgPB%J_pFrT_GD!^w|?|_8eIrq;lKB1RBf}0 z$o3nb<1HVpmH8OfSD~#C7kRGiq~Di$uM_g-S4h=%#cncDHCy>&X4qrN3)T0VdkpSP zf3xTCWsm&dHna40|9EV?SLyF1W93I{jUOG|UJP1wSP{zxTG#i1$9+%n^D2?MRcVj5 z>*;udmO59VoxTS$NOw(qs`2yXliz<& zn)9${d(p9I%g1x=57ct;{JJe7@nyTF!MFdXMRxQF>^LVN5&s}}#fE7Q1;C4pbq*^Q zupa3akFIN0InogP2b?guVk}wLwOtCUJQwt3cdWShoRB-)Z^x_-%?|TUx?S-7{%Mm5 zXRd#}v-^6^G2K4z<~TRo<@vl{gj#03erk8eD(Qh$a>ABRAQ$fApAO#g0UA8{ee~jW zPoXUg-KM<94@^ydaLTZN_021j>nnWcId@lvWJ|4?eIfayuBq)&G3I@(RX61YO6Hxc zx?MT_{}zc%p&2?)pG1{h@~X3*uD#r<=z&#nf=auz)|$*8ezBmiHsF1Jp!oTwn1~b; zVfMUd%ytf&KtfZCA9PtKH~&e^%C`47FE^d7Qp>JX{dBsdy;np`K2z0N--+E}Pp714 zDq2=X*M8M|rTS*y5t}{cPRDyhcAOL05d{j0G*Ah0Nz$(|@<&TSdH2?De@eEA9b;DE zK3o8jUgr>-dThm{h0_#HtGBaXp6~WP>EbDSqqq5idGUt{EtE&TgWH9qIQEu@yiKS9Um zuwlVdi5*PK_MS~ISp6>7uGv-W-6zQ>XZD{-cjJpm=Zn#0UstnUpS#|%!terkMRiMd z%pAp;^Uvk+RWzhLljhFxS$c2(*{OXbv-E*7vpWp@XyUzclxl zRFnHw`_w7Nf~N{QiUeXBcYl+6vi|a{$&JhO*SWLTPMWy?_mrTwn`({)Z_;1fzsvY) zrqC6yh`SElRWtjddX4^1RX7}1JYBOu+Oc4^qrtpK_X84rE?aQGCjB5gKi(;_$6jD zLwwWwqo0?AM7`hiEN7N|JZLZ}m+hd%o_x@PQH33XQ+7kv*4@s^n>GJjT0sxC!3#cKBbT}{niDAa^Fpx zLHiUiO2% z%@4#bu+$VW{eAo7ih#*|AHN0v|2{F9^uTO#Ld_b`8h|-0=KEwJJ=!(i46kR-6lGsi z@(mQl=^~%>(Lc0THzWA-?-YQn?6P12BiftEvEN86u+3dF&uO)8G zk*R+9$-+^4=F_U5+gA39>^LhTQM-TPA*r_D1n>ZLeyx*5hGzC_35^>KoadQUuNlr^ zGWTnoy>Qnq?nNh*G`f;EJo$9l&BwRnXhiY z*eX+7Xw-347b0Jt1X{P{|6(#)4Hy$%+BVVu;O zY{8Z%!)(4;a>q8E$gH#H!kX%(YA4)r$-g(*44_5F@Kb807ZH<#2m?bCdSzG|>^B+H;vj>u*C&%l~a%;`w+tBw=U`HXx9SfGc9nw2a z*qc7TptV}`zJ*{j6zjk#`oA&N; zsP%)Hc0mv9f*+)57O1Oyv%k^!ktcgE#FEs;MDz1!{Kd75)`3RDt=bRFbq0;kbviz4 zdUus+QlGxqtp(qos&AaWaKQ^ntKC^lwJ)L~EA?#Ai#zXZdKSJjPMqPr zGRr$-mUm)I<$R5h)~deFVZ{%3D*d|;`%YFlwf^$Hg>U9CmHRbXFFzo=BJXOi@7B=B zt70)vYm~FFkKA!QXO48X^zdaRqgwpOfSxzIg#=E zOvcAAXYz`42e!Rug>KTzl)I<6<~LjCJh#}0Hsc59BnzJN>}Wr)BW$}$5JqXLIlJ8pojc1?BN_~G=C4%MTZs}-!+56oqLaE`Hn{obwABLzusq*R$B z-fU&6U9-#5y!FkmUw2hrG~b(aX|v8#RZBztr2F40i_ZMo<-qU%lI!&)W99#EjsG8A zek&l+_VCaA=YOVySA*TToz*dO-nv=ZB49r}zJKoH`#+5TG!DGBdl9B>Tizsnd)~6f z>s`iv@hjQ>`j=J9y~>`P=;k(a(bKH3&q7mXPhg$7FTUgC(|~o{qF)6WzDqJZ4$fT= zamIU(l#6;z1!Ozw=O^On51%bRFX=zo7E~>(ADAor;HU7Pi^5q|-pi-&&o-a>bH3a9 z1=`rG*L&#z7@z3=jB$JIZ%U#ePH?r<$Xb7KFd{qyFyvD`^#>AB4V z8b&H$fiJLKyDIuDzr55wp*m2N=htAZen6JvL#|$P`P#crjT{>CizV-{{ppTLYuR7h zw%>!>JV2*NlCM6p;`v;8o0_EOC+`%0D?=}UARDQx6S-Z?mup) z|LDFx4ZJns`leF8ddNhbuKucmL&u}T0*$>}_Q zSXrym_-1EzZUgPCZTEi@b4^Tb`b^b@YP&Pjrb%4>qhFIa%QDA@dA`H?r588)#hbKB zyk+B9JiXJ|dr_(2?ga1Xg>h{vCw;3X^{Cyl+M2(Ze^b%#o$3ZBGlca&-+%Jw#Z1lx zUem7`Px*K0gLunX3+HI?hS9x=*U$KFR(WZWW9$6#{r^ML=PmpqZr511UUZ9UeE zrQ+jldhJ|v*&cn_r=r`D{!DH4_rOn2zZK7n|F%p<>eb#JH=|FXGZ*gCdA|PB%qNFl z%rvMz_8>kW;`{~O16yFzDB6Fly_-@_q@6YK7Mr*5M>(Iqjj-Jpo@;;ie&%`g-bVP} zS>wVlK67l7f9PwhN!R#4_i%S%+dBr(0)R;>dTldbzWnt_ZGYsZ4LnEpgBAcB*lAh$ z-rJ*Ub>-F!wy!Iv%$WOR-_9)=W{dar#9f*xqWX2}opq(@+@-UgudHede)dJ_|H`;` zXT9}$r_I#Vnz!*LXn%wtc-=%qn^MAyn6zcB>CbWx$@b^iI&AvD<9eXD;-O^phV34C zN-uZGwVt_V+)$EQ8XJ51llxn_{GuAk$|*i-S&{x{XZg(CwEgYA482uv2Y$$kR=i~7~T|hemb60 zRi=>8`+fPv-wVE1SV?Bj(SKI;Yx>1@fmu(s{9Jw}e~ZC+8~;~+Vox=<+*-WbX8zn5 zNnK;(kaUI*YYYn5tTs$rXx)$r+D&rk=9>wBk1g-coccfL-|zh&mZoa_Z{`2sUcNWw z?xK}Tm&@FH{@bK#dWz>H@1m#BvPW+PCxJ6kpBLe z>Vo~-KMRR5|9iUUireWk0;1a$KpmBZEERnEY?59LnLklYC%bgwHLG3{i2GE+4 z1#B(P#Ep1cg1VfUni-aH1fQ2 zJLSXb>pJKA|6D(BzU*Ph{)LAk+FJK39T9><^mxc>Q%>&)lA z+N-k8xxUxt5A5{hGv>Ke=uuo8k+z#I?JWJJ&vZn7{bCpud`3<*X}P z#eOYKcl-A`{oiZd|6f}U{$sb^FmK`R`poC-pxv`EAMbk#eR?&w@%f+Y#s6Mg{{MO) zy7_Zp@l1`&?EA9nq;{@JtLwVry>89*o6&lY3%3_s@Y-P1zBPzx+LQX|z0)Q2+v1{i zH<|68GxJYJ{okH?!=txA$-n&nr4M`$TT?Cm&9y$Cx-sRG@xQg-oF0Sn*zx`I9>??V z_^S7x^>6Gy?oYS>i0}TN`tP;-uh;3nx~stnyWrPp&_1ha55JVZ+f!9@`8%)B-)}cr zZWRA{ZTau3%>Swbn|=MAzDUgpyR+rXb>+Eh_q{x8uzsd8 ze)YBwuEkB(@%v(N`w`QEq)!#ba$M0laSzNa*tK(w(jXm?u zUh{hK^;6dRC+>ezhv@t)}`B~~s-nqy{-#up>_5m%3@@ueF zKOonUcTJjo%IPiheG9LdL>N063GdYl=KuUS=9^KG&<&)dH3V7HL%wtYC&-mdF zW8FiEH4=r7CGPyIem>(@exD@chWU&J|J=+&B905V{XQBE9rJrP?dF*+tP#svTT?Bd zM_Sklh3`wf^CEv+&*Fc1r!8L9Z%mE(WA!U_+5R1x>CUZRxtH(P+2dUCP~5Nn`8n0< z=oF*isSl=oIC_s+g?oPiI5ljT|NW6y>6O@+m3g~%?+B7DH4k6aUCZvxa$x?ncWi#; zpqbRNONkG`d+Dxrzxw&ID0YcvtUgkY0G2e0CP2kG?UWEnwWgQ*<&lXhaNiaW? zAl}`ayJADx!-VOe125hjI{5BRr7!mrp=W#d3x2n>bJ+BOn|*g<^WC4qG5rdR<}cQ{ z3%q%k#lm>^Er(IlZG-092?ui@JebxBTCn)xkdVxsb92j!SKc@GXsX%&X5ZZdAX&45 z0&CEsiH%W{mrrmnWYqk0`NiHm*Nc-kR^2%+B2W=oTeRt2*{<(eH@d~|xyc8eUNp7+ z;&%R@Muoh}J9&+F9+lQH54iE&xp8tdxQ7PH&L!KN9_jq7^vt(Cd@}dJ6SIOMX@<4u zzWkBu$=U~e z_QK-Z2QI$-!&zr|ZVCVKnO`1SO#YWUNAhCsjElN@hUNh}$0YX^g9dNFwL@j#F7bKm zt{uJCdH`m7f_h%(!i>7r6REK^p}q`?ziS^sA>IESkODo4ZQt?7nul+6%n%_EqoQ zvuQ%<7mvKdK6xM8u7J$1d9B9{o{*b-d*|mzIi6=Dg{lt7CV+>CL7`Rlk7d6{TEm@t zYQ_9nfuE!oURm1aKtGOZQ1CndYv)y(+fZJCd&|AIREbMCSE z2#CspBLM>K7R)dOx@0G1vll_I9&R(Q{DBr;D>|q|M%A) z4zGW6;$Y4nfisK#@trxwe=z5d%$Z|?XO2mpapO)?X5TzBe2rX}$9kZ(1bXv`CIz!?SPUA*rV1Nbr~&%kfRY zJM{GSw9Dte`&apa{m=XRAC@XwOzD+(y7@zKitFFlI>GR-}8T5GMIDX7=LHZp9vsJ=i7g8C24mh>2#%T@IfL5 zb53l!241Da`S6XHL)pKN%QpOjI#>2^WzL@o$B*$>>b%NtpHcsKW8ssHh0iuxWPz8W z*_ai{L1qv7)L#B(b6sC{_Ou)*jHb6eG%-75cYTJcx$n~5Uzm-=l6zK`%)T0Bcq-oP zLEqKs7uy$v^Z#CEE_<}+=7rm@=6dga*(>&o=}5eF+L4Wg$2MMkbmK&!4rt)*p+sMD zOk8`}MV_{vb`nA?K+Tc6Gsvj3F7QM@MllL>DMPsZElA6EJp-n+M? zt?GWvl=$Yb>=$K@zs;&_%>`D?3;E5s^WP;y<=$T7-lOG8(pqbhGbCf7r~4?*Im^8| z|If!l(-RXQA)ac{)60<@8TZMgYToocIsd~ePsSgAus1t6uJq?A^*#f$a|UAJ|3Ri$ z^z^bUhwi-1ICrL|dC_CO{p|IB{{Q2Rmuj1QqoX?PJNH?OatP8e4jUu53KyI{Wc?nz_wzj4#JXmeqWecX4<9kVp?0oBIDOY=^&Ng{|EreOyqNiE zVfv~4m1!=!GTnCl2sR7Qu{k_3?~%v!t>A_7&Czp$=Bh4Dtp2<$4${W3mfn4R*&4rlUP-M@sTZq-2`pb>b+jx zzx=;$%JG+4nKx^t-Zj1(4jT=4m+ykFce@kry~vE;r2Dsv(EX&@7B_rl-kh8Np#M+e ztaSyu?p0m0nO0Lhi*3?Bmy@THH8oW}|N4;n<<~ULCs$(r@BEoF@ek9@tBWf`t*&2| zU)+7sMERz#@y(+`Yd|vu7B_w8yxH^tw2yjr<&XTDU1D$l9@w1nQ1V=vaQbe}8?Qqz z{k(1zaI-<}tp4KXo}X{OT0bdmgOA+Jym>eE-bLLDNYpueC|+ROG)Pn9^qidga%cUo zA6jH}LuKQ%lXKps`ISHC|InSN_W0br*@2=Yy1t+gwSpC`d z>g#NY&m0w>c`80m>gE-B=9T&4KvdiN=VxU;Z2HhSce?2OnJPvH9-F^!6nZV`S7EHa zN3vsW9%qm1`$a{Tk8)-F7he~u@bj*7jm*^5+TI)^bn8*^6w77*Lr!c}7hdRi?V_r8 z+Pcu)pSPyEotT||qPzJws2zPM5wye$vRC4(cCxN<;e$KfwI63#J~=D%DUGkv_)zpr z?mcqx0-t9IUGQH#UDfkrpnm>@gUZPZPfx%2d%^6@QEv=e--&zYUeQ*%_VJvzoXID@ zFK0X&Kl?NmUVh!i^;&Y@a!?E7bu(ys=o;&#*(!?Fcl1Alsy!Lz^uEU8Uj;Kf=kprB zyqu`^_p*U;&;y&`1f8Wj8j~iT`QW=(XAflS&F4wtF8PyMW{J0IL+&{~qglYlrBi=C zz^k~*+vTY1*~>3dCqC`&VGYfnmeHN{|Hl7Nr{C9&Hk|)qr0jmVN5bN~gv9kaP*UMo zi8zy_|5?CKbB`|ut7}UqShAf1yT~}7Fyr1P~{8Goh+>QEd^OuLt z{1LP!RP4;#Ur~E)z+v-8Q(8l8vhZ^FX)=0=AD=PU#l7XWI;>dmOu(X;V@~7Fd*^(Y z@f|vQ=Zp8U-`9=yw_bWNQ;_MoBvU$fqjCFznFWXiYM(PsxzsePOxdHc8hi&eQ@UTH zaX`Xey%U}6UV4+_bUWk%5+rRWi}7_$x;l$HH{R|2mO0*;QLpx&?ATV+d$(xLD)IKx znL4MR9$MKWvEz({g#EELuH;!xh=X~aJq+)D>nWttzG3}ruIC3@iys`aEMQzCU3w(L zZ@uHk?p=Wj&wrjg{X+lq&z> zUWtl#d!8IkZ1Pmvf6n#c6^P>scw!isFVFdw`Nd{=t>oU6jrUFpoj#d$x^HFvZyVQm z6VJYR{uyYz-Y0X@@ z>#oYKCmZ{YU4FHj$Nj47&-zz#)snogy#H!8YR2xdNXrZ`~A;AYfeVocu9&x4-7Ld!>%wHc!}Ha;Br=90H%a%XH#vSsc@nYHNMQq~ZSRUUi)QMzL`_owy%=OfvTTmY(>| z=~w^rNK88E!5wLQb35A#|6iY!PJX$R^0L_0xR+ta83u{+hFs822?ofqh@in+wvR`< zGMNrca?o>=racJ_?_^{CA;%Zh$QTmD@;=U>>7o#vl|Ty3h2^%wrji(~qm z|9q*{qx)8mIy`g9AH{HvBN{;TSss(S~uh(9_U(}pYJ@V=+ z?I$9!kupc!YCATig>@fIc+Xp-`=#pY>K=ow)9;C=Zw|a)v}R|Q*_DV>PaAJrUAk{| z`Ti@=;LF-M|2Dy9HHweMs@_+aIQ7UPuk5Ekwio@0w*0rYA$@KN-@5BkS=?)*^_YKM z>H55hi%U;@ZA`jt@@bD3*A^(eHvGw1RxbDIX#d(2edDETPJK!>3U>b!o&Kl0`98Qd z;f4pK&8)1t`wACNC%!rO@6^Y9h%JfX@8{&+_#^&hLaxp-wF5iNQ`mO@SDm?1`R`ie zzeh!nf-1dzoNzN@F2&FO?>8xc`O^k)76-dj@c%ttnrG38yc4a!rE$3SxENlGfzLoNote^Q$qZ>fu z9o)wY{+&Lg-jW?5lQC<)-#)KxAJQPc1BGGq?6C5@O$?KcW*)YGdHGfFx7cI6g;m&=Pu>sCF4MM|ykB?U!pd1}CYF_vJFm;e ztgQYRxnjm|&~bFzozD0C*nUVXvb$dU_61D#f%BTzrc-^ zbM@NK_iwFzCCReOd|sw})v~{{)7=5J0uO0EWPq;fJ$*cW%}g~09qo^- z=N>ccC}N1QWLW1AGh3&rDtnTZOMmmP%O@tQeBHEa<)qf5Qn!@;v+mQ0=kl#PY8q;j zeBWo*aZlS92R+vw30`;l`Bp)O?UD@P+zry~2Xy|hCeA*)0o*`*opsX0J~r~KPcQR> zV~hol8Fnx(`1+~6$4KBr!R7E!1&8&owLMc7ziXLTI<0ml?=KB*o$E`=J!f>Om>x4) z;cujKHSEy&(#;P)<#3Idy=TEK zK+b~4EISwrmrB09{9>+LL$==b`M0$mEfSM5>9FnIu~n%%JyP(dh=lwLEmil+JsdmE za!9P+oDVuDkYmS3Ug*U4U)9L-XQUf^*KP;zZe!U|$aLpW`@Dm@__ojEl&@lY?epi7 zu`*MhG1IZC+n_Z{KlmQFDL@a7%gZZtsIIe;Tqi#7Ay}scW1hTF!iD=OXY?;W;A33; zM=ROwG{oxk1EBg=h7o=g2K)X~>1r%G@gcjjvSb*|`x>O(5Ac?MdG=<~`#}D9)9okH zH{`hl{#srt66+Ij>}~3ojlWijDldArjq`W??SI)94~y@u*ci2AUCT8$mOE)IJ{m zr7p{iWn1RT)l;fg5?`|-YW^|lh_7Z<(^WXXL|wQ%ea6YK)n-l)%$yTSK7p*@Ym{z> zgx!MXPY)+9`*YjC7_4>9Tl0Vji^~?UdaHBp z^F2G(XHP5n?DPS=8h|BFhRM8P%XUqJFy?)}jfs;#=5q1yf4MDE0bUrv(FP?!XqBwhXsJuetjJDth$21FmtCs%Fp4GqN<7tx}XB+E1doLP;79+5_ z9oh&Q)yrpw?O>6)b;{_o+ry^)U%+J)*zE=4AMV~^neweHuc`ZX-gC7V|ECuR%WD?Q z*EE>7^)^~>CVam|mbHECx(d$^%qrK6<_14Fr}^Oz(eeLlksbXK zJI+h&h~~M&dEzgB%UgrP(1m&y$B%BxtgDzQ_U7EobD9OuMRpW(+0-}up2_*;yRopz zj@dH<{+*t=vR`1wc>xLj#d#|>OjDfmt$RCcw$eS~^~{x13cuac+iJc10NC~dc8}Gm z=12AQu1(;YXIUjxd*Ro5$Mbw&o}G>RF#Y246{^pRd+n!A*idre_KTxoTSF^nt;=^j z&dM|^ZOMV!Wd|(gfRE4wIRuh?^zsUy-u_c!y7rkGcmcuO;0Jut`RgyW@1N(m;`F8Y z)8EctW}m-!zfb)IBW2ci#;nJtzF_0pedQg?XVCUX(7974{PAM$Thu#w?qsY6XD^WH zpnY+ZEVsnX*4Z+fhkaSX_sb?7fo**Ai+wDubi{ueeVP#D>zTi1%F?o9JKyK-7XN%r zXY!=5y}2Jhtu2GZMqJ!ZP;7$M;VAC;z_a{7@$*l!H&vufa+&@?;xxF-WiIb)tX?*6 zV|3%fgKN__)O?tm{%LK@p{g_D+Xd#b2JM_pk^)fkYG2?%1o*d6Y4l%26UoYUhW63_x{-FF% z?_EO8>tpv_Ei8O)_~PmB`&*8=hi;QDIDhc;H~sp*OWgHbA%m~UvXELB=VjG6a1yytRm*}t#mcCm)vEx{YO!D-_s^PMLv{1-p(c$fNn zx#hRpFZ7FZww&>3{O!}YvFrs~S8FQhtl%o>e$WYfHt>j8ADgVh4?0K_lr}5=G3@tD zXLx;Ysd2^AJF!;GcmM0nJ(;)Qz^{0<(-K@fTw8c}>m6@Iv_YmsOdnh@`cQIJ=2UIN zk%(vY54lgDNlcdf!B8Jmdh@?Xd7fr@N}~Vba>KSI-}%he1|(;B?Db*ZJMYnQ9+#gx zYcK3s;8J_W&pUE?$QF@(yI0B2ohxr^oOr2c@?TKl6UEyE+UIZMtZ7gZw|A|Ak+;g* zBTY%5<$lhF;GO=48@_M-$HNqOOy=`8&aZw!^X}C@>lfO5GwFvB?-!}~nKQn4oz#dk z*lxNo?#|UMV%1%qYFkRa?$X?CFe^=OWrOQ=P(gFy>;aQK&J~GLry3W2zVzl$=CmUT z>+)+B9GTTt^uThDLGR8dYmY2aP5b{pi6>i1=l$uKa6ZNYVq#JsWuP*!D@MKU)5nXBsnz zvA@?i^NY_c+hhv^(EL36yu;k*1NeLntGB#Mt7lGH^t#Hp?~r8it7~86ldgtO{e z4@^6CtLDYJZ6fP^gWWHm`JGv~1$->6IrI64N6)w@8t~2+cz1ecrk>=RH*pUlH+|qq z1x@Zt?rC~^&iHHa`78Xk!T--1=YH{-ZJVqB3PO(Me;+C{_gEXIdOH;5%(VFN}Z5UJly?S z?{(3-7^`FbA~(*@PA&Yof8imEW5NN5nM1ipO04r#6le1PVCdZ1^IYOaG0&UEUFR&9 z-?VQ2WtqB7(%^(*vRU;PpYO%TYAlU^3NrncWO}^qIIl?A)hCvSN_hHF-tC)Jx{k@T zGk0#~0bi}#U!A{v=E*(TPJiE?VX2xkb4@yf*LmT~PrYvU^V~SkBe8rxr~^5NvDyi| z17oc}$LscO4*8Q#gbU2P4<3;L-)+0$`?Td-{4X~w-=e>Gzfb1>S!~@L@lT#)%z`-O z#lD4yX0v)cVvH>Ta<(FtyLt(q5{a9(r6bCDa&<-WRKRKhOI`gBt#d)_w3&W%^z z1oHc4m)mmu5hDR;7y|ShreH1Za2PPrmkUKXl=`w`S0x) zlSK*kixX^4fj4z6PVoQEd>P!9_KvSitJ)PI)^My?=#3@kw>d1;3|mds)=Js>XUDtM zpN#$&#pcZ%zvOAgOhK04k}Sy=PlKD5EY*C_lMPA>Q-y6}d4F_02hRy|e3N0RX4$<- zpl@d;XVuy%8M@3d;m1_<)h1Y;J>H?ccKX%V=k6^qR}Pu^uRyC>dhfJtN$W9RKX zTgP&+j_u$K)w~rO);$CT7^DTVZngOB&zDb1?3c)}0Q-Tj$+qe4?Hac4%=e!fNBI2E zn}6`pf&Hh`4|Oyh?rGZVda!XZ^bGH7#yT}g&ocx4tEQb062G5f=aA$pY{A7R!^(cA z;q_z{*^@6bMcb`?=ex;o$#9-&^;sHwl?Ei5`nm(9zRO?TFprB4NvBma%N#B$3I~ez5WIg9C{L3=z^n<-4Zu z=_m|3KJjs;)QL%Z{{Q*A`i7!%Nu}gop2Wz1e|Du`p5B!D>%N=*$)IV28* z8`ORCFF!EKbh_SSVR6Pn!h1^&C_F*i(;?xh_xHb5^?upRB9+tcL)nVgOFgd_y6~P+W9@>|*)zKdRD~?fNDm*;B%O=|}Nm!>CQm z-OYJhY>ywD_c-Bv;RgQq=S&`+ovF6R@^VZ3>`XVAH>QDK#n`Lo37>hwKSAB@aG}9u z{t3miQ(nKk7}{=sReFX`P21&!^O+mmrD7JjEdTUD)$eV1Zsh!fCh?rj`?If=?CDl_ zmOEyrE0i@|tH;ymdj2!;`NF1>{bDr-<+0sMNN49Lz5fDQg0admFs)syf@DNg@Wc2 z>TBXBXU}E3+}G``>De>a`u^sfPcq`Yym#Ig+xX@0P0eK=m3h8Nu|59VsvQ+EAAEob zEGQPFA}9baJdjNGw^AON&Hi2w$UpF?i9q08?vpZb5 z;knHX=5T}JuA0AxZ@cF3;$AruWe++n2E>98vcrq@fz|i#X{A2gNEA?D*niCQ8_Rp4jiN=Bp z4ifHL7qu47I#Apk`MP)ey`41)&lP#ob^aUN(uc~T{J9wqJ1G&!~@<@YwBH_fjl`Sw+cPdA93Q{a%u`Kf*K!4r?} zozq|DlX&Eyx?6 ziknrxYP+nxoWR*WZPxSzW$XPjs$BS!=cmZWr}Dji-Mhy6Td69a$D<|h)fRsBE25MICVXyDyB4*6mF#O~J`T=U4KZnw zPpe8kEl{&NoLTSyT>L1QON1>y>9Sb*z$=rP84U8Tubxz^deo3mYE?dKB0KwvW!WHW zXPlH*@SoH6IYCWc;d;x`&vu0+rhZ&YS__+_d5a-?cs6#`D(U_2!n}mUZoH1ecmW5Bfj~lSn5A=}Q{jX%^>r ze{YaGTv+hL!h&h-S3RA-tEMV#cHB_TyJ+v^nVP3ff~_kHBMv zy2be>b!VUM6IVNR?=9u~%z6zhvLt#qt+gX=G^iCxoO#k)zOVS_fpe*g4I<}=@b>X7 zzX;Cwmmi$SEMWOjC3(T2`E&!@8+~S}E&nq?=Wug871QDAV>$7!Pc~xt!>vjY;Jemr zmU(LR8hubAVtLM3lFLJTk)A)mS?)z)zzkNN`%T|wx|Mvg# zV^yzG^d;E7m^}0TXQvQX^jh@P^dh-)JzzI-Kj;#>mTtk5_KEG&k#q~5YjdZYaHosB znmQrYWAL{x?pGBv3n;w)}CKbyK?V|n)3&F^lmyA2|irsBPpc!U3*rR znQGg-WsN$XzW>6-w$>G|vsSGxY&jTs_(4Wu!4m^;E_)=&*F3YPVb1iE8|!VYe(t_~ zx9kb*5Dtdy%many-Qwv?pDVCT6=!Ql?O?WPJl!6@PiYH1v>fXj5F#@&x=@{_xX0K^{nx8#l;GF^K^U-WWx7P_Whml>+i?qdd8C;tnf6* zvkluY2;aQ) z-skVR9U2kOUuQ~95%WH;|FfdNMOMu4U5D@>swU!J(Za2Vp|Wz*_x1F%4@w7?Z|sj-wlSdSm80+4<%R`PmIaq&EF$^lSg@yoYN%YuJ#<&pKKIDQ zu8mmzlTA%{`a=neLY_GcmtQSCdCWLr{q$v=^BI4i-pYCW^Wm+Uy%H9gJacr|{A8Go ze>R^6*HID?<#E$b#zoKkk@hZbcjL(;=@uM*GA!y0TVMXRS{@d|XUntAuKC-(=dX9x zMTeS&ZjwJ%_flMF$3F2-3&pu+oH3qIu2V1gbG3&`O!9n2|G8-@2R$bz^eBaI+2H4# z@RmJ)??*^8;|$j&jmi5CZ)Fz{0^j>_#Iu0wN5E{GrF9baSA-1qf5?+M(Y#*o`|b^? z-!y)(${*Wz-{-de;`pKnHPvqg7E7Nq|ET+4Evzp+LGRZYj;6_M2P@`PxN^TXmSIt! zCkky&`B-d_i@hHlHT|KCMIk7puEjsFsi~;sQTw^+!}G+qnLj?8d|UpIf7h84jgy}p zm~m(8qSjK$x>A{Js55J-c*1A?c(dW%6L4b)eD@3E^}R8(FZ|2O^|I)VUF&Szb9VmnJo=zzMzzuT0+8i?bC}g1tV=h1emecbyB)u3 zryTelmc;cUh5zz`=}M>eY7}JGk z;kY4txYPghm-=-hmNznP4NBP>6ZN+6Y*Af_H7K15^~i5t)cRG*uW9Cg3zm7%r zoUZJDU1G;FjgZXv{6g*c<0+jklPCWzd!}PiEH=lI`y993WudI8yyfRh4{?0Td!u^6 zG9_Q+Uwi)t795rL1)^N!iM%#1&BzDi`ypUQyA?hPnt{Y+y|67C^bRK$ zJhOx}g6>Q^*(qwf%SzjCo+b1mmapPFI?Uf)`=@iSVkb`+&oai#mrX2qXIw~k6Psho zeeAjjxE|D*vGrcX>$#`d%j90?%)1zQkhNUi++d~!Z~DQRn;-P7_?DH+6j8m`%<<%d z(_1+=_0{hJ)pFSqJx~3@Hq2P#E5imY^4>g9-+F0E=lh3CN~Qdojh7#sc{$-P?-R+d zccbmw?yfpK<6GXD>C=wxoE2Xb=an^MT*V+>K6ZmhaJ^Rzs!9y z{rvsB=Ys6%z0Dt4KX!>-%dChpm~1{l-S2SWhIe~dY+^oes{IXJdi3DT#}CdF7Cf`C zV7_PDtq>R2Y%#;tfj{}Y@`B|X?Ry(8q`OJYG1YUu9&_=~FCNBi@O1O}U)Ql;XEGjn zyOdNiPwqTlAT!63?_5K9>?GUViOX-DzBzl=VpmDB2ueqVXL$HpRCuE+Zym)PW|o$9dQ*znn6cdd1H${WG% zI|sl$sq}Nr#g)a&H1p4yJUu&e*`HfJ#+M$f$uwBENjn1E@l?y-^BEKo^A4-T`_DXa zt2ewEq}6y1Te@GfvC5-U(>%+Z_bs;!DL(r4?ycWTpT};MQN4E}!s=h*o1;6cOxLP* z_-{MusBREnW4}(e`$)v5h0*6;cRdkgOXqDaw2D5M^vKx85Zc#EWQ$kZ`Q+4*chi&gN@uzQgKaczxzG3>wZM&1#*I&z*o?XFv z=)u$9a!+;Y_sod4vy}^XlZr9nJ$BecJ0fDerj0Swj>fs)SD)&=t}%HZ=T>81@a-Ak z8zh=DPZXMed#-qVeq1we#f2{>ynfAUUuFrii}yBvob!rHY}>M0#UtOCe{YWi_tD?j zTszrVZ(DV9s{fw0&kqiPZZX-h!+h_ty{}E*#jY>h|IAcbP;VB;ehZ5>VIhud= zGe0!?^kC6MEwP&TgGokb1%5LB-mVAk>AZ=lJ7lKqG_xW!LVv1a#1P(j?+GILL1W5l|A0Fx~sARu!ulFzioM*aE{+RIAy)l7=o8x9t9kt!+^Auw&1k=`*>&f4! zTrqjJz?T=nbEhoPoWmjR*TSuS=$G`LXVrc#`|qU`Zrye=^;E|EO*LyDWJju%>d773 z7hiB|@!vWTMGx=S#vUu?t_d*wZV<8Ov&{-f;POvfpOIMGCj8K8#=B!r=bmOiksFri z-@k6k$<@mbfqhn>5L4%s5O4RH&#^9|TFSz{_iyBb9zA2GhfF?KnI0b6+{}HRFKw;) zy(-X1MSJSD@*syB)n}$df)*4v)6;5>rE`Xga|WyOY}0&t;lOv*?e{M}xpe8(lWB5W z@^d{mHRtK2ruWs@_tx@6Iz79xd~-mt6>szF6V0oi9jw@q%*wsHausMOLwb6-p1gv8 zKJ(?p+=)!zw2mK~`uM@ALQrSjTliMIu5Uv9PLsyJ{?nIP9eS`T(V%IgsE(T6;o@d^ z!tH&xJIxu1nnH!Q)^Kc?o?Gzl`RY_x?Mq3IjBo7s zS$g`?`krZ9`Hh|DAKRDzr?||rq+-UQ%4O-Ykp)+EB=YaXfGWWBgHzMljlmIIJcIXt z=i!a1`m@RhXZ~B!Rta#08-fHLVl7$6VEhN&ni0Y^n^B#xSUz;>;8$|T$ zx#{E-Fi-BhT_6)<$+vF8zG^YYJ$sIQiV}kMTi5=LAFhqPlA?7f8Wf*`FF@9x?Mv=e>C@E5J9vXdgc)nvwe=Rr2@k=Sr{r4nBRHC-p_D zd+n8os*{gxJO$W(Pe_q_&3JZFYPFf=KBjN$#BcaNO0I1ydidpsmuzOiRTGKTL2E$$ zkLT>hmCTioOy;n?KKJ(bYkz~6_G-WR78XgxfG?p5U$A@1qC35|{f%m<4O!pELP-b|#xQ zd;D3Guh-LN337z9##PPhV_T z{rzCtBOj|Tmv3En{iAwRBk_Ncc2valhucqVgpDw$PTD+igVD>< z*KfL8jxB`Tda-6dGRx0C(bWCl5}d4 z%>lc=*X~>Q@;f0a^u$^7I}&sFL0%RYYk&Oe#| z%ct&o`lt0j&v>-VRy*_~9aMi_{P5?&u}*{Ry~RHbn#(7r_@_Sl?OJy&(?T$B4u`p4 zi}aJn^H}HUFF&~Y$rJCB!n_;fxy)9+;{0ZkS0`0`fBmazD>S#q$-mii!b7^U;IfUx zde-=hhj#HeZj+CJ4EI=G}Dmbdi(u63VwzwpDR=XpEq>u0d-`{pz^?%L+M*zUdVhj~t%&a*zH zqqZ-s*6wzm_Z_=mJ=g7$Gd659&=*+1{My*Wc?M|bE_1uue%H-rnUiNk&9UHJda(Y~ zazE!xgPP`fzuv33ylj=vGF>^NJULz^@B60mNxl=Z&&mCDuNGUh=MEd^C(jwJdBSen zIdA3i2(od%HZyUKI4!(=q05X@>?c%j?V5M%(CL<3g^*Dr`9f;1O=$lLgSUP8s`CyUf`jS8ht zHE*>klzy<=_E+xTOSdoG*YsT`bzrMwPYkEutS1@yQ;h#!f8TLz>yNn~%sE>Y{+|+k z{&@c-mAUu!PMU7B%jcS2a)v=f#Po$GGfsiVTNau~u-mWPw%oUdbB1{#XwoM@X3f*i z(+st5C%fs_s`7g>#T38de0$X5_`GIGr?NeZN>?VXo&7yZ@PQYL|-$ zy*&9|cgdDH?1xfIW-Xd~>_I}V;mq`mCWEQw_kNyx%52@A*8G!G&Cd7L?d-{&m%)}? z&iGd)<+x`KTY&*@qujB1?GFCQ^>R!LFJHNsSt1yx^M4&Bb6+P6|38H;daS3WYH>TA;WdZDeK$+I{6e>R-%T(+t6*_vx{akpL=`~L1( zc<@$|(Zv8MA6N;vc%{N8PPMpyR?kwGn#}~IrKoupyi4Bix+b{a!Y9Vb`CFa&w}a(g z%D$^y)Gb3^8(*lOY+pCEmEnyfM)~x};H5 z=Z(u_&_v5I>-(Syr+qhlq;fBvXPD{YpKJ6{>Rhwz^Mibo3fC*}-iUXS+OWUPCA@kxY>{Q}=f*HR=1DaJ+KEW1Aa{ zHG8Ax9{5*Odg$N!F!eY8m#@Ce(LA^9;E7{lTQ=A^Uv6Fr?HtTdnUc+2edbMDZAAY= zog0N>ZyMgV-OxY2c5D2%YiZrW8}436z9}hF z-dJ#z9f&Rcl3>f`v4O8%?ckXfmdPKUXR?=w{abLpN8v`MKu>yTILMX4&0B3gO7ek> ziScRt>Mt{QM^A0wOAGe0In37Q8f6P^P3hJb$~*CA;@Q)$c5j`|;kNC$QKrsTm1+_3 zx4%EWtvi+b@uoiaz2N^Q-)zgb++Y5zHae*1`Q@&$&e*iC>8Q$#g;SMQ?0I-R zdiq0!8;noqrnqPbb1E9h?O53PRg$ksmi-{#ryBic$p^cpALRK`FL}n{zddi78{Zof z_G6pZXh%iNUzmAt3v49neeTVK+(*HOrM82Rg{6JrE!e3s4I|k*75!E+!EGst| znLlL}Z*1QfU)6YX=`q(i3b&;_=1*p`inF?(-4F8o8y$`^85ZN8%ui1G9CidvlyzJ3 z{_R}6TJk>ky#pzaOk`NB`I=-?*nSJC&O51l%J^)>x;J@mek(2y3R*ws68Dtb;(iJ8 zd*ZvIlU|;lxw%|%#>XAgQl0z62LEJ!(h0h%`w4T( z?Bw5_i&r0=7kLpp;CrKx=MBSUwa7_N$|Jkp%sjKUtUOu&w9hn6=V$IW@BOe?Xgopq zPV<8azg6$=+<#B+n^&s!k_*OvHtEa~N}oHeaq5qZ4^rzr4aD|E9z5h^d*0I^dv77A zv$DzO=eOR;ameB{YGaY5c2@opwJ{)f6W|NU>U=%X_Gw^_`OpKj6y zHPU3DbDuI2Z1yY7*82YP$zPms-g3ipnH$A?ZxngAx2o)aCTH~{VbQnU8{eC^FI9_P zru5MN=-dm3Z+xG9Bh~xaueWa#4cklRl{x%9r0}yP=C|~#%bRcC?3cNb&DT>=#mc?A z^wS(>Xxp6m^|`0FZ+E!OJTagB|2uP&jedv0b}27^JN3+y|0nGi9anj}d!v5$oB6+g zU5r<}!L=b{-;$;F&NF9roj<)KW>&7k!yx^Jdqo*f76gA&=J+PX^0<1fsE%5<@OiGZ zPtc5iG-UT57UBH-|Dc|0rUlnG8P?bN1%iw3^!`ol`DEbhmpo!Y1 z?A2$R3;W_P9;)JfesJFB1aNC?-DVT1)Q72uts@tJXYIjL=iyQ}@AdBGwpHKp?1h*9 z^Ne_cwU*KHXz;BU`RVAptZgJ%`;GG|{o=E90i=35Ac0 zxxOuHTPl{9kyP9EIpI90XSe_4Hn%(5*v<5IJX4=&@aaL_!PJlU->+0-&Ad?evfO`} zikz79mYC<6(lz@poH+SaI^t19o&4T3l|ymDiGSokbAS(L9-L=zw->asm^tO6RQ2J> zW)pRfwp^+3Yq3>7G*38@pW)ilE9W2S8GhmF`u4-jY{E`M^ZWhmU%Dr4WO{M<#`hx0 zrC;yNP?+D4c<=HJ^_N$^hZ;|@vz?p2%U$7(seoJGMo;g03*uacpb z6`hmsXrFJ~@Z8}>vBH}D4ChR~iEej4P;GiS#OiW{QV(y!GRyn+y&gBRReEMl(vI-? z<}bs!`5I)zK-}E(^OeP)Mg9MSM(#{xIIH_wzKZ|QeHu4)jn|oX)p>I@lb5`GogX;o z%=EftdR}iP=G@%V{YY7OdvsqG9rjyux};N>^X9v_PgwVwK`pj8GJP9ciR_?(GFxsOx@wpHjCsL5Ce z^UdL8PdOBB%zG>TtjWK#GmrhhG7c$=G_9^5-)`J06`ng`ukl=yGEe0!Go z^66HwnKn6FGn4Q4Cw`M|OtE>wbV$ZcPR4|vZyG!Mx#pRF7(X4!w%||u#8@;}TLTjdYI{N1bM0f06;gWry z{gc}1$$14*=?m}oxL9N;^%y_v61$dfA;>p}12XD0vq>t}@6f~bpjn^&4_zz@lw=sL zpZd4uRIt~+`)B&LbKL3OyCZUf#?jO7(lWa%L%$mER;`Mk)Ui_DWkSb|W$zmImjAu< zZHANRb)Dxw=M_FV82C9s=ga0rtsf=T>Kk%u+rSCn>X%>3&%e01v`ha_UP4l>T9KTL zCI7Yf2UWF9zh8gll!{sBFUa`m{I%s4Ob=Hy8l~rRaCmIV_6yE&$Jy-SHDW1BGO3Pl>c$U;!4=y%=jqXE%+_a5^7%6n7o5iB-ydefUL``3qU z>tl{QaqueNE0uql=a$^JQCIe=wedbTtfj$`y_XS%`p6!tSeR;;?r$!a}F%d`9Rd;rUyE}NL3wV70sJvRWdT(<&t1aZln-hfv zEj2MWIZm@&&=2BVE1$Nhv--lKFOy5xoeYa`dervbLGIW+>yIaARNY(c6EIomsl}o% zd;j_$JuT;v-?_Z)_s7DFE!7fA{nS=H{CO;@`;N@k&=w1VBd`W zx3gB*M!XeY|G;>!^zXPl_kGhUqTUFk3UM+!zGIJ5$?M+u)jPZR$my^1wt0TNIz3?4 zmdWQoE$@6<*m5Y)IdP5ghNhz_n;r(h=UUi}r`9xi790A-OrDXzz-ABpOy)g4}FFd5v(JIqs8#J|w&25|4rQ+^GL^WYA8Hn`saWg&%NL13tPD~r*Q+%5Pl$bMxV=>B zP5hr5)tnuh)+^4ve#lE%)NdA-vP;y(Ll(S~?RV^H%$eJEvR$%fhL71P7q!_ZYl}LQ zA0F9Q@F>E9QH;-sTSusT%e<3DJ7skgpRRrTyUQWI%BhvNT{!7U-QiUKRh@q`?2n!I z|IN5{$CTI=o5CkAuaCN>(Hmjm_?5N0RoHR!{$%!RnH4WNu7P{2@9Se;o2+Un(AZH7 zN-mie;(l|u)t?;FiP|gu`*OzDrzSIgoPPXvc_!n>Z$CqfCp}zp(!lC}m)Nyz3rW8@ zJm6yH)0UvcaS%1piUM%N{Og%eEpR3&HCx;83kKyX8x<+Wz!pCk*U>V04iIJ z=Wu~rk;ZelUY~or?U%5R)11%%Zy9d&zErmOCOrRPh()2+oSaAbV&_GVztk)`URIm8&s#qt@0|1 zo1y#9;F;p}TYH4#UnE?(#=!7-%a^Fl`^=-R=rPu&Eji>FoM_VwUM=9)D!d$$XJfd| zO`319D{jKgUp&hXbp}5?vU0;ersp3IpH5V8zwwp3^w(BaA?D=79XGIe@PGPxB2z* zWA5#&X^`)O5$6TEu4?LOBBCLLBvSInPFo)O$PC;ip>v&PDNezR6Qy8T5| zCuilcBZUQzEFocXr+D_7^Dow?Z)*eh^p+p&y!@cWa=(2?)4~hyLq&QbPlyK^TzD++ zcCd2E!ARy%nJZml$I@r~Vchgp64C-MEQ;XUckfKPQTxG}haa3t1WhUh8r+C?Jt!IZ z!BwQ^n|*)NXOHI1%MSi{md48M4Vp{$xd$2e-*ax=@G9Ml<(N}Xzhp_Gt`8WemDM&UjNWy#!2=vx%BND zUR*rhVc#u1!)H$$coP2Dn)|MGHy*LBtcnzx)=_-?uF1>vrK)k>dRs)MdHP0dc)w*; zSNXM9(etmaxqo0n(f%EmzB)g!yJ{5U(phIL^l(k5LENOBpjwG3*S-R_BKO{t{+g!F zAG~6}cQu|ol5Zh&PKGmGVT0xNx=_EDPvibRam(9KzB7KMlJtt8Uk~0!=WY0ZkLBd6 z>)&0LJ_vR7Pkz65O~c+(4zH}=eYP!^>nynDA`x56+U*$u9;$^5Y)#+)Hl;Oas`8{a z@oUc)sLZhhTXHyI{b4B`wHm=|4y!(dMlhEu*GXOLak0o&>iK*hyd*(0Q4NxqbS^g4 zeqF-8e}?lC^EXF+@vtA7$(;C?weI!tCry(}oz46|`E!3ia8I|k>7(HhnXbd}Uk=|; z-+ts{u6Q_l6_^-{l8w+K~FYFl4>%5wil&3*@q?4&NsH=q%Qz|I}l(ktc_JaYhr zyI$g8X{yV;Dx9xj>)#F~yvvRU6WLwozz}_ z!CvjJ_lKBSI(~%{!@fNTHmf{(aQl1b`GHYvLHR2EJ{H+(Jxe*mKttD;TR@9<3Z>7r zls@0YI^&2**N?Ua$y??o8}kk?EO-`R!Q5=ytr(Zb95CY;XoW>Gc!fpdg>*NyIgGQS z)aG!0`78V6WXR!}2A}~n3zMIW{sFyGar^I||HadOXr}YSGYbpy^8HNTo?XfId;hE~ zo+bZYh6KCm#5Bx~(uuJU(`&hds4l0QDb}1i^83}BZMzHfVl2e<=5W8xKk)e0Zo}n; zZx7Fye{5^Lm9JsM4-*6T<&qlLcR&ImnnT%2E%_hfiu~y!_d&67fO|#AUy23I;%M1L;^QYbFzOR$`((};d zsNMwq)0cx%0!|*4x?Eu?@av36YxlB4M}r<7T4?~T&TKwP`n4v0IQ_(RyV1+(!Z-c~ zKMdJXpcP{ws>hJnoD=HxF0?DAB(JG;;lc8+m4)K(V~R72zHz<@&f8=%H6rWuy@c({ zH}V;kWecuYU!%6?rSZe-HEAq|T$vNka7Te!-=N-X#dGWY+6JA|pPm$1rV3T% zroA?i;SlF*;buR?%9yj?GAL~JrTZ-pPj>9ySRNG>(<>HZ^W7v*kz_s&0hx`uyK z?cuAxGT(^*TzqvCOXQC##fzV-bxwPmAVb73P`R5k6t+el6VR1=BvAv$l8OyXkMx zYcw$;KWOo?0+kpGAw3yRaffXi=bz47xHB%kPK=#d$Zu!+{!NpoJ>Qj(^z`tJ?%-n^ zQo^HNZry$)`;E4DhLZKWZ-3dgeoLN~a@rOgf^09eqawCHj6CFX&tcvfQyH$q57L)@ zpVH}bGve1bHqf+Lz>Wfqm{YU!nvbfjyK~IpUiNm){m;ylMf9Y&96?6>Nts&xboLA2U4E!F_~D_I1&wF!T-m4n;_02sM?X4s?cNw4wf2#zsrbyC z9HsAvO+Nhn@6I&!LC}2boGO+Z*7vp3pQ?I%nA2@NH}lnrmepy8jv75YH4~CpL0ua5 zGP%z!?=>e2O!wUT`_#;Wr#?H1)MD;8>?u#4SDkt(?&>np=d$~D)=B(69q~JJ_K&0H zGm}njYI)%K^pjQ4!&NH{-Z_Cwij@Z0(6x3?4Ps2AkIEnD61$dLu?ud1%@NO-#Xfr~de0iJm*ENL zYtv>w{7X8fMHVy>UAE^B+iS7Q2VQ1M&0+I-ZWd2++igfA4ZLbO+d}f%-0xbe zu4RYp+Mp9;=DMiJB*s!|oeXcd!uEB|4>eX_`Ch;IV1en&qjpmt?N-*gZ*Fq?jDL>O zY2P=J{6fdJCcKKZ_idhWblvqudA6R5=1u#(Mp<^oOAmwuw(j0JT{1Eo86F zoo*4mM8x4-Vv%*?(~=!URxy^c*X}WjP7z-XV%Ss zrgp#W&iD$yy9kgCCw+S@1Mu2b1WxNEQKS@ODY(u|*ZlP1DVB>*`fXQ#8oB;pl(6a&*Cye@ zmb%97uTp1p&b|FT>r8;RyZ*K84}7~tYStIMEYiRB{9N-)LC)~r7D4v48Hsn>lplI6 zfUXSM>X&8u>f+Hz(}$-zq1I^c;_c6Tzm2m$Q-0aOOrPJMq&-~ix=&xsbyJI3sIWfu z&{X3@wfY7dP#re2rXeQndh5%JN1Fnl^ZKae9R{cOS!eEKZ_j+c%eVS+?uLIK&fi(q z8?hr(r)Q;{cEkgJ(bS(3rg8$I0r`$2Jx`j@VJCbBE!OSBk2)$6CWL zHw&Gz7C07cymn`M>$$6*n+gu6Jk&YA@5z_Fiym^WUcRy1ktv}tB|KG?=U>VDD{g9c zOoWe}?f^|}9Om{gnWqU^TwFSH&#P;TwV!FVO3(0#X;Xf9Y~qH0O#4s9s26(ek30T! z>7&feyEncUw>Rw!oW7}I`r#v~4eyTy6n(Ty;cU6|q(JYR{B+gdLQ!wGd-JwGx|r%F zcgKYP*v)G25JBJ$!9|cEf=z#N-j+r8>&?_T4Yud;gJXpS&U>oGD)!YJyCbE(d%=zO zf3-eM=E(eXNodxG2R}346qkFyw0*u*+{)he{}nfdJ0=2dMH?2imP*IjH*LMQ19V2) zgu_XBkN>a;&wTMw>!$R#q`z&<505n#Fh^DIwR*`meYG&d^V3&3gIYmNc!M385Sp_XVblo_m^G}xg^&cjD&C=}$dk;SldwWIk;d&nn-L2OO_E&A!O=&u_ z_eSW;))b!ibu-wE^tZ-*y7Y3LPLA1o;WyPqE?@5d6#RSY>E+yV>BfS~4idss!#2#= z!Rs#uA823c*Qcr>oc}ojQb4sxyC346v9`}jO-#pn0Xs4^dOkk|?~@S8li>n)3yVA_ujc&vV$%E=oVT7&|>&wy^o#q%v>on`g*Mm6ciEg=o;l;Y_T?b2 zO`A@c2&f&O-&6ZeXT@UK$mJjIp1OQ%dfk)H)`F|mkIXx2k}BCy@L&9?5gSJ~_hX}w ze+T|uOw9lrbiMElz!G{DHS_^3(nD+w+B%v`o@j=~!L) zMeo$IYhSs_xzkqLt=VhyeW`py^s4EWS~F*Fn76F+NTv7G4KXpBo@`8!*wrh2*UkCz zQG>+XM6FsU_G`Hs!pqi{-}`l7;mJ!m9P`aOKcyRT3f)S1WG2FuUHQmt!tv^@4vEdH zS-IY>7t=6aFkdeq_2c5(FHY^5u>~}cC4H(DG;e>Z6|`u=_ML~_L8r1s6%8-g)P&bB zjEOicyxwre_VjBlV&402@9ndmHvK-sv$dPHN7lSZ_P_XU_gVK7VzGx3pQrquJI8X; z9~0gbW%WEw!HhmuvJ9?23=l8k~;IQ-2?s$EwAjT`#s`PYv6K&yfpS?S$RuU##5rLsJ_xISF#q z{Dm=~RT8C>lzZaOKh{+>H<-DD=jfrRc{_R%x5;+sZff(8Npngxi4U@u*_HBcPAhuUx5-_$_C8ROxi^*>(H>#&4MS=(5SgxsmosqI)fR`%g#qxkR3NVdlEK z_u-+0#Jg=piCXyz{&(7n5@q&mPk*+>^MB;b>ztt2hu9OaKJlaFlck<456^J!*lqa! z`Gs1axEjYtQ9fmL62D!`CVqP1?7y8~h<*0woi`kq5+&U_40X=7*1R(={W5b^?XiNy z4IAv7cW#)b?#P?D_wzOO6Py0rVA^;~#p_Bs$9zzbJOu?wkLL9QhosLvx)|H@r6zLiw#|}=vxhz^S{`p6fzr4O{&If3% zdD?k?OL^_Gy)TX5`p(bX|HwFR$)UW9cF8L@D93y+pOEWu_z7g;^5dM$ATiw=*+N@d zze*gRx#6+T4av0Xi9yLxF-xx`G_Rf_wdH@Jmv5o6aM>(Q>(ec=XN9kQI+B_3mg5$9 zb!~O}`Yl(~K5cnZmwLwY4UCFHJ7Ou)W2vQ-+1ilmTSvfycXX+kefS=)B0S?%s&U8@;>Rj zU7+^Hi{<56RkE)nR_~nmJyYt)oFeW=>0f`poBnxcn#v(R;l!He&7g5-&;wPmqUKW!RZq>Y}&Bk zSfR=r3n9orlbL2E|KiE}pQY43^0)yOFH;NN@k^?9>VNImecj(;wr5_NdZq<-~Q@_n17Z`ICQDLz}r6g>FrG2hDUBHZ%jgu zTGp|0&+d5&3J374^^Al5@6@lT?K4w(4K7985A`W0hTkih`DxkdDdw@u{!BXE<8mWY z>5YzHnMtsO)doFh7#p2679yc;qb!B#FM@1}Gyn-0Iy0_k8yWisXGmZ5*!OK?rT4dc1@lDvk zBJ)?PyDz?mZ}RWE8(Xy%uLdN)EiZM~vHiSZzCz$OmSukxc1%9IXsW+5F$(oO~Y485T zHpy??(Ef`{jJvw86`JU;7wGUbpPw9(xPEhI`t7{)8#g?UxKXULX8*y`faY)Ej=ZlYfdb!kWV+-aNE-|%lOxcAF!-EVwgxqG~L^|I*MK6l!j z6VET);GQvi@%Ot2Q`Ob8PaerHX%5OR*;Mo-V$+|)MN)qnx_7+HjB>bBGHd^Hcbzwi zQ?Df@o;Pl_Rosr)cw@2iLG0{`(p!I@n$6*^KG$md{E(bP&J^7c?~^;V@*3E)-(B1H zMAd||F=Z2{pmCGjvAWK?hQ;>(A~w4m`4-D$GU2AbOvS{TX)kB5-yD2*lS`l9;)MqD zrhqqwofl2}1ld?%bU13qa`yLH%VvTm;f-aus`*-N8E%{wuj z=IsY>OYENNB(8naQ7!!1>_p3S6}w2Q`x7nGADK3Q0xAH6;9V)|vKAXl}= z)~x|IKHGphC?6&HT0tF@bj|ryCErx(o{~W__-1Yv-;@@U*C+|8Bawo^GzYpM>AWnwfy>-NUh51dVLU2-@!(Hw1Wa{$CDL-H2 zuX|dbV>HcO?~T*znGv#AS)NSh&(^>FWx~GKkInPBp4s*8ExFe{dCSuK&#mX2aGov+ z$`KOb2f@2-T@w9wKs#fpuMD$FK2^_sGtWZg8#pX$t1l z-r(OZ>FV&>98*?($7Yrt*HU|GBa$@No>=a&C8g8ghWCxf!S<(b_uDTmkvi8R$jMZho9>+Rrpm&6vpAC% zJ{Hx{xx>wJyDs7XwR{WVv`>w5e;X|{srs_@;l|(6GkpHE89zKQv*3WqJ?$Oryj?lx zt3{JOGKn*-OXvU1_}3%NKJ(?`9jQ@F`;OPnQnO!Lo!D~7(K+#tl6F+Y{)YkZ{dVuv zmR{M?>2ti|-ETHE;r$N-EDAJa6b!@H2Y%Dwz7fAZFr$8}o1@w%|LZFzaHN)T`BNN}uQKCIl6aL>T6|f| zWXmJ_-n6OJddFA4N;@xXTDoQ4HM=Lzg6^AJPd{$u`oawC`NwRasVuWOpam`YdqG>* zA1|rdY4&kt;+JA((B2OX84D3UhQ!J{h333|kNc)yW)NMr@$zN9jw60A%#}s?q-L{u zw=yq3)Yt%;ZrSsB?shweZ$|^J`5SQVb(`>2y04Y__@Tz+hYS%GR_|-|BF!EwoNuzB zj`@b!?pras-esF+9@BP_yJq*S&NSBk_=BUy>K_f3a4lE8{^IhcB}#g=a{T=f78yD{ z_x6CQd9Z2V@m?Ll2HTvK?%~UedBNr%*jS+P{+CbX<@8gt?Skvhrn_m#n25NA?FH?J z#=nSecs>esR@B=}@_*w2W)i`*%+_zTx(Z~X}4nK=_wm;czWbmzvV?d1-V zzc;`5_S9m6ZjIQ2=IciU`P_NiKZf4o68o0o^rT?MN$Kh3|8BCMIH(@|J#O|Afr4}U z67`SeDzzV;c=#cQLD;;E{j8?e@!m(AyS{hso&NOjRh4Ls^qL2WZ=CHD!c&S~sViuu z>Dlzw)~o6{Zd<)>d3{=W)itBO5{oRWp4k(?yJD>1yJFr)GrTtG;ybFO{|5`4#@aJ5$`v>kUv$t{jb4g z@f;p^zqXk*&p$PvJ|8S8|J|cxvDz++_vmZvQrC$EEdFE6+XbdzkmO_~TmT33rSat6dd4X!k^Dvdi9c-!FAeKE$8! zKGo=@X6?SCmmiq+>6m9t>pr<&JL1N7w}}UC@$2O)`0r`m9HV;Lc}7L|zp9F-$9wrd zyjGoG#jULxyz(FE6o}5vsZBlgapSIl%ax`dEtGDp z5Y(N=6LT=>k%>*=bkMj<@lS@Ev$^~14<4G*vFGE%`n^wr=Rd45W8!-|J+qcg6?Nd4aMt?=b~&uou-)7uPwWxhEYJn6=%gd&c|kx3;p1kbzm zrhn|c%q1q=9=KI#&EXG0d}~1aPfw`ce69NNwQteO8w~s7KCL`nU?tsn?v#I&8K361 zJzu`-2~TgdzCUg0l(;oF(`U}n$vFH^b>2&dV_%J@mL7C+^S`_xeezZnzniOXJo)@7 zq;SdRz{`?}yS;xORjFKhKP~pj#97`u22w#wfW2U@lyBHdG`{cFP%u4oVF<?JQ+ONmm|17=t0~8=L zFRS>a2n&RDdKOI)b*Q`9eSDTod9r+PT-8DL`M+NK#iYm``}bQaD6-#c{qIK;RP5H) zPB_@%@Ah6L!)|ZqmL-BG)Ob@Svu^5Sj#R5}$PrfsPYZwB{Khgh&`|Q{v35{!$hKX+ z!Sdy^QBNaVcp}fYddXudK3D!mN=$Z>nr*V~NYZ8PsEGcDCT4|Fr=QF{&3+;=>|A)H z$(_7=KR!U>Ol-D-^0%&YjkPaY=VaU8o6&sph~1i>qH_*EWQp9dPyZp`-f4e#?(eZM z&z#de@iCX!WYf;aG0-`ulzbsU`-6*8eovaf`~S7-{9oM5cUJw_FFI2zYU0)v^GnZH z=>5ujqw2CwD1A$vYQn}Fj}xVJyua;Dt2p=f&ek7KQX-uW=~TZ~JsooS^0P~sYTi;S z^Df;G=I>nx+6kBb!l)8FwbgF6x@x&jQt`D+iz~h|uhjTTzkaCa-gm!BezVKWwW&3o z<>uf1^3>W(ysfU=fB63A!{7ebDz4kn{rPXl|CG?CJ24;KuK&`^dTGDpb7b0*eV)Pb zcl_5RB${9E48HHO<1M5yxJi7L%f74m9N7 zVOC_*!#^dFQl0sij)?QetjkE0ZBu``3DPBCi2QbavVq!b%M78PMNej1eDam~x$Muf z!%x1;sO^7g;4!8Cg@N)%U#U)|?Qs_mS@AS(g0*%X{OUeMMb+B9V)AMyG>&&V4+-%$1Ax+ODZ}ul0Pt2(Ky;-KkX3-6vtr@yq zXJwA2&67S2-R1ejL|bl|y`A5>$q8T|`yGy4Blo{li0MYWn&N`Lp+ZbI{+nVe(q3}_HFL7o~gG^fa2TktcJ%1qC)3(j|22a3OoumrOo^8(^&mX?=dBO9{ zH<1^b?Tm|Vtg+NdY5}ic<2wzSM?7D^w>sr!s!y8a*N>w51v@{2i>u`iWy1RRhnw}O zew($^^4sJ?*D@KVROv6A*}X|^rI3`kODp&m7216>w-;W2u=`5QL`nZ`!7IQ1 zUgsa1rm`_|azu?IXk=b;UiIwCcey%)B>cSo`UoT1YFcNg40NBG+U{+`uhKO)+uy{5>b2<^U%Ij=Gi#&C)`D55K!+jf z9nRF6%s-)d_LFnk-EFSokOJUJvW1T>gZ1<|RW7fK_Wv@gUbCjaTsP*^#v`w$&rm(* zwCux%`2oRPo=MN=6~-%vrPj@2Q~mn1=w;~rBe&+S_fhuKm0JEN1+?5$vM-qX_)2h7 zUFHu*lFv=Qb1y*?u`w(awkLzPYlSa0%2fk#|o)Akwv zWd3b_?obqHzI0yPqy_f(d>>d#Ke+B~_j%f>!kpGSSB&?um8IA4?zVoMolt)C`YVr^ z)oSZzyZ~*T96fVSqfMa{U+UDDKPm?<$j5&){n^V8sz|JO+c$mn)rh{|vgvEBMsz*z zscV9#!gx~)i+6xJQgz}Ilfe_b1sREx_}A(@dh&_++uMC{pH`kPP>XJyd2FfphV%P= zs?Pd+tvvgE>g0_l?3ABI-CA=>%w)x*xUKPwqF&zwh5hFpySFoL%F6dODdIQ&ytG@^ z=d&$Kt@}*6EB9-|J?9vpO9v)gHahs@*W=^TC*$=F&&+x1v#m%i+VJ?+@ZJ?Stvkav zUVD3Y#`pWR_oMVqK8-U!ZN(!Lrav)@bJOgzCwC{vvQ5kv;(xb5pY8hQseZO;E}KG? zBYUQT>k@s&WXQ+}W6`Wsp_l#qJH+mQn`|qO7pSd1{=d2P<=Ic0L}$L|7h4vutsm{K z7Hv9t?X;6&=TboH@>3EY`Aj>>e&V2SP|Q@*n*H$MQa{;c1NXGbm%tlXgJyY5tgnpyAKBE4wK>4@_1o^sGysg;jr z&J)#r^ZD8Iazp4Inxg&dbBsKD)c(e<@J$I;oBaIj!mOtOh}2oxAFwrRMc3t5U1HxV zKQpa|_9`P6EkF4$3(A zbbaOf`r=m8^XU8pqslvT%FWJMOMf`M`Y6NO^>dNi&T&FDg6lT-aI4dCo{WedaIem|(UI`1Msgh3ld&9@@oweC8VHw!Y63)WwUmgyot4>49gE`AnqQXZ@0n znJ&xp`}8K~jQY?rjyLsDWh;73HfPSdsdF}`MFVtj-~5M5gCikh-?OVl?G7G!-lIQ1 zKf&muB-n(vz6);NW101~cEQa$-i&R68D_jD8_zx95)lR zFDP7a)8ayoOvbBxg}e)18g(zHcO?A%vU_XZ(yP0^98ffEFJEWZQ>(F6etL)9?g;5P z@1G{$_8mXl{eH!Yc(IyS2FilDvpOE-Y->7tB(Y+WCUi$$(aFg&0=By%)UMw&;d7B@ zU)0MS_?NX}-p9K$;-5&``!rv+c|8620roj+UW?E7glx@R)z!DN>FAMki_qMblc4h% zo-$kWKYRK~eMUvRdh1^4+(lgziVUPh`_aX&VWGAp-q z`v1as%jdbL+hzCc&Gwzm@?JNFRrt$H`=`S5FK+rM`GalxN1j{pM~yT7H&?LD{$nt2 z;@83w=~heab05G1+HrGTpF$UP{4O+qZPs=1Sv%ecfU;K9~_ujdj zqiXhL()PP}{r|>*5`pX9kb4gEcJR9HwfK>s|MIfhzHLYM{J5+pynW%C@YBNE72%DX zdxhu z&52uEEuZkq-dOHys52FG;>`7|?#>6-Pj5c%tNCXBri1}b=3k3 z*>wqqm3Ktu2UUW5QBPuW{u$KR-fW(!yUJ{)O`ezkR-4K@@9$ctzR|yTd*R=!)z(}7 zAFSTJ>&eB~O=aTFeg_Zj;@(@*we24G*sl|sH(u@d@bRGZH9zpc#opGUV6FQ*|2+8g zIpo;#*kj9Mzg#vuAguG|^0EVyPf4Gcyxg}@y=30!9K!&U%lZ*JzqhGEbmu99LE)ddLv-yJYS5PciaI;R0I+weR`--dA+ghHI zhIsv-SE4nRwS1hfR$cTTHYvB9n8a;f>ZojNP8r^T+)S4^Dn z-{709jhOuOeXmZX>`Hj>VTG#`goqllf;|CW7&3+t&rIrvi z1+V&=BX?#=%YzyUUnTow=hk0N|1;aJ+5Oe}+GGD`o$vW@DYK%JGYmYv-?wliy%Kba;Od-oD z*gB_F-tAMIXa0yP{JX2M^X@mRa}KiU3w-t!|2+8g`O2R2)hP@7j01W$g>Tt#eztJ{ zeAs!;oRrIIcIiHSyBbeEsVwGrWx;}6#~mq=O0wcMl=c1J!uRI$vi6%RK~>Jp<2TP& zZ_(J?epYhXW1h=}Z7&t3e=b_g^liGd=nD6$oq>%<&d<*YabtUB!hF;ebQGh`oJK1r zLvX9a;hXW9g*saIR#rYf{J-kt@^gn6S2W9Qn+achYM^IgdB%l?9%SGQ*WyL9i%^l!`dZ;AgXZl4sk-cVc3U`tZ@ISV6y{7`+oaGvyx z8LOVupIY8OTi8zxmer5jZt`4zQ{~#*xQmDE^3JK*F6@@h-wRsHkXX1)WWHIarvIhP z68&$L#a1sZ=cd4mvU|$mUuJ1PnxE{-{dY@nn`-G&5*~Fa98S zFk-&h@~)~s*B>yxU4MZ2Mtl?dhX0%uAC#wlndSB9J?N-w-7l|Hbp6xV{Zv66?ms%` zg2UBs{*ovG4Mkjuw3zfo?R-$u>Le)2Ew<+JVuc)ioF;QTvv{}c1Ss{d#0?@73vz2T+qjV~;E|N3Mj>K`Ud26x5& zKDm~d8~Eu+yv2<#GC5UzX0?^)<3Diy(yrIc|HVCT>i>lZtu~fdiZ{SxK}22u|NAac?Wb9vt1r|NO4=~4Ew^8(@!plOaH&_ zZC8D(G5F|*v`=cc;&Xiu%|1E%;om1`4T4TCSg8`HxOGwMSFyT+IiSvJ{=<-E!A{VViS*O}-hPQm+t?e!F$oqnoy>rac+P2X z|7PtvNR5zcA#?Td|HjiT<*{tWhU;V0{>(bv(_)%&NJ=M>*QR*#N%7gNvcI6q6oXCtjIfS!Xy0**6x#+pS4VZ9FEUeq%V**-%NykF3Vb( ziEMoy%g00%*@r#h`Lx}3 z($NJcmGU~mH_SNm_|FYX$o4(vCpqV?)IB<`ZsS)39vxZkKYOw(T-S1lu6OIgH_Wif zjd~#TYdct8Ug5ZmuKP9l_iCIuIiQgEl3Bdr#1rf3@-cPuPJP(&m_uwaTlc}HqbCk3 zfeuI!wuDrt8QyA#Ux=-lR{Hqy|EiPe{?`M#Br#LZ?rBS0{VvS_ua!D^`I(CE$)mmxy8itza?FH9 z(-dSqQ^ZWYy2X~d&RZg0IY|!I&z?M6rSw(*_sPsII5jy-Z3V@W%u?uKXbhG6?uN;~ zH=OtqlI`c4xo5&sIgh_}uZC{s6fs>dZjf{{Qv({|RQN^M!8weZ2nvKl%E9-|PRqeSiPI@3*4= zfAjzUd4B)jd;9-y?f?Ba{r}@}`(OK8>;F#w|8e{Nzn{PA|Npk%>R*2SpU?k){@(xR zt$h98$M*k!POty>HUIz5_;u< z7&4D96`3j~7Ls`X=ex>xHFcbGuT<&YI6TSl?OLwDYn+i;v9(|SR&7jSUAzB8*HpL3 zo}mG`yR^Q)_A;DxEg^)XUV>#}d_df!mrHWGb~|0a=VZ3j&%?o{-s)t^PT}58;TapZ zB-~RL<=h!Khs%75Sj?KaB^j#RnoB-yd3Z?3Xv3mkCwV2d#46mX(yGv$I`tRd6WxH% z*WRw)k$gKhX8p5Ny&J!cUNZ0hwPb<4_RaaC`6W(wf*W)G^u?EF@6USN!o4we&h;al z%O-baoeil>w>o#i>;KiQZ{uH|N-+p8v6bjM@lb55hz;w7nrm~p%%6V_J8^o-+K5>b zPMrMPw>!Bp#LoZ3+}frGi!U@iFq5d2ka|!XlXKls;*LyX+I}C|b4$Hu-U>_dFkAG} zWrI)i-bX(#nQd94(|09G?1Go&*;LQim3e38&Agqgr&yKQzw&5Zok0^}f`xUug z8@A`nN~^lPtoU*n!-Ci6EZ_gyYj>{jsQl7>xjrsS-~P{BlJ>nTwI=oV>YU>Y#r7_D zX5XD1HZ|ft$GqvR#Si6sEaqP5ox6QXm%XIPjoIRE2hKeEb7IP~?sY7awwx-Mx0w5( z-AcmN9y0>JO9F|V&2zfwWW$S z8)LunF6q0u<-9KMjd%Z#nf!Qbx~BMMb=lS1UbYpgz9;;D#Cnv}oRQWu(f=O%xhL57 zd6Vt;EVrdPi+eBZ-*&3y%`N*kqGdZ|OZhKuSzPw^eZkM%`^(?PUT@gC{chxK(|oPD z;nNn>t~u&Gwc6MvWX05AC9Qx(5gNQ#PTgD>@jp2x*+y@Kis5CkkcS0$Y}qo89(LZhL0X^?<*y!-z#%g!{t1SwH77z0jN;p2a-(>Ag*k z&hIn>O`gm<)68{J@x~FuAO;Pw8w(~kg^5gX*s$P=z-oh*N;k@_y{mXjYB`t4SH>Uf4$o5da*n!L*kJ7a z|LmRfTvukzUBBkdpXH_>mYw@)FB6yebeBz8Z#VDmz9pZRCMRvFxc}n+ z=L;)DY=7>bYp}HQ(sfr(wfqe~Sy4SY#mLOqmyv-Xl8J$VA5#33=NDxs<>zOE3ZUM= zSpP!~0)Mp6?#<>lR1rGW?V@Oyb>zV3i?=WFe!qApSM$T`yK%Z%H6LH*rRiXJbRFwiNTUONG;XgZQI_ ztfaNpG{3m}@3CkWe^4t|L(jXlJuceMHY?to?SJX#n%%hqw?62W7+5A9kj+|BtoJCk z*@Gv_q=Ip3w~xxgqPLeS_gHubt>=Ef<=oK~;${yxyY0X1;{Kvou4uGeH|puFm^(dg zITinSZ+C24vEtG7@8yrRx3k;{KawKmIcfLzbxUG=jM`LxITQx;XmTG?{%}Ul^od-c z@Q+rNicjlSUVN7i3|D>tFl3h_6eh^r5=AH$FRg&M%4A%LlL#!uZtfk)N=d1bll33DRcjz zyyT`6eLjJ@eE$`1EqiHdx3;d|;v>I7%^LX?&MBH&Potm29Lo7-b}(v^#)PFBuVa2~ z@>|kyT1ZfzEwg{~%gOasOYPfZ@4OA)X?os$$6Cb)UtT{#%SW@@oLZzA85piJGcX7< zFfc?r=jWBA=9R>UR2HNb$AXgB+R5kr4jb?si(mSxG|Skcz~QxCkM^4b+$~397eAYy zlwXqHe|wYHf{naWy%!(*_PzLz>gw&uEN86JZNn;^MdVu@t~N}LXycftT+5mZDx9z!Fc+#RQfKS z(p-@j3%>Pvd-ZTGImXs7N7w!0QBjkR6B7U2JDZmF5N!o^N8hAI1_p+W3=9kc3<%J`2x6z?CkGVe7ZmF!78HO27F~Bx z=WA~nMg|5RCI$vUkOnAjU|i3@zyQ~soL`iRO}npsgU)SM28ISHNK`^~Gc+*%Vgxr^ zN-|P&Q}w~5AvOahCrj9JePm=P`_9iG0n^REz_6{6jRR}|DB%}pq^6b>>w_t*rl7Z% zUhs4y^L%UA*4tZX1foD7@{c1#Qm1&mA#3=9AmAfm$n diff --git a/Algorithms/Expectimax/Expectimax.py b/Algorithms/Expectimax/Expectimax.py index 79fdee7..f6aaace 100644 --- a/Algorithms/Expectimax/Expectimax.py +++ b/Algorithms/Expectimax/Expectimax.py @@ -1,68 +1,89 @@ -from Game_and_Graphics import BOARD_SIZE, np +from numpy import multiply, ones + +from Game_and_Graphics import BOARD_SIZE from Models.State import State +from Models.board import Board # Expectimax Algorithm With Optional Alpha-Beta Pruning and Transposition Table -def check_final_states(state, depth, max_or_min, nodes, weights, transposition_table, - watched_boards): - """Check the final state from the search tree. If the state is losing one, the function will return infinity and - statistics, and if it just got to the maximum depth, the function will return the state with its heuristic value - and statistics.""" +def get_state_statistics(state, depth, max_or_min, nodes_amount, weights, transposition_table, + watched_boards): + """Check the final state from the search tree. If the state is losing one, the function will + return infinity and statistics, and if it just got to the maximum depth, the function will + return the state with its heuristic value and statistics.""" + + def handle_losing_state(state): + losing_statistics = [None, float("-inf" if max_or_min == "MAX" else "inf"), state.score(), + nodes_amount, []] + + return losing_statistics + + def handle_leaf_state(state): + if transposition_table: + watched_boards.append(Board(state.board())) + + state_statistics = [state.board(), heuristic(state, weights), state.score(), nodes_amount, + watched_boards] + + return state_statistics + if state.is_lose(): - return [None, float("-inf" if max_or_min == "MAX" else "inf"), state.score(), nodes, []] + return handle_losing_state(state) if depth == 0: - if transposition_table: - watched_boards.append(state.board()) - return [state.board(), heuristic(state, weights), state.score(), nodes, watched_boards] + return handle_leaf_state(state) - return "NOT FINAL" +def get_different_from_state_direction_boards(state): + """The function checks if the possible direction boards from the given state are possible (if + everyone is different from the given state). It returns a list of the possible direction + boards.""" + # [print("any score: ", board.score()) for board in state.get_direction_boards()] -def final_direction_children_and_scores(state): - """The function checks if the possible direction boards from the given state are possible (if everyone is different - from the given state). It returns a list of the possible direction boards.""" - possible_direction_boards_and_scores = state.make_direction_boards_and_scores() - final_direction_boards_and_scores = [] + possible_direction_boards = list(filter(lambda board: not board.is_lose(), + state.get_direction_boards())) - for direction_board_and_score in possible_direction_boards_and_scores: - child = State(board=direction_board_and_score.board(), - score=direction_board_and_score.score()) + # [print("possible score: ", board.score()) for board in possible_direction_boards] - if child != state: - final_direction_boards_and_scores.append(direction_board_and_score) + def is_different_from_state(board): + return State(board=board.board(), score=board.score()) != state - return final_direction_boards_and_scores + different_from_state_direction_boards = list(filter(is_different_from_state, + possible_direction_boards)) + + return different_from_state_direction_boards def next_move(state, depth, alpha_beta, transposition_table, weights, watched_boards): - """The function checks what is the best next move from the given state. It uses the Maximize function in order to do - that, and returns the best state with the number of nodes developed and the boards the function visited. If the - best state is a losing one, it will return "LOSE".""" + """The function checks what is the best next move from the given state. It uses the Maximize + function in order to do that, and returns the best state with the number of nodes_amount + developed and the boards the function visited. If the best state is a losing one, + it will return "LOSE".""" from Algorithms.Expectimax.Maximaizer.Maximaize import maximize if state.is_lose(): - return "LOSE" + return "LOSE", None, None + + maximize = maximize(state, float("-inf"), float("inf"), depth, alpha_beta, transposition_table, + 0, weights, watched_boards) - m = maximize(state, float("-inf"), float("inf"), depth, alpha_beta, transposition_table, 0, - weights, watched_boards) + if len(maximize) != 5: + return "LOSE", None, None - if len(m) != 5: - return "LOSE" + best_direction_board, best_value, best_score, nodes, watched_boards = maximize - return State(board=m[0], score=m[2]), m[3], m[4] + return State(board=best_direction_board, score=best_score), nodes, watched_boards def heuristic(state, weights=None): - """The function evaluates how good the given state is. It uses 4 parameters to determinate it: - 1) The highest value on the board. - 2) The average of the empty tiles taking into account the average of the valuable tiles. - 3) The row or column growth. - 4) The best merge. - The function return a number (according to the given weights, if given) that represents the value of the state.""" - w = np.ones([4], dtype=int) if weights is None else weights + """The function evaluates how good the given state is. It uses 4 parameters to determinate + it: 1) The highest value on the item. 2) The average of the empty tiles taking into account + the average of the valuable tiles. 3) The row or column growth. 4) The best merge. The + function return a number (according to the given weights, if given) that represents the value + of the state.""" + w = ones([4], dtype=int) if weights is None else weights board = state.board() final_result = 0 @@ -102,10 +123,10 @@ def heuristic(state, weights=None): final_result += w[2] * increase_row # Heuristics Version 3: Best Tiles In One Game Until Now Are 512, 256, 128, 128 - final_result += w[0] * state.best_tile() + final_result += w[0] * state.best_tile().value # Heuristics Version 1: Best Tile In One Game Until Now Is 128 - dict_avg_array = np.multiply(list(value_dict.keys()), list(value_dict.values())) + dict_avg_array = multiply(list(value_dict.keys()), list(value_dict.values())) dict_avg = sum(dict_avg_array) / len(dict_avg_array) final_result += w[1] * (state.sum_empty_tiles() * dict_avg) # Heuristics Version 2: Best Tiles In One Game Until Now Are 512, 256, 128 diff --git a/Algorithms/Expectimax/Maximaizer/Maximaize.py b/Algorithms/Expectimax/Maximaizer/Maximaize.py index 18b5770..90d2333 100644 --- a/Algorithms/Expectimax/Maximaizer/Maximaize.py +++ b/Algorithms/Expectimax/Maximaizer/Maximaize.py @@ -1,88 +1,84 @@ from random import choice -from Algorithms.Expectimax.Expectimax import check_final_states, final_direction_children_and_scores +from Algorithms.Expectimax.Expectimax import get_state_statistics, \ + get_different_from_state_direction_boards from Algorithms.Expectimax.Minimaizer.Minimaize import minimize from Models.State import State -from Utils.Helpers import in_watched_boards +from Models.board import Board -def loop_direction_children(final_direction_boards_and_scores, alpha, beta, - depth, alpha_beta, transposition_table, +def loop_direction_children(direction_boards, alpha, beta, depth, alpha_beta, transposition_table, nodes, weights, watched_boards): - """The function goes over each child node of the random tile node (a board after a swipe to each possible - direction). It continues the recursive loop ot the algorithm, and returns the board with the highest value and - statistics.""" + """The function goes over each child node of the random tile node (an item after a swipe to + each possible direction). It continues the recursive loop ot the algorithm, and returns the + item with the highest value and statistics.""" best_direction_board = None best_value = float("-inf") best_score = None - for i in range(len(final_direction_boards_and_scores)): + for direction_board in direction_boards: nodes += 1 - direction_board = final_direction_boards_and_scores[i].board() - - s = State(board=direction_board, score=final_direction_boards_and_scores[i].score()) - - if not s.is_full(): - board, value, score, nodes, watched_boards = minimize(s, alpha, - beta, - depth - 1, - alpha_beta, - transposition_table, - nodes, - weights, - watched_boards) - if board is not None: - if value > best_value: - if transposition_table: - if not in_watched_boards(direction_board, - watched_boards): - best_direction_board, best_value, best_score = direction_board, value, \ - score - watched_boards.append(best_direction_board) - else: - best_direction_board, best_value, best_score = direction_board, value, score - - if alpha_beta: - if best_value >= beta: - break - - if best_value > alpha: - alpha = best_value + s = State(board=direction_board.board(), score=direction_board.score()) - if best_direction_board is None: - best_direction_board = choice(final_direction_boards_and_scores)[0] + if s.is_full(): + continue + + board, value, score, nodes, watched_boards = minimize(s, alpha, beta, depth - 1, alpha_beta, + transposition_table, nodes, weights, + watched_boards) + + if board is None: + continue + + if value > best_value: + if not transposition_table: + best_direction_board, best_value, best_score = direction_board, value, score + else: + if direction_board in watched_boards: + break + + best_direction_board, best_value, best_score = direction_board, value, score + watched_boards.append(Board(best_direction_board)) - for board_and_score in final_direction_boards_and_scores: - if State(board=board_and_score.board()) == State(board=best_direction_board): - best_score = board_and_score.score() + if alpha_beta: + if best_value >= beta: + break + + if best_value > alpha: + alpha = best_value + + if best_direction_board is None: + best_direction_board = choice(direction_boards) + best_score = best_direction_board.score() return alpha, beta, depth, best_value, best_direction_board, best_score, nodes, watched_boards def maximize(state, alpha, beta, depth, alpha_beta, transposition_table, nodes, weights, watched_boards): - """The function checks if the given state is a final state, checks what are its possible direction boards, and loops - over them. It returns the board with the highest value and statistics.""" + """The function checks if the given state is a final state, checks what are its possible + direction boards, and loops over them. It returns the item with the highest value and + statistics.""" # Check for final states: - final = check_final_states(state, depth, "MAX", nodes, weights, transposition_table, - watched_boards) - if final != "NOT FINAL": - return final + state_statistics = get_state_statistics(state, depth, "MAX", nodes, weights, + transposition_table, watched_boards) + + if state_statistics is not None: + return state_statistics # Check every child of this state - if swipe to his direction doesn't result in the same # state, meaning tiles can be moved in this direction, the child will be added to the final # direction boards list. - final_direction_boards_and_scores = final_direction_children_and_scores(state) + different_from_state_direction_boards = get_different_from_state_direction_boards(state) - if final_direction_boards_and_scores is None or len(final_direction_boards_and_scores) == 0: - return final_direction_boards_and_scores + if not different_from_state_direction_boards: + return different_from_state_direction_boards - # Loop through every final child (direction) of the state. If the child's board isn't + # Loop through every final child (direction) of the state. If the child's item isn't # full, the Minimize function is called and the value of the child is returned recursively. alpha, beta, depth, best_value, best_direction_board, best_score, nodes, watched_boards = \ - loop_direction_children(final_direction_boards_and_scores, alpha, beta, - depth, alpha_beta, transposition_table, - nodes, weights, watched_boards) + loop_direction_children(different_from_state_direction_boards, alpha, beta, depth, + alpha_beta, transposition_table, nodes, weights, watched_boards) return best_direction_board, best_value, best_score, nodes, watched_boards diff --git a/Algorithms/Expectimax/Minimaizer/Minimaize.py b/Algorithms/Expectimax/Minimaizer/Minimaize.py index 9748b8b..aaf2f67 100644 --- a/Algorithms/Expectimax/Minimaizer/Minimaize.py +++ b/Algorithms/Expectimax/Minimaizer/Minimaize.py @@ -1,20 +1,12 @@ from Models.State import State -from Utils.Helpers import in_watched_boards - - -def loop_random_tile_children( - state, - alpha, - beta, - depth, - alpha_beta, - transposition_table, - nodes, - weights, - watched_boards, -): - """The function goes over each child node of the direction node (2 or 4 tile in each empty space on the board). - It continues the recursive loop of the algorithm, and returns the board with the lowest value and statistics.""" +from Models.board import Board + + +def loop_random_tile_children(state, alpha, beta, depth, alpha_beta, transposition_table, nodes, + weights, watched_boards): + """The function goes over each child node of the direction node (2 or 4 tile in each empty + space on the item). It continues the recursive loop of the algorithm, and returns the item + with the lowest value and statistics.""" from Algorithms.Expectimax.Maximaizer.Maximaize import maximize worst_tile_board = None @@ -29,31 +21,16 @@ def loop_random_tile_children( s = State(board=tile_board, score=state.score()) - maxi = maximize( - s, - alpha, - beta, - depth - 1, - alpha_beta, - transposition_table, - nodes, - weights, - watched_boards, - ) - value, score, nodes = (0.9 if i % 2 == 0 else 0.1) * maxi[1], maxi[2], \ - maxi[3] + maxi = maximize(s, alpha, beta, depth - 1, alpha_beta, transposition_table, nodes, weights, + watched_boards) + value, score, nodes = (0.9 if i % 2 == 0 else 0.1) * maxi[1], maxi[2], maxi[3] watched_boards = maxi[4] if value < worst_value: if transposition_table: - if not in_watched_boards(tile_board, watched_boards): - worst_tile_board, worst_value, worst_score = ( - tile_board, - value, - score, - ) - watched_boards.append(worst_tile_board) - + if tile_board not in watched_boards: + worst_tile_board, worst_value, worst_score = tile_board, value, score + watched_boards.append(Board(worst_tile_board)) else: worst_tile_board, worst_value, worst_score = tile_board, value, score @@ -64,62 +41,27 @@ def loop_random_tile_children( if worst_value < beta: beta = worst_value - return ( - alpha, - beta, - depth, - worst_tile_board, - worst_value, - worst_score, - nodes, - watched_boards, - ) - - -def minimize( - state, - alpha, - beta, - depth, - alpha_beta, - transposition_table, - nodes, - weights, - watched_boards, -): - """The function checks if the given state is a final state, loops over its children and returns the board with the - lowest value and statistics.""" - from Algorithms.Expectimax.Expectimax import check_final_states + return alpha, beta, depth, worst_tile_board, worst_value, worst_score, nodes, watched_boards + + +def minimize(state, alpha, beta, depth, alpha_beta, transposition_table, nodes, weights, + watched_boards): + """The function checks if the given state is a final state, loops over its children and + returns the item with the lowest value and statistics.""" + from Algorithms.Expectimax.Expectimax import get_state_statistics # Check for final states: - final = check_final_states( - state, depth, "MIN", nodes, weights, transposition_table, - watched_boards - ) - if final != "NOT FINAL": - return final - - # Loop through every child (2 or 4 tile in every possible location) of the state. If the child'score board isn't full, - # the Maximize function is called and the value of the child is returned recursively. - ( - alpha, - beta, - depth, - worst_tile_board, - worst_value, - worst_score, - nodes, - watched_boards, - ) = loop_random_tile_children( - state, - alpha, - beta, - depth, - alpha_beta, - transposition_table, - nodes, - weights, - watched_boards, - ) + statistics = get_state_statistics(state, depth, "MIN", nodes, weights, transposition_table, + watched_boards) + + if statistics is not None: + return statistics + + # Loop through every child (2 or 4 tile in every possible location) of the state. If the + # child's item isn't full, the Maximize function is called and the value of the child is + # returned recursively. + alpha, beta, depth, worst_tile_board, worst_value, worst_score, nodes, watched_boards = \ + loop_random_tile_children(state, alpha, beta, depth, alpha_beta, transposition_table, nodes, + weights, watched_boards) return worst_tile_board, worst_value, worst_score, nodes, watched_boards diff --git a/Algorithms/Genetic/GeneticAlgorithm.py b/Algorithms/Genetic/GeneticAlgorithm.py index 6f26ec3..4d91c79 100644 --- a/Algorithms/Genetic/GeneticAlgorithm.py +++ b/Algorithms/Genetic/GeneticAlgorithm.py @@ -2,10 +2,11 @@ from random import randint, uniform from time import sleep import pandas as pd +from numpy import random, ones, argmax, concatenate, zeros, true_divide, delete from openpyxl import load_workbook from Algorithms.Expectimax.Expectimax import next_move -from Game_and_Graphics import deepcopy, np, py +from Game_and_Graphics import deepcopy, py from Models.State import State excel_directory = r'2048_Statistics.xlsx' @@ -18,7 +19,7 @@ class Weights: if weights is not None: self.weights = weights else: - self.weights = np.random.dirichlet(np.ones(4)) + self.weights = random.dirichlet(ones(4)) self.grade = 0 def set_weights(self, weights): @@ -80,22 +81,22 @@ class Weights: def crossbreed(self, other): """The function crossbreeds the object with another Weights object. - :return Two Weights objects, according to the two object'score division with each other.""" + :return Two Weights objects, according to the two object'score division with each other_board.""" index = randint(1, 3) - return Weights(np.concatenate((self.weights[0:index], other.weights[index:]))), \ - Weights(np.concatenate( + return Weights(concatenate((self.weights[0:index], other.weights[index:]))), \ + Weights(concatenate( (self.weights[index:], other.weights[0:index]))) def mutation(self): """The function mutates the object - it picks two random weights from the set, and randomly chooses a number (that won't lead to one of the weights being over 1 or below 0), and adds it to one of them and subtracts it - from the other.""" + from the other_board.""" index_1 = randint(0, 3) index_2 = randint(0, 3) while index_2 == index_1: index_2 = randint(0, 3) - min_val = np.min([self.weights[index_1], self.weights[index_2]]) + min_val = min([self.weights[index_1], self.weights[index_2]]) change = uniform(0, min_val) while self.weights[index_1] + change > 1 or self.weights[index_2] - change < 0: change = uniform(0, min_val) @@ -105,8 +106,8 @@ class Weights: def normalize(self): """The function normalizes the set of weights by dividing each weight by the sum of the weights in the set.""" - sum_weights = np.sum(self.weights) - self.set_weights(np.true_divide(self.weights, sum_weights)) + sum_weights = sum(self.weights) + self.set_weights(true_divide(self.weights, sum_weights)) def __str__(self): """The function prints the set of weights and its grade.""" @@ -119,7 +120,7 @@ class Generation: If the size of the generation is given, the generation attribute is set to a numpy array of Weight objects, in the given size.""" if type(size_or_generation) == int: - self.generation = np.zeros([size_or_generation], dtype=Weights) + self.generation = zeros([size_or_generation], dtype=Weights) for i in range(size_or_generation): self.generation[i] = Weights() else: @@ -130,7 +131,7 @@ class Generation: :return A list of the scores that each weight got, and a variable that checks whether to stop the program.""" stop = False - scores = np.zeros([len(self.generation)], dtype=int) + scores = zeros([len(self.generation)], dtype=int) for j in range(len(self.generation)): stop = self.generation[j].grade_weight( depth, alpha_beta, transposition_table) @@ -222,9 +223,9 @@ def keep_best_weights(generation_size, test_generation, best_score_deletion_quan deepcopy(test_generation_without_best.generation[max_index]. weights)) - test_generation_without_best.generation = np.delete( + test_generation_without_best.generation = delete( test_generation_without_best.generation, max_index) - scores = np.delete(scores, max_index) + scores = delete(scores, max_index) return new_generation, test_generation_without_best @@ -245,7 +246,7 @@ def make_best_first_generation(generation_size): weights_df = weights_df.reset_index(drop=True) for i in range(generation_size): - w = np.zeros([4]) + w = zeros([4]) for j in range(4): w.put(j, weights_df.loc[i][j + 1]) @@ -295,13 +296,13 @@ def find_best_weights(depth, alpha_beta, transposition_table, iterations, genera scores, stop = test_generation.grade_weights( depth, alpha_beta, transposition_table) if not stop: - best_weights = test_generation.generation[np.argmax(scores)] + best_weights = test_generation.generation[argmax(scores)] return best_weights def prepare_board(game, weights=None, best=None): - """The function randomly makes 2 tiles appear on the board and displays it.""" + """The function randomly makes 2 tiles appear on the item and displays it.""" game.new_tile() game.new_tile() game.draw_board(weights, best) diff --git a/Game_and_Graphics.py b/Game_and_Graphics.py index ae2dd62..b9fca68 100644 --- a/Game_and_Graphics.py +++ b/Game_and_Graphics.py @@ -1,6 +1,5 @@ from copy import deepcopy -import numpy as np import pygame as py from Utils.Constants import WINDOW_SIZE, BOARD_SIZE, Font, Color @@ -10,9 +9,7 @@ py.init() py.display.set_caption("2048 AI SOLVER") screen = py.display.set_mode(WINDOW_SIZE, py.RESIZABLE) -logo = py.image.load( - r"C:\Users\natan\PycharmProjects\2048_Project\2048-Project\Pictures\Logo.png" -) +logo = py.image.load(r"C:\Users\natan\PycharmProjects\2048_Project\2048-Project\Pictures\Logo.png") py.display.set_icon(logo) clock = py.time.Clock() @@ -53,65 +50,62 @@ TILE_COLOR_DICT = { def merge(state): """The function merges the state to the left.""" from Models.State import State - from Models.Tile import Tile - new_state = State(board=deepcopy(state.board()), score=state.score()) + new_state = State(board=state.board(), score=state.score()) for i in range(BOARD_SIZE): for j in range(BOARD_SIZE - 1): if new_state.board()[i][j] != 0 \ and new_state.board()[i][j] == new_state.board()[i][j + 1]: - new_state.set_cell(i, j, Tile(value=(state.board()[i][j].value * 2))) - new_state.set_cell(i, j + 1, Tile()) - new_state.add_score(new_state.board()[i][j].value) + new_value = state.board()[i][j].value * 2 + + new_state.set_cell(i, j, new_value) + new_state.set_cell(i, j + 1, 0) + new_state.add_score(new_value) return new_state def swipe_left(state): """The function swipes and merges the state to the left.""" - from Models.Tile import Tile new_state = merge(state) for row in range(BOARD_SIZE): for col in range(1, BOARD_SIZE): - tile = deepcopy(new_state.board()[row][col]) + copy_col = col + tile_value = deepcopy(new_state.board()[row][copy_col].value) - if tile == 0: + if tile_value == 0: continue - while new_state.board()[row][col - 1] == 0: - new_state.set_cell(row, col - 1, Tile(value=tile.value)) - new_state.set_cell(row, col, Tile()) - tile = deepcopy(new_state.board()[row][col - 1]) - - if col == 1: - break - - col -= 1 - - return merge(new_state) if new_state.score() > state.score() else new_state - - -def swipe(state, direction): - """The function swipes the state to the given direction.""" - if direction == "UP": - state.set_board(np.transpose(state.board())) - state = swipe_left(state) - state.set_board(np.transpose(state.board())) - - elif direction == "DOWN": - state.set_board([np.transpose(state.board())[i][::-1] for i in range(BOARD_SIZE)]) - state = swipe_left(state) - state.set_board(np.array([state.board()[i][::-1] for i in range(BOARD_SIZE)])) - state.set_board(np.transpose(state.board())) - - elif direction == "RIGHT": - state.set_board([state.board()[i][::-1] for i in range(BOARD_SIZE)]) - state = swipe_left(state) - state.set_board(np.array([state.board()[i][::-1] for i in range(BOARD_SIZE)])) - - return state + while copy_col > 0 and new_state.board()[row][copy_col - 1].value == 0: + new_state.set_cell(row, copy_col - 1, tile_value) + new_state.set_cell(row, copy_col, 0) + tile_value = deepcopy(new_state.board()[row][copy_col - 1]).value + + copy_col -= 1 + + return merge(new_state) if new_state.score() == state.score() else new_state + + +# def swipe(state, direction): +# """The function swipes the state to the given direction.""" +# if direction == "UP": +# state.set_board(np.transpose(state.board())) +# state = swipe_left(state) +# state.set_board(np.transpose(state.board())) +# +# elif direction == "DOWN": +# state.set_board([np.transpose(state.board())[i][::-1] for i in range(BOARD_SIZE)]) +# state = swipe_left(state) +# state.set_board(np.transpose(np.array([state.board()[i][::-1] for i in range(BOARD_SIZE)]))) +# +# elif direction == "RIGHT": +# state.set_board([state.board()[i][::-1] for i in range(BOARD_SIZE)]) +# state = swipe_left(state) +# state.set_board([state.board()[i][::-1] for i in range(BOARD_SIZE)]) +# +# return state def draw_best_weights(weights, best=None): diff --git a/Main.py b/Main.py index 452229b..907b05a 100644 --- a/Main.py +++ b/Main.py @@ -1,8 +1,14 @@ +from enum import Enum + from Algorithms.Expectimax.Expectimax import next_move -from Algorithms.Genetic.GeneticAlgorithm import ( - find_best_weights, prepare_board, sleep, write_statistics_to_excel_file) +from Algorithms.Genetic.GeneticAlgorithm import find_best_weights, prepare_board, sleep, \ + write_statistics_to_excel_file +from Game_and_Graphics import screen from Menu import game_over_screen from Models.State import State +from Models.board import Board +from Utils.Helpers import is_quit_event +from screens.start_screen import start_screen def play_game(alg, depth, alpha_beta, transposition_table, weights=None): @@ -11,73 +17,69 @@ def play_game(alg, depth, alpha_beta, transposition_table, weights=None): :return The "game over" screen, or (True, 0) if the player exits the program in some way.""" import pygame as py + def handle_quit_game(): + return True, 0 + best = False + if weights is not None: if weights.grade == 0: - return True, 0 - else: - weights = weights.weights - best = True + return handle_quit_game() - game = State() - prepare_board(game, weights=weights, best=best) - end = False - nodes = 0 + weights = weights.weights + best = True + game_state = State() + prepare_board(game_state, weights=weights, best=best) + end = False watched_boards = [] if transposition_table else None while not end: - for event in py.event.get(): - if event.type == py.QUIT or ( - event.type == py.KEYDOWN and event.key == py.K_q): - return True, 0 + for _ in (event for event in py.event.get() if is_quit_event(event)): + return handle_quit_game() - next_move_and_nodes = next_move( - game, depth, alpha_beta, transposition_table, weights, - watched_boards) - watched_boards = next_move_and_nodes[2] + next_state, updated_nodes, updated_watched_boards = \ + next_move(game_state, depth, alpha_beta, transposition_table, weights, watched_boards) - nodes += next_move_and_nodes[1] + if next_state == "LOSE": + return handle_quit_game() - game.set_board(next_move_and_nodes[0].board()) + watched_boards = updated_watched_boards + nodes = updated_nodes + game_state.set_board(next_state.board(), next_state.score()) - if next_move_and_nodes[0].score() != 0 and next_move_and_nodes[0].score is not None: - game.set_score(next_move_and_nodes[0].score()) - - if game.sum_empty_tiles() != 16: + if game_state.sum_empty_tiles() != 16: REFRESH_RATE = 0 # .05 lose = False sleep(REFRESH_RATE) - game.draw_board(weights=weights, best=best) + game_state.draw_board(weights=weights, best=best) - game.new_tile() + game_state.new_tile() sleep(REFRESH_RATE) - game.draw_board(weights=weights, best=best) - + game_state.draw_board(weights=weights, best=best) else: lose = False - if lose or game.is_lose(): - write_statistics_to_excel_file( - game, nodes, depth, alpha_beta, transposition_table, weights) - return game_over_screen(game.score(), depth=depth, - alpha_beta=alpha_beta, - transposition_table=transposition_table, - weights=weights, + if lose or game_state.is_lose(): + write_statistics_to_excel_file(game_state, nodes, depth, alpha_beta, + transposition_table, + weights) + + return game_over_screen(game_state.score(), depth=depth, alpha_beta=alpha_beta, + transposition_table=transposition_table, weights=weights, screenshot=True if alg == 2 else False) -def play_algorithm(alg, depth, alpha_beta, transposition_table, weights=None, - iterations=None, +def play_algorithm(alg, depth, alpha_beta, transposition_table, weights=None, iterations=None, generation_size=None): - """The function finds the best weights with the Genetic Algorithm if it'score not the Expectimax - Algorithm, else uses the weights that were given. - :return The play_game function with the rights parameters.""" + """The function finds the best weights with the Genetic Algorithm if it's score not the + Expectimax Algorithm, else uses the weights that were given. :return The play_game function + with the rights parameters.""" - w = find_best_weights(depth, alpha_beta, transposition_table, iterations, - generation_size) if alg == 1 else weights + best_weights = find_best_weights(depth, alpha_beta, transposition_table, iterations, + generation_size) if alg == 1 else weights - return play_game(alg, depth, alpha_beta, transposition_table, weights=w) + return play_game(alg, depth, alpha_beta, transposition_table, weights=best_weights) def main(screen): @@ -88,40 +90,74 @@ def main(screen): parameters = [] while not stop: - # if not skip_start: - # parameters = start_screen(screen) - # skip_start = True - # - # if parameters[0]: - # stop = True - # else: - parameters = (False, 2, (False, 1, True, False)) - - if parameters[1] == 2: - if len(parameters) == 6: - start_again = play_algorithm(*parameters) - else: - start_again = play_algorithm( - parameters[1], parameters[2][1], parameters[2][2], - parameters[2][3]) - else: - start_again = play_algorithm(parameters[1], parameters[2][1], - parameters[2][2], - parameters[2][3], - iterations=parameters[2][4], - generation_size=parameters[2][5]) + if not skip_start: + parameters = start_screen(screen) + skip_start = True - if start_again[0]: + if parameters[0]: stop = True - elif start_again[1] == "RESTART": - skip_start = False else: - parameters = start_again + if parameters[1] == 2: + if len(parameters) == 6: + start_again = play_algorithm(*parameters) + else: + start_again = play_algorithm(parameters[1], parameters[2][1], parameters[2][2], + parameters[2][3]) + else: + start_again = play_algorithm(parameters[1], parameters[2][1], parameters[2][2], + parameters[2][3], iterations=parameters[2][4], + generation_size=parameters[2][5]) + + if start_again[0]: + stop = True + elif start_again[1] == "RESTART": + skip_start = False + else: + parameters = start_again + + +def __play_in_dev_mode(): + parameters = (False, 2, (False, 1, True, False)) + _, depth, is_alpha_beta, is_transposition_table = parameters[2] + + while True: + is_start_again = play_algorithm(parameters[1], depth, is_alpha_beta, is_transposition_table) + + if is_start_again[0]: + return + + +def __play_in_test_mode(): + board = Board() + board.update_cell(0, 0, 4) + board.update_cell(0, 1, 4) + board.update_cell(0, 2, 4) + board.update_cell(0, 3, 4) + print(board) + [print(direction_board) for direction_board in board.get_direction_boards()] + + +class Play_Mode(Enum): + PROD = 0 + DEV = 1 + TEST = 2 + + +def play_in_mode(screen, mode): + match mode: + case Play_Mode.PROD: + return main(screen) + case Play_Mode.DEV: + return __play_in_dev_mode() + case Play_Mode.TEST: + return __play_in_test_mode() + + return main(screen) if __name__ == '__main__': - from Game_and_Graphics import screen - from pygame import quit + # main(screen) + # __play_in_dev_mode() + play_in_mode(screen, Play_Mode.DEV) - main(screen) - quit() + # quit() diff --git a/Menu.py b/Menu.py index 5ea16d7..23f9dbe 100644 --- a/Menu.py +++ b/Menu.py @@ -5,13 +5,14 @@ import pygame as py from Algorithms.Genetic.GeneticAlgorithm import Weights from Game_and_Graphics import screen from Utils.Constants import WINDOW_WIDTH, WINDOW_HEIGHT, Color, Font -from Utils.Helpers import clear_screen +from Utils.Helpers import clear_screen, is_quit_event BUTTON_SOUND = py.mixer.Sound("Button Click.wav") def text_object(text, color, size): - """The function returns a text object with the given test, in the given color and size, and its location.""" + """The function returns a text object with the given test, in the given color and size, + and its location.""" t_surface = size.render(text, True, color) return t_surface, t_surface.get_rect() @@ -27,7 +28,7 @@ def text_to_screen(message, color, font, y_place=0, x_place=0): def create_button(button_x, button_y, width, height, inactive_color, active_color, text): """The function makes a button on the screen, according to the given - coordinates, action and the given text. If the player'score computer mouse + coordinates, action and the given text. If the player's score computer mouse is hovering over the button, the button will change its color to the light color. :return If the button is a start button, the function will return 1 if the player clicked on it, else 0 if the player clicked on @@ -140,12 +141,13 @@ def print_lines(screen): def game_over_screen(score, depth, alpha_beta, transposition_table, weights=None, screenshot=False): - """The function displays the final screen of the game. It contains a "GAME OVER" text, and has 2 (restart and quit) - or 3 buttons. 3 if the player chose the Genetic Algorithm (addend "play again with the same weights" button) and - exit. - :return: If the player clicked on the restart buttons, the function will return False and "RESTART" if the player is - going only with the Expectimax Algorithm, and the parameters and same weights if the player is going with the same - weights again. If the player clicked on the exit button or pressed Q, the function will return True and 0.""" + """The function displays the final screen of the game. It contains a "GAME OVER" text, + and has 2 (restart and quit) or 3 buttons. 3 if the player chose the Genetic Algorithm ( + addend "play again with the same weights" button) and exit. :return: If the player clicked on + the restart buttons, the function will return False and "RESTART" if the player is going only + with the Expectimax Algorithm, and the parameters and same weights if the player is going + with the same weights again. If the player clicked on the exit button or pressed Q, + the function will return True and 0.""" if weights is None and screenshot: if r"Pictures\Screenshot.jpeg" in os.listdir(r"Pictures\\"): os.remove(r"Pictures\Screenshot.jpeg") @@ -158,61 +160,39 @@ def game_over_screen(score, depth, alpha_beta, transposition_table, else: rect = 0 - clear_screen() + clear_screen(screen) restart = Font.TITLE.value.render("RESTART", True, Color.BLACK.value) - start_again_genetic = Font.TITLE.value.render("SAME WEIGHTS", True, - Color.BLACK.value) + start_again_genetic = Font.TITLE.value.render("SAME WEIGHTS", True, Color.BLACK.value) quit_f = Font.MID_TITLE.value.render("EXIT", True, Color.BLACK.value) while True: - for event in py.event.get(): - if event.type == py.QUIT or ( - event.type == py.KEYDOWN and event.key == py.K_q - ): - return True, 0 - - text_to_screen("GAME OVER!", Color.YELLOW.value, Font.MAIN_TITLE.value, - y_place=-260) - text_to_screen( - "YOU CAN'T MERGE MORE TILES...", Color.BLACK.value, - Font.SUBTITLE.value, - y_place=-190 - ) - text_to_screen( - "Final Score: " + str(f"{score:,d}"), Color.BLUE.value, - Font.SUBTITLE.value, - y_place=-120 - ) - text_to_screen("You can start again:", Color.BLACK.value, - Font.MID_TITLE.value, - y_place=-50) + for _ in (event for event in py.event.get() if is_quit_event(event)): + return True, 0 + + text_to_screen("GAME OVER!", Color.YELLOW.value, Font.MAIN_TITLE.value, y_place=-260) + text_to_screen("YOU CAN'T MERGE MORE TILES...", Color.BLACK.value, Font.SUBTITLE.value, + y_place=-190) + text_to_screen("Final Score: " + str(f"{score:,d}"), Color.BLUE.value, Font.SUBTITLE.value, + y_place=-120) + text_to_screen("You can start again:", Color.BLACK.value, Font.MID_TITLE.value, y_place=-50) if weights is not None: - py.draw.line(screen, Color.BLACK.value, (0, 360), (WINDOW_WIDTH, - 360), 3) - text_to_screen( - "Or play with the same weights:", Color.BLACK.value, - Font.MID_TITLE.value, - y_place=90 - ) - py.draw.line(screen, Color.BLACK.value, (0, 490), (WINDOW_WIDTH, - 490), 3) - - if create_button(180, 280, 180, 47, Color.GREEN, Color.LIGHT_GREEN, - restart): + py.draw.line(screen, Color.BLACK.value, (0, 360), (WINDOW_WIDTH, 360), 3) + text_to_screen("Or play with the same weights:", Color.BLACK.value, + Font.MID_TITLE.value, y_place=90) + py.draw.line(screen, Color.BLACK.value, (0, 490), (WINDOW_WIDTH, 490), 3) + + if create_button(180, 280, 180, 47, Color.GREEN.value, Color.LIGHT_GREEN.value, restart): return False, "RESTART" - elif weights is not None and create_button(100, 430, 322, 47, - Color.GREEN, - Color.LIGHT_GREEN, - start_again_genetic): + elif weights is not None and create_button(100, 430, 322, 47, Color.GREEN.value, + Color.LIGHT_GREEN.value, start_again_genetic): w = Weights(weights) w.set_grade(1) return False, 2, depth, alpha_beta, transposition_table, w - elif create_button(235, 560, 67, 32, Color.RED, Color.LIGHT_RED, - quit_f): + elif create_button(235, 560, 67, 32, Color.RED.value, Color.LIGHT_RED.value, quit_f): return True, 0 if weights is None and screenshot: diff --git a/Models/State.py b/Models/State.py index 8fb69cd..9260c06 100644 --- a/Models/State.py +++ b/Models/State.py @@ -6,15 +6,16 @@ import numpy as np from Game_and_Graphics import BOARD_SIZE, screen, BACKGROUND_COLOR, \ draw_best_weights, py, swipe_left from Models.Tile import Tile -from Models.board import Board from Utils.Constants import WINDOW_WIDTH, Color, Font -from Utils.Helpers import get_not_none_items +from Utils.Helpers import flatmap class State: - def __init__(self, board=None, score=None, weights=None): + def __init__(self, board=None, score=0, weights=None): """The function creates a State object. Each attribute can be given, or made by the function.""" + from Models.board import Board + self.__board = Board(board, score) self.weights = weights if weights is not None else None @@ -26,7 +27,7 @@ class State: def make_random_tile_boards(self): """The function makes a list of all the possible boards that can be from a 2 or 4 tile - appearing in an empty space in the board. :return The list.""" + appearing in an empty space in the item. :return The list.""" tile_boards = [] for i in range(BOARD_SIZE): @@ -45,35 +46,26 @@ class State: def sum_empty_tiles(self): """The function sums the empty tiles (0 values). :return The sum.""" - num = 0 - for i in range(BOARD_SIZE): - for j in range(BOARD_SIZE): - if self.__board.board()[i][j].value == 0: - num += 1 - return num + return len(list(filter(lambda tile: tile.value == 0, flatmap(self.board())))) + # num = 0 + # for i in range(BOARD_SIZE): + # for j in range(BOARD_SIZE): + # if self.__board.board()[i][j].value == 0: + # num += 1 + # + # return num def best_tile(self): - """The function finds the highest value in the board. + """The function finds the highest value in the item. :return The value.""" - best = 0 - for i in range(BOARD_SIZE): - for j in range(BOARD_SIZE): - if self.__board.board()[i][j].value > best: - best = deepcopy(self.__board.board()[i][j].value) - - return best - - def different_tiles(self): - """The function finds how many tiles are in the board.""" - tiles = {} - for i in range(BOARD_SIZE): - for j in range(BOARD_SIZE): - if not self.__board.board()[i][j].value in tiles: - tiles[self.__board.board()[i][j].value] = 1 - else: - tiles[self.__board.board()[i][j].value] += 1 - - return len(tiles) + return max(flatmap(self.board())) + # best = 0 + # for i in range(BOARD_SIZE): + # for j in range(BOARD_SIZE): + # if self.__board.board()[i][j].value > best: + # best = deepcopy(self.__board.board()[i][j].value) + # + # return best def add_score(self, value): self.__board.add_score(value) @@ -86,20 +78,22 @@ class State: :return True of the boards is full and can't be merged to no direction, else False.""" return self.is_full() and not self.can_merge() - def make_direction_boards_and_scores(self): + def get_direction_boards(self): """The function makes a list of all the possible boards that can be from swiping the - board to each direction, and the updates score. :return The list.""" - direction_boards_and_score = [self.left_board(), self.up_board(), self.right_board(), - self.down_board()] - - return get_not_none_items(direction_boards_and_score) + item to each direction, and the updates score. :return The list.""" + # direction_boards = [self.left_board(), self.up_board(), self.right_board(), + # self.down_board()] + # + # return get_not_none_items(direction_boards) + # print(self.__board.get_possible_direction_boards()) + return self.__board.get_direction_boards() def get_board_object(self): return self.__board def left_board(self): - """The function creates a board that was swiped to the left. - :return The board and its score, and if the board is a losing one, then None.""" + """The function creates an item that was swiped to the left. + :return The item and its score, and if the item is a losing one, then None.""" left = State(board=deepcopy(self.__board), score=deepcopy(self.score())) if not left.is_lose(): @@ -108,8 +102,8 @@ class State: return left.get_board_object() def right_board(self): - """The function creates a board that was swiped to the right. - :return The board and its score, and if the board is a losing one, then None.""" + """The function creates an item that was swiped to the right. + :return The item and its score, and if the item is a losing one, then None.""" right = State(board=[deepcopy(self.__board.board())[i][::-1] for i in range(BOARD_SIZE)], score=deepcopy(self.score())) @@ -120,8 +114,8 @@ class State: BOARD_SIZE)])).get_board_object() def up_board(self): - """The function creates a board that was swiped up. - :return The board and its score, and if the board is a losing one, then None.""" + """The function creates an item that was swiped up. + :return The item and its score, and if the item is a losing one, then None.""" up = State(board=np.transpose(deepcopy(self.__board.board())), score=deepcopy(self.score())) @@ -131,8 +125,8 @@ class State: return State(deepcopy(np.transpose(up.board()))).get_board_object() def down_board(self): - """The function creates a board that was swiped down. - :return The board and its score, and if the board is a losing one, then None.""" + """The function creates an item that was swiped down. + :return The item and its score, and if the item is a losing one, then None.""" down = State( board=[np.transpose(deepcopy(self.__board.board()))[i][::-1] for i in range(BOARD_SIZE)], score=deepcopy(self.score())) @@ -143,17 +137,21 @@ class State: return State(np.transpose(np.array([down.board()[i][::-1] for i in range( BOARD_SIZE)]))).get_board_object() - def set_board(self, other): - """The function sets the given board to the board attribute.""" - if type(other) == list: + def set_board(self, other_board, other_score=None): + from Models.board import Board + + """The function sets the given item to the item attribute.""" + if type(other_board) == list: for i in range(BOARD_SIZE): for j in range(BOARD_SIZE): - self.set_cell(i, j, Tile(value=deepcopy(other[i][j]))) + self.set_cell(i, j, Tile(value=deepcopy(other_board[i][j]))) + elif type(other_board) == Board: + self.__board = other_board else: - self.__board = Board(deepcopy(other)) + self.__board = Board(other_board, other_score) def draw_board(self, weights=None, best=None): - """The function draws the board on the screen.""" + """The function draws the item on the screen.""" screen.fill(BACKGROUND_COLOR) py.draw.rect(screen, (255, 255, 255), (0, 0, WINDOW_WIDTH, 49)) @@ -170,14 +168,12 @@ class State: py.display.flip() def can_merge(self): - """The function checks if the board can be merged to some direction. + """The function checks if the item can be merged to some direction. :return True if it can, else False.""" - boards = [ - self.__board.board(), - np.transpose(self.__board.board()), - [np.transpose(self.__board.board())[i][::-1] for i in range(BOARD_SIZE)], - [self.__board.board()[i][::-1] for i in range(BOARD_SIZE)], - ] + boards = [self.__board.board(), np.transpose(self.__board.board()), + [np.transpose(self.__board.board())[i][::-1] for i in range(BOARD_SIZE)], + [self.__board.board()[i][::-1] for i in range(BOARD_SIZE)]] + for direction_board in boards: for i in range(BOARD_SIZE): for j in range(BOARD_SIZE - 1): @@ -188,7 +184,7 @@ class State: return False def is_full(self): - """The function checks if the board is full. + """The function checks if the item is full. :return True if it is, else False.""" for row in self.__board.board(): for tile in row: @@ -201,7 +197,7 @@ class State: self.__board.set_score(score) def new_tile(self): - """The function generates a new tile randomly on the board. The probability of the new + """The function generates a new tile randomly on the item. The probability of the new tile being "2" is 90%, and 10% being "4".""" if not self.is_full(): row = randint(0, BOARD_SIZE - 1) @@ -226,7 +222,7 @@ class State: return tile_dict def __eq__(self, other): - """The function checks if the state is equal to the other state or board. + """The function checks if the state is equal to the other_board state or item. :return True if it tha same, else False.""" for i in range(BOARD_SIZE): for j in range(BOARD_SIZE): diff --git a/Models/Tile.py b/Models/Tile.py index a7667ee..2f728bc 100644 --- a/Models/Tile.py +++ b/Models/Tile.py @@ -13,10 +13,8 @@ class Tile: """The function draws the tile on the screen, according to the given coordinates.""" X = LINE_SIZE + TILE_SIZE * x + LINE_SIZE * x Y = LINE_SIZE + TILE_SIZE * y + LINE_SIZE * y - py.draw.rect( - screen, BACKGROUND_COLOR_DICT[self.value], - (X, Y + 49, TILE_SIZE, TILE_SIZE) - ) + py.draw.rect(screen, BACKGROUND_COLOR_DICT[self.value], (X, Y + 49, TILE_SIZE, TILE_SIZE)) + if self.value != 0: if self.value < 10: add = 52 @@ -33,20 +31,20 @@ class Tile: ) def __mul__(self, other): - """The function multiplies the tile value with other value. :return The multiplication.""" + """The function multiplies the tile value with other_board value. :return The multiplication.""" return self.value * other def __eq__(self, other): - """The function checks if the tile is equal to the other tile or number that is given.""" + """The function checks if the tile is equal to the other_board tile or number that is given.""" return self.value == other.value if type( other) == Tile else self.value == other def __set__(self, other): - """The function sets the other tile'score value to the value attribute.""" + """The function sets the other_board tile'score value to the value attribute.""" self.value = other.value def __lt__(self, other): - """The function checks if the tile is less than to the other tile or number that is given.""" + """The function checks if the tile is less than to the other_board tile or number that is given.""" return self.value < other.value if type( other) == Tile else self.value < other diff --git a/Models/board.py b/Models/board.py index 8b5e3ba..bb98014 100644 --- a/Models/board.py +++ b/Models/board.py @@ -1,10 +1,12 @@ from copy import deepcopy from numpy import zeros, ndarray, transpose, array +from pygame import display, draw -from Game_and_Graphics import swipe_left +from Game_and_Graphics import swipe_left, screen, BACKGROUND_COLOR, draw_best_weights +from Models.State import State from Models.Tile import Tile -from Utils.Constants import BOARD_SIZE +from Utils.Constants import BOARD_SIZE, Font, WINDOW_WIDTH, Color from Utils.Helpers import flatmap @@ -13,9 +15,9 @@ class Board: self.__score = 0 if score is None else score if type(board) == ndarray: - self.__board = deepcopy(board) + self.__board = board elif type(board) == Board: - self.__board = deepcopy(board.board()) + self.__board = board.board() else: self.__board = zeros([BOARD_SIZE, BOARD_SIZE], dtype=Tile) @@ -28,6 +30,50 @@ class Board: if type(board[0][0]) == Tile else Tile(value=board[row][col]) \ if type(board) == list else Tile() + def draw_board(self, weights=None, best=None): + """The function draws the item on the screen.""" + screen.fill(BACKGROUND_COLOR) + draw.rect(screen, (255, 255, 255), (0, 0, WINDOW_WIDTH, 49)) + + score = f"{self.score():,d}" + screen.blit(Font.BIG_FONT.value.render("SCORE: " + score, True, Color.BLACK.value), (0, 5)) + + if weights is not None: + draw_best_weights(weights, best) + + for i in range(BOARD_SIZE): + for j in range(BOARD_SIZE): + self.__board[i][j].draw(j, i) + + display.flip() + + def __eq__(self, other): + """The function checks if the state is equal to the other_board state or item. + :return True if it tha same, else False.""" + for i in range(BOARD_SIZE): + for j in range(BOARD_SIZE): + if self.__board[i][j] != other.board()[i][j]: + return False + + return True + + def __str__(self): + """The function prints the state.""" + print("--------------------------\n\t-----------------") + + for row in range(BOARD_SIZE): + print("\t", end="") + + for col in range(BOARD_SIZE): + tile = self.__board[row][col] + print(tile, end="") + + print("|\n\t-----------------") + + print("SCORE: " + str(self.__score)) + + return "--------------------------" + def add_score(self, value): self.__score += value @@ -45,7 +91,7 @@ class Board: self.__board = board.board() if type(board) == Board else board def update_cell(self, row, col, value): - self.__board[row][col] = value + self.__board[row][col] = value if type(value) == Tile else Tile(value) def is_lose(self): """The function checks if the boards is a losing one. @@ -56,55 +102,51 @@ class Board: def turn_right(board): return [board[i][::-1] for i in range(BOARD_SIZE)] - right_board = Board(turn_right(self.__board)) + right_board = State(turn_right(deepcopy(self.__board)), self.__score) - if not right_board.is_lose(): - swiped_left_board = swipe_left(right_board) + swiped_left_board = swipe_left(right_board) - return array(turn_right(swiped_left_board.board())) + return Board(array(turn_right(swiped_left_board.board())), swiped_left_board.score()) def __get_up_board(self): def turn_up(board): return transpose(board) - up_board = Board(turn_up(self.__board)) + up_board = State(turn_up(deepcopy(self.__board)), self.__score) - if not up_board.is_lose(): - swiped_left_board = swipe_left(up_board) + swiped_left_board = swipe_left(up_board) - return turn_up(swiped_left_board.board()) + return Board(turn_up(swiped_left_board.board()), swiped_left_board.score()) def __get_down_board(self): def turn_down(board): return [transpose(board)[i][::-1] for i in range(BOARD_SIZE)] - down_board = Board(turn_down(self.__board)) + down_board = State(turn_down(deepcopy(self.__board)), self.__score) - if not down_board.is_lose(): - swiped_left_board = swipe_left(down_board) + swiped_left_board = swipe_left(down_board) - return transpose(array([swiped_left_board.board()[i][::-1] for i in range(BOARD_SIZE)])) + return Board( + transpose(array([swiped_left_board.board()[i][::-1] for i in range(BOARD_SIZE)])), + swiped_left_board.score()) def __get_left_board(self): - if not self.is_lose(): - swiped_left_board = swipe_left(self.__board) + swiped_left_board = swipe_left(State(deepcopy(self.__board), self.__score)) - return swiped_left_board + return swiped_left_board.get_board_object() - def get_possible_direction_boards(self): - return list(filter(lambda board: board is not None, (self.__get_left_board(), - self.__get_up_board(), - self.__get_down_board(), - self.__get_right_board()))) + def get_direction_boards(self): + return [self.__get_left_board(), self.__get_right_board(), self.__get_up_board(), + self.__get_down_board()] def __can_merge(self): - """The function checks if the board can be merged to some direction. + """The function checks if the item can be merged to some direction. :return True if it can, else False.""" - direction_boards = self.get_possible_direction_boards() def check_can_merge_board(board): def can_merge_cell(row, col): - return board[row][col] != 0 and board[row][col] == board[row][col + 1] + return board.board()[row][col] != 0 \ + and board.board()[row][col] == board.board()[row][col + 1] for row in range(BOARD_SIZE): for col in range(BOARD_SIZE - 1): @@ -113,7 +155,8 @@ class Board: return False - is_board_can_merge = len(list(filter(check_can_merge_board, direction_boards))) > 0 + is_board_can_merge = len(list(filter(check_can_merge_board, + self.get_direction_boards()))) > 0 return is_board_can_merge # for direction_board in direction_boards: @@ -126,7 +169,7 @@ class Board: # return False def is_full(self): - """The function checks if the board is full. + """The function checks if the item is full. :return True if it is, else False.""" # for row in self.__board: # for tile in row: @@ -135,4 +178,4 @@ class Board: # # return True - return 0 in flatmap(self.__board) + return 0 not in flatmap(self.__board) diff --git a/Pictures/Screenshot.jpeg b/Pictures/Screenshot.jpeg index 5f447de32240be54e635198a94336c98f640bfc2..e35dd2b29894086ec44d0a58afa4a609fc711e0d 100644 GIT binary patch literal 31077 zcmex=$<%PwSRFvdYWaQ-KK!z}~va+(XvGZ|o z@X3h?ipY@+{vTiv|EDQ{cwTw*63@n1ILW+itY{G$w>`H|qMvW5}awt1(JSZA; z@q>zSQc)8pmzcPOq?D?fx`w8fiK&^ng{76Vi>sTvho@I?NN8AiL}XNQN@`kqMrKxV zNoiSmMP*fUOKV$uM`zch$y26In?7UatVN5LEM2yI#mZHiHgDOwZTpU$yAB;ba`f2o z6DLnyx_ss8wd*%--g@}x@sp>|p1*kc>f@)+U%r0({^RE_kiQrin8CgR5fG1|`Ad+2 ziIItgg_(sNL#Nz~4os{_Ry;>bO1x z-CnojgUE)r(JzBC^6x7IG%GF}B}LyxDj{c_Ukc>5KJ~?X&!E z^}Rnd>+AideX`wUSJp}#uV3ZW{#_ggEOW$UlhL%ZXiocxj(fjPJS^%lx$-c`jo5 zba{>#3q!o@)lL3M+VAIDeY+fZ`R!J2?v8i4dW#|#%rc%jQG#g=e}N-ggZiR<`hS<$ zXX}PtkK6rW`=Ot?585u?lJ3o192pfZW6)w2qVXhO;rTW;&X3XcBL6N~9o_!z>9n;U z&0bw>`&gKfZ+E^we)5y!P#0Z4c>mVv|(lO8)T`>-VaD43Sg& zp<4WyS1fYvrQZ(IzTKVrQAH;)?U=h;*kk1#3;3>e{n_@xyxY$5$NeMM?n!^x-*1y% zzv@nVM#6uFmcESbEJ1HS+pJp5wd7NE_|p1ATmEjUf1&!={*TV%{|rxNG5r45_2c)q z>JR2`4VTm;T-YivfA7aUf8Imszq9WCn5nl&;h=)=Ma~=B&jtVRNd$N4BLa z%{Hvh%z1of(zmA%H*V8CbyOxxdQO$5Ew{{^3H+C|v_DUF-|^%6Z_7Vk-M&*xxo=y1 z^R}J4+p{pamQh7$PR;T*#tjmJ=VjzC+M0cmb@tn~fBW4hcMeT<-;wY(f#bxRf()jk zBH@SRx5^*=&mi~X_M^Aw51nUm&PbcF+NDf1JiACIf19<)g@`hHSD-t}V4@veP}72=2XRsHBb zdP{Al4zrQ7?JJ$bJ&jMF7pe#puvM;~WE1*3@W=8a^>SNc^$$oLnIvEoSC}oA4<+vWX z?7! z(HV~biS;UPi)xMIUH%=JFI*G<=&yM2hvR+9`(_7Tny9*U->%ka-W?GWLT~iXobveD zE9c@9CmDX(b!jYMq7d_+TYvldpO&YC~bOS7tUzXU8PI+@Qg@5Tg%Q*W&gSe(1NT-GRi|Bv2} z#~<{r+qj}a{Mhx4F{fD$aqqU?s}{NN?lI#jTJ8$ZR{xm(E$oN>+Ub+z`D0!R?N{@) z`{wdzYPZ54u?EZk3^K02t^ZxDTGp3mQz9O;*}d(Sb#?3Jc?nPb4sAZZ^MgAB|D*h< zFTZ1@eSesL&<@;qA#L}(^M_}}zP-CS&g!J1f~OrP7vs-P=Dr!CAN}8k|F${!q1$)E zN3qVece1QZpWeT5raWs=MXJWR{YDQg6s70r8Q!<4UjF9%x{BsU`EU9ko#%g5E*zgF z_U-#E+clSj-Yc1|Fl4Hl#523DF@yQ({+sg;Uijnnb}tB2LA)u(yCb*~mmb74KT z@%86zSJf}})-8;>eK0dybnO~JM-~ksjl~Wty4aW+EExE%{@nSS@Ab4<@^1x~xYsHj zn$;tGW3lA{A*-kCS2nfEz0v+MufeYH?+W|0lXjXF%MKrzC$<05m+Jovs*A47s<~Hs1UA6xVVQt^TFR!_Eh^W|e%bB7-bS5=e;?dZGz zyY8aU)w>(yDrQXWe|747e-Ohf*V?}h@^bYDo&U+a6nHVK{79|YCGA|-^U^omhvl<>%YWP6VR!Uf zzy6s|drp4KyFGEY+ZzKI%PrYrc4EJq)Ucc>Hd`?~$ zt#>`&$1ONN>xbRTJ*mGfYw~t(-Lz-(^x#W387DZ&X|GTTEigE&z0-qTLg6`k&-EAg zd-4}u`6u++Y6?Tgx-XK?eZJoMV9bBv0{e6MH!B~V=l`MnxUc(>zexPwX0L61Pt)d~ zoD{qC!9?+=u4$HO%#HW<-T%+fw)ltee+K9C|AO-Cf1IsR{cTYp?fGNk$7;_HZ95BV z^Ajs3Zo|f~(`{%)hOjzGp1UGxJzb{s?OXc~LD8BjKPn&Ax`xbn zaCM%TU7JUz{4bqr^Zy9HJ`}~e{*a|j$h5N0*;cJzE}kwrA?2~Sr!}JSpWxL#t9Q>A z9AMY~(EROmZSaw@TmDCU`TZ}iUAIJV-O}Zo*Ay69uzB2_@%DTe@9~A}H#D*^aVUII z+HYU~V8K7}3nlzrQDF-gM@8TCUG?%=_Kk#qRhM*HU6#5tYMlyj{%1JwpW#;A?2)V1nWYia z6@(j{KKJ|z5B$%-@}J>Hu6^4d#rntHuTNV(yMD>yZPK>6sRD;uChwgxL1v?5-0JP@ zEEBBzyZRp)fm>xn0lia6gl+2#Ld zXsW1K9lG(y>gtE4^V~0OwdPc>;5@bD;#+M6*}l7{YKx371hDU|3I98-M)RZaBevy_ zWxbEgx;yvUqGTiIJf%<9Q#>V(Jyl=C{NwtufFEVI55;e}JHJim`Lsv(y+5XiP4w0? z-?j8qgP+BD+0|do_8Z$||7TF2UHP9Oc~||*s0-{b=hj6ZeylBP{cZNHkJt9|TrbVNEC@F)JmmR<8^ za^HAmmb3AdR861cf;5(uyvLs8$e6J^85oBBGyI`_XxH;Yy2UP6N@jDc(cN-$-t8Q% zrn8fb0v{jvX*Pjhc886S_T&9O)I+b{iI*13 zR~Ho;DgFN$a_w*aJ|d_5QDwfM4S&+DDc=Q^vS!u9zwTCQjZBVze5#ez-IAf9sPJi= z#NVa=%xY{eE%@+kX?k{sd96Dz5Obszyp~{CCZNZ(Y|#2l?4{>R0Qm>n`5f z+Ph|!>fNVv_zO*&RJUX$@Jbr zn}n80C_bd zTRCa!#S#~aPDD@KKJ}bo18;Fv_}j>j+YfKkUiixFR_@z7-cLKX+FCi57#_EdWVCzg zY5O^T;g$gQXYbqpN&QLxyI@b5>3;@6$9mR1Ps3`X1GXC+o3%^{fPJcu)ewEJ?F~_{BLe^hi-G3z;%` z>G=YGY%k|+t>^bvoMm0@5clf9b89pHnHTE0^*rROm-%z&fBgJ-Uw?*)@?+g3+vd|Z zOEYDrGjB6LDLL7`FZ;{8E`~pseq?`ef3*IXyl8#a>wv6j)549|_g?#2TC?lBhWxXs z8xI_3UZ@cMVt(Tv!zC5QhobV^OtkBj{VzWhbXh(v@9B*1X(}6SPnvFZWvGj;G5XIi zdC77BW`^K1ySjPU*XGTxou3X+qu9S5pGmpR^yEFZ1d?@1Mfd zM}PV59eeceY)ZuAJ#G~plgykatXaNTrpR)A!GDIft3Q_iXK>(WtA8MS{y&3C`28;d z>__%<{b$I|@A#+nW9q~GyjfQ2Esr)|HMP)Huh7k7>FRsv8I-OdBWJ{aXpynef6V=GJmkZi&8mBk z98BG`Bf+Ds#L~^;O=a+#WBWuuEbp~5{daczt-eOJ9)&IQlHTU8jI!A_$+N-c#uB%f zCk#ewn;R!iJpNKvgz@L$hxsfuA%B=8|kK7B*w+uK}I?e%54zW#b% zr~IQm=)?Y&bz6It4@b3k<}Xh1D0!{_b<$>onCI+V#*+#P7#Hv}{B8TEUGe*o-{MC* z_GGWG&sy4Iwl>G^IE!6mvEKWy9y`xnyl$&~Y@c0?$j9f0_IFOIcz(dF{JNFJ9`kGF zVSm+x#$mg!(rbUeY*w6uWVQuNF7H-{g{i~gv3eDt3A$2$R0Ke~^8e_d)iMNcNm zZRx3n3KQp?xWiN+T6wPUZ3yGfvyb-QGJouU#Gdc`gBfddr>;-_ZF}NU$;-N{1?_Fl zpUuomtV2>{N=)C&Z&W|9H~oNb`Qv(t=-U2>ecOJU&g~Y6yCrmR=8`XEw|2;eq}xnl zzhV-=7(a8K>3@dFXZQSP*m&3e%i8QO=eiiQALZZr&+uS*_m}k@=Rd|j{JQk%mEtqg z%QcghuG3jJS$y#IaJ^*_pT z>i-!Q{%45z&#>>we}>0X`48UzDVA6N`s@BLEbFfAc^NXPdTy4+6Z?k}AMOA0|2qEn zyZV0ynZ^GE`-T5AT=>thrv83W{l`d&@&c&g7C-7+-CtlQURyXJShmL)&B z5gO>0?E0laKWCo!5Ieu~kNeWowf`A7*KN$+R4jJh%KeM!fv*4aPU|EKG^ z{nuar8GbQ^O?j@qTi9dzKS6)t{|px$uGzm|Y5(J`{D-cJ`Tx4uK%wIKpW%4+=0#g} zi%vXNe@OFD{Vxrv$6Ie+biENNlm16(p89`=MU89f?+4X?yk-AT({V!S5{@?!@)c-SxhwS0}&!Es*|N6myh8NngtQ8V#N-M&qB zzA{7!cTlL6T(f`wXa1j9ITT*z#fbWhNAVv2#}ZU->2g>3TNd-5{b~Mf&HHEn%$ZLr=KpK=P5$?v;pBgYqZd)R*XD{q%;tad z#{AR2v~*OryQ6ZWN&^2b?);a3!hZ9H`=@`-#P4eNZ++@N_bbrd(Lq1-&L8=weCg@F z{|qhHBeveO>`tGn{G4mK)WmoZJyGwr(!RXg=CpDTdUA9}OVw{)EPA8UXN;Cru;j4r4Vx^^qi2;Z zXjyLExh}m!Cmy3^6)djP*v&mKZu_AB!>a~Vrpj&n&(OH3zE`v#l#i>9qm=PG);I6} zq;uy#!}ZtoFF0e@7W+R+U9hN2%S|NEl>r+TJ^n}hKf}bR=l}M{|7URUdZXR{L;pX6 z($@2T>-PU^n7USP$>tr4y0jBnMFJggVLAH;{y$l~|1-q1|7UQFdZ9i4gZiH))&C6Z zoBuN`SX(0cX~+HVoxkP>HveO>W$Mycm%Kz{Q5OR?tabcg{ZG+#^{>DFXZXUh>T5D` zu^PU4O6~sXuPSbCzwz^5d!egH_?C)?t|9@9I57L!kU&=kB7#U^G>DK}3fNK+QV@k~ zz3X?~?NVN;_OaVM91*`ZzG2^KA>YfO`fu~%m!CQGzeaO=dcEVcJ)|u7x~Zx#OlRHO z{I%B}oq8rcBVvL|o5QQZ>l2UG+TbL22Q`lhhB;EP3TWyUjAEI(fz{pO`s$> zsXqNbL#*n5h6`siHHubGntSeCm&Te?TpEiS!1(b$?*9xY))xO~h+qGoVS#EHdP=@F zJt*={psVPHCTOpht7_ZI<(X#tGq0>q*wSsmtNd8~Le>1lh_d?vd!!2u+HA`hjyyJU zd$IrfWexeY72kW_t=|*>QO(yj_0Zq-Z^{n#pO$L7y<6^wPWJMT>4&Oy%@2oLwas5~ z*Sk2IbDHZ6y_2GD(F{DzJ@b}dYLq)Dykz5=iMw_goZ2*}$<}dscz@mbT~9CHjjO23 zlzb4;dxT;B*AxRD_KkP=Z2Q+%^MW!bGuUGqiyCa|56u6>G5y~@{(ntdFNCA#uBV0j z-wS`WTg?84ql#4|Fy^=iXwE70thw)=D=FI9oC*6Y`?>6vt-QV<;>51>mc=`o42~uU zC1352`KSJ6-5D_{(9P~Se9&>{L1Rz{A=4* zwl56oS#@#O(|gZEK8ik!3|gChc59zom&SUNFR(aZT2q5k+^i3?Lyg92OZVG9>z4P< zuI-=yqFf}yP*eoEiZFf-6$x~Z+xVgUpX==T zzy9X`Wz^ofPW!?8Ki%f`Uw_^I#T1?$bNRy}ovRu-0e!{Mh+6S{I_B`e(ytP}tDJ)J!d_%nPo&OAp5>G?pxAg1R)jyy2Zs&Q6)sw!P3sucK z=qeJX3U(^UxrP53SpPFT3ETOfVg2?03>SoUbD?L+Z10si?=%*5-Ef4K&ulJo5+D9Z zbzDijq$~8sa)OWWvpZFDetnLae)PT6jhDMz@3m$sonLX+C24}@iB^e(ci$D}@E?CY z^JDQN-m|TD_Q_v(@@bi4_w1>^PkH?Aeo=VkUugWp{f8Z`j;{SN)BER)N!o7q)i!OD zf4=?mS3^+!fINR}^z8KlcaB{=ZW8CZA+hQ8gvfm}1K1zOZTIL}(bcgq)Qy3ef!`|% zR28wol3B%nhDQ4*g8F}JmD^(4Ri;mb*9^7N&qaNkLh;Xkz3XPsH`%4^zr z&!^8k?GgOq-rufS;eV9lZ!y2I^S@P8_V@i|o4U~6#~u39zN+situCJ0opB&O`ThHQ zo3>O(&)gazByqp$#F9C+cjT5|+I3&nh*v~Ax!7xW-JbspUN`+;OL%UVi_TuwIb%m{ zyg19!v$dvI7q=|x(mrat0OV2-UM-Irb*r!TH~nY$q#XllH~eRK!5Mch@Y}!mm5KSey6|ic<|5A`nLZJ zyezN9wm(YMf0pF2R^soQPg4HRw}1Y!z-2x|jcsXO-X7;-X?K~6m0}0mxYs$R{YrI^ z@2$G4q_s#(sWnuBfrr6XlfwKb66hcke$=1ym7Ui14gLPJE-B}{i$9+xd56ug)o$wQ z55HY@efZw`_RH>@ijy+#-q@lt^=YT9gY94K1&ihzZ*5Ij)TPM-Ytf)JqHcuCBe#pA zVm;FfT}8qU!OMI9upj=9y8ni~`?>zhr0c?amK%G{pV|5E`QFg~46T-r>VN*b_@CkZ zoB4n8_TK8!)0WHru>FA5@zy<#b_-X;-0&8eww6P{dfJ^>{!*EmWqY-{G*F77$NyOV zGfZ&V|Mf%t7twW1JO48<)t^v`|MkQE7uR*icEWNewDC);Cw-2QP(poCs2*K zeT%%{+2x0Hm-nAV=CDV4yeQG(&=g%4c z@3ybj|Is`z{GZ|cxBmYO^(p@u9+$qm5?C1VIlgrt<24)IN1R`Iot_ZJbr5WG6d4NJp}T2m&OAASt}NGF?{VuZA=%&v)4a~1QmGKzy)5^v-w9(Il793 z^uXdBohC6Iz=H+W$RW2a01YOTL8nl(JRbTArK!C>UE_DX{*{lL^EZC}%lD{DV|~U) zSa4ul*f1JIWCl@%-NeF`t~saESH<3PilEjK=L~&Sb)n^NXTAT+BQ^c+e}?*h zT063mG~IG7vp?HhJ$&=vwn{v-8jWY?*)C`~Ne{ukZTLV0`PvdJ!~Li%~4=UvuGK{=xQda`yjf z|7rg@pS@^LFsg!W+55j3WW|5~`=8;*Dm$6CeL)cz*v8F}_&*+QfeLheW!1V#j|5)Os*R{kG}-UlOMJzyJMb_!Aoap=|ET zyDuksrmm06{Mgww<6#=Z+|{284$pJ=qxEmM(-fJfx}v-6mg_0&9l4Mh(!0JoYnR+b z*UJ8HYJ2}PIJYhT&rrMnKZCeC8b9JcL+*q9^FP!-N&FhMx8HBkp5woTX^&-&*-L-T(Ig;uy7cLjsv9{zi@h`*_gXK`>N@(Lp(Q`?Kf}Vl_n-3r z>Gl6``zrrS;@y7+wf_u{UQfUM;6KCjPrsM`bNkN_J^#<|`YN*(YvNH9y+AV|zxhAI z{L}BI|75@R{6B-;{d>Kuw8j4k?sfmyX1)L9{vW&Sk=?c!ZiD03o&OomZ~sonQ7^vz zu>bjI-^=<5wR!cQ-~N4ZYthDf6eE!>v)#x4uU>yw{1bV)IUlVf_#DM?%PQC%uYC2D zi|*DJyq7s~?P0|(*&E4Q{octGpOCc<-#R69pufh8BBJcD*0`pW*m_h96JmKeWHT|Hb-M{g3|)pc$51 zE;{Ev5ptczw~5>X`=3K`{q@uJFSH{c z{b#uI{I&d*pL>4)*s}la`wK5$Eb97s`53ll4@}I`zJ2~D*4h8|MT15bUuw_(QTd-i zA#(rgr~AK%uA8*&oc;Y(zy32!w8($xqOqv!voFpz%j!R}{~0ExJ^!~q8Z^+kG4vnb ze})sAK?6u@K?6v&={$c->)+nL@_FNbhV*A;TLN8c9S^`dh1lqtr>-L5k!;H*|7Vap z`|syJr*)yW>i=wK|NZ=@HD>)R&|2HLT6OTO*?CuW$p&x`+iZXfY)`Pt|9k1qYskYCsC?q@*%Hy5Qz z2G3c|pJZXW=EK*_)u(ioXZ6|h#>GrorS{k7m&V#$?ZZ{iRtn5I?KjJ#-`&F1-suQ) zGSgr2Cbg#>f&cqwXzJo90G@ z_M1p$pAJ~mrR585E2Bo=^VKM^yXIs4yW+3?uWIhq{)vkJ_Wec4mq6E=mycORLT7tR z@7_4OLiYH2$DgxS1kd#>IvD$t^Q3F+)D^3zTc!TpB|h!up}r*vjXy)JN;N~4ytUZ! z=W45@ruH(Cu&v9QD~od`FPWgV;{?xf`%_E*Gqhy={#SLo{=V-&(VH^sB~_M6<(>ca zF72bpwEqkj!ghH*`zKd_LM;E+&-}lv*-O@L?*IO3-~K0l(mw*ZG#2f- zT(D@H&L8XA(rnp7o_VVkz&=>^pP?l>;6KB>Yx}=nu5YahJY{&fYf7fI{p+30M=tuE z^EkL@O_tcC$k@GG*7UsWnQBvH{5NZFfuGQFbxv)QoLQ50acO1hu2XJJtF8<)J0?4! z)$;p_OfRFpNntFPZ)mIztEzqb;Oy4jC+zoLs7vpf^xE@E?u0$p)`^rV^RPdS*3m8J z&sgxY`sVFVs#lt7wuft6bQL`p0m@&Y^~gQLFs=PalQ8SoJe=RQ{_pNz^UCbs{5f~6 zOJn^C3vj9ccP_Phv5%5Fh_6_YgKePP7iHQ--ZIct^qS*JqypOC^FKp>+JA9tX@~URl|mQ*^d*LS6jyg=_V@x82&a ztEAZJ#jP9{$>hK`-V26bW&Uk_<#^@SmgnYY>t^5n(?4@PkNvk^sgUG1KjYS}j=Q`2 z{{ESVf2jL)hki7jJLhqUYWE3Sr>4RmkL7!-;`{#i)tKhz^3L57E%4HPz!Jr{4)R|g(9e^HjXKE2|wU%%%^ z)weyCpC%scsnTXRP$zk`D!$>1{|`5l=(t3fo zEDjFO_$Tb^E-=V15WU=+`|#mgJNwJOHa<_e*mV5buk9c9bHCjF_><9#MO~l#SAi?M z7j@G0C-|V5WZt^=hui-&JcH$-%}4(;>^y(Xe&y%N?;kVkZ{J^d`J$`n=jA=Vsr?EoBznRjkjKQn|L6y1o zYyL9`?$zJB=U?=nzA7!PJ$vULPRuxv;RLqF6D-f;t>+88Rt01dW#aHYa^E0=fjiR?ZT5VkG)7^z0y_w{l zD?a(oDZYSqla+VN(^byf{{1vFzGTy;b#EBo-rBV{>Pen3ruMBeOzeUR=M6z>#cIyo4&&l^Pc-%%vIi^n)Xv!BH(!I^X4yWBDdxX zIPG3mxtM+TfyF<&?(X}@HkZZ8V@8bU9M(Ad;Gj&Ywfojga=GxPz%JwVGnVkXj}-ld zJ3>}GniD(8Gk4LudC&XVwF;iiwO+S&PUzJm*UQ;5@7MJAY-9NLHr8~0>mpC)J9lP= z)HAKS^Ut*Nk+kZDE3-6y^fr`yW8eOKR=eM{;1$u#$`hZh|0o|AZ{9vt$4o2W=;h~A z-|mlo_2+%bxt}XTmd(|SjCf^}w6G*Jlz~yJfjy76sLbH+vTqW`jmoX+7ldQ;d;T*# z;j@3e>OX^WOi7SUkj})7;lUH!1G3k5+)19Hm%4QEcgcjj7n#q>t&YB_vYRu{$IH*j zZ7##Af3nx+2Tk)(?-X*4J+R!#xbHth)Kk5Dy?2L}d_Jkie~RE()W?@1@)KD~ZY z?gL8AMfF-=HdHQCm+kN0;2RXZR%hz|hiekU`Tcsu&#&o;7rEu0xoV?-!(JQNX-n;wP@A;BZTy60=KVeaqcE=Tz ziefcN!z%n*!TH1C|L*?vx0e4_m!9n^5`IMnHnGjBTOPdi;+ENSy*_R`%p_*Frke4c zAN%8YtBN_VsuulcI263%!>-oDOO$Uiy!?0KMBo?G7jkxcc6^-Q^LCH?G7s0KTV}6& z5;wd3p8W^G1OFK^{%YCxZ7cg#*S#Pz%1yb6S;=kj21f0S>a~@VzFN%(je+>T`Oolr z$^KuG>(1>sk0!8b`jKPXxHJ|`09Ev$nvH+XibY+o6-eqpl*e&>D4V%Hqv>1r=_yk@ zPP~?kVX`WfYYFF$o+tEC_j&uenGXX^_ssa5nA~vV9e;AHL}qZW|Gm|Vn~j!ttaMys zvey3miN&=`R9wcl>Pv%Jk6`F?%k=54;8eI5!_&-!{--}7RP=;FP9FY;Th zQ<<|avh$ya?EZ7vXZMJ%ihObFOI7QeVvmW7Sp_xJ3nkvUCuQ&Z&(J!3Vg31KOaC*} zUH;F|z2bnCK=+&{Q+CBKTvsiVnt5!hhPnURE&HdQlRtV-Yyb798b=PME!Sk4x9?5$ ztmmt*)jv#q5&!w+%KH0TK%)=mYZ6x;TvO5YI&hn3kY-t~5Q9V_)0_wM9&I@4Brm_^ zS$bZ0*s8y$5C67UdjHq;Gbca^@f&!ApR86Y*MiNg%qnvjW6P#5i_V<(pCN0PR%+;- zGga!BcJ^9DJlNNk89Gz2Szz%z?Ir&iTBaTUR~hr4;lB1i)AvvMIsIp?tyERr`k%qL zTl{Tm#=*=hC$E*x%=he)IiCOW?!NsGLv#|v%?oeOWT`%9E;uLL`#%GxZvUT8JO4B6 z3;&ZX9(zT3@4miAcRXeb@Xuy=B2+D3)pJNBAoG3RRx+ljiK*ntkxwr@yPbCoORk&QK{;>Hn}&XO9<4V&22F#6OvR^<1UTJ423z zU1H;@GMVxCgXncH%UG?8M-DBWbbZ>n@Bj8ce3P!;F-6u~_SeMM(>>)ob>}M!wDQ$j zs{CtP`(qnt+NRz|L5IvvGrsKGdg{b`m0p#e$Qe&2-??^g>Ld2;t%R3nv@cpI+N}a!KXV%#@^a$5rNion|c9zPLHUOX&IT-L+gx zInS-%I%~rzjYWHuH-P3No}e_m*X5(N%Wqr!XQ*5K`k%|g{jCD4rD}KV-qUsCgz{%T zbHO>GRiSBNJWJZx75a|t(A=?7UA6S8w5Qn?)2+Q+xpu5GJfE+$NLtyuwfJDz<=S=8 zi+VP4d}DGC^7zldHSO?G#U$=ZW@E#wK$ zOIkF|eVW@OH=Q>{N4}f9_7s!ek(%JOc(qLF0n-Q9kJctjyxyy?{b${NmolgMs(Sv) z>p#x_(|G)EY5bGyo`A@v6)KY(SWDy-uDvzoW@Iruvv!YJtb^=d-sG2?UGwXCK5HAf zJ?scPFZv>V>WW7jPlY_26VW0j zk1YnzwCnxefBnzEb>lxn%X0t!4D-z6zn}Wg&@2C8%FF)@pO3x%_cQ+E`fOnvo)tQF z@`6$YuT$RrjhlacTDz`kr2o8<+w~KV2S(K?T~WM}ACw{H8rq}D$6$HVwtsJ0__0Tt zhvr5)2|e>pzw=d5U1Ql*P}jIK5q$(BV%2{Jlo_gho7?K7_J4c-s`AEvhRvU?qcj%n zTkrtf(ge*c@tr`G5aGX=5YqDZrd3Tdhd2SdB#Odyuy6{(k`yf-5XI>tBsDZXur0g{Rj(= z6?C!uhx30j!iS8CuU`0L_Mc&b3}i^@TE+hFmcNdFwad5rr>pCAK^=V zz};Qc4M(Jp3P7f^F-DWnQ~Daz9(jD^VSC>A-{oIz-qhdxId`o{V0=IU##kk284DE4 zlhv(8nx=(iDlko6Hx4w`h6@+f^V>h+h7PM<3OE1o`Jcn)dhoDntZMF@`u(9_|1&5R z+&|P2=qmbbHqPPM@E_Ly8I;bR|68~HU&GWSv@y|N=Olk*{b#tnf93P!f9KD<%~;g+ ztGNMGiQvLNPjzXm+r+p3V4dLPxJys>_=dh^@=Lm*ba#%{oaY5!|7sWi6W#Kk;ftZ? ze};zV{~5Yh??)-2c1Jy%yK~t)*B1u5&7FQ{{|Vc@@z3k4 z|1%h$uYVW~T1hK1{|8?^Xr=|3_eDzsYytcB)qmcz38E>nTe&+vNXKc}4= zCl@TZ6LhyE{z-Z2hKM;{tzow|zxvN`X7-y~>;JN^uYbP{JoRk0`agr?>-)do?*FlB zziY+*sFhFuGc+9k)4%xNsYCx6^dJ3aIJ59uZur0E>-)douKyTPJ3I70!-B8x|9-pw zCp3Oh|JsmG{}~P>|8x91we?^8(fI~m{oVf=jM{H*jsL|T_n+Z@ z?tg}(fk>8x)^*u!4L<#!fwBK5`?oOhpY`JZQu#M$?f)XT_dmnF+y5E579(4>>aR#` z*7E89nB_n5zgeUI>7V|eQ}St7>tEPb|7WP({+~hA9mTHDUmCxz`s@E;vwtFgGa~-! zpZK3s?9Q(G&v2pY`@i4$|Frs1>{|UL@aw91@jrO#PuOqTu>bUr{hu{Zf&LHPS>6O)2w@H!`6Z+&n;eEFMs~beSgS*h6P8T|NWEyadF+s{|t`Z=YRjW z|2QZx=HJb4V8^}vcl2Pr{$u^m%J)~*Ur74=@1OaPi%8m5YAn8O2Mbj_?w|FN^)uxV zj_Cch{4bln{rkuDy`HXeP&4f}7Q~6k=XN}VSn#Gll-gpFAOXHGt^7} z$@0?pc778yC3H9ai$4~R$EohyYN4?dBmU{1(SHUbTZE<3U;Tga#MR$F_Mbs&QkU)K zH_#wVda!@`$LT*OzDL-af$-p!DS>b2r-IXN^KWt1Kl^+3pXo;mpC~)t%ck0Q^*nRF zzTRtRXc#Qxy20=2&mD>973xI2cKNr}e`1{fZ{O_y431tqAFT>He6C>DCl!&$ z;@cNmWzEU0{+gd%o-+T2)ce1DQq%u_flPQK^Gdda&;Gl%`(OUS`iW0#Wb87 zC;exb{UQE|eE9Mk&-QOHz5h$bRR8x&@H9ON?`6i~-_hcK?l*x}80@t>Zu++owC3dD z%KH2Mph6avd)?br{??8C&;E%2WWW0Io8|g9yygGedAphXcu{~7kp z|Ig697>&PfT9^ISjrC`L=zrp0efdqrRFS~=yvp=7H7FB*Z?n5lD#2UVP5!9`acL}C zk_cU<3LABS({b7l`+t0>|MjYV!uqWBq92a`sj&ZBYJVbJ&i?P+UyHAvtiN}C@n2q0 z^Sb7@0BD6J4$M3o`yA`br2h>4`hid7-$xpXW7bW6IR8&W`hSM?%l;prJdw|h7)Y{zkcQaWz|^!?|M1d{ILAT2mcwqUir_U7*p||;d}Y3{&3a*4ApV{UraL=b^ZMO z20RXdrJ)EKRpQI{M4H&pnl~9f%^JS6`=8BT_bK%|E`9mWV6do5d(Ib}CZT4{XRnw1 zNdM2EAo-u+^~?QVL>BG;z2tB5ulc6)|1$_p|GW2>tglF5oZ=%Cf1&wRPSsT;{3Uw_ zX&Xxh#jc5u@jUg%oBuOh5B}3y9f}-ZJ3jtrc=!IQ+&b@n-}cJC$O26*Jih^MNcv{y z7MCmbUAq@~hi7Upw@lT8u>GwzR=>XA;<~H5qh(#u?9Fq2_j`TO=lxN4-nsJ#>(W{N z`?bF+U*J2mS4J&1STNI8`Oc@ppIdcwA8eiV@?Xv;%j8L#QksE_C;CZ7Bs9Np6*#JL zX-&XlPvtpUD^99yu?hXppscp=KSMnKpVupXL@!t7?hSHfow{d5=i6fu{}$Ah_R46l zj=!mX_3w!nN0LK%^tWd(x_ox#w0~^Zo_1Kzj_~})KH>QnmN2``i(g5(teU=s0GPxpwaglGp!2?=2d=HU0k=Foti~p&t z>PKBU5qUXB-&A|+mW_?iXYSJaRWQT?}2Nu|1_AE#hRN!Miod<(uO6 zwMo@jd}Marb24e|-@}^cU+nmsJ@?v|T6edd0$E~bg$+*4c^XkIcyL|c=i|Q~T#JiP z?S9j($<01(iBa>N$Ck?bvN!*j&m#Q8>{(<8d+Wr<>MN2C)GKALefZ&P=BbeN72j=U zJd^liS`~0qV{7oX*S~f?HeI{4B0uJ;l5k|^WlzBu&pDRAh-k?2XL)%sYoFTY&2#cv zHdeB)2=KF)N&dLr`{Vu2^KEP2F5JAW%kvp~Moo)rOqs;jzuGcpQo_q#T`B9bHs(3D zRqMmy#79dlv)7%Ji(U1jKJwDz&-!0}F6#gN$Ebg$B-5tXw`>F-DL(48du6>lVp7D0 zO$(mNM#vP@wIt8_^j;$K;!8V~y&K!@f-DUCT@xhu4_ho2Zfj9kb-BEoXSdPns4X9E zbbLBz^>VYDt4Lss`zBD=O7v2V@qdO1JpUQKe!2gPE8IL*{jmK{hV%a!;(h-!ELbY~ zpW&`LXobp}{|rB-fR?Dd%2?F(kzYV#smz>k&+LaME;(Emp2_e}G$#Gyx;=Va+cdX& z=I)&8bz%8Oncuh1P2`M|6f?fqHG%(eV0ieW3F2O%0SrPK47I$)W`&jC3!UfW7cBW_ zy3CsOYu2lt*!TH+C%bLm(rzuEomyUE%);~d`hq`a?H>E?+wSz~wngBT9szr;mtVcN zTzV6Hs?*N?PhMqv zXTDqd=|Ru#@-OmHJ0EF>Y`x;q!wQZ*qh7>zZ18H9FtE{@e2s%P)6||ExB9b}u{AC-_)kdvX-_`uNW8)0}4h zX9(YtEFZUZ<)bC;mxF=~UOmpM`h2B+zSq49AJr=1m2J5e`E^UQwkDcNO}p}R#iFi{ zd!bkoHv|3mcd0olYb(w#BmWTwpdVuE`_RK$ieY%|S$GO{^zntXQ zvTbtdo$kv8zmNZ8vXFl(zqIOTh3xdEI;9)_D%Z@mmu>PqyvM2~BsV#x7H9x;8x{3raKc3|A`RR$1^LG1b zU)(2deRA=g>1D~^`j$NZ;aa)1%Kp&)pUkoK*N^`@we{sw-M^_-#>dYG{hD2u{n=u_ zX#I(kE9$Qw{?B0b{-3mloP?9rmUaHmyB?qvquYMO7H!Jd9G(8WEvfL|X~zC5Qn&Ro zlT+*8*QML#ihX)vdU^UMwR(YyV%I&jb{2CClGG+y9F*RC?(v+-Kd;1@UU;+qOZiou zNv5+b{#^Lj!x=1T`StOf>-=jouW$Qx=G&!%+FqBoozb-ZRH1y`^u?Lpr9VU$?^3V{ zOO22_U? z1+TCGO^TjH^k#w)?WQlF1r94d^?#R&oBvEC(6xA8N1!XN*`%;78Rxd_Ox$_8`&iJS z;BQmQZf8%fvDx@x$+m6RrCKh?dY`dQo|ePY{OQkL-prcVZC9UOUOY?O?Q)XBX{jEA zyvF_&&%ds>-gjyJT2uGS^KK@(}voKzW~^z&!F_(!Yf?)z(VUVP)8T^o0bn-%X7)=;pL z5uCTx^zO5jYwo&C7xu5VztbZ>bLSf^ZXzd{x_O;SCttf5J?~g*-{R)NESalvoze08 zt9d`jb^d4IIM!WQzVg&WZv%ca|I9fbBkr?~jGWqk8ou6QVE)3i z?#J$<;lKVYm6)M(<*7pO^}GGWF<-;91vy=VmVa1(~oy0nkjIIK1^^2kqMbN|l}vG?z*t^SGs8RW11XZU)xer~4g)*!QY`%QfQ ziIvRL{?9NW;y=T>=ATke7nk?BPLx=!c|v(>sU5OJh*-jcl*tX+*Um>roV8Y-&iY3w z^WC~Ur!|*tX4o(lpDnSIxx8dc*sdKvWv4Uxf9TtDWmekk{N>SqmpxfI)h)8$p*K7nZ#w$|IP|IyAWS=_KqS>(Ol#QzNDe`{_UOpZ@J>@BFT*p}S3c`8UCR(lzs~%Vo=+{|wC+b1ex~y(4wg|1R^p`N6Lvyz{O7 zpK#1SbI$DXtkyWcq%_$^f7^8S^_K+QGw zMW8wk-0fK+r}$bPZKUndKGX$|Wn0hMcTQ>Q(pU-Kw0N{8_u)*!-qF-pPwzevZEDTJ+}Adp6Y|!v^b# zFJq>PZsq#C(5@mcvGZ{7k;~so&GfRv1Mj`M9$v^6@oef`XFdn@y`BrRu1DE^*tJ#R zW4qgn#}}^EifS#H^7HcbqPr4Sb!S(vj`)&MQ@>ndv+2}JC;NBpj;O1YKecndXvMte zQA{lTZ@#T6-fXE;>-lf$`HQipn|WL#iacKw2AtZkMg6U!Y|ULrvhM&Tdy)#Lu;(p% zyel8RURDv}o3CbbBjSOXb@PpDvZ4WVR-W|IJ9BEQROy44SHgY1ru>+>L}Jr7@k2hf z7X~0liAx= zzEzYByI#I=`-8PX=iRO^zM`Kz%cWOBqtns4<9Ly^aP0R#I(xbQ)tc)6{x<(lY^ABl zipN?P`*qB|XiH9hxN)lO(vbJr`N>4jEpO6Tw9ja5#i#R$4>t9fapf&ld3SYdIhV$w zo&G+cv0`o1Ue>xi)LxkOe}-NDpp{IK{~11Nf|fE}x#%kTNKPSS+Bv12U2ZHb1;^!% zEnYMyy4#m?^=j#=d+T$n(-b>Z!|qAzuv!1U7B^p~AnvHi!Y*Yt1-^@ri?kY2G)i`9cI(g-PhL*0=|0-kZ?<@ZSoo)i>WKUbPd;j*rx!3RhXJ9%0DrEn% zjO^_j<71a>SiP#_(4Pa$b0+`IESVb?&2udLOv{|N>Jq=gN<|NTJ#}jLy17fv{+(iJ zDRto$f5%(1k1W6U8W{e0Egg2{+5Q9$!6VBR8Q;IkY8Bn5Y;xq0;z`TQCu>}7Os(=> zvWf)8Rqg;KoJS#nu5}YC+DC^aMu#QfBZkjtH!QJd^TYoP?WMZ$ZnK`9KT=+ml3j2j zsl!a7HF$Ts%qMogs~77J34_M=-mk3l2W^tj49>k%ZY`zV_n)Cf9W>x}Kj_bV=q?Gr z-TxV!_bvTt|DQo-f-~S^pE5TmG-T*85XEc*BL&`@ej@rau91kVyI6dhS@) zk=;`*$*5t46EG_vTZtwmxyfC-_`=S2F zD*K1hyZR)~7Kg0a)cZq)&+yDIX@5ki8fd34K%*+2XIPUz<@V*%| zXM%3u)tB|>kA64!cX9roU-dPfD^}E_x_Sk=jjz7!fBxwAjQWi8|7z{`say%M|ImB) zKf{H*`ri-!GkgrGN3-y2Rs83VwP)IRsT!0^`r9MeE)O$UE;sZ zpcIt<-d)qRv>s)05_PIl{^t9i)9)Pqo4yphqpdHf>(ze-JX5Xq;81G+b>915?f$(o zOHq0cQ|-~*9$Clq;q14~i%*y4uD|p0#CA4gk*p&^qJHlrsvdt>ZnG^^v!qw*OhNvU9@RGsx;`>IqtCk3=2>F{`Yq~Xfqc?dE(a--%K;`8?Eu5A^cUn z)$bX#MYg?B+S>mFbff>ZYrp^f?LO#?JQPP={WbsGzGw0={mEfnr~WgvpxTM5^K0Gm z&+B)#4-)sDe6gtO*W`w;pt&NXGbCb<7W`)bjjA)%R!fkJlIHvWf)8Tht0bo8u@u-C<(?8IX5r#ID8IzyE9HAD^Er@KGkv z;0-#)*b*GuigEJE)}>dbfsU%lQNS_n16sbq{A`uRq6XV?l=G|#W9*TSyIS`Ma<&n! zbtNDFBcI%`A-w;G@IObP{|wg;g7(<#`EwpL8?|5OpVgOiN6-c_c^6QJ5Er(8fN~g3 zIMN=Lb=UT-su#9%WEBYvGQj1jb@nKJNsOsS_RHGLQq{RfMFOKaKv9be|6Bz+Z6Oxr z+=n~i{K%(e>{tMr41!>-d23f?-tt|4t5o}juF^SXj~^$$$SuDSz-CM>V{^kLJEL0mmET0$ zb3bw)+%C+Kd_953&sZg|`#(diQRA-*?18Rk>YmAw%B3ZVQ&TNjs+#?f;uU`421#Xz z_VawnyYUtKANkCxI^Fs^{>Iy8`Dv!S+skY}L|ngUI+4B2#-44FsYFS)%Wl3DVV0lU z<(Av+xuAU3Ci26))4m_Bo?E#5m3h#eTZd97rg3j_4V-p>S>dtz$}da*&M!T^eAk{2 ze=Zpx*eKn>X#eU&f&_o^4w-8CsJlP*K8}_(_t<@5txDuq=@mUetd;_cd1UWB5pMkP zx5$p+N7bu4cPrYSne|yN`lQ>;BOcRq_RFaTd#Qw~yCQ)e@L6WG((M};YWAK#^FPDx z{UPN~=O2&jd7-hW>*wJYu(fsk4jU(yoab~eWJ&BgpmKb*+|ED#FC(JDJ59~6EbJ?f zOrGS>YR1?zr?BhhhdJT_FP^`BH$N>^r{nRvm9HnieCsy#KLf}0Zw-*1NCPM~T!a92SUG@T*-v4z>Z%Lg+ z)6e{%>h|#MmJ!=}Sijl*`}=y%dS!$1Bi`O}+v3)?_ig9WShV9DXuuy-_%Wg_Ox+!Y zIT-ad_{Ypopuz%j99GcvQtMc0&z)D+OXnCUCciqqLGHvZmK`#0WZv)9Rz&U;h+VB@;^N9S|C*>ayZ=9N_4;!@qSYt$me5_YSEO6D*a@flUk z_xiHK#_-_}Q^6I7mqe-FC{~!Ees;%K%dgLN>UZBW-FUgAdoR}|*ZG0FI*uv?PvkN< zc=w&7g?#@N!Peh)uc!N$RzCc>B)u`oT!5+m>VyLZa>olSzS(VkWBLT|(Mmj^sug~q z5ozW0p2d%zACaETy|c!C;mM~y&En?T-=|FcE`H(h%0H{GzCQ9bzvZ9C{;PTKXZ>gJ z)Gf3=Rctcz=ZyL9sxK(LKV09|RN5W=(P;W-LzS?ex^I=d>Ys1_{1v`lX_e9W`1vzrn-DN`^qnCdD)K?XMX6;eEj)= zeEA%s{|p^#D^br%`nD?MaMGMCubQ=a`%iq#ynN(g$jW0fC*PdhQ*y#2U~TVNt+&5E z|J80;{p;My!c{SxYKK;R=&;iG&mgrhM&gZ2_O+tE<8|!(S|TB-I|5xrPn5Qb1cJAU z^5dOYTfb`lk@FKAVW$>pA9%Az_@mgNO0|t!cW<5KC;RYe4H3>n@E&+dwH6)DUERDlcxQaOXzs>4$&${IyafcJ7Sd zv!s8=zIIvvr=kC(|Ck7`iMro8W&g}hr7g+dH=oF~pLhTKrIlItIsXLKuey8R^xveY zN99wVWg34rw7>Ix)&395K_@NS-?IPvck+LR-phjTR;=n+(Ipy^z+k}eW$Aj;AJGqF zlMmffm>+OOFGsb@JFJC6_H>?J`>sB_;JB$CpwT4de9~-#0hM% zM?oh-;>4mTXL_wqSTFxU{SV^A)ykjqK@*L2k$*~GoNMaRSU<rjM%SaX{m_s9 ztPT06R?~!cg%s(L1d1qh3_Ub)H%jwwojgi2vk;ud;iWM&&BOVqhxgq;&*^pP|K9x# zyg#j8w#szS7SXJ~1T`_Hi8-tzwpjsE{k0v*`@s7QVP%l6g&4_E!i#s7qOtN%4u&Hu-0|Kp-7 zgZzgH+4sLlU-{4QLGwSuvHl+(rtg38zN-Hr@}J?cs|Z8=A;|kLMS|q#W$UQhJ#k&j|hWxzS?@7 zQWl-Jusl~X_h{103Bs=%sy=Adzx`YOuQ_TuB+Z3RWc<4yH1eJu1WQ%hzuy1Fn-vdD zbde18`LFkXk-D-Uk|t4fi#f>O{`LMZ+g5#Wa{gT(`=4RKwWZL+?mB_}+rQoa864Mo zLz3ga``7DVn69jcB-g+c`dOVNts5M?vEyj!ihI#+(S;uADJ;Jp$nD|MSaiUjV5ae5 vM#-n>>K8TeqhwTfd50xg?sETFCZ%toN`kN-CTwW|>~ literal 28801 zcmex=$<%PwSRFvdYWaQ-KK!z}~va+(XvGZ|o z@X3h?ipY@+{vTiv|EDQ{cwTw*63@n1ILW+itY{G$w>`H|qMvW5}awt1(JSZA; z@q>zSQc)8pmzcPOq?D?fx`w8fiK&^ng{76Vi>sTvho@I?NN8AiL}XNQN@`kqMrKxV zNoiSmMP*fUOKV$uM`zch$y26In?7UatVN5LEM2yI#mZHiHgDOwZTpU$yAB;ba`f2o z6DLnyx_ss8wd*%--g@}x@sp>|p1*kc>f@)+U%r0({^RE_kiQrin8CgR5fG1|`Ad+2 ziIItgg_(sNL#Nz~4os{_Ry;>bO1x z-CnojgUE)r(JzBC^6x7IG%GF}B}LyxDj{c_Ukc>5KJ~?X&!E z^}Rnd>+AideX`wUSJp}#uV3ZW{#_ggEOW$UlhL%ZXiocxj(fjPJS^%lx$-c`jo5 zba{>#3q!o@)lL3M+VAIDeY+fZ`R!J2?v8i4dW#|#%rc%jQG#g=e}N-ggZiR<`hS<$ zXX}PtkK6rW`=Ot?585u?lJ3o192pfZW6)w2qVXhO;rTW;&X3XcBL6N~9o_!z>9n;U z&0bw>`&gKfZ+E^we)5y!P#0Z4c>mVv|(lO8)T`>-VaD43Sg& zp<4WyS1fYvrQZ(IzTKVrQAH;)?U=h;*kk1#3;3>e{n_@xyxY$5$NeMM?n!^x-*1y% zzv@nVM#6uFmcESbEJ1HS+pJp5wd7NE_|p1ATmEjUf1&!={*TV%{|rxNG5r45_2c)q z>JR2`4VTm;T-YivfA7aUf8Imszq9WCn5nl&;h=)=Ma~=B&jtVRT}?7dd3KUd#YFSJkT-}(Kb{w;svi!1de zvb+>qy6mjsEYr>nE*FI7$SyIs-Eg@1?Jr%CP90AjzxC29Qd2Ei-79wL z{Lx)u%NN~u<#N}V_M!7_Cj-yA%X^r6-rg#_thW0>7a;rtpZ17Ro zy?OVg)LF83k}aK<6!B&4@2pSFZ~Aq!Qt`vra}%{crCffW;(sz?6aT>s=J_9w#BbjJ zR(w^)v&Y9BOSMfZau;vk5pDU5FXWB3P4#@10)~HTU)TF@y}0Fmb3M~mX<4@Hop1hF zF1>g6w&~+FlZ03%KbWvUe#QigmyPiv|E|_=J|oYu5L(FQq{noibwG!7~iLTuvHf>|n zt%D*0PK`=kCR`m05;T|_7~aOup1 zz{vcRhjLC)@=FJK%eq7N`AX)?)&%alvh{Vudy~6Nck}AbD!ubePdk!$@YQ0z8}CBW zl}&$XEzsavz+k~pw!WeM!Mu5fmrMA&q?WgrYInT-&#?WiplAMF`Mc6g?;N??*PQ<|Fq!)QGpqy?)7JG>+}C-I28GDrH$dY{Tu%?WLGr5iO=}-=e+ir`Dt%=N^hL=SlMpt zm&0|3dAGd%v4HapUvuMshNU8m&+czq-)&;wDKE9U96s~X&c{IuWbb5*Bm5;9f8E%-Y&UhD=`Ddo;tvF7>x{$EsX$cmx zuiyS>_>pDbX#d6LKf_bC@BbNkt{;lu+}^lley6F|B zk64&&NP6?p+S30FJfR;p|7-qd{GZ{#>HL503;3gd4?T`F<;{P^>Zk=?)*?!WbxBNC4 z_qA7Rp4uqW_ci#z{5QWJoNw8uvitfT%ayOcmz$TRopaegPu!vP;wL7Tc1y?m*So&n zV)&W;P4>sekIawUwmzz^m&*RnaBE`3?dZLm{`PT{85_6R?{Ym?VD)U@(nVbiKaKx! z1=p(7aeSCIOX6qot6;ywSB?t={%2Us|2%g68{Tx;?QcG&8foyBuej^;q+Ib(`X|Sq z;iCT;ST#3J@@M(s9mG|$!&GxY@{5!ngZ~T{(?6}d{f&Kh-}7%}8(SsBwqDU&SYR#m z`{PfG1^n~(KUf@Ac=+RDk6pb^v*)tu{&;uV=CJ)V_J{FlH9UJK2ma81u=?hVEt_7L zrMcPOKI!29jJGEJKLe}O?!Nq9Dce;BY1=O(-S0bd`Ap%@gny>r(hr=LG`ZjOk89IR zuhU|!X)3`t_e@c#OS!M9bzNCV7%{6E9C`EUL{;urie$-iSB`^H?a>W+z~zIOUw zk4|)2vvK{$r%p|a=QKE2T6|j1Q+Mew8>&)nzW|p z#(#!v^?UnWGZyfloiF@qzwG{uw^7Hg`3k-JbdFt(V{Ojay*)g4#51LP9`81^IA=BI z@8RE8e@wa``X83I=aFvNwXag@eZV{eCr|4JzB`|{Xsv3hdV7woFs|E`p+@(2P~F*m z>X&L_%OCf*{i;2-aM@kIyr-KsvA;Dl7T(#DVVRO9$_i}sG{`RF4&dTmxpkJC$Ja;zxnHTo0 z(^dHQURH12{^RGz`|ew$1V2vOD0lGbn_XM_yc=&zKj}F+|G4R|a#x1B%o@`l${)iY z^LOpvTDrp2+gp1k^S#$qyY|IaPvQUUb>l&D$EU z&r9o+Pcz%>;PG&Ri?T}nfr;%8<5MfVqc8t){;hNS)vVMLI~wu3`)9G~V_kcGa$$YiCY{22$~G>Z(uya-f-m-2%3R-3e>m$; z@PCE{?9KKc_@4h~n56ywmj?5r_}2QZ+mFPmF8W2OuI1Ax__E=%Tv#93Y#Y1FkIhiBmQ`P&-~48OINxc}`b7uLaApz{q!w>tn#S8Aw(C=zLde3Oi>f0&gmc3aIb=kt@Ahau0ckAGjC{ZFu8_&>vi{|syD?-$j7Jk|c-{hw}g z`>((5|6&Tyjw@N^X?t#~NRj-9o{IVZ+W#j1`#t$TLto&329D#M{~2D?U$cL|)BeZP z(k~&uBfs;75TP*eZTcO{z!UX{3?J41lK3R(p7=Ogn}dQ&265tre-Jmm`a2@!s$J>TSN`KSRs* zi1wUTv%kyS-tg7^__{u7z4{0BKTWFt8P+%dXIQYd_|ZpE&5K3d*Iv9n7}y$h$|x#w zdJQ;MUaqOX|I_}*E*liy= zK;ysm>$2ZcXn*!6`?oUbpY_JZCqCN$<(qZeCbVPycL;>QYqR*GKfIIwWZFN}{%HS~C+he=wv+!%`|f6HeXML#nw#lnbkX?5ra8^} zM-o|xz49NX{+R!-O*i>J19QrM2B~9<`rq1wfBxtA zZ_U&C&#yn$6ShU9KJ(H3`Jec|rfdIam>=K$pTRi&pU{3#);_wX{z1p(fI zJK{gXft&WnHm+Fw+h6q0e})P5t1aXI{Q49BbGAL2Lr_Da*H!*j#ro%en*Tu>&FM(xX|KbEf6EI##Z`>UGe!cQw=_&0qM*!sRU`qtf( z`yWbtwExTh>-gXA>i-#J7NZx3uV1WpzIA@*r#UO0*b`K`_}2LyMT;l=XJ|lj&=LGY}fp5*RteCH$ns5 zl3l+vzHNRdGoa42(f%hiAC%;dLz0|p^2J#3l$&xJkz-@)I&G9HCg$>wnHd_3x+b=Y z1Uj%{!pi(%JKW>$d-En0o8FC~9D3{_$BN66or2s7qr36E?hO{(ub>`|5*MrOmNx%^+Wv^(RDuMzjuFiFN^(C`r=$um&SUIUkr=7G;m?&Q_^cywM&<* zHN5}c`0IZL<=30^e~JhGXW)Nzs7qs=^Hna5MGaW-*Zs}=Kk3~0&v5;9{R_@GPt*)} z^HiPWpZ&oPcbxwh^Pl1N{e`zKx{AJ*=ff7#FtM7at|H-)>}zUd|1(TXd;V{K^nV5i zueaGuw}}+2b1q88OrTYUoM(->fNNa<-daC7FbbNobgt)-zd}C*mT$!$d&~~N8>vlilF=X93he1_! z%KX6VU;b@9ah*-8eZ#7U)i>TBy8i9Ul(z|sy0n=KpnfBqJSN@ZT$iW3eS7EAS#De% z%{oWEF)dyn@q=^Gkw>57W-?ou-+Z7_dylcmo@w#tbv=5rkF-{0eE#fHQ}jn?_15Z~ z-P<>|rhiy{)LiUQByaC#!TEZTeeeI2di>3v^U=I*Yd_z)jjyIHGp+wxwDL~>7v-OF z+3P>HADLTaFBEfd$sPCn^jyu(@Ka%*&E^PsvV3xU*{9_%`p5OsALoaWC8y`=J=9Ba zO?a@CaQSnl%;>@B%`ZN?*<7yH_l^GI@iErf>&lm>ZdXiRpEh{X zVtnA@yW=q_#UZb+|7Xas|MBVKe}>mf_Mgl?p;b7ew0+IX<<(ND5{VKiSXyh3EQ*#Q*Rrl@kxxQPNVaAZve9lFP1boxn5UGP_Bec5mIcJ-S4K8|ClV~-^wqoI$9w+y{S&=hQG=+v+ZS@JP+@&YRNcz zu2S*m>gBm7(;YuvJ9ppzVhOjl$B_bu6pt%q463E}D9(&?eynSL^qXL`yohJTi#Lb( z?LPRPI9AwZ@iw;qptimc_YM7-@9H=76s=l+%YFKO`_JdgW1i0mJy|`w)7Br9Z-n4Q zHkm~<^PUfL!~M!Tzr$%2_ zuHMh@GcCEW;>v=!#|jVXL=R_t+isk-LB(+2*NL7MzjxUBFRf**TFnk4eEppY zk<2wdSs_z))=ZmUx%zR3{^J4&mIr*>x?h);h1{@%`0@BWmWFbP=Odsgf1ug`zA zTh?0}EnC=8R{g5VGS}V4YS(RtMP1qr?_d>z&B9%mg0@F_U6%d#**^Z0-EO7-3=>P` zKm1#xv8d~bZNU2KA1Yn@SUURF7Ao4uJpL8l6u!NNZJ*~J{o>>umD{eXZu`%$=|IB2 z#MM_%-inx8ZT$4dKA~x`rI)~QoV^hLfV}iJEloEGd%fo`?h8BydCG4 zI)Ai3v@34?!hfQ9d!C*#C(pKu z95=DmQ=VP@y5FemkLmV5B9-S4{%7EGuV3l8K1(s&|MI??{dY4N&fA@`v~P{Nw8vGw zv(Dh<_l6By``r6(@~3dz`RgD2pW)it`u2aiA9~vx*Ov4qeNxna&+=jK>Jw{cO7uMR zun~;@Cx5L@_Redu4;dF;p00b+;S*KZySaIe*}*>JdyDzq=5Jmu5#k+k>(%}IiR#QHv8RA$8WOE>35 zJc;(Vx^cSw_U)(E{(cqf=W0*3XzEj*_4^O-M-K5)(Mj#>Nq;@$1bmz~jA)b*)< z1vq9YtJ*8=``7E)q(8RKXMZ_KFf&)}^-l3+55M>SVJWb`W$)Ghck{4p1;{6{88*srP{`=ySGmAlYMwa*)6a5B>&meiqpOyYg@vO9~FwTvNmWw zzel*pa86>Mb-0t)t21p?-;wI(>*;a!AG}Tpl zrffUUzuqnU=hb$s(%v>Nv17Sh$QO%Msb93bXRh`Bb#7(hsu)hSL#sY?SZVxckXq;} zdeZV#QPJex=`o5Du5MZr7$ffEugopGyO(KOjp(ZA7yC3eUDcZu-o}>nT7b1Lq|eCV z{p*M;;WBCuRaJM{W?fkvHD~4Nv|07WyMHWwtZRJK?3>`r4{Q-i|4&L&f2`RY0-*HKf=pvzjA3T+Gy1TYI&nJ`6q?1{UeLqHvLvKzpY;X z%8xwb{|wXZzkPpEwk6QD>iA)Jzosx=)JA>9k5%^$+1h1$^lsi+Z#yHsK;oFlukdVF zlQ-{LivKgEAeMxt86$x*tg-pGJrr$9!Bf(^Xt&0Z|tGa*i{!g*I`qy9g ze_>g#vOXH6rT^xsJtSsiWcpLvYfrDcnc6<(zt8-wKk@5L_dnMw^@o3L zSk$FG;j0rUtzpBIraw?1qhVZy-ly~J|75Rht(D52Z7+ED<;1mz6}uE}B#HXHlPNwS zYaQ#Y9?%q{=dUhDm-9yF+{X!ZUt->>OU z{xke3T7J{+Ve!UAJKq0rD!utp?mML-7-ui-%hb)6__L3c%CI( z&urE=U9YgKvNy}E*X>j;Prv=u`jqy>-(rjZGdS+v|NG_sAFJ$+uK3SzA@BXaU-|#E z_Qa>U|EtsAIqyG%p8CI9`+e%Mu0{4qSL$Dwm;Yy|HUG~b>V9LZ{4d_S{~7N4{%1HE z_-4g_hVw_i8$3PopW*!S??+y*Sm*vGs{b$ByZ;RDm;GmWv;xI8+o|$Df9!iEvt$0x zFaLhbEfqcSw>$7Z!-Bi_|9-juCsZEQs!fakGuVsYIXqqXKZD);`@-uM?Udh`W&cHb z_kV_cv;Q-6Ek?EKTS)!$N55wjJ*t0x`S+vJE8)uDblv|om)C#4T>mko7TG4bQ~iJb z#253$`2YD;U*or{>q#AQK=h+pb2IQi!~E`diKjdNGtBpY-+4VSrXMvNkS(g#vj6!%-hoyeHJ;YR(g|bR$brq*&<7O=YNJ4mii0f{~1*OGyK-Ff5<5R zMf5+z$@+h%c2*kvXZZZJ_L6n|wH@{6XV!kiufEU6{?Fg|lIFkJ?SFnwzc1XjX!rad z4(@+h>p#W+XV|p(pMci-5Uqu7PU+g2d|`SXYRC-R|d|LmXmvLt*~ee&!5U(8;`f4}{o z;bRFJFXw^%^XCu#Gn}wn9sRRj`O=H^CjX9KuYZwyW&iu_pg9{f-pvE`=g%Mf&oH4j zZ2PBw?n^Hc@W92tn;ZT!%%9)ZMK4_)~gP+d$ zpTXXq{h#C4sQagX%1w8zT>i}tRIukQ{m)Rl|38DcI|lz8^S`<}{y)vHw(g()$yTrH zv;Ujg@_%i2z5o5L|EJfF!g)J~{m-92@;}+HX4mUKseCIE829m1)%%0>KSkHozyA84 z;S0;UM?319{xf{ijsXoH{%3f>8G97#AS|fO1Hz&Y_euO`=x6`Wux|NJuJ2kO?(@_i zZ~o74J@`*+<;~@w5zqA#|1<1e@0NAZRrIs^O{}BJ(3()(PVzs)3AXxQzw-aGYOh=u z{c!%DhV=go>zDm!xDd2!)_J4<4Am=N|8qYU@K1_MW6_RYob~gL_wDmPvCjUtFB;T} zdXwGvqw+t4LgfC}PxpTjUAz3>g|`f$Zb5dZoV}|^`0MBA zD*2zEE|EKG^{nuar8GbQ^7h)eVhnZKA-)8^#;D3hKEB`s| zJ+;UDu>8jd{~5ks`OlyjSC$DHihTW~{(bhvSz7{KYfgT11dpL&X&}0a1hAfOtN+9} z{~xG0cl3IdJ?%&Oe+C7~{|v8R?*AgPZrSED`|rJ~`p+=&;}rY0rY?wEqkj!gfnN-X~XoLM;E+&-}lv*_rtf}PF?-NOM$MU4`m^P zyVxDZ-ha_m^w-bN?d$%C|7VyO_59!dc+gPsJMH!#`u`b}wx0i6xBp+m)H_HEXhi+P zuA016yZ+W{>Kn0%>5NNiQhxCVztLcNDth{MjnjwRBZnlu-e4B)IVrv9Kf`^W1$A35 zyS&uNR>@n}W3**hrgZ*!l{J#aGO!p7t4SWRY^IpwOB zIlJ0LJn3@l3dwj9+!iLG@JrCe(9>kKh{h$4=Ul6dJQtn&#=SZwRrE^q59#P>3h#0g z)qlu2&%YoT@#|dwicFzZaR)b;-z_Lw`^9w2hpj7*&kD?x`SNi`)utycm+O|*iUdZ; zDncWhtcacZ_PIyPdY*2{7e_tVKQ3Ez??kvqSC`h&wNvk2I3r-(AJ_cZ??7MHf)2G`OfmeD2?6p?AFgGI}>Y@7EgUXSDS_Ik&! zYlR=a{=4%oU#+>!e+I2<(}eb>p7rBhlo}>bHrYsHWnS*HZBvfgq)L>TiY998*zFlP zZC2I`jYVC~Tqx;iBU&=sHve~Td_>(6{YS^2|B_V|35*lGCK4DeRwuh}*Vev=D%(RR zq_8E=e;O-MqnqP1C*$bJbw~V`Xs$kaayVUM+Fz3uVxp0{-1%*NBi=Mx8g;6MM5q`$GCHy`Sxi|ZjZGhSMmFp zRYp^9MN64Yi$z_3YknTSUdR2P;lx_d zK*f5{Kt;LeVYD29nD|*gcTak0?W6w;okp3j^~B%SCvW4ai@0KT_r~{w$?-1NT;wD^ z{E_Ool6Xm1=#AwBAK_hs~x9_N{k01JyeBXNgALHknPpw`}S^n1c ztnKZ(<-(8F|CBW4|MjE(d93@PyOt6$S(7w$);@Ld&oesymHG3!_@nWkjI!jve)!LD zZuftNwo~kF0)1<>C;xo3n32^cd%ySoBYV!RZi^M!wPO8&=QWOxWdlt+7j2lTxV_D( zp)zs%g9nrR*KgCj^}c(})?7Ys%{8f!GaY$2ZmqNK`|)q;u73(2o^@CJswuQcIO3~P z*kqnQ_qe6{=M{Uh7v7A2@qSgLO14Si&xMaAgq9fnlJwI&!li~b-hIrrq3=5W)nx3vP{?9Oh z=Rd>OFZX|Og$GAIi+^8gTYuumDfz>WUX~V17VYTun|A&1#3haE)QuSbXze)vIJja7 z>!qn73@lv?^3E}DdnQTWV4V1$;hKJZ)r&ph{}~iE{%43~|77~*i&ntO#x*a4pKf|z zJ+I`k#kF>mb;V|dmEQ}U=j0bG`Dc3V)%47zH6`9+b=E)kwv4N>;RV_kx{iJn zT^038#f@o6mki_W>p#P`x0}4w6>v{E4OIBQ4*|zx2^EZFyP5&JG zm*+jlmH9@`q#rGDzZ?`~@al11)#oeq^Sz#~Ui2{~+%+in;MysFFW9~OYPa>=^{I1r zKe{*VV$Gj(bCkBKt_XA$eKOZEru^{vpG;@}GsNruXIQYd%=CDT&3}doI`_YRy8nyo z+U5TYg{xolUupdl@#jB-^AgZpq}8F_zDd<{tzEbDU6?xiNl&7)ocKKcOFMoiv^`T) zO?Y$M@rJCEX{jz`U`0$nc+=GXwx!s-Ly2z9H&YhVd z^-SyT{4=%h3DN6XwSYl2fZ^@Ib@6`Ff>%T{D^Gm3{-bySp zS|_zGx}!w1C^CEP?VmG3dOfbU+pH@JGx)pgn}l(ra;y3U;n;N>tL6Hat4|i1JYnK; z2ko{l_b%5-W?HX`I9~Dk7FU*+iK@@@ET{|ct6VRwcjj@^!XShAJ=4zn^6mOj9#)w9 zd-cMrKgy$Oy&@Insd$Q(GtK2VXZ<&u`KZ~%TUkq776!TUF}$#9{I6k?QE+${U07m!rSQ`%hA*o$7Bx~* z!ZXJ8e^~#|;d=bnkN+7qt*ty-x{vFlZeREEv-zc>r#GM8BQe$E7{fdFrR7hzCVC4j zHBU{eoOx7g>V|b9SMOfzMk>FzA9_7?vg@qd_BO`C{of*Z>K0sQT^s9Oy*f7bh-C7t zuu>jNhIwDrT35$rd_VN+O7k&U>BardZt}uX63c^^-oJCS``~HerjTiqJZoR_UEA{d zc5Pa9X2R5^nbBz?bAQ?hzMl0Z&F#`3u8VgCG+lTFJmXJY&*2_+?=0trgi^0Cwb{ua;o3l zsG3!JZ@+I(p1-I|`-oi!Y`Agfhx7j&jQ=xSzg+)9GuF50KF@!KC(QPLYt8>PO}%oh za{BMP{_&sejM_h32y_)alI5THpF#fGe}=DD>*tot)BeveA>u#7y5^r!&vfUw7K`+7 zay;y_?ah8&wRh{=8Eq<4qbqVYNW6a^cZ_YXRfW}sDQoVX-q)_0;T4*2>7v9cZi4_L z&jX@YU(U+iH#h&=>`BW)CDUw$U&dUUuTv0r)MR0oGMfTl#k%f)LfZO2pBDaSsOkT> z`s6*a`KDf%yu7pjB^|Byj53HSHTv3{6n!YE+wkDayZiP(j10Ze>VF2Cb@uNk z{xj`eckgIz*`!13Rw;9TX5cIG|GMTgNARrD+Ff&YNB_F9iqHG*lTB9EhRb?ptp0VZ z)oeb~8I{jh<`{+?yLB=wHQ|&;LJ`NC?ByFidPFqcb2xLL_Q%Kb53;YHUfj6aujHft zH2=)({2kBMy>{~o`5GH2-n4ev@0jhbl1YMZSo)Ss{3puZs~UcFs>qY$0=!>O+FuF1 zeP3i@&)T`W+ij(M3V-lzJ#$+5w6dqNSea!~^{m&&A8oi&5O^^0>G`#{U!=Ot^}Je| zw)Tnlvi}Sx+;0Edt^Qf`TE+Q)4v+usTK~!PM3l#dyN9)zLS-W!uVY+$ULd<{R%=6( z#Ivw_(s~Q{{SIcYSJ$V`lx>V(?76-tYa_{|sEm)*b&RG}r!L#ohY*+W${sCHf_sA6IBnlZlDnzds-FX#%MFQj3 z&$k#I{uv$qq5kks;R9Lr;HxH;c{+RCE0?)#=V{X@PwcyDy`%8FLdn}${y&PpzW?R> zHUFRee}?0l7*m2R%PwmwcmHQ-v5y1II|ct|I1ZVfYJYwIi}kDeAO9KtGsvvF)HOd- zVUxxFAI@Lj|C0S`|EC^0Jyo|CG#j@3KSMug9_y{f;#(d%efs|d{#O5Mul4`WApf7? z@s#>Q^6Tp_ykGgB;W21NY`2%jw@KVY*=oC_>BOV|3=jFQ?|)H#)r2FepY-{*Y}4vXWD;!bN~JPC)zxrk#61DyKHl&^K<>! z%K0|^>bkqLx{c7+3H5vbBxbOZa>#Rs^*7E6h_MfodWUzPsKUV#J z9&2$LtpPE4LVZeNwf!Hi_&*b)PwxKDu%PEZ!}p8-8Ki7x@BhVd{y#&l{KwTMfnQh6 zi!b`mpz!a+p>Op+ME3tw+CI7bKZB#>e}?yq|Cv;p*MAY5|L>Rmp!{XBOIB5AHsqfQ!hkk6hHh zHssUq=|9=OxruN7&v0Pre}#Q&y8Km9*LqxXM?Nv3~T zAI^T8?mq3+?f9LSC+6{_XcmOUH=nbX1Rqvik$sJrmOp36z%)Zus`=d!*T7s zi~5uOe}>=Lf5LL<68(K5ey0^KiAS&wEN6?ir3&vd;VwWPy5eM z1DaX+9LKxlKg03O_5124tjkINAiv6XpWJ_jy14!?dV#K@kL9b-TSmzIa>AW>(XY#& zG(v~(v2J#V5l31|v+mmtedN{okyn1W^y^8HZa?xo_^S9np}Fp@SM+2Rg<)ow0zuSW6Uo8A}?fIdw%Q|1OyJvT=&RCZ=W95CN)j13a#qWHR;wt_##7Lb! z&9bp}Vya@orz>p%)pOES%Fk9AEN)-!XT0im{&wf*uagbGel%X%>ZwsWJ^V@Wtb6?{ zUR+n=b-KAIO)_}SYW^e()A?~{KiYAqf5<(vX$3#G@-hE_qYeLDuFw3T?$;gq(RA*d z$0e%WCv2UX3V%G7?@jMKRBd%?PTX%<$+FC^b7VG(itfy>uGD_vzO*7g=Bko#Waed0 z!57atmcNK-$lSHQ{p(ykd!zph{^N#l%8n7O!URTYtyjc-t&L&6Ib0neB&&3(7Zg_bFDGJxb)Mdc)XxET#8i z{rhDB_E9evl}t08WFGD&2^vseVfy%=&JX|8Wk0f>2VDLty)rL1(dfix)|*NzPA4!< zD4cxdSJ1!nyPjUY8&^@6Dfu9x_XxxMuPFvR>>Ka!+4iqxsOA+3bbv2#MJ~bwYGK1(sGu04+T5E9<;SsdcD*-R@!stmG#m& z28zkAj&G2A@}SQ2^YYGf%U9|DQMKylUJ+yEWIKUx{+pgwdFODBV$R+2o>+6%tR3e; zA@2VMyz%0fS;bz7aq3 z-TsD~WoYJ5h7ykBXb|TZR-Fh4_i+N>bdrr~W#tC)t(-*F&5qdTv?i2q?hx& zLM_0d#6sCN`j)01Ddv~{lK($j2Lf0^#R|8;BUyZ5HPX|Ggv%&NZm?@7X+v*#1zRz9#5 z{wLTg_UL`^RHbPNayj#-sRk5qetmLz%U*TY4`F@Zzq{DH+A*nUXPWwtfU^G#mg{Xk zmUpfH`qRtMAadm?hvn;c%RO6X*vJ2UYV5Ob@z0WjiqHOMC~S+_5`6V`y~_Uec1QI^ zv%FXTX!;!B;N>JeM_3v1RJ3%O<-f1f_#QoZf|`Ae%lX)V%HY7LcO z;9;=UV9Z$5#Rkh_q6bkI<-SL29MAP{$pEeSJph}NWIp+)wzBZCz2xl*d!Gs2-kIjH zC-$22@2P*F-1zU}uaJ7#oVQ>8iaTuD(&Ns;=F;n)z!Ywu`e1&?HsO<|y=(8TnN;we zZ=sZN@jQ>ZZ0%!F`Q2}nw%KV+`grkXi(Ku4*%Nyn^Az6NB@`Z(Vtjoc_kV_y_M87R ztef6>vTL8?(hvHQCeE53VMoVq`WVsxj0%_TU zZ?bp!cg}L`)=#WaIewRsvd1sq{(05kwAI^II<7xpZ(pX6Nx~vkmUqgsC*Jrb1xD_1 z^$ZD>-fiB;)}mo!Bf98!<i_;W|4(eC zsp!?e%RAofdwk|UL)Zq{`S<@bFkJuGww!I_Bki?rH&s2B-rVBBkl4ai+*I9lVo}$_ zIdh&o`JTSrYf7e*$>U97zd?IB$g6nQ3t!zQ{A1C7hS1&nvj3`VJ@Q`j%%${aN%cG5 z$K7;gvQhsh^1Smu!}H(n{~7jgs{gp_wVl`x_J|MLJJhe3a?j>Wnsjv`6MNC^?uG9b z_fNUL6w>IWpti)l6D4-7$mPwu1keAmyQsIv_F;9c-ZzhwS>|QBoT`;c?g9MuUN1Bj zO)f8&Kx#ZQex5247@I59~v# zYi$4h*(?7dW>J^+F}p92CUY0oqx9YrT;rns+W#chebTTNJ;_ZFSOJAhlhq!;)?*{N z*2S^af#ga7)^|J!Z*pC9!lL;EDRsZ{`{una5FABW2-hNAV{rUF)42>>0ov;|< z0{*vB_dh@U&+s6SOXJ_M`Tv@X>hG)n$v|R0h3+yKJTAq|b(P``C9?h@7oYCf^ilTN zOsP9Y5)1FPS%z5XL{CRb}(zT!-RbnyP%)#CzPG{b0tm8)$ zMw?LR&lK2feM-BT&@{&4TP`~1K6O37KcS%UZ6devo<%$C2~2j_(!gyyP=>6$|1)r) zPOu#KQUCC+clgC+J2!uny$25GMZ9f_uy9t-T&?(~YOd&U)EomE!9?Cy6jH5zN3YBz zTo!FR(_)leOq*&CJx_KmypOVv$NnMb_4*g(SN5xeCU%CbITJ6sitgx-1q~n}R!WES zqf8B8KX(LHpQ5fRe;OzKu>Z%0`d_c=C#<(N`Oi>Zx8mz3`|n#{oCU2YO!=*VT;ZUx znHQi8hu=aw3uXPf`A5#569{w_RR;Bgu;RyP3!chEkE1Svy*524@=l&sCt2P@>a}*1WZ= zGH>~=zg4PzLs#h>v&WBJ$>7c)(5vcTMS=sU{jZzWbXQ(Vc$%LzuC(= zFGXDQxEm{x8tLaKx8MTG(aPio>dLjb>++r$-nxC-x^dFRg~|OfT$yHXT5fs0Y3r)l zcv7TSWW~i3%X!uqIDS#;NSc%xrV+Sg;yKZfl*z7h--w6pIHkQ}`vbJ<^?UmA-xSiv@p z@HHciIfrM*gd-2sU)#5dxv*H%?nlYkH^SwSGj>$0XL_NlNZ28GqQenYVY1tg=(FANQS6UxFtj)` zahLwzFQ?dFJIK0<+?cD{o6>vrVq55xCxWkdtx%2!vddc3rNKP9E*<}lo6&XYOV{JSS#`O%_k}U=i5JjSs&*b;_4ExYB2+21N+j7@IRX8h5s|0|JMJXp+4n5!{gFx zHM$@8Ha^T3@L!Q7ZYFe8b+r=<-_z~l&UfAAH5c%EE$Y&Md53|F6?~#E{xfj>XL!O} z`kx_Q{iw+an$Q4``mOgV%;L2#O zhrY3QCH86kXP7uS;6KCq_J5_fYxH(TnnbSM{Q0n<#eas>hU2ez3!<)GDc`mA>K(^v zmP^wE4o~2GACwWb^;&<8-dYcv#EZKuzL+F_G+fwKY8CtUOvE0UjTWk&nJUxoO?aE_ zw|D!s^lj5Pqr#?cOZ2=y`Jmj+^=>J-`Ulp^USxcJBm?$m4r^}I)GwFVY&!MQ z$^KotBkC&UPwkv9S~2f=6cbDTn{TU%H(Tn|dj6YwQ))(z)|{8;XP(U1f9By_oiwwM zmsgjcTJ-LIb(!TajYWH$U%=XAB-N7I2XGx2Q~gvlaB|12ouA8lw%ixL;hIwusQP&E zW)7R*2hEiwk4ZeIY_*%Z`onLRT_3);zWuWMrsAZGyEnF|OnurZ>tOp=>&|;Y z)s>*d)Dz*`DN!3)>kjSs&j6amL2P)9y7bE1x=UlxHUa498{<=XaXW=OH)2me{LAOB zl_IfoXZ)Te{X6!x%lbbJ{U`m$M0icq{mv=-XLc%WN&de1M5g_``{ysM%)*feR_*_= z9CQYy{Vn^ye<%NE=)ElXZpEsO6@nH3t) zpjkdJMr|5xKy4?7ZP_*H+@mgywJpelfavU+tF9se>?CYM6$!vty@A|)Dq7F`;rO2l z`@g03C&K5>s^7gor0S>q?^|Ee)`|qi8`Vxg_X852@dD~>%3F+s6R-O}N`DS&=i@$j zv+zIqv@;iaJ(cafQsNQf04cdT5FSa5Ioe}+c?e+h`nXa0Tv zmxxuBNVP`27HEa#w$*>mzpsBLpR@Zv!~B*18Qwo!{C0Z%=dbpE|Cj{2Z)*PpT7_3V z^o{aNU->F5P-4wj?%f%u^Rz|IG|Z1-zTO!8pCSMC{x4Ej_J7d)&v2|u>rKz$-}SNo z85Uey3P}z1DDoPc82;VAUjM>$Wj#1K$>09<{x92BeNaMK)TPs4zy0g|U%XlI;KbEmb7YLH_?u07;eg*8l(j diff --git a/Utils/Helpers.py b/Utils/Helpers.py index 41bfed1..3d444ad 100644 --- a/Utils/Helpers.py +++ b/Utils/Helpers.py @@ -3,26 +3,6 @@ from itertools import chain from Utils.Constants import Color -def in_watched_boards(board, watched_boards): - """The function checks if the given board is in the list of the "watched boards" - the boards - that the algorithm already visited.""" - from numpy import array_equal - from Models.State import State - - if len(watched_boards) == 0: - return False - - for b in watched_boards: - watched_state = State(board=b) - board_state = State(board=board) - if watched_state.best_tile() == board_state.best_tile() \ - and watched_state.sum_empty_tiles() == board_state.sum_empty_tiles() \ - and array_equal(b, board): - return True - - return False - - def create_title(text, font, color=Color.BLACK.value): return font.render(text, True, color) diff --git a/screens/start_screen.py b/screens/start_screen.py index 421fe16..c1a6f3d 100644 --- a/screens/start_screen.py +++ b/screens/start_screen.py @@ -8,7 +8,7 @@ def start_screen(screen): texts and images, and has 3 buttons - Expectimax start, Genetic Algorithm start and quit. :return: If the player clicked on the Expectimax/Genetic Algorithm Start buttons, the function will return - False, the clicked button'score starter number (2 is the Expectimax, + False, the clicked button's score starter number (2 is the Expectimax, 1 is the Genetic Algorithm), and the game parameters from the Parameters Screen. If the player clicked on the Genetic Start, the function will also lead to the Genetic Parameters Screen. If the player clicked on the -- GitLab From 6daf12777d15034623c2a01abce9e7f350c9c53f Mon Sep 17 00:00:00 2001 From: natan Date: Sat, 7 Jan 2023 13:52:52 +0200 Subject: [PATCH 10/21] Converting the depth, is_alpha_beta, and is_transposition_table to the State model --- 2048_Statistics.xlsx | Bin 135583 -> 137560 bytes Algorithms/Expectimax/Expectimax.py | 31 +++++----- Algorithms/Expectimax/Maximaizer/Maximaize.py | 56 ++++++------------ Algorithms/Expectimax/Minimaizer/Minimaize.py | 43 +++++++------- Game_and_Graphics.py | 36 +++++------ Main.py | 8 +-- Models/State.py | 23 +++++-- Models/board.py | 12 ++-- Pictures/Screenshot.jpeg | Bin 31077 -> 31020 bytes 9 files changed, 101 insertions(+), 108 deletions(-) diff --git a/2048_Statistics.xlsx b/2048_Statistics.xlsx index af12f3fe7fd2580284bb72a09fd9159c82590f48..e0ea96cd38d868f6d4caabf3f3e3fa77e396ae3f 100644 GIT binary patch literal 137560 zcmWIWW@Zs#U|`^2_>rR?#_s5w)X2cVu#tg*L4bjQAtgUKpeVnfSU<6#K(8V<$G6Xx zo5@hX<^QR|z1tlRIwd(=2->iTzgk*D>#?VeCGR)ug`6M5ue=J3cqKs zHWs9+A6}}+%KN`4_uk4Yrtj6hPLsd(!8$Vz)ww~Puf1g$85nq&7#IYRotvCrlnQch z>qJMt!v+Gb>w{9~-|(B&6_qL05E01P>7h_I%{Ev0(UDEPm*kpNrB4YJD#o*$`(6$U zNqYJJzs>)PDKUZfGAb_gGUa+3EZ({%%X#N4R_$z2*ApK^J<^osuh_dYV@t|4`>#Tp z$Kr1a1@wGm@!a5JaQXtD#HvP#FCGWkmsDL2WfzcfWEINF7U<-#O4H5A)Z;5THz8(r zk;m3t>8+mAKlgG}&AV@3_Vn;3vuRglnrwvU6!D%hvnr2&cRbhq-QC*V{NG=0le8+_ zyzfXHgW;$6z}__07i3C%Sd)(R9`?82 z$;V&OWyI1_caAUNxQFF@*%@lyEfSluOWKMqnk{r?+qpt4xH#qjccQuSvgF9dnT~U$ z720PSRF@ka!9#>(Zb}2PsuadubA7?6m?RuH9_C@7B@sjJ`=AQbe zmnXp2*DLOE6SU{mwh;# zxaZ?Srd3`0j;Svct~TAX{~){dj|;E9?cLBeeZiCme{$G!e>O_5ciY|Oqp@>otNT84 zp1GeSz3M(?g7qz_Y@Um-AWu5o2@8ix5SsD}Eiwh=y5>Y=LS8kejux3@( zo?kC#@2~$M^ylmA{`K=}S06VP{r_qD`nZ4pj=w%rEc)-!?&tdT)&Cy-UjP5k&zWrZ zbRT%M&VR&XSim0J@Y_V#`Ep5v+tJ;bbCwBQH%ZW%Aoak(!jJV{q{E`aUjy#8@^epA zE;%s!^KsL4>Y0YmBbfKhO*4I9xO9m-_uGQJ>9s2l&wL(S`}}Ck(Yx&*Vy>6(5q)s5 zMorE7+RUEdkj0h#9T|r;PYJT8O4~YnEdIvvcvgIWVNigZx{S@C1?(HIsV=WL^3`j5 zf!d=@7X(EXuKW4yhvJLCMaK8tpO-F)5S#GAM=7ZIv9HB*gUd#3l7SQ5CoH#`q~5Kx z(sE9r;7d&<5uRfmhI7x|O$uCG9sNYC_D26nrPa#ZedkL~D0{5zdUJWRMe9wU(~{3u zcKz*{+o{QQ(Du|;m5kcfDW!t!GtAq5E4ux;JMAm;#KteeOLAt4?^12dsI}EQ!Lq1k zC+n3-m2IER)4r{p^De&BZ~vy8egAFl>24@9%}sx=cBkGT{rf|k{q0ALe$LorzwFKb z7pHP*0s$R z3z+8U_)~nwa&^r)oq0Jo4^Pqc^_QFxsP>I@@x^U-!k^tVlnoEM9T)4~%Jf8f=Z)~N zqK(`iy`)-ZS6{!iXN~VnuLINF?$2wv6gjtLwW8pzeD_1!z8zJ%v?1g6`s75dK*87i z2R?bWy$|g#3OBesE zZ9cYj|~`@%6{FJdOxc^(%}aCvsLRzv1#d)dnahG{i#&l>7YIl1@aqp)33dPi?1Z#pZ~ znlkOs)4oM&pSko-XIq`JP`UgzaHf@b-?GECZ+7K}-SV2nEA4S(#?f_olfxr+R)y^| zyY8C%`s?l^zw!W@0+t+Nf&!}9NzV%k! z_1x0h`&-%f<$kR`7yM9UUfQvNtvGB+&0W4znn)otE~4?o_<@BjO* zzUKdN|M_)4uKxe??6rOU|K0KbKeo&N`xIaIdG`DI|Hu9B*L?kZzvlOJ|N6TB@&CTw ze!uVMtM>2pf8X7&`}{Y4-|sJ1iVD0{p0I@{pFwk?}Onl{`>!)%G>>Y&96Uy-@jkw`|a-i zKm7mSx7+#uetwUy{rj?fe_WpZ@9V#Q%GUjTT>s}!`zQVTb-(TH`hQf&KmYb~Z*9-7 zpG#}L{`>#;_;PvoKfho8mHlfkumA3|eVqQk&;I}Z%-_G~*yG3NKmN`AcRKujebvuz zumAsBZvW@Q@$a7Xe^=Yr{JOsW-{05r|6bnSzpw7s%kybJBtCqwe%=hNrc)hX&Pno^^EvQqT5|Kc?tw65*< zd^g{HSM5*dy+;#I)jvDB4;DXG`wqG5+_wS9U*-QLQ9P&ToI7Pe*r{OnrL%`%TwVzkmOk@BiQW z*Z-?I@#nexzUu$+|G(Is=db_m|Nr0f`~RM`fA6&a|2n_!|7HGM`+pZceRQ7Rzw7_U z?V9@g|DLV?(^KiF)_>W!*gehX=ggZYW47DaIJ3`uW7ZO0@{eQf{tsdQe}2DT_q}t^ z&Fk{@Z$7V=`n&VjTY0h$_fN(Dzb>DD zdjE&w`tM)k|NXf7e`D>hhpXfNJ}&?N@45ZopZ8BF)a$eT%)ejz_4)h%pWc42|Mer` zXMX(O)7RhdKa@YB@&E7Pb^om=%GZ9bGnp*E_Fli(r^RP~Uwrt}z5esR*Cl`bp32uR zxBD-(DSqL{U!te%{X*;3z1UoJ+yBJ*j_4nyj!Hd+(~sz-TdEXJiace|9)Bu)$)_ss z$HreBR@n&u|N8vM{te&1eD`Px|HD72VzSFrm)C;+w?x8cH{EKnf3|kT{!ij6hq(8j zHY~F|rr0_8Oi}dm0+u>gE&r!tap##=uJE0BOF?k!#3Qp+R;fhwS6oUf*eV$?`@`|g zyg|~QcT_hjgCsrEW==Dd%bjp4dsl1uUk9x$V~^Yk9k)Cl`3i*!t#!A_G~RWqXN9jt z=PkEC$$YmI1pCcATymdCw5#|To!)K!@b8{U-;I4$1NfILGFyCwt#d`M$~~1p)r(a} zCYw!OeYWLRi~rBuN$%2~cP4V==T1MO*eTq(^2mGL^-qqT3+|d9=;4~JmdPu0QOa|V z=OV8~Upv&Z)2`2wT+12%cUxqXa;G&&N@kM9#2Lpe_sk7%`Skl|!4|fa8E19YIx0me zcba>Kcy5vVm~!?})aC`I#T(KlUQ-aXU-U#`w+f%-=}wopWzh@bCRY7lx0UTxW5|^> z^e`#i8W}jdz~_G0&#%&*1@DTdC%*yvPrXw1^p0b~NlV&HrkG|lhg?aUiW-{FikE-h z^V7$z@R0n&Z>=xq2n(yo6>(e+@i!QuW8(rQoW*acaghibqhyD3rB^DyQN9drp{ABm;Y!VJf*Aq(c;L47lD`L z6q)2apZF?=DzELfsZI%ha>S_U%?VGp2jabVOg9O$*jzH4=^L`FLh{Abgr{ZFkIhTl zT>DD`)Ho`ZOx^^s>)VNQr#efX{+PX6HFlb5k-CSC`lS;KCr(!Q%xiz`gm&CBPCoZt z`s%VXIGLng9$7PS)x>MA^Gr7x7c0%RJbGbHN#?Z^vC7tt4$85!Z@N4-IjWz^a@t$3 zplV5T@uj0P6&_5?J14bLDl_)UP37Iz>O%8^b7o+ zFz#cObh3()M8=ZYCLlK~H4QSowCluXx3ZajD!$8aESubSnWgdYM48mbh4pkPV!)_E^3 zoH(hbbwqj6w&g}gj@q*@_m^w~h2P<=u<+}<-g)J<$mh~YsXtwn%bN}ypXI{WJBLMb zI-`lw`igns7d*n>EHO57bWoPv1aaPHE|=Y@>6bPI_uPz3djW|nm8>NbC;Nt^?Pzh^ zP^7IISCty^LF4rd-w7`!y4^E@_{#m{H;skvADI(=GkvvjQkf_BGO*0{)WV6AeNA`* z`Z=a~?>oxjY4AZKvtNL*U**#>NMzZ5n(i`r#@xg}lSo$?Tcc^Nr+M~fKe=$ia{}xB zwHwV#XD^pAHM-^|-MzT?>cwN9GLmbzY;?Glck^c6&6#T__UT%muKVL8aKU5!7HaxZ6q!ti(wEDU8g8+YEcJoaWyvYF$9WZ&aC5Eq6R)veh$ z!*& zQFIme+>~tAt5^cE?Tg3poZdMski=uL6yqH zSmky%zosXW_E%5L_BzcoKWkTN`rS>SOfqdPB-~9mMVG1RTF1S;w<+(Y)J|a*lS{hM z%Ic2KSafIaeWc3!VQKvKH*2Cn3F9s-VdP#cJFT}Q_4$oW-FY`zI^C6f-&8Gf?k^Hj zQNOY9(bR<0DDfSRQQO}viZ*jx9$TaR`3!P|Ak|;qFxNOPd})UAp!~E7*yB?z>X6 zpQxNLIX>y*sko0;hmK1fbWld~*Qf2j6?AtWXp=wIC%-FIn8n1%?5{!DUxyUM-E|YD z)Jo@n^s+zbpq%`eKlwR-@@xL&_x#D9`K?pMty9If{df1d>H6%kcvFL$RqE?bzTP=G zixOK~-C0gQuIhf%m-%S?A{*qJIpkBMFxqHGC+3&}0boE@&XKCE5Ja^MqjdnLb zv%si_-u4GS&ES^lFFB=Wl?p2EG^1f<;qo_5L1ljy-|32*zINhnw=z(flDfI`)ShGB z*(}EpI9ei?yo~%^V+8EQ#JG_Y{=>PbJ6X{qx#jb1>JF zzp2q3;{f$?WW5%vmZR59J`s5N$%w=Xo4!w-je;zA*<}p%2eqT z$GVFr<|=GRU%c*S)uPD?m9Y<^><_lFZkJS)$hos38%y#y`a0mY_=@L(N*lf|cPX>I z2rf77J(4;e-t;uH<*gzIo1E%fL8S*1UEt+S*;zS{vvNsiY!V<+{<~Oa^pL^+}JO@XIPPBa(ha| zmlHQ`-nwz?){Wb@Zrr(bVWW~ZogR4l1Bo1NkFanVEV zgP*MKK1z)O#aTKieb~a&$M-jlU*1&Y|2BIuZ|y{D$49AAy)sgkoJI#rH-~@gQs43S zzoWqgkLNj{beayWi+bP8v7Io-_Q)Jtkl!q9FWpXn6r?@j*Kf@BGQTlrTEc>f>u!Qd zm9xX|!^AQ-fPoa*pjO&j~ht6&6a>$#UmAj-yrwy`ml+oy>lCk^8PRkf%(cp0am2w(h3# z%A3w>ZZ3|S4M~bF{h)TkGS+z?95(D(W5{R2!FGP~Mbp^|7nOVWWJ0UhNpAz4`XBX` z-4=f_{r|f-4ko#ifn|{3=>4#C{@zE0yN(_fJm|1^iK!Ed$s~9)S_G%U+9va+trETs!#UcKi zbJ}&oyoij(o(rp(+{@0%d7hI?J||at?%IjD3YJw%#M41m@%}hr*Tl=Z z>U(p-gNf(BrQd8`)0D!Nzpk8S&qU|-opa-s^R-GBR;gMt(HvT{2X3<`zks9d#BXuKANTw>EEM?>qbyM|Ws7@9gS!yCZn|k(tz=u>Wm|p8 zcDBOD!edoaAa&;&?m2QB!{>xmG*}&UP@cOPRCmsS7ImhZiodxOmECEqnO$;DjYFpI z%dH$}iFIZ}R!c(V*^jSIVh;`_OY1nv8)^`r`3ZdRc%EZ+(d4k%KbF(4--_vX3-H)n zvII3h&LNr~>HaF|$9J=C_goJz=jLv{=@Q&nt-u*}X-|W@Rl2_wxB#()=C$gS=WjZn zywQC2#&i8yHIFklrEZ!QWjs;wn3`Rv%QQGN8Y!1l;W0Ui@jt7!qeQ5C6do#wBScD#D}cF*HEpeBLT%Nc7Y zPFC#hmSLW^Q@&qhea_HC<3~<k{8#_|kF1ii>N4%^VlG!J8jas?m#Eq|O?q);Cs3c|P$IxZt4#Y8~yVf7<`D zBj9J)vmc?o2@3)*NhvZ(!TT%ODbwG~obtwU+MCFAE9)-8x)Gahx+FKMuM^bKe=X(T z$H6A|atbIcmP4KRX5!pU>611+Wx{vQ_H3~%C1ZS++HwSOmooYxL_p6sS{p-qqH zzP+vU7}AMw-sT4G4}6@c^hR{Q{MJWbBXL<)(R|(P^#or~S)Y0n+B-V@{HpfBBFztf z+?yKRK~A)}1ao3F!inwh+^;y>*Tk=4+SzYs<~{rd(z7cCR7t2py;Y3}_37YbA)gHj z5|tAsPAAjWSHvZRnjLgdjs>@5CqZ+gNz|K3dnZhil|Q*lcUOwAO5K{wlK=bKEpxZLd0N%_hwz#+ z#W9aRBt(2c@3L$P{^k@^R-^KI+Y4yyLwgZy6-K-VKbfri$fSGlfb!f;p!U%es55OL zy7sKEjZU$vQ}nR0zO?vF)f8~^*`N82i}!|y(-KTU`alg@xtFkpy6vXuZ%$EVF#)@D zQ~nlx@z@S7%fap7O^294HGA=$gr}h907%AdS1PnZ>U}e9?}TZx;#Ikz#yVr~6OG++ zPcJNWkf*Op8F7IU1CFb#^=z zTzF5hVxJ&piyQ2~Z$i=E7DaD!dk1P>oW6F#bHdI8b8oy6^>@C*`x)fA<>1B&!gW*j zPMEUy$dtV&Y9Rf$lh+o@R85(zuu~*rith#^-9qbTP$L4f<=ndDjq0*DuFIimiqG9D zb#rH1PrCb)kNw%5*$&_i5=ztgQ^wZlZ(dO#CwAGI*F`FOeCbg5Sg~ZHv$DElSWT9E zb?{5JcI775-mtryIE75nhB`8Ob$@eTv6K;1G4tqsBV}n)B&71VN$}gUJno#`eg+pb zGJ6FWdsSdPTGLIz-@JmpNd495tC!rB0byKxkRn_|07 zSNxiMvTKgL(XKwqtrxE>k+H-Z)RBvYcH}m@m7R?9JQRrm6+6o%E=zRl9Sf|p2c|YX-o0?GR`ynL&1;?n;5=6!qRqXZ>!M(;3&&o5IUp|8uywI%2o}n(955ytnhF znLo4YDfBz`q^9}o1j+DgiemrSpE~Hw-7DFg^zuWl!PSJQ`J72NKmKNR-I(-m--dUL z-s}a*bM7YaHCsv=>j@lud0OsTMMAX!-`-2Ia|~Zh)qBVm%)9LC%m-6r58DTP(fam* z`*qdQ?j45b@(kJ!&gqd9zp=Vy-na7A4Ga@xN$e?PbhiuJhIDF`CIwK(}PZMTj6{f}C6<+=BBWJ|z*1v!F z<&R8K{gY>~`=AV4u~FKAwOo?ZjO!=8ir@ z%X2H9XG@BwvQCRP)LUjF$jQoG%5XB&i2#d&7@C%~VW} za4Yq9D^=&|N)0JL3rR^&!@nO{ReeXeVE2Z1>I(z!nu3y&(JJfN*$4jeNlw3RcyGi1 z1R0QqLkl9@O0PpwZA4wE|C(LuE8cmAy%RqMmME5GE55Yzl*s;RdyMqXC*N`Va?nEL zG{|2YK|TiiYa`rWad+|z%8xzRxm)JB!7)q8;5=rVEq#TD4Ia))F_Y^^4Jk*mZQjvS zb*1OQ*3Det`U@#H}p7 zcw+8piSVF#4}KXxcF{%>@GBIB>lW=yZN2m|A6h>ujeI6-kobu(Un?K zes)ezWLm`y?%M3_F$r6(A70R2yjz%UuhA~3WqUsDu1>paJMVs;_%+)E$<=qiTI@DF zmuR3q_x0asPPq*p<>$>~-uhXHoPP1H#c^ZLyLB_6q5p1PWcm3Eca1YIgIoiN>Rr~e zvuB+U?Edn_*(fhUmi?`L*Z-{H>Lz2Ti8$i##GPK$SEKTA2&vYY?n zblde6^R*sc&<2IaUU+!yfrLlh#d~^dUQe9}&Jj0bjn$LYHmS_q`)28p^+)-SEer>x z#VUAOtauv!{miQBJG1h3Z^%1hv}(6py7@6na7jI>Gh)fE<%)5Y6$X4qK?Oj7&f;C! z;LLnJNp$}%@vys(-zDB|{mK_HYp3*?a}pK_na`FK`zm+2?wHiZcy5D)_)#slGIgGg zr8CW;rJ?rEBvqxb#y9_1U(eko%y!g?tq+>0Ha&PM^X=LvgM;dd4==1vsc7Y?QiW;z zaBBU#*3j=ecrtfySQqYAdi~5f2~hUUS(kZCSDGXI-hcTR^%NPjB-|8HSE|2e*Ku#T z+pVQXjaKbW1C_mQrRl}K1-H*?KRz|#F>|o|6y}XRulyuHxn>r$#0Fc&bak)9YH)#A zCnR+h6pYUV!*>ho?622udwssec|AxM$Po}-P$&M-+z=aaT|0Rz*s^etWxU*Z+uU~S zIb{2Q|JcF^Q0Rj)Hlidrw5oc~l#Q_w;h@k>O9z(|X4j{j+-bdY(S~z7%BB=xDRlO3 zcqO-gLcaJl(bFs5&AKTGDtYFfHC^_jVP5#LTDzo&?h7a0?FOZRB*~lblz(&YhBtEW zFWu2wqdm>%VR`bLyAsb0W=uXeRmk$V((1d*CB;>R`HmXxvQ7-pS-cw()s8y*cZ*-U z`?zT0+e39f^*^;5Rva<Y_usvjl?f^^W6@w3P^2j9PAe*Ny_L;c&W zU;83j8kMJklNYEoc*=A>FezqU(Vd^)4q6Cg8|<=9bkKoUFcBxkwFNgmx@@fGP)RywIGRI=nleunR znpW^w_u<*EIW_{PIo^XZ=m&TP{b0A@gPi{UJn?Iy-p77gCokxKwUaM-&Sb-O+E)G6hM9#~EbymvFEBIw_#9YNQ2?0f8J zDR5c??9xwgmwvL_@X5}hQa_Iu_j-y5%FBDrJoxlp#4zN7bUPfD{nZglE*!W3|wQ3QwR zh+ne>d;CXW#uQN5I`ibbZEsS~zqxal<9#zIAmb#V0a^Ji>&xNaCl38)cvx$42TQYnRo@oGh-8}_!jeYZINrx^SQjw~Tmp%B8>!FD*7*?-dgy8C zQEN?(_9Rtjos@5a^~Zg2bv2tu%wZchqiHQxAoRkA2B)v zDO^FR|1Q@%LC+mFJrU9z?MadkK`BHKoLQ?#U;ifq2yDkoD|rtsM|eRkOJfBYE&E+H#GRbdOHDts2X<|O}nVea?JE#FUayl-LL_ytz)uAZ=)i*x$) zCjZIGG99L%FjSb925oFQu6fcuwIibN=%up6*o`X1={$3iGQlm>&keT=Hc#Js=h0?i ztZmfY{%dw0e_Oqc`*l^SPQ~@dZ;n}j8__OyoSf5_N7rn51BzyhCPi)1UE91_`$47n z%|q{xS?oRtE_hDm9=g4N(|n4i+)cR>8v#&Fj@mY`+xX7Tv3!2Y^SVTyIw2|UdtWWu zL1oAsw@-l{Vte?r_xQd9HR&)K6?Pln$*upN56)+ILCFWwrki}7(OB$ZTjIgLlR%AW zu*^kxWBUGG^=o(4U%Zy7%C^9-{*AU$fi)!d-Px6XcwP zO_JnYP<^9+b4L7g(pL;}|%%*KzDMtJA1_S#|dq~iTUTmf0z^v({{F4LHH z@$Oeh=ui33#P{&igs?LaZsqfP-hqm$7w^DD)tSu^oA2LE2YYMtn>+eFjs8w&VLhKc z4`xXodYXAO{kkyUky*X({3Hatjq@QrABC__N4;FuNbdSAzNY-hr89F43%ZsbhqQbq z=Hz(qFw+0=rs`N@#7O~eNfB=&n6_#1_tM4gJudwV$uzP3o2Abro+&j_^JjgpsdC5Q z%y!NrMu&dqw17*-3V6v_F+Z}Rzy1ffDI&HfJ1w23PDJYA+_Rxij-=sMaX%bJ;$YAZR36|x3TBLy5l!{3&B0KP8+xO0?YM< z?z7k*2k0n+YnMat+U4-?Gl!~kY(Y+(WcVkqXR|bOAASUO?vo6^XHSR+sqcMqr)4zp~}Cy-^o zc^=kITll-x@WoWYdtV`)-0#KeHb<2n)oIBrw{7m+X9UQfDtdS2L_ zqTYfRp+b>AzVmVa+8{r=<3>bHlg=C^=4neWy?`jWj*IA^q+J}n`C?FXoX zR{~BXGL zzkc_T`y!~Y1LclCDki&jr}-VzF`l<;^YpzsJB-CZK?&~Az`GNDmeTD??S`h=CRzw zmebx|6$gw~{Z2yZN`l(q@e!r*3wG&)TEE-a7VmluNmtuDWj1=0%12}y5YW?=x&~g! zH1Ve^-TB?fJO7ufg~;g>;NI37coXT(z722W!XrSb3M6+hSVtM$Z>l-``aH{N^J`K) zul7k?oofIZGJs^V^z~u;cdcKu>$vF7+pS;sDDlW__yRA#dv)Yg@61rIY2lOB@7gML zb*=$MCG%0R7Bo1qUFwJv+tEp9K!ZPh#h0$n36FW_w`0?RNuY7AH7OmfJYDeqjKJyh z@3c?9`*`dVxDYvgm$TU&?9L^{qMtM}zTLZKczCDv!vM?<@9$Has_%5C?%wduec{IQ zJ#wJV8mK+7RCNAA=N)s>YTEd4Y5U`RS8vVqjU3F+-_5!S9eO#;t1lv?r|(?z;U@Od zIQ4FA>$`nYAQvV{{@(o>GGbGCa4B!g>Bj*HA2mR>VU!1_4*lkOSZg|MclI;L*p>30 z%{y-hS94CEZfR%p5LBUIG{X07`XHC@cN3J&HlF86{1ClR5L_HYc7#7k)fcvNYA<*( z6;yAC#nA1cbMO3E=04b@{`v6H}C#6E(+hcJ3iuhL#jdfF_-l`;0DEI zCi7L7rrX|swCfG~<3-`;dA@fUUetz!M2gAIk={0kZiE!)3gU4+$c=`(p}O2JM2)TY;#J=&Lf^+baB zj$FD48q7Nf9n4dhHutW5fQWY5ckb775+%>fHLN&t>E_)8KdbOVOL==vZ)crXchW+{ zJH7na0+5-|VWqON{|e}jyQM+h3gLSJCw3@`R+tDs4$zr<7c^A+ zCJ%@EK<$E;Z~UImN|@Xqe(Yyp%N&~PJ87j`WzpJ{juR>h{tX&Ky$Kl{vf6!l=P54pAOpSg#WAz~CdhOx-3=Nhy?d7z zJVfEBvwL^_0*$aY??C;!a!51!hD*!H$t!hBkEjn}j0K6daR8mO@bDNhxq-M=gR`W@%4>Px4=p_`iq$tjO{ z`u{A_ua02bG0)lJ%PCOFy}k!laDfAktqzDxj(SwKd4m!(uh>DOjwDyqZA zQBlXPj;yL~dNmI;*tr`tMzFr;)wyR) z|7el|Dl#VRGzLw&$Q-j!PyS@`=uzMy-pm7`pe{Sc2 zk3SiRSd@d>VJJ=n)y?PE>^h#k9@Kn89wR%;>c5dAJWq2SYYnKWxCz|bgpUbqIuCek`#42rB47(Yz5J%^Ux`nHO1he!|_&8}H0D z_z{?q0_sQi6dS4CX9Lxj<^MPAHs(75>P?^yL8V{2`&h5+c57*WMAdZ3W_Sgr`|r{o zBRzfLocJRaBA7!v^CBzG3*6fbs!GgffXYh2dpBc(w)~*6I zE-}KRwe>sG!@UV5edl=-c;+N$f(I#E%FV8uJP?&VH1#&q`9F(fK%;G-`2(aLkG{^H zxaoJs^SPF><#DC= zxn9a$sV(1=FnU)YyZRg79@^!uqYUm{b)|w_X!FQ4%L(n2EU9y~p`q z!R_V`>t@0dNOEKD4$0}yZ62Q7EqJdRG+dPg8?NF^0tchqenGImOuo%jEc?UZ-vnqzSX!rrZ=aMU?)7&%bU=L}c>H^k<;xghyNOMOs`@{kFktQ9vWwkg=Xl?|@lmXC z`LP3<)6&3mu#^AZy?Ht=(R~WYZ=kUql*y6b2XDVZ(VW8)&r^KTzKaOuMVxTn4;uNy7@%RlcK7k|qu>O|`W`f}@2<0W z_vW3;oV3JVzPr3D>8R1J-w7y9+IdH%{=T!@^iED(DOdcOaJRvSz!fv^&Ug));+uS# zH~*qyj3oOWrn5UVu4R;zgC_A{v-=w->4zyL^;HVP+w{TCsY1T@>$?_ES8h-CGlOSV zlEHTO@9`u}{ChXJ^So{Kg^v#CV-mkK_dNe({#bl#U;h5z&sNJ{O2;o_DFLR+M%(@3MhJMs2$Yyr7%*UOrE!ve``9WE^9(emO?(7v3C(}xKJC%t znJ2;VDf*%1pfX6Z*eI>-^`iA(QrCajumPN#j(|GZUV9+(ntMKZ|2g4RQ*-ZISz_$^ z9wC2;FQ+0H*3X=5c)3Gy-rhH*heGQ?^G^aG36788VKAQ$r}#fAbAMEB`7!ZG)`wFZ zA3rrf2aK%t%zF)*fC}ZBw@X-0 zUwIqbp@k7{?VthRk_y-qS^1C7(jS~we^jJ@b0>f3NG+*23!495HbGkZM)Ypp!uNC8 zW%>3PS=l6B&|Z8P5@83m_aF9ObJ+jFL-oanA-zzLGwGUz9S$_ z0Xi^Ejym;>e~yS9INq%QZVk=byb4?;Y-E^s*3@@Lu-L;-R>#ttKphlG?gyaBAlQO~ zq@P!7ldje_y|M$X41n}CB(H*cqP+Jx!}EmWEV0f`&W|YVFBb*1c+1T})04@N78FOn zPYtNo3?sO?||nNHd!ZrxO4Z!yIGc!#s}+WtpAd_xtfQw zJx=l_XpCbbbm;fN)cJSSr`>(5|GF&Ee)$3I36~@-y_rBi61+_2rnbF)%R>{DtI5?T{u1ZP-6sWnjNE& zV(MJ}zv-(TC#;xA0XLXuK5jXkz3-sA;==%p-p%`W#;@NQmwb=>_DQ^Xr}UXT1NP(q zoo(xC59qhHNFVR)NGY93Wo;k@c3&AsZl`}r9%Q(c#eDmov ztg|1Waninxu@Uc|fQHa{o%z9pGcYg2u%_G`f0O}8cQV7zrgW9yawQcY0r0>o(2#|&kF?ngt z*vMhNuU^0H-MM4T8$p(V)(}8)HE3wh`1QNO`J3K?S~iP!!^_PbM{2|3U!ImrWPA%6 zt^lPGQ1uC0|8lc7?PhJ;8@tnI{vML};$;La*H`oG*e?I@p8t`wh+7WW)+*R-ekbRz zzm5BKosiUN=(-fpVuh%Wl`~qjw{Kbm8h{54q{H2KW^+XM{k!7V?mo_cU6yFOk%M`8 z1Z2b+G_lOKM{`!e{PTD719c8HMs#1ii`kGBg^v29fM+I;PCDcHd{$7Kve?6W{zf1D zLJuv(7=eda2OWXG8*2>e_JbO2XerMhFTgm!6cd`*^ zUXg9rx*XANfmnZ+OSPa3VMy_Zn@oo}ImKBEQq5%lX?` z_X&e4NsPvZzRqs_33tV3LKYLF4pSdj12(OQ2dD)GPz9bb+ox0*_I%?)sesYfV6A^gnfpb8&wEr#`{Z zOyX{>A;wgY{+iv#OI2^TmYxSMasf4&!IghS^HScHYWw3|(mdda43w5l`o^&RyVtMT zeO&nZ+e3AhDtipr_K66w9k~RVDd5_<;PAcMJ3zDTjS;J{CX)H*HpE7}?^rt1I(b17 zGD@l3^7!6&>%c1r4k}LrIaS&6 zxKd19-p3Q)un)mUmiK2L+RpuYE_hsX*KSDjx97&)o2TWx+K!6}VH+q}zh?LP3wOgo z3lBhZrJ(wJm-Xyy6@NR$7){HATHr-K$TOR29Z%c8Pi_4!dgymnOZlM(J9np)HG`H{ z`6x!aY}!8UL18Grl}rVA_%hrLHboF#R~{c(9=~w+`eQ}qhZcY&AVHXCoY&*JVIwV z(O(XMYi``tU!y$j;2qwybRUt^pb-|1-|_p5);%feP72iP_bV^z4LO37kM5ZyDhW-fQ>|Z(#sDZXSBmd zJ^9{)Mm-PzZY?chPW~X{y}rWy8F)pas6~BE>Yd;2iF=+tI%px{JsmVmv1<=>b!$Xf zC1^l5;-3DR>b|Andq7LGKx(Y6mo&GY{IYlLD@ zxgRvSpa*g$WPzKu;l_x{_>#BHEHqL0wbWdc;`|q)ZMM`F))92(%s%v@il=sp_Mb zpgz@l&`N+RRp>15Pqy2)jMlATeskCtGl6_MT%GjL*0I7LGzKwew=ml|*j)6c19L^b z?Dd`S2|P-OF<8>s`n}?6GAN%_9kd2DS6e{qUm_n&{IdSb+NCY`IYEuHyP(DyY+nAs zRM>ziXvz;<3+^=n6&^`R6X)42sYn3N)neo^^=o&9OTI4=-y;o8^ls(p#l0KMzD+Gu zJ)Ha;v_crOG0|E2{l}JD;1NQkiu2gS4%c13XFNKb3QE1$b)~EU>3TUgjR!pZ0~*`f za%}hPc**d4=h+?znLKvT0SyX(rc@x^m?NKdS0~-IeYa;PbX7#pNrh=~AM*^3%AgJL4UcZI z9eTQyr{I$xmd?!K>a>Tp?^3qMM!a7<0o3b;cY<~vcsx^L`e~-~OF%UY##q&PojvIs z?<3v5f?K$dfw-J?l4Z?xsWFm5ci4TgE&ZAoS=s;ldk$#DpT>Jo=MJ>K>a6LZ&7a~V z!}E-DcDdow^_>g6PEg~0OJja(6=V=XjxFYn!;VCSosFQ?h2Vv4PvHyOp4x8yG;iUa z^u>E1J*N*HsZ+|$uFrVDR()*hlm~({Kx-y3){D)Y`km*g?c~sh3ey7bL6*6mvYwqC zlQh37HO5ofCUs5`NCwm>#%7f;+kVkkd((O#GsBh#-$nGCR<;p)3K~PkSO+&RvhsYu zz0IHn1Ca3t(Av3FrTbhr`kFrjsx=crC&nGNvM1IWJ_x4bgyUy7=lFawHOhNPi5_eucp1SW%sgA%s zPRz{@brqoD$oyNkTT8(MfS~jQ8v5~5z8CMm!|3pj{`1s%v$oQb%Jn-sF z_#mKqa$1GT0qxqGr)BgH+e@^ACO8d1)02=P22k0-{rVm2uIhu&cs4eIWk3@@pjpsm zJ6b+Y-M5|f-LyK;*e6B-B7W^Icgc5fYdAnB`RHy)SKO3m$F|0TH-a-jb08S&3|dRS zSKQkb8}WVeg%{9ury#4+Vs1O^_*BVi4Cu7BY!JE*;KPC~%DAG{gF%e+F1 z^>LBpqpO$LA3Ll$_~Km)<3{)xNRn#&8kZwo>N~(oTW9SwW;22gl%D7`9Q zt`=XkB;yo8yCWb|g~EG2?FNmM#^`SXEfWU!=b%IW`vf=M5PQF!lRv_(TpqIsW`6yS zx#T;@4UQXoSl>e?pTeUGGMOKKn(_GibWnYXk)VDb057XF5QAo9(Au5NJ8yhj+;aML z!|Fev0Z5FchwNha9{+p`9p+X)s;0J0SDDMHSaNqLi z7TdQ?&sFUNeuIVtL4E!8@a6RD|Gcx?@XpQw6h!N0S|?x7PHr!^1ueRrpxeV?-lP01 z5No<C{8o7h0G%x`BF(M=rq@|8z{P*(fBaZ8tMx_lEd?-8G4@#YUhm zS!&HGi^q1y*&?R-V5v|*3nYJY+^q#I-T^lQKufV_XU};&>2>(ArogsrC<)EeUpuTy|y2NAe{C1q*-Tw%*fnYIcF3?rl)JSp z@9a*U`wN=AdjXxj3y&=LsqyfW$?>f>vG)fimVU38|Ew(WE~qaBDdj;;m6$^HyhD5I zMIN<*W+pL{uk!16$|c_~zIfMiFu(O!Q#p77W3KkZ*`b`%mn+)Mcnm7$vHDE<5jZWr zgUrrcyn8c-dFKM>9h34Z9NV$3eM@;*+w#Hg)CI7=B0fMDUQOl9*HVd@H*H7DH;`4B zNpaH$x$n}Db-Iw{d5{StlLt-Zho(+>vA|>x6{(_IkC2pI8tM@6Uop z!#94gbF7%}F^6qEXx8$}DUSEEEG0MJ`OpknF?Z1W0%%zH9cU;5d9+IS^*iB`?eo1gQKz zIivE3deDaHd(V7STZ(;f=E$bsEH`UGGejR6QgzC&7t4Ys%8TZCWGh(KDhPHL;ut@@ z$FK*qrO|bt#F@E9@loSmn=V)^tdqsw0)&36*?NK*6}p` zduQr*&P~5lQp(TXk%X?=N;&iUBiG)f(z?#;!r+4B6(|Z;yaSI0o!K0|IsR^X*xkor z5=iUIpk1rfJ$@cL<~#^_1KI;&whGJokVl*4LFFoV`50_gr@iI$B+l?@lKvYd*fAHl zm(7nXo3FV0{IM#q8^J@z>dE&?4>F5Y-Yo9&-Uc4j#2B$MKK<_FtmEJ*ho|6;aZf>m z%9}-E-kysys}?Z9x)|`xs^2_UYe5eG(0n1{?YiTZpknT>hm2~B+_4`Ej)AJB#h{Ho zprr-idC()DR{uum3eb7HaTR!1nNQruU&hth+Zn${E6Y@+x`0PFN+1&zP2qJV^CL^< zEABdPRJ7lK&7Pz8#k!fGRa-p9cBTz`-#lzH4+O1LUu2zlL0fqjY!1MF*Lj^?$JgHk zx5KXOf)Aduc%O-Td0KATj_jkL!PAR(KuxBz(DrZK&$G2@XKUM@*`4P52VMaXek=&o zhnp$(sdYjwqy1#za^;=p-HOzCs!~-T4NSF)r|REls(zQ8^gBnT{48kj0xW439{Its zs6~6b$n|Vn(EQL@&^YtOJCMd(`bM$+JN4J>Jib@oX|);&=?*tQMJ zHW{#``WNnqFWw1h;0Nd|-nn__GS>GC6=LGVYB)?ltNOsPwg|fL^T?;gzYi_?&2+JL z;>6#rh8oiZLET~SO7+D5bHa~JO^tog?YI+P9URdAqgLo~ze3%>=$bGUa*1nsfXgr@saj z;uuRy_HB5x&!H^7XY0F`lM2%|9_L8}Euq}Ja~kLSbBZyNYB2_fEwC)Y-?!nN-1iN) z_163j%qS_hg>4`-sQIBYF?KDN-@DX1&nItk!q` zSYKB`H&LwzZK879bfmwaa__^>`><`0fsHVNc2$A~jpa5xfow|n&MbECo9hn6^&f>l zJ08b2SE2p--N(3HZx2;1j{xnl+6!A9{83Cia<7q|zH<|(j>0m@q5b-ucFFgv5pN+Q zwV+KB=bmYCmz5uyYI4lJ8EXgO_o-dgH8%Ib&4a7&5OWUKcW7SJe*DScSUWdpR1LP3 z0FviGtJA`--F;lf3Q1f~K^hal3mhiiy>{dDJoXqnFKnyR_HBA2w|^pN!$rbG+t>rz zpk>7dGbZnQcAIy5S^E0jXJ)u#-Ek3q?QZyscdIXgw-SQK-{$vWPt(6oP5myq>37zea&?}0iIUN0UO={^S*9zAoqTz?q5K+Xg%rxvfqxRO zxixsXe+$Q?&Pf|?W zGm-qY=`vkQH-j4XbKz?;5stJ?die%2Haz$4%b4Is-;EN}r%wvhnR^#J$e4~i$oK{{ z$Y{7bJ|bLa@5vtcM!Pv|5#2|3Ogi2p-)glRJe+y%9o%C{H*bQ6Gcgv>K4m-qD)r9q zdhLx#hI~hHub}N(D!(!dzF3zlt}!h}PRJ&9PNBxMcc6U$CFSOjLlQQ=0WA%V04)s; z*V%gqyz2Ju-2}g5KH7IydBuO*HKk(igu)k7&w)0gmy|(ut$zdZRXE63-@O-}d&dUa zN3v($WJ6Wo4fdkub(vkuJB3FHvjdL&fJ0aX23;A+7We!%hPQSPb=m> z));>B#5>H1ey<6j6(WzPLe@R(1oDS)YhOK;GijLs~w<5peJa3n)iF7WYEr<_1tgX zp4*XlZbPjgXu%kGY6G^70kjD`>87n?nZH{ZsG(ZXwKROU^qG@0GMkXv6vt)w1y_c3T7`L4gy-WzulK*Ktq z35tT|vy&vl^H}Ag{4E8r?!NE8e_}f~Xj9EANH-?%?#-CiHAj_VJd10hK4P8Zx83+g z?mTEFRt~&+64dmYG5K7mTg22eJNBp)9WmNejWqy;Q@*Phf9Fnq^w$!;R>{=2Q1Z9- zW3QPHEY(3{cke(e9-&=?Gn*rBzJE8f^gGL4ThP?B0%(gact!l0ltku(m%PGMh57cJ z0#yVR@O|7Lw0_2^J__CAu^Tjuaq^BNGdpBWTC&)V@K00sEh*I#kmkTLFjjV6XLtIE zcahH^v-_ZJ+$Y}U=G-bW^I%L5~VA-nt`5v(z7<1Ntcvuo0p2@|d6ANwH! zp0))wGWWt8nR`C1u1>pZyUytrcqh#&>%$uvv2L=)bsB-){|fNv zQyHWqe&SuuI@QC@%rB~EpX!irbt^j$D(+Ex6lXS7-#G`GDt2FpvMD=%$EL=D`SL$n zlO%82O5X&v9AWD@6sFC;3u>?HorNqyD7$_p&!GKdmEW-`lG~3a-HEu=u=U`HcQ-Lw zNb@4g`sKxMLzmGaHh|yQ?o_lh!9!TbTTKS!I?yU1Xqe19s#RB}ue1C3?RwCpXtE&N z5hb3ErI40>>ZYnGd$%WcoENAv;5(uPN+lS({rAky+r8nQpto`PF^9Yh;7aLP%k^T8 zY5C@R7<{n}kyR(&wXM5+Pj5|mm#f5=Q}DrwIM87vm2qq+BXk@va#(Qr2j!V+%h}$9IN1=k#{L zWaftsYYu`c7mN{9?{bX(t?|ouJ>J2`w(_#b99WYwqm^eCeCw3KY5w=j-0uyo^2M*2 zp5_40gtV{uKYjD&*rF+slfKAqb*y8o&tz1+r?;bh@Bi+I5VJ3ehnUYVIG%P+F1ns& z~XbB$L;)_tC*^Lbsp zy7d2~@9v+rA5GXSV|?%R?^&{ElHO^5tC*Tv!a6E;NheT_>uW8Ylt zW_o)4y~#`O39tD6B;bANv!@Aa-3QYwuk7Bs{?3CMo$lAg7p~9B=RT5Vd1v>*gv~PV z_MXe(OMBjvHSPXh_0xM_=RbWM-(z^{ub@k(r@ucKLDFNip`LMJK*n zeLkMFA%gE`Tzc8L6-hszR&RPz&Gd7g%%{EQ_Q;$`F^te@ui5@>su!bYR)L||9Lwaw z0G;+4a|xSd%O}-yZ_1oGCmE`8%sME`!p zbndJ14hbPWt|X9^bs(M2`yo0f9z9j}cb@Lwc@F#2kFP0jZcMs5^JLP3h|)B}?^nw$ zijO@=njJVPYK~r5*$aqlK072DBi8PZSR1HQyZhM>@x@1-*t%PJUVOJQww`e`sf}%Z zS<>FEW{Z?eE#8E_ej#dfW3|@jw+Y}#{CZ0N{$|zt#wWhV%>DTHcG81%+2(`7V80%{ z6aJ>4Xw%nww-(LU|6TS+dd;Mr+S3m2y*?9eY2EjEy5HA@pOg5X^qu|F_M->Zls6wt zvbnqiBDpAJeathsq1|4w-gtKNP0PhqPsQKg6ng)wljm`K zPh6s<+}bRIibF*m->o*!_|5g<#tr??dzZ?Ie=)YunRa-$G>_Qnhj(9}d6oc91$(Qv z?WtyaKTr1F-gA3&*!&}|zCF|TR!2$qr zVUZ}w^KI3sGkj?qXWZK%cuT4*{)-lKe)r+Ht$lH!GwsEi_pUO6M#=SeM=!l&-BMk6 zrqW!(Cf;%j%%73x(~WjKmR9`dmr)R*(_XgTxL${?`{{*urD@N5w5G-H7WdvQe&OBH zRj2Etc{0BLDpTt|m}I$S_ty1{VwZky+A$-l=FEamkj? zc3C+FAW>;U}6FagK&y=O*^MK4 z#8#iudA4toq6e>DNo0L>O|*>I>QWJINu98%Kg$fjsi*6y`TM!4_rAXW1xk1#Qaoa- zv(Bg=FH1XKCRTiA??$zbgG;YfoZE3Qaih$$y9pa2_&!4`AkowL_pDFv$+olrhw8=~ zJqHsu$~@b9PDd=5OYc}N@9yl6e6r1l<3LVLSTFMkT9Le(8o#G}TE%;ZJ>_jj+Ttva zfGd*fr=ZHRs9oyxgFfx=Y-v9uWkgOZ-UG#>!28lPXgogJyZJ~p`=h<9yWZUwYd*Rv zFTE%yy(}kvv}5wey-}hul&Cs$M=Yx{#bF<%Gh$o&4W5(!qIbVv-WOX zCjVjbg@<>oL2>zJDm)GB{Z#$^+^2W472nT+ionwceZ-pg7FCpI$H(S_y7r{l%v0%IUfCWY?XvX1$Xo1>C9D?3r@ByNaD*dTxj%w zIp9p9=pOMihJQjG%|$mWtcZAD@DZXhCVgiH=I{!HT>mtnXtqVkKgtj4RtK%HCD)(aritmoA7q~ONp&*Yh1Y9AP20=465tK zgAk7H=H-n0ZSxBu9+ZA&@D=LL!-z>Zev|42N98KA68&0^ zrpBb*{P=!@){AwCY%RRS8o!|}t;C<6hc{g{nD9-E&7M6{VBTRK4(YJ=H2y6!0^am+ z8)m=Zz1RJ)qJMSMJFPT_2*dV0&>BxGY+lHk2vO$R{KN{O)z13Dhq|sVyveMqCbGCt z$an{%{G3M>-K(44Nu@d5Flavt)g^V!HZvmKl*eXYYvSQo7fv(#s;l;I)R&ci!Ez^K^B;O`Fy6 zx+XdyqqpyB`!=l?>yp`8WQ%ve^dsmtH_UhdAm*2Lpb+m;*l-`>99lJs)J?1;#C z!#%c#<3&rt4f}7um(AM`X$!8o@!`l@{%N=0AAB1v(Gkww)MdHgyWs z{{u;#M{TnHw`3fZ$=VO9TScoEePj22%fH~8E|2!Jz~5pl;>mm&-yFI*Sszb)E_VI( z=AXAei-oh^H9fQV8+-dLsEtzJT;B3eyLH`OuwSi>_w$Nc?n7;rSN1VS`DkqWp~Kw$ zx=_&Kcyx?t$#sMNTk;^ga=?w<8^T-dBeLTEpYBs@;{`_^RNIN183%c9o!VB( zV?X_dKjE7$kMuLc-(oGipJ&vvZEm+WwpJHfi^pHYD64748yj|I)mLsasoVxi&n=ri-ta4qSb4Ck^31;nAmc=fXTaQ;a!TSC(o&lv4 zo6X;3qi5Mf&$7Lc^j_~M+q>k=2Lu+^i5mVA9(x! zK!nlTZ@xbMPYo4gjf5|$e$L7K=Fq)&_l-mTQ@&ZB>5U6~pWC!6g=>>{n$xb7dc`0k zXcIYw|II&s9&w#t-_~C|@@3{3=Dju-Qk)`;+V5^JH&>bQC95eh<6z7Tg=uFVe)r|@ z4*UL_4^rx%l>6~lUc!6X-+i4AXRgt^6R*~yTKuDyf6I;C-HcaS|MKm2)L-?%%u#2i z^T*i&)7Gr}Aq#0!O|lL6V{b6cN4rk=@FYu-{hXPV4|ZN?%xacI*_nn9mpAeG%7K%&YfaMBzifqEk8j^oDAB35 zN^`ie@eQK=Ir8Nc^wZAb} z)QOD!W<3Mk(NV2d_+6i%GjrNswKmmapT}TrCuKI>zZZM5>h2qT;XgXc%S!iiCY_Yo zb-!gpO6lGAkZ#A+H;wQ9H*QRc`aWAC?%Q?WAK>yywfIF{b@|Tb--mn++E~0-+)$Wu z=HYK}T>M4E#XnG7)b8&z4KQkd53=!Lxp(_}^M#A8jvZgR^rLtBiir02;TK|0%Iy2E z@8TWy{Vymd>O}rN@_l>T-g8xgmoFZ9@c0rVIQk3Jib08I-@!?d2|3);&ajl8jOu^C zT|p!A^@qQZbQf}R-j9FRKK=c*(`IpJ;z^r*_nRL0JZk_K+~HrgKi98*6ML=u*IrO; zT>LB6B3u08AGA14_AjZ=e)&(VWPfYoahc0MZ7-xa-7xHbXI>s2_1GmX^3SptTd&_U z<52zlqK^B}B+HU|XwP$#`mX(3OZL|Z+{{RdFzSC-4vLSHHoNZMiPie?dI#$U z#-Vz8-XuwZX*$+kVX0=IfqYuMio?JY#Aw}+CzT=Olmz4j=UPy9^T`zC& zA+^7@VR;8QWIuvK_6H(lYwELq{u8SKg)AsaHYCg4f8QV`{HjM@@9ai?PydRl*$QQ6 z7XQ}euzq#{7L~{6z4&+S(%)alIximCklfc=?ZaXHY{tF!jbg%D%r+a&%Kg3|F@LJu z?fX?Z`&ko@%WQ*IRBs|Gl72U*{*K=8SBx$EFW-w)rvk@kH!i(t6ss=xJ(OuDCgHUD zzvewP4pnZs+xd;7K;n2}VVv{^xC=J9XVW#-k}w#*1P!8)zk z^q>XL2DX{JPN4X0+K|F`7ZxdRI^Xe6d&j@vw=R$Ovzd26MeI$8m5K+9b9@Y@g#F+3 z4OH%6Nd*Tl{r%;XVq&Nhd3XPQn+s2F-UYRzoEE`)8k$P7wy_?&kt!geh9$xNS(4JW z=Uf%FRQg}PF-deN`urN5Y0fVG9}XP)K5 zq5UlIuhz75k@_tn`~Nja`11HC&y)Pi zmtmx6(_1OBpLMF7dhCqDTEAv}c`NyE)q>q!l`Qoo9Izaf774_EO^3ss+3ID*x1#{D8FtlKubGZTYkB-*j1D9_wc_ z&%JL@6Fzi##_{*j0oM-|yS+&)tvL8z0%GBtx{@0(eMvt(kMcy|?mqRy*cTi$GsdzNToxMoKBTRC=< z$};on1xH)FxU*N>KJ2yO%LY)OzSDZP@%P2V@6fWQ%XZ`Mi<^G`vYT`9$cN@j$=`K3 z_6JwJ0XN|e1ZVB@S$Dod=<|ucFD8Q8O~of*&P?=wQn%$v9m~%A#2W_vcfcj_VVk1+ zO}p6YS za}t|(Y-?n{dRr#s%;N959NNz=KpQzJM=uHQo$vFPx9a|(2Rdnv3c51UvurNBxp_A! zU(rZ#wV$PrHA8dti@Ro9yQwwcJgYXC!-X z2B#T@^4j{D2^t^HsGPqL#(KB(%;WF=9c5=8et&)DoaEJw>UH*!b@BGL)h32-W~6f= zWy9+W@0+)?_AAstbFbX~`7(9Te6i|=@c#Ka`{y5c59%#!j_ZeH!;inku1H=xBolVM z@m@K&e|XfU%HHw|B4n!UBdhEi?`=0&GsFG8^@5Wv8h1R+<;7yHZ!YiEz29g5ww)yrcE-5! zeiJBIz{OMU!SkNY(qE=GZGW!24qVQ>Q*XZu(WfjuZT^kFIXC~Zl-)nHAW@7Z45^qg zmea`K(|$SM^4>gnH)@kJ%!{JcO5ZoDem6c*3o3n|>|;IXd4>_(hss!!mR{JrFR8lv z-lJ6ucDGet`Nw&&&GJg!+?$q*L4Bcg@7mX`GH$}n&y_(zv-q1Xhcu`+bw%~h43qY& zui0Jq!uor+&hu@BMd6#yTj!_Ux*i%}j(Vfp>ZYIbJGF^X zY(ixmfJob-c@{cLwNgq-R<*1J;ky$dbi`}K|6dK@5eU>e?ObZT6^{zEFAafy z`}Agbsn7jm277S?qq+(#-5_~z6~u$<^LK*^;IQd$_0LaJI}aIf(SPV82kMAzo^kwb zdjIY13TtK@ehW>fqScSSZGQUAcn3HV@9cwQ!ouHTA#Bdwk%zTxs|@?^oR`~~?-*g& zeg~Rnw8Q3|_?vX{Jx|g7Lkp6?&6%z5Ax+wxg0QVezy6Tk@feiUGH0+l9`1r$##{a9 zTldp%Uyq;2NV;Lre;ZmF=G|}Vn=Db|H|wyL?Tql_kV0GeyMIU68AWgr6S`5oXn#ae ze0``qsCEGrvFe7P!nB+7s93)JrX7y|gMLFtXg=@w`v}(O3pqS*$KRx#f0^>`AKH*8 zw;f!!v{l~O$2#?%MQ7w;tsk|QKtoC8qMuj%eG~vKL_?0wTk$t(<$I>A`-e6p&CC1^ zssq=6l3PIfo#oklrz55w$ENGk3`ohWJg;3lMMrneJFqHc76j%VH0^@&+GVmPUtu5k$tU> zhh@NHNi4j@pp3xxe!fY2=$9!wk(x2*62HN#T*KdUQ@>do{1$5yMX_%K&nb|7{_N#{ ztk-}FH1{|21#)MAtek7SD$)N)UAkTbbJG1o3Cm`%KJ+}J{0&ldcFA&a7r!~n;CJSu z9JpnW{LQ-kCL~cW*7|njP5HE&*X`H#sI{pZo^SfyhbSWsT@5;u==z8C4m9Ft{KatR z*C6-Bod>^rav$0}*(zGj-ZqAhSC*Bmfh3q$H-xv|kIahy|HT^APdCoJ zk7yctAIm%=6?Ucg8Klf!J>&S>a+K2Lz0UUa@9X728L9BMSj+X_pnM@FyeUmNYL21w zMQC02_?tC+yiDrbk+y7x(sUC3p<+S>W%v z&ak3|w|dbxYwyh0`|n;nvLSJvCpaJFfb&tKDgXXAiK5Qkm3Qi%gIpmB9}L`-^jCQM z{n^^r8g6el_~Df47+{EKp&gn$!%}C5>_2b|baq#yK**YM_$Xo$XcW;hw^sgNMpA)T zv4cLp$xMMTkb74c%Q+jCcgTR!)|rKf+g z-0pnG*zW8-vkt$C`m^NAjlcIm%|-2J8xUFP#@~CJepfXS2Mpk=N9h znyzWd-UBP*ci*>0Gzvj=(VBBrt4?PmRfvIx1DP@(LW*4;-akBfh0S)ek%pY7$?~p- zOtFC?@cXpi??462ydySw;6?=`22EZ}zC7J_&4TNl@HX1^`$*NFdfxu+clN~{P6Sm) zl}Po&71N5z>nzta34fP`_Lc6umo0*Z%&Hs0JMTvq#ote~2en3&zsrKg$_)GOY+n#m zuxo~;&WyN!u-dk4e>tL2@BgMQ|7LA1i<|J_u1d9c*4yA2qU)Hs*XzIo%zk&vq2q#8 z`^#TIo7tO^4-4|H={NI>TJGk{GnlJp3e+qv$;tedleuxb2vZa{H;-igl~Smcb^lv3 zj)PjTZ{`HbRzLdAe)|1u%h!uLA7+ADT#TU6ZqOi`&<8WG;s{Q8p%>6x|K%Tsg;kuur8?T3plxH zKfCx_EJgQpGT-XM?N%1B7NxxfqQwkKHtX%m*hE)nzr8Q_BGswFFzh~bV&v_`_t6O_ zc+1wz=6PZtkvS2X$ULE1!V-u9DBL%7k&R=7e?3ciy*p z0`K#v7wtCaus%{(XHaBdJ0Y+$4bvI{*D=6_I~HF3ht+ z^I72UwV;k-*qMchc4gr2wM)N62mBUmQ#U+*q*nOQ_SZd@6m@c{^Ws`~9Zd+YR2#K*@#Yete#2xu#=(lQlH@w%@mcbs{4-emL@$ z{q)=I55DR0XgzC)Q)5|f2uUtU%;kZz?l63RSq17T&u)tpFwwDq>ASi?J@W=9gOz9tPN`*Ut_f z+$;o*s!UIMw!!MJ$3bvw`<>RaiN6nm`d9EcI5_F|uZ#AJI}?w}y#6#ppw92wc9ZID zTW&;i>DDdXa$rK@-CF4QPxAL>_(+Frb<+3d)cs$pOcr-09=9pG&*-bxvfQx$?)C+G zi^PrFuZnIE1JA;)o^kvgJ8axxvDUQtA!jyRb^Y&QGfSew5R^FAM99vv-5vc#_bA_c zhfN1Ayk0poA8KL4hUA+UVMBPy{$J`geA&0pxzxnarq?p;-gkJZCM)0Y!!vXJ9{$g( zV9k>I{P01p&^Mj;`KSHo1JxDUVdC#VePn)<>ay)OqP;F!^hOqcXSY56|E(lsl#->s z06x5#?9WoafdyO>{s?>ts+C|VZOv-K>e#)~AMpcH;9{u9)i=AP$wrKUD?~9jySAJ2;eRwm< zFy66UzrSthstY*}v+l*;7l_6hsE@tv*A2;#HF{g?s~1cMr|z(JvEP4rH(Xn7yXMlv zr**Yh2k}7TsrF5GL8FH0pP((LjlZA$mM%z@D~@2TUs3|8mu%37VP~Db)C|^k929$- zci-H+^ys~y%dgnEYi1^7d^x`rmPV7mFGk4}i!=8hd>1WI25#S{I8{h}zEN9TzSD3^ z>sE*Q$rsO2FL}%z(cU0h(FP_6g&!R-*kVwfyPWwGj__EjY}bJT|T|-r_s&`hiD5n(7-RK zPC^X)ny%R^a^lkMU*Qif9@*d^R|^^=Y2tTc2QAczV7(|4_AViAHF#W9>dD3L&#M1? z{W*8v`%eOG`y@BjX+8UXcC}M*(QVVa7fdrfep%lx`@HIWpBG1M-Y&IozSkW;zM0$l zX(xBmiNghN-Wvr+g&M}Jl5k-^_`X}_wEHD-U-g+u=RJ0v*wVc8`@SpddS`dtxN*&R zuXf;qx1675@Z|nD(zFX}|rL`}oHzQ7`V*@AIVclWh7b>uc6cf2^eN zO1E7|FqvSluh-hLFkR+{_bR>ZHmhBgnYZ%=pziIO2u;HS`RS!4aTc+hv zuIZuvf8|02S=;84@9iI5wI@Z^2YXswE}8hUkmJMdGoluHCl|=4Ja|3x-q+*> ze;E zqDF^AL~}9!%@fy+_iA$#zNo));x%jLe9+t5LmULFm^ISszRw{_kpVjJr_4%v7XAuIg zf+MXi>Yg`=y|P01-vgcUxnF-*UEa7hy((NFEBNV&*Q}lAxrFA6s{9Lf)YCKNp1z9R zL^x&2aim1z=6{|E5!0cmHnm7bxYF!di=lA-|c?( z(BiZYD`r-OKtkrXqwOl0tshmx-|c#^{yzVgNTdJ&}WR zIz3DN#b!^j6l=M0PQ3Q5OT6{vl8Kpo7RJHvtVDk7g?X-j*8IvVf6gp^mM$0i_*_$r zO_rEk==xCeQ!?C6wp!INedj9Jo9>jp`6$#{pS@wXS$y~Z?o#yT&R8X zUK>HQd8^M%a$Mm)b@4l1UZt|wf>lz|x2u+wvo6G<&1RKY-{LbH6|OAaR5D3ZtfeZ% zGHbO$(shIWhmbtyxWeP?d6%p@wV=<&6IT_+JDze~BBmJhwRwfx%){I7IJrVyd0p?- z*4#t453&j>-K#!QwtwDBUuQ1Ul}~4S>Yn$>s!R(qeV23M=n}ESpskZ+Qu&q(K!Vdx zQ71O#7VDf!jqZ$LyFS{*pTa8!o>*0V&^Axu+#@TId2|Bk@_Sc&E z8@6QIwC~IHo*f)~DX{`3|I+!gXzxUK7olWW#OrO>`T zxB7pqk^dNJ|H%I9<41wrA6Bs1tUB><=bP4Zp1Lk!eqXj4`-;zeCTH4lr&Q{JHxD@M z|1MD4y25jTpw_}CX-z^J+q>kYJ!QY`X08=nf)lbX?%vJu@ZLASI0Qbe|X^a?zq1FuN1!-9<$r} ztMmNqW48mGW*_>E*_sy?oJ1Te{T4cXuZ>-7Q z_x4mF%Wk!&=efU%zx925-1PCs+&wRgugm@KpQpI7F#Fmdm#<_eGGj^1TBK zK7`DgpU-u?QO9@n^_llf?zPPLb!qxz>*{mI9gi1xJlXwl$1@8nizAP_&wQQlD*8mp zwfjPMlw6sq95%KCxKYn%mXlL1>&awwC)~{Twll0=hY!&uR-}TgWubJd#c2+^Qy^H?Oepd&M zD$QG4&r4mh%kucWLD4`W+*vPZi*Qxo{mtg5WTc(0AUtQXy<)0XId8nd{gRy5GiQnZ z=wDWUqhPp&2QO+74=-ER4d@3U)QnN#2^&HTk@J{nwJIZtP9N>}?#Eicoo zKa#QUc0J(j1;>VL+A58wC)OUGqt$MCm9O}d?6d9#Z(0_-aR?|YIi?0mDW~nMk|!_i z_DMc4+l|HGg?>oB)rYS>@B56dPA+TO*dQ{(<~5vTP+&aX-D7N7a35$t;- z(D%e8P##D&=-YIm;JYmMou6f&cE5hz^7``Y{9dEu z`me5h-3Y6$*dPD$eq;4AGZG#wwV+^mr`^7Dz3j7l6-Z!Z| zDRS=>b_HIeIQf=! z`5T*a;^No1#h2BelT7Wazwkxu$vlqbo%_l_O;nQ?(#iX;tZR;AeGG|^#$`rpt{dNZ z0CDM-d6&w|7wB895x4S*pVMb_+&-g9+t3@Fp|7l%^pRcno$0aVNt?HCo%ix?;WDc= z@3W521UYt&_4C4g92?{AMRPm(JTaKLPyN;_)!;wP%bY-gQ@sAY(T||relKiqf?9Rf z7eYF|*1m;US@PcIg1G9n)72@ConK4%qWzz5*mxaQy`;nxcgMQtmVk5fJ=u&^N2+Yk z^6;6kn=yQF;NQn=8?)qwf_iSFi1Z2(>5g4h7fTj_!lzg3L8F+%C7~C-_pengGe16a zY5kQ0y^muU%@`h7WIy<35x?e!!kQU%PhM*j+nl@7wXtN9rd)c~QI}hi#%)j5S?|4Y z4;CL=Zvd*2sI?C+3b%upR<{2XSAv3fI2%x$L^k z@}>Uo_^j)J_8Y%}(@SjgihIA8Y;Bjk23bSCw&K&5PmVhdFvdJ^cz$%_7uU<4%WiPJ zVsgC|xmh4x~yYM(`Ch*@2(r~wSIMlhtKQwQoE<;&zkvaFrImB{$QzzW!=21qV4+{t>ewk z){CiF=q>ZQztrS_P{ZzH$vX4dCz~9;ARm9~y}h5FSK)+yTgIgp0$;yHFZ+?{I8~_{ z?5&#-TOHq7J=&6C1}fyGoTfgyV4vM_t$AzPm-AAW{s%kj=@kj+6)}ig28f@8bX%QQ zbcZZHCNKVEUE<%X=CYusChtPMB8hpXF4ae)oZHfQCI2l{jQwoi`Sa)d>-E{XhNq+3`$U^x}@~N^h4c z9a4E!dfa_xvg?fhQ#8X`e)`YSGqT-xHOYD1fd$iVR9*&^XyF3O?5`ep&3aL5bJ&D$ zk&d_OwLEr+xY+naoxTNd`_MsFpT9U)71$DjYQPRVD^s)hf5 z*`#f0iI{c%X#n4^W!VRcU)`?w6Yr_WbIUnb>VIWXZdOv3_x&%w^b?OCtdTonC&Qal zFV|dqeL_X1hY0V*M9t(M&N z*h-V{Y=O-FD=)eC=AW&<=ks%p^R9Q#&sA!4>#&6FjzKRg2P0!EhZ+o)v zq-IS1#&A~8=}jtu0=a&veai*X{4yaupp>XdfdZEGf%o5hTLw;7iav8!P5hrV>wL+Y zm|c%IE1NF7>b<x71GWf4z}KHc+elgzw2( z>yq4GIvR!7C)T{|sF<)N?o{p+%Xuy{WR|X<`yv}uiJTRDvf`F01Ek8cI`m|P)XwF~ zKO@~g9qxNl|H@-$iHn!}TCdc;=YnRrLCbCkF7pC4uPV-0$W6Sg_VD9mP!r@{Y0JtW z(;|QOQ=9vyw99J#zcTUNrHOteF0(^tKCWz;89MXPQI6S#o|j#hZES2$@Lq6zIs>@A zd#`n9&nl@M%a!hK?keHezVtWP^_REnlUen*)|`^jKJ+eb*-Mq+H5|sPv##j=xv;*h zwq|#8pTXv;W#zJoX`#J$E>HXy>He!-_T~ST%7>RKH^1m8TWxf_&tSV&uuZSQcCX8> z%M1_tmSiRPHp?dFef4>7b?DA2kOvQM?t5{RH(OTn-%{nbN7rrpwDVFzcyv~H5Ypz_F%iaZHf_wi)xr)4Bd*bN2ZAJ6cZd{#q zD|FhvlrGVQWm7?ootDTWSqVREa;!dqY;^j%O6KSK55|G&Pp*8mY-gzoeHN@3?jNP=3fYww+Qt6azy85%a}N#H&^5ZDYjoyjSY0j& zT3(evwGLEX2g`Vv=S;Md?AZZng$SGeY`bWH_SoXZ5m>n1lC zYPax$dPqS5-M>6nFI@pyRN!^dUbEF?!UNyvSH96^%2SttTUuEm75|%9jP5A7LLGPO z%j7WcK3OeMX#^5ri;&P6nWED@#_|}9nvFw^Xj_heX(C4wTku%jlWB-hJ}Eu zhly)B&Nhd!EOgsyDVfR_ryO8<3euWXx-68Cwdq#rwap^;z&uPWkl$T1EFFaITRuf${aiY2GkE&(mybFzj`Tm4g%RCpjz0bbt zlGtD76Wfo?4!X5X+xLgf-Yxtag4&-Y%k=$!dFy=hyrL`IR__dEC5yyPZvRnvb}v8w z^p#5-JI*pB83$~X?5L}`2yc3^Xg^;WdssgYQu;|bon0nVxmU3&@^qB*rOja$LK zy%ZebSL-L8+Q*xiopGsTlBQWpl;6aht1qC^ z#f3MsK;jZ~Z;hBgPo_Xy$p6>9M#qi0=SE7cP=uuTYik@WH@MmN{quDPwW_pNDDm>S zMnN{aZGF_K#OpLMYqiNK8Go^miEOJpZh~tDU&-gvr(?~3neTwK1lBI-GO-ZJge>O1 z*;O%9Myi$Z>g0{?GY_w9SgJqs(8>mI!5OuG0cS#kddfvmIxIe;EV>}j_nwcXyf|;} z^jUh_WbZ|+{V7x||LX>?rrdvDf8`q{_m|np{;!^MB)P{?Uw>P+&9QAi@1#cu1>f5J zRinQ#j!P*glOWG!J6SggGJ04Y= zZ8L4LM52YB!0gAYyZogewF6$I_N%$(L@Z2V;1=4&?~c5peBW?m_F)@EhgeTtiDvTdc~A$!p$O5Te% zbp0|v6ZouxE%E&Sg|M2{R!{pu^_n}SSN<2lwCAprsobmZG1Bo%?f0ooN9wgsOwL>s zcq8QR?DHDMe{V3&Oln@?n+hJmFcJT=PpMoskyR61v`M+-W|f=~UJES*KBmme5MeWI za_l{l@^6}E-G>X6i@-fflPwjOyBNCu+0;UsP+VF8i<9SNKq4))t6RADP^VkLqKQ_4 zkU_hC%hE+fSJoD)O;|nQ)%$x8hw@pKE((l1@i<4`>CJCF+3Q6g9)urg-!^4ocG9b$ z+mDO_xboYkB-PjWEnW8Vm)m{$ecAth^cg+Ld+|%+^7GlJW1aQPuemR@`I@;_w4>D;e@C;V;ir%bUF zYdLk^a|Who%c(_X2rY= z>r*o8wO`nNg%?+X`DIgf`~A{;3Q5Ae3*|!k_S~EBFw(iLomcYTQpJ}i_gqq0lf|-n z){0O_@>=Mm6Pprsz_xB>toYy1f8es)w^iuss*{H6x10m7ZOwB1y+qV$Y1U$cQ!>$x zp;<~+kS^J>W0Nga5@Kd;0HyqJuB@Qo*BbD8@52%ir}=6ZmUm_x0}lasJAT#l7M~f# zef!jQ(+67iOdJ=uR{0BGT|R%ytuE-k4pINS>Hddisue8j+;RH8(b2Gg^i$hxK*P_5 z&-hQprq4+{b!^+bm6baG7QdW7f6Fbd<8MEKj*-YZD$GBth5hPhX}6h=cQ#c8e7n^N z=^M*@y{iH0>*(`+gfuQiuQaQ*v%}I=q3sK&;#WU;7oYjK;PUN<;9;(k)7@3MT*p$I z1s3kDD|tB^JX*Eb&vm)Xuk`|-F8ud-oBeCwb?%hfY@4ZfroHcV447hof{+r&ZuI(5Ri1^pnT^0|e% zHQ>5Z%4uoFtNEr&>aPhzOrK)z!hh`Mgl-XEr><8w4Zyji3p#CbVhc;mO3!yzFZn;i z5^azP?|CUBn{19XUZ z|FkpXR)951E?IG6qi9IirjkjT+nT%rCr*D;NyC5v2?^eV+?{`vi6F-B~(z_VP zOZN7eTSfV_qd*IM!fZA!ii`;S+nO-Na$8eW;50u_3f9(g=Y4HnzcTi)&o+n$pK}?V z|8m|xD!27;*EP^lCZhgpGQ`3{?x$OxlF{=uF6`Ey1(_$9DfU>-edp_(Elp7ueb#Dt z|Npb(YM8~E4A2&gsE;XS8Dh6gn$6CJ%-#g;q_6UIjjHhvO7fE zvUaFt(*(~RvPvshI@1D@$HF0b>}BDZjiO1{BlSHX-diVnWop`SBSfIwQJdc?f7L#^ z&**qqfIYnZmb6Afvpn~OJ~-OfnXObf+qe4(boqB!%$#(wbHVkF(y4v&0#_>2toWfN zV~e)asYc23dlHmEgIysG%R2uBD*qRqy^Y`SiNO;!m%qEOY(M55+@@!;ux8rSmtW?t znSE@wooQ{}sm9}q-*)}o{p_&8mX*0}5~nX5IX!FFDn;?u1X7wLIM@wwf0XTIYG?0f$_Gk@^+dD~Vs)8nfj^quv+ zoSSFo-{YI>wNv_w{Hb*x&-+g}?zX$&&-ssn)#dl2cHXg$Z;`rUKC|Dby}#F~Rn1#{ z*Hci_-1~^WT+ww&`F-GdSYP{yU+%qsK1cs}KJmie^Y1?w6#w3S?Djf)KjXuNANnTy zb?@J;Wpiww{f!;1%v%7p>%)7bzhjOz#El$b!Dd^N* z1kZ8p@|_r^F0k|UqI&;2@N{8u?7>U+Sx@#~S}yHdUvub5h}2*158IFR`_GtAZ#S{+ zPvs@PJHJ-_*rw~gv~62{`vsT1r;hN=KELs;-T5<_b#)8+w~Ow)V;kRMbmcsgbZXyo zfnO<0om|x+BP!P>Pkpj3Iwr0WJfB(2G54RQd)*x8T?;dV#rs}&>xo9xJ3stboP4No z+spp<*N%T>wV4w0aQ^BE>)y6cYL6(oz;AfJQUC9AqvhP1WrquDS1ez3;_1JiN`DsK zJE~D^(;e_SvSa6*7uo5*Zn^H=CR@<8LBZ+J$ptyzU(dW(+TzDH)p>n6i=6IxYa#hE zm-T6{-keC?dr?Vd#lIyoseQ5w`KBzL?DNsYNp^+D>4t2v)3M@nT+e|a8=0u=D=qWf~&l^=X#xjjMjITn{g#v_effWFVt1tOp*2~D4Nl3NSGuwWRN~EZT@fjo zxpCh`kIhyIt}7ySudLbhrC;i2;hAEcjXy0eY?J=-nSGyWU5VzhBAM4B?H9flbniVh z`|+ob#pW)Pz3%fLo0ZU&@BFU#{xA&gjXk#nj#f(-OJ#DB zhsd7Tuy?yMe*OX%%Ig%btSyV07A7S$&s4=G$K%KHwwNnf>Q`3T#r7K=Z{uj>>OHEE1l|^~`Br9VRHjGGwFy5qD1MwTRV282uE6SFF(q*Oox?H=;B+J9bTn(ZZ{||Pmyynw4ud;VM^~2}TK($y%^suU#T;K( zy+MrIeUN?QEu{ET`p5keP(lxF>ALDS`;wRIr_EhY+C@+P51H5<{&~hvmfM=OLP0fE zS-?^)_qz|?1n+#kj&V7to%J%-c17@1<^Natej2}g|0CPi-Fxf5|JN#nz3zYeXq;Xs z@!_G;>}U4D&UV7w{ZXa0>-TSX+wlBTVD@p(Cl>Q#=igW>RTQ{tZosNvpfMe@7Oks& zTA|Zk3W=ev%4evzgzEZi{91w0gKOk{1F^`OYo`X#p|FsXP?Deixw#K1?$*t^v+|J za=5PYc7?&)EtmFW9(a&-;6e6*4@(&Ty0(9FYJYW=(QT$PbHp#uY9b5f4JComdba;o zD0LWo;eDa!=)hc6^}WWwHDmqMrFR)x@0vK|zgfn}wc7N-BJ1jf)?e>m(kT8h>tgWT zlaS$yMcZorFdueZqL9RW`OW>V2DS?~m)MHV+Z#5?oHrwuH=~v}L*DekBID|X#=pg+ z97@ytOJOy}t)l54BXgTNd@uR$s?}zaa(LhMe&vNXTZ{H&Iuw{H{E!lmGkvf~yIS#I z)rG0HSEt&}<%HI`i?+!;jJzH{i9_{KR72ANwhQT+Uqd3kMQPqMQP?FVP|MrVFZJO` z+K;#&UVkMTK;_RX?MU!?Ca25#Gus$XJI1E^$1e4FSk`>6P`L)uS-RSxZhq+dA^%rK zeMZOKE_`)H=r|^JCB^@0ivQIm9vcPwWre0GCl5_HKF$cj3- zmwZzN%!IWZ=Px({ZX*fxSwDCUT0GyWUVh;Fp=U4Cnfi>5zn^|YWZ#Qy^AEMRugc{VyA;%^z7-k9b;(ZKu~1*+qUQ!&pSK^< z6l9&cpxLcXs}AC`z7n)u4P(tYM*^N3d-;4Y*|Y>Jf9xsy}!z2i$^!4bM-{+1|cM|Y7(?dJ!Q z?)D#+irnfx6*Jvw*)9e!pTqfvU4Bd91$w|16mrW-$YN+RoaH`CA^X zI$gC^)P3e_eu0^<;xEFok54hv&820sTm9<6Et2b8Y0mYRvb3Sg^TTW^j$P!h$!rZ< zV01jpfYl2$I>)ulAvLOM#)Z{ou@53yz@x8Qn=~(gI^@5M`#|TPUhQI!`pmv>i&M7m z%*W~+p7BOU!wlAfCN?w=>Z@m6|6p(((x+LQ5cgSq?Y2elOhH>@u6D7IF-YUJA?F;F5WwQ#;26doHH@-|LJGUatMqsx6hoz!XIj3Zz4<1qT zRiBxpJ>$ld%=FmYuGqtixFJ~}>fo7Y{!zKEcXO;j$JdJTpLquInb~ZR&o*lY|2;Yd zJT8As>{*&eLWBM?aIbf2)6BD=7}#~Q1hg4PQ*Opt`5!@Cxn`+-OA~}`z>`tn)l0%( zi!?@YzZ8RIfDMjr0RAMha%O z@AX`e`(+kaKC6TFj9W{=oOFe6|XtDCw;6}HZ&YF;VOM?|Ok`nLuWF7aK7FW;$Q(x_fU(eOoZe4T^ zI$~38`QlK_tN9&nGaoyqf3`^FN@x0ZYv#VP!1cM+GXj)5Cn(L~z5$tz4T(Lq@IROH z3or8}HayO^U&Zt6GnGpgPx6e-ESkLe-_^{^6}P{{>K%7ac~dO?^^*DSW0%t(uDQTB zfBM#!pFDJ~PEen_we#ktoik0qeH*!AEkoBRHWA^X>#UlAklz!_OYZ zw!6b0AOE@NtmcxkA7|LFWq-<-`XBk<&Ls21@sq-GD>i2Du{>um-~G|j50xfyJMZu= zlKOO{V%wpLZ3#BfSvHa2N`H-j={%*kQHz~C!#MV>-vqKKTrtZgy8YuC=x8HoR4C(B z_Qt?x6&F@sNC7P)c@dJ)wI#dfJeQ_P^q&n2oHj3Yn!FUW3hAhsy!_jTpBLOM`Xe8g zyJD+e`{T)LU+;eSx!@>^_QT9QFZ)+dUiQ9!b?=Q*R=Jfce_q*QSvT+AZCP=9)h*?` zl}Yx|iS}RZziJe(5!k(RE_^-LXC3bq6KV}7>%S}Y z3m2c+C>l}^=^^-v&wRFG{>^Vo%VfVcnSis(|M^q@sR!q@9U{HwO<{TWXX!uOTo$F7`{L7u zmauZie7mLRQ#Pv|d#wF2U032R_fh%#g}0Y^-aT)A?b#>oovThvuAJw1Bj|5TU*NMF zido)~RwqTQU2<36`SfwBh_^~kCV$!!T~3SAmTB8MUR`=H<0UjSzbeJ>?KYURYvtlI zA2)1H-*Fk--|`ionf7>j>CV?P9(-;B_kWxHM3>9_T>qFSpzYJf$A>?LFRefP^V*N+ zfqcH1pFYYfeyQ5|#`p2gBLy}2x$WzucP-kzH~Y`=GTGVwxpKQ6cfUK!tnjPg<3h(D z0k*1TQ!M|Skz2u^`qE`PWPGzOZTfD%Uvr?*t$3yV)Wqx3Li0^k?6Nx^I@|JAK5}mU zu<)0n#^N&@ogVQOuMqgUFbA}jbnDY~FXl7tQxPn_U@x#&lu=cQyW*dEu+GH89gt`U z+*@J9Zo-kes{W-+YM;Da$jnV8lQh3IX$9|mdg(zfOH)VgVsX7%ZKf*6X&?XiFT25g zTnAR!i$5*8(faI)cUr&E@xy-Vm26fgCxb_}-D*O1S4ID_WY34JaI@Sxr|7}{Tkn2& za4H_TQ_gzoJ8y-&ci!yB$}380FYzYPH-9C*08yhCE!BSX3!Axb^ce@PY=BQ`(obL z#nspP-_8GZG5(k0m2`%$k}r;&cetuv4PJE&TF|ZO6rpvCqW4hCOgU*#@AD`_wmpiNA%aXT24epF@EM}<5 zUf*zh+iaQBXMaW4O6ai)iiND7ZGB4SPQ?N-6M<%{i;y+(iLCwlTVF3p_k)Zty=I@f zpyHEV2wL~B z%wZze)fY4L;qz2R@g`i%QU@E{k__uli=2~!^dUhDcn$?=W?c{bU-t)GIJ{dB{9n`k zpLSi?=5q`4ckMeFS-+8jgtY1vPKp!%AOX_K5T^IF7*!JOjPfq%N3j7iB*R*JgWm(5B*y`h%Vviq%zO#DG$q6oq-dnlU zW|iDgiH8HM0^&1^OFJ`4|BGhdO*=~`sW|0y*+h+FrB~M<@yeC`o%0BX! z@8#ZQzhhVNz5A*kmEltxX?IHI|Dv10U9c@0kF72Kw5c`p|8HydPOo#*GE|;Aqv%OF zzuDy(e-n&vfQa6Y?6bdqd}O>>puVc;fJU*+zmi*OkR@;_w^$>5eVKH9)T*=@`s_t# zP2}>m{Pg>Ae9ZCvKl$&Zbu`*hlcC`ev% zWq(ie`w!Lg8u+AlTmSK&*Klw7=|5*wN)}zqTYTo>hs|GHFGI9F>ip=~{KYYi<@{)aQ{HQnsH`&h~BDbm#A z^NaQ7%PZz_7k=#UtZ=dY6!XsbpfN#0Rgyy}CA`0hTjX z$oPctshRHo_-^u|PZ6It3(iwt_g-psO;C(YqR>2pMs=Sn!fHvM<4m9{G){5)^Morr zW?JKc+Liwvi_d(#ap`7XXO`16@JtJv?aW8s zd)G4U*94bX~u&D9^PJ%8BdTDr}Ad~j)9|6bUd?;RHoo-VIsHq&E10_vFDjn@;c(fPaV zrQ7AddZFy!7d@L4P|SHHMv3dSxo^DD(alDo#h_-H^px#P5(SxoW}v0X{|Z*lOh)q7 z+i5Ljm&4~SK9eYyp!DsPYOu|=klh8CH*n;@K+bY_!5nq*I;TGq?$J|7=k z+F9`iyagexV#|l=w@NQ*H$(afKTn?xnYr=H>}Arv-*<<|-s%2(>QG(gTccAl{Caa; zr?32*1YQxc(EYgL{b~OeeOU(TWxwN}eoKEEEEJQgKZZxzF-iRiUAFnQ(bsVJfTdvl z%SpTacKqW2mv8kuLK2WIntSSyU+RY7nYUK@ycK~I7*|#(+1+<%SegCcMv(Q?mz&yj z{yJaIpOt5F_kB=lj((ZeX?3IKxu>r9ZTtcXzAJv9;L9l#n#{oVH}W&YY44}q(nNCF z#^A^sD|yPaf~}{noSXC#ytP3p)J$(`>%L3J|A800me+3&@k6-mcK4i9PJS;}PYQfi zk@NEGrkQ?rkX6Kn4`Q{M8sw)yruzQg4KhD^3E{XrEpGFv2YpjtEi;;Hb}SCIuWRu~ zU5__buh@S<>agF3mlky`y>D_iW7qwquO7rb2@xyuy1xq?+*5;Rp3;P*_2@mS4*PUt za=XE^+x9W9mPJ6zYOVgx%D2NSWEI^?0MG!?pc>|Lf14D?3>f zcKlL#NaDVS>$7kBg)e#gd;jc4o8YS%oY&6P>`p%SrBl`8y%XEVh>pqs*4WoyJz0JF zivOy(ki9E^oe7b+&FAadxNJk#L#y1lOw1SL|UYWb9J>>PAHBFj{0UQ2Z^OXN{ zKECwZJ&;WID)Z3!Gr5v)Ph6>SLL~0`F0a^r-Mw>WY`vRt8>FlGs(ka4`P+7_;i=wc zUw`#xxA#erVEtA1LTb~rc=FtrEm8;$oVe2Cq)2dl$lWEY*r!j@TzG7eu-4Q0eZM%w zAbMtdUqsT=zHHGMgP;tpAd{n4riXl8<8x6Yn17|!a_s=FW}&a$-WNlbKqTQ#Tewo= zg2=N4Yl5yPdtVgE-hFYKbtwPJwk4PKpUnRj;rMLH`ESqHTU8fo&V~oV!M8U;L~^)n zYo_j!i#fGSDK!`za9i6>RfR1(@pcLSKXe@%Av%ni!NFD;Jn@;YVd?T$idQdwXG&bK z%~QP=6x27Xk^It=+rDg3f<@rMl^z#ER2W{m-p3d}Bh_-p%H&|r4Vq`J$1PpQW*%sE^cGZ?;){UDf0@&-s7<%MJ%9hJCudV% zsfWUYntl1CB^F$Ms!W}A-l1nt`P|Jo4+@22EB3RUw3q$rSo{rS)ns$?K&zuyph4Gs z`{GKK7a>6V=?qEAnL(Mp>|C!VzlYKrKq+Bq@S3-7x8H@>E|J>fw{~Lvt(PIGV2d`3Prn5Blf<1qKUK%& z1({Jx*RfB3=DTs5bnfopuM@I1{3@C7=dzgnmw8`qf-K5MwrB^~qQuHKp|7e=E-mTW zdUwUH;I9)_ecd%{uYt#|5FK#hzS-^l5}tZ`a^06t(s{Z5MaUwMpWs1v@RhgN)A`$8 zY*w#@rc#6+o;>&ElMYz?c$fl83tr2GmO|3P)k@#xPnvZrq#t@Y)xZ`;8jxV3|Ah?3{npWxGXP2(5 zbO~NQ1LUKu)%J_o!vCysU7E0g{r~6ixqEkr_#1v*^vd^Y`m$3S&&tj_#pM4`*J|~Z zt2ffRmPg#~-3H3#rV@K{|1tmDa`ccM#9Jr3kqd`AeEzA8%O~txA9TIhyZv_a6)afm z8QQPAG}y;>$t$s18S%PlUCVAX|NpuA+`VY7Q2Wffg3#Y6K~*%^zvZ9g1rX(S%Mblv@! zs)=gB<||)aTw39^BJ<0$F8f%SY4sLMTjgR;EuZnr^C~n)EWZ75rOuC#uo|skyQ5dc zL%~{VyjGlik-zhk|Mk$wS~CH$suIlwr$ho^F?8rfS%Vh0!&K1)r%dX*R_d>O6*`?s zYnfb7Y25s`llh+|U3{IlY_T_|Xt4cCn0HF7ouh97Oc*>UDkeVp)_`y|G z(XF7|uwKtK1eWcJ3cTA_bUB1XDz0)86b+6K3T-|OF1F_$e=jTlAz^KrZr{2M0gIzG z7AGN!g`T|QE4mUwTn$$_NrE(8UF8qB|Pmm{lm;)F|!K0R(}l#4mFf-4nnk--kx z#ac~)qDR4kwVt8;dZ{6x$l0^(^rwS47k0-cE_9zBq_wOr2%16fl{b|_B z*B6&g=~_8ENU!92im+#w>~bxp7a~W&g0-HZ`*%+X zHvBqaRk4+%v)zp1UoW<9xUksU6E)O=LRnU7b%ls}t>RJ*g_m)TQM>+JF1t8=n>bj! zb&?jWG?lp97b5DosvvlWS8V7b-6 zf)=MedG4#a6hb*z!&bhYIdjq~C*zgioVqI1^1A$o&0sBk@WIwmp>b1IVLCODBkHe?0njZoyw|6a*zAJY_#3v?lY2SLi(DTTrp{tTnyVPXkou&n{>>?(k%)rChY=??gFI;=FlMDS%%)syI;Is zbik=sk2y5t?-E$^;$rFD7hQXl_smV5x@+DH$rX!UxmDj=S><7>CTehazS*m`Bf(KG zE~YNa%%Mu!N{kuu(dGw03R=)0>S*UfZ3{p^q$scZGk1kB5 zS6!*(@nqUC;$-EiInC`{LB_dx|S2 z?W!w}bQ29Vzx5eZiU!th`7?p-n$D{jiHH?o_JhgQ%m|?Up#2%~(+D#Gh55xxxsf3sMIidQi6D z6h}a+$O@yD=YOWHsw>r8k(3Kga$&}4KbI$8Sn^RxQ+0wh)bT+vOF@dZw*NYgyiw=b%<* za=^@WAC?z~h(28cDzR6hl-Pw@$_;&i5QCs4_8hMjhKX-)^8dKp9UA`26P)iPxmLkz zlM?HIRF)M+Tp^N8i|V{X^>^zm?1I#(KMwBJe!Xn^!81ON;P63;AlVg0Od$_leO6!j z`XVSGHNr_W6chxdVfD96C#57xHU>+*IJgwz4rq1Kd>iDUseyA&ZD`S2wGY((EdtjJ zT9WUW<$U5NfXf6>xrbCHJPvUy(9*fE6_l=@hJZo=)V_KpR=O@&O6BXxU!ZKNx!ee( z3lcr24sMlQzNslVF>`O|tE_^Vzb37cidhEMG-uauUb!=Be?OiN@=MiRj#@RWT=O8L zf-fCZ_MBR&^E3of_DF`tM@y;ncRYjGvk76(p$BDiPMxy;AhLXu$wE-ld3A8c9$sucVD$eAv8iDZR#$$IImR^w|l|m zDBIN1kBt1!gy+q*1l4w3t8`pLVb!<6F4zHM{;WvMI8Cedon36YHLcY)^?b zNKX-0m?cwhop(PR>#Ki4nG4&eKhkn9L{xYA?W^akv07I! zb@7g_mHMmlg0AZ89}V5~e1+D-`UCGj$;o~PhunIUkUPFwM%QMaSM2`1Q^KKb<^}25 zUw`@~CKez2drwpM%ZH$(ry3h!K5BjVwqvUBkyDxw!R}SFL%x0pN>Z)n^ShjuII-J` zsmhDnc8^FTQmxvy-8sxpL0jkL7LYw6kuZCnOPRmi95yhPuWvG&)y^F{^s`6a(tkt1Vef@g7hixkO53(Khxs{ZFJAx_1cw_) z#T(082OnwIh5ud8m2JVbR;Cr%qK9u6OclPswSU!`pzDXdFI?*02JU^ce|hu8^u?t^ zeW$c7yw=Jr4eJZihBbUF_v~9778jts=SJ$(T~cxWD@CFG;ukm7{%#GANSXaX;*O^7 zl@C>2YmrLR!?zQ)^*4x4TNtr)U6Qu{M$zoufu+lB<%7N!UOW>Su|)MXi>Lp_smpJi z3eG{wMTy$_ANvl4%}dhue}HgZ4x8%p7T4O{f+yx)a^lxNit42eQ^jv^t=3u>6n>o1 z_Gs9=Ws#8n^qv=g!hhcAzBr%Rc4^qWAZ`DZ@HE$x=e~B&g0Q$iZU0LX>%2qv@0k*{ z5!Bg#ag)!eu*G$oWb*pps22~HUg=tiD7g2?ZvE60_3)|P>MLLG_^h0&{v>m8ZuzZm z6ISs$#(Jsf?)fSaG6&>9uywEil(^RyRq42P&!Vt-8PR^ z2D!~5;F{k^8>J(|}jmhhQVmuLP4E^funFr^Wc?sL@n}VFkk8Mv5i!;#XaR^`e zdi!*>sLELxkYSw3N0U#;e@M_=CH3o)Q@@^T*gPdfqS&?2Im}T(d;Nsa1t%bxHgxgn zE6i1VZtP*7%5Qe;{JDHfz+q`nzCa8uE7K_%-Zl=1;=RYYOR)LmR_nOwu5E&LZZ`TaClW@awk#Mu z%23H+jt1I384*j@%?Mopv8sK#k@n4Eo?Xk<|A|ez=>Ca0HLMXOraqLN(c(yJZS4hz zpOH4CrNRE?O~`@&in=+5R-Lv1X`&jNxj>-~_Y+8us0c(*HB>e#Fb!0fWlrc&=2=wu zD?4z(8Lfb{qevrkcl#n)53c#J_?A|w?XD@2tf$t1`w>}Zel279ncy1BT?tAM5D7%z zFin(YGgnt6>#Q_*9~4xoOh0%^`<=B<^KKy~*RVz<A~aaI7!V^sAI9o?iD}RA*J1_njrOEpm>Ehy4toUhXopF z-;rGxbUj-?HEiNDXkoPF!Ne#06$aV5v*uhnvijjtkZnli9w;b6Lm-0SrsqR&@qeX# z0{@R#Gd?d*E>OOWLaLmOZC@M~7_fT9iqIujz)h&@(}T2^$p!fa##buIpAiuan{&wp zR8~$*f@fQadwkKZjcXSj3Ihp(!vUmX({qa*mX1+ZzTSNGx$%%2zX5AFQsu<>?m(!> z1Fr89tFL@zxE!MmY6vV{#l9o_uaSkkhRz&sN$!R7E_6!8d#zJa4TrT;ifV%0*G*Ee zsR&7)x~pp*xG5Qbt!()#M%&r0&7PSXe@yr=<)&ut6$bTF>yT0f^PP>WRc?spDTS?E zEp8E51|4~0uG;3f{=g+A)$Z{6IhS1e^;^R`4_JaeOFc0 zXzrP0yL?6d_K9L@w^Uc=bAvo~6xCxNLWO>C1^)_P`I>Q=W;m#1VW06x`(`o6ub%Z= zGTKAG{IIgxHzi*6)OvU!TVq`}m1X}SE7sLlzWxZRo66CA3p|*ZCAGxbn|c3?MP>&M zx$x^hMYibS+aIAqf3!5~rfTf>YBAcI0cz*H{W&4a`ti!+;@q2F&)Ma|7`BK(JFo$s zBp%;pT%+RPAH<+7IN?h)s5!vU{dG_9*M@nq7aD^8>7^fDbZWXP*9IZh2&B0B_?96| zh=F_mgmppJ-|MqRbTa9HtBqM=u}zM4Gd|}D#0EA@)i~fKk^moc`cTH8&Dk(j1SF{1 zG&61sWE^%uy0OPQ{<`uP?`@N>bqolpZ;hrC~OFo6Zs;bf4p9Jd5?wb;Sa^Bqs zzneB}SR2rMYPJtJ+=QMYrHJC=>o+|J_x!lp=V$1$nc;{sxyXFU(WKK4R@5!~qZM3- zoN*uY#it%z|KZ6wty0?qU-l>jgFC>?Rb|bae_c|tUjEuU?bLdsr{Oa{AteT|o=uOy zg5X5num3cBQ~G?5o?XY+etko1(tk z?K0cF<%Ho&C(D_SR{MMmUG@WBV;tLlI6U&f>NOw0g8D08eO&qj)Qx%kz{)Xm!xPu= z@^d2bsa@-l()Z!p4_E7a5WN??&ns4czsXPG&}CoX z_OxwZ93B}kZ_SI)WiP{hz%2;fbLVc!1#Q)Qb^iCJa&g~_6-L1|Q#JP?*MSA?>o*+; zpK)Z9SM2`%BJuFn>x3^00}>O@PAYM114RTR$f5nr$G1PO*7*?{1`!08L?4&_@%r{A zl=me61_SR8Gj7&;N!uO(r5|{q$F_qxB9cLeCnRj;Yw;QLWX^~rKpRs#92-=1lD6$I zwOHCI7tgi9h&2LHKzOrn=wgV7WL)FK7`Bk1d!_W-N>K4oU8?quxo$dV81oCKpP>u? zAh*Ew$?n%`ihsEG*y<}+Sz_D6jP_^j#sMQk5Ium z?2~1}R=)nY^bdGg@kdadYPHw>O7_Wmgf z8uJB*#2mKmlRdllNZ5R@0=K2W`d~F~jdfip%l<>FYC)yLC8M|C4p4~gf^_jO7i$wI zPT%t2VNdX^7ax~0bR)GZ_sJg6VoDHY-N1Erf6^;(*W^b~gKBkO^X%HCu4aMa%z9H2 zM7=g}slr3gV4v(kt)_&BvfUt?f|@{GhN>FPgOhBJwDSBd}$?pv}- zz$6$nSkW7({-UALzoPw!rtg;zK`5E_USGWE!S!8_!dul648N*|+V1(npqO3laW&0) z#{AY+Q|@~?)fi!S^vAYeEB~|oc)kCNat{kPPeF&{G0j=q?^V2>dz!s0ulLu51~qRk zPuZvJ$}+F&KmCY(_DOxZzTW+qx@AUuJ6^KKERYZNDRb}LEd}8Tqg>%@L&pi-3(ae}$(S6!{`uvqW%z3{Vw-+4{ELzwqSJ1Z8;aKII?e{8Q zGe5DKlBL~Re_;2P2dOpc61;A69_s1U7yW$n>Fm>Vt;Zd^>yFHoDLfLFvCw@^qy7YT z<#QLrr}Ixp4#{Def9|$xXgR~|gB8YqSU)A~kz{xb(NyufZqHts{38hojrSLBV79&2 z)AI3Lxt{!uo!?&>7|sycAJJ|i4RT_I#B}?eHHAN)eKMX}c);2Ife|B@{ekrfh7tv3 zMiWmBUF7>+k`!M|`)%>eF2IyBgQ`Pw~nXF6vmedz0XvV_$Au@L1Qj^lA8p z3lG^Q$KTlhN$OhF^G}U)txNSjGW&Mj3Z9#=XzwwdE7?5D+dhf^*>r5#6epjh=hOx5 z-C|DFaVq}GdUZNzP2s7`3wvVkCcVBRw8!+SbW@SkUz~wRz_c3-3Wt`fUwGR&8HYkz|oA7_WO{wHL*{A$JQgbzKZke4ieU9Z)|2yJngaT<&~@H2}T8yr(@fiy?=7o=^hn-o|7SYaG4)V z;P0NC2U#pLy)>_d@gHdYdhPG-CtkUUd(P_VFV1u`<1l=7>CTOxRttC9l+K!0C*^5B zQGIR3!ntj+QU{*)p0=LOKVj~^*Fy65RzC7mFI!aGcG&;$!{vV%_s9H_`W3VNiRmTR zsA|pX+smf!x-(_d4y!%QnQphP?@+n6b(x>Hcd!44mRE~^um8NxeBrUCb)x^~9y_p% zeT5rSNQ^=FmJ51^8MQz@(L2nz>dl^g22%4lgrk+2dHq{X9!R(OE_u%Xss4}DRg159 z*i2i`$$t7+{HeN3?KWT2IljjtyR&bum8y81y?tAo$-V72-K=?Ug@0dVZ6IE>vi^k6 z+-2<>+?*orJYAb$$k7;CrIf$-<2CF2+J>CXevOQi!;&R~MJ~En^R{njbB_4QU1u2_ zwBn(gk?ESy^2pdz_paQz`We_S{kR^?4Ti*uPmmmD1O>bIZT*?;?LlQiN0O zq9kvVb=v7oahEs8DM#urS|+Ny<$A%j?1(BgP#L3;zPL}~@#U#c*l*|dRq?v-ZCf1o zllk6}mD4xPKeqCJjoYoy7QZk4J^v`DWad0p>61+#?JkJwZaKZ7$6qgBfj_2gbHdHa zyK#I@QU{xY9k*K@OnG2DhgJGq6Yqw*QvZLcUirE}Z;Igh{2f#Fu01UI>Pq0JO)Fl@ z<)`l3G2_*y=QUiJkxbVPRE9JQ1jTj5IvJJT&Ry1X?3>CBFQJ~L5n&rHByLb$@%?CY ze$2g{H4QS0tvovY!{c*$Gj!MwPHRp$?YQ9&THzxK{OiE&qhMrmMOXXHDs8mGd*X=yy1B!&9Az ze@*dky^HQ%nsH|z@5&i}gT7roa{aB3XZPuD`L%ut@1w(o;?zIVtThAAWoq59h7=3+aFOYmb4b`p+}vSfe|eKJIt{D$6Xmw#l#>LqcJdgn(VFLB#VHER!2g z7YOB8a&DWDb~@>n_sspBnfX@}q%Qv}mQ*;qd4^2vGWLUEO$nNATlkhw){xrARxf>VbW)~-%w%qVk1{93Bf*;nYTK=4JNrR>B$i1?O&AA=7d5qrY zrRL{s(|vnxx)h`Jopjq%b(~lC+4-8?+#P0G{K~|ZZJQADZjWC27;5N;RwZ^7niOHOk(dez0JZ!N$_^1@?hf=Ne_7ALuJiV3*m!CUEn*yKipi zq1I19-@dwXY|{&{v`D_Bz{XZRJ?TuTe^_~xno3Gw|EB!Z{nK|DpD6SE%3pfb{9uNRg z-mmkuWh)b6ewj*84W3m` zEczN{k00nuPGHyEx3aeSRPO802Q|%4)LskwQH=c;3lv77&<$aHsO-X}8R_uu7xxp*~nL&E?5P3skN z*5psxcu!sY@s|&cuRS+RR*}%YxHiEsVs3~^f-^vUvQ@YGhH!2>Goj(cwC zwx63Rz`B2S<|F^~SwHTl&6>w*eX^;rE&gEA1JgOIo3Bad@BMs@{Y2S`uPvS0Zg(HF zsol!9;4YiPYMrq4>)x`jp2fZXSvG4vuRE}hZU4S=3>#~kdM&)~owAwHwlJsjYP{Eh z_u2iM)_*)9)U`UXpww&r^UCmb?g#xACHP#5xajnoXSd;OSW92-O~(5vts z-0)cEMxmHa{lWFSg!MM|uKc^oXMtaN+$z@oIr*vQm7lxco__S$w}&gZL$KN)tedmzQe&7FON$V=BFYu*|=lxOQ)zVvm?_ML1itQ47k_n*9yu4Q*UwtS}g z>!0)3sy&-OI^W|GyOnOU{GiXhis#nT`QOx3aD>me!M0(_-`e`m6d*);ri$7)sx>%Zg@-en15QAVE94OuQ~EHq!r~X(Q@$9%SF4cfEvW7 z3nboH@_gfne|tUi)}xTbUy*JCQ?YAn7`BlvF!pN5In-Kfs#KWMLLxId2&I@-dUeDcb=a9Gk zE`OMMpj~-j&Ks7=jpqww-dOT|o3Qn_*#btXKY9x$K6}qBrQ`7NZo{(ngL3OMuN&Mb zmN@f79F$!RW}IX{VaaD?vp3}+r}%wgA2z+iksF@t++eQOU0SQByH8Yh#sBLGiyBSh z)19q-lVZ43lOz8`|8G>?a%cAp?{#$#u5S9cLafw!T5RoIC+-HHdDXuC&3lg=jCh^P z+U+QDrqCc8)>eFNV#krm^7`!JD3f{6&;ZpYx;N7ebu*3IryXCr*DbVTMcjo|N2lyE zJt7pgecO4vqf+PF)<5}h@VHlh=fTo**)LTxe_Fja`8rdMt(vphP`AL9`>nAITQy(v z%ss_F87%q4)hlmKU7)Wh{(sTh3ZNPwdQ-xu@ArSn~M&I=#Hx zl3z@{ugTW^;Jn2N{F%G+A4@VEeE&!?^Pk;3Mx(!PE0(bzjB84`vu<6&LjPlxAkDl_ z8c!Dp=veFX**~j$a9Mro_nM}Y2huG#zs+H(_P8AzbeHY;q*FmfM_#?1zG?kKPc2ik z%#G*6o#uX%()jMcyukf`VJ^HfMH$0A+*Qs}MOrC4r zoLHr}o4+)wg=3-@ym~X`)SOqX^H|tDo0`=QHZHh#Um<(d@u>VgU(Y>dw%)G1O5NvG z!^73(O(zeeT5$2nu(B)c-q5e5a%DvC@)@}1n4N%op;Of(KP5w9C zy-S@@J~cnuvD0ee)d_pnW#>sTx684zcQ$Pd`qd?NE3+c5;6ddL2AezOjJ!AYb7vg*lk33z?LJ?I)A`2cCkJMk(|rR$b0X%Pl}!K-*vK8JTfY5$5f_>>TWq-z$0V9mIfM@cp}2q&i~}{ z)r@=rrecsNpA2(*i=Dx~JKS&5rdKDHZ$7>Ez`MIo;}$O8;}{foh9%;nQ#H%-JwEpw zp)`V-hUa~$8}W9M-0Rn#K>nq5=a%1^WTRWdK%(-?e@VaoT|zs4KP z-@lr_@bB(l=?VYu{z~8Iz9&#A&Simi#ES&gq9dna4Y^tw2J6I2eXla+ch33fcCJD> zeb2}Cm-{}ZzuX6=?U(&NCilsWvvQ-%6;NBcVwXOsvuk%)as3;cX$O}+J#<7@a{D6n zSsC*mPB1Szp4GfWd4($>EKfO z_S4E+sYfo0_Ahw=Zj2w3wtU=spu&5l++`!NpwkijUt%YE_}p^zJfG2S46U%-Dm%1;XE0T-6mi}ujdy*-4?n{rk*Rk&VCE*(`$WK;E-!suTP7O2; zbZ(W)9d^6e+M{1Br zyZZ4Dzd@ne1D}#bo!=z+8kO4*1gc)&^x;VmZ%k}l5wCx8$JP5?7yX#OZT|3N{$&Q% zZA&G#hn!zopYd{Jh=nItPwBj{EdhFmpNLO4pRo0`!OsKdCQD9P zF0S_Vsa(K=Bbo(|L@Wxq<}@%#&!3dfp}KAM^e@{u-@cynux90c-79}TGcY&T&Yc+L zc%7{{DsAdN1I}-yPOBbHTK)USu9K@)KQNi+Y0Ks(#H`-iDD1d#|IR;${%ySs>RCD4 z?pgKqE2G-mOU1GmRQei)k00nve!#MG_gc2T^$#;;uZCUDdtiDX^R_$lrwmjtaYFwA13q%`F#EyI=7gWz_gG}6Z<^00^S{O|_5G%fmlyd>x@TO- ztP+@`!f~wro2U+(F)us3A-SiGqxq?4z`dhY9sT6vwr*Otyw*46#r-;<+Jz-Y#FjnyyR&~2zgpV-s34a<#WS_b)DL=2N>FhG zXE_y%LZLHJ@ArIV-1N0_LaD0HpGoXTorK&Eb}oK!B(R|AOO)hQz8bbwE+B^`zXpcE_)A`pM2{7yZpCTf<5-9V>>8@ z{F;Q-A&r7Lp)_r1zLh?>?GyIgaQ33(Z{E4ztiSpsX4;)eCPf;-tEN|r%u(g?lVVNpYXbF{ zfAdT(*OOOxeb`q1N6AtCqIE{<2WL)xaK>}PAI7g+^Q@OW@mZnmcqqtj`ljvYu16|| z#jii>bS*k}%X<3_XQfMj&w2gMQ{Oiszlr~Bqxb45DVI#1YkgO+@SfJic(6914hSih|Gd{KYn<|7Ao+*zNnP&mWr_<@-XcOadn&nvd|)ch!uomeL2*J!-_ zz|7zWJTLdgtFI}FojUE+!P5uQH$)VaZW8j&sGG(vBJrm8bJB=0^M4&m!&ez(#sSkB2X zrSmmD)&KF-yVomcuI;M*S1ts*A4teg;wU}DvCM6MY5a4`k>3@*;{7T30!~% z2UGfjUHO~WEnvKFegD+Izpq&Mzr4M=^7(rj&xC2JOM|8z6s$Ke-?`-nvB&CN*Wbp9x2qU?y=Z%*`r$i*1>m6Z{*}^PhMKfHZR@q*sdKrE(o34 z?Z51Wu`T<#NzCbI8;uh;?%&A#)_Bh!{ns_1DV=I#k6l7)rN3lD>`u$Dr1Lcyvmcan z`0)F!*_6+o)>xNQIxA^Y>J>%%aq>C0R5|P zBj;>>aB1@crO1MdIy(x)&VVaHcF;)f8=G4PUos~?idyLX)sb_#oo?ri5ZWHvbPcr|#`MYR0}UFraU*@Z$4d zOm=uk^&HOt_52U7Z%T%ggN<{mjX5$~I&&?1ZlzoB>dj#j_iN^U@G>%B*!3`~XV=N^fxNet>RfXZe)UIu+PWXwzkJR& zb*CJ(*t6RHe)Ui8;5Ru3UbQ^~LJ7 z(zhQZ?=DnN3pINl#GAE7=G8g1+cDFwxmEK%c<|=+|7-hlW7+>cXj9vgf7I7!rS#?m z?#MY+5-}<~Zbe%bwSJQX2PwGG86%!@w(03*)^^u2XotFW^8=ljz(J>Xf^d-v2n(H$QZXH1&5>$y}-DO0udv|Xn8Jr{2r{guh*`!cX# zqK1TbFgPq0C#XSYB;L4fe|zBk=^t~SAMx9A9+FBXG@fSe^EO@K=oYsp`>XV=*tg9c zY!L;kQ~!rP*0`>_<*NH%?qve~%xWbw_f2`85yT@`cJ{dV~FPj8={-g86fk%|1GFDg4cgnCMMfSdH5;0Uxk?7891 z9>4p{%hV0lfBjMT!$tV5@f?sNxKn=UEqgaR=Ja*%$k0bSw$%1kWUUCaUFOFoSoLDN;g?3ZW$ceUtcI+)Pt=loRsL{{!1 zaR2Z{Ng+qYE|U|xC#juE|947w{=`k6B!4jGFPiLq^Ye=*Vc$fa+nlPAi(Pnn#=TS) zPt%CSsjl2_jYOEeD<2q%FbDr+uvDGv%IAN5Q|i{!0bGB==k4NIdf)@|y>{ap4`MBv zzr8;snfiZi!7-g}<&xU5Zh;9KF6cRHI|qPTdqz{3oS!F7C{^{9stPS&^VxDffJ^6T z<9UYCTH$jG{_ZYddwajt_|(7Zhdq%o?~VO_^(;D&u&}l*jU^bQ-58|3Qu1fdf&-d~ zd3QL~nCCAPi8#eP{~*^sn>m5s@()RFsh2*N(460HysunJe=gW|KWEJiQ`obGmmUbQ zbMSk$XaRrCu80pMAHmuMK-wFlZ{2G%o*?wcY!2hH-+FTn_B?psX1uU`rb4WnBiQ}# z8y7<>jIx3w@lj6}nEPHzdSEz((Yx}2VModRvqll`zu(nqez`Y4eddSzX)|x^?m08v z)omAOeBxBY$~}eP$sTRX<*{!6_AJ`(@1%Y!U4wbrrvvE?jJpF4e>nR56=(Ol_vI_u z6rUZ{T{t!2%(;i53EMYqUpYhS(u_-4L0W4*XjCUhvF?lUTJ`_ovgcdRPO6&kc`03l zWty0lKfl!lJ7-0Msi1bu@kRbe4_;<1z4i$-1{lBr3g86SII)Fsx9Y?e{wtPDIA(IF zZi=nTjnA2C-}NRhJ*~l^qkCnh#S4esJihG9z{%vBr2p=oJsy6t&eot#CfK7!2Vxel zu8Wr6a?I%Hize5M{OlbU`GTgaE)NXM-16P9HD%h;R6h0g_y3J6<{jO>Vb!nH)AMGq z8!s)NsTAvG2o6Wd4O7_loFxsW@=u7KHM308vvcvjh=5rOi-n*1@#{#-~s#UBfz zK2+{|ZnRAOK-xsT#he=+vdlQC59<4XgOQ7Qj{1B($=Le9SsBv}=P*e7H9Y12@zi_w z+-rJo!(L~647srMP4t`Dld~m-OV1u`PXB(uZh4sa{woK}R%qAB=icXfDJnlr;_)V( z;^{9rH%w%ac)eg*SqN`_@&MJ)4pAcF(%>88zQlux%7& z*|043+Z7}C=MXCl#P-I3hW*_Sv^hWD^rbzyy!6GDO6E+X0!hCHUiAaV{+>zw zz_qo0%dowffe6s;H$i5y~d%}Xh>Dr9$6)qCSf43C+1 zfa-}^Y&uU5njGddn9M&R`BH1+!&PaclRssfGLU z=F}Fv>U&gs7v(UiNM`EqHJ1#*|=FzoY4B!sR23 zNONHMlMgMKt8>LtpbeY?9Ar@i`YRN(?xt=xRogae?T#sNr|h;Jy`pcL zl+n5&R8Y`lIpep*XVV$Ys(knxdRY!s%*uD=erqVhU<@k$3}qNjpZj|A5Whj8U+jzO zMV;Ryz!CmQ{K^f*?NxKtws2qIo|m_8OYQD03#@vxkE@8CG2Jn>wl}3I`j#oX<+dcF zTj?8Yjs`Wae&iL)u=r%~{EfDZ+a@t2_r2*7JC&}}xJ4hd)M#f-!<(jci`(t>`3mMe zWw}wrlw--b%^~LY%xfEFys62E=bdu8p>}p+kYQzJ-{g%(U)KKifBWp+Gre!xOG5RU z|LQLlJycjK*}c)nKJB&~L$s&INBLTaKce{>AfxkEwGPtr^z?VQTOLe#U?{^7&DZdh zzrz0Hg1@^x+1}juGZJI`Y_2|Y-v6kR^@fo-peo3Q^@dQ>ZbH8XPSL7;qWj96B(~X} z+LycfRm+s-$VW+!YNoyXxPIyn@zuN5f`aF|>m8N2NG{;)^!K4&5?I_>5;z8^G%wu9&R z{!O1(B;DpW*l5XbCm8{Dez5z=BF}5vL>^3f^CfA=FNwY9J^pmxKLc($d|dzZ2V~5$-CFHu z$wG_2iIOdS9UursNK3Mu)0sNO=?-+HlK)s z9am0X)8Bd2>)xtEil^#U-V1%zr?XAk`?=ob$MM=9*I)f{U8n&xAgl*o&hj|^X61$% z!Jin_*6DqE=aek z*I5ix+79xBEX`=x@b2g|E7hxa_s`FtRrN1h^}p-+n1fEA<4^z82QNr@%4}VpXL8=- zpESFt@idV5`lo-c|C{jt*8Gq0zm5NOKfC{A|F-A*!#>6T;n=*W^_#@GdQeyOgT%S| z)aQu-H$rFKSfn+1eu5E5MECjrZ5uMvHk{W>nRQWq=7ws^(=Ymc#6GT{k-AJ?Ew;aY z?vuq4?A5H?wkHjKw*J+gp7`mUwY@``*$Zj!rJfo0e@r=TajstW`ToAo@$5C*euOQ$ zx-`bwzuWWO^iAcZRz>T4S#NGxfB#hag?&pGUw1Q|_R;D`<(JPo3$OlNVLbV~<{5Fd z>&yx2j0W#C!!}6#;9)-in=RdQtfOj{pjuvGh4X<HjAe5etUVb0t}+L$`uH-a zIb=`3-=J@$yQdtU6jkv4_R^+X=@TTxzn984{neVke7aiAyjQz#vP^E)POQtg^p)X; zCqoba)}~gwvrjA-z(ZB377WwoE)Tr6qo%5s^C%}M<+I!0-5JwcPJJr{*2A z>#v*h{-DkE&++O%^_OX`%~)vL_BsCePe{f||JwP6dHy=T16Dsu=lr(<2LxZi>)WNC zxAwstn#!qR^gPM#|K_u2v^eJcLL zY2CFq0ydWV%>ByoTrV{~y!VdQ<;w6_pIGD4?B8P1vs0qCttj=7mHTTGKmF~FjGE2< zo1@EnUjJM_`H%QV@bW>6|EZuBeY(Z}sdL*6qGqt%HD%lXZf?e++BW8d{d51it;zVn;y2>)isA0Y9dMJ)i3!g`{;;0c4@$y4kFMO{48%IU=6@XPMl1 zxBwI&Q|%u}Z}$21P-k+T#pxygElz&{1!Q;Meo#dWP1cg2WS#qY)m*n}jNg8^{$K$$ zK){;!Kk)6S()?|e9rF0i?Y$O>1;T8%^ivD%S}y1vS-W-v&!ffi8DhzcFMr{<;mOjo zTr~{T(-hpGEC3z9`c=eRB?Q=4%!_94_1q{suWa&C&McE9(|$zOd~KaE z-Grl&k@0rQt=PL)vu_1@yfwVAH}cMdhih_& z!Se>Gk_-tyOTNm-R`)z-xKYgT#**P1N6hBlQofE-<|&~IUwhyFt$N+Ipv>@Rnc$31 z5*zXb_E=5lRXw_5-M8u~d)NQo9&{^A`^ltb zzw$iBtaPj^Kz#;JOxx%9^FPUWct0GTlmKQ_!%D>_w6+JIgg>*v%%0g0W`C` zhlOP_G**7M9yC#2zpMC18mPdKBOmCLo~-gq&+itUXm^D))}R_?v$zs+GZu6#TfG<8_~oNc*UYiF+ThB7I> zM%(rS^PCg-FMNG{Xla<~vU6Q>^S=juTi2HrV?A)%O?78=y6Z91~To<@e%<;yOB@H%|aXt1;!XiNdiya5UZi8jM$uLzn zY}sk$wcG8s?%OpzWs)aeeqH-7f49)?kJAaI}gr5=BVY|$e4lkYVEDf|#e#PP*`V^GlP8YDfv1I=Cu>G>nkB27B z-`+2i^fCJP%;d6ig1(@ETvH^dE$h#OaNyoY2hv%X_+G9144(ZI-0+;^26Kt;#odp@ zUPrNZbg-uBUtQqmuJ$a<{NhmwHdloM`;J}nUcGh3YwahzYSV0Y{da3vott-i=es$o zzkK)`_qH6Uuqp<{UCZTtJD@$V*itqS#p%eDBZ^Wz&z!I^MV`xFy8+#e*T&kYy4A8=GkuwmG^sP&TsQYI=4Iqzi`YyD=8jamVVj0F>)3?uuAi&H7VdjsRjge-Ia?-sFQ?{D)_ysA=FgrMeR7wDA1H7d>}%GJ%IJT{ zVo|^ZS^D7l*1_(;A-z=z2RYT4ArdkQkFRa{wg2MOvchvl9CZipUGF?`_mi`)7MxVM%=|!svETxO1*j_`eu82=+xE-xu3)y&;x~KG zE}gYKKFe_7?~C6y>eO{^yZa>g&!0OfFBl6ZFi33t0`4;~@Y!%eR^cr6O89eN`RdvH zbLWU#{O6tXpY2>d^QZgedXMW~7-jrFmwKnZc;>wSY$xkKGMyLI-Ez9%A7YY-@9|!K zgO$RDZgapT-{<=Wey;z+y8lm5P+{iE>geeqjjOzGUhgf<{5ofPS>KIEGL`*rvNK}u z^T=m=bnpI@p74HEq<3=0&G;kfRSYsJ417`y+}yQRss#)(9ETtSRhGS345ycCvu=L~ zDVOda_?gdeFG_vJ1+9BG-qap>a?|@}^z0<(z#%}o~y{DJ2mhN|CIP)?8!4LC- zKic&NW;c8b`c_(|xow?H>AMxtYgs*Cua(;IAojMYbog_g_6@%Szg_N-sa^JbzvHL) zJLPLYLzwD}?4bGvwAg0nMHA(D>q1*E*&Y6w|KN{#!9VT#1Lk3B2R7%2tEK)=OLh94 zzs|?@AFt4VC7lRRGg)zq{=KTlYr&g2q+{nO`Q+4cvR~vmzQ6JD{R1EK8SYtiTm1jY z^C(8l@cyoPDMNea-=0T$>@I)4ukcg9>K`~}k*f6H22I9I@2=%eJ~xX~hJl^0ftmfl zC-FZ~K?Muv%5MC+wy&;WwYUjKsV&#KcRsHUUHlhp&8x<%zqVwN|9|bvD}$|=l^$H$ zXSg)!_S3-2pEWnC9|#mmSd+1DQR^p3P{#5W2KNe<2f8h<+4bw#D-MeyCK*e{zBvr; z3cJ28UGsmk7f*IWF`?OybE`I?@Us!i>?%o1DvYWyzSrFE@! zedvuY?>TBE$K)8@I~zXsL6RB^v|rAmW6hseaCeEp%J*hb!#CJ0$z0pS`K^oMc8c(!@>iBokoVz{b^{chN*RNi08lSo#HsH%ANt^R3DQ@#$N)}Av zvB+YRv1CpIkKr@Vf5;P2W~U>k>$AqYg5fzhe{#rJvh?}wy|z)*ET=sEx#L#J4d!ce zl2*&csq=;&{c-K?_V?ab^PRrVn!;B3IN^Pc*4yfx+V_4ZERR=DKHso7#jB_2UpC@Yv zhxJZRVi&biHoDtZ>vh-gssP97HMYBci%kB0ar@_O%gz)xB=7= z#ZG_O6C)+o8-3@}-On{BgF{wg>gk?GXY1vfB@dg#?F(g=)3-lWC#ApmJj4uj?(hu~ zKE^VPo3DX)A}O@@9DK`e7kjtymCx!Ef(1`FEQ(lU7|EQgNhag+t)gz zdv3e?VY`LS!!rI||GoaN{T%MME9=(cH@A1b33&W5=DPRw>kN+lFF6aQut+RFC91pS z_y?8*wR{DBn>OKuo0T%5(&B1g<5>^S1$z^eUZ?GUF#Y_&_E$Sf=XllbE`2$nqve{O zUTaKKxn4rnwY6_v@7oyrBqe7zYw3>DZL0)#%09_^Szl?$bY|gYh*u{61})gKVCu7B zg_NnESKR5T*(LJv_dU>f>O&S#zSz$m^M5A~`?2P!olK7pp8DdOz@s<0ifPV+MJB!t z!V5Qm*BDGaz2TbmbpF2|e&qjRRMWK$tIzb3VN~yH5OzPnIpMX=qd%`r63#O}i@tfe z;pfG>=b6$AoP z7zAcbuVR{`!g%afjCKUiGRb+Y;8pgZ%@RUlT)z)2&n|b#p8k-*qL5*Z1%uxVmN(9^ zTv==6Uh6bpP0-8DFZO%Omy+y#@O{vBqjI&`n~s!SF57(}^MPT4{N~T5L7P;UNIbhg zGw6K%ouJ3rq)@-zR@pYVST@$3He z|6O%G<~eh>&*PwPX_1?9k3RPG-Y#`vPs^SiiAmFI{kDnDy{^}M{;@ajhg)B#dmDY` zn!A$yfG1PJ9MD9C-eJ&?*aUXH!;Bl=*sQLykxvL(Ug;A78W=W~VNmC508Q+QM{h6F z?Y^Y%cGYzEl)a@3+0HD@oiqJKK}lY2{No!kujT}<>bKMp{-N{x+%u!)FcB@D`f@hH=sPO|`CKW6xBcG7;Rn}a62G5)}Q4Su#5pPU@HF>S=EiSA0+?sATckXlxCO=5xN@LtVJN?6} z9p#^Wem%6A{O_^NW#5wbZMXs{&=j^|U)ilqTrInre}Vf?9CIvK{1`HO zGb6W~ZqoJMBw-tO>R#Iop(8n`=X-N9FNnUmyDWJ|{2qN?R;53cCI8?4>F$1e=}Oqe zoT^(2UwJG%*?NM(t3o)I)qVu64hNOfYi~u@HF)yce|*&jZuKe_JQ4t{g?-CBIdl50 zUjlOuZswo9t-rKhH0Z<5TERoL57)lAo!)k(PxQL{Ev>5=^BFl}rf-n?w@l#FrBx#5 zYt+6ASa|n!Y4&SJY0N(t}LG#qW2i`Nl45KM?7ZU=zIqG?l^EXnb%7bYc72b8UQ$ zt)1ms(Z9i~<-n#g#NOBSP557y$@F`>xA3?BXP0V%T*T4SsR~}Ll6e5ObpNwd?5m}o zGa}xzAN_0uUW0H(vmh*UyQ*I1&s|SaE4 zWtrS~ya3|B%*+jin!htQd_14ZAayz6<;8EC6F6%jzO3N{kFIGuZn!3$zZVogcUL^A zm=<|p)rqIz;!VV&m}^est6wQGvVY0~9i=1R8hbR>?!Kd-yKL%w`8nHJf4^}0y7o%b zf{ZIuL;By{-*Mwz1J~Pk7RLXV%&q2{qsn@$W*&IXo(o*tpD*CjvHqSKV59HNwMJ+H zxT*#R1yAPQ{Kb-IUe}7Bb%=X^JA-ZINAtxq!D}r(CZ7Q{ekwE*)F6|lcit_#q^B&m z@10=DBcEqH7R79HESb+8$hgmH9C71etO0Z6vG+}q2LJO6E-OFK5j2=55qHtan#Z5% z9H{gFtxlhOIO(PQkCKatxo?Dh*!T`}7Cd9IU|v`&ecB=H{p|?0S8V%xQ#YLZV4gfv zjv<}1VdJF(pal*V4Ch!L=7G18#Tyxj@9X^3SNaO7Qa{K%I8zMk>^R=)so6E*!|W5_5vL#K#eZfqZr|6N z!tfkKi0|)BS@1vK&1mWI{jQJV|0L{M)LJB|wtvT-#x=2RC)vy9g(mj$8)UNjd`(|= z=wtrFAKMH5L^J$9wqEA$t~*x*L$@==o!V#R-CJ?1^L5sI!*hGK?)Be!_k~DT_t*cI zUskUAAECUu?90*{cc$NSoB#4>{=`4qGyX+$H2*#ORQ%ie+BS7YVr10|n0V0gS&hcYHjbeqdgkcmKBet==z;Z5j0@F({YDgSye`2U-oF&HK&r zE(bon>^dB52kt{KKRCo#z_{RdSte7$pR&wDTEg$AslE9>+dG)Qp_}DEgn1?__wv}b zbVl)ctdM@5YJZs8Ox884lIQ>V{`aT4e{9?5`%HVT-rTl2_vokn@2s!uF-Pv|&Mvpw zdgWuxa`m}$*uUM|9&I|kOg4{uODPkJU4QAiswB_CpH^Asr8DRK7du(s{cL}$0cdWd zO!8bkWF6C;=?58e6O)|fL{{p9{mK1&KkE;jUO&Cm^NS}(-<+Lxl}qmVggwU(bM|k` z4^P-qcaZZjp7Y=6Cxc}hxC{Zs?dGAW^&ad5mvovQI&&es<>X`ZecJ7~x zsZ~rdDvZY}KqEg!b0D)XMspZWpSyka$*pvj`>}1a)%qH^-4C=XKbTZ!aW*07{q9UQ z@8A1or(LR_omRyXqr!Bo{t_sse+WX9c-suJ=TBVP5Gwi)T-Hk#JmdkD_4l^!UYlFH zG5Vf`+Vr?n`&w=2tE!g#ot4G*ndb?^^DAYkYt1%(?_=0I zk5T+&L*X{?oM8HaR%6J*QonP2G0RTO%m`StxqvOkf?014qj zWhJlY-_(s$Z4Vw2+`dg;_p5#Tt;()fUp_8=vs(Pxf}MJG-VxJMe-&;zcIE$bqqqAx zrU&v!=v+u$@#oPewoOHnTJkq4cc(Dby3N|6yn_1|&x{4<|4dc4Q%-$q{DE7+CNP8T ztf5t)T{G{phbRAkm)tVHE&PS?vhR`yJwn%kM`AUYmqBXig>v^^6}Zj161#5S&9GTK zHEl)-n*24-)P24OfmRW0sTV(|@%w$NajE#d-#tEyk3s@8fXxTAgZc#Xe8DefB6H34 zd|%b{&i~=}#`QN(>VY7+A3a)cqs2Ys=j49>^V0kJ#eKClIy?JT7OEb#CYwLbJU6A*!YB}en zOc6FV?zbi)%;3cmCL+wv&riPSoouo)u|-co$(PN~*>J-Yc0cB$3itH<8Zz(e`6c`> zD?Ie-$o-f(N$-t~{KbNULG_=rp}|!13G8;xh6W{ed>Jmf9Wic>22T&vKV5k~fRAVY z0@)?;i}=49dYv{C}NWg#f% zYp_rIbRe~1_ce|~;*-5jFYWo^_~X(y(_fKd*NgO|*GRG)4B%F}e)No`^y2*1#Lz>c zx3wOsdIBGQ*}Kll0s!w(W&jVqxG_bW>lFZG<#w4(TT!^=QE z@Vb|$2R?A`6FjG2UMGI8;qUDNw%5Y-`g06z+0DAYNS^|Pt*d@36Ew@;*p|&qi1~5k3{ZuAAxK~gWZUJJ!~M%7CvwF! z`+w~W0%eNigu{j#7=5fe<^JvDnO2r?@ci1hnIArD{LcK)tamv$L0Qw_ofUYMu;zw^ zGY^D-HvG;BUAURQX4jK1g1MPSA0+r1dD{2;W@STcT_!%*$l@cj9I<&`-T z^veo9wF@anFz{48pWSpb?8!-Io$l|G1l-634nqix8tLph$emT31#bK)^ZMgo5P$R?o>wY&6=eWI8FZB+-=V}ZWOb; zv1IzzP}0q3y0g1*Rn7Ld(aaaRgHwKLzh1h4`|X>x=?pKk95b$e>52A|dw;lA|I4M7 z+I~Ulp6Bj#SKw14eCt)pz`TP8BL&tz2IeIp>zMwnyS-$$TvV z9lNhEas3osB_nUKWe-Ix3b<_Qn|?R4ec8^;`y!uR>dODJ1(KQtGaR+G*=pNg(*Asc(}6dx@c_7b}aXmwAPw* z3%0a}vWK|O7x37WuRCtPCS9q=xa^^b1v?*PM_fU|tSffC^VGMlZ~dpV^6zWO2M5AE zEvwR=97ue2;0IH_bL&^0wH$`+xk6{6ZpYuCgtj~?AQ>+9~XeEwJ5s?bu0o~!qk_E!DmouU*r@ruitfSiYtISan8fBxu* z-pP~U?_T{oDd5H@lg8Jx{}Qk0HRCzV>`q1H_kKNC>(9}i)U~~?S>Q$d1qOl z-dEt%T=z-RuZbDFaqy?`o&EVvfA9WQyKsMBKGWa)`{u2JEbWpk$*I#ome*(-aK9Ib zt7vO}u=Der+?~H7m0tV%+>q1QIPW2J@1NV=s*rN+BWC;D{$)!(*rNDSa;nZr|G@JR zrzQB-oPPGgNptO^gTJ@e&IySvy~iF|{7r1Vu5r-=gW`lGH$mCXf*l+erwjOO%I94^ zWhDHB_nF0aX4PxZ-HAC@eN}&HbSus*i8;WP>%aKC-Y=O=e_~@lu3js!p#0Lx%PZGh znX^aY+#R(J-9P6y7CsLuj$?cHTBSneV4~W=A96X)t);vm&n8?0hvD%Zw;YT;zx3>} zT_I$_$v20E-LHxH&Az?f8EHRjos3`CPrSgu`7hN;*j-2_U8rX^qj`wL`3)b$Th^vW z{CMzC_|Vmuz;C_&>ib1@U+a@$ap!ANWwv`*zY{i4R*Y4}6lC-GGFk<^N zN9`r&ck{hI-1lc)?>zbS1=qgg^|$2%yeH+XbY1`b?oE2RFW9{YIRXhAyX<=ZFph1E*V zoM?P}rg8Dp0~6n~_0^agWP^6p^UuFgX_P;CpQF&BM@3H}H*Mf~eqdtp1CBY{o(6qw z>Juorvw@TMMeOTMyRs%_y4-y>ch6UzIMwgQN+WmkGv6BcD}S$&bjs8V^}N@;SDN{&r#J^7R)g;kh^v#Ako*^nh;gOPm(DQ>QFz3yJdiRK95)V=a%P8o%VUs>`P~ zh+Rnd@3%g*bCS_Zt*VU$hyGRP#=e*B_GB}ye>-y`^YWR@kF!dcTj$ObdVXNd*K>#2 z`R5CqI~sSF#ee$Qt0DXobaW0|7Ce%%_{p!^yx`k8qa6popELS*U&pxVfk|_MN-wDR z`O)^kCEy)I@3!;@`#-+)IxKF6(92kM^^l0?KU)o+W0%AHSAUOsu`_-7$+eyhac=83 z{CJ*`!vCxIjb#0W(|1%}&(pXZ`O@@i&E6s}Wez`M4nHv#^?k}STK89gT1O@_Ea&IG z?(Mo}D*WuKQQI}sIV|ds066hF^xDtsrU8Bt-p)rB%vRrYFDWyY`NfQ7XY&`AZ+bD^ zGd5?=?st2;uCJ4fESMEput~?FP;3szIz(mueRc7_$u9ZQ+j`UrCFWT0_{p%HpZ}m= zXLIS=*etD;(~c&3U0|<$y0BcLMT0x@jCs7<`r^pRsvGt>bI8U|+mri0GW*oYAiw;O z6%TJ2D|7i7a~*r!0j?>z{A&Cm`E|#ZqgB;GEa_#B?Hx94;88!=Ir+g9dzp+4C5P`i zOtzQF__UwTM489Wn8#0yO`We<_~F+0J)o1^Y-(n;ukYUOH`%3bemC#D&chFmBo;g} zuwcBayYtj9U(cwml20zbSbTZ=tf<50U+0OjhdIo5E`DVAb4Kibm+nTkj19ru?t4GE zU->2V_mZhHpPw<`vBM$KT5Ga@Y)cTkr?{tp_xQo$=T~n^Yo>S36Wf%dUnn!jg3nKe z{rr4~e_pm8ezQ}3R(Qn~{QYmDyXg=ABzy6hth0U`zqGf7Vdv{*XIG@IwvKcEu&rqC zUe#{%=VQkl zTVV(acX5EvWBQ~?(nS({K!W>J1 za|}7E?@K0G|5D;x*KIU!#q|BP9UEVnwf9N9N`0bPIrr2oo#$H{eOny$V_$y_@QiPr zRCvSpXBwfF6uw`lm#4CIqUe;@ z7W3_T?L>5KUL^;232p4Td-_$ju(8?Rq&05sw_o0Kd;hets9b5P|<9|y!ymAsWsJt_uL$|=l&UQFTZ#%^n7~eLE-1y zFUG5#%a}Eh?fFc$$4n{Ct){&9Wx#u34<24#SuuHiO|#02?bmj-U4C#Tv*4MD#p8E( zcQ-Dpv$&8@`fzvSvVXT7j1N7qIs70evEZ4(jMn`Mdn7V`yh{+XQ(O}ou_krd^4H4* zK-K^00b;g+{m*WC&1i>Z#H6LyX2togRa{$}F`asKx|9w0ZZ`u0H{v)`lZm##`+n%ZmH?CH@;B7ZKcJkB> zpG`|7*>miebra7n+}HEgetDJdp%0$-bGg%++>*EzMTdX;Ub@PXF z*7l$-+4QCH>Yf+0<<@3f@aRGI1LoYDyV-Ad5!2pjFSV*BFMYB#^qAD{-eoiH9??AQ zpuBqFy+e=gS^Qy~UTM55E#+Wp+QFln9vm`f7vE<&qZQgCf78A7@}CcziZ-5pdnmBr zA!u`148z-BQk&nahTi?y!YVe;P5-gO6>qQ2KbBeF+4gI`QhW4pemvmy1w+Z(v_uhTcY5(B5^4X5&(>=|G_wNNH`W`MUcxW-Bm0!+IG3IlU z_s>5ir(bX5K7O$E@qDpFGJkKVi=Z3iN$dA|K%@B zkUbn}@cIv^!#v%wEOBOK`UaKGYesWe#m_Zyrypc3XKQ~@bvY@xD(HYBL&YqysEyl} z>qypIjgA&y$5`9@YP!biJjo>n#dXnp_uadC_F(MiPbGV+q%sR;W*U4t%qx1$6ue;) zTp}I1JH_cYn`=SZY*2Q(Tp$%=!K>$xy;$trMAKC|MO9uE-(F=(J^63nqx3oQZ=_J< z`2(@Ve$QsE&=+_zztFMyW8)XT^uq4*yLQ_ydwu)yDM%Xi{?^9zS_&Ll9QrYbD?i++ z%lXw6|42dCf9>OWlln2*Z5E0((9S2O!^!qkWH&rC{P4wbqc`r&;y zATj3fp?HC9$-I!ZyZ&dBWi#imE32vh&d_P<`_yAckxEQq{Rdya=3letuszvs$@`*y z_T?)R*{;uI3-@kTZ@pU`YRS894%_By?D@5i7JuERVPfm~Wzmh+R13a!GVI}f&8u(9 z)l9$a(0zLj+t+eS-dFWAFJGC+aeXGoW1Za#5AA9bPP_&ipP4!F?d?-m`TTK-vrcsu zJaySoq!iP5;GUZ4g$HIU8UN-6HS>RYy<}OR$BuIz67D~EMX#B)+^YL{%{sppG_tUK z+YX`fNiA>0(gn5L4^35mcxqz7*4u^e*=GNEm>_H~lT+aQQJ;ObAm?>S&hYLQZIBv- z<<*)e%{`h@PIn({Gk$n#X2DaR9f$tK-d72px_@Qf>Vv;J{guU=E$8n(?Rr@>y*!~Y zu5Hsg%?UF$xqP1YDEG_0D>~P>9FOg_x!2J%O|r3IZli(N)_Vbox`!JP-GRH;|MO0| zAbjm@J*aEs*P^X{NR;8t`L##&PIhTz%hv5?=axE=qt?e+<(sOPR``39y+iODp{uEr z^2K%L{5RvBbZt7vFRsu(!kn&;*}sc-+bMlqZGs@ZJQD}`^R9XV8b?9h%4w;d8U7CeoZ z(OQ1*Cul%H@9~c$PSeE1wbALhhe0wsigaS^j~)8ztkd)B_L^t+Hx$TjESS5|U>fh8 zfW+9t-W;1@F))3HMWUsrQ&+^6cZ`!-vn|Be&EW>MSmRnJ&MN-&{rtH-igi+Zv)3+J zbL7~`00Hs!yEZyz%=!>6zw6$OM&nPnO-@8zySRN?N?no8MoEwz1zRI3f^-Uaj~~+6 z<6QAjs;~9=x!0@q{Z*Nm!<21i8;}$WaiLP{(#qqPO(w`hEYUq0H0h78xHIn`2H%#= zX-;dW?TM;*oLVa0DLi9YZ^(|bAri0m=dUnWmiSPgYE@-Mj0`mY!QrSGSloJv3`hbXhH}wIA zk!|+9Nl!FBv0l8)cFnZ7`I$=YBpr{;2|e}GJ$ zO6zL%e@#ERsZB5Lo#OJ>6VqA_<+dH#(Ot{j8e3xSRJ*_8_1t!FfqnVWhs%FTHq~sM zx1hw)qINkmS3Da=kfZ?4PJ()XWetFpJ}=<(@p12noiH_esE}XfrqVT zv?V{>`B_YyHBsGj3TGB5QAmSBY$VI~F2&46U1&Y>mCS_u3Jo*>~qJYrKAXUe;UBTP}b6_V?Iy z?2gKubhcwh;?9NJFTQRycr<;%%x&`LKP*glQ@N9-(zDdUEFfaX^&fr@kCk(61~-4Q zBRA~*`S9pFMm%RLh1jH*$-Pn^a$mwELl6<%i!i zh4SQ;68|u6_dL5_@u8j4Lp$Y%X%h>cdqDcY8%%k*=ik^_m6_S`Gb2{i9gTk=@^UmWmq)Zg8HiLhvqUr z%xfq(_3^opmuI2$x^MHAHP-OPobVJo;@91DV+z}sgWk_B7hnAwy;Sei^2WIJ&6)R( zPO9(Aj@jq>LRsLQvB0s(plq6MApp*%=L-~U%I|$zbnAr5#lsBWbe*2N>?l^cV<|Y# z{@{Fx$Nn3u_WoEbTEqU=Rm?Rya@csSceU^W%BVZTSzcr~5-(z9X{;)TvQF zvRfO3T$rUjdPbL-~G(_>-S5}FWWB*+nmo|zI-Cb_n92Y zN!vg@f_&jL*toub-bb;-Ng1iWyK7#_aF+MASi2vR6VBGyJ#K%hdVl8b<7>yvtw+u6Vo!GO z=CD>jG*|fHxz2*~FB&zBnRnJ9u(Lqj2U<8@zna?e`EqFS+;`v+ONBd@0`u$-=-UL_ zf91*hwfD2nU-R=lE<4VNU1<(+?{vR91ryio1W?7qk*me|kx zKeT2)+fc|`(_|lajM39-_WH9s`y{Vjel@vAd|g?jRQJP;A@@(eDz)kTAOH5=OzYBn zZt+QfcWzW<)eV}suI$~(I~G-GNy`LRz5<1YQ!c1*-fjo#N~oST&3+fDq%Bs{`=8%2W=O4DF|7oB1QND^z@crEMKl>}ydgjeMt^c6yJ7~O9g!6pjUgz#T zJc(78yO%g!oH^y#7LG|1MI@J`-k98a{p!g(FD|{9RVl73bQ#oaFPUt>`(7Y!N1IaO zi#^r9r4pwdd9b1CGPCM6QxQ-=WZStMx}k6~$>W(?q}}PJ-4B{xr`9*DVL#Hp>*uoU zyxlVv{Nv>8{_l4E$xTx>&gMhA+LRKdz++jihb~m=O?!7%$ad{6iEItwfAK#qnNHz6 ztp1}n`&0Wm!>5h!V?LkGJ@I0e(XO<6?%m3_K)Ll)%kvLPYZv;=X!GaT&U&wTxp4H% z?f#on5~aFYo_{!GV%)g*jLrWlwhrC1bK=ANjh}D78lQSDW2RNqvUAf6T_i-V8BO6h z|FAVxLvYzc;X|LaqaxDO4)JDlf(ua9L&X(|l53a*XZ1d*?|DUR^d_mbo}HEv-u=88r6b3NlHm zt0nVC%Lblx-J;*Wl<3}$)=58k$OIg2nH%P8NC}Polpx=AZ)Q?iVq)`znx4Sb1#YqS zx?%nY=D0=%i?hEF7Z1~4oanVhqn4(eqguIaBJgxp;_@v=?1;>l^e=8XX@~O zYdQIk-5S*BgHA&(Psm)@Ko6 z(+=t$efj*Ko~O;G^K!NyjCi;Bl)f`Mv?Hqd_^v7Wi_dS;(ePF5y>?&PKpbjA#JOzd zqe*if+Q8f4^ETURntL}bn}5w@4tw>vX4~fnKdb*(Y_9$FUH!MI<@+BTT#&ymbiM2M zC-1e4r)=eUkUT$F&-K$&z5gp8O0M6YyI{HP=F^t1|DN3$mn+a$2lhuqeGVwPo*$ei za2MJd>$)q!=zra3?`}rP|8|O_V>d%0R3cqIC zhdZIw$F!r`Ek9qDq-~h@5OkU@==@>%jklI(7Hro(^rvBWtl%^Dn58!}W(l(WmSlU( z*~u%?eY5j$f*9!JcK-R#9^PhR^Pi+pzv}3lBZ(WHgN>MYwTrb&?$vc4rQ2O@Hxyp% z)zZzn^sxEj{+@kVf9JkRnHeXw??e6VFzL?rReVU}_hWVZbN$Yt#(VSNB!Wu$q#-q|KW7(X5Tt*QJ?I#ILlXiCtvM9uloA; z@ut^@reAz6RmyPr)x4;_B17}UogGh9kA6Ei^;OYsn||rP9Zi3Gnm+Ej2`cbfuGM|~ z0GV3oGmTtjZokJ|+{t!>@M}r%xw!l4tWI6wcc1y|qDFIdf4$|Y9+?~GWhCzJ%wMsg z@1e|%Vm`=_?6u^^YlfFEpESw8Z(ez>(f0X)dBq9*Gp=1n6?4 zI=knY>Q+gQIieLcI`V&7rc%RLG=&MQcmm*uS3 zuxz1qb7lpk*Kk^5p8;=PP27?LGAz}6O}6X@Z9TjA z9&=Ch$~d?6`n+GnOlE#7n*4NvDesHD_w3b-+RV|0X_#0v3sn^WO{y}vG~DH;e>x1B66IW=P~T6ANIf$J{qfh;O>9y(kc2H)PVPWTMYW{!4_@DFn2ge>;pZ`(+ z`3y(XVVKQ@zjpt}$CkyG&%sqcc#57QOLg*D)t7G;hA!5b zZ^)}M{p`|f5u5HUOPKs1!HjKpOpMPYj;jstz3#c`-`p|pt8Y~7>S?Eg{~PuwSe#Li zct80TXqrsh^};pq$U>&vzMI7E78woPXD5L@?9#iBsSroPGEbKm(*NuO4F7qxO8 zzkDLLcU@V$SN6Yj=Z#-^zTA(xv_0g}mZ;ZCix0{xyzAPv-*)PQY@X>V7CkB!XH+EQ zvq2dVJcBJ}SMj5z;4Emgt>o9*P4mF!%UE#Evp?V)_S>Xt-qn3;{%NiL`&v@va(Jd? zRT|5|#I%(h56nX%&R@`engNY!_h97@((?CQt2q@*l57uK7Cex#cyj*O%s($Jnp-vA z9h>>5|M3}*ro%o>8#kO|>pFU=b22P1-q;y8FU8lmFz#ftI5V&N!N$c84g`Mq!}-re z_l4A#l!x&qD zXWw6TF!ff?I?2p}8JPxs_oOw%lzEpQgtaF>hl#Nls(0$dh_`DoA3xam_`!j~f&;O; zWB)CwQeK;VF6Q$eldAb!?oB+s@#hn*cQzH0d$kRJ%`^G!=~tWV%Y6NI>dcF~KA-)+ z$8*P>wc>74GHFsh`!Dl~a9{qAi?C$Zt%sJLPG*zXJ;athw6G|Uk@?lW?4|syW%XIJ z{`oKKROah5<~vqW?c8d}3z-Pb22X^}{Ju8x(H`9$I($~Hea*_p4^Djifa6Q3P~Wd& z>%MD#N4`7xFD_S_Vqe>7pZeBTZc5!vwx!-xLQci8c5fa%6U|YO<90o-^iTT`Jv(7qhnVz}eN5rO_jo$vx<~41f8m^muzxaZd+tpZp6NpEW zwt=QhE%?$NLaGFv{QD&5@|K#}7^v7X0aWXXnf8S03+nUij_zM~&-* za!t;5G(YwUDJRMKII4=bzY9HYnR4gRr){4mMV(PR zHRWZktcHM9+LD8X%MSj~Gz*D1jx_AN&hMdLSDxODiUj#<1~P2!e9h0FPj3x4ZF`Ez z@1ND`=GzM8OMk3kJyrbG$YJfKnL8Wj?Y{i#Af618> zO^?qs74H7k#`RjFDI3&~Zs))Elk?$)OOKXbR=Fsh@V5KZiO7N{Iu=D@GKJ9_Chwnk zxtC+-Z12eVZs#vgo__Iu!GZ6K8htz#KDm;*cW%<|Csl=DM_2r-0WES_j>tcCI}2v5 zn|PY>M`tedds1 z@;iqfxjg+-qM0=B55vhrCSX4+ABdWF#V(h5-j#hm&8L@qTc7=5(XQ?-GQP%_9#~vX zsM)<06tR~docPWL8F6^}JJtNs8UO35`Wu!#G_WX=kg??HI}kT_pYWB{_rBa)cC^p- zio0ZA5dX@ot9wA4*R=&z(rG$ThmPd!W7^AIrLm_~OoeySnLm>*E)ir~F3I*d@I0^R zG2_k;xAgD9hJhtB-h46fOxfAHb*{X^#$}!|;CbhqyKe*CdM-8Xb9wPi%5pKk()H-V zuWYwxowc=HF+Fpox^8p4S5BMmp0)Q*zF$(hH`h!1MvU5_OqYY1ZU=WLSA!OJfewaE zfRwhT--YWRUsf&t^Bg?E#^oo&s(xN4IsEpD{abs|r)|tuzw-Z@5oFF>H$__GP4_7m zkB{Q~usUxi>($vRll=7ftX0o738x?I-28y$g=xh}8I}5uB)R-D2|Hiri{5cTUz@rm zr0$u2F#5GBI&afE`}dlxYZ(4+<9||G@$J)TZQV(a)v$m^+8Cm^S~WQHjFvU zbn%S;^30a6kXiX7o&~=qu&A@__6&<$tFruiX?gYiuG|9mriG3^QR+9YFB5M*{(4b( zrpm!gwSy-oJ#fi*Q@?>ZTPn_QMk#pZ-Sg0uTRerPJ^czhA@{={&J?o`MvmLWs!o6U zzBSU|)z{ncQRf!EzU{KRz-h0Z6ypm|DyT0nN~6Tk!hLVLLznf&Wy& z1EyE zJHBdmvQd~qMO1B8sCmV!i~#05;i|~J&rUn)T-%+`cYNvgtJmiXS5IPm$vW%0{@hO- z&7XOiKQ0CL1L_)O;4_@}f^uz*-)8A$7K)e`OU~ zH;05sin68o7Ou?{cwgl?r*^7l0C(d}^QjB?qq?+T_y$)!epTu=*fT=M*&WXAhPM=z^%?$cQpeNu)aov+21 z{g7py)s-Xs?X!M73=saGyF#+EU|yxcAy8>*!g3Qd*TgTs=dUk3-xenJ_2P!z7wX-_vUzVzob&bA_t$4bE0^r8T(ZGhD`|XL&;37ice3ty{q{(csr)-N zu|1aWrVF1wk@@*d=EtL#*}9G%ImG=dt*H>SIQF5ib$RX96*IjpMD8Sf0}V%kjWB+9 z=&kSjon=+2o(Gbe{TEOF;y_PWPKcTBZoKz;Vbt>D6OS;J25PhY*0yu?(33|zh4#kpanqRtlH-29g>~nOe9cP9 z^dj@A=jOZ3OLdig%0DZnw@To41lyNQt8{mzMwjO;k6Sf&@`A?qlj_CPch(o#ZuQ<4 z@8%bs=GV>61ZtcY_??b=zvnAxQcdp6<@#n7k>X>IKm%hI%XQ~m7Q3@`c8ZY4r|;iA z*Du(*?4yNVr`?PD!EG~-rdeGP4{tJArMNsVt#^B^-1O3#bCxH~^_FL!@0qdf%nY&n z0pR87Gqx4@oCdG&S;wa@@%z~F>}AIeGplf)F7S!ASf%6-)x3;yReMY}OXr!hq9H0a74*aVt!oc54m+EzQoHOnpDw%zem%4F*M%0EHJ z<}hQ_p923qd@Bi!^M_g zQuE|^cH=I%2j>)Ru~65+<-O3I$h!FtW@$fsClsTwYrk)SyHj+UQ}^pLpicN68)k0k zYSmQ7{+|z*|DN+ds*U;9A;#Q?4ci`kyS4kzwg($ZCf`p|eX#qFn11W;)H-XSJ4V7W zHVvB_lMK&%xW&_&^XzWrYfu+9W?$E|y*@%Gc_)0b3rMm(ESUF@qx>I>h3U=1>shzI zzvt__LGpW9R@1+FYt!DI?Pq$nM;wdhNC&MXustlP4_QgzzgpaJvP=G~cpu+6AH~j9 zaHsEKmB`7oSLd1hCpY`x_V50SuNx}6i|+|zSzo)+i>Xa#v5(g#Hm}G@2{Om;eXCsb z=UNm`;Jj6Brl_5J1^gL~88>^XedBmcL}EWO=79vkmf z`g_S(`O#YAM@P38gH|0@#Ik|b^?l%R-&6d&O5|=;+N14yI$r4@He1$Iwg=Is5}bbR_fH~q)4lPCIrO4XNp zH@#w6U(fb)J>s3$+qkl&&Q)lq?|}@`T@#;b{CxT3_urG|JnY$CbS&EP@m%`@wOl;E zZi`5K*{*5u?f+?!9en~j&Iw4wKgeCNVcJ6h@FHWK!-@s0N4mwM>zY-LGz9+vCrqvw zOV)L5m%=K~1%25aD=t1KtFBezMgYTx6ivd&dqjt zKJOQymRYZ#+TF2AdSI2Du;mlTh5PuYgSUKu22Xw;y?EVIXbVHPDev(EQkNdBm6YI{_Sd0%VQO?iQmc_*uGS5E)GMIuvZhR)L`Q6-nW z>a3@0FSjasU{#!;(k`vFCi911EGVoEc%L6Ae!eLtBE>|QJ?|N_ox>)O(A44wUDnCX ze^Rru?LE%RO=qjrvMW_Toi1tb6%muqRJGQ3Vt3fnDJhzYmX*=9U-e$8zS(!gW{d)5v1sgp2Tla6Me=XV982Muh|Nc{r&$(|4sparb(D6BJSnyP02h*~>XVVK-zst32 zb`^W~N%F~={b$nM_+rxeVszQp)vVX&u6L|3yZ~NN-I5(MM{(x-b9sCf4Ji*L`x>>6 z9}wMsE$iKdEstiTsCQrYU2r|>!&1?i4qtw7pWCCqTHk2KvtOT&-LZ^O+1DF4toC>zigfwg@N|_3I*<1aOBCbm@}+5(%-2P z?CW{Zb&u7%%r8;%19~Q>?wa_KnVVs6&pq#;+ebKliP_8$-}L_I=OrOg?>9ZmnPndj z8cfP%J7}>dAGBapVTa(9-H^3)x3ltQ%|91c`jr8^^xXVhqjbV8G4JUt5yn^Y;!?dOw|P#acdpsV=BJxaDI`t5bwQ!rchhFM2h;!TjO#a6X3sNbKjzgZ zt&t;i=1}~N{a<-F!ELBXpVs;qdp(ivelIR}quZ31{a|nN1F;J%HAPH+-#)n_U~=Eb zZ^8e+PfR8~Fq@oEvj(&VU=EAzOk}+1Hf(1GfxV%=wz6i^A9XN2Y$g z@^zKa?m(F@eyh2+iWU1rrC*L>+r=Nt8S8yE`)$T+i5qids$YJxaMYgpwCd-!mAxW6 z&WcFX?q7IFsx3GHJV2da>tvCknf+Qq<3+HF( zrh2K`33pub?@e~O+TJCt9=GlPtD^}ztBRc6gI z_HfnP3EKA&jOb~2{t}xv^BcE$u;hPm6Nfc#4wLzU1KT+bM3Q#+HWY6D7|X;n<>z(I z4<3!TeHsn3L4&M^HK9v7f*i?pUzpZHNvxx48QM{s!&h zgNIDmq^CzX@wsyE)_*6+x;J~$r7SJsBt27ozatO%FI0zZ;yIwYZQgoY^>$q9QF z7l8Ww#}DZ2fu!ik@w&6zTJ!ie^gR^VQOI$}f+cT<^o|qurq3^Etrop+VVB#y%Jij* zKIg&Am%CfjKgd~lCY$i)?X+&6erJELUHSU2UER~By?Y#L{a~hD&;z^R2WgrG>MGyt zZ!~`7$=(aGB(*Wo{QMbzaV?{DpwV!v_5*XBLF03sj?bFjU1gfor!RJE!S|=?8>cT^ z@IumRcNSCai>Qc;PjAgm(d=e=u!8^M&O4i)h3||LXLzs7^3Is$ofuO&Un8Wos;_fc z@xz@;|L()SlT}Wwzr1hZn>kG7evQ`456G^_yV~o!H8k?7Sj-dKUK=%iRG;d)RaD+>;|r7el^ON7qi8WAkiP`@SdBi*sjAWc)sp@$t)r-Z1nMjBQ2Uw5)!yYGrZxAx!J zUR_;s)snSWTz0;^dTo(rU6mKj z_aPB1U>&#US3!pFk_?Z7a~DLM@!lilqFz%0*^c`8iFo?M zXUoq^`cJk6Rm_Sd%U_uw`U&?%DStB|k zT${>C->OMHYPYPm<}c>oRP=kNy1~f|Vg1kdpZs|-lXHRB^lQdb{$2VY-g4H$IU2lS zbZ_GIGrpTuURvbXI=_7X|IqY#3%`ilHP)>c-J%+K{nU4<_;{OMI~QHHM_=}-=ys$( zQ(OH#@YB<8#WUl-Et8RYwYSI3=u_y-g}Zc~um3dj$)OiB4XTelh!2Q3e?j-a7T7e3 z_8)8Srj!$DXHC4t<}LhD&Zlo9Z1;ud+TXpOd0xG@5&n19xbTb59NXj{`WkD}HU7^% z++EoAjsdg)V3LYn+sv0Qe?3y$AGv7*&(Zy$1po(jT2{XI_NZE2xiy3B>&huJ=04fC zb4!NV;(a}Fmu8Bnew}(}U1>UZ>8$4~tJ;E}eNpgzByGNeV%UyD`9u>#w(P=8qQo6?RRc*WdKs})VCYyHg z#XPD9Olq8Vl1d;f=}sT%)V`9HXq?@hV8Xywx7GWVYUHmRDP;yKB? z=<3NEfs-mT8+e;6yw4{eTP3<>O>zSB2LE4qil&h>j^0`Ke5sYyvU7cgU&KYO8Gf-d z2d@j^S-Sti&b_A}NvkY$`{QK;TGj@Ml<2k7&wDqdzkjB>VE^{dLSoGSp6 zrN=J6NS$@@R%evUy{QeEH%`A2ef;djtcnF}ENAi;f8Qm$niD-Y`dP~zYMS+L>Sr|r{b&RfTFXUBI?dr*V{w5DVMTgx+XBi@#v?r9dAr#bGO zXZFf>nc;ooWm)=*r`zun?>@OpCo?r;bG*#gNvbD}Jn!62`LO!B&iVd7*Uy_Tdl<5R z;h~7O*8K`Ox`!cy7~Q`v{`mOkkkP!y@#jCTfBxe-^SQ6~s;qOa?=?Oum*%whvNPwp zSG7*RCNbtuuA9lG_`)o4?JnicwGSWWFTO75uVz;{>&jNKUrW>7{=H8B_geS=*Or6- z*sV9rTe!PE^Eo?c_iW6^`<_CdUd?TM{^xq}zt@)kzaEHg{v235Q{yuGzN|W_oomwS zx~_PyTXX$pwBF;w?FARSHW;;U4Pu)1q&|A@bV>cTxMiuW^8~cy@)9pXvyZ@*D zd+q+~b^5RFYH-3X_;nhz&uZGkFXiv{RMlMm&MWly+f9}m#eZH~{`)HPzv{qdUw@}B zQgg!YZ259sdG6YMFV7n6d(kWUEY<8)s$Y@)%{5{&TqjcRZ~MRK_o><3Mo*>|UU5F% z^X2;aFXAuHgIa@8j7_k@&_<{0%K1qPQd!rgTKxSw=U;wLhD!6;pK;WD8q=ZTYpN zbXl?9B;yyionK4dNSrhG^4mpzMN&)K%Gg;aQp63~v&J*Rmd% zCvflo2hbKGfw&oM%nx>cmU@$SE^^U#&l!h(KntS$8f?`M$aUmhlV+cCddqy@!fPfG z#!g1Ud-a0(KR=H7W>h4(yG!h>wxfTF-VL5t(J%f!Pr7|0RkXbHg2K;<48LbGJl6gR zUPHoAz3czBKBK`uH}jB);{tBKk48hs{N7Ewd1ec1#In}bR14^l7Pdm+`%>?`$lunp_+Q>> zi&ym>$}#CZt;6=@Mupo&Tp%A+PdIUgModrFF~$ zZhUucoE#1Ap@Fh<$u_4)IzKBt^KB2G%zg00te{AmVePr^{~~$Vf9*tL$j9_5q*0u=w_Yi*NsM))}5#!hd|` zmxmUU|K-k+yqG)VqOP8yd4SF_$$iD3!5eVxP#L&OeBQciNAI;BfZ3j)p4YiBqi%J@ zR=vJ;tSWnb^Tq#pwjMPsYZrO(mB~DOb;YvZdFPJrUmKUB?OA*_RR5}EU+|(-w*u+3 zf^JqNP%T$bApPT9tQcrf$cCD&Z_1|se3^Cp;9o}2M!@a7b8erLf6y_P(Tf{XPC^P51s5Mk=bc3f^gx zyz{873zW=d?y&LYL0Vu-*IaYCd^xmu8)*DD)nW&)%pJBHTH5#1DmmVlh;e)i*?RG` z^8Yo9yjIyhZd*S6>gflIW^ecAu97;tuidTo0`I(i)qD4Bno#=1Bk!v4l8))I>nDa;A%%XpMXO8h7 z%=sg8=9u7_W0GgwxYLx`H&5JfSsywPtvE-R=~Vvbj|Js7n(ZId|8LX3duU_MAJu8S z`wwrraaVL&@BGA@7D+cPk|Wpf>|1z9swp`VJm$u7d{giaJ-t2c^7-%nReoUq^Zx#a zrHU3)dgYyN{!pCa`Zu;t@IUXVV}hrSNuGM-mEhc3%G17SV#3wA;QbMM=H_+(?@vyB#6;H79bW<_$4*@Hf{m%rIu*O#3= zEe8st>1_{9%nsRIpP_2*yL9&#W+SoWo|PrDuSOZ3iZ^@EcXj&3_66bmzn7WI9__h# z;r6S!-g{s6iv40b5^tS$WMkp6jTax?I8mqr8hCps(U%x7WD$Xt|QK)|%uD$yn&=K8kbBa<9(+^RdwM!~{r)r&{#%awJE_ zeKM(hK#7Pa4P^KK5^6;;;6$m-14}{!dQ4)KPS~r)aV3&dvu{{wJ^>Gk~3Ma82{R zgxcBP1#k6OzWw`X`T0b5)Cvs2(n*ZeIZN4h@j_0wxNzZ@t!#z99&+ZUk__>WMTcWR8 zm~k6)5$BepZKr;|%!-|p?N=k5_h^rK;l0@n$M5acbNYMtwbF(A`}COp=EsRIo%nUx z%&(8kKuf;$=6qEMaX z-YLzX$LA zJkK_s06 z4o}Q`5biwR@ zs`~}k|DE!2Q*_S4#(TTfBlqznR@Gm8WXoVTL0h$Yub1~P|F4^J{H0dr&048u8~>zCyhcV9G7zUgax^Qh1o&1zMJ#L>(EO-uNwv2Y*0I^zxcW5=i9H= zPfFY1BX=`z-c7xCQTGB8bq*hj7uYrp($qLTC+EK0S^w*Y7Fpd;**NXwoOfw{<{y$}+2i_tQIX}NTp9nx z*M%zlyz5*eGj+ALH^&IwdQ?2ca@qfo6I<1V7dl?MsOp`zE_C<8^hLj;@-Jew3V)XJm)QE^2zVZ8IQ)#K8=N!U$=3+mfW`- z)WUe(44NLg#(HVCiemL0{m-CkPlh?Yud(=7!3@v&yv8ptC#wCuY+xMpz$Q3BXX%c{ zq={!f`0mx&1KE1>d6KwG{-l;!;;q_{dyda&7O-*Y)SnOVDz5T&IqG`$@{81oPrG|q zL-VI)bZ7m)@juk*_jRKU=YJR}yI<~+usAOvalHD#1XDMQ}c(sIgVB3e%^T+%Qr7;{Fmw} z_vO|(4SOY_^H3W=C2+b08+>x3e6=s%WEGeG%Ll=eZai}=+0JbU-)=s0_N;q<7aiRy zKJTE=wz$`K%OvL|Wp_(AIj#@yXZabw)UhvjqdwdG<)Jfw1g!}bJM;Ee)Lt8K*!i zWO^>il+N8~+HO(qh_GqjI-$Bik?$>A>kg!+pL?^qK-lRC)4!M8? zN!!U{d|i{S&f?CEcYD8Oj(29%tNkZCwiWf>Et<1RyuEa$&grLzR`y8jI3popf2@rw zd6pC6V4i0W!@J*l3aPYjSU;QV`GMBr2Zt;R7}rRb9?9@q@A$EMSD?c4pC?bh(EmL7 zee}HSNsj{_*ry5O;WR9rlF?OMo=4UPZ~2fXvNxgJ4G3lzzys9)H+j6cKgn5 zO@465u;8J@jsyE{J!|e^_++lT>%!*z*$(=aoA+J2#@!QSXzCU3Ccmq@%6nFi-@e(W z^X_e{ubn+rb*1K`rzO3Or#l)?_cVUoHJMk$Y`&%p^X6;N>g3ze+09G~BsQM|A9f(J zqkt>sQ2R8;teW(h9~Pz_+8>#Ar=v+t=_*}>Rl2U5XiMzH3C z2K?{y#QaEut{O7`&Q$mK^2zCUF3mioS@00-oQ79gGgt1qtFr6K#=c{hU+v~`zv}w4 z{*_#{B=0NlznYDj@qAAmt{E!yS1pMSD{`zWH)4yoN?URub=iRzk3ok!%wZBgR0usH zVQqJ=z~{?bH$`NK^EGm}A7}*+_P=>^eY%5@Tv;U7%~rD)d$k?gx^G-b68!#ce^1=` zxgxH*XG1q9f6U$Ouet4BspGfJ6Ly!J>1a6J)9{h+60b;iNZWfB#7O+wFdt#2cao>C z+JOd#z~}BVo%mW7$F!u{TAwj#-`wd1>L2u<`aXDd#1(McyP{3`0n_c8 zaN)}>4XS51XDlmViLqePlVKEh*rlj->Flg*wc`EfF28X87WL5CM_}r1-B0mr=4x|4 z`}f&tw`#la{o610<~=U<)a>J58!2pYIDr8qF>RLf7j0W7j|T)`R5>4n`&eIh5z#6nEvKJUuyN}zSZOSHBYuQ9(uNa zYCcoiT1Z@P=vn(s_wt{TqkF1q!Q1!iwU_S~HD^?hy!uM}iAZdu%u%=6j!kJ{-A5DN z^VaBosk*wl$6)L9d*bPv1Me5D+1X`wCF0c6#@kkx?ps~H{|YqtvUbkDO|V&w;-j&u z_Z22iJ+jCv`{|GEMSr3#|E+CEpPRzB?z&VK_u6PZ=3iI3K5ydU(i2}BlWv=Q+T+Ew z1q!bXe{zDq@@w5N? zO$uQCv;myO!7dg2e~;Jr<>5rNT8lGF>ZQ}%{za$%i`Mri}d+&>ae=^Rp6X zzI@oc^YgRDxe=!e{zY5Gp&VHiC-tUPZM!=$5`hwWcpeii&J_84zrmG-l%U$Pgjzv{leUANoVl;K|3 z`_=DeYQ|mT+hnji&Zzgt_H#eP%>{B6Y-oR=bsRh_lPK9&|NPwTS7F_rLcvEr@B|HJW<_k**`v~4Eu*WI_Uau%D3Wo6{f>#{K`t3O7rnDHBQ9Nl)O^F2Sd z9}ve-{%zaQS|*lGtDVXFOM_eI`jT?b8C@!-$Bb6^8|hpPJ9NHu^TSU$Ueb&O zvl$KYa&J2%Zk~DU`+u`T?dA8tdt~)jZ@R#{jpK3eS#S%Gv*0ny4#vWzl5a1+m@C(i zt+##tZLLR(#H36*Y`b@CRq9TU6uc=SA^$>4)%|i0$Bwfc600}ogU$)$*zu7UI`REi zHS+u!=?34m+rhirSauXL-8s}g@8B-J?ejS0tJq%q{JCVT%#>%$bgb$&XpPbjz6Wj! z(1YXh@(LZQ>#QW#iO+io)@i|*Cohz6;eN^){mT#d7#IK1N_IO9u{!+#sJ@k9gdc^$ zzW-FZ8jDVR$nLBx8AkKI25I*Lyyah>y_xhrkU!pZ`-$`oc`kv!mY0ge`a~RioBCzr zuT`STi=J)c{9S+hU-rer;(IGLM(tSFa?Oq9P8v&3^G$GOX5CT90@(;MO@CUf$yxvF zhm$T>Jm%O@$a2SmDQ^R-#g+xtyj5ABmd4H5%KGoO+%_-YV$0&yMxk(@H)&eE_cpV9AqV zGH=+jUDF_pd7p1%;^dFHTs-_=Zi`fa7e;XOf*1U9ojC+PZcL=&-JZ32ljf)>&R!iV zuMjz-E%?DP&4S;mrGK+$^{@DN+GNMs#(K}*i^ibE2&`_0HiAa=@|j^fSY&RUGWzWH zuxbAna2W-5dx7|eyLVWod@IXq>b{-#TBYhFng#PU4d!jVjnO$~B|8!4J-9e)z-qE;!-B{bdIh?DuVS{Qp{HN5905^AbCvdG2tY_{-n&*5EL7 zp`OL@qnk48DrSnkIXCm1X2Elj9mQNW^$ovga(?-4ENrr4_RN5Pr)RG07ua!LK!Sg9 z-ii&=6z6>F-VU3sbdPvFbLEu6Z};@JS}#8Uw!MJeV|A+eQGLB@6S(GCR!P-f__f~g zJl~gRXX8Fhzqovb>ht1W`>7K)lw7#|;%L~`(8^is@*R(}GR;a`a-eqE0gE}{BQ!w{ zfg~Tjyuzoq|CE@neWnIpKrlD>0iSgK`b+Km=Q*x8eQEymxAT|T=P%yxQ-8ronf0A9 z>#?aX*tm9IdB^e@wEYou?vx3CyqNnI^-i8U8LPqB3uHQIU)&_iEpfATw#?>XUzYIw zvPnl^8{hn5A4@A8@t;PYCItC<=C7HuwCvc<_qn^pKVQ?CJSl8%?#EAS%OJ547q=4> zo1k?#ihDlrEI&~E{L}1B6={=Prhkw)4K8z;%ljIum(AN4-MH}J+Vl-IALgci+FuFr z>D{0QejcEm53j*X(?DmtmX^Lf_orl%>h0;ikg$9%Qt^+Wep8aWr_|mhrYj##oVEPo z?)i)6y<+gpG}*p&9wX16;DW%QDVLTCCVl+=h&^Sk#KkWTN%N z$fM5=J#tOGOwL-&_#c}m$Fq<_%qra13;6C>vd^4SP zmSgUr+oTK5A3Xg{zy9wMcRknmJ6a1H&mOS*`6xxBd*kV@cb^zi$`Y3wsv0)SmJ4j$9tHMP%RZ zRq}J^%G(+zUh0|r7gYE}@iu|>`P(>a8kEHCU8`W^t@8FrQxa&opR*x&r@!Hb?_2-z zFa;iy`Mizut6$K(d-c!yg*M+z`eDTTMJj&gj4xg%HR24mn=XvIb9IYYb(g2wmXfc# zG3^+MzXolG0_(6HXlC` z=F1;AAAYqk4$eC)1YSCl^uTh@2A({&ebVWVmOtj1#tdTY?={Z+;xo%O*}?!cKhHkz zF!%WYKA*$tEw3MmiB?$6+%3+@d-TA6?)a*! zlZ%r-y^(NkOmB@ez4$@=TfVHbrUB@f2##q?=O<0z*5j53t-c8YS>LnsiSM;Tnyh;j zHa&WHc=^TZnUfa1t}^aBBw76G+86nxtKpM>?YlVVWTo`ZGl}cOOV?l9vU81sZsn(p znKLI@F*iCU>N+bzr}v!_UhI*Q`pG*fVDHicn^O`cy&9i?IApZpd)U77TX!zH{_@2+ z=4{D^EmbX>RMv(HuYRI=uZm4$!;GVU@7!3oef@3YDJ%Q~(@x#0d9iMr$a>#k_seH~ zXBKV&A4_Y_eE#9lGcJk-yz>R#ot~MgC;8@0+=IwXA9zwhllzi;n%{u+G#3cqde z|Fg!qUwmfUCM$q~kYoAZN8n8k*VJ1|PhUt{FjFAkO!}^z#>Qm}MJo98eVVKDcl*c6 z1V52~mN?H%-uctM>`Mzx8Qt<`F~ z?Pjs9(vsi-oj}nA@~8L7>R7+Xjq|fp3xDok zc*x?IZ~$WFQ0|cu>pT_3nfyN(I=A*bm$*^P^QLjvIm_iYt($*Yrf!ooIH8zqR{h22 zd-1UvOXHt{Our?W9&bC&D^hm#i6x>Eo_>^f`(~A{V>0c`om+XpSL^my=P#dma!>&xqNm;_G!b`kmOIB-nlFNHTgAR@w*nS*!K+I%U<)miq$(hRf*Z1 z&uGF!y=&WR71oB%-x6ngh1vCdkHC%d0ym;L-n>jpcyXYrEst#(XsObycK_9lX}5TE zf}35d<^?C5*WB=2unV(3-PFmRx6QG06gVVb9@!cJ30D` z(W0AgjaT$@HP*+qF4x-mt<=l7DZ#!up{98|Xv0t*`@F;56Wg|cmuot@y+0aY?Dgf< zY*(+tjvJmU+$a`!lW6_n@0XU_jqjJKYgiXr+cIYUd;7&?QG)&A1e;UfO%LLxcSEZZ4PtwgDs{e8+#|~I9#)fV5?i%imFu+ zi4P8$d|*~Nn-}>^>iL%-%jg%P(o5ES{apX<0`J+_d3(>+u^g;pJ2*o%Z^edn4?zJ2 zX@RU;Eq?p+<&zToB{D3)e&B1eZMu8AhV47^{inteK0oy4AAEFR|LOEY9ZiROn)bRL zY+MXI!~2@CPEFGD%s~IDX(xol@2A)~B>4(kaPi5ovfpWVJy}KeLi%@1}n;=v}CH=WnrNuhc*Xwzkh?dt3oNfHo&Ws5ThZan7f18+Jvu_%y|X<++2<#DD|%rcpJUuOFTb>IBU4~#OMuJ>42oUxGb z-jV|fPtf*sNOD-eBleUv8-{!bMUDjmVDnHUY@B|V{y5KKYiAReB-kn&3n~W-FuX9 zzPM@TAJ$Jt(k=MXJ~0;MP0q2k-Sz6j@+#)Zo#zXr-dOT}^Jw;-@*+fT-;tGnSLwbs zp7BgO@k9RES$*XnQ%)SdvE0?^?Io2BFU#W}ME%*qJSoD{ZsATbr_Q<+&i#JImlD=z z8p!EIA3PLO$silC{Gkc>e$78`RQja)n?OW-g;+he!s0WZJ)jMQIoosgK>uw z_Utck<$i4}!&c4LJaZ4|^4{&9el2pbc^td*5{wEZ`I>Fp56UGNwCa^7*9$V*`Y_8e z+P-C<f0_?o@umHYnpF7D^euDEj` z<&p6m@KG-hqHccf=Du=m((k#hYc4bJ`)%#uSDBgjnPDc|IsVHIX1%EHCb5FCE$sJPR3sbY@+jctmfrCYXf{cX#A4AUOH*G21Qj7n{ z+t18AaBuguUq|2k-Ss5(nemN!4O35t%PIky&vYJKzM*e)_RFG0d#42HD$YA*lE`w% zk@;alV}XLlcm3)69kv&w}^)K_5E@z0{`6FE3^(E-^Ql2@-1j{D9%d){~#tn0i;t zwhr8AW1+yGrg-7-jn4uvGJj8xoBd{HYVN0XZN>8?3kxn-NMye361$de!N&(mw$DE? z7R^kZ^7`V*=2<^@mLF`q{NO-lLBpMdh`DOQy?G3)FQ+VGtXUJTKKn%{bJNwAcQW1N zWERX?_w-=n=LEI-Mw>#ZbImhr8e)W}o%?<4;#CXHDPk7WlFnMTH61;YX~CDa)*QT6WI}4)+@l8!wmEwf8Z04tkZ7wzS9R7rn7Bl9I9H?VH2q zzGVI0B_26S9nw!uernzu0*UW3dUNwu&^b||1ljh&E6&Cgrq}}CYO!<##%Y|>* z5a+Dlw;1f2PmOcg%~vKb@lkm87G?HBf{nRnG7GPE3NJA^sb&6cW$OQG z^F&S2{_A!x5`6tFrEe&Q%0>#c2%#r?2%`d2OJ;18ZBsKo6g94Bc9D9<9{CL%x#XRVmds1 zEGPaQ-4w)f|xdj5{-cdA-HEuGVDtjyCV#rBwK$D-D+ zlAwB{(dMHhUvuem)w72rTdP!`z?^p?v!Lb9gGs5J8SCb6EH_GeZJZIGrEhe<*r3__ z+k_aG9ooTdEvNr>Et}=rxo~-=f_Kp5|5IJp-kWS_b)loAvP(SDcy&-N-+7a3N370;zsD0#7KR9vngA<+`{;}D( z?UgR>2~@9OlRDwD?TdAAy|EtGwVze9*p?o>w7DbLzVZ3__h&tnIsK%jCLKEf$y!IB z@}|5t@v(dJK;6A?s%ONXB{5NtG%N~5=2&p~&3K`m*qLwXrXI+9FSK_1H%s;XUwEs2 zt*uF!!}g}y@s(2cWdFaLEcbAH$b7SSdZx~lIaL9{uQPe(xbe*~VfUNHtbVR><{#Eg zv9o7@TM%1M+AMYt*S?muukqxOR0}pg8D{kZTdFcQedM|EdTHjN^aKBjau0pnv(s#; zAhUXJI*BGD<2ujFuy+c+URDsw($KkceBAso&8{E^8=OzW`EIh*^b7aC*VtaqUwvws*SEtr^#3|BUH|T6_r-~EawXfRzNh+1^`f0E*>8*=ti0T# zVv#A-6ZoV{>{=$rn!k@=WkP$Tqg3jp@*Uq8oF1uI6bj9;;PhjZ&zija3jgEwD5huP z_k5WvKU{rUC%)~B9P9oEhi`nJo%uWUi#OltB}e4=mVc>Xxc|OB|4}OQCD-|qjs=$# zB+d)3&q%CoYkqKKa}%UBHJy|F+Tz#MUayVjfPzW*`GH^DbK3d!`wyzbi~X}%W6N7V z@7O<+KaSHSEekHmNKD=xwq=9f;q`sVFlYMrKhzSQFMDn7p2m|$(kwFAHw6;u~Yps&+`MF#Se~H z7BIc55-Z+U!}h*!^?rBGJ^8B38vMQ)@K$Lqy3;MR{6)~gBS)5RwCA05G2KmIjtR#x zrC#^%jiyp5i2!Zau+vMg%3ara?!Nu9N7H1rgFg(l zqaxNnQ~~AB$urv~C)};%iP-s5+NUY|hu7OSwQJcHoPKjy)K75f9c7Q?OcA~tvtRah z74L!v3hy?ZxT3f&t@xPSvA8m(zpIvAIA8Gn^!Bya8}?R2*gqDkephK}FEiauY>o-{ zu{C|7x@#^A#QZ)QoxcZsZ{T)|f6_iRg&zMvtz9Ybxiy@TZ=Z%-z7b-~nI$zlE9aRg zpNGHc@}rkNooL#8Y~_w;>oXGPs0kyP(Vtgj<2Td8#PVi7=$?}FgEKcj*z>?xcVXDg zg6}cvJqquS#WD3>;jR53l>f`qRw_fm?y^(#q6!BdLHh@pZ=9$6bp5l&{ou*@?5341 z2O|$B>^WY@%KiJAX0gPXD9EkObMC4LoSR_Qb97dIf)S{!HEusB`5=4$EO({jN`>jV z5r(hw-c+AmtU6V!dap8bzx=U%C$?PKYB8A^Mf;y1KnT&9_PJ1|EPER>4c*R zQUmPTwW`g~xQ@*L`XiDxQSS6RpZohKsGM^fL^|hA^pr@w1 z&R00U;{Cl}hHt`Tk8LSW-nT{P+|@smJ_iLI_F3DWIbq5FXL zd+B|Z{Wbr}toto2vSoVoJHkOZ;&Ri>J)nkKAE=gk@USW0;N^NPUA}WN?CE{Y#>Wpz zes~wj^6`_@k%Kx+RT9;5jJCahGg(^fj4wS{Q>eM?8K}9)u>nzdd=EFdmhL7Tue9j2 z^bDVxw#N_76c(`Uc|GY(X1C4NxO4YHzV4gNw)9(){?e~%M&&+p*eW)chpKIgJHCB~ z&CdHG>>;uHmuzzP-TFm)pa0&pCkG=xC&YXT-!MbR-^LJL=O4fM_I9Lla(~1VHZ|e( z55af8oNhPv{aLU~Q~sRE)B9<&CbFgbHWyBfJ(%>!cn%w^5B6C`?Pt{~muq=@q(EBd zKQyr@mYSm|7{1MClk_LsvkPZw=e@snPv7?as;3$s-Hu)Q$e*l#?&|7HUB{YDzI;}V zKOg-rd>f&1Y!dI?qPTFCeglhaiJr?hxx|F$KkS6nP{u!uPO65h+39WGE8Ko?=HUlt z5)0VANu}JMa_CaG+wuqM`8yUmzQ{D$tC4=+_WY{-O?!Q|-IcBWySeW6jU(9tZ2J4Z zYoz~teDuzzmmhZ+U3#!6(?D)nm@r2F1kqQe~mbpWOThi>C6*wYx%&r z(?$!cPaP3|o}&_DA*3h6Dc;w@z2tYC>!FN#QO@SSsVY3*-n$)2RXOA;oH*wpxMBF( zMdVP4xgMx3n^zZ<8P&f|e#>^f!;J+G9d;Bb#4vEgvx0PUH2)1%;CYtMekk?HL09Ea zoge#}j;72~{3QM@Kep|2f|~q|oqt+#!&;0!-n*ky4IWyMi?QI>I}oqWoS0D{$r2alu|+dtv;QHz7PfZ@Sj zo=k=haqT8*jz6@PFsl5?^DtI=xM-rmzPk|@4^{EHAM&}k16-BsO}5=Gw?~I_az~r+ z!$X|~4_$WDFy*{I_K$b@PYz3a-{$Re)4(3L$=KF(H0Apd;}&l48Q)Ktt@%rfgq!4Q zS52N|(hAiaQQvI8@43sD*S=!m*|TGo^?cJjeVuFHwA7&Ij}qVfW?gQ3>%F^R)0QoE z%`LZ1a)}o6Hy^b=-#lv~hq!Oc$Aq7tTxcPv*YYwCe9!!yG|_KgUU<#iQ>7)tAz|YJ#=b6$=W(snMC#(|V5T7R-Q&DD+z4zla>*@S&Y;-p7 zoy>ITUh=*-ygq7nkgzd%Y;5PfVwcAZt;7w!n(b`+^mqR4Q=2|5Onv*81-04UlVnSZ zHLZ)E{LXxnd_u@*x!v5>S(h^eR?V9oBOe|UU4+9Zac_vENsJ!9X#iG(>@)uz7Hx(6@Bw$ zL)7-As3e0MLG1^p9)8eeP|>+_c|zM#k0Y6zl@7#hJGgWH`e~wTJ-R#3C;T^>s^`7m zDC(Ns8J=3H-}^qEzxnjS!$hvg)NzwQ+Esk3xA%f9Y-9R6?e(deQN z-mhFgpLtv<@jLFymTPzF?pw`xeQf@*d*2sp`-<5=kLG-8vT{$K$&M_ko_#wPwU$cx zfjkPW0DWGuX-~GhczZI()W;7_6&5_T*uk`xcdt%z{qLBRyP7*{?)WyxC2yQ6<*i>i zN1gLfg8Za2$+in3H|3mHJ05=E-dCpIo;7RE2k6a_i(jeCyKWX+a%dN*)$-vFcnoJw z+vSA2J8SFz@~Ztko^oF?#IIQ!HdbyqdhHg3hu7(Nw zU)S<_udoY^zqH0i+2qC7WxsbXxp4YG*csNUhFUT82^TCYIdhZ!?)iH1*0|V*?W@@S zV@~ZC=P>18XFXbHFFSNL=;5*87U|`OdJFFMg4PZ&w}<%zUdlIkIbH7NhGm7I3or8K zaJ|mIkgf6URnNls!imyyzI&v92h4s`5Y-*ZB>H7jyJ5NIuMH{kcY@}4w%0}d-qo>x ziNw?SoBqu8H&qtSo5lG!z68{A`Xgp}t?KdGay|JQJ6(#*gu>MJ=FP30cmZ~Q##eKP z=^IP<-{{94GoHRNhyU%?({qj;%zbju_jAG-orsHvcJb&-9E^fCMEN&!MVxY(cUfgg zrVNKUUyC&RAzsG(LZR|&3YX{REL2OqyudMIU$Dqe%PA2)k(1bOEVuu=HaRwH-BKOz z8Tx*|go83|BfXDZS%2Q9zvXsE%WStpXO+N#k+?5D2HK;HQ96CnXYqsr-xEck_O5ha zi?sWpx6Ueec!Z{XaOs)+rZav0PT&7R)34kQkFhi9X`FZLU#`j>H}o_oHNY^Qd<7ylW#{2}Zx-f1*CYHBA~Q2nGuQ3* z+3)?PW|?GX!Q}wa_4i^f9@@pLe#qyZ!@M25>W6lHzM;0gKznjs^GTL>h2U#U=5Uy+ z?D1Y+vhLgA{BLawcV`M*4oZy{4mz9Z`QzCe!=DT@=Oi6(xD+I&6M;Kxu@Ar9KETcBQf{Q&a=DKbCc#gv;TP{ zb4$(~wtWYleoA?xKTUnh{)l-O{+xa4DfabZvPkdQ9kQ_(4^{EB9*mk-!Q(5q>=R?r zSu?I<>#vI$pUs%uc|1UD&C|}~47Yi`?KQ8Tzu9&9hSAfE{a?1rMb;fZczWLMhyVU0 zO8vOSU0M}+{#U8)H#uHo1^wM`H8#)q5%u+F&Tiep-!F{ge)lXqcLq^!b6CR5n{tIxOMU3%~XZ`G^)lLeNF*R8m^BX_XV|iDJ8aCGM(aY&Ud~&{=c)0#Bl@|D86WL@jxR=^3x9vbgny zw>6r8=2JvCvMV2%Mld*;ZBt~G%JsrM_BWY#X6!!_64M#?=)sKG zZIXv>C>*_&FYxMm`Ek{2o40dRb}l~e^46G*J)3*;!#0rXUq4v^YDVo04ts4ptIR!m zVc=|^nzl;`y8bn6>+^Td%6!yr?E9x?S?7PV%S$e1Px>ZxxOwZ*BiSMaTjQLATUPEV z{(0cw?xXvvn;z;;?w+^h?)ILZr*w{W!^&0Lm|+T$7UAq zGxHfgOjhQv_f_))TjIC)=j%+Ck3~`k4w|r3NmR=*+4lae@lvvmP&En#W&HtY<>#5H= zr8aAGRCQ(M;`1hNjoa9=yHC0}XBtd3zxVUpQ)cV_Wlbl{XH@)rJ!AURTPdKllwJAA zWWv7JQSN^p85DBz-u!*{2K#-@UXztVbDspPJ@4?}_tAqplk$z;v+a5QHuLxSIJFrn z^8;u9dFCgsZoVmDx%Y=hWhJiMkBxo)G2J|8>~n8tO+$=&`T7Gd7A3}-8*J2jY{6YN zht>MTk*W7fU#0HYv&Q_{rAfOt{=dt0@=A#J#J$sY%<^1%P^|X*>t8Wqzh-OAev$cR zZp-Pv`|ip7&UIRzxIwyb!{t39li9*HY!L2!jHttZrx|B%@w8`75whKS@<_G?f7u*% zYmZ}ln@kewIWrIZle*;4T&~zFUAf`1jYRkBbqR@;8y?$$##n@xKeUM`*Q>wNd0FFz zcD<-~rp)t$eV-GKS8ibbQMJ{o@$b`DpazxSjsLq>U*>3@+jj88v9K*0?3^z*uY|Ry zRHkHeSD$&)RvXd(Q0GRW*qes8Z8!9fuiYB|?OIy5@P@k=l5fgPnR;;z4t?k4cYgyY!eRiIYm z!p?(H^M3HKgN)HzcHozJpI^+eeJe`lFk7E%lzo1H&m#BKQE^W5lz%6lrGCA8%bP{{ zcJWM;X;G7GySl&q{ZVHBblZiWoGX7wa z(3uNff+6=lJYIXcK;TWoCqE;lDV;3>68v{A9Qnn=ez31OfxU9y^n*MFcTXp<{o2oy zw%~tx^UR6N)@K_(>bwT^WHO=*a-n^ZJJr!<5wm|>*>LPFxG!S4;jv6aJu{E_nOKf% zac16r^VXd4tvu-ZAo0!gxP-Emg@WoQzOh|;zNE2l`nm77lsU?zSgg65WZ4h;{9~## zx?CV|<_YtYBtPf+$1k#ueQyG{m?4gud2pXgXL?chCm-W^+PkHH*PU27<%;(5FHBFr zwF=*0e?R@vw1{6t&)&pxq}i-Xy*c6kyiYu;bFMa=&3kgduQ(yya>L@tgCYNzDjylm zVK)BBaP!%Xy2mfFHl~Mxqlv9dhS~bS7SCxaKVzpURjU=RzI*q^X`{)hrzZRi+-7d) z_k!mM%XbBfCv_*w->u)?y*KD4pXL{y{W{&tjzlg`O;ELy+H)*hsHZhQY{Q0t^Tk4E zphI9f!TV|-FL4*2WxHps@0#lseoeOO2jzCYc6DL?HeHbSTfOMTg#Y<&CUs8^#1$v( zi75kB+jE$W!Gp?km=8Ztzq)Lz=lqwsB5y3gYd6j{+AevxZNii5cbwVfeXi7*fBXAv z!&ceAlV<+u|D#;x6SPnI_ofs7 zcCMHIE84V{q5GM4)Gy;HGgtoD<8x~1O*SFDuS_p=+uiuAQtg`();k*PyB>8gX_Ljr zH3@3@dp?6^a^ifpp3XP;`0d+$=@~wA+7>6A58UvNP2BL*-5c@8H25z+F>$N>$$M*l zOXLePW!`VI*pz=pf!Y_#56-)s0G?o*mpAXr3#TKh55dDqCO3+u*6cqZ9cO%ScX*tz z{THb%^_R2VtB+`|718Zn*9tVXPXy zVaA*J7D8!jA)`fld6S;4bbqcr@88bGlSeWwgucmezSjSs{xojt8m}|&s`KV*CNFvW zdcKC=GjID~an)}g+j8z5u5sa58h>WyFHx??v2XO(Gj`l5ns|4c%Z=_M(QmgTMe!*M z@kwzeKYQ3Eb}Sn-&H5EO%~~3y;ncsb9_84Z;eYk&vxjT z-N~>O*SGO63{N!IWB#@&w`=V+t+;@v^UY2R|DJ9?D@QYS-Cl+lKX*oXE#+X8Ou>p_OC*Tik#8{@`%Z(7ODMD=T_7J__pIM@~Tgic#>ZCYJ*rs?s3cgNClluSA=kfpCWs(yME_g^h|1PSN<8kTxFl|u8$fef?|1rN z%SKqS!0^cF!UvnorPyqH{;Do#{9SJ8D*+CP=H;R~YOjUYiynj)s5ZJ@i`~^P9!y#H z(8Z!aNyb8uZ^prD(Mt>dhI%kh?bLUcTI2I4&BOT9g9Via@9e?zQk4Y{Y#~UR>~tI8Fu!*X66gAk@`(<9!#6D`@T;M+lRvS0t&*Dbo_kp9E`i#%zG$5 zDr4O~@rh>aOXeNhcm2uhlJ(O+<(STw`^67gMDVjiRCmq!0vQ<#zBEu*E9IxR@1g|L zU1A0Sps7U2dJXmk>%$dK-8IYHl-05Pq>aKsubCoWj<9WPz0vKp$7e=k{xc6rL@b z_g>N+yyC#gUOP%+e&Q$b6W7vbfSUY~zU%-0?2(II_2bZcHnnT%N}yXw68^HTyRN=r zf86{92cP~D5meZ}-R`I$hdXbJp>Z{68J3N^MUetzWbUYclGKkXIewY@pe0a{H46-h z*YCgA*%+Sop?mLUp|`PtnEp`m(8LdSAWNWL8?CHes`I4rp-&0(pW9)Td~} zmlriId7xRJ`vnRzmI8efCfxphTet02(MP`W3+2i8oo8)2u}36j`M>I|n@VL)IPtA3 z3sC>)U##}`nWbdltJ9IM*56OPYZE`;O-063=orgS(3n?&ij1WYBq>DxP@l|u zm0dEN?tLxF?uUMH?-9Jruzqh}W=Zqw8E&`t%U_DK!7K-0=A6)DLkxHgx!Vl{`=Osc86|`DXf+6hUpx(^1#*-7IRq zia^$>EO{-eqr=xH!@l{N^z?E)d4+C!pKpFr?B}_v+~9ZH{M@lga2n@=_$5M7_GeOr zzb|loss1`<^4bk8M|kfy+Vt!#e>Bz?qL3)ECk6}r4E|2@BJy6ps?rsaOdOb=Hy z7Hk1ITZVHpVy=nZUekDyPmSK>EuT(w7CdpWC{mI!tlxe$pnAhC{kVhaRp#IJ-s!8+ z{kY|Z;wcp&wx&D$dpz!lCBL42?ODh4*S5KnU#-?(Xp*Tu|Ea(5>Bk(ci`x!Gq$jX; zpG-Nt&|osOXT+bT^^qMQe2NuKN8hZtAp!5%u`pyztHUC-xI68O8d1cFF!Of_#sC~#mnnvPoMk_Wv?qT zmAIiFY8J4mSZn{w7l}cv3{ooBt2Fmdh<$6gy;SN={GS`uoE@9iE6%-s$V*w&Zx)xb zOVq_f7QB=9@7U9rGq>$zyJXD_AG1>~YO_z)7Ih{+JhHLiQG^Af7@rZhj!^lQc_)o_ z%IYXSUHkTXmqUD&Q!8(~aMF{y!>RtOI{#+aA3N{=n{n%oDX}Xyg->2yA9YQmH^Rd4 zD{FVFu;b?Xjm)o2_LQ)^t^uvI`EI|iR4UZTLgdcQdk0b;natrT?f!j%yQ7Z%c*IDhc_{OFty!>H` zMWNA}{Rh5&V)=Icw6MvJsChpB-|P89{COtg;-OzW%fX{RKX{fO+Eu)J?LW530_mbx zgpMDA_>_s`wU__dx9&5u_CG&q#T)ZuTF{%F75Bn9J0`l>_WZr%z5AC&UO@7+)(elM zG9F~lKNxf-H0)i)zD7`3O3i-6vSSfwpt@BUWX;Z+hCAzZw%ILq3zrEKg{&(O^_#<` zKKsY)qs2!HtGed;n14H}YBJFv=j77qt0v7APwTetsXVdO?EMjOD~TNsOrAPDB;cjy9O05hdh-N_xKcoO6HbZ@bSL{E#bPy5B6Fz7993lbG|@nj)kD#*Ta>| z>MYJD^nG}06Z}7So@8OcB^S~A%ho3(dYh{CH4C2?Oas+uPv+fDsdcNj-E0a8bSun|Ds#0t?GFz$NK=e=Iq1-Tzo+T5NAqU3RTe8mb$iYm{Nzq~4INo{{A7bn&EA>k zQ}~*VL36I4I%RRfhW%Yl#+x2=Ye>Ak-w)Qi?BI`QX{_Ad&Bn_Q!WR^sTX#7??bG%7 zQ|_Fe!=v`LEWr1f_%$0hZ=EbWZRX{u*@2Ta^R~U8dxrgm#cz{kCzbimNr4xi>g4!L=G^%A z(7(0U3uMkbVYcqy93AoHMe>pPN5K=4g$2(nERwIiSF+Ff*c7r?htvDW&c}JPzHGiE zv|d#_itF?eHJuyfQK3hzv%juApLH!i!DDB9%*$Vj1@p5c^%lA8m+UOK<|3hgGUno; zU%ZXm;`e+#7X3cPZbNbYC-;2^UH-6j*WNvl^2l61yDzZ9*nD^fPU zvHQ;Ykcqq@nzbLk>6+j8pVyS~^>y{4pbx7SE#LS(F6=;Ds=`;qH8%|jRXEXwKoWt*Htq}S{Yfa-W!S`*Z z%7W)+aXkLB9h42@yk?w))F9ql65?%N9@Kv(@RHYhBWMotnL|W&H=Zl>Upj5|I3@Va2fkm&m(+94^PYTEQ}5C#xtddI>n(nKtA1hZb=u)o z?~{p~>1SIunjGvByOvuq%V4tk1ogbbGdH}8*~Tz=hMVAh0R!jXZEDwYEkw@AaHS_~ zNH;ukI+ua#vc!wTH-KM2oRQ@aY!g#(njU^L$L_a2i)W|J3L_S^fjd z)fErF{{Fk>e1XOsOOP4Qzda1OY&R!s!~fMQk2$<5Up~ty=^@jdD@hLzZ7fiH0@^4F znI_z~h4W#s+P(1f?RQ&?A0FCS@GvH#o>}htyv+O?!3xy(c=Vif8*ge(LbTSXoqW z7MHkpEBEq4KK~wlVgv0O5N$iCKUw_lsU`7#3E%x&gC8DRS@1Aq2SW?*rclkD;hIGk zcXEogvF*S5{Alc+;m%ehVKXQ`p zcW?+wELfkBc(*N`6EtjObiF`>r+NO=d%G+dTn0GBkSDyM=GrkOyuPf%3z`4exArp6p~v6}q$LPVK{h9R(UO79x5a ziPQi5Hi(U``dRgxjZ5lB-PG?&a+gorRPCAdDe+D9*KbdL?>um;ynAx4IgiHIZmIgm zIh~6aTi-A1kJyo+({uDLcyJ@QmHYT1$YAp+qnX)PUOeHqbTpmACGH1GXRJoW!N1oo zm|pBJewzd-f2H&P{{C3&wV|TvM(J85%2PdC;TDs&=XmH}4)-|AD4Ninln4X`! z({1L7^P;QkK&7*p40m{6t9HWe)jQbU=s%v7HEE*$W2uZ!c`?E61~I15N97NIOPXDX z#T!RFV;1}DspvgxxL$@QoUcur{qQg8m=@Xc0p8B%cFKvAMIAw*>7%g`;32%(rMo}lKeu)wkEuawfAkFadh4FMR~TKi{?%Hy+&Df z-7LPv<>3CN_=E(IHTf2@*XB;Qh+ZP%a4xaPI`L`Ajv}iVOWAApAN1Q?P&?h&vU>l^ zn#m8?UT*lmw_$~@t5W#vqwLT2-Jf?y|HcFct=U}K{6zM&?a?HF>@2IC}!>N@8PeXPTX~i^h{nn9F zUg$aT_!G71kzq>?dB3xa?w-73aiZ0Q!#DJ8RTs5Bnsz0){%xQ1n_6DWpYuE>R*T)M zG%;3sxN4==KK8hShxU1{kl}>&myVlNrml1sKds`sqev;nQgGcIj_}#jW)=b`p{QTgV zj+WJKhdP?WKv`~LfoecGWO_DAeXG>h7mwD=DtPJwwMO)A+wm>sw_A>H;lKRAWLfP` z-X%)&k3M~2rYyWJV8V5yho@$OH<#?-O+N(MT(bG~p)W6z4zBnNUaaD?qev~rH|^cl z+gtqaE~|ZE7E%Ahc6+9>Se_Jj@~Y!pVr3JvWVnqhAI}A~J3e1gvlKd|qEq+j-ljsG zI~HPjGTi138-yZH3I%2J)RxVeAeA8yv&Qs$?!w~INji57A}vmD*0=n-E~DbmtIRjC z6Br_7ZiYs3HrwB|-a3)f{A|ldqer5;YtDaQ66#Io0@aX=MX_q@cYS@)wbKhUfII!6 z$BsgkHTw_9&wQ=o_wxGd9eYA-a?8xW{e84t&G1!_*!!XxJ9s|amGIKL*RInTFiYm# z(SMIOrNld}{#&;4VSvr9Gbfs7KRakq4IaHy=Q4MKu3eipf9>78*B4bMr&fZ;2W0M8 z@a1)spJzHh{rrsR$0_0>zxT$w)(I*4#zi>^%h}lX*1pTr-1~gb7pLdTpU=O=(K4Iu zkOv<)hF-gG0QH*h{bVePIFmc)eu9#)ZJcWL;kY&T3l#2H2;@0ruMbzh`=F?l=|Rm- zE5}tIz%x&?+YbKF)Q<2`k^=2B_;{{dPd@EKYLJNc%oFR&ihBJY8|)~QxMRVSchOH) z=-;W9%R$+^-&dF4c2YZWr#p6PoX4>b@7gmJJ_nsv)t~$B)S+IG;y$v__-)Q_Q zIZyqJ6?pO4#W~-9vI*b+JbBIe0_dU{bC*3PE<0zl*|=0n{Jt#k^r?wh@O&509D_)n z6qh-7t286HBW)%FO{H;Zaf{uqoA14r4PO!?K0&vz|Cnmp|GgrWll(6myboWtbV^F< z)Jz4RK6}aEcOnDatvC5S+&y*qR{g&xp64rt`FGfMXPz=*c=#`V%4rFOHM%{g1AcP< zcAvfwvhrqi+3B^ue}dk=TH@Pt{*U_nA3f80&mS=Vp?tdDKJUJY2d8ReQ1iD>FJhPF|uOK%F;#1_siaw}dpAkE>u zUO?){#kXIa+B0Lz{za{&(x+Ot+7wEkYF$~=5M%q!W8XoivPBgQFFVTRX~y);S7vQ$xtQBjCVjZ|;Gtc-zF-Gwh%Z~qKjEo=>iwv!$#I&e4D51^K7w8G zQCfr3k$LLxBlB3b__OQ9R_v)^+weJZL93mx`}~WQ+kR+*2F}2an!hk+#wqp_rIVC< z;?Fk%N;HWNvX|MF@{vhhE-jJQ?1%534{M88 z-^!+8^EGtIcw&%))9jLjtQi~3 zX8zzwJp`J$6`8PuFH6YkrfUE*tD;`BRPe<|cNeJj=S|*vTS8}zuG&TeT}8&f(c2eB z%s9nfCb#!)+2I$n4_AKyFKU7Wx6iq^j_#cs@4w#iAmQCHyAy0$-#<@Y*_M%&W!F>N zKPzeC)0Ju0@Bh<}@c)=O>%_S=@*BJ2<{UfzRL6ahPHM^QMR$)CByQM{=e*NkDyVbg zywia1-fiRJTTA}0IrEw&*9a7$plDrjeZvo#PnT4h3ZAjtxjW-~@e4aO{e23Bx@y+; zJ%5#UdsKc|xcoMIXY<*gF*yp28+eqDNKAX?WcPih)i0l`cF8*oA|mF4LVWUqwk`K6 zUo)pf*5x!tG!IJLo-u!8$PK}Dzr|CeFBw4BH(5l_n&Qg+Z5B&zqV2IlwKo>RWo;LGE1a)tUYU#cpOwm?*J|0mp<1rS8X3(d`r#Z&Ncfd z-)wVEJic(l;{edwvri2{Idv-+e&OxrZMkUYZF2j`?5_*i&)lh!_`P(x@!FNw7xrzO z^}2HYGRHHT+ZF1<>fhH{&d+vJdSfDZ%-lj7w95ntoC$MFbh5V|F;R9Z?NZqDn{D!j3Y%4B&cd(FWw@>TTECjV2(?=^d8zV=9$_EVC%d=4e}AO*<;suV zv#uDJf73lJBDU#$`NCZ@&oc;5`_~-(OH%v3UpAwNxl-ctm0IUMYDe5i(E)`6cxV|k zG;F`n?BiC&$o=3AVM1jxoV!0QJUxX!c3I5}qo?y@(o_!l2`8p^Zdg3?(1pfQ$yu5{ zkTuYTXPTtuYQ}tc@E5c;>2T+U$1XP*8*IC++(_9Yu z1&8`L$6P#Q#k&wO67;!_byulW?fE&Co)zF-DJpL)gvuIPR3E$uk1YA~sCdSm_kFrC zoGaU;viGmHPI@`B{Vz-BCRKyC><8!Oh`o*Fys^Mz&6MsPH-jdBex5)7k4Nj?WrxlM zC7xfo;duyR@AsvaD;mP@#dS7SGYh{qn^&B8e&+`FjM=p%pWX-knwt2GLFCr%Z@YI3 z&YvimI7y4=*`qjbjk8~^!vEIyp8nyPRk;3w>gS{HXYTx5&RKWlklZWn2%R^UV(``c z8x45u{DWHeo>QBbyW95op?S%P=QnQn$9CP3_f|ZsX-2*1m5L)*@>xymTn@!4C#Kxi zj)(|&44OV+`*bALLg?Du?K#|svxF->zR86cY}7kEal>m;DO zklMDjz@PtKsE;vd{yp77qPDOTrx9xqr;!*Dp#2b!$y!IIH_wY*RjYrM&)imVIHm!_=9#AG|HGd#aPT z_Dx5%@N2UZEz?!(BCYOEv`l|wHeuJD?yINgX`g=d_PC4bmzjcG)gD{72Hf~;lL*>o z{!x;z6|~JfU2}d_$v4$|;FUr%H$3-=sAud5EC{bL|EA`)vC>pd(C?&ftJobP6INO}Hc>b|CtM^AeZ(Vx-S=R5#!qYt=H?p;QRzK(x zyOvt9XoGqTv@2%xRl?Nj=U%@ue;KZ7zE<1zL;Gr97`}DxKln;8T<-F}qsfOjTAJAo z-D7%qpwR#_(PP_olD%x6kJ?xB86{iNAJ06{SnvRRlmY|C?>ABBJij@A%J13#?%2Ih z`DovR-WL=Y*Of{p%TJ5&(*C3=q#LQk^G)d6k1OXteS7S$Ik(L?@yJ0(;j0Ot;|VN2 z=p@1hASz3QWn@aGeQ3IQ2Rt%%{9xnbgulH1TIRjIon)UQ8+AnBYu=lB&H9xKzfAVD z<-c`rUE-`SJZ{gU_L~^HZMLqS#iqIZ-!`r9PRIAPe%_gua>&s*QKw{2Q)_E=W5R9F zaszN@azk;v+7!3`eP%Xg^~{qy?-!`aSP1jYI9AR2eSzb|x0UOibmAU39r*et(SCva z$v5h{wIbVnybpZe;eYu_>@IOP4H*-WWBQvGwSJZ6YlUyK%M0@IoqeLD=lMR+c0g&q zR_69Yj6%gtk|8BQl7mEy~o}MDm;NBdL&DWr-?~CW0H9fVY zIOw(U91eEB7H0KBpcOX-wq2XQEEfE9-gEE71f%ZQ7cXbj-YoQeCh&Wc^sFzswQpC> zw)MYqTdh5vYwu|R^ zebn*}FD!TvV8PJxwD9;{6N_H!I6vl)8OQwmtrdi<7vAp)vB=1g(h=pG!^O^&w|@s{ ztHHfr3^&D{BljOv`6A_bE#E?nPllVlua!CB;fp=rcc$EIXs^3;;1_Sg?KfG)TXk-p zOp{tKP#N)i#_y{oe`T7*&(Aq>c!JiPX)%laPfzOF@ukwnCh6gVjRsYpLCZ?Prhz-t zn_L*aZCEN7JNKL^#Qfuj7S_Bne(F45Q~sCFPxJYb3kxm;NJM@GE!ndWfgEt~sd4UZ z6U$SJd}@rs`@xfhGF!y<3hW@`b`?f>`t@pIk+{gZH-+k8m z`75X7PJhFjb5d}_e_Ji(YRk^=i*&NjPQAS6yg}2$1qTh5C4xuFmV>%-;0dFIu)p~- ze=Zp~e{7o@vHoF#MS+2gLG+IFr(Qjmw9n}8O*osf$#L48NB`Y-Y)s96-(d7D{o>ox zg$mI>bR5{%cPh*DN%1{iy+u^#&B>M%4-F=p>%IT8nSVmF|F(B~%{&z!%&9#b*K^y2 zuU)zQuwcR(n~QbaS!MgCb+n7T7p~Sn-M-p$Tfn&=2M*t8uRE~r#FH!j4k2e^Dx`k@ z^NMN836J&vf9BnnHK{T$3$Bz%m@9%CP$lp>@!ocZYndXl)8g0Ot#tQmS6+U2;^oA@ zy!Q&Ew(KvG`o8e;j{1^Wg1qj%ZH5~`=g^qg#99dL*bP2Yp@{dJUdW#+-u~BjKr0~T z@VNW6&8&I;srmHzU`hG!9wm#_c3He%mysxMzW%QO=j6MP9cwPt@~S;~GhLK({@CmP z{E}HbPkQ3^Z*z8BT5q-T+{3YRk4G1PlP7B>^=AWQs?AD{0Z+< zjb3Wj?mK$N^Ebh#xadz@GPBb@@#xjD6|r#^1n6>z!I^rMB+trdd0 z^LSzoCOtB-DVz@7h<0-}ci;Ylho*Gw`S|evo+rWcAJ&*L@x7g%+IhX@-@H4?r(WE> zv0LHx&0B@h8CPSZesB0z_;S5xw#U8cZ3e$G-y98|bmLS)5y#`mq>>qe=iPeKKlWbc z5)*C@+$yx@@P{Bi@EH>)RBygk{rK9q=;aND`nXRkj~7@;H=aA?A7#d;xoyvv?|Q=1 z8?En8TRJ6f&CT?gb96Ee|5Kg!(&5-wKji!e+nsFvN`Z_ zZA>)kNy8V$v?Jj^UaPoB|`4|_OMQ>&g22L z3EAqTeqWZ5*qhq2DbP8x#(L+X)~{lGsn7znVNTlj=okI`nMMaEF#g-~Bsl+}Pgwtd z|4Hmyz6d?@72|JDzwqu@U7@Ye%ktBDpFGa0#_->Ecr-)h-Hcx+YoDJ|i5HJLVmGg@ zz2fCjFaP`vx|u1PJdGoD%=R?3#!eMV-vpg-ov?ZSk$t}&EB_11uW7K?|9K`;NPQD0 z$Lb?0mZ!KB_P;rr?Ay0{W51^U-UrS8e@oT%jQErPSM#o1BQQS}~)i=JDbGl_!_;9nQ>Q z`c)};%%OR;0o(8WJjp_8ul9)_TQc#OTCeuT8(+G_t|eRa`p!9K1fJ`fG4*q(81MGk z=5~MPPp^4pIOnL^iH^OCiWB6k6rbPfH-DC3wvj)(j`ewgg`?QI``$a8*QeIM(^o#{ zEA>3-$&RL@DZY;^5XsEtNd5+moBLE!z>fKMD07|MzxhhRuG*W#zHWXedEWJY@7|UZ zp^tj5t!L2@tG3B$PCdErI?wr?^LLBQpQGdLF(Wm9Z_3Q9s#`HuXHz_tulh<=KU#PZ zG;Q>OCsqx-uJFNyw9xlcTyxG@@wV>*Uo!%-AOly`nt%{`m{vn=kHr z{@wbIt$oh_{o;?hc3a%<|KT5|dg82Te#zSTi>Cc^wwj;n_G-4t*Q0-raEX-_&$amK z+j1MylGCYP==o%|+xCQ?#JpO~(E|H#DrM<>jm^2@5#KQs90-0ryO&$7ck zN6a%-y6%7uCoy0-Rre86J2P1RJei&O_oE!+QAi16#iPE@XJ7HpgHNBY?D4N|+3I;X zswQ~rqSo45GS`eMnJYhSv0M}S>B|P2n!TRB&SnSZPp|p4#d3}Be1;plx9<0H^2lep zF}-;YWBtX4_ z{F)!2gf4INd_&cb>y{h|^)s6pzP*2x|y*nQ*7=f^g|e0;X6 z{bhguYg5z?5*y`i;b6Xg`P50!;sGr)x@a?^t;uFE6X}w7wSx$jdaMxLxqhQN7 z={zsvU#ydM^x2IMpi<{>fyiuomyH?qqKlvKN9x?zFTD84#KUQ46DNkOOGvcLc_uRr zRwzC{Id}f4MLv2DlfkL=+#$;xHlL`Pj<{_bY_HeOJgRj;;Z#Uq%!`}fH#Parkh-zk zb=mqWIc8h7q<#`VA>98^VA@Ic z6NzQ)^EVkBKMe_(E6EluXBk4zE458OoKY?J#iqxWziQsGd91cCjFsEZ&N{5*23`#G zd;@4J*bkoP8@#5)9!r@PC?EfkX}YxhgY({YrBde-zy7FBeH@Xre&+0Cd(E7=Yz`~G z3(eZ8kv%Cpv1kwbo8NmGFR6$>Ppq@Gd&}`Grqv9;! z#eh4v&wPFl5{hr8>O=&K@oGQ2^8*}=#|s2ze{PqXZ2x7(pOwd-)PJ4<4*o*zjZH^Y zraas#7y&&{ta=aEB;ovO`k$NF z-rTQ@WcIyR8yW02E6T+8X!sj&Bg$kd=&YjU4^2W(R)!gS*4NCN^FNvSPvyzweuoRQ z80S>YwBYAmC-i*d|IZhQhbB``vY$BUTl9RY>)}P+ zuv$cBnOMVIZ$H~br90zmXWNE_?U*g5_cJ2ttM?h9bj9F`8~!UaTU9m|pWm@waJ7-W zZ}X&IMLWN&%1?TGK75(raOYHCat@J-m1p)DB~rx|*iTQ4#GA zj!cDBJegu~FZ$uDHC)o-A`Qn?^-hbL^<#cn^LY=Vd5umX$ z|J+p2Ty>_!l+dD&lNp@rYmQ!jVr~bjMqZi7oVv!pFz2tpscYvK=KM9+h<4YAHl1?x z>_bp5>PKt>c7`! z?^KyyeOKqTfk(t%msP4K^32rVHis94!XH&rOrNG za0$QO`~a+@{9Zgea(Q6o21Va>rvlW>de;`|MO#isB(i(TL2IQ}KAJgCRQJv2XVc3K zK~v3pzA_f=U!P;-*`xM1c7<TADgKkEBgbsX07PD{Hjar zTjgh_^^mAyh+MS%!`RXslFxTJOYohFrtomBK=9b%x7M;WImJ*;%8@$7W_e zJ~IUxq-A>6cGlJ!!t$4&oKsFsN^d{5GV}43DM*govH78Fz_-fcJ13v$Pf*{V*JlkL z&2Ki?2q9&@NezW1eUqJ&3-PR)7i=& z-dqly{U)aox8WG@$S{= zZDy0su!*}yPP%DvGG|VT5j0>o=@$lV^qJZ6V&cL(7mn;=NuSxf+2=3sI!)#q@j+}G z>f4P>j;wwk*k<6lC`G=AG3ac-8FEYkt;% z4}Dp1)8ayoJk!~4iWhR`GoSsI@36VoVRPn!&Qdn;;H$qexVi$J8nVx~VVRL&_sP4A zz07BiL9AvjYz}k!=)K>C<@NIWYfH7)UR%n}x6*P?@z=yR&MW`!aQSlc=&cV?r%*(}Uo4$`j7-}QlZ$rn~_Gq78nT0C9(OTV2nXaeEJ z!P~p9ZSnkY?@*|Lk|wMrK?KCVEcvNAHTciwuam6&AsX18Q;ZMKOM=nJDubDJA3<2i_N05_q;W$E0Lb} z3v>{ObXV0%@B~#?RpEz&ahI0+*5r0qeq8RWmggL~ewuoo^Aqdo@-cPuPW{+(_{W~+ zx_fO`n_6q{nP^Vk2020Y#O7|BhmV_QuhBKp{%Zg8OJ;D8_fwdjEsuX}SzLFE?Qj-% z@d9SW^t4kmrt zp=r1D6J*cE&KrLce^hN^H;xX;HLAQbWnNb0rycgY%TL{i-?QEM_v-Iu8UK$}@80#~ zV(g|eac94ShjwxAE$M=}Q}f2F9Und(l)mN%9<^AEwrKR8O*sQ?SnXX9ip&$Oj z78l;BG#)M~pLC$HOq^5ZYOly8-CK$}ttBQ0C!dN}xP7zvB=M9qew-zNjJ?`cI z|6Fzc&*sM*mvrZ!mCL9%t#0`H^bO;;_h;ntQu_TiyVr1USkzi7HcQ?Mda_)~&r4-1 zFUrfmooxuUdX9~iLg(5q$?KNNYpoHyUvjs%R?qv@*2w9vygekI*!R@3_a8mJbp0-) znR*fyHg7v>I@iX3ik-au6a1ENJBVYdtJP_ z!N%Kh$0b)h=0Pscd9Gx#bp?I{RXW9Nr(l&_|K!Ozw~jpTIT>hfFw-WV&r!C00j%xb zbH2J|hM%)fy5h3MFXvxqtiAWezi&|35KMb}yZ^_>to!QQb9%3;JGhaNY%vR7U>unJnA2%D2n-0wj6; z;y%7&UF{3~x6bvM^1r-)i`RctPWvjgIf?0Tm)Nm*8^wk3G2m0B4lF!+Qo1@dG0$M{ z$NcY~C!POuwD`;^c+s-K-RG65+ELC*SMJ{%EY)D$kfNe*1=2Np=I6NF1P#u;y!>ni zBGxkd8!l%b=nRivn~^x*jC~Hg$#qg}R%?H}k=(1Djh!pK{>`uXwZrmZ3cUS$M|t*_ zS-wek--+tJdHgKrlJKq_kn>Sx#L~S#W=@{*NoB6v_oVse%O}sf?5PGTA)eb7xvt-- z^v^PE%ZBr_Q{q4=`o!e<=Fhvl)@5!oy|6f1?WbrCXvpkKX7Q>O$Lo3JF8t%NY51#J z!SK8MK(qYHCD%iQ>f^PeBJvl8t7ldkSr=%Xe8T+XL3-i5T~;Tr9bW+L&`(@qUO7!D zT6MmY4yWRYyR*6z*T2{`C8nuT_p`ybO~M(roA<<@4;79(_HoPK?f=S@e@QfdKRQ?L z^atguUuI=hd7Ik$pH2BBenPnZVaVi@>?ij5PTD@Dm9sYwJkD_?-s0+)wxFW=gWfOJ z|52@fq5t##pH!CFam~K@2bZZAeAF*X_}kj-3+}&sn;hM~)%B!s{lkRI#T#B)-uUv= zxc;E_i}in&*1XWK2>a(-FL`j;^@PjO8(vlxt$3aQYfzlf^oyJHvY&sl`Acw^TuHRJ zfrx@z%2U70@_O|0l&Fr{X6EISV4dZYEq?bctbR()_*8o@!Jd1ZvRt`e>;8FQ0b2fl@6gI6ld3;W{3`bKo}WCkIq^8T|{MelX;W_Vkbc zpBX93@k;eSTD?G2Cx=7GLJrzIYM3J|w(s|`e*bS_;gE9ANTv_0_hIn#gFa`pr*nez zCi2eOz~&vneEv=fZtCh?Y^W@`O*PFP53a!Wx1be7ix?n_DNdY2c@yex?Im^``9^5 zOSt#WW2)=iIWB47RLnp7voAdBwA&s!x!|G7KKqD^hwO5y$_1u^ca9fi$h~f#hr$7f!KD}91^5aK?Xey+9{gPR1Z~~Tye{6AICT@E9@FrpHs2j`A&Xj|m z>^I@Ej>l#B_ZwHegN&cr<(~U812%Is|69l7MaK#&*5$Zz|K4KR*KHF$5nS0f&p-QQ zvFqW}(2=??iN#XK;Wlk>pCD%H(Ji*bb>1ooOAqMbyo^OrYVImuk5}6;RzW(9{N2zr+VCOkTJz3cX&SEl3|BCh(mT;$8K|9g9*P~lz ziR+2|+piw4_DR|G5j0$JdHLBuDOf5$eA!Rg%Uf!xYxgCggOT+cnLlrV zwj^Ty9Xo$+$Ne22FaF*0WV8ER3-@Gry>dm_-Fwzz)zcS+o@aCxn?Q3uNC)2x_qxZ6 zK|>7vvz!rO?QZL|Wr?Dc+WYkxiSnlH8Bmw)_|rT8?dn?bLvG(cPx6;HRnLI8Ir^(q zGCYM%dh)}zZ0MgQyyXa|RQBG_*Vw1;cl=fu^t`$D&v|dV+ADMBBZBPJ#QCac&l?29 z9y}DcdZLBB_ni3~K}SjI)jv*8Uz1V=bJt;Gcp7lGJ+yhrLrJx#Yr*bH?>uY_t_-&6 zZ=QNb?fdeL8~^Wla#{WCK}lGEJ)SIgF!Is^oydY|9D9Cs%iaJ@DaALB?ChyXzSk-ZlC%4ot^X_T zmj1q7uhYu2@=}jXv@}egp89HMPHOSpQ);(QrR{s$Qz5*~KkHGmrNR6|Ys*8HWbe=W zHf^5eR6+M=N9M#{TY5Ug?D|Td_a~#Ca{P9_$+I={@#gYpVAb9G=053O|998T*je6^ zg(-e#Zl=cW(n&3jJ@rM`Hq7>r-r1!+=kEP{15*5JD|>C_o$mGTcHNu{S3MW1S~fV$ z_K@G%r9Bnmc|K>C_WZcAe(#HRt$jaUt($#!<<2Qkr>s03WOkbU)2$%0&vVm`%r1ER z+kCpwqXqG||LxoLY5Bd(&yTwI=ansg7UU)~Q@FS+a=D)O&6w$%Zcf`Y(_8YR+MO97 zixccx=l9kJUxoyqCOr6-=B)Fcxo=kCRAnjqDTSKK_kJGae|Dhe)pa@fZ{MevfTJho z6g+w~XTJ_IyB%a!tT}sOSne6?&j)2%r1M_~?*5ne?P&dWP;l!(gS+(ArYUDjH7}nJ zihtU1Z1XH{$+>$$ae3ojcF4w;tor-Dy-q97gsXlDQN3F$92|l}PWgIjeB0Q=U{VHVJjgV~x zTG19$FW$7CUu(er@R)V`_4qyYx8x7J{IqWN-L*Smsb%fyux(e?=4@P>^Du0i!}?n@ zph+e9u`uh4^<{V8=$&2JV_~HJ?9C><*kzlR`lWXJrgASgdgQxfqselkM+a)Sw%@xq zcO6Ee@{T>u29x2~V#pPls%~veM_iWyw|L zH&^~-`8=BY6BHmHu2d9@{8}9g$~4HazS4W2^UaV%V)p*euSctQgHm4zJoN?N z3|emVcYiX-A#+ZN`K6Y8JDAS?EO>{!)c&iB^y}}w@jJT~8X7)-HKK1W&P(miP36x6 zp(EDzKMu;w@c(;j?fKZHt9R#pTUJ+~4Nb1W)7QQU+-|g2wr;AjRPg86RD|lu#}o-rym1aF$_qDI`^6~A##oEf?MB*2J>;o2eFZN6QRdpq_e?#!+ z+*E$Q)Fa?9xpYrz|G_1YJQfD`CD_@&0^hHeOI-de?AwDdw;BWX#NWGLbHRRb z^!I1jiv{v*R(j8q&Y$XVy$+P7V4*6&4*RwudgeXJk7-2c+&GxbvW^-_<#2bH^;%IEY>Upl{OitX#5ZyT1rIk^;6BF_Y+ z6fSeSDKAgXeRFbd&yT$uWM^3zrcW<@v1zjHYrk(>=Ds=keTwbRc}CDA8&~-_IU15{ zc>l!h*l3b&^azx1(l({fJvq;8vaRK0!F+JhGsFMy?ytQ|cTTe1IZ1H8c%IJLsXZ2; zN@41o$Z(^-FHVK_Z}9%in|cIPPR;P&TlDuxm-zpy>t^3w+IXMaeA+V)H*it!@okOr z&C70^)LT}S|6(Z1>`Q^h{1@{N&~oa*_d~r)Ehh=4PcMCGG|Be0$FlsTyI%={)q+fK zdE0;Q>(uYt=3Iz>yX$7G)Q`Od$(ea6M?iH$PRjXR6K!*qt3Uls0q5hqlp~;m?G?8~ zT+Q3-XWw1Aa{^kzUP@K2zSiqwe=y^!@*9wF`NLx%%Kz`J?mDqg(27JFTJ6l;1vdJn zw;Z@4>3wsux90~q*9YGh`F<3VNP3}JO)u7LQ~KQ#^R`X2-3da1kQDW&eb=tJXWpG@ zeRHz)&B^bRAeGL#^16MZt#9J%SCpBx`t)6xn{8&T4Ax*~eLbh_*!~-(n>QDqO-p|Q zuI6_Yhrf$4UG%;`q5PQi$qDAQHM@=3jGi2*;W95fX7jE2?%a=hMlhxE@9tc;o^7M% zeq*j-|3gSdczEpd&gXLt`~D`Br|)Uyu>=>D?`)=6^M5_3)^}2{EPYSwnrFwp=k_F@ z03}pGk@bIe-MlOLUfvnf5U}oldM}YmVu()o_{5J1+rN>ShS_*5{yid#+f|)&P0yd*Ng2&I_vcK=KeZ#)nI+-8l zE&J1R=YKu7to^FH$-mz{`s&!t3t7dDmkL4XrnKrrNHlUR}P;cFkis zw>_M<=XQd#-tD86}-LcX5y8);QGB0~3 zcdd~B^^SH(BDgm9wA{6;wre&+O$5oi$;|M7cF&-qiLrMNf62QM+P}g2@!BL)f`+==ts~A* ztJ`2lnXK%EME=R}e@XlD%F3U~K@072z3PbY?*@A(W=&Oovwyzz9#5Y0_rT@Tr=@#m zte<^%?oMnzzvj3JR-xBC)qnOntvnrDQ2yI6OWL}aUl|nZ7*?0PJ1uwZx~)%qz^+$< zY0u}q=U0Z>JazvJQ0!DA8~L@A|8oC}*smPBjql65?J))w&QG-K4dcysgKU7N`02K5 z)>qHickt^f_ZxG6{xg6SpX%{HyMOMwd3Ppqkk{Tl{N<|0YMI3PdusQfjgw#Ho2`ra zU+--Hdgm~-^f{Nx|N6Duvh|X2P^;75*MRD7yWb+)=C;UzavZv`RksgUy-NhON`IdD z-hT0B<4=*iH)m|uJeRvx%nz+Ytidjg$ghszzxZ;lT?5E%A3>G;UX#y3yKcE#o3L-3 z*9=V|vb%VaYGsd9Ngt`&=h#yroX2z4vBv_GJJrF;BF;NP3$%AJY#aCSCGF)+vSl{} zwWN&M4Ie4kl>AzBBDgQZ=dACV=W5rAg`tiJp6WY_N zL+>n?xj19i=7{r=Yo6;slgcu=Q#xi>BG+t>%z2<=Rv-pzF6B%W`Lys5bf2uqs*t>FPKkuF6Z10kxdG^(&e%?~~%jYE{zj9cc z-q$xPkXN>w(fr}U%kG{2pk730&I1>-0wuU_J9AbD&#bGuu*&_$%AeCVHs(u0)w3U% zQ{?hE^6b={2VQ0cs&EZcb5>~IOwhi0U}{c75UhdnFf*f;`FVg_csZ!mwh->ywoME9 zQk!{GncFutI!k^$$6sf_{;=}O_H8y#JC0qcd4J=;%A5ztO~QcXMt?QlftpsuTGAGv z_J-q+-{v2V*>Br1?c&jRP-;B6!^f%-y$mySJQ%b&_OP4?6SRp0NTk|9e z8ZKMm;c{)$#&xN`)SiJ;L6jRf|H!l~U-EfQn*TA_W%B)CNdgnBF?uatGwl!zV)|@9% zW=Ag7d&>qfOn;65hU^dAX)hYm+S{(e;$TX6f9>dwy5oxNk4VE&IaqTK!hfIFz8)fJW5 zf6`W4C2b0J_5pX-P@TQ$wf*qWby8kJUe@`}1y}2kvM>qedtAe5&s3*HLCS zqs)pyZh327@Tl36gMaV6n>D8d7tgF}n^AW6jjwGnRKuF!>05KwWzXDp6qGqZT0n(5 z*s~@dUUB?hGf#0DvIS7}H*>OYp7}maFdy!oz5B%fYPy@uyDD%QJo18^46kp^*|s(3 zS(Muz!}s8L3f;5i9rOCW44c)sP2ZZ+wg6FtW|@3=)p2Yymau%bYuZcxjgZ0u=-Sh4QxogkwS859)sw?RQad*?LRh(~6Y$`p`eW`Rrwg#x5q z3@R35t{eSTESsu)@6DB%(;ek?ADS&W&L=?tUZx0r&Myt=TsZ zA$xY|y43Eqsod9%9{Jw*m)s4_d}fEh>T(`}Oo9{_;AF5ed*(m60?-ge%xSTG+rb5| z^K}kTNUq!oa)=nLX#8*cRsa8=w~vqK-)_&B|MzEpyxpH)hIK!Fy~ zZJGc7w@BaVc^nUpt`ttk#o}WJ7uKw?rkKgm<_tpOT^Lu{XzfV73Z(lEOSNr?ta((%I zHGh6h_y7O>qrbiVe~ZV{|Ns5-b^rezTkQYa2Y55Hh%hiPa4`JLQ4cek(SISEnStS= zBm)C40|P@vj(%}TWln0bUPW%s-N@YhTLuFEv?tad5c2Rm=`tZ|iPz+9D}%l##`6|7 zsj8ooS>E*T*UvW$na7ukOcfIgNxc8_UFEx)I?lOQs&sE0o@DrTEmz<*&d99T+OL1B zHm0zy-G8EMs@r7G(16@sTHjxL8P2+v5W-O}!7?#EAa2sjB{^NYovz<=GF$5B;b2p5 zbuwkAaBrvZjE!3o?kS6M?hKs6Wj;kLX3gA^3{`H;C7-rDJS1eaVbQOXyb@bt6>e2& zRcKC~`it+0ZoubjZ&&X~zMUJh{#mNtjo(HunfL!%vcO*Z=6uoo5~n-CjX8h%;>)x5 zXFYD=-WWUQ`Vr1$le@CchE%3oojc+6|LWGa@vl#%7=)MDO7xw0D7IC^hV??twYgm8 z&p(HqI6Y-;#H zrCu{{g(Z2IEqdv)!KZoeqo0?|wye?VyAmaK!OQY&s%PxVyfgD=-cHt2tjg?Pd9<$1 zpoqD6LZj@fA2KHQc7XEZAIU?nd)I-hresC77ov?i2B|<_xD3f|D^Wx3PqdsdM(c*_3!bW zf8kUy@9VPKQbn7Mv0r(Y^xfQYUYGaAyZ^^be!MkZQ+%_!?CNbV+X_|R6aGJ9JxXfM zNb8yCe~+@E_?gF;Aigr_-&Y%eOS4mJMmxKUvB4I7UWg)(h{Ez8QyZu=*_L=%6f~|=%%31+RCWiz<4>r9GTxin3v5L#Ne8N79^MB4- zK7aqO)A%npYOdVw{<`Y`0|SE?69WS`0|P^RQEE=Hz8;92JIOnb$&klky-;er&&nfA zhHGwYaPHvV(fNGw%p((%k9_&od*gsYhM@QVdGmDF^P4OvlPSKvH0PMXk(irdrfV5C zWostPD_j(zW$NvqyU=99g|9aRbe?@yJ)wIz@7i{s;y<2WxF){dRlFs&oJ-^@rY=zw~p>?p%ReA9PC$ zERzn%W-Te!dlcL3!4qXt!8oWhoptk?LVi!3Qv}+ z6M4G)L{t1q{o4n<9XrLYaL;b_d(g!7ul-%b*QL{XukrK5zui3f)vW9vvwy0ihP?6X z$Gg@tFfjaPWMGhjgghjbA%{OW#ciEv%hznc)4E>hDTBm{D+`&H>8%kJ?`Zld*yyrx z^`W=Y2N^tMcNs*UpSJ&dO1i#DSG9HEb!(x|8EU6ekH3*)SYjU!;=h+6O0#g7zf zx&2-`Zso|7xqnbza?^=EpFmx{|BAPky)?C3Ti0*#k>8+Zjr_!cvXbF~2tXEonF{B&g4p*}wVaS|(uOFf1quFgv zEz*n(4A+?%7=#%Z7^0o?^GZ_lO5#H*3sQ??K}l@w5vkw(wq$i8-}=10dN`LHV{4eB>wfX5sL96(iGS{$%}bcD)8omNTrR^}(bex&fe;&cpI)f%Djy7-a7YFi603GcYi0Yh>d9 z8vsi9#TluoCB^z+3acsT?IoB&4UD(=m{40!$N>Oy0D7U0&{`nGgj~dl?|kblYx`Lj){SRMVyI& GfdK$Pky-Ts literal 135583 zcmWIWW@Zs#U|`^2_@1O5#_s5w)X2cVu#tg*L4bjQAtgUKpeVnfSU<6#K(8V<$G6Xx zo5@hX<^QR|z1tlRIwd(=2->iTzgk*D>#?VeCGR)ug`6M5ue=J3cqKs zHWs9+A6}}+%KN`4_uk4Yrtj6hPLsd(!8$Vz)ww~Puf1g$85nq&7#IYRotvCrlnQch z>qJMt!v+Gb>w{9~-|(B&6_qL05E01P>7h_I%{Ev0(UDEPm*kpNrB4YJD#o*$`(6$U zNqYJJzs>)PDKUZfGAb_gGUa+3EZ({%%X#N4R_$z2*ApK^J<^osuh_dYV@t|4`>#Tp z$Kr1a1@wGm@!a5JaQXtD#HvP#FCGWkmsDL2WfzcfWEINF7U<-#O4H5A)Z;5THz8(r zk;m3t>8+mAKlgG}&AV@3_Vn;3vuRglnrwvU6!D%hvnr2&cRbhq-QC*V{NG=0le8+_ zyzfXHgW;$6z}__07i3C%Sd)(R9`?82 z$;V&OWyI1_caAUNxQFF@*%@lyEfSluOWKMqnk{r?+qpt4xH#qjccQuSvgF9dnT~U$ z720PSRF@ka!9#>(Zb}2PsuadubA7?6m?RuH9_C@7B@sjJ`=AQbe zmnXp2*DLOE6SU{mwh;# zxaZ?Srd3`0j;Svct~TAX{~){dj|;E9?cLBeeZiCme{$G!e>O_5ciY|Oqp@>otNT84 zp1GeSz3M(?g7qz_Y@Um-AWu5o2@8ix5SsD}Eiwh=y5>Y=LS8kejux3@( zo?kC#@2~$M^ylmA{`K=}S06VP{r_qD`nZ4pj=w%rEc)-!?&tdT)&Cy-UjP5k&zWrZ zbRT%M&VR&XSim0J@Y_V#`Ep5v+tJ;bbCwBQH%ZW%Aoak(!jJV{q{E`aUjy#8@^epA zE;%s!^KsL4>Y0YmBbfKhO*4I9xO9m-_uGQJ>9s2l&wL(S`}}Ck(Yx&*Vy>6(5q)s5 zMorE7+RUEdkj0h#9T|r;PYJT8O4~YnEdIvvcvgIWVNigZx{S@C1?(HIsV=WL^3`j5 zf!d=@7X(EXuKW4yhvJLCMaK8tpO-F)5S#GAM=7ZIv9HB*gUd#3l7SQ5CoH#`q~5Kx z(sE9r;7d&<5uRfmhI7x|O$uCG9sNYC_D26nrPa#ZedkL~D0{5zdUJWRMe9wU(~{3u zcKz*{+o{QQ(Du|;m5kcfDW!t!GtAq5E4ux;JMAm;#KteeOLAt4?^12dsI}EQ!Lq1k zC+n3-m2IER)4r{p^De&BZ~vy8egAFl>24@9%}sx=cBkGT{rf|k{q0ALe$LorzwFKb z7pHP*0s$R z3z+8U_)~nwa&^r)oq0Jo4^Pqc^_QFxsP>I@@x^U-!k^tVlnoEM9T)4~%Jf8f=Z)~N zqK(`iy`)-ZS6{!iXN~VnuLINF?$2wv6gjtLwW8pzeD_1!z8zJ%v?1g6`s75dK*87i z2R?bWy$|g#3OBesE zZ9cYj|~`@%6{FJdOxc^(%}aCvsLRzv1#d)dnahG{i#&l>7YIl1@aqp)33dPi?1Z#pZ~ znlkOs)4oM&pSko-XIq`JP`UgzaHf@b-?GECZ+7K}-SV2nEA4S(#?f_olfxr+R)y^| zyY8C%`s?l^zw!W@0+t+Nf&!}9NzV%k! z_1x0h`&-%f<$kR`7yM9UUfQd>^8BLg;*8YPl45-@1+Ea5?2VtSa=bS6XJ|%Eyy0Eje|-~;fLoUX9Skbx&Md$Gipfgs=Wg-3^*PTSnH!ehG2ZR(>NfAghaYd__y2uYU-SRC z|NOciSO5Qc_S(Mw|L*wzAKT^seTuL9Jo|n9|KtAmYrg)yU-Nsqe|_Em_y|Gz;>?*6}JSNr#EeEs*=Uta6~e>nf&m;Cxa4j|G|7?HF*T2iB=kNdb zzW&!?{`#8vU#{=}b$EIG-&gnd|9d!p-{04-m(Tx~)7H;e|Nrgv`}KeB$N&AR{v&@` z<__P=KVR3^{eOS||A)8c_Pn2d@_%pt|Mh3@((lthot^*h&&T=ue!i-&`i5q4c-r7`{kPb*xW?s#C^|04?VJ>J2Qbv6F`e||Lo`1t#ee^>eA|Gv%N|NGne z{lDHlUT*(?-@p3B|9(XO`)L2?hy1$um)|SvzQ2C>x8T$7^Y%Z=?f?D$eY)oV{eNGc zpKm`?|L@`M@BhF0zyJK_!}kAQ-q-(on_pKk|HtS3|DJuf|9j!vV}4zE`!7FN{Fbku z{pr)~`+ts~pCO*|$->sSJmuJw`7`I9DLsAIxMae~Jm(76=lvIcap!-XU;qDY`TP^J zYyW;cZufuH#rdo6|9g1(`~F?^zxuzQpT5857qjHUkC!=Kio5No|8<(bUd8@S5FPgu1H~x9?)!z(7`&)bDW#`p@F@L|`@A~_Ye;>J>L{fa~4vcxs<2)$I=>Ct@YbY z?1K51oHG6xU+?#ayV}3L-=*T{e}ztS&k)ZoavzuY7H-vC;rk=`Ue_<}dPk)_A9l+m zPfwPaWN}hwdnuRugYYGvLh>GdwVBX$OJpUlP@uHu9?wNyi@tWK=dy**X57kIZ*yB= z>%=3mLe?P3IVsaJB_Cg8Te)Xhbj5Z4C5z0OudsEl=vBF=5~zBy>d0iX#jDSD+-jM; zBKL^>vjx0DA2XU=uDJCTdOT9uyr)|D-g)gx`^zCrUmdivjJ{dAR0=q3N_Mw>m%j ze2R$rAHlr%8Rskw9Ulp{D}0==*xk~kXj7+`=EuWbdspvS_mNxl;35Zq4)YF$K*ioY znM<;kluk_VowPR4srQm@)s!vn9StBZhZ8yl+klOWnm2vC7tt2b5(e-*idsn%)@48J4%*ur4?~;)@4+ zYEy%|m1Z`?uKqV`=6Hnn?cW)FDK%2Lyy-}>Qm>4ZC8yE-56QiI9;MEEP_X28(WS!nu)6>UUQviyJ>f^(nHImpXQWQsd3Dad--DxBrq-sU6>=P|`v9Q`hrK z*4~n%epbmK=P5=*oVVU#OLUonP1Kirn84&GjQDo{B&cgseL zTM@FkI{jwX+@-mfyqz}p?X8%RFPhvzw)yp! zoVj+wb3*F82VXk&JW7pyY%18)=mwH9xnu|p`|OnCZ+w!<`V6g4H~euDxZrU-2jZ=e z5BK<*o~HKZ|8q3>;Bh<$6v=7uNS-m*^UOKJwDg$^<2jg?y9?bkEy{SJ;xX@IaPOX# zTh4q~xh%Tun(l0c1rzgbLc%>#d3S31rA?2ozSDg@ZS6#BM+fD*n@o#@Qv5D#x~Uy^ zi6Q=1>FIO3Qb7qr7wWkCV!7MjI7OB9>F$0p&38hD$)ywP)UCc~s5=%l$!f)MhAk^? zlwMMLT5ngXuu9dEiRQf_y<7A?y$Rf8>-8eAQ};Lb6-(<&C*~>?Oy29lXM53eg3Y;t zGM5dBao2xrbTjy%k=ZZ6*stbr!$=CT^#5TQV_q@6NquBZ{!aOEM zX8#Pz{uylhXYlQxf!Y5J!DSnR%MyRrADI%HVppfgk+CFr+q@SSPMlPe3X7<4*@ZQ|Tb+@3cJ^Ly5w;P~q#U}1epGrGSh<4KC}Qqg^1gmwCN z9{A|7{LP|ZGsgqUb2pj7%ED86DyhfqPpy4XdQ)m=c8WSj#gbsN*(=Uu@7dzEVUo}q zo1};@9@{~&yekzR%hO^#PWOo$Z(k&yCd|_3zAN>0AUOZq9DDj~JNK`C| z2HABNVb^KBC8^VIZ0gQ~TNQ0KJLAah49;oO7asUIvG1lUMtX|%IMY`@CHkV_Y=r`w zNsHf9flGLe)EkW536&AaR@DMLHkV9iD?FIE4w|4Ux4Z35<6n|?d~Vb>N3kd3y>~d7 zs?A=_TB~lwIq5pQ^JG5OLB@#a-Q(=Cgu8@#w%|Wuf1`+o&zc7K~C~D@wuSL8I~u!<^!lY zc@7Fgt8{o6&as^^M|M3=PV>2&ERE+)_nJg2x6gZ_;<5AYgDm@lZ99+LUMrWg<;BEz z;BwZ+>@EYNxPD+_I}D7EYY3ARJ>}ow~lF>Gpql7UtfP zb7~wJONzHa>Y{5W&fR1_dDHpKO|aiCEAQpq1};cXR+RScU0Kq6Hj|T0>g6n7feRkj zq3L(c#MsU3L7UqnHnYcWHZ4-;$XH^2?AqcvEGHj#v@35iFVi%hBl~ie?TcBUR1eej z2BPcntIN3;Orw>{d*84$9-g@FX3nCf=rzJ?mZ-+rR2t}1Ey)IXDi-Rg&(0}tX4y`f zWqV|n?W?Vjr0DU*Ls@-xM$`jNewNdxr5+z>PWWIW8M~QN$oA5S*${7i)3_<8`bFbi z#`fCAx}WdgwJJQAD3f{}92}Q9;(y)LmRlZeBO}OT;uWRr;-K8Q2i8n^GsAY$3|aYI zn|h5D_6x9p3R(XWP}bz-w!72y#(0yDfFdWG+{+mtza58$$eW3>o85&rKkk#ct-<_> z+wp+%UbE=_q8EXFO;2ndAD8O9`CjR0_ZCn~;0&lGkPHp|ZzuY0DtF#Y?zy=bR4v~B z^;KiH+*45bu`AW$tXhPe*Pf+MuoT^Y+D#|TkX>J%znJHQK1<`{i64)+J)YQm%vk!Q z%V8$N*$I_9bq&*md2Ed4-OjMtaj~Lk@y8c#k8k#tosoMx!*H%n;$Q%l`cJZ4cg|LyZNR|YRhZ|&M=`jX}=R9zIdQy z(dX^aw=JucEUSAgt3j5R_r8&`O97_0h~$_7%cBCYLNhb>}%~Q5UIfo$jxaeq8p% zcF*TIO$Q!&tUr4VQeqwES?$I#?YhkRc{W&sLw(Zb$5R_~p*{mOP0pnW`x@sw_TRAQ zUf#z|90w05&jmL>=D-^g#ot_t%JxJT%>Hrbu+wd38p2~jE0o**2dI@V(nQlt{=8{ylr@V4Ds8uvq zVZp?{n^KmXn^J5}s;#e>`$+v)a{{Qf!ot{FavEZhztq{X)AKw}_w}dWOanDm)IF|v zfW76Tt+O(9eMO`6WI2{@sk2t8!YWzt=Es`AO{QKeF3JRd6JN0$lrk85RY0wy6Tid% z&FJHpnxEPif0ctxN_DNE(gH+(#jWh*JkOK!l26WiI_s4%mA2=*dL7aGA?xtq7nx=IfL(b-&3;I$!g+cA~R8VM?IQO2=o|nEu$;se? z$Ml@02De=)&|0bY%_Q5&lVtnf++O3o&Fvk?%O^oC#h-2J?oUL|bH00}E|Ias8Pt}M zg;ncrWhdr&o|u<>V&2zXp!~=*KTF8+i;KGBCl>x$wW>D)#BPX8N_a4l5A3`XaOWvj zt0`LFySeYIksPEGk&+GW4+zR@9*X<;J5W1rzA6sO`pheGH}l;DmGyDc*1ChcibgeY zdxdnSGo7zjk*EMU@qjYiiSBSGmY#s+e%VboT^_fj-^@AxMluhq#~WNpz`W%S5B1WM z*G|k;_^@%AH@L~CJSFE_*K^jeR8VeI1?5IPXm0ded{plyx8}`{6W82cT&l?dEKzshx8&+8`Lig==eXD(!U_YV{=Ip z)IRcqI`gJ7MAz?I+g+bM7H>MTS=si~I(JJ@^ZAp>0pBew(s`U=mqGe;LHb|~^_$AO zQ}vgm9%o&8+v%FVdwy!5Ob*l>I1OqJL_)*$RQmXhR*>Zfx4`F!!*aV^Z^#6YC~AE2}#i z=}9E!zuITb*Re00W z)RtaFQ0;)xl?b1->G3qZ+gjY8yWQS_^V!t3pjO`<$=|2qKH41EoB?XVO#;Q{bZCUF znHak%JZMw0-OaGQTHpu+l`BtFPHZ`rerDgM@I4PcnSur&Qa~L!RcK|NoihE+)G2RF zr@aYfdnVp=;N--(scR=X`$unV!eTdZ zGReK1v=-9+`($x=s%aDNb|(I}$`YWS3|eO=&hu1X{iEAnVg~O0C8t2?HyD(ub(G(f z9f|vBm2$yj`J2$?pfb@4*4ycQGiC3jDYEaC?uJFqh&L&^e!@@Sg2(b4vx^M(pT%=d zyUyZ&Obv%!amlCRN>8bA)U0_KdJ`PUOGGqozVTgZdhh0kgl5;?l9Qmc=nYMamo)Ca znew->$zx+`e8_Q?=AFiByHX6=56II-=W zbY}L!kmk%fx98O)e$_?Ss>&b~K^z3kiA zA79YEdr-1D?xj$k!PSJQ`J8b#P5&^vu216MzhPbYt`6zPZ`g_@&YYZ4*tpm0#c8?l z6El09*Oy47^HeRpyaVRC=O00?Yy5L)mwb!WMCr$Gj#;!HoKv#yHbXau#Ps&9M;08g z5b>T~bZkMyuBp;KrZcXkH${}`|91#n6LCg=jrO#-zqtn1$pJcZ&%TU#%=_+lTFg$} zkGD@Z7b#5hd*0)?vBbuFMwY?a^DGpZ#Dv7HgtIoY*+ic8s^it~FbEa!P>?uDs)yVCg zqosiN^-_@Y*2A5b4AK*EQ-4kMyLHohq|fA?DU~?m`CQBR&62}AY}S7)o6i0?KyY&k07B}DW?7NqV2>N|Lj6Vv?Z^`8kZkCFx}~_3|p~L+OgYF64UZI?KwHw<5U;# z5@y?T2_C&uYt{>W)N(BS-&DGH(wVu2FQ%sOHCsv=>uzA_-}gq<{oO%}FItjuip_DJ z&(0>SI=ID7c+aQR)k#-v9ZUVICR!$6(B6CI&WzUvGbW!4b+ai|kC8jZbaifl#E~73jj!b9H*Af)asK}YN1ez+@7Xp>pGh=OPiDKbYC@vs#@`iQ{f={0^`+Anc%Pk<_;PB+yIGc!#;H4u+xER#dF1wKxgO{B zJ+J&AGT^lS;nezfouS`ZuG*eF_4g21qH5jY1V5|r$b_Gwk3Us4|E-c}PXgHlawWtj zg=sLGCQbd_Y6z0}8Us#AjCq%;Q)A|d6}6>?d`}4}KeQmit@JuHdh1I4*X%lO%ebBU zb)AsZ)mURtQd+!g^G>!q?UbLd{m827rdRV) zp4KITC2X%J8mP}*?ej7Fr1s-aHpg;Zvz}9)r>Pr%2JEFwXv2^C)1ixcC z<}rqcXpgTnEkySuU8{`&HkE>{Z?ZOJ6X z<|KIPIPz(8b=pl^=d$z1lFHBC0cVrclyWoio7;K{RiARMvp42DVzkLRF+fLoclI(V zpV!8YI`+HMr`^{Etz&7sJa$pnxsF>{9o#uDUXUA`W+MA!dzONMG+Y1Vh3)-;oIH(N{kH_L~-yYf( zCwUW;BPQN8EjCJ1@}6|_bez|ps6PoZRjHt~7!FU1;dQ0w*X%mJ_T@J2*KRtCcfBqw zOP&KRsr6=dxUQ;}dNj2iRBV7^`KZyV-D#lA{8=aL1{H(5*@YC<@Njv`eSb&O@7LX&L zx}Z*+&vd)Bbgxm^Zjfalrc55j(bjyx` z%8B%1-P zSK=lpmcC)vTui5ftjON5*olUoDXB7q-Jq*xU zyjz&-gmf4SR}m!CofQGp!Y#W_1II*<8$-ndzd$}fh;`&uV6Z+ z)@&3K)V6z@ynDmCh)Fx8L0Q||NPTX$%*SZOho^E6-8o<(fKi4V{(a!kZ-$4p2Ge#6 zv-L-~Ra`%lc&5~7*#_NQPV;+0_hQZ;W8T>F0hB>G-ouJV{`bt>?>~Ne4GPSZIs1*- zeyy1I+TfU_WN@Cc-Y4Zd2B~-WT6)=&Bp-r8Q}7-vH0AHHi`{$N3DL*1A5z~wp3`&k zFbn_Jq&pLWY9739F4UM7cn?&gJ&iSn)@V;_6Q0`Uh3t*Jp)cPXC(-;o!mU!BXI`@8 z)469`)t|2K(N67sZ7ny2d1KEfkV`e-F4cd}to@#O%6G?U@5GNSi1;;e#W9O^!*eHR z*qkZ6{w@3%Z|2N}$%1@GjZT5G*5W;|a&rG3{xy5}1Maae-jn?-&%iqQLr3bAax?MW zVIDhdQe$TLScsg~cn``0pP;FEOJ(HUXG{TIIII$gtH%vR8wtt`4`d#qQ?~E3BJ=0Qd zc0J(H*|Y0=v|pMXzWcQYTOv{Be*clbe)opBTm_!4)HM~?i)BHj|FI_Rdz{m!Th8ON z0ksY=(ulj*y~nAW-X7ZJuA{sMQn)7gSzTZIKyG5o>BAjc8w)h134&9|LwE{#Sex>& zw&jDJl=nT;V)GfG+%0(TX3SxSz6g~S_Y?NNV}I(P0}70zMu*_J^ziQ!hkkQBtTmYi z4a5K)gT2gL%4%80OKK~;m^iXY`iSWE6$-A{C zyTGXsT7f$1?BCtLX7};?*TAKZ7*gqD`MB(4%jwSo^ZmbqO2`&)RagP33g;c2_2+}# z#t(K*74tzESHK%y?{e*2J)xjd^M{G$p~i^Gg7-L?lQLnA%_Cm>B04)n!*z1SuZema zl^;8xIV}y`LgnAVYhHcxw62}?Lu_r--M^3Qs=l)?efNfS;m4ZFZO`TP6ib}(eD3vR z@`QrQT}Rzd+kv7Pqe-ED?e61cKS8DVB;7xGJ)kBksNlJywug6Cf%D8q6W=->X9m~g zsBHt`*YAW&zI&Fv6F>Gqec{FjvHisopfV&=MZPuV;O`B`ZcmW|HR&)K6~eFIef;$w zoXgYm@HQHodcxygS$6M_>j#;&e~* z9!cU4oBQZjAGoeZuK<1@+4Y;{ZY?Mcyz4or3~Edj8>P+qz-3Z>^Rv)SP^S!3exoK5 zm>%oI4-JSka{t55RV}BT`@YNJ3`q4C?XGvgtPceYZ9Z?5)%1{vML}p>hS*^Et)6Zl+?)ys(-w+lLNoZoYWe!no1oa~h=I zn4}uN#^uPYg}dtyR=Mk(y(7uIJfaHH@{v1vY+H-==ce=P(q%fP@@$;oxKRbJ?dQYV zw1>8F*Y86z%~y-v2W5`Ms3(64`7qDv5bxod*`U06-mL=Ec5i`~jP2iNwtoN7z8};S zNj|tct?bwX_l2NboqFJSo!~l=3XM~s&Ld_~koM5_9^)R6Hsw8_MnzX@OSxINqI8qM zx+N{ICrM(fn9{}WJx-Ij-CF8@ulK{c@H1&d-RVrl^;5wzAz2cE0F*VNIaRjx25{KzMa<#$DJD2l3K7dSdaF1 zgGw#WXXhkDyp6y`WZn+FnS0-49@V|h(H^IISUcr{_DNXxJ-n_wKBBz;{GMBSYrcDW zNPIc<;vJ+fdEH}PgXfMtJs%T$!5zGEP$DUTCzA5-t)<_8L|lA(XcxQAVsIN0RJ@v9 z-|}dYanTK zO6%&Ir<<&k1+n!O^mTS0zdQlaTiAHM2h_#Twk%fHub#QVRDf@<(JD~*FWv=dN*vVQ zze|73F8zSJ;*mSS;eQnx{-=!J33~3>v!sPxXYnq5%#Leo=y%ptzmr1B4<%$9tlBLH zPFJO~PY8C0d~e*!MnKPkh+|c-N=E-jf!d+H@;5%Lj0g3$-hi4&C*ZxU^Y6G%zbkBg z3Tn*tyz!H;Icl^C)NeXtzUQCMhMMHH2Uoo728}Vq!NwRWzh!-0{rl9a>X?bUV|HJmmgj!^cGts{`+1sbu6YZjZfjzJ9f%PD+5z$u~WY8=qLH z*Pg9B`t)6kHn+}C&^VV@Tf~V45%B)Z#y@ZNZF(b@uLCYbHr|8OvARxPJ9kEOp5z@^Rp%G*O# zlHCRc@7B${3mJMbz4O6I@!=<y_z3C;t)FqKU$l_|t}CUpIrwf|CN=k|N$l`LLnT zxpzTBp=sZ_Uw19ty!+srV=>^SevI0Vd53ox-F@Js_|!pX?p@Ge-W$kZ9%s_cn}3;I zHzt+s-*8TH+QB=L&F(sL@A5udQmh(t>%fkh=m#&S_c(7XDFcl`Zr*(mGOU!E{+(as zXxGiZpf)PVKzE(Jdv}Ao6%Tn^d!&OJ-Hi?Tj$XP6YKNYChs%AScEP!KCF?lNepaN$ z#4Y>buou*p02!F{5{nDhMO00fOoml4p=>vJS_&)YJaT^q>NA~t2O2{ygO8!U0gs{X z292T4y~_*g$1mM%J$Ln*0%g|6pKOjVy$K4zUAsZUq<8N^#v6}p+WnioE9vOFy2RLx zCFPK2^t*Q@>l#aSE?qXRsjdNyKi>s;>K)uucfo;P_MQ86o%WTxcfq69pys;8(eK|* z?f71-^J#5B`}g!`(~n$wcsJo54|pKze3GjD9(AF6_m_7islvK24mzMNOyU6tuN`~V zNuJxt!JeeL7)$>}+p+S0Q|Zx3XYMAHHCswFCn*NA?fCs-YT;u8UJWrx{v#Mg$ESG_ zmHpShZU-fd?=us5N^~IOwSGT5PsDxOb!f65DE*@Ju^vp7zbDN7zEFD_sIY&Tn+B;m zjn$KniC#;(IDPK{rOQ|wan(t8ZOxv8G)dl#HQs$trpIx;hq`?FjeQ-3$vclOPqBMZ zp#UC41CMP%d$@OPH@=&hl==tUoeZi5K-JZ2$RJ2%*M5`rJ*QLqc0N65 z0UAFA)v-u}LQq|6p6d5Ff<|4ATkqt-+Hni9N+e zYW~W4a;kSGu*FRE!7_rnxH|2kZCv$TP{VZN9mD|TC9dt)jP>}P8;im1uu@Q)19?#S z%&O`=-*$nTZ^&b0F&{*_3!YAU6mskcrBC1GY?g0zE4yASd(1*T`BUzJr|(*-zw__5 ze(Zo{2rBKa?YpGyu@T=pmX^;noB^-E9_gRee*DSk;5S!LHwmLwnc4cC=b^3i!&u|; z=9`kuph29orcW8Coe@}fhb`vuaSMUd9N>|U50LHz%f>$+=0#SV7r3{X=dM0zxE$2p zK0Bu;@;M`a#FE|1J8OibAY;m)x&|^91geOPU%xB7e;wR#OWq1<-Y*DuD^D-(Wxbvx zxbBYIC(n$M?>Qylt}S$wcivI0x^n$ByVGC1JNn{XOC$3%xpebm;6$}l@~G0C-_KL; z82mbDA+Q=WV4^TB4O-kdu6fcuwIhP{&~NcI+G0i;(`3@kXB?jKI>jf>eb3H$1&4Rn z7bfc*TNr^}qsZUm=6=t5sCweU-$xTb1#HiUbu%ZQE1g~NRpa5O-|1?1R(V;7V1`Fr zM1{VKkhIbJ77624LnF$kzVY}9CuMMW~c6lGy10*BQSeBhYnTO=v^#JyxZ@D z(lMC$b#cq-!yL138DVQZh>P9hZu#z{WY&=i9tt>CRSqgjjV2fCe7d*HWKo1$g+5lh z{z%-=TT^`mG$sOb;aTOlX0@2O=RY_ufGQ)5F_Y@VhqnL1^2M)-p5}Nz3!Xs4ZnVuV ztUM8+_gU?heZ3ksL>%vIpN_gU(CnmwoyhB8KzzLCv-55LZy<69@+Zv6_H zgK?c9bMz8;=HdDtJq@vkUNawsu4R9^D54qb5Xg1EJn?J4RaAItgt9>Ors~Ye=S&|8 zYf6NFYVzkxz}mk}cv#!;!A?T^o@sG9&zz)8@Eol1&HHorz7Z{RsRa2AV{(Ll&FTx-Xn~mt7gXp!d$X6<+h!BE>5MVd4)R;@ZO{y#h}6xw1{Lr0j$8H=`W;It^H+S>)@t*m8|wf~ z!d=_Cm>f`ojQFr_=3K*yBSyQdXJ>0INt*c1Zmo8h&f?wtZpcmAXOU|zzJI6u`dy*o zrLsiZjU3GKt+Q_S?gUTqS>F91CVOaV;Q{RnJ>5yYAdMYMXF_N91+;%AsVZILxcis; znsuc*kIY7s&C-xj&1an*tub-aD)hc3$aG;Fm9JB{K-z6OKIrz_spg$a%btYj4AYr_rKiXr* zq~#UMpMr*OCO!fUxM{}0#`-nuQZ()6&4k1!qrZerlB8ywv3hda4!vJq@!z=kxxpoc zmknsD@d(8A2etPf>0fi?`19O+@oQgCX?z4tGqHXE&0qIQJi2*0PCe$UyTzAN9AF87 z^^jSs^?wBHHwoA~b;x_JVO!rLuzn_JR$lPY%^2>R#~TY&`CW9BkMz5BfGYo%3h<2b zv&c0k`9BJCfBbmt?At?C?BGE#c4%u-ZMK_`&i!Q-XX*_2_RQ+x^OyMGWen|{JP7@? z*XzjY9k0)qCC09w(73(@K2%gHT_DK&@DodXH>mQTqzI~?QeYLA&i=#xYYzKgc&L7J zZ@fe^yUyanuXpl+CZLu+SZV$6lTlK(f=pLxNd;(%tQ|4{+!RsQK0l&;{({5)n>Ow@ z0L|*OUkA_sbM4&Nw0G-mf$#S!FFZV;z4)*&+g>9pXoT(gWc}xe)gKnwI*<^!7rNKT z%4YWKzdbVi5lhyqZ+g!IYG)ha6h;ibGgMj zRZwqza*f&xPzPlr!#o4fY(K10h`*~Ic2|AHyUC!bLP%dD@b1kR;hP`k7Cbe3IMo@{ z6UAtGb%uVg2tQbsc(=G5)buic25v$1e$e8m{gM|LPqqF|LvD^H{&arHM>a)5; z9+?gBGNR~^v^K~0e_JKWcdE*Cn1ZI+F&ZhxCExWU-cJsIw!S>U4d(flemnL&ldcgF z;ya4byLo4~`JJ6}`TSJyP0+{)+oVvL4^X7nE? zf#wR2{VG3nz;c@0bI=UlCdB4(wu9P!2B;M|Xq@z!#O>CvexMnclL`AE zD@&&Jh?m@m)^@(5^X8xhXz&h{17V|W>;Hh9DEHpvzTTSZcX=h{XF*+a(BdJZ2a8e; z?VZ2-e85JI_9W0)1!x2wmO}2|O}}X1Z*}Yk^>08^1WTGEy9*xw{+{&W zU5Quz2Tku!i{&37AuI(Z};3$q^;eRTJjw< zkdAPpP50IxcWV>x+Wy;?Cw@)1+n}IpDR{&gl&>=n%wEL#{pX#(Vn>x^I<`vOooj%R zMxdiUp5U3u0G*R_O4eznS|ka+`>P`SK13C3{gZeXHUfX~t|@4B6sVHaUjK3Wv#EuZ zk-{~aDxh)%oRXof?WPFupltkt-TIq~_Zz4+M}S%=pmjuHMcgLUH#7VEkJo`(Hk&{L zp2%w|^mTUYPq-^Sb7wryvvU$Q37|}+o*cI6Sbu`$)E!knK}qDqJ5UmN1MNes|MOP8XkHDa^MMo` zphf{`lo>Lkuf4uv;e>+s^-Pk<%@^;AgQj&*)&l%Kw5vKMd{b=1cNx$k7jTmqRQdOr zN8EDQ@x6G>j)Mn4HQ`0@IxgtcQ>9q;*WJHQ?W(pZysP(Sy7M9K=XUGYzKB^njoGxIx%;yoPh6AQ9RvPCg zd}!(<;WeK?i+sS{88_(6W>Z96MSNsMyyBkqpx(^9-QH>DGeFC$L^ipqRA+O_g@0Xe zxG@~$zN%E%6hQ^VeWJU5XX%uy^ME8ELHOG2@v(@OYWu^7)aQdnfHCG?*RR=qT$Xzq z_v@}yoAgllB5P#adodY$09I}a+?@Pm4bC~a8JHQ(=>hpz#RL*D&+$SO$^G#qx! zWg}=np?Aaor`nIb^tNk=J#C6O&m-P#7^u?>TN<=+l75)eMz255wt%YalaQ5T;7-n( z4-Q<%rcMbyvv>;gM)a1*?%nkZG{WAz6TfycqNh{+J!rVG+$b!W=h-xt>%pT0G}Ox_VbWOALfzbe z?fk|sUFFG;6^V_XkB1-ITQ71fS`RdsUQ!7f&^-+w(47t*(0%&%(5~kZRYyTfvm7^; zR4y;}HIJC#bN{wgZ^fr|r+*uN_D*{FDbE1fs8g60dk-|?JPkDXDe~$Q$eG}7=1w8u z?y29W)@WaO`gi6})r}>U=CJj_0;l!f%WHIrp8nlhYR^?#30YADo@&%6_$>bT)Se@( za-i7WwFfjb`xHJjdm216`w2WWi>&Lw?NCYcJIgAr)EV#{z4R0`e5m&xGUA-RaZ>y} zVa@mNgIzaH3Iumep-acsaISMS)_E?XuW2X29;XWGVVxHED6MZkGj}B;g;_yE#-#}?6gjNa0faUt;K!E)A9ao z7R~pdQ9{hYqlk+Ba9dD5TPnWC7}Q*?0Ih#vmGk`XbwA4M$6Qe33{*JAfksrp1Ez65 zVFRY1!UnWH2ejs5^G-E2v6nBMyV${VwHSE}G&Jj2?q79q_d!UaPc11oyUvlF94{Ge zWK#xOA&l9Wm={sr@4p&6LWopxX3KO&EZN7p#E)Q0BE)on#cC<25Fl+3#9Fmf0!wFtnZkm5S)dDYZQd4&S?NbYSxWN%o{vQ2Ib$MWh|~ z|2}MaTasrQv?0!`y)IWFChio2`ui4Vj3UH-52*R*S9ZJgs~s07vwSPO6Ev0EW?pCE zPMr@vT%c9F7%KtJ9I9^nFfTO((!vFeCVx2hY*wQAi|}Jp6%W>4z`FDcG+SN|>TqrB z`2-pm04*%L8KZ2Y{eEiUQ?tX%vT^CESpNY$8~Vvl;z!sD$RNa%!~;ipTcp`0NrPId zPeBXY0^tkW;_n%2zn45!ZFUM;eD_DVRi+pBa^`JFkMZP`YxJ}fIE}GhY+hvL`G9-I zk)nJ_l21V`o&cT2dp7SpruuDV__3)bhk}o3vL{L6w8}d1L-fLX*~g$O4us$I9o=Db zC^-;RzG1F|n>qD6&r@6Jr||KIr*qGSs(o5J;jL-2|I!6Ap!IE_PGlvl8>3ZMslR4V zy2g7~(Av3%2=E9AsD)a2sQW_8>BA<6CY2v*j5w)N1I8|KffKtn%IOdkFH+M;c| zW?f|fANrVuj{P2Sv3rjnodi#T!Uh40jndlOnf6?ozW2;Wqd(1sph0I)#}3-C;*9%w zckhOGaSL{f=bRIe=4ggbk%AV3dP~H=td4$=_YySriCKUo-reg^t`BMrvmG@G+XL;2 zA8yE&<~T0bcoN$>gSd$D{^x6Nx0c#-_P&Fp!i#rr#v~ux%G;tnKimM+s@4ZJSwIa+ zM3d^!u4)|%P<{rjAc7Siz1q(L4^6!-@jkc;6dD+XhxoO-+$Gaj1(;Ri3PWCyJ` z0uOj;5~Lw35vS( z@W7$!J;BAG{`aqktJpxj&0`kovgwh9kJ%1QRXv*fP99V`Va(1jbH8V9`F@b&J*Zg^ zHqq~xkM_FU1pVr`N6Z`LL7Oz*frbQO%jrLydjF33^*iPgP!NGM?KLW^xDHw{$9(fp zN5Nr>Bso=V=|VoDyk8t#E2q9OSv>PDctUdW!-p2@zpTBx?8n|87@atqYSUjgYg2C4 zHoUPr74z?q#0M{UqnYbY#phEyV$}99`C15Mn{2X9bkI2qTl^DoQe0bbYoXxOwL>OTC?SsWI~|GcAw6 z+GkgO{qCbp3MlYFQzf7UC_V4aJ(Eg%^RDIhp5GdB8+$-QwV*N{ww?jB3Bvu_UH2F7 z7QX=v5P$|8AhUNG>DO%*Nhll#eX$|DKsAe$5s<;R|XVFW$X*=P}XpM{0L| zyDR2_7ZYP9-%aoAoXX`v12=!dGIT1gLtB;o*w((ei`{eQc)ytEE_haw^*v7kMY!eH{~amT4mOsPj(wW**R6t2i3{e z$q%~vpaW0$>(d`ZD?V&1I{eAcLLeKoA{#S}Fg1Y6dgN7QZhKhH#(lGTsIK_%!s?WY zR-P(&e-<6J;0Zj#)4cW^H&4fj?_u%9I$E{yot-Tt5?bw{!pzP>anKVTz=`I6{6VL!39 z740^@lgsZ1w-s|9mc!R~Oif^(8Gh{PreiLD60l{^`4Q#){i5K8>BfsZi61&Z<@cPP zneH`8tkpM9%j5@DVI7?D*V*kq;jTJp)`magSW&s{b?`*_^Uf`7lP8DMx^y+kPHxX>~%}a zX->bRay`r&(-!Z-T;Hy3_q!03wL#0rV6!@v9y@eq7NpMnDAHZ15Qe_MJ^lO4)bEm; ze&?(y2f0xLw3wpU=vl0|O~Sbp0oo7o*fi!m`41D;>A>wLi7bdbaCIeM?YtC|DaF?YT9NZ_HTi9P&T;NhxO;Bge_ z5<*9v{kxEK9W|0$y$Zam?1|`l`_0?Sqzm?&9$FagR-(>RmFfar8Cmhv{rgPU?~;pt z>nMNcPX5q*q2t{wOVFw4`A0A2x5m8w$; z>ceF!#&g^h`(SKYXg=w8j!OBV1>tT*kOpQ`cwN!_$fEg*JI}inT?Y?dfF#q4r?Sec zxbGs%LPU|-T?e!)3cLa0S#-^TuiB5jhen4`NcsufG^>5I=t!dk0Bfc-ba3k3bzCY5ftncWnKLYhT!Sw~k(h}~| z@3>RGAB}kJH-jfhvighw+fk!U*0Zx`et0KyXlmjiR%6iC4vcDs`}Mm*{@rg6?UHYG zE58ogKx{ZUSm)cDtD5s3+k+Ab%7Q@9iVtznl7CR=mOtWH6w)O0S(W6CwhxN;Ed2y3 zAVKByMo>AO1>Oz(=fl1YALOQQ&lSIBn;`ix)_AueWDnJwhe9@O+*mQ6G z^{_Vep>5sed!TNJ5@ezlJO}1=?5*O>Xm9T}eAt!1nf%AN0&52WG^Ba_GkDQ+#9PQJcW{rccec=8BR&4) znjHr~qiUeR7I0$)JlK--^KNbGUE93y4dBET@owF5=q7XFo4LJv-&7uWx)|%~H0{&x zK1%;AOT5c0cJngp9?(ELXzDV1-`#@j@^8CN_f$^7I-#F>x3=}&KJZjIXm1~Qr|HZq zf!{V=7k$52L8b~k;TG-&op5UkuPcj>EQ?p%z5ZBL`Jo4r(>5OMfow;cT&$KfagH5N zMY=8e)WK(!YXzG(gU8g~)FsMp9G}V31athC3Zw5K*-g znvk<29-h-b_B7S+E_&XrlL1Qx(h2cC68XZ z2^nN8LmFf}_YO43xcPT$>CsEG&q#o`cYunX%!aKIJ=&FLegv-A3>nURgEX9pYXNQE zhc$7>_Ws{4q%HP10QU;obrHWNu7WStUHw2bb>KY4FiYr|*JR-QK;+`z+nke` zTsjT5jOBOi-b>T>t|=7%1X{`oT6Y@{@4w^Rr&zC_H$Lcc$>?V)Bq7nm*Ks(sbXTPeGZrZMEz6}~@OaZM=`=VzI-dVHj zz`b`p($9EqiyLBF+^#qWo`}*pG}Ywz za#4G%ll;P`-+lZ8nu!%Wec~Os*$yh)Qd>e#_MG-sa@SGb4Q};<_cws{WDA3~&?nur zbu9BY0!?tV)>9WZ5jr)z(P2rqZ>|}{H$86I*_3yiRk>&mu?t-VLL0fbo zE8@Mx%mj4Sri2ar2J4rID8-X`bqCYmEw+eZvhQsfDV8tH~?OgW|Y=gts4K* zJL);p#zrgyW9i?|Y^rX1GcQ#SHukx`=gqlihpeB)OHO|-sSj>>U`%g9cKPQ(A~;EM z^XJ1iT;<)V%QD&~x-%)tt$OKR+)Ha@2X! zHYMRS8)$U4474I91=`T;cnWsmo%Yn-8{+M>>p{mXq=2eG@Ua3f#lm&=7_EB}q_7(_ z+>Onhk3aW=7G|fWl!IGiAkRe^*_br!+rF~rM_@+E_Z*b<6`&r)d7a(I-^OeQZRt2A zg0wC2XPdS($M>I&@t_v`=853>RM>isq@Oo!H@}g4f9Vc*5dz3Iwql9(&r^J67DnqF z>s95AknVXiuNR|*G&A-4kHU?xWwh`O;GMPFD$}{!Ob%{J0d3Vn4wGk*YaXS4KeVZO z&)@Rh8}3<(B|7LFY5;AO0}W`Xt#-dzE#3BmXCeDzhc!th*fvk?2AwS+yV0aLo#zP~ zWTm8Eg>8Gn&$7eZ7qAYIftpt4Z{HrOS{?zKSAPdxTKtsNo|AL>^VEi04!8y(|mU9>HDbl2h@td z*qFC>!-qJ9J>toG;ce(cpmlm1c3MCFwCmgkG0^fpT$&`$#7i{CbAk5eLDu`SzQ3Rt zqxXbQ78Lpz^96?vRqwf(0O|#TdgI^$9?*n=*p0h$3oD!4z&&b=xn+HwJ;zn^z=N)b ztP?*xxf}6*-OR~`#fQ8vyh&YuxkvOgWZkjjdiZLS^?%-h26(;qg7&JUzA^6LmTl~2! zF?KVkT|L*Z;)Kzm-~UhFys2k-O2_k8-z|mx4g0q=2<404IehQGtB#iRFM)@R=@*iX z)BD%jH-$WIy|7qir&p^K`z>bJ(liUbWs>pWQf;$L#dNduwZ-vOQ0ZjG5oO?^;c?g4yYZ_juW6 zKP`A)npSLJogT9J&pX@5cd_-_^8b^zMDl%)OIPbYm}Yrr_ty17g?XEfe)U~k-%tV4 zsCXZwaRNf)C)>zRvG*4n{X3emS!VOS*Jn};Z|JnwZ2wkT^YpO4bN0rWa^XJPEHtJ$ z@4G(JUaa|O(TVR?n~U8y5;^!l^0eap*Jqw3l$~3V^z&);rYF1SeYE{|G-IR8r@iNVz-E?b$3K%i9g(xF z``1s-{O-d^mTz_+OxP&%ZST1pzO?5(TGQ_DQ$M{g`=Rl_qwD_v2+(P-U2i=3C`iTK zTjAmb>*gOkI-wv?0A%GCu+CplojPIPUVqPd`JLsLt##U7X&#Z)=X}JNkFGNA-no9? z;hDy4;3~)3a&H8&Zt2gQ8ZPVlXC3MA%B6Lz5_FtcQ^PrBH zvB{4u!mrnE6%<{0FmZj9`}zq7<3eZVvqK^=yzb{b-JkOu_dS2r^ZvdVv;Auco_QNU ze${!lFR6X<+7tx{K?HpmRG=DeFgQZ*0lJ&>E3(O1K!_Uc<=R@(@7sD zUjQ+Z43|Ebbn@DUc8df4R&4Eii#p1i55`#@sh)dN=FB5mzq%?E|2Iq$hX^XQ%MhU3TTX1>?`x?{oogNYku?%hq;5W)98F5QeBoC@CG-Td^f zamDvHAKsNdOEs)Gv??#XEGK>AjDV)Xw|y~Pj@pm5AH}8b>({qG#1|hes`zeY9LX~e zWcsb}S0CLon!63N9)2>j)R=a7w=|E~>4$gW>1S{CwmsEs@8`+hyPNP~@r8$XU*Dc7 z3kn@LqU$cY1sIdgFQ>w(h4N-jzbq&+hcoyVF0syJ`4(@3}oXZ1!BM zZ_kvy9jT+1^7v#tTlt^NmtSk|i?xGY^Z9rZ#Fu5~P9%x$FV~+|e%(H;r`|A3r@7HM zZ0<~%Gj9^ax;+K2`)s=x#l`$0u(>%-w7m>$XH_U9aK5hk`hAsY)zbQe~3t&5>tnTbs@=HP|sB`tR+-w;zFGBhMg02NbQdn{Qe!?t1$D-O*3) ze*OFOQQr+>AGieCvwQ3M9Gzpid$-@4@g%(fq{Cc7XWHT2(8BrXr|R!XmF2aopZySD zd_AJ?=eyFhO<)DlzfXNI{GVEwnDIe90~EA-z?thFJagUOEq;2p_=k5#4e#Gg_#k!K z@c!O?b8jBhdA9GC+;qcD_oDmUHp<-FYk{gyC+zw6cXOZK{o4HN*nSD?k3U5D~?}z{AL83`0YE*c^fQZ*PK(l#|x6!CkrhsxBg4o>bCLAWROnXu&I@nGfpOL zhzLzH{63Y(F{@zV>0h@WgTiL*;)oLo8&{p#-V9DXp*s63-|Ku{SASjpf6|-97ZNr^ zgeKcrZZo#tws}VKyIxaA9=)x{ijVQ~bw4$D&(?gjXa=kTim3a1FY;OJ>4V@3CJc_@ct9s8`;C*ap$^UHOlasAC zCtG(PJ+ka*d%vC;)@$EzY5m%C@Ns+(EVUNpq?Z|V?_7W3;g`T>?&F%=`Ws~) z?JWkCcuDXQFH~oL#e1EP>*{ZSD$Iz!0f-dA?ojo>D$wP ztZsTImF5s(*xm>UBxUVu=KNaM%)^czI2bK4XP?Z4)6BkVETY8@-JDYyg#J&m*oyS?r$rAh&tObEEK|1+Qc-6`)Lhz-Vamg^w>9xFSXUxM*HO0RP7yLT zyg%Mnc0)XP!=Qa7)SXh(=9%b3@-m0#C*Ck%ZdzT-Zc@46CbRCh1Hs(IN;-OvjZXK~ zw}(2G^BODU%y7O5&CI-~{iUX@ZEM`J-Qb7iiKY)SX%06wSb+kxB`H0oBQiPvLmbcX z>KM_Ia6{%pU6xO3AvIp;#!pLQlDPM&d)_s0W~ zgC$eXLXOS@cF8KJ}~X;akan zs}}6;s=QP8zTh{cEtqn&O+BxE!<{<*y!(e7_CyJUoMH5xcNgrrONmF%BubtSFXX8Y zz2JLPheONE;ttevp&P;4_SNxx&PXZ{+pO?oNl8xTr<_bsj6ZECpEvU`*RQ&VkkqO5 zEbzCwi}tgC-=Mm6)eYgT_7Pe23|sRPBMkd*ZCBVKQS7jpJ<3NzqTgowj=1?}@6X%5 zL+i!5M7gc@7FVD)UfrOcRlniNzJHw+CWbjP+}}nEn4MYtP4+^P)5fFek`Xce-3Ki1 zJzBM3cU$F^e-A)*fg8Jr=dJjAFzENM_%aj29B|~pw51*9$-7YZ4Vu871^#Y!hJ_|5 zrKGKRm7IQI!>)_}a-Av^!`jvOK`BM9;*fNfuHNIjnTQk?QD(B{R1T=!nRP>WvwcKb zJ;P>D%Iv?nT_I=2@i*2BjMne^?P}=n)0>x`+`RNAv##2d-s5Gn4tw#2ok{-24l-`djKgoPL;4M()k)vjPrrHH ze!oYpP4x4O+T+tePAuDgBiid|K@yvUbj_YA$r-Dg-dQ~}{M`)KCkxTXp8!fJ&t`6Y zf8)}Vo0r}+idC0unia^;W^I%Bx>@0#8i#oskKFcr#|WeL+mL*x>@{sRd)|NcW0Nws z=Oe``y-9u=!wwB>$c-j}YbeBmpq!4qPQgfFT7=AJmo64FFg ztxot}pRgn0;`aJpwPoj1CyKI;0EW^H;s?}H*QRc`Z!x++L?tvd_7KcL(8)V?xkPKy@h?2=5I{7*3TAT z)c(|5Q77{5Cun2Mhq+BR z4BMZZE53=i`x&ZF_O!oM+Rxm-2G=eg*^tcEGJjfW#wSSfek8p5jd@3~#Qkq<3zKhN zHe^23mx?GqZ4Lg~8#Ho;zjOB`DRraMkIY@y@BOyT zQDdh2_h^A>XBPg3_8cbJUi`au>F=-2C)|V&PpT~0&pgYA!~5CAzt7$U9gIJ&YhV`W z{c=06(@C3M_nS7P@ZF7vwBo0}>3o;3dw0EjguyI{7?7E3_#g%9#`5WFyp5Q7cD7o( z`v`!2(V|-X;~%sTNcrh`lBag=*Y%}~I}=apr1Pn+cAlJG4#`=L_c{KjHXX0@`QP(z zo1;eLw<%{DHl*AP+@uBRL#Ft*)Ms=47i-zy`tW$_-2?k=qG#De&$7Lc^nP7y^q+k` z21|qz=Jm5CowPXwcJ4!jb3f$kK3uP^*00v4`kAAi`;h*0xrgr?#Drf}{cUK}uYSX9 zE|G{G*P2%Zz~ZKLwe6wH{T6F5hO^m@IcU z-|>cF`#We*jtvYHhN`I(L$tZWtc_Qpdk#Mu6ml#@uf=+K>HM^X10B zYstTLIjo;;_zSJ5jvo@fEw6L?e$(6S20LDrJLn5HaT^_1~i% z!+9*R!SqCqfY-B&f5loV-B zuVqi@QEO9O?X1slGE-pM8a`dMkPn^t-!>#HJ9gU`*4~IH3xU>Ht8NJ2l-Ic_@9-^J zBJ7OvZ&_Hv*}uQ(^SZN%OB?R%$a4SGc(E=??y9`ZDyS=0-4MPiuX9!2;VVen;$N~C zQk)_T`(JHeuI-JT!ZXR=r+$M^J;P;i)&Fw4!k#DJXMht8 zPZihY=_h$P>qN@;90j%9K3DvE@Zk?6@ibVkw*gZ}5>di67?UUka9 zVc7gyIqr@1wddg%Vh`I)v$xQxhqSV3YkN3ev?SP&yQ#~y{V_DjXni~K(f#yC_kurSZ1yUV0&|YYKmsN@ z>W%K!9bz*%+ZN2f|MMG9Zs>*B<2GIYTQZKzbnOTAjAg4A{aC#8$5-|v8A%mVpU=D~ zcbLriF!RjfAG#~PSiC$W6L#_XlKk@@!ddTzo>Bg>*!csrtP-tO`mtE`$5-}~8A%a_ z{SV4>GCw(NPA~7?yY$K& z|G7>P8?8(#%gn169Bt_;J($nS{VuDbx^2JKi*-qCEuyFUx1Pvvi(N7Op}oU$jo<6puy*Fg-xm|VLrd^3+l{|3ZuzXyqWW$kJ6Ui?jYm4D&47+bm_H&f=r8<(Cm zrk#H$R_(3%Xs(i&L{-d#bB0?&9nEDoE4+v(`T=XlCHw!W+w^DOzTPAg!#6XIzmFD} zb4(_BmMtjFuyqX6*E?-V=Gz~iUUqIppY6xrCqMoE_44N8 z&cx$3!9S3)A>ZG9mO2$I523mD^N+tzK0sUVAxG!^_?znwb!D|!L*VA4;|qdc*5zvfqfBK{S)U)dtM+PRyvlyTmKEdJGpLodsM zauc}!lM?NoSfiB+lFUyARSgNxJhijZeGWK=Yy@xJ>)};_s6Sh){X)H|6DDma6-QKBzpq z_*<++-LU^&IjAo>!|GpZ|K5w`T6=BZ7lvMlJ!(^BZ}|n<#R%P~US%Iy6@UBv#UmS% z=AHa41`ZZbotDF0=O=Y%!G4iFw)r4^hi%I2E#E-(-Q4i!$h-8@@6FymP+p&iRh-K*gx?cU=y@BtA&5IoZ^@Tl$OW z?c1Nl!ddT{o>~0Ozr*az!f&rZL$Djvv+Sc^Me9E?m?dE&f3j&qqTJSe#~TLyx3(|P zdw6__<(fEqjaRTJyi!-T0v?6_SL(K1**EW%(JYC1M{Kh0H+@ifHgnhe8<&#uHBG7# zZ|e*5Y-l)h+Zf!%{Ji7u8(3E{6{NUVg2Wx%`*=2vgYv>LJECjg`5cF z&eYcVx?ATvzKxcM>#n@^bfbbzXXTZB%uzlow)}WK(Nbqe`cIf2@6?s;K=|=a-L^aX zwt+If=Ni4+@$=xNe*A&sHZu-$St!EN4YCK1f<0JUd;4rgQpCnxIrWv>Oe(j5nwfR= zoavut9QNX!chn}&zWUBS*2JSSd5B2dK3{kH{DW^nk@)x*|-idqHrBC=R#wJ<}YR-U$F+gQ+QuF3jy6cYLKOhTAYQBec zIHbbhmSx=#-X5>BeZ9S#oABYb$~(}~u<*B7$($n(iZ988y*#+b3Q}mx?W}j&lEk+Y zT*P$QPW*jz((hlZe}QY4JKI5l`2-Z08rv#W;g z-*kDTo;85Sk}_t1GD1nk|0R}d7A-%6)QlUZn&3Ee9L4{``XjtWjLH})Vm6ZI{s$2TYr>y+*kTJym zTkmDEpb?*SLwM``NU!MsZ~N5Rct88x0_UT{pnSx&rt(KB|7wY-GmpPn_ut;Gum(OD zI8pTV{2hPq#cX7|v#<4_xEFU*mnFP~CN%HJnZ$!{KR{ZbA!nKvB<+QdB8q}X5i?)^ z{@^a$ym6eU|O+=r_8mj};rmB-m_s|9LBUYt@3?eU)$O-fw`_)yL=E_hq0S?pIMUkFUyvU4Nv$^!U5)pypzPVf$S~R(kh++TH8iCjDw{;>n$7L5L6eXlwJ#tbrU|k89W^5!3`NnNXmGSUeGQ5 z<>nvgh#+Wm_)SIxbcziWf!pttg9?}rD$fcbjS6rKE_Iv_x-*D%uiq0`8*Rtmdx+}K zw($4fr{BIx@h$Fr=y?XYepq*KcFEa9(K$QbL;Ffk>fTR)h0M`;C;r}>^!pdzZ%}JQ zZs+?3HQ_^Dl~4AuPHnn;^i1NxFP~tw?Z)4G5smulr0>Z1d?_DZzAu1x_ zM8)EDP%A(FR(G*}25P}R?|F4Yc)xu_UHth-d0!s?s=9zF+M62wq9Jh7TR}_+iP!u+{CNj z@Z}!^sBJj;5~vXh?zrCDu8#0#>)U&gLtR%F zLOPM(es>$pJuVl<_siW2+DlIS{@-a!Qt9sZpfw>~wi|xi8-)4Xt`$DqWtsMVwm{gK z#P6U~x{^6Pk$?5o)d`TgFx;^H?tku!U02`k15E*IeLL{(|A7d@-0!|T_8PL@pDSQ( zixwlh%{S%3vOY9lO8gF*{K2VD`&q@jb?M%d!6V*28sZgx3vAc0oL*J|X>jrF{x7~r zboK38&|-&B9s89t6jyiuJ7fyVi47Z)zCxR!h6`i1^!(V=J~iRc4Dj@wR+>Y^#y2aV zMNQ~N_M-pn$GS3i<|joMw%_^gFqt#)s7%rQ7OR>Mdu(-T{1!lTJ)7{mUNLIpt~;RN z)sUldC;rMyXfJ!Zuk+`^X~u5$;Y?cH8=d@^|E5oI?#XxG*FvakG)CU`fJf!XcDme@-Mz4Y|Xmw zvS-dohHhl90=so@eo}>0@rzo}s8iUPh2MQwcyG|!WxGZ$%4XUNbw1Ut7)g;vvXD*XJ95g%^ny-}nn!fdm?T$k*L{ zzv=FFgEcdbzq4L&k{L7*#D4D}SMs<0&KI^fSO1d@19i2Ozel&A{{)Q(Nr5mOYpt+U@I*)Go6bA=x;yVT-2wT|{av&`9H^>bj`Gpi_5<9yZ+Zx= z)}9sqUJI}Ad8;3Ni$4AKb$qy+@L_L5P?H3b_1}EIez1!9+Xk;g-iH0R@@=#3H*HAb z+lpvc-pbeAdcWz`b_1JEOSN~i1?C-j1s&>W4XbCUo0)KebAMpfox0bcs!|rwd`kAe zQUIJZN@xc%x& zcdmV~@vS@jp#Bv+4)~|tx!(Uz(w9g3S;X|?Egy|-qz+&jZ^&ANuI1&~~1Q)X`g z8+QoZ_-9E{+giO}?vE}Wapw5gXd;5K838VGx$b0wG?_adwE|NCpKgLvTa zRKYjkQNzjKp~D<^&F|lD(EdE*u+|UdrO?4fjA7WAX>t&4W%t3$3+CzSew#Kc%s%45 zX%^?j_3LV(X;f~vyew?^51c7{fAf}shMU0cd*MTuXB>Ywd-v(yg}Q54f6eZxyU(&P zMQ%TMjv5x6US+@j?u#=#{my*@cuhsD+s2RH;rBC-P*sWH3P0ma|d6enaA;S%!j*vPDG4PxCcB#X(d)M|e z^{ch9etJ<28Y8I@umUgC(du}%p@{u+6nI?pxGrypZR)HR^LO!erN7siaz0kTS*|U)e)`NytGXTr z9aXU6sEdCRVK-@ChSf=tYPU;d zsoa|AVm)bIsfz7ukE$CJzvRpAj59lZTGrr6XZ-UI+%k2khxIdmZ0-4xsVX5mar(($ zoxAg`wte+^uXRX2X?Bn;tI-eJaVGGb)WS)Im?pcrViI%o|L&S)$e;-Zh4=c-1-+$d)K^Q z_VJs=jg2PGXDT(EGZ!jw*`HgsP`*!4_A2-EuV$f+ySyE(e){vWzI-9MWVd~f{;yk| z`^uKRRJwfUQUB(m>&Na0L9DuTv8m)d*CktRkMC;~?%Ink*)Ot0oRx8_PLU3WXS~VW zlrC1qmy6tNAMDB~x<2>c+poUIK?%dLDr&;NNXK94tS{$_F8RN_iD!Bf&mskdHrGB@ z#h2d8D&~4!nz^jor{B5Ze(Jgdg`RAG6`14Ce_1Eb{Py^VHS&iy*YTYHW%$S2zUcG* zI+_1}Z}AuGQfjZ;@Wu7A=dug@)AWqqO8r@zVgNT$Tg~SboZK6p7RB zIF!wLamQu_@zUA1vmL)|y`xbKa;;ITFo$>gEIp&Yf4ChTj~tMiQ+>j1-@KQxjvdbb z7rVvjd;DIb@OE?4mj59Wx&zKSt$3w>Z}FLj-agBmrY;q}`^o3BYp>O#DBq&%$AXH% zmWsA;U6q+9s$!$$CfEZ7=U`3Ye|s9;fe76E@+;8ikMZxrz!`M(zl)T@d)}hoJMN={_Ho+jfOa(=+Pj zy?0rwfl+*YA|!CGEIHM9{rALqUzKfNyZ>5V7h{tpCTH60e)h`ZP2iBZ!T&1o>55+c zokiDK>siy1qtAa?r*LKQvp;JTenvWe+T8S{UhBls#c7EuU*AV9KC@BbNZGy@+3LS; zfg+>$z|5IN*B2gmUkdeH)s;VI7C%duGqwM`LaJQs$)mu{A68VY-4*yOLf}>4O}M^e z)&ft~CHGHPxUx9yRiN?L6+dUXpFMArRrf5=^qmgWzL@C{ZIMRXnPpAwLm7dk9DEk)TNVsHY!|Md@3-SRd9D(B@ZOeaXGnW)u{!2 zHl8?ZerHJUZ>}IcrL7zjSIN7Wo|4)3R7@)f;>vwxf$MXH@A2t%2zWAdu0Pc(`xS|JIofGhE((q+8|XPkGw_A`G0P1|Vt z96|cjSAI7*CF8GnWyz+JMbYyzcdZC?-_sfR&g$z2$-~FCffCsY&#B7)r{3Dfzwqao zKAEVsHTzBPw%stxPz|G z9UWJcrlc@Vj9THL8-lPyeX)Gd5~=wHAxp%xg1ALj7CpIIcO?C9$N67^|5wV3_eZt3 z>plo{ zfBs|N`MbaUsQL{izAI;7iGj+I#NHvX5#< zu1w!2bN^D-Uluy?x_n5KiXr(#Igw11J#ztVYM%9}0uzq~DGO@?6I#s*Q{D_vrb^y0s46|Q~j zbJ=y-@$bBQ9*OMs+tJ1#eYn-%f0MthCe8 zZsG@Hw~KEJVs1}SeD*j%(}9Gf;t+k=aQCOXDkCSnOLDbNbp0B>JMdY-(p!Pr zr{b(HmVj!2$F|L%C*^b7C*L@5-FWXyclWs&*KJ<4AJYDNp=7PRg+#c$p5GQ>zb(w_ zw*u8~2^Rlcw0>@e)n#4%S6ffcu+``=cp>`te#v)mRC!%oS9@*3w?OAx?YxZ#cSsdY zTr~GW_pf<-1E1XxScK%cokv%P?9Ber^mAEq^!Y1m4%D0cUF`PH`}dT5-UHJkr@m&* zDd)XY8~au-Z?o{UfcqZ|Ps#8b8%{v3x3(_3Q+nZR?d6SY)2qs7th_x%c{^Y68kuJi z)@Lr3&(QDMB-|C`Un!m1*FMwlYsyQNV4E``fvW-^pMOzwoi#rr1r!_a41!%X-ScFh zg;<_hSvF(xdxLnERCShA_NGmXjmlapCZd{*URX%0q zyeZ7v`-;}dJdLqFb+deme%D6rPv@EXj6!>KYEO#vgXq{4sov`2ECwbE*ujBoeJaH8 zRAaRJ&XB&Mm9kGCS)UU3y}{|bLcCZ$war->zYsAOItH;cbtIwWdSr@o`T|d0KlDHn9blubcbQLUEUQY%E zOT6Wo+P4PZ_Z_YgESoD(R<-t1;IoPuFHPL0L0TN9S;>5p?v!4VcZHO*e8!?>MNh6J z%4xM%u8@6puyn@n?y}dd^Itja{(8j!@3NQP%L>k=y#yuG`JwDz6U7|X=d(aUrg%!^ zFL&NQ)At?tzm9P>+Xn;f2j2|h-$d%anfdR#6eu>%X}sxVoSk8HxnyEyPQZTd1@9jk z&E~DKy}bLd&)vxNU&Un7_;MH?B!(S$Te#0+L!5=dUbWjA#Wv?kk`%nvXFe)i#^=*_ zD`G;xyIl{CIDp$Nd?uv{MNh6ZK0Cn1Aot>d%>{ApYuwz+>SxNN^2whE#RtF1)&!l{ zlvzDjqn@n0&A9FmxFoc`aHZ+w#Ax=w?5_72vzsw|ut~e)W0ZXM8oWHr)Cg$gz*_SoVK*?fClXUX(zRQv1m- zwim1FzE^}J*J{xLf_4CGk8XM#8DRXwM*w_7^;-tecAf$9yC5y9c`N>wweJHi*uuLc4TaH z`pb0AUZdl60o>*Slg&U8r*!$ogYzj&5+AIs!Kvl%0wF)XJ@@**tdV~i zX}{(C=da546$XzKuK!@(Z62`OT!8)iqV;oMWP@6`XFcn0{tw#S_p5U&B)v$ve7&c> z*7nQ>$O6Euqm!3U=Rd^C_kfArO22QZ{wzPEqhSH!8kf#lt?h^{-;rVlu4C3N&?_jg zDcA$kb(EX$5cezjt?n})J1)QcgzXjU&Fu7Fw_Nv{N!Y*SP!gHLcd~5%yq9+am!}m3 z+|v81S)aEp(}^=7Za<^`(vu%QuUTjDh4;?SO_~2TD;z8|4E?3IlyMrv9aFjFpEfg= zNVfg^5mfiTuqd#rx#kV0#?i(V+wU74_2*tCauedMW2<=PgOd0)=@?|J5Y{r-Q^*`1ojcLiqcOIc-~_5$j+EspbDR6a&d z^$l%#S7#f%Tgm9EXrS}@P?ir~t|sv-JC5xY&D0kaR0~{hZFfpW`_P}|J{y(J)L$x@ z`10dgG3g>!w!KHr&E^A@XiWxxSF*+FcZAK{+O*|7*QI~Kj)#^iJW9M2b*<0nda)>| zKLw6NP@rz}HQ+avGW#yuYk3x9=UVm=5SoO%I8ol2S@)}cDMft5`KS{c(c3hh_~~ij1IBoM#qCWgqIr~ zZ8IqJy6n0vvElc3l?$(*dffxJuD&*R2Ah6}KYKy;x@TcV+v6Wg{o-HLX8-$~cIvsz zrBeIybIy)e*6zxEcgekbt9^gS@unBn)y~x>D*V2F539QOYI*DuQR!^TDAp>rX*DSJ zx(x0CDP5k_({$oz_ph|==Ca_nOX91L-ap}&YnCNHy(Bwdb|vT9IIE}8`xh*c&z!aU z#xk=PN0ZHO)Y?~_p9p|E5KFWbwM@vt0!z_PoB4$BwwcTKiK`$Qsp44tWd3D zoBj=%lZ}q{8H9oY;&}D3&mD8jIQ!=>0ks6yDf>)aHL=<%XkO_On>QXmm-m%S?<-lP zd~3}qne)nL)|?X2ce~N!Jqy%Hvtfy5+PjaX0^AY^7kn0a^?o5S|6Rr$fBwrdCEe21 zxt}*Ey<*+k_2TVytwk02u6ku#r+zj$xNh5(b(_AZ2Cw1Rx*F8jQ9h#-#(emB;^m3! zK{l=me|n<6b$+Ln;_`LpEmbb8mU@3n==ZW-Uzvm(vzOgo$A9?zqPy;*-qsHGBKMv# z|Ejop;rn&<{#A7`PqMV1teRH5_{>9TUhjCLR&T*?w?KVQ;XfH4mX_UprMeeVf`4t^ zbv5j)(cd?Fgr=UH78zb4T9&bssC{ z9J1@S;D7qL>08>hqU&z|zbushaYC!@kcP#MPqSHiA{BE$J*25kQCIwEX+j-$b=mwaQC-lb{vwAb2XO?hdcRsSwQp&H`H{=l z{UGg-v^gi%mC1g2y9iRNL^-;?RA0Mo5oBXhj%$Y879|eTRcB9X6n~IvTonjyP0pOg z5Ip(ny3O;JegKF1GSS9e7yYBMT_H=TuXc66;c+T^WzFe6^YF@srTQ}uJ!gh^>qiJ1 zC(nySc9{1*k2n?Z>jK}> z&gQyV&(?js(DqLv;Kv;4-w!vPTJq|+YZ;rO^;cs7_nD798_%hvzI54c11c>Vvmfej z&2|pm2nz3T0WIt1Pu;3t=U0C`R3I~P#+OHjr1EDK$-G(UuX)U*hD9yJWqtNdIem+= zpj}g{Z2R-CSKQ`_HRjPYbN*wK^LL%n^p#5-D-JT483)Wh2^z`~amrQm7N6P1r*HW5 z_NDHgJugAss%(y_Gm9SVzxCLn{l>Sy7bkCfA@8uy^xl+9+hQ{hJ%72hwqdH3iTvY& zKmOP2t&Td~7OmDeeUO<;Co*I9=zkGuE5n_dx?{%@t~ z3acTdpFoz`(-W_GFP@INCN*iEsmkAA=XKNP9V&WNd`qJ^ha=i~^0LW38x^kcW@-FQw%9SHSxOiBJm?@OjYc&J^n3ki&-|2ZK2KAzhaBeY*c*HR}E@4 zv;{oXyu`#^TC+0taPbsK?lo=E^0)j{<^08K*4DNu>Aaf%uS`&{GvTmbCBM%4l#G7r zN_o-D2ChK+Q^%uz$=n9Em8u+YY(}FIO z0M}D-;F{r-#r=qPyDsiOxEInAU=3YzaG?ie4e5!nBd4ES(BN4yugCV3j2|ngm*B?= zDL8+z`Z6%vD0YMD@Y%_7D;avTKBb-dxg#TE_mz^3Z$BK%Iy-&F?+eHCJU;%&uaY{r z?5Ek+mp|@5R*_5QsjA!<``B>X+2?k*C(XKaZ>@VJ&zB&9L~rFAmppPcy&;3B3%7+V zIlf)shnjXdFMlqi6MJ1?mG@$^Db8lXi;4oP3(0$JWqPrPRBJkPc0{qFT5D*u8V=lKZt9$NP5evRAA*T=<9h)BES zYE^?rFm^upF1qtIhqlK>P*%IHkQKZ*d0qyr5K#Z@ve;mSAWxQx+UM;)ADi3H38#X4 zlnal}4r2-U^86*F2^AF3C?)&Z1rlj1f@0=mi1?W_3HM&>Pov$CCVRt{~omA1zjdom5SJpq4N$ulZc*^*a=0b4NFxmFw@)`y< zk$K>vSG0x8-||D1jT4DEh z$Hte#$|Z=KNoFFh;% z^7p-Q3a_IduY9ttWd41NATP)DsrwFI+x;gpW^bnR^{H#byKf}EKAe6#SH4K**6CXd zS1E|A&uWRia=+hgX0qc7;Z)EFlXif*miygD-$Qq1M`V46j33*t5cWM4wQM2p(*B3V z&6m;xGc`J%>=vk>$Nzn&<4TdghmWw$mj9(zGwsK#qysZKb|34PtNmx%XSDVB_p1fB zCv*$@9_oDcwcc%JvhxaI-z%M)z@v6I7MO}Vte5xvwhY`tQMl5nma2REafQtF9rH!y zociq#XxY^9l}WefS#(`}Rb6J@JADe@H;sFRlg>oif37-ykmsyGU*eI++G%ILv+lIG zs4{28KIQBwmT`GO>d<)%rOT5(*hTDo-IM(o+W*pW4gSAI@$crg1G|>&QLHjJ*A}xR zLntWZe48XFmjq2&3Yj)prux9kx9GZO{R~*5ow_Kq;@X6Vkij=wO1<7?r+d;y)|-JnaSEK zL_x8Y!@6}*(UoIG@kQ4^bj*RIrRQ9e{{8e^y|y6YB4~ln)<>P9XAgC~(q~zGW~1np zu1zJAG`BTH1zKiB?EmTgRw`{1q++oSpHR81zV1?%woKR-(1xwG6-lm}H!S*PcRKJ{ zLFTN^=$ea=v7{4QB)(gmicMcEdZjBZ%Qf=XbM>{`4kfyRw_tRsZ+6~%VVUHX%w@Nx zz&h!i*Jwrg5{3N)~cH-Mq$U`TLZ+CilLqd|4dKXT!Jg`rG@a@@)%! zbB&Kgw5i2iyAsN~)8f3&oOHJ5GdrdK_+Ez06|eX#lG(_9sBUGf_}|(m;HZvuUh(;i zR}!D)_nopu7HyU~iKWMg)# z^>KY)|Bcy>xXW!m$davwn;Vj9%=JGiuQGf1+J~aIH_uy1B`Tv~dqVJ^m zeYx%ydS(CmxB1VLyL&%BEqY%gm>2AQDDYVUQ{u~RP*Y6dN^aK`tHu+t;(x0@fu{>+ zzvi0uFHrgaRJ*$wza9&#Ex+_4zG1&(WnrDz4UJ-(_6zFTqFPpv5tXg;)~J-K zHb*8k*LD2lt9fZZ-7?l=qjcMAXWLL$z3=D6AM$_IbDQ}%vL))g)0wBBe))C1S6kmU z1h=pX3i+|6?gmZvDwi0okg3|M{2`na( zDP7A2Upcr&vBhkTc(?0;P7x^Z-)lL^u8^tRtMoF`_0r+47f*fWithC2Q)+s{FG7MKqxI2yHU}~^|C?S19uc@MkmdFCz-!)%!JgW@FXhaZ{NCOcvnNY1 zZfirhZi!yz!nmp6k<*vi;$Lr>Ny?jqD;=oXm%r=xSD*J*PU@3SExc~MNPTjcRa4T` z@+JSb_r;va5=;w~ZVP-?A+|6LG&TBB$LZ`UkM6I%ZnLg3YCE0H0twe&InkdyFS+yV z@y2a;7tFW+u=e9(Z^NmNBbHmVtZR>cBYIC}djI_0inBs~)frr439gYYn*V#7?W^l1 z8~0W}Dk(2qJ-1+W)yAg4X9Z#}S46`*Oon3RlXm-AF!uE3+FqXBw&6>^ROMDhuJxua z53jaq+`B!YJLYXm%+>zQlBs;p1t2B4wA0fp^`}~TK3e6m1%VdeD3o%_Up`%Vz4;Q* z6j7q{t@^AJN7t4eT3hxY%=%TBwN)p)`dIql?WUsZuBWd&vPsmS!#-J{cTy15RzTxm*&s*i3GtV)@<2x}4wyZrU>Is^98M zUe1p;w;gHc?fidbLU+X5mWZqSlY5Mg`%6}xwylPbA{|@av+JqcGX`+Fxh|j;W}WM$ z&FgtyYLc9p%HLpTy|}HyaiR9-(xzC>b6ydiiWs+ReV-6NiNo{$f&a_E30)~shpO1G@%XpAD`roYI!`Kl+}6c$Q^_hDr(i&|J#qv4*0dLf4*h+;Rb&3n*~L)x$HL6`=hM= zl#c&=^Xo|7)d}4}Z(D+{PA>-a2}4$vfvf^eBcA_z>Vkl2sHnffl@(Tg`10`GkNA>I^^%qUTBK6@j?aH} zsZZlPXl2U!*c7R?Q<+%{=OlgXj4hJBz_3d#)4erw`P65=%xvMzZ1K!(>bx)Xt+t3; zg{0KA&$kYvNs?psAKKe~%Lwk*tdDCcC7x^Q{-^J*=Z>a{v=*)-lPW2{Ox z=M9Kh%P4;LCimTy|EIalJbb-p-YY-o@Ws}rkL4xwlvo9$XQcfPV=-wsr}lQ`hc{a% z?a6d_o#pU4+u`>LM)A2fx#!;8et}_?arG)=XpM1Y+U}n7S;8(klj<(LjTXGXP!(R| z-SJH#rqzrGuQz;H!6+Vkll$ZK=5=pYu6y&+Cjf3K$N63VCb?(`US|?vF>A2% zUb+0xrt4lGmoZ+v+VCRVq2@}1y7}Snhr(YSX8@N!@h2~V*E7wkJ88lb!S_n5`jwU| z*LLYIebNu1oh3J$or3$s>w=~iPO&s=S|@)Bp<~+uwdz$MHA^t zg^5uU`izddP51&`GBvC2p$9d+IyzbX==Vc5 z-xB1iv*fBDv4bYRebaY6bzQdbbtcu`fP1hqB-A*k>x2 zRQ#v@=ndKUKKtwzC($c4r`Y?7SyGpFiK=-M)4nad}G) z`IY*?Y|+>u^4l?2^)_f#(XwmCSDvh!yw49ZOB*imN(b!a6z-df~vY38pS%S za~E0$FrNZ1@^W4;FaA@tQ7&8}9o#n&DXDw*V8Q}u$5V5j#|1}^fWM9Ar)0bxpQrGJ zG=Y0G!E>Z^fCDnhQS`-w0GJE4+tk+z^o86%X?;p&|G^-4_(}`=9Z^y0DOV1~PtFtog3{dNR z%OS{VJ6W#3mxzYPUdvulLT~Hq6{Wu*Es`(;>0gt>q5~nz z^S3@aXxvx#z*~C@(^SiCO_~9q(YY`KR;|mI4!6W@ea&=UX#sdxf%RY0fXzBWw z5N#j8+HPfo`r~J^FM-3d(s!m*ywBBj-ErBkpfNDx#vjksYgcspf;Oydebjj4Pow_Y z3rWGxZg8oYWm=sSi9UE_nUD4Btl&3NVzJO!8?H37`b$~buhK4qj;~!?kziI2^4U#L zzhtKG%vbu$Amj4e49uOGm}?A|LQ>Y5oPSHM23*Il(e+Q-qWo*_g)?uCf zz!N+f1zNo{d&PX~zp9<*nHU1NmzkaavQEq=_urDMQCF^lHD-Nu$o+Rmaz^a?*_0b>hk|E~WC= z1XUf-0@M7cgO}{>GuMhjGmiGH(~jcLg8sXhoRZbggc30)zKHMVZ z*&^~V<^Xg$_Eiwy-*5@1@Lh^e6D4ki{ZIO^_M^mZ0q<8{lV{KQy54X0vD?eu7g^dV zCC|UTV*0+Drt|E$(_71a>{;VG-92e#o6W^JYcI^nGfH-Ohd zHv6eAlli%R#$kbCsUVK|?z3Lr+$&{&PCVC7aqHo9yA5%Z>o5N}|LglgPiH&7c^@2l zV;`R_Z2M^=q~Cge@yAn7^8~I=P(QX=^w?(B$2Wr>p9BY9QtOJ3BAM5vM7=gSeW;xZ zYNzhz3VeLiswW*b+W6X0+$lJ|yVvM=vtO$kXc>v)a;M-WvB@=I9t&?iYG)Olr7Jp1 z2eb-Fd)v<+8T|9v-%fk{|3jAZ+EPoI`8l!odFQult3`17KlZJUnQKy8ACr4zo%RP0 z-?Ph?o&EUv%e{9yerPV-n|(s~_f4+fEB~)_pPAfx zGf7+K+vanyLJnl%&8ELOo%jFf2LIWy@Z032phYBZ6_f5ymy$U1rv@^O$CYIt-TrqC zd_bgb+o8H`3HH%h_R)_t;vw@y6Ek0YoGxVfX4wHNuSplY<>tJM)m`yFNA@4owl%Il z?#sTN|G&=m)dF+otFs|9Z8D{x1-b>jv0Jkvtbc&ZfwPYMA^E2!{?F=Lzd&9*yiU$# z+Sa1q*J?QDZ@ui5={&t%ZObn1s?VCWYO_rZ<>EW-vk$(A)A;wJ@3xumtGay~&8Ekn z40WA%<}=TsX|J9a^%x!J3yeN>$#dBa#Vqfq)B4vhiBL-Pt~OB4_dKvtdCL~pkm+p4 zePE#}{;=pq>%%L)vZ;OTb8QdLg-@4A+pj$xdz@vyIJkQtTe8aH>4|#T^ai6T{j&0X z`?dZ`pWA-SzP~8LYjXd8j)m7xr{+tYS8aP-oo!um_k!r%x3Q1yx4phmllA$6YUkulI9};y)i2o&pbpiHFQQr8}K1Us=EZI`n&v}sXn@5XpUA=wjyd`8_yZp?`r&E~! zUoAWC?!}?_Y@c?(zWf8fBZ_Xz$U825J-LqK#h7JuXAh1sZ(YzRaRt=#c&T)mN4uhCWvsew@gs0jj?kDWJ95t)^D;OC;M z&woGG{{5VDt>TZnOFW#_JFeg*x+NbS4ANM%qYC@Wyl?V96cD`=;d;&b2 zxSC_@(xN9{yIR^sInQee{adT#pEs%h(DGO7CoVp-(fP`9_*9aF`1+#jk^UagI$QBo z@Z!g6KVg1*S#+V5@#?0^DVBBHE=Vq%7;y&NJ(=m2EGlYgFvIr8GUfR5U*0VU{(tgP z{;WKcyYGWa3)a_PbV`18`cvSuAL3`{1-U@CXvp0^_|V*hvF4AtOpMiM@iHT~lAC0l=7p3Lkv^YO>!m(3!3)>mA6-63R$4x){w^ z@Mq+ja=DVB2eR*sXGLMA_Y*M7|X$i?&P z`ugo>K7I&}mt46Xlm(XRZBd;*p-+2{TYO|q_MX3MzE9nKe)5~yLPp;lZH;V~-#KPy zvas{GTtGyYoh)nzitl#uR`F!X){R%PXY?5zZ`o0d-Udu!(kxh6j8-PX=Fl^j*_`c6h%iYwpm1$T?NJf}hPj>;cbXNGI6OkXEX z{B^>kHbthU{r+c`k{dVfKCJ)5^2ILpS-RRn;jLxTseJA8K_kfEEGOdM6EBnz{nzZ^o>uXe61l-ZQudreeLtRj=CI8%6eUY{r;@1Sr0!u%v^lZmt&!J)zKNg`wy%;y>8>W zlG^#d<`n<@!%-OB(e3VYNcq*oexu_~7b2(YfEOc7%9B{6&bAj*;_teWa{x*^Lszo6xLpkcslvfBhJYmS~zVI7tJ#eoc(*dwX&g`yNnm1~@nXs`7f}WHXi{FmQTCm$7l_}7WR~LRX5RlV ze3`vW+V}hJ5ZOE3_q`9j&pZuU)~xrn`VD-|cPn4qzSGhh3MCc59g}}WD<34kH1{>1 z^{#xS)edpf=`FLo7d#URjM$&~Ym(-?sViqCzf`(>W5FKL0}bBYn?OsGzqfmzl|lB_ zc9ku&_q~!y<@?MayfIvV=A(^EZ}l$i_EENZ`P-X!&BeL3;P%1ycJIB?Fnv!Co)up? ztu^Fw`HxD_iW7qwquO7s`2^ah3ojpD9Sw+E1 zon1a}#lh45ytY<+Kev4mUurH3T0vXC<4WB|cqrcP-hb+o;Drb4jpp8+wsLJ-N9>oe;;1T)QxOWh*+6c^W0Nc{8F=)M}P~AMQ)-Wf7&s5#4;bBc59{2 zbkmfV^0VqLmn?o+H+@xd^~T^xyNQx-LY9?vEd>W(S=Z8TpXBbzGgu5>oSy}C+V(4c z$WEJk>X2XRhTxgER{FdZ@dj^gxUynX;Yyt^Q|-P%7QFu6y|kzc?y?(kPeR0syyBNbeCo?BhTmZO zx@3Cu9h0sH+Fy7M4(_}1dQ*dS{w{mzcKNSfDEoJ%<(no1|GG966x=K4oC@*V2$@xU zq|5jz_hD8vcy{~m!yxmcu(G-`=k!ru(TB^7cC2)|8?rF33sPogg-G_VW!Utu^w;12 zme#jbPe;mn-w$m4*|vXOu669hZSVi*v3>FhU91{m{rPR5i7i z{@gDI|NjY1f3K?=?6Y@8Rq)rDD-E{E&g^RPd04u3^_8zTE}ia-yxqGEq{}qouc61k z%+;q)ZAkz9IehNk9aDS^zb<;^do_L8p$BCtT3kk=qBFZdg05G6S5*~g&J@bhv051P z@8ydAgpCkAJ4Jkv^kitA;!$p0rsNvzQ|lRe{uD@Z!m8q3OiK+k0{8C_@pbJ2OCp>$ ztBc7uk?)jNsqHoq-;LX(b9V=Sosi{W_1EcNX1{2P->;ndf2%f&Pv3+Hggbq{t_PQ0 zI2^w6^}(e%T0v%zfXiO7COx(5j^D2b7&>l)br={IfP!t7xoGA+k>K)GazV1S`T}fO zvr8_4gL?0FkaMB_zfqQ<#nmP(I;%^>*Oh5P+?Ka)x8H@>E|I#EAg%Im%dUb4OU{3L zzTT?3P;+(?G*YKF&$cp~$};;<&D+pdSp~wW!E0c;n)s$ZonPjeTXb{t-=C}f?!_#t z3qk~SftF|2;s+s06JBf&xw_`emELcAK%vm{D|^D9%YpJH>0qlWi-ngWVs(e?T(2fS zRoCT0OM^QNmWYR%uX-0^`(WjtMfYO@=lRT6O0$1`KECwZqadrJSGrf3ht8kLm3;f+ zN|hHP`xrqfA;{|Jt-LL7{jNH%I{5mE)X(K}{X)~g7F8E&&V~7@_2AnVAwnfw)0c(5 zsw&95Cz8GU;x_A0{*`R2{n=02=YDj4?>YZ1$f9RR7BxdGnsz*H>ALALUdtnH_pSnI zidw(=CU^4^@1u~!y?4hHKX~f7QC6aLa?-ypKUFV~pWs2aW?xF+zszpC>PwImhpgv8 zS&0^BPqVyV7$_~2Xa!n9(!$*9C0=$nnzl2}`*ISLAM*8%B8S{OFDCzoR~uJf`MSpE zqe!s%t-l=VbG=MTyH9HpQ6XGx)gSEZuiotT{wNZxzv^B{ZQ3fC+jkzW)cGKCZ_#G2*xuY_6d~kJfop1o76M9Y}@4!M7hm#45O6{?;nB-SH(t9v0?p2dBsUTz-{v@?^W) z^Y_1ca`vnUvJ)$`xNTam&IgCZ$>5ofG?#%=?5j0y5{DK%aC^Cg{~sj5&VxtpMublLuxzyH;ny-N$aR*Hw_ud*{1J+`emIP!p|jnh`I*xY8L)?lBz8RtP^cWi}n z>d)nCuU2?PM40Xp@lWkqKBFq|>#|qI!HFf-HdB?0KZd^gb#|$ErcvqSRdTUi%Ufo- z<*)m3`Do(L_TZ=&7njy_t(+eMD@=CD&Og=UpL%q;(bHg`+CZ?DQ_EXs_57Qr{l6r3 z>eY1S#D(tDnO6BQib7*Zt0#|r#U_T3NXAt@pO?@0HEC5`spf*DSBjy}zuvU_nV=`O z_g$LRt|&eiP0>r&U61uz0ZZAp7^B754Ef?>g95?X?p2TrEZb?Z zZ!hUs#o;nlbdi=wpy5~5P}3dYV*6_4pL-t}`LAVNd-Q^f+jLi}krq<1@S?0|6^C1> z$YQN2U`@8WK=g!F(jglJ*)(;v?ENHO99-J7D!>h95m)nV!&OQWp@9&==^$P&mF3-?@y`>>e zzV}w$UH9kmx(7Fpf1q31@!HI4uz0A(N_gVD_|_v-a0!=r z>*_0^s`s2cMT5;(zPh+{iPs8Eo_nz$Z*)6uw|&VEuDN!D?1GluFUppz;s|ODNSL~7 z-b~GvS|*brIW=l(@n1&!Y{#lPC;qGg%@tZAAxPPK!77e`P!W)zXwzgwY43J=-H*$j ztXG$Bxv<#VQ8d_oB_e?agtDwSWW6VBy<>XrzrdMRnl)Om%mcHnsMd3;*ZNWS8T4k#N_^cy;WW5 z%3q#Wq2>1C>|Gb%Hu@esGBxzok5@roRYPk^SMCb_I$_o2X?tOY(I#*s81-M@IUj=Jk z#9r@Rcf$J6?Z~i|uRCWpYOTuK@*GrJB?mDY|H)jO=V7z7RW6oo)sj{2(;KzGWt>*e zy7z9^yDz#1sFwbHXB40sYHMg5;Cj`0)j91cjQr2sPU|s;)?dB3`?P~7BGJ8Y3!jpE z=<%7=SH8Xg>)FK<68Lq(Dr2p7$-1yG%QKf8`1Kx#1YK=DZ6OLNMcB;Cnx&6EP+C4| z*Sr~$%NON>>$@dcUk!6AHn@rhH0WJY2F>RyBl&Dm?UeUp+~2X{%JMGkT&+Wm#dw z6(Y&C3RGHEmCghwgV36{&QdAOoVV1!EMS}7qy^Fi&EY(G?5lbhLfsm*oGZ@duY46g zy-Dj@892$ACQqxka^qcf1Coh$A!UdcWeZMm1hj4_0~HHgt9TlHr9(k2rqW+a_L`ii zGuSaDSn||Lo~I%3R^|@bnF4T6=}D_f+5ug&}0V81t_bm@F>zMHym0lYSG+s+*7)}Xc6VXC6W ztL-6QH=Pz*1+7!%_w3%3S0#Doj0hxr5c%hJqn5IRXxx!4Ua|dptf6hHA%UgKUnz#B ze_bA{>?t-)&|+z$Tnsi3NgiFvDumB&?GtEX;uGtM_(TnaGe9X-NTzR!L{9rQ$Zm| zVXfxHw-;(@2Z+{rL@r$y9#{6QACgnqzwCJt{cnkD_v$Yn(yaDO2}P>y+O{W$hHcQA z^Ehnf>*>=sX{>nJ*P>Typ?^OG#i&;I ztrGgj{zvcq#X^5j$bCW$xjm;Y9(ug`%GcZ8m7>AmHZyb8wy^o{Ma0a~@4TOT$%$WI zHLOoa8|EX4dwmg>j%(&9fd%)i*yR}tQnBgz1Cv}av7IZF7cAd$;js5aw_)}|A&KqVw z($Sf7{>Q}6EZnAhM4~LY*1}VFg>}YLmMukGU_o%W+3pdEIyrB#tj@ki`)0+Sro~rI1!g_f*a~a-Og;SC zI_oLx)`T3Raz=@Avou0<}6WgfBJ0qx%#R7dnNu_ zUI@;5s=4*klqh(bdr@}f6nEBB(XF3UWM6I%`Fh%WrD*o<;I9qy-YN*YN2JU){ARVZ zRW8nJ?F>ZCdiZvrw*CsyxObbqV$YwQ5>@Fm&+Jy&@?8Fvw*;;%b-8pXy5I3A*nuGH zU;)_r@a>AJ;#W>-XFcVN{^fghddSxgmt3@$$p!V+37B&;zc%y+*Zi8BQCh;s*X&6M zi`btHs`5^)u{par37lsyW~pe(>#X$W1DE#`r!GH%R2Mmi#VwFsKVho+ix=BNzP`Am z+_>hgA1M3jz3%_HseHEBpUmYZ7ax1iL{8*2)@e^!Hy>gsnYyd4I&;y~<(*;R{(xzu zP1_$v{%MO=E!5Zj@**hZspck_pQbLBwn`CY+4PAklC^6MB-5Ji^08g;JfS2(wSIc< zjM?>G+@^aPm9&xi5Fg4;XmO;pP8VDsbp5dR#LxvNy0+fUyzRW|+|z>}xK=#9+8d?* zWntTNrPU4-VO5eAPk#HFCWo*Hzm%!Fet()C%nGBnX7kQM`u&{tG*IY z`GCzTQTMQwt1oB;q(EEv4fFm!XmOe_Gc3!yz>C{<&y+~kQ)`eiRGKKu=0h!Qp|83k zSs_+cRcLOWWP5x;_ODa-Q^jgk>;uw7HIQS9C;#}Gri8GF8x^4N14SaZrQvYikM)oI zr9)ziC*NRB4Qn)7?JyI`PhdTchG4!~$NsbNT+ z@QZI}gbJMDvR}0}==x&snV}2LK>88K*5rFl;19d9bpkj+KqTOO!{jhWgVhUWgf7So zgZDw#q?|95T(jrVzQZOvv=swVL^U=cB|KRV?g1r-312qW{D@`CJ~{uA6L0>KGpHrR=B}p5 zM8+qfuc|6IBdab##@ia^#a>hwX=&Xm>8}7T##6&48X*<0eUYvQ*DOj3o48@|{h+J) z`l(@Sp3hyy{^iY{e{m{0MIqar=Ya};l+b(lc1Ebk87-|eQBVYRubLeqT9^jPw?|)G z@QS$d@%ndWw^M7Bu-H_F&8Efw7AWX!ik_4dHqmIc2TE?LuucN>9M$T+=GnqaTw~|2wUgJ#`N9xffLy>n;EQo(TvyP)(JPkU z;OtgVLm+llRYUbv{pQb&hYszWvQgj_=iC(^mp;)7DuT6Bw2qsXKGEVl)a-5=wsQ50 znV_cR$JE^NRdN?LN1Du-BG%2%=|6MsB{$xJMQ@N(#R1vfUQMwN)sm*}s%jKY4TmQ{ z=`UP5xCD7Mv6FsnQvi9a2GwKns*URnmex<*C6_R(2vo9EHE8aeWZS;r{1310vIy7y^@|^S z{|sI92VTe?+x|G*^Mm%9;0<1}{rXSCI}KJq1{0S#?%Hhfp<6SHS;yzghoCxSi|+Ns zs~%iG=}~y+r`0YRm%F#!U9s!(JpPs2jOSI=Y*g5NZl$+Kf-2VrA=U^V*!a;t*#llo zUsPB(2r+u@U%Dzjo@+w{Xq@WBO;%owr|*l*bXL_wE@IFQY(Tc@K3{?=G1#CJPd@vGNemI5jB8vN!<1&cbiEB8 zhh?rZYu;j&I5D=c`TF!vt6hGgroFnUEc>0*dXf>y4gGsTsKv7KT=`<>Cw`L2!a#& zkDxl$>Ti*cd4KNC@u|3f8k~Yq(!zbd_|(SrA11vDeN|PXx$l(8Z)n|A`hIctX76s9 z$$C>JYwkNG5}(?&9$sVASl3Kt-FJ!$Eck2ED!F)&q=zZrI^ij7-f<c&UIXFfu%ZW+pdXmQuHdg`pc^7Xg( zM|kU%&r_aDRP36Lr+CVVDexQYU2M#%;PTf`4`10gIA4V}qW2#r0CE}1$T6c7F@T?afmojJv zHz1P3_7aBG91T-N4`_)bh;nV1vFqYIaPbhH{>bh@`OE~<2E8fqqNmm)wZIcRJzlZC7h0di!`q^3uM3tm{#nh+Z#w^y3n*i@enQk4_xs{S4^|qSOq{w)F8>AA&@o8eI@!li}}oH)Z4vaAkhf`uN}0-hW$#;)FsZZC}yB|}x%&2e2Yxg@R1>N7Yid7wv{J~Ud@QA0j@F#<%+fla< zFZaZTl(KJ->@hzaufTt7HlqPl)AskrZ=e3?#=|D|Lzc_>!sD|Z67OrCe`=gty`E3F z+4Ey}smErJ6MNbVe@;FvK0RO0K3J07<_oi)@PZG_f4Ib&8PnB;ckU^yeEzACU*5!) zQ8<0iE=LL9FBQgiY@ZVL9M%63de|+z=VR4_rE^Oy-S@ose(ml}q3*-;|7uvviv|B$ z5?#`HW4Fr`y+#dQ9X373C*sr1_1?$WeR!CC!i?jI>$M2J8I$XqP99KID(7sw@@4GC zd*~py!{yg9?l8RxX6$D;H1d_DJ++1gy| z=wD`^HN{+4nok~3m3Ylu`9SEA_#dx*cjY7(eciY&G2+{cpl@m+{`roR)(h`As(mvr zbw7)I&*`#_-J5r<`LI~}$1jhSSIiXKGj?f9AI$dY=k0xx6%kd($}O8`@U!)=_WH!N z<$Cfrb_PEevcIroh3!>NwOiR|oc10o$kM1ksGptVrFkUeRgKWc6!>bKG@{+P(ros$1>dg=Ow=S#iglw+4{oxW*%Zq>@u zzM9>u4_nVjTTYRi@@KUn-%*zNjn^}b3tOXo$@!~2;$IaLi=Dh@|ki(R?j z8p$jG`@~3Q!Krhvxfeg|G}vfrbm4=`44#@}#q%Hj3HjF)zs$<3_ek>3Sp^$%{w#en zeOuCvki$1q=4{~Mwt7mUWwSB*BsN^y5%y%Jl(IM+M36IA%%CSUqHhqk*1*a<( znjjJZ z)~sSETFG`bK5I{akKe+ne=f%Gzq!5q%@r-{of5ag)!&*V%s=xesC4epV`Xv4uZ(TE zwh6H&PuaSt^_%28j%-V=w6*2;elgsPT)awRk>|;X7Y|*8-()I9 zk9uU^Znb3JHitR-Tq7tL#Teg5O`7bl+3S?x@g`T?@*wCISsa{k;NM@H$^UQLK(rrvCaS~sndkTcpL-S0t*7(9 z*|Sf(xza7+!LBo}OE^v&Zg>hZIfs$?vcT7%Zj%4b?sB;Mq5Xw(kSVWTYW}Mufy?{m zG_8NFweRBgP5-&3E?#e!F!y}K-tU3mN)P02P`pw7qii1!pBA@pbUFJk;iZpdZWQvpv0yJd(3s6Iv9|Wgm1!C=8v3d6@hu6j znWi=ytMMi!Y$(?}7V|x&ba|?ilh{{{-(laXS6VmcOb_`V5MC=hciHm;enkn(EjK)t znQ>BoLaEJRaCmx(F8Om{xp!H?w!083<}ja@|4^4()RB3Ajc>yLvfM+@f4;kQB{@Oe z(BNHI_y&nH#xl&{{2gPr;j@8Ohl0;5dlj)s_6JiQ7|SqQ_ch8UT#r2S^L)BO>x^S( zw!fQy>`ecr`Nz(@Ft%kY6JmaRWiKf6^)=4i(`fTSvad1qxn|!Z$u%O>)^ z%G4dgl_K*g>8nFCSKcFp$1pSK=5a*d-<;9`N$8w<{|IV{#5 z2ex2bQ$4%-B-Ybn-wt*qYrxF3)5O z{IGkb+P{)zo&R%}y^P#2Sw|xMho}x)+~G)r?7bhaS?AX_n_I=a% zE!D5HaEBCI`0_86^U9xAiM&zaI;PSqs=MX<2I$ebMczE^qctnSn-dzramvdN81 zsW%q9X`i@%UynPSX)u|8!fUQ|i5oU-2-D?IpTRSy?Qp{J#0||$?tT;9IW@myS*`n_ zl3U)U1*KEvZiybf+RfZVB5fAIJE+Zp!V z=Kp^3q{!~?oFRAh(eC@(YtJ|DeR6OI+q#T}d)q!IoWI;O6V%wVoO*Dg=+BZ;f4hh| z7JT1i*sJ@RZ67@ddOlsM=*k5(9- zN00d#NdDkCesJF71pdg~`OH!a4!&oS%KT@y;2@L8ecp^Ji8l{t74bIPwjcDV17%mf z=9x7Oa~>-kzU(bFr{JUQ!ITF^b6Bg-HQ8>s9(3#ZrAN^h8-LaFs!4f#E;ZY7S>@Q$ z0HbL~_kWd-a5}xWd*_o^>~Xr%{aJzAlW$(VuDgZd#FL%ZzgXPxmg(7gFKmNE%Rw3T z&9JuOHowQs6Wli3vsvZ(*b*8VpxR_ot=Q#BX2ltmcWz~ew068=T^r@IGTK=uu{8Vl zo8UDcbAEX7$=9s;GD9Nf`JQQhlcufz>=!)$W#WeE1`?Nx?EPa&h0FK*(yIjCsB#>8`-)5KSIQi)W(T<)JnRQI zeSY*I`5n7mZBXTT^%*=hZIctudv0joa#!_gZh_899aZ-=_v$o%OU+vnlssANca7?m z%=L{${3Z-lU*u=7J3KI3n10Z4Q^NYl0tJ)r=F{U9Ue9a;`}Xyb_2TM3OV06URj~Cn zF}ojZT>O9`g?d{OyvbrWX{hSe$$s_T<=2)kjm; z_HQyjxRrI)Ilq->R>r;XESR8Tks&0*@#-({re#%Yz8;HyA7i(n*m_abp(T70`>NDu z@Wiw&esCbLfMJt#_71^mQfp>U+h$ZC>2lokQpUSSS-V5nLN75bdN3o%@ zf#0@?PFW!w$$Rqku4l^(3tj{kOwf?fUb;SG;oP?8tnBl|A z!%L~gt9pkm3m$;Pb?OiNu3&p}|G4pm2e~%Q^$&i3^yzPEb~*SXHQSZ@t!c}(eLKLz z1B{!_H)}*hT+wivf16K+g`Ka7nf)N+fp@nH*gW3;E?^7zaJzu*#Fy`fX3k?~KiRl( z-V-jds{0}pK?M&y53T`svd^!IxXx}@`*-_A7ySYO84C`OIS+Q_AC@fLeS3ES+oq2D zZN>rXAMJkV)8E*9Bl+exbb9pgMOB6T4sIQ+|i}7w_{i zsR??|zj#yN!h^l%U7i_Vet&D>@dJ)Y2|iAd7oC3d96!*QoS^nT#?HYnvEYY;U2N|+ zHbn!FD98qn7tD`O?>&%Lwo|;!eD@vhH}_)SiB_GGR(X2Vr$JPAi+jPT(@%JxG`bg@ z(zfnj-0ykl$?A7)Wt@GL%*XdMCf{@TTv+NSdSm}uBj#`UtL+p1-#^pGY5R;<=rdby zB{SpJ{X73KRT^{`oH_l3`N^7fs=p2__s%TXp7UUedBG`Zi>JH}mG`gOGgp6J_fPWH z{?+wt-|nxi7pp!Zt@_B7Wmi)xUzn2n9#})}&T+;K!fJ0<^nIIoLNfnJk9pBC>G~P( zr0b`>1JnPLcjdoP%%3tr{Inx@TwwWcaA((8=F_Qj$&xWqdOmk16>3*4>ij0jSE<~- z=acvz|GO-|w|fiU*dIGe0*&JKd?*K%^m9JCovQ$s(mP}4Esu4xiT&uo z1+Gof_e?at$I-KW$}2W_WpwOCJNS15C|yTOr| zT<5>`>>pU=HLj`N)z>uplw{@BXLmXHo`$CWy|Qr>yQ^493l%U73d z3n0-j(fMA-${nTiIM;0{-z{o(S&unjhf97eci@^_ccm?-6-4rmUl+Tt=kS5s>5032 zzq#7-kXP~` zR8HR`SX>^BLN*aAtu#?B{}o$fvHbk~wlW&t(2LHZvV7s}h6a-!ZcK&0$jaYZP97fKy|` zN6nvY0ZF?nJ@aQ@*mq9y-1J|!o$lK68yMWUF1b>)B-dbhYS>Hu$qDi5OQiI6?&@DZ zd(AE`zsEDLBtK9wEVv|LAt>^D_G$e$@z%V@5BS(!IlMY5UOwTHp6zu;-$xP_g*Qnp+MmDl3a%_p$?9k$%?#^(6Jm#T?D&F3B6LLVtu z6bj6-;Fz}mf$xDr&EJ^^KAukx`KH%BL+-D`<_^xe%h(TkHYNN?k3X1XaJfJL-jK}h zFo>AP@-+5M!z)$3CSmr2oy`e9x%WLZdDrguxbBt7yZx5F{!Nor4*rM$_dHMTgV$@% z*+cwiM1*hn^#a_!)37KM(W!UrwS2|&GAUw@bja0RQ)+94gYF7kpK$m_FTFwRzjYoQYjs>-AFiPl?#8uxn}T?iAa+w!EtcT+(xR zeZ6uLx$e#Xt?@e{>Dx+G*C!H(?xa@<%~9cW6WRjmZ}~L|tApyFXnBR``RtM5hmPo1 z2I#01ip;U#@{?gz_gFtQ@a=*01zs&ZS*F(y|4R=9jVF}o9Qsr#aA)!Z6;FdYF7Oak z<5qp>K-sH@rym^NX0XzF`N7WZM*<5TfkI@?gg5(&XMS;>e(?6=dpmg+y?npZ2OORe z6LLXgLvvWv4;6uj#vSrlH*YvTD#T^uK>r8ibbIiq*{-h>iPe`^3!blKhI4t zDv$zu`4fA{a?O430$=y(e({`JM0PeYwQ) zP3^}8nH^iaJk@-Q*A?+MZBAJ!A+RQ6VQkxT=JY0L(41R**!$2T)lj~ew&Dk8EDN5= zSOl+Gy?Cb2#&z>jH~cTZ=#v&xC3W`6Jf?Kd#*IfVbBRg4;JlgD|4?K`DY(DXEx)tJ zVUL;OXX}eDyLpx$m>K-wj3y|4JDPj^zLdZHBYfu13-+cTSy4Z9zDrnm^Yonl%Oz&j zs8-A~hx5c;@X)hmf7a;}?fKUQGnYRUu_)%6W664M!oA<6hqSJTX0DXm!&Af7%^I$* zy|Lw4dZk0-!Fw~_Wan&B`Mv*^(5>_Z|5G!kyG$4AU7LU9i%!`)#e!)961MfABw!;u z6!b@>r+!Vnx_5o%02)0>%QNXt9x7lkhsSkTUuYGfWz266i`*Cxt z_~xjxpPR*;ey-8jajU*wehjEV|3>NFgO82;_w5dY2BR#BdFEKMO|yS6ee*)rd6xQ_ zE4fb|NI$TTFMV#>t22S^X44P)FiY+;jrz9M=R=V58yk-{hU)0_=Vc|UT%Vr&z4P=J z84K?zUE*x(LD8PhVhoy3Fq*@B`dsuvmbb=D%;}}QM>y4(=RcIODCX0tcbv;Uhd(Vc zNGnxR<|BLYWbfTJoBRw*o8PgAS2g~fdnTkcR&>ThP>25O9Hy!VA zw(i~XeWC1|xURF;wi!jvK!S3+s z|C`Q%r*zDlmuM#jEx+&hbn_XI z+H&emVtL%Oe^KivDYgAO_B5{9+jf$@Ob%S46#jC4)~R+Xo6G%R>*5DYFQ$TAHs4LA zelFXa=>g9-y_$JccU|a|E3RS-9X)Q&VEY<$civG;ZarIWy-BR%XPdaw4}vSf$_FN( zQP;(?bL<4v)`{-A;&(W);Gw~e0*M%geQM&l9Xt7QKKx?&xm3zT>do{YU*%Ij{AD;J z&C*w@%Wd{N=>yC8#c$?D=M+DXVtsnU+VGc;e{=VegB3k#p!VP&EsJZg2?O)y32rlP zOgp@yw(atRLzx8+O?Ei+O6;tXkMu$*ceBkVw;d z>2*g}%&w8Yx*+ycQm)CubM=WYyY??S|3znqhgi?$-(6z2(mB@EegyT0L1Q4VXIp=e zWNdDhp0i9xhE1HWnY;ZUYr@;xM>)ZSHrxK#ISZ0Ll#4H)$0qLC{PBK?EB9NIIc(tM zWip5D^toV}IT4zZ*xC=Sd<$`9fmBSxzFWIC^4e{aE>8+eE!Mlb;Ml2!?{YSsP0h^R za-D(i+`fPLZ*N~Ky}+NB;q*J~&XFm*47s;WIJ&a^pzEOo6?g5ZjQQXog%rW1j@NV| z>|zTdQl3LP)G-#^dJS=}Z~UH+WPKz;T-HZsPYCnoD{610HoRgxmvHOG+BeaS((+B3 znJcT;9Sm3Busv~Q^ygy|y|HWNKf5qRj#a#~X`{(kP*_-SrG0|TNaU5==KHg!=YFN% z8<*cakW?bM!{)(`kY=frCr5XO?O%BJs$EA$1MBvvZ}FymMR%Q|Yp?82;QDBh;57YZ zU_s-WsNN=S_k&K?Bn4X!-03|H8Vcw>-2VT-^6cr}+0!4Y>?jb5vEbBe$hyDYXM)h5 zveZLU9+zti->5H6edSreIAfJ(!9$f9C-wF675HP?CMVpiJF@28emv8qsxoCG7nT==9-!osDIe!C*Iz$+`D;?cIKj*XX|Y~N@{A) zZyQZNFb$s(<0R#b=&h6y4SHGS+QENV92F*p>@=&W0PNu9OApjPU3ofyi^u*!twl5My;kFl|9W!*zuo6bKa*5FedDE65mq+tw?{UJWCG*$^GC7xNiQC=hlAi^b7xDEf&AoFMe*u z(XV!omz>w&;t{)*p5bNy(ryRRK5zQO^Bi1rgq|Inn_%=o(yMW)%?HUf4^AJJO#QDm z$MN^}hdgFK$}ApNFaLNc6KuQ56ejP=4Q7E{K2MpSEYaiobzpfntH1bskajMx_8m*# z=2|do9?U;1nXv2qA;~iw|MDz^tEO{aN)=%Nx&Motg%+g3$YFQ?v(%NZ>avP1o1C-c zhAHfF%^u(H>NJ0?yMNYb#=YNV(>VXZ~9sFMlys2=kf(_OE&e|5~(3GUI0X!*9SP5P}uX=IU< z=v23A`CyN<$f#!pML+)8H$RW8;a6({PMVLY1IEB%>@`2G5#^9d} zJD1MPoIY`i#j9@Cr6&)hYA{XvbRhK2Uy z>id9#ak;^P%1YN_-*ZkxQ~gQhI*%s%4g1FkoIiY$oGm%%xaq99EQ!; zAW?PP;)c<~^Ouh{f*fbTXf}sI`o!hAt+W5fuyq*rPtU*FaQrlA_T%&mV_POOAx7!m z2443AZE8%H;ibC1yhX1M3*Rn_4JMKnAW7wf=8kRaeC&2#@UwXMIPTUSKhLAvo4PLQ zt(tab?VHzK>B)VX*Ur7JYCDF{`#l}XFox2|6P-ACm z3$^A^6mxv=^(Cs?uR5pqE#8|QE&2TQv77A6-&O2m|F-U3(<0~%-`=Nt1uk<+^!wLW9BQvfS3dOWv1zK>!j0M=0r#e@N3`|xVv2&G>|m2 z;l;k#nGF*4<*BbYH%w%?k-?P1(fYSnHe>$6%mZ7%bEa}_7keIDKlz~XD0m)UaKl56 zh<{B|i>}3%MJFe%zS-sda_O7oXrI49%57mB(V~Km#Zn3Ow`#-^79an@aKnS4XZg>t zEf?etGa5`bpTI76m~q3KnEASY7=)i+Y2BwjE2AGA;h?^%Y|-lLnNGVI_C9#|%=`9s zZ|+r>ca-@g9gJy?zIok4ZO78s;t9#xYKv>xP6z9l?$BCyh1Fn|%~#3W!U@`(2G35c z%UD=*OvvN+BWOje_rj{`$LB{3&m;XBbkz?`6HeehvUP4IZ}-V_?cc6C?BuzzT~bYS z^7LmGlG@Jqcm2PT_b%^U(tf9?r$#sa2Sq8$giqfnar#U0wzrHMrnZRuzZeeo$A+g2 zkkR?Ym)W;GeEF%VdWx_Q8^~i%86y5Qe4os7Yya$&1OMKtBnukU7f*WmbN$pm;**bp zs-VNc4Z4auAh~mSpo;SRb?**;b!0yMasAUD*NgsSH$I;hR(WP>nBZA98?KVf-%?2y zuYF3lL_D8yP^DS&u;%ht(GRoLTM}UEFr|E6y9J?NW&&g(~yZ#cM}X4Y%wH{qOq zF}3PXw(7s5N9Ks?ZaH1>2Rwv!y5Nttb-&iOzYM~&KR=k<2yvt3zpV|?cPHHno#}nL z-s4vo&lYpDmK`@lUY%IdwDe(qYQFcUO3!@~^P}RXl}YaL(3_Q#>&>Wl(oer_b^pcR zJxBKcI9mg1I>`Kw>Z=EjSyt{yp5!myby;3b_xS#4kK<2&T+eG?B6)^EOmDG$TJzuP z>74)1rdIvRR{iT5wFNY`t=nQX zYZnL0t?<=STc1lLtw?;8ak_=I-Ft4%-$~JHo~+f9S@dT5tJtOQP9*K#Sn|%u_TN^a z|53g5x{N#a@BH%!vYh4L)Vb{4ma6gzk6tOQ_xsY^Sq2G7u@7squb*rSb6T~e>1d~Z z>igKcEZbdHhdtQLx2|kv%VnR)pe^gz95N-&ID~ewalDSpSs5I3_wVnY%T_+$ANDE! z%NbD}lmA=i{5JwENC8bwJa_xt^JIVF1e0V-ka*O&`nUW)*Z-CLzt#Tn{)~UV|FWz9 zWvl)_+Has8mC^t3&vZ~%wg2It@G?2J*4U+;x~q(Sa;h=+Km2pO=wCMX>@>FDZ=9A% z{+-CVd-~>{ebe4u~k?qHDAxv<0$u4{nYsF-j+HmS-&8>|6TFM`cIWr znTMXQ+&A0Tz;cJsvv##u{)V|M2Yv)-N4&V~)5i=Rs)}i2PPkbqmD+oH`Ss}ma}taS zB>fs>)epQ=m)tvj)ANnz*S^Vo^ZCW`pK@o4ZU2`}`kyolw5~1L;(sY9Epo`w+hlj?@g4L2Tb-;I)CW%!e2#|<#eI&yS;?`u)$>AZ z@`u;=I@NBaTQHQ#Fj#wR-)i_=CR^rmkmbe?kC(n#9q)SI&uN<3S%ta#OaI^8vRmtQ zeMr8x1+&emx{sz&S*Z&9?3OQici6OZ)6Z0Q-z%$-{;d#B2!+V@VqkX*&^Mup*+^?PU`smxIh zUg-E_SLB8G%}+14Hl+UZH;}a80SCxW=6!~zm&l(pdfC3&=U4w`A8+mxy5x_ z!R}XMnxUDMZ-2vFmje}1NuZvl45Kwup*d*PtHV0|>j%*j2c z+Yd9%BWEpebI$6Ve>6P4qtdfkKtf=H@3OmBWA`qTZM`DLe0TOy-M4nrzolL}qRIHp zmhsyp25a92TYrYMPuwYQ4Z-sUG1C|srum2ezqs{y1z&?L`+<4P3H=95Z$~_Dh%k4E z6y3FN%ij2+yUgk0lk>$JHTxNVvmIPrd@~@Z=T+8z_nW_W)oU-!-Rh*5S>-dEGOF|`f#yA2xu{%+-z ze=(bT@_Wt=(^({pS;9aw%iazKkmaXOcEwBh7=K!2-JbsqJeI?7qnP1M=qcUK0R7bc zD)--gUX@r7mBiV+N%6u1?YPs|^l}#khCICZZL@%M?XvU(aYhL-4B;Ct{LVQqX)xLR z-cQi_-15AFte_b;%owwmKNPr8%<;yOUUHwz;p*MJ_u3Mc{@vN6&I&(5e7ui?`jUAq|J?q3I8d9zBdb(0inFZpL&- zSTkPQR=)r4`x{yB)lzh)Z|gT)7B<&#%kHj^SMIER^V;ZH@XG(^uk%)|&RQJH*5$J# z?D(E_J{PZq8lT;M3mn*w*FFJfJ^}FX=X~(+XWPRbAEr3AnUCi=C!AN@@Lb>qbMexT z$CkcX{_&Xoa>r^RJ=;??QhEzdf8n^{&C>HcG#?SW;{LFvw$6Vom?Q^4d?Rw4M-p3sKYd-zu z&-@90#PvUb7uP)BkC-Gfxc8f3vXx-+kxFpM_n&vp|5NcFPV1|RPM@}Gd#R`Bid|D` z??y}yJ71akyhHcg#P28ewO#vq_QS@uEjzU9*}kotwbi6;+F#e2W$XtWnI0@)+_2%o z@?a+R1C0vMfvU?Z*f!Mc3M!DUgOp3WbN;hESXT#6DgMu-ji5H)JSG{A zgU~+X564?OYIg1VD8X_-=096sJ@fJXpV;?sX6UEJr%z9MeJb#I->$1s6Smx2)yREs zYwYI2(sKnIyX8~udrw?Uulgsg^8aYPbN$I8b5j&6{_*pc+P*e zbM?&6_kUuqNls<5`CXP8^esP3ZOi{>r>;D{ukca-P!p(`Ea3F}(OUC+RiMoryDuKq zJapvR^a6pi1%IS1{_)CyyuG>O^ZfG)=TZeful>DT@U!uT`7WTPhW~jd{a^GP9J5GO z`c8gj3*{GicgxCcU@P!CKp5-i zdj(RdC8w6J&R^5lpsapiqVR(goCPe4qT^5fvR`>5K%M`{#p#>=@0zt>o$1?a7R&RV z>@EF&@c4`)*3XZaiPWCS%Fmcc39%@wxr(xL~6%bmBKtr2x1hVgCP3i0$a&rhCjg>Cv-dKJ`Hkh|@!fRxA?|k;lnR5{ynRtq_Jqfx2pqD3JI`p` z`}5pzhM~{nr_rVlK7LyKX8A{>Ul21YHWjdTA2c~EXpp@Zv=fQ3=!C?bx(Ao9%C0!K zrAvmXP}%K?j>;00UC4^9L_%hdi;XHP8m7To_HJRIu>$`>E2 z4}6_}x*)+OVy1?H+!~+zEXN)gtyDk2spoZ>#X^t^vc_O1Pxjv8pBMQ1|1XnIxO6G` z>-1$u1PdND+!l=5IC$`=;9R&XB+RS0}-3`b*A&Nh}fze}UU`jA@WA zCgZfZ)&1u4Ya2YBV|SH!JYumZWSV2a=*JK+>((H+N5Zy>6$Txn1gW zgVvwd{zivye{yolizw9xjprE*zP$}vZ}ny^8^glNmFfpPg%Z}B-P&|CVb;UQ18YF5 z>`$|wP)uC7fxl)~nfsP9NxlYQ_5+>F4_Z7A*j-t=;Ml8;=ZqqFpI!Q9_Wa5_2eWM= zfAmVVi_cbLX6UXvsUP z3G?S>EQ)RWeE-PL{381~sWP)uzbxbYJ$-WzU)q6xw>SInH%w+Z;K}^p$YjvCXr;kv zP#=-`iOnw)&G~xEZ6an^{P&&nU+rA|Q~n=MU;V$azUpkL-G&n;da3!-RBwmb+}l#J zn(?gniEe4NvYXFSqAymyHTq$*?+U~E*!rC+#_KQ4tYVm>!f>n;G*Mv$8WLl!d|)KQ zaQfWlRmVRws+G<<-m(>3G%*%DVgOC-)@>}!zP?H0Z&FC?X78KP;#mh`ZXK)a68Q~uFox1W~0y>#VQzp?v)mF@>Tl@iwIZf`oOFzX@54A?R$ z>!}AnGOC5$FD!04c_7n*$xnt+{lulYNBRHHVH42ht^9tg?|^W4eI?S*>IqgbM?b~u7x^ly*{2vFXC_9{A9(9PdgU1ewukk z5ndt0ypOd%aAezityAen?FVLpr{vi@PCx4Po_U>NP3(h*PP^;O_|M&LvgMyHcXxm3 z*)w6~AJ=AFx{_MOF-Mi<*ydKyRK`OA3*nyKkcI7cUgf+Hh?r5aeA8BNb02If&xNmd zFR^^fpAPCunI!(dA2SQ&qLu?QA~u0mtIT6N16#Vk{^HWOSuLGk>jG@_A!`ukFr`l| zi+(g|+Inw4vD$lLXKtszQ9UA)l(RjZXPM-RHyfsG>vq1wb zPqjP!MZm(FqvuQpco!cNcv{p@hUxUV&ntvB7;N;+4e>LOtl)t-aKbb;>FJy1vq}Gt zVOwCxJ54Uvo_pGbbcipf7l20B_6V_nSMP)3r`M}5eJ1Ogu9$hC=_0>I%QK!2~zdOvtEMNTG$_316o=%oe4H+`ZiDNt5aZ*{hoZV$4u4R2a0b>cw$z#SuhCyz_S!MKgDDRT z<}jrDH5d!r+P;w|#OHJzMu6&{-0A9*Piy34J?&@u=LI9 z%~v{>&)u=^o8;p&(YJq3x!voxa7V;{`?>R$|LQm0l;s}Zb+-0p?w6VK{)?Tg?|!zw z)!@ecn7YLOx6&(w3?}n`{g7E;6Fp1Ce#hdK1^=Qg{_D>9FZN*VvF9PTk}ZTEJ@Bx< zv0Grx|M;I7`OIks_jmn|ID7kg(}P>;oU#nfwb9DcU#$Mk7XN+n<)tgX{MqjDuY2`h zXrm1@xNmp(=lVA`ecOCM4dH-x3u)WFL@g?JT z2F&xXE zuC~VLV_xQ=fBScud}Y|-!O&AWIc!70t<(y!f`^fieqPL{jMPby2Ub~qJ6V5!e*LE_ zsTTir4@A$+-F+)e=l|<{#cz!!EZx1MY)J@@GE8NQ?iepSYhK zG&%fJe=`4sWC>6g#OvUz8{pOH;NW9?bgNHGZy(bx1L;V`sL;}hKvVB z0p^QRw$FIsdv`|k{ufJTHd!7%nHDZR<=g(d$K+#|sUL6^O6Xw+&pU8}XJ7OVb8dLE zC)Rget=osYsXHcGWP?nN(q0|V?nEP z^jYC0UOxBcZ<3K*5up#kBOG%W#m_Z7)&KD{cK7XD*Ti=}?M*Ivx%5r+jo`aSujNk2 z6%Wmtf6z%_>AUr-+;6R4nPza_fv>;3rnB8 zIgr{lr;|<9iaY&4tMP+Fk_C)xZ<7TZT77RSK`H@Zwl+k6lVXv6!gD% z#oXm9{N(LV?W;=Uo%Q39F9pxbV!-H~qrBUw8H;Z|i42 zr+ZnO2e9$XyovvTlrL$JW{?Tdo+vgw2f04ZZyJx!HVg-YUjQI;A z4{U*MrTF}7z3Gf}7qNm9Go(sD!wDL!U}L#|yw01PQ~SyAfvwQ=P3yCRSIg`>vLhu{ z?|Im_M8mZUrmlSVNWAplkHBx<+S_K_W}kZL(yQh1e6P~hm(Nm|>z0_X;esD%k%svM zb`V`MujihH=VU3j7fec*QXZIyFnd=%FbUv!^!5?UjBjrrv3$!HS6}1z=j>6icAfTX`c>cGQ7Fe@%YlWDLd|*n&twVcU`2t59RO za!bsq4*3@S-1x=wQww#UZ#p>3QGjQwLQ(9QIhzfCg-L{|#w@H|ojLb)cgU-nw9{{j zgXcc3>YsR3j(KA!y#q#yDWJuZL9 zb7Mbm`Ubm?-w#P%E>76&G5?~>4FR#=($)cXho3;_1Kh=vJcMV9+ngwB>ii~o*mA=| znTUT)Wtkf@J*%!}7R3r&(G=aXzB@wpWW;yBWv!Z3sZPIlajts3KASr@Z2KbnQ}?$2 zdSbcNGP5&tW}UTxExVb}QmM0zyw5@7XlugNAR9nD<>$35_x8J=r{K$`ci3>lLx~#- z*Vb-M>r?Nhz8bgAD&EqDL#|DWoco-td-rv8ds^;Y=*Q*YJY z?7DtVap_N!%gG7Kh6eLmBSC#&T~giLm^KX-1;W3%tyG@s4>g^?|**(9dN>yklBMCUL`&*Jm}?>>(dwfcQvxwoJE z#c7~vH-Q@k9H7lQ32blfvw@Zo%`lu{`R8oHvi1XRP6=zQ_B0(;nDG##>P*yo(1hP) zHhI35&cF3@=Dsd^y|) z96Vp*7+*{BL5IfsqZ=cOK5eO*HD^!HKO@VZuO)RjY9_`kOm|~@lg`#t{w8~?OW&0EEX)B$11k-pOVVgm5iJJZola6x?`cm+~Z!Su5*4k(eU?7gJ5jViVgD? zE>*~=c>b`t-Jj$57Oyln*VoO21qtQd z!R7%vK?&y?B0_-|l?7P^!1JSolS$w$BO8KPiq&#jG!|+_|HD|M!)>+<|s)nV6d6%%#*{ z{!HKP%RN2&t%1`6hToaGEPOId?E55VY`s_cy1Cu|jZKp;*3M{{`#!M$l6RjF_ddQlsl7d}FQ0Ey+t{eP<^QI?r>i{0BG!4= z1okHmhD@3sH!bFLF}I5o)0|74-`MI`g6ES z?T|&XxL;%Og9DbJ9dQio%RJv+eo-0pJL-l0q+9#vG4j<+ow7LHjZY?xuSfrbSxChB z3ta-mH`ETU`Fb#VzQDC#aovS!Q%+g%1md#B`! z$)`2%mqvxMABlJyduzq?`wp5(qMp7-c#ewAJIGe`ze>;V&7?UsPuIPh&y)D%K;p9l zKeX=#B-$RfEKpD>f4-Lg-mjJdjb#HDT`Mi_zRciIG zB%d7H|K-eyM&>JLw#rxti2as-bD*m2J!{%rd7GM~=Qm>l{_#$l@JMU^Llq0~#=&{^ z2mk(7yK;YTKGWZ~ztt}M|5h6;;aD)k(I71CCdl&bOq)OOJ#0<4;FxE9{^qpR^Hn$f zJJRyDQRuZKUlVxmU*46~?xowEavo|~yh+H$yhi7t|ZXEhA zBVDd%`aD%&pI?)^kW89T&-;UBAraTXo=t;x26^jG! zZtreMn|5E_Wb;39PTmO*;?+zFRSp)a9o!*V;N1F=hr8bKMpauYznq<7%vsUY`#(xP zd2h^qd&05ciGoFufK7daeQ4Tjsq9O|id%2I>RvIuadEp^@`3Z2ljarFUp~F%!`jNZ zGh+JJJ*fV({V(HIm6Ow=zEsVR(Y?M*(z9TWXTcT~iz1;jhvEg|X0%OC5VKRfbL!FA zZ+}Xv&TlZ~Wj{Ev`N0Xt0+tV6#(m2##;3{D>oQkOGuYev$0*V1c#n+5IT?#6KAE3+ z4^EUbZwBqC|L~!6uKH)Qm(nVVI(qK&RJl(V@X1)R_Z`TL)(h2t!QptEclL#bdt3EZ zuU4Dsb|v@T$>{SBLW}H`C!MKx^cJ|SBO$-yl*Ywbf4sL}kKbR=rOeT1%;9!qW8)#c zZOWiiHO?Jo=bta2C;0M`xm~Q`_T$i0Ke6}$$DOZga~Xf;S~36nUBV{y$7-&mWx*Uv zgJqwjwbrCsu=mYj-u&U`jYS}Dr z@p*3XDQ_>&<}AO!`S!i;W zr|F~VjW(`qDZVCfX>20Ha(?dht69~PJfb4r?$Rt0kg??GlVNdZIA~&D8D)FgKhEu3 zTe)W5#l)21V;Boa^l)dkBTf*i&;F1n($H(apzOK)-dvHu&dB1#G z-O1jIM#}7c#_Y%VH#R0sWW0Roz=i!=d7dB8sY!ZXSIGWbXJV>w-(vm=Iy#3f3!cbW zFtL{{oW7tsde%Ots2<}3joG1IuP6UeUgsCs6t_NLg3q$)S4;vAPS4K2e85}i#?oH? z*q+FBmuCtxAD3i)oOqU3^qNV_l{)Y+7AQ5Hb~>2!z;luL%^Q0KCMG{PVOa1)!h)%6 zub1WjS!^2&eP_kHouB+{`^CviBx5GK3Cu|okkRGvlVREXL7e}+z_xXX4~4C#^BjEF zHbdoN>6%l296AeqAAxo+&1twC=9!u0vGk})z4~jZ3&#agK21nmX}*>xo00e1`!7*b zH8dx$TO`h{{$~I6YhUkeoRJdn`T9Ib%Ys>!2J76+18%(3EaW>A_1>oD!w1fXF>kK= zeki#a-e%(^FzI9%8*{nOWSYD)l;p(pMbNjZy z{`kC)?0e7nZhF^gGtmUpwrn+V;n`KG^jde?HPeQ^%v*oVs?@vdW?ngZZ0GBH zt1I5ln#j6*Cae1CCgJphoevO|dGUU$=k}gowk4j<5NbczdHBJR#1DTs|D7<3zJ6=z zvPoHyGRs(MFNDigwL5lfnsBV86oPudQ1yd`vxg``i4j%jW1j{o>Xtwa(Uf z(F2pk2{wH@KsDv!2S>iMK=P}1^qTGJt_5l4|Cm*{PZtQyvEcOkdAO0y+x!l%$U_<@ z7w%44z2^RuC84t&?RxF3YFDo`tqFdgS(w23#nMDwZgT(4uijfEG8)*dw-#K{u6J3x z{-S=Y@uLSOj}vTswk|xht1X{9?V;=;?&}3IHsx`1_f9OD_99d9^f#g72Rk1>I8ylG z59gEhSDK$}i9FV_>Iv)h|NfViPXAZsWTGtKXDo0mc%HP@n#>=^9=J?+cP?6f&sWaG*vUFR#uwvk^>cj>Hx@i{ zuqafpsc(8M^Jsl4gTiH*7pcFOTVA;RLcdty%b63+m(Mg$w8#TBk#9E%-xoV`2vlmW z%VqtxZ29D^tM67#wczuUVOQ^K4*q|^=&$qXFZ{Zf|DQCfY&lrjcCf;!)VXydxbBI9 z);+(Io?rb_a(eQ=nVTP+i7a@gWAS)i?9bEHo^7fhH8}lsZF}!+T~+CG?RThGR!3>v zvc_wn6E~W8ZVtJVl*Ls0<&%n^cT3x%>G5$@X%H*^-UBsX`I?Q}59)yOPvS|T93dO~ z*tOlkw`U%Ha3-pdL~pkx0>=E zKd7_Exgt@julf18$8^MVNSY2kMLWzu7udb=IrVFEN6h~@sH`JRrbwT^z81z%!!=od@aW8hh{QA-4Ht}+@ zQy=v#lguobmuaBqU=|W_`NLVrURax&S?%UOPnml()n%{Ew%|QChb`T&+4$YPz0w)4 z+L?L7#P>;OyxPxeqRey7nCF}rTRLBJWbSCmjv-o2+te(~X9y zmQXi7_b-^d#IE}rRsRg@Dj@L#1b?xJwrm4)MXUyZ)vT@;|h-CtCzmFca=9jmr zak7}HyXyXr5BKhbd}Zh?^#O0$0=3yxUtHg5vUhHXkksxhroB&$Z<G{g9?d!7N8u+F(N+i|0Bkd#0Venml#7q_1RT!OTd5cdu_aBpS~;6luWye$Qu6m#il8 zSLq~{y^k*LYCHVk5O_b}foFFuUvJS?zmPq1-6Hcyuej*cH5+edblvowvx&!Klhi9+ zop-&5CuO$Z_dB01d_H@70l!L4Vt5OfPez@^Jf&H4{9M;X}_~q<2 z7E7jxPn%iJ<~=Dx_i$vvL!BK3Vlf5j1sv-A&S5`4_xd)A zC`-?jv$1d3)*PxVcnC_rHuX*MPfP;NJhWTh`1Z(lOWrWaf2n@K?kX|qDn0wJ@QNNY z)%nAkXnk!1I5xf-`6ti%`7-PH_j3LT5tl>yTD08{iGF9l|HNd){*##wb+a!w{M&Bn zE1Ov`H?v@?Nk!0&z2Q?YKRA_XkX`%Xnz~)o`);SplU?+?Vk6ofKR8ub@YG_*thWct zEqS->IGY(zKmGE8f72~}WjhPzb{d@9B(1e3+d>e0Tp?(DX1e6feQVcz{`Nq0*~&Q_ z;eIXJ>W4%*-sA=`^X5&Kx^Q33^oPTKzpPgsEw6i83R~_6B<4D=cq^U{I)#&e{*B74 zZtX&K&l7otVhf8@Vl0K$$#916mi?Z$p;MmE?Bn5sY~~{Wi#AA3ESNj7V5`Rtuo}4K z+ow;eX;$&rwnrkzLU`RA&hT?B+HdZE^)(9pIs4T%sWtO|m=qb#_`Gv>j7e-^8N1kv zRE^iOm^wARP2OwXb9?W7HfgOu%AM1XdrxG{6y&%r$&noR8dP)0aKO6*w`>32SKzcw zy!#K_HFDWeq!hz=;NP97H~4ypgkNsoI`yLidZ zqjGCbO)Pi{_GRPEOG_SSeo=Y(BU?J-;OAxAGYe*#FU)n*iAmS#;oi+FBE}uw*BV*z z95SF_)Tci!Kv?YBuF`8}G9Vf4%`a}IkaN`*{pxO+}8!UuS;?#-#ox8dd+lC zi$OLl20FWir%hH_(&74AP9btfTk*qFJ3%eh7oid>E!FG)zd0lQX!*t6*St=7<;>w> zE&RAjTDoN!XZ_cOuX|-Jl=u5KuSu1y&Gvkzeq3la*pBe-R`sJy*9&yc9I|c^U-vMg z;@zHguWtJbomAV9c9~iAnkmGEK@qdcZG4$eHoD#l(osEmzr^s$0sadv7TIc7vQDmU zHIEA`pJ>sTdCQ~qwomKEf4|$flBLA{HElSX9RV&xmg?MdIO~7?&?CF2$5s|R4%tzt zbtgf3eVmhYy_fUpIU7#2N(Vie6(dmjLiMX_uKxw~$jqfnl9umoeLK4)Z5wB{XUP54 z-oB?-#P0LTP?pFumT=p$YvG|;ZOw_GAt?i1_QS=`t8_P%o^`2B-LYNS_i@6GLW4UN z5_$g)Ph^w2(`WL7`JJ28h5uDcBzG3f-f6H;=w?8o@8Q#KCQfDLa^QB6sr2LhA75r2 zzW<9^h5LMg&K(P}JdecGrYSNG`RjB{X9kt}Uv`@Ia?`8Tk=HC%Rxi1w|64d^!%JPy zKBag8+uVd$WAhBZOKK;Zrm&s-Q9kp^7D4XqlHAF$O`u4W;fANu-&g-(bm znL61o9zB&S+9j9irg0}tqi6RG^MD(!<;qvScW=K}2@Y#hT|WD>{_3a0qd8X>s@<^= z&YQz&o^Z(Id4-hiNy~q;*j9^dUh^{d%k)U$S!qWOzsShL|HV?SoD}pA*e08{7`Rj zBDjgU;mm`wqqg?3KC36TIX^tMu;6jP4#vi*OIDo-39d8Z+;ZUZi@B>K*MzR}OFR1A zHBdQ2Fm{z^yz;MiRfnc)=l>S2dTXnu%Mwu2b)7ZwHb?7ip4N{uezJ8P{c~g?yh^rN zU*@r;a{UJ`E_1$C>Gngt&JWoFEWD#`PraM%tF!s$-%P2By>C`to43UG$ons+Pc-jX zJyq>yPlxn0=_={HaU9BZoU<~2f8>#`N^?1s>vkxjE19{qwYvAcNM6ly18z|BXU8<9I?!ut{+L*$ojYGRij6236a^>osbhaNi$Rqj{_<;_=m z_)Sshn0&$PD}SVg-YE;cGZxAd<1FuMf%Ji+FK_tJIrsGUBeT*bv8?UO@VRU${B90s z`MDNrgNI_tD>i)+Kdsa4-yElZs`Tp4HRAhE&p%$l_I0P}^hMc5CQF;#*WUkD8Fb;) zu}xK%e$Tu0)Zwzb(w%grJGz4J=5TEOAl~x!%Mox7Yuf!chm49JcC;Da0QXfD?pO-E zW8+vZQ?IvpipchdS?@EYPFz3GIw!^P%@&Og-%JPjJt=m!;dl3kzFJfx_2R45jAyYr zKcDY7_B6W1j_IKtbE3`8U7-FjGdP=m;9);h{9IRmRj-ebEl`w3x6HBAO6BC1@Y0j5_2;(#W!zu)^9tDIJ+sx!L7f_< zGoT~S4<1%8TlchJZLXSHu>n=9M#*2eax?feD%=g)Jfx3)d_`A=DuRA<5b zP6M?xaF4(&@fvJg|A|<>pjv0xwJoQYpPN|l++#Ts(EMeN zS@z;Hj?Jpwx_(mJH}*U4ejbr8n3}OT+fC(8x=PP>&RkHF!DEN;irtXL*X+pXn#Y%? z?%C13p;+mTB`CPR_sDe^DO*V9IYrD(X51^*nydKYsBY5cSK_VjHnvV*?>1@YGVgaP z+cut7&zKN9AtyjvXZoE-TQeb6d_S7MU_-(BVwE$8tl$3uSLrM3Cvy3VpI*9Uhtis2 zwL6fMaYIAL+h*sXuT$iKC8X7%FF6-A#?rCii6_wdMX6ti{N`GF@) z?%MZdM&F;t-JbDzVWt}>W%R^f1GNF?aFib^ffkOjv2GUjv8LBw+JVOD*$>TSe)yC5 z&mrTl!RH?=yKjB|O8w_E9xcCpT0Sn%0rlHmc7Uo&P`5p=G>|2sZdb%d+r!{;6&w%^ z@y_oy-8r{O;o5IE@hQgyQtp-n$6hwO`1sNL)aZ(n=|LBNRbO4+al8EfvPLKg&?ES)`DA^;^OOd)H_oq?U?l{~A_@RG0adFbiG#Z?yB6LSn#z>DJ&t|B4 zTrmC59ls-uPx|@+^&gK@WhN}y{PWhF*E14r*V>(|c$hVP=|%}T@2`8;#2vr<aTRD3L-EQtP~i-o-HF*0v-#OP)lEqU zum9kmpkw1a^Mg!W#j*MqlK&T`3w*p+dF=n}^g}OZ?)<})S8+ce(bjq52N^RFT+VXk zzI=vv%c14-reFDcMD^Bpj%STk)73jY*H?M&i&Z^z@#sa9LbG1RLkl)6TX?i36EqWN zBEsSPeCN$6Y158mNW5fLy=Ef9asFXzW`cL##qF|+ZR=8(?v1ov7-#f-#qRt?*H`Z; z{Qm6pi@7^apB7kVzSl!bWUgnXPq%`k=S0V-HrvRG*tutV^?KLMEWfB^csC$1*4do% zGH7NbTSKVr-0tn`1=Bov_*R?S1|-FT{2907nX^g{?>=*!0V+ImpC`S%r*rZ0s_u<# zMi2kD>c=|IG^lC1zeBD5g;cQIk8`H`@3i%-(_EbWtagjVB2aE!=u^R`e@W_8OXiQ3 zg6Idf6;>OkR{l2e7F)K^qk>Q0$5{Br=`)|#r#IZVbmnL3SCitp=)a-QdZw*hocbz9 z(z(SkQP;WigG^jRn^2;ZoubbEMXjl6N_RF)y8tRc1C(sq#it$A5?J`M<6#pI2WRBn z%P+k7CY@z5?3VL6^ovJ-@$@;%eoUBqZEm5_5=o^TDV9PX{!hj#oU80&lV_RDN=sYj zVF(&~2vD(U7hkr}V@8`l$LR;VA`1QeuW#CWv}l@+4>;Uru$|`g4!f$#|83!mxteL> zVrCpCk4tRjO26{;a?)3pGm%qFOA8zF4j$;$%fG!};@Ii`OVysOnJ#^L@$1FuzurhP zw>T!+IMwpSdHMFY`l*Hs)7|9Wq|3e0<^MK^9b6YV90u1#>#n|A*0_ANp03W}!VS+Y zZWPPBNo3DI7s%ciliin^DtRYpPTjlrla46=eshso|FXmBkmq{JJ*!PC)_DIk`=xWb z>5|B$jK6ysi=j63Jl$g!pmR*}Tr<2KZh3oh(Pov5Uzxs#D>pp1xlt@XjVkf~x6a5p@-&0pH_N9%D)H|=&6k?@vFbKk)h*-Qb2i_*Kj-yT zwudj=LH_9ZdK?s81#)jVFW!Z;#+Kgb75q?g_KJ2jXg0R5+4lHBySf)Mf6Pq(uxv;4 z`6KmT&UiHc^=bZi99(dk+z_4ztv<3N_c+a%@0ZT@T9OZRn(n;A3I7FG*Un-q->r0p zf5&an#JU5avwD|FCT^IYXfSWW4Tp_0=34NiJ)B!!_u)gP+&`3DHm%KQ;cdFN`qCmbSv!fpr(dkTc7LVcw3kaCa{u36J7>z*k{w^- zyW%P zyyIfO#*OnD66rzIjLFRl7~xVl*J3bXabc@M$o;=W$K*ynG-l$G+m zMmxU$n7;VTiN?QY8b8kc-NyA=;#{LGXm01j2hK!Wu?$&b+qpiUztv8DE_0)p?~Nt< zw}#AG->QY{^Itx9SZvBu@K|f-%4=t`JA@z^@Xal>g7^XwU) z@pm6JGkL&y;q;42rY~ky9u0a6;~=xp=e~o+-@#|ZLgpZ5NAFoWXZ|{s>bmM_IyQ$L z3mzy~{P4GZZ2yHP&t~7}p8w|OdlW3rC`kBoU|w~f63LYSvzgM${*%vI?U7b(QYNEd9fvkB^T1KefDtn-cKddSkm*XD;rWCO8GT0 zs~`NV{$ui!-#XfA^LMF)&nU3zy>sXG9?x3(mBM&F%gi*Y`wNpY>mUU+c9b*!;%H4}LP= zN!jYZ_<7{p)34TVy0w3vqfzbDX^Yd{1Z2{tburXAw|?c>8`KAl>H-r}ru`ou#%`G| z;G}-dcn&lBxkl%IIde|V?=z0*c$7EiKXtmo%H@W0Zu&e31&<-tEki=@AL>c1;m`O54}Q{?B>+p3K*eQ<`Nk>4CxI2MORw_yQq#D>!cM-WCCsyZUkR zEbxPxmweND`RBEy%W;$3I$fy?TYlzB#VkAfV%9{q_L*#tU+is6GQ3nE1#eI0rxps7 zPdag^v~Yz{fsBj=AD;|6`<<<~pZc#dzqISw8PoIri@$rmmfa~c+kf4obIsE)?iO17 z-gEQ(Cs)j`nH21eohG@~`u?Buvs+Hztx8;SFmc(zAJ%srHX87Prg5N+*7d7p=S@~g zQ3f^DrTUtgj~`rEpE2v-!pvXGm%aR-GRxx81B=HAKHJShBrb1&OoT22PlQ(9pQU#0 zcGKxc3xc0mSQN>~Sn~Bb#H&7BVZZ%x##@&f{Vyg}>P|l|PyZ2o?cQU@m(z0tb}dm? zG`artuwGu=LAFO51HP~>GzCpH#Eax#|u^Xw1E+rHE1&iz~W{Z4`Mjms}$GXldLt1hoxeN)DzdL~;}zv^kR z-Ct7PX;ws6UM>1&%f2=#jFE$tJ^yOY?U39zLV_|X5MO0iIoSpgLLuvlqyZzEVJGw80 zZ%%nA)z_?i9F$v*zG2z%t*-3Q+w8y7; zfqD7sxUX}ZkLl{=YwNE(DznIE=Dq8UObe6Uq-4^idgdoNx0doChMgb35_z}e#j~bf z_HT*2hZ75)7*y2NMRIJtvsmZBll7aecJLO3cb$(~U=yy-d_`;aOz9Upt=G<5qrZLf zVfhbcRjS9Up3eBOCd=`U_wgPbi*q^>+gInW*wClA1Kg1Q@nG(J0X|*bI4fVFy^PoP zt>~G<>VB?CIsKsEc2?`3(w28SChXohYJ8orD(r0Zn;Xu1@3Al6o_K7Ls?VEe+81^&Xg?I4;dn{m zj-$>`QWv? za;Zl&bYFP454ST-DOUH^K~I}=69U7H6Gfx!ly-~{^JK|oi{l;V6Ugr%O{UE1V7TTC={Dx!R^-& z*F61<Ze|8|ILPuJhS z=aQ1Ufa_k?w^@e2+MVlkREAJ}frh3g* zNsNrshnLAK?RY>&+*gX&2cHu%tC`yQ#RXHtUC=FMjJ5L@=p!lF=S zj*;=%q!lOSXQ>%qj&NhHGCBLS$hz0Y;;fBC{c=$9`f=}pO9yP)^VyD1=5}*cYPzSi zfoA#(9$8o%47A( z-^12a3m(4>rV{5b)IYxb{OKj|q6yHl1xB80%sr202sp2Ow)ExY7onQGZ;L>PxUC34bI&;Q?Mp0cjSc25$Or=1Ym?<4Iq^ z>jHWFWZ2HjGq}xib-HXXmtiHHAvR^%=Ei560$k)03+5#nyich+9zk_mXD6fyH?PiTG3Cet`Iijj$Qc*Sc4)8DC!aY?7FJ zq4DyAGr_af$9nhe3Jt#IH>p4Tu5YrhvAKuq)WF1qYa-WYv3*=O{m9MmnM_*+X4D3A z{#vkfN7Fr%rRMA6(oHIl9IQNcaL45o(1`8vgEQarK=SMN9XEsx?dR6aeDh=qY`WO^ zz;#Q<$TizHHmXP&r7d}pQhWJq+>hzG43b?>4_;VsbjIR$9G4|GFVDW-V`FjNM&kM! z@O%?Lba9E?oW^f@aW=k_UYvfkYwDTCf@cmE#R_vCFL(C+Q?Q~_p3n5-{kB;X*`Lp3 zSLV4Dkm&0?0X*0A;h?p>qR##4SO1uJ1)1({m%q_%3R?}a_0;!U>-R8KmnCPX2Fmm9 z=Khm zWs=+JUEcD`j#z}LJD%^^V19ms_-o&s1rZf(hvQ&f-ks}0*QO`be^^xI@obBE@vYgG zZ_hrRe%RyZU4x)H%bqFc+a?M=dnWm8(MI!-2=9U!vpM^qCDGQkGKL#t(huBaR^fIp zm^Rz;^x3b|`&R5PW{JC7_O#>IOl7x#+35kZbyu8~xv~k|B8szUYQDAe^PW}btUR60 zbq9T(*?jAaWA3vBW&c?A&xmN)ea}xP;`772q=T~`*I91tnPYZ-j##`+?t%y(ojnWk z)g(ZRV?pz?*TcJK?QC&A$eRWljyeo7!tAl$oqJ#AWiJn(#-d~P!=%b{{+6f^@4ctH zatb#~zt}6csz z&%aR_HPvU1%EjMDvyU7C$!#m}i=NQ^Yucpgg=*!&FaKmdi45Bk_;10{^@zJC4}uBdFO{>PJEH2%d)Wn zt=Txfr8W5$lfYN4!>o5h+q&<@rtVm<`*gwSj)c=a3Ei$6T9qTj{xy9#Bq(!m(+AFn zLE(Kf=B=C6eMwFs(xOTD#v#re#syW=A2j_lJLvj1wu$@KeYG8_EE`hUHXLQTafnd| zG~<{k$(IoMTKG^^*X6tub5$m(J&5?vaPp9`%mFdJ1n#^Idp!#r>t}<_IQp-C_Jh8b zZD(4<&Ku?~*wC#c_V3WYwdocMQy&Ujm!}qLRok-T+#S#=%hSdiK0wyW#EE^GAz!!a{Ll5N77KJ`E{O4E zaObVxdpe(+&)fW`ZWzxWz7t5p(C7@b<8lD%MxD(A7nH@WlGPvx&YD)4k=)()FVVQxpF(~fkT zWIMNR<#FEwTP=~QxJe>)S^M{`dKt3nds>C>9pcPy+`H8=Y~Q5Z9Xg+b`n}xc1~ZYn$FL+s-e3xvAUU?y~kJeOqItdsfPEHP+ifvnYXi?Wj{@LC+#@) zdSm|rZ^bo%KaHyHmww)N@4&Te{fe5GxnGR#nM(dtiU0QKVO?kXs}mKk&s0pT$X&5v z*~6agMaNDb0*~$223i)^S^ccjKPGvuLOXrWRO5R;neQw=uwcJ$qhtMSrsV(oeHveL zG`{9({K$H*jVoJ{uMxb+*hq#c++k0}#;4{UPCOPz?Lo5&%MVNqevqY+JN3Da>;BuN zg$F&4*6u#LHEL_xR+VkM<^T8kFrTc6J-@g5Y}%biJ4{}rUMc={%|YLB#m=~Qhu12z ztutnG)6NIE@OJ@Z%g2u+=QhX7)Xr6L*>~;l6d* z!CjoTV)uhC2j>_*h+Z-MFQeo0nQOMsE&u7?JyEUkWRTxFSM{||wioX#TBXds&Y0b; zXve}sv)bNYNd<-VkpZ8DCPPB2@WWWOsDXuG_X+2t!S)7|{iYg5LW`5BV zTl+`(@$w#~jSsJ8=wEhl>%A9LRJFm8ZMG{{&+kUnK(DBy3s1apx#kNFt7GxM*|@sD zMEv0Xy?x$8i5ac_zdx*&so1wcH}TLnhLeX(WSGPI8nqK{-L7HV{_5T{yFQy$b5Y!v$FbK(4eCwWY%}PoubU1pL6S)RZd>Nwr|lI8J2LqCT;eEqC2wRJN~m; zYblxW>rqw71$D`vyZtq<>YYxvQT=W7YlU_2Ts6nFEmwKBESUas#Z`^Z@tj6)Ov`67 zZ5L$OF3Iv(^B=G1F_Yfr1o&iN!m?}m6Iz7Czdn{`KiJ#+;Fx0p^9QZZle~?tP7#SY zvik8nxAk8+k6J`7la{pKz;NO8i@hpaeR~$R?A!RG?qTEJh|2{6cPu#a7<~_@t6#Y9=f~^#`Ro&xU-$j} zlsWT^IgcF&wZRU17CgS)2wC{Gi)F*SnURGDyq-f^1_h55b|{u#{WT>t%s+O$)<)^0 zj_G`v7c{JYkX}ky; zmQ1u@g$z(%Q*UXWwrN{mV-xR;4>kcwvWGPb9*gXdT(x?)LYGd{A`3QeJ$v8gm?sO1 zwRYXO#(1!b?eza^8hL_?ug=hlTlCGWO7eA6kGI`Puhmbo?Jm1<-AUu>k@hnWiMU+A zb%*2l-OAU^pcK=k+4+-qlFH_TNm-9Xb`)~mv0$BN-x#+nOvOAiv}j7-_YF3^F}ahP zRMZ@&-QhfMvww{p``Vo!i*17qr!U*r8+ZDmxO#I$?<5|+78zaRqz7in2{D~{D>h7f zD6ylE2eN>1+WL1&GiT0QCnDo6uMla`mi*wDVS(}N#_ZFRmR@_4qxxg{MfQ`vU!K`| zhSaXuQTQnJ_xd;}N^?<|7`ne4KB0J8CNNipP z>O9VY>_p16V4Y{Zewo`FbB{%}%)cEvO?i(W=uLjWw!5^nIr#5?-rYvxIzGu83OiMw z1Z>&x`;lDWh23hJYnK@*J`4K%$VKKK!`^h&(+n|5uYcY$R%XjHW;cM1Ye_c`+;8P2W`6>yZ;0i^R3+!^|ANyWwRAgll?wT5|}e>UvvfA z`^L#8ZkHcS+g)67^6%{z#owdW@5sn}X&1MZdEQH9)_2CNdDEE6os#}H%SxQza1CNf zgqTFx=QDpw7AifiYB(}$Suw{QOBT?)gG7qni#T0{mp_sg@>a#y2~|sSbA89&%LJ+O0rkf&JiTmaVfG?HODKll3l|FS&v*5YNj$*DmjjzJ)-Ux}F8k&31_1@(Z$)AjjGh?4A8J|tsE&4+A+>5t9 zemVlauKTxNRX=$$d0o{D?>fut(K|u}9y*_H;nx-Zch*Rm@trZ_v5mFNt$QynDP{tPu|Qlz8jt!< z*_$jClTxBX9x_g9O|@WpC&O5NgIlNG-!nC6g6ib&6}n$8zw+kYwByqLl}lE<*f{;7 zyYH0Qak;vuH(#w)lbu*{S$f)&_9fm1m)#leq%-tf-NB!8kK%<7EaoQJ-ubN#Pd}7`D`@T(fFLX6+PY1@*}JxF#>BXXf0>$f;eX2Z=L`3lNv5St(TrM`W~%SF zlQVL{%ipatV)&l!3J8>EESS$|V0V?R>*$^%s~t-YwU^)f1zH>7UsouWSNChqN0Xc2 zYMJSdCF4B%gYvcumu)Yp`nkI-c;^4iFI6^*C3i*Eo7X7)t-krMv_4KZ^1JVnzUZ@{ z=G=^~=#t|-f3$zUKAGuqpw{icjW7$#6bf=Nw z{xhSB>$hU{m|1?9O+T1>VE>6!w;#9De{^ptU_Poe{o#k{t>yQAf>y4~J7b%EUxD+g z?z!7#eD&7t`{y3M&sSYCd56{C7@N0AaWSUcRd@9S_ryu9{C!+JpU3Bal$DcvPgwU( z=5M)QG@m_+y)Ml4YUAn8nzb$aYuol$dmDu%XUAxYW?k~%8S@b*SV^a{eRuOxP8X-1!XNomUmCBUB4;p z`lg4>rnX5_=j#0ZsTeLDfu)EhDAZ@uG<9^);L4WrU!XYZJJPwG2- z&3MYcfBH2qCB5n&3cvUsE_ob$aw7gAK@~ZK9_S1i+ z=AT-)@ZRYR73KJ;lB-S^{nMK7sn;`)b8|Y+Ki1Z-Ja?IVAiHkV%k~}GzgfkjE$5og z=9Gt$UG>jD95R0Bd_Ljsee3fJ{+%;^c;80Y{rr)e#%=$b4pp^%x^KBhBK-wl0%!q% z=cA+hufM zxt@VR@h9I#m2V4JUO8`7x<#s={-^n`p5EK@WUcOgqBd#W>%bE^w#**kVb`y2)v3So?xWiA=@Z>g zrYxHF^~#!)S2U|{zv~uj%C$P?Ayl$6)y-(hMWfG4(|5d10riAb4-{7zo(f>{Ijr6i zy`4L^V%MX>>8C*Ry8%o#?c#lnya)8AYt)}vmd?&}t)gCPFMn14^2r;I{Y+Z7yk4@F zW1*+t?D|uG+_*oV`Ml&^O5i-F)wa7%f4+Hg>O~`C=TbI?^IXj73z)MdcQMas7cYJ&dx-mZ zz%TB(w|DF8a}>%tvi=CO3M^7KUak7Mho$0MUL4b}YHR&O!w2!_ymPml;R!6{z69#1 zcr`r#kThW-3uwv3^IfM>o@qbaWovBdE!MY?p@L6ehS^noRa}c;)1Tg^*esjgxMh-S z=dN&l63aQGZSR^m!@RzAo$Of-2mY8ue{D&d@n`nvu*OK zZ$?!=A6IXjvF7xour{;bM+5aEC+SQ+ve%bwf7RJfe@@i@tx1;h`zo!~lN#}Z`_MHb z$RNh974p6E=k;|STmJhh^S`RE-u6Mv|KOklm3OU!-z2JCv9_J^VAVbKCHj&d%wA5< z6lls5zP8GG(hVuOe`Zy(A5$JpUhWy2y)eEi?aBVSXZ!DciuacQt@?N^x$F1zvO3Uy z$K#^^=c*{Kzb9F7uHN?f{&}C{`S+Mw$eT{@G^%~D`q}b{r?Z|d_t^X7RMp(QPmSct zx!KpUXctFlt0s8<+kUlr=EtNLTdyi*Z$3TqWdD!r=YNO?uK^|hlJEMw?*-x_+8*EE z`8h_+Th0FQ{VaWxd7vG-e_mVu``Qrw{!{#g`%m{P>_1z-@pt^Q{dG(B*Dc$><2g8C zFW(Q|XC>)Z|NPwQz{wQ&Ybtw^yDL#{>{323{_Ek!yZfuQ9d=}qD)v< zP2}G5n@Y~Cb+dhyzPe4Kw&U#Un>lM+;`G;l^Qt?tzwX%niZ6+v!LGf0ecPZ%1k{w4 zzt!Q~loDCd_BsCi&-Ks$TxZTdYrk7K=o-@{!SEIStNo+Wt)44cHt)0DGOtng*iFm3 zdaqQL2WDlIJ2*5?=sN#3ojId)XKd(7|2mcfa%LB!7~XI`{L9Z@{}D9EpJ~A`&wBmA zchBaiR?Tm*JOf$~^^oO8G1HsI7ioJ79d`QszA2LK+ia?=Vtnzn(N_cebE*2u(>Jcp zxVT5?i_5d7vkUgM-mBN!)*BmE7|zZ+NuG1Vd`^RXlkS7MbDSHN|E|vj&xG!Z*w8m~ zp5MN;+{X(T-dHkxlVLb7|3JL&V3(kI-@&*0%llUTe>Ovq;kP8ip4 zbsDtLz3$+tw!5kshjQj|#=ilLjB$fg1OM+z{dFPkcaKhewQP5{_SL}h;-$N8 zly7ih_>=iE??K7**8K`O>ayU4&IPf1SInEQcinZCki}izIq%r~%A0@ZusHs`%fa;P zwjj%w{gRG{ILZ$5lx?&CZLt>TD+7;y=*he}H~0D$2ff65zoiT3KW0|p-e0gm+TzAs z`-5LOgbJG9Rk0j=x6V!A!reXvUy$s(&wE4eB~#3v}(_uhLQCSohO`gpAmW8?Iz>guoamRGND+FS83 z_lx3Iov2EQ+TRoOg|8b-x@|Byde6Zk=GIz!5sRIvuwirebZwP$ljcwVa?Ne_NhBkcRL zo=@f;P1-vSKLO9N?BbQVdv5*%@y9;D3g&pq_Zh#ue{81U-8RX)kA#Yuk0#A|Xk8xp zdTu+ob`W1${qSX0?3-8)xb0<+rb%=?+ujxa`q7IhhfBA=ls%ju5+RdZ?$H>hUr@ZY zD}C4dXElFrzdE{YlF9X$uR(JkTBt^)v20Id+a95i1ghoOw>Q4Olll;}DCBhb>Adop z^VgNh+>r;(Qx@Mou=DL7#(xj@ zPn+BC=&*Q@`^C@v$E&{ynlJ9kPZv!Jk~o+<hY>V# z1Bt8W{vWzi*iO97HEKR8{ce)v8lFF=Q__}fPh7U$W4Bp=&Ll~{eE3?pP1_<;jD`1} z72JOd+}VGb`{2v8*7-Jn9zFb?D)H}Lq08n%x6L!;b5|JD=YuwO%ngeG=U^_Cv-7Ki zN@N)2|9t%a+q~xM@jjU|$M_HGyn25i=a0adW9JX%$Q;a>b1-L1f?1J)G^aIuBKnY} z;(|YB^8DrPwm+Eveb4`KNmu6dvG}B$Kdg1S@5UzH{2@85S9w~m@wB6-9!P7gQM8x_ z9&>Xp(6MfP{pe8jkB`sZ&1bJa@c$ogyi}9(%^!+WdgYxWuiSqs{_*~T9GQhVa~A5X zV=)VfI9{M3%^3!rZF&7OEu~Z_5a)Sc@KBy{F!j#7(bXw`oCXgQ=!VHLbXlc zgG6`_cj`cQ-w2$`V@!E2pU?H$9_n1fImeIjSLXbgaD36fvW}nTa?~O5%S{>i~QzDPw`ev>8 ze%AG;X~x#JJn=30i?0_mFMQ>>Rer*2eOcp6H!Lnk)TnP-c*v@4+Qp^NoP6l!o(;c_ z$;*c~^HhREJgV*RjShopPgVUFKd(G_`dj_f>3>Rj?(H^v8ajP_%_ENF$2`e}U-yGd zIef#T;1y&xq3_w5Gv*pr?>P@_~hyVIJr-c6h_xC^4KCIGLB)sUd^x=ko*9>m_ zpPT6LKl^Zxh56Y%!uywiEdF74+ojb*;_w8$?3;&;$21-Td&x+K~E509)`1Vj_{-ZV1x7vY@ELy0ecW9RCO0k;1 z9~n*_(wF(J)>r-9zu@m7j*@Wwo(;QKi@Pn@U7a|^ZPx6xS>4tvzQ@k7@TqCeedJ?axXik~>2=Dd z_35YD=V{7UE&DS&-EGP2v?bm4smw>nn+T4cc>Sv*W1d)ySZzZO^9(-%p%v zam82Wm0HWXsMX6~25#31zO0np7{s;fW&9`UkGK3K^>-f?lX|hYdeYO=0?WRO>)vC2 zz`QeP)AiL`mi!OVKmBdV#8=B^zDj!Az$?OixnR}lL(rvY=WDmBWPNtnyu)ARqwcoO z=DSA@z5^WrA;0V;*YekE)6XWK+`c?h;idnSJvP%OIT@|zk9S+2Khw$Y?AQ6T&x@VZ zpAc(1D|~6O?O(%P628Wh?wU-F)j0^>nl}0Fk&}9mjYKos{~uePeeoW@jknmmhdJhj z+h#ZHjZ>Xlugg4@H{;SDqpEo(``7-{%49qJWa8UrGv7X1_mo%km=S32XtpG{sj=bA z$!~8j{wdMbS=H<-ls)sz%e-eL<^LG=OQadSd$U(E&7t1R!inCaAqk0paZ>Bv~-LmFSjXLW{enO}`~UQAHg=~JHQ_&UJ9_}TWW z?9*d-_gdW#-n*~Ou)o3le1o|D&KnMi>!!5vtx5e+ckc|NK4?-m^5aZTC1#tt&vF_Y z=RIsOFFrK8@y4rZ2O_@cX-!wYckH7{m2TtnElhKdi`r@(ADz~+r?PF2#g6T7BfR}iIlR(UVqiaUO?C1905bvMqeD926 z{<8_@%6q2nJn;G>tKoW0#=j<2k&{H^zkXtqv@sIfRU^5Vf0yOzqjJG7>NZ|++pCl$ z`+m<8N9Fe}=X*pf&WlKx?*(ngcvxKppB_q%RoLq(wCVU?BXG56Sny23VmW{N%r7?$ zCfmuTU9#sjR%ShC%z7-SOIkzhB+vaT@T8+(>G(y>b46v~4kP#(!wU|4`p&b|WchZN zkeDkry>ViZ`%Xjzd`;`zw&Gj=-+0w6^}5Wzd-RQqOwM*Re(q^3e7hYqnKa=R;()OX zzNz)iF8rHsg|p90esBitBIadhH*rl9T>NcHwyUsBubs=xIaL!oebzh(D;BimbAwUc^s(;<)~8&nIQ2k7pn@{M`?l8cc>yZWM37^~Au_>5GM|4QSHs_<@

    S;*W%-__QWN2B)1wTzjNGzZ4!Q-p@78uJgrSml!w;zz4@%rtZlvfIO z&iL+6*;TLmIa;H4o}^;IJjH@-0v5#_b2yj7+XdGB%Y2TQdpMo!-gF9l2X(0TNV68rn-4m>&;IB9)Byd{b%j0G>sx2&f6tjVk!iZ*WF?W?pf+B%*#_{6wb#Oj z9EDhazeTL{Es+*%dNR!7eU032R_EHC;83W)yolTO_cqQilZ;)Bw0xg)2bJb~_vwJn z7m@61e16V5PDX8p%BR;cB7V9M#~nYwYG80SbH3a8;#<=%dW*fDtFv*=nr&}p{MvRt z_>1f0ClTvX#P6hX#X!sq1)t#d;p~Cdd^X6cq4Hw=2j+HjYfkFU)ttj54t5UfiglA_ zuDb2J$Xo7phRxc2rwc-2r~F_3ZsYWe3-(=^FEr!R(*V8{S>{hG+;^p_ia#k=PyVnp z*^MhEjjPA*UO*yf9!OE99CB#k^<6jE4DDmJyIad13hXH0h_L_-_MbmjSIepLIC1*Y z39%W?_jU`V?C9{-6)VjDfBMDOJD!18F2$Hyi{0P$drH#lSn(8l?w#JpdpLHS;gEQ* zaMxj@N9qs11n8ojXAkdY9W_yWFmGebTV~MtJm7P88)EXGt2*r3{#i)j+3iZsa;E=9 zaZ-W>GX)LyeFSY$IPCov-1bhlVA9)gw%pXvmm}hmO?MiX`+-*F2Zsa;7?(&dQo6fl zXPVLX*EYR&DeFb;j<5voysh;A=&hZb65iSCZ;39l__(+C-fJ_v=~Ev4xNzzz+g>B3 z2S&z0dv@o7y89rbpeMGxTpju?ruVwOR+V^P12;(GLDTK3V4YL-vFo}5)}(GwX!-Lu zbx7@>^DHoQ@#dx zA($!b`&tgSTN`vh>qO!(d5(Vl*j9n-_&MY-+2kNVMn_$^;Jjx zYoCCL5_u~OrX@bq=eX?%J!R*1((N;UO4gd5PSskzf9mD?r(Wi}&Z#!m4?VKk{Ik%j z_s>)>{4a}JrTlNL@xP;9e$pB_|Du1YfeNOF;J(<6touf1{lm|!z7F2L|7Cm8ujoSI zf=Quk_c{4poO(1c=SsUqcG}hmo^SUKTz6U@zV{SIaP`aDLNn>Fy2od&&T#Hs8Y8!3 zt@7Ws#(&q|i)sToK_51&VH18Q^b@a8q^HiREn$82+Q;`#eSDv*;+p5P2UTkqZo9DS zsnG)ewHErT7d$Asc&hZ8@wT3pJYKF%a+BvLls{h>_veP!H>2QFt90Vkj7yK~FFm&3 z;s^K?&)tZCT)gtxcV3~rGRNfJte5!@u|>4(>$#h4XX_pLZyrm^VwzL!oVMY2{G^#y zm+o6#j*kfhHP{}`Mwp@cck9phDx9VY{MDc=4tA;N$M<&)CfmuRU1~q<^J{xz+LQgI z&-P#abpO=PeASL`-R;oLD1VlTO`9oaH^Vw#?ndWUp6C0ge!kCD6E86z98N>{nFnm#Q0^EP|OIkJjc(3mjWfF#?)AM>C7DF4S&Kj)9_*0k-1jDOyKBt2_+ro-gP z)2CM7Jveoj`25zco##PkM`?dK(^0RTGjZ#W?H~i=ZT2`f->9_V*rm-9-Wjk<{>4BF5WJr^*0kW!hXU(6Zvoe_u zY!ZrpV8hp-&3<4i^8>CUTTd#j*siwH`HRI0`(7K*ApO;|v?3$cEY$rJ|KRker5B!r z#{?fW{&sdr<(w?_8^-m$lHb`NrmsXzfiE(?lowHhyee7X)gp zG~DiK*l6_|wEL;ALHa%eWa9f;{G_jE_AuVKQU%`K=GP#ten7Y8h2)yo1+Qm*SeU-y z+!4?kr3Yrp32V0R1vNz8Gvu*6g7)X0iLq~azI^h-s)v$boxQ>jz9}-Y{q;Te$B6fx zfWfKtMrm8lbbzcbWV-{ZZv{aW;Wf}PrYr#wp4oK*&E8S?BU$;w0{CbQzY|1>$P9|+b&XKzY!FDofr}pz2gS8&JS;ySk zYTWA#tG8}cp6mX-E6vkfpG6+D8o>F%F~tIAkLuY>$)*o(i%6JB-d}d$gTsE`MtAVS zhzl8@Y0KpYz|8?EzsBe1Zog7G=_#~nXB24dbEXAr-W;aw@j=)3FZ1Ack?H$PrpJ-H(RwolU%MA?`+WIn*K`(pha}z0maOmQFrAlwV8_b#H^^&z+QAKvwe*|-Kdb98Cjmrs* zp1SzTzAsBdJf+NWeu=Hz{%&~BeC#(XZ^!3XXQNtFCegFeYfG`H?7(q zuO(Y{>HMv{`7iU=XR}|Yzp(2X2R*P02CXVtu)+JSpTT=^e#p5~pFgA)x>Qd(aiDiw zRRj1aUywJ|e<;s%e!cai)9#Z630!6NzReP;FFsfvpR)LH(L{Y^e$A^>z8v$4%u1j0 z``)%{!~C;GnweK`i|OCb`VNVWr&B?(30j9Edx-md0hdj=-hR#QbT!Ws&i;)ypfcC6 z;JL((^jDI*MJ1%}RI#0Azh9~Le|9?9r+0K&-?be1$8No09%yMAXq+}C{QA2y{_2sN zYHwbFgr#5ObN&zN+GSIgT=b5bEG4(HQflvS%~vb=CQNZFj(#n9;D9}=xT>pWtdycy zy?&j;wJt$l{u1}_SEWKWMGx$X6MU3G3wb^i9e^+J-I#3nIDbM*f}g4l_;|bnbBjR> z?I-SEqHXx&*3)QN@p8H5xPAY9vui?9cQbyM*^~4C({=xhEIhEl;q-+M;w`>qx1 z;T?95p45Nh`!<}BF`L%N|3N);`d|OT=hKSZ#lD$Ti6?thy-&EzWxA~G%4w4euQlsV zIZT;VjU!PYHNIheiKRe*P%F~yB)BkB0&emblKP*kx zU~A()5PWO-L}#yT-p}4EeqT4(-+JlA3>z!8^L>UQ6=5?%g?Z}}|6enl!gTpV=iK%L z%?~=9J0EQN09t*c!3wf|hWEV`-8n%QxRtc!>}sU;PS@1jwa)yp#vH@tdA|P@!)i@e zzL!2bbI$gOr)8d11%A)+oqd|?(j@i%X)`rf8Vg8>Tr(13f==(Vw4GbMa3W|yNHmv? zx7f6WA{Bi4I?UDiPk+bE)~=e{_s(X+G)9lr?i${gqD(h>&3m*qy@9Da^3M6*w^hG) z**bUr5=mXQ=4|`BEbouEOiE48?wK#~?<3O=C7DP!JZ}(w74rFP>lP6tSI0mu(j3 z$F$8C-!=+mOL;Xu|8U4;$M-(o_h9ld*f5v zd&?So1daCWc(+OK`KhJJe>@uh?uite{$Emc7cYH6KHS^4FwJZ0}`7Ag-^JEpLQ>W825g)Y^clN{-V}d!#eRNXciK3w=I8lex=uM6W$81-$uVqPx-b!b3?}m zSHHexl3=Iwy_42jlWD>7O@;}wmFem9-4f}~_8t(O`~f^+TCr+UcKmV^WsYyg9LLNn zKpTc$ls&NABa!Lx8oXRH0+1l`y!W^$gouNHQBNsl-tI9-`{_S?2o*vrcJ`z zFAGn2cHhrmnd_S|*RjQ*rb(s+*S8XT1JD^MPCLF#O<%UWJC!lRM*ZNt$qDB@H?RkI zU%s{c;^!^jQol^!^K^ac29po2QGL@S9XHH(G!WYhZdy8Sc&-3B*&s$d-0a}xs}1Wb zAk%dT=N&h=Z_ws`IAiv-1=qbguNfUEO^x}K#5D7AP0x-?Rgrt&z2U7gcAENXOa!mK)|IGKzPNSMVV)k_c@HWYKzAxMGcP~L zm|@^=Id9p))Ked?n|xrdxb(%0S8uXf$=QzP!#&L#T~33-6TCeg5}ubX|1T`t=DF_k z4$-*4yw3Yi;_pto@=oja>J$IA3v38p-)*s=?~V1$Cv#6SX6|C0{6JY?ONxJgo)kxQ zAL!JNd5;t1?dE14YB%=%QLv2jzuDy;iyPUCUg`3Evr(UMGG4*IrtNWpn!Lhuvy;~@ zFJ8@8zslTT<`16b2j^W*=r`Hn(&_i~q4%6y>u+tcYtGy!#PygJ;aS;=Q(m-NeR*M`%=>K?+vA6uM0L(gWxvo^D&^Nab5HTl z1LxyDrJP>t{(iIW;T67WafdTEJU6+)T=TZTewWauc(LO2yLWH2&wHelr||#BUbX91 zyvt<8rw2`vurA-1UVQT6zA4j+_Uk6S{JlBY=druQ8&jTRzq!M=Y_L0=xZ$}0vb6XaKT23%Xb@Mq zqv>eM=Ocyi8&#*vzD%hMI;yy8^VIGwCy!)XfDVfJ{pq1gv(1mJMF*9RgbVYE&95k4 zBw4xPx{XA3>G}l2$T?tDo3B|<=YL}}VgB2+Uh^YF1A`#etcpHa$xnjX4?-BE^qk!)P!R~ z=7T>5yeXHbh<`j8mr`J8`gi`Zd*79ME;-GKhGOT9#6!375i_pOUs3uhfDZjOB2 zyZzqInuO*pDuw-lEq63h?DR^KLQQ!D_0^1vX=UELE-<6g){x)}>W$@_1fP}s;xQy-ci*vV(Kyh5lw#{rWkD6vHf$mX0SwI!37Hm`!rYX z*QPS;?0w)g%COVtUH4_NI?W$e-`LcImp`a znd*%b=k%A!T|9h4{pRuTnTLN>DZlQkjqPNfWbtylXU5-4cRpKK^w?Nr$jRvN^UYy5 z{>lBM^KyaQnJ3Iog4AZX^{Om z@;A=gR{wJA$$632)ZS-Ve4i=E&feQRaoW0!#M-vU4-OO>OfJ`xSC}5@wo`7d&5F+R z1yV8=ynJ)m*iZ1bUClJQ_=0VNm9LuAf#X%Bn>y!NC`8OXH#hCcLB>@tqvT{P_|ra# zpAcUD&}PO-_7kRwFZblj#P&{h%541n;6P=;0~-ql{#Q#^?5fN^O zpXk52zl&%2K_9yf#rf+l{&SlgqwXHgwESS>tZ=-Uctvl(+KzeIZkTegAWl z!XpO*A1B<2UXzhHr|o3CLiF;)Pv@R8KbfTNS^eXy+VOwN%MVVx{NO}pfy=L3-d#u3 znszwO)A7IYV9KID&rNPL6fanw8L-&rg6fn@_j}quGw&>Xaxn07!k$Nkpd|U_k;N^@ z)p9o~3np8+opO1!&r|dKiN=B_4i-fUGJ-db%@GTqYvJfMc}-FB{HSmH%Y~-}eXMwU z_=dH3(tggxUKyAD)1&7zKDhI?uKS|b^S3e_#|1gu&xRP97r1i2Hny>!aZ-9ZDEWAE zWH?KuUgSBxGg1CpGWc{5_XS(;wJwd{8kAzj@ok;smU1KG)R}2n>iT@%H*D0tZTj^y zCUujioo}3V<6fQX8(a6Bc%IVv?cDWcf^6=*&4!8TtlZKUT=<%2?)iAGTu=VS&Kwc7 z?#YV|UVLZ*O7x&~YRTKj5Uu$>`5N=p~|)P~~^5Sjb@E=^g`% zEQy}0Yr?l|&^sL5JabQ@O`#-TbLsQim)q?Y2Q_zhD(5E{eU#*DR&GDIvBu*3g1=X7 zf?wDe-^>;_J3oirM47u!YWX9n9gA8^rOq`eFWe~&K3n<3zWb)RbJI*->i<@&&IKQ2 zGI4XlU*0F}vMK(%OOo`X^Qv7{Zu4?8nr;{t$O}EZFb|CY~0ng$GDV7C~WI&Cf z+gm$NT2JSn5Ip;gaaGCIq_xkaXZXalB|kV~Sit17db*nQ`G&o5v(#$X-soRflQ};- zJ6OuF;F5$zB+ncRwzN;;)6FNSgYKw%w?}XC-fc!7&)(Tv#yq+6e1X6m3l2Yqtjq69 z{nqY~sglU4WqVtD{(AA>ZL4xtrP%lUy`-;FP^^2F0`0zYuu_0;a4xh>vp|C0?qUT+>2c%5he@b}+$wKy|{*e^2$ zS=4!(KH7Zj61$de!Qp444Q)-$EJ(23wQu4wiwr+;|2<5%^R1HZ$PxL&02UtTa>>C|40!Y(~gAD^lVPBnY3e3>sQHnqGzJ=V?ZMcC*s8FPJfx=`D&}c+RKorkzrZhB<%QV>N4+F zJWC(Udz>dV<^HDmp@-z}$2sKkiCQ$yInQ6g!ZSL`gsk8SVRN2wC{z_g((%!bo4~}>iG_83MR5M|! zgW1KiUvF<*d!2!c?~z`&kL;r?v-CHKZ&KAStk2^5%TvC;=5`hDjqdiZ#(Eo{&zt`F zaA9W3LC?(zXI@2IJY>at5HzfCEE;@oVE5zw2akxiKY0&stANj~nQ%4E&$QRqbn=2_ z8&@7ni+kAcC8Rh?N4H_PM67(|CT+|u_zXsW66Dv z+wQVZ)>Pi|^QDJ4KIOepz2I^80=xdlW%I8rZe)98th+_Ei~WeeN9K9Q>|AEXA30wo zGUrcaz+`ucIi@_vs%64AY{;K$)P4|l-~3HqriVP4ha=YfWK#o`wHCz^a~Su1TV1JA zq$5;*tx0t8yJP#V+e8IrZoF=7^x;S1n{FTP)0dXtsoVNnMP1^!vhdmWj9SxGFXb)o z4wg$SxMm=6SuYG!C?*y>vpnc?Z)Z)zooOdKMQwLkY5UEyuDOcB+4%^XiYIK7o~Q{VmA*=}He7O87T_*_$iS8`<^CP!tSI`X~X zk`*uX)RYbX*gp0Adbd{oaNgBKpK9}G-lreMoYl9~S2aCzrD_J7=db*gM3)BC|T`QNHbj~<*U zEO=&NQ7kiu@%=nk0sZxkGG~+)v~PSac;WJm`ECv`jFoxMNljmr4Q?(n+(r~0^{&aa zX(k_4m3HlEJb5JDg72IRd-{RhdMD>?I}!Z$=^NkB_q#I#vh=?NMdd3MA3u`WU|t=b zs`R?Fru+2d-@b(oSHF5|RbL75-v8+Lm25Y;Ii~!_RO?y0PkuTg46pMm=iJ>l*VO1+ zhihJf(MKup-7h<9EG|#sPoMSap-=F?Tu|@%nu$dCO;H^+yTh6AKG^xhN$Z#Uq`W=0 z+7YBx(y!Tg`9Vpc!qn3$yA|(WmRYs)(YL&}e=mJr7u6?}pQ0oC-{9M$n7y;E2^~?t z{bYgg4E=rb*ZW+PbZ%bIeO~JNiKBUQ+d+%DYZDAVO3ssj)=&n``jcadQXf4wx@}!3 zF~^eUoD5rf!g|MVzM49FGfKGXKD9|pwajz7++FnT?&meXv~QeFxqWxzb^F)bdwut? zC4Tr+-Cs1#KJJX}e7SyYWnR5mY>yLXiR!GmE;3INYR7?dzeArM%bwzSzvb4Cvb#~p@V1rc+nJ?^pHSE=tSukWb;JZmC{xNpnHpng#uwPIfN zLq3q!@|!(6!n>CH)D)g`JJhQD@X*A9haNi|cD)Z(>G>8u(cnhB+o6R2c`7k(N--va z$0X}O4Z}TtE{Zt>jf%jp7fpuRppP3ZWg~j zczTjSXNHBK-W(2bzn0VL2fpRKxnD4=f5PX>CKb0cAs%l|(~j^d^S5!{QJ{1Nd?oAW z0CjW47Z;aXX?h03G=DY!@wnR0W&gdD!mZm*rk=`}zo};JgX~DPQa!n2`{E03E&f|4 zqUhoM+Sp^o+%*A)-wh)6e70F3*;#PWMS_3YdQhiL_@UE`cgLR2Jbjij7#${QJ1rKi?Y)xn1d`&uk zZ}HCq=MEd)w$@a5WBcqhC~SZ&j0e7k;{+J^lxvkv^byL4rr!Hz76o`f9M?#|O6?j)$?@A(Wa zOD{dS=9v1(+sz2l2$G1g|@1^Ad~-rTdz-j~^7hRDNEmWBT=oIB%x~?U@Ih7cAdu&)s+--AyjWl;7>cR#3A8 z9FmZ+m3wpc{A3f3-1G4|sQ+`hKrY6T|JwZry*}{nm9) z?IZW7vhQCKXL8e7Q%nFe7?!L63_ z{Ar)qJ{`%l;Jr5Y_V?@e6E4;Je3Ny0YO z?VFYPYX4aiWr1~49LldE4kkS^v2mVpQu=+(^G}Iv^6KnQr*s}Mk?;oP8xt9haK4tW z<~uk--XHsC6Hsf(TgTA7W&W{$CYRWjXDSQiNpU=G*$EmcbDIG=E$kzBj4!4xWg3U} z^IU2nK>$`t=cLn~_JbnLXh_TVbWit)_xq`cs`4f}Zn%}E>{;6@Uw@SKlV(O*W z*KUe)_BuoE&xojJE|K*9e&FAwRGVVS)88({?LLz!bH`2YjtT##X%_KH)lP2QT~^Y_=8&mKE^J$7WO+|dyN1%}|W-$$Q9?;Ka% zH0O*77w7dBo#$+7!rLMDS=hN8I;)V#>3_uH)I)xbXSluh3LY@t?PsT%PU^vF6T| zwV;k#xImtbBcu=YbiGyN{4c&mnUh}Kv=Gdj!(r~%68-N&`loig$@X7o{>is97J9g> z)8OCD@C`G3Ol<6T6hf+?GY{^n+zg)iqi*8-QYl0l+mYV*{B-6AEz6%lpIn^ZOmFgC zRn=tMJA3}IJKtCDQq4NG_By+@zR@K}Ol2PgMYi*Vx8l>y_1?$WIrNn_HGh3DcYciB z4GX?J8Fur&X6Xyp-*_+oz0Y($*Sv&X(!W)|PVP4{J^G}0?$rZLY)g$7xNb{d=r2Dx z#QzV&%&F7Drajwr`pfPk=hA0Qv@*_pR|05U9;H?bwjtADqfv4ttJ1Q++_XG;~uJ zZc1Ig&~Zho=hBYFUw4c637`IKr10=x{FLhwDm-E@Ohf)L-SjaF0X6tz=J+0Jx_ENl z?LF0()Q)BTo9sWw?ewwC2i!4w{>T0$RXY9de#&|Fe$2d-KzUoYi#K|1Uli3{b38y| z&C|}~7eo@Zt9cN zS}wEa%}(ie=jE3*uHPH5eEQcl@z;~yUo>F;wCQ%AQFrJ1(D~=L-4@#3Z})iXc?qdC zx@WjqUL5$vb5;O+Rr!I1C-X0^@x7(8OibO+IrBsPrMQQBj%uUedQDaq176E?QJ$WiI}w(rE^HJjYa9sf_|bqEcH=9!b~Wz4qxy`iEcJR?k$cv$%ZZeEO^(`NqCdd(|@68`?xf z`|NRJ41aBE;yMGQS!Pf4o89UX_l$PF@SN>)r|naMuKyjjA9?+C(fhw_`%>;Tc_mvx zu7GlQ(_}TvThdQ`{(m)JRH*w;?T;^0;tTty*FJw-Y~s1ReEk#Ee!a_g-%Xnl&3++2!FI9bCv(=^QQ#H4y?(@b1$+^oimK$0`MEg9G zoTcCcD|r^*OsH$_^q>6e+pUyGCSXfUX6>KnCZNBZQO3s^)aOzJ^|{&|UYL}YNX52@ zpWeS7R1m0fWLIvo2vqQS%KRj$;GlV*o>}$pF0+|Gcvufb&HLe#D%|_9Dx+Vx*YbD1 z-Gib^T={q|sK5U?L#v~vxpVsdzRJjzzG{BX znH#35`!T=Vy{`0#KA-UP3lsL<@2&kX_manCt&5&~SAX$*xv#=^PWPwU=ez^e_vUT; z|0cD`^ONM(llkvT3X7Dv%XYEo=edV(F|a%QM1R6to5N2)4b#%1?_524QrAkEg zZB95IxuMx7=4b5kxVF=$tCIC}cS`@hzjlI;?^cnU*`2FrhDhaHEZ@KGeCopeD>rq{ zJ9f`=$DQ}D&u+Z0RwBi=TaexQthZri0xP%mMGHh7zBAu!vfJ!0#tv#1gJ=8fY5SaT zymCWx${lSF=5Ny{u)SHY$ZJv|erd-e-ms&Nu}b z@^1HZ+PQ7R@iTch+P_MiYm!Yr$af>J<8RTOsNbpix!WulZ}ZwtJDd1&=0efc<+eSw zXS$~gM9eYr{2!t7GV}Q4;?;j6md2;}97%Q)d1Jy=CdO)gs0uXC^`!H7fykLB%qcTJ z<#McXzrJWMpW|$wn6||U#{)MozgxAK{k5S(Q|S+5&NMZZ87=ny)(bX&UN+Q0EH-Kr=;2Tx;qdzc`ZmrrYbd<%Y*HHwyXQG+bU5Q!}x^`B{HXT-g1! zdtD4R*-rONUa5L>@s5o9{rTU6^SaO1MShs~Yx&0aI~V`8Gkt%1Qj*R5G&g}aCf-M< zd==GEJIJ$E#PKPw{k>g0><9TY-m54(&Gg`C{CI%Zcg^_%fj1T$WfPuPOP*o4zLzI$ z!T-|gFd;PM*3mMLdQ@?pWPR*0kwT;)P8)`3kjuQZFiA)~vT}N?7i=VY9-GLV+_+ z^e3nr^RgfGv2)OSX7a_nZ(UlAeg$|62I45mH{Me!)V6D!H+j5s)9#J$+vj+B?k)1t z56FwRXsrEErv+>@z#XbJG1(%}wb>+i%_N-K%39xr}F~d}{UM z$1Ud^{0jJ+oZn5adH%0z_YLi-ZznjN|8RO!hS!|ZD7LUiiw|b+Q9Bs%BaM}t`>TyQ zd1}hrs*;5_58u9Zq^kG1%8g>7HxqZqxtJu>OI}R)A1=uI?SGofV|TtcrtHT~ zr-G{O!6*`ZBy_G@!bZ{IH1Yc$cG|KHvGjHJ13V7uJ?Zfnmx`TvCdqT?!0cW>11el!2~ zuZ!`DH@G%r>|3(b-g)NCuJfmt#LUW7co?MLaIYxi$%5c-${gRMSRPle71dGe7Cz6F z_UV{4cqZp)$nHOE!uk3C_coq90$NBT!}>bEKydM$-oL3mpA3BclBZ0+zu>RujMhBk zO9|^U4JNGzw=bmLSn{TQ0!^^JeCFA&=Mp0X8XJ=GYqni}@E7-Ik#QcY#TV2-dKPZ3mTF32g2ad5`|Dz)0CU-}Fht9w6wpW)Z@ZQq@ z`|jkFBZreZroFbwZN4uqWx2DC*<0rP`^DFLTyA75_1sSe&HvdL-wpE;};s-JNoaFRKp2f@te8cEqguoT=mml_S8V> z;ev?#i_68C_oS=U3RS%cJDmA<_2n&D&GsQmE2#DWJN77CkkOIQBg8}K^yTaH4` zo5?w?Rk^(YHrD@Kd~({Qr?t?OGB5ngTJ}-?oXNlYX|n`5*?U_G>*5a{YBTWxovnKw zG_J*LT`m_tw{~%-jmGS4;ub=DGMwyvEzD_;ckOy|<3694LeA!I2Wm9`PHk|J`s7gU zc>H7t^UZ^KD;J7y|Ni&grIXy=GXAfYW~(GjvWTAc?sH|@lY@?*6Li$Kf$E)e&CH;L zy|bnvCT;oLFE3JNCw#vRTM7_S-)O&ezl4s^2K|NWIn8+Zrm=rdnzyO_(^3|B!48`o z;hVGDmrlPPmGWuB)n&c4_H8%wStfm)z|B!CQCV=o#v%f~++aOqxj|`AihuNvdB0Qk zwn0}LMAS1%Iq#8S*Q;Kfc;WDk_#&wd_0uo6fJ4HtBI;n$CcBSOpe`qP^z8B?ld2LS zS)XT8el5)EhZ=<+Hc0LXSLD4F-)a&t^M}!rgQt$@ipRhs9+KEGV}AF^0wUVp^JL%(>AA8dS_pa$w{ zP1}D(g)3}vHY4*>@Z=Y0y+#4UuPV_+cXB7It!}HBb%t4J%@j{Z{~Uqnj=d{fviGxp zQae34uRtn&;r$*Liwvb6<7ZuB*YYg{`Q~sKgV)c@Y?6xgJM?fpXvSy%Ll=tzB^ie6 zr~Yj@73{U|{+Yh*9Cv#6?ueYAarE@Nw9M|x(60u(RjcABb*z+knb2`#*}KNQ<$o`I zo8csSUFZ4Fd5{$cI$t&~YW*mwR^OOY+XkKlz53Cd zgQ{Al-><)NO2w@67i9cY{W@5tvEYh>gz;wZGOXejW%fhh$(WcwD$5$zKmT~(BY2e$ zc+CQnK-u5F=Y*i{ zBM+;vd-tDneO6hLHcr~K zCiQPx%jIx?$T}6DU2z8wJ$i7W&>(wnAt)(r`f)hr{gT2DYZjzGf!%F0p9JOVXz^Uhx=h88U%iXV4dHJDV(t947PyN}e%P62*y6?+u zufNY~*iD@tu2^WWPbcnR(j#-Y{xc8MzYAmu-|t@&wf|v=MUj?_rD&f+>-4(ZV84Cw zr4Q7@n;ZWIr828pFaI>VPfjhAVS!`O+UcLTZ(fxvj$VH7-_icP(;GB?OI@neU1JjT zaLGyorzN7gJ(mrBcAu6$aV>L3&5VQXCsP*tq->gbM}4}5n4b){dS9z>!b6442b2ok zU(eK;eEXnK(7juA>p8wGRS&sQV4>*t&OGMZl36$Uza{_qvqe6j+xup#R<&v6ujQ$| zmpWR7L*h3?SO}W@7PsEuci7u~19+uP<^RV~%L7$goDa@@&FiD)cX(&PqZkWC@wAJt z?%tU1wpxGr!6Wf<`S!lt9ox?@pEZ$3-M8)HPjEZwWWl2pNMm66RH?5oRvqq6&QCBZ zl=5p6RzLiUJ4W9>p?i$P;rfHEJ zy6YO*_I;DoIU1AtwC}m}3XmNeHT^(qb(TL2u_)9!1MZ>zJ(cv@IIHAnV(39|(Hi{l z$jX9Eo%1t^OnYrShfCeBRe1TKU)*z! z^Xs=a$|PRbzw+|Bm2}#AHLeiUET?vxdpjb-Q)3Io@T+Dacu_!*dA%| z9Q${lx7l4~j)~B*(;}df*?GlV*!UmcGNXs)eD`JxGnl_Q@{33PP^a+25c@glui8KJ zJmZKzXZ-d4vzdbI>b@Z#bANG(Z3{_$WMT1922zZ@+v$5P{mXUZ=)>Sp2i=iUaA?kb z^F;|7U#dk}lf^!{itv2-aaO~k-^3z&L05Cs#X~=MChvFHW(OHrF!kd*eenA1pFYnF zKx+Ujd9KAju;OC-y;{RUnR{PH)5U*(A$p~H^7FzrY%sAXmV!^EzJ6oHo2pd**Yo7w zGnoa?Kyq^?UW+?#a^XqVGRDuVXR@8SKQ9wJH-AoyEuF8~_#tAc#OFt9E1#ZnscYE0 zvJHHn$ukoR;|OcZ#F>_Bw@RAMe3bV4-pQJVzRmv0vuqwcSOZ>sdhpOOlbHgy_21mD z;yn&pzWCW|%j}69>Ao!=C!G=1U2|U` zPb_%mVZq#ZcIVgCMPB;fU#XiHHSazB z*Gu%K!_-Uc`S**O|GroA2;09;U5jd7Ru~Dbl|GMf*noyw11ZwY(y;gyPo!Gx_G7q54gQH~#mO;=0Gda*YMoj))ZB z043SQLWOJ3f3SIYrqN(B|C^XYEuEJ&?ns|K8fk8_(eH3)!7~>N=XnKh!+HMRTRm~l z%`|JB*XLgkD{epU*U(+A#G>M$^NNMexgUfS1bv5VjZ?{{#g=fh<54o8I z*L)^GH##Sxnyyp(v z0)yU0xnuK=gO{f=FFfDlW5H~))yG2k#c%N^CqoX;1h2)lF!{;oAJ8imxBve6Up(!H zW`fPgllL=ydw3<=@BOo~c$Uvg+E2byIE$)=JzXG-d+k3WvUFxIS(z4sJ z7UFtyxW&)4el>qk`1bCM%R9a$p7DQt>;If(5;`?fGZtU&iP({$6Qd)h$MWVMYvm)8 zJ!LH5)xhm0E4fy)zn5`44bI}r548qAWI7X;)^Kh0S(WKdj&bGY--Nh+E1cgPKPT3Q z@5|vE%a?w8WbPeNHR;2WFy$MkKW!0_3@O@p%p{Jl#m+eB;i8oV8$))0igoK$D z)H3~^GF!)2b=s{><~QDEzPY<;$))^h(`TL+t&b{P(i5;FL!+nuo2ZV?3QZe#*u<;l z?~`wfs!CQSMihV-(y7H*2H?4Tt54AEsJk(g=$Z$KqZ_3qWU(6FLj2`8^nLFJ*Xp&9%PyUUO zTiCz-y%hb?=zep~{erD^QomjQWo*@P6x$c)@#T-)X(OSBi#iRieTxP)>p+Vu9On6$ z%;9)_?rCB~z+#`8e*QI=3zTBO3k9a1?=1M)!!iAQN5M~XCFsfu-&9Dn_w!%gx^(*b?fDB9 zG`DKG_Z-Q{h;gtmsLFp_;!PtE3eXc6Y?4`M2kZ$4}>P$TQ@fGjG|!%m*!T#*-edI%$x$V=ZVHVRE8czJmXr zw#kWiE7vc|+UvHI`?OMOu!@%Z;i-!sp1N4TTJ+jVqHmMe-+$`TJmHh$-UMszvp)2x z+IjQYKS$Iy-8nMvqe5Z~_p*CmFPn5kzNylEb#1cBtIVC}tu8%W_0pi~IjFx`!N>`+ z=1<$@#JiQ9n_ayapU9|f7Y_4l*Is^j>gB}0y#G!x=Wdem*zs%jIdjgu34Firb9dYd zQYqRRS(EVY_uG?yn|L`FY+AYD)0Vr-F9f}6mz;Ct=({Pr*C+CZpKbeSdk#F(vJXDe zqUa-ZW~yua^RD+!$`lVaDWi4Z*bE-fOco6m^B> zbSQt}j#+a(A+0cP|Mir%D66WCan0p7mOiMS>OH-Bqg}b&nI4ZFSt>miparjHGMwQ| zrI6{_b)`Y81N-&Pt>O&#gIW`HF}K2}db@9h&u;@>zvNrf?>lIHij3*YGd6n2#agKg zO3>iVCASOIKvM=ryY+nf^~8FtKy7#Fb1mBGhpwhPi`(t{`%3Pu_Ppk=?e~jknQkooevo^4?(SnFW`9 zB=nWzK*J*X3KuJufon*G>#3hsMfb0pv04PQoJO**McVz)FYZ4Rclte=Qn$D7wD-}= zY30fH_3N^P7VD*c)NAiN&2YbW;gd(TCxkebo_rYd#$M0+o9dQZ`O~HNjxIjkW3wYu zu4nUiP@1Y(RG{nvS-Y0<^X9F$+vH-6BBz1J2aX@?ef*%U;=9g=nx8#8P5sIoH{Smp z`b1su(vzjCCJzsOzI@~PyJ?rI&w1;Y)K&dk+3T<)Q=#Wc0;o{jQ^x}CHP4k-Xg_-A z*iT+Hql=G2H<`aV`iqzSP%raCwk_YPN-y#1g{w21o4#6j2^XjVZ?Gd%qG$f5rlTs0 z!21l|gBPI0tGRBR()lM#{rV3RzGmt6gT03zh`qg{_;9_Ch3?jC1^cVE>!viF*?S}O zWoru0`??uyM*3T0K3#gbPAA9gz3`jrB9|}we+vFR_4IOXxpZT}Wd{l2sbL#t?BMkm zgAcN=^y^dA5YGP`0SaPia1is(Slef%rY&M{d-ICNPmLSqJY}w$+F18=UBz3!_)tp~nOqw5KeBA;hYR=ax?eMVf zX2!&H<-7+%anAMT-@NxGH0FGbmf;f zSLDv*&ck<4zA#l5&zr^l_*)Wd_er0_JK>3tfAgY6XqzCvDcsozooq51{O8Z88-oQA&WW%qXQ(E(kogOY*Sg<)@hoAwdBb|46 zAtaSPPkm;ZRZ@F7dv6ud`#02=NZtakyxE<# z{m!i;`d8Qa-8%B)O#P?M^BFgP@YFQhZ~F87@i*V5DFKsIO*8cS@44Q*vMcUk-oc!! z?OUfm-}i;N!27F_yK1rUwaX?GE%H|iP3!iaW;2b)d3)jF+Zh?VB-GaE`YiQ-abOp3 z>Y**5^Q$dPB4_bFysQ@ZPe;ws2{ae)ln9!O|5UMFOe3dYtHZ*-SD8}TzPw`!6|>*f zyY5W4=Wp$(i0unwB2Ei$Ul=pv6#I#*kNciT>!hf6v3G#yUQV@cwfQL3Tv?swo3ZiB z?z^vdBv=0AO}M93J^N_8-8Yf9`)=2?Nlm3?-%!(dOGx|I=uD#6C zd#$Fo#9g(F?S?TDI%{rUZ~-}}ttj!Y<6HG4UA5zphxYQp=$uGrr=Nx&pv zr~jMC1)ny2OK&`NI-S9KK5NtqeLyWrRp&wsu?gbSw zPwqS&ptI&_=V^(w+l@DrvOA6>s)@LLR{eT-p|_ZR!J|a6YYENwk8t0&+P>=S%{l&C zraxQ~l4`j6Z``$-V=bpAxlO-lDq+Bx2io6Y;yGg*Y{|G9tI8Hn_GN9H*^@iZ2dJ%i z+IilAvGer;wS|*oSxf^29vQ7L6xF@QoAv31S>*2CgNJS<32|Q*61uRzRJyBmWlh5K zi??&ld-hrGaR&|QLWBF@lRI)HQzU-x_2cGymiMMPXF-v@{miV6Wy_u&zVUs9rdZ^> ztg^pv|2KUVnZK;_&6!_Y?$>5hxP!r+nYm~* zU$v`tg2jzF=Z~@pahx`A>PgJhdr~}q<>K=pZ;jiyn_It1fi-HZS#z+>)@~^Mcs5WSR6sea4CDGv2y-^=1}M4Ql3H z7nF73-`Od%9=WN#F%d4C#%VoEea+L(%NK45Zh>^X&&6e~^nH?f^YNWqDUZzNa9W>h zkyYbjul%!ezto4NmEGTD)c$paPS~*RTYv=rLEAO8np^)|6DrNqj9B<7^G)^IPOXLh zFGBm0drxPs_2-=Gw!QK8Egj*qIh@Aep+Mp74}ETAK6?GZ^@RDX6Thry=30o9$#7Zo zwSv~3@oOA?HeJf={)QV45^p!VZ1&w3DPMKq%-Z&i@l}?WXI06*l32ZS-uFzYBXf$l zAEkf&{%-o`ooOnE{Dc#0n!!s(LEZaCn?fnSmeS{$+n$$A@ad`i1?e+yc`{TBLW^<2$jijLPo!4PubIc@nn4QCc8qFH(+t= z$(k{>z57o6pIUm{wR+uclgx8V|FKzryA^s>OzarjP0!<-!n|`XSFK38%a-N4MWg%X zrKXn1SHGM~W(#s#_qJ|qxdduPXRO*VO+D}MM$qKD_r|Tt2_+X}y2_X*cit}0dSfA4 zCUWc6bpLl;x1#iVd@FwZG2vCHvFp!v(|Kbe=JsUEqSjLBS-PNv(s{c;XN~oG?nArt z4LG}xFU~SI*;sdY*W>B2YMh7u|q{hJ~|)|2vuLru4={uxuKK^(;*u*@)>2XCB%DsfG^gthhMy z5G((^`=GT+b2zO1T4Wh+Y~JztsZl_{47PLp+5XJWmv6M^pK~$OP34VA=uwj+qPlA? z3uGZig5HNOh+cm2`3Tfn?c*M9QvyBmk5PRLrZ@!RfQ z%G2gm-teEG5zTbDPTG@!HujTi4XG{@=Hg{UJB9wchB6ew)Kp?bnLf z`|az|YxJ@1pwe!0gN=EQEycgh;jV7kcGF$`zuwY#$uvHPg?qF2@0R{3Ia5$=<)H+< zcUxO7#jG#B`v3Zlp7~3}zH`MI#s8T%)4G2819zP_3->i0Jv1*l5x$zA`|yL$Dxo)C z=RCT(?RK%w8%wcoGTg883uLb>_!}C~{4LzE*WKrDSioaEH#9zb=Z1!@h|?;3WK_T#Gg;L4Q12Zv zeeK&vQWaKOsL!0~#DDLIV1f2elW(=&_w~JUHhKlz(ATn=pXsLY##H23Kp|^)=j{uh z1VIHdU+c`8gy)59Kfb(popin=8i+O*;4Ld_tV(OD^2d9um#nY6}{;76-7a_8?u*14xx%N0Z{uy$dK@e=6yE3x@X2sMO80BYGinl^ zpG*m=Z}xPrHk-#O!@&+dN`bLq!})bj=cL%H{6F^Nb>5rUuN$w5>|x;*dJr|;@LOW% z(k)8!l`c+FJ(QrI*zf;WC*S_xluMZw!frA$CV{+SpyLUc&kMl^Al%Il9&}9S)Sq#- z7CbU0BV)mL?fwJ*7dQ9memi_^p({_|`(yv6f0{1kWk2)E=LK)yN-gs|pHQ;ytG98o z$?na|Gba?i%3ociU-Bl}Vt%%pnv99?F{k6&5fMAYIkx>h^l$BbaA(r`d#Y3BmlxTG zlfQ$e9(mIbH5xx`$lMcNz%M0obKZBYBac}1SYpo0ePjML@l4&NOYViIx3JXo|2FZx zx3oI3<&dLu;vXgLsEGX!1K_(1-l;9UvZd4Kc*VQlY-+;$9|l+yXvioShOZC&ronw9 zetlp@{Z=$^E!_Ie86M*ZCjJ?~$-K5y5}&n~{QYnN~3-?{V3 z_p|4oZuAq}b@oI{bK0RD2SE#ac+(HTSF~Gb#;^0O$&&aB8tFHa;bP}&Wp;>=E5GC0 ze0j&?rzQ@qnQy*qVOH8G{OhboYxA*X2ZJ6SSXrR(;9K`;&{l)B{1a*or+k(6aau2! z^0zJd;em|>451cJkhVX)=tz?=Lpm zG<|Y~{;5sZVl2=8=24d5lj2F1ItHrZD|Q(`TVs4_SN|V7sLyLGl7FM~s}x@wGy7r2 z&8^j8>yBvbJ@n@i_cb3i>6DY2|LR+$qrZLQ(@3rtySq<@eN*dsrjie{EDk+f@z7wO zSM3zbe>!LXo5Au&%IkaClSP=$-86r5bcgSg0*fLG8OCF$gx_vokoG*g zv%=$}-Nx^mYIe*@;eOh~Z_`uzg8faGkKbPwm!oG|mv4N({)p;{va4UeoPXnYKI+&+ zK6l^tLg7t|T1%z;+TnF#EqB6Pw~L8Cuilzl{-ngB$V$di_S*diyvrSbYcDU9x9a`v zzFhKR!IcaNVbD1=eupo&DmU(iEHJ&E@ZRa@`s*KdoCB|bI9c!{WyZ;JJ^LMhY^HuJ z>~}HGTGajdU6UnX9eX7zH!zw^t|%AMt`n_<{yS{acYz2U3wmE!yEVbMA723 zoiqOIYHF>`7vWs<_t7V|Pe-CHPKR!?Y3bblVtspf-JKr{^>Lq8ZZDW5-FRl&m*@!x zt2m#0`S;FI?KFGI^XNRreDi84>zh2gueDuCDCwAZ$;~%&qV1Xl!%pu?OLpisuM?Ju zosaVW{Ak%aBfqA>UjOG6MT^C~4KdcUeSPOFx+e88zt;Sl-qU?6--@ztdefY16l-$A zv~6j;!j=5u*Gs>sons2Wc=B5KG8y^R+@^EGh5MBk^-5iQbn<|xj+)$%svmwVIPwX)k=!_F?<$e%4g z{okxDZBJ@5ITp`97H6Z{xt2$*-C&-oTf5}PoGTS#_bt{Y7#2!|Y9F-X(SLdXbjCzO z%%r_>Li_KjOz-3U@LY9%70>d`f-lzmS(5sALegpP`u9eKk~==;JTV)pM{bSTy6MpK2PfkZG?3{k=0DrcB@`L3Y?Ry(9M!RW9n@%~p zeX@2`ME=8oY0!PjCo;?SxBmMvK~0!P@&PC`#LlIB{qbL=(!pCl@m|Wuf(o{`d2ht8 zD^IN3{zj?)O3b0J8+cXvJRkL~oPVc$ozJJzg|2TNzbx;V9=GPp7q;7z+|*{9Og@@) zSUciIsAi$s=_la*HVl@(J>RUhw|k`j^%(n)&y&v2Q7crM-LS#SXVT&|44+QN*<1r{ zVx95n61UxtEAi!zls+4L+kbt+sj85wyW;ICA2Z)J^SIR*RjE6Ee(AeJwb#KcQ(?Bw z1YemGMnAbzc54`dSE0;LJ+Il_b@GI{-Jki>YhD@5Ii|K?{`5p1lO0^i8~&d*P)l6& zt~$|2Dl_NO4xw(}^%;q_ZI^Ex$<%?&bwygnr(P`BUHSO%|H_lg_{I$2m`b*Te=l_fz-C0to=hmkk;d4!;uNa=pJYD{< zbx(Th?PLaajQ*TwuO9x_Gz#6KlpSdQdfvyFFL!Tvcf_ck%lPYcAZg?A!)6iF-c+Cc zFz5Hq?2ji;Zfa?X{C3TI+RA0i&n~^}GtDIE?vjn_a#FDu4_Wb^zmN)9SICze_SG-) z$g?$<3syj`8F}^aKj*&tRq~r%X0A=G=`1(@_LryDUgB+a-TuS(KOg?~zgltKj_%KY zJN~DHHr%!+J!xM#Oc?-BFNN8Rjt;afKF9iChSE&LjE ze!upVnEX}7q_f8IldsHAwZ59*e-{!zrSna;FOg6=m2Y*%qh_+(q7!RD8l4xs5zmLz z&J!lj-!tu+{CmLwXbE$;;L+(P*3;!<>gJvLvBf=Nw#k~K=AqhAHDL4j(^;hZTezXuzX?a1{#qM)$yw%HlM(ZL$|W}KaN4;>#OC zXU^fY151v!zewf2U3_9Z!X!p(BUU>b%?khDDCH=Prul)LZoquea%Erja5jBn*z>5K^XIH+{1xMlOxRXt$ zsTVgSo$KWX1!ENt`$o(97luEb`%liV^7&`pF9{C*?LyiSK2DNx(v4doeWshoJtGgT zxm>KyEv&wA=Hwe^JlDwmla>p%`!eIx%Hvb&KhF?+o_5yyV{q7p85KOocfyXe_#0>R z+K{1U?eT(Hvn|h_o%77-=eeis)8{WYvU@Y}SekG0NAYbyuf*YTx!`JhLz>mVsxC4?9kui0V#T8{wDe%Kdo<_rZnndmwu&9sJUsfA5vg zf5)>29Dtjb$6Dm*GWf4I;J6i^D6nDw5ru^Rd~BM^sk*Z^iFrqIFJIFd90snRx7%$f zT`!Pw*Y)Xf`-&k<8zw>t`SMH+Q<}g(r8Xo2D*V z>3TV&=IB0fBPtkl7D}O%U+~m9>86vv9DjcDr@h$$P&s5Gvs~=J%ITe-FFepHl>5Ek zXHGlYd$n`Z1(%EU26rD_dFs$I4Y9sp?&B-LD@kQ8EvZ@|ceg2YRbCCWzVz2U5FD(r z?~D2s?S+Xa&+gtB-(=%8ldY!zVAc^S9sbJ>F-z}rD<^uz%sL$THIx0y`sA~ADbH6G z8J5hPxJ=A9xO?f!*2^KFR9-0Q7Ys_}cT~#bB29F5RlsVI#4N@eJD*%pj+*}a>h_z- zsja&+A5Q954cmW2r%=qOwf%3)tRN2|>+e0kr8a7PzHFkgQh&Pl`d@0-{?(*P6=q$u z5LMp{&Ixm(Ec{Zzn-(6ZuW*huu~`MJsq79HW-;EW+-s1S^!n%_mcQ}(J_Uzw?&iMS z5!`)jGq8UN(|ZGP?$=BX;Bp0ZZzR8na#XsqnRl`zm;^_({6NL6urPJ=JU z!)tu&9)orJ9bTC8SK!n&{)IVzWlmkIZ{AeevMJO#@{SDnIHmin#~>#~$VAO};;h|m zvGY$u?QT#aHJ)=aEMZyUOV&4=^XodF?fH85R`tykolWOGc1|-}y@{1~)sFDD;SQ~n zYL6V5ynJK%I`Pz3*77%5&FXjcuT-AAcGgLy&yk=QTyK0JDj&S0>&X@$gMI&ge02LX z{d9p^wB_Wrb54exDSR8Mob}D`QRte|YV&7*%kOWW=3TV&`q@o<%`I2GmqazaNh|)O z7t!wcWcHC}>lfVzzve6r?w6dHbJasEc`0Z=>j&=x5s=kG4Rg|Fy8L>~ypGk}4xH5t z=bU`?asNhx+K9MqN}p?!6Mt?0w5c>@Q>gLHteH7aeWroV02Na^mjcNHM?)h`d}iN97I1--7p4%#2T{Tf_-pj~~hwSp}D#a(8-}`wkT3+G%?^9}% zk7QiB-+If%EY+y;p3JH+zR;O9&p$PvJ|8SO|2s$M>b6xDYu9BY&NtWpa0(Jt6I82a z+2om4?3Ub}sQ#_6cukaL*jo9d&@KB9t@`S`Cd&T!s@x;1e3L_M9_(1uS||=$)PA=W zyr})~n^Q@)R>h2ud;39EM5XuRh^g={S!Vy4EtzSzbc}Q7%rraa15J$y&o@2Zyt&!v zqoMCRn;^BavWz*i%=~rpCKBqs`vDd!s9TBX)0Uw(`lGg1{-NGkYhW zIp(Pb3)tU6>Y}Hocy`E1p5pag<6SWArp4(i_aDqMYWS;~%J92f!`XSyFS*nV<#Rbw z>5pQzg2vSQjNv|3^w)b5qGreTCl)gDkzvMX^3{BYo;Az2>8b4({;hf=aASXT*@|A1 z&6%@q>YUAK(fD_iZ_W7+msUb%U+10O%XL5DQSq_q=Rt!;JnXZ2na_SxypSW$boQI& zg`EFvCbv0EX0y$TNG|{lzJ4$X23J?7*~{MDX35YJ-Z;;PpIWiEd1u%KcOIfj14<^hyY#lCt%x=o9es7ogv1@qOFRhWPzW?~y(ejWh`rLMwS7mqcr_{U^({zu*!{ZBpe%MNDF z`*=F}0kfa*(u?VCt8STux*m@?nDoea&MLD*Ddv##64*Z%{gn3EvwrfSd%ek5k8R9) z9I;jLn@Bt7r!Sjxmf7xGyi2x zPWluS-Ix4s<+qu;crv#B7k_HZwl<6Vv2m1Hxuw(p7sgvY&pq8PyJv5Oz(>6r=(8^ zZ(q1VoL&BnYVEBf*SF0OufLV@$ZX2jtjb4bF8hjq9(?+IWzTu*p7Yi(p65pBM%;Mr zJ2@y5S^(MXJ|S#px8vk3r_DkCC;QJgQ{5T@)8lX5=WqRLd9J~lZ3gXs7Bc_dqS>|- zTr)=H8VdfYs{FP?v-PjPUG1GIhl1d3sdpxJd9nN=%MXj{sP)f&6s(mG-m@{M`>cH1 zdi839&8}C~CLi~GxpJC%|L@J!%X|JFt+w8>zbe1|TmGKytG(s!s%DoPJ`vGbv-^Vg z@(idu=QOSD|J0gWsWrD;?Q@xJ4j!`0<+541r_rYJ zmPm!ubIbE$%&x|No2FLhXC%!xXPp-{&nAD?K~HG2@4c1X`&IL|Kb)G7IN$u~)Tntn zY*WI6elk>+8L!(mqwVXK6EEsNy*#{Zi%{GDV?iHoP7Tbc-z!p6lNu6x>xGW5bvNVG zgv7b6^Hweg4c0_zthiE?w>fr!UQpKiYOqekcYdl&B{Nlo95ci038u*$uj%na$PAklY2it)W?0AX>ZY|aQD;AH;v!I zH?!Y}KPQ*)|J<90Zr@&*R3F*SpdA&FzVPS5Es#>(VVZvKbg91|FYc3E46*vq$;Hf* zZg|;0i~6vwNF-?SudcInD}EiI1!4&NyM5K$BJYnAromrad_FZZ38e&d(w zebde-=hbHj+E|@^H;1*qui4%G#shdqF?eQ!#@~;E#o5q?Wx7RK$v@}$ALW1X$gSM} zP4a)fo$(>>0?y;;PK|OnoGd0vpf87soZ~QJ7K#o zGe2xR-%|g1reLGhS&oki-?+rS?Va(MV+!Q>m&UoLrSde}jXrLD^sAIvc=y}VIgM85 z9FWTM6Ap9J7D%M72UR-h3*eQUh2_a*zBT7&$docqKKc2Xz?DLdQ}9mh9`}xyCPzxd zlB{O^0Z7`lY#JHka=G?0)PLcbQ_d9R- z+I{h!x6XwcugHH-jqmwpMXbr{AJsmL)rzto=SYx&KGQ7GUJy& zpK(#ha!V~a70?g{&+`?16D~kTsgCh5g`7ljF9VJlEe;x%M{h;vu`db85B= zyP@Z!CKhfJnQzvq>3=D+ME_f5vDHh_6_yyHa{kMRr#uZ{0=%I zO024M(lqtW%*!YF*g5dki9KJrdU8%Jj}>_MNk_)BYI3^f#?ViiMsvQoGd}(MYmDi`R2l!<^{?~I7xf!f#NTw@kK1B zib?!`68p7yiyJARQaZ(cXK6(A6q}FYd}g-nv*$JY#@l@s-_!K(RQ##-e@*F6?|+#t zm{Y}TwwHDGJoWY}J~L>8qG8UXC#p05{V=GUd=4BYvTe=2YKSgKkmvf9D)ZLG985B@ zF3>s&?JUpndGV!p@#Oi9n)jFcsznQ*Q?-3Q36@BB`mK8c3^P`Au&)WYt=$WuC^Cwtvvo;eToYIvFEccD+y2aWn}-YIyLO~ zRAI$!`+WTGuofFm7jxQgvrXLm;Nv^~$?}V9n#wm`ja#if?{09=;SMwAIlH%I7#D1j zw78W5Sv<^GG%MtPYd`;tUuBR!ir(Rq%jEt`>piwFmGn8fr%3XDzMk=;iwiz#?Bj|$ zc&JUG@o^xud33@u@!{_LKR;6POP7MnJ-x#ZSAg^i+m%Y5IkKl{=7)SeW1(vcII}mj zn0`3ps|GoWFA`NwqA?+IiaVv+7lp2g7{qOL)D54LYlAap&xEO#*BN`ipnNl*dwxx^J# zYMsyXYVYTd2z&-9U+0^#H^UNfkAHPaRiLr0j`hYxt+lu2yxa&mO@qPmY?H~~k8-PD z-TMKWp?P`vnNL4bH^o9POQ!w#sjw{@{AWMjabmM5_@rFRA2)sMqD=O{M(X6vmKVZp z;;&}O3~b(#;TZK~W!J=J6PW9krxv*c)$chjya3W+{I$i>BN<-G-BR}GmRj=g)OL{b zWR|$j%Q^whVv3LSze~GsPgr&t5)yW~e3xdx;%fdkj!TQ!GA}l5IpG+kvgUR7cF01x z6PYvTWL%YhpJr^So;h*ymJ^;*upobYS( zin5Eh)S|>s|GLD!1r~QeUDka1{*RmcZj~$Mlz>KI0*jlDJ%J6RuW)agX5x7GN17}5 z?-iDg-g6dg1RWJo@KZWPUcJ=r#_|7qo?Lc6`%@Ag%!}oIMqc{E!+cd#=gn5B&d-~V z{FKbzTm19EC-b_pV_wVP?y^C4myNg7yu_e;V0Tqav#?19R|db0qEF@))k{hLKJRT; zdr4*vJizQ;3eHjGJvWIpz4O58{Wlsxk{dxAQ)B)eJ8vfP^_ctj&y)P+O_!(n{M*0p zU50tlZJxs)*0Stuc;~fQ&eLHsv#XHiK^6WYR=!s%-P=AMDhyl@e&3f#_=)?!_mN`# zPbPjo823K=tWQGUnUg7Vcdbd|FEzb8prrtOuJKJlFiSCwzA{P}J(dqr5(tsa|zP@lEFEMvrFb+Z4js9WmsccIT zZJVm^o|3y2R`&e%xeoJ(-@0f0NGLlKx8r+PSIOJ(wCtDG%Z(l#keNC81yoEvnzK_5oCXMVvf(Xm8XNs)_c#~mvm~C z`@o(kc2 zHUFOlxxM+a@%H`j@O>}lnyJVC0r}G#>d(2mbW*?XnsWDcP}%b!w>_NY%RtI!?EP@* zr@1L4{9sCBAxd9vmJGLC^x0W*y3wP#_CFx*UcU41U)5M}2*Q-3m|WH#wbk(b8TQS> z@Aj;5fBS3q&B^xLwKrRuPKO4eRcYj@ccq$_zX!!X?Kl^1I^D>sI^Ax@+=A-$fk%Dy zEq>lwf9Bbxm{T3h#VLMjuP>!)?!La%=l!afuN`HXda30dk)XH-xtlW;6g$P4e5psk z2_^OAN}kkU*;8L!)j+W`Yo5gv!S{a-@~0ht^L3+rX`Ei`x_75?d~FM1(GxstOZSh!P8gftO}mFujmEXi<=EQp{cd~T=(J&%ga*D zK*Q!kJayYdxe*$Zd*2QCsgsZm8ZkZuCMjUZwDo) zD>dPgAJ57E0cBwM-;R$jK%)>ACCl}qZ^mrjv@!jkau@y1Zl8K~&Z!P?g1Tf^R@dw)UJuHWsAe10uKpg{pRxQI z$nDCYl>K}6tFGziqHkZ^8b9;wQne;TTFRQ<-EpmCjK5O6Fo^$tR@~5fa`MF5%=e^36EW5sGZ{BGFQ@^VO ztp04S_UxbQj2`*!*le=hDCzi{ub1pzc_+=U`3Ndw^I&P}6*#;v|JDq*T{L&rdo8dY zaIyAmr>A;6xOjyHO6)Fhpgc1Jg+|(mQ0dR-Y7DF&p4dxe|YZFoRb~kviRgQtI4{#YS9*x1@q59 ziiNtokk3cG8ASxqIPTMu#^DA@2b;+;7LCJig`(%gt z!*iGJoam6S+OCN&gXO|NktluhP;U>oBCEJ4e$*CHuHHETFIVBNaNAa(tPD*`-Me

    cAiWwa@lSC%+RL#`DSpEu9B-v?*S{_J^`jQ|LM8yRnOJ>P71y~SHT^5cJBMz z62~XVZWhl|(un&x_2wPP_wvq=ir2bctNdTc`#VbvEf?LDj6Wb>2~J4j@80wzzL|S= z?#FkAPaqZgXXl-to%a?CAA6;2Rd4^;Sob5S6#J2L{7tL%{q2U`dpGYizGu}2DIv@E zO}D=PdhTo;HTNyn$zsm;TCL;H&p0|^Z^84|l8bLx&$dn$fw{o{>AB#&#llCQbd;sn zSQVlczE}w$ChXPpHn&SdTe2n)NN&QJK7~p)BJ+0xP>Evv-5?3%CF^2-=^gF7cMe0+ z%jYbYj z7@Gfc2XTf<-;y&c;Fn(DnF}czY~z2PtVuO1e}?KEgS`{8rYhg6x96{zEHQ5{xPtz? zbncn(wBq!4iIA2>>2t6%p(ZLs;x`c-K=yTo5}9)|X3lt24@_ysg)q*p)OHu(bkexupe#r)8AhV^vY zoHf-qZhYG?5uDh5R)I8ta}g+U>}>BvbE(-j+nkmcUqHnxER?D;&j!ED`hSJ*tYgj- z1!$UU*K58J!M<@LZ<6wT1yHlK?U{lbs3>{PJ*)Y~2_%)}2$k%H;MB=(n514K{l#-) zT;B_yv%Wb`)Xa*6p$-n7?whk__Kh268z;_|_;_p&cloksYGEHuUTxm7SLWi(S(|U1 zh|GDS19io+eN!Xfgr#rXcs9xW90);Mia#E%J8$}-$i>sTr@@cd$@ZH$gR z_C;3~QlW}K8uOB?f7rd|j|ID@@Xaw0f@t^@A6)M`}==h|9n3F{LdfT*VmulU-$3n_3!`ds(*fZUSIpS^5635+qX}z-~a#R_2s!Q^z^?N|o-7!;=i(uH_26#u=Fv zTl@8I)y5Rowfj$WO?8{>85)qgOY8e9& ztir7-tqRSlQ-AS2(GB=~?d|Fv$+vT3);~+tyYbuTCG-AYOBUE`-<&U+U*dEpxH0EX zUwnD?{;bC>+#6%(TtC9OY;srD*^tU~t8*v3{$JhtHvaXg6oc>*TZz6C55=~M*sxxx zxi*)}{Q2jw6Q`%FjhHpz#L2&XyOSG3?EFv6t!;X+_(IbIGl^OWsRy+&IoBN}?#MKz z?e~#Ax72Iqt*|5yvqdjmHuyB}ef0B^*_JgreOIEyE_hj+NvCw{xkEgxXx4GLJ4J^iMfY;E;Vs}Waz6; zzdch*;`!<`#p?gJUy=K@VSCQ3w5r?7iZ7QjEO>p+^8K&9cIOI@$}ioQ>*KQY?f=Xr zY2Uk2Yf^u&&N zC#F2>UdJ+N%c+8Si@6_4zOCpxH&Z<7Ue|UZH5SUa#eO zr2aj=^Dmq#=6zjOTdHWYG4?C(lD?Z;&g=5tc=!L9$&a_DYl?4HmtDQ>Wm}=@d&2)m ztVc=B8EHKe{qM1#dxCwRH`#vAa$Bmixc9>TZKqn^+_HZoTDC*Bl>g$E#bs~b7yQh< zzx-|N^@gq6??&D>&DWY6K5aqmnxo!RtBqYkR!j|6(h67axG&tB z^>ZH63(eW#Se$UalQM6fkcMp-LB$>fkg=)tD9feTFM{F&XkWtQSg+ z_gQ&_$#Bh$4bC0hJ35~)o_S74aVO8&)zxDb!FDv^=sbzS#J7a*_qE@6(%flcP-HQGI5DdciEKn zcJuD;Tk?5na?+NH`!D`~zOX{X_UHb&21`3HU3cYF%ir*m71g6tjLeLE85tNNnHU)O zA;nL5eo=N(ettHn0O}2l^*`hw@JIXX-fV6|6`@nzE{cX(M-F_xc>5CX_ltLOH9x$* z8>gF9^YLX~n%?Hk#hb7FJbZ4abCJ=lww32yT|@jYn}~=?Nan@zPTP8^Qn_>C{pIU) zHa4_sOEFKoR5;Byh(AimN?L18^NYLx9*bu22eooF^t@Z!w|8Ifo0MG*{mhSdXHk8J$Rx_Dj27B`=~4|dV8sIkA-*8dhYjI&K+GLZuWq)+y2Wg z?k|evibl(Iqn_T1xzpp8Q}K`YcE`3AD;{0{UjA5nJIkH$BPn8@lXib!w{k zLt#LVCifxb4`<{|pU4FY|7caI__S{2#dpb4dCGqS-QVO{2y62`N%FN(|B$pWy8Y+W zSK-NWbs|rfpJ<9-sek*Rw_~T+74F%seh-?s{@I`I^V9Z!Pf6D|>8iF4ylyS@IYaGK>hU*n3`?wKL|v~v6jAH_ zy7-YoEw|rG$E_ThGWQS4OKv*R=M$*Q_h0eWvX`cIYwP+gKJpvXtdU>goT91qH2O)* zp`34K2csrwOjxS%I_B3VzaNn$*vLE8d-1Vv-;4jKuHK%^a>gp%HmuTFM84JG zYQyA+Hja79r5=7l|Ci0}2-;f2{-|zejeu4KlRxWMsh?F_8>8OorkRC8oe>Ugzcx#V^_qLw-~>OzCOM(H7q8 zaXfR;W~P@JjHgdarSIY?%@ujE;9H-!R}bfsV{8p`bloo=6*c)dA@R?>vv~;G`g<1IjP+n5@f#v9iGxDFy=d1sX zma61m`1gJFwe?FUAM@w!cxb!co-x3ikx7IB(NfK>;XW(RBxPzV?=3WMJT7Vqg#iX@KGe#`O#g3~=4a`9-PNwENmO=-g&y zU}%tnL?u)=Lj&V4MsTyGBqKF9RUb?mVl!Z&X`R#4e~b+MeF6*;Fx?Cc4BHynIKT#g z5`J+;YHCTbKA6I43VM49W>5p8B0Cdm>j^yo&Y8>*iMkk zVMQjoX7qfH&@9CZ){G<9qnm@Cl@R9q=Vii{u>!nV*+7ao88{j2m>3wm`I#6P7yuc0 BxDfyV diff --git a/Algorithms/Expectimax/Expectimax.py b/Algorithms/Expectimax/Expectimax.py index f6aaace..ed2f2cb 100644 --- a/Algorithms/Expectimax/Expectimax.py +++ b/Algorithms/Expectimax/Expectimax.py @@ -1,15 +1,13 @@ from numpy import multiply, ones from Game_and_Graphics import BOARD_SIZE -from Models.State import State from Models.board import Board # Expectimax Algorithm With Optional Alpha-Beta Pruning and Transposition Table -def get_state_statistics(state, depth, max_or_min, nodes_amount, weights, transposition_table, - watched_boards): +def get_state_statistics(state, max_or_min, nodes_amount, weights, watched_boards): """Check the final state from the search tree. If the state is losing one, the function will return infinity and statistics, and if it just got to the maximum depth, the function will return the state with its heuristic value and statistics.""" @@ -21,7 +19,7 @@ def get_state_statistics(state, depth, max_or_min, nodes_amount, weights, transp return losing_statistics def handle_leaf_state(state): - if transposition_table: + if state.is_transposition_table(): watched_boards.append(Board(state.board())) state_statistics = [state.board(), heuristic(state, weights), state.score(), nodes_amount, @@ -32,7 +30,7 @@ def get_state_statistics(state, depth, max_or_min, nodes_amount, weights, transp if state.is_lose(): return handle_losing_state(state) - if depth == 0: + if state.depth() == 0: return handle_leaf_state(state) @@ -48,7 +46,7 @@ def get_different_from_state_direction_boards(state): # [print("possible score: ", board.score()) for board in possible_direction_boards] def is_different_from_state(board): - return State(board=board.board(), score=board.score()) != state + return state.get_board_object() != board different_from_state_direction_boards = list(filter(is_different_from_state, possible_direction_boards)) @@ -56,25 +54,26 @@ def get_different_from_state_direction_boards(state): return different_from_state_direction_boards -def next_move(state, depth, alpha_beta, transposition_table, weights, watched_boards): +def next_move(state, weights, watched_boards): """The function checks what is the best next move from the given state. It uses the Maximize function in order to do that, and returns the best state with the number of nodes_amount developed and the boards the function visited. If the best state is a losing one, it will return "LOSE".""" from Algorithms.Expectimax.Maximaizer.Maximaize import maximize - - if state.is_lose(): + + def handle_lose(): return "LOSE", None, None - maximize = maximize(state, float("-inf"), float("inf"), depth, alpha_beta, transposition_table, - 0, weights, watched_boards) - - if len(maximize) != 5: - return "LOSE", None, None + if state.is_lose(): + return handle_lose() - best_direction_board, best_value, best_score, nodes, watched_boards = maximize + try: + next_state, nodes, watched_boards = maximize(state, float("-inf"), float("inf"), 0, weights, + watched_boards) - return State(board=best_direction_board, score=best_score), nodes, watched_boards + return next_state, nodes, watched_boards + except ValueError: + return handle_lose() def heuristic(state, weights=None): diff --git a/Algorithms/Expectimax/Maximaizer/Maximaize.py b/Algorithms/Expectimax/Maximaizer/Maximaize.py index 90d2333..70bb264 100644 --- a/Algorithms/Expectimax/Maximaizer/Maximaize.py +++ b/Algorithms/Expectimax/Maximaizer/Maximaize.py @@ -7,62 +7,44 @@ from Models.State import State from Models.board import Board -def loop_direction_children(direction_boards, alpha, beta, depth, alpha_beta, transposition_table, - nodes, weights, watched_boards): +def loop_direction_children(state, direction_boards, alpha, beta, nodes, weights, watched_boards): """The function goes over each child node of the random tile node (an item after a swipe to each possible direction). It continues the recursive loop ot the algorithm, and returns the item with the highest value and statistics.""" - best_direction_board = None + best_direction_board = choice(direction_boards) best_value = float("-inf") - best_score = None for direction_board in direction_boards: nodes += 1 - s = State(board=direction_board.board(), score=direction_board.score()) + lower_state = State(state.depth() - 1, state.is_alpha_beta(), + state.is_transposition_table(), board=direction_board) - if s.is_full(): - continue + min_board, min_value, nodes, watched_boards = minimize(lower_state, alpha, beta, nodes, + weights, watched_boards) - board, value, score, nodes, watched_boards = minimize(s, alpha, beta, depth - 1, alpha_beta, - transposition_table, nodes, weights, - watched_boards) - - if board is None: - continue - - if value > best_value: - if not transposition_table: - best_direction_board, best_value, best_score = direction_board, value, score + if min_value > best_value: + if not state.is_transposition_table(): + best_direction_board, best_value = direction_board, min_value else: if direction_board in watched_boards: break - best_direction_board, best_value, best_score = direction_board, value, score + best_direction_board, best_value = direction_board, min_value watched_boards.append(Board(best_direction_board)) - if alpha_beta: - if best_value >= beta: - break - - if best_value > alpha: - alpha = best_value - - if best_direction_board is None: - best_direction_board = choice(direction_boards) - best_score = best_direction_board.score() + if state.is_alpha_beta() and alpha < best_value < beta: + alpha = best_value - return alpha, beta, depth, best_value, best_direction_board, best_score, nodes, watched_boards + return State(board=best_direction_board), nodes, watched_boards -def maximize(state, alpha, beta, depth, alpha_beta, transposition_table, nodes, - weights, watched_boards): +def maximize(state, alpha, beta, nodes, weights, watched_boards): """The function checks if the given state is a final state, checks what are its possible direction boards, and loops over them. It returns the item with the highest value and statistics.""" # Check for final states: - state_statistics = get_state_statistics(state, depth, "MAX", nodes, weights, - transposition_table, watched_boards) + state_statistics = get_state_statistics(state, "MAX", nodes, weights, watched_boards) if state_statistics is not None: return state_statistics @@ -77,8 +59,8 @@ def maximize(state, alpha, beta, depth, alpha_beta, transposition_table, nodes, # Loop through every final child (direction) of the state. If the child's item isn't # full, the Minimize function is called and the value of the child is returned recursively. - alpha, beta, depth, best_value, best_direction_board, best_score, nodes, watched_boards = \ - loop_direction_children(different_from_state_direction_boards, alpha, beta, depth, - alpha_beta, transposition_table, nodes, weights, watched_boards) + next_state, nodes, watched_boards = \ + loop_direction_children(state, different_from_state_direction_boards, alpha, beta, nodes, + weights, watched_boards) - return best_direction_board, best_value, best_score, nodes, watched_boards + return next_state, nodes, watched_boards diff --git a/Algorithms/Expectimax/Minimaizer/Minimaize.py b/Algorithms/Expectimax/Minimaizer/Minimaize.py index aaf2f67..ac59d90 100644 --- a/Algorithms/Expectimax/Minimaizer/Minimaize.py +++ b/Algorithms/Expectimax/Minimaizer/Minimaize.py @@ -1,9 +1,10 @@ +from random import randint + from Models.State import State from Models.board import Board -def loop_random_tile_children(state, alpha, beta, depth, alpha_beta, transposition_table, nodes, - weights, watched_boards): +def loop_random_tile_children(state, alpha, beta, nodes, weights, watched_boards): """The function goes over each child node of the direction node (2 or 4 tile in each empty space on the item). It continues the recursive loop of the algorithm, and returns the item with the lowest value and statistics.""" @@ -11,48 +12,45 @@ def loop_random_tile_children(state, alpha, beta, depth, alpha_beta, transpositi worst_tile_board = None worst_value = float("inf") - worst_score = None rand_tile_boards = state.make_random_tile_boards() - for i in range(len(rand_tile_boards)): + for tile_board in rand_tile_boards: nodes += 1 - tile_board = rand_tile_boards[i] - s = State(board=tile_board, score=state.score()) + s = State(state.depth() - 1, state.is_alpha_beta(), state.is_transposition_table(), + board=tile_board, score=state.score()) - maxi = maximize(s, alpha, beta, depth - 1, alpha_beta, transposition_table, nodes, weights, - watched_boards) - value, score, nodes = (0.9 if i % 2 == 0 else 0.1) * maxi[1], maxi[2], maxi[3] - watched_boards = maxi[4] + next_state, nodes, watched_boards = maximize(s, alpha, beta, nodes, weights, watched_boards) + value = (0.9 if randint(0, 1) % 2 == 0 else 0.1) * next_state.score() if value < worst_value: - if transposition_table: + if state.is_transposition_table(): if tile_board not in watched_boards: - worst_tile_board, worst_value, worst_score = tile_board, value, score + worst_tile_board, worst_value = tile_board, value watched_boards.append(Board(worst_tile_board)) else: - worst_tile_board, worst_value, worst_score = tile_board, value, score + worst_tile_board, worst_value = tile_board, value - if alpha_beta: + if state.is_alpha_beta(): if worst_value <= alpha: break if worst_value < beta: beta = worst_value - return alpha, beta, depth, worst_tile_board, worst_value, worst_score, nodes, watched_boards + worst_tile_board = Board(worst_tile_board) + + return alpha, beta, worst_tile_board, worst_value, nodes, watched_boards -def minimize(state, alpha, beta, depth, alpha_beta, transposition_table, nodes, weights, - watched_boards): +def minimize(state, alpha, beta, nodes, weights, watched_boards): """The function checks if the given state is a final state, loops over its children and returns the item with the lowest value and statistics.""" from Algorithms.Expectimax.Expectimax import get_state_statistics # Check for final states: - statistics = get_state_statistics(state, depth, "MIN", nodes, weights, transposition_table, - watched_boards) + statistics = get_state_statistics(state, "MIN", nodes, weights, watched_boards) if statistics is not None: return statistics @@ -60,8 +58,7 @@ def minimize(state, alpha, beta, depth, alpha_beta, transposition_table, nodes, # Loop through every child (2 or 4 tile in every possible location) of the state. If the # child's item isn't full, the Maximize function is called and the value of the child is # returned recursively. - alpha, beta, depth, worst_tile_board, worst_value, worst_score, nodes, watched_boards = \ - loop_random_tile_children(state, alpha, beta, depth, alpha_beta, transposition_table, nodes, - weights, watched_boards) + alpha, beta, worst_tile_board, worst_value, nodes, watched_boards = \ + loop_random_tile_children(state, alpha, beta, nodes, weights, watched_boards) - return worst_tile_board, worst_value, worst_score, nodes, watched_boards + return worst_tile_board, worst_value, nodes, watched_boards diff --git a/Game_and_Graphics.py b/Game_and_Graphics.py index b9fca68..a1c15ac 100644 --- a/Game_and_Graphics.py +++ b/Game_and_Graphics.py @@ -47,45 +47,45 @@ TILE_COLOR_DICT = { } -def merge(state): +def merge(board): """The function merges the state to the left.""" - from Models.State import State + from Models.board import Board - new_state = State(board=state.board(), score=state.score()) + new_board = Board(board=board.board(), score=board.score()) for i in range(BOARD_SIZE): for j in range(BOARD_SIZE - 1): - if new_state.board()[i][j] != 0 \ - and new_state.board()[i][j] == new_state.board()[i][j + 1]: - new_value = state.board()[i][j].value * 2 + if new_board.board()[i][j] != 0 \ + and new_board.board()[i][j] == new_board.board()[i][j + 1]: + new_value = board.board()[i][j].value * 2 - new_state.set_cell(i, j, new_value) - new_state.set_cell(i, j + 1, 0) - new_state.add_score(new_value) + new_board.update_cell(i, j, new_value) + new_board.update_cell(i, j + 1, 0) + new_board.add_score(new_value) - return new_state + return new_board -def swipe_left(state): +def swipe_left(board): """The function swipes and merges the state to the left.""" - new_state = merge(state) + new_board = merge(board) for row in range(BOARD_SIZE): for col in range(1, BOARD_SIZE): copy_col = col - tile_value = deepcopy(new_state.board()[row][copy_col].value) + tile_value = deepcopy(new_board.board()[row][copy_col].value) if tile_value == 0: continue - while copy_col > 0 and new_state.board()[row][copy_col - 1].value == 0: - new_state.set_cell(row, copy_col - 1, tile_value) - new_state.set_cell(row, copy_col, 0) - tile_value = deepcopy(new_state.board()[row][copy_col - 1]).value + while copy_col > 0 and new_board.board()[row][copy_col - 1].value == 0: + new_board.update_cell(row, copy_col - 1, tile_value) + new_board.update_cell(row, copy_col, 0) + tile_value = deepcopy(new_board.board()[row][copy_col - 1]).value copy_col -= 1 - return merge(new_state) if new_state.score() == state.score() else new_state + return merge(new_board) if new_board.score() == board.score() else new_board # def swipe(state, direction): diff --git a/Main.py b/Main.py index 907b05a..f830b73 100644 --- a/Main.py +++ b/Main.py @@ -29,7 +29,7 @@ def play_game(alg, depth, alpha_beta, transposition_table, weights=None): weights = weights.weights best = True - game_state = State() + game_state = State(depth, alpha_beta, transposition_table) prepare_board(game_state, weights=weights, best=best) end = False watched_boards = [] if transposition_table else None @@ -38,8 +38,8 @@ def play_game(alg, depth, alpha_beta, transposition_table, weights=None): for _ in (event for event in py.event.get() if is_quit_event(event)): return handle_quit_game() - next_state, updated_nodes, updated_watched_boards = \ - next_move(game_state, depth, alpha_beta, transposition_table, weights, watched_boards) + next_state, updated_nodes, updated_watched_boards = next_move(game_state, weights, + watched_boards) if next_state == "LOSE": return handle_quit_game() @@ -117,7 +117,7 @@ def main(screen): def __play_in_dev_mode(): - parameters = (False, 2, (False, 1, True, False)) + parameters = (False, 2, (False, 2, True, False)) _, depth, is_alpha_beta, is_transposition_table = parameters[2] while True: diff --git a/Models/State.py b/Models/State.py index 9260c06..2f9a303 100644 --- a/Models/State.py +++ b/Models/State.py @@ -11,14 +11,29 @@ from Utils.Helpers import flatmap class State: - def __init__(self, board=None, score=0, weights=None): + def __init__(self, depth=None, is_alpha_beta=None, is_transposition_table=None, board=None, + score=None, weights=None): """The function creates a State object. Each attribute can be given, or made by the function.""" from Models.board import Board - + self.__depth = depth + self.__is_alpha_beta = is_alpha_beta + self.__is_transposition_table = is_transposition_table self.__board = Board(board, score) self.weights = weights if weights is not None else None + def depth(self): + return self.__depth + + def lower_depth(self): + self.__depth -= 1 + + def is_transposition_table(self): + return self.__is_transposition_table + + def is_alpha_beta(self): + return self.__is_alpha_beta + def board(self): return self.__board.board() @@ -35,11 +50,11 @@ class State: if self.__board.board()[i][j] == 0: b = deepcopy(self.__board) b.update_cell(i, j, Tile(value=2)) - tile_boards.append(b.board()) + tile_boards.append(b) b = deepcopy(self.__board) b.update_cell(i, j, Tile(value=4)) - tile_boards.append(b.board()) + tile_boards.append(b) return tile_boards diff --git a/Models/board.py b/Models/board.py index bb98014..deb1b08 100644 --- a/Models/board.py +++ b/Models/board.py @@ -4,7 +4,6 @@ from numpy import zeros, ndarray, transpose, array from pygame import display, draw from Game_and_Graphics import swipe_left, screen, BACKGROUND_COLOR, draw_best_weights -from Models.State import State from Models.Tile import Tile from Utils.Constants import BOARD_SIZE, Font, WINDOW_WIDTH, Color from Utils.Helpers import flatmap @@ -18,6 +17,7 @@ class Board: self.__board = board elif type(board) == Board: self.__board = board.board() + self.__score = board.score() else: self.__board = zeros([BOARD_SIZE, BOARD_SIZE], dtype=Tile) @@ -102,7 +102,7 @@ class Board: def turn_right(board): return [board[i][::-1] for i in range(BOARD_SIZE)] - right_board = State(turn_right(deepcopy(self.__board)), self.__score) + right_board = Board(turn_right(deepcopy(self.__board)), self.__score) swiped_left_board = swipe_left(right_board) @@ -112,7 +112,7 @@ class Board: def turn_up(board): return transpose(board) - up_board = State(turn_up(deepcopy(self.__board)), self.__score) + up_board = Board(turn_up(deepcopy(self.__board)), self.__score) swiped_left_board = swipe_left(up_board) @@ -122,7 +122,7 @@ class Board: def turn_down(board): return [transpose(board)[i][::-1] for i in range(BOARD_SIZE)] - down_board = State(turn_down(deepcopy(self.__board)), self.__score) + down_board = Board(turn_down(deepcopy(self.__board)), self.__score) swiped_left_board = swipe_left(down_board) @@ -131,9 +131,9 @@ class Board: swiped_left_board.score()) def __get_left_board(self): - swiped_left_board = swipe_left(State(deepcopy(self.__board), self.__score)) + swiped_left_board = swipe_left(Board(deepcopy(self.__board), self.__score)) - return swiped_left_board.get_board_object() + return swiped_left_board def get_direction_boards(self): return [self.__get_left_board(), self.__get_right_board(), self.__get_up_board(), diff --git a/Pictures/Screenshot.jpeg b/Pictures/Screenshot.jpeg index e35dd2b29894086ec44d0a58afa4a609fc711e0d..1bf5fd466c31c0788e4b6d8e33e4f6b9bb057ac8 100644 GIT binary patch literal 31020 zcmex=$<%PwSRFvdYWaQ-KK!z}~va+(XvGZ|o z@X3h?ipY@+{vTiv|EDQ{cwTw*63@n1ILW+itY{G$w>`H|qMvW5}awt1(JSZA; z@q>zSQc)8pmzcPOq?D?fx`w8fiK&^ng{76Vi>sTvho@I?NN8AiL}XNQN@`kqMrKxV zNoiSmMP*fUOKV$uM`zch$y26In?7UatVN5LEM2yI#mZHiHgDOwZTpU$yAB;ba`f2o z6DLnyx_ss8wd*%--g@}x@sp>|p1*kc>f@)+U%r0({^RE_kiQrin8CgR5fG1|`Ad+2 ziIItgg_(sNL#Nz~4os{_Ry;>bO1x z-CnojgUE)r(JzBC^6x7IG%GF}B}LyxDj{c_Ukc>5KJ~?X&!E z^}Rnd>+AideX`wUSJp}#uV3ZW{#_ggEOW$UlhL%ZXiocxj(fjPJS^%lx$-c`jo5 zba{>#3q!o@)lL3M+VAIDeY+fZ`R!J2?v8i4dW#|#%rc%jQG#g=e}N-ggZiR<`hS<$ zXX}PtkK6rW`=Ot?585u?lJ3o192pfZW6)w2qVXhO;rTW;&X3XcBL6N~9o_!z>9n;U z&0bw>`&gKfZ+E^we)5y!P#0Z4c>mVv|(lO8)T`>-VaD43Sg& zp<4WyS1fYvrQZ(IzTKVrQAH;)?U=h;*kk1#3;3>e{n_@xyxY$5$NeMM?n!^x-*1y% zzv@nVM#6uFmcESbEJ1HS+pJp5wd7NE_|p1ATmEjUf1&!={*TV%{|rxNG5r45_2c)q z>JR2`4VTm;T-YivfA7aUf8Imszq9WCn5nl&;h=)=Ma~=B&jtVR!C&Kf*t(dK_~($o%TM=h3qEXQZd9mZs^s7p&?jyfBCP+CGCH^&b{LmOuVF z`n=f5M;y<#d)_iEUvuA!WfPCk##O5mc=`^yJ6>pD{N?Fdms?}^WAaDk2mD9FKV0uv zzg}&_rd<)GzFL`QF3gzCex_UfY3>?Xug5m&%3Xg|+`=7RIcxJYS$8o+X<4uC(A8bK zYu7vrg;ws9I(?#o4kwfR85r+epY$jC@4`Bn3hBew%f;>~UoJhH;CAS;|K)dLWtE1X z+BH0Si%+UF_chGnV)*(>`|14~)sOb~?^AhoPpkddtPfWnZ*05yc1q+y{%NsGc>k>x zne$e*_|m?%kNQ0|st+f*ckJSOrp;v!yx+?6MFtMR2B}vfXb>pPtD;VZ)-7+&}zSov{VRuy~C~rJw zIYV#K){>`J|$I z`P=yPhy6eNQ?C3e+T}k*uV?MbX-qbG_i|597JnNMg_*Hx5^s|=kE5iO1WPDQTlQJLFw4!fDih;>yvg)<7^QxE3fj|?7X`tT_dE= z@oe}<{Wohr#7FC^*vaj@q*~`QtM*OjPi-;BAG!?1|17${mH%Dz)mP?D#S6WqY5lxg z%D!`_+Z;SKw>7=L_(30o{E>TGUw+$VHv2>VgRsTP3(l6?&Tlu_eS3G>p3+H94wGtx zM3_GdvCA50Kbn7Q{kO{Ihhno6AL$B5@3>NueR}`K8Sk#Td^i<2w=VTSfs?sKO!B^p z@BTOE$9!Zza{s3M(RuP$-l^@oqWkv!mg>kQs`p&71Cm(2sz{psWxBwAx_+~L^THof zKVJ5@RC?%pn7_{STYcYD&UA23O}_p-ca{HQslQHJw>Mq7rX3xj)Wi{>66n?#D8j?a zP{1I&`g8F&+3UI{_P3Nh`hK~#no6i|bSrL9DLuu%GL_5rM)*rxhMLE}1M1FBstNk& z+umtoTEFzg_kZ55D@{Ib(<^YF_Mbt)GQph5KVk9K$d5g8%0F~}i@%EU{kN9)-TLK` zTU*4-ZZ~k-{1(o8BM_+i`0vHo{Nv~Q_DTM*EnRZ!wN=@|6?d{Sbvk8d`d(BLm7ZP9 zC$W+F@3nRIkJ$}XOrtQs^eKvbR^xE?`m&Bgbd2^%3!ZsxFw(O~%Cu#d#Ls%I@7}y#3u72SE zBYgRoRbJyq=a3KYmKMtH|Mqv0>gwGIHXjYO<*!biFSms8O4sjS4R$vF8JgPvSYA@R zX!5?}SMHLqTitQG(-tKM?9T{y(^Rh7H0AcZB?jjmW99z{FF$fUYWbnJ$%m&0ZRuY0 zigE3yx+lS!xy`q$PSiheTlt^ipzEI0Ww(BCdwsA87d*M@{=KDdHZo5Z-IH~|nD6%7 zHrul8OV$4fmpkp;{DHr7kF!at;+3r&3tA@jK4P&x@G!r zVJYj;rd2+lpi-!Gm+8!ziU5X_>PzeT=6Bn3GyG?mH2uN(KXTFaA4`AEPJQ^F z;fJ@Ksd}5;^>6lX^95?V-^#_$d|EmA&E4(FWyW(-(y#5Ck$)p`+uZ#kjJAyz3hciu zYOuNe?dr$0_K(Vs!)Eh0sY%_x`Q^oykGivFvL1OBDV7GR;s}$82iHb+|1WoAEe1IT)=eP@)t{YU#p z{)7AZ*S>lFv2Ul?WYO1~qPI-+_1lHVA%Xa^$ z9se~O({hsy(XX}{M|$f--0M~nQAzJwkUQ{GZ{%()HUim_M!l*7-qf{)fwtwk>|htM~2Iw`-R)WYc!u-rId-UGWyitE;~% zJN{>wAlv@8+WkMng04T${_d)O@?`7#U*EU% z)3KG0=l9HN?_2sYwWq9nd%>A&MN!7)(>l5Ww!JA5mbJcq@t*#*l6t<1=)h}RZ$51H z-n6Y!FUlwP2K(KEulyaXC$U!@`LX?@`l0(gHhRClcfRMzII?u>76+5>LCMz2asQq? z;Cm8&c%J6R^rQ8+W*pUZ-O;Y+Shfo#Kg&s%scMbe$#C{>yUFX@ z{~2!iJMG%kdqhm&?wvbRpQyO8_oTnNr0^&E%d9=ezt#LOfB2uF#ZI!?n*Dd#`U=sl zvaXl2ecW9G|7aK$*naX{@3(-dOM_y}-~XQ>*Z$`3BXY_gRptxY@F(4x@?B6VYgSGC z>u#mi$mICPr&?LvEg2e$3ZKSF{9XFbtj6}zf)CG@re~Mw3OEbBo>jA`;tCI|YNX`G zf7kr?)^%NUke_X*eznfJ?&7Vjy=!Kv-hDcU&qpxo=Im+-$sKx^%q5SPB^Ayowfx=w zt@KBx_@Vi2W_1$goTW9NOz$nUNobi=&LF$tgs3{cXwL*){%4 ze(ZXGT%PyK?_Ou$U32c9PEFyzm6N7kEODXeMD)b%Q_mST@D^8vzm5F3{qQ#Jg|EzR z<-Wb+{j_tdt(9Ym;c@FoM!Tn;wx8n{ZV6z2_P+g})SvXf3-*+m{$~($tY_WxG^{o{ zV7tLV9)-U*f|<*V3RW0Sp5*4a{z5(5k9f}y>zhm7bH1Fw|K>J#=r)%LZ1)z_9NjH+ zWKylC>2_C!y860{^EZok)hIubo-gpn_Hy3VdVX)kS=QAKajyIOSd7++L&qKa? znLl^_$Ip-V^=FtUKh{mMZ9aXoG*f0e^EUI7l9TQGvcJ6RV)%3ENA?HzN9&Kti`Hko z4#=7|E!>EG@3pU`HM_oR$UmF9@xXEBg$m&><~RN^TvB0tC@R0rM7v(u|MEjYm*vy) zp3eB5rn1rYr0G^yhPvn)qyG$(mwfoo@V8IkKf}w2^;c$TEZ{#UfBW32XV<@VUwJ;y zEaJURZd${{!wMa49{(8{mH7|tJN04O_T@j?zeR4pYI1sFA#+9Gqcmpel)f9smFAb0 zCe%%RH6?)kN&BJsGOzCQ{wYj-^q246u}A;TrbIm6<5tlz$;^4en&pdSiY(U`{AXyp z`eXTj1_yq&`UkS-|1+qB-~ST8eq=w_e}?S*j(=J|ras)yn`Ncm@@Vr_Qwv@73f(-G zuD*w!LFo!Iaz^}@_H__ff$a6_V)&W;P4>sekIawUwmzz^m&*RnaBE`3?dZLm{`PT{ z85_6R?{Ym?VD)U@(nVbipY(6-e;9lIXnvc!@1 zW;Z=&HvPD~!A`p-`3EcO^VZoeV&BdhPJR=0wWT$A!iPAcHOtwV7iv}Y?X+Ji62SiK zc>5pTkJ;b4e@y(lf6cAC?)gP8wnwe`c1$}uL;QylJ7b5eV3DU~^2w~W`mgL>|Dl^3JMq(@H6~v`=?#;`;p(`M?3apudmNq+G4gg$L=_bU1YJ| z`>!55&t1H3t9|i5LyrAVv-=YN8LscK{}m{j{_l((t&C!uJ70rU$;Ft z(&^#RC0Q}6gg7P7^d3-W44?B{?y7^la6Lwey{N(7tUho4PfOkEe|z8Bf0?WOB^{-J z-tEdzm-X*R_WB5-IXfR-ady{@jQ_;{*%_ZXQFLh%3Fk5p8NRs{iSXH86Jv!wEru@oBZ$BqAJzZTkUIYNtNMQi*>&f-^bVbPY>#T`#s3T(%RB!w zyjYMe|NYARKV`eEG z%czyEHm%uHxc-pgqxxU+U;BT*^Z#e*{zq9({XfIP{|un8d-9**@zm=VBYsDIm)El7 z|KSD-R_A}9;6C}E;kd?shL&Vd$k@M@|9)rwpQ2sAG`?+qC$r*-{X>b5_J8?*9sm1X z{Xc`u;(vnu!v7gA{AXBGf4`{y6ok{L6-X94(I1QC$;tN&xwDRgTmH4TmFZz`hNy- z_ggjo{~4UiHvVU5G^+ntsw&$4ZJPGa{mQF<%d`HO->v-HAC!3WuGxQ3^Z%#UzvajL ze{FA*|1&V9{AYOd%1h(lrK9!cPvmd>(0}qLQXbW`l3G;Df&$&ahAaF#ez0Es(TRVT zAJzYo-rE0%bMk+N?!|BI)c-Rq+#T_s;lND$AG;=X*>BkxfA%N)H#_d1_G0d+o|Vu1 zX#bb@*71KVC;u}Xy)q^6@6xV+`6ui*euzK$W0O6qJ74@p@x_uw{cm-`Ki4__?Qi<$ zf0SUDh}35$?VtUL|4ohfr#hW}GMyHAFZ~h!&oD9S`M>?~{}~*-z8c*Ljrw!v-M5X8(k-+k^88b!Fp_n^U+GD4D^B|cCJWl>%?Pdh0|iRLawYNuuRNd61{NhM=#{I-n{5~BT^=v zpzFjF2gq%5tp6D}!O@$1&HjU#|HnleK}BbO><|6_3`$$i|E=5quVLz)aQ+YR|6H@@ z|N2}1mr;Aif<#x507hImM*QIYpJI9SufOj9!m{q$4*ll+pLFj0XSn{l{sm{`l^ z*Sa*;aN(=NY{C!Ae|+$t;p>(E42n@(r#|fe@uB|LtNICRqkg_A|9#|d{fXZ_+y7pg zzx-#bNMKBR0eEN`G`x(4!@ZFmK5O0d2mAkYUAO=G>p#OUrtqDUYxhroRdZe7Kf~$$ z^Iw#U1iDtIpKZl6j45v#=qkeadOvzy`0yY1e})rli~lpkum8`mK($;1GTM#i9GEl1 zkxPB;z3aFiy#Lc}ZvXYy{a;LBrFMdgw=U|^W@^IIAL1ANaQsh&{ohji6Jcvpk;<-p z)w2IS+Q)ygd#wAPp=9~Xe~GRl;fi-e0$mxfVe}04Z1qxI=nnzxUwSHBnk<2l(svS5GqZ`lpWpN=iu z_U`yTZYh>(-t9;9+3xr#_Qy6DTAZ1eMI2w*_S7Gp z&-rG{ecqT?Qgw?&D|7zb@cUT-2o@L1wJ2xc}P9ZoWa&e}>QvTc)ggF!_#>q1+DjK+3ac&!nPHn_D<~wuvkL@e@XnEzU>wkup<$(`Nx!XP5H!)uRJ8{C|7g-Pa63vre zYHRO~eqFj_)6TYMVk(@96RhTxJ}C?im;4a_&-3s6za`WEGdP>xys|YtflFi2ghSB8 zLwZ7q-Y4?m_3Qf?+9lf_3GF(B7s?IuA_xd*(a7s%=fYUE}m2_sAiMuQ!;5drnF(`pD=G;Z@kTBuahO6_on*6#&z=vC3co-7S#MPH_rCA-RtT8rIinVE=g}p zG8bT~zdGT7f!y%|i*I&Y-+(9Wcr+GuF@W&TRb3hj_zBbv@KKyi3LlQQKe*zym~Udn z^u#kw3G>Y!UwM9g*7fxoKX!g(dv@quJpYTL%3y_~XHWfos#1IOi^Z#YEtbqbaUa+A z&0Z4wB5ab*uih(enoM�^9iB7jYi=Q@2x|p~ki}FK>@?v9!C)#Y(Y*ZQSb|(|)Bo z$oIN`xc_j$+@x!Ne3t$><0-mWe(yYI&p+S()lGeUVpYeAF42$#1_OpK3s}j|)coon zzdk+Q^Cvy`!CxaMUEL*j%ay*|vHSR+p`nlcxBJV$Kc$89H=B#`FH-`F7N*g3unD~ef%G1WW|KIgEi-i|F$Gg4XwLmv-jtJhI!Sy zp4&Xy+q7}kmab@4k-#7WP@-JarNMl(#_&Ib9RGiYSpQF=t0Uti{xkHm|7TdY{3qAd z_4AI`@A1F>r+>%k`n#IH>SqMHik>KEwX;;|w~OhS`FhKvnXU#|&zJnsE1&GXQ}503 zx3Zq+KXg5+3H{HYthVq!Lp=YV*IRys|7TFhUjOUIe}Ng!o{>rwaH`{OT_G{_erg27vP2HC0d4KXjxt;4~&6s)d z(50!Sb+hAt?L6+y?l0K8o@-NPe)g?@^~yUwu4_-NU%YQ+%EUDnk3VbgN${F+^89+4 zXM3*gO`N!8Khu_S7xu0*tC??h9FU*Mv}fK<;|NzjBd@coH}6+osqR;h_e$^NPgaq@ zxWKoqpyogcT8+PR)yq268ozp``R$)|%g+|_|JnWXUwfgeNcgsz8_=qQaUy%0jXm2U zQ;Cvpm)(3R!Yn_x%PqItb6xdg^|5VMc@xVQMtN+0WgaN8gsVu=O~QKb33cX=zn;~^ z{AeytEZ1-UVrjE-LejIRb)P2LJ^Ce6YCkpnNB)NkejBsv)Pnw{sdQcJzjt17$-nA) zdoLEx5A27phdq0J#N2R8;aTyCIT8uGo`~fy3t{|meeETsRZ5FALIWEZ4lrMu1{z6d z1p81V(1DD`O?c<4`<#CQ>sQ^qZ~AXi)T8n#&oYfa8`|IbzCLGBqnz-62Cm{G{~132 zUHqTn{!RNIcT4AU*D$ZCh(03xN~-m2%SO+v3ysV>bB|v59(epz_N5iz0bqFhg4Cwu zqkUQx{(&Du_qJ5kT$?DJUi7cp;M@bl9?dW7u61SJyvyG4hq( zE!Hw=&qn1H?E9CNhy;4>-rWN#=V16_JWu`c=Kl=Wga5Q+6H(uv7`jXffnJS(h}$C6>*SHG?o^VEu$OZlg6JnPTtH8(S?|ETU+Uhc467vHyD zUCG{KW$rH5wmYMye!0YE)2WwE_V3yqQCBH{YR|K-J$7c>WQz{INbNdZ@MC3hNZ;OT z?T(Mu3*UL|;4ty;ysLg?>8kxJ?Jw>8rLjiq>fFfUvv=p3Xap~0<;pstv8e0J6_78r zQCoXwQQOORPVT#Z`m0@bNBz_L=f7BYX)M~i`5C-nA$)b8@Q+3R8A5mO%l@mf^~ih8 zGndkzCDreIA6oy=uVVhc`YrXpf2;pzkX~Q5sJrXQ{#?THMt zp2!~eL(_K6`Bl=Nx-KrlO;zDI_Xd^+#fSN-_z!K}zxnI?U(%-bzkmE^_!C>?FYP2$ zIAv?x@(_d2=b{?N-CtB46@Bub;pVUJe|cxk|NE!@pI-l)zt#WR&ieoRXaAo;JoxXz z_J8>Yr~aMa@h|?U+(y?*`)_r7|1&tJE&tC@FAo~0`E3sxu-F{@pJ9Lhe} z)hYk17a?T6`?ogvpZnS5Z~o|i`X}(UNciOc4C$}$e=*Cd|Nikm!;f9|C_a$CB~kzE zk3@a?Bm3ze-PZ)h`Tw22zW&0^mH!#;AOFwr=*7SD*Z053x$>Xk{p0@(A4}>p68|&I z{*Xu~=ZhY!k^RpwG41)k{n4Poog=8uDLodIHEU{5nzpUeyL(3EqFreY{_7ZDA6OJ| zN~n3dS=U|3r81jE!&WWjxaapb-1paf$BS{G;S9Fj{}~+TdjDr&n*Rqhz|$Q2pJBnd zrT-Zk{r{Ps|9Z##^FN;V{~5wQ+yDIfC*Xv&xudII% z{GXv$KK5|E{e#1QqtEmB*e|47uYuAKkp*PrBn>H7%##-z5K_s@TZX8y1F#{U`S$M@8q`F>0Lz{GaTz*_i+FG4~hTQKCA!y`eXmkdB0sN#8KRV5)_covcJ0L{J+{d z!~YD%_cPWr{by)F4pS5KfUw)$_OJe6`>*XY|1+Flf6V?_<`2Z!>dss{%X>meyC#X= z{T?!>MCR*iIp6z#SjiOFn<4!ig9^Sct0aN8$$ z|1(^0tN;DtKSM9F9{a1A{~697{cgN@zUY4jJNbXC@}I4wwC8=w`_J$~+5YdB`eXfS z@BcL!|7W=G{wL$tTKk_r_C1sNvHs_W{|p~A{xi(Ha53il0!(ug3llm;Ez54!`&{s{ZrG+B23P<3B(A&+s7dKZEhYMLXXkxfR(9 zt1ka%nBV;_@qE{RhWY&e8JPNi&gB(7kK|TlFVu$3|MMrln6D=M&yV^aBK2opWG_Xj zI-lDig8f>1t8S^~mzQ#?IlINw%-Jexd9x)VM z>Zdom`}(T#+Z*3rAyE93LCcf$emWH>L%cjB&H1dZBH@|G%J#ARXPDr!|LcePFQV(3 zcK&Bzsz0F=|LceSFRts3@!Gxr87k(l{3>Dp!1;p4qONCFPS9~7csCu!-?MPn_0`v> zm`B~Se|Pz7|Esdp_)mt*|4IJy@X}bc!+$$$yaF3-`epu)Z~5QPe-bTP`O^O5oBQwQ zKhb(xwPXL|(^r1REdG0JI%J^s`65{J4xJWV{lNbxi}!zqc=rDcj!~!9#v}Z3?eyP! zb*sPH$lU+&Wv}WlSyqw2m~{B49JGstJl@LqG$hcqcIL<9*(ip-(4PN6{ZEtXe}?tV z{}~pnEfM{+XKoAM9r^<-ShnO`|CZ>(x_&7j1v? zVcv?BJAHT0f46$hzXe=JcC8Gb9@BYsq8)P4KYnt5J{D((3PZ#Y!oT&TumB#(u z7GB!PNA5{ov$3{1zA9?Q)&C4vPc1L9ztI1ra!u8_f+_MkQ)h0~y7Jo5Z_Z@@Ra{!< z<|o#!@VXcg8FTl<>YbA~W}cAS!MxNy;L=uG%fPL?R-evTD)M|Vsor>9Qs&}G?c!+1 zU0bf~w4C}oHvZk-{|roXMFN8&plOwH{gVF-$2ZsStDmrXsy}kt(7t-~KZ9J{@>5Uc z-$$DKqOQ%$Zp3AUXJ;lepEoWE{qj|P!}n#A^G?k4bhY%nskBw}ruyN2 z0h8!6)3om2F`DzQyZ_qGyZP={O0p-iEzG%S%(L=bX!}MPscRKgTdqD8n|Rh;zHPmp zSEz8^vRaX_ZBrlaEe`4MO+LU2l0E^jo8Kd={_i(-ncPqH2wx)JsWf6)pC? zoNp@0b?Z=s{=MWw{VUg6+NiJ6$_vhW{(IGP`xQ*v+N8F6e0I}aEcqzo@^qaglMOUh z>M2gUm)4eX%TnaQYCc!@h%J{loB5iSfD;RJ_MZP+pQ??o=O6hu_4(I(6@J_+N{YXI_up(Z&86^r$k&r!zODDy%D?5Qx4Q25%vsSl zkM8TwduBHEk+1JpjpVu4BA!f8^leC1mq}Xt$FWUe+vWzAC7UL{vidjw+WO4+554sn z{2PASXP&(MeZSAgpJC>G3j3n3%zJqC?YS`B#f-K6`}bG9T(w+AW#`lL<(H#nzRXeW z?pLYQ+4Zt`&Y~{u!?xgIX;4W7%0;ifKIOf(z5n-?zsbMm&J6$4llh;at$vbFm&Q8b zx1jDkf5Z>YMMoZej+@DBWq$L4O6@(yB73IApVz#XsPVkM_@n9>Dc>Vy-^wn{m|C+m z-#GK2$^?HExfzdk`!{*4e&EsZ>bj8d*K_tuo%MTcL?70A#VSdtgbN84>KL>!p8UCe zThVdb!uejmJT5;u6zsKJscQS(`E&gR-xkNXEOoq=?XpW{d;QZ_Mf5!B30&ze~k|$D4}hb%ZakQOz|v@3v#-j$PZjo@I8;{iL<+ z02{mAlj}1sMn8Q0oAdLn=VFP?zuvODo}Ox5$DUsK_-{eBzK+n*Z?02Xn@+c@h!i)+;U&`mwWf0)SRtI{Lio@CYP$$mum56Zvafv_Km;RJLDt@@SIwR-pqDhsF zx8xNC!)4oS>%Bf{OP^jXJ+V05`k+x0^TLCYuY+UnWz9N!#k0`l`{utV4*r}y@6e8n zq`kfB9Qu`CZP(;Qe%%wIbv5&H*X`K<4C_yPUC&a{QL)&6SKqs9D${gyR#>`+vCGIW zlz6sh_c5uGD*sOXoW%1}`goErMzAq|IH!H-5Bs9}Lxzj)#J(z85_E?7?Bq{JR`D^~ z?V0siUNp;l^^c~{0S-=H{}~i)%NiK|GOU}EozKso`SIWUtNqq$Jz{p-ukLUC5%0TS ze&Tdjk?={i0ibd}Y<;8s6G8pIHS&L1v$eL?AeT7N`rj*mt-tc2xc>2_FVkOu%B;dU zuu)L<1raB9rME2J(PVHmK`8lZf6PDiFKcwQkIb6=D&V;FnvEwFoMtl|^Rqab^8-sc zwAkxELreB=huZd&zy18~@BNkDe`;Uvu_ag4B|mBF%70z?c~!`RS1X<8-hH)yEtkDO zVu$XU2aK9JOMdn3U;cHS+b(+<$C~XcZ4a-$J!eg{8`E$3`ns>@!Y9tKex$mzKUzQR z@bPHSBz$@T$d{n$amrd>+84i`xcC0>Wz`vX;!HKfcbu@0Z>>C!Hv|8cF7;BmF8xv+B4q^;+8O1Y+5ru&DBS4;k~U3=!%8cv@4y(vL{cJKIuU&iM5 z&1CBm-MDjU?Ebj=rOxU-I!jn@B^xcr}i z=Rbprsz_jr`fX5CM(*whsh?^e_MYu~`0RGfwA=qqGdBNhTd)1mtas(jAG2N^tB$-^ zKDVdBspdk&gZ1k&=ZSn|{m;<$HFW=m1W)Od-hFSnU(_Gl>vsFmzn*Ik?z}Ajc(yOh zwr}UJN&GM4j%WoOdHB$8&Ci&6k(#M7cGkMbLysh`toFF_vfAW7!|7jl?o`}&{NeW@ zi$!Nc=9)gv7jKrZ{y8Cfw#NQreoKxGZ}yUG@rj)E73!^T<6Lu297*SLe9-m8rvCBn z`y#Ac`{XxezPR1uxanNAnEmCS*X8~8r7R4!(t4?#{kKxM@!`$TLno7^dzRbPm%iP* z`+I%c^8FR{kw40d*F+y&?7Up}_asHb%wuNf_zG^bS)8xh{gLnc;c2tNOuuYPpJpj` z`P??6hu^;a^t*g{p7!Ay(N)ne_GxUosy8XTjVQ-p z@89%EIq%*1=Zkut@FerpYFDHMR%GtfSXmNw=h523liQL#9nW6gwrStW*GvDs-}6vo zQPs>=UQwfXPoKe=|st<(SU>8oA1#(##wrI2M3mM>b% zS(VDQgmXvF6Z)w8ynWrwhk>ShW_(UeZn*J|KRH$+ zGq~6P-s;88M$0=^I<7HUYk&U4;@YM0QCa=VZMPgNE$Ujxse7KK>e=4zpzv)UST4TO zkqWuo<>h%U{`B$qm}^=!K9_hRtGOSl*}dR!f4=)yxawnh$=KHy|4!1_cRG#Fi|w?f zthu~@{`1%m^W=FYclgiT*WMmA&DvW{`|6~{~78o|7Yl4allHTd(M+7yW$tFtCmU4JT_Is+<)zs{Zr4$AHAow z|N2vnBL~x#YckE-_ojN*^VQetAEv&D|NL@g{rxTf86LepUz51<;F^lA*MZwSgEY%> zg%~6fndUs0_h`dWCwciT&(ib4!&d!0efYP<()+)zpE< z?>>LEZh7R`%wlmF9%94Vq^^sTgOuZXbZiL1Ovb)MZ4$*Fw?dYvK7kK0Sfrn3> zx_UtU=AC@7_89Z26^pul8$a&5eqjD5j_LpQ@&9YudLi5%t)Kd|aQ}PZuXc;s|8P`+ zdb`Ixpk*s^FBi-XpJE>Mwdzyb>*(WuZ`E!5>vv}LKR1*A42SJca=MCybAEdWYK!B* zZ2Km|d!nJX@JzBkT>MXE)qL$K^*b(o`Ojdms7rg!7jV?T#tM*WN}>xEZOF9EsxFQ7 zo9!&#qSTPFti}IOMmqL|OaJ?5ANIyb$EP3#|EuPHTrFMfFsaUeVg=zxVtNe^p_*|KrOl z?=Mzd8jE(EgH7IJ9Y`2WKFGNpIoZJ2u;laR5AVa-d$T>Kz2eQQW{o_PX5!?i81lSL zZvWE!`a`TM{xe*-S^l4)ZuWnMzL5V6?DbC~L2KKuf!DT2J)ISE-u1iwCzIewQRd$_ zH~(j7;ST)IuyE7+e}B!v%cli&-T$?n-v9f{{Xa#!Pif`s*56q_;pg+af8YN($Nvvm zw*QC2R{3AjdjA>TU#|an>b=II)0=)z|H*Fid;i}53^Nb@XFzjK;C}`VvBm!xoKx@r z{gwaEGWMxRWLbRCe+Gr;^UJ^Q|7>B8YNGu^rYrR?a(4e`*zfzF;kfpmMcsO*-^D+X z`TXwR_kZc^XvVq!QHbjQ%R9aP`^)`5o|aDuOuboq`cLz`+WYtZGn{$wp8?f4(2{Z# zzpwk$r33bD@%i1q@Bf@5k7AzuhsG@XFJ`g-8SXCwtyRAl=sG?1yZ$G>%J22n{~3&% z(SvfG^I`p zw-vQc-t}V7pWY3hCa>69TebhQ#(#!GO!hCd|1(Vb&+vDu{D+4AUtIqgp6vh6kQ%#J z^z;5(5q+=!Gcfl5lxsKn&oC?ghsge)${qh1T3G5Yg#Twy{m<}Q%l;vw{1?&x3@7XV zo!VWc@$b@+^7tP-^(QQs|GD&^;lR@W3@2sW|0pQ`Yuf))|3AY`P!w_eXIQZQpZ9-; zZ=ts@x__Idyz4*1f#iRVXYHR&|HrET&*KrYsr^43-2bxHe~SOluxZ^r(CTd2>;IVL zKk;S$XE53SL9_moyWoEY4uqj0^~l~T`x5wfX~(<$A0+-WOepsM37XFG{?9PU0@>Wf z{{#g8GdRZonf{;Q&Fbx-h1%|={}~#N|7o68e^&nwSNxxeM^KDK3oX!EZR_=a*zBLk zT>h6?{~+i;!;?N`WK&n5hTGd0i+_6y-mQON_@6=H+5FF-S-0u`8B{9Qx7paMtxfo@ zxnl2zNUvPMcjp)^U)g4d{}b5xpW%hM`rn`Se?lXFN7^?;7|2XK2x@|HXUqKSQ1W ze+E(aKZ?cw87}1c|Nd0}W7Qjt#R$9Dwg096XK3{PbIu;cTk;=T&;Ms|+-d**wnJw$EyF?;y=R=r|16}7TlTt{mFlZk0JGk#O?pGJ^9bDU;RHr z*SbSp_FF&JpMgYo(ZG8tA!FM2;wWRs73Xsnp3rD{Fo&-~X|LU$*GS8>{^pFl^Y5qsoOwU#O8pD-^8XCA=Aan3u~q&T@7@0l_kI5}91ZIgsV&=H z`d$AM|C=-B>EBQPIrDyFmi-s$-TxW(&Hm5OwfId`|6jIu{~6vd1BJd@m)-8@U7+&z zTblId-%tOgm7|y!_)XXSUvqi=_sjJkLl?Ws$F98#Dh+=d^WOaX=|6+9HHvX7P&{&R zQUAJY@Af_Y=lFMK+naws>u1hIGA*RGJMcflg1h(se!2fAG~=TC_3UzRDgN)w;j;Rg z{b$ah7={)qi(hZuy?$r?g!;6^-S+$9pQWRiCXW(AQ6_<3Z{59qXa5QN%?5Yp-`D?a zQKhkH--aK-*X;QIGo08AT9>{Sv@X4D>rvD>_qW-z>V-8~kroYNv^&q6=7?{bwktTm9AiaJ|5*j742PjW5D#V{EjgecSy{%(MUPiw4c~ynH&3jj9J`*bD)SeO}K4U!PT_TX`L^Kx=Q$?!Wieuc;4S%>3`W zyk}k8T9Lpgc{fmt4i_%?66jjH^XJCb@@Q>=NBhvj@T`63l%_6?l{n|1!e`eQ|7V!M z^Pl1Cm;1lC!k1h}6PP=@ewTgduh|dxca)k0y4K8m(F$5-hy%;aKb-%Q@$7$wcwO+k z)z>pMX8#!`$lU+>>HaUS>;6$```=Hstv}IY{{b|?Rv?YF84NNUC5*&S^Y5|PfA7Pu z*{{6V_@AM=f60F5ur7_Y{ENXMjb&vNNF1EZ?)Ri*}LYh>s@l^Re0|<34x7YlW*`B71&ELc>hgzzx+%f{?#_INmK6#Rkye)UuXI9 zXia47t^3hyk4`;fZm?0olc({@6ligG8|{lB?6^)FnX z3YzIwfiIlB6!0`$)q3t+k-*3)u-F%UcAw`z!xLuvzqRK7nx?)qMdd$FyZ^5LYTdFQ z`Hy6MMFQj1suW!{o;=#+9na@BiEYQ66YL*WJ+|*HeOM5>(RY=1?wM6#t@a(y@7*iu z@cM9K^ zvrP9cvApp+T6_1x84Brgd)c35ewWJqx=Vc8%|m@l5*mMo`>%>!Ha%%xh*#x}?i(Ri za%--CvN3jB^=fxxTub=Uzf)U!UEAlnzm=cXZhtLn$IcbMm#YUyMf;cPPiINJy??>4 ztLFuymabdmlAz_W@PO>z`l&fTN`qv@&xf9tJ#*t#;XHe}E}x*d8uje0|>HKfl60A4=4|FxSU8^KkW7#n9E9E3Rx?uInli-cbfhn53oV;7I3h z-8&M_nePayHOg)?ES}VLch>gQGP_I1-n~h?$6omQLS5SY;$`u-7gpxZ(Rk&?AwRV= zYVD&;GtMVRmOM|%z7ZnDx9(RA6q%ZEK5e}to1j>I!)DV<+u06QCpu}v7LX*=s&|lseS($=54$G{c?S4>iuZX z^pbC%rs~Z&8GKyXbfMYGbx!79pN`o^G1xB+NT2ubr_cIbk&)qL4By^HB#ZGb<*`v& zTEF#gmAL2Cz0a=h=`{Ik_U^YD$3Mq|Wfr1Yj}QN9@rdDgdORhsK0v!XY^RjpwCjc*ef8`3S1SYi_k~}kzsS1iD!T9sc-T4^V|$3``iK5}`}Tfo+U}jFs6A)do9A|q zFYV<%TqnQz!lOdQ%(ThxPyO}y!n|RGl}onHKF>(CzgL1Mf=yh_|-O1Yv~(l=GyD*TKAn}**k2KSE+3@ z2@_gk_TfYTzmC}-86nTF-;P?xek`4~cHzlX)1KAF8j6k5p~nmF%U{}+b?KnRDTB#D zvER~FrEYdjQ4P{O7Q5YD+EpZcS~YBPpPk=TB>eXL*>W3^_Wx>cU8jw-6D&MC=JJo3 z9vX|fCW32+O8frxdN%2gt@GJmP7=(_ReQZteA&bA{eM^r>~Gn7eeL>St3iUORW+{6#Os!X|b+XgD!(#Ty2%SD;nwC+#=? zXIMAsKf{Z(J?+P$^1I(CZL`yu^zq`&7P;C7vnTdE<|(|jTfQkQPDOk}yz!m?42cp? zL*uvf>(|vkpZ9L(d5hJPzMBhG%{%BS5~d1vD!8uMe%Sse!}5_euX~4|Wv^KRK@>bhf05`37d?{|sy5{(X&FzTrPZ|Lgi+ulAqYvgp=I z>GJqlYW3V!{-XaGPUzHMcl^^^baD4_r4v1&Q=SOk+BF|Zd=m{{j863KJt6Y6tUZ)mw$8I=iTQ&cX!|J;y_5Zm%FRtdrSJVFZK>L5I(tWc>C}Y7C!JRAzHKxA%C)EO zb|>;UK1wY3c_8%hSJP8B4(R1Q-fqP4eNLXT#p+wzx=mZOH71`6D!Ad3yT;(govhXz zSB>T6Wxs3oKM)U^s`i-Ewy)Xi%7d#y9<6VJ=f zSYBawFMg|MQAo$3T$a8i6aR_4EqbZ^QFZf^B!PwJm#fUbaJ|;++&->p$^v_zny$MZ z{+~hr)HA_;)kr7l=r3kl-8Z+X?${G>TJk5O8 zCrr!MxTmV4oU=i0#_Py`g4?IuH$8SqIYeQjj8JuWZcS>&Gi|;Fb5gTk?wfu8#3_+Q zFD$pO(s*6wbnNexpI=goqvP}^MhCgDt12`6^;FxK{iIl`U}@J%j+~hMV@jsJ0*>; zXCAFGKlHrPqWja_~87rb?M?r8~Xk; z98P6E%;6q3_2i$AG3;IYpQK!|fBo=3!`!m_-0Q-8#j1`GS95ggS)H8q zf8U>ZesPsOq*>a=WH!ZGP?khx;G)t1s%(e%`+t)T#wxa$B}t43BW`L0KE$eoOUw z`yT!LrT0$qOm=&BbfL<69gkOx?_b8Uiu|0rMw?Y6&;wk5f(Gp4azC8^=V1Jw;riwJ z7n*UC(fDP#|6cqJf0f_%Pw~n{SJ6-Di$qm7cdSdA*r+IDczolE7t6&SU3SWPb?n~u z)wknrb|iU*Zf`ry*!S=2^yQ~z#5ekCBy}9@V4kPNrM+yQ(b}q2Ti%xD&Fy*UWzes6 z<5m4brA_}C=7r0DKLK9ajLdtwV%__`cb*^hcZPBK6ua{>U*QfINxoxp(eq`;t$ILRuK>OwPl9R6l@k) zJWp${=uyrco}PJIO|xDdkNnTTsoVeO)6V}4`@+Es#it$rR~hr4;lB1i(~}qDuKzmP z`)=R+AL{y7GJgJjHf{F`_v%{NqdO*=Dae~Ko>2K__jPgVqX1>@a&BY($3DeB!Yy43 zFP|+mdF{0&HC^}1<##622Fotq2ZL5|wX z>y9gh@1|d$toNUxeD!PjD=!ZGXV`oEQvAZzt|DRW7r}LS={~NHx_#Zt&*qnkp5AqzCFH;F_~re@G-FZMg*xwm;&B^?wGXv*-WTZU5IW_11M! z)W&G$AD<;6fvz5)HDa*IbQBtGgnq9Yn!uhnxBp)Jwf@R|-apPO7jiu87U(=ubXZTaJX{y=X z=etD0&u2Wl9lUd^zd_T)%?y6*HiG|L3)4(QKD;xUx;5(cFWCqSzol^z+I#(j z7w!4{=GXSW?CUR@g*9L=jh5Tm_ z{g=M*VqE37+US4H-|v6FUH>tpc7E7@h6R7W|NVCVPpEvr^8XC>;dd2&Ez|y2`%nAN zd1t&<*e&$`SGRtb<5!>XKfnKk|D4zETKW9u*Zg1n_v`QHg61huta6(F=Wl#T^Q#%_ ze}4b5{U2YPJ9QYu`)utA_EP-+zpMRwXO?e17`X z{V(im|1;EX2Mvp(*!7jG{`1$`OZ=;n_CLS>X#bfnR@&$7&abY&Q1|=a@BDvS{it@m z68X>Y{MGLz@*zj-&+k84Kl4RN_&n6$K(*|O=6{CsSHFAMtpsg9sqgyFU>uK@JwLDK z$^5>(j9+!z+QPJ^pry*{ppA9>@t3yNZ!C@fC8=L;23i;rQy0rMW9HebUhlK*m1nhN z?JC@&w>R)cU`+itz19C2oK@dHyZHBLe|e_wpI!g4^yJ^^{6GKfdnxtl+CTrJ zvaO=W|1%`L+W*BU?jIWX zl>tL0wpyLF|NF!KPi*er z>H5#(i>>!xVaC{-0j|kMQ#PFUJ1=8S3~U;lF=w?HT(~ z)wsf>vR5Q9-lb+G<);X>A@>XY zbsU)axt7MFT_2lVzX7?-!@S8xc;8{tD0~8KLoyjPlv(jx#fRkk$1kPB8OY} z+G#b$KkJtF&-&Xx|3%rBK-VhwN!TI{CRX#*RU|x;orJyeIL=(sV0tQg8ppXamt9`! zWUJ(@>oHohT%kW8gYgQ|iYd{D`y>!Yi+tBY4)e;J%YX0w>b`#Be}=v5-9Tf+pVe=I z<^fnmLauGQZeAquHuve=11BRcY&^b>)ns;=Q?6>6v#TB6@!mz}zHzUPNfo^k{X;r> zn!>x>MD-tX&hsw_M*KS0zamp;RouZ1=64H<)_yVF@?q=B zm%s>F*hnn14f0BCjCE$aAxrV9+0mBb#au4Aeb&us+lFb}-)DSS{3`R9(CnvOyVZhv zM4!CrDhc~DPxz{+x#srbzgLUrUtx@xE^s>E*x4jkrmG;dU1`for?vWhx`KXtt@g7_ zR$kPltsDT$1Qeu=ko>Q6<^5+k)~~t|*w$ zd$}&T&JWzxaa19ABA3CzyYCz=Hat&E&RvO#cSQqw~Km2XWr!F8iEz|DL`YZho)?A+~o=md&S!9&H?sC_c z{MK`yGQO+co$+_^O3QzOao0kv;x4*RzIQ$T2mAT-DX&)r&EN9fhmYLr%iUYRfwR=UqK4A|KcN)%(vN^x0~i zWJ%DgMf;iO;yM;MYwhH7%9JKsjs2JL|{4!e0MqK0HhJ@ym}#9ySY_ zOgzSMcV4;7llkWs;W|)fS31`_Q5mh3cB{89JnmJIacscued55s4)3Yzqc2 zZ%wtFuO`Zo1H1IP7m4Zry(f15LRfAyF1@>7#59&tb2>-kPL?#|PsTL$7ce*gZy zZq};8L*DaZzSo*=JnwlZV#g=+h>Xpix2F4#PIJ<<_~%Yy%*E+DA7nSR)Q z`m2hc>u>!0*PiVv627DoRvNMDmIrUWxMlWSuaDafGl|))sb+lV$No6ps$$Noszv`9 z4h66Hu&ed(66Ko=FaMo55%|UQg`C}<9UtfSyxk+e%)@o*mf7o`#LaHMXa7O)z<-8} zzgqTv+sb~`buWmFa#L<%R&rasfl)i7dTr&TuU7M${xf{?e*@mq^hyQX>xN`Eb4l#@bx}OA@Xs41^*e)&qRb5E!wB-^lBV;ZrDBj@GqHpAtwxri}qJ~ z$`{u1S>JeM_3v1RJ z3%O<-f1f_#QoZf|`Ae%lX)V%HY7LcO;9;=UKC~b8z?pTMALcid_H$P>)j9|4+%Qd3 zH%dUETzAJVxmOlHeHp4kMFJh*gBp9xkykN2jgv-pC>R6i`ua(v9!d-3?f#r&PUJi#k3y?>W<^ug24gIeC6D*L{) zXGfL3-M86x%LcDYTh?yo^7}K7!$hCUcGhr^ND|-`-nU6m|kT0KO^q-+)y)$FSa{pPPCP8645B4n#TCVf*)uZ>x_U>DE&JJxN*!TA@r9sYdEo_Vd*yEo{8rF+_G~{kEqp;u8%7%KCPIdv8d~le*~;fL~q2-^hX&pd!0I;=U@EF z$ItdBKmR4WRwOWP;uG-bsYsxM9DC}6`5oJYPn!0wy}M>o!F#@iQpUyeJnFKwam}*s zo48K<(ejqB@}ki<+?Sut6x>#>|9msgJ7$SP^S!Q_>U~u`^3)FRA#gkYGvJwJaJhQ} zv@u*6R#4d$E$Y%<(|jE?4UBwzspw&}gO@ZgmW6?`0SvF_MJy568IIH~Id|6n?)_D^ zHT{3zRvCwNX{?`VcLEl&*ywbmJ#q`y)uZ%E^1yp?&!g|jg%!ETG}*;3czYLU@&yUA zp9=|eEuBEZk*2ULflQOt+<-Kb12JyZ;`xAjj=_1f{mgHV{b$(Yf92;J`45UOL;_ul z;jLW^527UJDW{M_Zhf@QkMvJ}{pC%6%iCXgo3W_tOTP-XSc8d?*nULnS;0q@$tjFs zsSu53oQJYu1np>ySjf>2wuFyHA;2uj;`E47rLh)E{zOUwujH3N7%vb(r03T8$ z62SPMfs<|Te+I|B{)hvU2GIVjo^atKyOU2&)&v5?Ae}?ZLF1osJYX7u;XZ^&wTkAjD@BPm(1BW`fQ}U-kD|O$l`p;ne z`~J`N+j^iO(E8s$GJdDt|MS=XKSMpQNZ^}=e^$SXe3a#?ZnEm@OveaT^&Y~{cDfUxqPycCutN!Qw z`}$|{x1#$0vVeBAe6H_B;UGfsQvI2K-~T24T?$(8?ezZNe+Kg(7g2ex@Q4}m#)?(V zTbe4^bv|JCww`T|Hu{|4{CdE)LL|`FNjt@R%F^BH|L$L}e_^^3dO+CiU+@32Z3Q3x zwWzDiiT~~2@_)@y)4>`0?|#r^Pj(PA+iEO2!Th@(bdK3I(8dq{eEeo?mqEv-Jgs7tf)|4jflLff4H literal 31077 zcmex=$<%PwSRFvdYWaQ-KK!z}~va+(XvGZ|o z@X3h?ipY@+{vTiv|EDQ{cwTw*63@n1ILW+itY{G$w>`H|qMvW5}awt1(JSZA; z@q>zSQc)8pmzcPOq?D?fx`w8fiK&^ng{76Vi>sTvho@I?NN8AiL}XNQN@`kqMrKxV zNoiSmMP*fUOKV$uM`zch$y26In?7UatVN5LEM2yI#mZHiHgDOwZTpU$yAB;ba`f2o z6DLnyx_ss8wd*%--g@}x@sp>|p1*kc>f@)+U%r0({^RE_kiQrin8CgR5fG1|`Ad+2 ziIItgg_(sNL#Nz~4os{_Ry;>bO1x z-CnojgUE)r(JzBC^6x7IG%GF}B}LyxDj{c_Ukc>5KJ~?X&!E z^}Rnd>+AideX`wUSJp}#uV3ZW{#_ggEOW$UlhL%ZXiocxj(fjPJS^%lx$-c`jo5 zba{>#3q!o@)lL3M+VAIDeY+fZ`R!J2?v8i4dW#|#%rc%jQG#g=e}N-ggZiR<`hS<$ zXX}PtkK6rW`=Ot?585u?lJ3o192pfZW6)w2qVXhO;rTW;&X3XcBL6N~9o_!z>9n;U z&0bw>`&gKfZ+E^we)5y!P#0Z4c>mVv|(lO8)T`>-VaD43Sg& zp<4WyS1fYvrQZ(IzTKVrQAH;)?U=h;*kk1#3;3>e{n_@xyxY$5$NeMM?n!^x-*1y% zzv@nVM#6uFmcESbEJ1HS+pJp5wd7NE_|p1ATmEjUf1&!={*TV%{|rxNG5r45_2c)q z>JR2`4VTm;T-YivfA7aUf8Imszq9WCn5nl&;h=)=Ma~=B&jtVRNd$N4BLa z%{Hvh%z1of(zmA%H*V8CbyOxxdQO$5Ew{{^3H+C|v_DUF-|^%6Z_7Vk-M&*xxo=y1 z^R}J4+p{pamQh7$PR;T*#tjmJ=VjzC+M0cmb@tn~fBW4hcMeT<-;wY(f#bxRf()jk zBH@SRx5^*=&mi~X_M^Aw51nUm&PbcF+NDf1JiACIf19<)g@`hHSD-t}V4@veP}72=2XRsHBb zdP{Al4zrQ7?JJ$bJ&jMF7pe#puvM;~WE1*3@W=8a^>SNc^$$oLnIvEoSC}oA4<+vWX z?7! z(HV~biS;UPi)xMIUH%=JFI*G<=&yM2hvR+9`(_7Tny9*U->%ka-W?GWLT~iXobveD zE9c@9CmDX(b!jYMq7d_+TYvldpO&YC~bOS7tUzXU8PI+@Qg@5Tg%Q*W&gSe(1NT-GRi|Bv2} z#~<{r+qj}a{Mhx4F{fD$aqqU?s}{NN?lI#jTJ8$ZR{xm(E$oN>+Ub+z`D0!R?N{@) z`{wdzYPZ54u?EZk3^K02t^ZxDTGp3mQz9O;*}d(Sb#?3Jc?nPb4sAZZ^MgAB|D*h< zFTZ1@eSesL&<@;qA#L}(^M_}}zP-CS&g!J1f~OrP7vs-P=Dr!CAN}8k|F${!q1$)E zN3qVece1QZpWeT5raWs=MXJWR{YDQg6s70r8Q!<4UjF9%x{BsU`EU9ko#%g5E*zgF z_U-#E+clSj-Yc1|Fl4Hl#523DF@yQ({+sg;Uijnnb}tB2LA)u(yCb*~mmb74KT z@%86zSJf}})-8;>eK0dybnO~JM-~ksjl~Wty4aW+EExE%{@nSS@Ab4<@^1x~xYsHj zn$;tGW3lA{A*-kCS2nfEz0v+MufeYH?+W|0lXjXF%MKrzC$<05m+Jovs*A47s<~Hs1UA6xVVQt^TFR!_Eh^W|e%bB7-bS5=e;?dZGz zyY8aU)w>(yDrQXWe|747e-Ohf*V?}h@^bYDo&U+a6nHVK{79|YCGA|-^U^omhvl<>%YWP6VR!Uf zzy6s|drp4KyFGEY+ZzKI%PrYrc4EJq)Ucc>Hd`?~$ zt#>`&$1ONN>xbRTJ*mGfYw~t(-Lz-(^x#W387DZ&X|GTTEigE&z0-qTLg6`k&-EAg zd-4}u`6u++Y6?Tgx-XK?eZJoMV9bBv0{e6MH!B~V=l`MnxUc(>zexPwX0L61Pt)d~ zoD{qC!9?+=u4$HO%#HW<-T%+fw)ltee+K9C|AO-Cf1IsR{cTYp?fGNk$7;_HZ95BV z^Ajs3Zo|f~(`{%)hOjzGp1UGxJzb{s?OXc~LD8BjKPn&Ax`xbn zaCM%TU7JUz{4bqr^Zy9HJ`}~e{*a|j$h5N0*;cJzE}kwrA?2~Sr!}JSpWxL#t9Q>A z9AMY~(EROmZSaw@TmDCU`TZ}iUAIJV-O}Zo*Ay69uzB2_@%DTe@9~A}H#D*^aVUII z+HYU~V8K7}3nlzrQDF-gM@8TCUG?%=_Kk#qRhM*HU6#5tYMlyj{%1JwpW#;A?2)V1nWYia z6@(j{KKJ|z5B$%-@}J>Hu6^4d#rntHuTNV(yMD>yZPK>6sRD;uChwgxL1v?5-0JP@ zEEBBzyZRp)fm>xn0lia6gl+2#Ld zXsW1K9lG(y>gtE4^V~0OwdPc>;5@bD;#+M6*}l7{YKx371hDU|3I98-M)RZaBevy_ zWxbEgx;yvUqGTiIJf%<9Q#>V(Jyl=C{NwtufFEVI55;e}JHJim`Lsv(y+5XiP4w0? z-?j8qgP+BD+0|do_8Z$||7TF2UHP9Oc~||*s0-{b=hj6ZeylBP{cZNHkJt9|TrbVNEC@F)JmmR<8^ za^HAmmb3AdR861cf;5(uyvLs8$e6J^85oBBGyI`_XxH;Yy2UP6N@jDc(cN-$-t8Q% zrn8fb0v{jvX*Pjhc886S_T&9O)I+b{iI*13 zR~Ho;DgFN$a_w*aJ|d_5QDwfM4S&+DDc=Q^vS!u9zwTCQjZBVze5#ez-IAf9sPJi= z#NVa=%xY{eE%@+kX?k{sd96Dz5Obszyp~{CCZNZ(Y|#2l?4{>R0Qm>n`5f z+Ph|!>fNVv_zO*&RJUX$@Jbr zn}n80C_bd zTRCa!#S#~aPDD@KKJ}bo18;Fv_}j>j+YfKkUiixFR_@z7-cLKX+FCi57#_EdWVCzg zY5O^T;g$gQXYbqpN&QLxyI@b5>3;@6$9mR1Ps3`X1GXC+o3%^{fPJcu)ewEJ?F~_{BLe^hi-G3z;%` z>G=YGY%k|+t>^bvoMm0@5clf9b89pHnHTE0^*rROm-%z&fBgJ-Uw?*)@?+g3+vd|Z zOEYDrGjB6LDLL7`FZ;{8E`~pseq?`ef3*IXyl8#a>wv6j)549|_g?#2TC?lBhWxXs z8xI_3UZ@cMVt(Tv!zC5QhobV^OtkBj{VzWhbXh(v@9B*1X(}6SPnvFZWvGj;G5XIi zdC77BW`^K1ySjPU*XGTxou3X+qu9S5pGmpR^yEFZ1d?@1Mfd zM}PV59eeceY)ZuAJ#G~plgykatXaNTrpR)A!GDIft3Q_iXK>(WtA8MS{y&3C`28;d z>__%<{b$I|@A#+nW9q~GyjfQ2Esr)|HMP)Huh7k7>FRsv8I-OdBWJ{aXpynef6V=GJmkZi&8mBk z98BG`Bf+Ds#L~^;O=a+#WBWuuEbp~5{daczt-eOJ9)&IQlHTU8jI!A_$+N-c#uB%f zCk#ewn;R!iJpNKvgz@L$hxsfuA%B=8|kK7B*w+uK}I?e%54zW#b% zr~IQm=)?Y&bz6It4@b3k<}Xh1D0!{_b<$>onCI+V#*+#P7#Hv}{B8TEUGe*o-{MC* z_GGWG&sy4Iwl>G^IE!6mvEKWy9y`xnyl$&~Y@c0?$j9f0_IFOIcz(dF{JNFJ9`kGF zVSm+x#$mg!(rbUeY*w6uWVQuNF7H-{g{i~gv3eDt3A$2$R0Ke~^8e_d)iMNcNm zZRx3n3KQp?xWiN+T6wPUZ3yGfvyb-QGJouU#Gdc`gBfddr>;-_ZF}NU$;-N{1?_Fl zpUuomtV2>{N=)C&Z&W|9H~oNb`Qv(t=-U2>ecOJU&g~Y6yCrmR=8`XEw|2;eq}xnl zzhV-=7(a8K>3@dFXZQSP*m&3e%i8QO=eiiQALZZr&+uS*_m}k@=Rd|j{JQk%mEtqg z%QcghuG3jJS$y#IaJ^*_pT z>i-!Q{%45z&#>>we}>0X`48UzDVA6N`s@BLEbFfAc^NXPdTy4+6Z?k}AMOA0|2qEn zyZV0ynZ^GE`-T5AT=>thrv83W{l`d&@&c&g7C-7+-CtlQURyXJShmL)&B z5gO>0?E0laKWCo!5Ieu~kNeWowf`A7*KN$+R4jJh%KeM!fv*4aPU|EKG^ z{nuar8GbQ^O?j@qTi9dzKS6)t{|px$uGzm|Y5(J`{D-cJ`Tx4uK%wIKpW%4+=0#g} zi%vXNe@OFD{Vxrv$6Ie+biENNlm16(p89`=MU89f?+4X?yk-AT({V!S5{@?!@)c-SxhwS0}&!Es*|N6myh8NngtQ8V#N-M&qB zzA{7!cTlL6T(f`wXa1j9ITT*z#fbWhNAVv2#}ZU->2g>3TNd-5{b~Mf&HHEn%$ZLr=KpK=P5$?v;pBgYqZd)R*XD{q%;tad z#{AR2v~*OryQ6ZWN&^2b?);a3!hZ9H`=@`-#P4eNZ++@N_bbrd(Lq1-&L8=weCg@F z{|qhHBeveO>`tGn{G4mK)WmoZJyGwr(!RXg=CpDTdUA9}OVw{)EPA8UXN;Cru;j4r4Vx^^qi2;Z zXjyLExh}m!Cmy3^6)djP*v&mKZu_AB!>a~Vrpj&n&(OH3zE`v#l#i>9qm=PG);I6} zq;uy#!}ZtoFF0e@7W+R+U9hN2%S|NEl>r+TJ^n}hKf}bR=l}M{|7URUdZXR{L;pX6 z($@2T>-PU^n7USP$>tr4y0jBnMFJggVLAH;{y$l~|1-q1|7UQFdZ9i4gZiH))&C6Z zoBuN`SX(0cX~+HVoxkP>HveO>W$Mycm%Kz{Q5OR?tabcg{ZG+#^{>DFXZXUh>T5D` zu^PU4O6~sXuPSbCzwz^5d!egH_?C)?t|9@9I57L!kU&=kB7#U^G>DK}3fNK+QV@k~ zz3X?~?NVN;_OaVM91*`ZzG2^KA>YfO`fu~%m!CQGzeaO=dcEVcJ)|u7x~Zx#OlRHO z{I%B}oq8rcBVvL|o5QQZ>l2UG+TbL22Q`lhhB;EP3TWyUjAEI(fz{pO`s$> zsXqNbL#*n5h6`siHHubGntSeCm&Te?TpEiS!1(b$?*9xY))xO~h+qGoVS#EHdP=@F zJt*={psVPHCTOpht7_ZI<(X#tGq0>q*wSsmtNd8~Le>1lh_d?vd!!2u+HA`hjyyJU zd$IrfWexeY72kW_t=|*>QO(yj_0Zq-Z^{n#pO$L7y<6^wPWJMT>4&Oy%@2oLwas5~ z*Sk2IbDHZ6y_2GD(F{DzJ@b}dYLq)Dykz5=iMw_goZ2*}$<}dscz@mbT~9CHjjO23 zlzb4;dxT;B*AxRD_KkP=Z2Q+%^MW!bGuUGqiyCa|56u6>G5y~@{(ntdFNCA#uBV0j z-wS`WTg?84ql#4|Fy^=iXwE70thw)=D=FI9oC*6Y`?>6vt-QV<;>51>mc=`o42~uU zC1352`KSJ6-5D_{(9P~Se9&>{L1Rz{A=4* zwl56oS#@#O(|gZEK8ik!3|gChc59zom&SUNFR(aZT2q5k+^i3?Lyg92OZVG9>z4P< zuI-=yqFf}yP*eoEiZFf-6$x~Z+xVgUpX==T zzy9X`Wz^ofPW!?8Ki%f`Uw_^I#T1?$bNRy}ovRu-0e!{Mh+6S{I_B`e(ytP}tDJ)J!d_%nPo&OAp5>G?pxAg1R)jyy2Zs&Q6)sw!P3sucK z=qeJX3U(^UxrP53SpPFT3ETOfVg2?03>SoUbD?L+Z10si?=%*5-Ef4K&ulJo5+D9Z zbzDijq$~8sa)OWWvpZFDetnLae)PT6jhDMz@3m$sonLX+C24}@iB^e(ci$D}@E?CY z^JDQN-m|TD_Q_v(@@bi4_w1>^PkH?Aeo=VkUugWp{f8Z`j;{SN)BER)N!o7q)i!OD zf4=?mS3^+!fINR}^z8KlcaB{=ZW8CZA+hQ8gvfm}1K1zOZTIL}(bcgq)Qy3ef!`|% zR28wol3B%nhDQ4*g8F}JmD^(4Ri;mb*9^7N&qaNkLh;Xkz3XPsH`%4^zr z&!^8k?GgOq-rufS;eV9lZ!y2I^S@P8_V@i|o4U~6#~u39zN+situCJ0opB&O`ThHQ zo3>O(&)gazByqp$#F9C+cjT5|+I3&nh*v~Ax!7xW-JbspUN`+;OL%UVi_TuwIb%m{ zyg19!v$dvI7q=|x(mrat0OV2-UM-Irb*r!TH~nY$q#XllH~eRK!5Mch@Y}!mm5KSey6|ic<|5A`nLZJ zyezN9wm(YMf0pF2R^soQPg4HRw}1Y!z-2x|jcsXO-X7;-X?K~6m0}0mxYs$R{YrI^ z@2$G4q_s#(sWnuBfrr6XlfwKb66hcke$=1ym7Ui14gLPJE-B}{i$9+xd56ug)o$wQ z55HY@efZw`_RH>@ijy+#-q@lt^=YT9gY94K1&ihzZ*5Ij)TPM-Ytf)JqHcuCBe#pA zVm;FfT}8qU!OMI9upj=9y8ni~`?>zhr0c?amK%G{pV|5E`QFg~46T-r>VN*b_@CkZ zoB4n8_TK8!)0WHru>FA5@zy<#b_-X;-0&8eww6P{dfJ^>{!*EmWqY-{G*F77$NyOV zGfZ&V|Mf%t7twW1JO48<)t^v`|MkQE7uR*icEWNewDC);Cw-2QP(poCs2*K zeT%%{+2x0Hm-nAV=CDV4yeQG(&=g%4c z@3ybj|Is`z{GZ|cxBmYO^(p@u9+$qm5?C1VIlgrt<24)IN1R`Iot_ZJbr5WG6d4NJp}T2m&OAASt}NGF?{VuZA=%&v)4a~1QmGKzy)5^v-w9(Il793 z^uXdBohC6Iz=H+W$RW2a01YOTL8nl(JRbTArK!C>UE_DX{*{lL^EZC}%lD{DV|~U) zSa4ul*f1JIWCl@%-NeF`t~saESH<3PilEjK=L~&Sb)n^NXTAT+BQ^c+e}?*h zT063mG~IG7vp?HhJ$&=vwn{v-8jWY?*)C`~Ne{ukZTLV0`PvdJ!~Li%~4=UvuGK{=xQda`yjf z|7rg@pS@^LFsg!W+55j3WW|5~`=8;*Dm$6CeL)cz*v8F}_&*+QfeLheW!1V#j|5)Os*R{kG}-UlOMJzyJMb_!Aoap=|ET zyDuksrmm06{Mgww<6#=Z+|{284$pJ=qxEmM(-fJfx}v-6mg_0&9l4Mh(!0JoYnR+b z*UJ8HYJ2}PIJYhT&rrMnKZCeC8b9JcL+*q9^FP!-N&FhMx8HBkp5woTX^&-&*-L-T(Ig;uy7cLjsv9{zi@h`*_gXK`>N@(Lp(Q`?Kf}Vl_n-3r z>Gl6``zrrS;@y7+wf_u{UQfUM;6KCjPrsM`bNkN_J^#<|`YN*(YvNH9y+AV|zxhAI z{L}BI|75@R{6B-;{d>Kuw8j4k?sfmyX1)L9{vW&Sk=?c!ZiD03o&OomZ~sonQ7^vz zu>bjI-^=<5wR!cQ-~N4ZYthDf6eE!>v)#x4uU>yw{1bV)IUlVf_#DM?%PQC%uYC2D zi|*DJyq7s~?P0|(*&E4Q{octGpOCc<-#R69pufh8BBJcD*0`pW*m_h96JmKeWHT|Hb-M{g3|)pc$51 zE;{Ev5ptczw~5>X`=3K`{q@uJFSH{c z{b#uI{I&d*pL>4)*s}la`wK5$Eb97s`53ll4@}I`zJ2~D*4h8|MT15bUuw_(QTd-i zA#(rgr~AK%uA8*&oc;Y(zy32!w8($xqOqv!voFpz%j!R}{~0ExJ^!~q8Z^+kG4vnb ze})sAK?6u@K?6v&={$c->)+nL@_FNbhV*A;TLN8c9S^`dh1lqtr>-L5k!;H*|7Vap z`|syJr*)yW>i=wK|NZ=@HD>)R&|2HLT6OTO*?CuW$p&x`+iZXfY)`Pt|9k1qYskYCsC?q@*%Hy5Qz z2G3c|pJZXW=EK*_)u(ioXZ6|h#>GrorS{k7m&V#$?ZZ{iRtn5I?KjJ#-`&F1-suQ) zGSgr2Cbg#>f&cqwXzJo90G@ z_M1p$pAJ~mrR585E2Bo=^VKM^yXIs4yW+3?uWIhq{)vkJ_Wec4mq6E=mycORLT7tR z@7_4OLiYH2$DgxS1kd#>IvD$t^Q3F+)D^3zTc!TpB|h!up}r*vjXy)JN;N~4ytUZ! z=W45@ruH(Cu&v9QD~od`FPWgV;{?xf`%_E*Gqhy={#SLo{=V-&(VH^sB~_M6<(>ca zF72bpwEqkj!ghH*`zKd_LM;E+&-}lv*-O@L?*IO3-~K0l(mw*ZG#2f- zT(D@H&L8XA(rnp7o_VVkz&=>^pP?l>;6KB>Yx}=nu5YahJY{&fYf7fI{p+30M=tuE z^EkL@O_tcC$k@GG*7UsWnQBvH{5NZFfuGQFbxv)QoLQ50acO1hu2XJJtF8<)J0?4! z)$;p_OfRFpNntFPZ)mIztEzqb;Oy4jC+zoLs7vpf^xE@E?u0$p)`^rV^RPdS*3m8J z&sgxY`sVFVs#lt7wuft6bQL`p0m@&Y^~gQLFs=PalQ8SoJe=RQ{_pNz^UCbs{5f~6 zOJn^C3vj9ccP_Phv5%5Fh_6_YgKePP7iHQ--ZIct^qS*JqypOC^FKp>+JA9tX@~URl|mQ*^d*LS6jyg=_V@x82&a ztEAZJ#jP9{$>hK`-V26bW&Uk_<#^@SmgnYY>t^5n(?4@PkNvk^sgUG1KjYS}j=Q`2 z{{ESVf2jL)hki7jJLhqUYWE3Sr>4RmkL7!-;`{#i)tKhz^3L57E%4HPz!Jr{4)R|g(9e^HjXKE2|wU%%%^ z)weyCpC%scsnTXRP$zk`D!$>1{|`5l=(t3fo zEDjFO_$Tb^E-=V15WU=+`|#mgJNwJOHa<_e*mV5buk9c9bHCjF_><9#MO~l#SAi?M z7j@G0C-|V5WZt^=hui-&JcH$-%}4(;>^y(Xe&y%N?;kVkZ{J^d`J$`n=jA=Vsr?EoBznRjkjKQn|L6y1o zYyL9`?$zJB=U?=nzA7!PJ$vULPRuxv;RLqF6D-f;t>+88Rt01dW#aHYa^E0=fjiR?ZT5VkG)7^z0y_w{l zD?a(oDZYSqla+VN(^byf{{1vFzGTy;b#EBo-rBV{>Pen3ruMBeOzeUR=M6z>#cIyo4&&l^Pc-%%vIi^n)Xv!BH(!I^X4yWBDdxX zIPG3mxtM+TfyF<&?(X}@HkZZ8V@8bU9M(Ad;Gj&Ywfojga=GxPz%JwVGnVkXj}-ld zJ3>}GniD(8Gk4LudC&XVwF;iiwO+S&PUzJm*UQ;5@7MJAY-9NLHr8~0>mpC)J9lP= z)HAKS^Ut*Nk+kZDE3-6y^fr`yW8eOKR=eM{;1$u#$`hZh|0o|AZ{9vt$4o2W=;h~A z-|mlo_2+%bxt}XTmd(|SjCf^}w6G*Jlz~yJfjy76sLbH+vTqW`jmoX+7ldQ;d;T*# z;j@3e>OX^WOi7SUkj})7;lUH!1G3k5+)19Hm%4QEcgcjj7n#q>t&YB_vYRu{$IH*j zZ7##Af3nx+2Tk)(?-X*4J+R!#xbHth)Kk5Dy?2L}d_Jkie~RE()W?@1@)KD~ZY z?gL8AMfF-=HdHQCm+kN0;2RXZR%hz|hiekU`Tcsu&#&o;7rEu0xoV?-!(JQNX-n;wP@A;BZTy60=KVeaqcE=Tz ziefcN!z%n*!TH1C|L*?vx0e4_m!9n^5`IMnHnGjBTOPdi;+ENSy*_R`%p_*Frke4c zAN%8YtBN_VsuulcI263%!>-oDOO$Uiy!?0KMBo?G7jkxcc6^-Q^LCH?G7s0KTV}6& z5;wd3p8W^G1OFK^{%YCxZ7cg#*S#Pz%1yb6S;=kj21f0S>a~@VzFN%(je+>T`Oolr z$^KuG>(1>sk0!8b`jKPXxHJ|`09Ev$nvH+XibY+o6-eqpl*e&>D4V%Hqv>1r=_yk@ zPP~?kVX`WfYYFF$o+tEC_j&uenGXX^_ssa5nA~vV9e;AHL}qZW|Gm|Vn~j!ttaMys zvey3miN&=`R9wcl>Pv%Jk6`F?%k=54;8eI5!_&-!{--}7RP=;FP9FY;Th zQ<<|avh$ya?EZ7vXZMJ%ihObFOI7QeVvmW7Sp_xJ3nkvUCuQ&Z&(J!3Vg31KOaC*} zUH;F|z2bnCK=+&{Q+CBKTvsiVnt5!hhPnURE&HdQlRtV-Yyb798b=PME!Sk4x9?5$ ztmmt*)jv#q5&!w+%KH0TK%)=mYZ6x;TvO5YI&hn3kY-t~5Q9V_)0_wM9&I@4Brm_^ zS$bZ0*s8y$5C67UdjHq;Gbca^@f&!ApR86Y*MiNg%qnvjW6P#5i_V<(pCN0PR%+;- zGga!BcJ^9DJlNNk89Gz2Szz%z?Ir&iTBaTUR~hr4;lB1i)AvvMIsIp?tyERr`k%qL zTl{Tm#=*=hC$E*x%=he)IiCOW?!NsGLv#|v%?oeOWT`%9E;uLL`#%GxZvUT8JO4B6 z3;&ZX9(zT3@4miAcRXeb@Xuy=B2+D3)pJNBAoG3RRx+ljiK*ntkxwr@yPbCoORk&QK{;>Hn}&XO9<4V&22F#6OvR^<1UTJ423z zU1H;@GMVxCgXncH%UG?8M-DBWbbZ>n@Bj8ce3P!;F-6u~_SeMM(>>)ob>}M!wDQ$j zs{CtP`(qnt+NRz|L5IvvGrsKGdg{b`m0p#e$Qe&2-??^g>Ld2;t%R3nv@cpI+N}a!KXV%#@^a$5rNion|c9zPLHUOX&IT-L+gx zInS-%I%~rzjYWHuH-P3No}e_m*X5(N%Wqr!XQ*5K`k%|g{jCD4rD}KV-qUsCgz{%T zbHO>GRiSBNJWJZx75a|t(A=?7UA6S8w5Qn?)2+Q+xpu5GJfE+$NLtyuwfJDz<=S=8 zi+VP4d}DGC^7zldHSO?G#U$=ZW@E#wK$ zOIkF|eVW@OH=Q>{N4}f9_7s!ek(%JOc(qLF0n-Q9kJctjyxyy?{b${NmolgMs(Sv) z>p#x_(|G)EY5bGyo`A@v6)KY(SWDy-uDvzoW@Iruvv!YJtb^=d-sG2?UGwXCK5HAf zJ?scPFZv>V>WW7jPlY_26VW0j zk1YnzwCnxefBnzEb>lxn%X0t!4D-z6zn}Wg&@2C8%FF)@pO3x%_cQ+E`fOnvo)tQF z@`6$YuT$RrjhlacTDz`kr2o8<+w~KV2S(K?T~WM}ACw{H8rq}D$6$HVwtsJ0__0Tt zhvr5)2|e>pzw=d5U1Ql*P}jIK5q$(BV%2{Jlo_gho7?K7_J4c-s`AEvhRvU?qcj%n zTkrtf(ge*c@tr`G5aGX=5YqDZrd3Tdhd2SdB#Odyuy6{(k`yf-5XI>tBsDZXur0g{Rj(= z6?C!uhx30j!iS8CuU`0L_Mc&b3}i^@TE+hFmcNdFwad5rr>pCAK^=V zz};Qc4M(Jp3P7f^F-DWnQ~Daz9(jD^VSC>A-{oIz-qhdxId`o{V0=IU##kk284DE4 zlhv(8nx=(iDlko6Hx4w`h6@+f^V>h+h7PM<3OE1o`Jcn)dhoDntZMF@`u(9_|1&5R z+&|P2=qmbbHqPPM@E_Ly8I;bR|68~HU&GWSv@y|N=Olk*{b#tnf93P!f9KD<%~;g+ ztGNMGiQvLNPjzXm+r+p3V4dLPxJys>_=dh^@=Lm*ba#%{oaY5!|7sWi6W#Kk;ftZ? ze};zV{~5Yh??)-2c1Jy%yK~t)*B1u5&7FQ{{|Vc@@z3k4 z|1%h$uYVW~T1hK1{|8?^Xr=|3_eDzsYytcB)qmcz38E>nTe&+vNXKc}4= zCl@TZ6LhyE{z-Z2hKM;{tzow|zxvN`X7-y~>;JN^uYbP{JoRk0`agr?>-)do?*FlB zziY+*sFhFuGc+9k)4%xNsYCx6^dJ3aIJ59uZur0E>-)douKyTPJ3I70!-B8x|9-pw zCp3Oh|JsmG{}~P>|8x91we?^8(fI~m{oVf=jM{H*jsL|T_n+Z@ z?tg}(fk>8x)^*u!4L<#!fwBK5`?oOhpY`JZQu#M$?f)XT_dmnF+y5E579(4>>aR#` z*7E89nB_n5zgeUI>7V|eQ}St7>tEPb|7WP({+~hA9mTHDUmCxz`s@E;vwtFgGa~-! zpZK3s?9Q(G&v2pY`@i4$|Frs1>{|UL@aw91@jrO#PuOqTu>bUr{hu{Zf&LHPS>6O)2w@H!`6Z+&n;eEFMs~beSgS*h6P8T|NWEyadF+s{|t`Z=YRjW z|2QZx=HJb4V8^}vcl2Pr{$u^m%J)~*Ur74=@1OaPi%8m5YAn8O2Mbj_?w|FN^)uxV zj_Cch{4bln{rkuDy`HXeP&4f}7Q~6k=XN}VSn#Gll-gpFAOXHGt^7} z$@0?pc778yC3H9ai$4~R$EohyYN4?dBmU{1(SHUbTZE<3U;Tga#MR$F_Mbs&QkU)K zH_#wVda!@`$LT*OzDL-af$-p!DS>b2r-IXN^KWt1Kl^+3pXo;mpC~)t%ck0Q^*nRF zzTRtRXc#Qxy20=2&mD>973xI2cKNr}e`1{fZ{O_y431tqAFT>He6C>DCl!&$ z;@cNmWzEU0{+gd%o-+T2)ce1DQq%u_flPQK^Gdda&;Gl%`(OUS`iW0#Wb87 zC;exb{UQE|eE9Mk&-QOHz5h$bRR8x&@H9ON?`6i~-_hcK?l*x}80@t>Zu++owC3dD z%KH2Mph6avd)?br{??8C&;E%2WWW0Io8|g9yygGedAphXcu{~7kp z|Ig697>&PfT9^ISjrC`L=zrp0efdqrRFS~=yvp=7H7FB*Z?n5lD#2UVP5!9`acL}C zk_cU<3LABS({b7l`+t0>|MjYV!uqWBq92a`sj&ZBYJVbJ&i?P+UyHAvtiN}C@n2q0 z^Sb7@0BD6J4$M3o`yA`br2h>4`hid7-$xpXW7bW6IR8&W`hSM?%l;prJdw|h7)Y{zkcQaWz|^!?|M1d{ILAT2mcwqUir_U7*p||;d}Y3{&3a*4ApV{UraL=b^ZMO z20RXdrJ)EKRpQI{M4H&pnl~9f%^JS6`=8BT_bK%|E`9mWV6do5d(Ib}CZT4{XRnw1 zNdM2EAo-u+^~?QVL>BG;z2tB5ulc6)|1$_p|GW2>tglF5oZ=%Cf1&wRPSsT;{3Uw_ zX&Xxh#jc5u@jUg%oBuOh5B}3y9f}-ZJ3jtrc=!IQ+&b@n-}cJC$O26*Jih^MNcv{y z7MCmbUAq@~hi7Upw@lT8u>GwzR=>XA;<~H5qh(#u?9Fq2_j`TO=lxN4-nsJ#>(W{N z`?bF+U*J2mS4J&1STNI8`Oc@ppIdcwA8eiV@?Xv;%j8L#QksE_C;CZ7Bs9Np6*#JL zX-&XlPvtpUD^99yu?hXppscp=KSMnKpVupXL@!t7?hSHfow{d5=i6fu{}$Ah_R46l zj=!mX_3w!nN0LK%^tWd(x_ox#w0~^Zo_1Kzj_~})KH>QnmN2``i(g5(teU=s0GPxpwaglGp!2?=2d=HU0k=Foti~p&t z>PKBU5qUXB-&A|+mW_?iXYSJaRWQT?}2Nu|1_AE#hRN!Miod<(uO6 zwMo@jd}Marb24e|-@}^cU+nmsJ@?v|T6edd0$E~bg$+*4c^XkIcyL|c=i|Q~T#JiP z?S9j($<01(iBa>N$Ck?bvN!*j&m#Q8>{(<8d+Wr<>MN2C)GKALefZ&P=BbeN72j=U zJd^liS`~0qV{7oX*S~f?HeI{4B0uJ;l5k|^WlzBu&pDRAh-k?2XL)%sYoFTY&2#cv zHdeB)2=KF)N&dLr`{Vu2^KEP2F5JAW%kvp~Moo)rOqs;jzuGcpQo_q#T`B9bHs(3D zRqMmy#79dlv)7%Ji(U1jKJwDz&-!0}F6#gN$Ebg$B-5tXw`>F-DL(48du6>lVp7D0 zO$(mNM#vP@wIt8_^j;$K;!8V~y&K!@f-DUCT@xhu4_ho2Zfj9kb-BEoXSdPns4X9E zbbLBz^>VYDt4Lss`zBD=O7v2V@qdO1JpUQKe!2gPE8IL*{jmK{hV%a!;(h-!ELbY~ zpW&`LXobp}{|rB-fR?Dd%2?F(kzYV#smz>k&+LaME;(Emp2_e}G$#Gyx;=Va+cdX& z=I)&8bz%8Oncuh1P2`M|6f?fqHG%(eV0ieW3F2O%0SrPK47I$)W`&jC3!UfW7cBW_ zy3CsOYu2lt*!TH+C%bLm(rzuEomyUE%);~d`hq`a?H>E?+wSz~wngBT9szr;mtVcN zTzV6Hs?*N?PhMqv zXTDqd=|Ru#@-OmHJ0EF>Y`x;q!wQZ*qh7>zZ18H9FtE{@e2s%P)6||ExB9b}u{AC-_)kdvX-_`uNW8)0}4h zX9(YtEFZUZ<)bC;mxF=~UOmpM`h2B+zSq49AJr=1m2J5e`E^UQwkDcNO}p}R#iFi{ zd!bkoHv|3mcd0olYb(w#BmWTwpdVuE`_RK$ieY%|S$GO{^zntXQ zvTbtdo$kv8zmNZ8vXFl(zqIOTh3xdEI;9)_D%Z@mmu>PqyvM2~BsV#x7H9x;8x{3raKc3|A`RR$1^LG1b zU)(2deRA=g>1D~^`j$NZ;aa)1%Kp&)pUkoK*N^`@we{sw-M^_-#>dYG{hD2u{n=u_ zX#I(kE9$Qw{?B0b{-3mloP?9rmUaHmyB?qvquYMO7H!Jd9G(8WEvfL|X~zC5Qn&Ro zlT+*8*QML#ihX)vdU^UMwR(YyV%I&jb{2CClGG+y9F*RC?(v+-Kd;1@UU;+qOZiou zNv5+b{#^Lj!x=1T`StOf>-=jouW$Qx=G&!%+FqBoozb-ZRH1y`^u?Lpr9VU$?^3V{ zOO22_U? z1+TCGO^TjH^k#w)?WQlF1r94d^?#R&oBvEC(6xA8N1!XN*`%;78Rxd_Ox$_8`&iJS z;BQmQZf8%fvDx@x$+m6RrCKh?dY`dQo|ePY{OQkL-prcVZC9UOUOY?O?Q)XBX{jEA zyvF_&&%ds>-gjyJT2uGS^KK@(}voKzW~^z&!F_(!Yf?)z(VUVP)8T^o0bn-%X7)=;pL z5uCTx^zO5jYwo&C7xu5VztbZ>bLSf^ZXzd{x_O;SCttf5J?~g*-{R)NESalvoze08 zt9d`jb^d4IIM!WQzVg&WZv%ca|I9fbBkr?~jGWqk8ou6QVE)3i z?#J$<;lKVYm6)M(<*7pO^}GGWF<-;91vy=VmVa1(~oy0nkjIIK1^^2kqMbN|l}vG?z*t^SGs8RW11XZU)xer~4g)*!QY`%QfQ ziIvRL{?9NW;y=T>=ATke7nk?BPLx=!c|v(>sU5OJh*-jcl*tX+*Um>roV8Y-&iY3w z^WC~Ur!|*tX4o(lpDnSIxx8dc*sdKvWv4Uxf9TtDWmekk{N>SqmpxfI)h)8$p*K7nZ#w$|IP|IyAWS=_KqS>(Ol#QzNDe`{_UOpZ@J>@BFT*p}S3c`8UCR(lzs~%Vo=+{|wC+b1ex~y(4wg|1R^p`N6Lvyz{O7 zpK#1SbI$DXtkyWcq%_$^f7^8S^_K+QGw zMW8wk-0fK+r}$bPZKUndKGX$|Wn0hMcTQ>Q(pU-Kw0N{8_u)*!-qF-pPwzevZEDTJ+}Adp6Y|!v^b# zFJq>PZsq#C(5@mcvGZ{7k;~so&GfRv1Mj`M9$v^6@oef`XFdn@y`BrRu1DE^*tJ#R zW4qgn#}}^EifS#H^7HcbqPr4Sb!S(vj`)&MQ@>ndv+2}JC;NBpj;O1YKecndXvMte zQA{lTZ@#T6-fXE;>-lf$`HQipn|WL#iacKw2AtZkMg6U!Y|ULrvhM&Tdy)#Lu;(p% zyel8RURDv}o3CbbBjSOXb@PpDvZ4WVR-W|IJ9BEQROy44SHgY1ru>+>L}Jr7@k2hf z7X~0liAx= zzEzYByI#I=`-8PX=iRO^zM`Kz%cWOBqtns4<9Ly^aP0R#I(xbQ)tc)6{x<(lY^ABl zipN?P`*qB|XiH9hxN)lO(vbJr`N>4jEpO6Tw9ja5#i#R$4>t9fapf&ld3SYdIhV$w zo&G+cv0`o1Ue>xi)LxkOe}-NDpp{IK{~11Nf|fE}x#%kTNKPSS+Bv12U2ZHb1;^!% zEnYMyy4#m?^=j#=d+T$n(-b>Z!|qAzuv!1U7B^p~AnvHi!Y*Yt1-^@ri?kY2G)i`9cI(g-PhL*0=|0-kZ?<@ZSoo)i>WKUbPd;j*rx!3RhXJ9%0DrEn% zjO^_j<71a>SiP#_(4Pa$b0+`IESVb?&2udLOv{|N>Jq=gN<|NTJ#}jLy17fv{+(iJ zDRto$f5%(1k1W6U8W{e0Egg2{+5Q9$!6VBR8Q;IkY8Bn5Y;xq0;z`TQCu>}7Os(=> zvWf)8Rqg;KoJS#nu5}YC+DC^aMu#QfBZkjtH!QJd^TYoP?WMZ$ZnK`9KT=+ml3j2j zsl!a7HF$Ts%qMogs~77J34_M=-mk3l2W^tj49>k%ZY`zV_n)Cf9W>x}Kj_bV=q?Gr z-TxV!_bvTt|DQo-f-~S^pE5TmG-T*85XEc*BL&`@ej@rau91kVyI6dhS@) zk=;`*$*5t46EG_vTZtwmxyfC-_`=S2F zD*K1hyZR)~7Kg0a)cZq)&+yDIX@5ki8fd34K%*+2XIPUz<@V*%| zXM%3u)tB|>kA64!cX9roU-dPfD^}E_x_Sk=jjz7!fBxwAjQWi8|7z{`say%M|ImB) zKf{H*`ri-!GkgrGN3-y2Rs83VwP)IRsT!0^`r9MeE)O$UE;sZ zpcIt<-d)qRv>s)05_PIl{^t9i)9)Pqo4yphqpdHf>(ze-JX5Xq;81G+b>915?f$(o zOHq0cQ|-~*9$Clq;q14~i%*y4uD|p0#CA4gk*p&^qJHlrsvdt>ZnG^^v!qw*OhNvU9@RGsx;`>IqtCk3=2>F{`Yq~Xfqc?dE(a--%K;`8?Eu5A^cUn z)$bX#MYg?B+S>mFbff>ZYrp^f?LO#?JQPP={WbsGzGw0={mEfnr~WgvpxTM5^K0Gm z&+B)#4-)sDe6gtO*W`w;pt&NXGbCb<7W`)bjjA)%R!fkJlIHvWf)8Tht0bo8u@u-C<(?8IX5r#ID8IzyE9HAD^Er@KGkv z;0-#)*b*GuigEJE)}>dbfsU%lQNS_n16sbq{A`uRq6XV?l=G|#W9*TSyIS`Ma<&n! zbtNDFBcI%`A-w;G@IObP{|wg;g7(<#`EwpL8?|5OpVgOiN6-c_c^6QJ5Er(8fN~g3 zIMN=Lb=UT-su#9%WEBYvGQj1jb@nKJNsOsS_RHGLQq{RfMFOKaKv9be|6Bz+Z6Oxr z+=n~i{K%(e>{tMr41!>-d23f?-tt|4t5o}juF^SXj~^$$$SuDSz-CM>V{^kLJEL0mmET0$ zb3bw)+%C+Kd_953&sZg|`#(diQRA-*?18Rk>YmAw%B3ZVQ&TNjs+#?f;uU`421#Xz z_VawnyYUtKANkCxI^Fs^{>Iy8`Dv!S+skY}L|ngUI+4B2#-44FsYFS)%Wl3DVV0lU z<(Av+xuAU3Ci26))4m_Bo?E#5m3h#eTZd97rg3j_4V-p>S>dtz$}da*&M!T^eAk{2 ze=Zpx*eKn>X#eU&f&_o^4w-8CsJlP*K8}_(_t<@5txDuq=@mUetd;_cd1UWB5pMkP zx5$p+N7bu4cPrYSne|yN`lQ>;BOcRq_RFaTd#Qw~yCQ)e@L6WG((M};YWAK#^FPDx z{UPN~=O2&jd7-hW>*wJYu(fsk4jU(yoab~eWJ&BgpmKb*+|ED#FC(JDJ59~6EbJ?f zOrGS>YR1?zr?BhhhdJT_FP^`BH$N>^r{nRvm9HnieCsy#KLf}0Zw-*1NCPM~T!a92SUG@T*-v4z>Z%Lg+ z)6e{%>h|#MmJ!=}Sijl*`}=y%dS!$1Bi`O}+v3)?_ig9WShV9DXuuy-_%Wg_Ox+!Y zIT-ad_{Ypopuz%j99GcvQtMc0&z)D+OXnCUCciqqLGHvZmK`#0WZv)9Rz&U;h+VB@;^N9S|C*>ayZ=9N_4;!@qSYt$me5_YSEO6D*a@flUk z_xiHK#_-_}Q^6I7mqe-FC{~!Ees;%K%dgLN>UZBW-FUgAdoR}|*ZG0FI*uv?PvkN< zc=w&7g?#@N!Peh)uc!N$RzCc>B)u`oT!5+m>VyLZa>olSzS(VkWBLT|(Mmj^sug~q z5ozW0p2d%zACaETy|c!C;mM~y&En?T-=|FcE`H(h%0H{GzCQ9bzvZ9C{;PTKXZ>gJ z)Gf3=Rctcz=ZyL9sxK(LKV09|RN5W=(P;W-LzS?ex^I=d>Ys1_{1v`lX_e9W`1vzrn-DN`^qnCdD)K?XMX6;eEj)= zeEA%s{|p^#D^br%`nD?MaMGMCubQ=a`%iq#ynN(g$jW0fC*PdhQ*y#2U~TVNt+&5E z|J80;{p;My!c{SxYKK;R=&;iG&mgrhM&gZ2_O+tE<8|!(S|TB-I|5xrPn5Qb1cJAU z^5dOYTfb`lk@FKAVW$>pA9%Az_@mgNO0|t!cW<5KC;RYe4H3>n@E&+dwH6)DUERDlcxQaOXzs>4$&${IyafcJ7Sd zv!s8=zIIvvr=kC(|Ck7`iMro8W&g}hr7g+dH=oF~pLhTKrIlItIsXLKuey8R^xveY zN99wVWg34rw7>Ix)&395K_@NS-?IPvck+LR-phjTR;=n+(Ipy^z+k}eW$Aj;AJGqF zlMmffm>+OOFGsb@JFJC6_H>?J`>sB_;JB$CpwT4de9~-#0hM% zM?oh-;>4mTXL_wqSTFxU{SV^A)ykjqK@*L2k$*~GoNMaRSU<rjM%SaX{m_s9 ztPT06R?~!cg%s(L1d1qh3_Ub)H%jwwojgi2vk;ud;iWM&&BOVqhxgq;&*^pP|K9x# zyg#j8w#szS7SXJ~1T`_Hi8-tzwpjsE{k0v*`@s7QVP%l6g&4_E!i#s7qOtN%4u&Hu-0|Kp-7 zgZzgH+4sLlU-{4QLGwSuvHl+(rtg38zN-Hr@}J?cs|Z8=A;|kLMS|q#W$UQhJ#k&j|hWxzS?@7 zQWl-Jusl~X_h{103Bs=%sy=Adzx`YOuQ_TuB+Z3RWc<4yH1eJu1WQ%hzuy1Fn-vdD zbde18`LFkXk-D-Uk|t4fi#f>O{`LMZ+g5#Wa{gT(`=4RKwWZL+?mB_}+rQoa864Mo zLz3ga``7DVn69jcB-g+c`dOVNts5M?vEyj!ihI#+(S;uADJ;Jp$nD|MSaiUjV5ae5 vM#-n>>K8TeqhwTfd50xg?sETFCZ%toN`kN-CTwW|>~ -- GitLab From a526914f3c73d04b8bd4123d4ef0c50d8aa4327e Mon Sep 17 00:00:00 2001 From: natan Date: Sat, 7 Jan 2023 18:10:59 +0200 Subject: [PATCH 11/21] Finishing moving the depth, is_alpha_beta, and is_transposition_table parameters to the State model --- 2048_Statistics.xlsx | Bin 137560 -> 138352 bytes Algorithms/Expectimax/Expectimax.py | 13 ++++--- Algorithms/Expectimax/Maximaizer/Maximaize.py | 2 +- Algorithms/Expectimax/Minimaizer/Minimaize.py | 33 ++++++++---------- Models/State.py | 5 +-- Pictures/Screenshot.jpeg | Bin 31020 -> 32463 bytes 6 files changed, 24 insertions(+), 29 deletions(-) diff --git a/2048_Statistics.xlsx b/2048_Statistics.xlsx index e0ea96cd38d868f6d4caabf3f3e3fa77e396ae3f..b8c58e9109a8a1cef65aecc62b28a42b62172087 100644 GIT binary patch literal 138352 zcmWIWW@Zs#U|`^2NbFP(V|VmTYGhzw*vP=ZAi%)DkdmJqP?TR#te;p=pjVNbBt>n{f3+aEX zG>M-fE5t*WNOW3=BL>3=D$E&P~oQN(H&M zb)uu+VFLlz^+BogZ}`pXipmsghzR8D^iU|9W}B=0=*XttOLEPs(x-$9730~>eJ_WF zB)$Cq-{$|tl$gMK85I|LnR2}i7H?gX<-Btit9G`i>xmDd9%)MRSM1%Hu_fi2{Z}E) zWAQhI0(w5Ocy919IDLUnVpXHW7mtJNOR6r1vJ1#KvI=Eo3v_Z=rRip5>hYDFn-DX* z$YX1+^j6R5pL;o~=H0h1dwO`2*|e)NO*X=Fig?eMS(V4XJD%(Q?r!aF{_iihNm>j-V;>Q+%IZtY{SJ<-PIb!|aF0 zC5t?~uII<3vCLWAlsK!L=l85shAHYLJ)bj=R}@&~Y~?**apw4h3o@lWtVzdu5BuBi z_WIaxyJn>iM`JwZ`Fy|G7v_50Ao0C*(qTJ7wqJd@3KkVTQ;9nMr+$za%er z2bY}Wbx?S`Xkl{1r{o#!*UxShddR!0>s~A4`=WB6c**r|b5H%# z%M;*ha@?>@ozcMah{s#mHTS!#YU?{g9YO<>cguf^-Q5=cX1Dc^b@6rC73Iy}%RU@V z-1BiE)2gn0$J7@JSDWtHe~{h!$Awql_HJmKzF^9OKRN8VKO3djyX|iC(b&1P)qS5i z&s^1-W}~S$Ltj4MlesSSgQ0F4lR`7MuzMShFf? z&##xW_t*ar`t$X5|N42gtB)It{{J+6ecZo)$6uc*7X9~V_jCRF>VJ=ZumAt&=S;SH zx(_^B=Re{xEMSjq_-!KWe7U5-?da~zIm-mDnarv%wkrEQ%(7JuV-JS)DxFet!HUB>3n0``s9RF_vA`RcX3 zK<&|{3xXmG*Zq9ao%WS^V&fO#B{?(2cd0gJ)Y|HuU|CeN zll97^%C^tuY2Vh)c^6;mw|`U4zW+A&bT^cl=BB?_yHjtF{{5lN{`MnAKWA*RU-ssI z@~OP2)4%<%%)XPe>UnXdTDHv^e*;DJ8pjKQlOyMLKJ0CG($EgdtTmspbkUAC>)K|E z1x#~v{3$+Txw__@&b*wPho|WJ`b*9TRQtxd_~N!Z;m>Xw%7zEsj*E3~WqKmL^G0}B z(MIl%UQ#WytFPbMv&MI(*MaG7_vf`-ik#cBT2XLUzWbqV-;OF>+K_R3eR85!px|r% z1D`zG-iP)ascB~EJ#7*CYxRqFwwHX*t>M3Ykw^d2H?fyeoTpKc-J*&@7{6vRK*+9Vfy^nAs?o6*<>ZZmPIqpw%CR}^YvI(dEDd2rHlX7 zHlN`-_ItuoQ6IC=$L9^)SrsgVi(`42PnzG!QQu-0Q#A4G!^(4a_>5-x1RRo9nY}7w zbx%h0ec_m}7cmp;JdcYfxI8;rt0D8Wz3k-y!?c>WXASkHoZS2IQP{31y`#61H=Pw~ zO__G+Y2PBX&s=(^v#m~9s9b&9+@tHSn~ zU3blW{dM<|-}xL|Ter=dwR-urE#+@MIxHv=H~Dckv*%g$JGR@KuZ5hOx@p^IyQV(5 z?wR++k6*QXxMtVS_%3UwJynxpQkgVkQ>T0LJ!5?*;jgp*_0c~0?Q6E#XH>3B-+HU= zdTwd${jKc#a=%ue3w|gvFKt`=S6h+qlA9v-d>^8BLg;*8YPl45-@1+Ea5?2VtSa=bS6XJ|%Eyy0Eje|-~;fLoUX9Skbx&Md$Gipfgs=Wg-3^*PTSnH!ehG2ZR(>NfAghaYd__y2uYU-SRC z|NOciSO5Qc_S(Mw|L*wzAKT^seTuL9Jo|n9|KtAmYrg)yU-Nsqe|_Em_y|Gz;>?*6}JSNr#EeEs*=Uta6~e>nf&m;Cxa4bm`Q5(e*Wu$Y>}!5cumAC7z5Sk=U%y`8|NE=rKmY&V zxAXV^e15(}M?|5ok%`zHSN^YR~G`~QFZEPrZ$&F{DWf7m>FTs!CX^Y7mbUp=4x z>FV$Q-{t4m$$Wgj{CoMA|22Ddoc~|3_s4nrpP%dheUj?$w?F=U`%nG&+W#+~-d_Lz z_xyh!4$I$H|NC|QzYj0t_y797zW&GZ{Qtjxy?T24*z{vUt5>_^6%1`&&%!W|18hn_iKLqzZw6FlX>iW zC)P_PcO@^meV^x~Ov=B^36^}5j_;q@J3qee*U#2H9YLSgsyq)}W8b^!(CUc)YCG%Y zUVeMZ|5dDA^Z!io$?NvZ{J8D8`2Y3E`~Li``PXi6Cgo4X&rgq8>+k&k{r5+Ee`4GJ z`24g#MrVG^H!u5RbmB{@z=pT>h9|@yUkaHffB$lR-5=jSKWz8ae?1&t|NHj)eScrC z-}n2+%k%r!|G&S&{@=9vKm7Lp+FytNs-1WLZⅈoIn3Q^Z&cs|Nq}Vqx=82+yDLf zS@HAy`XBH9*8jcy+s6LSTl>Gi=hy$9Eq_n_-=FpSfByBi-}3i|^XcRKwRW%m9lyV9 z&!2DR|34Z(W1VT^cm9m*Ov9(?Y3jvyKYielP1$r?AnxK% z^?x>=-=Fp6`K#^qKfe53|8D-j$A3RR)t~>*!L8ztiPNuE!FTijeL5_E^8DZH^Xv5f zA3Fc{?)CbgkHh~T|Ms$decjjo`+tAW|NrHAy>j!Py%JCM*M7e`fB*l}+wcE>`MCM% z{@Snl@tf^i>ID}6`Od%l-+Pz3FK2&W^r_oYWgm5--|W46`*ZofXMeB1{MCAD{hztN z{$!u1Yd!WlT;sn*=+B*t&cDjFSF~5odw89-)8JUF(C#@;Cmiui(>yFwrx`!-)N9?| z^H-Qxe)9QqeZKJjL-#JXz%gJS143yt-DQTa7->&mhitB+ZX*i6+eMP|Bv4B z8&4(LRs4)j=gvJO_(OE1&D7`$TmB`B%v`gYU9PwZR81VN3HcQ#qND&Ub*6|!d6G6Eagsf&k)ZoavztReUW9n$n2p? zmh{Jd%Zz3hn_CKkTPG&VOtLts^Zs7T_s?GU&YMhiu$|C#t0zcWWs%vWipefhU0w_N z-||^!CY&W~_jJ3bT&_x?yV9Pmu|n-Cek#j^_HW-aN!;3Bv(8OXbnVO~rXDWYDj(H4 zwK}gU&s#GyHal<FuwnX_>t$??6(89*_C*sTJ%&fwR%W zRy_8%wL4H_4O5AiB_gm@_D zORbd3jC~ThI3;^Zz~Yi_In}pVoj5skd``?q87< zv%TavQ{llxzf%yqZYo=At6!S>IRD+WlE`Z(<|=%g|_YDhUZ%J;NaPMW2{Zj;W^miV3 zIg#(2r+9i(gZnPa>?K)CN++iGzj-&uqrz{ajr!bqoJ`Bzt?XVy0%OaOuWakz#7Mbt)%bT3C{_pydRC& zs*k?T?U~q-uwY`|C6F7YUh}x>@mlG;)Xh|@i6(QCX8T$B3A6CI7fp%nFUok5BD_@f z@NuckE0(&!Up(AjEzvf0JfM7crD>4qrCldByO*u@Qwduhv3l~EBl;|jhbQt~t6Jo& ztUh~%K)=VWd8Y)#{|oTgT)H_+;lV_{>+tZ4Qx94neCE36w5Q^|cQ~2kvxO{8iiA>P z*e-PJc~lwas2sa-^0^xz=beB$Pg~&aw7H(A{S4F6XD)=q)r1uj-Tce~XFe2?I(TaB zl!}*A6Avz4lWgX=$X%-PGQ?MMs<#)n$Q|Wxc*}j|Gsnb=swM6>ziPC*`I%ibaIjU1 z(EBN-ta9+c;w83DEH;x)%!WkPw-fO~zDZ?mt`}283%{I*5YsjOvTmZYvbv+#pKZtP zUCEtSbmc^ZbgoXHS(v-@>BYTYFCJsc+?|@fJ2icqo7J{AI=?@1J31)u^^5W^0fpgH z={1$A5pl;<>t3r%R4hq0b3C9dyBQvaXU?glJ(t+Lx$h=RW522FW{3*|PyX0=Ea}^Z zL&sHEGY7bJ1uqX$%abLTW3an~EWquh7wa5MM-6GqW> z&M+;VXV-&?Aloj3oKYl{GE?2cR%v}jQmV^Z$DaPKCGtjV?x@l-VdB)u2Gv|yH z_6x9>Tr!M?cuRE8_U44j$j7tmL6K}YTLEM!Jd)GWg*F%W+>A_nA>MT0AKJhtcb&S9A; zyd~#b*L0Hu)9dbT+MIV2lrT<19k<=}w(jl;)8;0h*4vdTtRmNIvgvgvpY18n33C$K zyTY5MX2w2X%e=d(JMSh-r(EU}U*%BcwcR$=Q*!!+szQ=Z|6?jW*Jo0s&T%J2f1(&VJ*m&Jib~&KjxhE5rC8x!DobH=GecK}OG>{W5<}GiSr0XQC>t0Or6}WKX#+So4zA{g2ee=sP=v(fd zquPI2n0tGA?R)0h_pG(=*=yf(*8a_u*f&#RZ~T)tOckHmAJ4%g^>WHubt{viO`UC` zVse5y{jYVmDK|B`TcrxK*j&<#hI%b!`5UL8vOChr+D18}-B zvxG&vUqa0Gk}fEg^KQaod3UP#rA?2Io>}{%^(IT>GZUs%dA{q&}KOH9bw$D5zVKTy_y7J&6l#ek}hq ztmKRuhfMzyjootK65dO)?0`~)+_f3!HI3`$F-SnFDN#1d{FGGfA-pmh3ZzEL3!poZuxIW)caVr znq6AAYDqPy+_(!bH~y7fTawPdVd2(|i??oEx^?67ts7Tv-MHHHb~=msMfHf2sXelj z5-%zzr)MW;XD8=pCl_ZYmuK%z=Px@icZ2Qv#&rH&>Df=#O`NOnVB))*Ig1RBcDJo( zIsLk%dwM1(o7~HJpg8-Eh_lV?mo`7%`}X#N>TPcCSURU?nigd|Q8~eK{cPM#?RgKr z{bxVupgeaoCzI66IncVubW`y+hoWx+#oxew`{I$`ycS%L8pXvX=WE?fD2{4sbla6C z%wlrM6qhyz)lz+8f8~IiTu6>Sgc7uNvx(pDZ3d?0C}~dx|IBeODSkNS6&< zS2aY}j$b9xC1Tv@<)!{pEPNCtc$Zyx^e(Yo;h$r}e9(9dBQk zvzX_EKByc!b4^$llr;}G@o!i9-J>Jy;sMIhX`mc!2n~_yl;dwE9(l7v`MBAshCfaM zA3WBdy|!4UYRY5<%kw`rx+Q(v?eS4b_aLZJ0p;2m(9pNtl>E&j>6=9Iw-w1|j*qt2 z*`8YGZV4(s@+AE>b53g)%Ga#KQgr`M>{UrS{`&514dzeWjt?qQY&Kr3NLl>xjGNKL z4Gw42BI5GAdv3BY_xC(Elj6@anRh3{X4l1vvcUGSv4)?m^bPX zamRPKzHd%=F!9_?7RLUPbI`J1?xtn6ie+_=W%U)yXyx*zCod+(%~?BfvaiVl<=-4; zA}j9kgTgW$6qc6ouzdbz;*&QO8TZ}hZZ?Is`JU&P1xh|t^JtpNviqhTsF*{^qCX#A zD?2yOPK{XnP-j!y_NZ#uuc z(fszt^LtLyk>irD10i+iCcT2HBXNaM4;f#9>X>t&y0ds2tnNH_Q~2b~LiSI&mn>&1 z6j)r!-V80V3=XdnY3E;OKnvrXn?AHpFMvjt7+IZocVqndkNoVV(8cqxa}I z8GP_~4sL#=!y6KFY$wi6?*sQ+SY_@`7dUne76ALF!R!D7{d*jAzFIBs1KM%5XOM!Ce1rJybT{AIu zvwG0xxOCc`q(3p2MQKopaqf!5oQ%=qKR9F&k7k#=;B7va|C%&dy6Z zI}cPEfJ(S^H>E5&jUN76^hWf&^PRM(js_RN%_BE>qpJ7K4BLq_WZ%c$Q=IEe&cN3)bHrZ|S-A(D2Ha&hExh--#sJId` zy#)5wWiIcmo7!;?jxAw7xX5j@-%XZIDR}cEdrD5PP?pK@DSugCWr9+MgK{URb@b`q zRQqMhPEVs}J`Oi+YIO6=ZsEv)_gB_TjNOzTwCQ=oru3c5ez`*Gm)??-X~Mm%^LDsx z*s~_v#!^Y5Vo5M4EapO;xY@nz)I85qeew*qb(Ft!yS)Ro)BV7qaW_EuQ`d9JbsYjc zCYMxaD=e6(2d$MNm3OC{Uy^cM`M25YNoyxsJ31)GZZa(rO4;}Dq+sRI;-=ldIN79L zPVg1D;L#3^;WZOwH>C@0dM>dkeXkxUKOR^<%Z1POqUQvggUxC2oMuy4&019?Dwa5d zoF|KL-idjhC;G~_(-erR#b+F3TSC#@$}yYz8Xpr>DLS z1a}pA=7+CmIlc72XL(R9HUX3fVNQI5aH8xcSnhAnF}rB-Fw*R{adq2mu%1aEJ=3Ay zdV>gcP!Ond)U0_q3Ebr4P@TQ^QDtN3O;Bz;3CfM$(A;<_W25&sC$F*^mDk%|O!A%Z zW8<=kvEWXk$e)npe67@q6IRkX8CyVdD-Z>S+sSJh3*A0upZ&)A>*q)NEO6w{Rrq*% zmfX`6{poKW_-`;eU)X!NIq@P!m&NZUsQET=&Fw|d*oXEaBp;kKVL5$y$1(0Lp!U%z zQ2Qtt>dbE^AiDN_%boc1N2|ieHy-_)UI&7k&o;aT!nz0BqMNRQ^_>RkgEiE@oyfb% zoq4m+@#VG&Ur%3DzPkxjmV?{Dr@8oJlJm9B7B)`>H3vX4QlJ(xxZX6~6#dO9sx0Qk zR^45x!Yn3}7Qd;Q;@n>(q{43=!RonT)18Dsv%`zrL6SC?bm2wz_BX9t-l%SSW*LEnUezbSo&^xxE?`-@%#`ZYZXN(eMNcxua$w>;oR1V+nQ zeA1@rGd79Og{CPBnU_<}s!18mlbv|nex2$%##&GMK9CZ&SDp{|6m#3oZrJ zf>VV?Sa!8JogE*2rg9g>C~!vL>sSS#@w`Z@HPxjf6nuSa4dL1Wk)3Ugp-R^$Qe&a&C%W zH9VQ{uBTH^@=T(Edh#(-y9bY^?t7Ej6K^Wl)9qwyd`IJ$%Tk_aXA@Q(++ruZ#cN*} z=T@)6jYrE8_y76+z1_Fr-A6C|yJj=)&UkHb%u;glXI?Ysw3x{Dh(GdEm^YSuOXKNUdU*T6 zkmk%D}=$OUsgEDNzMrkn#>xF)8IxbqI_V|Lf>@msa zxR)k*FxOT70l7|L|Au$$3;muPv)FBTF3~`J?rXCHN=(O|Ch8h$81Nmvv~-T4#fQYu(XYSWsOT+7>&zzGG@lG$cx?a)zd!J-@p7)<`pBBh;EWK=* z9H1k6o_Cp)&ue2x9qR@43pB!fUWi{4^>#05zA4$9^s>+Ixs*^Q@0*>I&5OF0M*lMY z?49&-R-QpV%&NIpKvubZ1zELu*TFYEjvGrNmlyMD+q|D!xU^?tbpYRyOQmxSHKx6L z4byY?21rlXH}2Q-cE47A%(hv&SeC8$(#}&n)-Mh8&S&qr`}ClNi1+uhV+$g7?SO>d zyrW)qCH^YA_WO$-^>Qn{erB%Whou3=?FZ-d%>1}btnF#^A%CYsjo~L(ylY`xZvu~A z)%&Ym_IL%{-JcM!(pisl@ac%I_3llQ{~ zt7E)}Te2tJtWcO1co)gGN-^!mn^N*SQ64+_T*7ccglet%zfVUi%(<8p8|k-Rzgtm`)28+YP89EcJ{0X_bQG}J%Ql!Rvb{eYkR+7tM$VGoyEI_*^V0R+MNas z{oU1RcWs@^&oA+9j&Li#4k|THzj&9kE>p=}=hEfNJ>GvL*pnphf)dC@cmlb9*ZB3j zLj4VI5AAXXn`qD3`)=LL$%ex3>|El%?RiwY3gpB$ASc4YHj!-o0U6xLX-0 zN2HXWozpY(#H5sOo2Cox7qgdWj{~K}7gJ$r@xj#iyT+^E6=v^xduW&7=@sv)=G>Kd zZU8E&z15N?zM9uo@$}(A3sCB8aopJRYTZmwX13`L{qrg=qO^Z^d#?C3>x9f_c?QsqfeOSQo*5zFV04dp>$l<0zqJzU?1lOEf^>l# z0nr6>;_?G!iLvW@u7WKCh4ooeogFu&9)9Bb-e51$o&*YgP{u}-1l+6NeGEEQmKX~T zT~Lu8c=u*Zu-fx?Pr43SJ-!uq2wS0ZXjSzer+u*z;W~?VWv8WsOCGc9GafNl#Yuku z+0iQB>Q<%?N&{V~De#n^{{7IV>OJ1YyEm+hFlxQuTUeGn=Wv3bRk+s^neH`Z^V4Fc z_*jUXe(??z)$brt&9d>&ySRw*{?o48xPL$0e?t7&1HscblHDLhPnEq$qFn0gN0%AA zH)15?^o?x$ck{2=eY|~tj`%g}Btf>m2uSjpG5Oq7ZX5T`!pc*H&u_Coc35-p#k&^9 zjqnO4Ni}|r%aJbs-#7HuXirOd#|FyUlg@ZPmva9T=CPw_wt=|;-w}*5M8U)Hsy9l_a6>(AIa^^iH{p2+$uojNDDkP+rKxqey?~0(RcVgxV}AR zp`QH7;Gpwf3G*c)@;`nh$aJMn0oQ1i@EWaBKBBT;Iy7JW+iCa3;>R9XP7A!p+59}h ztunp%q32KS$6k?-fAz6HbG?~Fs|oWRH97^(1A8E;*->Zz9{x3Z_yg{-2Q7C*xWmsXT(ZDYtUBL&)<>Ds8tDtt3a_D_)+Ri)eRp(IY{d5tkjEdmFATf~DqGd6Z*7`xyScbrc@IA*AgfZL0r~9a z>WlpEmAT(Dw|u|I0d?O8FJtw&um6g0+i`M+=Ox#?y4hS5xaK0qd(1Q-UP8IlDK!6FklF9-jJ3wRgCyJp5#kl&c`qmD&PMAr=cC-{Y&G8cAGq^*yli zVEvzWcAMVWIhD(&>enao%uABI8{1zDYKNRMwhNtFFkk*`%kl`fa{1nOpi~H}Km|^} zf2aKV-N)^vpwed(a_Mt!N37AqPc}!M2it;5$cLb+Q1Bk4giPP4X1~W@XHUPtJ#|pV zJ#qfEHQi+Ms&^BEh z`N4qd)u-(yf+ zk5K{GZG30vSUw+=2CS1mbbuODb9!c~?O{3__ic~MyMtI02~3ZlgiQh>jhNT0(|Y)6 z!sET|I0KS%*Y6atpWMo?Lqb335Vuv!Y3C@zWXZd=M!Ud8)ow^pbw25AUHSY-khjin zD&B9vX2)p?>-l_Y%1+~$zFc&EtiOdow%IQ0LrG+WKU9c)=3G_ISJQRS1~`bqW}8W?T}1kdoItQ-SGO! z88)JOmQN@+Y;a!gnh$rS9K%*I&20U?L-JTz;@!#R z%6ndet9ej^UoQWn^n2~cr)E8#_!fH+viXBt{)*drYpRbJ9oj9IZhp)X)I(GKBq4j~ z>7HY91j*Bnp>_t=NshUfBnz{P==a^5bt9p9C2b3L6~ zpaHJrP^*fxr?z>oz}4r;JCe=vt!|aq&zziL`FN_+w@uem8%s}unz$c8OrUmaC= z+Vs%E@RJ|7B)@nWLA&n{rry6Re(mmKKdFiUArTrt>EY12G;F$f_z6&bAY4H z{@wa(b|2Sw0Tp&2xet>sym&XuQgZW|idX02zHNGNE&>#k7`+AV)9*f-q#$|=Z;Thu zoNRd6>)f4_r{mOectM(8fx>?Uyce|o9rx;Y+#%mx!yw^b3Jw2HJ=HEkdit6V8Becx z*NxJZ1hvC!6R*}bzS<{ob*{k;sh(Hsj)T+HUA3YkN>^(W)*d9FM`PN?d$3A|+ip&0 z!FzVInpffv19X(Z1>+`o6KV7BLz}8&5_f_cb09hYjXiHb{ie^n>+OYg?nh)Btooe< z8e<5DjWNvI8};|qzD=*>!k^@cU;Er;P;lT9y!dEN&>tDHR=*Rn#eRWj~h zK!X$avjn&$MZArylLK@t&w0id#})3het3$>`yXhWYm%avk;XJwf5uVAe)oEv-N&U* zg9{Oza&;a#h&#`Po>;u#W_9#&p6BmC4LOVsulDJ8h5FOp9@-_}dd$uk-kz8mR@27! zuxQptNh@61KJu6D-Vk?8iD%C4>@?`m3$OW}0FNDecs?FX$6gvwE&VRK>vtB&gDRsD=vq4Q%P*R*JuW0$m`Au zulR2@-LE&v_jJeE8sE`A=CU3>g1X0RUpVL9Qyz*5|^D*BM;9)7? zonC%yL4?(AX=s&JR`%Z^aLtUn`fG~YQVq(FJrMLxFK@Pd8N)f<%s}tHSj8{Z#{oKX z?}El4-#`aLlWyMp%j~)_scip-cOc~;P5JNhK-~)e3TMT~Z6OaX`t&$&EGbLp=~}vZ zHxBoK+67BDThGmI^0kYToIYLCF5vw^3lZEd)Sh-P^_T>#ikZr2#+(=5##pmv8)@YiZx{IJm>+d|~D{P-*(^9cY-e+#E9A zxbe-qe~pVGHtvp(2-mrL7u<|qy4!kgc7km8moGf`WwuHe1A-(n4ZN)l=8Y50>VClbj1>D=85W7*O*nGy_1ioVnB2G+U zd}mjcddI?txy$t!^G5WdWB(rYuzQb7|Got!jM_8_W?65@c&%`q(5C5o*L_$b3`)Nh zp!5svW2sdkr`f6Z?77wfZMzQSw0*-@^;qpwfA-5v=6i^J#N+(oNgEji7wl02;FZHKEU(oH6NP=H4%B zm$uGHfR3Z0j$H|_e#g108Z_7m9wPva%FNE5kzg!vZ0c>1@~_y3chtk~3Wt182`NAH z090L7K?XtQJ<>m`{kUjma$cnY-%-%;4(gx~M3+kTPwr%p#Op#nP|k8b_PV9z^kdz} zn$rUBPDZKtkjGFL@5+95PQv0Sq=R)#^j*U;{c6oZQ@4)46IpY%Rd zDemay37{gw^BHKcysuc|@tmHMmpi)MIn9?ahN}u=89{w9FS4ZndK|P)K@3oCIkfg` z&*{Sf5AJ~5Vc<3g@}TnOS90t3=7Acf$YW&UHb<3Wb}ro^_5svXJOLgPdIRrmf<|lm zpRc{$`u9`(6HtIC?|!`#93bzP`~3(!G41H#uSdWIJ$eOQop#gKx$OM0qVhuz+!s!~ z`!%NB@Z8B6HPQt;tsma|d-&Zs3jxd_sCkj){kw1EieIx$dKsI>1Fyig|M32NYR4X* z4Yh)g12Bhns?#3YI#-+rRV8;5%8o6FaH~i!_N{DCHEz+~&UpQYA>R?BL)M8PosjN? zqmKQabg_HJE#GyVzjuR%%abG@#u}?9U#mR8EcWtUrqcWt=$JC7u7S(~R6xd*?|d%> zH{2rLf|~a)re3^zGbZ`q)`%AE?GtN+r0&{Eqm1&VZ|u5%m;3cQ$z9ckyQ~u*G%P)S zvlo)6GTk+7yoo-WnnH+i2K zJhPIVd|fbqo%)>*@8a)BbQfaOC{NqJA39Xs_#rOkMV;XcPywsFC;Qow;=5`wwq85_ z{F}+SeU%X3QOxiV7rV#Z^1bPzrJZ?$VL{*0nV>;R!FxAjE;odiaD?Y^+kEaWQkaI( z57WMaT75bpi2Mv!v;<^J8jDOs~{iF*aay`!LLH(pJr;xiYt*zfB=5FVHEw`bE6)_ex)jdf1MAP>@$F|-C zH^Pv|Xr4u`ImrK>nfra=+b3m-wxBr}K{fY{UqCYtUrg6?ce(BeT2>MI+Ht4GwFIm~ zAX_KjZvAS<$;mvw1>Ae|e72<6_lFDDv8j6=OlFqA*1wgHsE}9K!+)%+{Olb`=H(Hy zEJ1UyKHtjI^{ZQD1HpcK2kI8U#&$rHBh0Vg75c9Ll~|y;3{c_+4g2j&%udj+_WHmg z3#yY~Qxf17PQ}yo?~SS7cL-$e-VpzW)L3okN*?&sXs1Fu3ReP2e=@ zc&o+4rF{y_NcnycqoA|f@CKyGV;0-S6t4Zopc$s!X`nIl9m{pA^A8L4=YV6aOq~aH zsJ$`u`;RN%z%6yqIQ+cbrwjR#=S()7c{kW&N1`JCUnOh_X=Tal4ug99 ze&%~z+Y3@b!2yh#bZUNV$Aux%|T2{h;YAXt7$JUfe7EuGe+PB(8gFPFaA4KtOSZIy@=o zUjRz|pd1P=vt~>-JlvJN@y2Pn1n#w<8Cg)TV6PFZSFq>P;om0?{pNUBYjSP3Fq=O} z-^{}^UZ?o{tf@BcaQ#;9uWI-GjpK1<^f8Io%RkIJeZMFEiq*cq?`E&B3+diz_V>(I zdFPzEAl@LGg&zdeKs^(-Vgt3ttP@k5zV-g;{QXn^w#l8aklr5lRe$IFRJ}UE@oJCA zdhmP~%hf+3_M1fPox0?EML$5s&_zyre9T!_c;va5(7Gp@_cDJjkm*QWQUPiSb-`Og zUGkA#{po7p_zXKB%+?>_)&=U-NUrPNcWL_GLx&H6bCZz2#FtYVA0gxQA5Q6iRM!6Z zvGVrq*3!L3UN(srw38Y4fab52+bX_oy3QH?SCDV7krPNl`3R)mI;d@bq+jPqzrZ7R zq16Yqm5+eZPE~44h1qqdZ-ojmCz%CLb9`JZ_y{yAr5I-nno+J4%l_p2=ZI6yp2FhY z8}2cJ2f-Mjt;v(iCbFE~t|_-!zK40e+Tz2)Y)I&~ zv=_pMite(-xH#{yIe7gM`{RH$DIK8t30`rXe*Z!E^#|dSAD(6J#g9E;JpJNB)jIG5 zlxD>%za4veZb)&oCrQfAGtiiJ@gZaYSYg`zhw9fJs=xR!Ip>Xj&p~C740!(EDQ`_e z{#&ynd&}iYEIyoi@c}eS%?FLJ^?&&6H}cs#w$Jb3TMvrs9>?`PeCMB4*()Ds7JK=+ z^NsakP&?xTD3!uAZT!RfK{%R0UcU)6n0311+$wODaEz(K?7GQAzsQ!;uO;Slf+ux! z8bJ9Sw%`D?44^agJLjt3DIw6FC}=5w*>xAQ8ugf+z7 zrdKbd1*L4`^=E3~Q?uiz?f6eMMu18W)S{&`_4|$~Mc_Gw6Yp9M7MCmU&VH71hUItS zzDv{3zB5#j0Trc(7KFQ%K~rLQUD^DIvi|*RZnyrO!?eDqHr-^iG268ZFADvB&AMrP zoHKk{X{&V^XbSHpX!w01bS64|W19W$^E$izC)`b+xiemZnH^C^%=vJP>(JhM-D9zN zoa{+wL49-dM#?pwyMMW_{Z_eh22xB+vV0lid@Q|BSa1DLHu=^TXUyKs?(=JQpTBT7 z{pRU-o@aRmyAR6rIBvYL>l@>K5urR8b){(+@1|o+vHu3m=j`D*Px(p>2XWY z4BnH(L%SDon)9SgkH$Lt0U9T@JXV&tcQR-Q-Dt*p$jTDc$E>p7uALGv=LW4~0gb3# z&|VB3Z$7BKALPX2)@Qea7TQSPjWq^!%?;G&uIAaHF|*+P^LNG}Iw0FH<_Kn%ewW8|rt_BV5onN#2c5+2YIo=(dUUm>+YQDN|L-=3mQmAxbb|FZe4kNM0x-IwYOWp9#P_%lk^fi z;tZNtmin+P<4~<#`F_`p9PCND*wRQCbkt`OcxF<>+em$GwwGjIL`${($s^XGob8w+ z@L=npBk(2VXF;o@K$YaF>_1B@Q)A+;vBYz6wu1&vLFEWEB`Zt=56X(ac-Q^rj(*Qc z(7=!>xEz^!hv{rw*{sKxH_C%rZP-Rhxl_Koro9sfEhXZQa4Q3q;8WLpRF3ddT^Cnp zz_-_ElXW7fM+=FygWC4H^>ub1x4#0a{aZll&q;hab>dylx}R=#9G-sr?~48KJ7FPk z8l$nXZ^N5?4rTEv&%ld`V9lXynU8i{hn`k;-j|gJHJLF+1-VbZ`?v}``ve;8gbiBs zJ+W52`M$P^-2=Sx0HyPR6dbVD1Y}14ly;nk%AMcy9gf{dDEWRAV=8FhhIew;r{;)X zvpo)4S zpS}atLeSQ6&bo;@zBozP6hR!=eYLIc_DP+-%h?Q)fCS;LvpWpM9^N~@;loLF z(3mX7+^hEMcZJ8BK!Zk-=OeGeCsAt-gJ#wa3+&%#1DboqNF(9b?mj-NdAqgL|1M|& z5;SRr-q>mV^5ypEJLkZI1DJ^f8XAZJ;CJVqNuBJ=ZqYWckbB)+1j>D&mI%~el|rxo zem^Vv8Z-`BzJEhs1Y5EBjJbw^I-n62&~B}JB;)T8;^rxTkkz+XtokQH2VoWG`j~hG>f9^Ls{rC-tC%lTS4VqNhN4- z_B3R0_F3ebC)2;XocjGcBydg26mZuRx^yhNDfr( z9Mq@U3t9>AVyX;emiM`IPWI^?oA@^Hn`22J{O>zkzq35F1&u)zyz`T=fXzjpVk!^1 z@ZHSuR5fUn5M%I2UF_cD(0))pd&&A9)LaEELNZEgbicI!()MXWb?TtT8K`g!cY_U> zhSxy{Oi#Xe2kBdY)?DPQ>+E!``ZeKE<6F=G97Z0S7g6qi;qK(P4|xWVL@#-F?pf1A zw{CO>uq>59@T}kZayW}qZ>9rs~q0Fy?njj!ulQ)7^ zi7YLjWjF(rxItrEm!;n4)uqN%+DkWhUjQx7#3*z?t0F!>D@%;sn8Ll^Sgkpt>geu+ zbH13aXO%m5WQWniZQG_WZ|uRQtztP?+n33qyr8i@aAVHq!LPtWQwv)~-=pg~vpM1> zczq_zUE9ePvPYG8YDBWq(s^VyniOB!*~Y2=V#D`sJRfv2jx|Qy1f>s*m1fufgDNJ_ z^0oyLlWsyA;)lDkr8%ZgH#%_A`XOd#hW|aN`8fG*S>oP)Cs3~&-U)ij)SsRdqsMJC zxv3B|4h1UdkX8cNZvHS&aZkGBRd5Rzl;@TAY~Go6gZJ0e!c>m}c@u0)zpB%o+P=HL z88olCcn_#^2U=KWcAew=sp{02oo6?^l)|O!p7tJyE@8HPqOTx>5S0=Ih0G7z8lSL% zTB?`pe+ z>;Dij1ysIatb+puhI8e4kUfx&1!(Qu)Xp01la#1 zj4^N8+WLJ*MGrvdaBJ9cV~^;2NLT#2!Gl|Dhc>z= z7-3sy09w{i`MNCeuD{db-H=oWwyH3f`QfSOqGv$$dN-)a0$LRYZ&K~u@J^2V9H8CN?%Zu3DSA=P(QD5M*H!xO~-QQ$d%X#piVB>besOTTbpoquS2;!$aU7q4m!5y z5)IVnYTtdZQl#f}YDc)Yd=K+RHc+qg2z(5rV`|MtAwlhV5Ar}uTQi@XlQ;n#C^dP! znfb=)xNDq7Vh=B@PN`@Gt$~M*-NQyo_nrVR69)C?phNyY-Hs$h@42rAS}Rp+fKdeV zui4Fi;VwJK4M&Z{_CP0}G7m20Z8@FXcRwCu&5Mt~Y4E@?bIbRGp!G&b6Y;nEh4j`l zuluBob?IS5MgQ~d-~lV75phw_3ZSVr=PLSATfQH}7)H0-@ImhVl{=udx^+8N9R&3@ z4bOQVj|{uBqp={>vvBrr&~jGL=pO2v|A9ll86MUe9NL`*n!4@z09vVWxhq@x#_4&} ze>l7W4GDsLycg8d057NC^J(|*1G|1R+^sbLHR?fwIIqM4hyw}A`PJh1TfTkGMKKqGX)i(S$L4gmN zDgo6ei+69{*(SN$`k~!>yDrcMf__k^3bY;&Hi=RGePZc%!Ck*KtiOY1?-s*m?@|vw zUEFf|vdr}~?0rV}Yj+>l&br-N3hGNCHZv3+ox6kc`@g^rY4BoVjO5$DW_SOEyY8UK z+%GD{eeWx10;6P|OJ102%)GWA34P#V9z0cuv~vP9s-4pTPK&#svoq!C#k^0N_#S%g zddMn^b?w{4*6)Icerq^`{gr$Wy6`GgZO_UH1(i{cgl>VX!c2-M4praDhpf{DWfxE( z1)1XFzQ-9J)McG&hox3g+rP(u&7S^%d+Lk#WIsD6v18F<=)lwW`;tGxJa#O+vtf@g z-;r6M71I$ExoL+Lo{jG!(HIX|&3J&2Ik-chx~*pVSPl_dpHwe|y&I zcC_9p*!@ts8f%tOzjjys#kJ5iyQww*lF%-m}u0T!9WLI#*G{?kQ!UkM_s3$)YobPck?wir^*;Bv+ z1@i~cmPYZP zNuXsi>I*mCi#=azv~17($&b|)Bj4{!yCd1%%bp~OG8(EdZT?;LX?N96yqi4nu4!>P zY}J&u{Bt0^C?6dx8f z1#blHfdKEM!f2VEuLG5<;N@emSsghcJ#V#`$TXXyNirQ%(HFSitWCRF+xEsz`Zd^% z;GyF=J(bs4`6HgBp4Zg7Sp{+<#)#EB9?KPSP9#jr0*lJyU^Nr&L ztcwASSHCk3`3`dUL4K#?t-Ix(gLcf7Di=;EsFZlzECuSu^?)||fVSU&7R&euoL>J9 zq04b&&+%1R;9X^vM_-?Rv-U3Ao&4T{7gGhnqZ=2YDKSljl(?(~Vjha~gtz-QIyaFIj(i^-#Eb4@~(>B&WK7Mz4 zpV&#CoNMr6>cl&c2IhmQ^Y5fjyOZwmZu7)Drr^N~kmSvn)Pw9N1=rmPidp{^G%98S z8fSJZhK$P3I~w)p*}e_WEYxFyyAPKKwB<8c)^+?4?;if^*XXzbk}e3HLs^aHc{;b zZ=yOWWPj-C*S7P&m9T7(0gZryMi?i7c2(Y;Yfy1u5@b`tJ^qM_+u{$~_8jv+!!C<$ zu44U~-N&n6ZsUGEH%XA~sL{7F=<48O(J?7sPwm*l!>Q*8@*hU~VEvli>o435Pu>b0 zsRb=@p1oS<#$C?vOA`Niuy+u&U%&hKu?E~c2-^)=5 zpurZDO%U;s<^8usbHIsf8b~8#letS-bh3W6T)|HbY^&3LpW0OY$88^I_owT(62|qQ zf%d}*e!phro8P%Lcker+WI0uA6Z-Ly!!`<-_?mEpojn%qR4cbB5xW#q^PEGu2c6_;-jfD8#s0=pQlbR)R-3c4w{gq!ghS_F07mx zyl3mYLXBzXKn?qnGWftB+>zfqKx;`sQ#U1L%Zq(k&5kC;#Cf@GEGYvIGS0n=G|0Fa zJjnQ_E-`lF7d2z}M!O=Z1YNPmUUJ5DBCp zXi4$fg4J5JH(v)mDs?)xFx+alG27ltH=(-rYy$Zz?&zDk#Jl>fAcyA}w12GfJ2u7S z;J%0+>1#~ipM$mx-32e!eFq=gy$c@OE#JT49iumBeWl!nFGXO>4%UT(h6%FowEh7d zl8|10Y(Y3|W$?VcUUg;uD!cdli|+L@0_~F716kvK=Hv{)`3%1C-*}?W*-Eg-se)Ez zVodZqmi=$~+7}KToAd(B(0LR%D?UDzEAwdW*D085RPA@GPrLj0nk}T1E4zLMnmDwK z?=YU-F)1u!ijO6h*{^vKW&N)ofZL8UL3P>Q(>gW_kFVE7sYs&eZQL zH*Fp-)4QVQhW&7rVDD(tb%S6Ky38~?Y#$&Aceb? zrWf~0PCp}{r=NYN_#J4(1fy1(7g5>|9!R$5{F+qW3>ww}O;8->HSof1t7~rH;Hu@sGj|pc@+C3|B+4AHv4aYb#2-WZnlF8 zH_60MqsN~noe(^I;vJ~f>j>UA0NRty0@^|!QRYA4?&LFf^m{tLKR1A_Rl06+H1*B; z9_`eo=W{^&ol%P4^GT`ucc)*wD_rs&G&S7-+M)|y5x;p-D=&+;cH~qaiw|0$rHc=y z!uD|=T>YeaYDf4-rMIAA43*+^9+?f`HEBJO58_US|C)4dr$decmVvRGwwvF~Q{0_C z6EeGRoeY{a-MsTd-_P)4Pb-gcgIgXL)0>c8{?gzGUJ!9C3$z#G{6$H5!G z)3zAL-@%o+8?=*V#k-b+!aB(tcgsCb@%i^>MTh|RPDRxln;Hu>rcDGdhrJ1H zXeRvxxlrzV;!V9b)6bs*AG2^1R0V>M71(uDlzV-T_D+!#??A)d*xdQ!&*Qg;b|rxl zBPazc@7}y~8V^73g7>*v%5@@AH*KXcdKAW|-xXS42Tc{XqHN0E_wW?kq1w6!;$5jJ z-*ZyHEl1dTj)=N4P*UiWMc)lNGYindq*844kDGfpyphZQe^+l!d7rC< zK(~PcXsaA(K;z`Az;E~36z!Z}9JCNvEpZpy=Bd10Zx2wp#$?sNpNl$tRfYA|C-33<4{AkV z?9tWN*(1*J{%FK|cpLfyXq{fpyK_7CtTSG76tuh#hbC9H&*H}(Om_n9%>%EQ&OB&c z!ZDqDr*nG&miYqEU~;}0WOd8ESa2&JG-0rewX8fnX5Iowj~ZicnVb84Vdrh|pz8-e z37bmuYvBIeoDV`K)i+<8Bp)?`tUCsUFQlh>P<#Jw&;W1Hd+;*O-Dd>AJJ&!9&px#5 z2>-Qdx`_PcAD}U4P+|;+EiRh3SL)9jyA5yR6n682N6OA^_<}f4Cs9r{M$WB=w}p8l z8z?zqjG*e>y{orI8>N4HZpm(AJzvS|W&#BandyQ?dSic9}u<&h)W`#m967!(TeisgK3sms^{L6Ide|( zs?Po@|7lhJ3+_#J-g|xK^yZm5Y_p#RyuY@usQL3oopt9O=r(atwT1Mow;{DfW z;fpvPw#y_8IBR|ES{~`B3X-fp(&$x6ou$jBJ>VNJ@)iJy5`u9)E z_M?d#Wxm}_*bu?@J1*UfeRHv!=;{3XlT+_+{UG^2>3V&Q#FUg*cf#*KJR{lM zo$KbARk$nS=ED16*?qE*XiVDrFKMgW#xHMYJ&x}Y+c^@U@G>Pb92gb!K}rBoejv*PNeLb6(+oap|$|`Q454OL^G*!G0Ahj^B9r z403b#(}MSuvM)nygm ztv+v(ut^NvZfw16bA*q^!5wApdPf(Ce!Tq%m%d-W%Kmg;OtRclJ$I%K+j)@bZ?(Vv zP~LLzsKnNS%Goj^ryt(sW$S+W;T=5v+_R0oXWLwU9^{fAfiFJ1`}+0_A1G}2en@XQ z*m|er$I=TA?`}T4`}$0KvF4*i72mDE>F533%}?(dSA2gn<7-@coLIAb>(#es`rhh@ z32*xNM8Dbk-2HVNJcNHXXs;>U3zACl%(*8?*^@iV;UPyS*l4@{c zwU)8rzB$5Y!!;Je9gD-O0%w79<~^vDpdbcY`94nP{krsszIwx|&Zi&V zu{EcIQ%LvD^$B-2X6@ZR=d1j6SRzQ+_zIR$LUs0+>rX4ce!gDjf6{mMPuq_^kUVX8 zfA7BaHxKGO+vjxfd5}cRiM9XUKFloy#fG_r&NPsnXAi!a6L|Df_4lO8^4j{JKg1V9 z>;soT_wL>bHxqlj?Ot@g&nIIGkPc}cvC|LlLJQ}lpL?q}?%BOBwD?c=#cZA9HQ%j_ zBf$#R)~5cL@qg0}1Ct-ZTR=g351hH)!!y_WyWLOka#wtRG~<1qK}GM=8SmrnpL>%a zRve$(e_A5)y{`M>2)_4mGN}5*R)4Pke(uw|Uyikp<9p_Ae0ApZK_4;ZqpOU&cdozk zI7g?sJNKQVdBhyOu;&8r*+3Ha`JjbmRQ<-N#SyFd42!u{(8f2ff)u7YgQS~m$^Mt z_IBhM!|%stDX>kCdTjZat^H`xjPmA#NtS1z6;Pt|{pVvKo01nmTNyco=M~h~B zx7r-xqq#$3yXl*CN3BbE_^O`@yk~3PThsxoNW$wr-iv&+m-*v8Ng?T~rvl)LzM5VSrA11t=b!_gtR|jmPfq=Y-zNc6?u_wW~gwM{M=3xhFTy zy}5Dj(WIoykMynBrXRX+V7gOwH7>1H2OoUYcY~%@W6N!z>~$ynMZvEX2U{OcX`LRy z_wgRM#M=lj@wBGJ?Faozq+f4yOp&hf{gug^S5NMqj|;geJNZN=AXv+54`JGGa; z2ghYNA1n=gJ@x*s_37Q^5AIrnia>pK<4B%wryky2TU)yG;QN*~|NO=CX8kp@)R=a7 zH)^VzdvEXWsjsj8vVS|vb?bpW(Gqc~R~Js_Ox*n{dY0{lr2Y1fr)LyLtgZWU`nK_( zP{(p!V}&&{4j+I7(nQhMv)M&oORr9P@IaTxFP`tk(?&JnrY_3`M_W!c@H-f`hkl4N zIQ}7=^=`3|tAF{?&YuV998A%0Vn-$hX)Ot@&_uicD-Mx3I*`qr_ z+%|e|5>tbYUkGEpTY9EpL-N|i$)S+ccl^-gKGxOA3eR+T{F6&xq&nT$Xk}8p;AqRD z!u4B@@>VT6a{IGbIO|>0GYuOO`RwB%6}733U1r1P}v7f2nC}+8S4HH^`a6c<|~z=26V0LEV8)#;3d#cWRI_$8+t!RlqGAWJ~e8vhn5wf5Fb=qjGcVx{*^9ud8 z$F}RZcCDVln0Qp?(>_Rzw<@ACXk$_+&zHTe4?WlL?e*c%4r@>2-!dbh=a}c22W&M3 zU5|CwaqY^U!I*ehMr=PsS60OLC5dyd8hrR6*2cTqS)bozrhwTRK3%mdrf!GVBuG3mi?zu@ZJT$@ChvZeSN@!1YZ6mykAC>Z zQy+RE_NYzX{_-7vA#K4;Nr#2E+ehT>XWyQms1T>iq4lgm?fg5i=U#3|dbXkG`D%-{ z{aP=UC5f?!O3UOyJ-6xxSX;b(TcwGiMR%k?O_0?#lge%27%w_tef~@$Ywi9Ikkl#q zdBtDhMWV$k{(|b(&^Mj86^}*@;aOC z8*YM9=J7Yt0%m8DzsX)ma!NdK+fHYl`MNK*Y4smw)N&tcvpiD=ZN_gX5X|) zi#rn!zgqS8>CH<|ZeDuRC?;|Be^7+iI@|?_1 zIho%ay7%rDk>1gNmdUy2SEN9`aEr7vTmS9t3OX|nzlG#GLDkb|nYaIEPCmKiwz;A0 z)Z;BBCw)AopV_?hCbRChcS+p#fw$fpm{+;(-Ol-HlI97$nVc^t{cZI)DFbODPqN+c z+uk5%!;9Pd-Gncv8}Wbn~t@uW=I{d;#OBwSj}*|w0iII$_hsQtdVqE6)9_trDO zrM_zQgYWeTIy1lhR%=V&w5yzl*J{|6$B*8cG2@qQNYM{UW|R!Dhf`(d%wuiZ;ImtEQ(Vf5OaS!3qm zPqPK4t;zcdZO>1#-SEfWV46>Ko$%p)@AjwWiaIk7e*zU~UX7(}Z#GW%yMO9~nd6%o zhd<92C|mOmrmyd*y6omZ+v+4e*NFZ12snRr}g*?neTwHDdp8Fkg=ng^V0)Ff^n)0oNXbW{gw?W zr8nOvfD_!*H;r%pH*QRc`Zil)+8M)Mur}4=6Lr<)s;^5o@Avtzxo5_;ziJ(-#V_iF z4^6sSx*yW*2;IcK>p%OkNtt)^lPYe;n?D4XPt(pU{QdUsQ@(fH<_9H&bQUHx2N<=# z2gk*CL|ps^$HiZ@YYr!6_JM7@uPeLneoNmg3Hj;Mj_J=`m?XO|-mzS@_{YEf0=kiR zzgy3kYrHAtt?>Q(Qs1mzyZX2bH}`w9gQNf8%rlI--`@RV^G<8rs2gDIVkJNwl9TXex z-=hV}&Mf>5FBUKUUAy#m^o74-ZL-Ba&%c8b+;N*-_wU4J_6pBT{WyEk^|0Zr%;fS&tUvxBNFc_}FGyy<7cl zg(*7KUTF>yo8D+dP6hWNLpP}(+P}4>p8L@KLmwV*%6kw$PuF*z?pe8vjpf%5>DI-o zNd$2koIlRAF-7hn*ts7N&i%1{+K21Hlih_6PpWL$&-!q>cmIcShi=Z&y>$l;Ot<~U zI8W&tC}fX=L-rveWIz60`}BA82T;g@qU2CtWzBx(D4!L^bvsOs+o{+-e3{#H!?6F| zc7-=HoMBNZTfOLawDE`)_&0 zY=tR06*>D^9ZxnL{svDzNxz#@e}DBqzPR&X=b5GrDRQ^p-?;nc=A|SjMezu}Yb=iq z4oIb#ae(5N`_LrI5_qJj@3N2BW#8~_yMfNk^s@cQ;N}p>%2tN+8w?KyME!kz3sml4 zNd@fQ-(Pc21Vv`)|9_txCa0H!+EJXX+phb6{%3U1;!Bn6gzdaeptRMrA%*WQv_&-a zP3JrQd8sc!@ez4U#_QR|zhW)vM*Z*1k6%d+)znoA|d6 zmT>OJAFRCoY(vn2{AqoyH6kV9hW)Sj`L04;8TzL475}tX{0n}8v<3d<%P>-0GsFFB zbinloYqE4n^FUe~%j_+DVBxt@eVKj4GW&*?psN4)muP{wPt`u4M5DoG+xqhK zlQtInF6(=bKrOdQoBDzZXymU-^tY+sV6*?<%2X4>oEgVIM+=ypdHfSpuP!uyGvnY_ zLH%#CuRm+QSeGbwT3%)vw8@YYQIqs@aq7>ntS2&(E*Nk(X&WA&rgnZ>8vm9X@A>C< zXYp&l5Z!!l-oy1=yH?I%bv(N0@JDEp5v_joWAW1;$`*Cp&GM6UIQ)_z0W(im_uI6n znC>$y&KJ(Vuc>a^ruAZ7vfR;nr!C2RN8>>~<38KKKNo}k{9;ZrF|_HeO#5QJ;AG1O zlV^c{#6qg(lqB-4evy4?d-{*nP4Bdx3I4gL_yby2b=eC3xhVAKS96Mq;hGulAFQ{5 zDvr&&kKPN)DpWM$w$Z!wKzeC%#_FbbR?j~EzWDGvRAZm*$KMw}{r(kSW@7keM!MC0 z=2<=*{>gIt^BrTk&r5D>zxt4Me=@|vjlVA@!t`}LRTnkR`MS|~Ma11D|IHNFM99vv z**)9#LXy+bT@SXmv6h?eu{|6wS`u!^e5fnc{pc!4J>F%z@%P0|_p4^MUp%rQY2Maq znF~*D-UYQ+v~<@j%;VQScBh3*!>+SeidQPY_pyC`{JbEf=~9fCLXpa0++ zQ;Xy?k8ZKah2$3p81~=WuCQi?^Lt3tPZag`|59i4)%-;*ck|{Mtc_a=axyI86e!WL`~z#pZB(zbkF1No?`AklqU_A$@46g*$$h$K z!D)u+&ey-GO$!egPquN67A?7M*ni(%@s?rx{q@Gy=^@AG{rH>mv-a$p z2a?+4GB)0iZ?C&ABWBa|0h)U&|I`)zfVSROCHeoU+w`Z7X+Nm9aK6eGk`0f)j}AzW z;4Y4cWv{w#2@B}QJs7(2&yu9Jb?1JW?*T=8DY##GsO##&qb<7_{5`g|UwydhWgjRv zf%{LJ7AHabhDYb2SeWlvvG@H&aJ)-=6jT;7e{dx0IJCuo*Pm}Uw2U!*(|Ol_+TH8I zUGBonhG~vB49?%FJr3!c7``hqZl7vBW6BE&aG6&5rLO1&B2>QAZTeEjv^PJoLg@30 zTJA%WXSlz&UU0NU$w&78rsMZsSWmq-@B0p|7weMb_Rg27f|eJnZV2z4ud{dk+wU1k z5r*fV)N+G^g*nPcV;ifzI&a>Ec&>Z%wuAH~%I%&nQwG(S6H%A+eRJw};TyHw&25na z5lF?%`HBS#EY~cle^yZq??#>G+X?kz=$p4(>xO+Bj?O zQQlu&Z{JpSuWouL^(^qWx{LI)fZwHQ&wD_9q4~OB*NPWO`0~u_PjS3q(0^;YLJp`m z6)^on@+FzD_3|QLVg0=yT$Sv9r*7MwI=1cki8nUx%Bin}b@=M)dHwF1w~Kx; zy$#EVJN~{YfG4+4le;9>S-n0vZ*gbh(N`Bvw|p>x_MdrWW?@l{sZ%4p1t)Qgdg+lqx0f# zgEGEK*z~vh=i#Nk{)1$>Gl{HoCcx4SvImpE9^AL@ZJLSUnuyqK`)#6U*+2$d_O}>U zo=IHFc0NgN`+VEH`%N2?__iY=@%H&?x6eQL28zVO-_T6>Hab9(M>mak^_Le%ZHnxx zpX_5zJStNJO*3mEDwV!>tL`^GQOn)jWeIA|fQB(ZW$(s=kypj8KhA&92TE$o62(|} zwc(bTzUjQJKkfE)d1X*%(IyXC8t$m&w(?8*V42Cc`b$EbETquxzhkc$W!QcPT*Mrm zcj9l-$=bi6wcy(2T{I{#i$H-X620f|iAQXIz2Cw{XdZv-hV}UZd8;3N>wfx;dq*wz z;kL><`#^Pz^s~a>Vj)$JRnmA@Klttm9!d&5v-n%LGqk4|C|bSfTldm^+$(Ci4|i2A zdkd-qH-MAd+`{?mEOnAY<*?~G?XQ)#hD=0nLFTkTac6ja31}E2!tnf-TJA&MhW)oe?bxGiclRCr${g2Kd8O{- z3UJRGmK&~aP|w;Q@oG0{C?aP@`mKGeiH9KxOoXl0|KjwMUw>6Sgk?a(-$&tn=r&u! z-$#w^S1p`y@rYE$jPz@u5hzH_$vWlCbX%Pd=V7i){?>i?4Ww!b6s=DB)}8w8>tBJz zoew?Nth*I2m+=WyBfV)n-0u|sZ9nt6)Q3OHBfw)HH}v^7LQ|O8nrfwQ*4}T#1%8XM z@fJIP`)VdEvuI}><2YPp+dCW*DE8}{FTR-I)UI%hVTGg}xQuZ{t= z4Ek@rmq~*r>Qy&{H{Xv;i~qmHXqLphBR1UcKy4WCpio^sXSlavyXZ&p0%*i1f3rq+ z=XGz{UNyG+>be}~ljJson&^#U!dim$Hb(7J3zyA+Hen2Z&qahND8%+)1 z4IgyE?q7P+n0Ef1She>`Q@><3i3fsa`RC!|l{YWK5=^rHmAdqmwSOZ>dEz z4fQ3L8)ioYo}XC_F0O1?GqkK-x>dh!T zmg54e%Wl7yfsL1C-4Nb>KQeDWGpO)101d0;%sBoQR3$CiSTy%2Z&l^i?av`&i0*I8 z`L;qM-tw zox1#W5zKk_4?W;s%IbI&(L&?&PkOfDLD>&*3p7tF%`sr(J@_bM7kCtL%h%c;i#rcS zo?+Z;b0Nhk!m$7L_66rEc$QkO@zcNY7gppJ{cp(t7ie$h1d3KGeXsU@_Z?D^Mdse$ zxb!6R*?D($zfGI;ae@OkPxHLkf8Tg=LodW0w<+6SegjrlC;Pvt%fFfbR|nGasRWmv zHocW^_OX`guKSq9w>tad;0TOyLM`6p{@+y8=EBmH;EK|>cu zZHn$Uc^!P2^lU>y)lXP$d*kmtM5Eqz>=S*w{$Ktjy!||ERM>xK_kPd6;JYr5Uozi|RHqNUmo_fFxq0c)dqEr-x;h3adjhXR zt^DyR{Ey%zP!%<_0QMztF(Bsq;pX4YIvm>1F8&s45e2pNUU99PnZ&pHdiTVA(7sFmJ$aNSo_$1BJ;UDo z#2=n7L5)yw$Mt>mgsnRLmTUOrUp;^(n=k(!AX?0zWV7$r4atx->$cWcFPP5x@MuIW zbYf(i`~Lh!Me`dQe_<_VSpFw){$pg>-%ZGJ-G@ho(8q&{&o&et={D?tAaBzIZiyU(78jv!Iv>dE z99-XeAtR|m>@!Cl_o2<8jwEOn#&GWOM{G5}CPHT_j=$&U+Yi-d3W)~$hWpzMY&t8` z-dit#j6A7@1U1K#rg|Yivf90tUoe*m%d`a{-_rxws$cV0JHAv?V?d#$@7k9qgJcAR|Fobj> zfB$uzaW0u(oBglyQfM!E!|!^Z{NVkh*a7jKlB#w`LrDRdydV1uR;f0Cw!Q-)e30Q~H)x!drJvlJjro z@N1j?aD2JpH)!$)r#{hQ8~^K@m!1TVc&km}wo$(z7uJ*-Yy)XIElTHYD-w%y*KttGFj8W~Y7uqO17C-~9q>BVylyhF4c5@jv;; z-y?dt=>Cx}KHS2Gx-7$xr83%=d|#TUu0zFiAiE>rrZ z@$Ub|jmfv(&6cQJT4ED;9W-D84b+27$=^0a)n5DtO#(7i|Mgw8!><1ZEe2V2gLyC5 zt@q3gZF()g>;sKDX+OL0TkVQ!gy>zlFn;aj6`+pKx+K26|HT)Hu6_-+F>FokqVLh! zW!218_YXZtI>Wfvhr>=&7Bq<`-1XtZ8vV)A7rHG$or2kIkpd=bO5qhoqW_z^?3?e! z-hf5}UhP7jEaAN7yRlt#^1O_Pkb$nsH~%;i@Zt#FHEM65wmqqPJptb5nRnvvwV0i3PxiGw^gLr&3LYgF{d}VK^WU!q(P!ks zPF83>oA`SzXs9FX41A~qJR*|<8Ij5S{|(a63jFC9(Xvkr^$-0 zHUdv{Xnk{ew|&~3d`GbFl)vk8=!2>XMqM?L=s%#=eeJ;y&}!}Tj=$I76@Hs-;qSFi zzkOY=y}0w?QgD+5lJ&p+ex0zFu{uKa;nErIZ?}V591(`?x8Utcm$%!e-O6`-8!a*K zh>Y-eUk?AIuh5|mr`7fh`+W?awA|OQ&D;MKR8{uDn@?9as^{(BdZ&&%@BX0;$tbzd z^6`21XB(9MalM0Us7RbH0Hp-s8J$2p`<+vir<_a2#14pCO zwn}HdnQp7|L-Q@Ho%aV^z<|QWa|L_6s>;reeu)pU(0`8Jn|sxe$xk?XEXOe z`aZw^O70Jub@$Y={qFW*tzUt* zFzXh7U+fIG?zF#F+KpGq=>Z#eUHSL6F%F!%BV?oAd^bN3wf@@%ulDJ`zhWK41C6Kt z{X+{?{RcD|f-!#tM#=;m^xuB=SPcYe?RVw>+5b;ektx#<1I^Ssrhd8I10Z#;f&?~Bo&{q!lH#HSbsuKT-GgTdQN=W?sGem#H2wMv1)EnNP4p0>Aq}wzs#=3QVU*xN$Jb)J-#frKiFNo zKfGjZ+_mz{71c6tB4#N*vzfAROMpPDeEQ`J{Kq@`UbUXCn!QTl?ox%hf0nm3m3-m3 zbXWeEcXRMInQ%}*#RKn+!XNBVX|9{lxIVq=dVk}$wS^A#KsWpr5JeSZsQ573)j~~mMVrsI)>_X?ScAuH-xWYg6rOS4k%O!z}{eCoW zzEgVb{cGRj+vdHDbzI>)Re8O*ik-GcP1uAV{;WH9T+xYHC3iui_)mx8OYdbr1f65G zyv1i8V|$+|dZ3~E`UY^|@Mi@*J@ERk$N66q=Y3WF8*Hy9XUg3_>)_(FSAmh>ka@%Y zbw$yYW7A`HzHZvjw0Yy&^r~=ySAoTKVH5tWQTQ3@_{m=M$)mu{29ti3uMK<_A&_Jp z|7ELi?ORY}SUx!8v-5SpgYQ;Q&)H_xJq!G7+&^o6Wk|0zchScckrg3(!|rMn>u`Ks z@dmE%u`EZ?^^M291zrUje_b)N>dK!pi=U;-nc9C|AyqC0v9D^~X^1wRxhY+&3*|!l zcA1-W+$cS`GAk$N^~`&sEm*XDSP^B>XLP(Np#Rh*&t(w;uL7U0SliSQd)TH8lIK_# zDw)~~ulzaFPNiyqZ^*OiNeWYGb_e=}gb7J2oqdPmXHwyy{gn#d3}lB%xWfZYY_UDPHhw;hoau z(qEuy8%>`ANZ;fu)e@RX=(XAz9+el2a4^d*$A5 zzfhCr&bKyf-~Cy6&N;J9TCVUrdsemGV5|6fM##%@dD)B2b%!pk`zZ5kn{KY3ucy21 zuibSqE?I(Jn;JZHLzakXA?%oZkzX^Y*Iz;_h+A}JYgdTnr!4zNo9m9G|LypHrN7%< z_t0Xo4=a?~pKlVkQr{{NX?gMbIg{9wS=Cn*imqoi=o^B={%dpBl|^ceZYx?Q&F1u4 za7U{yN2T<}d%iEO9b%R9IXNym9eI*J^HFERz2c*B)|apAz1q6gurNSC@nx#_y^`;* zXWo;|%yQ|T6=`+kN=f36IqQo!YulLDzpt|Vx2pZdaf#noUa8yVOXWLr=5igEuLyU# zETYjWb+$0Fcn)*X%OLZT+Fi4wqxAf?aHy}k`%t5J&#fiJ-rOH&3Hzqc(lg>cwn&=k z#n;|-`Bopk`n;ENnz};f$NFVkHol(y_>p1D<26g=Sw5}(xlQ}H;G0=f?Den2Z!zzc zzut3v`^RPHW2^tzSG7IiTbw!j{GP|__%~|ay>Q>xUte4^szpRs!IgXJBAwckBGOJv zHN3@Vx+QN-V&t){lU?YyB|trDg|Mzy(Kk&K%WVt2b9*Y7n-2wN*6q`jVc%r3HZHyD za)ofxEARNe_irra*=5fwPI}+=c-G?=4+Q%4jjq>=g-+-e(RI?#s;Jmd zxvy;5OQp+?f3w9EcEzg4I5+g>+Fst>7N8w9Mbx&>kw=r#q|MdvgA*!QsM* zcVy;!{E%GyqRe7l?kR!Kg_@K4?m9Ro7;Lm$HN9{3;-b5IbUey8E}FYx(XZ8aHHvox zywLqU2d`(|`?7ek-p04o4u8=k7cTU3JH_=3vd`jce1h!XDVq`WLADe`)Qh?Q9QD zuQ~OVY1?kLcl*|riEqEj>AfQVheT>$`%H-w$n{oK@H?v)zxKVnam{$I^_eTVrzS?X zTZZu!uaSNB!upK3>rGDAmCN_^8XZ6Ev%G3k$s|p=v{f2cSA0w_+4;K3++-7|uq>ak za?up!?R>?nWS)gspE+4RL%(U0aMLDc$D0==XM<9T{_ht(zSH!KdKvSj1P?6OAF%i3 zf$PS5txtvcpK6SDw+!zqS||JTjrA$lyVP+ndZJA$5Tn z9JsQnt0bNtSi3kz%YEmSzM_w^PrKFLw5VO_-q~+-e6f#dqPwZ0Hz*JE9<(^+BrGL= zCPcW*h2@|7W&5lL*8<;Zx$j&p`}AD-6#aGUh1dD7-*0+KX8(%d>&M~MRnKevjjxw1 zPu&X(maiu#Mz`-=FY|0)*^KJ@iTgNq`*B$B4g0B4Y;&eWO4%FI;*i>E$nN>h>Sg~T zNIBa+lgrw&=(Pd=)WbGc_&z_dI`h|c_t!)Ir3>y>Jz8FO`HO0>Mf&CvP%=Hgs`-}z z_k!!@OpuVVJf-t@G21`y_y_gZ8+@57W{4J4&(Qz2M*N%4|7vh-q>Fqz(%@?{H*?ns z6SEcfSucDqn0c0M-@KQ16PLYPbG?e2&zRke;e&zpgKrk`G7GFWc>UW8PW4w!E5ewe73Vdp?t|3AL+aGx%~C9yI!$W3Dw!+-s2dYx<$UXBDrO zsjXSA)&p*MxIJ#_OXmzdvm_TIIsW#z|bzS^*FwQM@bv4!vE9RI0w zq^dGsm&0)4;gnzVGFDIb`N%(u%W#^W(b>KGPCxK|Yqjuu3aAQu=Mb!T?fX`!m3u!s z#7~LPe?O5`_1b029NW2vkHuL-tCz`zXLZYDw_dCT<>spL1uKPKe>E|-xFB(NEVbX3Gr)R^g0|jai1%_GMU|6yZ0ynpAYXlFF0LaTJ%TXM=qq|eD?kClc`==PIt@w@#0(&9546~46HY}D8Y_SMWb#_1^n4Tbz7(m$$}mH%B}=F7L| zUjL6Z@*gAZx6Jtb^>NZewuhU)Y;JLznQXtJRl37-Hn=3t%=wUR#K`kw?p$zcsSDs# zXODaDUUjYi%NqGx&wu`!C~qTCI3fE_<6Y?$ccnX;t1n*n`?3|(!hN=6|C{=ivF?A5 z+=8SR-bGdKCts6Gi-2s2*!t+?<&ndgchza;LfJ~K&s1-D3M`rNQ1>#Spp zW`paPumEuj3poquext3A9ov?V>p8p7|v#f?R&> zDZAs(e|fhe*w{iNclxg>_U5-u7P1(uzuz$Z(vu&RVc{~r*xuFLH2EJn;lYj>TD8+J zF?ch)lj`4CBjOxc;o;TvysRo?gu z)Ni*I_$y8NvF6k=EvNGR^H#ygQkim{b&3OVO}rpvieMvOGD9tH_~ zG|1G=cAxorCl{zc1&%~epx#!S!K&9O@GxlVyE@y;ySoeuSGE0n{dvYkp`=W^>CTof zX0KyBzcT;v$9mOPgAD$ynSY+2+`6)JrEcxz*ZW&!**{kb{4Oxr@VAoZTdeb=rHX+j zF5SU1A8WRB2G2}#o?)@{rP5`C1AnW9UVJT5g|x1I9Xzs9>c{%D7k#gnSeP6x{1dcX z|I0qp|CPp1i}_yens5Dlp~9=MyJqDt7azSf-+fiGLFp>Df2%X?E^jP)*>}G0N=umj z+)r!c11|NOoQ=&1mj3c+qjZkF{Qal>!A~xHi?v&KT&TolLMX9l%D%Ei>%oiLb<*UTbQ|O1nf8EN0;@SbugZEbudC#| z)+O6D9^d^%U+Rla%>I|TS*v&r$L{Kxpdk*WGiz1_ZvWuC|JK)!Z~3eaoq09$UTMqB zP}3rR_h0F*zW!WB=tXF6d2VOzX=U#7rn11oy;;yB# z3*@=-KQq?u$$Iho^ZC$3LB6%Hx%rCpw`mMLv6i+d+^tqM{# zU02A8x6e%dH370=;cC~HC8CFRyqX&6J~LT+MPcsEn9y0EkdtDY@kXyvE=}qZDCEMq zv|{Wtw~9bl9%{;+vH#n+{=ULOk&unsLN;zHSp*u~=+!#NWFT~6!z|%iP;EA~N$T1* zyT4bU`yr1uzg%wrVX4T2kZ7~NA3g0KTu0+Mc~7~+(IV`nnj?F%ew3zrRxe^>fiOyQ?o_m>i4TXM#qCT zNI!a+tqy6282hD!@85SnQ)_UcCYrpZU1NA$`)Ol10(;GIyQW za$xI+>9@8nTy+Cfr)YCbo$L7X=%iog_f{lY^m+JH6(;tY`&#mSyRcj&S;~${SZmSs ztvUVTGS-^0UVG;q-=4iEw{4wdo5*a%I=O9i;S*1XTvFJRz%W~K#o3gX-peYu7Me|7 z+U?`qK7Gcg+?TFy_ewzBD$|xzK9(Qi-xkhs&iVcCg=h2^eueu|`Cgf~*O@&0{N<9} z0WaBE{e>3)mS@}ZSDgyff3f3mMqglwuiT^Orr+&sVwO!}Q#51lIO}jUP2tx^*LYad zOL)zkA4cR(8a*&L>`i=KRKdy%S}&FgtyYSO=zir2mU6D_}5=1#FRYgxO{^Rnl% z8vcjS(~`Lk(xH68XQU21y)%;J@K0NB6rd?sY&xqRX|3LfBraMgA)P zb=lOu>6@cCx#-(%l|37S-dP`-tnu;!sB{r9U2-td1G?-y%EoYsqeRf( z_2#E!&g+z_g*UbJ^^5=b_P`@GD-aR+geU!NUtayH|r*G!_Ym05zsx&(`EEUYjT(WJ- zQpg}`K(yAS$I%=$lc(-(Yu^Ux#Ab6`T^cBTO0g{UhtHQYl5*K!*M5xXOKN$z!y%_n z{Doa^!*#b~xDajPsWzwYA8#3K(m3Jhh z>yi>BbneWA-RGi`_k+t9ZIB)3dDn`tywTF<@cH(HmGghdgl?VQLt3xy8@SJWEZJiF zza3Vye%Z06;r+&<>w*7IL(-Qv$JV7qPrf!CNoT$I{cbpy(EpVR{>wVu5`(|y+burx zHJLl5i+7RP)V<&ljF=Ch%R{n%4*pHTUTB*^xpz21SVH53Y56Q!DcEn`DgU9 z9|xVEcWwgrC@(zn)n?N8_4x~=38lHhp|`Jc5hT(=H1+&UxYVT%cDlWCfsBFLJiF3) zDscO;nGWlmR_(8b_|y8ul}@)*#s1B;92?*7E{QpPusNPl{#H=iy3Uo}x!tE7H1|jb zb^ZNlId#^u*V481Ki2(xY<+6N?uDB|1XKBMDp0Z%1gP6+@f z4XNlqnPCjfT>jvqm&>VjxlF}gg}a-ZO8B`i{S9{1+kVwu(f(`AWYB1 zirJ6NT?|zfZ!}~G-Ri_2vJS3e&4!E&i~eYSCMb;yvpYe7~|8 zR$RI4xf%G*>gDb!u*PgvfaRwu=eBfSNjbBWAJf~GsDJjFykV8#nyf`(Q^Corm1|?k z#7xHTKbDroehL2xF1yV|y+T&29p7`w3bM9U^zGy@j;X794`~$Vu!gSed~pHNd6Dve zHld*~^AM;6j@4Y@>AQ9@yxu!BIf$cnmcx9tMUwTPApjlLtIKs_Q?hh(wC`VQSpA1X z!9jb4oo~qex=UHw&`IGio1L+CoawU;%v5`%SASY0+HtPt?N6X4z|k4@8s&2f+cZHv z_-7k`^e?Li>66)h`ufbd#;ZjAZ8C)9LeA$)r1m}MdgXW%Rwor-DPLT(GS+>s#Suv3 zGAw|9mW&)cU431^eRkz@^B$w)&3^gq>EK~5UHw;EH6^C=I<8!iAW#MbDYu&DIHhg`! z`Rz7-OTM?MZv#RnbPM|)(tGvZ9n}B3(z&T*lIA?o6~a>&=Y9OW>W-<-*58ovWBDtc zYN@)HFSK1c{$Z!%%grlHL|i__cG#b9|9xjcNY}r_q~^2ywZeAZHKm3Rd|F~3yZ77u zmvWzZ>+$cb9l0ltcB(ye`TEO#@tKW^S31>RxkQ3S?J{#N%;H{fy zhz+_YU@MXCtQTa$sktisa1SV#XhNq=lr9SuELGe2dWroRSfcg1XkwFn;=>xn4O*J{ z9dbSE6@PY$oOSAY_4Kg&%)`qCz@0ZP(WIA)+<49B*R6~d|C3CRxCTODI2A7trYgAQ?PW(Hmc@iPfAlB;1BYcfC!e4;)c=}Jp< z{VLuR`0NH(mTRQdNs(yBwJT&y*WCZJw2asICZuASt9`=evb}xgR#86fDA0zjFq@5w zA|nE8=Regb-eGd~i0-}&Sb^MAE%S8U=8IfeuEtvz>HPgXIV}3&hDG2l7)K}HTo{>g zndg>CaPBEsC*4dm^W{hFwRcJn&TIk?T5WCek%MTPAqTZA(#?eX^^Aj4(;n%7^H?l2 zj~zEW9@Y_?zE|Na#Cu@@;j?5KJ%qb0HkCTUdN%yo@Vp8sTVZZ70ftO z?U#G+pYWVpc1I>0o-kYB>-(VlQu@A8JDg59hl(eYf9#{_xqi_oec8|FbyDbNrySpOx;vcdI@~{QmdAYj*$tmfc+C zz3pnP?<|&@*8Y#I`}FSK&!U~>`#83*RDGyXY|*&ki|b|Z9G97E)?9}t>$?Bh{sd1K zo-Jkd{=Z`4f3Nv@CVxM2P7coeqJQANl)YV|)4!iCQlFlCS{J-t{pj{KnW<8@_Q^U4 zf7KGU&apeb?YE8b@}EB&?e2v=Df(U`cq+i2J7F)|j_{-aR{CqFx@te!+_eINJ7yl4Y)LOsJY1cM+ zFS(?Xj`l}t*!O*ze|nDIk{i5-zb>4&N@@D<=iMLLtHc+d`KaTxHeK;q(W3QpUuKJc zy;XKV^H389r+V|IyP(NlK`Y4+zPvjo)-<)RDuLi+Z^P5iP(>1Cqpm!f6ox?)t^1)a7u z2o}mU%A9} zMbKY9x0%VVE3|Y=v@{{3^}6?NYBV_h_uda45y<8+U0U?uYuk&JOQyD!@JnC%8||zY zx0Pdk)PdDvR@1ixtUm=FIsLM=yDE2f5C1G}!35j;=6C;AEi0E@IN9^*h1aqdCwpqk zI&M5=ed&L+yI$H>j?Jrh4{H?LbO&q(m3S3m3)4cE9R1~{eD+m?=)$zEAYuEgC&vxX zZ#?qsvBT}W3+Ls3T>Eix>5Nl_Yl3B*t{>L@#+Bc9`uO>~0=`bE0wZ^S{3VvFvQD{J8$CW&tAld*s=Ht(gcbHp$A-aWSj zTCYnj`jF);@;>*3>$)@jLD<^Y%EUAzm6woWb*6<3?OTW^Pk3^)pT7jD0N zdg68IOQ0#D4T^8=O`kjpvwj$6U9eiVbhYeU7kKp%^r0+r=j%mJUqec*wt(%oG9#lh zJu0qE_^?6o;e4s0z}0gDR{tuoJtZTp#G+=>;-`@c>fNmflT*~Qe z*7DHIrHUUTogW=;J5rx@!gWoV)0$WJ4c%rwUe2@k>Ab!0QKZMgZg-3Liy6S_CYwWa z^<1;1Q`?rL^Lp}2Px`k~QGER^&h@M0(~VEboL9WEdJ|&Y?ojy#eb1I9`48$ZgA#hU zpjMc5u9vpx$@5y1a7on^MFMb9> z2IIJ#wyu)-v3}c@LJh+$z9%X@F7T&@&OX1{dA8!#*e1;b(ie`mwW}>nKD>0xFW+}k z{I&lpm7I-v6qmgIZhf_{JLqjo(ADR!0-xRBTNM&%byDQE0j0dkaJjiyaxYE$Q?oI2D*N)-eLc+h5sKM&oTSYDDvGtxx zQ#!I4xtOFK<}bYxoOm;PX~pG+7g-KpOcm_14osf?u==6)*JK88`LjL+yq<~McYlf$ zn+|*FRNK<2O0BnftB&`6fOeLY=iTAB&uzc*w8beIX~*mQsR$j>0h4V*K}hMSn?+s| zv~rjF_(bhT+zSs~5BHhL${xQUOQt|p{Hk1H9pZGuX9Y`blaM#4jpSwVt^vFYP<7rN z#{1l}m(S<4I3=?`UMTp-qV;oMfCjg+PAe{2Bpstx*WP5W&>HiIU=ml@yvq;&a0>9O)Y?TL2r)(gdL-?EnW+m`n4eH{4_ z>M?!2LmR~p1vi=M6FcmQ|NFx$WT(y)Qox zu4>MAxi7`P(emH^q&I!~$LE_mE#%7DmwMT3{#WbvXT^&*&3n5qdyh=A=lrE7KcDxP zD8KLA*4;1D(tqXtb+?&^D;q&$n5rz0QlIyqk|M)nr6$m9&Fs1jU;3pgw#qk8o3uxs zYyDT}hxh7Ya-J&WEZw)Yc#7p52bZqD3${(ltz7m}DfqQyR?&6Ocy(B(x^yb2Q=O3> zsp;{1jlx@d(I-mA>_2N1Cd_1>3PN!2vF1li-Fo)P>!W`xV+O5&a=6mM*SFQ- zHDvF7kj=&U%@^kXVw)5AEP|^_{*S{~b+8wC+Z3kfd;kCP8KO(1WZSa`1`D8ZpgB+C zf}=!$t$ofE%V|yLF37B4Oa+aDE?aoLzx&T5hkosz&5+SkEBoRCj|*0ij;Dyf$_oXR z75@%Mr}iyfP;A7mXv<}smH%;xYprQ&-+Tp?+LI#D2e+vCiqBlevVYEs*u#fo zAf2|YO_gWoZ@JaA>v{=9TLoC#TT@Vf{F!Mcs4H}E&oZB0{bgC#UDum_g~otS&c7vB z!>$}%2HLO^_0b{c-+}3285=c=b6ACEgI1QVO-Kq}Hn()EW*Kj{9%R-go7H$WsP|O5 z`6cN1+Ate~*&v_Y$^rT8%rc*^;=zz{`REz56&o4%&47-}rD6e>y@NZ``G86eLO{T4(E;R^k27J z_ilTe=+vv?)K#FD0G*C4)olN#&9hMZ?u1VUJh`ju4S!s#=!xx6EnRxj_uQ}W<-U(| zFPHC>k)OEneC`$R`){QD=eKTlvaX4{w(PX>#t`Ru8Rx<>&TVVu3Osuf)LwB4DF(M! zH1@M5)XV@cPYhScvW#wjy2cos8odPdkH>hN5mQM!{VeSgxH(>NX5|r)OvwPB6S3ui z_vIZxYa#DCE*A>!`xAa9vBQ#Av*o<<*)MP6dgY&Yn=PMk>!GoH#QKx_GykOj{e5AH zqP)6)#e!q&K0dQJTqD;x{m}D^6;F%IJF-p)KfcNJ_-50`oRuF_z?J?+rz;g*Te5q( zR3jCC>^pS~wCJ*R#m5}kW1G)GryRa6;9j_L{ZY4>j~$mgO$IF^SrEKX^U^v)JMASG zay}kz;yOEx%Xb=R6_V)fnwl-`=bOt;f2^)yAWKP)P|re*oZW%ld* zX6>_IXO?tbv|`D!XTg`B{iv+UFOT^%<-$GFC!K$DTK``8e`WERjZSZ#mBH6@o!_jp z&?)KqhDGl|#lYp=T!DXYT75}}4`Kh>Ecz?>e`}x7@vwluC&4`g(9*rdb!oRjg#h;@ za8~(SANFg$&qh(c-;wY_4rF1@!Mbfn^8ZcKth*EN`{X6iA`)erlkdHGdD80kfv54Z zS+~w#d$q%WuXH+UXKnVrmh-nVmu^{j+F3a2F6-W(Q|u<6oh8w~{>c2T2_^a>^)<(H zXRDRk-;bDmdi|4CO8(C(*%H0K7F)W_Om1JHoBC2E_>I8UrA4QYhX?6Q+_2Pk#>DL^ z53UGC-BMcR-JHA(7Mk4!mTwLfyjs?0bo}tSc@O>I(ef-Dcr~c!89{qT}yQRs}lgH~@F1&ua$-MWu(BY4Jx61Cyd(rjo+q#eP zw@Y*EwpPCA)8A#z-|*t_(RQ|n&R?h82z>UzxO#!zl%>LVA>*4rX2!m=dRhDq65VY9 z@>=e3`5rabCj3~V*v9|WS46IbN_v9{X%RGf7`&Gpw?Yn{ql)d{(gjOxsg3{MK`yNWM_Xuf^|LEQryBof?S8DR+9FVVUsU71`GZ=Wow2v}eh={Nv-b*~?1a zKL2?3IJ@|t1Is?%X)USQ`MT(G>%KdcpDx7yQfyiN?_vEE%et5i);C{ft3%3grgPT> z9UQsOfrpswSG=FXy#D**>TCV)BJFq8zjCjC*&Z;T@k;svVSDD#`AF+|H*EPeUB&Kv zV{==;cgYpMd9Ku+TKGTf_W7sr(?37o75Ja;>)Mx##pai8DZ2hd@8G6@*~ex-w%VR~ z=;GvU-i&gr8y+XjDv3EPcRR00$NY8v*TfwnE)fBH^WJF`7d&o^y5PX`3e@u`nV8uo zYP0Xky2MQxn5~8```+{$YcBmBGBaBkG@B7YnRnY{^>U1RZl{+E_C2 zW%{bQdK2!H%0Cop?aj5lJe$c?D`auiD`MUM{{9F_EzN#^m&^QI|0D9ORr|h|ztqzIe*CufqnfGj?A!Z(+I-lg z{p+FE>}Sp%e?Kma^y2b0e^3*+_vgPK`~Fp$W!wB)%yakdne`PLmj>Rr#IempDEnvh zvWmC`+oph2GxV z^uK@bL3$R0-9KqQy}3UnS03pJNjf$0zU>X4IQ@Bfl5z2w zk3TMF&W0?3o0ut{U~0;_#bD-(wG0;jLNeU6OrD;2-(O!S`~Q*kzo!>J?*DO0qh{&9 zTc)RE`t9c~IC%*&`El&pk8KsKY=2*0kA7D1W99muE8(Xa|Gx?nzctC*%x&_ehnSd`F*e*D9dhlAL`!Nb134KsgL{2 zWak@;J2I>;mVlN_27S5waKFlhLr;H2GX@B1=_rd%+xUI1q7A=ed+*)3it}t(_V$Y_ zO14h8@;wgREpAouhUOiie~T0uUNbfRI^j{9vc%4aZ{Okfl}uJSZ{B^duVkv4ulLz_ z@`cW*-MvQbhtGpXkil85OZ}KW=a#kq6rZhSsQn{+wX^fpkt-H_H@6>qFyU`JixhGh#6ztm@H2yMAExX(;he6hxR z8hA0n2@|)NnGOuhHm{tYMR2SV6u#P_Y4NXVziHU+pexa9V>PqxRW6;Ow^?`chGxz; z2})vb&3)sIj-~}zpSa|@Eb)N0>(^}`LL8qaEGjYxw48C}&#~S9U8j=Io_DL5w_{)S znopjEA6q;t4zbKL2=t%Pakly*Y=wrpjbTh<5BG{q+qcepdH3P+SreAtH@Ta!>;BSL zH{whZg=Pi(SMD`Bp6s1&t+t92+%L(L_>$74|8*PJpJiu2CDz@IOQ#|05=ju^GH7J- zDe+2P#5Dmvnq*_d?PH(* z%k~?5&9@V~{{5%CH+Jv{fIBAjJ3~Hf{4#r)wD0%bA+mS6XL&oFRShWa)L3)hr1qr9 z`BNchK~sG>0r$8P4lH%OdEmP7-rt9pru89tYfH4yE#LUkKBM-^hRz$H<(@Z!-X6Q; zx=e81m%mHduDv)1X&?MPy!2i#Oy8#m&$>fSJFR+Y{l{(QVfnmeLA`LVNq^ROvQBy3 zyW^mC*4cPH@BbH&oM?FZ(2P`rw3#cG-Zwhh?EU=FM#vU~hZhgUXI=MP&+`pjs6Nv- z4^BOHDSuX;$=&xsr3L!mw7GvT-FjN1*k(tGSnRTI-Qa2eHaXe$n&@BMmuB;UCKc>s zvi3*7Lb31d(fHJ#92pl%~2--awZEw$+jzwiFcT^CFCdtcqS_r^+{`6qbF zw1TaVUYhRn@kWsK(Mzt&HXil#VUqZgeiq`i{n1&=k)7t3nz-EP#!8>JAOa3=x!Rz0(h_aa%53@8vf0@y4a*r_-!{LRJwUYbamK!B7`a z1)l2rUhaKY#2ewb9V>P2gs_=UT{-(y$t{U$*uJj5W7`!rzFr~!;xjn7-|?SCb< zX4}(8%eo4JCGUhR%v%*;eiTw>ny%_O9>x&)-|FvwOY7UJrz2&(?+3R2Y}>ys*E)9M zw)g+@*gpA$E>?}O{`|Jj^0N9gg}vO8N0Jr&er^8uCsh5tZm|8zs=%+yUKs}`=2)AE zvd%iRs&)01uQx6^RZdhZHY{EKN-;G0OD6x%&65uGy*c0D_fik(#0EA&oin1)~iiMZ*Knk6Pm8CryA_DcSTk3 z*O@B~cF4}`YVvV)U8bZO>{A<9I(d~`jMuUjscyd&Q|hf=DMvu`zUPMbl79z zN{@>o!SO*?HygPI``9jdHD{fJCXd$@eLdIUiHpFJaHq8|TjUTtqj{58Y`?B+@S3-7 zx8H@>E|Hq#w|_$Ytz_1jlkINL-~Z~((WN=?Kw#UR92~eo^UH_OS5*a?v%9AFf&=cV zl-BFWnM&Iy+xxmy}7h&OG9}mGi404`b9Z0dW*y4ElFj@ETc`b6JsFFaoB#e?eJ(EM)Up}SNPYTX zS)Z@!!DR;V)l+v#-Ep}ok`2|>w!k^{=knN~*)iX8>i?~pY(9PE{18M?&+(e{NW)?( zhsrPAP*ZK=(#5v#L7}ktpOnh~k}K?IZ-T7yyLZRsB|KJn^4ynCS`h4caiz=45G9_M zu2*|kS%>mhXzhPt9zI3=^74+G=YM?;pSyR*6hFhSi(dI&O<#8CMp=m#r&VkI0Z>Yq z;0DWRR>>PcKqZY{pUjUrS#t*i*_Pe^Z;Vf(~aRPU#m{Pq^6S}NI}Qu;#1E?B|1wJtJy~-8+w=8S zmBq$Kk)1g26qA4A*X5wF$ov$ttfFfrD8*W>7Hl)n*b!*;viUza!FC}cHwSFdp}O%;U*s)pKb14&L;75$|!=0~K~ ztR((_&(~X3=WEVMdgXd`_NwzftsCDy2oWpb>JL~O6n=Yw&qI-5^IM-mslo7-N94cE zY}0u{Vqv{{M}ucR(p(l7vUlaLGa(Xp`TU=rh^d*ntFHK^>nxwUOIEp0f26r^*~Qt~ z|4IrY{ym%`R#l=oKk1cvD6BBaJHC9=gW$-ID}8>71jmPfwS3ZCsJ3|j(^K}b;i+G5 zIz+sxpLqMe|n`lmpqgVH-eqpw%0?ox*Q{WaIdQjH0io-2b1R|&!YP$m@Ibqf3S$e10 zH#@#BYi*T_^;$XOm*-VT3gudSJ8+efhUmPh(M#94PY=>smKSt&vA5>bfXUmlwrl_2 zqFqt;5ggLXwWb8aJap(q*_>4z3xY);f~ui^-v#*{z2dy;+{+Z6p9$w)F1~)qsb5bu z6eZL=LIszs(g+IGSgAE7#1K}-v1h*gALhZuT@-U zmq2oA*wdK$1LvbA%$t9qSt^EW6&GtLQf;?Fiz!5u6(rdD08!evUEHMouO!IvtETRk z7eN6>ulTP*B+w91##JBq)`z~TD$!h_B@zNDdZND=`Xvf<`)$`02@yrHC8^-_r}_n} z{@(xlKxxG!t79QSM-MK2$e;NsuaeetoY>Vjb9_KR70 zCDjSR28F3pt@iB-sr3|%k6i_-C|`ZijLn>|XjfQ()Qf|u3%piU6-cgt7WNNrlH*)E!1`gPl%^!<}n@KH;dMHGjW^l;t2`-I(ZeedEs`wbg}lQz7J*7LSI!S zr7h@MCH=M%R9ejlIlxnYYlXCsf968>>5W<|UtLUH&;>5zxE8}nD8SXf-a>+XNv|}qXZbJ&Hs9GLr zxtxovA`7@pcl87#`^LO+kiLLxZjw8$-M^=TyoxHqBMuI!hYmVnFt=gEWF#WvgUjE;njz z?l>5_;M9g5t(8j2%V1T*gHTbAAD1t#O7X~C=yp8-J<&-ruIgb5ZEMn6wr|O*xY%W& zWRN8q|9b-4&4i|JoVF_tE?sa6qzjtEn{PL2DLYIJTyRQY-sk95zpgG_(6#k0D9J^g zo$+*jUtqJ=H*h9euZNT&cFC?VVhT}Q6ALO9nzWn~F1uX?wV3AGW$N>8lIPKT8q!vz zsniM_Ii z!OE==Y!I}>F49_ftYvGu{R4mfu-KRC;Cz>=u>xM3Tzu;=RdB&6jet~+u3x&Ld*5to z(Sp>e57^(YTQfV3&DfX~96m_-r)y>0R_R;$iJD_JtnoL zviM~#V4sf7LvDpyhlN(H_%&&jT+FGJpqgQ2$`1YtgIdRL;4;AvrA+7xmOQv}gTr-D zx}Fj&2?~YauM<{9U)kxGIpK=>>tLxD2baz{72tOi)_MN`q$b&0C{5l0{glI0` zWHKMp2#E@1e#9(yM#|=5g_C$zi6(k7So0ucM%gy6*gy|&OHoMsfVt|MWBngtF*7|s zRU>ZhP z3Q(M86|9P5vxzvd%4h193yZxIr!L(9>(+$!t$Up?Rd@r}`USB|*Tu!TPhK@+S0K1Y zxLo5CyF`n`mEGF91tqer$o5=(3(|8+GvX9z-;V0)UUe)rSasTP+k~`p# z+k+Z%>x;I0_@Pz$_ghdLw9VWwZ|&9R)~&5)CBIiM-*Vxwcjwf_M_@h@ZQHIK<|m-N zyaOz#zbY^2DoDi}OAFuGt*&~nI9_P#e)$lTf}Dfy@kLrTuGz5UGT5FJxINi-mfVkP zT;p}|=c_&?ZTE>&7oR|~$2rVTL3{ZGu%Q0RR}WQR`BmF3$@0FmJMQN0uZ9|r-e_zt zni6Srz=Gg#A3bo()7?*SrxWR z!=U}*1?jWDT#rkfn0qL>VELAS!>={BA(f^)`R!}>90-eOOPac?Ypu;ukglt9ztwnL zJ??6po;Y#Z8etXNqha%swEZ_C<)ZerdyZIhMOSvMwP{3ho#d1`!eU?Fx+#=}FceUcbzR?bCy_mmv!74`o+Qac8wo z|Gg&Yda?1+uz3@f_inqJdE0rF8B3|=#4R7LB?lCO90;}!7J!Kr)>%(kw|?r1sysBU zF8HfzsO=t;i(M<*Ll(;)IeX|p)tMl0&3|eQN=w*KTYrY=wf9k=D$hvU|MQv|;5@rU z%JUSv_p8Z=!R39*Q_W3CbW;u*)aQ=W2K{n8D!-Sx#oA$vDC`5?R@` z2Ii-yFWUGbSsT~vaSCfx(uQQ(UcF%c7nTyT5hw4bDnENR|B@4L{(=*znRXKwQ{=dYYRyfPY^#@_Hs$VqGk2GAEU09~VpZbNiJ`Bwws46=LRtn78?IKEAu47T2MWJaYoINS3!8%(|F>`1aP)=BH;0*_3(jZ-q#^kUq$e~0 zA~-#yG{bc!s4iRPsMKfBaqQ)K*G8k&4l_lOI^iYOX`(Ef5A|oQzVh`&P@1U5W=KE6 z@bzq=C(WXzx=+9f0wMuzq+WbGBUIpwmPVRr#w<}-9~4xo#IR|v-|^mn_njAqNF-|) za>9cIcW3}84nW$VV@5A-u9EJsThjVW`oXAApb|n_b2CZ_aeU39gs=#P%Bj2L;+&?%ZGnupEl3al!pWMLn0rjv z16+*H3|(>tsd!Be3p7~0Vn(RSn-|+dzTWnpDf+r{`71_S>-GD^IlE=9zMTNkg&cYn zAop$V>WXv)#oeM;YN4)kB5ymdDl@d&A|zJ&=j-2wiAJkEFm2i}7mH25SJ-QCbibLl zWJc(cGg_#*>0V!?>%lbzg>)WP-Y(pyd zz(EmcxY}bTG@{zU#eaajlih>zn-&_Xnm%8C1ZAP-+bCDZwTl*oO$^cowZ7xyL4~%5 zscY@i&KiT@kcdJrVNhA=+66Dm6DzE9L|M0WaYcg!e}TdQq~hef#}A&dWCmVOUwxjP zOWO8;NDNW|%eI3#Jg`CgPV$&!mIYe5Zx>8s=(#C<*epk~2_0=-n7mMSOptQyUo zT~lIU?UYj=ePwrgHGOyx*cp@oGRCPSaFnCV_h+oWsetE zoa(HCqgTX3%~!tqxb%b9w>gXU-F1takuiPAK3xuw$Kp{ub~xPgfws@f_@(REXDo{W zl`L`zUF%cME50z^cWIGq*u}@MU;GHFo2s!NUdVoY`y*8757%pvH9^-Od;bho;>m&x zCT31}r^EXvsp}R4x3KM=DaaPJZGRl@`C;{vAEAr>XbGPBvIx}9+w$Cb)!Uxsa`8GR z))l`JVvXozTI0ef2J6A}#9-^mxW>idQa-3Tz@&5Sv)@(bsxn7rub;c;@OEp( zPt!QyC6a*TrDNNfBRm;&{y6ROirv3oBteyH1EkuBD&b`NnQ(5mV~Hzc*dhk)zy_qk zh;fYyLs$?zXr^p93x9ctQ(S3S7?!pZQJuRkvR z)3tJT$k!i1b*j~6&F{Gn9opu^tCepQ2nshZP(UmKkN2MXcvg1*sit_!wF>8ddeXx8z8853+wK!Vj-q4R4~IuS z(B8A8YU(bz_^$OvXZJzsrmVZaU)*|gN$L0!?x!hT>y3_v&wPZaG4Aulr#7zNbOe9V<623ZJ|iuB*7TT3ZVoq9u|IG~=U{T$cg@@{48aY^$>9NCLMr11gMi4T>*5ot ziVT7qppB`=Y>d-3bliM&?ZFhasv6A$r$DI{mK=0t4`?wZq_S?{VvT5J(pi?b-kn<^uSh^168_=-gWAC3+-&BS)#s6D3qkCV{!hpI^P%cM| z-{v1*-}NATM#e6$*na(|;h-^JklvfcQg{5+bU!71xbqs^mV)Sm*0`Y3LGTaP>Thd7 zrNikhn_+n=_JaHOR@b;oP3^{hnTw83XVO7xSN&-zL_i{mezp9c^n>;PFZCM;=@=YPWRqN; zaj)v}+HyVl8#_&3IWy1F(Nrm&BHvT6;{VCV77oJQR@Hd0f6_NiG$%-QOO#GdnpIx#K(y-|DJq0`gHc` z^C8C=`TsVYX3_Y=u)pbO!hxG7UG(x}?(M93aG2fK|G*K+^?3qr!nXH%`WtN|@;`Fd zUEOd|GJIYIqjdrQl=9eMO2-Tu_M_M=nmUW&ykebWaF0#+}-Fc@bl=? z-qY68`D=biZQ^CBoM<|Y`Pq~C2}T8-Ct{lvP5-bSQGN71Myc+y>Z9{9N?-LRF7Z~V zaprz2q|?arq|tlAHS7G^hMdWI8#&bUUgjrcEQ)P%w3xuIH*w!fp_kPVDqU}4_4E^$ zR3}_t*jmQv_GZVP!b-8%9&mjDI4%62JqXN!jzZ~RtwESS* zKPi8^ds{~Bnrw+_w!5b6<-B@1dcu>}EO{Tjwng96Kgj-gQ|y~ZYxK1LykOgB7o@e- z_k`lCcc(dy2SsdvLjy4JUcEw+Gs^)Q@?sLyUu7byX`lio0ZhFcumj#E#_;a!~k{B_H-PggRler2lsb(yziQEQo0Sti4DbG`R5b`E8~)_K=dEbp?Od!zH4 zB%eKR`}|Mre~MmazbL*t>AHt_=G&!ja%acADhfXJ=+y_lWs;fkk0(W3pJk=1Yif5; zcvb(q{pWVyYmwsK751ZCig~u&0x8ab!hi+;c7E90iKR;+A3 zQN5`?fiA*tO=J#9@g+Xh|MAqvb77nG$txSe?xvP%RtG;n7NI^PM19VioGW(BA!gTn zgE>vFt-q}ho~-!Rq#@nA_Nv#ZjsI>-h%tYkam~Xg+hm!k&QrlB2Ok}oBv%PZUpDui ze`Hkqs(O6;BbLdHmkWHdEtXB)|3KPLxc-I7$K`&)|7TzRqHx_~LU(AVIcQ|r=;>($! zGNxfpuT@fyfA}Q%ob8scOl7`G^;JFPuMl1ycdAZm`M=MSndcwBasO`Lz4>Bll~|4n z_p#p&;ae`~9X7Jtxu?;lK=NEu>hscSOO8wyZa>z$uUIBGo-Yu~vEVj4P?r7Y_4I)2 z&AS5J_UwBY^lcko`ifxplcyK0tKKv9=cA-mr{{gvT$0Ke!Tdas*U6(&vyAiPmE7$! zjihc*PSEx=n3fcI(5e04v<3IX^Y<23KL5m6)bmO~)h@Pnqv@iJGAz-2O}gv{Ke6vA zm)ubQ+$iDSz0?HkFn z)enlDe68~A&vWBT^VrXB-}Kz^^Wrzp9gVGg&o`}2IT%q;2#Sq4tkLt1oq96&H2Vod z{z;NgE~~Czr@{>KrAUq?*S3zV>tN-Kl7v? z-1PZZ|EkT)TRm$}vqzjS63emV-ZqCd`oHu1kM>_ALDc`V=~W^*s$9n&F9MZi4>fKS ziJXCi!s;Z4A0-D9<}L=6=!ZQwJXN{jG)uQTQ$O{e+OoZ&&6z&G&!;w+oKGq$nJLE- z&Dpe;?clWLgwu`&*`R2gE3aT3&USo5izkPh=!8RYTh12<7R>#k3T#3wf^?BORYamE*B?g zTN=3C(vINScFShr^pn!>Yo32gt)5m%m8d@Z#w? z{kKc(R;C5pHW_APaALfx&G$_5V~HmJxqp#;jk?DVOiNCfebdJHMs~W{`4=Km8|v-P zKlyKV9-@6iC2RLVo5O|%lg;n_Jol8@dj0!T3G)OccIbV!l08(!lVb@oIr_i>6PLYH z{+hV_1trV&8~t_jB0G5P9#`?a`EW}3sc~O&!f}Kd-}4T9Y3Ve5Wwc1xXUlnubB(gk z5Af~CTc;Ob{zviGgb?3m@0+u&3a_kGUjE?quCDwqYv1g5dir8Df5da+u=ll7YGn(g zb2z@BnBZ!AYTwkq zaj(uP+*ZA6e_ zpZFU{{@^)&pf5Rr{YI%+@xRZK9*WBhKd=40-0<__H_Hu;fBEz`&OLI#qI5kd^Cc&! z1uAbcVtc2h#rInvF zj|+TO=$HB5;OV{c_u(6SeQx%%GE$6GA<@_Sgie;WYrJy1r@AaulQlp6^5|G<(A@GyOiJN0C2y%R24nW*!b#4@jy=l05?fb2(>Ss;uR({-YZa33!sXxE0n2&tp zG<&2|sr@-Ys%?{MSiL6W{`Iz}_8n99)>zke@Tz9*yyvkyK-;N_@%f78PYP7mrxl+ugXx~)Z{yFlw z@nX`q+ZXSey_(N_erA=_8x`KNS!~vR%`^WT`nUCZfz+8N%ujYTWlQMjtO?~l#Hq%- z{Gq{(LWwsDncHh!^PWmC%Dg|(VD7gd-k8|p=-Q4{&-nC@ThBAxUAxi8`}*d4&!iT- zYT6ZGY9jZ(X2w$t6l8f$^2sKea*JV56*j>&~LHh%Fm^3GNxNNo14ND_RX-`uVct6 z?PI-XeXZNA>r2;5xn15DR%LwR+Tnk%P10^h{(p6(@a1{I1*gAQ-0+s^Y3BvE911t6 zJCr|OTYm2s!_K>9_7QVke%^82xKY@L&F*mFhUXSHoUgsR-N2UdVRwVuto{5M8yJq3 zGtZJ^tKP9J=5WIKM1#rkpzL}$K}}xaxy6YOUna4t$JF>6NbcZCKR9o50{@$>Q@-uo z@*}Kd!N2(CPPR)mb9vvIbQWq(=}G;V|CfE*g`)RKdOLqLhMzvRIO@vVh_bJx+`0@# zmG4Y#`MwFUC$HTus>7COaQxsJSX*)J{~IHZwCG*loS+|RaL<0nqSi9Wd17xWqYNgO z>&YuTH?VlAKVR>eO~f1vu5U7|)qPF2OWyA5O=n=)-<`hX=kE%(6JNGJo+-yt&Dm7A zdskDdo#bIuuxS!YG+>&0(;3vwG*Z4TBdUL{^7B%{K~H;aY6sj9wt%}TlKy&tbx zPv?Jgr*FkPgO$u}>+f-@F;9P}VNoC=)9~h)R9?$cw%5y+uH}hgyI9z3GHdsaTY6I+ zr*3J`uvjM2`!ilna~@00l)bsEs;^waoImYaw=k7rA9v*!h~6*$*=A zcz3(N?e4p8dUG0e9&LZfb7l39Jd4Z84-^awE=X7u@W@!O!3wi)tb*6r?dArD9`*y( zxyuhU1}FSvzL5T9dvk;5kxS_%W-KNZ?~Nz^Jo9CD*$cyh2@(>M1H!gkusdv6@IYe5 zN$ctS6M`jV>?Zh!FW&3OaRwv`vO(zAfgeTs8)nD8YrT6`?>p1(^6AyB^FFb8RvHQ? zxN^T0ob$=3lDYDM;G9pV&OLsSJjvkas@)4?o09JxFwB22!~8-`%-mqsZ~3dwH2l5& zivPxc^UcXl{gur}_BbZrb8vW@ueaYp?u?SmXQQ7CmaDTn?LNE=lDeZSZSjwS$uIkTZ2r>UVEX@zchc1-q*b3BEeZg)rC;s?b#{O7wC~yUIf8Ba zG;ZPTDR;W&Wh|;~bG~;%as40G_rc}||GmA$@-2V5+MEBgy@TIK=1=Jn*Z&g>D(Tbr zOf-%Im(qFDpJz@N^bfb0)C6vfOXff6F=u+LyR^#ZbcBcQ;h_2JSbyI*wvp|qx3$`) z1i_~0o8j>*qZd693lHDl^!mf%x2r49ah+kYc%8f@s6(=R&&1$+95?rEVK}k$jpDzHKSL7EKc4S?`}`yMFEha*RCqE5 zs_SYE8P^E1oj#?u9$K$>d*AUt;Fn*8GdMP+vUex7bqduLCZ z@hW-xu1hPpTl20SxF*PB7=An8|9QrmgX~?Up5MK@diTueo4EM=mnr66r@G6N!9Az+ z-{6E`3`z)#Z@JeubVgsPDp=H6CgoSDynK&fQTF{~#texdqVoPR;|u@GAJ3Hg6-J= z?Oer7&^VCgYN0~;A0=N!uRjk^0>$FJ6O#Ey?!<;W$0rwau3hr}L9&p^hMi9*T0g#Z z_QsAWcTd?|sW91oc}nT>*t-cEj2yEz80zU<-N)u&dTHKzA6u3_A*RL2>oOL`wmE|v zu`zAV2{(6!AOCEB;KYN=BlEtiu|wm1H{%Qc%@@zS68u0#)8JZV)J3PAJd@*N?m1l3JN$&% z+CME|Ufhf;)2kgCg_j@b41RD#vw(>!r^aia;*=YCahGnZZCPL3_Ic^QZ2{lUGxP9# zD|O3ajg>x=IWzRvVU-)#IajuMuY33Swc6@+O_wXwzDihl^2{+|^J6*s@7X8r-`D*> zJuCjNA68wv&OT#{_xVzX$rfyWGR*3IjlxgfZIiOt*S5SgB-(d(<8_ARx$?X{-}ScZ z^HyAX7WQqQYVnoO_pkrOG@EzW?fU>ZA((e3qQL_q5V7cl!%E zNlwdOIu=Y)kobQye1pUp6B!nGLsCkKXPUZWrMUHis?O#IM;r?tDMb8h%D3qKz3}pm z`BuHZ^ZhPQexTxMV0R7F^Q_pU53kpLGF}x{yC%BEt_s|~Z^w7cjRSW*Ng0*y)fF;;G$%-^JJmu8BO1x+nutTF{3uiQ_!-_;QP#ZEb5+36IsAn zcJhNGo(9=_KVM@%aqYR|wW$Ulz2!u>J!M$c`htZD>x<0SYWfnZrEfkq!0SXay zmEG@S)c#&b{qSu^xn6U|uWCI=c#5S&gT{u`4|Z<210EWm5PdM`tzm)q9gP_e6)Xw` z=2&p}F*H4X{?$v<(K?QH{(~6FD#Xk_$i^Km#gRqcmrgA7SsC{(uwa^oMW)CcOD<54 z`K__fy`41;Yxuv{Jh&`se`4pUIV|aZO~&d6Ke1oAzU%FbNyZD;v2c3-j5&4BDn7k8 zqIRztcVzz7i~If^Fw4L4ws_rc^}QyIdpYe)*!9*1P4c`vXZ4-t2Re~jY%JPQ8PgyB zJTP+sG-y7*_%LZhhUZk~=?`TriuvYPvY!)q{VGE(c+Ki`$v6LFO(siDpXX-0bNPYD zpah+dTbf$gs+_jnO15B4gY=gkx$7wltoJ?f$Is-V-eJvxXCfBGUe+HZH6AG}7XBM+ z{h!6y{#T>IzFA^+r)}BJ2{At|+TYabx8S4EP9qUOEeZM#=>wY%o{*Ej3%`s}LbvoCAHEpdqWY#ISSC3uTH~&)FFGmMxaB$6O ze6{cFt|qpc_chwTzpoayxv)Ka`8?+IlZ~679hh1Cz$f5s_i5?rpa%W!4)cnd2Zy(x zHvkPros(fs?`wR@|Kn*+Mq~Op@2FQ!Mjs?MtUnyNe5O_Lm4#TvV-UOflZ&oG#r2TJU9>; zs|*@@PPbq`H;4Ije86+Y=gpDRrg%lNx&JwM=gB3#{x!iqcNhFVI5jR||B^|ywfc+n zb*EMoFt=6BdoryoJcQ@1%2kt4{qG7E-U2=8U%`z($AV`H;KtwA52+^SPpo-puw%Yv zvCte#&U15E(oY;%DtLV98^cEz{FL9;X0Y#`p0s)ETAyj(BrE0}m3aN=k(0N^d%Ky7 z&VP}y@aCIi%6_ip=)YrpTh4#@w13TK@RZJ3g_mA4uDmP{_^DGYFvpVPoD54k!@>94 zZwH+F{KxqRja> zp>k2@r&)&r3m$6hV5kDSY`Ng^_~nehRj=$^Q4oQ- zyw5jvryO+M{NPZe0k{&Bv)~1dx@NF1=WprEZq?g*xj-Vuf=5q=O}t_KNmuElb>TS>vh}k4R;~N%E?HyG@R_YKIrenZ*_{$L2S006KNq_#v%}5N@|$0e-Q~*KQ!4$2}B&~I+!o6zCz;9 z-J>g)A9THx@W(v%qLVf6a&Ypp;9Y)j(`ONO^{}ob2NMgjc0*h_hfRFJ`fYhR&HZnW z&7Bc?bB?#^ij74ptY_yGM@C7%HEn3#y#9am?`@^BUz(+7UDzjTZn!k>Op|U(;j6@g zi3SoUFLsIDN(ToiqzI0kV9GtsUtC7)rX{39Eq<eamL4_7(g==kmh zg+*V}%st>4iA~aXw=vu6KQ5mqY<RQ`=|je@^o5xLnh5Y4QUlPlIa@<3I^b9UOr_c+?MW`fOFp zKV#m3J=Y!|e<p`#Qr)(&bBI^iBPX z$HUb0x9yRBFQ8+y%JJ_0tCnh0pS~`9!^3iY#jF2wmi-lfXu`$P%xc9uHC|!$*3MI) z{^8=wM-?Buyrl5nYnI0RpW6O4Zl_MAKVaX}>8F=^e(~h!o56EFYkaOOY1K=vnl7kv zHKBK!sP2~20X#ZS8&3!D_&jBPGNnY!(kAxww5xi~njhjTUl~ndI?P`oe=ec9{2|Y+ z{oLtO{%$`cx%tMu)HNlNu8jwscJr*|aRjyYP6u%D%x!nPHq|8aMd(3EgNt^~nj5CD z+c97H>TA*b?foIiE%oB(G=9HtHBKwsd*0%uaTil_>o>_+f<7Sa=Rw+^r#>-mVp`s^ zvrv5oPfc4;f+l|roA!@S1#UO@bEaSTmuu0?yHEDqk9(PWN~A!xTk|eG5G1$8cM4PR zPX^1C-A#5MUM3y9d=#wR39LOYvs(I`gV%@K1#C0k?Ji(5ZrU$>uH{~8Q;8%i*!_Fi z`%XbBjN1nV>oX@d-!t*-Zaf~qrt`G%xWc7c^V11?@0V}pS@wP3+|)z$vs07a8yUrm zNxlS)PiQbN`*iFnXv%BtlR0IQKRFRDf**GbLGGG+4HWOdB3Vv^PC?j z5D~S)#`cB7Z=TizA)t1QOt+mVyTACA$kU)PKxaiz05^+PMz&OC{*G+sBYp zotbhkwW~z(Xagu6q#g*8+rg81AjHlgFEi~{s)}mguO!DzqXNmUhNU(IGe0>`*R(GI zQ3s#@oOgQ0Jcik>yL!|PvG-)~*2&lOX4{&{zqf6s}E{S(A|d%?ONwOeYnmxR|uB=wx$ zbS8G0`T;kggf-2(np*o(dDIWA`3i|DL%wZ3KR%ZfCV(90*TAcOfbCOB`om}T(;1V_ zJboH&`rzZI#c!5>H2US!-_YxFz)d;fu;7M;od>pnMmfQy`e}AQW#PtVJw6>@HowDy z8y<4pP*}89d-8d`Ey8|3c1$;09~|^??SiB&-K$iKwSVt=baO^>*VfOw<|Tf*xmfB* zn81NqWjBLQ%gp@^u_EG25op+7hEbZS5Ymua_dmdD)G%4ukY} zPk&*!;la?8>IiD)A7%tkTk0KV+`zbJHFu}SZAz_+hn?mh3p z)WiJ%R8M3`ZJ5G-nMeJAkDWuGr#M^Na&OP;@l!yfgd8^tSaKLHUORemSxEEQko4J) z*oAv@9;`mCBJWk8nbyv^efy^ToqOV!ABevBsiz0j?mLvdbh&u;YVCA;>%4%+2kxb- zC?D0Dq#czp{~^bWlaOp^-5$M&zvjo$1g`s?b3qayYZ`W3J8=DqY39k?uNP)M&Uk+- z?AXs;h2IXYw4V3AaqsHg3tq8az4c(qFOARJDp&gpIc14TFE_t;?ZDpe5}XYm|2*Up zYxWgpN16lM=gT#@Y*WB<2MKTrXcJCgcKQDH6w9~#a5aTpAmZ5l*qK#KIVy~1vlyhE z66=%MZ>48Q8N3D0nYJgIDE}xmsz~?}>v-zwyUKrXkmI+M$8wW)l*asxESL7}fL6rZyZYq*?Xfse zIZZg>H0Oq=EH{`6bJL>^CvEz?u+}s{kNI0}o9EFdOD+A5ow~67o&DC?yJzpdv3^3> zPM&Z3r-X4FznZFZ%;@io+-im#RmG$AUm*U-v1CXCSIIBFFy>b5+Veo}Da&M#$8szg zrrAIEtJ3`Ky_)2Pdh3%BENAY|NvZmmt@{6H%0^HX^g$%So8uiMcV>#5Jh6QB?}FM3 z2a5h=TmIWB^FQjr&ZVJp#Y;n7HZ%4!#opT2CUMRxSXTF%WtzdsgkuG#R{je6af>tY z#y5@M+t#iU4&qDe?C$&=x$OAh#ULrbsvOnUs4wO?9wOsN&7^Z-}dq<>Y24#8Ldpn{1JWg z_N1D)N&3f@Pn*6pmQ8gW2Yf5dHzS-H>F>ptHPo3OsK^P-LN z&wLq`vk~V&;?q9I|91YDU4N|p?fD=2v+5`RzcufF)XDmf%4fR7ZY5j%PX%>VlP&&F zo!jo17@nEby~?Mq>EwZAi~n2a{J(W*+027>yC-D2)u$YK_f%)Gy;00 z`PWr5|JTJb{oejsNNmZEXS=R^j#vM={_-D?B92A1AK^3l8HZJTa=tXHXdnN%{xL{e zyZ)g5_AN=yN3R){UQ?d4drEDrY0+w*=dq=RrDw0KeH)#VJ1O_(qHBt!6<U9xP9`3rM|`<&-3rro4s9k>X-c0+g#@u`ZvYb^iGSC>{x$Z zbLDS?Ucbx23F@2%&qCHG7;-dlKB_H*&23vf<)7mw@Sse2Vwsd*gRJ_2KH-F)+!b32 zHH*EX@^bx>m%88dPgeahLyp0kv*F{p-;hG`4acFo;DwGm^TfVf&-q!Rm@xCdun!yG zVNigC|7*xUWAw6pv(K-GI+OoB*0~G{NPVk+po$optkXfsdi&YcWm1uBHy(>W6!u~B zgKBOvSA4bf&FeLRy_@sDKWaJXE0M8(%F&+!PP+xRZ#!hv(ONYHyJo3yjW-~yb)A0h`{^;?58OQZf#3GMyYH15y>^24ta}$zYWN%WvK*MhgLqn z_*bh-@^?sRJIzfnDv&%^Z~J_|+|M_&TRGp{*YipEUzd1@{nxWYPpX;Ts4^boX#~wI ze-IMzfh<4W`A(eea?hSu=N`_kZ8~`%-Gbqp3`6zQB5$QD-Z%A6ZvVX}OJdHnh(il< zI81(YUEj3Tdv=CMXvLPlI!D~*zm(iCokv3afT+$FyW7QVXP)$y?*pyRohvI^IGs+xP=H+NetE47IZRGw{g>ppXJbok7Gq@Px2 z7af+Yk&CunEjw*(w8iUZ@>^>88~3&xh;vRjuejm4zzo<>MqK&E=1w<<2M^eybHOq< ziaFjeUV8RQQg_AQ%@Zlx+LzrOv~{Um z_g&FzvPBh?#AfUbX||G`IV1Y6i+HkxNF&2mRnRmmMa6&2zI%7sblw^AWt-LU2D-Td#?+ivaV zj6A*cZF0}b&~%=+>ym6t%e8;+>iHS+>i_4`=6kDdWlV2W5?*=LaJ_c0N$FLe&uh!T zfnA~f6P)>2z{8*EpyAKui5AL}8>Txx+woig6w;O~-wwoN?kUv#ow?`Z`OFLRTD<#> z=C^sjFtTO(CdBx-@+zo_Q^4}Zk_pm45@B2Z;K^lC;}df}$}m>_Tg`6W;x)<{NMm1c1CvEYc_eA~uojt!7o?h_RdV1miv#C}8q*eYO<+cHLmVP28i7b1* z+Z|ZqcSNEPT=Jc(XMVo_llY%c-kwL7E`6698^pRwFE!r$+S04Vakng!x{IIKZd$*v zwAQ$0jiT^GT_ zw&1@+xBtcKw$m~>p9D{T`7?jQAMyPuYd~$j{S&4!v`~>91V$W#+v9 zY$xjr?{5SR+s$K<0o6C4#WqjeF85UI3KRAE&GUSJD~ZZa$wYQVPD1T-tG55n>q4I3cCz8epQumF_!ty)>qGbd_QBw zYn?}bo*Q=*M;@tp{V(&#AD%brg2umm&eu0T+5h4vIA)Qm^mm6j&T;ID-tKFatyaJw zW5K{D!*DwOL$>F^*0QoA*S1^zI=D9Og2I)r8as9wujF?B?f=$fhRL2SmpbkKuJ>8) z_mZch!Ta~IDP6hK-F?q5KQfQO-LqliqMu!2r_wWjbbU2Tp2&(0;k#hBr1l4wgcsY~{*pB&g>*IITjXzl9l@Aj|Tcdce>W0~W{)9D{< zCQp#8U6y_z(CEPm$$}?5Gr(i`{55UH2{(UksMun#QSTw+9B}?rEO;VdVf8iYc-V~% zcjwM!znXU7-j+?BYs)I;nuLfxjxN8yPd{`&=hf^WsVBY7dpED#^8V?%iucWP>*n^@ zGWShlOg{TxRLA6eH_NAe4stG_isa{k{d-#+KW6;=@^+r|TO)|8(+>zvs(PI*JGpyb ztz#Tp3ESJb{cC+9P2;*`LtgZpD3SiAS$aIgSwUy>w-@h%eeSv6KX-eU(Rs!`Tc$oC z#^ie^xx}p4Es9v+b?xibrZZAgWIH<8o&7FchyvNw!O<^ zZ+~#$&NimGsyE9H-+#2B<+kmMf7*YypNqGAxhk`NQ~vW!&b`NrWA$U>nOSU?sUHXw zN|>V+zU6}4Vc~|Edm3#%Ncc6RJ}(T(jhS(!UX-UCJXZ)xuMz*6;_cYwS3SN~sP*;j zwWZEVLQ%VSh!k<&+u5)(a{H$BzmJtooV@X^*p-KR(yQE_lug*Z^#9YN90u)v5U=>X z125R(u=pebDO1laE;9b~GU&+rYVdffFeqRAkt_K7+(<@(KTM6Qhh6)!d86SDpI4j( zP2HDF82wrff!7#>>m81IA7l6B@Z#+QzuaKU zKO;ZYpZS@4xjpxci>Xyib5t1JR_p_{=lsAvEszBH^xosM>GBDe0;cQ9PO@P1o5P^) z*C5Og{yci-y=j)gF$XRG27O!iWLNgO)4l#TEqxOAmHxkWRkzYebypZ?#RFr8p4#14 zR`XS_W^~Aid&OBWiA5s2cx{5=jI;_d$SV6!j71(18gH2Aue&R_HnxrV!4bxSM+_E; zLL2x?HCJq`TC+6_tc%4Ij4kf``&)*w7l_nL+zP!*F8>7 zn~*f4KHbaqzwe~~N&6n7_e6gOIxRO?xts4vy85h)=@0*y7yg@lhd*8Nc$(zi%tQa4 z>MU-S-0=UK&SmBYDvSk}7%V=jfW}4T&KSus82@Cj?6>nhwfwXuznI#&dg15$J3q(& zWUkx!%l_NyxZ=6|I!3+TH)p4w+$P#@u6sAj;j_@EM{S+4-z;y2mBj7lvFq12J&=7p zUhm`??UH434Cg^%Ju^SYoRF$cLFJnRQHeO~kGV@-qS+-HV~pn>7@1q^d67(f%d z@i}*IZPoGGFA;kEP0+V%tx^Wlw-v@MI(%{G*4p0W;uXbiEA5_b@OiNKP4vc(WtOqK zO}74fd`7U~m0-an4vFm3YZDAR(kz(LV9TWZQVVJtI zgY{3|yo0MB-#cskvi-Bqul~qf zeZ6ho!O^apUuHI6F@B&TY2bGkRBtKH_;xfJv^xALv-S3@{GW_!rhksCmIkl+Yd_HG z4BlD6@3Sm6>$P(M+j+Z~TXxs}hI$-){>_!+d+YX1`ST@%tixjJGggNzu4Pjwh&`0` zW44oq_v#><&ol2hKhUw%T4u8@V_}V2F$cUtxL$po-(ch0-Cdt%o>44#2A+~3&e(!0}kEP48R(qz~9+gU$pSF>O81&OIxWZ^^#;s(9vkBU_epLQKlWpaq>g?FT@!?iD=k2R41S zS;eB`lM^I8RoI73?l8oGOO_ryw)D;NgU9TrGiLZSFLl3tzDe~9)R(H@wRY=S4uV(j zKV`NqUp(n?WE$gYrRm_}E%?D1%>uSnuO}Clez@(*nwzrqyaMaDw?)lcW`xz%72Feh zvzYtp_8{)2MSt-(yXfEBEFvmRxe|eotBzXsyMuenU_qdbqR!I%!(8 zd$!l^o{As4+%I$*&oq8;MzY`;j|KDMTJbXpiS6YFc~T_zbEh5nv-_Y=f5T>%0~JXX zuH0`8Y&b1GL)*oEeBDdyA6#~A-@4J?K+=Lo{lHA&2Rtp`a&?#^_vR-{u8{s?HtnF* z;rl(QRSa`f8IE}|gBLh3SO~Z522b1;aW?bc`t)*==PUmu_pZ5hae7j5e3f+Vvgi9nt9=Kr|9w)Dsb%|LchdhyS^J@lHqhYy`GSAi*8PihCxaToS04I2 z{Ik8_U$n*lsrwlY^VT}BzFGe8nEialYAHS2TXkZ33(tRH+2O&|bEOv4jh@3GehAvU zKUXKfczU@upZ`x#!70htz|DSuwc*|ErJM~PZ!hIs?XxF()`tK2dcL*{dO{4zcbACj z%qf$c#~M>12I=Qbw~3mWBDP^wU+t&+-=EL7DV01|&;21R{r0+TqNo4wdLOf!C*`Hy zy1Os01RXD)JFlcj?nd?fysI&{N_Xg9xW*~)!{*w~SDmUypT1sk_eyHjzi5^Jy0iX^ z9ZCSrjig%qPX(`IDvoDk-_qL2TN$uqAK0I|bN-7x*lc38bBb-hUtVhdtWfQWInJNt z_|Kf9)HmANe8T*0QBSJ{^S z&ENjfefmqzf{82=j~l_AawhQX%jp6p9qat?$=UM-Ysw|_W?3-l$uNrdHF*DeXwvMt z_x&=5MiYA>|uOrBiOZPQ8`BLBM6@@71p+e#>4ZdB%7G^PJ$@Q@7qa za?hISOBGv;3iGj>;5orLjN<1Szza()Ev*Y?Dy1)S>^yf!vfv@ljsmur2FBe9pZ*`n z<4Zh})^Kr|nabDcN5j6caJ%2RwQtLn|1w$6HCJ6e-oI&mTtxG;T|aaaBd5JQeo`v< z|NPTi{wu|}876FSn7$CaB;r)+ikgJyZzpknk<7f*w?OZOaYB>b=kR$ydZtW0e?Y(C zgUdomljAR3e)5>jXjA`xKm9_TRNTVzGw!9cD2ML!0+n0~d1h<_*U;@%6{`RW*-1WY>pF91+zgUaKZ}y9yyAoUR-q@&D3=*Kuk_J=F_1-J+ z*SKA{9Z+&_hsny%rge|3H;TVCp2Fx|`M`M9mi$W$Bo6Ozi>J3-f=H|&KK}B^>5Gw^*slpJ|21rz8}=J<)s|>psZ2IF&u}Go$Xbt{2HE${v%7@yuNist6kqvFLL_nol|Qge6%xCSMC1cI@i8#%HK;}y3f8j zF5R-_*URb6yKcUotLCvhP(ngy%Vp3a4baNk03M#X>Wj_&E-h&j+||%wB5A>U^gxiD z1+PeR#cm76WwpC48vout%DGy&zPPY!@A(rpkv_iQ74b(8gxqtG`@wVcz=fX{3k0_+ z6iKokoWlHn>T)}0OM^d6WfST;?XDcxu)N(d|Azk61)}G>*OttSJ@ul9dCPix!!6w0 zlU6=+d%tb!Ud@GfXI;<}*8ID5&I^;3<+D`gx-}+bF5GAC$bKtRgJT(_EHK|8>^JMi z5-mf}aI6$p(^8uPDTdu9k9KUaRn^AB$L#c!4i3jgwXSF7edKTsheil?US8Pnx! zkh$P?$Ax|syJl=yb_|sB7s^DOVxG?UE=rjr-bYJ!y3r%{hu*iZzetaaIlVJyLz)1K zvu;O>xbgFxo_(Tip`76v_p_p&|5BQ2HUFm3?>iyScic-(F=hRux2Ngofn*J~Wv~|M z#olRZfn1Buy=7kJZV6fU!hBf&hnq$7ogc9l%-`}4ORn+%v$x>b7nvJ6m(oqx&A6(i14>c#r@wNjY7 z(Y3vkGZVYwW?tBr*YxVw>syDWTwVL3f7AE1c9nj)eo;wL%kJ~}oNw%PS?N}saM%(w zj`n(LCu9T2rFQj)FDG5zF6{x@9l(=g!DiM``Z^~*YvM_UrgZZCZk8#`%DK4*F6 z%HSoZE?)jy|I?dybMMN7oxhwqzg^v5w3~DHyRF3@nRaKtNZjz?=}Auv+j2qA+1v2~ zr0sTr-+oq_i&g=z-BoojP^Rc>!5w{vy?YD1Re(?O_H_H$5@AC0) z>|JtT$Lk1CS7P~rwlt<-@HU39)^m0rUQW8~zGW$B+Kt6bh6%J;X9nZ%?FT{2h|+k{ z`09;kyj0vUQ9xofA82+Z%>txqGh{c?l7sEciJ$&kSYLm7Em4_s|3%F^`t_2Nw*;xa z{Chtweb3Zj2mTvd{5G9bo5|*LQ#av*pajd_@B>wC(4p}gkHZqC&9PZKPfcBa@qQn_ ze^qSUOz|q=FJ?|;{5_NLv23-p)|zw+=Cp^hhq%udu-TN~JG1xIeTB|Xzc=b@*rp$t zXPj_eas&G_tT?aY=?CN_415FUyPf}e|MZK>uD{!Utrn5C5q4vfNn`7IljPj`(MMs%x9;ut zDqlCZ`@gYCtM;p&#`3)IQ*FbMDzySO84G5<4dOeN&$r!fTQb-C?H!h?yIjIWT=tOx zE06M-Fq(fq_1&)Yz0(x`-3HO9Sn* zeDF}%x?l3NWPP*CzMyR#Cv+lbv;{vnp!wks=R0<(3-|d<7VMYJ2>5@yF>T3#M7EU` z;dj}%tSwphNzQ03zxVUtVf8XS=H92qlU0`VrMt*0L{@;c7dZIbuD-JP%cR9en$|bZ zchgS}{IzqfXHEk5+xqJ`yQ|;u1o63#D|}hL?vIioj)TX zv3+I!iVgD~O3Y|2=g_w~Z1~~MPPzXZ=5-pJyU`l_K*pi~yd&;FV`k8Ald5@F_KE%K zUh-{ydINL3>eCl9Co;FsWPZ%OhgbBP@fM{cGTS^2vTHwFQ*YV2?|RZ4N!3lWj>vlR zPtdVBY+3L?#^S)Uds;8uE_HVoo14qp_S(FzUKw_k(J-ufy4kCz<^f$1u0g_v&Kq0P zH#FYcKd)POw~BiF&egxwoh2*_W>^~h^D+;KIA6dg!*TL%jm*yvFz$TUoBpYN-pTn@Y&$>d+Zq==U@$G#W#?--`j6du!@P&pjgimU z`RCuLG!vgv->kA^$EkD+PCoF)!RP)3|MzizEq_1Tq5k(i&M*6G?~Awz$fODMOpP=P zi8%jZ?E#%V&J_ReI+dd&9))1xKpdpnLzMzrG5*yH?=#52>H)QyVU~ zElCgAq+;)Co2;8`u|aS4V(z6|y4c^}|5g}OdbLtM$Ig@DrD5&V%uxC`$h4IPvxaY z*Kc!bxaYatZ~3O6;!jBy#j_Q*eXu`%Y_9j&O39Y>lOIfEX`jjRxOxMx=rvQYXConD z_&AICtja~>Pu~`JJy5YI5R$Rr)HZSpEbGtuBc(LnEbGx~Jg5E?~7YWE%a`eftoR@##KlSFaW3#@*c<65X zrSvNG!Hb0_B|a3-TB3gE{ud+Nn(R1rwd;$uf5`pMt#{D%+_Y3|?>+VK(_1s$gk;i% zWOO_;mNc8qmOlO-<7ClY4xBv3YWIpPrb0@{rLS zX7_WA$_2Nkd0*wWa=K7>Sj}WX`P$R3R(UQHES+8c>6&rH)H~-pR6fUF5ISPUeT;pT zk=GWr|Cio=y{zV!NspLtsdP4!P? zESSpodZs(n%|6%g&u(rb+kU@vH$ItkzMhqT+PJbM&owGPKcG|d;R9!)ypO`o!V|pUr-q{=%heT=c-A_(6tc!IR&Okw3cI z%Q^HRY0_-EVqLS#vWn{b%Q}$}ZN(2xSQfCnn^mlF({-&=+P1?sy?0)xaxC2$qFSl{ zEsy7l`pgq4vMR;Fmk-VT<{3}qm7UE zDBjS?2bXkUJN~Fv{LP-lzvJWS6Ytw+#up`TIdh`%@tMYt&N&MrQVwh}G5C_Nd)U%| zd;X1`@plf|d8gcLdHjM|g&UM{EZO@GG{(MAeQ|Hvvh@?h9`h7Dh?;uom&*T+)xlF1 zT-O#+nfy}K)HmeA(_6PqK1^aM%Y5uCo;>Y!N!pPEg~tw5L=-!>n(``cjRy~7fl||^ zfDIBAlV13mmFc@Yk+3M@k+Ed!YlvMRbZ-AL#vGr?&!%7eyyR!@7nMx5>q`V#mP@j@ zb2kaIAJqAC^ssfy+U$rQN6x7_Z`iG<=2;@U+Q>d2DP}Tw_mcX9EulfPq=GUHPu@Sd zi|vac%S@Y;h*!Sahoc;t|61=2Q}sHvWc7=qhd6(~-&(r2Tt`jv%Ac+2ZhUjn_f$L?t5y~B`^7H!w0}20V+qL(y z7e1diS8cl*W0mCILyzV!o@o2x{KoV@j{3!u*Hka^Nnd(BblR2@Y51e*9(N^KmtHveR$;a`0EaqiMqUk&3W@qRCO;c zvbQmS?AY&_>d{LPw$?U zuh7q0J+lfmzGmU}gPn&Tu#{|nqV?KbHS=oP1pmeTe)qGoc<*1Sj*^LBtmQk~dHhLo z*G@0M zs8&Ut*tGXZVZkE{i$WQjdZwS+UllBKrx`BPsyz7h|K%+wKG}Qxi%Aj7cqH%rU5M$) zy4hxnr>%WgA$#!lsjuIr>D{_vdTu`L#|F z*HySL`)mn6?;U-)Kw*xBfS(M<`S}m5+J9tAGMq4Bue$j!lkbb!uhTLdw#J_xn0!u9 z=>xT2e{6ejWIO9-aH*Lc-MIJV%apfS+v8OGnuU)a?0o#-iv1R!{}+t@I-mYhzsW}~ zv0z@J!MuRG0f{=`x@Q`s?zz72My09!-A_yEpXpc>i_Nj*KDQ%1{NJazNr|2|UWbCc z{TG+7&61n^wQlMpsie8nGZ&PGrs()y(h=Q0W0r&bUYpL#LJJqZcshOhJV~$>ar?J} zny-f+oJlm`2IZfKO)Rrn&ijYIesrbmnSn*I#2ibWdG-w6R{wXgebDor9q)Gj^0Vz1 z&ZVsC+2Wv!802R z=K8DG&mVl#&|z-WJo??}mquh+VU$i3f9b>17q-_bZ0z30 zr5hQ)aMwp8+bw4~T0Zl%eB9U1D|*dLh9iBS@r+h}IXlIe%SkUy>|^!2Ke^8Q{NN1O zn#b4fMqhV%CN=wV!@ql`94+;4X9;pVm*jZtvb#|!;`)cP2WRH?fZnF+G(Em?crS+!O)>eJVC9X6jH*nCddv#Z9rbt{kKHdvWCt6jh1_FZ!iC$Dbr z$;RwZOOEZ`y=%wBD{f%{>mJwqGWiv-<->}8UrnzgMrHb|*ZZEi@uh2{lx*JeYU#bx z*-zc=3}KsD)!Y2JqxrK>NTK$_Hm=u_`^+tb7wm@Az^_-S{QOh0^3lrE>>gs%9-3Gb zOU zwBUZ!Ybn2G_0{G}`<_mkvR9YOr#Vjlz+cUYVgKc? zM4W!`EWvYHRCbl=Qnd@*=MTI~He5W-{k;*(b&++#vjo|mOR_!QRL9(Uchm7h@iu!N z_ivx~(4d0rbW=*<)XOTJTXoD5QekfVDSSs|rT^mnK0*IyvAxhcyYYTl{lw(v)KeVI zr+JzM6LVG=Ow$CFKOfE=X6K(T;Fs3@%G_>`xp}CqLy~N;1&^K#8>r33`KwgVH(z~f z%dvH{9Q1$sl=+4oI(Pj-s?3I;JX<<`t$Xg?|@4s-S)-(Op{CcnJ;%&Dp-P~OJI)sP&oTazc;?&}=5l>Uyg5AVo z(!_dxTbTvi=vh`EcIJ@v`#+#AS^TuRxhjt9E4HkAXs`paA8)v$HQ|O=O)ulU4k56Zd_Ym>Zsm!Zuf(&iys^cEMVO7I{VDN=^>@Zg~cK&r1thO2kL8{eKh-B!SipY zU)0BOe3?Htd*w&Wmd!>XkRTQ5I2lxe{I-UifK zd>A3dzT7q?CHy2 zUu7;in7ZuX34ZgCi0k03h~N^5qdb`Ft+dF&nYl&$6LfqIXBIp(*}<^3H_F2O+KNpl zUTQwPxq5l#g#Z5yy3VA3P4`T(WiCH!IWv9HK8FeQ$5?rfv0t*Db5z&v^}BB~*5&tW zL(-`3O=+z)+2F`h+*82&{9y6(t-5_-enOGO;=37F7s$nc)9?BD55z5bMT&Qv&rGoX znCsUZ+EzdF@)beO>yn(0^-G;w3wgQg9dGoRg4+U#d(T{+kyf|s*2lkhnN_ZtOjUk( zYGT3BzX#1Nd0*uhNlm!_%w)m;T)$v&0dB^uk=R9g}_We_^ z;UMqP{W3XjDlzFQF}gzQz-r)@zg?rPr~fhdZuAbB?zt~^L&3k>CLU4oN-wlSKKh@zzVm}ei}sY54K6#1l+GNA z7l?auXb#8b51sb6XNp(d*T}5f$iBKrCB_o$%Y zeubRRQjkJKv)er2^X07@cKGis)VgCKnm32b{Km1>(=QyGf9Zmex=zuaVFGv< z#OLtA4|jIPap%Mu2gXajd+Tx8LLyIw$DFTi_Wyz`=t?1W+U%N2JoaQu{n+ou1<&@(PhR+L9k0+gQM?6Z3W6SR|* z|4qHtvP^Pg!R(C&>+Hdyp>+r}Y?Ub0*ZTZibc{<$Mnz6`(|s2M&$f?pMBLO5J&G z@_{+8cvgH;y2)9O*4sXXzZP}Ftk3%3$OdaDLv4!XT#V=Pju6t5fFtFzJ3Usd}CzmOXXV345?9^t$;~J- z|52&q4Kt^QX3mK=Y5N+J4DAaw;8pVZ)v`jl_q6vk9qM&{cx++8KUGvpL*8PjX_x z?1=``9^G(Ad>HrGx>fqV=9xpF=Fhs+gWsODe_wswzgPI-vCe|WE<0xS?lf_)oFx{? zZM|IQ^tyYge33r>Y@F({saljp`;!%@!HvYYXc=JENbHB^u0?zmMwi|vzXfuee( zfVD1HQn1tocKw>Lt_vGH$Q7`^X-ndh5k3 zLC)`zoR4#zKurb$H&n>upu~{zA!{*D)ro zj=tcW8~g0u3!8a!YG$%sJZYkQ*nN#Ff1sXC^VIgQdsm*R-Fe;YSxv?)Ncc`Kb#67~ zRX;S>09H7LPZvDrAAYuU7kI?7vEaEw#XpAqAAJ5^G2Zd=`#IyU_ic=Y9@+^f{?P>W z+bsm&fvQW;U}to!2;+?TdSNx^KY+?rNI*QeK4G`c_RTsSU-w;PU24b@X?{24`WD|W zJAPE(6pQ;bGi1xZxUZUzzTMrPxqw}0%bChCuD2U=I>#R}hTX!*L|XPu#k zgvbjiDew@}F;kP8r01qlDmLCS0Tx+@-kkJ3 z2>;doMsYiCrDp219S^G2Uw!?f$-nxo)#>l9R7%%&etmwdO=OFQ>#kcn)r%j$nAthg zZOJN7XmD%=70&m5fw~gYb*``3nclf3;)CfwW)<%90ctkw;`2VrR~@T=A?dQGeBQ_Z z&t@7_rRnW&kiKUg5^+92#irfY&l%Jq`>}cMap`mW0xxkr+Q{x9HgBOv1)shRvq!|W zL%LdPr+&G%=Kp-R_gg;9wm6{rd`r~DLng({Yd@@fu3Bne*!j)2sdB-+r=CfdR>w`s z5AQ4}DKzn&i&Qvv&a{J}bY0ArbsJJ3g>c*t# zFS+g=3$r6L^TYgCOh04$>fP)YU$ye@?EPs}rT*@dQOiqT{YhM|=|NJLl|0;nQYK7G z^cRZ@S1(@dy*T?>>=q9nP_zAl?;#V=%!pK1%fip^-e$K%3N;^o<;y=M;yTEm;_H42 za3(jabSuuBo$^zM`&|?Fy6JxzH^~Xuzj`)%-Ojg3O~2GtbpA=lPENlrp~A!UTB@rh z6FinB!s+~cXT&aZ?=M?kC9PTL^P~Qu_w@iZp7{^V*PWE#b!-azzT&g`+Z7jQpL#K? zQeL+&1C(1egy$XZ-qL22C}pR3N34Q>o?lMtJ-f4$S~E3-<{jp~e1_$l(dR#}B^9=r z6xT)Co}F_)tbVHH;?!3eGp(YJ2_yzYoDNX3X&0Zi&}BxOKga3y8HqDza+t4C{Q@dL zr*NEq*qXY5%O%4qX@>%{lT+AtlV6jXQ;Z$YEMlL$!S3+s7pluO?NXMPrqAKYY~z^C z<|uQy`45k0(<=Y#GnVx(n>kZ6s0TFmAi{b6A;?Y39ts~a+MySA=kn#PIr$sssB&Kh zhugA)MTaJZmY!^`)u>AEy4l*w>-5RcZS5h+(!X0GY#EEiQhj4(7DO8qEIxhvn||BJ zPxUK1Enh!9_UXm17c=duk1-?$M4Z2{O0c-%p(IyJ=8u+wXp!EA<&zz6%6&dS z4wOoNa$L9bZT{VI>yWUoHmZ2SBmxGuV| z0bCblZ{3~w;N>cB?$ZS_Z!Gz~$*@=7I5@lbilf5yS;>)+Y}-Ya&;Pw!<>Lvv>MsXQ zn_Muuy7M&0<1Aje*FpPw?M`o6VA5(5RiA$#25LjH<$7L`?!vaupzb%g9bS3v+mbsv zoU`hpE*HqXvE=_YhyDEg2mSZfT-p8qX866oP3+D4c82X0yE}RR>N5e?j2ilD{dS6+ zoWA?d^0xFn_qH|8`*ud}`I_(M&#SgNTKoe0Bl+(}P;|{qkibF`%rn-_dvwPl58JHOk1qhG7O zmam$eT9x_Z(EnU{^;BC~y}#2Jh0Dc7rKudOQ#;tP*DNIBbb-(tOHN3)`}>B9{kHaV z*RK7>aPpAh9F}Uorsw=0)LC@pu2gkdmEEX%y5hTEn7!TfHSguQ*Kx&flMX%?_xG=t8o~B5sju7@^SrbD_f*5UD8arsq2~F%g@>%#iWAOTLWgAgS)-2o z_^V&uQ+xl3CHuEI%+==_Z4;v6C&#^b9sSGlLIyAMogH3zt4u%7nttWll$hF^@)x?V ze=eVNrs`y>4*N0r2Xie}Z(Eno_vi95UJQ zv2r3)vA`Qkj&Cw7)lar;ZC~`lWXr1MtZTBLv4t+2ea)=Dir*k_X_e&OeI^&8FQnW$ z?K{o+n#qFiRsUz4sfp}&j}1%jNqll3@!5e0&qU_dvklD859sXqe2!nvZsX@Y8e7f1 zoeWvI5Ta zxWmI|V)>fSmusJ#cYmHL_xS<=84C`+f5GQ}@Y^;^_rJG!{Qs=6G6$bA$1&kU(i%QL zS6k+&tBXNLsZQ?M_U~B#^D|H9fUAD+6urWVsXk`Ymuzki>)ljy%w$50+4QL7lU1{u ze4CnYO1vp5H1t#oVcw@*DZMx4an&{R%+j?{dj5Zp8#FyIXinJUp9N}OtQB#L2KQ^1 zSN=#_Z!=f*;LO{8ate_<+9p3Z;Q8SX=RcL7cBi{eF4sFLswU&FTyDDSR;}jRpYwT- zUNgQ>pY3@+sPl5x+U_2<`i33aul{`tXGwFfBqz49*6KdA*ie58;%wU7pznFqX z+b+M{eyR#=e!&Bkihm5|k#8@*s0{nP>DTHt-`1y3@QGjg^uV8eoyqNU7s&bO)*&~&z{Bb-cGOX-~-R_>=q1K~faYn@=LP*8} zv?2lC3Jy=#S7h=0-hG`NaZvNhy)zZ_9p8e$~5Won`Ua&zE1+UaE4} zJN|6)>K&gSq<&d<@Dhy+c294IV!AwO$bea5VRD>HxD&s6KPusCNSarrH;=rI!= z$V6x+Xd*QA-u7jkpSL~OWbs18lCMvO-Mz0_`9ip-#jEpgEuyRi?{nMs-s=qb_eJ&J zl&#+@0)C}RPtkkn$#J&y=Z5at;Tsw&bVO`dKgd4ySL*VSiR{N`vb&#dR&PzMp7{B} ziAqSZvE%B|FDCYLYmVmz30v~_&0%*x*ZiFSgM0t)(@xR*@7tQ+;rM1!B_1^;bi%!o zS6OE47vq*SK1x2h>8PIV%xbQCVR2jM)Sh=-EfHF7d!YyHk?xz|DN~CXt&l2V!yl)& zw=(N~B$OrFZxGIw>}ys&e(KteSqQJXi$9w7ddg|4Zhd>LAK%OsXsoilfeR*c?B*~P*EY>G_ zA$xVyLUpC0W&33GFDtw_dv{m3?ehtR-KTG#^3F1B*9czry>x-Yiy0Hyj?ZL!y!=K$ zqU>SBu=5V9R%^{&I};u^)9hRWQ1#@xr=zLM5jlgzOW)R305 zt9Y*7;_Tf$-EXo>e#2IME#>rs6E{CN5m|5~_n_ZDH$QWwCwY3QwNkeJ{&8;ghZ*m8 zvl%J2P70p>wXEyyq}N9wj{f->yvT(Oo_~HnJ(Ri2P0!jU{v*T5L#A`s-2IxBH(j^B zUgOjs@AjYjdP4JkP|hh_cF?2A3_J=g^Yb2bn4G&?cA-gi@ z_ZHrYpx;KkdXsPMUw5$kmENTyld~SpkA0dyzP$#DSiffF`_hmRhiUJp-}NxIkDb2f zz^t~z4^AW&JTb6fsxJNI7qGtSa`kL6>u&+_sTN+gOIC$`265JZKln0t#>Naz;oU#E zzUaMJ_(3dcf{BOGXK%O3ZW43SBzoL!%|j&4s~pPSUjZ3|IC3s^!N$v%RVF?)yH-}$ zaAcNRA$Z<-L+N&RNkcF0UqTCSXFut&>xjuedR00n+wA+71#!!k&fCIMr@2vb+lOsc z>iZ{O`?^hYZ9?%(j^%=^%OzPK_r2j2y=E)}Iv6$*T-si}0wY5nzEJi7KT13OW9A$Y>o+eL+`7?KSOc)4AS?dL8NykVp`YLTg1C(XHc{qEaZ?QI8TIosF_Gv_A6&yM4fTi+eGbRx_0nJntwO~MN|{y)gK zCbQyb!nL2E(b;+7OE0N;Mohcz4GsulPzgWb=7G~JH=|zYp1yxQ?cj>*`SqEW?d$S| z-yY)pn$+;9>Y}X3L6Piw>AjafzcKtWBXwcuy7#&LnJou1+YatHo8sJR%G-`u@1nTA zZPre=mYvU^F-~gDwBYlTVPAg6XR}1sr}kwh&zMZR*dXUyyz`EqGQXcO|FQcoLCI^M zxrN{&=(Oi*%XNQx{na_|D=mEpn(3co!RNQ(>UXWTe_l(j5OTcyZ2Hy9TYl!wf3B75 zcDe_&C_&=>#ry>uW@iX3+#7GR$GIX=lCN1fhxeHAm-|1yRPHPRFPZ=?TVQDZ%COi% z?MT4t%FJITRiUTi_oqm5cunokFrVVg9iMc5<&-zhC7j=1?&-CAE>`^7wLAN1MQoHx zFUS@P@Y090hx&5&K(j6F2aBI;t`+mYeC_!EZC_dGSOXP zPP#;o^ewXxiSsFZh@v<)GDQ5OF;Cu)Mb8<9vS*!1EO=%B8qIRzu(Xz6o!56VqVYlI z*Oj4nAFN#L$h*V$Me5gC`s^Dc-tV)NnSL)UzTWSRC)*P7jJW+Jr<8fl8S@;QZUpKF z{9r9w1DoNj^4|LO%$C(VmmCeeb0)Lk8F;q3aPj)Qt5dd4e)2f9{Bp$QGrU28sUZ?G zOpk6|=D6pzYT>ugWe&P5Y4<~#>@qahEim_e*}M9>q_13I!Ms9)cP2MMBesPF&#apv z`PEkMo68x0^>{UFOZap#&xcaK0I}D(ISQR^J(8MMk@rhBi~mcNc4$kgG%(39e73^+ zP|2}3FK?MD^Pe;3KW6$GG~aZt8M3%!4tx57z1`yelU06g+L5PPtT4w?;G7J{^B*q* zgzaUr9<@9B{@K1T?a9H)X9qc&LF3N?DWJI~o0<>j{5ej4Pc^mgofLBR-9z?oNxrbv z5Nki}{iePCz`VORq9U)jAAaZbUovuyX@YyvHR=27&BLEg{Pt|-Hzn^|4vF!CDNV)u zD#KVe$;f4^Et`=S5d)o-Hsd4w!AZVy^u`eKoNM>$VGXU#r+W;@EcoH+Q~XU6iKxFrc9MCTKXS0A$439o*Z^_ddV% za;hq0H?Li9+$Ht3VpoISZ&HfB^MuME3RuL-t7PLW>;p^G>txGwu)sv zbGDtCV;1cfZLvHRoSAcM4_28u9{j>v@wr6;9s2ufDhG+N@)b zcc}bYQ1369CN}$JKzt16r4?;+cFi=s_pLJK+DFUhD))EHS!ZjUbjv6?s>T_-JU#i= zAwykm(E6SoR(lfONY7t4Q;HwFX2US|;f!qzE_+WEIF?U+m{cAvsrTZY(H$eD8%D}E zk_2-ea!hO8udt_p#eIWLjnj@RQw;R|A`|@&A3b9m)%JjTas*_L0_jv#6tW|AzY4l71PHKaQM>jhy2(TSak3 zaydU}ku_)T!&m|8%?Q@Fm~6?x_v$KSl2mc{ly%TaSX%J_R2c z&arhJH8`AYEV5~4`SZ1)E^P5nt*CECo+{=Jr+zzhe&uoB(W-psr|^R-Dg67z?(C~J zH$9kk=k`j@U;p1;F)_MlWPC44GGB4dSNj`{UwP8^Kvojitc_#w722CwXJ}e@EZX9+ z?wpTe2^*IFonzqhY5Q8%`}gd7p#D0hp-1F_I7N^9f9wW_@QW~kAO@%Vmx1V=@ ziq1B4saz$c*S}<{;Kyl_AC=DD3P{vFET|7%Es+@6q2o65<-^*w+)>9l^B=ZsFE|vP zke@qY>iQIEz0-fDOn=Fv5b^U>dr*=1?HBvkq$XtNey%!M>gihk;W6Xk?H6B%PBofx z@{Wq|l^L%Z(_eK|yzZ&^xN0G<=rQA|`A1XNmP5vXzdy_V$~!6GPSW}Mrybjijzn8N zTH8>OYI$4L`eOCE=AE^VGQVh+oxC*V#*#(pQN8I7?`!#u4pqc&`poCAy!Y+rj9qUY z^`HOJ^~L*qPsjFi9pd-T<$_inmP$r|#zKu{KAxNVIn(1%_$ukWJ>|Y` zb|Vw z|1o^mGjyuua(ZCpoKVxaec_>~HfQi6;|)CR2Sf$*<8prTP7+}D z`v^{$ngvfqc1U?eKehC}_`WPQrXZ;BeqQm~u(gr8owyF0PJ&hMnfn4~*F6J6&%Li!iO_xq@Jw&ab>Q~{M0`hiG_PPUu-pV)r*=MJZWjmlP9@fukKzk zeZy~|&mZn_$QlPdunK;V1qzB8pc2F*-GVjkq41%*y4P-fzI-!Ef`5Vz&tZ`C4yMwn zl8e3CqMCH(%gFiEOYQA;)&76thvs63oC?!hr%fgVF5W(6j$F=!gJ~0)9@iy!PMH)| zs9|J1vGg)HtUg}f*LX;SK2JZ#d&UM^hfM~&#}7YjP0CO!6^RWflMUYRB@6*|koFe$!sM9pl$w_+nJ0@0lyC{37~8Lfnac;^!v^ zW$ryaYjftmnwK*LS++~EJpQl`v|zOPfm^^k$lAKR)jKomtg5eGWd<)jzhl9k*N_>l z6DyQ(Heh$<#E)BktrMS`aj^fzmW~-)d5Y3>x879YpLSlWxg$2qx%rOi$#Yc=@t>Yo z*`Di>*>P4zLfbNL!3IwQ?)t?4*Nj!bZ7A`GKibWPW9UA#6qp}6SH($kMw z)}~B*{q*)Sv!DlN!3kgfwsB=k_%(tD#rAyVe7IognzhLb5}4I&_@_i1FW|ak!J60h z>XlxHQuhLlzJrra`(IWNuY575OK)4L!-jbWKkYZ|iawHIx~yyZioLyY$95?^p5(vj zlGe{z=eJB`+CG!%aoc6^s2`L0p+ZnuyVjqhJ;^Jnu36<|&W0JYELijAFq!)`KKEZR zeWmD0->9iFOCQ_n_$!CcUZT+HIYG7jknwr_)#n|v^Zvw~4>_}RW&YypMPH7dR0vzF z(#)*re!53u$5{!9@I}&EYf>%P@?@AH3mBiS-tCdLY`He;@r$4u{-MN5z;k}jqLZR|nd2=dm{#z~Hd~(Oc*bBX{t{DX!Q+#1N*-vfbG}Y)` zaVEVYJI*SI?tB8;_uK||uM`TAK*PRBY`)UUQIv$!a9y@!i zoYNrSS-koIW!5}n)?;fjL7m6t;GIZ`Qhtrk&#hi5_?vf9#{C0!0ZG1x4GSJi>^PVg zd-p-e|N6u0&aiS{mdJ@o;3gwx2df{b^jwi%!pqe_9pGu%};O$9aJr z(HwUyS)g4{P_*35IB2Fw%E>3Taom5m z{0eH;S@$JhOH-@rP3o6G;it>OqfdXzDV^`>u5$NFo9a)+mqKU02r_(^WO!V7qvu=?g1Q6FL8`@r4XSIbVY{`vKXC?CFAsJ2z%e;Yrwdo$JfSSI_Q< zYEa%4|O?d|6$4PU=zvb9;Ny~g`|&!6q*|A^1ea&G;~^L+o@ z&+%g56-xQ571OGAWvvT<_@UnV`2NrAKNd5r|Ggl3?Uy^8c{$ay*y6O$S=26-`eJ|c zZRLvfzHO3{sa?}nN1pW#$a4})`BkT=Hr;urUdR=9hCAsDJ^ou8lMMAgW(myw@DRM# z=E%9p@pD>d&$mmr@dZs$nap7*_iK3W|H0jV#Y^3}asSrc4S7~CwO7ucBi8)rYu@=D z|KqmR-<==seXUk_<>Ro=+b_NrUG_-quA%b(Q~#=pqy!7*3mW7ZgV#Cj${XV|+J_MJTUww6sl&A_Pqw zhjYv8K78n$t6qHmrn!exY4_)Ca}VD?_b~tYhwX>u?y9WwvlsW@JwrVFY*XBJZ--4OG*_pT1`K zC-os{=iT-_D-LnW=a)tYJ^!-3_}6XAzi$turIuyxx~o_DwXfEYvugU6txflCOs*^Y zqWesBh3vu@zwJe@SFgFcHRp$eZ+}Fpx_ABF6K}J6=iXtc|GM92p5X^^kry*9bC#*z zf;O{?Bco@;q)ls?^=8@3$RwZ7`#-d1KHFf(Tf?+>n%i-!+KVDdTcj0w;?($bJFmIE zY0}MYt&*IiV*b+8XjaDSEBkuwPMmuCeBJ?-#lCya)KC7rI9;tlD>mwUz%TE^@d9R# zd2+!UM!&Yj8k?V;wB+%IuRKfl|L2acYP%HwgXP!WunW^tVzuvQ*VKMA`6aMbqT}-K zNm~@=&78gFp8Lt^x6h~6-JD&NvEsXt)X5X!sco+|&Dnn{eG>QL^h0kXo9i7DZJoC> zT)qZfOtk*PdmYY6inC2G>qJ(xJ-TnX=Y!9W3&s)Ozn?Q+vH!Er5A*X!E*ckp>v_0; z!G?JY|CICTACuh03|au-J!ywT+Op-ZyJ!DNJ9)@RDulRE9v#X0F zuPhHrDx38C*`-A{dwv;Jd8P+Vxe{Kq``TRHE1C0_zmoKudAa+~@~WNY`a4ac(w42L zIF{zzx|PTE0BGGrqGVUY!s3}T#pcc2&RK4==__bOjR@oUhpp*32k$BE>|FA?O2jDo zJj11_S4&HEPs?wu-gEL}>XSgDnJZFlO|y+kPu<)0dr@n`>^{RuEU|erC-P)&IaBje z@}1SqfJ9wq&JQwiJw{U)E`Q*Bcj0ZL!Iw1MtKvdg1hGpQinZDWioAi9WWugDPf4={JX!^8;f5hz$$lv`sskD39 zw0T7p^WR^75j#oMQ}1M`da}Fcv!#q?9FKHt`z2S0UD(vu$a}!<I)f8`RDZfn_hSRgchlf+Mr>5Xr$z9jkD8doVR!O^oD=; z&Ur`h{FweZNLts}Ipj{$7Enh;=z--Pi4+Y+(2|Rt>x^dp^xBbk-sjw;)?^Kad55`= zJ6vpCC7#%#P`@}~x|ILo>6vcX>RE!7;Y`aC^;d`Y%wC-Rs8LG5V1Mtu*JTqH9e?UH zO}->|rd`ys^V19&Bt)(miGYGMRf7R!LDcE{QE64XgbE(tV^-ll9l!uuQ_?6UFf0Cq ziGY`G)T1*|Y+tKxtuUW?tmgcTReO8l{{4v4QG2~<$<&2s>k6-UPg6OqQkXya;QF}D zHuj(5?eEWM3;x^2l`JXtuW7?p9>^eu-YfUV$3JtQuIQ_`J-&b5<9L3H>;I>S6vTZ$ zCsI9w^Q#}f>W)?4IbV9S?eYDUD%G;!cFWdReJb19+V}Uyx!cVA@gy_oden>Q^CW++ zpZ|0H_CME!*+8p4s@mTDTMAlpko3IpXuZ1UiPhz7^FGI)|GED8pXYvE}9RKFu^q=eHU#_43QvaPLC}AIdsSny`714J2{?5;@KKkA__xN%99 z&euCJA^cb%zpnA6c>BxoOYA|d!30HQbcf2-4x==a_NhwoVedEV$QG{-?EiIhm7<$`(&s9(Xzhj9Pp{rP zN&e&d`5*P=YHtL9W}=%H!v+xI@5WktH|a!*&3pLgdhx&4mjAyVi2i*3UCWfM4JAiJ zUtNAR`P$5LJ3Y=V$md_1p3q)c=C{4u>SX2=savuF7ZjE}D*k(uAu2X6JoMFMdBzRx zzFWi?s+}tSA3hup9^{weYj}Pxd&6$a^v-+giG0SO1yL4^-{vq>E9{EQmkH3jTxWJP z@^Zpij*~uLcKO(z=`X%{`b6p*ttgZAEVdJOCK#{CU-*4~cW(0Z&^uQho1eHdy-8>4 zS^oswonw0Q@?X3Zs3EXHPi#%{vgMQWUmr4*VW{S7uw_5+nf*s=@`j`%y~zc?-_K2c zwcj$0KH)TC%bISp3SFm+x-8eD{H!v|~WMc~ir`G8V?a`EC;on(i7j$LjEHTX^VJYjZ5< zz>5vs?7NGfo9a&Rp7H&k+nwj2Q3HLMH*9=m&;1K*n^^8F*e&O{VfSi5mXhttCphvB z^W-(NZf|UkhO7tX_AV%}F28qnY2AGV&QE_g{Vro>-`?1K`@q4sphXi$vwY_{$sJ`~ za>9S{_g$i{{>NSw$_G09gX}gG$gGOJ5$d`}WW3KaN^V zwv$P})c)A#*Y?6Rm+gse+jktfu|L#B#g5;Q4O(!W`%cW-M>F5;wv_+Bt!m?1m9wVddqdJK z{5q#e9?YF_P*<$u257wRVD1C!a>%sDr>mQ8$39!WT9*AgXkOsq9kYTw>-q-!s6Cs~ z3mtqS|3!#>Yrdzx_VdKz3$>*)vi9}Fu<`y(fBESwzn&6bh4kLby!)!`Be<%*A5U$a zA>vjbomS8-tp#2xRUmD#1JVMUz9~xB*FXI1&23;y9+(vrNGGgbQ#1Ri;-1Tq3O9nU zy6N}-+1#bI@>`Geytpv^=I*?Edb%$%O@7NseRVXi`1S7Vr&CVXE-LTjHQsqtItY}F zKCImhUac?bm-qZ!_hwbobk7%zO*z@{S`lICENCw%UsNv zb5ZA+yR_Ds`?Fj3E95K}1vlk4FnNA{K2Jo}{Q!IYpa1`O82GZ^Z(&+}$x-)uZ&bS@&gH1%Y6!>vy>_2<_@ZCiIe+~ctO7AP-KECPW^a!(m ze5aGj!z0Y<+EO2Pq(1IR-DvcqjVqg@FBLrICLnX#@8PZ;ALQ!x?EL-wp!|pZ^@pdo zJqR$X<4Aqn9w7F${HN<5a}8;C4e4}^ZtX^1(QAe>r`(!CA+s$Xs`g2W-VM`P(*OVd z{)gU&3zVeoRW^Ne22(fw>v!hJbmq+I)BztPa=1Y0G<5e(%jRf?n?H}wKJ*LbT%P9} zKRU}v+dtX3V!v$Czux1=CLTXF^Z26`dqGRlKHoS|sROQfEoLowFD*(_m-tUa^cXI?lpB_PRHOc8gLPQEn|xE8?VH*6N<@s)oby+g>wR5j z9`%A-p#JR)!Q;mykGpjzD<9to8hC3>w&+WJD10c&@rG4eNXeSxKOR7Qb-X}Ay0Pxs zw0f^UC-xtW`;dF`vdIL)1zYDIUT$=>qI$B_tJ>ngI^L+Y3vaW&z5U|r9fuWFL2ucg z{PI5DV`6sBMC^WN&Wa6v3sXy=r~9-NnCY+C_wo4gs|wC?;1Hko(7;ToC$;kAUZMzvurrWzf0!PRolg#|#$iH|6#fxn|=C!a0yz|7~geNR|hjGvU3kLu0^B6z6XYx3%<(#zEnna6tzAQJO zi#RWdNoze{zPhwK3g{P*`v42(pqa&D-!RxRJ?%8dfE0y zoG(~3+v1|{hWKyqmI}VekC$rv_id@*xBsW7yJfQM%4FNML%o>!Xp-iUMm_HLd%$}? zZKPd(@d}-+6<6mIzMnAL;Py=+2o@!#jqHoJb}P6_XS7Wy*AzrIJ$?Q&0w`Pme4?+xG? zf)w+@O{c*diSnL3-2d@q)Ryne=Rw2bw|(clRZCbO?)g0av_mTMER+2`^VHAguio!9 z>!49(%I?av-8-@?om)5ZfcB0?wSk)&I>no6t4-`2-eKKzP@McnInzG`rnQwKbv4)d}6lcld~N8sd^u(Y8=mGdpX$m#!XW>>b`f6 zBU^t@t6sd@`{ulJSsRaw?26af8o0hA;<&Yb<%JX07mbx!&l$5G^Ib2kwI=I6*u)?Jl%DgzL8kS-pEC|tNtec59fRv zfBJyk(uuO3Y;!F~oS7xHZeG)r zdSr#|)2NFq{)_no)t1MlC<$xtxO%6>d;{ytyOz2;7tT31i|yBR)yfOm){Fmic-TN~ z_zyk03%1kg&RR1|pGg9?e(c~$H^YKw5*CN!?%qqu%c}a`Ep|Pwg3bFz)!OpgsTEyo zb@Mpb_Qu%?J*l6{X1VR?K8c!nVX2S2H-<$TY=52o^%FR3J}%E$5aHuDhY5C?%#N0$ zvzdQXY}J3k(|%y4^Mf;r1#Hi%tj%XyahMlh)}Q$<{`4O)uf^$Z9COk+=IFAVlVM6f zlnHAW967gGQ}`qAq<~M0))ay6pyrxm$$HMA@#`)Hbvccl9#vZvsvH_qzxYI1Xn2KX z>usr(+{_A@7RdV#~d3NA+L1HO_esI=krS7exzFOCM*}k`*MQSgqSWeTv$yz>>X*$@9&fODH8C&pBK$aOZrE_4N^Enr3o- z(ab}F1rIrP6tKiFylh+HVV=Ei=9#}%{)_oyxX9)Eg+*H+i7EdWlgmWfBdz(>t3t!1Be|D zw%rry{uDobwUS7-qz;E-eZ6FQiS1>hI@P$a|HcU(YRbAPXH)J=EwFoex?AP4_vEGL zzn(E+dSJwyaEEalsCmi^ITlgQZey|J5pnHhoDAMfJ0(&r81!Tq#Q7SyKZH%ovFZI| zbo0k+iE8;+_o1>0iQwMa^=&uIjO}By&lb%* z^)mnIm+eKrq6MGdJL4_-@y*#iEx&eGa(>xAclxW2`qw@68z)_6BCP-Wx zZM(JI=ksOJ&#%5Rf=)L3yLQgMusbYsQbJd+pAcM^{cl}dkAvEY1pjBdC~HzHO($zLfu+x zr#`-a>SO-XAKRJcl}@tU5tqF}cT3(*o)^K|=T2*B?1cF*$9y}mFXRP{J+w7v>zLEX6_VN7?TUulH z7H>=Z9Dl)i+r}BQ7@psoAo=Fs^ps_NU$&q7A|5URs`P%S!ObZ4tk3;t?dimO;xPC; z6R=BN|5TfwS;F5w^UFhn$^UX^NdC;9`!j#*pY28eqB$4+eFWX1ptFBvYwEIg{%7ZA zvzI059{!pC^v`yt`BRs!`95jU3&ZpKHt~GABNcshj^(Q#iL%U}Ud)~R(Zfi7xyS`8 zHt*lBoL?;Ctej)j;8$|yME&cYfYnd;Pt9ipuN;>-{8OKMzQDS~!UdUiRzJ0F9-0mD z9ViU*a-;6693iyH_Ii>kGxzvBmDCE)_q~}d*!z2oV&tM5xsZ)uJmOU zk=7>;y{S5B^60+RcW#JsZZm|3zoh+n!YgU9q2f^J6yKLkM46tr|AA$ z3o=lg|Ghw5Mcd>1JBwozqt2gUZSZ}$AKX~^zjn_5Yu{F;3%s~jv8?vR%y0SgBpD0l zG8SxQ*dfFL8Pa5iuIkm3uiuz9i($i>BjOhQ%nwd67CdFx!Bm*LiR0B;&sPGre6ReK z{U=>Hy=s}4m{@j3_aE^en`$&oeu`cX`PfryoGGXNbpgBjRw4hLdh@TlG2BUGh|y)p zlVJcITbOHh7~DWyw_5e`pORElV^h8cY4!uX%n#TauAP=QI_02n*f&13kzwz;^(qs4 zcL}>)i~N>q_F}QlhM39sR1>u(U6DAw!0zORkZ4Z(>u1|eZ`RCZIgrbCV8_;6=GL=m zQuqJg=8(S!Il6Suno~~ZH@>8 z@J;8@wJx1`sjex(2{j8=Pm%F8R(fEjoUrEHKG5zbud==Ykt2zC&$a2SmDNlyc{LaPMo4xnB+tysYqcs2EE@^u@}P)2j-viG8tOo>?`0=CV@B8Dg3S*JfU*{kSlzRw_T?>g^Y? zlTwrd*LT*wc80A3iOY;p^<;8)WCGz<^ zUVh;1^ebQ2XWA_~rhoZ?8T&s~Q@8UyB0J8CNN^qpjq2^=h3#M|$k0B0M!J>z-z9J} z1nl<1u?NbFg#&Kg-pQ$#w|nmF1^?sE`PMEuP`m6v#kD-N-b~EjM=Rd`DcSi*^&tO* zh|?v0jn>N#d}iO_-{@FBo2mJq87tf0^}!G9k{;M4KgcsIP*?bFFR<+}4|Jj4LmBbY z%YHsgjoM(HZngZt+~5c2G(Y@de3!0v;r@A_3lH+roPO%3FSB!cVCS4*)3XaSpHpy4 z{~m0%QZ{jI`m&&7H>-DF0nP1$ZI@M8JMFH>{v8p{S{2V;WPWjcy`Rn2`oe7U>Vxra z^A}B`nYZNv;OVr{b%&o@pO;Kj`Jd*RV5m4f_4j^ z0d0SL|L4KO%QiKUG8gBm7!@pD3(j63(?9&-{O9rPLRIdj3wcH|Gn(%DUsiCFw5mC0 z`1Hkwm?x)CID46@?%fzP?Uv;8ecRv0or&J;;}!LF+tJh8Z$V?D@+l}b{Tji8X~uJy z&d)uaf9lapPodaD$vWUNm*?_j+`G|Q5xnyO zyfh6oPJ8|8R_o7~J*VZwo0WpYa&GX0pUi(wcFC${ewlP_Nt=7tJh%6CT~(`?RhC}7 zbFGTa;Di4`SI24iI?{~{j*qY>WnfdO;sa11X`ek;Umyx)90<@54kBmV!bg;kj zO~jcW(khBGf;qv*<5?CwmjNxbf1>}=i)UZi&#>c1=N?}${eAsqDf!Twc?WFS^>6S0 z^L4V^PLbNe)h%ph%)g&>PhO~VOiz2)Y33=lM-J2;J1}Ef?t%y&6B%Y$&&6W)uj}`J zlpMYD9K3;h4pX^b<8%Ik$&2lJ=PB=+{&xPe8~Ka(pV@fPNSXDWG3&8g3#B#0rh(21 zehu9Z>ip@DQNSAs|4rb-Fu`f_C-Wb*xr}S7r=NQ;wYdBxPs#t?C2G4HnO@h=)JfJb z(70e^@`p7sSrRfOa;?Gn^nuHv#Twrkg_39fZ`Ic^ZtqQf!2HMaYU=;sJ3E)&nb>OE zd+(^kqKhxgpOj`HD($;;u9=uF>7pGz(!u(&q=A~p;<3r{TQ@&+BnQ$rU@E@U9|4h&1FEp`I>+d_cIhlub zo@m-tm&5Tl_LuT3Jpei;LNS8N#@k76hfWP>^^F(U`e&2OBe|E0d}%t-)y_ZP?R~0O z*SgndEx6Lptc<=~-w_(``|7t_vD)+8Cr0f%rBn;&kJ|o3fg1lE9-0ge)-XhMWCf%cX@2u z#f^nq517BXGzvkz+Tr|%8*3$?I zLd7}Xy4yj=i$~8FxTfpe-I(UI=Vnex^@1a_+JYWf?lItfxA(1GX`#==`Wfw&QnfrM zf3Ndwzs9m5e|Et8y1u6NXItkj^2up?nb`bf3r7&IUywrK?W^x*zWJ3QwPIC*fq}-F zObs^Bc?$vH7|z~4HT}WMFo}w3IyTORA7tVx*vwy>tyOs2op-hTTb=$DYr}{)RhQ1s z{@$yvpd>y|d`0gndwgeg3qgPye@ZJ(loyK+GIg zc65tWOlnE7d%&!6&1hb7!g<3D?60hz&q;gF^XmDOn`s9W+Iw!kxoCX%yyWMnXP&ro zyh-Qixh-cNa3gf`b3`Q^CuV-<+$0UDVi`V_Yeq8Qt99S)otviic^&81?Z(0{3ez^t zW7M$q_nEGpYY#q`f6hO%kcjgIY;QP^-h~`bzDE8Q(_T-dc*m4F@Q94$hUYvt4&RHO zcgfC|dETXcJ^zfB{>_%sQL33Zd2yy2*eQ#DgSRp@+O|Vah5q?e@7T;r{eq(^Kf&ve zz!&`{tkXR%64ZP0^e*|%FPC39_w5p1RkD})&h53vE6R6@gm>}CSe|fb+Z}QLTjQ3n z+Dlbm1NcR3jhzzgofGmEH!PpsxRCj^Wp$v_XzkXr&B`?1;KM8SveK{7cKLyM z!3q3#Ot)T`9O0OKDt+^s%3Exz$AUI{Teb#q@4HbslWk?WsZZX;(;aEs&o8jkV)<7o zI&amJTh}$uay0$rY5K@}542%umuv-}zMIsgUk^YFd?ojaJD=6KxH?}DCdc;(WTZ<$|g*49e?Rn7mIEvds>GjZDDR5yV)=>k2j`sScT z#-Q!{X^@WW(W$;4N=zSU&tnJeT~xSHEbvC~%_%2~XUkMyYzF3tMkp-F&YnAobVbm2YytMBTcV+4@%QxK7g8g90@r|P_|Fh&B{+j9M6AT~ju3_tD{;xNmQ<;m;nCqJuXj?ku4Daak z8$NW-UG8f8GE&Jqre^X_hE7x82O1UyA~FTc>-;B`s4QO|D)Y{yR;u>GB3{R|&C71D zGq_!I^WWYjKTR$7Hu@ct-tEu-WtY8W$;?w-CX+Z{6)ldFNGzCE;N?O7x!^Y0n%-nvEF(KFE?#sAOO2<59-TRhjDtLeT_xbz!r1qW*PgB1b zwWR+1{Cb{mJlC|B_0oG)ymyA{s=kYsSUr0|rkj*ZnpDr@r=Ua;CE2tM+V{Eh{b=6< z1Lov@bqnyO^UDtoWEL<;oeAz+o>?%n=#MGyABK4*dwrWvFX4OjsT#Ug#iuv)t&U^TVS|FQl;JRnAkTT%(Ut=RgO=?5nZ3sKCE( zR>lU7k5^rqkE-9Bli?=!#+3h9)LrceA2D^Xsx@EFfv&4v_UoT{pPkv7hlR|OJI@z@ zk9ujyPCc)$7ZC0Ju3T)RAG3|cRVBL#DZ3`Bcl&)a`1bPqq1!^Uyx026Udx;y->xM8 zpk~5Kon=*FK`K8dvR9vN7OY*HU^p|=fq*mRo=^C{@QMnf?_`IiGd4H)C+|ODa=E+fTaee*mI|rMErJ~Eye-YFhZ+^` z?vMG$bn~1E_|oB+GnQBLWnyz@XcRyKN5+ExTKog6C5*pMPf%01x0fUH!oRZ<)Osu| zGGuzzZx7qDLGSS7=9zmMZ3-p(nhQT{d$HQ=<4%{|R;=KoA{rk*VAx{z_g!XIeDS98 z6Gz@Hb3CrA_ieUYvX1w*eC>mFJLWxnFuS~vbMsM7c9Cfc^%jynI`7{8NjfFsCL?3Q zcdS41;-M%Z*cdlAXOTJ|N7(Y><&u>J4OzRU zv9q6Rp81FM(-Baz`ovh|8)5Zc+CBX7l7OfOHWmePG8X)N2b!nvyJE5Zgo;ArTFu{C zZ|*AXeskya$Ek6wH-7O_xUHkKN{~8f9^=^6Z?7j+ufyPOn8s& z|HUOX?V`a??%&(>4rdxn=6`c%cJ`M27gesGyg2nhX2Am!ivlSb1?wLs4HcHWCJz)Z z90n1WZ_ICVcwq_-JY~JugGrA}w?r6BHNW@s+|$E6_imro+}i1L@Y}r%iOlxIZXRmD#qTgW@!Cq^L=<6Isd+rd8^&;vR#SP zk%R9oePs#@u2@KX7t@ZCSf2Pv{KU1)8GDL)+K;}iJ)D;ck63(Sx%pX7e$6h9PXGz~gqlr86gH9P2Dacp~^vQ6zvurb5el%3wZ^9*&)pu?zpZ53t-Ik>x zHgUfVzMX5mk$-4~(5)|*Z(d7huqfYsKWWRQN^AB*g)D~xjYH4y##}t~i|0Il+NWbr zLCHsm>DC0dNRz{bc{kd>N`OxX5zJUyp7=6+t;kH?roGt$Z|9!ziCi}G*2(U}LT3G) zd)L(2h0n~HW)OaDvZ`$b*O2OeP*qP|M%*dG2ZU zGCk?mlaH2U6qH!>f)c$kmTtk5_KEG& zk#q~5YjdZYaHosBnmQpJl#M_qaV$S5Sk&x2O?AP}x?}fFcC0?^{?92m&=HHex9zUJFL5P)m#=OZN=dk#^FjD5} zlVVFYeJ!fH=Jbav32ONY{xNNb6Yf^V|5|%~#gzw1k4{L>@Tq~E+@T|X&N!pq^t_1G zd7p2$TF)9kXFPkNY4Nd@JJ{A`B+hNy{JGyhCvzj;}2?v2yaZpQ_7ev_SlB;s$-FV{(vE7^=Yf0z0#w7wx!JWt2hKqkC? zvhVMVUw=O?*E62?XTRTExmU#^Go(wB8Je}G zn@?DK+2H4f=J_&5L)8*LPARijV8J5|i^N6iTU7Twm6+>dS`q&B?ycu@{#-JD z@pAj8iG@-d-m|XkUgK-`_4Kn3N(Yv2?2lWvF`(#`qwm_~h6PfV1(#$jBKhW6u%~?z zKT(#O^y%DF<|kLwKKIDQu8mmzlTA%{`a=neLY_GcmtQSCdCWLr{q$v=^BI4i-pYCW z^Rru1+<4}gu=$BGtM@g|{B!gv?~~5c1w3o4*Pl*Vzt*S5xP1NH11XP;WmwetnuHr} zeW{)stgY8B#}+-`vHJe!uQB`AYR%TV$)CLc3pZ!XeeRzZxLJLkNuIEtw!h;~sEW|K zjprMd`x#Gqu*B2AZK8Hm#B#+AplSPx*Psj~m&Teo#q<8dTg)7tlOG)MEO?}1!CJGz zcV3Wvk9-#AjQ9$3-X{mcr~i(P!}@wwQD2Gh@yE|9d;9 z^LmKarm-CKY)-K8-?OOot0Z5O@OdssYbr)fCZd1cd(E|{3qZl-H;4JPeu13b9vimF zHIY9)Z}?{Nr&8+o!7PGQh)Wt(qyw4AG7DFoIb#+08 z7K+d2oiU!ntbVRh`1t|O9j_zL{QM-j$9mmAIn@vQrp{opx_Q{-#nO%P`=< zj@dj%{;r=gr{64=$H&)XB<^jS49=fvQhrUP&kYlvKFc@YT=!6WtMsgh^$%4n3Weq< zXzvh_Pf?xVTT=YDEa$apLsRpP(@MeZJ7%4gtd^+0$@yjVEGPTJclGaYi(~%wDDiKP z_nV#1pZ+O`k%}z1q$9D}Ds0OJKj(tC;`z|4H}5?9k#F$vsN&Dv;I<0*+?tfF(}R7J zgU_n0$jn)_ab~!Mg6-8gV&12fxz9;0e>7|VqSnG$K1gQR>^k|;B30?)la&2)ExFIl zVNE~R^ttK$mX@g0!*`448Z_;ZuI4leGXHYWd(TVtuNey(fB10cc0OV>botY;d?SD0 zGx3j``{v6gJ6Jg1G7!t&*LV_C)}E7LOK({J zH%qQlru)d;tqDh0?B4j^w0~Mi)SIt;JT`R_zm+au+Vn+pd;D9wlbpvso^bhG-EbBV}sq{0LT&^dtusyXX$+dsoxvt6S=bDVu56;}2@RwEZ zQSa`p_TA=jdd;HEnFqd@@cJ>UeVI9tHT`VUN7JL=8h|@(t@*vG=bswq9=DpEUJ_Pt z@a}P5A2mP7JsHZY_D0QSxE8nGH^AseQEtz9G6);_|)TpO-dSgn#xv=k3XByj5x@V9=3`4=%mOtR6%QZ^ zk9+YKBj!u`)^v90rh`hC1`$w953D znLl=%`Q|6Xmd@8~+f(pb4)o3^II?AY+RE_CNdsnkp6 z3(J;i&S4YxYvx{lkTt`A*Ye%5e>P8koX_6C$Uke|vV)lyTH=f!Jy=v|FfTav;Gt_< z^jmJ!CH}vbZNZlYPMVe<*1PNP{?vILb`^y9_l4JY`0qVd`^xm){XJHb+(wp$ET9k9~-%u5vZ__6l+}JP8 zIej9BxNl2gTRf;?xL!Dr=8-XLbBksg-CC{_ul*xx zn&;f^_Kokw=X}f9FYn56>C!JAp)7UnkTbSCV()GEv)q(oOazZLKLzE&hb}t=mO<~C zpB;MR@?!1OPp?)MD8yI@=*e(QFXw!7I^9n31b?Mh5K~cB z@bKorHD8ZKzmKuo@Oi_TZ+=`H)%`y=nH$Xf0g0VUJ?DSuEPSPuxT@u#*-{y)AN!ts zvz`?b6*c$HrRHyIbv?^2oL&0n%*6N0H})%fpP2KjL@dj1d18TVWx-V&3I6gm35n+Z zQ$K@71i%6KGB=^BMA7F!+*9b?AJ^g^RAoB-UcHp_jsA4C4fW-jtCV@xNwFzQL?29g zWMpGLss@XOFJsq-3=kKYE$lnIWUozkPK4zaj-MPJ8b545IwTZ0ZXPZ7AJ1eTY=5m2p zOl29Q$Tx4l`Qg5W)y=jW70Zf5Vl27V$*_jIY~6J2$&7k+Y43aQmO1KAe)fCiq`31} zryQzisQoFtyZYxo(N|Od{Q3XyywOML0|#p-U(KJ*wei}=7};HCJDOJ?J7}>OG}Z#j zchIqxX|6Zh4px;ICM7mY&+xg^_V~f6!h+T>cQJVPPk*uelLz%zik~&^f1dcJI`DE-@$cH#3G1ZmrK<1uuQQ4KGbdkl z%H<`WtS&uRm1*$nS(n(gObcE_1!%NVdX3L7mwbPvkiKT^;|Hfce!#WG?8~N}zi*2t zmM(wrsnDFas`qGEmd@TMh4WN6nrl6b`oA`$o!n$QTPB{d`a1U;^^Y6voOc#f)hz8Z z*^wpH6RHVnwH*Eo8N-qCYc75M?eACf8DHcl*R}^(@~#7WM*BjnSKzy2^Nu_4C)W!y z+rDi$m!wcKOOQRhw|QgSIWDou7Be0rYL?}{)u$@lNnuW%+xGdvsmg+MZ;fQtP?-Q_qD3*Jr?8K zISx+GpQvu>wX8H(HT@v?H{$1`yN`;$UF47KePOOFnm3Ef+`CoUUl4Rt$)QqElVmNw zOq8Lk=l+9B;;T{)&pNiU;Bm-~LajCX9oH|svD&z;?x<^Cg~`XfH_o}64rl6yafVzt zEqCnB(-(&))fRXcs>%M!eEVAI-=w4|^`}0S+gP z5}pg4yy+1!^UJQ%Z>~;{19lXG?$5Y(pCR_xCEE@AOC-<79NT2O<+@(66#Mpx?B-{i z4L2vaa=$j(lfaS- zP++wDtSf}}D2qFF)Qx+c4w)*R-r0EaNG|w3i|zaq3yeJ?4hb9jZBn1N_nFyW@0g(a z_`;tT4A`oqes7;xAU(0*vWLWLsr3nlg;Mhr;f;*cNn3BLr(XI$XWBbc@RcRK#-I}3 zqh?pjllaJuW*km3r#GiR!2c^PcC=gH}Pt73QAbLe%!fKS`h4Cj9Ui_&yLvyLXWf zeiljX@$%a@#pa^G@1+ToSItZCfBbB@;rG9*@;YY~z5aUeTzAhFa7=xS`T&Y-&_Q=k zdrwK7PRV#q{^3m;3V1E^ktw@$Oii=ieubeS8gn z#-y8WSm5}QCu8E<$QPH7t6UYfcSu{hbn4Qb?~MNHZTvhlP34fUbLgI`Vps0hW^*`< zE14@Fna$yNeJ*+SokMGVe(|aa?>G*2cA?Up2_N+4UfOw!fB#MCws*@MeY~gU`g)iy zSA95p^YJIlDMekf%wFD+D{^jTW(Z_O25COZ_^a1?`N*d|JRUp#i$67G<7{TF;+?wR z!E7?`R8WIoJbm(pgpy6q&EC)3(pfm`{}bWm7dI73{a~7Ydh*8o5%VtmOR9AGY(8B* z@``(Zpo!VzvJzMB*M=f&*_DqBOg-+H6kd*X|S0+=~ z4x7JN`QOiJO5BfyVUxQm&A+)mD$}o4zsa)m*_(^?ThbLzoz9)0Fux`8g;`?B>;-p^ z2_$aVkmqdNvel+g+N)({O+(D0wXav|?(w<7b}3_W=k)-EHBURQCopo{ywN6-vPRKL znsf19{ZAUJ-&~BH@IQtB$)dkP!G)?-oz2N*H`6$hn?7s(p6C zThB|#tkFHwCJl1^`pJvItpLBswdXT#$>z4Yqa|h4SgHiK#@LafVm-*#V z_@@af2TYgGyAan?{Kj&I;+48N)kaqju#0eR_-)HBbZc76`_J=_-7EJ}oH*~#Jtwcz zl?pL#%QbIh^6*^~n_StZ#t{rHc|K>D&A6ZN=<Jt7XLGUlzLR^TKg`>{{H=ZU%!ElbZn>XkTgT41bE0Xk-oftM7e#e@&KvyXPO(03 zQ2G25W6|6@dzlt@x0T*KaAa4{W1Sm?Vs8|L!|SfEoc{3Brh7BIz26=CSFWuR9IWg5 zE$UI0+EljaFL&3!E{=SWzba?Z@{Q#}df$In6~EceIk)X#-jRcTpM!j)A`Tw%GwDOr z;qPXjU2;+FFV6(eFIUur*FUtmQ7HFDLGnA-rG~$%OBjD=doc6fYcGgz79UoWpK?u37f^LB0pCufAgWHhndyL1mTr z|NS~YWu7uAHf8B(P|wDfe;KSjH7Q`7?i<6+(%%wo+cqa0kKDk#O*(16%=T+_H=}3k z`W+~9?oTa_s7lK?`YM(`S^o1QRTi=3K9}spysK_~d~zqtKJ2Bqr0~ZXf~?lPO>x)}6);nJS4I^sYC=_|qu=~}EgH=2e5@i4RG|lAX zRC{>-GT#fGKaTSy9XDK7kT|~zJXoa$Dxr*JSU@vHGniiAx3DUd{JrQ>A>SJd_Odz5 z)(^I5ipQ(mnebD2_Vlae+4_P#Ip3Qbs^2X6;=j?1#((#D)7<#pn6Mw)yav>hS(tfn3$!m%{66<)LhhsB z!&2M9eUaw}`ic|&@*3PRC|8WAzNuqbxyi`$IhVMn+!pssklz#E6`l0*^vuoWiZed$n3n4Nulkhnl!7p3v)vP! zt!0?Srs@35{pP(N77L9h2;XUbFyXiA{hj;o>3#D`wO(?;_|GPtSwiV^r!`Lf zk?}!ly{CcLzQ}`zoNUi~!iK;$`TYFWJ6SF^zf`608fsnssq9=PGT3~23!CHuDt zZMU5!#TWC-)))l-zI)^Q?88Bmb%Q5s}=vK{;pm(ALJ^3jpaO*8j=gv{g^Ue()w@W}1k_4x@#g;IS@w(bXiNyi+~ zC{M1JTx{br`Le{*r{)>;LTL+c_n6$smg;$u4Q^ksRr@v11Pw}5?y9`Bm|Jjq3wT)R za>Dt{4gZ+(E6%dKkE`_kb0Pb}Ki~C|l^d?xNId@`s=MYocm^Ka7<*#ny*N-T&TP+Q z)~?S9=fPLRFxM}g`1bCN-4}|RvisJ3DeC*C+T<=brz%x)ewCn!aGp)>|MZELyUv_w z-uvtz2U8emLb?(%yb>+1P|Yc(ZnrogKPw{ZVVl~ubPLd}F0b=HxNkFkw9R%y;XzaT z&X$Sn-?{a=|JVAPYI-z(^WI-=r227##Gx`9mX~?pd)*bfuiucKx1}>jQ*FtyVx>2hg5TzFR5NVQTUsYp-nlS5V9W9C z8ynB`?)+J2vmky-kEnzEv3=7|Ypi{KjO8Z_&*yo^>^zt6TR&^zmzOVVF55CCu5UCb z>H&AA72a4v+Nn>@-CTQq#i@hdbDqRi^0nBqADYLU_?NX{*~axdY?!K6*~k342+K-ET#brWMhbp0>@6nEuekqCiQe z;X_#Dq^Rg$Z8&H)3OOI+9{5-ksL5Ce^POl}pC+|s|E$bE?Z&A}4-mcLn8qj}JsMT!5m%eQBVFQ0A|n`x7?H8c5sf8sak#uS?;OowFLKrNPIE)Hhm7;oBK~q62T$CGcRnz zj5Ypy!dSBRf+OeC7L8uHxi0LJceV*XJkVM2z{Mhg?R}_6^S5wC-Vn8YJeeDeKF(G= zd!o7d*})zEBS7;~&kr_!hD}6hLbh7+PZM_isKDH}jzWw{u=w%6-Lp>&kOK@7vv9D!E78 zPbT4K?e3S8R<8ML^6l@l71xT^yFL7+o3vcd_|k(FnFeZ;)@CHewxx5pA1a0{fm(NZ z$+xMSCa|{|U*z>s(>n~BYPWE5(rc0awm`2uJ8xxe0DJ$0>6f!lJ&EyuY>?9a~pGW&Uo%S!$9mHX?amwv9Pm6}*^ z#X~~)N%)oxeupO(Jn?`eh17@hear&*lRrJvEK-rN6zY@Ve69b%&4+o+hAdDkUN z<^C`8F=l$WqS0Vk{2I{MAu~KMPhZOvy1e3IXmRyB@E|(ag-mOg8XmuUWBxH2{pkm* zA0AS&)4Vvh-|!*hx#b(TqkVNoP=CMrMX-p-l^ zoqq;5tutk8v|mWV@3wjJ_>^0OT0`ALuZ+J2lYQ?ri!GhMrr3AeAt5328um{H-|lt# zAG`87F12aa6piD8OYgs}*NXe*V8l7k>MTdgVzxsUnI4{KEKoUvm}`>zv*b*N(Z`)W zmrg0GADSrq@I+_9kw16CoZlYI+F!vs|K;5q-;1n2Z9Q^1sa<2ThXhBF{RgGO=$^Il zQL~lf)_vdNyK4QumP67A0p4%v@qc)kh{g4l=XEbBw6KS6&?#a@E zO3M#T41RcG<%WN3`9FM9>yo`0T)gM%|6LZe-}1g=Z-7OXMvs1X_=Xuj5c-XOoV0DZ zb>zG9>TCHHqJ49?-2GaW10F7ozddF0`*7JGC$A<_u=aPr*BKg$-kdx|n-Oo(~C z^p8{7*5h}sWp1ednEYN<;ncpik~nVd-VlpStsa3)SMJ9qKK~wlV%tkg$P!_3LT7`=or_g!r=OHSnv^)rUtnq-XfdX`B4;$jJ@=n694|z7enQf8jw^rP1I0 zyKNx;GyqMy7|-DXkNz0X;d*`U?Y3XiK2CE&1H5Ip)xkdHR9K^JYr0)Nb=BW_>aR@- z9!7g@eEz61URA+O>Z`#wZ~eEg7VmKEjTCe0&R)>CzLw3~Fg$YSa-Mt|`{esJ(4XV@Q zR(X}h&Cva4@J#Xgtv$l=FA^?XV_^8av8eT{q+hG> za%f4*b#Bsqi(PROZvNs~eyB6};gOXa{xLoOc=&Xpg8PlH+@-&^vI;RLCmwG%e9m~` z@-2ODeYRUM`ki}Eq)hWGK7F~Pb@H)8CzBq!?06rqS6>Jk8#9sNetj-@#+;2IYKewZ zXXj-k?QJW5cw}cm)0R7@uX1wv#;o&ms9Ybee&7VC<0|GS#hu(c9n?NginC7VKWmOBMQu6I`}UPc)d)xPz;C@TuJS*h`Rk!gv*n@bpMCyruS`2~&{H_HX7;|O zR^6*JEcpCv+#$tSb>8H!l7GLRxdsV!&>bmr44!}Q)sW!&8|Qj(Mr(~AE3<8#G1oa| z-g8nb9xVvlVqkapiT;GO(2<4S$%l(Rd`+{PY{_#@1~ljTReVQZ)4_jQT<1RrS zK7P;>xxf3*hNIj;UpJ}f2tM!Ioq6fJm-n7&F&UaVlV@#6xSts+`hLyT?RKjp_ctm& ztt(vmy8S@ys?;4FLVwd#4n+zl?olar<$i6>a;xs+HR=4l#Xk?6+j~;}C!6p`X`OGS z%#%Cs7pTm!6guaSP@MO7)tpPG_x?KBdne(2(f%M;vw)>v4&L5=C*l8Y&Pi9-zwh)q zxVmfJv3u2#jMY;cuaw_;Uj5ES=;4}9gI&+K#3pZO6HbJ$$*aG8l544!yUNY|QS%>q zSQLXTX*(F#ZW`h9LupN8$ivke*j~Bqk-paBVv()X^Z7n#zNkVoQ4LyyTx_cSx`ciI z4Cf{0Z;t%pVLvnz)MxnjCAsL}$z6)G)qgH;txkA9&FN0dDR^#zddzQ8=l$QaRPxP=%ai9f+j!}}?wRbn@v!v^`N{uO zEA)KDmhbS;uKu7od(Wc>x8E;3uc6Dl(tMJ;+8k5iW0zR8qawCH%sk|C&tcvU-t`@;Z>VvRYC2j?9X(BICe;gh_eedBY(3zu)qKj!elSXuZS zgRideIhJ4lSSyXL7O0&8t;OZ@tvetbvbgQ~`|q3W4lgWt1~%h%d$8~Cf>j6qtzRa^ zyz>6stWzDW+y%kit=z{CwNALLe-F9@`{yOK7XO(Q@pJE%iJxobetxL6IPouUMNGB% zGm~|-5}z;c_-4OclZ|^m+p`xY%3^v_+~VD>+>E>H9p_o_u9rOsa={5j-&KcR9kg!0 z_z9fFR~9@B*}<@Rs^o&NS;i-q228kqw|8&LA-fZw--xG+PiFpW@GW!Y-XCX$rp;5a zS$UP?+a?=bSGK7!YYcm*GcP>f6S5;iD@I3DZw{C7&+gOGpj`tY5^Vc@;!3n9*I72+ zwHNhk<{jL*blV%= zvTCX7?K&&J%zm2stoZ2sFd0o{5j`oc$Mb7hxw*5r&I`g8xu2^m+C4`uHcLY64rn3W z98U3bE#5z_q#Lw;Kb3x{-A?%5*>pFB7!!eGdlrDwOo76gC%xtSK3`)$u}Q~YZ+fuW z!s}_<{0@WG73?Tbh!HsOZMJgiR?WY@67za?NLN39I&q51`OtsPIbv@cYxjQ%+jHi- z!fo@IweyeFO|*~F^`6kWUR=m_|M5*dE;}-mdba)rPi2A@S4>bB=2btmtGH4^?23l) z{m0C&P3CZjgBJ=sEmn%LQ$F<6SSjXTF9&pG#pG>GM^j24x$O8Llc@H7&u8W*6aKPX z))4Oes%DzS<$kDD`Qf371&k@uzjwY7oAvtZ)AT|Eg@;qBe`s50R<7e#3$yFlYmv(1 zUAA;;T($R}WBWF>sBL6+Z}KSCO7O`)LJS%PZcz5bTa1fLIa+#|C}lNzOLW4y9Nuc=x6=u-K^Tz_pau)ZPLR<8x6$Dqd|ik{-Sy^+{U0z zc9G`kly!lNC)+<^xmutVV*yHM;wR4dzTMswcg{9eMt{i;>EBDQYQ+T?Pds@{t;pVo z`Tl=NWl|TXy)ox*LA3MLYe_RO5%g7@zEw{(MJ!^0!rHYc1Y?IQ#YRjre1?{BIx8-*-|Z zc$zAUzt;5Y6S=~DTMNZEfr8bqH4@f?xAT7{m8xVPzUCLGbiQ4n6Jsg1t|52*BdHDh zd$Lz~y6x-9UT|`Ep|9-0f~z^A^$g&W=H(&y;tc`y!d|0~k4(*u?^wpkaiEDKkz=pAcUEFeRe=-s%-m z>jPgN+T?Llr1R9pf~OfficDe}@9g4hTf8P{|NoP0hp#RX{~glxzHh^ydlzzy?KgJn zm~TwC@sPOQw6grK32&0v?zrwFVM#=J+@qX{ zK@67dC*QVAz5MXh%YvsR5%taXpB!fEunVpGx9qcTlk}3q|GqOV+9uK&lPe}a<9A(k z(f$NyrWH9_Yix4AYi^nHE0ImTaHDnV;nI}Dp_>zH`Zt3{TAK1Y)r;%MVQret2qS0jt)V%@sW@YOZpVXUC*PPUO$}K`=NHd(w5(pX>W5qfEB9};g+(f`{*uh? zCsUWo#p+Bpd3dU`;Hk@wBBhwzsJv1o`W^K;pam4((xaVqnH*30s`ADZfL7cxDYJ@-o1 zmBrngvkpxahFTL=A}x3MUaqj*Wjmkd%QL<`HJ{K`BQ|~U?H->UPL6S>K?xeXxx{P^ zCuqvx%sTGNi@RADpOXeHRxy5fYG#4y%$?WsF58vP{eF?qv}lhvn>Z7g^kv7=Du4#Od@6jg7JwT54A7CL1ua4gt( z?aubrb5}h#6&y}^sB?bblP|j$J>*=yd}FyIQ$k@%c&aMTzmoS?+|=%v2p>D$5e^y_ z;r1|@rwOhhPn6Ew^Xl4S?Ppr8(ldNw+LRw2o4Da0Q+>+1$relF*FXLg^l{70yEndf z&!2Td$!y*@pj31y^~`D-h8hU{ps0a zQklu=Tk+wK$+w-mmwuV|`4acs`Sa?tlm+snIFv0xBS*aJ{F z1?5InXHT@wes*Zb-iU)qMwbip;EC|?8jWd2AOFgEzBZHLG3RTOW7r$m-eYS@4w0JFm%z( z9f6OR1fJ$eeGqt>_{QIP%Jj<-KD9!r3vc%X?8wx(qa%{Xat73qzFnXJNu`xDD|@A4 z?|+F}{}8q$Cf;G&5nHM0GyZ-Ldg5v4dw5U$%xOWBriLzSG_d@a@}@Z5QTFW#tJe2n z^RDgtqC9_pXN0ZdH=Sjgrx{v)*9Yn)H*DBupy&Kl|BZZX+cxmZn{~Hzx0`+R-nx3S znW5e1`8AJ>qs;7>K^t5C|J_kLSwVG5iYM=_(~HXk&9<%!-w|yP{WbCJ)1CT%8SVt_ zJrj8HPRmylUzKywt6H8unxxvVdiX-_ofl?Ov-H|Hv$=y`3R`W+bDn9C3p&z*&v#my z^N%f_Q|!AvCtOey-o7vZG#B4!b8j^(mvoG7Kt}ymhnb9fcRNfy+Ml;r`*YHze_dkN zay7)SeL9k>A-?PrW6{?g%0Jn-Z+1RnTm+tbDN5A!-*YVC-n>ZRD4oA~->u$7#MLp+ z*na9>+Q)_cwywM1o5?FimvFYvo&2`E=$Xf-%O(?g=j>Q|re^8&g|X*?vQG)QZRfm| z%OlRl{o2eV5aghRF*CN=IZU&kTARJnw`!@z;U8O09?1v0B7cDj3vb9f;cBrJHf#Py zF8K6G^1!+DMzLQ$GPQ2cZ$4TM9ykLzs-~?dQA=Lox@Vt3oo)a2DWLYFkqCEorN)(shi;`jGM>VjUHQm3z~PbA z3eOiQ;*Pu`EjxI!d|bQBn`hbV^1YUqykWz(8AlFnX<_-2f440uQA_?t<(IPCyo>Ys z-d_X_=|Y3sz;Zjgtm?74^_QEPcS`?OkX~`;y#F$(MJreSH27wl)#W;E`K;Lb-}@76 zk1o$tvff;GM60S$N`Crgna)j9F6MTXNgr-KcxV^z(?cQP&dt+978UvD&ty*ix7ldD z@RpOH2n9v!g1Ezvicfe?<~TG{xS%}w-uZ>UXYBdWbY$y{H-8Mib-z)1da-?8p1ca5 z+4JI!jVy=!hldgpYui8}-XwJiblA;=)Snw!leT(JS#e&# z4zyh4R4Zt?NbtJGR?YIu4egrz$@Nmp_RKj}@H}%ytKDU{`I)!Uc|_Q_UmJ^X1y?dx z8l4Z&=xNs9?7Q7*-?_(`zochH%wHH1aawqO=KNnizb~ZUYPY-m?`ZlRkJh`3YL5ja zy6<=wKOxuS@DoS{`Zy;uNKE%ew$PT=uM)>+Zg}i-Lo%&;Vo-8a%+f0f&8w$KZK*e2 zx@^ZpPV2KRb5jrXJp;v=$(AyfTu8@zb9hviaAnjti|uAJLA}C0RBOVt;y$*I- zdNKFGHnY<$vgwDwLxG=;y}zHVWzp)T3d+5BJQ{IX5k zP8OE4v-f4@n1BB9EJ1GT-c~`&wHb+b+tRo}3FVO)Xf*A0(}#D`K8GHCTycxncg_6* zoi`R@*X}O}|GC0%TAzZkpTX1#@2~CKFZ_M!@?-j$L5J_$*sc>Cabn;7)>mnE%svsn z`14+-uc@(K%NlT}qh;>0RTjtBCnQeZC<6)y@S+>zA1D8|+&Xf-E#)tGLzu^nLX|hC z+Vz6%N@jjqczQ~G(aeb)*1j!sRS)&0aXGVJOU+nj@D^MR9XH_4Dp^)=u=zW9ZIb$- zKH)@mhHpCWYIgF7h%9UTeE8Po13xq0oM%oinI*_+?Hg*yTjS_%KIHXL^E*6o!()#dj6%~I7RRSv{Mdayv1q^bwgS~9Qdw*Mu6x(9G+pkSu*#`v z2e!zwly8dMQm&fNth6ym?@^k!@45N=Yd#t+J z{x{WotiJN-UZ?42#P_E^J9l68hah+LiuDN_H$0DkujW5~$l!;Kr|37U*%jN~ev{#@ z?rXI@e(0BU47+JYz37z%e?tQv3kL5Oz4Aklv%0rsV($8cM91Fe9^mfI^oJf1<@Yw} z@~rlKqIk19;NX#6Jno0)DJSx?n4S6)6g^dR)pV~pJ9uK4ucx?9E>PZn^z#e3g?O^co?NZ{1wy(`N~CRr9tQhQu69dStex23#OJC#uQc zsGP%SXZvf{4dc7FQXZMfa8>iQ+B)5q+54VP&)PE5Tdi)f^pvQ@lcy>lpY&9I+T{oA zF-Lqsqv^{o|FN}CO5|U;MU1<8p5`0Qoqr#}s)^$#S>N9}vikBn{p}B9ZWQaiu@wJy zAYpON!YHqEp@qyg5yjiTsp>EE^@*RcYIMp#_a+>K+~F zK4a#6zh>^-SJPCBN~CyOKQ1`}9*;H;OghFdm3o z7Z7ppVOHy*+0WL6X>iZIAG^>^?TxAMvCod+KBdnM;Z@Kr31%gqZrAMX>H~FauNSDi zu@w3?;iUG&wXef+7m72uUZ>4)YSC;nws za61_L@$QY;5=Wn1typrR=dI0Kb%z@^AX|}Nb!h0#) zM|W;`4h~YqiQ)77COuuef9JIN+bKHzF*jPT8E>>&#d$(q{#x9&mx_O{9nZffa;8?Q z`sE&R^-S;m=gTc7w(A)OC9Yp-u&zlvDq{M>&O`GGpk1-kSCX&1c=Fxqrfs3d8%vRI zGF-pEEj+%3-5A@UG+TJe3*$e0W}dtdWc^B=-h z+w!~rZYa$VbiT5C}OjxUiio*CiafCDHpWdz#P<>JaDddW`LCKuUj8(`~^>r&MbJ~W04^B zUi3~go9njcd$~4NG;%Xu-`xJUp-yG<{4HMs?-=Pa-hXW8JGuO2oW#O{3jq@QPjrc0 z%eN3ogJp)@o|>k)N|z1i{odDj@<_gg2%iiWyT_TU*;8y!F@3w9EpjVGG%z{^9^6wp69rv;f4t+D9KoW=D>^=JiV{An~N*g1h?cF8$Dbw(;&|v zY|Dnc!!r%CVJq7GPEF4io-gHQ4=THP+YdE5KV%S?c3ign@&l816_&gKiBi_KZyP+` zwA2{~JzTIcb3=$lftC!%j=zsUTMa5-GpEG!r2b`_d?A}9a{t2!ivk@P3o*Wi*2SOi zJ)e}yEceTk`L%gN?&j5JuWm|FpPjkK=}F?-G{VG9j(pB4!t-FT2=}+4bn{!V!Uy9T2)D@)pdyZGTiN-R-T{2U%Ra4h4It-HEAt} z9Gw$Wu7Z~AJq(z!6?DMCY4);rm!4>J8+|+(V+)xi)R3_d;bTawzdX+?y5_8ATKA6w zcHch#yp-g*SMBGLA96Q-*NNBcUmCP6c9Z!ARrdq`zOU$c^Hk+t_og+b;eMa(4s*0M zvmKt%wh>gt&jWSkz^l!hBfsu1{NR0<=csg9(%!b_hX)Q89LRY%Z>qMT*Ls8fUz$uO zpJaiRGL@YuAydznw&nD4q>|9E50!_5q`d(`?0EV3+m)?W(Sut8l|sr|6ey&Zc# zpSN@1v%9(L`z@8$hT?C$)rNV(mNI=ZeC`b!Ke_zYU2*egl#*P~9{)Fcb>!En-E^{i z%*>xG|BG?A(&S)!#z4d3hna7FYZr2EiY>MMYrOmN=4pjX4hLRNywd`1KwU=EiT9Zz zmIszZ)NL($E^8^~l?_#E#iHxb#u_K2>b=O?}Q1Z~@ z!8^#A3Z^%92Yh^OYO}5wyaK{V#!@ov)7;bidiMUQHFuOR_Rf0oXwU9Nt+jXdd~;Uu zDSHfBckx8vZS53;U8zF78$SNu^W^gKvz2)+_ihzG^4kAuiB-FG+wQIBk8baCC_3LW zD>Kt@Ke=T2m!D$(&DSk9-B}T-r?!7xLgIaCSElU!JN7i% zd=xuZG*yQ`@saMY*AJ)4o7)|jKfUIa?wluX3Y%5`iluCbW3t@4zk0&SPmFhePK!Qp z`|P}9erAW)ZB;atkWE^$B``QDggJ*v|!=oE4I4*iN4>v*L!DvR`tU zC7ZrZ)jWRum6PxDt4AJpWGr^uQejlU+TD5i!;#o)Rp4+*$=9>^$HpD3^yygp|Id^B zYui5GDk9~7lsyRzBzpB_|pAqYZWWwr4GGVzERxY zGfBJoq+(Bc=fy-f8)?&dN6r1TBYb4su6k|YJM3)Z0~BKrv+7QOq-utv}pnF@97oGm?f{D54pz5Eotl9 zJkR&qB#YGbNt4f?4n8{ZoSSd@#%CY6#3p;RPA}?cS)T`9b|I6N-}vRlG|xkN(*HpL zCV4JRdDCT2nV+A;Jl-ue{BZczWr-h|Z~T)JzDyH5<;I)(@$Hi?v1`#5Q&J%XC}YvA zyZH<4?UtNmac2ARd6NI$R^v$9fA*eo7cP0vFpsp6ndi7$`uEYV9!u`)?mnSxI=#R) zhq*I((vIX;>fh&TPp*m05d2;7OZL%Hac$eZ2e&Pmcv9_b%ElWXxWvjrz2=-Wf~epJ!3ChE6Bv*7%md!83+s)RE=l_&U0olxUW5oX`y^N;DKo)>sQ z)0_00#ite}8GY*I|NmTdz7@~%jhru@r%EvMt~(_0=D$&o=ZqD<<0K}#NzFD{cO>bu zc2q?FLld(?sng)OuEel&;gKeH^6vfkP#^bcoUzUGx_41EMVoXK z6Q}L{Iw^J4%go}JCX-crL(DVZbhf*JR|6TB%mlA1Y;>L-x;I#CqvdN8nOBf&Myh_) zH@)9}@3>B2TDD~Tqr1Je_RjbD-G0xz|Ng`GKO6r3kL%EW_o&AHk$vP;1@rJd7q`}R zMg8J`Su;&?W&Wir;@^d}BW|26eRRcKFb~p_+w`VYZQ^>VyGoObS%Y|-B&5T zuSVE?U#If@DfT5Z{>(i5gkP4e^V4iTW1;&?CTbLc4ktM*paI_-_vDHC`lVlwSF?yf zOBjPWKa75!d&)k2{&FL`w}RKyc(XtHUhNY5mRTHe`U&rolb4@u2s?TC@TU)7)l7MB zGStU?dU^TT2D4hGg!k9}X>ls<{mo2>E%4QXo4c6XH2i~2VByixJ7N=srf?2jecly1s zEe3oCpXg7>wKxSyL^Joug^2OyAKCly;r~5PjO$O#IsEEj{Bwndzo~poH}+3%o?!U% z+g_O#n?*Nxwr1#dos~J7Hc$FAv_0~~L|bl|y`A5>$qC?s!|!n98oB?aLQFT})f5-} z4HaU#v43{U1b30yrd>ycHNYuY!>m{Yl7ctQxoz9CX@=9GLS@;OL^i zp*@rAQ#L02_v@MD&Nth%-8E=uQ|r?WGm9f&sdc`3d7W0b(ax5BaB8*Ue!fA{AoHVQ z)y+fSV!o$}t#)YE2zD)8n125>msw&~!h5lq`-1KtEK6%Q&6s!0uI1W$4}HtiZM%+L zE^n@E*%0Y`BS$gknZPvAaWyt=&Jk+z3hg&#Yfc@K(ccdanBe}00%pu1w%rnOe2d>! zUifVA&E`d=RJGWb1?PKY%(D5qB@$h^UmMRkYy?{FVm#-tR%DsvLc;2UYOW=8R2a4^ap zcFZ{^U*+@fLh`5Oa+Cj`O?CqZ|Joy5Vv_^fuDd0yHP?F|W9RU#Fld^=>o0ds9y;Qg z^GwC8SZHd1d@uzidf??&2Imb3#lLoIdJZ@DfKBw`R-=)`JY)p1|%{l&0U-9wp z2;Z_n?r>q&LyM{4wZzSx8v6@NHb;lv`~j-xP8ZCJI<;KybEGcwoBy{`|E-uuFfgk)7ZLQ?{H(*Lx-s+%k}Jc{IQw(F|*%cYsP{u zjx1O1-&-sLbY)f;fv4o{BNFC+%eeR<>ZP>&zw_R9wKrszzk0Zz@y3CFLK_a+CQNVO z-IQ^kA*b}n#?Z$RHZ41vT9>}}`FH4F@8%8Htf%u&SUz3lMSr>Qk8_~*$@x7?i)5k| z&A;}nZ@eoRfB4#BAPCY4oLU{SZfUuKC{h4_F zeiV(LeE$bn_vHeOX#18;U!66g?b|nfy}uwwc45xd05S7+a4)L7(GYS{M7x;U&kLuN z{PgS-?!SAkI{z0>`XxIH?~-4gNLih>=|oK!Cb^);wL7zb{a>jf%1T7VW=4Ig=P?@s!s{Xfrmq^@4J>BlzE)^FoI_ZVOur44Uvx&Yl zedd|BubS!{s&;?pp9h~lha7uu>vVP1LM^}5+EF*2pXJ_T1c|DY&UtG6(Y*Kaj^*9x zti2<%I;=1Bb$f*9+w~i={tB$Vc79`)^v0~q5u*GS>oOAWw1O73mxC9zKQY+7DWd;e z%z=u>kN;PmOuu)@A}kf&CA+0;oI7i#*=Zl?^ku!q!O$SRvGdK3H*XgB)c8!c?w`^* zS5|8IvfkieBu73v*H-Ru^ZD6A^~w7k=Ka}a`7Q-C$aU5F%HnM9dHH)APd+IuzIW5& zea->>^ZoEi@<9?3~e8^Bv2066!rA5B!robwObLK6lAm9mcbd&9n#ykEuWQ zf%&-d#AI&Esh$0d_2S@>5B6ET%)Wnl*PZ5T{F{1Ham#)!YnE^Cr^#k1pUs(-X69`y zt=Lt+k@>apo)WFs;9>9d;`N8jXZ)D+@#$yCdiAu&4x4K^Om4S3Y_8=qxxJt9tQphU zWsPdrB*BBPHfN`RtE*3qbAOvL&N}6yqgKvt!e=54wfYEe6z5U>ze0j*=GSe%wsuR@ zbUBM9&pw>H+P;y0>9@y17t_VF4`*x6KX&i?j>?a+qF+xp`OBuMEbDCHt1~;Z z|NV-0$L@Vy+aEto>S+0rwWU%AmV`1*i8{hrC7JxE)n@HpZ_i~*_FS3vct-WA+GTpo zQE&gd{_JsFee2MVo@r-e`!3l3;sH${B(mqfkGiaOu$nvkAWQ8t`=3YBx8&5Y?K_xi z)BG*`BhRhq0xfQRTgJ*hQE&ap>n(KXa^dNh+=X|q|TXmlu zoe!D@OWhkaZwK$h_c3(^KP$B!f98AqneSJnbQrhTx5~>)LT*8pFDjhZ`_$6UpSNk- zg*8|HKe@cz*Hd>YOwZ-M$CvwlWlHm`);*(G|KfmMZdc;UJ;gs6c7{d!uL5|%B9oPyBVKO4Y6~WceiJ? z?y^K%U87&~YkqCeT-)++|3;CTvQ&{<@%pUt@sgp_&8)mHpG$I3jfhBJnEq-dXm7h1 zm)6!fw{yf-bWgeUTjB+{I@=!L!}-|W_kqLi$t--A?|L$^--=Z!2r&=x*q+h8LFCd! z7Jse!#+-D1HBifz?_k=W%E~z8G?sq9&DQA$ z7e9V*QPAuM>=2bFA!-U<^)*NC%z`v5ze@JW&i#KO{ZG4Hv-_*{wZ}k5V|=)jS<%TE zrX3YAe_`h`&}8-xp7!ZpdXs(RfBeWP=6VSZnDYe{E06zgJKw@zt5);I_~HGUG?xW_ z#!faJdz)Ho^`BWVrGmy}L1&$8YKuO#(5GhYj=H-Cj^tI#rZ4C-4nQi;jRKZSYPj75 zS2~g!uu9Ix&u>$v@O)!6_qzvDKJBq&DV1r0x83dD3np3d8qRH<(YLJLiTzvU<->16 zKs#*SJbv@sHfqYv!_Rmw7q-2$I9xK}bmh)K#^0xVxvnVhy|cpM(Q|9*sS_Km&N>wG zf=+tlPG8U$a0W7y{g_SCNGZc+1&2+Gw{Tu>qP`zY(n+gG1Gjelq&e!7?EYGzwkbJW2kqn#ImKU~=V zRs3AQ%$f$7<>3%P#vj`EZZS)y%#wcF*uF z8~6@eu2NPhfsDxgH1;jiSY@Vp&H<9VUg^s$-t}$a{w@4}m)5?}e;fbjX#b3>*=M>q zd9>OZ!$fX;CN4RW@Nspr3$+Pd@Lmt*_yp7*xwAeQf{P$wBZ~TW-tbx1Lcwu6FC9*4kS#1)E?^F4gD^ zF}u2x6)T>zsV&p`S^w$f<7X|C;Z2jm{+vtMW}T(G!?$ecpS{`B|HUK7`KUz^b99d` z_f0xAxkT!2ckR77epP{D zon>`ltJ=peo}?$7`kp!YnxHfQVgS6%7fr(7{ube7@yI^A15GP!JhX3)92 zhB<0i>mNR5UbgQpq>pmCU=yh9I{m{xmMz$Deax}{vrqR_m}J;=t#1n3utCw|K?SsV z1R8Ds@lM*_?q+l>q})4QV6p1>|F+XD{;_PvhU;V0{>(nz(_)%&NJ=M>*QR*#N$^p8 zei5Lo?z`-wdEK7F(yh>Om{f~IV=?wK5ag z`aGE3m%xWP{HveLcKm!c;b+=|8gLrhrZFeq=qE#DQ{`^uP_fb?p_$-eDZ89==J2c| z|BXYvxoz@~e+jPKzc;+R>lgywIeuVaNb8wkD-OaWLLPZ*?|_b@NVr*z%Y|Y%yE+!KR}p4k}IF z@32kS5;6{v;jMP~h1i;DrI6l(zjYBp*N-jk1`?(cE&-cB1&~ebL|Cb{dG@7;kD0@! zK+4z4%g-KEfFR?YAZ)alTo46?Ad9gWqNa-}*hrSM7p~pZ?lnc{v%W zo6^@Ub^PJZO`^JQEO)8BF1Me}l!4oHSk5u(ih^#`1hL9h zNlz4dVXn)ZDKqhk{QHkAFCZO8yIj6YGvKA%H;zk-*fMu~S_^U>d*;ODQjpPsjvuH0 z9=oVJ<7EjrB$oTnZZ<&*^`7<9z)Kx&nf+C`wH|>g(~{H+{}|MmW_wS!4otG9~8(S*&{QBJ`X!u#N<|pS}H{AqKlFzKig%mjB9eaZ+2xj6M4owbovdSp;?2 zgHPsl+tz=J<&Xx|leJgoEHH!*q`#WDK-Kqx!M@0ghwQTaE(ob-toeE_T0Z6<+s)&i zbNRo0wAcUnC9t>-5o9ae>!z95A9g5Z<*r`q_UMmJVcoH)_c3-m{`AhDyK&M>xVz3H zyX*X-RlB(=C6~`KN2Y+xZQd| zDK(vaD{I;N?5~%U-&~0~+fn}T9EkG&du#JOmA}tc@6Ib*{w&39&J5$?!pP<8Cf~fG zW?ZY@G+i!n`Lo^U)jHy=KOdB7wZ6Z9w!h8GJ$r>>f0u6FZSvgc(UCbbyHD>bnR|Mf z*>qpC>ArJLcbGqm-LV-Y7rejh!uLycpRdN6?+z~3R`xqHbLS47;Pa*0vu}r)-3&AP zoSS}R_J-OZVfix?e~P@@yI2Wi?)EQdR`ysJraybMNiTN!rk%d2RsPq!`!?85IU6wB z%&t1!Ziez_O_?umRqofky?*xHrI=G45N}>8)tr4hXj%TtkC&9+T#7mM;?3OiAjK== zt1nDHzW3*=b+hlT+&M*1{n?qAm}@Iv2bpbO>T}=l=~DL_AmR6i=7OmCzqU5lt#~wh z{kvT^=g#t$EKE9g=4k5NU3#gTYZTV&rW)VRblbyOzOTMmQ@QWg*0=9hOUHlpn{6Kd zr*yNm>2zqASe3?}dbVxK*=Rf2Zi^k4&~39d&>U#`d+WQ`$q5VQn)XtZ`!Gw z`YY?$beW4k7xs8demuutXW;%Uc>lK@H}1z@f&`!@Bmmb0UtgM&=Y2EB`{tRYIc-r} z4d0((FBW;XXRZ6|U%PLb|G$aNm-gO&RozSGT?Gfq&xF21-{Kax`RZ4E-WqSd+q)QM zwl~=9nfF3}LP9XDBN7zzGyNZK6+ZRi*816Zms&!@Z`x94*;7u^r@r{A#TB*G`myt+ z9dWHlxT==9v+}hTZ!Wj{4RVRN?Az;g zudFXYBgk?pJc2^RZiR^DXmQUu#kAbWs`~k6{%0C@DxZJ&)@>jDo7p1vUg_rDrrV(* zzN_@^DW}_~nsQScqaz#QAmNf?*LwV%I@bmHx4Uk}&I*P`X6!D%)P=sO2bXO+u(GE@ z_?^z#l|2?l^AGLaUcNkge_q-2XF<@sFnyhOWQKR-hNU_Mn#%WDtU*E5cV>Cqt@eMb zf1eevzx&1yq!*l8{bHAIy0FZs_W1>Hz6nnj0>w;yYx~Q>ZbmZ zW6`%<^x0o`-}0V{=j`?~ls~VGuYR@1pnn}k>RYIrdT`pN1K+2xc0@|g-~0I{dvS{0 z*X-Hlb+ynerUg$SD|NQ4^!fk3;-z3&mS1XPu;kp@4>u?N6shBzdq3;q^!=dh9tQQ| zvba}a+qSILxe>OlKs$QJRKfRu9zcx#ZdX1Pb=hS`*yufE6>VHJ<@4uEIz&T)vl?!x!Tb=+R+QbYm@GM`S|wA z9Z)V<8UK5sesTq-vvV?oXYP~x3d)c_w{2<-mi!1xPkXoYpUXFR`Di^T`yx^Y$kjgf zul|Bm@0_Z8=Try(GmV`3@Vg&w{mii5_3d?9c_!Q`FTqZ^{GFrfrC?d+i%_Hxjc#uzjtTTG#yJNG-cB4lpYF;g^ zeG#3s|0hnZKlen8$;w8i+$CK^!t^ZLZ4Y?U!mnG1-@L1mu*~xBd6tPPNaqM0WVjiD31+ zCa%p@j?Pt%{#gf!8go$8aIOEv)CM)(99D#s+&yt^+r*dZ5_`XJ>^3nsdIYM<%#9v_ zsnZP7gjBk7msdSsdG}_^#%~?x?w|kRAZ^{2cUt&lc<1N}vGP*s=A_&wahFJeFML zb@$>b(%&T7-?%GTEddLGwdHZQ=lb$z_rLh_w?}{dkyFaf#aMl)D1q{VZ0=exxIZS61J?e=})*lqkB>@iTjJT!Oi&UV`!AOx+c=f0Nv zmQj7%To) zbN9`=Gq$LHlG_Hd##SLR7h2-%`(*wZl=QwEK--?hcMr?u@>k!G`*z^>;iz|S&e-<+ zNa#DG9{+Rp&s{g~f&v$uoNxY&{JtUm_TewAOZ9CJz4`Ox_hD#(SMxOg+3U3Y=jzC2 z&dcS$-2Va`O8e}4DscN}^V`HCa$a2mjA0OMjQ>4@S^(;`y$2+uL%>)=SpC6f8^MXWw(~-p@D9=lg2D zY35jS+WtWI{JdQL>RWQ(p2&e3rSs0$)Jx2jo#_vb`FVE^&qH&ae}7@NJ9Zo0H}pg87H$F0||rbbl7S<8#Y1g>O$l z2%essZ*1mG@|Qj`Pv!`yp?gl|NXOz2A1;Wy&MR_B&&o^k2P3G#uXc6X-d6jz#rMrg z-=2!(d#%>N#lqPZHeW;UESI@BbJpe?lR-!Vk_Km1t=N3yLfXdVXOo!IH#TmTm04fAH@wUWRHYY$ z<~#^++w-{@q*m_hT3vsT zU+-I+6=+FYz?u>(Ux%1&S?Ocn^&8}P%c;C`K+O(~Kd;R{oU`AyW7@@|@t~fXF5L93 zIT_hE6S8j}*qZa;_HjseYVn6JFKU_dt7gre1(Aq?CWPhdvTt6vw&~!tO^w--AJy(u zh8627_Z>QXe9w)QJJHP63GOe|mA)OdY`)2-OUh@i9GSgg?yMgPeTNP^|6f{hO0XYS_O%p*H;3@3-rj2V;7q3lK7Fq58 zi=ixQ-*Qk1b?E%U;_O2ww)W`#1NAe}Jn9yG+D*f2{tQrO+Sv5^rndCY_bTwZMX(Fh zc(OL#|5?KJ$3dCa=Q}^oUOO>cGWIU0TY4RyAY)G-+cvFt+qB+*HFk#izkZZutxG); zSYh&hMd>NQxhr>0>y0_>h8B?0xu7uV71&~C2db{0Y1p*hGykw``AszCsjpV9OAU@b z?G}AnZC&aS>CbvO%hmc0Exdj}eO+ov>GiYst_UN$WZAZ9zT2kx#+>djPy8)x@$sNc z>uz&)|CrM+APwee@LU&VwsmXHrmZ=Ts!ywN_(^{TcaR^x>rWNN7Wclnx|h|DK_YYZ z4oGDFc=2an)uSjkNS|#hQtYf;n>u+d$e>5QJB&@Q8$HsnsVS+uYgnkexEtJ4LXP+= z*EXHJwyE>IE~qyc3`ybc&!^7-x#I_@^Mf38zPY-yb96y2$Un2YAU$hcDsOxLx%_Rj zl+~X#UF~_wp@JH zac;9z(k=8H^laO-v)iVfjX9mh5e4l?ip*PfPImEG!MW+C*Eh|~zIg^Yh3#CMx_ND? z@%2rTP1la4zpwdrP^NXcVadF!jq|U@oK9PpYK)vK5T+yIb(R(9Qp-i4G+|b(J9{T` zGT6S=r@o{1q@X-FCxeGzTAy$H{QK3jj-!5OK|u!c5xA$I6WqRQS}WM`tm{%4ksK5F zzR~6@hjHnHD6t*WSdr6k>$YjE(WjZNZ(?xFeheM5xxCrDw6^6hn;ckeBXZfbaBb?r zYnu*i?Wqvn_Wypc;3boo6$bamqG6Syf^g-G-sdpet!SzTR~7PG-gLWKq@pM zGqNK$Y}IiH{G|e}6&HiXv25(EwhL|pjXZ+F8(SEDpT^1&1!*bn-4b~J)59ssZ)6vP z%@*4MO##zZPTw_6H&>T?+caHpF=}lJDn;Ad_X%Iubia}Q_0ZOwhf&**!zCv(d*(gU z|DciJn*5tgd$ZF)kz`P^uhAT*hMP&*HxGg0^qtSytvwc8{Cf>6X3YeRhu5CJcZ4+zPRrP1S^7s9~X7?9A zPmU5>m&$#8Q!7XZQc1mZZR#)o%hN%l(&azZ@6F_Ywqm+j**%41uorPS<-^`oQ0EC! z%~h1VbBY8z8EgYmtvGGlG+k&Qf(C0r(f{Gao#<@^P%nxhXA0e1-RK<{J+1`&)5H)WLN+D^!fVV zzw`gSK0UwQ_W9%cb$_4zfBSs@pRdRN|NHlKdi}rk@%5K}U%vkS{{Da8`~UxXJ^lRu zk56yg|9gGC{?^~0udl!VUjOG^JpZ5L`uG1opMJmQ@3+s>_t*aa^Y{7s`rm)^>wo@w z`+NI&`}+TH^Xq>8IXykU{?E_<`~Ljf{@VWhkGuct{(hVPf6o^CKlTCM%q$`d3=A9$ ziJj_UMl<>^WHU1`T$E&B;ALQ7sL0VTE~(5(E!L~Z&AA(yn}5qd;Gg!y`U659o+n)< zL@n`}ylrLB_r!SK!X{Pqb27`D{{8y-h9UF#Qjw`*Vj+q5f4-}HS5wD1_ez!Sjl+`+ z->&5fyv7-s6=_!6yG!f)YcIoD*AhZF>Lpkv#s|brdbuR0 zYq!(&droFc{X86O>a9+u>=f?p6rQnhOTs;6QO=!#bGXc>h{dd#Tauy5t-0jWmWPLg zj5aL#b&^+NORU1JDy<65sZ)RPJ<$#LeC_S(9m%(IW7a=Q)w}WA=q2<1UrQF)Yu}tN znqT5{C%7@^PhWg__WrELE!-Pp=UhL+xomP**4dECbgOeGy#8O^`ZoUcsT70o5?hJB z6A#6{mckIFCI zm+RxQ^zHx5C28NgQfpFwug*EnP;BpVXZGFMVN)aSbIhC0TKrJH$71e<-nrYSblFRq z+?XxycHqpjKPRR<>t4q)Y0IgCd5gIpO1`b=J2z83EbQ=i&DFx;xfN00o9F(1Xz8ES zo?fA7vtF;|d8Gb5zVk1fD&~D%R$HoQvoZE7?~=ZoTh8n9-gx)_n8}Z~rfZ6CR+nA9 z?PXh`>U+ZfN32Il%^7Ju6aDY8pL>FRpEucl&vIL;v$*%d{%xmP-rTZ(BU-jYwv_+k zmc?an-xvJMy}$fz?DdAN+wVr+HqF%?#LRL%-R?-Ss6rsU;<l6d3}Vm_yRl$$Q<%sE zhYbs^2&^_}sdSTEbb61w=5u|Igkz&vj+i-1TeT{8?`LVcD6_Ulk@Sa(6Az z`7&{dPj}gr^>*{_?pyMCX>!t*iu*7Af4;Cn#P;X@xdux+FI{)#RLkG+lNHsYQ;f`v zeHj@TBAFN%_#wqld45rLQht6mr~v8>jP*a{An-@~?A~l{LlvP@-7boTSw{|hzIgi* z@Ar#$ay37^z8j~TRrB#>UYg$K&BdFq{XBebr*o0ft+titU0p-`FPn&nN=W9#@=n`& zsZzOf;r-?7bT&4$YD+OsyHq&MH;6w<$VyskP4kPp{~n8G@dveXHT1k&+vB4BY_sCc z+5VS)uGyU{aO;C^iGgL(0okl2#d?oon>~19TJJS}p7^($ zC%>AN{bTk|b<~hIe*JjYS_TG&-;4|lQjm~`q%!322dB8L6K(mL4R~7D3q56!SaD?` z(=xp^qT(G*KLs0IHm*MOR{9`=hwLtc$n(?oe@{u*H|eUj4!mwH^f^QARO<0JatuqX zWkg-CJrq&v{kr&(LM^x7OUJDonKJhe%1drK(dQGW%lBXL*0PtTc5CbUEk5!a)U1(T z;hdtW^)&iP%%PlbW(T7tX-rtE@jB+$Cch;Or-cOd*)sb#znolOwbZ^n_Ribzou=pA zcdS)>@a6R*w0tzX&8bD2k%8elGXsM#0|P^}bADb)YFTN|U^>875S z&0oy9@04)Fna#@$H>QW~?71kV+WGj=gRlHvA6+$e7M(bF%q6D4Xv24D(PpNX8H}e-OQrAPDa{pmvEW;uw^tA6l4EQQb9CJ=9u+nDI3e-R zy|Z}<6Lxw$xsuBzcylXD{qwmwFIRV;aGG!;#_~x^%G;ajE%yp}e}!52|4?31_JQT- zhBNY?%jc{Ajh3q9U-Y^j39POesVxjenGK*VnG2YV9|94b-wnNVPs(7VPaqq1ZjZc2FCRa3=DAH$@xX8 z*tGlFH|X4EWngHKfrR?#_s5w)X2cVu#tg*L4bjQAtgUKpeVnfSU<6#K(8V<$G6Xx zo5@hX<^QR|z1tlRIwd(=2->iTzgk*D>#?VeCGR)ug`6M5ue=J3cqKs zHWs9+A6}}+%KN`4_uk4Yrtj6hPLsd(!8$Vz)ww~Puf1g$85nq&7#IYRotvCrlnQch z>qJMt!v+Gb>w{9~-|(B&6_qL05E01P>7h_I%{Ev0(UDEPm*kpNrB4YJD#o*$`(6$U zNqYJJzs>)PDKUZfGAb_gGUa+3EZ({%%X#N4R_$z2*ApK^J<^osuh_dYV@t|4`>#Tp z$Kr1a1@wGm@!a5JaQXtD#HvP#FCGWkmsDL2WfzcfWEINF7U<-#O4H5A)Z;5THz8(r zk;m3t>8+mAKlgG}&AV@3_Vn;3vuRglnrwvU6!D%hvnr2&cRbhq-QC*V{NG=0le8+_ zyzfXHgW;$6z}__07i3C%Sd)(R9`?82 z$;V&OWyI1_caAUNxQFF@*%@lyEfSluOWKMqnk{r?+qpt4xH#qjccQuSvgF9dnT~U$ z720PSRF@ka!9#>(Zb}2PsuadubA7?6m?RuH9_C@7B@sjJ`=AQbe zmnXp2*DLOE6SU{mwh;# zxaZ?Srd3`0j;Svct~TAX{~){dj|;E9?cLBeeZiCme{$G!e>O_5ciY|Oqp@>otNT84 zp1GeSz3M(?g7qz_Y@Um-AWu5o2@8ix5SsD}Eiwh=y5>Y=LS8kejux3@( zo?kC#@2~$M^ylmA{`K=}S06VP{r_qD`nZ4pj=w%rEc)-!?&tdT)&Cy-UjP5k&zWrZ zbRT%M&VR&XSim0J@Y_V#`Ep5v+tJ;bbCwBQH%ZW%Aoak(!jJV{q{E`aUjy#8@^epA zE;%s!^KsL4>Y0YmBbfKhO*4I9xO9m-_uGQJ>9s2l&wL(S`}}Ck(Yx&*Vy>6(5q)s5 zMorE7+RUEdkj0h#9T|r;PYJT8O4~YnEdIvvcvgIWVNigZx{S@C1?(HIsV=WL^3`j5 zf!d=@7X(EXuKW4yhvJLCMaK8tpO-F)5S#GAM=7ZIv9HB*gUd#3l7SQ5CoH#`q~5Kx z(sE9r;7d&<5uRfmhI7x|O$uCG9sNYC_D26nrPa#ZedkL~D0{5zdUJWRMe9wU(~{3u zcKz*{+o{QQ(Du|;m5kcfDW!t!GtAq5E4ux;JMAm;#KteeOLAt4?^12dsI}EQ!Lq1k zC+n3-m2IER)4r{p^De&BZ~vy8egAFl>24@9%}sx=cBkGT{rf|k{q0ALe$LorzwFKb z7pHP*0s$R z3z+8U_)~nwa&^r)oq0Jo4^Pqc^_QFxsP>I@@x^U-!k^tVlnoEM9T)4~%Jf8f=Z)~N zqK(`iy`)-ZS6{!iXN~VnuLINF?$2wv6gjtLwW8pzeD_1!z8zJ%v?1g6`s75dK*87i z2R?bWy$|g#3OBesE zZ9cYj|~`@%6{FJdOxc^(%}aCvsLRzv1#d)dnahG{i#&l>7YIl1@aqp)33dPi?1Z#pZ~ znlkOs)4oM&pSko-XIq`JP`UgzaHf@b-?GECZ+7K}-SV2nEA4S(#?f_olfxr+R)y^| zyY8C%`s?l^zw!W@0+t+Nf&!}9NzV%k! z_1x0h`&-%f<$kR`7yM9UUfQvNtvGB+&0W4znn)otE~4?o_<@BjO* zzUKdN|M_)4uKxe??6rOU|K0KbKeo&N`xIaIdG`DI|Hu9B*L?kZzvlOJ|N6TB@&CTw ze!uVMtM>2pf8X7&`}{Y4-|sJ1iVD0{p0I@{pFwk?}Onl{`>!)%G>>Y&96Uy-@jkw`|a-i zKm7mSx7+#uetwUy{rj?fe_WpZ@9V#Q%GUjTT>s}!`zQVTb-(TH`hQf&KmYb~Z*9-7 zpG#}L{`>#;_;PvoKfho8mHlfkumA3|eVqQk&;I}Z%-_G~*yG3NKmN`AcRKujebvuz zumAsBZvW@Q@$a7Xe^=Yr{JOsW-{05r|6bnSzpw7s%kybJBtCqwe%=hNrc)hX&Pno^^EvQqT5|Kc?tw65*< zd^g{HSM5*dy+;#I)jvDB4;DXG`wqG5+_wS9U*-QLQ9P&ToI7Pe*r{OnrL%`%TwVzkmOk@BiQW z*Z-?I@#nexzUu$+|G(Is=db_m|Nr0f`~RM`fA6&a|2n_!|7HGM`+pZceRQ7Rzw7_U z?V9@g|DLV?(^KiF)_>W!*gehX=ggZYW47DaIJ3`uW7ZO0@{eQf{tsdQe}2DT_q}t^ z&Fk{@Z$7V=`n&VjTY0h$_fN(Dzb>DD zdjE&w`tM)k|NXf7e`D>hhpXfNJ}&?N@45ZopZ8BF)a$eT%)ejz_4)h%pWc42|Mer` zXMX(O)7RhdKa@YB@&E7Pb^om=%GZ9bGnp*E_Fli(r^RP~Uwrt}z5esR*Cl`bp32uR zxBD-(DSqL{U!te%{X*;3z1UoJ+yBJ*j_4nyj!Hd+(~sz-TdEXJiace|9)Bu)$)_ss z$HreBR@n&u|N8vM{te&1eD`Px|HD72VzSFrm)C;+w?x8cH{EKnf3|kT{!ij6hq(8j zHY~F|rr0_8Oi}dm0+u>gE&r!tap##=uJE0BOF?k!#3Qp+R;fhwS6oUf*eV$?`@`|g zyg|~QcT_hjgCsrEW==Dd%bjp4dsl1uUk9x$V~^Yk9k)Cl`3i*!t#!A_G~RWqXN9jt z=PkEC$$YmI1pCcATymdCw5#|To!)K!@b8{U-;I4$1NfILGFyCwt#d`M$~~1p)r(a} zCYw!OeYWLRi~rBuN$%2~cP4V==T1MO*eTq(^2mGL^-qqT3+|d9=;4~JmdPu0QOa|V z=OV8~Upv&Z)2`2wT+12%cUxqXa;G&&N@kM9#2Lpe_sk7%`Skl|!4|fa8E19YIx0me zcba>Kcy5vVm~!?})aC`I#T(KlUQ-aXU-U#`w+f%-=}wopWzh@bCRY7lx0UTxW5|^> z^e`#i8W}jdz~_G0&#%&*1@DTdC%*yvPrXw1^p0b~NlV&HrkG|lhg?aUiW-{FikE-h z^V7$z@R0n&Z>=xq2n(yo6>(e+@i!QuW8(rQoW*acaghibqhyD3rB^DyQN9drp{ABm;Y!VJf*Aq(c;L47lD`L z6q)2apZF?=DzELfsZI%ha>S_U%?VGp2jabVOg9O$*jzH4=^L`FLh{Abgr{ZFkIhTl zT>DD`)Ho`ZOx^^s>)VNQr#efX{+PX6HFlb5k-CSC`lS;KCr(!Q%xiz`gm&CBPCoZt z`s%VXIGLng9$7PS)x>MA^Gr7x7c0%RJbGbHN#?Z^vC7tt4$85!Z@N4-IjWz^a@t$3 zplV5T@uj0P6&_5?J14bLDl_)UP37Iz>O%8^b7o+ zFz#cObh3()M8=ZYCLlK~H4QSowCluXx3ZajD!$8aESubSnWgdYM48mbh4pkPV!)_E^3 zoH(hbbwqj6w&g}gj@q*@_m^w~h2P<=u<+}<-g)J<$mh~YsXtwn%bN}ypXI{WJBLMb zI-`lw`igns7d*n>EHO57bWoPv1aaPHE|=Y@>6bPI_uPz3djW|nm8>NbC;Nt^?Pzh^ zP^7IISCty^LF4rd-w7`!y4^E@_{#m{H;skvADI(=GkvvjQkf_BGO*0{)WV6AeNA`* z`Z=a~?>oxjY4AZKvtNL*U**#>NMzZ5n(i`r#@xg}lSo$?Tcc^Nr+M~fKe=$ia{}xB zwHwV#XD^pAHM-^|-MzT?>cwN9GLmbzY;?Glck^c6&6#T__UT%muKVL8aKU5!7HaxZ6q!ti(wEDU8g8+YEcJoaWyvYF$9WZ&aC5Eq6R)veh$ z!*& zQFIme+>~tAt5^cE?Tg3poZdMski=uL6yqH zSmky%zosXW_E%5L_BzcoKWkTN`rS>SOfqdPB-~9mMVG1RTF1S;w<+(Y)J|a*lS{hM z%Ic2KSafIaeWc3!VQKvKH*2Cn3F9s-VdP#cJFT}Q_4$oW-FY`zI^C6f-&8Gf?k^Hj zQNOY9(bR<0DDfSRQQO}viZ*jx9$TaR`3!P|Ak|;qFxNOPd})UAp!~E7*yB?z>X6 zpQxNLIX>y*sko0;hmK1fbWld~*Qf2j6?AtWXp=wIC%-FIn8n1%?5{!DUxyUM-E|YD z)Jo@n^s+zbpq%`eKlwR-@@xL&_x#D9`K?pMty9If{df1d>H6%kcvFL$RqE?bzTP=G zixOK~-C0gQuIhf%m-%S?A{*qJIpkBMFxqHGC+3&}0boE@&XKCE5Ja^MqjdnLb zv%si_-u4GS&ES^lFFB=Wl?p2EG^1f<;qo_5L1ljy-|32*zINhnw=z(flDfI`)ShGB z*(}EpI9ei?yo~%^V+8EQ#JG_Y{=>PbJ6X{qx#jb1>JF zzp2q3;{f$?WW5%vmZR59J`s5N$%w=Xo4!w-je;zA*<}p%2eqT z$GVFr<|=GRU%c*S)uPD?m9Y<^><_lFZkJS)$hos38%y#y`a0mY_=@L(N*lf|cPX>I z2rf77J(4;e-t;uH<*gzIo1E%fL8S*1UEt+S*;zS{vvNsiY!V<+{<~Oa^pL^+}JO@XIPPBa(ha| zmlHQ`-nwz?){Wb@Zrr(bVWW~ZogR4l1Bo1NkFanVEV zgP*MKK1z)O#aTKieb~a&$M-jlU*1&Y|2BIuZ|y{D$49AAy)sgkoJI#rH-~@gQs43S zzoWqgkLNj{beayWi+bP8v7Io-_Q)Jtkl!q9FWpXn6r?@j*Kf@BGQTlrTEc>f>u!Qd zm9xX|!^AQ-fPoa*pjO&j~ht6&6a>$#UmAj-yrwy`ml+oy>lCk^8PRkf%(cp0am2w(h3# z%A3w>ZZ3|S4M~bF{h)TkGS+z?95(D(W5{R2!FGP~Mbp^|7nOVWWJ0UhNpAz4`XBX` z-4=f_{r|f-4ko#ifn|{3=>4#C{@zE0yN(_fJm|1^iK!Ed$s~9)S_G%U+9va+trETs!#UcKi zbJ}&oyoij(o(rp(+{@0%d7hI?J||at?%IjD3YJw%#M41m@%}hr*Tl=Z z>U(p-gNf(BrQd8`)0D!Nzpk8S&qU|-opa-s^R-GBR;gMt(HvT{2X3<`zks9d#BXuKANTw>EEM?>qbyM|Ws7@9gS!yCZn|k(tz=u>Wm|p8 zcDBOD!edoaAa&;&?m2QB!{>xmG*}&UP@cOPRCmsS7ImhZiodxOmECEqnO$;DjYFpI z%dH$}iFIZ}R!c(V*^jSIVh;`_OY1nv8)^`r`3ZdRc%EZ+(d4k%KbF(4--_vX3-H)n zvII3h&LNr~>HaF|$9J=C_goJz=jLv{=@Q&nt-u*}X-|W@Rl2_wxB#()=C$gS=WjZn zywQC2#&i8yHIFklrEZ!QWjs;wn3`Rv%QQGN8Y!1l;W0Ui@jt7!qeQ5C6do#wBScD#D}cF*HEpeBLT%Nc7Y zPFC#hmSLW^Q@&qhea_HC<3~<k{8#_|kF1ii>N4%^VlG!J8jas?m#Eq|O?q);Cs3c|P$IxZt4#Y8~yVf7<`D zBj9J)vmc?o2@3)*NhvZ(!TT%ODbwG~obtwU+MCFAE9)-8x)Gahx+FKMuM^bKe=X(T z$H6A|atbIcmP4KRX5!pU>611+Wx{vQ_H3~%C1ZS++HwSOmooYxL_p6sS{p-qqH zzP+vU7}AMw-sT4G4}6@c^hR{Q{MJWbBXL<)(R|(P^#or~S)Y0n+B-V@{HpfBBFztf z+?yKRK~A)}1ao3F!inwh+^;y>*Tk=4+SzYs<~{rd(z7cCR7t2py;Y3}_37YbA)gHj z5|tAsPAAjWSHvZRnjLgdjs>@5CqZ+gNz|K3dnZhil|Q*lcUOwAO5K{wlK=bKEpxZLd0N%_hwz#+ z#W9aRBt(2c@3L$P{^k@^R-^KI+Y4yyLwgZy6-K-VKbfri$fSGlfb!f;p!U%es55OL zy7sKEjZU$vQ}nR0zO?vF)f8~^*`N82i}!|y(-KTU`alg@xtFkpy6vXuZ%$EVF#)@D zQ~nlx@z@S7%fap7O^294HGA=$gr}h907%AdS1PnZ>U}e9?}TZx;#Ikz#yVr~6OG++ zPcJNWkf*Op8F7IU1CFb#^=z zTzF5hVxJ&piyQ2~Z$i=E7DaD!dk1P>oW6F#bHdI8b8oy6^>@C*`x)fA<>1B&!gW*j zPMEUy$dtV&Y9Rf$lh+o@R85(zuu~*rith#^-9qbTP$L4f<=ndDjq0*DuFIimiqG9D zb#rH1PrCb)kNw%5*$&_i5=ztgQ^wZlZ(dO#CwAGI*F`FOeCbg5Sg~ZHv$DElSWT9E zb?{5JcI775-mtryIE75nhB`8Ob$@eTv6K;1G4tqsBV}n)B&71VN$}gUJno#`eg+pb zGJ6FWdsSdPTGLIz-@JmpNd495tC!rB0byKxkRn_|07 zSNxiMvTKgL(XKwqtrxE>k+H-Z)RBvYcH}m@m7R?9JQRrm6+6o%E=zRl9Sf|p2c|YX-o0?GR`ynL&1;?n;5=6!qRqXZ>!M(;3&&o5IUp|8uywI%2o}n(955ytnhF znLo4YDfBz`q^9}o1j+DgiemrSpE~Hw-7DFg^zuWl!PSJQ`J72NKmKNR-I(-m--dUL z-s}a*bM7YaHCsv=>j@lud0OsTMMAX!-`-2Ia|~Zh)qBVm%)9LC%m-6r58DTP(fam* z`*qdQ?j45b@(kJ!&gqd9zp=Vy-na7A4Ga@xN$e?PbhiuJhIDF`CIwK(}PZMTj6{f}C6<+=BBWJ|z*1v!F z<&R8K{gY>~`=AV4u~FKAwOo?ZjO!=8ir@ z%X2H9XG@BwvQCRP)LUjF$jQoG%5XB&i2#d&7@C%~VW} za4Yq9D^=&|N)0JL3rR^&!@nO{ReeXeVE2Z1>I(z!nu3y&(JJfN*$4jeNlw3RcyGi1 z1R0QqLkl9@O0PpwZA4wE|C(LuE8cmAy%RqMmME5GE55Yzl*s;RdyMqXC*N`Va?nEL zG{|2YK|TiiYa`rWad+|z%8xzRxm)JB!7)q8;5=rVEq#TD4Ia))F_Y^^4Jk*mZQjvS zb*1OQ*3Det`U@#H}p7 zcw+8piSVF#4}KXxcF{%>@GBIB>lW=yZN2m|A6h>ujeI6-kobu(Un?K zes)ezWLm`y?%M3_F$r6(A70R2yjz%UuhA~3WqUsDu1>paJMVs;_%+)E$<=qiTI@DF zmuR3q_x0asPPq*p<>$>~-uhXHoPP1H#c^ZLyLB_6q5p1PWcm3Eca1YIgIoiN>Rr~e zvuB+U?Edn_*(fhUmi?`L*Z-{H>Lz2Ti8$i##GPK$SEKTA2&vYY?n zblde6^R*sc&<2IaUU+!yfrLlh#d~^dUQe9}&Jj0bjn$LYHmS_q`)28p^+)-SEer>x z#VUAOtauv!{miQBJG1h3Z^%1hv}(6py7@6na7jI>Gh)fE<%)5Y6$X4qK?Oj7&f;C! z;LLnJNp$}%@vys(-zDB|{mK_HYp3*?a}pK_na`FK`zm+2?wHiZcy5D)_)#slGIgGg zr8CW;rJ?rEBvqxb#y9_1U(eko%y!g?tq+>0Ha&PM^X=LvgM;dd4==1vsc7Y?QiW;z zaBBU#*3j=ecrtfySQqYAdi~5f2~hUUS(kZCSDGXI-hcTR^%NPjB-|8HSE|2e*Ku#T z+pVQXjaKbW1C_mQrRl}K1-H*?KRz|#F>|o|6y}XRulyuHxn>r$#0Fc&bak)9YH)#A zCnR+h6pYUV!*>ho?622udwssec|AxM$Po}-P$&M-+z=aaT|0Rz*s^etWxU*Z+uU~S zIb{2Q|JcF^Q0Rj)Hlidrw5oc~l#Q_w;h@k>O9z(|X4j{j+-bdY(S~z7%BB=xDRlO3 zcqO-gLcaJl(bFs5&AKTGDtYFfHC^_jVP5#LTDzo&?h7a0?FOZRB*~lblz(&YhBtEW zFWu2wqdm>%VR`bLyAsb0W=uXeRmk$V((1d*CB;>R`HmXxvQ7-pS-cw()s8y*cZ*-U z`?zT0+e39f^*^;5Rva<Y_usvjl?f^^W6@w3P^2j9PAe*Ny_L;c&W zU;83j8kMJklNYEoc*=A>FezqU(Vd^)4q6Cg8|<=9bkKoUFcBxkwFNgmx@@fGP)RywIGRI=nleunR znpW^w_u<*EIW_{PIo^XZ=m&TP{b0A@gPi{UJn?Iy-p77gCokxKwUaM-&Sb-O+E)G6hM9#~EbymvFEBIw_#9YNQ2?0f8J zDR5c??9xwgmwvL_@X5}hQa_Iu_j-y5%FBDrJoxlp#4zN7bUPfD{nZglE*!W3|wQ3QwR zh+ne>d;CXW#uQN5I`ibbZEsS~zqxal<9#zIAmb#V0a^Ji>&xNaCl38)cvx$42TQYnRo@oGh-8}_!jeYZINrx^SQjw~Tmp%B8>!FD*7*?-dgy8C zQEN?(_9Rtjos@5a^~Zg2bv2tu%wZchqiHQxAoRkA2B)v zDO^FR|1Q@%LC+mFJrU9z?MadkK`BHKoLQ?#U;ifq2yDkoD|rtsM|eRkOJfBYE&E+H#GRbdOHDts2X<|O}nVea?JE#FUayl-LL_ytz)uAZ=)i*x$) zCjZIGG99L%FjSb925oFQu6fcuwIibN=%up6*o`X1={$3iGQlm>&keT=Hc#Js=h0?i ztZmfY{%dw0e_Oqc`*l^SPQ~@dZ;n}j8__OyoSf5_N7rn51BzyhCPi)1UE91_`$47n z%|q{xS?oRtE_hDm9=g4N(|n4i+)cR>8v#&Fj@mY`+xX7Tv3!2Y^SVTyIw2|UdtWWu zL1oAsw@-l{Vte?r_xQd9HR&)K6?Pln$*upN56)+ILCFWwrki}7(OB$ZTjIgLlR%AW zu*^kxWBUGG^=o(4U%Zy7%C^9-{*AU$fi)!d-Px6XcwP zO_JnYP<^9+b4L7g(pL;}|%%*KzDMtJA1_S#|dq~iTUTmf0z^v({{F4LHH z@$Oeh=ui33#P{&igs?LaZsqfP-hqm$7w^DD)tSu^oA2LE2YYMtn>+eFjs8w&VLhKc z4`xXodYXAO{kkyUky*X({3Hatjq@QrABC__N4;FuNbdSAzNY-hr89F43%ZsbhqQbq z=Hz(qFw+0=rs`N@#7O~eNfB=&n6_#1_tM4gJudwV$uzP3o2Abro+&j_^JjgpsdC5Q z%y!NrMu&dqw17*-3V6v_F+Z}Rzy1ffDI&HfJ1w23PDJYA+_Rxij-=sMaX%bJ;$YAZR36|x3TBLy5l!{3&B0KP8+xO0?YM< z?z7k*2k0n+YnMat+U4-?Gl!~kY(Y+(WcVkqXR|bOAASUO?vo6^XHSR+sqcMqr)4zp~}Cy-^o zc^=kITll-x@WoWYdtV`)-0#KeHb<2n)oIBrw{7m+X9UQfDtdS2L_ zqTYfRp+b>AzVmVa+8{r=<3>bHlg=C^=4neWy?`jWj*IA^q+J}n`C?FXoX zR{~BXGL zzkc_T`y!~Y1LclCDki&jr}-VzF`l<;^YpzsJB-CZK?&~Az`GNDmeTD??S`h=CRzw zmebx|6$gw~{Z2yZN`l(q@e!r*3wG&)TEE-a7VmluNmtuDWj1=0%12}y5YW?=x&~g! zH1Ve^-TB?fJO7ufg~;g>;NI37coXT(z722W!XrSb3M6+hSVtM$Z>l-``aH{N^J`K) zul7k?oofIZGJs^V^z~u;cdcKu>$vF7+pS;sDDlW__yRA#dv)Yg@61rIY2lOB@7gML zb*=$MCG%0R7Bo1qUFwJv+tEp9K!ZPh#h0$n36FW_w`0?RNuY7AH7OmfJYDeqjKJyh z@3c?9`*`dVxDYvgm$TU&?9L^{qMtM}zTLZKczCDv!vM?<@9$Has_%5C?%wduec{IQ zJ#wJV8mK+7RCNAA=N)s>YTEd4Y5U`RS8vVqjU3F+-_5!S9eO#;t1lv?r|(?z;U@Od zIQ4FA>$`nYAQvV{{@(o>GGbGCa4B!g>Bj*HA2mR>VU!1_4*lkOSZg|MclI;L*p>30 z%{y-hS94CEZfR%p5LBUIG{X07`XHC@cN3J&HlF86{1ClR5L_HYc7#7k)fcvNYA<*( z6;yAC#nA1cbMO3E=04b@{`v6H}C#6E(+hcJ3iuhL#jdfF_-l`;0DEI zCi7L7rrX|swCfG~<3-`;dA@fUUetz!M2gAIk={0kZiE!)3gU4+$c=`(p}O2JM2)TY;#J=&Lf^+baB zj$FD48q7Nf9n4dhHutW5fQWY5ckb775+%>fHLN&t>E_)8KdbOVOL==vZ)crXchW+{ zJH7na0+5-|VWqON{|e}jyQM+h3gLSJCw3@`R+tDs4$zr<7c^A+ zCJ%@EK<$E;Z~UImN|@Xqe(Yyp%N&~PJ87j`WzpJ{juR>h{tX&Ky$Kl{vf6!l=P54pAOpSg#WAz~CdhOx-3=Nhy?d7z zJVfEBvwL^_0*$aY??C;!a!51!hD*!H$t!hBkEjn}j0K6daR8mO@bDNhxq-M=gR`W@%4>Px4=p_`iq$tjO{ z`u{A_ua02bG0)lJ%PCOFy}k!laDfAktqzDxj(SwKd4m!(uh>DOjwDyqZA zQBlXPj;yL~dNmI;*tr`tMzFr;)wyR) z|7el|Dl#VRGzLw&$Q-j!PyS@`=uzMy-pm7`pe{Sc2 zk3SiRSd@d>VJJ=n)y?PE>^h#k9@Kn89wR%;>c5dAJWq2SYYnKWxCz|bgpUbqIuCek`#42rB47(Yz5J%^Ux`nHO1he!|_&8}H0D z_z{?q0_sQi6dS4CX9Lxj<^MPAHs(75>P?^yL8V{2`&h5+c57*WMAdZ3W_Sgr`|r{o zBRzfLocJRaBA7!v^CBzG3*6fbs!GgffXYh2dpBc(w)~*6I zE-}KRwe>sG!@UV5edl=-c;+N$f(I#E%FV8uJP?&VH1#&q`9F(fK%;G-`2(aLkG{^H zxaoJs^SPF><#DC= zxn9a$sV(1=FnU)YyZRg79@^!uqYUm{b)|w_X!FQ4%L(n2EU9y~p`q z!R_V`>t@0dNOEKD4$0}yZ62Q7EqJdRG+dPg8?NF^0tchqenGImOuo%jEc?UZ-vnqzSX!rrZ=aMU?)7&%bU=L}c>H^k<;xghyNOMOs`@{kFktQ9vWwkg=Xl?|@lmXC z`LP3<)6&3mu#^AZy?Ht=(R~WYZ=kUql*y6b2XDVZ(VW8)&r^KTzKaOuMVxTn4;uNy7@%RlcK7k|qu>O|`W`f}@2<0W z_vW3;oV3JVzPr3D>8R1J-w7y9+IdH%{=T!@^iED(DOdcOaJRvSz!fv^&Ug));+uS# zH~*qyj3oOWrn5UVu4R;zgC_A{v-=w->4zyL^;HVP+w{TCsY1T@>$?_ES8h-CGlOSV zlEHTO@9`u}{ChXJ^So{Kg^v#CV-mkK_dNe({#bl#U;h5z&sNJ{O2;o_DFLR+M%(@3MhJMs2$Yyr7%*UOrE!ve``9WE^9(emO?(7v3C(}xKJC%t znJ2;VDf*%1pfX6Z*eI>-^`iA(QrCajumPN#j(|GZUV9+(ntMKZ|2g4RQ*-ZISz_$^ z9wC2;FQ+0H*3X=5c)3Gy-rhH*heGQ?^G^aG36788VKAQ$r}#fAbAMEB`7!ZG)`wFZ zA3rrf2aK%t%zF)*fC}ZBw@X-0 zUwIqbp@k7{?VthRk_y-qS^1C7(jS~we^jJ@b0>f3NG+*23!495HbGkZM)Ypp!uNC8 zW%>3PS=l6B&|Z8P5@83m_aF9ObJ+jFL-oanA-zzLGwGUz9S$_ z0Xi^Ejym;>e~yS9INq%QZVk=byb4?;Y-E^s*3@@Lu-L;-R>#ttKphlG?gyaBAlQO~ zq@P!7ldje_y|M$X41n}CB(H*cqP+Jx!}EmWEV0f`&W|YVFBb*1c+1T})04@N78FOn zPYtNo3?sO?||nNHd!ZrxO4Z!yIGc!#s}+WtpAd_xtfQw zJx=l_XpCbbbm;fN)cJSSr`>(5|GF&Ee)$3I36~@-y_rBi61+_2rnbF)%R>{DtI5?T{u1ZP-6sWnjNE& zV(MJ}zv-(TC#;xA0XLXuK5jXkz3-sA;==%p-p%`W#;@NQmwb=>_DQ^Xr}UXT1NP(q zoo(xC59qhHNFVR)NGY93Wo;k@c3&AsZl`}r9%Q(c#eDmov ztg|1Waninxu@Uc|fQHa{o%z9pGcYg2u%_G`f0O}8cQV7zrgW9yawQcY0r0>o(2#|&kF?ngt z*vMhNuU^0H-MM4T8$p(V)(}8)HE3wh`1QNO`J3K?S~iP!!^_PbM{2|3U!ImrWPA%6 zt^lPGQ1uC0|8lc7?PhJ;8@tnI{vML};$;La*H`oG*e?I@p8t`wh+7WW)+*R-ekbRz zzm5BKosiUN=(-fpVuh%Wl`~qjw{Kbm8h{54q{H2KW^+XM{k!7V?mo_cU6yFOk%M`8 z1Z2b+G_lOKM{`!e{PTD719c8HMs#1ii`kGBg^v29fM+I;PCDcHd{$7Kve?6W{zf1D zLJuv(7=eda2OWXG8*2>e_JbO2XerMhFTgm!6cd`*^ zUXg9rx*XANfmnZ+OSPa3VMy_Zn@oo}ImKBEQq5%lX?` z_X&e4NsPvZzRqs_33tV3LKYLF4pSdj12(OQ2dD)GPz9bb+ox0*_I%?)sesYfV6A^gnfpb8&wEr#`{Z zOyX{>A;wgY{+iv#OI2^TmYxSMasf4&!IghS^HScHYWw3|(mdda43w5l`o^&RyVtMT zeO&nZ+e3AhDtipr_K66w9k~RVDd5_<;PAcMJ3zDTjS;J{CX)H*HpE7}?^rt1I(b17 zGD@l3^7!6&>%c1r4k}LrIaS&6 zxKd19-p3Q)un)mUmiK2L+RpuYE_hsX*KSDjx97&)o2TWx+K!6}VH+q}zh?LP3wOgo z3lBhZrJ(wJm-Xyy6@NR$7){HATHr-K$TOR29Z%c8Pi_4!dgymnOZlM(J9np)HG`H{ z`6x!aY}!8UL18Grl}rVA_%hrLHboF#R~{c(9=~w+`eQ}qhZcY&AVHXCoY&*JVIwV z(O(XMYi``tU!y$j;2qwybRUt^pb-|1-|_p5);%feP72iP_bV^z4LO37kM5ZyDhW-fQ>|Z(#sDZXSBmd zJ^9{)Mm-PzZY?chPW~X{y}rWy8F)pas6~BE>Yd;2iF=+tI%px{JsmVmv1<=>b!$Xf zC1^l5;-3DR>b|Andq7LGKx(Y6mo&GY{IYlLD@ zxgRvSpa*g$WPzKu;l_x{_>#BHEHqL0wbWdc;`|q)ZMM`F))92(%s%v@il=sp_Mb zpgz@l&`N+RRp>15Pqy2)jMlATeskCtGl6_MT%GjL*0I7LGzKwew=ml|*j)6c19L^b z?Dd`S2|P-OF<8>s`n}?6GAN%_9kd2DS6e{qUm_n&{IdSb+NCY`IYEuHyP(DyY+nAs zRM>ziXvz;<3+^=n6&^`R6X)42sYn3N)neo^^=o&9OTI4=-y;o8^ls(p#l0KMzD+Gu zJ)Ha;v_crOG0|E2{l}JD;1NQkiu2gS4%c13XFNKb3QE1$b)~EU>3TUgjR!pZ0~*`f za%}hPc**d4=h+?znLKvT0SyX(rc@x^m?NKdS0~-IeYa;PbX7#pNrh=~AM*^3%AgJL4UcZI z9eTQyr{I$xmd?!K>a>Tp?^3qMM!a7<0o3b;cY<~vcsx^L`e~-~OF%UY##q&PojvIs z?<3v5f?K$dfw-J?l4Z?xsWFm5ci4TgE&ZAoS=s;ldk$#DpT>Jo=MJ>K>a6LZ&7a~V z!}E-DcDdow^_>g6PEg~0OJja(6=V=XjxFYn!;VCSosFQ?h2Vv4PvHyOp4x8yG;iUa z^u>E1J*N*HsZ+|$uFrVDR()*hlm~({Kx-y3){D)Y`km*g?c~sh3ey7bL6*6mvYwqC zlQh37HO5ofCUs5`NCwm>#%7f;+kVkkd((O#GsBh#-$nGCR<;p)3K~PkSO+&RvhsYu zz0IHn1Ca3t(Av3FrTbhr`kFrjsx=crC&nGNvM1IWJ_x4bgyUy7=lFawHOhNPi5_eucp1SW%sgA%s zPRz{@brqoD$oyNkTT8(MfS~jQ8v5~5z8CMm!|3pj{`1s%v$oQb%Jn-sF z_#mKqa$1GT0qxqGr)BgH+e@^ACO8d1)02=P22k0-{rVm2uIhu&cs4eIWk3@@pjpsm zJ6b+Y-M5|f-LyK;*e6B-B7W^Icgc5fYdAnB`RHy)SKO3m$F|0TH-a-jb08S&3|dRS zSKQkb8}WVeg%{9ury#4+Vs1O^_*BVi4Cu7BY!JE*;KPC~%DAG{gF%e+F1 z^>LBpqpO$LA3Ll$_~Km)<3{)xNRn#&8kZwo>N~(oTW9SwW;22gl%D7`9Q zt`=XkB;yo8yCWb|g~EG2?FNmM#^`SXEfWU!=b%IW`vf=M5PQF!lRv_(TpqIsW`6yS zx#T;@4UQXoSl>e?pTeUGGMOKKn(_GibWnYXk)VDb057XF5QAo9(Au5NJ8yhj+;aML z!|Fev0Z5FchwNha9{+p`9p+X)s;0J0SDDMHSaNqLi z7TdQ?&sFUNeuIVtL4E!8@a6RD|Gcx?@XpQw6h!N0S|?x7PHr!^1ueRrpxeV?-lP01 z5No<C{8o7h0G%x`BF(M=rq@|8z{P*(fBaZ8tMx_lEd?-8G4@#YUhm zS!&HGi^q1y*&?R-V5v|*3nYJY+^q#I-T^lQKufV_XU};&>2>(ArogsrC<)EeUpuTy|y2NAe{C1q*-Tw%*fnYIcF3?rl)JSp z@9a*U`wN=AdjXxj3y&=LsqyfW$?>f>vG)fimVU38|Ew(WE~qaBDdj;;m6$^HyhD5I zMIN<*W+pL{uk!16$|c_~zIfMiFu(O!Q#p77W3KkZ*`b`%mn+)Mcnm7$vHDE<5jZWr zgUrrcyn8c-dFKM>9h34Z9NV$3eM@;*+w#Hg)CI7=B0fMDUQOl9*HVd@H*H7DH;`4B zNpaH$x$n}Db-Iw{d5{StlLt-Zho(+>vA|>x6{(_IkC2pI8tM@6Uop z!#94gbF7%}F^6qEXx8$}DUSEEEG0MJ`OpknF?Z1W0%%zH9cU;5d9+IS^*iB`?eo1gQKz zIivE3deDaHd(V7STZ(;f=E$bsEH`UGGejR6QgzC&7t4Ys%8TZCWGh(KDhPHL;ut@@ z$FK*qrO|bt#F@E9@loSmn=V)^tdqsw0)&36*?NK*6}p` zduQr*&P~5lQp(TXk%X?=N;&iUBiG)f(z?#;!r+4B6(|Z;yaSI0o!K0|IsR^X*xkor z5=iUIpk1rfJ$@cL<~#^_1KI;&whGJokVl*4LFFoV`50_gr@iI$B+l?@lKvYd*fAHl zm(7nXo3FV0{IM#q8^J@z>dE&?4>F5Y-Yo9&-Uc4j#2B$MKK<_FtmEJ*ho|6;aZf>m z%9}-E-kysys}?Z9x)|`xs^2_UYe5eG(0n1{?YiTZpknT>hm2~B+_4`Ej)AJB#h{Ho zprr-idC()DR{uum3eb7HaTR!1nNQruU&hth+Zn${E6Y@+x`0PFN+1&zP2qJV^CL^< zEABdPRJ7lK&7Pz8#k!fGRa-p9cBTz`-#lzH4+O1LUu2zlL0fqjY!1MF*Lj^?$JgHk zx5KXOf)Aduc%O-Td0KATj_jkL!PAR(KuxBz(DrZK&$G2@XKUM@*`4P52VMaXek=&o zhnp$(sdYjwqy1#za^;=p-HOzCs!~-T4NSF)r|REls(zQ8^gBnT{48kj0xW439{Its zs6~6b$n|Vn(EQL@&^YtOJCMd(`bM$+JN4J>Jib@oX|);&=?*tQMJ zHW{#``WNnqFWw1h;0Nd|-nn__GS>GC6=LGVYB)?ltNOsPwg|fL^T?;gzYi_?&2+JL z;>6#rh8oiZLET~SO7+D5bHa~JO^tog?YI+P9URdAqgLo~ze3%>=$bGUa*1nsfXgr@saj z;uuRy_HB5x&!H^7XY0F`lM2%|9_L8}Euq}Ja~kLSbBZyNYB2_fEwC)Y-?!nN-1iN) z_163j%qS_hg>4`-sQIBYF?KDN-@DX1&nItk!q` zSYKB`H&LwzZK879bfmwaa__^>`><`0fsHVNc2$A~jpa5xfow|n&MbECo9hn6^&f>l zJ08b2SE2p--N(3HZx2;1j{xnl+6!A9{83Cia<7q|zH<|(j>0m@q5b-ucFFgv5pN+Q zwV+KB=bmYCmz5uyYI4lJ8EXgO_o-dgH8%Ib&4a7&5OWUKcW7SJe*DScSUWdpR1LP3 z0FviGtJA`--F;lf3Q1f~K^hal3mhiiy>{dDJoXqnFKnyR_HBA2w|^pN!$rbG+t>rz zpk>7dGbZnQcAIy5S^E0jXJ)u#-Ek3q?QZyscdIXgw-SQK-{$vWPt(6oP5myq>37zea&?}0iIUN0UO={^S*9zAoqTz?q5K+Xg%rxvfqxRO zxixsXe+$Q?&Pf|?W zGm-qY=`vkQH-j4XbKz?;5stJ?die%2Haz$4%b4Is-;EN}r%wvhnR^#J$e4~i$oK{{ z$Y{7bJ|bLa@5vtcM!Pv|5#2|3Ogi2p-)glRJe+y%9o%C{H*bQ6Gcgv>K4m-qD)r9q zdhLx#hI~hHub}N(D!(!dzF3zlt}!h}PRJ&9PNBxMcc6U$CFSOjLlQQ=0WA%V04)s; z*V%gqyz2Ju-2}g5KH7IydBuO*HKk(igu)k7&w)0gmy|(ut$zdZRXE63-@O-}d&dUa zN3v($WJ6Wo4fdkub(vkuJB3FHvjdL&fJ0aX23;A+7We!%hPQSPb=m> z));>B#5>H1ey<6j6(WzPLe@R(1oDS)YhOK;GijLs~w<5peJa3n)iF7WYEr<_1tgX zp4*XlZbPjgXu%kGY6G^70kjD`>87n?nZH{ZsG(ZXwKROU^qG@0GMkXv6vt)w1y_c3T7`L4gy-WzulK*Ktq z35tT|vy&vl^H}Ag{4E8r?!NE8e_}f~Xj9EANH-?%?#-CiHAj_VJd10hK4P8Zx83+g z?mTEFRt~&+64dmYG5K7mTg22eJNBp)9WmNejWqy;Q@*Phf9Fnq^w$!;R>{=2Q1Z9- zW3QPHEY(3{cke(e9-&=?Gn*rBzJE8f^gGL4ThP?B0%(gact!l0ltku(m%PGMh57cJ z0#yVR@O|7Lw0_2^J__CAu^Tjuaq^BNGdpBWTC&)V@K00sEh*I#kmkTLFjjV6XLtIE zcahH^v-_ZJ+$Y}U=G-bW^I%L5~VA-nt`5v(z7<1Ntcvuo0p2@|d6ANwH! zp0))wGWWt8nR`C1u1>pZyUytrcqh#&>%$uvv2L=)bsB-){|fNv zQyHWqe&SuuI@QC@%rB~EpX!irbt^j$D(+Ex6lXS7-#G`GDt2FpvMD=%$EL=D`SL$n zlO%82O5X&v9AWD@6sFC;3u>?HorNqyD7$_p&!GKdmEW-`lG~3a-HEu=u=U`HcQ-Lw zNb@4g`sKxMLzmGaHh|yQ?o_lh!9!TbTTKS!I?yU1Xqe19s#RB}ue1C3?RwCpXtE&N z5hb3ErI40>>ZYnGd$%WcoENAv;5(uPN+lS({rAky+r8nQpto`PF^9Yh;7aLP%k^T8 zY5C@R7<{n}kyR(&wXM5+Pj5|mm#f5=Q}DrwIM87vm2qq+BXk@va#(Qr2j!V+%h}$9IN1=k#{L zWaftsYYu`c7mN{9?{bX(t?|ouJ>J2`w(_#b99WYwqm^eCeCw3KY5w=j-0uyo^2M*2 zp5_40gtV{uKYjD&*rF+slfKAqb*y8o&tz1+r?;bh@Bi+I5VJ3ehnUYVIG%P+F1ns& z~XbB$L;)_tC*^Lbsp zy7d2~@9v+rA5GXSV|?%R?^&{ElHO^5tC*Tv!a6E;NheT_>uW8Ylt zW_o)4y~#`O39tD6B;bANv!@Aa-3QYwuk7Bs{?3CMo$lAg7p~9B=RT5Vd1v>*gv~PV z_MXe(OMBjvHSPXh_0xM_=RbWM-(z^{ub@k(r@ucKLDFNip`LMJK*n zeLkMFA%gE`Tzc8L6-hszR&RPz&Gd7g%%{EQ_Q;$`F^te@ui5@>su!bYR)L||9Lwaw z0G;+4a|xSd%O}-yZ_1oGCmE`8%sME`!p zbndJ14hbPWt|X9^bs(M2`yo0f9z9j}cb@Lwc@F#2kFP0jZcMs5^JLP3h|)B}?^nw$ zijO@=njJVPYK~r5*$aqlK072DBi8PZSR1HQyZhM>@x@1-*t%PJUVOJQww`e`sf}%Z zS<>FEW{Z?eE#8E_ej#dfW3|@jw+Y}#{CZ0N{$|zt#wWhV%>DTHcG81%+2(`7V80%{ z6aJ>4Xw%nww-(LU|6TS+dd;Mr+S3m2y*?9eY2EjEy5HA@pOg5X^qu|F_M->Zls6wt zvbnqiBDpAJeathsq1|4w-gtKNP0PhqPsQKg6ng)wljm`K zPh6s<+}bRIibF*m->o*!_|5g<#tr??dzZ?Ie=)YunRa-$G>_Qnhj(9}d6oc91$(Qv z?WtyaKTr1F-gA3&*!&}|zCF|TR!2$qr zVUZ}w^KI3sGkj?qXWZK%cuT4*{)-lKe)r+Ht$lH!GwsEi_pUO6M#=SeM=!l&-BMk6 zrqW!(Cf;%j%%73x(~WjKmR9`dmr)R*(_XgTxL${?`{{*urD@N5w5G-H7WdvQe&OBH zRj2Etc{0BLDpTt|m}I$S_ty1{VwZky+A$-l=FEamkj? zc3C+FAW>;U}6FagK&y=O*^MK4 z#8#iudA4toq6e>DNo0L>O|*>I>QWJINu98%Kg$fjsi*6y`TM!4_rAXW1xk1#Qaoa- zv(Bg=FH1XKCRTiA??$zbgG;YfoZE3Qaih$$y9pa2_&!4`AkowL_pDFv$+olrhw8=~ zJqHsu$~@b9PDd=5OYc}N@9yl6e6r1l<3LVLSTFMkT9Le(8o#G}TE%;ZJ>_jj+Ttva zfGd*fr=ZHRs9oyxgFfx=Y-v9uWkgOZ-UG#>!28lPXgogJyZJ~p`=h<9yWZUwYd*Rv zFTE%yy(}kvv}5wey-}hul&Cs$M=Yx{#bF<%Gh$o&4W5(!qIbVv-WOX zCjVjbg@<>oL2>zJDm)GB{Z#$^+^2W472nT+ionwceZ-pg7FCpI$H(S_y7r{l%v0%IUfCWY?XvX1$Xo1>C9D?3r@ByNaD*dTxj%w zIp9p9=pOMihJQjG%|$mWtcZAD@DZXhCVgiH=I{!HT>mtnXtqVkKgtj4RtK%HCD)(aritmoA7q~ONp&*Yh1Y9AP20=465tK zgAk7H=H-n0ZSxBu9+ZA&@D=LL!-z>Zev|42N98KA68&0^ zrpBb*{P=!@){AwCY%RRS8o!|}t;C<6hc{g{nD9-E&7M6{VBTRK4(YJ=H2y6!0^am+ z8)m=Zz1RJ)qJMSMJFPT_2*dV0&>BxGY+lHk2vO$R{KN{O)z13Dhq|sVyveMqCbGCt z$an{%{G3M>-K(44Nu@d5Flavt)g^V!HZvmKl*eXYYvSQo7fv(#s;l;I)R&ci!Ez^K^B;O`Fy6 zx+XdyqqpyB`!=l?>yp`8WQ%ve^dsmtH_UhdAm*2Lpb+m;*l-`>99lJs)J?1;#C z!#%c#<3&rt4f}7um(AM`X$!8o@!`l@{%N=0AAB1v(Gkww)MdHgyWs z{{u;#M{TnHw`3fZ$=VO9TScoEePj22%fH~8E|2!Jz~5pl;>mm&-yFI*Sszb)E_VI( z=AXAei-oh^H9fQV8+-dLsEtzJT;B3eyLH`OuwSi>_w$Nc?n7;rSN1VS`DkqWp~Kw$ zx=_&Kcyx?t$#sMNTk;^ga=?w<8^T-dBeLTEpYBs@;{`_^RNIN183%c9o!VB( zV?X_dKjE7$kMuLc-(oGipJ&vvZEm+WwpJHfi^pHYD64748yj|I)mLsasoVxi&n=ri-ta4qSb4Ck^31;nAmc=fXTaQ;a!TSC(o&lv4 zo6X;3qi5Mf&$7Lc^j_~M+q>k=2Lu+^i5mVA9(x! zK!nlTZ@xbMPYo4gjf5|$e$L7K=Fq)&_l-mTQ@&ZB>5U6~pWC!6g=>>{n$xb7dc`0k zXcIYw|II&s9&w#t-_~C|@@3{3=Dju-Qk)`;+V5^JH&>bQC95eh<6z7Tg=uFVe)r|@ z4*UL_4^rx%l>6~lUc!6X-+i4AXRgt^6R*~yTKuDyf6I;C-HcaS|MKm2)L-?%%u#2i z^T*i&)7Gr}Aq#0!O|lL6V{b6cN4rk=@FYu-{hXPV4|ZN?%xacI*_nn9mpAeG%7K%&YfaMBzifqEk8j^oDAB35 zN^`ie@eQK=Ir8Nc^wZAb} z)QOD!W<3Mk(NV2d_+6i%GjrNswKmmapT}TrCuKI>zZZM5>h2qT;XgXc%S!iiCY_Yo zb-!gpO6lGAkZ#A+H;wQ9H*QRc`aWAC?%Q?WAK>yywfIF{b@|Tb--mn++E~0-+)$Wu z=HYK}T>M4E#XnG7)b8&z4KQkd53=!Lxp(_}^M#A8jvZgR^rLtBiir02;TK|0%Iy2E z@8TWy{Vymd>O}rN@_l>T-g8xgmoFZ9@c0rVIQk3Jib08I-@!?d2|3);&ajl8jOu^C zT|p!A^@qQZbQf}R-j9FRKK=c*(`IpJ;z^r*_nRL0JZk_K+~HrgKi98*6ML=u*IrO; zT>LB6B3u08AGA14_AjZ=e)&(VWPfYoahc0MZ7-xa-7xHbXI>s2_1GmX^3SptTd&_U z<52zlqK^B}B+HU|XwP$#`mX(3OZL|Z+{{RdFzSC-4vLSHHoNZMiPie?dI#$U z#-Vz8-XuwZX*$+kVX0=IfqYuMio?JY#Aw}+CzT=Olmz4j=UPy9^T`zC& zA+^7@VR;8QWIuvK_6H(lYwELq{u8SKg)AsaHYCg4f8QV`{HjM@@9ai?PydRl*$QQ6 z7XQ}euzq#{7L~{6z4&+S(%)alIximCklfc=?ZaXHY{tF!jbg%D%r+a&%Kg3|F@LJu z?fX?Z`&ko@%WQ*IRBs|Gl72U*{*K=8SBx$EFW-w)rvk@kH!i(t6ss=xJ(OuDCgHUD zzvewP4pnZs+xd;7K;n2}VVv{^xC=J9XVW#-k}w#*1P!8)zk z^q>XL2DX{JPN4X0+K|F`7ZxdRI^Xe6d&j@vw=R$Ovzd26MeI$8m5K+9b9@Y@g#F+3 z4OH%6Nd*Tl{r%;XVq&Nhd3XPQn+s2F-UYRzoEE`)8k$P7wy_?&kt!geh9$xNS(4JW z=Uf%FRQg}PF-deN`urN5Y0fVG9}XP)K5 zq5UlIuhz75k@_tn`~Nja`11HC&y)Pi zmtmx6(_1OBpLMF7dhCqDTEAv}c`NyE)q>q!l`Qoo9Izaf774_EO^3ss+3ID*x1#{D8FtlKubGZTYkB-*j1D9_wc_ z&%JL@6Fzi##_{*j0oM-|yS+&)tvL8z0%GBtx{@0(eMvt(kMcy|?mqRy*cTi$GsdzNToxMoKBTRC=< z$};on1xH)FxU*N>KJ2yO%LY)OzSDZP@%P2V@6fWQ%XZ`Mi<^G`vYT`9$cN@j$=`K3 z_6JwJ0XN|e1ZVB@S$Dod=<|ucFD8Q8O~of*&P?=wQn%$v9m~%A#2W_vcfcj_VVk1+ zO}p6YS za}t|(Y-?n{dRr#s%;N959NNz=KpQzJM=uHQo$vFPx9a|(2Rdnv3c51UvurNBxp_A! zU(rZ#wV$PrHA8dti@Ro9yQwwcJgYXC!-X z2B#T@^4j{D2^t^HsGPqL#(KB(%;WF=9c5=8et&)DoaEJw>UH*!b@BGL)h32-W~6f= zWy9+W@0+)?_AAstbFbX~`7(9Te6i|=@c#Ka`{y5c59%#!j_ZeH!;inku1H=xBolVM z@m@K&e|XfU%HHw|B4n!UBdhEi?`=0&GsFG8^@5Wv8h1R+<;7yHZ!YiEz29g5ww)yrcE-5! zeiJBIz{OMU!SkNY(qE=GZGW!24qVQ>Q*XZu(WfjuZT^kFIXC~Zl-)nHAW@7Z45^qg zmea`K(|$SM^4>gnH)@kJ%!{JcO5ZoDem6c*3o3n|>|;IXd4>_(hss!!mR{JrFR8lv z-lJ6ucDGet`Nw&&&GJg!+?$q*L4Bcg@7mX`GH$}n&y_(zv-q1Xhcu`+bw%~h43qY& zui0Jq!uor+&hu@BMd6#yTj!_Ux*i%}j(Vfp>ZYIbJGF^X zY(ixmfJob-c@{cLwNgq-R<*1J;ky$dbi`}K|6dK@5eU>e?ObZT6^{zEFAafy z`}Agbsn7jm277S?qq+(#-5_~z6~u$<^LK*^;IQd$_0LaJI}aIf(SPV82kMAzo^kwb zdjIY13TtK@ehW>fqScSSZGQUAcn3HV@9cwQ!ouHTA#Bdwk%zTxs|@?^oR`~~?-*g& zeg~Rnw8Q3|_?vX{Jx|g7Lkp6?&6%z5Ax+wxg0QVezy6Tk@feiUGH0+l9`1r$##{a9 zTldp%Uyq;2NV;Lre;ZmF=G|}Vn=Db|H|wyL?Tql_kV0GeyMIU68AWgr6S`5oXn#ae ze0``qsCEGrvFe7P!nB+7s93)JrX7y|gMLFtXg=@w`v}(O3pqS*$KRx#f0^>`AKH*8 zw;f!!v{l~O$2#?%MQ7w;tsk|QKtoC8qMuj%eG~vKL_?0wTk$t(<$I>A`-e6p&CC1^ zssq=6l3PIfo#oklrz55w$ENGk3`ohWJg;3lMMrneJFqHc76j%VH0^@&+GVmPUtu5k$tU> zhh@NHNi4j@pp3xxe!fY2=$9!wk(x2*62HN#T*KdUQ@>do{1$5yMX_%K&nb|7{_N#{ ztk-}FH1{|21#)MAtek7SD$)N)UAkTbbJG1o3Cm`%KJ+}J{0&ldcFA&a7r!~n;CJSu z9JpnW{LQ-kCL~cW*7|njP5HE&*X`H#sI{pZo^SfyhbSWsT@5;u==z8C4m9Ft{KatR z*C6-Bod>^rav$0}*(zGj-ZqAhSC*Bmfh3q$H-xv|kIahy|HT^APdCoJ zk7yctAIm%=6?Ucg8Klf!J>&S>a+K2Lz0UUa@9X728L9BMSj+X_pnM@FyeUmNYL21w zMQC02_?tC+yiDrbk+y7x(sUC3p<+S>W%v z&ak3|w|dbxYwyh0`|n;nvLSJvCpaJFfb&tKDgXXAiK5Qkm3Qi%gIpmB9}L`-^jCQM z{n^^r8g6el_~Df47+{EKp&gn$!%}C5>_2b|baq#yK**YM_$Xo$XcW;hw^sgNMpA)T zv4cLp$xMMTkb74c%Q+jCcgTR!)|rKf+g z-0pnG*zW8-vkt$C`m^NAjlcIm%|-2J8xUFP#@~CJepfXS2Mpk=N9h znyzWd-UBP*ci*>0Gzvj=(VBBrt4?PmRfvIx1DP@(LW*4;-akBfh0S)ek%pY7$?~p- zOtFC?@cXpi??462ydySw;6?=`22EZ}zC7J_&4TNl@HX1^`$*NFdfxu+clN~{P6Sm) zl}Po&71N5z>nzta34fP`_Lc6umo0*Z%&Hs0JMTvq#ote~2en3&zsrKg$_)GOY+n#m zuxo~;&WyN!u-dk4e>tL2@BgMQ|7LA1i<|J_u1d9c*4yA2qU)Hs*XzIo%zk&vq2q#8 z`^#TIo7tO^4-4|H={NI>TJGk{GnlJp3e+qv$;tedleuxb2vZa{H;-igl~Smcb^lv3 zj)PjTZ{`HbRzLdAe)|1u%h!uLA7+ADT#TU6ZqOi`&<8WG;s{Q8p%>6x|K%Tsg;kuur8?T3plxH zKfCx_EJgQpGT-XM?N%1B7NxxfqQwkKHtX%m*hE)nzr8Q_BGswFFzh~bV&v_`_t6O_ zc+1wz=6PZtkvS2X$ULE1!V-u9DBL%7k&R=7e?3ciy*p z0`K#v7wtCaus%{(XHaBdJ0Y+$4bvI{*D=6_I~HF3ht+ z^I72UwV;k-*qMchc4gr2wM)N62mBUmQ#U+*q*nOQ_SZd@6m@c{^Ws`~9Zd+YR2#K*@#Yete#2xu#=(lQlH@w%@mcbs{4-emL@$ z{q)=I55DR0XgzC)Q)5|f2uUtU%;kZz?l63RSq17T&u)tpFwwDq>ASi?J@W=9gOz9tPN`*Ut_f z+$;o*s!UIMw!!MJ$3bvw`<>RaiN6nm`d9EcI5_F|uZ#AJI}?w}y#6#ppw92wc9ZID zTW&;i>DDdXa$rK@-CF4QPxAL>_(+Frb<+3d)cs$pOcr-09=9pG&*-bxvfQx$?)C+G zi^PrFuZnIE1JA;)o^kvgJ8axxvDUQtA!jyRb^Y&QGfSew5R^FAM99vv-5vc#_bA_c zhfN1Ayk0poA8KL4hUA+UVMBPy{$J`geA&0pxzxnarq?p;-gkJZCM)0Y!!vXJ9{$g( zV9k>I{P01p&^Mj;`KSHo1JxDUVdC#VePn)<>ay)OqP;F!^hOqcXSY56|E(lsl#->s z06x5#?9WoafdyO>{s?>ts+C|VZOv-K>e#)~AMpcH;9{u9)i=AP$wrKUD?~9jySAJ2;eRwm< zFy66UzrSthstY*}v+l*;7l_6hsE@tv*A2;#HF{g?s~1cMr|z(JvEP4rH(Xn7yXMlv zr**Yh2k}7TsrF5GL8FH0pP((LjlZA$mM%z@D~@2TUs3|8mu%37VP~Db)C|^k929$- zci-H+^ys~y%dgnEYi1^7d^x`rmPV7mFGk4}i!=8hd>1WI25#S{I8{h}zEN9TzSD3^ z>sE*Q$rsO2FL}%z(cU0h(FP_6g&!R-*kVwfyPWwGj__EjY}bJT|T|-r_s&`hiD5n(7-RK zPC^X)ny%R^a^lkMU*Qif9@*d^R|^^=Y2tTc2QAczV7(|4_AViAHF#W9>dD3L&#M1? z{W*8v`%eOG`y@BjX+8UXcC}M*(QVVa7fdrfep%lx`@HIWpBG1M-Y&IozSkW;zM0$l zX(xBmiNghN-Wvr+g&M}Jl5k-^_`X}_wEHD-U-g+u=RJ0v*wVc8`@SpddS`dtxN*&R zuXf;qx1675@Z|nD(zFX}|rL`}oHzQ7`V*@AIVclWh7b>uc6cf2^eN zO1E7|FqvSluh-hLFkR+{_bR>ZHmhBgnYZ%=pziIO2u;HS`RS!4aTc+hv zuIZuvf8|02S=;84@9iI5wI@Z^2YXswE}8hUkmJMdGoluHCl|=4Ja|3x-q+*> ze;E zqDF^AL~}9!%@fy+_iA$#zNo));x%jLe9+t5LmULFm^ISszRw{_kpVjJr_4%v7XAuIg zf+MXi>Yg`=y|P01-vgcUxnF-*UEa7hy((NFEBNV&*Q}lAxrFA6s{9Lf)YCKNp1z9R zL^x&2aim1z=6{|E5!0cmHnm7bxYF!di=lA-|c?( z(BiZYD`r-OKtkrXqwOl0tshmx-|c#^{yzVgNTdJ&}WR zIz3DN#b!^j6l=M0PQ3Q5OT6{vl8Kpo7RJHvtVDk7g?X-j*8IvVf6gp^mM$0i_*_$r zO_rEk==xCeQ!?C6wp!INedj9Jo9>jp`6$#{pS@wXS$y~Z?o#yT&R8X zUK>HQd8^M%a$Mm)b@4l1UZt|wf>lz|x2u+wvo6G<&1RKY-{LbH6|OAaR5D3ZtfeZ% zGHbO$(shIWhmbtyxWeP?d6%p@wV=<&6IT_+JDze~BBmJhwRwfx%){I7IJrVyd0p?- z*4#t453&j>-K#!QwtwDBUuQ1Ul}~4S>Yn$>s!R(qeV23M=n}ESpskZ+Qu&q(K!Vdx zQ71O#7VDf!jqZ$LyFS{*pTa8!o>*0V&^Axu+#@TId2|Bk@_Sc&E z8@6QIwC~IHo*f)~DX{`3|I+!gXzxUK7olWW#OrO>`T zxB7pqk^dNJ|H%I9<41wrA6Bs1tUB><=bP4Zp1Lk!eqXj4`-;zeCTH4lr&Q{JHxD@M z|1MD4y25jTpw_}CX-z^J+q>kYJ!QY`X08=nf)lbX?%vJu@ZLASI0Qbe|X^a?zq1FuN1!-9<$r} ztMmNqW48mGW*_>E*_sy?oJ1Te{T4cXuZ>-7Q z_x4mF%Wk!&=efU%zx925-1PCs+&wRgugm@KpQpI7F#Fmdm#<_eGGj^1TBK zK7`DgpU-u?QO9@n^_llf?zPPLb!qxz>*{mI9gi1xJlXwl$1@8nizAP_&wQQlD*8mp zwfjPMlw6sq95%KCxKYn%mXlL1>&awwC)~{Twll0=hY!&uR-}TgWubJd#c2+^Qy^H?Oepd&M zD$QG4&r4mh%kucWLD4`W+*vPZi*Qxo{mtg5WTc(0AUtQXy<)0XId8nd{gRy5GiQnZ z=wDWUqhPp&2QO+74=-ER4d@3U)QnN#2^&HTk@J{nwJIZtP9N>}?#Eicoo zKa#QUc0J(j1;>VL+A58wC)OUGqt$MCm9O}d?6d9#Z(0_-aR?|YIi?0mDW~nMk|!_i z_DMc4+l|HGg?>oB)rYS>@B56dPA+TO*dQ{(<~5vTP+&aX-D7N7a35$t;- z(D%e8P##D&=-YIm;JYmMou6f&cE5hz^7``Y{9dEu z`me5h-3Y6$*dPD$eq;4AGZG#wwV+^mr`^7Dz3j7l6-Z!Z| zDRS=>b_HIeIQf=! z`5T*a;^No1#h2BelT7Wazwkxu$vlqbo%_l_O;nQ?(#iX;tZR;AeGG|^#$`rpt{dNZ z0CDM-d6&w|7wB895x4S*pVMb_+&-g9+t3@Fp|7l%^pRcno$0aVNt?HCo%ix?;WDc= z@3W521UYt&_4C4g92?{AMRPm(JTaKLPyN;_)!;wP%bY-gQ@sAY(T||relKiqf?9Rf z7eYF|*1m;US@PcIg1G9n)72@ConK4%qWzz5*mxaQy`;nxcgMQtmVk5fJ=u&^N2+Yk z^6;6kn=yQF;NQn=8?)qwf_iSFi1Z2(>5g4h7fTj_!lzg3L8F+%C7~C-_pengGe16a zY5kQ0y^muU%@`h7WIy<35x?e!!kQU%PhM*j+nl@7wXtN9rd)c~QI}hi#%)j5S?|4Y z4;CL=Zvd*2sI?C+3b%upR<{2XSAv3fI2%x$L^k z@}>Uo_^j)J_8Y%}(@SjgihIA8Y;Bjk23bSCw&K&5PmVhdFvdJ^cz$%_7uU<4%WiPJ zVsgC|xmh4x~yYM(`Ch*@2(r~wSIMlhtKQwQoE<;&zkvaFrImB{$QzzW!=21qV4+{t>ewk z){CiF=q>ZQztrS_P{ZzH$vX4dCz~9;ARm9~y}h5FSK)+yTgIgp0$;yHFZ+?{I8~_{ z?5&#-TOHq7J=&6C1}fyGoTfgyV4vM_t$AzPm-AAW{s%kj=@kj+6)}ig28f@8bX%QQ zbcZZHCNKVEUE<%X=CYusChtPMB8hpXF4ae)oZHfQCI2l{jQwoi`Sa)d>-E{XhNq+3`$U^x}@~N^h4c z9a4E!dfa_xvg?fhQ#8X`e)`YSGqT-xHOYD1fd$iVR9*&^XyF3O?5`ep&3aL5bJ&D$ zk&d_OwLEr+xY+naoxTNd`_MsFpT9U)71$DjYQPRVD^s)hf5 z*`#f0iI{c%X#n4^W!VRcU)`?w6Yr_WbIUnb>VIWXZdOv3_x&%w^b?OCtdTonC&Qal zFV|dqeL_X1hY0V*M9t(M&N z*h-V{Y=O-FD=)eC=AW&<=ks%p^R9Q#&sA!4>#&6FjzKRg2P0!EhZ+o)v zq-IS1#&A~8=}jtu0=a&veai*X{4yaupp>XdfdZEGf%o5hTLw;7iav8!P5hrV>wL+Y zm|c%IE1NF7>b<x71GWf4z}KHc+elgzw2( z>yq4GIvR!7C)T{|sF<)N?o{p+%Xuy{WR|X<`yv}uiJTRDvf`F01Ek8cI`m|P)XwF~ zKO@~g9qxNl|H@-$iHn!}TCdc;=YnRrLCbCkF7pC4uPV-0$W6Sg_VD9mP!r@{Y0JtW z(;|QOQ=9vyw99J#zcTUNrHOteF0(^tKCWz;89MXPQI6S#o|j#hZES2$@Lq6zIs>@A zd#`n9&nl@M%a!hK?keHezVtWP^_REnlUen*)|`^jKJ+eb*-Mq+H5|sPv##j=xv;*h zwq|#8pTXv;W#zJoX`#J$E>HXy>He!-_T~ST%7>RKH^1m8TWxf_&tSV&uuZSQcCX8> z%M1_tmSiRPHp?dFef4>7b?DA2kOvQM?t5{RH(OTn-%{nbN7rrpwDVFzcyv~H5Ypz_F%iaZHf_wi)xr)4Bd*bN2ZAJ6cZd{#q zD|FhvlrGVQWm7?ootDTWSqVREa;!dqY;^j%O6KSK55|G&Pp*8mY-gzoeHN@3?jNP=3fYww+Qt6azy85%a}N#H&^5ZDYjoyjSY0j& zT3(evwGLEX2g`Vv=S;Md?AZZng$SGeY`bWH_SoXZ5m>n1lC zYPax$dPqS5-M>6nFI@pyRN!^dUbEF?!UNyvSH96^%2SttTUuEm75|%9jP5A7LLGPO z%j7WcK3OeMX#^5ri;&P6nWED@#_|}9nvFw^Xj_heX(C4wTku%jlWB-hJ}Eu zhly)B&Nhd!EOgsyDVfR_ryO8<3euWXx-68Cwdq#rwap^;z&uPWkl$T1EFFaITRuf${aiY2GkE&(mybFzj`Tm4g%RCpjz0bbt zlGtD76Wfo?4!X5X+xLgf-Yxtag4&-Y%k=$!dFy=hyrL`IR__dEC5yyPZvRnvb}v8w z^p#5-JI*pB83$~X?5L}`2yc3^Xg^;WdssgYQu;|bon0nVxmU3&@^qB*rOja$LK zy%ZebSL-L8+Q*xiopGsTlBQWpl;6aht1qC^ z#f3MsK;jZ~Z;hBgPo_Xy$p6>9M#qi0=SE7cP=uuTYik@WH@MmN{quDPwW_pNDDm>S zMnN{aZGF_K#OpLMYqiNK8Go^miEOJpZh~tDU&-gvr(?~3neTwK1lBI-GO-ZJge>O1 z*;O%9Myi$Z>g0{?GY_w9SgJqs(8>mI!5OuG0cS#kddfvmIxIe;EV>}j_nwcXyf|;} z^jUh_WbZ|+{V7x||LX>?rrdvDf8`q{_m|np{;!^MB)P{?Uw>P+&9QAi@1#cu1>f5J zRinQ#j!P*glOWG!J6SggGJ04Y= zZ8L4LM52YB!0gAYyZogewF6$I_N%$(L@Z2V;1=4&?~c5peBW?m_F)@EhgeTtiDvTdc~A$!p$O5Te% zbp0|v6ZouxE%E&Sg|M2{R!{pu^_n}SSN<2lwCAprsobmZG1Bo%?f0ooN9wgsOwL>s zcq8QR?DHDMe{V3&Oln@?n+hJmFcJT=PpMoskyR61v`M+-W|f=~UJES*KBmme5MeWI za_l{l@^6}E-G>X6i@-fflPwjOyBNCu+0;UsP+VF8i<9SNKq4))t6RADP^VkLqKQ_4 zkU_hC%hE+fSJoD)O;|nQ)%$x8hw@pKE((l1@i<4`>CJCF+3Q6g9)urg-!^4ocG9b$ z+mDO_xboYkB-PjWEnW8Vm)m{$ecAth^cg+Ld+|%+^7GlJW1aQPuemR@`I@;_w4>D;e@C;V;ir%bUF zYdLk^a|Who%c(_X2rY= z>r*o8wO`nNg%?+X`DIgf`~A{;3Q5Ae3*|!k_S~EBFw(iLomcYTQpJ}i_gqq0lf|-n z){0O_@>=Mm6Pprsz_xB>toYy1f8es)w^iuss*{H6x10m7ZOwB1y+qV$Y1U$cQ!>$x zp;<~+kS^J>W0Nga5@Kd;0HyqJuB@Qo*BbD8@52%ir}=6ZmUm_x0}lasJAT#l7M~f# zef!jQ(+67iOdJ=uR{0BGT|R%ytuE-k4pINS>Hddisue8j+;RH8(b2Gg^i$hxK*P_5 z&-hQprq4+{b!^+bm6baG7QdW7f6Fbd<8MEKj*-YZD$GBth5hPhX}6h=cQ#c8e7n^N z=^M*@y{iH0>*(`+gfuQiuQaQ*v%}I=q3sK&;#WU;7oYjK;PUN<;9;(k)7@3MT*p$I z1s3kDD|tB^JX*Eb&vm)Xuk`|-F8ud-oBeCwb?%hfY@4ZfroHcV447hof{+r&ZuI(5Ri1^pnT^0|e% zHQ>5Z%4uoFtNEr&>aPhzOrK)z!hh`Mgl-XEr><8w4Zyji3p#CbVhc;mO3!yzFZn;i z5^azP?|CUBn{19XUZ z|FkpXR)951E?IG6qi9IirjkjT+nT%rCr*D;NyC5v2?^eV+?{`vi6F-B~(z_VP zOZN7eTSfV_qd*IM!fZA!ii`;S+nO-Na$8eW;50u_3f9(g=Y4HnzcTi)&o+n$pK}?V z|8m|xD!27;*EP^lCZhgpGQ`3{?x$OxlF{=uF6`Ey1(_$9DfU>-edp_(Elp7ueb#Dt z|Npb(YM8~E4A2&gsE;XS8Dh6gn$6CJ%-#g;q_6UIjjHhvO7fE zvUaFt(*(~RvPvshI@1D@$HF0b>}BDZjiO1{BlSHX-diVnWop`SBSfIwQJdc?f7L#^ z&**qqfIYnZmb6Afvpn~OJ~-OfnXObf+qe4(boqB!%$#(wbHVkF(y4v&0#_>2toWfN zV~e)asYc23dlHmEgIysG%R2uBD*qRqy^Y`SiNO;!m%qEOY(M55+@@!;ux8rSmtW?t znSE@wooQ{}sm9}q-*)}o{p_&8mX*0}5~nX5IX!FFDn;?u1X7wLIM@wwf0XTIYG?0f$_Gk@^+dD~Vs)8nfj^quv+ zoSSFo-{YI>wNv_w{Hb*x&-+g}?zX$&&-ssn)#dl2cHXg$Z;`rUKC|Dby}#F~Rn1#{ z*Hci_-1~^WT+ww&`F-GdSYP{yU+%qsK1cs}KJmie^Y1?w6#w3S?Djf)KjXuNANnTy zb?@J;Wpiww{f!;1%v%7p>%)7bzhjOz#El$b!Dd^N* z1kZ8p@|_r^F0k|UqI&;2@N{8u?7>U+Sx@#~S}yHdUvub5h}2*158IFR`_GtAZ#S{+ zPvs@PJHJ-_*rw~gv~62{`vsT1r;hN=KELs;-T5<_b#)8+w~Ow)V;kRMbmcsgbZXyo zfnO<0om|x+BP!P>Pkpj3Iwr0WJfB(2G54RQd)*x8T?;dV#rs}&>xo9xJ3stboP4No z+spp<*N%T>wV4w0aQ^BE>)y6cYL6(oz;AfJQUC9AqvhP1WrquDS1ez3;_1JiN`DsK zJE~D^(;e_SvSa6*7uo5*Zn^H=CR@<8LBZ+J$ptyzU(dW(+TzDH)p>n6i=6IxYa#hE zm-T6{-keC?dr?Vd#lIyoseQ5w`KBzL?DNsYNp^+D>4t2v)3M@nT+e|a8=0u=D=qWf~&l^=X#xjjMjITn{g#v_effWFVt1tOp*2~D4Nl3NSGuwWRN~EZT@fjo zxpCh`kIhyIt}7ySudLbhrC;i2;hAEcjXy0eY?J=-nSGyWU5VzhBAM4B?H9flbniVh z`|+ob#pW)Pz3%fLo0ZU&@BFU#{xA&gjXk#nj#f(-OJ#DB zhsd7Tuy?yMe*OX%%Ig%btSyV07A7S$&s4=G$K%KHwwNnf>Q`3T#r7K=Z{uj>>OHEE1l|^~`Br9VRHjGGwFy5qD1MwTRV282uE6SFF(q*Oox?H=;B+J9bTn(ZZ{||Pmyynw4ud;VM^~2}TK($y%^suU#T;K( zy+MrIeUN?QEu{ET`p5keP(lxF>ALDS`;wRIr_EhY+C@+P51H5<{&~hvmfM=OLP0fE zS-?^)_qz|?1n+#kj&V7to%J%-c17@1<^Natej2}g|0CPi-Fxf5|JN#nz3zYeXq;Xs z@!_G;>}U4D&UV7w{ZXa0>-TSX+wlBTVD@p(Cl>Q#=igW>RTQ{tZosNvpfMe@7Oks& zTA|Zk3W=ev%4evzgzEZi{91w0gKOk{1F^`OYo`X#p|FsXP?Deixw#K1?$*t^v+|J za=5PYc7?&)EtmFW9(a&-;6e6*4@(&Ty0(9FYJYW=(QT$PbHp#uY9b5f4JComdba;o zD0LWo;eDa!=)hc6^}WWwHDmqMrFR)x@0vK|zgfn}wc7N-BJ1jf)?e>m(kT8h>tgWT zlaS$yMcZorFdueZqL9RW`OW>V2DS?~m)MHV+Z#5?oHrwuH=~v}L*DekBID|X#=pg+ z97@ytOJOy}t)l54BXgTNd@uR$s?}zaa(LhMe&vNXTZ{H&Iuw{H{E!lmGkvf~yIS#I z)rG0HSEt&}<%HI`i?+!;jJzH{i9_{KR72ANwhQT+Uqd3kMQPqMQP?FVP|MrVFZJO` z+K;#&UVkMTK;_RX?MU!?Ca25#Gus$XJI1E^$1e4FSk`>6P`L)uS-RSxZhq+dA^%rK zeMZOKE_`)H=r|^JCB^@0ivQIm9vcPwWre0GCl5_HKF$cj3- zmwZzN%!IWZ=Px({ZX*fxSwDCUT0GyWUVh;Fp=U4Cnfi>5zn^|YWZ#Qy^AEMRugc{VyA;%^z7-k9b;(ZKu~1*+qUQ!&pSK^< z6l9&cpxLcXs}AC`z7n)u4P(tYM*^N3d-;4Y*|Y>Jf9xsy}!z2i$^!4bM-{+1|cM|Y7(?dJ!Q z?)D#+irnfx6*Jvw*)9e!pTqfvU4Bd91$w|16mrW-$YN+RoaH`CA^X zI$gC^)P3e_eu0^<;xEFok54hv&820sTm9<6Et2b8Y0mYRvb3Sg^TTW^j$P!h$!rZ< zV01jpfYl2$I>)ulAvLOM#)Z{ou@53yz@x8Qn=~(gI^@5M`#|TPUhQI!`pmv>i&M7m z%*W~+p7BOU!wlAfCN?w=>Z@m6|6p(((x+LQ5cgSq?Y2elOhH>@u6D7IF-YUJA?F;F5WwQ#;26doHH@-|LJGUatMqsx6hoz!XIj3Zz4<1qT zRiBxpJ>$ld%=FmYuGqtixFJ~}>fo7Y{!zKEcXO;j$JdJTpLquInb~ZR&o*lY|2;Yd zJT8As>{*&eLWBM?aIbf2)6BD=7}#~Q1hg4PQ*Opt`5!@Cxn`+-OA~}`z>`tn)l0%( zi!?@YzZ8RIfDMjr0RAMha%O z@AX`e`(+kaKC6TFj9W{=oOFe6|XtDCw;6}HZ&YF;VOM?|Ok`nLuWF7aK7FW;$Q(x_fU(eOoZe4T^ zI$~38`QlK_tN9&nGaoyqf3`^FN@x0ZYv#VP!1cM+GXj)5Cn(L~z5$tz4T(Lq@IROH z3or8}HayO^U&Zt6GnGpgPx6e-ESkLe-_^{^6}P{{>K%7ac~dO?^^*DSW0%t(uDQTB zfBM#!pFDJ~PEen_we#ktoik0qeH*!AEkoBRHWA^X>#UlAklz!_OYZ zw!6b0AOE@NtmcxkA7|LFWq-<-`XBk<&Ls21@sq-GD>i2Du{>um-~G|j50xfyJMZu= zlKOO{V%wpLZ3#BfSvHa2N`H-j={%*kQHz~C!#MV>-vqKKTrtZgy8YuC=x8HoR4C(B z_Qt?x6&F@sNC7P)c@dJ)wI#dfJeQ_P^q&n2oHj3Yn!FUW3hAhsy!_jTpBLOM`Xe8g zyJD+e`{T)LU+;eSx!@>^_QT9QFZ)+dUiQ9!b?=Q*R=Jfce_q*QSvT+AZCP=9)h*?` zl}Yx|iS}RZziJe(5!k(RE_^-LXC3bq6KV}7>%S}Y z3m2c+C>l}^=^^-v&wRFG{>^Vo%VfVcnSis(|M^q@sR!q@9U{HwO<{TWXX!uOTo$F7`{L7u zmauZie7mLRQ#Pv|d#wF2U032R_fh%#g}0Y^-aT)A?b#>oovThvuAJw1Bj|5TU*NMF zido)~RwqTQU2<36`SfwBh_^~kCV$!!T~3SAmTB8MUR`=H<0UjSzbeJ>?KYURYvtlI zA2)1H-*Fk--|`ionf7>j>CV?P9(-;B_kWxHM3>9_T>qFSpzYJf$A>?LFRefP^V*N+ zfqcH1pFYYfeyQ5|#`p2gBLy}2x$WzucP-kzH~Y`=GTGVwxpKQ6cfUK!tnjPg<3h(D z0k*1TQ!M|Skz2u^`qE`PWPGzOZTfD%Uvr?*t$3yV)Wqx3Li0^k?6Nx^I@|JAK5}mU zu<)0n#^N&@ogVQOuMqgUFbA}jbnDY~FXl7tQxPn_U@x#&lu=cQyW*dEu+GH89gt`U z+*@J9Zo-kes{W-+YM;Da$jnV8lQh3IX$9|mdg(zfOH)VgVsX7%ZKf*6X&?XiFT25g zTnAR!i$5*8(faI)cUr&E@xy-Vm26fgCxb_}-D*O1S4ID_WY34JaI@Sxr|7}{Tkn2& za4H_TQ_gzoJ8y-&ci!yB$}380FYzYPH-9C*08yhCE!BSX3!Axb^ce@PY=BQ`(obL z#nspP-_8GZG5(k0m2`%$k}r;&cetuv4PJE&TF|ZO6rpvCqW4hCOgU*#@AD`_wmpiNA%aXT24epF@EM}<5 zUf*zh+iaQBXMaW4O6ai)iiND7ZGB4SPQ?N-6M<%{i;y+(iLCwlTVF3p_k)Zty=I@f zpyHEV2wL~B z%wZze)fY4L;qz2R@g`i%QU@E{k__uli=2~!^dUhDcn$?=W?c{bU-t)GIJ{dB{9n`k zpLSi?=5q`4ckMeFS-+8jgtY1vPKp!%AOX_K5T^IF7*!JOjPfq%N3j7iB*R*JgWm(5B*y`h%Vviq%zO#DG$q6oq-dnlU zW|iDgiH8HM0^&1^OFJ`4|BGhdO*=~`sW|0y*+h+FrB~M<@yeC`o%0BX! z@8#ZQzhhVNz5A*kmEltxX?IHI|Dv10U9c@0kF72Kw5c`p|8HydPOo#*GE|;Aqv%OF zzuDy(e-n&vfQa6Y?6bdqd}O>>puVc;fJU*+zmi*OkR@;_w^$>5eVKH9)T*=@`s_t# zP2}>m{Pg>Ae9ZCvKl$&Zbu`*hlcC`ev% zWq(ie`w!Lg8u+AlTmSK&*Klw7=|5*wN)}zqTYTo>hs|GHFGI9F>ip=~{KYYi<@{)aQ{HQnsH`&h~BDbm#A z^NaQ7%PZz_7k=#UtZ=dY6!XsbpfN#0Rgyy}CA`0hTjX z$oPctshRHo_-^u|PZ6It3(iwt_g-psO;C(YqR>2pMs=Sn!fHvM<4m9{G){5)^Morr zW?JKc+Liwvi_d(#ap`7XXO`16@JtJv?aW8s zd)G4U*94bX~u&D9^PJ%8BdTDr}Ad~j)9|6bUd?;RHoo-VIsHq&E10_vFDjn@;c(fPaV zrQ7AddZFy!7d@L4P|SHHMv3dSxo^DD(alDo#h_-H^px#P5(SxoW}v0X{|Z*lOh)q7 z+i5Ljm&4~SK9eYyp!DsPYOu|=klh8CH*n;@K+bY_!5nq*I;TGq?$J|7=k z+F9`iyagexV#|l=w@NQ*H$(afKTn?xnYr=H>}Arv-*<<|-s%2(>QG(gTccAl{Caa; zr?32*1YQxc(EYgL{b~OeeOU(TWxwN}eoKEEEEJQgKZZxzF-iRiUAFnQ(bsVJfTdvl z%SpTacKqW2mv8kuLK2WIntSSyU+RY7nYUK@ycK~I7*|#(+1+<%SegCcMv(Q?mz&yj z{yJaIpOt5F_kB=lj((ZeX?3IKxu>r9ZTtcXzAJv9;L9l#n#{oVH}W&YY44}q(nNCF z#^A^sD|yPaf~}{noSXC#ytP3p)J$(`>%L3J|A800me+3&@k6-mcK4i9PJS;}PYQfi zk@NEGrkQ?rkX6Kn4`Q{M8sw)yruzQg4KhD^3E{XrEpGFv2YpjtEi;;Hb}SCIuWRu~ zU5__buh@S<>agF3mlky`y>D_iW7qwquO7rb2@xyuy1xq?+*5;Rp3;P*_2@mS4*PUt za=XE^+x9W9mPJ6zYOVgx%D2NSWEI^?0MG!?pc>|Lf14D?3>f zcKlL#NaDVS>$7kBg)e#gd;jc4o8YS%oY&6P>`p%SrBl`8y%XEVh>pqs*4WoyJz0JF zivOy(ki9E^oe7b+&FAadxNJk#L#y1lOw1SL|UYWb9J>>PAHBFj{0UQ2Z^OXN{ zKECwZJ&;WID)Z3!Gr5v)Ph6>SLL~0`F0a^r-Mw>WY`vRt8>FlGs(ka4`P+7_;i=wc zUw`#xxA#erVEtA1LTb~rc=FtrEm8;$oVe2Cq)2dl$lWEY*r!j@TzG7eu-4Q0eZM%w zAbMtdUqsT=zHHGMgP;tpAd{n4riXl8<8x6Yn17|!a_s=FW}&a$-WNlbKqTQ#Tewo= zg2=N4Yl5yPdtVgE-hFYKbtwPJwk4PKpUnRj;rMLH`ESqHTU8fo&V~oV!M8U;L~^)n zYo_j!i#fGSDK!`za9i6>RfR1(@pcLSKXe@%Av%ni!NFD;Jn@;YVd?T$idQdwXG&bK z%~QP=6x27Xk^It=+rDg3f<@rMl^z#ER2W{m-p3d}Bh_-p%H&|r4Vq`J$1PpQW*%sE^cGZ?;){UDf0@&-s7<%MJ%9hJCudV% zsfWUYntl1CB^F$Ms!W}A-l1nt`P|Jo4+@22EB3RUw3q$rSo{rS)ns$?K&zuyph4Gs z`{GKK7a>6V=?qEAnL(Mp>|C!VzlYKrKq+Bq@S3-7x8H@>E|J>fw{~Lvt(PIGV2d`3Prn5Blf<1qKUK%& z1({Jx*RfB3=DTs5bnfopuM@I1{3@C7=dzgnmw8`qf-K5MwrB^~qQuHKp|7e=E-mTW zdUwUH;I9)_ecd%{uYt#|5FK#hzS-^l5}tZ`a^06t(s{Z5MaUwMpWs1v@RhgN)A`$8 zY*w#@rc#6+o;>&ElMYz?c$fl83tr2GmO|3P)k@#xPnvZrq#t@Y)xZ`;8jxV3|Ah?3{npWxGXP2(5 zbO~NQ1LUKu)%J_o!vCysU7E0g{r~6ixqEkr_#1v*^vd^Y`m$3S&&tj_#pM4`*J|~Z zt2ffRmPg#~-3H3#rV@K{|1tmDa`ccM#9Jr3kqd`AeEzA8%O~txA9TIhyZv_a6)afm z8QQPAG}y;>$t$s18S%PlUCVAX|NpuA+`VY7Q2Wffg3#Y6K~*%^zvZ9g1rX(S%Mblv@! zs)=gB<||)aTw39^BJ<0$F8f%SY4sLMTjgR;EuZnr^C~n)EWZ75rOuC#uo|skyQ5dc zL%~{VyjGlik-zhk|Mk$wS~CH$suIlwr$ho^F?8rfS%Vh0!&K1)r%dX*R_d>O6*`?s zYnfb7Y25s`llh+|U3{IlY_T_|Xt4cCn0HF7ouh97Oc*>UDkeVp)_`y|G z(XF7|uwKtK1eWcJ3cTA_bUB1XDz0)86b+6K3T-|OF1F_$e=jTlAz^KrZr{2M0gIzG z7AGN!g`T|QE4mUwTn$$_NrE(8UF8qB|Pmm{lm;)F|!K0R(}l#4mFf-4nnk--kx z#ac~)qDR4kwVt8;dZ{6x$l0^(^rwS47k0-cE_9zBq_wOr2%16fl{b|_B z*B6&g=~_8ENU!92im+#w>~bxp7a~W&g0-HZ`*%+X zHvBqaRk4+%v)zp1UoW<9xUksU6E)O=LRnU7b%ls}t>RJ*g_m)TQM>+JF1t8=n>bj! zb&?jWG?lp97b5DosvvlWS8V7b-6 zf)=MedG4#a6hb*z!&bhYIdjq~C*zgioVqI1^1A$o&0sBk@WIwmp>b1IVLCODBkHe?0njZoyw|6a*zAJY_#3v?lY2SLi(DTTrp{tTnyVPXkou&n{>>?(k%)rChY=??gFI;=FlMDS%%)syI;Is zbik=sk2y5t?-E$^;$rFD7hQXl_smV5x@+DH$rX!UxmDj=S><7>CTehazS*m`Bf(KG zE~YNa%%Mu!N{kuu(dGw03R=)0>S*UfZ3{p^q$scZGk1kB5 zS6!*(@nqUC;$-EiInC`{LB_dx|S2 z?W!w}bQ29Vzx5eZiU!th`7?p-n$D{jiHH?o_JhgQ%m|?Up#2%~(+D#Gh55xxxsf3sMIidQi6D z6h}a+$O@yD=YOWHsw>r8k(3Kga$&}4KbI$8Sn^RxQ+0wh)bT+vOF@dZw*NYgyiw=b%<* za=^@WAC?z~h(28cDzR6hl-Pw@$_;&i5QCs4_8hMjhKX-)^8dKp9UA`26P)iPxmLkz zlM?HIRF)M+Tp^N8i|V{X^>^zm?1I#(KMwBJe!Xn^!81ON;P63;AlVg0Od$_leO6!j z`XVSGHNr_W6chxdVfD96C#57xHU>+*IJgwz4rq1Kd>iDUseyA&ZD`S2wGY((EdtjJ zT9WUW<$U5NfXf6>xrbCHJPvUy(9*fE6_l=@hJZo=)V_KpR=O@&O6BXxU!ZKNx!ee( z3lcr24sMlQzNslVF>`O|tE_^Vzb37cidhEMG-uauUb!=Be?OiN@=MiRj#@RWT=O8L zf-fCZ_MBR&^E3of_DF`tM@y;ncRYjGvk76(p$BDiPMxy;AhLXu$wE-ld3A8c9$sucVD$eAv8iDZR#$$IImR^w|l|m zDBIN1kBt1!gy+q*1l4w3t8`pLVb!<6F4zHM{;WvMI8Cedon36YHLcY)^?b zNKX-0m?cwhop(PR>#Ki4nG4&eKhkn9L{xYA?W^akv07I! zb@7g_mHMmlg0AZ89}V5~e1+D-`UCGj$;o~PhunIUkUPFwM%QMaSM2`1Q^KKb<^}25 zUw`@~CKez2drwpM%ZH$(ry3h!K5BjVwqvUBkyDxw!R}SFL%x0pN>Z)n^ShjuII-J` zsmhDnc8^FTQmxvy-8sxpL0jkL7LYw6kuZCnOPRmi95yhPuWvG&)y^F{^s`6a(tkt1Vef@g7hixkO53(Khxs{ZFJAx_1cw_) z#T(082OnwIh5ud8m2JVbR;Cr%qK9u6OclPswSU!`pzDXdFI?*02JU^ce|hu8^u?t^ zeW$c7yw=Jr4eJZihBbUF_v~9778jts=SJ$(T~cxWD@CFG;ukm7{%#GANSXaX;*O^7 zl@C>2YmrLR!?zQ)^*4x4TNtr)U6Qu{M$zoufu+lB<%7N!UOW>Su|)MXi>Lp_smpJi z3eG{wMTy$_ANvl4%}dhue}HgZ4x8%p7T4O{f+yx)a^lxNit42eQ^jv^t=3u>6n>o1 z_Gs9=Ws#8n^qv=g!hhcAzBr%Rc4^qWAZ`DZ@HE$x=e~B&g0Q$iZU0LX>%2qv@0k*{ z5!Bg#ag)!eu*G$oWb*pps22~HUg=tiD7g2?ZvE60_3)|P>MLLG_^h0&{v>m8ZuzZm z6ISs$#(Jsf?)fSaG6&>9uywEil(^RyRq42P&!Vt-8PR^ z2D!~5;F{k^8>J(|}jmhhQVmuLP4E^funFr^Wc?sL@n}VFkk8Mv5i!;#XaR^`e zdi!*>sLELxkYSw3N0U#;e@M_=CH3o)Q@@^T*gPdfqS&?2Im}T(d;Nsa1t%bxHgxgn zE6i1VZtP*7%5Qe;{JDHfz+q`nzCa8uE7K_%-Zl=1;=RYYOR)LmR_nOwu5E&LZZ`TaClW@awk#Mu z%23H+jt1I384*j@%?Mopv8sK#k@n4Eo?Xk<|A|ez=>Ca0HLMXOraqLN(c(yJZS4hz zpOH4CrNRE?O~`@&in=+5R-Lv1X`&jNxj>-~_Y+8us0c(*HB>e#Fb!0fWlrc&=2=wu zD?4z(8Lfb{qevrkcl#n)53c#J_?A|w?XD@2tf$t1`w>}Zel279ncy1BT?tAM5D7%z zFin(YGgnt6>#Q_*9~4xoOh0%^`<=B<^KKy~*RVz<A~aaI7!V^sAI9o?iD}RA*J1_njrOEpm>Ehy4toUhXopF z-;rGxbUj-?HEiNDXkoPF!Ne#06$aV5v*uhnvijjtkZnli9w;b6Lm-0SrsqR&@qeX# z0{@R#Gd?d*E>OOWLaLmOZC@M~7_fT9iqIujz)h&@(}T2^$p!fa##buIpAiuan{&wp zR8~$*f@fQadwkKZjcXSj3Ihp(!vUmX({qa*mX1+ZzTSNGx$%%2zX5AFQsu<>?m(!> z1Fr89tFL@zxE!MmY6vV{#l9o_uaSkkhRz&sN$!R7E_6!8d#zJa4TrT;ifV%0*G*Ee zsR&7)x~pp*xG5Qbt!()#M%&r0&7PSXe@yr=<)&ut6$bTF>yT0f^PP>WRc?spDTS?E zEp8E51|4~0uG;3f{=g+A)$Z{6IhS1e^;^R`4_JaeOFc0 zXzrP0yL?6d_K9L@w^Uc=bAvo~6xCxNLWO>C1^)_P`I>Q=W;m#1VW06x`(`o6ub%Z= zGTKAG{IIgxHzi*6)OvU!TVq`}m1X}SE7sLlzWxZRo66CA3p|*ZCAGxbn|c3?MP>&M zx$x^hMYibS+aIAqf3!5~rfTf>YBAcI0cz*H{W&4a`ti!+;@q2F&)Ma|7`BK(JFo$s zBp%;pT%+RPAH<+7IN?h)s5!vU{dG_9*M@nq7aD^8>7^fDbZWXP*9IZh2&B0B_?96| zh=F_mgmppJ-|MqRbTa9HtBqM=u}zM4Gd|}D#0EA@)i~fKk^moc`cTH8&Dk(j1SF{1 zG&61sWE^%uy0OPQ{<`uP?`@N>bqolpZ;hrC~OFo6Zs;bf4p9Jd5?wb;Sa^Bqs zzneB}SR2rMYPJtJ+=QMYrHJC=>o+|J_x!lp=V$1$nc;{sxyXFU(WKK4R@5!~qZM3- zoN*uY#it%z|KZ6wty0?qU-l>jgFC>?Rb|bae_c|tUjEuU?bLdsr{Oa{AteT|o=uOy zg5X5num3cBQ~G?5o?XY+etko1(tk z?K0cF<%Ho&C(D_SR{MMmUG@WBV;tLlI6U&f>NOw0g8D08eO&qj)Qx%kz{)Xm!xPu= z@^d2bsa@-l()Z!p4_E7a5WN??&ns4czsXPG&}CoX z_OxwZ93B}kZ_SI)WiP{hz%2;fbLVc!1#Q)Qb^iCJa&g~_6-L1|Q#JP?*MSA?>o*+; zpK)Z9SM2`%BJuFn>x3^00}>O@PAYM114RTR$f5nr$G1PO*7*?{1`!08L?4&_@%r{A zl=me61_SR8Gj7&;N!uO(r5|{q$F_qxB9cLeCnRj;Yw;QLWX^~rKpRs#92-=1lD6$I zwOHCI7tgi9h&2LHKzOrn=wgV7WL)FK7`Bk1d!_W-N>K4oU8?quxo$dV81oCKpP>u? zAh*Ew$?n%`ihsEG*y<}+Sz_D6jP_^j#sMQk5Ium z?2~1}R=)nY^bdGg@kdadYPHw>O7_Wmgf z8uJB*#2mKmlRdllNZ5R@0=K2W`d~F~jdfip%l<>FYC)yLC8M|C4p4~gf^_jO7i$wI zPT%t2VNdX^7ax~0bR)GZ_sJg6VoDHY-N1Erf6^;(*W^b~gKBkO^X%HCu4aMa%z9H2 zM7=g}slr3gV4v(kt)_&BvfUt?f|@{GhN>FPgOhBJwDSBd}$?pv}- zz$6$nSkW7({-UALzoPw!rtg;zK`5E_USGWE!S!8_!dul648N*|+V1(npqO3laW&0) z#{AY+Q|@~?)fi!S^vAYeEB~|oc)kCNat{kPPeF&{G0j=q?^V2>dz!s0ulLu51~qRk zPuZvJ$}+F&KmCY(_DOxZzTW+qx@AUuJ6^KKERYZNDRb}LEd}8Tqg>%@L&pi-3(ae}$(S6!{`uvqW%z3{Vw-+4{ELzwqSJ1Z8;aKII?e{8Q zGe5DKlBL~Re_;2P2dOpc61;A69_s1U7yW$n>Fm>Vt;Zd^>yFHoDLfLFvCw@^qy7YT z<#QLrr}Ixp4#{Def9|$xXgR~|gB8YqSU)A~kz{xb(NyufZqHts{38hojrSLBV79&2 z)AI3Lxt{!uo!?&>7|sycAJJ|i4RT_I#B}?eHHAN)eKMX}c);2Ife|B@{ekrfh7tv3 zMiWmBUF7>+k`!M|`)%>eF2IyBgQ`Pw~nXF6vmedz0XvV_$Au@L1Qj^lA8p z3lG^Q$KTlhN$OhF^G}U)txNSjGW&Mj3Z9#=XzwwdE7?5D+dhf^*>r5#6epjh=hOx5 z-C|DFaVq}GdUZNzP2s7`3wvVkCcVBRw8!+SbW@SkUz~wRz_c3-3Wt`fUwGR&8HYkz|oA7_WO{wHL*{A$JQgbzKZke4ieU9Z)|2yJngaT<&~@H2}T8yr(@fiy?=7o=^hn-o|7SYaG4)V z;P0NC2U#pLy)>_d@gHdYdhPG-CtkUUd(P_VFV1u`<1l=7>CTOxRttC9l+K!0C*^5B zQGIR3!ntj+QU{*)p0=LOKVj~^*Fy65RzC7mFI!aGcG&;$!{vV%_s9H_`W3VNiRmTR zsA|pX+smf!x-(_d4y!%QnQphP?@+n6b(x>Hcd!44mRE~^um8NxeBrUCb)x^~9y_p% zeT5rSNQ^=FmJ51^8MQz@(L2nz>dl^g22%4lgrk+2dHq{X9!R(OE_u%Xss4}DRg159 z*i2i`$$t7+{HeN3?KWT2IljjtyR&bum8y81y?tAo$-V72-K=?Ug@0dVZ6IE>vi^k6 z+-2<>+?*orJYAb$$k7;CrIf$-<2CF2+J>CXevOQi!;&R~MJ~En^R{njbB_4QU1u2_ zwBn(gk?ESy^2pdz_paQz`We_S{kR^?4Ti*uPmmmD1O>bIZT*?;?LlQiN0O zq9kvVb=v7oahEs8DM#urS|+Ny<$A%j?1(BgP#L3;zPL}~@#U#c*l*|dRq?v-ZCf1o zllk6}mD4xPKeqCJjoYoy7QZk4J^v`DWad0p>61+#?JkJwZaKZ7$6qgBfj_2gbHdHa zyK#I@QU{xY9k*K@OnG2DhgJGq6Yqw*QvZLcUirE}Z;Igh{2f#Fu01UI>Pq0JO)Fl@ z<)`l3G2_*y=QUiJkxbVPRE9JQ1jTj5IvJJT&Ry1X?3>CBFQJ~L5n&rHByLb$@%?CY ze$2g{H4QS0tvovY!{c*$Gj!MwPHRp$?YQ9&THzxK{OiE&qhMrmMOXXHDs8mGd*X=yy1B!&9Az ze@*dky^HQ%nsH|z@5&i}gT7roa{aB3XZPuD`L%ut@1w(o;?zIVtThAAWoq59h7=3+aFOYmb4b`p+}vSfe|eKJIt{D$6Xmw#l#>LqcJdgn(VFLB#VHER!2g z7YOB8a&DWDb~@>n_sspBnfX@}q%Qv}mQ*;qd4^2vGWLUEO$nNATlkhw){xrARxf>VbW)~-%w%qVk1{93Bf*;nYTK=4JNrR>B$i1?O&AA=7d5qrY zrRL{s(|vnxx)h`Jopjq%b(~lC+4-8?+#P0G{K~|ZZJQADZjWC27;5N;RwZ^7niOHOk(dez0JZ!N$_^1@?hf=Ne_7ALuJiV3*m!CUEn*yKipi zq1I19-@dwXY|{&{v`D_Bz{XZRJ?TuTe^_~xno3Gw|EB!Z{nK|DpD6SE%3pfb{9uNRg z-mmkuWh)b6ewj*84W3m` zEczN{k00nuPGHyEx3aeSRPO802Q|%4)LskwQH=c;3lv77&<$aHsO-X}8R_uu7xxp*~nL&E?5P3skN z*5psxcu!sY@s|&cuRS+RR*}%YxHiEsVs3~^f-^vUvQ@YGhH!2>Goj(cwC zwx63Rz`B2S<|F^~SwHTl&6>w*eX^;rE&gEA1JgOIo3Bad@BMs@{Y2S`uPvS0Zg(HF zsol!9;4YiPYMrq4>)x`jp2fZXSvG4vuRE}hZU4S=3>#~kdM&)~owAwHwlJsjYP{Eh z_u2iM)_*)9)U`UXpww&r^UCmb?g#xACHP#5xajnoXSd;OSW92-O~(5vts z-0)cEMxmHa{lWFSg!MM|uKc^oXMtaN+$z@oIr*vQm7lxco__S$w}&gZL$KN)tedmzQe&7FON$V=BFYu*|=lxOQ)zVvm?_ML1itQ47k_n*9yu4Q*UwtS}g z>!0)3sy&-OI^W|GyOnOU{GiXhis#nT`QOx3aD>me!M0(_-`e`m6d*);ri$7)sx>%Zg@-en15QAVE94OuQ~EHq!r~X(Q@$9%SF4cfEvW7 z3nboH@_gfne|tUi)}xTbUy*JCQ?YAn7`BlvF!pN5In-Kfs#KWMLLxId2&I@-dUeDcb=a9Gk zE`OMMpj~-j&Ks7=jpqww-dOT|o3Qn_*#btXKY9x$K6}qBrQ`7NZo{(ngL3OMuN&Mb zmN@f79F$!RW}IX{VaaD?vp3}+r}%wgA2z+iksF@t++eQOU0SQByH8Yh#sBLGiyBSh z)19q-lVZ43lOz8`|8G>?a%cAp?{#$#u5S9cLafw!T5RoIC+-HHdDXuC&3lg=jCh^P z+U+QDrqCc8)>eFNV#krm^7`!JD3f{6&;ZpYx;N7ebu*3IryXCr*DbVTMcjo|N2lyE zJt7pgecO4vqf+PF)<5}h@VHlh=fTo**)LTxe_Fja`8rdMt(vphP`AL9`>nAITQy(v z%ss_F87%q4)hlmKU7)Wh{(sTh3ZNPwdQ-xu@ArSn~M&I=#Hx zl3z@{ugTW^;Jn2N{F%G+A4@VEeE&!?^Pk;3Mx(!PE0(bzjB84`vu<6&LjPlxAkDl_ z8c!Dp=veFX**~j$a9Mro_nM}Y2huG#zs+H(_P8AzbeHY;q*FmfM_#?1zG?kKPc2ik z%#G*6o#uX%()jMcyukf`VJ^HfMH$0A+*Qs}MOrC4r zoLHr}o4+)wg=3-@ym~X`)SOqX^H|tDo0`=QHZHh#Um<(d@u>VgU(Y>dw%)G1O5NvG z!^73(O(zeeT5$2nu(B)c-q5e5a%DvC@)@}1n4N%op;Of(KP5w9C zy-S@@J~cnuvD0ee)d_pnW#>sTx684zcQ$Pd`qd?NE3+c5;6ddL2AezOjJ!AYb7vg*lk33z?LJ?I)A`2cCkJMk(|rR$b0X%Pl}!K-*vK8JTfY5$5f_>>TWq-z$0V9mIfM@cp}2q&i~}{ z)r@=rrecsNpA2(*i=Dx~JKS&5rdKDHZ$7>Ez`MIo;}$O8;}{foh9%;nQ#H%-JwEpw zp)`V-hUa~$8}W9M-0Rn#K>nq5=a%1^WTRWdK%(-?e@VaoT|zs4KP z-@lr_@bB(l=?VYu{z~8Iz9&#A&Simi#ES&gq9dna4Y^tw2J6I2eXla+ch33fcCJD> zeb2}Cm-{}ZzuX6=?U(&NCilsWvvQ-%6;NBcVwXOsvuk%)as3;cX$O}+J#<7@a{D6n zSsC*mPB1Szp4GfWd4($>EKfO z_S4E+sYfo0_Ahw=Zj2w3wtU=spu&5l++`!NpwkijUt%YE_}p^zJfG2S46U%-Dm%1;XE0T-6mi}ujdy*-4?n{rk*Rk&VCE*(`$WK;E-!suTP7O2; zbZ(W)9d^6e+M{1Br zyZZ4Dzd@ne1D}#bo!=z+8kO4*1gc)&^x;VmZ%k}l5wCx8$JP5?7yX#OZT|3N{$&Q% zZA&G#hn!zopYd{Jh=nItPwBj{EdhFmpNLO4pRo0`!OsKdCQD9P zF0S_Vsa(K=Bbo(|L@Wxq<}@%#&!3dfp}KAM^e@{u-@cynux90c-79}TGcY&T&Yc+L zc%7{{DsAdN1I}-yPOBbHTK)USu9K@)KQNi+Y0Ks(#H`-iDD1d#|IR;${%ySs>RCD4 z?pgKqE2G-mOU1GmRQei)k00nve!#MG_gc2T^$#;;uZCUDdtiDX^R_$lrwmjtaYFwA13q%`F#EyI=7gWz_gG}6Z<^00^S{O|_5G%fmlyd>x@TO- ztP+@`!f~wro2U+(F)us3A-SiGqxq?4z`dhY9sT6vwr*Otyw*46#r-;<+Jz-Y#FjnyyR&~2zgpV-s34a<#WS_b)DL=2N>FhG zXE_y%LZLHJ@ArIV-1N0_LaD0HpGoXTorK&Eb}oK!B(R|AOO)hQz8bbwE+B^`zXpcE_)A`pM2{7yZpCTf<5-9V>>8@ z{F;Q-A&r7Lp)_r1zLh?>?GyIgaQ33(Z{E4ztiSpsX4;)eCPf;-tEN|r%u(g?lVVNpYXbF{ zfAdT(*OOOxeb`q1N6AtCqIE{<2WL)xaK>}PAI7g+^Q@OW@mZnmcqqtj`ljvYu16|| z#jii>bS*k}%X<3_XQfMj&w2gMQ{Oiszlr~Bqxb45DVI#1YkgO+@SfJic(6914hSih|Gd{KYn<|7Ao+*zNnP&mWr_<@-XcOadn&nvd|)ch!uomeL2*J!-_ zz|7zWJTLdgtFI}FojUE+!P5uQH$)VaZW8j&sGG(vBJrm8bJB=0^M4&m!&ez(#sSkB2X zrSmmD)&KF-yVomcuI;M*S1ts*A4teg;wU}DvCM6MY5a4`k>3@*;{7T30!~% z2UGfjUHO~WEnvKFegD+Izpq&Mzr4M=^7(rj&xC2JOM|8z6s$Ke-?`-nvB&CN*Wbp9x2qU?y=Z%*`r$i*1>m6Z{*}^PhMKfHZR@q*sdKrE(o34 z?Z51Wu`T<#NzCbI8;uh;?%&A#)_Bh!{ns_1DV=I#k6l7)rN3lD>`u$Dr1Lcyvmcan z`0)F!*_6+o)>xNQIxA^Y>J>%%aq>C0R5|P zBj;>>aB1@crO1MdIy(x)&VVaHcF;)f8=G4PUos~?idyLX)sb_#oo?ri5ZWHvbPcr|#`MYR0}UFraU*@Z$4d zOm=uk^&HOt_52U7Z%T%ggN<{mjX5$~I&&?1ZlzoB>dj#j_iN^U@G>%B*!3`~XV=N^fxNet>RfXZe)UIu+PWXwzkJR& zb*CJ(*t6RHe)Ui8;5Ru3UbQ^~LJ7 z(zhQZ?=DnN3pINl#GAE7=G8g1+cDFwxmEK%c<|=+|7-hlW7+>cXj9vgf7I7!rS#?m z?#MY+5-}<~Zbe%bwSJQX2PwGG86%!@w(03*)^^u2XotFW^8=ljz(J>Xf^d-v2n(H$QZXH1&5>$y}-DO0udv|Xn8Jr{2r{guh*`!cX# zqK1TbFgPq0C#XSYB;L4fe|zBk=^t~SAMx9A9+FBXG@fSe^EO@K=oYsp`>XV=*tg9c zY!L;kQ~!rP*0`>_<*NH%?qve~%xWbw_f2`85yT@`cJ{dV~FPj8={-g86fk%|1GFDg4cgnCMMfSdH5;0Uxk?7891 z9>4p{%hV0lfBjMT!$tV5@f?sNxKn=UEqgaR=Ja*%$k0bSw$%1kWUUCaUFOFoSoLDN;g?3ZW$ceUtcI+)Pt=loRsL{{!1 zaR2Z{Ng+qYE|U|xC#juE|947w{=`k6B!4jGFPiLq^Ye=*Vc$fa+nlPAi(Pnn#=TS) zPt%CSsjl2_jYOEeD<2q%FbDr+uvDGv%IAN5Q|i{!0bGB==k4NIdf)@|y>{ap4`MBv zzr8;snfiZi!7-g}<&xU5Zh;9KF6cRHI|qPTdqz{3oS!F7C{^{9stPS&^VxDffJ^6T z<9UYCTH$jG{_ZYddwajt_|(7Zhdq%o?~VO_^(;D&u&}l*jU^bQ-58|3Qu1fdf&-d~ zd3QL~nCCAPi8#eP{~*^sn>m5s@()RFsh2*N(460HysunJe=gW|KWEJiQ`obGmmUbQ zbMSk$XaRrCu80pMAHmuMK-wFlZ{2G%o*?wcY!2hH-+FTn_B?psX1uU`rb4WnBiQ}# z8y7<>jIx3w@lj6}nEPHzdSEz((Yx}2VModRvqll`zu(nqez`Y4eddSzX)|x^?m08v z)omAOeBxBY$~}eP$sTRX<*{!6_AJ`(@1%Y!U4wbrrvvE?jJpF4e>nR56=(Ol_vI_u z6rUZ{T{t!2%(;i53EMYqUpYhS(u_-4L0W4*XjCUhvF?lUTJ`_ovgcdRPO6&kc`03l zWty0lKfl!lJ7-0Msi1bu@kRbe4_;<1z4i$-1{lBr3g86SII)Fsx9Y?e{wtPDIA(IF zZi=nTjnA2C-}NRhJ*~l^qkCnh#S4esJihG9z{%vBr2p=oJsy6t&eot#CfK7!2Vxel zu8Wr6a?I%Hize5M{OlbU`GTgaE)NXM-16P9HD%h;R6h0g_y3J6<{jO>Vb!nH)AMGq z8!s)NsTAvG2o6Wd4O7_loFxsW@=u7KHM308vvcvjh=5rOi-n*1@#{#-~s#UBfz zK2+{|ZnRAOK-xsT#he=+vdlQC59<4XgOQ7Qj{1B($=Le9SsBv}=P*e7H9Y12@zi_w z+-rJo!(L~647srMP4t`Dld~m-OV1u`PXB(uZh4sa{woK}R%qAB=icXfDJnlr;_)V( z;^{9rH%w%ac)eg*SqN`_@&MJ)4pAcF(%>88zQlux%7& z*|043+Z7}C=MXCl#P-I3hW*_Sv^hWD^rbzyy!6GDO6E+X0!hCHUiAaV{+>zw zz_qo0%dowffe6s;H$i5y~d%}Xh>Dr9$6)qCSf43C+1 zfa-}^Y&uU5njGddn9M&R`BH1+!&PaclRssfGLU z=F}Fv>U&gs7v(UiNM`EqHJ1#*|=FzoY4B!sR23 zNONHMlMgMKt8>LtpbeY?9Ar@i`YRN(?xt=xRogae?T#sNr|h;Jy`pcL zl+n5&R8Y`lIpep*XVV$Ys(knxdRY!s%*uD=erqVhU<@k$3}qNjpZj|A5Whj8U+jzO zMV;Ryz!CmQ{K^f*?NxKtws2qIo|m_8OYQD03#@vxkE@8CG2Jn>wl}3I`j#oX<+dcF zTj?8Yjs`Wae&iL)u=r%~{EfDZ+a@t2_r2*7JC&}}xJ4hd)M#f-!<(jci`(t>`3mMe zWw}wrlw--b%^~LY%xfEFys62E=bdu8p>}p+kYQzJ-{g%(U)KKifBWp+Gre!xOG5RU z|LQLlJycjK*}c)nKJB&~L$s&INBLTaKce{>AfxkEwGPtr^z?VQTOLe#U?{^7&DZdh zzrz0Hg1@^x+1}juGZJI`Y_2|Y-v6kR^@fo-peo3Q^@dQ>ZbH8XPSL7;qWj96B(~X} z+LycfRm+s-$VW+!YNoyXxPIyn@zuN5f`aF|>m8N2NG{;)^!K4&5?I_>5;z8^G%wu9&R z{!O1(B;DpW*l5XbCm8{Dez5z=BF}5vL>^3f^CfA=FNwY9J^pmxKLc($d|dzZ2V~5$-CFHu z$wG_2iIOdS9UursNK3Mu)0sNO=?-+HlK)s z9am0X)8Bd2>)xtEil^#U-V1%zr?XAk`?=ob$MM=9*I)f{U8n&xAgl*o&hj|^X61$% z!Jin_*6DqE=aek z*I5ix+79xBEX`=x@b2g|E7hxa_s`FtRrN1h^}p-+n1fEA<4^z82QNr@%4}VpXL8=- zpESFt@idV5`lo-c|C{jt*8Gq0zm5NOKfC{A|F-A*!#>6T;n=*W^_#@GdQeyOgT%S| z)aQu-H$rFKSfn+1eu5E5MECjrZ5uMvHk{W>nRQWq=7ws^(=Ymc#6GT{k-AJ?Ew;aY z?vuq4?A5H?wkHjKw*J+gp7`mUwY@``*$Zj!rJfo0e@r=TajstW`ToAo@$5C*euOQ$ zx-`bwzuWWO^iAcZRz>T4S#NGxfB#hag?&pGUw1Q|_R;D`<(JPo3$OlNVLbV~<{5Fd z>&yx2j0W#C!!}6#;9)-in=RdQtfOj{pjuvGh4X<HjAe5etUVb0t}+L$`uH-a zIb=`3-=J@$yQdtU6jkv4_R^+X=@TTxzn984{neVke7aiAyjQz#vP^E)POQtg^p)X; zCqoba)}~gwvrjA-z(ZB377WwoE)Tr6qo%5s^C%}M<+I!0-5JwcPJJr{*2A z>#v*h{-DkE&++O%^_OX`%~)vL_BsCePe{f||JwP6dHy=T16Dsu=lr(<2LxZi>)WNC zxAwstn#!qR^gPM#|K_u2v^eJcLL zY2CFq0ydWV%>ByoTrV{~y!VdQ<;w6_pIGD4?B8P1vs0qCttj=7mHTTGKmF~FjGE2< zo1@EnUjJM_`H%QV@bW>6|EZuBeY(Z}sdL*6qGqt%HD%lXZf?e++BW8d{d51it;zVn;y2>)isA0Y9dMJ)i3!g`{;;0c4@$y4kFMO{48%IU=6@XPMl1 zxBwI&Q|%u}Z}$21P-k+T#pxygElz&{1!Q;Meo#dWP1cg2WS#qY)m*n}jNg8^{$K$$ zK){;!Kk)6S()?|e9rF0i?Y$O>1;T8%^ivD%S}y1vS-W-v&!ffi8DhzcFMr{<;mOjo zTr~{T(-hpGEC3z9`c=eRB?Q=4%!_94_1q{suWa&C&McE9(|$zOd~KaE z-Grl&k@0rQt=PL)vu_1@yfwVAH}cMdhih_& z!Se>Gk_-tyOTNm-R`)z-xKYgT#**P1N6hBlQofE-<|&~IUwhyFt$N+Ipv>@Rnc$31 z5*zXb_E=5lRXw_5-M8u~d)NQo9&{^A`^ltb zzw$iBtaPj^Kz#;JOxx%9^FPUWct0GTlmKQ_!%D>_w6+JIgg>*v%%0g0W`C` zhlOP_G**7M9yC#2zpMC18mPdKBOmCLo~-gq&+itUXm^D))}R_?v$zs+GZu6#TfG<8_~oNc*UYiF+ThB7I> zM%(rS^PCg-FMNG{Xla<~vU6Q>^S=juTi2HrV?A)%O?78=y6Z91~To<@e%<;yOB@H%|aXt1;!XiNdiya5UZi8jM$uLzn zY}sk$wcG8s?%OpzWs)aeeqH-7f49)?kJAaI}gr5=BVY|$e4lkYVEDf|#e#PP*`V^GlP8YDfv1I=Cu>G>nkB27B z-`+2i^fCJP%;d6ig1(@ETvH^dE$h#OaNyoY2hv%X_+G9144(ZI-0+;^26Kt;#odp@ zUPrNZbg-uBUtQqmuJ$a<{NhmwHdloM`;J}nUcGh3YwahzYSV0Y{da3vott-i=es$o zzkK)`_qH6Uuqp<{UCZTtJD@$V*itqS#p%eDBZ^Wz&z!I^MV`xFy8+#e*T&kYy4A8=GkuwmG^sP&TsQYI=4Iqzi`YyD=8jamVVj0F>)3?uuAi&H7VdjsRjge-Ia?-sFQ?{D)_ysA=FgrMeR7wDA1H7d>}%GJ%IJT{ zVo|^ZS^D7l*1_(;A-z=z2RYT4ArdkQkFRa{wg2MOvchvl9CZipUGF?`_mi`)7MxVM%=|!svETxO1*j_`eu82=+xE-xu3)y&;x~KG zE}gYKKFe_7?~C6y>eO{^yZa>g&!0OfFBl6ZFi33t0`4;~@Y!%eR^cr6O89eN`RdvH zbLWU#{O6tXpY2>d^QZgedXMW~7-jrFmwKnZc;>wSY$xkKGMyLI-Ez9%A7YY-@9|!K zgO$RDZgapT-{<=Wey;z+y8lm5P+{iE>geeqjjOzGUhgf<{5ofPS>KIEGL`*rvNK}u z^T=m=bnpI@p74HEq<3=0&G;kfRSYsJ417`y+}yQRss#)(9ETtSRhGS345ycCvu=L~ zDVOda_?gdeFG_vJ1+9BG-qap>a?|@}^z0<(z#%}o~y{DJ2mhN|CIP)?8!4LC- zKic&NW;c8b`c_(|xow?H>AMxtYgs*Cua(;IAojMYbog_g_6@%Szg_N-sa^JbzvHL) zJLPLYLzwD}?4bGvwAg0nMHA(D>q1*E*&Y6w|KN{#!9VT#1Lk3B2R7%2tEK)=OLh94 zzs|?@AFt4VC7lRRGg)zq{=KTlYr&g2q+{nO`Q+4cvR~vmzQ6JD{R1EK8SYtiTm1jY z^C(8l@cyoPDMNea-=0T$>@I)4ukcg9>K`~}k*f6H22I9I@2=%eJ~xX~hJl^0ftmfl zC-FZ~K?Muv%5MC+wy&;WwYUjKsV&#KcRsHUUHlhp&8x<%zqVwN|9|bvD}$|=l^$H$ zXSg)!_S3-2pEWnC9|#mmSd+1DQR^p3P{#5W2KNe<2f8h<+4bw#D-MeyCK*e{zBvr; z3cJ28UGsmk7f*IWF`?OybE`I?@Us!i>?%o1DvYWyzSrFE@! zedvuY?>TBE$K)8@I~zXsL6RB^v|rAmW6hseaCeEp%J*hb!#CJ0$z0pS`K^oMc8c(!@>iBokoVz{b^{chN*RNi08lSo#HsH%ANt^R3DQ@#$N)}Av zvB+YRv1CpIkKr@Vf5;P2W~U>k>$AqYg5fzhe{#rJvh?}wy|z)*ET=sEx#L#J4d!ce zl2*&csq=;&{c-K?_V?ab^PRrVn!;B3IN^Pc*4yfx+V_4ZERR=DKHso7#jB_2UpC@Yv zhxJZRVi&biHoDtZ>vh-gssP97HMYBci%kB0ar@_O%gz)xB=7= z#ZG_O6C)+o8-3@}-On{BgF{wg>gk?GXY1vfB@dg#?F(g=)3-lWC#ApmJj4uj?(hu~ zKE^VPo3DX)A}O@@9DK`e7kjtymCx!Ef(1`FEQ(lU7|EQgNhag+t)gz zdv3e?VY`LS!!rI||GoaN{T%MME9=(cH@A1b33&W5=DPRw>kN+lFF6aQut+RFC91pS z_y?8*wR{DBn>OKuo0T%5(&B1g<5>^S1$z^eUZ?GUF#Y_&_E$Sf=XllbE`2$nqve{O zUTaKKxn4rnwY6_v@7oyrBqe7zYw3>DZL0)#%09_^Szl?$bY|gYh*u{61})gKVCu7B zg_NnESKR5T*(LJv_dU>f>O&S#zSz$m^M5A~`?2P!olK7pp8DdOz@s<0ifPV+MJB!t z!V5Qm*BDGaz2TbmbpF2|e&qjRRMWK$tIzb3VN~yH5OzPnIpMX=qd%`r63#O}i@tfe z;pfG>=b6$AoP z7zAcbuVR{`!g%afjCKUiGRb+Y;8pgZ%@RUlT)z)2&n|b#p8k-*qL5*Z1%uxVmN(9^ zTv==6Uh6bpP0-8DFZO%Omy+y#@O{vBqjI&`n~s!SF57(}^MPT4{N~T5L7P;UNIbhg zGw6K%ouJ3rq)@-zR@pYVST@$3He z|6O%G<~eh>&*PwPX_1?9k3RPG-Y#`vPs^SiiAmFI{kDnDy{^}M{;@ajhg)B#dmDY` zn!A$yfG1PJ9MD9C-eJ&?*aUXH!;Bl=*sQLykxvL(Ug;A78W=W~VNmC508Q+QM{h6F z?Y^Y%cGYzEl)a@3+0HD@oiqJKK}lY2{No!kujT}<>bKMp{-N{x+%u!)FcB@D`f@hH=sPO|`CKW6xBcG7;Rn}a62G5)}Q4Su#5pPU@HF>S=EiSA0+?sATckXlxCO=5xN@LtVJN?6} z9p#^Wem%6A{O_^NW#5wbZMXs{&=j^|U)ilqTrInre}Vf?9CIvK{1`HO zGb6W~ZqoJMBw-tO>R#Iop(8n`=X-N9FNnUmyDWJ|{2qN?R;53cCI8?4>F$1e=}Oqe zoT^(2UwJG%*?NM(t3o)I)qVu64hNOfYi~u@HF)yce|*&jZuKe_JQ4t{g?-CBIdl50 zUjlOuZswo9t-rKhH0Z<5TERoL57)lAo!)k(PxQL{Ev>5=^BFl}rf-n?w@l#FrBx#5 zYt+6ASa|n!Y4&SJY0N(t}LG#qW2i`Nl45KM?7ZU=zIqG?l^EXnb%7bYc72b8UQ$ zt)1ms(Z9i~<-n#g#NOBSP557y$@F`>xA3?BXP0V%T*T4SsR~}Ll6e5ObpNwd?5m}o zGa}xzAN_0uUW0H(vmh*UyQ*I1&s|SaE4 zWtrS~ya3|B%*+jin!htQd_14ZAayz6<;8EC6F6%jzO3N{kFIGuZn!3$zZVogcUL^A zm=<|p)rqIz;!VV&m}^est6wQGvVY0~9i=1R8hbR>?!Kd-yKL%w`8nHJf4^}0y7o%b zf{ZIuL;By{-*Mwz1J~Pk7RLXV%&q2{qsn@$W*&IXo(o*tpD*CjvHqSKV59HNwMJ+H zxT*#R1yAPQ{Kb-IUe}7Bb%=X^JA-ZINAtxq!D}r(CZ7Q{ekwE*)F6|lcit_#q^B&m z@10=DBcEqH7R79HESb+8$hgmH9C71etO0Z6vG+}q2LJO6E-OFK5j2=55qHtan#Z5% z9H{gFtxlhOIO(PQkCKatxo?Dh*!T`}7Cd9IU|v`&ecB=H{p|?0S8V%xQ#YLZV4gfv zjv<}1VdJF(pal*V4Ch!L=7G18#Tyxj@9X^3SNaO7Qa{K%I8zMk>^R=)so6E*!|W5_5vL#K#eZfqZr|6N z!tfkKi0|)BS@1vK&1mWI{jQJV|0L{M)LJB|wtvT-#x=2RC)vy9g(mj$8)UNjd`(|= z=wtrFAKMH5L^J$9wqEA$t~*x*L$@==o!V#R-CJ?1^L5sI!*hGK?)Be!_k~DT_t*cI zUskUAAECUu?90*{cc$NSoB#4>{=`4qGyX+$H2*#ORQ%ie+BS7YVr10|n0V0gS&hcYHjbeqdgkcmKBet==z;Z5j0@F({YDgSye`2U-oF&HK&r zE(bon>^dB52kt{KKRCo#z_{RdSte7$pR&wDTEg$AslE9>+dG)Qp_}DEgn1?__wv}b zbVl)ctdM@5YJZs8Ox884lIQ>V{`aT4e{9?5`%HVT-rTl2_vokn@2s!uF-Pv|&Mvpw zdgWuxa`m}$*uUM|9&I|kOg4{uODPkJU4QAiswB_CpH^Asr8DRK7du(s{cL}$0cdWd zO!8bkWF6C;=?58e6O)|fL{{p9{mK1&KkE;jUO&Cm^NS}(-<+Lxl}qmVggwU(bM|k` z4^P-qcaZZjp7Y=6Cxc}hxC{Zs?dGAW^&ad5mvovQI&&es<>X`ZecJ7~x zsZ~rdDvZY}KqEg!b0D)XMspZWpSyka$*pvj`>}1a)%qH^-4C=XKbTZ!aW*07{q9UQ z@8A1or(LR_omRyXqr!Bo{t_sse+WX9c-suJ=TBVP5Gwi)T-Hk#JmdkD_4l^!UYlFH zG5Vf`+Vr?n`&w=2tE!g#ot4G*ndb?^^DAYkYt1%(?_=0I zk5T+&L*X{?oM8HaR%6J*QonP2G0RTO%m`StxqvOkf?014qj zWhJlY-_(s$Z4Vw2+`dg;_p5#Tt;()fUp_8=vs(Pxf}MJG-VxJMe-&;zcIE$bqqqAx zrU&v!=v+u$@#oPewoOHnTJkq4cc(Dby3N|6yn_1|&x{4<|4dc4Q%-$q{DE7+CNP8T ztf5t)T{G{phbRAkm)tVHE&PS?vhR`yJwn%kM`AUYmqBXig>v^^6}Zj161#5S&9GTK zHEl)-n*24-)P24OfmRW0sTV(|@%w$NajE#d-#tEyk3s@8fXxTAgZc#Xe8DefB6H34 zd|%b{&i~=}#`QN(>VY7+A3a)cqs2Ys=j49>^V0kJ#eKClIy?JT7OEb#CYwLbJU6A*!YB}en zOc6FV?zbi)%;3cmCL+wv&riPSoouo)u|-co$(PN~*>J-Yc0cB$3itH<8Zz(e`6c`> zD?Ie-$o-f(N$-t~{KbNULG_=rp}|!13G8;xh6W{ed>Jmf9Wic>22T&vKV5k~fRAVY z0@)?;i}=49dYv{C}NWg#f% zYp_rIbRe~1_ce|~;*-5jFYWo^_~X(y(_fKd*NgO|*GRG)4B%F}e)No`^y2*1#Lz>c zx3wOsdIBGQ*}Kll0s!w(W&jVqxG_bW>lFZG<#w4(TT!^=QE z@Vb|$2R?A`6FjG2UMGI8;qUDNw%5Y-`g06z+0DAYNS^|Pt*d@36Ew@;*p|&qi1~5k3{ZuAAxK~gWZUJJ!~M%7CvwF! z`+w~W0%eNigu{j#7=5fe<^JvDnO2r?@ci1hnIArD{LcK)tamv$L0Qw_ofUYMu;zw^ zGY^D-HvG;BUAURQX4jK1g1MPSA0+r1dD{2;W@STcT_!%*$l@cj9I<&`-T z^veo9wF@anFz{48pWSpb?8!-Io$l|G1l-634nqix8tLph$emT31#bK)^ZMgo5P$R?o>wY&6=eWI8FZB+-=V}ZWOb; zv1IzzP}0q3y0g1*Rn7Ld(aaaRgHwKLzh1h4`|X>x=?pKk95b$e>52A|dw;lA|I4M7 z+I~Ulp6Bj#SKw14eCt)pz`TP8BL&tz2IeIp>zMwnyS-$$TvV z9lNhEas3osB_nUKWe-Ix3b<_Qn|?R4ec8^;`y!uR>dODJ1(KQtGaR+G*=pNg(*Asc(}6dx@c_7b}aXmwAPw* z3%0a}vWK|O7x37WuRCtPCS9q=xa^^b1v?*PM_fU|tSffC^VGMlZ~dpV^6zWO2M5AE zEvwR=97ue2;0IH_bL&^0wH$`+xk6{6ZpYuCgtj~?AQ>+9~XeEwJ5s?bu0o~!qk_E!DmouU*r@ruitfSiYtISan8fBxu* z-pP~U?_T{oDd5H@lg8Jx{}Qk0HRCzV>`q1H_kKNC>(9}i)U~~?S>Q$d1qOl z-dEt%T=z-RuZbDFaqy?`o&EVvfA9WQyKsMBKGWa)`{u2JEbWpk$*I#ome*(-aK9Ib zt7vO}u=Der+?~H7m0tV%+>q1QIPW2J@1NV=s*rN+BWC;D{$)!(*rNDSa;nZr|G@JR zrzQB-oPPGgNptO^gTJ@e&IySvy~iF|{7r1Vu5r-=gW`lGH$mCXf*l+erwjOO%I94^ zWhDHB_nF0aX4PxZ-HAC@eN}&HbSus*i8;WP>%aKC-Y=O=e_~@lu3js!p#0Lx%PZGh znX^aY+#R(J-9P6y7CsLuj$?cHTBSneV4~W=A96X)t);vm&n8?0hvD%Zw;YT;zx3>} zT_I$_$v20E-LHxH&Az?f8EHRjos3`CPrSgu`7hN;*j-2_U8rX^qj`wL`3)b$Th^vW z{CMzC_|Vmuz;C_&>ib1@U+a@$ap!ANWwv`*zY{i4R*Y4}6lC-GGFk<^N zN9`r&ck{hI-1lc)?>zbS1=qgg^|$2%yeH+XbY1`b?oE2RFW9{YIRXhAyX<=ZFph1E*V zoM?P}rg8Dp0~6n~_0^agWP^6p^UuFgX_P;CpQF&BM@3H}H*Mf~eqdtp1CBY{o(6qw z>Juorvw@TMMeOTMyRs%_y4-y>ch6UzIMwgQN+WmkGv6BcD}S$&bjs8V^}N@;SDN{&r#J^7R)g;kh^v#Ako*^nh;gOPm(DQ>QFz3yJdiRK95)V=a%P8o%VUs>`P~ zh+Rnd@3%g*bCS_Zt*VU$hyGRP#=e*B_GB}ye>-y`^YWR@kF!dcTj$ObdVXNd*K>#2 z`R5CqI~sSF#ee$Qt0DXobaW0|7Ce%%_{p!^yx`k8qa6popELS*U&pxVfk|_MN-wDR z`O)^kCEy)I@3!;@`#-+)IxKF6(92kM^^l0?KU)o+W0%AHSAUOsu`_-7$+eyhac=83 z{CJ*`!vCxIjb#0W(|1%}&(pXZ`O@@i&E6s}Wez`M4nHv#^?k}STK89gT1O@_Ea&IG z?(Mo}D*WuKQQI}sIV|ds066hF^xDtsrU8Bt-p)rB%vRrYFDWyY`NfQ7XY&`AZ+bD^ zGd5?=?st2;uCJ4fESMEput~?FP;3szIz(mueRc7_$u9ZQ+j`UrCFWT0_{p%HpZ}m= zXLIS=*etD;(~c&3U0|<$y0BcLMT0x@jCs7<`r^pRsvGt>bI8U|+mri0GW*oYAiw;O z6%TJ2D|7i7a~*r!0j?>z{A&Cm`E|#ZqgB;GEa_#B?Hx94;88!=Ir+g9dzp+4C5P`i zOtzQF__UwTM489Wn8#0yO`We<_~F+0J)o1^Y-(n;ukYUOH`%3bemC#D&chFmBo;g} zuwcBayYtj9U(cwml20zbSbTZ=tf<50U+0OjhdIo5E`DVAb4Kibm+nTkj19ru?t4GE zU->2V_mZhHpPw<`vBM$KT5Ga@Y)cTkr?{tp_xQo$=T~n^Yo>S36Wf%dUnn!jg3nKe z{rr4~e_pm8ezQ}3R(Qn~{QYmDyXg=ABzy6hth0U`zqGf7Vdv{*XIG@IwvKcEu&rqC zUe#{%=VQkl zTVV(acX5EvWBQ~?(nS({K!W>J1 za|}7E?@K0G|5D;x*KIU!#q|BP9UEVnwf9N9N`0bPIrr2oo#$H{eOny$V_$y_@QiPr zRCvSpXBwfF6uw`lm#4CIqUe;@ z7W3_T?L>5KUL^;232p4Td-_$ju(8?Rq&05sw_o0Kd;hets9b5P|<9|y!ymAsWsJt_uL$|=l&UQFTZ#%^n7~eLE-1y zFUG5#%a}Eh?fFc$$4n{Ct){&9Wx#u34<24#SuuHiO|#02?bmj-U4C#Tv*4MD#p8E( zcQ-Dpv$&8@`fzvSvVXT7j1N7qIs70evEZ4(jMn`Mdn7V`yh{+XQ(O}ou_krd^4H4* zK-K^00b;g+{m*WC&1i>Z#H6LyX2togRa{$}F`asKx|9w0ZZ`u0H{v)`lZm##`+n%ZmH?CH@;B7ZKcJkB> zpG`|7*>miebra7n+}HEgetDJdp%0$-bGg%++>*EzMTdX;Ub@PXF z*7l$-+4QCH>Yf+0<<@3f@aRGI1LoYDyV-Ad5!2pjFSV*BFMYB#^qAD{-eoiH9??AQ zpuBqFy+e=gS^Qy~UTM55E#+Wp+QFln9vm`f7vE<&qZQgCf78A7@}CcziZ-5pdnmBr zA!u`148z-BQk&nahTi?y!YVe;P5-gO6>qQ2KbBeF+4gI`QhW4pemvmy1w+Z(v_uhTcY5(B5^4X5&(>=|G_wNNH`W`MUcxW-Bm0!+IG3IlU z_s>5ir(bX5K7O$E@qDpFGJkKVi=Z3iN$dA|K%@B zkUbn}@cIv^!#v%wEOBOK`UaKGYesWe#m_Zyrypc3XKQ~@bvY@xD(HYBL&YqysEyl} z>qypIjgA&y$5`9@YP!biJjo>n#dXnp_uadC_F(MiPbGV+q%sR;W*U4t%qx1$6ue;) zTp}I1JH_cYn`=SZY*2Q(Tp$%=!K>$xy;$trMAKC|MO9uE-(F=(J^63nqx3oQZ=_J< z`2(@Ve$QsE&=+_zztFMyW8)XT^uq4*yLQ_ydwu)yDM%Xi{?^9zS_&Ll9QrYbD?i++ z%lXw6|42dCf9>OWlln2*Z5E0((9S2O!^!qkWH&rC{P4wbqc`r&;y zATj3fp?HC9$-I!ZyZ&dBWi#imE32vh&d_P<`_yAckxEQq{Rdya=3letuszvs$@`*y z_T?)R*{;uI3-@kTZ@pU`YRS894%_By?D@5i7JuERVPfm~Wzmh+R13a!GVI}f&8u(9 z)l9$a(0zLj+t+eS-dFWAFJGC+aeXGoW1Za#5AA9bPP_&ipP4!F?d?-m`TTK-vrcsu zJaySoq!iP5;GUZ4g$HIU8UN-6HS>RYy<}OR$BuIz67D~EMX#B)+^YL{%{sppG_tUK z+YX`fNiA>0(gn5L4^35mcxqz7*4u^e*=GNEm>_H~lT+aQQJ;ObAm?>S&hYLQZIBv- z<<*)e%{`h@PIn({Gk$n#X2DaR9f$tK-d72px_@Qf>Vv;J{guU=E$8n(?Rr@>y*!~Y zu5Hsg%?UF$xqP1YDEG_0D>~P>9FOg_x!2J%O|r3IZli(N)_Vbox`!JP-GRH;|MO0| zAbjm@J*aEs*P^X{NR;8t`L##&PIhTz%hv5?=axE=qt?e+<(sOPR``39y+iODp{uEr z^2K%L{5RvBbZt7vFRsu(!kn&;*}sc-+bMlqZGs@ZJQD}`^R9XV8b?9h%4w;d8U7CeoZ z(OQ1*Cul%H@9~c$PSeE1wbALhhe0wsigaS^j~)8ztkd)B_L^t+Hx$TjESS5|U>fh8 zfW+9t-W;1@F))3HMWUsrQ&+^6cZ`!-vn|Be&EW>MSmRnJ&MN-&{rtH-igi+Zv)3+J zbL7~`00Hs!yEZyz%=!>6zw6$OM&nPnO-@8zySRN?N?no8MoEwz1zRI3f^-Uaj~~+6 z<6QAjs;~9=x!0@q{Z*Nm!<21i8;}$WaiLP{(#qqPO(w`hEYUq0H0h78xHIn`2H%#= zX-;dW?TM;*oLVa0DLi9YZ^(|bAri0m=dUnWmiSPgYE@-Mj0`mY!QrSGSloJv3`hbXhH}wIA zk!|+9Nl!FBv0l8)cFnZ7`I$=YBpr{;2|e}GJ$ zO6zL%e@#ERsZB5Lo#OJ>6VqA_<+dH#(Ot{j8e3xSRJ*_8_1t!FfqnVWhs%FTHq~sM zx1hw)qINkmS3Da=kfZ?4PJ()XWetFpJ}=<(@p12noiH_esE}XfrqVT zv?V{>`B_YyHBsGj3TGB5QAmSBY$VI~F2&46U1&Y>mCS_u3Jo*>~qJYrKAXUe;UBTP}b6_V?Iy z?2gKubhcwh;?9NJFTQRycr<;%%x&`LKP*glQ@N9-(zDdUEFfaX^&fr@kCk(61~-4Q zBRA~*`S9pFMm%RLh1jH*$-Pn^a$mwELl6<%i!i zh4SQ;68|u6_dL5_@u8j4Lp$Y%X%h>cdqDcY8%%k*=ik^_m6_S`Gb2{i9gTk=@^UmWmq)Zg8HiLhvqUr z%xfq(_3^opmuI2$x^MHAHP-OPobVJo;@91DV+z}sgWk_B7hnAwy;Sei^2WIJ&6)R( zPO9(Aj@jq>LRsLQvB0s(plq6MApp*%=L-~U%I|$zbnAr5#lsBWbe*2N>?l^cV<|Y# z{@{Fx$Nn3u_WoEbTEqU=Rm?Rya@csSceU^W%BVZTSzcr~5-(z9X{;)TvQF zvRfO3T$rUjdPbL-~G(_>-S5}FWWB*+nmo|zI-Cb_n92Y zN!vg@f_&jL*toub-bb;-Ng1iWyK7#_aF+MASi2vR6VBGyJ#K%hdVl8b<7>yvtw+u6Vo!GO z=CD>jG*|fHxz2*~FB&zBnRnJ9u(Lqj2U<8@zna?e`EqFS+;`v+ONBd@0`u$-=-UL_ zf91*hwfD2nU-R=lE<4VNU1<(+?{vR91ryio1W?7qk*me|kx zKeT2)+fc|`(_|lajM39-_WH9s`y{Vjel@vAd|g?jRQJP;A@@(eDz)kTAOH5=OzYBn zZt+QfcWzW<)eV}suI$~(I~G-GNy`LRz5<1YQ!c1*-fjo#N~oST&3+fDq%Bs{`=8%2W=O4DF|7oB1QND^z@crEMKl>}ydgjeMt^c6yJ7~O9g!6pjUgz#T zJc(78yO%g!oH^y#7LG|1MI@J`-k98a{p!g(FD|{9RVl73bQ#oaFPUt>`(7Y!N1IaO zi#^r9r4pwdd9b1CGPCM6QxQ-=WZStMx}k6~$>W(?q}}PJ-4B{xr`9*DVL#Hp>*uoU zyxlVv{Nv>8{_l4E$xTx>&gMhA+LRKdz++jihb~m=O?!7%$ad{6iEItwfAK#qnNHz6 ztp1}n`&0Wm!>5h!V?LkGJ@I0e(XO<6?%m3_K)Ll)%kvLPYZv;=X!GaT&U&wTxp4H% z?f#on5~aFYo_{!GV%)g*jLrWlwhrC1bK=ANjh}D78lQSDW2RNqvUAf6T_i-V8BO6h z|FAVxLvYzc;X|LaqaxDO4)JDlf(ua9L&X(|l53a*XZ1d*?|DUR^d_mbo}HEv-u=88r6b3NlHm zt0nVC%Lblx-J;*Wl<3}$)=58k$OIg2nH%P8NC}Polpx=AZ)Q?iVq)`znx4Sb1#YqS zx?%nY=D0=%i?hEF7Z1~4oanVhqn4(eqguIaBJgxp;_@v=?1;>l^e=8XX@~O zYdQIk-5S*BgHA&(Psm)@Ko6 z(+=t$efj*Ko~O;G^K!NyjCi;Bl)f`Mv?Hqd_^v7Wi_dS;(ePF5y>?&PKpbjA#JOzd zqe*if+Q8f4^ETURntL}bn}5w@4tw>vX4~fnKdb*(Y_9$FUH!MI<@+BTT#&ymbiM2M zC-1e4r)=eUkUT$F&-K$&z5gp8O0M6YyI{HP=F^t1|DN3$mn+a$2lhuqeGVwPo*$ei za2MJd>$)q!=zra3?`}rP|8|O_V>d%0R3cqIC zhdZIw$F!r`Ek9qDq-~h@5OkU@==@>%jklI(7Hro(^rvBWtl%^Dn58!}W(l(WmSlU( z*~u%?eY5j$f*9!JcK-R#9^PhR^Pi+pzv}3lBZ(WHgN>MYwTrb&?$vc4rQ2O@Hxyp% z)zZzn^sxEj{+@kVf9JkRnHeXw??e6VFzL?rReVU}_hWVZbN$Yt#(VSNB!Wu$q#-q|KW7(X5Tt*QJ?I#ILlXiCtvM9uloA; z@ut^@reAz6RmyPr)x4;_B17}UogGh9kA6Ei^;OYsn||rP9Zi3Gnm+Ej2`cbfuGM|~ z0GV3oGmTtjZokJ|+{t!>@M}r%xw!l4tWI6wcc1y|qDFIdf4$|Y9+?~GWhCzJ%wMsg z@1e|%Vm`=_?6u^^YlfFEpESw8Z(ez>(f0X)dBq9*Gp=1n6?4 zI=knY>Q+gQIieLcI`V&7rc%RLG=&MQcmm*uS3 zuxz1qb7lpk*Kk^5p8;=PP27?LGAz}6O}6X@Z9TjA z9&=Ch$~d?6`n+GnOlE#7n*4NvDesHD_w3b-+RV|0X_#0v3sn^WO{y}vG~DH;e>x1B66IW=P~T6ANIf$J{qfh;O>9y(kc2H)PVPWTMYW{!4_@DFn2ge>;pZ`(+ z`3y(XVVKQ@zjpt}$CkyG&%sqcc#57QOLg*D)t7G;hA!5b zZ^)}M{p`|f5u5HUOPKs1!HjKpOpMPYj;jstz3#c`-`p|pt8Y~7>S?Eg{~PuwSe#Li zct80TXqrsh^};pq$U>&vzMI7E78woPXD5L@?9#iBsSroPGEbKm(*NuO4F7qxO8 zzkDLLcU@V$SN6Yj=Z#-^zTA(xv_0g}mZ;ZCix0{xyzAPv-*)PQY@X>V7CkB!XH+EQ zvq2dVJcBJ}SMj5z;4Emgt>o9*P4mF!%UE#Evp?V)_S>Xt-qn3;{%NiL`&v@va(Jd? zRT|5|#I%(h56nX%&R@`engNY!_h97@((?CQt2q@*l57uK7Cex#cyj*O%s($Jnp-vA z9h>>5|M3}*ro%o>8#kO|>pFU=b22P1-q;y8FU8lmFz#ftI5V&N!N$c84g`Mq!}-re z_l4A#l!x&qD zXWw6TF!ff?I?2p}8JPxs_oOw%lzEpQgtaF>hl#Nls(0$dh_`DoA3xam_`!j~f&;O; zWB)CwQeK;VF6Q$eldAb!?oB+s@#hn*cQzH0d$kRJ%`^G!=~tWV%Y6NI>dcF~KA-)+ z$8*P>wc>74GHFsh`!Dl~a9{qAi?C$Zt%sJLPG*zXJ;athw6G|Uk@?lW?4|syW%XIJ z{`oKKROah5<~vqW?c8d}3z-Pb22X^}{Ju8x(H`9$I($~Hea*_p4^Djifa6Q3P~Wd& z>%MD#N4`7xFD_S_Vqe>7pZeBTZc5!vwx!-xLQci8c5fa%6U|YO<90o-^iTT`Jv(7qhnVz}eN5rO_jo$vx<~41f8m^muzxaZd+tpZp6NpEW zwt=QhE%?$NLaGFv{QD&5@|K#}7^v7X0aWXXnf8S03+nUij_zM~&-* za!t;5G(YwUDJRMKII4=bzY9HYnR4gRr){4mMV(PR zHRWZktcHM9+LD8X%MSj~Gz*D1jx_AN&hMdLSDxODiUj#<1~P2!e9h0FPj3x4ZF`Ez z@1ND`=GzM8OMk3kJyrbG$YJfKnL8Wj?Y{i#Af618> zO^?qs74H7k#`RjFDI3&~Zs))Elk?$)OOKXbR=Fsh@V5KZiO7N{Iu=D@GKJ9_Chwnk zxtC+-Z12eVZs#vgo__Iu!GZ6K8htz#KDm;*cW%<|Csl=DM_2r-0WES_j>tcCI}2v5 zn|PY>M`tedds1 z@;iqfxjg+-qM0=B55vhrCSX4+ABdWF#V(h5-j#hm&8L@qTc7=5(XQ?-GQP%_9#~vX zsM)<06tR~docPWL8F6^}JJtNs8UO35`Wu!#G_WX=kg??HI}kT_pYWB{_rBa)cC^p- zio0ZA5dX@ot9wA4*R=&z(rG$ThmPd!W7^AIrLm_~OoeySnLm>*E)ir~F3I*d@I0^R zG2_k;xAgD9hJhtB-h46fOxfAHb*{X^#$}!|;CbhqyKe*CdM-8Xb9wPi%5pKk()H-V zuWYwxowc=HF+Fpox^8p4S5BMmp0)Q*zF$(hH`h!1MvU5_OqYY1ZU=WLSA!OJfewaE zfRwhT--YWRUsf&t^Bg?E#^oo&s(xN4IsEpD{abs|r)|tuzw-Z@5oFF>H$__GP4_7m zkB{Q~usUxi>($vRll=7ftX0o738x?I-28y$g=xh}8I}5uB)R-D2|Hiri{5cTUz@rm zr0$u2F#5GBI&afE`}dlxYZ(4+<9||G@$J)TZQV(a)v$m^+8Cm^S~WQHjFvU zbn%S;^30a6kXiX7o&~=qu&A@__6&<$tFruiX?gYiuG|9mriG3^QR+9YFB5M*{(4b( zrpm!gwSy-oJ#fi*Q@?>ZTPn_QMk#pZ-Sg0uTRerPJ^czhA@{={&J?o`MvmLWs!o6U zzBSU|)z{ncQRf!EzU{KRz-h0Z6ypm|DyT0nN~6Tk!hLVLLznf&Wy& z1EyE zJHBdmvQd~qMO1B8sCmV!i~#05;i|~J&rUn)T-%+`cYNvgtJmiXS5IPm$vW%0{@hO- z&7XOiKQ0CL1L_)O;4_@}f^uz*-)8A$7K)e`OU~ zH;05sin68o7Ou?{cwgl?r*^7l0C(d}^QjB?qq?+T_y$)!epTu=*fT=M*&WXAhPM=z^%?$cQpeNu)aov+21 z{g7py)s-Xs?X!M73=saGyF#+EU|yxcAy8>*!g3Qd*TgTs=dUk3-xenJ_2P!z7wX-_vUzVzob&bA_t$4bE0^r8T(ZGhD`|XL&;37ice3ty{q{(csr)-N zu|1aWrVF1wk@@*d=EtL#*}9G%ImG=dt*H>SIQF5ib$RX96*IjpMD8Sf0}V%kjWB+9 z=&kSjon=+2o(Gbe{TEOF;y_PWPKcTBZoKz;Vbt>D6OS;J25PhY*0yu?(33|zh4#kpanqRtlH-29g>~nOe9cP9 z^dj@A=jOZ3OLdig%0DZnw@To41lyNQt8{mzMwjO;k6Sf&@`A?qlj_CPch(o#ZuQ<4 z@8%bs=GV>61ZtcY_??b=zvnAxQcdp6<@#n7k>X>IKm%hI%XQ~m7Q3@`c8ZY4r|;iA z*Du(*?4yNVr`?PD!EG~-rdeGP4{tJArMNsVt#^B^-1O3#bCxH~^_FL!@0qdf%nY&n z0pR87Gqx4@oCdG&S;wa@@%z~F>}AIeGplf)F7S!ASf%6-)x3;yReMY}OXr!hq9H0a74*aVt!oc54m+EzQoHOnpDw%zem%4F*M%0EHJ z<}hQ_p923qd@Bi!^M_g zQuE|^cH=I%2j>)Ru~65+<-O3I$h!FtW@$fsClsTwYrk)SyHj+UQ}^pLpicN68)k0k zYSmQ7{+|z*|DN+ds*U;9A;#Q?4ci`kyS4kzwg($ZCf`p|eX#qFn11W;)H-XSJ4V7W zHVvB_lMK&%xW&_&^XzWrYfu+9W?$E|y*@%Gc_)0b3rMm(ESUF@qx>I>h3U=1>shzI zzvt__LGpW9R@1+FYt!DI?Pq$nM;wdhNC&MXustlP4_QgzzgpaJvP=G~cpu+6AH~j9 zaHsEKmB`7oSLd1hCpY`x_V50SuNx}6i|+|zSzo)+i>Xa#v5(g#Hm}G@2{Om;eXCsb z=UNm`;Jj6Brl_5J1^gL~88>^XedBmcL}EWO=79vkmf z`g_S(`O#YAM@P38gH|0@#Ik|b^?l%R-&6d&O5|=;+N14yI$r4@He1$Iwg=Is5}bbR_fH~q)4lPCIrO4XNp zH@#w6U(fb)J>s3$+qkl&&Q)lq?|}@`T@#;b{CxT3_urG|JnY$CbS&EP@m%`@wOl;E zZi`5K*{*5u?f+?!9en~j&Iw4wKgeCNVcJ6h@FHWK!-@s0N4mwM>zY-LGz9+vCrqvw zOV)L5m%=K~1%25aD=t1KtFBezMgYTx6ivd&dqjt zKJOQymRYZ#+TF2AdSI2Du;mlTh5PuYgSUKu22Xw;y?EVIXbVHPDev(EQkNdBm6YI{_Sd0%VQO?iQmc_*uGS5E)GMIuvZhR)L`Q6-nW z>a3@0FSjasU{#!;(k`vFCi911EGVoEc%L6Ae!eLtBE>|QJ?|N_ox>)O(A44wUDnCX ze^Rru?LE%RO=qjrvMW_Toi1tb6%muqRJGQ3Vt3fnDJhzYmX*=9U-e$8zS(!gW{d)5v1sgp2Tla6Me=XV982Muh|Nc{r&$(|4sparb(D6BJSnyP02h*~>XVVK-zst32 zb`^W~N%F~={b$nM_+rxeVszQp)vVX&u6L|3yZ~NN-I5(MM{(x-b9sCf4Ji*L`x>>6 z9}wMsE$iKdEstiTsCQrYU2r|>!&1?i4qtw7pWCCqTHk2KvtOT&-LZ^O+1DF4toC>zigfwg@N|_3I*<1aOBCbm@}+5(%-2P z?CW{Zb&u7%%r8;%19~Q>?wa_KnVVs6&pq#;+ebKliP_8$-}L_I=OrOg?>9ZmnPndj z8cfP%J7}>dAGBapVTa(9-H^3)x3ltQ%|91c`jr8^^xXVhqjbV8G4JUt5yn^Y;!?dOw|P#acdpsV=BJxaDI`t5bwQ!rchhFM2h;!TjO#a6X3sNbKjzgZ zt&t;i=1}~N{a<-F!ELBXpVs;qdp(ivelIR}quZ31{a|nN1F;J%HAPH+-#)n_U~=Eb zZ^8e+PfR8~Fq@oEvj(&VU=EAzOk}+1Hf(1GfxV%=wz6i^A9XN2Y$g z@^zKa?m(F@eyh2+iWU1rrC*L>+r=Nt8S8yE`)$T+i5qids$YJxaMYgpwCd-!mAxW6 z&WcFX?q7IFsx3GHJV2da>tvCknf+Qq<3+HF( zrh2K`33pub?@e~O+TJCt9=GlPtD^}ztBRc6gI z_HfnP3EKA&jOb~2{t}xv^BcE$u;hPm6Nfc#4wLzU1KT+bM3Q#+HWY6D7|X;n<>z(I z4<3!TeHsn3L4&M^HK9v7f*i?pUzpZHNvxx48QM{s!&h zgNIDmq^CzX@wsyE)_*6+x;J~$r7SJsBt27ozatO%FI0zZ;yIwYZQgoY^>$q9QF z7l8Ww#}DZ2fu!ik@w&6zTJ!ie^gR^VQOI$}f+cT<^o|qurq3^Etrop+VVB#y%Jij* zKIg&Am%CfjKgd~lCY$i)?X+&6erJELUHSU2UER~By?Y#L{a~hD&;z^R2WgrG>MGyt zZ!~`7$=(aGB(*Wo{QMbzaV?{DpwV!v_5*XBLF03sj?bFjU1gfor!RJE!S|=?8>cT^ z@IumRcNSCai>Qc;PjAgm(d=e=u!8^M&O4i)h3||LXLzs7^3Is$ofuO&Un8Wos;_fc z@xz@;|L()SlT}Wwzr1hZn>kG7evQ`456G^_yV~o!H8k?7Sj-dKUK=%iRG;d)RaD+>;|r7el^ON7qi8WAkiP`@SdBi*sjAWc)sp@$t)r-Z1nMjBQ2Uw5)!yYGrZxAx!J zUR_;s)snSWTz0;^dTo(rU6mKj z_aPB1U>&#US3!pFk_?Z7a~DLM@!lilqFz%0*^c`8iFo?M zXUoq^`cJk6Rm_Sd%U_uw`U&?%DStB|k zT${>C->OMHYPYPm<}c>oRP=kNy1~f|Vg1kdpZs|-lXHRB^lQdb{$2VY-g4H$IU2lS zbZ_GIGrpTuURvbXI=_7X|IqY#3%`ilHP)>c-J%+K{nU4<_;{OMI~QHHM_=}-=ys$( zQ(OH#@YB<8#WUl-Et8RYwYSI3=u_y-g}Zc~um3dj$)OiB4XTelh!2Q3e?j-a7T7e3 z_8)8Srj!$DXHC4t<}LhD&Zlo9Z1;ud+TXpOd0xG@5&n19xbTb59NXj{`WkD}HU7^% z++EoAjsdg)V3LYn+sv0Qe?3y$AGv7*&(Zy$1po(jT2{XI_NZE2xiy3B>&huJ=04fC zb4!NV;(a}Fmu8Bnew}(}U1>UZ>8$4~tJ;E}eNpgzByGNeV%UyD`9u>#w(P=8qQo6?RRc*WdKs})VCYyHg z#XPD9Olq8Vl1d;f=}sT%)V`9HXq?@hV8Xywx7GWVYUHmRDP;yKB? z=<3NEfs-mT8+e;6yw4{eTP3<>O>zSB2LE4qil&h>j^0`Ke5sYyvU7cgU&KYO8Gf-d z2d@j^S-Sti&b_A}NvkY$`{QK;TGj@Ml<2k7&wDqdzkjB>VE^{dLSoGSp6 zrN=J6NS$@@R%evUy{QeEH%`A2ef;djtcnF}ENAi;f8Qm$niD-Y`dP~zYMS+L>Sr|r{b&RfTFXUBI?dr*V{w5DVMTgx+XBi@#v?r9dAr#bGO zXZFf>nc;ooWm)=*r`zun?>@OpCo?r;bG*#gNvbD}Jn!62`LO!B&iVd7*Uy_Tdl<5R z;h~7O*8K`Ox`!cy7~Q`v{`mOkkkP!y@#jCTfBxe-^SQ6~s;qOa?=?Oum*%whvNPwp zSG7*RCNbtuuA9lG_`)o4?JnicwGSWWFTO75uVz;{>&jNKUrW>7{=H8B_geS=*Or6- z*sV9rTe!PE^Eo?c_iW6^`<_CdUd?TM{^xq}zt@)kzaEHg{v235Q{yuGzN|W_oomwS zx~_PyTXX$pwBF;w?FARSHW;;U4Pu)1q&|A@bV>cTxMiuW^8~cy@)9pXvyZ@*D zd+q+~b^5RFYH-3X_;nhz&uZGkFXiv{RMlMm&MWly+f9}m#eZH~{`)HPzv{qdUw@}B zQgg!YZ259sdG6YMFV7n6d(kWUEY<8)s$Y@)%{5{&TqjcRZ~MRK_o><3Mo*>|UU5F% z^X2;aFXAuHgIa@8j7_k@&_<{0%K1qPQd!rgTKxSw=U;wLhD!6;pK;WD8q=ZTYpN zbXl?9B;yyionK4dNSrhG^4mpzMN&)K%Gg;aQp63~v&J*Rmd% zCvflo2hbKGfw&oM%nx>cmU@$SE^^U#&l!h(KntS$8f?`M$aUmhlV+cCddqy@!fPfG z#!g1Ud-a0(KR=H7W>h4(yG!h>wxfTF-VL5t(J%f!Pr7|0RkXbHg2K;<48LbGJl6gR zUPHoAz3czBKBK`uH}jB);{tBKk48hs{N7Ewd1ec1#In}bR14^l7Pdm+`%>?`$lunp_+Q>> zi&ym>$}#CZt;6=@Mupo&Tp%A+PdIUgModrFF~$ zZhUucoE#1Ap@Fh<$u_4)IzKBt^KB2G%zg00te{AmVePr^{~~$Vf9*tL$j9_5q*0u=w_Yi*NsM))}5#!hd|` zmxmUU|K-k+yqG)VqOP8yd4SF_$$iD3!5eVxP#L&OeBQciNAI;BfZ3j)p4YiBqi%J@ zR=vJ;tSWnb^Tq#pwjMPsYZrO(mB~DOb;YvZdFPJrUmKUB?OA*_RR5}EU+|(-w*u+3 zf^JqNP%T$bApPT9tQcrf$cCD&Z_1|se3^Cp;9o}2M!@a7b8erLf6y_P(Tf{XPC^P51s5Mk=bc3f^gx zyz{873zW=d?y&LYL0Vu-*IaYCd^xmu8)*DD)nW&)%pJBHTH5#1DmmVlh;e)i*?RG` z^8Yo9yjIyhZd*S6>gflIW^ecAu97;tuidTo0`I(i)qD4Bno#=1Bk!v4l8))I>nDa;A%%XpMXO8h7 z%=sg8=9u7_W0GgwxYLx`H&5JfSsywPtvE-R=~Vvbj|Js7n(ZId|8LX3duU_MAJu8S z`wwrraaVL&@BGA@7D+cPk|Wpf>|1z9swp`VJm$u7d{giaJ-t2c^7-%nReoUq^Zx#a zrHU3)dgYyN{!pCa`Zu;t@IUXVV}hrSNuGM-mEhc3%G17SV#3wA;QbMM=H_+(?@vyB#6;H79bW<_$4*@Hf{m%rIu*O#3= zEe8st>1_{9%nsRIpP_2*yL9&#W+SoWo|PrDuSOZ3iZ^@EcXj&3_66bmzn7WI9__h# z;r6S!-g{s6iv40b5^tS$WMkp6jTax?I8mqr8hCps(U%x7WD$Xt|QK)|%uD$yn&=K8kbBa<9(+^RdwM!~{r)r&{#%awJE_ zeKM(hK#7Pa4P^KK5^6;;;6$m-14}{!dQ4)KPS~r)aV3&dvu{{wJ^>Gk~3Ma82{R zgxcBP1#k6OzWw`X`T0b5)Cvs2(n*ZeIZN4h@j_0wxNzZ@t!#z99&+ZUk__>WMTcWR8 zm~k6)5$BepZKr;|%!-|p?N=k5_h^rK;l0@n$M5acbNYMtwbF(A`}COp=EsRIo%nUx z%&(8kKuf;$=6qEMaX z-YLzX$LA zJkK_s06 z4o}Q`5biwR@ zs`~}k|DE!2Q*_S4#(TTfBlqznR@Gm8WXoVTL0h$Yub1~P|F4^J{H0dr&048u8~>zCyhcV9G7zUgax^Qh1o&1zMJ#L>(EO-uNwv2Y*0I^zxcW5=i9H= zPfFY1BX=`z-c7xCQTGB8bq*hj7uYrp($qLTC+EK0S^w*Y7Fpd;**NXwoOfw{<{y$}+2i_tQIX}NTp9nx z*M%zlyz5*eGj+ALH^&IwdQ?2ca@qfo6I<1V7dl?MsOp`zE_C<8^hLj;@-Jew3V)XJm)QE^2zVZ8IQ)#K8=N!U$=3+mfW`- z)WUe(44NLg#(HVCiemL0{m-CkPlh?Yud(=7!3@v&yv8ptC#wCuY+xMpz$Q3BXX%c{ zq={!f`0mx&1KE1>d6KwG{-l;!;;q_{dyda&7O-*Y)SnOVDz5T&IqG`$@{81oPrG|q zL-VI)bZ7m)@juk*_jRKU=YJR}yI<~+usAOvalHD#1XDMQ}c(sIgVB3e%^T+%Qr7;{Fmw} z_vO|(4SOY_^H3W=C2+b08+>x3e6=s%WEGeG%Ll=eZai}=+0JbU-)=s0_N;q<7aiRy zKJTE=wz$`K%OvL|Wp_(AIj#@yXZabw)UhvjqdwdG<)Jfw1g!}bJM;Ee)Lt8K*!i zWO^>il+N8~+HO(qh_GqjI-$Bik?$>A>kg!+pL?^qK-lRC)4!M8? zN!!U{d|i{S&f?CEcYD8Oj(29%tNkZCwiWf>Et<1RyuEa$&grLzR`y8jI3popf2@rw zd6pC6V4i0W!@J*l3aPYjSU;QV`GMBr2Zt;R7}rRb9?9@q@A$EMSD?c4pC?bh(EmL7 zee}HSNsj{_*ry5O;WR9rlF?OMo=4UPZ~2fXvNxgJ4G3lzzys9)H+j6cKgn5 zO@465u;8J@jsyE{J!|e^_++lT>%!*z*$(=aoA+J2#@!QSXzCU3Ccmq@%6nFi-@e(W z^X_e{ubn+rb*1K`rzO3Or#l)?_cVUoHJMk$Y`&%p^X6;N>g3ze+09G~BsQM|A9f(J zqkt>sQ2R8;teW(h9~Pz_+8>#Ar=v+t=_*}>Rl2U5XiMzH3C z2K?{y#QaEut{O7`&Q$mK^2zCUF3mioS@00-oQ79gGgt1qtFr6K#=c{hU+v~`zv}w4 z{*_#{B=0NlznYDj@qAAmt{E!yS1pMSD{`zWH)4yoN?URub=iRzk3ok!%wZBgR0usH zVQqJ=z~{?bH$`NK^EGm}A7}*+_P=>^eY%5@Tv;U7%~rD)d$k?gx^G-b68!#ce^1=` zxgxH*XG1q9f6U$Ouet4BspGfJ6Ly!J>1a6J)9{h+60b;iNZWfB#7O+wFdt#2cao>C z+JOd#z~}BVo%mW7$F!u{TAwj#-`wd1>L2u<`aXDd#1(McyP{3`0n_c8 zaN)}>4XS51XDlmViLqePlVKEh*rlj->Flg*wc`EfF28X87WL5CM_}r1-B0mr=4x|4 z`}f&tw`#la{o610<~=U<)a>J58!2pYIDr8qF>RLf7j0W7j|T)`R5>4n`&eIh5z#6nEvKJUuyN}zSZOSHBYuQ9(uNa zYCcoiT1Z@P=vn(s_wt{TqkF1q!Q1!iwU_S~HD^?hy!uM}iAZdu%u%=6j!kJ{-A5DN z^VaBosk*wl$6)L9d*bPv1Me5D+1X`wCF0c6#@kkx?ps~H{|YqtvUbkDO|V&w;-j&u z_Z22iJ+jCv`{|GEMSr3#|E+CEpPRzB?z&VK_u6PZ=3iI3K5ydU(i2}BlWv=Q+T+Ew z1q!bXe{zDq@@w5N? zO$uQCv;myO!7dg2e~;Jr<>5rNT8lGF>ZQ}%{za$%i`Mri}d+&>ae=^Rp6X zzI@oc^YgRDxe=!e{zY5Gp&VHiC-tUPZM!=$5`hwWcpeii&J_84zrmG-l%U$Pgjzv{leUANoVl;K|3 z`_=DeYQ|mT+hnji&Zzgt_H#eP%>{B6Y-oR=bsRh_lPK9&|NPwTS7F_rLcvEr@B|HJW<_k**`v~4Eu*WI_Uau%D3Wo6{f>#{K`t3O7rnDHBQ9Nl)O^F2Sd z9}ve-{%zaQS|*lGtDVXFOM_eI`jT?b8C@!-$Bb6^8|hpPJ9NHu^TSU$Ueb&O zvl$KYa&J2%Zk~DU`+u`T?dA8tdt~)jZ@R#{jpK3eS#S%Gv*0ny4#vWzl5a1+m@C(i zt+##tZLLR(#H36*Y`b@CRq9TU6uc=SA^$>4)%|i0$Bwfc600}ogU$)$*zu7UI`REi zHS+u!=?34m+rhirSauXL-8s}g@8B-J?ejS0tJq%q{JCVT%#>%$bgb$&XpPbjz6Wj! z(1YXh@(LZQ>#QW#iO+io)@i|*Cohz6;eN^){mT#d7#IK1N_IO9u{!+#sJ@k9gdc^$ zzW-FZ8jDVR$nLBx8AkKI25I*Lyyah>y_xhrkU!pZ`-$`oc`kv!mY0ge`a~RioBCzr zuT`STi=J)c{9S+hU-rer;(IGLM(tSFa?Oq9P8v&3^G$GOX5CT90@(;MO@CUf$yxvF zhm$T>Jm%O@$a2SmDQ^R-#g+xtyj5ABmd4H5%KGoO+%_-YV$0&yMxk(@H)&eE_cpV9AqV zGH=+jUDF_pd7p1%;^dFHTs-_=Zi`fa7e;XOf*1U9ojC+PZcL=&-JZ32ljf)>&R!iV zuMjz-E%?DP&4S;mrGK+$^{@DN+GNMs#(K}*i^ibE2&`_0HiAa=@|j^fSY&RUGWzWH zuxbAna2W-5dx7|eyLVWod@IXq>b{-#TBYhFng#PU4d!jVjnO$~B|8!4J-9e)z-qE;!-B{bdIh?DuVS{Qp{HN5905^AbCvdG2tY_{-n&*5EL7 zp`OL@qnk48DrSnkIXCm1X2Elj9mQNW^$ovga(?-4ENrr4_RN5Pr)RG07ua!LK!Sg9 z-ii&=6z6>F-VU3sbdPvFbLEu6Z};@JS}#8Uw!MJeV|A+eQGLB@6S(GCR!P-f__f~g zJl~gRXX8Fhzqovb>ht1W`>7K)lw7#|;%L~`(8^is@*R(}GR;a`a-eqE0gE}{BQ!w{ zfg~Tjyuzoq|CE@neWnIpKrlD>0iSgK`b+Km=Q*x8eQEymxAT|T=P%yxQ-8ronf0A9 z>#?aX*tm9IdB^e@wEYou?vx3CyqNnI^-i8U8LPqB3uHQIU)&_iEpfATw#?>XUzYIw zvPnl^8{hn5A4@A8@t;PYCItC<=C7HuwCvc<_qn^pKVQ?CJSl8%?#EAS%OJ547q=4> zo1k?#ihDlrEI&~E{L}1B6={=Prhkw)4K8z;%ljIum(AN4-MH}J+Vl-IALgci+FuFr z>D{0QejcEm53j*X(?DmtmX^Lf_orl%>h0;ikg$9%Qt^+Wep8aWr_|mhrYj##oVEPo z?)i)6y<+gpG}*p&9wX16;DW%QDVLTCCVl+=h&^Sk#KkWTN%N z$fM5=J#tOGOwL-&_#c}m$Fq<_%qra13;6C>vd^4SP zmSgUr+oTK5A3Xg{zy9wMcRknmJ6a1H&mOS*`6xxBd*kV@cb^zi$`Y3wsv0)SmJ4j$9tHMP%RZ zRq}J^%G(+zUh0|r7gYE}@iu|>`P(>a8kEHCU8`W^t@8FrQxa&opR*x&r@!Hb?_2-z zFa;iy`Mizut6$K(d-c!yg*M+z`eDTTMJj&gj4xg%HR24mn=XvIb9IYYb(g2wmXfc# zG3^+MzXolG0_(6HXlC` z=F1;AAAYqk4$eC)1YSCl^uTh@2A({&ebVWVmOtj1#tdTY?={Z+;xo%O*}?!cKhHkz zF!%WYKA*$tEw3MmiB?$6+%3+@d-TA6?)a*! zlZ%r-y^(NkOmB@ez4$@=TfVHbrUB@f2##q?=O<0z*5j53t-c8YS>LnsiSM;Tnyh;j zHa&WHc=^TZnUfa1t}^aBBw76G+86nxtKpM>?YlVVWTo`ZGl}cOOV?l9vU81sZsn(p znKLI@F*iCU>N+bzr}v!_UhI*Q`pG*fVDHicn^O`cy&9i?IApZpd)U77TX!zH{_@2+ z=4{D^EmbX>RMv(HuYRI=uZm4$!;GVU@7!3oef@3YDJ%Q~(@x#0d9iMr$a>#k_seH~ zXBKV&A4_Y_eE#9lGcJk-yz>R#ot~MgC;8@0+=IwXA9zwhllzi;n%{u+G#3cqde z|Fg!qUwmfUCM$q~kYoAZN8n8k*VJ1|PhUt{FjFAkO!}^z#>Qm}MJo98eVVKDcl*c6 z1V52~mN?H%-uctM>`Mzx8Qt<`F~ z?Pjs9(vsi-oj}nA@~8L7>R7+Xjq|fp3xDok zc*x?IZ~$WFQ0|cu>pT_3nfyN(I=A*bm$*^P^QLjvIm_iYt($*Yrf!ooIH8zqR{h22 zd-1UvOXHt{Our?W9&bC&D^hm#i6x>Eo_>^f`(~A{V>0c`om+XpSL^my=P#dma!>&xqNm;_G!b`kmOIB-nlFNHTgAR@w*nS*!K+I%U<)miq$(hRf*Z1 z&uGF!y=&WR71oB%-x6ngh1vCdkHC%d0ym;L-n>jpcyXYrEst#(XsObycK_9lX}5TE zf}35d<^?C5*WB=2unV(3-PFmRx6QG06gVVb9@!cJ30D` z(W0AgjaT$@HP*+qF4x-mt<=l7DZ#!up{98|Xv0t*`@F;56Wg|cmuot@y+0aY?Dgf< zY*(+tjvJmU+$a`!lW6_n@0XU_jqjJKYgiXr+cIYUd;7&?QG)&A1e;UfO%LLxcSEZZ4PtwgDs{e8+#|~I9#)fV5?i%imFu+ zi4P8$d|*~Nn-}>^>iL%-%jg%P(o5ES{apX<0`J+_d3(>+u^g;pJ2*o%Z^edn4?zJ2 zX@RU;Eq?p+<&zToB{D3)e&B1eZMu8AhV47^{inteK0oy4AAEFR|LOEY9ZiROn)bRL zY+MXI!~2@CPEFGD%s~IDX(xol@2A)~B>4(kaPi5ovfpWVJy}KeLi%@1}n;=v}CH=WnrNuhc*Xwzkh?dt3oNfHo&Ws5ThZan7f18+Jvu_%y|X<++2<#DD|%rcpJUuOFTb>IBU4~#OMuJ>42oUxGb z-jV|fPtf*sNOD-eBleUv8-{!bMUDjmVDnHUY@B|V{y5KKYiAReB-kn&3n~W-FuX9 zzPM@TAJ$Jt(k=MXJ~0;MP0q2k-Sz6j@+#)Zo#zXr-dOT}^Jw;-@*+fT-;tGnSLwbs zp7BgO@k9RES$*XnQ%)SdvE0?^?Io2BFU#W}ME%*qJSoD{ZsATbr_Q<+&i#JImlD=z z8p!EIA3PLO$silC{Gkc>e$78`RQja)n?OW-g;+he!s0WZJ)jMQIoosgK>uw z_Utck<$i4}!&c4LJaZ4|^4{&9el2pbc^td*5{wEZ`I>Fp56UGNwCa^7*9$V*`Y_8e z+P-C<f0_?o@umHYnpF7D^euDEj` z<&p6m@KG-hqHccf=Du=m((k#hYc4bJ`)%#uSDBgjnPDc|IsVHIX1%EHCb5FCE$sJPR3sbY@+jctmfrCYXf{cX#A4AUOH*G21Qj7n{ z+t18AaBuguUq|2k-Ss5(nemN!4O35t%PIky&vYJKzM*e)_RFG0d#42HD$YA*lE`w% zk@;alV}XLlcm3)69kv&w}^)K_5E@z0{`6FE3^(E-^Ql2@-1j{D9%d){~#tn0i;t zwhr8AW1+yGrg-7-jn4uvGJj8xoBd{HYVN0XZN>8?3kxn-NMye361$de!N&(mw$DE? z7R^kZ^7`V*=2<^@mLF`q{NO-lLBpMdh`DOQy?G3)FQ+VGtXUJTKKn%{bJNwAcQW1N zWERX?_w-=n=LEI-Mw>#ZbImhr8e)W}o%?<4;#CXHDPk7WlFnMTH61;YX~CDa)*QT6WI}4)+@l8!wmEwf8Z04tkZ7wzS9R7rn7Bl9I9H?VH2q zzGVI0B_26S9nw!uernzu0*UW3dUNwu&^b||1ljh&E6&Cgrq}}CYO!<##%Y|>* z5a+Dlw;1f2PmOcg%~vKb@lkm87G?HBf{nRnG7GPE3NJA^sb&6cW$OQG z^F&S2{_A!x5`6tFrEe&Q%0>#c2%#r?2%`d2OJ;18ZBsKo6g94Bc9D9<9{CL%x#XRVmds1 zEGPaQ-4w)f|xdj5{-cdA-HEuGVDtjyCV#rBwK$D-D+ zlAwB{(dMHhUvuem)w72rTdP!`z?^p?v!Lb9gGs5J8SCb6EH_GeZJZIGrEhe<*r3__ z+k_aG9ooTdEvNr>Et}=rxo~-=f_Kp5|5IJp-kWS_b)loAvP(SDcy&-N-+7a3N370;zsD0#7KR9vngA<+`{;}D( z?UgR>2~@9OlRDwD?TdAAy|EtGwVze9*p?o>w7DbLzVZ3__h&tnIsK%jCLKEf$y!IB z@}|5t@v(dJK;6A?s%ONXB{5NtG%N~5=2&p~&3K`m*qLwXrXI+9FSK_1H%s;XUwEs2 zt*uF!!}g}y@s(2cWdFaLEcbAH$b7SSdZx~lIaL9{uQPe(xbe*~VfUNHtbVR><{#Eg zv9o7@TM%1M+AMYt*S?muukqxOR0}pg8D{kZTdFcQedM|EdTHjN^aKBjau0pnv(s#; zAhUXJI*BGD<2ujFuy+c+URDsw($KkceBAso&8{E^8=OzW`EIh*^b7aC*VtaqUwvws*SEtr^#3|BUH|T6_r-~EawXfRzNh+1^`f0E*>8*=ti0T# zVv#A-6ZoV{>{=$rn!k@=WkP$Tqg3jp@*Uq8oF1uI6bj9;;PhjZ&zija3jgEwD5huP z_k5WvKU{rUC%)~B9P9oEhi`nJo%uWUi#OltB}e4=mVc>Xxc|OB|4}OQCD-|qjs=$# zB+d)3&q%CoYkqKKa}%UBHJy|F+Tz#MUayVjfPzW*`GH^DbK3d!`wyzbi~X}%W6N7V z@7O<+KaSHSEekHmNKD=xwq=9f;q`sVFlYMrKhzSQFMDn7p2m|$(kwFAHw6;u~Yps&+`MF#Se~H z7BIc55-Z+U!}h*!^?rBGJ^8B38vMQ)@K$Lqy3;MR{6)~gBS)5RwCA05G2KmIjtR#x zrC#^%jiyp5i2!Zau+vMg%3ara?!Nu9N7H1rgFg(l zqaxNnQ~~AB$urv~C)};%iP-s5+NUY|hu7OSwQJcHoPKjy)K75f9c7Q?OcA~tvtRah z74L!v3hy?ZxT3f&t@xPSvA8m(zpIvAIA8Gn^!Bya8}?R2*gqDkephK}FEiauY>o-{ zu{C|7x@#^A#QZ)QoxcZsZ{T)|f6_iRg&zMvtz9Ybxiy@TZ=Z%-z7b-~nI$zlE9aRg zpNGHc@}rkNooL#8Y~_w;>oXGPs0kyP(Vtgj<2Td8#PVi7=$?}FgEKcj*z>?xcVXDg zg6}cvJqquS#WD3>;jR53l>f`qRw_fm?y^(#q6!BdLHh@pZ=9$6bp5l&{ou*@?5341 z2O|$B>^WY@%KiJAX0gPXD9EkObMC4LoSR_Qb97dIf)S{!HEusB`5=4$EO({jN`>jV z5r(hw-c+AmtU6V!dap8bzx=U%C$?PKYB8A^Mf;y1KnT&9_PJ1|EPER>4c*R zQUmPTwW`g~xQ@*L`XiDxQSS6RpZohKsGM^fL^|hA^pr@w1 z&R00U;{Cl}hHt`Tk8LSW-nT{P+|@smJ_iLI_F3DWIbq5FXL zd+B|Z{Wbr}toto2vSoVoJHkOZ;&Ri>J)nkKAE=gk@USW0;N^NPUA}WN?CE{Y#>Wpz zes~wj^6`_@k%Kx+RT9;5jJCahGg(^fj4wS{Q>eM?8K}9)u>nzdd=EFdmhL7Tue9j2 z^bDVxw#N_76c(`Uc|GY(X1C4NxO4YHzV4gNw)9(){?e~%M&&+p*eW)chpKIgJHCB~ z&CdHG>>;uHmuzzP-TFm)pa0&pCkG=xC&YXT-!MbR-^LJL=O4fM_I9Lla(~1VHZ|e( z55af8oNhPv{aLU~Q~sRE)B9<&CbFgbHWyBfJ(%>!cn%w^5B6C`?Pt{~muq=@q(EBd zKQyr@mYSm|7{1MClk_LsvkPZw=e@snPv7?as;3$s-Hu)Q$e*l#?&|7HUB{YDzI;}V zKOg-rd>f&1Y!dI?qPTFCeglhaiJr?hxx|F$KkS6nP{u!uPO65h+39WGE8Ko?=HUlt z5)0VANu}JMa_CaG+wuqM`8yUmzQ{D$tC4=+_WY{-O?!Q|-IcBWySeW6jU(9tZ2J4Z zYoz~teDuzzmmhZ+U3#!6(?D)nm@r2F1kqQe~mbpWOThi>C6*wYx%&r z(?$!cPaP3|o}&_DA*3h6Dc;w@z2tYC>!FN#QO@SSsVY3*-n$)2RXOA;oH*wpxMBF( zMdVP4xgMx3n^zZ<8P&f|e#>^f!;J+G9d;Bb#4vEgvx0PUH2)1%;CYtMekk?HL09Ea zoge#}j;72~{3QM@Kep|2f|~q|oqt+#!&;0!-n*ky4IWyMi?QI>I}oqWoS0D{$r2alu|+dtv;QHz7PfZ@Sj zo=k=haqT8*jz6@PFsl5?^DtI=xM-rmzPk|@4^{EHAM&}k16-BsO}5=Gw?~I_az~r+ z!$X|~4_$WDFy*{I_K$b@PYz3a-{$Re)4(3L$=KF(H0Apd;}&l48Q)Ktt@%rfgq!4Q zS52N|(hAiaQQvI8@43sD*S=!m*|TGo^?cJjeVuFHwA7&Ij}qVfW?gQ3>%F^R)0QoE z%`LZ1a)}o6Hy^b=-#lv~hq!Oc$Aq7tTxcPv*YYwCe9!!yG|_KgUU<#iQ>7)tAz|YJ#=b6$=W(snMC#(|V5T7R-Q&DD+z4zla>*@S&Y;-p7 zoy>ITUh=*-ygq7nkgzd%Y;5PfVwcAZt;7w!n(b`+^mqR4Q=2|5Onv*81-04UlVnSZ zHLZ)E{LXxnd_u@*x!v5>S(h^eR?V9oBOe|UU4+9Zac_vENsJ!9X#iG(>@)uz7Hx(6@Bw$ zL)7-As3e0MLG1^p9)8eeP|>+_c|zM#k0Y6zl@7#hJGgWH`e~wTJ-R#3C;T^>s^`7m zDC(Ns8J=3H-}^qEzxnjS!$hvg)NzwQ+Esk3xA%f9Y-9R6?e(deQN z-mhFgpLtv<@jLFymTPzF?pw`xeQf@*d*2sp`-<5=kLG-8vT{$K$&M_ko_#wPwU$cx zfjkPW0DWGuX-~GhczZI()W;7_6&5_T*uk`xcdt%z{qLBRyP7*{?)WyxC2yQ6<*i>i zN1gLfg8Za2$+in3H|3mHJ05=E-dCpIo;7RE2k6a_i(jeCyKWX+a%dN*)$-vFcnoJw z+vSA2J8SFz@~Ztko^oF?#IIQ!HdbyqdhHg3hu7(Nw zU)S<_udoY^zqH0i+2qC7WxsbXxp4YG*csNUhFUT82^TCYIdhZ!?)iH1*0|V*?W@@S zV@~ZC=P>18XFXbHFFSNL=;5*87U|`OdJFFMg4PZ&w}<%zUdlIkIbH7NhGm7I3or8K zaJ|mIkgf6URnNls!imyyzI&v92h4s`5Y-*ZB>H7jyJ5NIuMH{kcY@}4w%0}d-qo>x ziNw?SoBqu8H&qtSo5lG!z68{A`Xgp}t?KdGay|JQJ6(#*gu>MJ=FP30cmZ~Q##eKP z=^IP<-{{94GoHRNhyU%?({qj;%zbju_jAG-orsHvcJb&-9E^fCMEN&!MVxY(cUfgg zrVNKUUyC&RAzsG(LZR|&3YX{REL2OqyudMIU$Dqe%PA2)k(1bOEVuu=HaRwH-BKOz z8Tx*|go83|BfXDZS%2Q9zvXsE%WStpXO+N#k+?5D2HK;HQ96CnXYqsr-xEck_O5ha zi?sWpx6Ueec!Z{XaOs)+rZav0PT&7R)34kQkFhi9X`FZLU#`j>H}o_oHNY^Qd<7ylW#{2}Zx-f1*CYHBA~Q2nGuQ3* z+3)?PW|?GX!Q}wa_4i^f9@@pLe#qyZ!@M25>W6lHzM;0gKznjs^GTL>h2U#U=5Uy+ z?D1Y+vhLgA{BLawcV`M*4oZy{4mz9Z`QzCe!=DT@=Oi6(xD+I&6M;Kxu@Ar9KETcBQf{Q&a=DKbCc#gv;TP{ zb4$(~wtWYleoA?xKTUnh{)l-O{+xa4DfabZvPkdQ9kQ_(4^{EB9*mk-!Q(5q>=R?r zSu?I<>#vI$pUs%uc|1UD&C|}~47Yi`?KQ8Tzu9&9hSAfE{a?1rMb;fZczWLMhyVU0 zO8vOSU0M}+{#U8)H#uHo1^wM`H8#)q5%u+F&Tiep-!F{ge)lXqcLq^!b6CR5n{tIxOMU3%~XZ`G^)lLeNF*R8m^BX_XV|iDJ8aCGM(aY&Ud~&{=c)0#Bl@|D86WL@jxR=^3x9vbgny zw>6r8=2JvCvMV2%Mld*;ZBt~G%JsrM_BWY#X6!!_64M#?=)sKG zZIXv>C>*_&FYxMm`Ek{2o40dRb}l~e^46G*J)3*;!#0rXUq4v^YDVo04ts4ptIR!m zVc=|^nzl;`y8bn6>+^Td%6!yr?E9x?S?7PV%S$e1Px>ZxxOwZ*BiSMaTjQLATUPEV z{(0cw?xXvvn;z;;?w+^h?)ILZr*w{W!^&0Lm|+T$7UAq zGxHfgOjhQv_f_))TjIC)=j%+Ck3~`k4w|r3NmR=*+4lae@lvvmP&En#W&HtY<>#5H= zr8aAGRCQ(M;`1hNjoa9=yHC0}XBtd3zxVUpQ)cV_Wlbl{XH@)rJ!AURTPdKllwJAA zWWv7JQSN^p85DBz-u!*{2K#-@UXztVbDspPJ@4?}_tAqplk$z;v+a5QHuLxSIJFrn z^8;u9dFCgsZoVmDx%Y=hWhJiMkBxo)G2J|8>~n8tO+$=&`T7Gd7A3}-8*J2jY{6YN zht>MTk*W7fU#0HYv&Q_{rAfOt{=dt0@=A#J#J$sY%<^1%P^|X*>t8Wqzh-OAev$cR zZp-Pv`|ip7&UIRzxIwyb!{t39li9*HY!L2!jHttZrx|B%@w8`75whKS@<_G?f7u*% zYmZ}ln@kewIWrIZle*;4T&~zFUAf`1jYRkBbqR@;8y?$$##n@xKeUM`*Q>wNd0FFz zcD<-~rp)t$eV-GKS8ibbQMJ{o@$b`DpazxSjsLq>U*>3@+jj88v9K*0?3^z*uY|Ry zRHkHeSD$&)RvXd(Q0GRW*qes8Z8!9fuiYB|?OIy5@P@k=l5fgPnR;;z4t?k4cYgyY!eRiIYm z!p?(H^M3HKgN)HzcHozJpI^+eeJe`lFk7E%lzo1H&m#BKQE^W5lz%6lrGCA8%bP{{ zcJWM;X;G7GySl&q{ZVHBblZiWoGX7wa z(3uNff+6=lJYIXcK;TWoCqE;lDV;3>68v{A9Qnn=ez31OfxU9y^n*MFcTXp<{o2oy zw%~tx^UR6N)@K_(>bwT^WHO=*a-n^ZJJr!<5wm|>*>LPFxG!S4;jv6aJu{E_nOKf% zac16r^VXd4tvu-ZAo0!gxP-Emg@WoQzOh|;zNE2l`nm77lsU?zSgg65WZ4h;{9~## zx?CV|<_YtYBtPf+$1k#ueQyG{m?4gud2pXgXL?chCm-W^+PkHH*PU27<%;(5FHBFr zwF=*0e?R@vw1{6t&)&pxq}i-Xy*c6kyiYu;bFMa=&3kgduQ(yya>L@tgCYNzDjylm zVK)BBaP!%Xy2mfFHl~Mxqlv9dhS~bS7SCxaKVzpURjU=RzI*q^X`{)hrzZRi+-7d) z_k!mM%XbBfCv_*w->u)?y*KD4pXL{y{W{&tjzlg`O;ELy+H)*hsHZhQY{Q0t^Tk4E zphI9f!TV|-FL4*2WxHps@0#lseoeOO2jzCYc6DL?HeHbSTfOMTg#Y<&CUs8^#1$v( zi75kB+jE$W!Gp?km=8Ztzq)Lz=lqwsB5y3gYd6j{+AevxZNii5cbwVfeXi7*fBXAv z!&ceAlV<+u|D#;x6SPnI_ofs7 zcCMHIE84V{q5GM4)Gy;HGgtoD<8x~1O*SFDuS_p=+uiuAQtg`();k*PyB>8gX_Ljr zH3@3@dp?6^a^ifpp3XP;`0d+$=@~wA+7>6A58UvNP2BL*-5c@8H25z+F>$N>$$M*l zOXLePW!`VI*pz=pf!Y_#56-)s0G?o*mpAXr3#TKh55dDqCO3+u*6cqZ9cO%ScX*tz z{THb%^_R2VtB+`|718Zn*9tVXPXy zVaA*J7D8!jA)`fld6S;4bbqcr@88bGlSeWwgucmezSjSs{xojt8m}|&s`KV*CNFvW zdcKC=GjID~an)}g+j8z5u5sa58h>WyFHx??v2XO(Gj`l5ns|4c%Z=_M(QmgTMe!*M z@kwzeKYQ3Eb}Sn-&H5EO%~~3y;ncsb9_84Z;eYk&vxjT z-N~>O*SGO63{N!IWB#@&w`=V+t+;@v^UY2R|DJ9?D@QYS-Cl+lKX*oXE#+X8Ou>p_OC*Tik#8{@`%Z(7ODMD=T_7J__pIM@~Tgic#>ZCYJ*rs?s3cgNClluSA=kfpCWs(yME_g^h|1PSN<8kTxFl|u8$fef?|1rN z%SKqS!0^cF!UvnorPyqH{;Do#{9SJ8D*+CP=H;R~YOjUYiynj)s5ZJ@i`~^P9!y#H z(8Z!aNyb8uZ^prD(Mt>dhI%kh?bLUcTI2I4&BOT9g9Via@9e?zQk4Y{Y#~UR>~tI8Fu!*X66gAk@`(<9!#6D`@T;M+lRvS0t&*Dbo_kp9E`i#%zG$5 zDr4O~@rh>aOXeNhcm2uhlJ(O+<(STw`^67gMDVjiRCmq!0vQ<#zBEu*E9IxR@1g|L zU1A0Sps7U2dJXmk>%$dK-8IYHl-05Pq>aKsubCoWj<9WPz0vKp$7e=k{xc6rL@b z_g>N+yyC#gUOP%+e&Q$b6W7vbfSUY~zU%-0?2(II_2bZcHnnT%N}yXw68^HTyRN=r zf86{92cP~D5meZ}-R`I$hdXbJp>Z{68J3N^MUetzWbUYclGKkXIewY@pe0a{H46-h z*YCgA*%+Sop?mLUp|`PtnEp`m(8LdSAWNWL8?CHes`I4rp-&0(pW9)Td~} zmlriId7xRJ`vnRzmI8efCfxphTet02(MP`W3+2i8oo8)2u}36j`M>I|n@VL)IPtA3 z3sC>)U##}`nWbdltJ9IM*56OPYZE`;O-063=orgS(3n?&ij1WYBq>DxP@l|u zm0dEN?tLxF?uUMH?-9Jruzqh}W=Zqw8E&`t%U_DK!7K-0=A6)DLkxHgx!Vl{`=Osc86|`DXf+6hUpx(^1#*-7IRq zia^$>EO{-eqr=xH!@l{N^z?E)d4+C!pKpFr?B}_v+~9ZH{M@lga2n@=_$5M7_GeOr zzb|loss1`<^4bk8M|kfy+Vt!#e>Bz?qL3)ECk6}r4E|2@BJy6ps?rsaOdOb=Hy z7Hk1ITZVHpVy=nZUekDyPmSK>EuT(w7CdpWC{mI!tlxe$pnAhC{kVhaRp#IJ-s!8+ z{kY|Z;wcp&wx&D$dpz!lCBL42?ODh4*S5KnU#-?(Xp*Tu|Ea(5>Bk(ci`x!Gq$jX; zpG-Nt&|osOXT+bT^^qMQe2NuKN8hZtAp!5%u`pyztHUC-xI68O8d1cFF!Of_#sC~#mnnvPoMk_Wv?qT zmAIiFY8J4mSZn{w7l}cv3{ooBt2Fmdh<$6gy;SN={GS`uoE@9iE6%-s$V*w&Zx)xb zOVq_f7QB=9@7U9rGq>$zyJXD_AG1>~YO_z)7Ih{+JhHLiQG^Af7@rZhj!^lQc_)o_ z%IYXSUHkTXmqUD&Q!8(~aMF{y!>RtOI{#+aA3N{=n{n%oDX}Xyg->2yA9YQmH^Rd4 zD{FVFu;b?Xjm)o2_LQ)^t^uvI`EI|iR4UZTLgdcQdk0b;natrT?f!j%yQ7Z%c*IDhc_{OFty!>H` zMWNA}{Rh5&V)=Icw6MvJsChpB-|P89{COtg;-OzW%fX{RKX{fO+Eu)J?LW530_mbx zgpMDA_>_s`wU__dx9&5u_CG&q#T)ZuTF{%F75Bn9J0`l>_WZr%z5AC&UO@7+)(elM zG9F~lKNxf-H0)i)zD7`3O3i-6vSSfwpt@BUWX;Z+hCAzZw%ILq3zrEKg{&(O^_#<` zKKsY)qs2!HtGed;n14H}YBJFv=j77qt0v7APwTetsXVdO?EMjOD~TNsOrAPDB;cjy9O05hdh-N_xKcoO6HbZ@bSL{E#bPy5B6Fz7993lbG|@nj)kD#*Ta>| z>MYJD^nG}06Z}7So@8OcB^S~A%ho3(dYh{CH4C2?Oas+uPv+fDsdcNj-E0a8bSun|Ds#0t?GFz$NK=e=Iq1-Tzo+T5NAqU3RTe8mb$iYm{Nzq~4INo{{A7bn&EA>k zQ}~*VL36I4I%RRfhW%Yl#+x2=Ye>Ak-w)Qi?BI`QX{_Ad&Bn_Q!WR^sTX#7??bG%7 zQ|_Fe!=v`LEWr1f_%$0hZ=EbWZRX{u*@2Ta^R~U8dxrgm#cz{kCzbimNr4xi>g4!L=G^%A z(7(0U3uMkbVYcqy93AoHMe>pPN5K=4g$2(nERwIiSF+Ff*c7r?htvDW&c}JPzHGiE zv|d#_itF?eHJuyfQK3hzv%juApLH!i!DDB9%*$Vj1@p5c^%lA8m+UOK<|3hgGUno; zU%ZXm;`e+#7X3cPZbNbYC-;2^UH-6j*WNvl^2l61yDzZ9*nD^fPU zvHQ;Ykcqq@nzbLk>6+j8pVyS~^>y{4pbx7SE#LS(F6=;Ds=`;qH8%|jRXEXwKoWt*Htq}S{Yfa-W!S`*Z z%7W)+aXkLB9h42@yk?w))F9ql65?%N9@Kv(@RHYhBWMotnL|W&H=Zl>Upj5|I3@Va2fkm&m(+94^PYTEQ}5C#xtddI>n(nKtA1hZb=u)o z?~{p~>1SIunjGvByOvuq%V4tk1ogbbGdH}8*~Tz=hMVAh0R!jXZEDwYEkw@AaHS_~ zNH;ukI+ua#vc!wTH-KM2oRQ@aY!g#(njU^L$L_a2i)W|J3L_S^fjd z)fErF{{Fk>e1XOsOOP4Qzda1OY&R!s!~fMQk2$<5Up~ty=^@jdD@hLzZ7fiH0@^4F znI_z~h4W#s+P(1f?RQ&?A0FCS@GvH#o>}htyv+O?!3xy(c=Vif8*ge(LbTSXoqW z7MHkpEBEq4KK~wlVgv0O5N$iCKUw_lsU`7#3E%x&gC8DRS@1Aq2SW?*rclkD;hIGk zcXEogvF*S5{Alc+;m%ehVKXQ`p zcW?+wELfkBc(*N`6EtjObiF`>r+NO=d%G+dTn0GBkSDyM=GrkOyuPf%3z`4exArp6p~v6}q$LPVK{h9R(UO79x5a ziPQi5Hi(U``dRgxjZ5lB-PG?&a+gorRPCAdDe+D9*KbdL?>um;ynAx4IgiHIZmIgm zIh~6aTi-A1kJyo+({uDLcyJ@QmHYT1$YAp+qnX)PUOeHqbTpmACGH1GXRJoW!N1oo zm|pBJewzd-f2H&P{{C3&wV|TvM(J85%2PdC;TDs&=XmH}4)-|AD4Ninln4X`! z({1L7^P;QkK&7*p40m{6t9HWe)jQbU=s%v7HEE*$W2uZ!c`?E61~I15N97NIOPXDX z#T!RFV;1}DspvgxxL$@QoUcur{qQg8m=@Xc0p8B%cFKvAMIAw*>7%g`;32%(rMo}lKeu)wkEuawfAkFadh4FMR~TKi{?%Hy+&Df z-7LPv<>3CN_=E(IHTf2@*XB;Qh+ZP%a4xaPI`L`Ajv}iVOWAApAN1Q?P&?h&vU>l^ zn#m8?UT*lmw_$~@t5W#vqwLT2-Jf?y|HcFct=U}K{6zM&?a?HF>@2IC}!>N@8PeXPTX~i^h{nn9F zUg$aT_!G71kzq>?dB3xa?w-73aiZ0Q!#DJ8RTs5Bnsz0){%xQ1n_6DWpYuE>R*T)M zG%;3sxN4==KK8hShxU1{kl}>&myVlNrml1sKds`sqev;nQgGcIj_}#jW)=b`p{QTgV zj+WJKhdP?WKv`~LfoecGWO_DAeXG>h7mwD=DtPJwwMO)A+wm>sw_A>H;lKRAWLfP` z-X%)&k3M~2rYyWJV8V5yho@$OH<#?-O+N(MT(bG~p)W6z4zBnNUaaD?qev~rH|^cl z+gtqaE~|ZE7E%Ahc6+9>Se_Jj@~Y!pVr3JvWVnqhAI}A~J3e1gvlKd|qEq+j-ljsG zI~HPjGTi138-yZH3I%2J)RxVeAeA8yv&Qs$?!w~INji57A}vmD*0=n-E~DbmtIRjC z6Br_7ZiYs3HrwB|-a3)f{A|ldqer5;YtDaQ66#Io0@aX=MX_q@cYS@)wbKhUfII!6 z$BsgkHTw_9&wQ=o_wxGd9eYA-a?8xW{e84t&G1!_*!!XxJ9s|amGIKL*RInTFiYm# z(SMIOrNld}{#&;4VSvr9Gbfs7KRakq4IaHy=Q4MKu3eipf9>78*B4bMr&fZ;2W0M8 z@a1)spJzHh{rrsR$0_0>zxT$w)(I*4#zi>^%h}lX*1pTr-1~gb7pLdTpU=O=(K4Iu zkOv<)hF-gG0QH*h{bVePIFmc)eu9#)ZJcWL;kY&T3l#2H2;@0ruMbzh`=F?l=|Rm- zE5}tIz%x&?+YbKF)Q<2`k^=2B_;{{dPd@EKYLJNc%oFR&ihBJY8|)~QxMRVSchOH) z=-;W9%R$+^-&dF4c2YZWr#p6PoX4>b@7gmJJ_nsv)t~$B)S+IG;y$v__-)Q_Q zIZyqJ6?pO4#W~-9vI*b+JbBIe0_dU{bC*3PE<0zl*|=0n{Jt#k^r?wh@O&509D_)n z6qh-7t286HBW)%FO{H;Zaf{uqoA14r4PO!?K0&vz|Cnmp|GgrWll(6myboWtbV^F< z)Jz4RK6}aEcOnDatvC5S+&y*qR{g&xp64rt`FGfMXPz=*c=#`V%4rFOHM%{g1AcP< zcAvfwvhrqi+3B^ue}dk=TH@Pt{*U_nA3f80&mS=Vp?tdDKJUJY2d8ReQ1iD>FJhPF|uOK%F;#1_siaw}dpAkE>u zUO?){#kXIa+B0Lz{za{&(x+Ot+7wEkYF$~=5M%q!W8XoivPBgQFFVTRX~y);S7vQ$xtQBjCVjZ|;Gtc-zF-Gwh%Z~qKjEo=>iwv!$#I&e4D51^K7w8G zQCfr3k$LLxBlB3b__OQ9R_v)^+weJZL93mx`}~WQ+kR+*2F}2an!hk+#wqp_rIVC< z;?Fk%N;HWNvX|MF@{vhhE-jJQ?1%534{M88 z-^!+8^EGtIcw&%))9jLjtQi~3 zX8zzwJp`J$6`8PuFH6YkrfUE*tD;`BRPe<|cNeJj=S|*vTS8}zuG&TeT}8&f(c2eB z%s9nfCb#!)+2I$n4_AKyFKU7Wx6iq^j_#cs@4w#iAmQCHyAy0$-#<@Y*_M%&W!F>N zKPzeC)0Ju0@Bh<}@c)=O>%_S=@*BJ2<{UfzRL6ahPHM^QMR$)CByQM{=e*NkDyVbg zywia1-fiRJTTA}0IrEw&*9a7$plDrjeZvo#PnT4h3ZAjtxjW-~@e4aO{e23Bx@y+; zJ%5#UdsKc|xcoMIXY<*gF*yp28+eqDNKAX?WcPih)i0l`cF8*oA|mF4LVWUqwk`K6 zUo)pf*5x!tG!IJLo-u!8$PK}Dzr|CeFBw4BH(5l_n&Qg+Z5B&zqV2IlwKo>RWo;LGE1a)tUYU#cpOwm?*J|0mp<1rS8X3(d`r#Z&Ncfd z-)wVEJic(l;{edwvri2{Idv-+e&OxrZMkUYZF2j`?5_*i&)lh!_`P(x@!FNw7xrzO z^}2HYGRHHT+ZF1<>fhH{&d+vJdSfDZ%-lj7w95ntoC$MFbh5V|F;R9Z?NZqDn{D!j3Y%4B&cd(FWw@>TTECjV2(?=^d8zV=9$_EVC%d=4e}AO*<;suV zv#uDJf73lJBDU#$`NCZ@&oc;5`_~-(OH%v3UpAwNxl-ctm0IUMYDe5i(E)`6cxV|k zG;F`n?BiC&$o=3AVM1jxoV!0QJUxX!c3I5}qo?y@(o_!l2`8p^Zdg3?(1pfQ$yu5{ zkTuYTXPTtuYQ}tc@E5c;>2T+U$1XP*8*IC++(_9Yu z1&8`L$6P#Q#k&wO67;!_byulW?fE&Co)zF-DJpL)gvuIPR3E$uk1YA~sCdSm_kFrC zoGaU;viGmHPI@`B{Vz-BCRKyC><8!Oh`o*Fys^Mz&6MsPH-jdBex5)7k4Nj?WrxlM zC7xfo;duyR@AsvaD;mP@#dS7SGYh{qn^&B8e&+`FjM=p%pWX-knwt2GLFCr%Z@YI3 z&YvimI7y4=*`qjbjk8~^!vEIyp8nyPRk;3w>gS{HXYTx5&RKWlklZWn2%R^UV(``c z8x45u{DWHeo>QBbyW95op?S%P=QnQn$9CP3_f|ZsX-2*1m5L)*@>xymTn@!4C#Kxi zj)(|&44OV+`*bALLg?Du?K#|svxF->zR86cY}7kEal>m;DO zklMDjz@PtKsE;vd{yp77qPDOTrx9xqr;!*Dp#2b!$y!IIH_wY*RjYrM&)imVIHm!_=9#AG|HGd#aPT z_Dx5%@N2UZEz?!(BCYOEv`l|wHeuJD?yINgX`g=d_PC4bmzjcG)gD{72Hf~;lL*>o z{!x;z6|~JfU2}d_$v4$|;FUr%H$3-=sAud5EC{bL|EA`)vC>pd(C?&ftJobP6INO}Hc>b|CtM^AeZ(Vx-S=R5#!qYt=H?p;QRzK(x zyOvt9XoGqTv@2%xRl?Nj=U%@ue;KZ7zE<1zL;Gr97`}DxKln;8T<-F}qsfOjTAJAo z-D7%qpwR#_(PP_olD%x6kJ?xB86{iNAJ06{SnvRRlmY|C?>ABBJij@A%J13#?%2Ih z`DovR-WL=Y*Of{p%TJ5&(*C3=q#LQk^G)d6k1OXteS7S$Ik(L?@yJ0(;j0Ot;|VN2 z=p@1hASz3QWn@aGeQ3IQ2Rt%%{9xnbgulH1TIRjIon)UQ8+AnBYu=lB&H9xKzfAVD z<-c`rUE-`SJZ{gU_L~^HZMLqS#iqIZ-!`r9PRIAPe%_gua>&s*QKw{2Q)_E=W5R9F zaszN@azk;v+7!3`eP%Xg^~{qy?-!`aSP1jYI9AR2eSzb|x0UOibmAU39r*et(SCva z$v5h{wIbVnybpZe;eYu_>@IOP4H*-WWBQvGwSJZ6YlUyK%M0@IoqeLD=lMR+c0g&q zR_69Yj6%gtk|8BQl7mEy~o}MDm;NBdL&DWr-?~CW0H9fVY zIOw(U91eEB7H0KBpcOX-wq2XQEEfE9-gEE71f%ZQ7cXbj-YoQeCh&Wc^sFzswQpC> zw)MYqTdh5vYwu|R^ zebn*}FD!TvV8PJxwD9;{6N_H!I6vl)8OQwmtrdi<7vAp)vB=1g(h=pG!^O^&w|@s{ ztHHfr3^&D{BljOv`6A_bE#E?nPllVlua!CB;fp=rcc$EIXs^3;;1_Sg?KfG)TXk-p zOp{tKP#N)i#_y{oe`T7*&(Aq>c!JiPX)%laPfzOF@ukwnCh6gVjRsYpLCZ?Prhz-t zn_L*aZCEN7JNKL^#Qfuj7S_Bne(F45Q~sCFPxJYb3kxm;NJM@GE!ndWfgEt~sd4UZ z6U$SJd}@rs`@xfhGF!y<3hW@`b`?f>`t@pIk+{gZH-+k8m z`75X7PJhFjb5d}_e_Ji(YRk^=i*&NjPQAS6yg}2$1qTh5C4xuFmV>%-;0dFIu)p~- ze=Zp~e{7o@vHoF#MS+2gLG+IFr(Qjmw9n}8O*osf$#L48NB`Y-Y)s96-(d7D{o>ox zg$mI>bR5{%cPh*DN%1{iy+u^#&B>M%4-F=p>%IT8nSVmF|F(B~%{&z!%&9#b*K^y2 zuU)zQuwcR(n~QbaS!MgCb+n7T7p~Sn-M-p$Tfn&=2M*t8uRE~r#FH!j4k2e^Dx`k@ z^NMN836J&vf9BnnHK{T$3$Bz%m@9%CP$lp>@!ocZYndXl)8g0Ot#tQmS6+U2;^oA@ zy!Q&Ew(KvG`o8e;j{1^Wg1qj%ZH5~`=g^qg#99dL*bP2Yp@{dJUdW#+-u~BjKr0~T z@VNW6&8&I;srmHzU`hG!9wm#_c3He%mysxMzW%QO=j6MP9cwPt@~S;~GhLK({@CmP z{E}HbPkQ3^Z*z8BT5q-T+{3YRk4G1PlP7B>^=AWQs?AD{0Z+< zjb3Wj?mK$N^Ebh#xadz@GPBb@@#xjD6|r#^1n6>z!I^rMB+trdd0 z^LSzoCOtB-DVz@7h<0-}ci;Ylho*Gw`S|evo+rWcAJ&*L@x7g%+IhX@-@H4?r(WE> zv0LHx&0B@h8CPSZesB0z_;S5xw#U8cZ3e$G-y98|bmLS)5y#`mq>>qe=iPeKKlWbc z5)*C@+$yx@@P{Bi@EH>)RBygk{rK9q=;aND`nXRkj~7@;H=aA?A7#d;xoyvv?|Q=1 z8?En8TRJ6f&CT?gb96Ee|5Kg!(&5-wKji!e+nsFvN`Z_ zZA>)kNy8V$v?Jj^UaPoB|`4|_OMQ>&g22L z3EAqTeqWZ5*qhq2DbP8x#(L+X)~{lGsn7znVNTlj=okI`nMMaEF#g-~Bsl+}Pgwtd z|4Hmyz6d?@72|JDzwqu@U7@Ye%ktBDpFGa0#_->Ecr-)h-Hcx+YoDJ|i5HJLVmGg@ zz2fCjFaP`vx|u1PJdGoD%=R?3#!eMV-vpg-ov?ZSk$t}&EB_11uW7K?|9K`;NPQD0 z$Lb?0mZ!KB_P;rr?Ay0{W51^U-UrS8e@oT%jQErPSM#o1BQQS}~)i=JDbGl_!_;9nQ>Q z`c)};%%OR;0o(8WJjp_8ul9)_TQc#OTCeuT8(+G_t|eRa`p!9K1fJ`fG4*q(81MGk z=5~MPPp^4pIOnL^iH^OCiWB6k6rbPfH-DC3wvj)(j`ewgg`?QI``$a8*QeIM(^o#{ zEA>3-$&RL@DZY;^5XsEtNd5+moBLE!z>fKMD07|MzxhhRuG*W#zHWXedEWJY@7|UZ zp^tj5t!L2@tG3B$PCdErI?wr?^LLBQpQGdLF(Wm9Z_3Q9s#`HuXHz_tulh<=KU#PZ zG;Q>OCsqx-uJFNyw9xlcTyxG@@wV>*Uo!%-AOly`nt%{`m{vn=kHr z{@wbIt$oh_{o;?hc3a%<|KT5|dg82Te#zSTi>Cc^wwj;n_G-4t*Q0-raEX-_&$amK z+j1MylGCYP==o%|+xCQ?#JpO~(E|H#DrM<>jm^2@5#KQs90-0ryO&$7ck zN6a%-y6%7uCoy0-Rre86J2P1RJei&O_oE!+QAi16#iPE@XJ7HpgHNBY?D4N|+3I;X zswQ~rqSo45GS`eMnJYhSv0M}S>B|P2n!TRB&SnSZPp|p4#d3}Be1;plx9<0H^2lep zF}-;YWBtX4_ z{F)!2gf4INd_&cb>y{h|^)s6pzP*2x|y*nQ*7=f^g|e0;X6 z{bhguYg5z?5*y`i;b6Xg`P50!;sGr)x@a?^t;uFE6X}w7wSx$jdaMxLxqhQN7 z={zsvU#ydM^x2IMpi<{>fyiuomyH?qqKlvKN9x?zFTD84#KUQ46DNkOOGvcLc_uRr zRwzC{Id}f4MLv2DlfkL=+#$;xHlL`Pj<{_bY_HeOJgRj;;Z#Uq%!`}fH#Parkh-zk zb=mqWIc8h7q<#`VA>98^VA@Ic z6NzQ)^EVkBKMe_(E6EluXBk4zE458OoKY?J#iqxWziQsGd91cCjFsEZ&N{5*23`#G zd;@4J*bkoP8@#5)9!r@PC?EfkX}YxhgY({YrBde-zy7FBeH@Xre&+0Cd(E7=Yz`~G z3(eZ8kv%Cpv1kwbo8NmGFR6$>Ppq@Gd&}`Grqv9;! z#eh4v&wPFl5{hr8>O=&K@oGQ2^8*}=#|s2ze{PqXZ2x7(pOwd-)PJ4<4*o*zjZH^Y zraas#7y&&{ta=aEB;ovO`k$NF z-rTQ@WcIyR8yW02E6T+8X!sj&Bg$kd=&YjU4^2W(R)!gS*4NCN^FNvSPvyzweuoRQ z80S>YwBYAmC-i*d|IZhQhbB``vY$BUTl9RY>)}P+ zuv$cBnOMVIZ$H~br90zmXWNE_?U*g5_cJ2ttM?h9bj9F`8~!UaTU9m|pWm@waJ7-W zZ}X&IMLWN&%1?TGK75(raOYHCat@J-m1p)DB~rx|*iTQ4#GA zj!cDBJegu~FZ$uDHC)o-A`Qn?^-hbL^<#cn^LY=Vd5umX$ z|J+p2Ty>_!l+dD&lNp@rYmQ!jVr~bjMqZi7oVv!pFz2tpscYvK=KM9+h<4YAHl1?x z>_bp5>PKt>c7`! z?^KyyeOKqTfk(t%msP4K^32rVHis94!XH&rOrNG za0$QO`~a+@{9Zgea(Q6o21Va>rvlW>de;`|MO#isB(i(TL2IQ}KAJgCRQJv2XVc3K zK~v3pzA_f=U!P;-*`xM1c7<TADgKkEBgbsX07PD{Hjar zTjgh_^^mAyh+MS%!`RXslFxTJOYohFrtomBK=9b%x7M;WImJ*;%8@$7W_e zJ~IUxq-A>6cGlJ!!t$4&oKsFsN^d{5GV}43DM*govH78Fz_-fcJ13v$Pf*{V*JlkL z&2Ki?2q9&@NezW1eUqJ&3-PR)7i=& z-dqly{U)aox8WG@$S{= zZDy0su!*}yPP%DvGG|VT5j0>o=@$lV^qJZ6V&cL(7mn;=NuSxf+2=3sI!)#q@j+}G z>f4P>j;wwk*k<6lC`G=AG3ac-8FEYkt;% z4}Dp1)8ayoJk!~4iWhR`GoSsI@36VoVRPn!&Qdn;;H$qexVi$J8nVx~VVRL&_sP4A zz07BiL9AvjYz}k!=)K>C<@NIWYfH7)UR%n}x6*P?@z=yR&MW`!aQSlc=&cV?r%*(}Uo4$`j7-}QlZ$rn~_Gq78nT0C9(OTV2nXaeEJ z!P~p9ZSnkY?@*|Lk|wMrK?KCVEcvNAHTciwuam6&AsX18Q;ZMKOM=nJDubDJA3<2i_N05_q;W$E0Lb} z3v>{ObXV0%@B~#?RpEz&ahI0+*5r0qeq8RWmggL~ewuoo^Aqdo@-cPuPW{+(_{W~+ zx_fO`n_6q{nP^Vk2020Y#O7|BhmV_QuhBKp{%Zg8OJ;D8_fwdjEsuX}SzLFE?Qj-% z@d9SW^t4kmrt zp=r1D6J*cE&KrLce^hN^H;xX;HLAQbWnNb0rycgY%TL{i-?QEM_v-Iu8UK$}@80#~ zV(g|eac94ShjwxAE$M=}Q}f2F9Und(l)mN%9<^AEwrKR8O*sQ?SnXX9ip&$Oj z78l;BG#)M~pLC$HOq^5ZYOly8-CK$}ttBQ0C!dN}xP7zvB=M9qew-zNjJ?`cI z|6Fzc&*sM*mvrZ!mCL9%t#0`H^bO;;_h;ntQu_TiyVr1USkzi7HcQ?Mda_)~&r4-1 zFUrfmooxuUdX9~iLg(5q$?KNNYpoHyUvjs%R?qv@*2w9vygekI*!R@3_a8mJbp0-) znR*fyHg7v>I@iX3ik-au6a1ENJBVYdtJP_ z!N%Kh$0b)h=0Pscd9Gx#bp?I{RXW9Nr(l&_|K!Ozw~jpTIT>hfFw-WV&r!C00j%xb zbH2J|hM%)fy5h3MFXvxqtiAWezi&|35KMb}yZ^_>to!QQb9%3;JGhaNY%vR7U>unJnA2%D2n-0wj6; z;y%7&UF{3~x6bvM^1r-)i`RctPWvjgIf?0Tm)Nm*8^wk3G2m0B4lF!+Qo1@dG0$M{ z$NcY~C!POuwD`;^c+s-K-RG65+ELC*SMJ{%EY)D$kfNe*1=2Np=I6NF1P#u;y!>ni zBGxkd8!l%b=nRivn~^x*jC~Hg$#qg}R%?H}k=(1Djh!pK{>`uXwZrmZ3cUS$M|t*_ zS-wek--+tJdHgKrlJKq_kn>Sx#L~S#W=@{*NoB6v_oVse%O}sf?5PGTA)eb7xvt-- z^v^PE%ZBr_Q{q4=`o!e<=Fhvl)@5!oy|6f1?WbrCXvpkKX7Q>O$Lo3JF8t%NY51#J z!SK8MK(qYHCD%iQ>f^PeBJvl8t7ldkSr=%Xe8T+XL3-i5T~;Tr9bW+L&`(@qUO7!D zT6MmY4yWRYyR*6z*T2{`C8nuT_p`ybO~M(roA<<@4;79(_HoPK?f=S@e@QfdKRQ?L z^atguUuI=hd7Ik$pH2BBenPnZVaVi@>?ij5PTD@Dm9sYwJkD_?-s0+)wxFW=gWfOJ z|52@fq5t##pH!CFam~K@2bZZAeAF*X_}kj-3+}&sn;hM~)%B!s{lkRI#T#B)-uUv= zxc;E_i}in&*1XWK2>a(-FL`j;^@PjO8(vlxt$3aQYfzlf^oyJHvY&sl`Acw^TuHRJ zfrx@z%2U70@_O|0l&Fr{X6EISV4dZYEq?bctbR()_*8o@!Jd1ZvRt`e>;8FQ0b2fl@6gI6ld3;W{3`bKo}WCkIq^8T|{MelX;W_Vkbc zpBX93@k;eSTD?G2Cx=7GLJrzIYM3J|w(s|`e*bS_;gE9ANTv_0_hIn#gFa`pr*nez zCi2eOz~&vneEv=fZtCh?Y^W@`O*PFP53a!Wx1be7ix?n_DNdY2c@yex?Im^``9^5 zOSt#WW2)=iIWB47RLnp7voAdBwA&s!x!|G7KKqD^hwO5y$_1u^ca9fi$h~f#hr$7f!KD}91^5aK?Xey+9{gPR1Z~~Tye{6AICT@E9@FrpHs2j`A&Xj|m z>^I@Ej>l#B_ZwHegN&cr<(~U812%Is|69l7MaK#&*5$Zz|K4KR*KHF$5nS0f&p-QQ zvFqW}(2=??iN#XK;Wlk>pCD%H(Ji*bb>1ooOAqMbyo^OrYVImuk5}6;RzW(9{N2zr+VCOkTJz3cX&SEl3|BCh(mT;$8K|9g9*P~lz ziR+2|+piw4_DR|G5j0$JdHLBuDOf5$eA!Rg%Uf!xYxgCggOT+cnLlrV zwj^Ty9Xo$+$Ne22FaF*0WV8ER3-@Gry>dm_-Fwzz)zcS+o@aCxn?Q3uNC)2x_qxZ6 zK|>7vvz!rO?QZL|Wr?Dc+WYkxiSnlH8Bmw)_|rT8?dn?bLvG(cPx6;HRnLI8Ir^(q zGCYM%dh)}zZ0MgQyyXa|RQBG_*Vw1;cl=fu^t`$D&v|dV+ADMBBZBPJ#QCac&l?29 z9y}DcdZLBB_ni3~K}SjI)jv*8Uz1V=bJt;Gcp7lGJ+yhrLrJx#Yr*bH?>uY_t_-&6 zZ=QNb?fdeL8~^Wla#{WCK}lGEJ)SIgF!Is^oydY|9D9Cs%iaJ@DaALB?ChyXzSk-ZlC%4ot^X_T zmj1q7uhYu2@=}jXv@}egp89HMPHOSpQ);(QrR{s$Qz5*~KkHGmrNR6|Ys*8HWbe=W zHf^5eR6+M=N9M#{TY5Ug?D|Td_a~#Ca{P9_$+I={@#gYpVAb9G=053O|998T*je6^ zg(-e#Zl=cW(n&3jJ@rM`Hq7>r-r1!+=kEP{15*5JD|>C_o$mGTcHNu{S3MW1S~fV$ z_K@G%r9Bnmc|K>C_WZcAe(#HRt$jaUt($#!<<2Qkr>s03WOkbU)2$%0&vVm`%r1ER z+kCpwqXqG||LxoLY5Bd(&yTwI=ansg7UU)~Q@FS+a=D)O&6w$%Zcf`Y(_8YR+MO97 zixccx=l9kJUxoyqCOr6-=B)Fcxo=kCRAnjqDTSKK_kJGae|Dhe)pa@fZ{MevfTJho z6g+w~XTJ_IyB%a!tT}sOSne6?&j)2%r1M_~?*5ne?P&dWP;l!(gS+(ArYUDjH7}nJ zihtU1Z1XH{$+>$$ae3ojcF4w;tor-Dy-q97gsXlDQN3F$92|l}PWgIjeB0Q=U{VHVJjgV~x zTG19$FW$7CUu(er@R)V`_4qyYx8x7J{IqWN-L*Smsb%fyux(e?=4@P>^Du0i!}?n@ zph+e9u`uh4^<{V8=$&2JV_~HJ?9C><*kzlR`lWXJrgASgdgQxfqselkM+a)Sw%@xq zcO6Ee@{T>u29x2~V#pPls%~veM_iWyw|L zH&^~-`8=BY6BHmHu2d9@{8}9g$~4HazS4W2^UaV%V)p*euSctQgHm4zJoN?N z3|emVcYiX-A#+ZN`K6Y8JDAS?EO>{!)c&iB^y}}w@jJT~8X7)-HKK1W&P(miP36x6 zp(EDzKMu;w@c(;j?fKZHt9R#pTUJ+~4Nb1W)7QQU+-|g2wr;AjRPg86RD|lu#}o-rym1aF$_qDI`^6~A##oEf?MB*2J>;o2eFZN6QRdpq_e?#!+ z+*E$Q)Fa?9xpYrz|G_1YJQfD`CD_@&0^hHeOI-de?AwDdw;BWX#NWGLbHRRb z^!I1jiv{v*R(j8q&Y$XVy$+P7V4*6&4*RwudgeXJk7-2c+&GxbvW^-_<#2bH^;%IEY>Upl{OitX#5ZyT1rIk^;6BF_Y+ z6fSeSDKAgXeRFbd&yT$uWM^3zrcW<@v1zjHYrk(>=Ds=keTwbRc}CDA8&~-_IU15{ zc>l!h*l3b&^azx1(l({fJvq;8vaRK0!F+JhGsFMy?ytQ|cTTe1IZ1H8c%IJLsXZ2; zN@41o$Z(^-FHVK_Z}9%in|cIPPR;P&TlDuxm-zpy>t^3w+IXMaeA+V)H*it!@okOr z&C70^)LT}S|6(Z1>`Q^h{1@{N&~oa*_d~r)Ehh=4PcMCGG|Be0$FlsTyI%={)q+fK zdE0;Q>(uYt=3Iz>yX$7G)Q`Od$(ea6M?iH$PRjXR6K!*qt3Uls0q5hqlp~;m?G?8~ zT+Q3-XWw1Aa{^kzUP@K2zSiqwe=y^!@*9wF`NLx%%Kz`J?mDqg(27JFTJ6l;1vdJn zw;Z@4>3wsux90~q*9YGh`F<3VNP3}JO)u7LQ~KQ#^R`X2-3da1kQDW&eb=tJXWpG@ zeRHz)&B^bRAeGL#^16MZt#9J%SCpBx`t)6xn{8&T4Ax*~eLbh_*!~-(n>QDqO-p|Q zuI6_Yhrf$4UG%;`q5PQi$qDAQHM@=3jGi2*;W95fX7jE2?%a=hMlhxE@9tc;o^7M% zeq*j-|3gSdczEpd&gXLt`~D`Br|)Uyu>=>D?`)=6^M5_3)^}2{EPYSwnrFwp=k_F@ z03}pGk@bIe-MlOLUfvnf5U}oldM}YmVu()o_{5J1+rN>ShS_*5{yid#+f|)&P0yd*Ng2&I_vcK=KeZ#)nI+-8l zE&J1R=YKu7to^FH$-mz{`s&!t3t7dDmkL4XrnKrrNHlUR}P;cFkis zw>_M<=XQd#-tD86}-LcX5y8);QGB0~3 zcdd~B^^SH(BDgm9wA{6;wre&+O$5oi$;|M7cF&-qiLrMNf62QM+P}g2@!BL)f`+==ts~A* ztJ`2lnXK%EME=R}e@XlD%F3U~K@072z3PbY?*@A(W=&Oovwyzz9#5Y0_rT@Tr=@#m zte<^%?oMnzzvj3JR-xBC)qnOntvnrDQ2yI6OWL}aUl|nZ7*?0PJ1uwZx~)%qz^+$< zY0u}q=U0Z>JazvJQ0!DA8~L@A|8oC}*smPBjql65?J))w&QG-K4dcysgKU7N`02K5 z)>qHickt^f_ZxG6{xg6SpX%{HyMOMwd3Ppqkk{Tl{N<|0YMI3PdusQfjgw#Ho2`ra zU+--Hdgm~-^f{Nx|N6Duvh|X2P^;75*MRD7yWb+)=C;UzavZv`RksgUy-NhON`IdD z-hT0B<4=*iH)m|uJeRvx%nz+Ytidjg$ghszzxZ;lT?5E%A3>G;UX#y3yKcE#o3L-3 z*9=V|vb%VaYGsd9Ngt`&=h#yroX2z4vBv_GJJrF;BF;NP3$%AJY#aCSCGF)+vSl{} zwWN&M4Ie4kl>AzBBDgQZ=dACV=W5rAg`tiJp6WY_N zL+>n?xj19i=7{r=Yo6;slgcu=Q#xi>BG+t>%z2<=Rv-pzF6B%W`Lys5bf2uqs*t>FPKkuF6Z10kxdG^(&e%?~~%jYE{zj9cc z-q$xPkXN>w(fr}U%kG{2pk730&I1>-0wuU_J9AbD&#bGuu*&_$%AeCVHs(u0)w3U% zQ{?hE^6b={2VQ0cs&EZcb5>~IOwhi0U}{c75UhdnFf*f;`FVg_csZ!mwh->ywoME9 zQk!{GncFutI!k^$$6sf_{;=}O_H8y#JC0qcd4J=;%A5ztO~QcXMt?QlftpsuTGAGv z_J-q+-{v2V*>Br1?c&jRP-;B6!^f%-y$mySJQ%b&_OP4?6SRp0NTk|9e z8ZKMm;c{)$#&xN`)SiJ;L6jRf|H!l~U-EfQn*TA_W%B)CNdgnBF?uatGwl!zV)|@9% zW=Ag7d&>qfOn;65hU^dAX)hYm+S{(e;$TX6f9>dwy5oxNk4VE&IaqTK!hfIFz8)fJW5 zf6`W4C2b0J_5pX-P@TQ$wf*qWby8kJUe@`}1y}2kvM>qedtAe5&s3*HLCS zqs)pyZh327@Tl36gMaV6n>D8d7tgF}n^AW6jjwGnRKuF!>05KwWzXDp6qGqZT0n(5 z*s~@dUUB?hGf#0DvIS7}H*>OYp7}maFdy!oz5B%fYPy@uyDD%QJo18^46kp^*|s(3 zS(Muz!}s8L3f;5i9rOCW44c)sP2ZZ+wg6FtW|@3=)p2Yymau%bYuZcxjgZ0u=-Sh4QxogkwS859)sw?RQad*?LRh(~6Y$`p`eW`Rrwg#x5q z3@R35t{eSTESsu)@6DB%(;ek?ADS&W&L=?tUZx0r&Myt=TsZ zA$xY|y43Eqsod9%9{Jw*m)s4_d}fEh>T(`}Oo9{_;AF5ed*(m60?-ge%xSTG+rb5| z^K}kTNUq!oa)=nLX#8*cRsa8=w~vqK-)_&B|MzEpyxpH)hIK!Fy~ zZJGc7w@BaVc^nUpt`ttk#o}WJ7uKw?rkKgm<_tpOT^Lu{XzfV73Z(lEOSNr?ta((%I zHGh6h_y7O>qrbiVe~ZV{|Ns5-b^rezTkQYa2Y55Hh%hiPa4`JLQ4cek(SISEnStS= zBm)C40|P@vj(%}TWln0bUPW%s-N@YhTLuFEv?tad5c2Rm=`tZ|iPz+9D}%l##`6|7 zsj8ooS>E*T*UvW$na7ukOcfIgNxc8_UFEx)I?lOQs&sE0o@DrTEmz<*&d99T+OL1B zHm0zy-G8EMs@r7G(16@sTHjxL8P2+v5W-O}!7?#EAa2sjB{^NYovz<=GF$5B;b2p5 zbuwkAaBrvZjE!3o?kS6M?hKs6Wj;kLX3gA^3{`H;C7-rDJS1eaVbQOXyb@bt6>e2& zRcKC~`it+0ZoubjZ&&X~zMUJh{#mNtjo(HunfL!%vcO*Z=6uoo5~n-CjX8h%;>)x5 zXFYD=-WWUQ`Vr1$le@CchE%3oojc+6|LWGa@vl#%7=)MDO7xw0D7IC^hV??twYgm8 z&p(HqI6Y-;#H zrCu{{g(Z2IEqdv)!KZoeqo0?|wye?VyAmaK!OQY&s%PxVyfgD=-cHt2tjg?Pd9<$1 zpoqD6LZj@fA2KHQc7XEZAIU?nd)I-hresC77ov?i2B|<_xD3f|D^Wx3PqdsdM(c*_3!bW zf8kUy@9VPKQbn7Mv0r(Y^xfQYUYGaAyZ^^be!MkZQ+%_!?CNbV+X_|R6aGJ9JxXfM zNb8yCe~+@E_?gF;Aigr_-&Y%eOS4mJMmxKUvB4I7UWg)(h{Ez8QyZu=*_L=%6f~|=%%31+RCWiz<4>r9GTxin3v5L#Ne8N79^MB4- zK7aqO)A%npYOdVw{<`Y`0|SE?69WS`0|P^RQEE=Hz8;92JIOnb$&klky-;er&&nfA zhHGwYaPHvV(fNGw%p((%k9_&od*gsYhM@QVdGmDF^P4OvlPSKvH0PMXk(irdrfV5C zWostPD_j(zW$NvqyU=99g|9aRbe?@yJ)wIz@7i{s;y<2WxF){dRlFs&oJ-^@rY=zw~p>?p%ReA9PC$ zERzn%W-Te!dlcL3!4qXt!8oWhoptk?LVi!3Qv}+ z6M4G)L{t1q{o4n<9XrLYaL;b_d(g!7ul-%b*QL{XukrK5zui3f)vW9vvwy0ihP?6X z$Gg@tFfjaPWMGhjgghjbA%{OW#ciEv%hznc)4E>hDTBm{D+`&H>8%kJ?`Zld*yyrx z^`W=Y2N^tMcNs*UpSJ&dO1i#DSG9HEb!(x|8EU6ekH3*)SYjU!;=h+6O0#g7zf zx&2-`Zso|7xqnbza?^=EpFmx{|BAPky)?C3Ti0*#k>8+Zjr_!cvXbF~2tXEonF{B&g4p*}wVaS|(uOFf1quFgv zEz*n(4A+?%7=#%Z7^0o?^GZ_lO5#H*3sQ??K}l@w5vkw(wq$i8-}=10dN`LHV{4eB>wfX5sL96(iGS{$%}bcD)8omNTrR^}(bex&fe;&cpI)f%Djy7-a7YFi603GcYi0Yh>d9 z8vsi9#TluoCB^z+3acsT?IoB&4UD(=m{40!$N>Oy0D7U0&{`nGgj~dl?|kblYx`Lj){SRMVyI& GfdK$Pky-Ts diff --git a/Algorithms/Expectimax/Expectimax.py b/Algorithms/Expectimax/Expectimax.py index ed2f2cb..5ae21eb 100644 --- a/Algorithms/Expectimax/Expectimax.py +++ b/Algorithms/Expectimax/Expectimax.py @@ -13,8 +13,8 @@ def get_state_statistics(state, max_or_min, nodes_amount, weights, watched_board return the state with its heuristic value and statistics.""" def handle_losing_state(state): - losing_statistics = [None, float("-inf" if max_or_min == "MAX" else "inf"), state.score(), - nodes_amount, []] + losing_statistics = (state.get_board_object(), + float("-inf" if max_or_min == "MAX" else "inf"), nodes_amount, []) return losing_statistics @@ -22,8 +22,7 @@ def get_state_statistics(state, max_or_min, nodes_amount, weights, watched_board if state.is_transposition_table(): watched_boards.append(Board(state.board())) - state_statistics = [state.board(), heuristic(state, weights), state.score(), nodes_amount, - watched_boards] + state_statistics = state, heuristic(state, weights), nodes_amount, watched_boards return state_statistics @@ -60,7 +59,7 @@ def next_move(state, weights, watched_boards): developed and the boards the function visited. If the best state is a losing one, it will return "LOSE".""" from Algorithms.Expectimax.Maximaizer.Maximaize import maximize - + def handle_lose(): return "LOSE", None, None @@ -68,8 +67,8 @@ def next_move(state, weights, watched_boards): return handle_lose() try: - next_state, nodes, watched_boards = maximize(state, float("-inf"), float("inf"), 0, weights, - watched_boards) + next_state, nodes, watched_boards, _ = maximize(state, float("-inf"), float("inf"), 0, + weights, watched_boards) return next_state, nodes, watched_boards except ValueError: diff --git a/Algorithms/Expectimax/Maximaizer/Maximaize.py b/Algorithms/Expectimax/Maximaizer/Maximaize.py index 70bb264..c4389e3 100644 --- a/Algorithms/Expectimax/Maximaizer/Maximaize.py +++ b/Algorithms/Expectimax/Maximaizer/Maximaize.py @@ -63,4 +63,4 @@ def maximize(state, alpha, beta, nodes, weights, watched_boards): loop_direction_children(state, different_from_state_direction_boards, alpha, beta, nodes, weights, watched_boards) - return next_state, nodes, watched_boards + return next_state, nodes, watched_boards, None diff --git a/Algorithms/Expectimax/Minimaizer/Minimaize.py b/Algorithms/Expectimax/Minimaizer/Minimaize.py index ac59d90..c9282e6 100644 --- a/Algorithms/Expectimax/Minimaizer/Minimaize.py +++ b/Algorithms/Expectimax/Minimaizer/Minimaize.py @@ -1,5 +1,3 @@ -from random import randint - from Models.State import State from Models.board import Board @@ -12,36 +10,33 @@ def loop_random_tile_children(state, alpha, beta, nodes, weights, watched_boards worst_tile_board = None worst_value = float("inf") + worst_score = None rand_tile_boards = state.make_random_tile_boards() - for tile_board in rand_tile_boards: + for index, tile_board in enumerate(rand_tile_boards): nodes += 1 - s = State(state.depth() - 1, state.is_alpha_beta(), state.is_transposition_table(), - board=tile_board, score=state.score()) - - next_state, nodes, watched_boards = maximize(s, alpha, beta, nodes, weights, watched_boards) - value = (0.9 if randint(0, 1) % 2 == 0 else 0.1) * next_state.score() + lower_state = State(state.depth() - 1, state.is_alpha_beta(), + state.is_transposition_table(), board=tile_board, score=state.score()) + # state, heuristic(state, weights), nodes_amount, watched_boards + max_state, value, nodes, watched_boards = maximize(lower_state, alpha, beta, nodes, weights, + watched_boards) + value *= 0.9 if index % 2 == 0 else 0.1 if value < worst_value: if state.is_transposition_table(): if tile_board not in watched_boards: - worst_tile_board, worst_value = tile_board, value + worst_tile_board, worst_value, worst_score = tile_board, value, \ + max_state.score() watched_boards.append(Board(worst_tile_board)) else: - worst_tile_board, worst_value = tile_board, value - - if state.is_alpha_beta(): - if worst_value <= alpha: - break - - if worst_value < beta: - beta = worst_value + worst_tile_board, worst_value, worst_score = tile_board, value, max_state.score() - worst_tile_board = Board(worst_tile_board) + if state.is_alpha_beta() and alpha < worst_value < beta: + beta = worst_value - return alpha, beta, worst_tile_board, worst_value, nodes, watched_boards + return alpha, beta, Board(worst_tile_board, worst_score), worst_value, nodes, watched_boards def minimize(state, alpha, beta, nodes, weights, watched_boards): diff --git a/Models/State.py b/Models/State.py index 2f9a303..b54fbcf 100644 --- a/Models/State.py +++ b/Models/State.py @@ -43,16 +43,17 @@ class State: def make_random_tile_boards(self): """The function makes a list of all the possible boards that can be from a 2 or 4 tile appearing in an empty space in the item. :return The list.""" + from Models.board import Board tile_boards = [] for i in range(BOARD_SIZE): for j in range(BOARD_SIZE): if self.__board.board()[i][j] == 0: - b = deepcopy(self.__board) + b = Board(deepcopy(self.__board), self.score()) b.update_cell(i, j, Tile(value=2)) tile_boards.append(b) - b = deepcopy(self.__board) + b = Board(deepcopy(self.__board), self.score()) b.update_cell(i, j, Tile(value=4)) tile_boards.append(b) diff --git a/Pictures/Screenshot.jpeg b/Pictures/Screenshot.jpeg index 1bf5fd466c31c0788e4b6d8e33e4f6b9bb057ac8..6d908288e434dd7492a64a5d1212ff59ca3844d9 100644 GIT binary patch literal 32463 zcmex=$<%PwSRFvdYWaQ-KK!z}~va+(XvGZ|o z@X3h?ipY@+{vTiv|EDQ{cwTw*63@n1ILW+itY{G$w>`H|qMvW5}awt1(JSZA; z@q>zSQc)8pmzcPOq?D?fx`w8fiK&^ng{76Vi>sTvho@I?NN8AiL}XNQN@`kqMrKxV zNoiSmMP*fUOKV$uM`zch$y26In?7UatVN5LEM2yI#mZHiHgDOwZTpU$yAB;ba`f2o z6DLnyx_ss8wd*%--g@}x@sp>|p1*kc>f@)+U%r0({^RE_kiQrin8CgR5fG1|`Ad+2 ziIItgg_(sNL#Nz~4os{_Ry;>bO1x z-CnojgUE)r(JzBC^6x7IG%GF}B}LyxDj{c_Ukc>5KJ~?X&!E z^}Rnd>+AideX`wUSJp}#uV3ZW{#_ggEOW$UlhL%ZXiocxj(fjPJS^%lx$-c`jo5 zba{>#3q!o@)lL3M+VAIDeY+fZ`R!J2?v8i4dW#|#%rc%jQG#g=e}N-ggZiR<`hS<$ zXX}PtkK6rW`=Ot?585u?lJ3o192pfZW6)w2qVXhO;rTW;&X3XcBL6N~9o_!z>9n;U z&0bw>`&gKfZ+E^we)5y!P#0Z4c>mVv|(lO8)T`>-VaD43Sg& zp<4WyS1fYvrQZ(IzTKVrQAH;)?U=h;*kk1#3;3>e{n_@xyxY$5$NeMM?n!^x-*1y% zzv@nVM#6uFmcESbEJ1HS+pJp5wd7NE_|p1ATmEjUf1&!={*TV%{|rxNG5r45_2c)q z>JR2`4VTm;T-YivfA7aUf8Imszq9WCn5nl&;h=)=Ma~=B&jtVRic8-`lsm=i7fMyEZ9v`K-eFzw;Nb{m8|XbB8B?^Q0Ru=hbRIum2HQzs>(I zb4~hxhL)82KfPf8&yiF9yI_B2Jny}w{T*BH`n&C_IMT`bpP_wi?voUihJ$eo9w(IT zj_rH=ciz|i0u_@V9B(VVFLGAp*U_&FXFUpUOwym8+q=~vfGby-AtmAa0=`dOpVr@+ z{wVkOq5ZAlQqN{h+_$#e>c-1|33pa%uQn{QZVgH9Yk45I^<(?t{|v42694R@?p18_ z7jQS-<#(}rZ`!W_)d>kxdqblcQp&ij_*xkFFL`Ny&VKm)$ox)uhB~eNZF^j6D@|Lc zUOK!gGuSV!<;V@Ylt_E++=N%*l8-HA!e1&G?P3p-j7Sl@6Toyap5xzTdx<^yANe0` zna{mXHZIP2`Qh@v^ETc%{q*FD80M{~EtJ0}G%=jJ!*qO`#eW8=Kg>VQf0*yqeQZLO z##@=r=bj7i`&<`0bA%!OX^>li(bAoEb1tyI_$vB1ev|!?c!58TKk^kn=5D!|y({ED zL)wmM9z5}xP79XoI3V4x@VIAP#X0TPzdP+rUf*MC_Wh9GvToMlkSlM`UcLIMeoY(i zQ4zOlW6}EAE4YuVD=@$OrTuxe)8AQk<`ugSU-)s!`?TxM-5oIp#TKsg&`%AMp7K1C z%j4kBIdYXp%l7_o_BQbl7$%$J?7bbxx-U= zd@*y}{SWuQo%kSntUERR(OvD}i}{OMm8W@ExO_X(z!si)kMUU9TZ@;IWB)T8$?vmg z$t~@5KCsVhZ`ZR3HG$ZhcV8Nv<$Gs1XJL>fyJ`H9{hPKQtj*ao;YZbTkEuV6GQV$9 zf3hZ${lON-^FJQx-@N~=`>IKC;o}9nrp~f4yLkJK?wrr;T4kd1Y|l4YFw_fIU0;6d z#jX5<`x~Qr`{4G(r?HyZu z^BxCYT(9@r;lrA4r9Y=L9^|<5u(0pv)0WDWkSmBFWe6Dy8q7n<7`g9$+Y2fA;*1@|Z0b{xf9sDp|i26SWVG7eC)=~gL2V- z8lE=X;k0e)yPAH?prZf5_BZh>GtGZ(G2gXsZrU}0*xPvwI-lS8?%v?&GQI!1Yw3P@ zJF6e*558WToW17dt+vI5E0=6iDN8kX=?KZoJ!6q{g#UZgj{gijQh(y5_9w5cKe9_~ zdTplkvAhLs&+})5U3(xY{ZvJ8o2B8G1^jdNC+4?X`S_7PXOT660ev~)(@UE#x%KkIl{?;*V z-P?xGM~>vc)5dj;F}lfNhWEZxSR`&#ioL!;F4{|u~R zAE(XEexR#;;A4!t+UokM>6?!5`GkF3&2Yv#uT0|Wt$S1EfAGD__3ZosJGGBI7pJrb zT~TThax?D`c-p=#Rr%Gj2D_LKqEF||{q3D`{a5Q1v1!x(>2yUtpXV^~NOuXhvEf4p zW|etUe_7S({Lx|l=M~><|DiJXKf}@M&vK`?|7Uop^W(}qiQn-z{xfXdT~OJ!a9 z)Mx&i%kK2vI9E7ve$=nT{fTY2%Kikfd}DV!@SovQ7sKcL+u=uN$sg(Ojmoj(n2}wd zetFU5Bipi4#D!<36~5jrk&tv68ISFsI1V9(iQ}i);CU^H%BWt~bu8YiqE#_|K5)FIG{1P+q1aUZ`Txe}*?wpi-PKvLEW-Jbd7m|B?RgTmCJkr@LQQ zb03+zWYXEIs%#dq$GElmRv90Bv~SmchBmDqk^dPS|1(JbXLyjh{Xc{91@^Un%zqsJ zaQ~6s#=<2P=11ypm2dm@>{-OVqlJ7o4r@(2GjWB@rXJ>b+4|pBeN6AL5&U2s{ZYM5 z|KGt?w@&6L&Ohl{);`Z9f9lmKPb2!=t5$yS|5p1U{ZPD6?CX0nSHAwEdk z?gdUSeljXK&sp&P_0g)g3^iMS^ZkkV(fCn0>Z9%cUeo^!Z#~xJuDy4&?l_CJ~4*$DgpIKI%#m9r$ zd)3aB?z&>myeZxO)!Oij3^IMEcDy=p{e?}^p=R%tMXx-rN#?YaFe?So1@e;sc| zm9~@e{&|AcE9NBj9$8?_{O`rB`7WX_Ll}?$3Hg!z(7tn*@3QHSUR%Cnm?V2MM^V$EKh3=I*9_Q!2pH?P+@3GqM`i^>m zKhht5-8)w=@p@vWVcc%j-JT--dseWvpI9z&;&r6?EdRs&z5hfmf6bn4Z7=-d)u+Fc z(mpG5-MsPR_Zq%%`BsJ+%hcuf>MqxB+57hEF2^M|;!ewKUUHpFrR$Q4$G^Zids;&Z zb~0?YU^e}w{7CxXl8WrWE6M?^Q|D~f`u0;`g1y(Dr+-)0aHfBVf9yM}LhaY9Q=GX; zS9J;vjc)Fr@p_AW5VM8$HAusON*Cqq?U zau>s&$3GZ9G97++|H#G1y>Z8C!?L5JoAbFg@ai7v3P|lM>oHE<;Juvw`*yt|$vHtP3nW>MsGxFBv>OR{ec3C53 zmW#aB23rU9GV8a`yM7CQJNaRLdue?`)!)BgTNlN?6wp1|dZLHDwRy#@|K`KDg(y)%kupGHK6@e;@CO+jVI$ zU)dx2JL5;$@dMw=X8mVqHLWzg9i7_pcjBVoHg8t3y*+bqvc);GZN~R@%HLEzEY*M1 zzW>+sqkDsD?QY#W9Wd*cx5e^cZGXMDUCQU4_Liqt^Laf;d3XHMJ;A^8>x47yxVB!< ztC3#(s{dQ5clYbr1>c1&<&8V*KBYYAUBY-<^rPBr)$0e(-`csx#<#Pah0Zq;x8-eKeZ$kR@#Lhk5R&38&JS51EG zzb@v=wdvUY<5Rh~`idACo;*Ia$MCoJpPV1nOC2Ac^*VR$O_V~L>UEQ!E+1D&aCvPq zPX4=Qe$`*mMGf|5HU6vql>J@2HCsB;#C!K?3z->8TQ{41GcYcQU6NU3~7ss#Tn?w_8XatPR*F^i8iWS?aOpR>AL{?v)ajxee6yS>o3|f|48=uklwQ8K2Jv2KezeI4=Hu} z>)btU`0k8nQuU+kT|}XHfTi_@CjojN*TWOB>@?nglw?&#~V=ck0>oZ^c)h zx5?RfFXGl&M&&j~fu4!~8JOJUTWhC2)Xn$*$p2<@{;JIBN{`q+EIx9E&FrM?#y(fO zSFaBI)xN5+fd3?atDWW5ebPT3oj&?Yc5m;|zq3wkJYLcBQBWnPT`|(%&EiRM+{6D2 zysJO@|7(!r`Ok2`dj3C;_4{8e;P0#x{deuY;GfWs+K20;u9Wz59!+1BRS@O(A?gmN zsO+IhOU^l1*rdoWtrh$oTCw?v9LEpYwLc~w7XQzXa5Xn&o51-eOLjY-moh)~>QvDh zcjdiRQ$-j*U4LW!G5Hbuk>2bh-~O3g|Ie^hY2&u-)v3Q_1m2{j^VFAg&v{UKw$|HK zgdzOd{39#f`}gPU-fj7xp_=!3*Mm#v3zGU$w*T3-Ec?r**&B`LcF&IqU|#)@|Cal= zh95g0%J=S5{qVefPxLoky;BvJ?(x5Q9cjkQW%zTR((!5Pld|9a`g!?V<3*eLkKISb z{xk4=`Om-|^WvZ2hAT-subTee&b3`@_1q2mVaL9`oU=hvi}3`z?{B|9`g?wC|Il{t zyx%0l^$}C{Z8Q>CZTv>@k@}){?9G=8VjiUJv-!Y&G{2{wVZojcn=_j3-CSl=+a0xG z!kQvE?qi`-9y};f^$)zR{$;Lcpr`=DDg%Z$nimQGQ_pjyVE#AJf zBzkRFb+YK%E!=+unH!Gqb?j7`v+>E+y50<_*m>;>Gk@vLYqPesyJa0+qHdks>$Kue z!|E*o><8*){|VPP{ILI+72k26?`^*7rKq>>bMtZ*8qF4~dEXYo@Mpd;gU79q2EXE% z?S20YYSMl@Ph@YJ?h*MgGj!?Zi)&Qa9$tCsvt+Xj^ZC#KH-E?eOHmrk$L&+jw@m({ z@uO08+nS5p_O3d$-Ku@s?P)qZDhhpk7ySHvHYY2y?b-b8?hpR;6|2MjJL^di52oZm3+pcEtkzb8ET3&H8csp+CR#gO|FwDm%A!L_6Cp zTy`Qqnag0YbVCvwTO{Y#vnBGIz8}~x_2cj(-}OiG z`@g)mj{jph`JdtFMN|_!T@(KUQ+Hu*mTQ_6paM=yT+cm8L1k$27hgPQ+8y(NqK-|B>au5Kl>B^n;P*?bvpfM?zBVk#Y&CE zzr98O+@DaN{9ym&kAy-*{#L~LXMdW1%d`HO->r=5%q=#uxsU1vUQUYp&u}PnO?1wT zqnpo9{M;Hm=e_*BRizhdWdAcvOnd%sfAoI_2d^&$61%R3?0i}s{nf_jF{?B0$v2C$ z?|)JI&(M+#@}B)``R{k;|0(MK;bsH!-oK6i8EQ}dXE?6Ce$no~Yktqu*RteCm(xJk zz3Z38x6SWlRy?tPDDlz$FaNLOf4{5$XOLO^Pp}`9TK+SvslQ)T|MAr87mIJ5-%+%9 z0=fyn_Ic(KSN6}D3SwA`+vXk|7Y#~M`@n=e}+YkYwGU@)qlM8=Eb5nI(^3f z1pS5oGhB4IX8(Sr{g1cuAG#{$|LbA{r3BCa49BxKFY4YfNZgk2!|L{te~On?_WoyR zxg4?WreSybeC6j{%PsHO?~Pj=BYyDyPqDoE*I)O4VOcq6Rur#_?|%l4DhFX_x3MW~2R22weIfUsL}eXZ~Z?6&~|1&6UJ^#0E|G$Q*cf$EU#Q$^6p8xA_{a;4y9qTqRb!jZXiFfEX z@BgH8=Rd>s*Yz(rW8W6Uv)4a~-1(nj{k8uL7lbyi{Lm}ARwOV&1mE~=%~MyA@JM#| zhy6c3)c<-_KVfausSn5hRM`J5wLcNIwq~C7-$!-(pVZ!q{`b=V@}EOp8ta^QXe{bt zz=pLK{ILGdpmg^9-@5Jp8m6AV?)ahnpX==Tzy9X`Wz@cL>YwDF{lU+EH2;hJ^Pj!L30D|RK=41$S0{>S~F;l$eF{|xc#|1&I5Ef+ofNBlp-#Hi>0_Q!*&k9XQ@8lZuR zJ-)b+B9>f0(a{T`pV*Njfu8vpl z`_E7@fBjGS@@fAWb_IX=&tR~qOMAjQE{(PKxhhJ(zTYCcE4q*~=BatQ<#)NMOSOVl zt8!>>*1EdTiLX?4l96uiy1XZbw{D-dZk)7nVRC;ASIWkdBE2FjE}mGuHHBw7={1;@!b3>x1UMe|%c?$In)gz?kC^ph>B4lms&$HMeb?`p5WZ-SV>^ z+5hbR`L8|ORU~{x%?pq=5Du08o9=%3nLzxjZDNzA-Vv&9aZ|p|^5xO=*eh>Ka@C#( z?aAG6ptXOs+=1%JjX$oRo2PCyZ^ix(Q(oEVEi8D+@y)@iev^?%EpLqC8MQaHs;TAK zwRzjc!VT^mI?||O#2(zYr%x;Eu^sn+hLiT2|1+$c^q=8H+HR|9Yu+%riUdi3oDk?L z!gw4#eYT@z@kmBjkpM6b`I;N-cPY2-^2)e_nPLS}?#KKWe6>5YF8tg*<6Zkc)*qQ^ z@^w1*xBVM$v)SupN$0((ez0+Y`-a;!P9JiQ9Fq8YgIT!er1YZy4EKE&)NQ@&@=_;T zC2w7i(VFE7{Q=p>|3rS6ciQ*E)pHA%zcLTHbL&v*#5C?ru7T4IFe^M(U-@O}-}$Ad zm+#v1;m;-G0~@6~80}x3NRZ%9-XT*hAI0!ZN@G!DD{M3bt!UYO>%l(0{|qNKgEHn? zP{vFTekf%frLky(1}y7p_5Rzu_~mB~{jbs7o?h=bZ4W66zHX{2^j`O>Y?s;O;+1h` zHxitVU+qt@J$c|y_H%#Xx&9&XKfFri!~=Gev{Wm|+TWDqvTIu>@JzVOZqlaRTlZ~` z?$(}>mzd-*Ns@Wx@i=!;)57_z{~4alzxkixx@Y|t0i~UJ(3vlE>$#Cr-}W?WZ{s^I~tg+UAhU>}uf8;EvNaT2RX{Y@>&HhLHd>PyOmme2y<8isjjd8c?%y;b|e z(o-iFoz0y;PqOp)Zyh%Kfb5QITVCI;O{>mKn7TAGI!$EmPaDD4vtF+3oGYWN865s{ z>wkvTb4oUpe3ZELVYS+{Z+q82|76`S^`b2Nm-VY@o>FIJ>M|;hv8?Qw^Xuce?6cX| zB&EGSXuFprYmbN}jX5Tl8lBgg{r(r*bzy z$(#Jl$@t`--JTsE=l8tbBfreUb?KJb>z>5TZog;$LGZwThK#>j_I=yRe${m^h>UVm zZemt)TfBi$d;X>m{zsxYpUgUT?cFs`i}Ln>Udf&3RqRctKGroq`b{ueUc|HF#hXL? zb{~9C94lyqpIz+D|j6@n*n863R(&e1}?|GM%6{`Pfi&tC7yOU`&aOJC`R!NJlKI`@56 zFn?U}Px_CE@S3Rmom2MD>{Qy4{C)F@O#6BF&tKYGDHHD zjCcCIo^M^f;(clM>K)BG#a`zYwkrtVTX`{7_{h1E$DVJtS+0Dj8N62O;*X^}7cR`Y z9%cJs*H(p(?QSm~U$~yj-~Z*YSlXstk%r&Hv-!^}{|ujVF}(fQwZrQoY%t40&_~sCGdP6oH{V)$?#z>oU)6tw+q;UkMr~fLSGjxhvR1AVg@wM6tRjJt zv%tl1i9AXxZ|AQUcBn;hwPgHZ`{}Q0?hDkP-ar2ZC`PN=&w=%Viu1yFQ5*FYKUUp4 zWNVl0(YtwPz3q(j0*PZHzrwR!P2Rj~DgMvEzr}k!e?{DV@4b^G)q3xCJ9)-MOuWK; z|I#iljU{*Q9)o2R5KUrc3GaM$pYu;({i?h7P5(`bdQ?8;S*G!4L;E}5*XJy1loS5X zz*T(YKf~w0i~lp+ziI#DZs~mP8s;?>(MN<|NwuDB+31;dp^C2%$dOlmxbR&DbI?oE5p#vv(bG4+5N}t?ynfu%LUD2(I<1Nb`x^B&tHz~cp zd*{u-nEc!8{xdv(RsZ`(#_!VmfByRaXQ<~b{w-zy`D^W&x8EY(|6;HIAyR+l&5CvA zZ?D&X{%ZgCk4f#W_y6ja|7Y0W)}QSDuWtR$_D#p@FIfL)II#F%da7&T{=D7)8RoD2 z&+z`?Vz{Pih?%z2tp7FM|Hmr-*;-4x7h$J7lAaqE|1->A{Vws%#`|CR{xf{g_|GsC zms{nI_5b-BU(BD{_n%=w`G1B+_dn-Obv>@TTmGNHKKMVw{lo4EFMczrfBx$CjB1_o zzs&ppaM?dA3kjG0_Im%%U-SR{ld?n7vvKi%2K(?khi@kDeeJY`@g)urvLr&pW#m|8V{zLe^l|GSb5~o$VTsbJ&(2x58l{uICaInXt(G>kMtCl zFXtFvA6U8nq0;sJFU(i|XLu0(pP{$>%JGLUPaX@pT4}ti&AIt}vZ z75#kwk4n_{zieOa|8UoTT>MW+xB6dm)%<^~`+r=i&rIAu`$O9OSJ%@2GuZuSkoeC) zK+DCyOWXeCA8h}%b>@GD^ZSq4Kda?*t@-|+fm3Yne+I|B{{I=6?*Ga7&(P8x_n%?G zz2*NI8uR~|KrBl9w>GW*^ZSqeKj%9I#@qg9IOMv%{z886e})6w|1(J0qxwqzRz&`@ zKN9t;Bj^A5{U`Zf`h_Xs=j%UA%)b9c`pSQX54!&uj`jcW*!un#@2mPBV*eQ)yMLP| z{c}H?`~Y|dwbVR^=9R1;VV8sE`%irHb@y(GBTFP6r7_Imt4KWWe`@993_sqL8EY@j z+0nCDvUN&wm{`%?t+D2>pHyH_Mhu`PQS9~fBGlz zl}Y&Y`n1>kznH#?|9<;F!^aX-UTr@ApZm@HD<0WT|LDHrVqEOs*`PdqeP#Xqd~lvd zCq^cLc)8(TN z|7S3NaCi_py`Ut}wJM$C+G|g*yP4Wg4DY`;{`#Lm`RkwVf38>R5C7T#8XEiRgsb-3 zEBtW#pN41u8P-qx&u}4Z&pR}Mb?bl6^^f?s{P;)zj~Vs1@Bhxce9=|(;d~=l1&)ob zSY5hgY2KEpUuL}jJ`*(7`-{)@KZDXM`-guc0$oK3D{_CIge~JhGXW)MY9$&o*Z=Rwzp}zRH-T%Zq``^Ck z{|t^%pLe11ckO>yYMcCPzWh=9qYM8tOCOiaygd&3=>@TfBjJZMRc9q?tZ5F6H4*F ze%Sxwx}MAby=vaZzy4Dn=|8^kW&XcgB_e^YNfif?0~d|WJ~hx)^jrFI-n=bS)?S;m z&sp~0XZ!e1_VFk7KZ$k!W4{_SGS45Pv1rM*rtH}rZ{I$uOq;QmA&zQV^)entVp4Q5FEPIyT z>(lWkG!}Kaf`^!^)DP$XWIX$yAzt@C!-BPychLl5DeiBRT@K&Iiy+s3)TOl9De`vwcG!G<$qXr z;%UW6RgKGK_1BBdJC@9y)8nO8{W??U-Mo82OD{`mRXj;sdil%k-EU?n|72&q@gUr! z;A?8|O*h@s8yC+BshoXbxodVzMSVagccaXXH@)Xyv8D<*D)b0m30~j2w!Lh%*j`tz ziSrM=Qxyq}5CdgTBC?~X>K5UcJMQ`U!lzAoL?!=3A@6JCA@5<9X zvPoJxP1!DHv+VsJuO|MwZuuymH(O42Zt_)KpRE53ubu|)lz-v=$>!QugRLu%&nnE6 zF)_B0Q(C@xX{cqH|F8Y0p4p0o&b2%AJ7DUf4V!lEo)})NB4|9pwt(I1pxWJuw>90g zK9#v;E_-5 z9Us*HG^ze)SlXb?{xf{LykJq6 zw(v1{j@NoNd)d7#Bhjrb8{+pIZZ_P>i$gp0hj`w-jj}43p{V+nBjLEoWBN3s8>~hCi*+ShVlVkB89Aegc}= zU;jkQ>{Z7P_=>5E&-!vg^5VYpjLPpma8LXpDnGZoWGvSU)pQ4 zXx2Q{_(eHC_vx(HiY%E@ciH>t^-mW2C2BmcFaD@{M#}d{*|)MwGp5!o%{R_Gs4~G{ zMQ+BUB_HFD#Ofch6P@m}^U^z^XD(rUTvI&V_}ndz2YxZV>iw9XwIV)fxlqPpC-b2grjNx!u4$NYz}`r#k0?D{rSM6;MDK10ZfLHKyjoX6{Bny>eS*Ls8( ztaupe`MUJ>wnbXiq6029$&Uj{=t8ScIEw7mR#Q|uzLB+`*!i~wlt*APnDT}Xl-Vk z(&QuiB}#rDh=@9_d_1Rp6H8v*@|FJ?UWco(X|?M{=BuZ^tc`!sA8s>e@oY*rvDi-?0e4#-h!OgAC*TY^%yB4qNc*obF!1%P*{UzY?-Bc3Z8q?m_rM`6t)p zJ9Cq_UOCah>M3HuyglYWgVv1?=Vq(U+I#o>iFZ4=>RYQm{|xinT+aJ$(;A6NjZpLI z^vS}BwbiCa+a_kquGBU^)y&2Du=4ST zHI-X^iv)LtPcwXVf$^_)*7w*AZ3-U^cGNu3`uJ`c#kJRGD^5Uw!8knT33r!Mom_^PE@x`>D~sm#L|-H<)j4Ev?#m;!??$=v2l{ zf<{)=*ZglxJAYKbrTKf#!3%PS=h+)Z-&%b0u+W`2jntk$4LzS~+1DmcOI#JSxMRxF z)7CdnetC8Oas7@xE{`=GRZDLiy!^-2Cg;!x$tnF)RxmV2?%I09y!?D2Pp(9b5dYfJ zvhrPZYx+5SZ^$g^GVTwI*|$AKC;yhJ$}zVm=NGQiIX6!+QR(lhm43g!`d_)uuTkx` zvoa-cQJ41fKG0k=^HFGvVF|RwaG?mT#qhPiVU~`czUj*e#*1s`F}dG;Ag=sD%iii! z)%X2P9;+XCbiBGQB>eT9{nDyRS5q6W{Vq2@*F?sJYz@?X8T^>M-u;pH z43pU%Z{NIKYN++o>t5RBCQpTV9=3)@Js<7w*cIPVqpdfycP_Sk((dHgF-^jm;mM!dw=I+B?Kr>G`J?@zU2*Flt}K0Pq!IK? zV&4Uo76$cxNz3DLmh9^#*8Q5W?qT4eRg+PKl=YIx;&idC6{xiJLj@Y^eBn#`zgs|M_K}aU!6AN!jT1}GbGjF@Bz7H8IlfwM=O6!<5mDitrsh``_LWB_ zPjYBAW9*qz*md*69Pxk`&)>eApO&iA@%Y`!*OOnqb({L1f#dqOhTr^?zs;GuzxvC0 z`Kh(iy`HQ5jGu%>*}o2c9TO>o`u0BK`bqiRcW%6s%iVf1cmJCW z681B)K1yBxu)IV6kNK*#f18;+ZmZ;ePl z^`GNEX1iT^^T)R|*>=r)>vP9!6zwu}3c|0OzV(-WVb6Jw*P(S9uj#~twz5+i_RnP6 z@OGd6i?eyW=cd=o+<2ONlb2O*U`KD99{PTJz zQ-d3>mY3%nPudi_*Pm&fywO>8x85qda|W5)Yv1PXdw=BhKlvZq51GlaZM|gLeWGRm z9^pgZ)+=pGNiuF#_~4rVqdxLSdGVU)gNvP)>;9gkXqb7->>OXgZ8nSZRUf2oeh6Ec zzv#!J(;>S&<0K@z*Eon-23eeB-oG~4*?3k#%c3=F*5|dyS+}k94PEV5{A}vo$rrcR z>MmdSE?(e$jb-N2{X-#6!sM=+1eKKX*^*`ry;amruLOF zN8sddpVqCiUaOm{zjilY_pF#MnbkY~M!U{BBs#_Oxu!*qn%UL$?6*&UTdC(YQNnk@ z#4D5R4=vgBQA4nGck9gdkIO9oXkMSE8Y~&@Az}F9QgZ)+@K}wfC9B6r`nR;1zulT_cJ;0uHF5s6N49O6nRPQ z=zJ($>H9e*SIN|gTkxRzR`a8uw6i=Ko-9d_U#W8S^m<{}rxSDYo}PDBW00R7^;~V@ zv#Cobc3aC#s=gL+#!aq|H&MfT-n+M7w5F(A?YowBSYuJwhdxk-C0wU`d*5*Vq3bx)v4{;IPY5d+~>)10`pD8EVN(G`nJ6Hi+sy_wgpb7 z*=C)1Ft6{FL;RV>h_d_QU(&X-J@?+fO-E6b*#I|{*8>jPc-+roW-kgu|R^jCz zy^lqucjdlOzWiWM$L-ylf4*33$t-bL-s_>Z&1FHUt9x&o>{`6It?1Vb8};|WL6fiA zP20Qn*6&u4z_`pWj-b9X1%nfeFMd7AFMs%Q(wRJcsVUrdQe^lK?Z}n8_AEDyrOo`_ zCQWtua`u&9*7C9+DbD=Ro%#6l1NrhfM*kT))>hgiCJ7tfx?}vy?1H_`tZ%DA4kyjY z@~T;zxBtY)%*#g}hO9g$bMno}JtZeh0@n7P)q4Bu^Iz?j)xXZIEL;`Csdi}9hYl-^ z{|r(KV|9U9ptp`W@<*SRjpOC{`;(M|C74riS;LT z_5Y|36A5%Jl3RgmlqJ0If&Why@Ba+(?4V(rhp$mPiDei5GnB7Cl!RSaE)={m|kv8ZmGf+u^hG8RZvf^zuhJUvve2>rl zWagE8`)S@e2Fr8qYqRPPG1KW6z)rqAYo_WsYnH2pt=N}>FRhW=k%{~4a_|Id)>{zpOiU(^1d`u`bjhUdG= z--_sa{hxuc|0lc2e}-A{KScKbRPOlC(85xGA^bms>VJmcTJ{ea<-dsjXE<5^@6_%p zjenPpl*j+zsXt-4{LiKT3kk?t%7pK)k`1`JcgL{|C+bPws*!hK8U7UfGwxze_vb z?f)S0pJ76=|IelW85+I+Gfcu8Sp9Ex+)Mv6G#vlaJgfe!{vWRRKNF9j7#r|m+4Sn_ z<(|6RHWsEd1ue7q+*Dxsuzmf@xZarZ!{>i8!N(Z0Z4T|fs^$0U%dX)pFt`2YgYZ``e()SKlH!a z|HU}&Kf~kue`4iPcqJu)f7f?GeEUgpR0Hv$RO!2P{w-zwXSoNDnLS(f?~MHC+y5D4 z{xiJ3GRyx@wfXPoKe=|s$95j^GhH%u`adG~)j|IZND|K{L- z2HX7~&;Q$-5$Fz4-2B^^|L^-heD!}O&i^~Z{`vNQmj4;9FaB*%e?I?D@qdQ(Q6hm~ zXU&T*`p=;7@66%<4AuV`nCJgzz~c^)+O*}<@9aNezuDkF!@d6u2cG|DI4Sv`;b!x{ z>iWm?|5n*=X8-f;Kf`hRUtbrx%15qz`d$AMKfT@j>Re}jx#?mPsh)4AWSTnsI1fB; z(yFRQY#`Y3>#VC&(B;yLl|SXuj2Ru1GM%GM^|z{T-M!88o38u6=JNXQm+L=<)OH8{ zXIOCe{@*Y6|Ab~-jF}(1_HOOzKVARM94@P`*?;ETZ?VPy860=-|NV0Rk5zU@SNvzV zkoW%Iul#>nTQU~E-nx7J&iV=UX^Fe-_r*U;M=?!4=}P?z^YZ@;wdVgBM59aszuvlg z9TKv4=ik@=Y`hQIwEm4*_FtrT|7X}Y`#(e1S}BcRZ}VQii+>`2b4K3z_tSsQypLj> z`;D#gzj*KdXSnbCpW$d&uSjj#_EJbpn5Ta~{pZYk6!R9piR%B$_U=E!`(^(b9<6rk zvfCZK>-Y4Z?BCL)H~)V6FRdKKyg;NN3SI0f4+)g!-^RQ*|9<+5 z|20j$a{W+R{QFYd`V(JQ)bp~61je}GobN*`Jj+av*Vz1Ln4ok2>!i3BK zk56CuRkQf-vFVUC$IlnxYUqjlXW*$n-u$28dhnlCqxp!n%k|IX>NfuMSC;+v-ThMi z@66S%BH@fU8=;^DV4(2&_WarLMK#9%87A=jXZZT%{x7cZ;F#@)?SC?y|IZNb`=4RK z(o)k8GpGN)>mUEgHcS4nqpL``AWmb$Wj}oW=dii{`sw-?+OfTb_xbIgaGU?F+5WF- z>z4lvcd~vR{;F6nW^aGtCAjCg0atr{QI`hunJ@Eye9QlS{*!3Y%9r*Z-`syc|B2Sq z+H3khK7F;DukoLua4BR>nB@zc?R0yjrQSZv5xX|xf40wGQy+Zdc>Ugspb5#Wi>{&v zvTz1^pesYcmq6Froj*6en2(yAbWu}Vjaurz@4?sq^hdRSxDe>7@#N8tUYC_|_ewgv zKAhM%uP3CTUh0Kzjir=_)T3er`9rIF{+XJ0ImBv)Ixu)FVEkhGX3eZM8h&eYb+$y+ zsjFXm^lY(gUeVN~Yp345NaK(^zTWZYtkgMiwRZxZOW)D7?=9W6^j2n>=2MsDb3697 zCN~^7v`0N`&03DXPp_?ca3yKo%`-8X+poQdi%#dVn%KntG*o-dg|BJ*CqA5I8XkIw z>xt2Mc_B?;{Y~+-;y32P>Kiy>X z_Wp(1Y?mKZ{~7Yio#*==w?DPj#%d*B_w!Xx`<~^LTAY_(nzC+ho%+2c7sDYs^z}cYp!$Vn+uQSRH)lwX;@WdYYa?HN-`;F??Y+Xk?~Xs`X-+fv zyX>2Uaiemp`UTKAO^!AmleFHkS_#f6|8&cn6rk#`&`3rFdTS(XV!~D7eiNRY)>gji#VBR z@NP|V`KGviZBjKBADLbEoJ?B#_ps*q7d!rD&%O4g*4=HVK$h59VS`h1o<>v)9$eS= z`S`B~*Ww~nyWezcaIheB0W$3pa1;@_fdgQPbiYQzr5CueOYtl<=}w zSIWAqjd_l3)%tKa@zGMt>~$yQVpsjBkG%Bwv;LQ#i~4{6G3s9_$+YS9EgQi{ijR8j zURm#sm=v*L(}Jh65i$jJEy=S!y_d+m_|i^g@5Xk!APd8O*8~av!xoE$+gcP>T`uqD z*=@8sYRiWk9iPrwz1-~PDiRpuz6o63kzS#MT-$ctyh!40?$fykPDWhVczhje_K)Dh z>(|#VSbOPqhu3q>-InKfd|B`G;ePv@FBWqgq9T|4{K$B@(f6iZcYMSz@v3u;uV~9k-aSSl%%^$xv$IU9t=;H%y(Ttwbw*L7Z?e{z zQyd9yR}1fyAOEs$)|L%^Mm;K5rq|9q>9#FtDQ8Gm;q=^#$1b{xKAi_!S;I(v)w(k6 zm?!TWh7=5{?CLj%Dm!9q+r*kIZf6foA1WlX^mV~X;8uPd{(Pt8W)?V1=Fs*#=hGx zul;wqDCE>)o#TsYwVRn+S9j$JPF;NUi`m*BlQ*|^zi@we*2>#8dv*WBn*}2O88}{_ zO@947vwVf|v7!z$&9BGnuPwc1+L_PUrE{DeG8&&6_Tx>gs%K)se+I6*-%|pY>g8wJ zo|}GXVyq6YvVqvUx=`gwweCxO=HGDpk^8CU?VZxw^Ph(49G|`5*oOHt*M3|7`^NFl z>s)i6XZ~pv{yFp5o#MEuRp(jVdX)L9Uze}jm9aZ7k>hvd+3m^YM<>RLdX}?o3;yo# zd-;`L*R5lxZE?z&)ajv~ARm0RaO=T&K>s;l5D;{dC4Wy=-Nn?&V@G~)Lh(t zhGSj$5i{?^l_r57r5Rqn;m<#By7a;7%zf8&FS18i(Sh*3)-$3Z+V$&)w;pRQZDO1gWy-uD?iTv zb9nr3*ZNPUCtvRWB)IKA!@84yj+V{?HTf+5Gpt+vr#E$~*{3t1{~6YD9a;aaD_vHk zUj(!U;K~!hD^jzbeR}ss%im_wgFg%Ad=9-LmavLbtyopPrUWVPz-mR4udgn}) z`iAw!x(CCLSvm9!@ysNktG4j|XH&DC>wIgXB#K4%FE9V~pP@B5+%LIr!3rHQ@dtiy_pSf4e{Ii; z!1>mzgUc^(2y_*FDBI{N62Lwa(I^Z?G^~HGiU0WYRjpm%zsKH?9m>TQxir?jJ{ZS$ z+4QYI+}X;aNu83i$=VI>ev2=3UF(&+HeJWuvasS*gje0Ab+>bi^4q7`iA=k8>v6y= z=9QK0IYnn1C)CAHU$|Dkd)uu&yGn|kUfjxYkxUM3DRMW73ps?&Q0#uo%WyMSStm(P6k&3t;8xze+93hc z*!GUq7q7su^h`qE0jX-oP3U5d{`k4&C=+R*+`^Y))-3lmrP zZK}GZU3}xr#w!JRy3Vr}U)0Y2{yuRZ^F{lI5*PFIzFG!prZGM{`7CMjyH3i&7c zW9HKtTw7lGi+0rSneVzOwy8^Fo$@X4gf~)Gd8R*NpU3{s{Pq$5mQU>a&rrP>G}C=` zQI~eZ70~jenj%lRnw^ry*E5e+nWOEqTyM7C{YUtJ28HbPzkd8@xEZ$BX6gPl>)k4T zzKRddKUy{%1Ix%6yo^J#6a9KObY*yY@dxxnlqN;eUp?W%s$) zh53qQ=luC_#?Ss{g5j^`=+v`1IqUzvKlA+TqIs9tN^ubtRqyG%mD_{R}U+erMLt|0bBU6=a zg`#JI3{;fcEWVkpU;FCY^=(NKlR|SJZaR>>e{WJ?tjWew&7i3oZ*|W+^)i|?`L6KG zPsdr`1bay=GDu>0-t}VtL#0js8Rmt{e?Re`LF(y>wFNVKYgA$~qvN$FhqY+!KJls^ zMa8k}`APeBdnSg53by`iV7FBNb*)ykV$Nm3&gE}jndUnNA9k9vb5X`it2Nssd)Ck7 zw7lhK_+@SJBWvG1j&|>Tc(L75NkW&;#;CU~H!th{wQafSZw7}xRZ9;3 z`rr_aMLSl9&CT3-r99`FK|okXpsVOiM{;`WN5fJRPI)90alFZ1zTu-sMAJQoGY4va zd_4akd-|f?1(9vatZFY#UBAETch9N|t)ZEVSML4jC2{KJ?H$DzmmHUGcpY6)U;9X#4)Q%BeGz3yx?!?|Nnb zQ1kMChUdN4|9;y4IHpu|AG_I+2MG_|u2sES=bB?`b?%e3{12~^{|rALmx3qJukm+m ztWxNv!bgfkP0F4Md ztAY#DbOpaIEcJJ-o&zd!@%51OP!fKgI zDj5e|yg2W;Sx>w%>;3+RsW0L`zg$^=f6IS{N3Tz=Sn4hr)>E0dePP6z`Mff0zGf5Ra>V%ZiUn)_llafj&;Flb-SVGY*Z(Cxe=UFI zli~gMCAFXh;Ip;_x)w-*Mt22~zf|<}=F@v5rg|J>c;~*fC?xEP_PLgy z4|ley^ZE<>-@I~T=h|5J>eaEaMN-yqrj{Fj` zYEtlX|Jc(d2`_(}ty`OXapA{*bCS+n3-?yDd-XQ)=aYJ^XEj*2l9pUMV+HE+)IVgpy8lJdzW)sSbN@3O*M7b+QrGM2(m-GBeP`Y* z?+WPZ?Tymb{wJUt{jXj7{qJx0K}Uo+Y|Z~Avwr{k+w~t$J^#-T{;J;U_ssg3{^YQ( zQ~w!SxWoQ4EIjr5-{0-vqrXt}eyv;ndHv4z>&iE-F50vo)pF2rVyJrm#;^SI`d#AJ z6W>fT)~x@5Y_C0rUa&J})E3ziaIyW>U-QrHdnQj?_h$F~sQk~M5D8fqvGzQQSq5&nKRL^?B*Jz0c;IU;3ZnjJMd%D{Hr& z+tju6KLdx_%Kr?`rO*HV&i`lW{zqZf^1r;-=YM~@|HsqH{jbjY|NOP@S?<>#{~0vP z2q>3_s+N!M|1>>gRs4shtodKep$esQ7^PkhYP+N8XNw01$@!sCTuDyllo6OhM^KV@K&v3!b|M!#s487G7 zD=w8Tt-N`Ev)yF9o{ZxMpnY{tD&edN0&bj+< zrS5-z_@CiHAeY9!WApzt8P(rc|C52lgsMFJ+im-wAN4;(oVx5cF8|N4plAN~lc3Fr z$Q;Xz{|x7kemD4caqWKwJNbXC0ytgJ7iItXW9=FHE!p+w+y65(x@au^Emi-EBa|oI!p_}}UVa(7p2C@%f+ij~xG-xb#o|dpBLtt^XOg?!Eul*7={|{Xx*NkpCH4^UMD; zIJ^93`2GOARWbSe&*_ikU-Rlesjo65WWnO!a`k8S3;bt@$gEfXeX-j$xBk%f-TxUD zE~@|iq5j7%`-jnY|1(^;X#e+zJ!tpw=YOd`+J7DP{waU2CrUf}pXlEEe|d%fGu&^6 zEE_;|9K`kZ*QDZ4{QHu0F*^Rk+IRmMUS!Pw_ecJpUO$@GzuEj}m|3UzZ^Na3?%x-S zb=|`B8>-tjKL2z2BmdX7>7VTPN^A+cjv980(H!@;-~L&ANBtU;{S*Jb_;gES(caHb z`(uCLJ9G_vo&;^rT&q}*m`>h`b{^g58?f`}B=dtFe~PVqm(^m_XX?=%*5eLFuJ*2%<1+hu_!;;z>bI(H5G@p!PwJ(NQa z!pS*yO->sz(TRE@-8blobjOG~k!~qUWS~}Z{@37%jPb*^>=yD z-lj`B4@~-d<~zQsZDojAw6i+DBaU~+3}?CB3`vDEl}qA(znsERB`&b^L$n_77&;bsX>9I^_Ssrrmyl($=L; zYvY@AXIwiPxG+CcWv^dc*M(~(way+>gTC=L?t9%lHGkonU*`&@$m>jO|@jHYW71ZQuxV8LfX&sCGW;p?0@7ltLk*?@Aw;U zo8_mO@@_A){Sa~eqUl8THXD1kMWzxZ-7dTNQiNH4ZkJnbx95WLSsO~ufV=x+@8f7$ zbC2B@)~ZB)m0r;k#A+$9m`C>B6XC`me~auGepJ1>bGM@HnOUFZqEEWbJmN7;XTO|k zu$M}xx+@as0q#75`j{jh9HW`NYwo(NSNd|t?&E)khCcS+?k@xX zly2UB`AaO*sY`}30+K?evJITk&UdrVOka8BkNAIvN%iUf8DdrcGh8@ZR(h-kU1Z8W zHPa1&t|D#VxwAl51~Q6otOr51`uBM%pP#O*R`u3mt)`dYtm5$4ZAR;*CO3yXJ@xz6 z^K}*ZhrdT&n#Uzf!KDO!Qfu)_;bHlLP)UtZ)BUdb>uie6ssay*J0-%6gvv z(DkS$^gn~L+QR<~@%(>YUq60I=umJ$Son<(n|7SD_;qomUfQ((48|*dL@!t7?hSHf zow{d5=i6fu{}$Ah1|N|#yeb?qOPe!Dx*|n`eVTL~AE(N%-$}dl+fK2!3G}Vip8WIC zjDHFro^@CJswuQcIO3~P*kqnQ_qe6{=e3Xhr*r#i&FOq~zpTh>y`9zSsrnh$I?Fr` z;h0o2+pCRhQ1x@v=VFPgy{>O#zg+z8zHy3Q%ZmL;v#y8SeRHTwW4#UJ?0{YIs6}wh z)sp?FXSVGckFVx$tZ6M8oqmt=IPyC577^*6M-*}4xdsJ^P{;q zv0T6Xi>1xV2}#eM)_s~}_vn{Qsr}Tdy%qD;ewcq${MXvMpW|Puu2Zk{OPg$OEd2L; z6-(@o{0|rWHfGnU1^r7?>AKi|@4VuYf7SK&USFStx`eoLtukPcV5kajtv@v9qy3-% z3>p6!zJK%oXC9k==sv@1IkAr{zuFcSC+Y-6ZBcM|7hPCld!_KxEQT+ukbJ~ifO>u{ zF^5cku-0e!MA3~OU8eW-ol*Gwp5;zY zxz2<&--w?7 zV|P(+kL|%CrRsl7V}s&(MUfj-)YG+=mj&3dGI^!oYa z{rA*g|8u{Sy8qpjzxHQ9`x&f38?g9Mr#yD-7p*^Waz*|1!~YqqZhZ*v%qfYr%dTFr zE_Pn*gCncl4A_fowdY-1w|MW>b?YASY&@%N)h5&6U-jjq=t3P;3-wj^Kibr&$*nQ` zy2{I}`{v){)gN{}O}Uu1?fiM3Bai=1W0qfGdL%ol^zFXQwp%uMUD~pCGne0=c^qHQ znmb)xx25`FX_n(-zTS(+7p}V{FaPqG&e_zGP08=pU6Y^Z{%NgpP@7sy=9T%{{f~N< zdkZ%oIk#4#c;!EyODVbf2iD47WPG$)>%g}p1NLVQ>($paAB|Jrd99&Q`M2$=Id9H+ z%LmmjE&ke;*wLElX7a6TWR zcJ--7JTZ6H-wSfT6Yt!&{L`xc47~rOIIrpEA2}6&=E%e-!{0Zbn9M()|NLdh*8G-# z8vC#2y`S};!Be-;`c$#W%%3ynzpK6)|08&w`hSM`Z{`2}JNcjC*vpRZAxL>4==!Wb zx*zy9KFk;JUy&tlCUjJFwG#{9)9vEUcirVR*Ly7iodIhAZ7?%GTcxq6!L}TwF<%&C zkKCAF_Xz*J38bIz2rn6sHm)#|m14n>gxp32u_=x;(BvRG{<#XYta7vq2ijYV1CMs$ z2zTLjrmo5=Gn81fRr++s={!xIHx2V+n6Ebm|7SSl2s=`1`F{o}jRnmAgm|F`e%b%H z_@9B34Sr77{686s8u)*Bm_km_5&@l{^+!bta#k2u{l`UJ4E7HdUQHqboy0x(0_&l;9y#s!iXkhzy0g|U%XlIKS06aDiX<1pZ|LQ z7pW`zKY)DRk8GH$n1lT7U+@32ZPow7RsV7E@A}yP3=6J-_R9GGGYNE^!2a#u?*9yq zYeD;l=Ksm~cmI0*3)7YL4?saG5=c|4MHcOtr+QoDlG5Zk+5(#QbKu7wF6x@@$9s3_ zcl}Sgp)00NnSbv;!x_7qNJkRt!A@OVG<{S1C(vsCzgy#<)mQ&#F!-GcJBLvo*+APV z_ET$5|7pG*`Y-+a{?Gi|;AcEu{B|08f}zIZo6bMO@9aNeJCqFb#-80=MFV@1H*GYU ev-G3c$^Q)a^NLpI@XBhKS)J#U#-axM|2F}Ql2=0j literal 31020 zcmex=$<%PwSRFvdYWaQ-KK!z}~va+(XvGZ|o z@X3h?ipY@+{vTiv|EDQ{cwTw*63@n1ILW+itY{G$w>`H|qMvW5}awt1(JSZA; z@q>zSQc)8pmzcPOq?D?fx`w8fiK&^ng{76Vi>sTvho@I?NN8AiL}XNQN@`kqMrKxV zNoiSmMP*fUOKV$uM`zch$y26In?7UatVN5LEM2yI#mZHiHgDOwZTpU$yAB;ba`f2o z6DLnyx_ss8wd*%--g@}x@sp>|p1*kc>f@)+U%r0({^RE_kiQrin8CgR5fG1|`Ad+2 ziIItgg_(sNL#Nz~4os{_Ry;>bO1x z-CnojgUE)r(JzBC^6x7IG%GF}B}LyxDj{c_Ukc>5KJ~?X&!E z^}Rnd>+AideX`wUSJp}#uV3ZW{#_ggEOW$UlhL%ZXiocxj(fjPJS^%lx$-c`jo5 zba{>#3q!o@)lL3M+VAIDeY+fZ`R!J2?v8i4dW#|#%rc%jQG#g=e}N-ggZiR<`hS<$ zXX}PtkK6rW`=Ot?585u?lJ3o192pfZW6)w2qVXhO;rTW;&X3XcBL6N~9o_!z>9n;U z&0bw>`&gKfZ+E^we)5y!P#0Z4c>mVv|(lO8)T`>-VaD43Sg& zp<4WyS1fYvrQZ(IzTKVrQAH;)?U=h;*kk1#3;3>e{n_@xyxY$5$NeMM?n!^x-*1y% zzv@nVM#6uFmcESbEJ1HS+pJp5wd7NE_|p1ATmEjUf1&!={*TV%{|rxNG5r45_2c)q z>JR2`4VTm;T-YivfA7aUf8Imszq9WCn5nl&;h=)=Ma~=B&jtVR!C&Kf*t(dK_~($o%TM=h3qEXQZd9mZs^s7p&?jyfBCP+CGCH^&b{LmOuVF z`n=f5M;y<#d)_iEUvuA!WfPCk##O5mc=`^yJ6>pD{N?Fdms?}^WAaDk2mD9FKV0uv zzg}&_rd<)GzFL`QF3gzCex_UfY3>?Xug5m&%3Xg|+`=7RIcxJYS$8o+X<4uC(A8bK zYu7vrg;ws9I(?#o4kwfR85r+epY$jC@4`Bn3hBew%f;>~UoJhH;CAS;|K)dLWtE1X z+BH0Si%+UF_chGnV)*(>`|14~)sOb~?^AhoPpkddtPfWnZ*05yc1q+y{%NsGc>k>x zne$e*_|m?%kNQ0|st+f*ckJSOrp;v!yx+?6MFtMR2B}vfXb>pPtD;VZ)-7+&}zSov{VRuy~C~rJw zIYV#K){>`J|$I z`P=yPhy6eNQ?C3e+T}k*uV?MbX-qbG_i|597JnNMg_*Hx5^s|=kE5iO1WPDQTlQJLFw4!fDih;>yvg)<7^QxE3fj|?7X`tT_dE= z@oe}<{Wohr#7FC^*vaj@q*~`QtM*OjPi-;BAG!?1|17${mH%Dz)mP?D#S6WqY5lxg z%D!`_+Z;SKw>7=L_(30o{E>TGUw+$VHv2>VgRsTP3(l6?&Tlu_eS3G>p3+H94wGtx zM3_GdvCA50Kbn7Q{kO{Ihhno6AL$B5@3>NueR}`K8Sk#Td^i<2w=VTSfs?sKO!B^p z@BTOE$9!Zza{s3M(RuP$-l^@oqWkv!mg>kQs`p&71Cm(2sz{psWxBwAx_+~L^THof zKVJ5@RC?%pn7_{STYcYD&UA23O}_p-ca{HQslQHJw>Mq7rX3xj)Wi{>66n?#D8j?a zP{1I&`g8F&+3UI{_P3Nh`hK~#no6i|bSrL9DLuu%GL_5rM)*rxhMLE}1M1FBstNk& z+umtoTEFzg_kZ55D@{Ib(<^YF_Mbt)GQph5KVk9K$d5g8%0F~}i@%EU{kN9)-TLK` zTU*4-ZZ~k-{1(o8BM_+i`0vHo{Nv~Q_DTM*EnRZ!wN=@|6?d{Sbvk8d`d(BLm7ZP9 zC$W+F@3nRIkJ$}XOrtQs^eKvbR^xE?`m&Bgbd2^%3!ZsxFw(O~%Cu#d#Ls%I@7}y#3u72SE zBYgRoRbJyq=a3KYmKMtH|Mqv0>gwGIHXjYO<*!biFSms8O4sjS4R$vF8JgPvSYA@R zX!5?}SMHLqTitQG(-tKM?9T{y(^Rh7H0AcZB?jjmW99z{FF$fUYWbnJ$%m&0ZRuY0 zigE3yx+lS!xy`q$PSiheTlt^ipzEI0Ww(BCdwsA87d*M@{=KDdHZo5Z-IH~|nD6%7 zHrul8OV$4fmpkp;{DHr7kF!at;+3r&3tA@jK4P&x@G!r zVJYj;rd2+lpi-!Gm+8!ziU5X_>PzeT=6Bn3GyG?mH2uN(KXTFaA4`AEPJQ^F z;fJ@Ksd}5;^>6lX^95?V-^#_$d|EmA&E4(FWyW(-(y#5Ck$)p`+uZ#kjJAyz3hciu zYOuNe?dr$0_K(Vs!)Eh0sY%_x`Q^oykGivFvL1OBDV7GR;s}$82iHb+|1WoAEe1IT)=eP@)t{YU#p z{)7AZ*S>lFv2Ul?WYO1~qPI-+_1lHVA%Xa^$ z9se~O({hsy(XX}{M|$f--0M~nQAzJwkUQ{GZ{%()HUim_M!l*7-qf{)fwtwk>|htM~2Iw`-R)WYc!u-rId-UGWyitE;~% zJN{>wAlv@8+WkMng04T${_d)O@?`7#U*EU% z)3KG0=l9HN?_2sYwWq9nd%>A&MN!7)(>l5Ww!JA5mbJcq@t*#*l6t<1=)h}RZ$51H z-n6Y!FUlwP2K(KEulyaXC$U!@`LX?@`l0(gHhRClcfRMzII?u>76+5>LCMz2asQq? z;Cm8&c%J6R^rQ8+W*pUZ-O;Y+Shfo#Kg&s%scMbe$#C{>yUFX@ z{~2!iJMG%kdqhm&?wvbRpQyO8_oTnNr0^&E%d9=ezt#LOfB2uF#ZI!?n*Dd#`U=sl zvaXl2ecW9G|7aK$*naX{@3(-dOM_y}-~XQ>*Z$`3BXY_gRptxY@F(4x@?B6VYgSGC z>u#mi$mICPr&?LvEg2e$3ZKSF{9XFbtj6}zf)CG@re~Mw3OEbBo>jA`;tCI|YNX`G zf7kr?)^%NUke_X*eznfJ?&7Vjy=!Kv-hDcU&qpxo=Im+-$sKx^%q5SPB^Ayowfx=w zt@KBx_@Vi2W_1$goTW9NOz$nUNobi=&LF$tgs3{cXwL*){%4 ze(ZXGT%PyK?_Ou$U32c9PEFyzm6N7kEODXeMD)b%Q_mST@D^8vzm5F3{qQ#Jg|EzR z<-Wb+{j_tdt(9Ym;c@FoM!Tn;wx8n{ZV6z2_P+g})SvXf3-*+m{$~($tY_WxG^{o{ zV7tLV9)-U*f|<*V3RW0Sp5*4a{z5(5k9f}y>zhm7bH1Fw|K>J#=r)%LZ1)z_9NjH+ zWKylC>2_C!y860{^EZok)hIubo-gpn_Hy3VdVX)kS=QAKajyIOSd7++L&qKa? znLl^_$Ip-V^=FtUKh{mMZ9aXoG*f0e^EUI7l9TQGvcJ6RV)%3ENA?HzN9&Kti`Hko z4#=7|E!>EG@3pU`HM_oR$UmF9@xXEBg$m&><~RN^TvB0tC@R0rM7v(u|MEjYm*vy) zp3eB5rn1rYr0G^yhPvn)qyG$(mwfoo@V8IkKf}w2^;c$TEZ{#UfBW32XV<@VUwJ;y zEaJURZd${{!wMa49{(8{mH7|tJN04O_T@j?zeR4pYI1sFA#+9Gqcmpel)f9smFAb0 zCe%%RH6?)kN&BJsGOzCQ{wYj-^q246u}A;TrbIm6<5tlz$;^4en&pdSiY(U`{AXyp z`eXTj1_yq&`UkS-|1+qB-~ST8eq=w_e}?S*j(=J|ras)yn`Ncm@@Vr_Qwv@73f(-G zuD*w!LFo!Iaz^}@_H__ff$a6_V)&W;P4>sekIawUwmzz^m&*RnaBE`3?dZLm{`PT{ z85_6R?{Ym?VD)U@(nVbipY(6-e;9lIXnvc!@1 zW;Z=&HvPD~!A`p-`3EcO^VZoeV&BdhPJR=0wWT$A!iPAcHOtwV7iv}Y?X+Ji62SiK zc>5pTkJ;b4e@y(lf6cAC?)gP8wnwe`c1$}uL;QylJ7b5eV3DU~^2w~W`mgL>|Dl^3JMq(@H6~v`=?#;`;p(`M?3apudmNq+G4gg$L=_bU1YJ| z`>!55&t1H3t9|i5LyrAVv-=YN8LscK{}m{j{_l((t&C!uJ70rU$;Ft z(&^#RC0Q}6gg7P7^d3-W44?B{?y7^la6Lwey{N(7tUho4PfOkEe|z8Bf0?WOB^{-J z-tEdzm-X*R_WB5-IXfR-ady{@jQ_;{*%_ZXQFLh%3Fk5p8NRs{iSXH86Jv!wEru@oBZ$BqAJzZTkUIYNtNMQi*>&f-^bVbPY>#T`#s3T(%RB!w zyjYMe|NYARKV`eEG z%czyEHm%uHxc-pgqxxU+U;BT*^Z#e*{zq9({XfIP{|un8d-9**@zm=VBYsDIm)El7 z|KSD-R_A}9;6C}E;kd?shL&Vd$k@M@|9)rwpQ2sAG`?+qC$r*-{X>b5_J8?*9sm1X z{Xc`u;(vnu!v7gA{AXBGf4`{y6ok{L6-X94(I1QC$;tN&xwDRgTmH4TmFZz`hNy- z_ggjo{~4UiHvVU5G^+ntsw&$4ZJPGa{mQF<%d`HO->v-HAC!3WuGxQ3^Z%#UzvajL ze{FA*|1&V9{AYOd%1h(lrK9!cPvmd>(0}qLQXbW`l3G;Df&$&ahAaF#ez0Es(TRVT zAJzYo-rE0%bMk+N?!|BI)c-Rq+#T_s;lND$AG;=X*>BkxfA%N)H#_d1_G0d+o|Vu1 zX#bb@*71KVC;u}Xy)q^6@6xV+`6ui*euzK$W0O6qJ74@p@x_uw{cm-`Ki4__?Qi<$ zf0SUDh}35$?VtUL|4ohfr#hW}GMyHAFZ~h!&oD9S`M>?~{}~*-z8c*Ljrw!v-M5X8(k-+k^88b!Fp_n^U+GD4D^B|cCJWl>%?Pdh0|iRLawYNuuRNd61{NhM=#{I-n{5~BT^=v zpzFjF2gq%5tp6D}!O@$1&HjU#|HnleK}BbO><|6_3`$$i|E=5quVLz)aQ+YR|6H@@ z|N2}1mr;Aif<#x507hImM*QIYpJI9SufOj9!m{q$4*ll+pLFj0XSn{l{sm{`l^ z*Sa*;aN(=NY{C!Ae|+$t;p>(E42n@(r#|fe@uB|LtNICRqkg_A|9#|d{fXZ_+y7pg zzx-#bNMKBR0eEN`G`x(4!@ZFmK5O0d2mAkYUAO=G>p#OUrtqDUYxhroRdZe7Kf~$$ z^Iw#U1iDtIpKZl6j45v#=qkeadOvzy`0yY1e})rli~lpkum8`mK($;1GTM#i9GEl1 zkxPB;z3aFiy#Lc}ZvXYy{a;LBrFMdgw=U|^W@^IIAL1ANaQsh&{ohji6Jcvpk;<-p z)w2IS+Q)ygd#wAPp=9~Xe~GRl;fi-e0$mxfVe}04Z1qxI=nnzxUwSHBnk<2l(svS5GqZ`lpWpN=iu z_U`yTZYh>(-t9;9+3xr#_Qy6DTAZ1eMI2w*_S7Gp z&-rG{ecqT?Qgw?&D|7zb@cUT-2o@L1wJ2xc}P9ZoWa&e}>QvTc)ggF!_#>q1+DjK+3ac&!nPHn_D<~wuvkL@e@XnEzU>wkup<$(`Nx!XP5H!)uRJ8{C|7g-Pa63vre zYHRO~eqFj_)6TYMVk(@96RhTxJ}C?im;4a_&-3s6za`WEGdP>xys|YtflFi2ghSB8 zLwZ7q-Y4?m_3Qf?+9lf_3GF(B7s?IuA_xd*(a7s%=fYUE}m2_sAiMuQ!;5drnF(`pD=G;Z@kTBuahO6_on*6#&z=vC3co-7S#MPH_rCA-RtT8rIinVE=g}p zG8bT~zdGT7f!y%|i*I&Y-+(9Wcr+GuF@W&TRb3hj_zBbv@KKyi3LlQQKe*zym~Udn z^u#kw3G>Y!UwM9g*7fxoKX!g(dv@quJpYTL%3y_~XHWfos#1IOi^Z#YEtbqbaUa+A z&0Z4wB5ab*uih(enoM�^9iB7jYi=Q@2x|p~ki}FK>@?v9!C)#Y(Y*ZQSb|(|)Bo z$oIN`xc_j$+@x!Ne3t$><0-mWe(yYI&p+S()lGeUVpYeAF42$#1_OpK3s}j|)coon zzdk+Q^Cvy`!CxaMUEL*j%ay*|vHSR+p`nlcxBJV$Kc$89H=B#`FH-`F7N*g3unD~ef%G1WW|KIgEi-i|F$Gg4XwLmv-jtJhI!Sy zp4&Xy+q7}kmab@4k-#7WP@-JarNMl(#_&Ib9RGiYSpQF=t0Uti{xkHm|7TdY{3qAd z_4AI`@A1F>r+>%k`n#IH>SqMHik>KEwX;;|w~OhS`FhKvnXU#|&zJnsE1&GXQ}503 zx3Zq+KXg5+3H{HYthVq!Lp=YV*IRys|7TFhUjOUIe}Ng!o{>rwaH`{OT_G{_erg27vP2HC0d4KXjxt;4~&6s)d z(50!Sb+hAt?L6+y?l0K8o@-NPe)g?@^~yUwu4_-NU%YQ+%EUDnk3VbgN${F+^89+4 zXM3*gO`N!8Khu_S7xu0*tC??h9FU*Mv}fK<;|NzjBd@coH}6+osqR;h_e$^NPgaq@ zxWKoqpyogcT8+PR)yq268ozp``R$)|%g+|_|JnWXUwfgeNcgsz8_=qQaUy%0jXm2U zQ;Cvpm)(3R!Yn_x%PqItb6xdg^|5VMc@xVQMtN+0WgaN8gsVu=O~QKb33cX=zn;~^ z{AeytEZ1-UVrjE-LejIRb)P2LJ^Ce6YCkpnNB)NkejBsv)Pnw{sdQcJzjt17$-nA) zdoLEx5A27phdq0J#N2R8;aTyCIT8uGo`~fy3t{|meeETsRZ5FALIWEZ4lrMu1{z6d z1p81V(1DD`O?c<4`<#CQ>sQ^qZ~AXi)T8n#&oYfa8`|IbzCLGBqnz-62Cm{G{~132 zUHqTn{!RNIcT4AU*D$ZCh(03xN~-m2%SO+v3ysV>bB|v59(epz_N5iz0bqFhg4Cwu zqkUQx{(&Du_qJ5kT$?DJUi7cp;M@bl9?dW7u61SJyvyG4hq( zE!Hw=&qn1H?E9CNhy;4>-rWN#=V16_JWu`c=Kl=Wga5Q+6H(uv7`jXffnJS(h}$C6>*SHG?o^VEu$OZlg6JnPTtH8(S?|ETU+Uhc467vHyD zUCG{KW$rH5wmYMye!0YE)2WwE_V3yqQCBH{YR|K-J$7c>WQz{INbNdZ@MC3hNZ;OT z?T(Mu3*UL|;4ty;ysLg?>8kxJ?Jw>8rLjiq>fFfUvv=p3Xap~0<;pstv8e0J6_78r zQCoXwQQOORPVT#Z`m0@bNBz_L=f7BYX)M~i`5C-nA$)b8@Q+3R8A5mO%l@mf^~ih8 zGndkzCDreIA6oy=uVVhc`YrXpf2;pzkX~Q5sJrXQ{#?THMt zp2!~eL(_K6`Bl=Nx-KrlO;zDI_Xd^+#fSN-_z!K}zxnI?U(%-bzkmE^_!C>?FYP2$ zIAv?x@(_d2=b{?N-CtB46@Bub;pVUJe|cxk|NE!@pI-l)zt#WR&ieoRXaAo;JoxXz z_J8>Yr~aMa@h|?U+(y?*`)_r7|1&tJE&tC@FAo~0`E3sxu-F{@pJ9Lhe} z)hYk17a?T6`?ogvpZnS5Z~o|i`X}(UNciOc4C$}$e=*Cd|Nikm!;f9|C_a$CB~kzE zk3@a?Bm3ze-PZ)h`Tw22zW&0^mH!#;AOFwr=*7SD*Z053x$>Xk{p0@(A4}>p68|&I z{*Xu~=ZhY!k^RpwG41)k{n4Poog=8uDLodIHEU{5nzpUeyL(3EqFreY{_7ZDA6OJ| zN~n3dS=U|3r81jE!&WWjxaapb-1paf$BS{G;S9Fj{}~+TdjDr&n*Rqhz|$Q2pJBnd zrT-Zk{r{Ps|9Z##^FN;V{~5wQ+yDIfC*Xv&xudII% z{GXv$KK5|E{e#1QqtEmB*e|47uYuAKkp*PrBn>H7%##-z5K_s@TZX8y1F#{U`S$M@8q`F>0Lz{GaTz*_i+FG4~hTQKCA!y`eXmkdB0sN#8KRV5)_covcJ0L{J+{d z!~YD%_cPWr{by)F4pS5KfUw)$_OJe6`>*XY|1+Flf6V?_<`2Z!>dss{%X>meyC#X= z{T?!>MCR*iIp6z#SjiOFn<4!ig9^Sct0aN8$$ z|1(^0tN;DtKSM9F9{a1A{~697{cgN@zUY4jJNbXC@}I4wwC8=w`_J$~+5YdB`eXfS z@BcL!|7W=G{wL$tTKk_r_C1sNvHs_W{|p~A{xi(Ha53il0!(ug3llm;Ez54!`&{s{ZrG+B23P<3B(A&+s7dKZEhYMLXXkxfR(9 zt1ka%nBV;_@qE{RhWY&e8JPNi&gB(7kK|TlFVu$3|MMrln6D=M&yV^aBK2opWG_Xj zI-lDig8f>1t8S^~mzQ#?IlINw%-Jexd9x)VM z>Zdom`}(T#+Z*3rAyE93LCcf$emWH>L%cjB&H1dZBH@|G%J#ARXPDr!|LcePFQV(3 zcK&Bzsz0F=|LceSFRts3@!Gxr87k(l{3>Dp!1;p4qONCFPS9~7csCu!-?MPn_0`v> zm`B~Se|Pz7|Esdp_)mt*|4IJy@X}bc!+$$$yaF3-`epu)Z~5QPe-bTP`O^O5oBQwQ zKhb(xwPXL|(^r1REdG0JI%J^s`65{J4xJWV{lNbxi}!zqc=rDcj!~!9#v}Z3?eyP! zb*sPH$lU+&Wv}WlSyqw2m~{B49JGstJl@LqG$hcqcIL<9*(ip-(4PN6{ZEtXe}?tV z{}~pnEfM{+XKoAM9r^<-ShnO`|CZ>(x_&7j1v? zVcv?BJAHT0f46$hzXe=JcC8Gb9@BYsq8)P4KYnt5J{D((3PZ#Y!oT&TumB#(u z7GB!PNA5{ov$3{1zA9?Q)&C4vPc1L9ztI1ra!u8_f+_MkQ)h0~y7Jo5Z_Z@@Ra{!< z<|o#!@VXcg8FTl<>YbA~W}cAS!MxNy;L=uG%fPL?R-evTD)M|Vsor>9Qs&}G?c!+1 zU0bf~w4C}oHvZk-{|roXMFN8&plOwH{gVF-$2ZsStDmrXsy}kt(7t-~KZ9J{@>5Uc z-$$DKqOQ%$Zp3AUXJ;lepEoWE{qj|P!}n#A^G?k4bhY%nskBw}ruyN2 z0h8!6)3om2F`DzQyZ_qGyZP={O0p-iEzG%S%(L=bX!}MPscRKgTdqD8n|Rh;zHPmp zSEz8^vRaX_ZBrlaEe`4MO+LU2l0E^jo8Kd={_i(-ncPqH2wx)JsWf6)pC? zoNp@0b?Z=s{=MWw{VUg6+NiJ6$_vhW{(IGP`xQ*v+N8F6e0I}aEcqzo@^qaglMOUh z>M2gUm)4eX%TnaQYCc!@h%J{loB5iSfD;RJ_MZP+pQ??o=O6hu_4(I(6@J_+N{YXI_up(Z&86^r$k&r!zODDy%D?5Qx4Q25%vsSl zkM8TwduBHEk+1JpjpVu4BA!f8^leC1mq}Xt$FWUe+vWzAC7UL{vidjw+WO4+554sn z{2PASXP&(MeZSAgpJC>G3j3n3%zJqC?YS`B#f-K6`}bG9T(w+AW#`lL<(H#nzRXeW z?pLYQ+4Zt`&Y~{u!?xgIX;4W7%0;ifKIOf(z5n-?zsbMm&J6$4llh;at$vbFm&Q8b zx1jDkf5Z>YMMoZej+@DBWq$L4O6@(yB73IApVz#XsPVkM_@n9>Dc>Vy-^wn{m|C+m z-#GK2$^?HExfzdk`!{*4e&EsZ>bj8d*K_tuo%MTcL?70A#VSdtgbN84>KL>!p8UCe zThVdb!uejmJT5;u6zsKJscQS(`E&gR-xkNXEOoq=?XpW{d;QZ_Mf5!B30&ze~k|$D4}hb%ZakQOz|v@3v#-j$PZjo@I8;{iL<+ z02{mAlj}1sMn8Q0oAdLn=VFP?zuvODo}Ox5$DUsK_-{eBzK+n*Z?02Xn@+c@h!i)+;U&`mwWf0)SRtI{Lio@CYP$$mum56Zvafv_Km;RJLDt@@SIwR-pqDhsF zx8xNC!)4oS>%Bf{OP^jXJ+V05`k+x0^TLCYuY+UnWz9N!#k0`l`{utV4*r}y@6e8n zq`kfB9Qu`CZP(;Qe%%wIbv5&H*X`K<4C_yPUC&a{QL)&6SKqs9D${gyR#>`+vCGIW zlz6sh_c5uGD*sOXoW%1}`goErMzAq|IH!H-5Bs9}Lxzj)#J(z85_E?7?Bq{JR`D^~ z?V0siUNp;l^^c~{0S-=H{}~i)%NiK|GOU}EozKso`SIWUtNqq$Jz{p-ukLUC5%0TS ze&Tdjk?={i0ibd}Y<;8s6G8pIHS&L1v$eL?AeT7N`rj*mt-tc2xc>2_FVkOu%B;dU zuu)L<1raB9rME2J(PVHmK`8lZf6PDiFKcwQkIb6=D&V;FnvEwFoMtl|^Rqab^8-sc zwAkxELreB=huZd&zy18~@BNkDe`;Uvu_ag4B|mBF%70z?c~!`RS1X<8-hH)yEtkDO zVu$XU2aK9JOMdn3U;cHS+b(+<$C~XcZ4a-$J!eg{8`E$3`ns>@!Y9tKex$mzKUzQR z@bPHSBz$@T$d{n$amrd>+84i`xcC0>Wz`vX;!HKfcbu@0Z>>C!Hv|8cF7;BmF8xv+B4q^;+8O1Y+5ru&DBS4;k~U3=!%8cv@4y(vL{cJKIuU&iM5 z&1CBm-MDjU?Ebj=rOxU-I!jn@B^xcr}i z=Rbprsz_jr`fX5CM(*whsh?^e_MYu~`0RGfwA=qqGdBNhTd)1mtas(jAG2N^tB$-^ zKDVdBspdk&gZ1k&=ZSn|{m;<$HFW=m1W)Od-hFSnU(_Gl>vsFmzn*Ik?z}Ajc(yOh zwr}UJN&GM4j%WoOdHB$8&Ci&6k(#M7cGkMbLysh`toFF_vfAW7!|7jl?o`}&{NeW@ zi$!Nc=9)gv7jKrZ{y8Cfw#NQreoKxGZ}yUG@rj)E73!^T<6Lu297*SLe9-m8rvCBn z`y#Ac`{XxezPR1uxanNAnEmCS*X8~8r7R4!(t4?#{kKxM@!`$TLno7^dzRbPm%iP* z`+I%c^8FR{kw40d*F+y&?7Up}_asHb%wuNf_zG^bS)8xh{gLnc;c2tNOuuYPpJpj` z`P??6hu^;a^t*g{p7!Ay(N)ne_GxUosy8XTjVQ-p z@89%EIq%*1=Zkut@FerpYFDHMR%GtfSXmNw=h523liQL#9nW6gwrStW*GvDs-}6vo zQPs>=UQwfXPoKe=|st<(SU>8oA1#(##wrI2M3mM>b% zS(VDQgmXvF6Z)w8ynWrwhk>ShW_(UeZn*J|KRH$+ zGq~6P-s;88M$0=^I<7HUYk&U4;@YM0QCa=VZMPgNE$Ujxse7KK>e=4zpzv)UST4TO zkqWuo<>h%U{`B$qm}^=!K9_hRtGOSl*}dR!f4=)yxawnh$=KHy|4!1_cRG#Fi|w?f zthu~@{`1%m^W=FYclgiT*WMmA&DvW{`|6~{~78o|7Yl4allHTd(M+7yW$tFtCmU4JT_Is+<)zs{Zr4$AHAow z|N2vnBL~x#YckE-_ojN*^VQetAEv&D|NL@g{rxTf86LepUz51<;F^lA*MZwSgEY%> zg%~6fndUs0_h`dWCwciT&(ib4!&d!0efYP<()+)zpE< z?>>LEZh7R`%wlmF9%94Vq^^sTgOuZXbZiL1Ovb)MZ4$*Fw?dYvK7kK0Sfrn3> zx_UtU=AC@7_89Z26^pul8$a&5eqjD5j_LpQ@&9YudLi5%t)Kd|aQ}PZuXc;s|8P`+ zdb`Ixpk*s^FBi-XpJE>Mwdzyb>*(WuZ`E!5>vv}LKR1*A42SJca=MCybAEdWYK!B* zZ2Km|d!nJX@JzBkT>MXE)qL$K^*b(o`Ojdms7rg!7jV?T#tM*WN}>xEZOF9EsxFQ7 zo9!&#qSTPFti}IOMmqL|OaJ?5ANIyb$EP3#|EuPHTrFMfFsaUeVg=zxVtNe^p_*|KrOl z?=Mzd8jE(EgH7IJ9Y`2WKFGNpIoZJ2u;laR5AVa-d$T>Kz2eQQW{o_PX5!?i81lSL zZvWE!`a`TM{xe*-S^l4)ZuWnMzL5V6?DbC~L2KKuf!DT2J)ISE-u1iwCzIewQRd$_ zH~(j7;ST)IuyE7+e}B!v%cli&-T$?n-v9f{{Xa#!Pif`s*56q_;pg+af8YN($Nvvm zw*QC2R{3AjdjA>TU#|an>b=II)0=)z|H*Fid;i}53^Nb@XFzjK;C}`VvBm!xoKx@r z{gwaEGWMxRWLbRCe+Gr;^UJ^Q|7>B8YNGu^rYrR?a(4e`*zfzF;kfpmMcsO*-^D+X z`TXwR_kZc^XvVq!QHbjQ%R9aP`^)`5o|aDuOuboq`cLz`+WYtZGn{$wp8?f4(2{Z# zzpwk$r33bD@%i1q@Bf@5k7AzuhsG@XFJ`g-8SXCwtyRAl=sG?1yZ$G>%J22n{~3&% z(SvfG^I`p zw-vQc-t}V7pWY3hCa>69TebhQ#(#!GO!hCd|1(Vb&+vDu{D+4AUtIqgp6vh6kQ%#J z^z;5(5q+=!Gcfl5lxsKn&oC?ghsge)${qh1T3G5Yg#Twy{m<}Q%l;vw{1?&x3@7XV zo!VWc@$b@+^7tP-^(QQs|GD&^;lR@W3@2sW|0pQ`Yuf))|3AY`P!w_eXIQZQpZ9-; zZ=ts@x__Idyz4*1f#iRVXYHR&|HrET&*KrYsr^43-2bxHe~SOluxZ^r(CTd2>;IVL zKk;S$XE53SL9_moyWoEY4uqj0^~l~T`x5wfX~(<$A0+-WOepsM37XFG{?9PU0@>Wf z{{#g8GdRZonf{;Q&Fbx-h1%|={}~#N|7o68e^&nwSNxxeM^KDK3oX!EZR_=a*zBLk zT>h6?{~+i;!;?N`WK&n5hTGd0i+_6y-mQON_@6=H+5FF-S-0u`8B{9Qx7paMtxfo@ zxnl2zNUvPMcjp)^U)g4d{}b5xpW%hM`rn`Se?lXFN7^?;7|2XK2x@|HXUqKSQ1W ze+E(aKZ?cw87}1c|Nd0}W7Qjt#R$9Dwg096XK3{PbIu;cTk;=T&;Ms|+-d**wnJw$EyF?;y=R=r|16}7TlTt{mFlZk0JGk#O?pGJ^9bDU;RHr z*SbSp_FF&JpMgYo(ZG8tA!FM2;wWRs73Xsnp3rD{Fo&-~X|LU$*GS8>{^pFl^Y5qsoOwU#O8pD-^8XCA=Aan3u~q&T@7@0l_kI5}91ZIgsV&=H z`d$AM|C=-B>EBQPIrDyFmi-s$-TxW(&Hm5OwfId`|6jIu{~6vd1BJd@m)-8@U7+&z zTblId-%tOgm7|y!_)XXSUvqi=_sjJkLl?Ws$F98#Dh+=d^WOaX=|6+9HHvX7P&{&R zQUAJY@Af_Y=lFMK+naws>u1hIGA*RGJMcflg1h(se!2fAG~=TC_3UzRDgN)w;j;Rg z{b$ah7={)qi(hZuy?$r?g!;6^-S+$9pQWRiCXW(AQ6_<3Z{59qXa5QN%?5Yp-`D?a zQKhkH--aK-*X;QIGo08AT9>{Sv@X4D>rvD>_qW-z>V-8~kroYNv^&q6=7?{bwktTm9AiaJ|5*j742PjW5D#V{EjgecSy{%(MUPiw4c~ynH&3jj9J`*bD)SeO}K4U!PT_TX`L^Kx=Q$?!Wieuc;4S%>3`W zyk}k8T9Lpgc{fmt4i_%?66jjH^XJCb@@Q>=NBhvj@T`63l%_6?l{n|1!e`eQ|7V!M z^Pl1Cm;1lC!k1h}6PP=@ewTgduh|dxca)k0y4K8m(F$5-hy%;aKb-%Q@$7$wcwO+k z)z>pMX8#!`$lU+>>HaUS>;6$```=Hstv}IY{{b|?Rv?YF84NNUC5*&S^Y5|PfA7Pu z*{{6V_@AM=f60F5ur7_Y{ENXMjb&vNNF1EZ?)Ri*}LYh>s@l^Re0|<34x7YlW*`B71&ELc>hgzzx+%f{?#_INmK6#Rkye)UuXI9 zXia47t^3hyk4`;fZm?0olc({@6ligG8|{lB?6^)FnX z3YzIwfiIlB6!0`$)q3t+k-*3)u-F%UcAw`z!xLuvzqRK7nx?)qMdd$FyZ^5LYTdFQ z`Hy6MMFQj1suW!{o;=#+9na@BiEYQ66YL*WJ+|*HeOM5>(RY=1?wM6#t@a(y@7*iu z@cM9K^ zvrP9cvApp+T6_1x84Brgd)c35ewWJqx=Vc8%|m@l5*mMo`>%>!Ha%%xh*#x}?i(Ri za%--CvN3jB^=fxxTub=Uzf)U!UEAlnzm=cXZhtLn$IcbMm#YUyMf;cPPiINJy??>4 ztLFuymabdmlAz_W@PO>z`l&fTN`qv@&xf9tJ#*t#;XHe}E}x*d8uje0|>HKfl60A4=4|FxSU8^KkW7#n9E9E3Rx?uInli-cbfhn53oV;7I3h z-8&M_nePayHOg)?ES}VLch>gQGP_I1-n~h?$6omQLS5SY;$`u-7gpxZ(Rk&?AwRV= zYVD&;GtMVRmOM|%z7ZnDx9(RA6q%ZEK5e}to1j>I!)DV<+u06QCpu}v7LX*=s&|lseS($=54$G{c?S4>iuZX z^pbC%rs~Z&8GKyXbfMYGbx!79pN`o^G1xB+NT2ubr_cIbk&)qL4By^HB#ZGb<*`v& zTEF#gmAL2Cz0a=h=`{Ik_U^YD$3Mq|Wfr1Yj}QN9@rdDgdORhsK0v!XY^RjpwCjc*ef8`3S1SYi_k~}kzsS1iD!T9sc-T4^V|$3``iK5}`}Tfo+U}jFs6A)do9A|q zFYV<%TqnQz!lOdQ%(ThxPyO}y!n|RGl}onHKF>(CzgL1Mf=yh_|-O1Yv~(l=GyD*TKAn}**k2KSE+3@ z2@_gk_TfYTzmC}-86nTF-;P?xek`4~cHzlX)1KAF8j6k5p~nmF%U{}+b?KnRDTB#D zvER~FrEYdjQ4P{O7Q5YD+EpZcS~YBPpPk=TB>eXL*>W3^_Wx>cU8jw-6D&MC=JJo3 z9vX|fCW32+O8frxdN%2gt@GJmP7=(_ReQZteA&bA{eM^r>~Gn7eeL>St3iUORW+{6#Os!X|b+XgD!(#Ty2%SD;nwC+#=? zXIMAsKf{Z(J?+P$^1I(CZL`yu^zq`&7P;C7vnTdE<|(|jTfQkQPDOk}yz!m?42cp? zL*uvf>(|vkpZ9L(d5hJPzMBhG%{%BS5~d1vD!8uMe%Sse!}5_euX~4|Wv^KRK@>bhf05`37d?{|sy5{(X&FzTrPZ|Lgi+ulAqYvgp=I z>GJqlYW3V!{-XaGPUzHMcl^^^baD4_r4v1&Q=SOk+BF|Zd=m{{j863KJt6Y6tUZ)mw$8I=iTQ&cX!|J;y_5Zm%FRtdrSJVFZK>L5I(tWc>C}Y7C!JRAzHKxA%C)EO zb|>;UK1wY3c_8%hSJP8B4(R1Q-fqP4eNLXT#p+wzx=mZOH71`6D!Ad3yT;(govhXz zSB>T6Wxs3oKM)U^s`i-Ewy)Xi%7d#y9<6VJ=f zSYBawFMg|MQAo$3T$a8i6aR_4EqbZ^QFZf^B!PwJm#fUbaJ|;++&->p$^v_zny$MZ z{+~hr)HA_;)kr7l=r3kl-8Z+X?${G>TJk5O8 zCrr!MxTmV4oU=i0#_Py`g4?IuH$8SqIYeQjj8JuWZcS>&Gi|;Fb5gTk?wfu8#3_+Q zFD$pO(s*6wbnNexpI=goqvP}^MhCgDt12`6^;FxK{iIl`U}@J%j+~hMV@jsJ0*>; zXCAFGKlHrPqWja_~87rb?M?r8~Xk; z98P6E%;6q3_2i$AG3;IYpQK!|fBo=3!`!m_-0Q-8#j1`GS95ggS)H8q zf8U>ZesPsOq*>a=WH!ZGP?khx;G)t1s%(e%`+t)T#wxa$B}t43BW`L0KE$eoOUw z`yT!LrT0$qOm=&BbfL<69gkOx?_b8Uiu|0rMw?Y6&;wk5f(Gp4azC8^=V1Jw;riwJ z7n*UC(fDP#|6cqJf0f_%Pw~n{SJ6-Di$qm7cdSdA*r+IDczolE7t6&SU3SWPb?n~u z)wknrb|iU*Zf`ry*!S=2^yQ~z#5ekCBy}9@V4kPNrM+yQ(b}q2Ti%xD&Fy*UWzes6 z<5m4brA_}C=7r0DKLK9ajLdtwV%__`cb*^hcZPBK6ua{>U*QfINxoxp(eq`;t$ILRuK>OwPl9R6l@k) zJWp${=uyrco}PJIO|xDdkNnTTsoVeO)6V}4`@+Es#it$rR~hr4;lB1i(~}qDuKzmP z`)=R+AL{y7GJgJjHf{F`_v%{NqdO*=Dae~Ko>2K__jPgVqX1>@a&BY($3DeB!Yy43 zFP|+mdF{0&HC^}1<##622Fotq2ZL5|wX z>y9gh@1|d$toNUxeD!PjD=!ZGXV`oEQvAZzt|DRW7r}LS={~NHx_#Zt&*qnkp5AqzCFH;F_~re@G-FZMg*xwm;&B^?wGXv*-WTZU5IW_11M! z)W&G$AD<;6fvz5)HDa*IbQBtGgnq9Yn!uhnxBp)Jwf@R|-apPO7jiu87U(=ubXZTaJX{y=X z=etD0&u2Wl9lUd^zd_T)%?y6*HiG|L3)4(QKD;xUx;5(cFWCqSzol^z+I#(j z7w!4{=GXSW?CUR@g*9L=jh5Tm_ z{g=M*VqE37+US4H-|v6FUH>tpc7E7@h6R7W|NVCVPpEvr^8XC>;dd2&Ez|y2`%nAN zd1t&<*e&$`SGRtb<5!>XKfnKk|D4zETKW9u*Zg1n_v`QHg61huta6(F=Wl#T^Q#%_ ze}4b5{U2YPJ9QYu`)utA_EP-+zpMRwXO?e17`X z{V(im|1;EX2Mvp(*!7jG{`1$`OZ=;n_CLS>X#bfnR@&$7&abY&Q1|=a@BDvS{it@m z68X>Y{MGLz@*zj-&+k84Kl4RN_&n6$K(*|O=6{CsSHFAMtpsg9sqgyFU>uK@JwLDK z$^5>(j9+!z+QPJ^pry*{ppA9>@t3yNZ!C@fC8=L;23i;rQy0rMW9HebUhlK*m1nhN z?JC@&w>R)cU`+itz19C2oK@dHyZHBLe|e_wpI!g4^yJ^^{6GKfdnxtl+CTrJ zvaO=W|1%`L+W*BU?jIWX zl>tL0wpyLF|NF!KPi*er z>H5#(i>>!xVaC{-0j|kMQ#PFUJ1=8S3~U;lF=w?HT(~ z)wsf>vR5Q9-lb+G<);X>A@>XY zbsU)axt7MFT_2lVzX7?-!@S8xc;8{tD0~8KLoyjPlv(jx#fRkk$1kPB8OY} z+G#b$KkJtF&-&Xx|3%rBK-VhwN!TI{CRX#*RU|x;orJyeIL=(sV0tQg8ppXamt9`! zWUJ(@>oHohT%kW8gYgQ|iYd{D`y>!Yi+tBY4)e;J%YX0w>b`#Be}=v5-9Tf+pVe=I z<^fnmLauGQZeAquHuve=11BRcY&^b>)ns;=Q?6>6v#TB6@!mz}zHzUPNfo^k{X;r> zn!>x>MD-tX&hsw_M*KS0zamp;RouZ1=64H<)_yVF@?q=B zm%s>F*hnn14f0BCjCE$aAxrV9+0mBb#au4Aeb&us+lFb}-)DSS{3`R9(CnvOyVZhv zM4!CrDhc~DPxz{+x#srbzgLUrUtx@xE^s>E*x4jkrmG;dU1`for?vWhx`KXtt@g7_ zR$kPltsDT$1Qeu=ko>Q6<^5+k)~~t|*w$ zd$}&T&JWzxaa19ABA3CzyYCz=Hat&E&RvO#cSQqw~Km2XWr!F8iEz|DL`YZho)?A+~o=md&S!9&H?sC_c z{MK`yGQO+co$+_^O3QzOao0kv;x4*RzIQ$T2mAT-DX&)r&EN9fhmYLr%iUYRfwR=UqK4A|KcN)%(vN^x0~i zWJ%DgMf;iO;yM;MYwhH7%9JKsjs2JL|{4!e0MqK0HhJ@ym}#9ySY_ zOgzSMcV4;7llkWs;W|)fS31`_Q5mh3cB{89JnmJIacscued55s4)3Yzqc2 zZ%wtFuO`Zo1H1IP7m4Zry(f15LRfAyF1@>7#59&tb2>-kPL?#|PsTL$7ce*gZy zZq};8L*DaZzSo*=JnwlZV#g=+h>Xpix2F4#PIJ<<_~%Yy%*E+DA7nSR)Q z`m2hc>u>!0*PiVv627DoRvNMDmIrUWxMlWSuaDafGl|))sb+lV$No6ps$$Noszv`9 z4h66Hu&ed(66Ko=FaMo55%|UQg`C}<9UtfSyxk+e%)@o*mf7o`#LaHMXa7O)z<-8} zzgqTv+sb~`buWmFa#L<%R&rasfl)i7dTr&TuU7M${xf{?e*@mq^hyQX>xN`Eb4l#@bx}OA@Xs41^*e)&qRb5E!wB-^lBV;ZrDBj@GqHpAtwxri}qJ~ z$`{u1S>JeM_3v1RJ z3%O<-f1f_#QoZf|`Ae%lX)V%HY7LcO;9;=UKC~b8z?pTMALcid_H$P>)j9|4+%Qd3 zH%dUETzAJVxmOlHeHp4kMFJh*gBp9xkykN2jgv-pC>R6i`ua(v9!d-3?f#r&PUJi#k3y?>W<^ug24gIeC6D*L{) zXGfL3-M86x%LcDYTh?yo^7}K7!$hCUcGhr^ND|-`-nU6m|kT0KO^q-+)y)$FSa{pPPCP8645B4n#TCVf*)uZ>x_U>DE&JJxN*!TA@r9sYdEo_Vd*yEo{8rF+_G~{kEqp;u8%7%KCPIdv8d~le*~;fL~q2-^hX&pd!0I;=U@EF z$ItdBKmR4WRwOWP;uG-bsYsxM9DC}6`5oJYPn!0wy}M>o!F#@iQpUyeJnFKwam}*s zo48K<(ejqB@}ki<+?Sut6x>#>|9msgJ7$SP^S!Q_>U~u`^3)FRA#gkYGvJwJaJhQ} zv@u*6R#4d$E$Y%<(|jE?4UBwzspw&}gO@ZgmW6?`0SvF_MJy568IIH~Id|6n?)_D^ zHT{3zRvCwNX{?`VcLEl&*ywbmJ#q`y)uZ%E^1yp?&!g|jg%!ETG}*;3czYLU@&yUA zp9=|eEuBEZk*2ULflQOt+<-Kb12JyZ;`xAjj=_1f{mgHV{b$(Yf92;J`45UOL;_ul z;jLW^527UJDW{M_Zhf@QkMvJ}{pC%6%iCXgo3W_tOTP-XSc8d?*nULnS;0q@$tjFs zsSu53oQJYu1np>ySjf>2wuFyHA;2uj;`E47rLh)E{zOUwujH3N7%vb(r03T8$ z62SPMfs<|Te+I|B{)hvU2GIVjo^atKyOU2&)&v5?Ae}?ZLF1osJYX7u;XZ^&wTkAjD@BPm(1BW`fQ}U-kD|O$l`p;ne z`~J`N+j^iO(E8s$GJdDt|MS=XKSMpQNZ^}=e^$SXe3a#?ZnEm@OveaT^&Y~{cDfUxqPycCutN!Qw z`}$|{x1#$0vVeBAe6H_B;UGfsQvI2K-~T24T?$(8?ezZNe+Kg(7g2ex@Q4}m#)?(V zTbe4^bv|JCww`T|Hu{|4{CdE)LL|`FNjt@R%F^BH|L$L}e_^^3dO+CiU+@32Z3Q3x zwWzDiiT~~2@_)@y)4>`0?|#r^Pj(PA+iEO2!Th@(bdK3I(8dq{eEeo?mqEv-Jgs7tf)|4jflLff4H -- GitLab From 741cf4d5c577f7a565aa4a71cb4c1c075c1bddcb Mon Sep 17 00:00:00 2001 From: natan Date: Sun, 8 Jan 2023 08:41:06 +0200 Subject: [PATCH 12/21] Moving the nodes property to the State model --- 2048_Statistics.xlsx | Bin 138352 -> 138970 bytes Algorithms/Expectimax/Expectimax.py | 39 +++++++------- Algorithms/Expectimax/Maximaizer/Maximaize.py | 51 +++++++++--------- Algorithms/Expectimax/Minimaizer/Minimaize.py | 38 +++++++------ Algorithms/Genetic/GeneticAlgorithm.py | 10 ++-- Game_and_Graphics.py | 28 +++++----- Main.py | 36 +++++-------- Models/State.py | 42 +++++++++++---- Models/board.py | 4 +- Pictures/Screenshot.jpeg | Bin 32463 -> 32246 bytes Utils/Helpers.py | 8 ++- 11 files changed, 137 insertions(+), 119 deletions(-) diff --git a/2048_Statistics.xlsx b/2048_Statistics.xlsx index b8c58e9109a8a1cef65aecc62b28a42b62172087..fc2d5d024c5dce2c4d3ea731a162ac429f34b4b7 100644 GIT binary patch literal 138970 zcmWIWW@Zs#U|`^2*gjW1jNQ>UsgZ$!VIuv!gcRpZPIdb%5BBHD)Oy8@0ohE7-1 z)`^aOhYbW=*9)c2zu}kRz1D==Va7VQ&s^#8oOeO*n+wPTxRInPLM3SQTE)9v}Y%eA|6AKbe$y}DdJZ}viE z^Vi;gxD=TFi*A)>-CXeAX4!S~qq#HGXY?r9^nF;NFnx+oX4S_%$#c)hH*6Aoy68{) zj3t635c%>?#|zo=IzDgQEUjq9F9-P@kC@2Z^03wq*l zddpEARVk&tyWIp9T#w@t@#v1@`f|-VP{E=4)zbfJj)k$JwGOmWzOQJ#98G$zh|W~Oi?fC`J8#YqQEL=EAIh|Gsh=fkSXn9O*+Q~Br(GejQ9OzKno zC3(3!xa1_SgTmuQ3zH*0CC_NTes-(SL*89o_X6ssRe865oT>b^>t)8;7nS?OORj&L zd+MKFo&aBy6q>m$&oRcIxxk{vB<|eg&dTOqF{`W7yxB6< zDaZ2Kg`%VRKfk7UR7Fmk2^PHX-sf0E|~mDME!JJxoO_P znpIhQe!ZN%zy62NpRcd`*Uzh6ecV{||EKBe=>+GB$@6uy4Gky1e4Z zSFh~_YL7Nu5ENOs?&q@~iZ22e8Q*t*Ub-YgY{Cm4rJ&-+z8237E*rH;22OOJu-s~r zdbiR_%Q=ODFEy1!c#d@#&OLWGDR6Oh^b@h#8~rDhRx5M&oi90|?6I=z&E?G&tv7v6 zOFm!O^|xnkrzY1y+f!RrGHP3=lnS!XFmL;<==SICw6Dw)8@~uI$(bp>OSLhh)>iKX z%c7c{tXC#gwtY5F`?hw@yZBPS{hM<3{kOTNyP?c9H~qcZoqB`x?+nUvfsE+Beq47q{IBe|FPQHazHdT&#O5(-Y~P zH^Re;HgbRTl4_Yw4or8uKdw-xHRK`j~}2K5yX8s$d~p9Lvjm()>=2`WCyGqKRK0R-U`VXEe(v;E=S+ z>{S`7dorT$3&(`Lh?!vLd0aff<=N3%4VkCyWiJmHrq#SXYp6Hn8wy|%CtjI`xdEv=F&TzZFR~*|w8xDZN7v;|4v*Mb z6}Hdpx@+$1ue*=@&gbCTx^3R9)yuDKDSz|PVL^$w$&a&{JB%`AC#*0&+kN+!7hf9vlUjx zIq%P%=8dY#(QFghs*-yC&GP$ovuZZ1xxe>JwXMF5P^s1CRh3e$Rvs#K-{tSueYfBL z|MGHw`#-PhYd?RD-}ira{QsBj^8bFt*Zscz{{M&N{`YIX{>|U__x1Aqd;aVH|Mj-~ ze$Cgzzw7_LyI=SFZ~Xq>U#`mA*S(m%zJ7N8_Ltl5*L;1x|Ie@Q`+xsPf4lqs|97|d z|NZcF{{K%aYrn64|Nq-r^Z45D`?veY*Z-EU|Ni>RYyJNZ2Le`-_zr3zrT$C|L%JI{D0on^WT5_ z=q!KX|JUdK|3Cgc|L^nqx*xCN|Gm6?eg3}>hnL&e_53@$z5Z{z|NmcyPcL7;|KIL- z`OLZP@&8}_|NHHB{=b*}@wIVL6|NHyve-&P+_jvuw?#1{2=Z|~;dAUFK{iDz4|NpVCuiSY2xc-;F zfB&5hzh7VV^V{qHAD`R*`>_1`%KE>n?dyJBU;pphSN{J$-q!D_`}K1Am&XnDKfb+w zZ~yQ8`hSnrf0$o3xwFjX->>lcAGg2T*Ze-~-(2%g_y33e_WSpK`Db7I`T72uKa2DC z{fdvTyZ?Wu;VJ**C-aZZcqH-i+ib;|&1dX+jgC8h`Z4?FkDpJM&yPRRt)Y6~t0?a1 zugeN3#Y~Lh*xaU7-c>SM?FHiUX%Q&82|EK%skLum^Uk``x|9`jq z{=ehv_x=9Sc)mXT|9=Pjf2MVR`0f8SzxIFsm-XM>_3hv7|Jm34JGlS<$Nl@yfBv`s z?@#^t{e}O(94>$V|MmR)&woDr{{P4J{eRwVx8LLc=jZ-^-}vqSUikKy|E#?Im!Aed z-|zRY{CPM3|KId8+(wmi=FPM=Nqhpa0K;t>TZxf#>@*tq%RY9AE!K_~*|5 zzb>C&8vkSG{{O$$*Z+F;|AyV)4_DXUDzE>2dj9`U`6(0rtFirj{(j%D)8Fg=e*0}- zU&Hn1bNK&HroUzX92U>6dno(oul@Tc%m3}3@w>i8<7d74r^WgA`qMrwzWV#3Q{9$I zdn=p&FY@pIXIpQ7kPXRm0locC}&cc;OzSfSl> zo=!O8nWlMI=3iU<#8a`!=37Tk7Kd-S{b6NKoY3Jep|Z%JsK;4Iedg1na~RM zpuib{T+J>bZbJE!R!qvUedIaAliPTq!Nbcnv!4jM36-lHnte;P(BqLylGex9XS6Ff zexCA3T`1_{bkAQ+E?-<>+D=Z7{B5*Y|KaWjX5R5Ch3-nflscV-)P+7kVs3(T$p6NQ&qWojqDgCP+EyZ(o%Orz><+#Pk z*Ad4|=Y3K#U9xbEqr{R$2CLBmbAI$}qi4p#Q#tqVdCPs-^0lgm%_#vDxwJ1D?QVW% zftspyCL7DAUN^0aREh|B&iU}2fXb=G6U}==dbj9((g`qP@zMy`<=Q;Sj6=|XL(ssZ zuPEb5ittobv!CHjQ=_9EZER1xxL^sd6ARCz6SLh`xkZUrnw`)%*tztdlz5! z6Tb-+?-oyVR#ta>CSBJtF?`P%VVR~9Wj`w+VHTE4Gb5BkmDhILaHlMJ%MY6q5+f@k^K6oamJ?^m z==0@!eoyJW!^tF{WTlz?MCHV+whF`Znt+Vjr@k4GE$bDMtaN~E^!}i)+m{pXgr zFPB)d+2t0rD^oyS`=O>MHm z+{8ko$g|SCM$^{NqXRZzHv$ZLCd7pyMs*z<6>QghP+Znr0`gbF1inkKa98$77h3X|H#r(4 zQNVM_ah3u|I%kpUVO8F5>#hmvbqVsog;8`B^IVc#tRt}mWSa@d8FN@7pKcd-~nQoJ>qF z<<>&NozknK_ZJDNsNc|dG&LbLN_@xPi0>~JRhu|2a+IpP z49z8~hZnT4O}(*rzr)w0YCm-{qJF-YWEA5p}Vqu09C>~1rurOTg zE`Dk8O<}52Qq=PdSc;ms znET|#!ug$RPfYmZBw)dP$ug=RTpTVH-FHe@r+?=GLyzY#78RQ~9#EJI4am)oZhd+x z?#JUFg?;&z(R;^qlQ0Xu3|ZT zI^cng2m8xK%^;iLsnF4Ff}V;8$a$cYCe!>xW4GK>P*8YDe(O_;kh?bHkQ^u(P6Q>x zZfG*RclCnCC1%Y_h5IMxP7wX!s$AZ5;9lDke7Q3^lIbp-Wg?g7* zI@vOx_(IBS=_x$TLQ*2@<#Xc~%yaBG@N9}YTlf+s6U*D3|qst(tx3$9Vh<-Kn}CG*5IVP0Vo*QTkrS+d_qit%3Z1m#vgL}vEn zSMfZ)Za=S;r!b4%(Jw-oy)spcCM!HGYu5hEBK=G#zo=@%#YK+0JV8<78wGXZlbrWH zv%WA$+elm6NJra9SKCO>wvpa#v)R_VK)JGMYRs_+5lJy#qp~WqZB=I9s?5x)&C05` z&Hj>L^0G1ahs^9R3ubR|dna|1lZox6+F3QJ;5|3Kdu`a`x4j~9YC^(ugFahSbNCjn(-}ntZ`9Xg3 zYyPtBf|R96k&w#cP{VJ_F7cY>sY-Ax=?3NKSVVadjv zrpla`3d_55rwIONRY;f+r@YqP@{5MLW6`{i&OIzI%Ud6%hBh@iT6utyh$AeCq_Di4 z$nw&V?PVZ)X48@PpQ@(BLJESrMsqxbb@)~9o%^UD0j>)UAPRiPbIcr`6Z)<%+aBol zK)mUI;fV^ag&!rH9$U7gEJ|!t@ZGTI&NPW7oNR28=ao$4+%jx>FI31Z{AlB3?a}Wx zLGGq9XYvF&!&8TXbyC&$K^>$%TSI@to}Rs{QzaiWxi&RA?gBg274B4#mlH)^M!0MX zghe0ECD&QLA#OVi{5S0BEBt+n{onzGxl2HaRRvmM@ET3};xXxq#N;n4CU0?j$8z$b z!d{OkW%bz^2ih+R=4b@01J_KGKt;l2Xpvxc!sC*%=cSJh`+BWBAu*mX!S7PeBBMiZ z+gP+Y%c^P(bflI{1|_b!&?Nb}d1kMQ?L-yZV=A^URn~&qZ@n@soos?jdX(QB@Z4ay z{)11xS(HHrDD`7DKV09u<-TI&DiFfIN`QsRM4)cT3n zgk`IyOjdYmb}-biiI+J?>`%gC*X9zGg5T_f#wB6ROTjvqChJ`SH6?g1xq_M!YIhnZ z?|oF+5k1X@gN+H)5)%M5fgqiT34%-1g_b;?d+_#>W>9hhH+4>UPEdWEX;OLgwTS(G zc^2lzl72M~4p5yB?n4M=m{oo8sVb>aIBE7;ZtX;C$3+g1xQa?_)UH0teTVOhLWD@h zHOpBFfry4_<0QoZr^aV97VmekZB!{z=ipEQ_aW}>KXF{dWkrp4@gFHS0|AZ9Mghh~ zc*B&{DC>()))$%VFFmeeESI#GfGTO0OQy4YO~fh|NgVvNY28Pa4p5KaBB~>zo?YyDe`Knq_05+aC z=mghfl}+r+_6g-^aOcePFfi~qp3&6c2y5G?H}^=`PL_~;FL6IjvLT*>sa-*Kv1w7p z6O|Jk{g)Ef|M=@6x_*Ta4$F>9ui6%QJOkAC(C@#tSO(PGmb9B2$2rZrF@u zgb6Sw-c*1)(aH^$`};2DEGj(oIb&P<7anu49#c>Sy$WA{Q%eaI*zIf^)yofz1&d-~RR1 z_f8K1^*%7#iXd%&AKhLQ?k=n{j}_8Ga<}B1w45<7MD<32_l9kt*1$V(lIn*iDcdSV zTPwZycf>aJSs+@4MM5c&4;z!-_%5}~3;P60Rp8bxyuIk))*t85-{-wyo9lN_2d@ZJ zA-xFnYkKmKOaL2KS8c52Bmp; z6WGD6FV3ScE~zgL+T6bG_BxQy_LS#@7%rVYwTPM1cK9A>PQ0ivcQL3Ml7W^{yhcS| zoQl2(6@OV&3~f-gE6iPd)5ZDNW`$24hqoRnoyiZX@!Uamp)It=liVU@Tcv6Xa^g`n z>HQsoDpD>JDtIoPSU7RAg0@|M-`n z#37Wu$gQjw)PbH<7|C88yq(odL0y7l$`*%?1_yYMA(E%6bw>Mzbo7;TwmKLXct8^mJmh8ePLh!|ce@$3*9sJl2NXTl_gy>TIf3(? zU2W?63b_X}SAhz}UQnT!4XtCvPOP}7z4D@Ad(P@OSx}kipb!f#Z=xP=4vN329aoSj zc@QK9D(R)5p$ID6yt2MXWq;99{>bh4Km}~kLUk+7pu8R5^$)f&$(Qn*MVWY92PN-a z(2;@k<{qiNlcZ$Vd*`oS2Tr2B(E6cr&ciN=gKg1`$1j4q!j_;ceGZZItZq|+Ad-x<-E?HJxwFH%KFkO)f5M9=$+e5=1i9;HhETBG;$$|1O z;Z09X4+hWWWMg}Yk;TF%ExtZuaX2X1$R|~mZh@2ptXU@2!I{0^#caU!9=IhXny|E{b0*JdyCOr&CPwOrn8$@-b7pdk?4Xdz0A{uO`>itz~O`NA;M?OrB?F z6ILDEVkg|<)fd3o>Q(4@q%3j&pZpK4h8a_2(#>ZaPVhU{!#qd!;&j_(6}C?fT9{}_ zx+ylhdBQaI7*%~`Z*e=CRGWA=c}kp9uEB1@>xn(ZMrzNca|F-q*u=N-mc0hM*UOT# z5+Pp4vzu44UH;`0aEjxGynvRd@VC}d{vfL)>Bn!_iY3mRoKe^~!8iWfhGWe)n+r3h zM;`f4szXz+Qhs4wsUv(7M3N?Ih^2Ubv?I%`(MxL!%<0U2{Kws zv(1wOH1F=_T_)x8+SpNZab>;3ijXz;#IJ>Vtv_ToW3J(fDSr1$)_r6v4>ewQXWEay zPaG`+yq@PDTM%T`Anjv1<63%CkQ>YYhJckb4(hL2J%#Tf+h$|7sh4!;oHJDk61cHh zB>zc>*Y^+U&!$hg3tsgmCoC&tXXUa|UQbK#09dCz(r zmzJ2CgG0|od+MBmc^($^^HsE__7ts~X`TFldwv>Uv!$f*V_j9A)7x9-SGO=Po)mbF zli4j39=%?Dft?al7tEvoX8F`+W6`_?bJQbO#Y;51y?lD_SWNrDIVJ0i9-Xv&_{l&_<9Uno(w-te ziI7to&u2kXgy!?ksh@w$S^oA=-M?)1r736kNuS9x09htkkZj+!wCDWHL>Z~nDaD5t z1iD#XhXi_{pQZnrIqDkEJ@whmXILj+&{#Yt`&r7FDG%3){Mxi!DF0QJ0bj4tDa%B# z3^>paYAm0l9(GQ6%4ZetuiRiQuXpk_TfU4*ZG0NobNV%J+1^AMEwD{NaGQeQHcfja zery3qqF9!#_|i_c9h&c^7FI@`m^mfz+~mM>oXuX6Ph*V1LE!}s3c2zNxAoTi-kCn7 z`0Se=$E7_*=blLwlsg=ITH3Syu)RdPm*mqq1}mlno-+;RUG{b6f+@l0gteb@o~oR* z^jE7PNa8Cr0FUa+t?xPgSz`O`8UwzmAb$mDE}oMO_Lrk3%wJ2yXG))$YgkdHcigh4 z(C^rk+YJ1v$#)EVb~w%GWk<6ued(s)bH-rn)G95tTqOd!3>HiQr;N>a3SzmdZ))F3 z|C%5pF}1hIPr|^2gls>Yv&%X zFW$Z3-O4E!&v7;{4|21+==RQ)2E$#eEs>`L%ZB0U(PYem@@I4X|Yk7 z5_ikZ({WyZPW?{6mQ~KLnREQ@oo(E&-82`^c?~WLC7!4F=*`q{Jyj|7=xQ_jV^DGu zW}9ksYG)d#V)(o!r0`T_;!~S%XAuSy&Yj&Mw`<^{U>v$~fSiU$~2AtA(-U7;g z>t=#0l%-(H^aIXyZ+sPFTz>4q^Lc^bV3aGoYI*R}Z}YevNj?@PU|owrWhPh`)QQLc zfCGQ^In&L?Y@iZmc6LO;Y@3vdZM<-|^r$WptrJ6vWItN`Z;a8iX9R&V!gD3cQ}%@O~0`af5^ zM6xl;Hb6@}c(7bT+T0ehgovBIa$#~vWsX1kK8_MM5t2V_(yw`A*u<&{b zPF@LqR^fUdo+uo9s(E~GqI?hYQntl&h1sTDIy3tqB`1)HIvgwJp#^aHqg2v$j?ST!lqx`XFK<6Emh{APc~oC}Ol?N(xMqruw{ooq7EN=iQa(Wk1U^0A)Dkd7F2(3FRx) zrN($}mwXqSE`u$RMB4Q4|MvD!6>p=#iYXgE#hfpdIOF+TihG@ndQ9B29}oX0$Y^0n zTah;X)3-yyqhj6ho4tkLHpTWPYb_x?eq}QjP}tjm!u|+6?2mk&c=WU2qn{Z%w%5d6_M}CTi3*$F7l|!o0Mn0+g&e;K{17srlEdn(R7 zo5iK~N+l-Fc%85sF6X^X17$Kd8+D!(&9gFW#YSnfPTaJtym{H;&|kwA=f$A<$K({O zMl(2-`CK{sx$>6JfoAW;k39g@p%x+Ve z+s7|Y#uzj@+MV(`wx*u_Qw}iq)4>#NWohnAioJ`KQ9!X11`n6&wsVpZFmk;&}mOR zZ+qzJOELNBzd+H9QC-iEu^|H(u~(BK0AFYRvSKSGdjBXW^*6A zm*iVegYF`{L3jC_`n7ZF8P6x@T-EP6c-}Vo;ZC{d2FENVCtvok`*GsX=fvLa9JZjA zAU2JUxBhy2XqUStsOX$J>9Nc)3-#nrRteLT?ilFom~QY8)Xo4^+P5H;w(yjqTR)H7 z`pNRP2Gq9s(0o4Qc@?-(&H9*dff84bL(f$TR&5_ z6ra5#*$lD~)S5PVXqxRH3*&#TdCuU6H3Uo=*m~+2Hk4Wms0(t)FMW z-kP@dSF7QNoy%w5o$=ZLq)j~Lrqd3awLk8Z9%>BQeDNG7vlqM%GsUYfs8hq#+4_Ie z*S?@xJB``=mVU7Sm-{x8*2Z&&KVzN0`yAFv=FFqYJ#70yDNA|YYfyi)XQ$t>Co3P= z*0e~s{WNO~a{8IyXzJw|YyNQKIY=As2t zP!d0+IYip|0mqjLn-EooWZBFXM0`4N<=1kb~|3Bu>o z#m+zeCUm>C)c<@hw9rYOGug0m&(ZwN>wC1b``kCPKXuSlo(D=EkKoDU(NB=i8gqAV zco%r8<9XGbyAsdA;dtV4GRO4KQsw29pg4O3D)W`$Wxo2n^E&g6mu&_)QF6=sWAH4~ zyCYWe;l2Je?JLEgLJp&XnR)f|j<+vCjS-dNbe_5ol3!zt)svs~g#Wm4I&L~^7$>L| z{s`Q}g<5t{18muOf%EB-t3jPe$&b)txXRxBP_U-Z`Q@hTB)|y^#gXT|bp34NBW&g? z&eK13sQA!<=kwBFwe`6toLgF|&Gqe^o;&VbaV6;pmImul{&r9U4b;;Of%bIsc6iO$ z`zG_~*;5?tZmNehQZ8tm+#?BTz6bhQ$46NApD(|qx90m!cL`A8S+x#4z~C|Ot;dc% zJs%TWuxGT^t)G9aIP><1id zu3tTKgMt9IKC=FrIr;(T#37w{$*0ipKV|%Gg~yIPOIp}97thhhY=^f_{mgpmXVR47 zLkW%sr=Z!oboPnBt|^}zMOg^wSrBw=SFtUmAlCn3p>$}k{Fx7&;h>f=Mvsu&`+4Ej z$DmXNYW~_xHM#_Df0*w{^4U<6%z9Acc{ivx?gs0PSDIy&p89#}RAr3(?%0U)8ix)z zdi8IXK9hK+)M(kA6HR`HdMgjPAK&nCQP678C@czuwIVJlxmB{7azNfcl^^}co<``5=0lU*G zT(RFI?R~DS@tnEBd{aRkyZ}vD2hUMceeQalxsc{n-3Q6)Z7<-h>8Ou44O>oU9!ozi zfJ>uG-npwYPk}8UdEL@g5f0 z+>up+*X|JSc;!;vGd^_&sT4J18L1QgOr>-I?vvF$DT7E4Vl0xAEU`L_2}n{ z;S19jgafWQ@1Mj=%+xt|6eV39|X5~Vmw}`=vVJLx_7Hw4_ce&%;dnIXS6a%bq1F!u(~D4&(?p^xU64^ZWA#6GlJ%=& zA6m+T(r<;Igvlvb@4(mX|NF3Bat5 z=0#ZhUpO~84jj7qH@U9Q-EL zqrF}8UG;BJFB&v93>qeZRL<}b+mjm4TMjl)2|Neuy&Scl9)9ep(eaK?pe8;JU7lj^ zq2s)e(Z9By>)$!1ACEp3thsoO`rFHW74JtAwotX=obb<5=mJ5oP2<3S& zuM`RI9k*BQa19~c!hWSCd_^f}IE`5HH?>&3F*j!W)= z)aNbL=KQxUu@%~tX>V=b{n-{9@m*tSd5+->Xba!;&ZGIKwI6>nI;iFVs=zQB-7}AV z=J{wN4INj2)I_FF8O62V&Q+wPZ0CQMpUZl-=f%BVtuIjTDgGLOG6rY{b6ZxEx zKWNF^<()O}B;VRdzXi3IE;CoK>uwIr&`a>;hNyho63{tK1RsvIxNpkGKdMeS!1bZI5>}+a*7U@d6KF zgT_pjF|I!@uAN?)W1r7+s~l1BotWi!=xJh0ZoDM6)&sy~zRK-CIXul3iT1Qn&Au|n8DOE0V0^0b(FpIeqcceBw4jVyo$c3>l8M?N2V zRQYGy=Gchu&F61yZZ#;l8et5YkcwoBX*eGD&FXmdIdBsKqX=$2`dOk6K$8fdlpN@04IP;b^s|n>7&9`ApSMcl1J>KecyY=s<{RhR5EeHgc2B7xJsV?ap0X_Z9 z##9chjeKVB=Y_quz*8|3&%p<2UQaWaEBx-SxxwLI)}S7z6=)a(R>NpKUGlkc>1W1E zKNHqitMkYqN-W-#i3Sfp8BON5Q=ZEYs+P3i)e=IJ!zUvR)#7iUgf;P;Y4N3j!gxx#Gc&pm~VE}VJyQ2EY=3G6X~ zd{aRKF`!`@`1t8u{xx%tLwcK%+~+})2>n5za>TbaMDxKC97p)Q}>zh-X#g>&wpUM6G+b@ANIJCAXG zpQaS!$(qldifaIM`G(uArTsx}HrHWO`-w-l2E9q;-@tkm)Bphuf4E6P$No6oEWrcA zEfscBuOahvHrFBjvYLIZ5>u3Z&s{Dw|KryMk3l0Yptyz)p?(dvIserBvG~fq{QbY5 zt>#~OVAJ`-efGs~k1zSPM#`ns>ES_dqw?mPyw4JRn66IHY<;u!hj4h^G2g?vu2)Y~ zEVy-kW_%E@WXRc$SI~**vz@P$yI(20e7zXa4%x%tw2VEM6(h)@w9vF{ndtk`$D#Up==VRPNyg4P~&zq+Q@C zIpLn7Nxx1^`o-Z{t8!Da$7s^7v@%eR3Q8~5O_|PeXsV6C(w-%DQl4`SR!o_A1u|BY zzEn+prN7R~xky&B_UUM-sXN$*%n%R#Ee;u?i$TI4(N<5%(7S;+4 zJZY#UxcCvD6{v~g#J2Apd|u~z?g3W)meayDPiqbMregGa7ujuGWak(-KjmOuB9GjX zo<-1B!_+4A=PjpCcd#~srZ295rY~G$VYB6~wMnkEO^fVKM*TY^VdEv~8VfFOHJ`At zf4i3FeCO;l$9Cq$J&Qn1UJYo38JyC5C9M5QSmf(TjaRVFp~kD6b>EBgY&<3g%{$?z z2bxh{1R6z$X$m+M*=M)$>5Gp}$G{y?^^Pp?5R8s{daYFEvX3jO-aL={B_|o+=^XB^Q*tACb zj`3lOfKwjeVfzwDTC~wNwSHNX_Ohm_#O`#+-$N1>9+|L(B~M$-Ed<{E)z*K<=4}y> z1)67f(1a(Epp$`Gf=kmfKvTWX=cT;^_u3|bW=tLgeqP^mI(y$ic6lu805YE&XFoUI z@;TD%y?FCZ&|(kvW1v$LZ8AE{&oo{iNIE-7@YEa&h7pD5C=@52GuTVn{F zgn=%1syxbF(^CDPH^qm;%{m@5`G=YuxwD@aem!26c()j3h}z;_f+W+!d*_!vdixt( z6Iz36Lg<9hv&fZKGoNc`KmT~8WcP;nbIkfZjruh$jF6UW$vP*!;~T!4t=sXZuVBHI ztS#7v;Gc`+h+nhz%6xWCVntBZ9MDYrncZ3y7iSb4wmHJf0P1UEwo}%xnY;eNxo}uJ z{Dyu*Umk@_2%s%P@BkcDX1X}TA;$Cysh}#ruIn>AJ$-< z6NQdMf`&>#qmZEbyzJaFsgsxOIl{gCHvH==T!5wgN&Q&UTCoo_v0YK72O3~$wv-G$ z(bn~5t!jnOt^CZ`aBrghLgN>Ge8nG>2 zQ-7?@0L@|}FBOS+xR9quTXVUDl_usenwvFfNb$xw{WX)9N(lR(hYlU8&(-GF+*bVS z-ZMctw<8uIUfYY0EdUK4LI;l!+N!5q`aKu1gr=rh@8}Mj={uhP1_fgucwE*7J}z4U z9+#aL9}%v(_ro0t==AWJ-;qi>xruiwWV%c)}UV!D@Ae$Qv+ zZSa|~Z+ofK$1gG0Kc|CMoqk1Hb-H*SXa(t-=i=A?KDhi9jABb1CQqfJea0^Y-(j^x1rn==A|XJ={#CX zU+;u2?@7J#nV(~7*VjLXc6p)bYA|mz%G=@l(c>>@0q$$i3fI{4kQJ`yy;PUaQx7_S zU%k^yb@9CHXXhjWyub~?NZ}aMw1{(>aa=V9d_7*E4!Z<=DS&~NrJHI}h)wSey*1fW zQr`7AE`9>(h}qmvcpQFgYH7pWl~@vppN+rHJoS#}Cp(_EG;S_Fbl~PrIq+;~sMwC_ zjr+E9UILGAgL*7p@E(ho{q%K~r&F`ZnpHekN#?#gN;^@9)%oTc>>Z4QjfB zisD}Qq(o2At;(dgHjdW*poNIw#v^#}$k#{n(vfx%{xpp8R88aQmd{6SRW_B)`*Nrl z)Jy^`0n2!vvrh2Z>U~D*QYv=b0u9??WM|NT?)<&GK;4nWb0O2op!r1$p`{+y^1(F; zuRy66yDp}!AYFU2yAOiqxO&RYJ)3o{g8ifR<5R!W?PE;R(3gKT1^HR~ubF#XRtvh~ zW3Hj(luO#@d7mv=U#a`SLh0C4PV>5@xU^L(fwV21FO~%!g$J)4XS`k_w5~^cjm>g& zUGt`%0CP5 z(}7}1(Bch@`FZ2+=aP>q&B9PtAf?^V{5iES)uUj&;Zq0A#o)R5SMc$KSCwgBZQeD3 zXW19egT&mGVzcWU{w>w1F+0z0h?T^p>s~*2`2fhoeIH@%Vu=DpriX2fF5vY?7*q3S zURAbL&Fh7(Bs#cwO5pjMG09E0uSb2<{&rQ z>!1aDpcQTF3Oo0{oLZ>b`(aKFsDF&pDnE%o$CiK3HG~v7Pg!<*8|w9c2$%pW7eP*+ zYJ?UT&bH@4_JFfXkeh9K@zlP6D*kt(dlR@u>FLMeOgc!a8tuaFD#5_uVv5ot+>{3woxaRR?@Nihc z`=0P$o33wkuu;dd)cxb04Ha_x?ejsyVI7cK6Vw~A?5+52_3#u=b^@qO?7DghOsVL{MtG0EuWk2N(eE5S1g12eYY%U zXZsWuKGd$w=e{%X4`@OIG-QXe#8`jLT=9(OuG_#1*N>elhAipKmMD;AdU)foENE~R zW7!dR_VbTtN_KB}_k7+(q~5_9P(FG3xhe@X83Y>5hP0c&D`S_=DT|A+?stW(GP8!H z3{X*3c=Uqjjw0#Dwocf~w?nro8_VKA?JrPU0A%91XR|If@HTGwoO&qr5NKeq4Agsv z_Cvt!j@GT8EAk<;$gl~kpe3d00Z*qECPzL_^We9V1GND`U3ciG;#t?8t~O~h2pi}Hcc;W(s9My7*llX z=Yd<5F;_Q&hj!*dmRp0?!|oGYdSlx2?VS8UZr1Xct#0P*=geC^Lr4BVqsO4-B;ip7 zl1vXj&3J4MZa!d)ibI#f8i=73G&juVww!+5@cKOmw&8bnvGb2XtK4Ikf+pZWzI}Rx) zv|HtZM)L7u+jA#p*i7hc;4tq|Zu7(1@oU`rx#A>vG4Zi=y0E!LNja|1UiWY1cHOVU z=);}a9JqM$IrnMj9#4L=o%^+>+yoI5=g|i)VYS&sm(prAu+qdaqaK7)jqqnAd3aI@8o-zTsQTv_0?~d>Mc6WTR zE+MZ;d0W#`W+(M_j=_)K^AQ#6j)Rwesuo3SJp5#Gq&*naj79AdESPfnocpzN$-H+! zeHP@>Mqzp~NBAXP{o@9F&^aRH)oA^Y<-OnqVqTKm=V6;<9{Sd_oW3kHeXAYTI@w+9 z{A0h^+o0j;V~3zSazN{6*lLlOpCh!Togek)3)y2-McRUy7Jd*(KOM-{W)sv@5*S*;|eXky&^tTDZ@%+AqzeoyK1Sv!r{ z;0sK*+*{x!nCG#5$I}m3+lnx_6SV&wY(iPd@cK(!B27#M0;4$L21* zQL$hO=1@x#crX++`ci)EK_FoC~zm z0W|Uo+PU>a@u5=Up{c3If;EpdV$AbSK9@f2T)M~e&1W7#XRw!mX0R*8S^0yWq@LH* zTM6F%hA|s=UT5xcZ86Y@zR@)B;PEu@BEq18tCrO_-!vWr4SN)UhPhz7^9)XDJ~!5W zZan4lP0(73e%s`$&^}VB^32Hvl@gDeIY8qwn0xvVx*V7GxVL73mwHql)jsxS?OnDz zD|-qurU;$`CF6(C6$fsX4{OpM*0dGaoeubWNaD{8<3l^ao6(HV?5MY^zIm88KUqOW zDzyciJ}ltr!(x7dus-G8fHqd+4U3WmPRDXKbn6P zRQOH`=c!vA-TVWbNWgglwvey~JbYStXHL=X4euOJMHC~}+iahiqPb1I zs&Bgi_L@dq?EK?Ho54#(Kufxz+jK=gsVE(Knt5z?55}6x^rd0y^VaLkJO2Ls?bfe- zL6DhR@HS_klRIWARcB|O{IK(QTesU<&@z1Vv5zZUZ~t&#GxY*ZcuF?AfmQ(YrhJrr z_^Ik}dbA*xer?&lO=bI>tm8f7*}&5gHXbJ-QT?7>bI;AL0_V8L&mUvo&j1=b-J5;8 z^{d}fj%F{(>bcNC<;S{uO;xEeacwN(y&(T#v|(U_nxHLr;PEO@6DCwF=Xr~EX3zd+ z&~kOqpvhEFqXRrJ4;sHdb*r-G&mHhoT`1Cmit9VJp4Wc-$>3P-H*oQT(M!j$)*mCO*=t|Ndt1@{JS!G!nqG z01{_B<3GP`i=MmrdTbicT&!IZ=)f>&DAbq@?0&yvXOmF!;2ct@V%9jl0%#pw^cBM*9NM97cXW^ z0Tm)9&W;H&ao525@U2hX_s)=Q>ZQ}?dLi3<4|9EwHq_HE?lNCz%s2JY%Q=QCK&w!} zyMsaXDa?^_OG~UETXy}Pm#kZPU|CSlY44LDwdc?1Yc9RK^B`=tImiuZ{pY<6N8yWM z{g~HGO^P|0e2m|2?z#ChN7a*;iRN)F)vu2A+OzMtg^Abl z;$sT}tzfHK13|vJuwuqJ{WZT^{g)SmRwEe1oj*BalG=^%uEN7n5AI1=$!RRT4H^W! zdyW^nn|twG&>(HjbMb4o9xqd$_Z)1V5?7XI0Gj>Pe>HXAo7CRwVta{pH_&=rkd@%| zx@R^Ap7ea)x#aVA&qaZr%U+2eYY42G11;trP40PldS2q@ZS0Q^tVjWE*bRhl*j+p+ zIYh}#6}(~B&ykcUXm|uu!bS$rOHVwf3+HZ zye9$LJ7{(NjOX)N%XZB9GqrH3&xa`(!!6GuSH9Wu`3!hG88o*W0P5<3hq=NwaWp1m zs%E!vvb&{%3g9029$oO#c0;YWu)ENKbO(Dseu-zRelFIcIFDR@dvqCr5F2d-?8h#)I!zi zOfTmYf{HWHQWe;=J9J&_{Kwz{S7qn``;ua_>yr|H*ZjJ-%;*vO{E6o_WAmMyxy@a@ zHNOw47b9Ql%MI&$S;e11Z^F-hP$;ioP2>Fe0EbY?Z~!JsV2o z@;BbqTT`y*3ONk|+DJXw<@fDgo1&fdbMRu-x1jcG8f?EUWRvd4cU#{cs&dyndq^I`hOko*#`Uhpz|&jTms{l%3nLXPxnysY)`SFD)W5+psNE0gWe5{|(+>3bGB<&Ib+4U1r)n*I3U# zpc>rH!8)G&BL_B~Ja3-#Yw$q^evmyI;*i9Y7ANYEN7{XODk)%w0LZ_^u}ki zP0#;*U;9$Nte)q8x5S$%2A}urS?`)~tsp-0!0MF~q*wFA|6~%dR(|#9GkON>=`l-1n(w)>-Q}M1QvTb&^L$fB4T01?37CtV@n_N`+3j)!%V&@)U&&r_V^e z)Bb7^YEhM6`t7_=E!Tgx*{SceRDXOn`mAfP`+&@x!l^-jD#d>m?-x7zg@3nw%YRp% zGj^b0cyJ!1d9{DV?!p6eXT755vO7Ne z6+BOUCTLhONh>d1aNA}#pUJZyypq{zW*Ya+PMJ?zb;sw1gI=8PpoulqtMGa3lXHJX z-+bX;3^EiHljnn)toy%R<@>R@@W9e3d)zA9WJ0_Oo-;Os6+mKS%A<3;Ps}ZUaL)SR zTy~zi51jAz?3oMBQeQjvOR>jX4z;a&D14_1CfKdn zA!|)m@ku?c51;!l@eOzUfdige2^#`k(*$RjCbd0Cdz^8@`P=so_R4(Hq1?S%M)k^U z(xEBf!b585iqA4DKl8k@5uf_KUa%edeHKxTfpe=N@y@1D@|(vFCrcM8NZ>Z_fxePZhdSxn;ee*wUX}JFZ;&vEWTd zGj5%c0pN)Iu~U6bRop#L_-r}lc3^JrC+p$&RryogN%2F<8kg)XBne7L_#T+OJSQb71ce3rW{hNOR|HKU|rU^Zp zJN^4skT+MK{E^evkiF~H|GE!77Hg(FILFKeN<>DRxxxNCI`{dBxxaUBUtTX^>kUd) zU~k^3+_GLTVv$uO@alvvNoF5 zps=w8xitY+2rLz;zUTh!PWHZ+@^0sY4js}3<-0e~!efz@R9XDvyM~PIy+Tha4mqp^dI6v(X2RU{r+_72^$NqEw z@lxJRTh+#B%b7DwploHh@|fh@i_xpw1ns}Gl;7iiXOplY5L9%4i`CwsJC*V~Kg->z z)CUzS0yDrq1eI0gqILJV=Tyx7GrlqBNcW+v1dM{{h!M=2sdDGu*Xj*Qt<*Z}*TP}s1=?ktw^T%$f zwXwce^d`I(Y+Jt0=nIEpPPk;0NCxjhkvsh|g^TB3`4DpN5yYKk-UV-!bHFD$+gyPb(+x9W{=5Jz5L8}>R(x|F-7 zx+QTt6UVyetQlboTpO=dJjmt!EUvWfuxdwZefwF*^1ECLZ>BA{3w7XjtF_UwS9As5 z3$ocia}k&aGBdPIj5W$x5X$UaejbeR0F5hNoKm^~D!rcQSFDR`vJ^@mKgdNA2qZQ@OX)v?T6i;#j}q)P*%~ z@&dPQITpQ2XkDFbqp$3i)i&^ufAAb?*KQMgdzXJz4EFMgH`W<_30Pp+^5M$TA3r%x zITyU@YP2qmeW_tN z=sKN2mupK~fUwOL>ql($Z1vE{7O}PGs@ex_(L!|n?cWvLk+@yNR^IW3uIqX33sO!i zkA?nK&O7k*a?AD|mM_*tcg>S$wS~HJ*V30i4KIEEcfW+o@J*OxRf|BG_r=dlTiOC{ ztZk6qn+Z!+BDVF8TcVrhf$RD0Cbsr&Rdp=3@`*RrZql#UxUj~dn`!OG1JQd*O&?k9 zQTO>#enY0@y6(|){Y`VB&8EAT-u#ic`BU&sO-tf-5o?h1j-CTK?`(&8oXZ`7nA6&2 zbs=wRSQ59hSi@a+^QYma&vE*GifwnbUVm!ev^4VOr9}?e9Hj@DH4i6l6`kh2@$=%O z=gJ(XRc}D!D_rmFx&DcBzw_75bmBR^^hRZ(_hu&DQ}3=-c<1uTgflGTl3$_1lUsZt zcDIPNJy#ht{I+^;{+yih+8jc(`ZXKlZ~_mG<&Ub%%U8epa~Z;x z&^p~+=^VeREH&1JbNsCO+w8HI1=2N$o3!x%!3T$q+%GY0onc?C2`+*TRdKf2-Mf3^ zkjoW;oMTcoE*wdFS={BFBGzwOEDou?syzF^mb%L)ReaO({_M_?xR=F!y+ih%-B%hW zblgw0|E0=3PqE{xkV!2^;@(rU;u65^o>!`wzvOvdKQ*oGNZiZfEAJHNsSzDDMR)DT z1LrUOc;BmdN-!0XhzvOvtKaH*JNZid5zTROo6F4y+ zN;f&0FQ6`N_n6mdH%qj<(~WhT)DK#~ zeF^8-H|^o4Q+6yH zp55!(tJgalnCj|y2{i}kAH3NvaBcOQH>|Lj+x-9FhPZn-+ap-N3eDLI(so~(HC^5* zJ+q1bxX01wb`w@LZ7#nMyO$;XKmVeyTGrK#mKMpcL$lBAx+dB z#T*B3dN*9FD0goC+I1i#eN8yWud1tEoBI`3gzH-Th8BGKXK!AgxcU3}#WS6FUN5!y z&C#?OS~Sf6YyNnB#hcpa(+^j-DQxo&{3h7)R%l8sB#CBEU-ss;$Ia^t-YE0jR`pp8 z4w~4mP5kB4Uq5&vI`fCt@2#ij8FG9Lno`S>xR)grngL%e)%H3-~AQY!oLZ&eARN^ zylFQ$KjfCY6m9SgKfG63vEysd9I$oiaO*68TNQo#7rssN$cDH>pUk-+C2eo{bhrA= zKf^iZJ=gnx_`5ON!nm$2{R(TQE4+mk?R!l!W^GxoocVq^r@vy`*Ptb}EDy!qU2lQPrN0lv z@BHsNZg;47GbmMqow}O^=G0qD!A>=`_|0*+O!J&w(}vit&EgA8TYf!YKVI-A`So&D zTW5jWOErFT94g~H1utZRzm+a|^LH(Ga7W_q7S{qNj@zm}o5L5FwtV8?SMNS<7j{s6 zanhUYqc_|Iws{*sUAZl`H|@>r6F06Wyiw*^_nP&Epi{v^Rd8K$FZSxAlsOzZvu^zl zws97Cbyee-UDJZN-h?;skV(Gpa_rv!8`iB7bM`24yk06%omdWPsI<(|JG^P7;*4X0 z*FJP%jYIQ^oAMoQx=UR1o|&qjlNq)R)Z}=-F7pAWp5l!sxBi=b<8fSrCGO29Zu%}R z14=Td`2H?*07d=HOHxk0wm+5!)wd={vG3n^3>=A@K#{lr;ndXoE~oD4U$$$NxTd}7 zUVy&qO?QELdqq;^`&PaR@ODY?s%4K-Vp$m1g;nGFSB9+;*SrJ2F`0nMroeB4Q$D^- z`?w(?>?ow^SEPAppI{3#PiRk9do$bPhPlEUWuDVZIjR$(DdxxD)H$rOe5-RmL@(Z; z(bxR$)Y2Ef+%9~DCYYF6>++Ri?>DULH_(~B=rwBwpCX7>Ua`J_uf$?aPx*Y#!}n!M z!u5_`GjCc8t^A%|%BdB;`HL;5wk2_=NVL3TMd11yRg6*28m4uNE{31z)&0|>3uzq% z#ndYA_yx)D*LBZcHJ`ZpyZsa&#kRXaF|{m-+eO0l9kMx0ofCF5<#|+C>aPiZzhHNs z=CXZ)K2VRn4ZGx1+vT%&|AiS&JiA043y!M7;%>iv&7*XiHOJOle+_}RS-hH-!<}hU z+htSBw+@|X2u8Rx8hXJqCSzP)5p z+hwx%zr_qE9{<==XQ~)yIdk~Ob}j2)VDo^bvmoMTe6`)whxvTFw5Kb*oUHH?nmTuy zc+OYyd~a{IOyF>l=A^hAm)1CRZ`y5oFDUx4Q=DK$+?<2kT@y2AH@~~J)Z&+l1uS6n z&R$%8;^Oc6%bG_v#HNDF&xb3$3%>|nx&C2IZ$*S{+$C;kG+c-m(4C&}0^D`iJ9}Yy z!NxL!FM@61v0V$r7ewB?3u;b0eKE;SO6*ST2XLsYi|JbE-?R`OC_J@YJlo>!61fa@ zrf=fwV>o;29k?}oeZ!^-n>Au$&qG0BiA~qu{p@L6hJPYLcxqW5es?{30aUQ?+AMym z{iKc0Kc;Jef7gP3g*Vd_UO>ZRyNTm`CCB*=7u+Svyam625;BMuyb}Incd5mid)_l) zEmWRbAs%RiYfn#m5uEbk@8`m00*C#No@jI4DdMaTYLY2l3A0$N{pb~!+*Y~b06o`> z?gG=i1HM3#^0t_@%U;|LNNirzZ(vdEDzJhBsikzN+Ei(SWI?6{DDd-ci8@|b7ghk( zxGr|q;(TTI_xUL^oOo_8wfM!+6g+*yQrDZ8r1DobTCd*kwBh83H43S)Xyab=R!F9H zrlrN>TT3l}nH7Ecr+EQX{!Ll=SadJiuMnl@cyT&tz%^#pqI_l7_x07YLCr@E za7sSCRO1)NE9r`F={9TRt_u;i&93P~S6tv1P(#}5$Bf<%>B3o?KZu#L-!1hv{IV95 z8o|S@+fAJByS3f(e?QlW$0eL4ar+d@FNYwBi~akw*2Ax=X6R|~fIC1UuJ^gRpw-A! z@8B=FOI}0=d=YF@2gmBX9U`uvazS;*iNB)#dq0(P+D`orYVF5#VFt;)1b@Z0r$K7q z)BthhD&smWwmUEMf6qS^eFxlhzpx#a12*1$W#W9_wQV1(vwY%(wH!>R5#`DL2OBFN zZixCH3@Kq}7r6>dSuM;0Pnc>ic6(eXS9k#~Vt;Wo2}7GJT-O@AcU+90X*(6xC)uxX zOV{x{I0m9;&3ms@`&Qgzh7->`ZV_-t#vR--5xlbf$3h9d><|1NRa%hz?Rvf()GYyz zAw0eGrAGW^rM+S*m!VCeW|dvjha*dU7K($)uPm+o3~$0Y%r>Z;4wk(2Y{Bj_&ANTU zur_@5^k>g^pEzIs;JGr-?NG62@b<%xzo8bbb~0g)*PopS?W=tR_tkzt`)Z#*$3A)f zm*tG+kqt3j^ZONSN;T`^8mhs{h$1`mF4&6kCe z!%k?wYu(4~^9v#h%0C2yM=OeuU8xOmW%X|3R*88#P96HQ5MHqFXOpiG;9GrgWz!)@ zkMiT^x$utfP80k4u66hBe==&7n6_HyjQlBhw#zQu=WDTM+acrWkDgl}Jr61$K759h z59?xP&3~_Cf4^})sH%JP98%RidakU|-}tPnZ7Tbhn63ryMI7ZFBlH|EK(gwMqEz1t z&pi^rQGQC*pGlb@TXky$oY<+`b9!!tEyZ^Of!2+nX#C zIGhIxz-I!7@-*x0n$8J}*J!mJKE-SilK5jbs50jG#l7gM5DU0GIklAYmkejsf7TjM z*{t+JnFCa)f|_ALz1#n}+<8%-2=Bq#&xiNTcP;(-Q|9MSo;tfj8=|}Bi-S4}(OvWV z7uc|8b?^TwYf#9)IgJ$Z-aoF~D2O=u|Hv;`DK!6l z(|mZP^QVUIdIr0_d}4%N>aQA>hpN*-F~GYpWa0e&9f?Q0^<2-VyPgMSiwm&$ik>y^ z{KS3d7Ccwx*}c?fKB!_@^qe(=cVXI>@1JX0?>tz~HxHJ*&!rzc2Z^#Bd6{K)?%!_d z?=@_VV7&|K`htg37MQjebxd1d5s@$nHcGMabL0k?Wihkno}W1Pd%22_Vw?K9O?rq? zfQRaH*Z;WBc)dg5pR5_E#GCjzaspJ_w&=ZT&wqQIOP}yrknOI}0#H|r<*v{I)0U$C z@7isLPt|$d1}A(-Nh1CR+Q-(Op7#9riF4l*o-6a54!!o2pLLdKM&JTdISU<~Pon>= z9|W(14rK*B`NMiKkFyBeEV+B>NsYYTKc*tPLkVi(piDOLGZUy0>$K9HSFmrd)WJf| z_n>jJog&uvxnV;AQ@uBTu1$IVmtQ%!<6)B)$6Xa7vj@?n12nL%{G4C zn*bYM+G%2a-@WXfzJy7uL``^)f=#hzS=W&^h)%YyvPtAIe6N)%tR!z&k@aK=fx_?Y{c84CEPGWJ~$&wLPwq4_bl+(_m!r>M= zJD&bo391u)cPeq5GUb5jo9g}fv-6Xse`DW)2Hd&Odd* zjQ#FbZ^JLm@Va}qiL<>6+im;Hm0X57(~auE4UFLFNiURFtS{8PQV>zwJHNYYp}dGQ zsDL~OEg*LkWwzCI@a&D>Q^94p=S2|DUU+lTeSY`F4N)=Nq0n-q4P1^mL(37cuK5#; zS|#S~obohRi6f*1GANj(_2Z${BR8Z`L3?|6pp=3GWj$!@vQ1qNRKCyK0g1S+i|rL_ zj~>qYbE^xHNF0$9iM*2i`|EC?27L^)j09D13-%qlop?Agb&i8RC=z0Kia6SHG(nTe zRBv!t{{8zpxFd0=h$DEsU?-@GuzXyyt{}qT=5KJ+#qJbww&!Sr>oWf0obuxD{=Xtg z5qhaidp9hNY!pi^&)&1tjP<_Q;^VjbEL!6vAeDAkoq!0md69d4h2}5ApfAiCzc`w^ z*MVB0@W9;uW2Xe)YUxB?AyBoEcS_VTU|k@r<-0Cs)*^XjSNkSV%eR#Cf^y4)+lycg z*vt#AE(w<(>TWy)iSxoQ;x4yUEx>7It9S92rw-ub9`kRxYk#Qv4yb4Ada1u@3B00G`77aBRj+8>DiL>4 zds19OT55SWXw+ZW&PG`#Z2E^q-V?tpR(c5P;0xbXZw^Lg#jQ{*cP}pneg>(EY z`rGWW6FM>*GilNPgAep?#~<@ke0DxYvE`{y+C}itfA9VHCQtK^8+IN0zhea?23VZ` z^Dla;C0zwtm~u*0@|Qf%>8HH49f>Yiq`3HwcT?pe~MGvQ!VY! zNWw^}1>{M|E2h2i#L!Idx&h#Qi*KcaKt*?mC z^?4Bl=~p!^_|JZ^Xe#So(CUe&lUV-pw>|yTWOrmkOw$7JSYk}m0{(?^@^j_*x#zbn zhlYqFI7GOiA;Jj`5!Tv{pOJ!~@Ce%(xNVC@bkt*AQ^{v{j=VScoo;A9bzv^wuI%Yx zXU0OExf|@v-Fp`D8~)j)VWVo+^5KfAL=|h4^NP2Ljq55Rw(hs6hV}*=FaB@N*m@n<(|g$2t3NU*qqf+c5XmhZ*u z7j-^!iPW|nbe+y%>%?Iv&I)R6v2+}ab59QIl}Ut}R9XhfXB*>xc_yE@0ax9wwd24z>!5CL>Hr8;7v z_P_FsKf2dX?LQ2f5Y%kiCkE?Uy`HA_;!7Zc-gD51V8x>#mc0yX6|b=InaYIm zzJ3c064wjYn-;)xD@&~`XVw0q3nEDskD&8yr7Wk6->_LzAbcAK6RecshqP%NC{{lHR{raPaPu2Avg{J2qmRem7L^i*0ed2=k zju+e|rg;l~5p0J{aN|{_6d=sijzx!R5H$* zdKWYk^L~B%?w^knpNi@46tRuhuCi;|5Cd-wf%<;3FMmpbx>TLsGaTfdDjsR&XM$%1 zv$Fmdg2sTaKickk^!#;DH!Wv6yzjBw#6I4=ZXX+HT2L=>rZjBmSm2e_pO5M?VTbOo zZH45XN6)hlo``pit^Uq`4wn2~FPNjmwJ>MZ{}Z!8UDHES=87%z zyPoRmo|<;8!rQkuUR-&@%LLgf=qQcEFE<0k@Xo?~rRKNS%VvUxcO<|gApWsk3;P$? zEqu<^el@*75Zd}R1h=Ckz;)wPZ{sh%DKGw>-xb`^_(EubJ4fQq7T3HfpmuCffBAox z1mho`ll`IgY5a17*T%847Ue6szJJd;7c_Wy$m1&{qc0yX$PyqjMT zu{VC>6Ik=c{XPe*-kPSJ*=Oh4w~x_XJ~2R#v8qMj1_vX!OWe}EsO`>!>yxU$^SQp; zl{j`yh5K&TQp;Z=mcLj)gI>{Hi=l1j#r*f<-=9Ad|8c{E_6@K+C-ax}Vi9K_v@;=7 z+a*)WwJfc?h^BMf`*`qITCk@xXL>o zwEFUK!>0Oxv+ybz+?sWTwr0ERT)XTV7l8&Aj5@)205mjLQ?I6q|B2qb^k>a=DM!I6la=oJ$+IPQR<>2PR zeJxzp>X$%Em1dt^(}uXF#nAHg>n@qU2TqAf{$gnZ4^`?wlGdqd*95X|wOoFoY|xv` zy+5{HVG3yUvgN6e474e$8@?JmGRi4a+v2#F<%OVAfPSJkXqM()(0lRdpIkeqIJ$8# z-S2|naHr}n$4^Ub4cm4L@j>JY0K~RJHVEcTAwI6?TU*qR#zxvhSaR|6S!KSHX zSJPh~w|_lYrekft%mv83!$}B+g80_ zSn=`PtUtTd6W<*Bc<26YnY8eu&(?PJzEt>8H97gG$FBu1bAsPUdWO&bwxQwf^xLHc z#r)E@%a)d_W@S`MRr?&^XHS)inf07upY8F>{m;F3Ej<18_TNYARNh8=zHyg4@p)Q( z+r{qeY3EF0Gj`oFQQh+G^eR;pEo+e5xRGjALY-gWwsq$p-{CJD|b*D;L zPv*0pT&D0~qc7k7*Rw>poi5GHt6ccF;lyGb9Z0b-INj~VEoDc?1lO1 z{p((y&u-ZFeX{XB+j*;Y+4;-XTE$*kp%WgiRcO}ac#$$W*%6XDbT~Z2&0h(ID{S8V?(h25{#Iap zMi-iR=8LBMSfg+_omH|fbi&8A3X3&4G!nu3HfY8zpH#9C6pjK9%4e28*rU>1H=!{< zyy|-Y#Ba%e*2q6j|0`kt`uLC8btPB-e|`Mt{rkTR%d?AKuzQ2j3D@6*msywh9eTg3 z?7FQU{%+RF;O()0;{@t;&2P$ZJ6&q`eaLd? zQtPtSzVZK^0tAdVaHWfEnwTG66)y1T!v9?pr*j9@hfVmkx#`M&trN2Y-u481jo+g_ z`|$J`eO#f_&Xt_z_6;|G)sn4tGnW1Io{bxGK{~ZUc0b$PWHMiL$;A5hf1Ca{!~V7V@6~mC zDzBWYxWZ?XuPTS-A>L!pj z3D5t#ucZ|0aBQ5*|LfMwePy5+S$D8Nh-g5zRSn#cvC?CsY^GPf%Ly!(eBVZBQ|}`DsVK$I<9bkYxfyuXH|^O ziP`RNd)&VsDg*^+Rmik+W=ER>`m@|+MUT9ZdS+qJm3PyXw*K~6QZ~Ocq(7VW zWWJKA^u$;4pG|Jc?0cG~6$EkUzOvHwYoqtAZ<$+szVL3>cV2iT!ZdwOSG)Q+$?={~ zmYLtB_lcV<=Q*wLOnvFIeb0rG(#3uin-|?JwLXx}11>yS7ph(D`{N(Y?|eCA{mqHV zZ>PTBzWlY?)lh4*w+4MXzZxGYJMcMsTEOknTwA`m^@}b({J2i?mDTmw=%?S-951-u zZ$5EW@1!#dLB^shXLccynAwYV(Uk|)c|f99d|X$_R&JDkxw&r1`Ck+3uJ)Vv&wBfo z{Xw8FpTGI}62C09O-0MrgUY}y(gDpkVz(>TbS5U>UiW34e8`eCb50XS)j4-^7P6dM z`{=maYrfxi8|#D@-CW^n&zQf-avsMDfzWxqMK)RWP_u>p8a7JU%FG$%HqSh1!2$Qzs_iza_Pdgf1amyAAhZ8UV3{@{e#-P zRa(xPcQVeMp7mMg!qa_kkJn|qe>Uxzx%#YL;jixsHd)5yUfQ{IX2sc=%eZ~RXPX_| zB*iB2M|YjS)rYrU@1>lku8{pPU+elx`Bk4EZOlBkd0M^2@$JuF+s$|1u>RJ&uTKA6 ztH1xKJX=vGy}oVT`t$#fpPyipU{d;ZR{0%%-&IBSeC3xff1WLJ)~zdT!lId8fz#}A zx_B1`OXE^IeYcIdFy9~ zXRE$xJHMA(KkEu#<%#Fz-_}|4Tg`LUx!?cX^!Uw#hI8Xn?){I9alE%A!>sD!>BFF` zqvaZDbz6knY3T~j-w(YJGxp?Z2hk5 zZw($-PK=p5-{Xhm;}=yn>vKQN*!4MRiETMEYvaKsuhzs>$H_kZe)e|Lm;A6T=3!Ur zx6aPt3twfsb8*k0-OS9{~T6?<6xjJoXYvZaZv|J*O{ z&wEn8$N%RyhMJkBJL9K)`*7gy^{fBR=6*XS^h?@KZT90tHMUQV@z$5G>zTyn-eUFN zy?u9HO)aF3mQ8zQ_V&c$!*jUWEvNDoU*h{bd(oTTMPGvNfix})wgtrpzj5f4yemJ9 zcik;LCM|UnRJK^32?@M4(Y<}AuFSJ-B{QPm8tmshb&une980Qydd{XViNSl`EH*Za z+;z*uwBm9Hquc-1SDx(qVqe}3Tvm07&&KLh>_d(6rHk)my8rYw{C4wS+-G~lu_CJ`dYn+Ex6FNJ`-}|=0x}QN*$SJ8%t)mzck>_ zzm;oHw~GC(nSlLQd0%<6)?zbnPztJDYxRPEGb3BQ@`cHKpft4j%%%N#59U68rKc!2qC2m7zHO}xjNe#Wb*&pv$I*jwK0D6_Awgm?JtZ3nY-%dUUr z2v5ubweDmyvJSpEv6%U6qb!5X1y7p``Eof1ZYRy_H(APMygC?Rby-*6B=+tKVLQt^ z?{mVVWHwFI0TsX|to(%r z2Mi9Jj|SKAvguie+SZlK0cktFQ@H>0Y;Nfu?$7qmeaw#AXH;>2a%i~>ZLL}Vl1|=# zXPxwZu49w?K#fCY-_#oq(svwe1cyzA{nGdE9QME5aPWmeeWBG&ng0u3u05hNH**)L zR?2F&&nRARXm@$m-nF1o+xTjtbG+3#P~bei(|!D>ZwK$Udr<;OYV9Y#FkcMgpZ!SQ zL^KIh4f6ieYu4ZXT5PX6xISZ_#kDa}LpFo&4a0**xg*SfmmOiN?$^=S*my2c`h|?y zH+b8Eciqmj>n5A;g0vF(OhS{I=clo;&tkS_s950s)}cQ?C}+#$Z4O<%Azi&Lv9=jj zmrEADeC2laL8F<&Yt;*r_pN>FmEULV{eM>@`|+I&Zx{{~emn5Cux@kG;*ClF3fE0O z`_Up;``D$M%PQuq6gAG2KO?be_q)GN)i4{cCMA1zi#CAbagmtx{Vg{#ScNk-PRufd zRP+2MSCh)Fe0b8Rzx_4e_3P=N{E_zVfydSvvOnj)`+8x@x^?X#p|S1d`z`l){>_%% zvh4lsnt%E}awQe-R&Dfu-hC@Er@gAdtK#sqW1kO|_>}%NUbnkx&&w?rUzq&Yw*@sr z^JmC*3e5&Z!PZRUN0WHiINmiTG2aJOyjPapY@GgkqTOrvUu)#!&Sd_r*j%vqW8}X` zr^#nG%3nFudt}L3NVg^Qhw)5Cw?F63vF(d}8Ee0yWizw>_r;Kg;Riea*X`eCe7?Bu z9eZ515Hb(CGee{(K=VQ8ngwxYOkabe@X_BSV=Ra|&^ zWyi!_4&QFIg4$ZSP4f$RE~d<3I$5?KR3a`nD=1mDPWINj(q`YQPuOx^n?JA&kFBzu zuifj+TE6?uyn0=yf;fk#3-fOaPWx+ZGcTylwr7dd@rQqu>i!FUS|;fJdxh|Y4&{rv z|8I)etFLfNfwW<`!?HH)_OlS31$JIrK(7VgeA6S^2ZNm3&Py5nS*4i&uh8UQAzH!hh5rg=?6W({JD0Zg%r{N>@l zKf1awv-rNiEW4an_GvGmEuWRr^+FquWUHEm3xb+HkGpPM2|vQSH$?CNx9G>3g-UYa z+Clq6kKAzHf9*#~@fwced1gnu44!*lzPjwWd1THBYlB~@rSnQaO?%N6O@H$bMUH#+ z>4+}*w?^UXdag@*M32}w+~U4<@>yM7lkY}_CtHnc-#W$b-gW(&?wLQ^TqZvVn)IZ&W z0!g4g({?rfUwQ1`9zU;S(|O0&zx~^KZ~OE3e6{`O6l?z%Z?_RSa(7;IdF}6@#INU* zuWVHKmv?WOo%E&N(CcRJw_n}ev?ZT4)7Np2?pDirPBV0uLK?_hGxM68Zdi8zW7`gm zhQwW0djI%`?p>Bpy3^j?`qrwIe~UEl|6|?xS8!?U{8!uZ{xog0&e?Ch|MdLjCpOCc zdbdX|d!e%5{l3_#yBEs+-c_rsRCs;jyS2*C9$u{bx$We$3ZcZPDX@0a7VibFch@mi zK+?b9GS|B&ruLQ0FJ1C`gYw<=R+H{qB`sYXzSQjaXO7ugnZa*3f|r`a=2q=Xx9PvJ za?*zrp5Q*N)uE7;(mO9r{1fT^sa^Ku{#PFVuT8vHa%6Vs?8lWYGec)TI?6FS6%^Ae zo7m%{6Fy95fV5b(4((Yby(4Jizs+4=>q{q-~Rej#x9$f_SNgX)uA)1KsG+y+{YtdmhvOi{n+-to@L7S*4~n_K6Gc5 z??;nEceH%NXD<`Wn^VlZTI&r*@#^rZ>w?e1KtAl5UwTA8BjVMGAG7wopL>0f5u(JK<{|k=qWlE-{t4qHoy58aT68(5vKlI4QEZ2K)vT~oN zHN~!78Jqg@@UjTOtZ-1vM|Fnf8@9Id2bL*=N;2h;^|vPe&#Y5>ZW4Q&Klb{T1>v^$ zu3Pek&Ru14XhXUG^}iQ-?72(lho1S$@wcGj?%WHfSDPLF@NY}t^?vi6QPMkKJ-w4s z{KM@qsLvkMvKQPl6{|D(QM7yAU!yokVgAeUZr0nhY5Ts}^^{iENzJQ&sr%*d+K3y= z7kWBpy%K-ZdyX&Kf90#sp@hj%WQ-51&3b)s7*#54e zZ0*Xj)R)c6Hv4Y04%vMxF#N^Sx9bv9uR~Jf-G%qQP8Cz*<2(ai(I+3ZmjBqMU!oD} zvyX*XwC_@qY!^h6?2^i5_BVcicU{3Oy2?~^ z6}%2k>=frN*$^jO8-07~y{nDCuI#co8v@ zrk^g`?YE&$3)CD9ywuM*xWSzMfDb#c~Nv!yS6F1IdQEiHO)YC

    iqRvZnP_b_ix;8UpDF21&OOKeNUtme-PmfoeOPQnw{nKF)iEu?$4TLaG0Cd zW~_K!vvjH56v!4pyFKzH-x<;^UWCMf+S@;T62N04ob%TtGz#ty*aR9nDnGMw_ZH^= z!OQi&YnHB*H2U}KH*dw?S)Zq`y7KIE?9amYa_@uACCkmKIuk1OSJ;rh-@Md#4s%vq z`q9LiXw6GsAN$6cxyAi@F5zc(d@|Eq$y1Q#a@J*@@O|-l*Bcv>K#hTQ3L$Z3=ft0t zRosof-t%10b8WoBjmM!=&o|rh<<1VW-q)fMa%8=46%&TnqaqEnV$9TTWm5?d?z8tu`+~&D?B` z&?#jP>R)}fFkdOxwpqROn|(%2^`28Z*Zqz$U9UcYk9W|y;3NIsHs zTDw%Xa;IWl=BXg(Tj!-N{adA&FYGM+*zm7q?j}pKmbJ~Emv1h+A@Iu3_g7VwwaJk; zQqwxCA*H8)meJc2r+GhiM@^HuRC{g0yKvsh*cte>O9({*(MdOS9o%Ea$L9{Mw*7hb3Yc zXzcXM>luu070X0rf0QjXKW-Cvcjlcdr?vR42%jI4xKXNz8%K5Kc7gv7r*|t+(?{ZCg?r@(g=}rcd`K%Sv(9%ia zO7E;Mf6g)9kAA!Ep&@jzRm$mU#wWWXpIW*2%O<<|k!1D3O& zi9L_L5nCP?We?8C+8k3CpFICYM}#FtOP|B%>J!$?y3h&crn7pSzw8h7Gdpg~QJusO z8%BOv8OeA*>g~G8|EEL3FkIl38+5$$$bHjz4Ub=;j$2mFI~fuD|Mt0*;{P3tvy;kK zm_j1p%b!*J_XFRo6JGPj<@mPPm$Bt5OnncpKc2A6~sN_i{m< z+1Ajj{8RTY{{7+4&%G&cer=Qw%8I`q_DE^fE&yh%I zXm7p*D(1okvaH@7IL#_)r+wl>qGMaU=##g4KT_^2pKoVbly0gD-XU6SqA76LB-|%%`wQfb+Rp0y1&*?uaIB@Ow z^=+>gzPuE%f9>;^T%XcxqaXACHD3T449o%#KAq>fQgtiv`j6f#@1&;fhxX6-vuvZE ztKQz2_i4hc>%MO5TjwoQnD&15m(O#yUH5gf{5@Z;?8YC9kh9r0*V>s{?0@j#$IZpp z_aBQ~_Un(^tvhB<&Q@(ZR`tuY5;VNF;%m;zuPNZjTIr;p*Kp8Y?F}TaIIj4bGk5x$ z^N$PTuI~#=&S3i!dG+DT(haXozCDgybL)QL?rNLuZ%@uUYVAKM_W69<+6M{8vU1KP zF8R!z`sy7w$TP{de`7-@pZ(}GIm#bVio8$Vy8B(h-YW1sgp||PbZgMK=H|8oQ49Ad z))^!@-`kR&y=D3Q$3~#svQ^zXeb-aabV6~nw&u;)?f(w{@dTFv&MUs<96v8*RCi4v zLUW4w5q`I9kL8)?&t>@UpYc7V_{X0_a070kjZW;{6%Vgn)ZhO4&HqqHp041X_V2H! z_xu9XU~}Y4O|<(`{R(-`R}i1cdfvl zbkI&3uyqyw_2y4fig)~Y(_ve4p=4Qf9B9&#{k!t5*m6ht72n^i_@46e{`@UB*bi1u z1MO|$zjf!_IgN{aQ!?DAYCz_LY8QB2SyFjm{pzyolFxsFr>(BD8-4x!-aqP1v%${I zkQ^iS=}nLKn*$AHM_j;J&2#}ItIczl{+&>E_vg~2dElAOuZ>a{{31?lhSa=Y9d|eG zHQsmmKZE5>ncohzi0Io;wD@l6g3aJbq}}tD9NH}WE*>#lFk^1vjDM%ErxgDQSirY= zv9UR%gv=_eb+g{^V5d+HsJfoZa^lE2(2#FXD8FykuCzC+)PCNdxzBdqYMXDqSD#!D z(%-xPe#!R=(=Asog#J8oc?R44e}_MxwYZiW+pGC>qgVdwTf5r!Se`j&afVMO%{}IR zy$QJ7H*2x-nVeSf;??xqrQhybL;PjhVs+-6=gEz)+t$hLekSwm#q=Y8*lH^7hJ|gt z`crGi`l9b8cSF}N-?XjtcG=$-{{#5?_typ4nBOvg{(p}Ay7KbrPq$m&*(_N1FYLp~ zXCF3BT)8X-*1PrlVS4!8uEXpx;IO~UKkZ+sa{b?Jf2-bn`tZ5h`cBiow;y-OpSygf zLT=CJCBcv1ui*2~lwrAP$0!nLQpKlIIw!M-Zth!(92;=PcL3j7h^A7&|=fS)@?N4R>)n-8# z?DMlXSWS) zy54(NbpDv|uUH?m1~+B2okBC01v^8sz^adZF3dgu z;(tNPW#<)|TbcFEkNETInk@OhLGkZJrJbH; zk_05<3Tch~3op)vZ)d}X?Z%J>z)g1kHW%S#ZCWw}7 z&-VSdV$=2GA(eq?%dV^UPG53zo^@X8Qq7GC&%${tgIDhjT>Y=a_NI(<5{sHii=Rv? zsHEK$$lkwq!*00`Zp=_S&t|<3&0MJXa&y}fe(6bdS0|Wnyd}NyRsHc9IeqhuzKB)9 z$GY`c=Nr8ftD3e@lA(D|tiXn=(1Gf6TYKo_S{F%GJwW9~1laa81_Ns(Irn`TqX*_uSUUzAL}Et^8H|HKjO*J#>}M+}y6W z3%suO?K*UGdD-<^R==sBINV(ousqBC-*UO#*O%=7ynd@~^sBG`w;x}v#{YFfT(Q`3 zL3zea)&ERQpO|j^uqM===O6cN#)|3jS#NDR=RDv1{dxNCwmq6x?`eeATbhHK08_L4 zr)ohajqcX-@D>J#eq?d#&GHYIe7iF6?cBp};#V*Kv3fy%|K6~fXX<8dl{LH8Q|WV$ zPfjlT{9*e(=i>4|_e(PKOIH4GnU&LbeEzFT^EA#w%8}ezi%S3V6wXWf*cnwOeSu+D zSB8IU=KHD7e3{)=GA_Q>@NqI5Prg-&fz_4!Z|!f&NF4x=6d#goSi1Ulk=zG&QD>9K z0gdmBSWFTYd_Te;(!m!Od5pKD|wz!viyJatQ@|0W42Y+kA8P>!L1wIlb&`$JPbYiWW?}w4`A1L4`XXpeI%BT5$J+orL;JZi|~T zyB)4Gq=H9_w0-yI%*whjk@+eJsU6khFy9SXM!Q2V!+bZtn_ZQx6-WapKtaQ0nZHsm zUw6K`kmp#eljIBGz6ekQewyQs%isol>VzD6Q8M_3^8#oJ8;RoLaRmPCKvf z>g%u+`}u!ARM;KAv`9lw_u?vp%zQNsOyZ_XymIpUxZgc!38;N?&u5A*rh zIP_$0fChkGvV*3%#D5!By*=^!;fEl5nRVYDzb#HSvAcACkL67nKLxd;bpi4xx9tHB zKExRBetj)o5i&Ka&9QZ2*^{SD721&+9)BYpU&V_)@eS|$rfIi8+kF)XK@(=~EaQ8V zvdZs1)cORT>J)7`b!y|!H41T2VqBMM!X`WmXT2!)MdmJ#`wPCkPvpZ%zvUvw^L z7Vto9O1zlFAFCEfVYA9v_qoQJ=g`LTs|731UR>c@AAL5Zcn$O3-L*@yCWFTz%^JUL z%Rl{p!Dr|&X$jvmjT>hn9k6irvw3~T@_zk{n|yX7U&*nj9&gpaB|$FR{}0FXxp{U- zS%9a=OBa0Bb$2X)49V=U%4jM!X}Vm$!Po4#)rFf=l||=(N3%uJXVyk0xYQm5Pm;;L zcylT+U=Fko%Qx$hOz)#F;(B14tW>?zXD7+7cw~~<6AG5HzC{&;rRYS?FcB!K!i9$BB*t6w*VPc}P# zo_msAPFHP0)}&>teQ%4^eJ|ME*1jAz6kI$RWLv7aCTMGlyo&kH=DlAJ?)IGh_-Erz z&spcpj@lWRXI_5rdfDyLZ>t?33HdeiWQZl`o=XXoy_klM{eE(ke1(iX$v$AHm zCpHT1%Y%%pu&1flUrLfaRTc#Dmz77^C-&;q&D$rN9k<%RIRhN{;N?zU|0>VLPpi1w z!QYxt^~vi!*TFAO{G)VSBK^5Qrz&!I`u|JFZ~ahp=~;zs<}*hp#T$F?f~Re_tbK4? zhx^LZ_^S_IGQ42EJlW*$@5y4n1FlU5oml(T@zP}b8`1K6=54W@r!ZsQ7R_&sFFj|i zGvgJzvGu@<>C@_<&Rhm@W);YpH>|GAnz!a`jq87%c_*I*utQp}uMS+gy6ob0?%l6> zUi)9%m>XVonH}5(uGN4h$qM@y#~gpnFH@WS*fG6WJD2M@19ZlAE&GfQNuA4l3&aw3 z-(UCT-HKq&%=UlFC1=}xPrlvzIO6)fU-i{COZR#1d|P}qH1>JD@h#i9aOe9^KPMaV z#?JlIWZZuI_VuDrU)z0gVcYZh7ZvedY)Q>+NsV=`T(JQ(;2j~Sr2}rPXl&pWsA+(V z7ssS|INzjW1pMl1zMEY>}R^v^S9QIDH~>OI@Zs*N;7+vX5_Ey zy?^{y?f(3DPo?c8v-$tq!zJ=UPk#L4^SZsR#`f5TR@3J;alFq(JxzI@i@Lq~&BMR` zOHK6E*eYA~?e_W=MZxz?U5aOIEu8gFzH*c0wD!9}ez4U|zpCO?rW}7G6?PUfP!ukw zWt#1n1r0&FjG)bCL6`r7hGy*oR-TN5t%*|o@3KXI`|Bsut1B;U%nkqb-}UAHoUU4d zIcboCq+T~aGs%8zl3g&%bmKJ89DB@)%a9Qx&Uq8QKV@SpHi8YNTb+$6m<26Q`Da~T z(|dW%!OUw{GOr!6v4gDK$hw?%;J(e94Xb%x3r8N(H!N6M-nt-cv)CG_Wx6h(>&qwX z|M&ZMAbaV}fYOto=E3Ykf$1-^F3W|lE#2LAwF1&=m-*7R%G>&r{nekUpP%0Rbbj$( ztM!-n+0LJRJuAiXy6^qo(BR*CKhAD{o1GLf_0rF!-?zT%df)o^eE!DL(5-*ZmtT7I zc6wg8V6I$RvdoJ5V@FepbNEXafSa@n`L5*s{Bx=Et07+r!|RV*Smv0_n)R*S>w?>i zPH1f=b#aeuS+ahuyZY?MiRtH^mxI?n&RS>owrT$Hx9ftr=Zk=APuY@H`fpGCpHu(4 z@{Im-+j;e&|EAB(@82)i9q@FO_5a10Z2P}_dG}Fo`LjQ1QT?^{-)@%w{_vy!q?P&o zYje~pPJpGC+OyPHpG-{rRrG@N$3X#U;@|2Mh3lKQ{-{AIxa z`Arhf{^xXk70gM8M0<9NS^Q>0r7Qo_EN{x#7p&j_^$c@ZL>HEw-g$`gUz-NAoyc*}){BGy0c$5N;J#bOpw)EtFosU(0 zQYI}{=h{HX&-#mf>EB&XUhjTay7onV@~>}SBD=3^g~rC0)^dC6zm;2mF8lVXtaJ0O z)ZRW2^oyNuS=Ra2*NSh4PXBcFRhYB!KG7o<{`=+LrW6-E;4PiU`*A5~$;RcY%VgKg z`}nl%?ys2w{^0ckzZ|D72d&V33|i{`rd_`0QvZ^(KYiThm?`)Pi!O&uQG~QFUF{ox z`Dsn*n|19h;_Bd37NQ$|eeNwk>reJCw|bRa=LxkBiG6N=W1nr@*3i)MuK|1IL~o}5k63i~v+rfT=f_je zZ25EVU#wp~YuRV}PdDzLedv{+XCi4n>p-vCBaQ!?HRp-1kOp^^Z*7tO zsC@L@uA@62fZZ6{vMbQ~Q<3W|e(g&&VH2N~i(br&@jo{E*ZRK6XE)kjnT<%);%myT z&z+z10g|X~ugq3^cxOW!@%clM!=TkJ3Ik0+n~5I;Nblk;WBI>LGPcR$>2#JnfR zTqee<-8ist=87F#l=oLl%sBq2z473&N9~Q3J@z~~9{GI6k~g2%|C8g{0rzoM z`~GGNGurIHd%1NUU&CX6)wD%Im;3(w`;q?gNBY|z&-?rS&tB|vEby0p%;d8le_YO- z4w>cOnz^d^edqfFFX~@c-IC$AFP+k9ARxK^RAao-M{I_w~D_}<*Q%E z``528x|}F~C;8a!ZL2R|2=SeI&UV3)FE!PD%jM5cFL9p!`rEgn4`+kak~RO%S~&Ua zM#VP|?M$Ez%5(oZU&V{9c`CChtzNq}@wXt?~ z=uIi>8%?q~ovy$8m+{X|GF~B@@-pjk+7WHn@7q3vI6h7A2BX){4DZzjiO8|mnL1T^ z{d~CbkowWt>N&mYIR}NeT@l`P;?|0!3U;fQD^tJ=D*5cMw&?s__R{b2W4+Sj z-+YC)xe5QOUvlzUMb1l}dg_>tPOpxZtn*C+EwXxdBgp&2rTkg%Ol;o; zmFL_SNyrvS;O5$}^s+?sDh9|VhGnaLcXM6O+ps(D50ezQG|7K=B<*GVth&o3%U>2w z-_`v4+4rc&-}gM7k<-UM{g*9#RO+)6yZ-&RxmR~gf$Za|-x=~@l&(>S1 z&pv!-|Fj#c+kHRY2zq<$($!_0^XC42$`avx`Jbl$IGk=f@khp>2p^EQc~PqVP&(8?Zuzs`E9G0t^a?nKKCx#YuSvdz^}_*83!lkSR0A5&OFo{ z629{F#-;3Ro3}~l?gr`F@GE)3pUYwSs)yITJs)3M_BhDs=#}nO=ArXvay8$cxKiUp zNJxqnNKib~eC4ZyOH;g7Y<$t=^>g{+xTd2JJErS@@y03jqqp+5y!E^4 zyh`!qC+?riZQscjU&{XdIehNj9aDS_zd|)VD9h2}GHVsw=M~GZml`~AljgE_A+}4R zf>Uj^gP)XL;{K1W;|4^>)JBjsmv*i6cnt}+S1+m?4OU!VGCA(Y{Qa-q>|2`AwNgAZ zf0doF=&^0i!GQ*IR$K^KlA$Hk@MTf1`K_|$uN1F7U|a9_$bYpmt6x=a{l8V4rKfMw zToxCycjd1$A(lHz+x#anOpHv9UkC+D8N;=c;2 zOX3cnpQ>k}$Q&;gp}*5s&6+xM*Ts3|tK@=u1M7Jw)my!4efH+ozdxbs<#~%r;0|Ql zzBt(P!pbEtLKc;13ATM%^vdn(+*Rx`Q{%tP)izVRyt?D&`CpKL@Ph~4jj|FgPOH}P z16rlF+ot$!gr$TJySBLf%Utd~_2$;UKUbg2i}6|xPd)|KR#RE#9&*2|RcgCqOJ3L3 zyBW9Vu4)fyzPh^k$^30U7JgrH{oC{PR=bNe=O(>!y*hiy5+pIa+OsV9(;+dN_wSd4|ARPg9+Klega}n| z@w3M)U6-EPwR{FFyqisDfAVMl>(~(sw&>i_8l>QU9PIf))8XKmY%+He#qVxRl#3pt~A&I)}~k+zjPh@biLQfu&^-rF-iOXmZ-!c zNWQqUbLJy>>XW#`=bzfRyx{xt&{tIjnIA)zRdlVi4&`5IwOX*vK%^!RS~%pzbRl9l z$J%Bp>%2p?6T?7-!|7i}jy}@hm@0LvHxX#Ncq7Pas^;8NQ&7_ox7Acph@fgHC?Oes zovzbmMuA9GmO2Ec#kO14tyiJG4kS{NG)8cEOWO{9B2Q2l3^5wl02o>zm z(sl{eSd{e2dsSA!Oi;nS>hq7ikD2w>yp8N$tSysO!krr8^LGg>6J2~O5h~cTO2aKw zV=+imRf*=}q*sce<~I(yNd!fO)Xp(@ad2tRssJ~*Z<=o#u2PZ+4TK0z5Bd5a$PHWs zXYbO{Kg0HSo3>0=_NZ%ff&{*_kCyA7YTS}va+$K5U$>$Pge zFVCyc8fEeAiK~=6LIanq3J40-Sef+7t@_@|Di2e>QMK|M_OwpYT9y}db+NbS)PP`#JG&ok5^qkdz9bJWe9ARf!js#@w;rK_ zOSl$-N;%`;pwJ9e(O_`lv+CI|=DKT5U;ebnU3m}`5UQ~PuIJ!ehfu)5W>eki4`j zuf+AP;JkC2ykh;&@Pq`GF1CFiV!K3Yve%4<{?esRk2GbgN+efIS|u0DwhCHS?b;_D ztM4Z6IQ7ccy{8?fhI~D8#z7QR?5q!9iO4sTU~&(-RN3>Q*tczHsW*dmMrsXufw}bom}Fy#F%v)vs%*bGlZ|4*B}R$WJwt zSIh2!|87?Pe2b;dNcMwkemC>-#oGOQoC8!#Yu|6`(pm*As}}#t_^HTyO(!c>!s5yc zqX5^dh#LIvrQSTj#h^I-buV>+*Q%dvGer7EWVJLt~~3Q zLfb+^JVhmqb9Z0d1}d)E)|WN5*vqcfYMa7mx~mO6&7I;1NEKOO1WHw^p{1{lAc64X zR=Y_`GwUt&FALbFH)%OLiUvbVMV>tNRXq%$ZjD;b73cC-zKWjSq;(D4l*uqno>p(= z#=GhU|8G!BVHe0uXd~-I*@9CX0j(R#K&1lLDxOAPNGVrZwREpZioHb4sg*oWL)wb8 zU~M0XJAJ{D2UmVDxD@(IE75F9upun%G_NXYwV%8AR-m8Nmlr{PN0C}Scl&}R8B2N| zfeqTX0$lVw4RPw_{66n*gZCM0~2N^Is(w+1bnj!dX`v{x*81!`!Xd*#2|ZIaF%w+B<$ zYLhKD_>t+I_DIq#01rIcNbkN^>PlHzs5iFLbJE!)P-{pRl~Zs7E?v%aBaU9 zy>uPh^p*N6R~<}+xNYU;`wtG~T$2B<^E6~y5o*yh=M+1rjJ)lqp*)uorcec0l zr;ZFih&@Z;_K31=e;g7vuW`A>)TOMUKDC~q{CZDAd~BDz5{oTT)<5(7;EN!?RL$im zHN)|hYaWDz6>52VT*+Ux4^#mcX)Tir+UojtgD&sM6|&nFvYYOh5*&#ZXspW*J=P9i z`TF3}Ij1gFX@OhkSy$x*q7J?J_nyej}pu(2*bv}tqbt1hRgQ!AkjvJ0E}e?6XG zaASu>=m{MeKVE&-&}mJG1b2@wB$9E}8m7=`VIh%Gfk&_Oe%llLwP9ZDwqNf=vzfgQ z^(y(jyl~jt6FG(|tbaJat zvbw91z)kx0khzOa$R}_ZuBZ;TDkza{4Mk}pBuo|Fa7r`cDTm1~-O$qan?Oza%iG#R z)|UVJy{@1l`|3~COAFhlKhkn9L=*}6?W^b9DUEpu76dnx^5eQzr<@Ob+wz}r|LJO; zJHb|8J_N-f=hb_C;g-8T{?IC|{SK0V2KL&kudQ1TKkIp4y}abb!=*<~1t!6B>fzgh z+UgxsgCT<8KIFrtN4&nt%vpB!(8TU2rYf&?xwx)1NR5QUw-vS3Cy3^~+~O5`f3HX+ zv=CYFe3tpk-QfzWgG%=9T72SEV9HaCP4M`6_;$in;S;AcA%fnkswz5nU7p9k^46p; z(d*yb{Usq%ST-fn@)WW~k8c}ltIrUfbUXA_RoSvLT`OmYe0}RZbLtz*G~YR`hky3S zTlyEQc)0Y!slW^*4>@Y9FPIt(5rlf^g4Z{hw+|j_*Mo=qSSKFzQtj20opbhM%&p3rxhOxe4ocs z1di7mT}YjiJ+j+AF-1RI*R}e})glM~jZ>GWhJpJ+ruw`7g~okL`tsbtf92HWS55_I z!NYFx?Lck)6;s2noSIy;?QN?gjw>tQc!a6T8ok#K$=A5 z-fi}ZJ%4seRHf5Avs-1$bNN@^61cL^<ruST6oD_VV(7qb?c|D zsLDgr>ViQd5qq{==vvtxvRMAf*+U7oVVZM5tvMs)(0fsK<`j2Y>+f=KYi{P$<)u(R zMfIvYZB_kx^5GOd+g&1&m0fG#_LNwsJY~K0kt?#YsjtpEv|le)=)|peTiz;$zTWh2 zhJN+-%!BjGyt?J$F_NDC3{kZOtFL^$>&?B^Mt4gRxWGU8$mj|GjtwGL<$i&jr=;ya z5te0F$=to5xLRSt)bJBp0VzkXfYRQoi>a>|ZP^zKYyaGxbL7^aV5=)1*wAy+YJ~}+ za&CLPV)^x5!y1*euYp6)YC8L2?FG}q)wAYaXqSrXTEpZT<^$_{?vdTZ#T5ClOlkF% zuOBXXX@eTw<@&B+o6_HZDLZ>;;@;r&CEi#vF375P7Mr|cmx3&Ubn)1~ykXZCXw~VB>w}VB#(C>d{ueh_w)}Ut$}!y4VH=Pps?%#%Ym;UtO>IuBs~0+&szlc0*0H#QL%qR!g1v^-(Oc+_Nz`EO3LYkA2w6)elo& zb+4Koa`l7J*M@n{mrj3rST1?T`yZ%)n1~T@TxqS+3hO~d(FvrYs4H%vg3PtFn8p%N z7Cf~^DHS<6Z0>4`bUnI8DbaoZ(pB%{POXW6gm>lNy&e`tA&oS?7;S&Au-D*lFY^vMqZO1Us<{~{nt1Y$uUV83_M>cvSFC-t=H{*~=ODeXWvtUx z>JPL=W?wAw>JC5bjcJv^>J>A<_Uo_83%UwPb}RT5!l8B-FffiRm>wAgSSH3b_j?!M17jk#$ zD)t@We~lvKHDt~$?U7zM??R_kyw^G<)o@t0EvgB2UpGm?W=BZ!)Lp0M&HOcKl~g>a zozG}H+qK#AWkij~j#F=@$eAAK+=Ob|8!gVVR(-+MSFZBT(bx@7f43LRKX7T{q@#=N z{W32;_I?<;=mR{ej%{xa_dKwA$%D{Etl>VjfuNpcJlFb^^O~&3%(>+ZSB_;pHB^X3_EM7e6ljqZL>O zFCre_{WD4PLSR`cK0<4OaB70`-!XIquwS^5dw;S0){ustV2hNHN8ee|-I< z2jQL{SG)WSRhshB^>$v!-OTgtA-ARcZTIa^+`Vq4w@892*9IZh2w3nL?2|p<#q>pm zb%PM2=l-Ru^5eNSK$AHuug25&MP@o#zc;xshAm>~Myd+Ix)L6WUkZKo>)%oa?ZAek zS3nK%%Zs)rOb~yzM>-`O!=^nTn-Wx6LDqLBEE9+J`(E7SIrXYVdG{l>?I3@CLXM;# zWq-6d>slT6K>`6Z7nJ1(Z(i`~>puqCc=m3hm2(_ajv7kCtZL zRL%XTwtVVZ2_9)+wEgY)wyi{G8_%>?>8I8kJq<@{tuTVMaD~5H6Lg)~=Q_6$q!YIw z-8^EozU)oQz57#^{m}{rnFw!weS8bHMjIjsDvG}T2&z-9{ucR|_vh{$pNe~@HFc|M zH1{DzQBQvR`b`JID?GkxmD=tTiBFBHJqoTlul{l?aP135GKf=t=$l+aX?EX0oJrmUw`dL?Sc132eTMrHTG*wiANgg zJhuIDxa$XPo9h)*cg2m0+sv1ys zRtvS=Hzoe$yvq+tj9#ATK3KYb`IZ+Sm;PB5fLb~z{SbY3Yda`o++8*oGC9Hi1s~fE ze7m)#b8^&x}XCuKgw8EpJ@Ie0x?Q8v~>Y^q&TZ* zmjgSG-9t&C1yKJ-%P7DPHvGdM@1q;Bn%LmrPFAzD-zlw#>kuyWNy~UQRW* z6}q15DZIW&s=57d<$tyxulIjZ?qT8Pu{fgeSmbPU{+_Sro-$i+cdN~CI6cWJ$ouEP z7U#eIa`#Wi{Co20=+oJ!&xagiH2>Sc{bjM)<=Bf0-RFd+7FIG>8a(33Nql~B#i{Zw zPZA2RSsgT%C}7*}Aje~II67wE&Obh>G6lE!cT8pOo4_qwbwKhNljQTldsWZZ@=tgj zuqs^h5A(gHto)Cy51L36w(Z{W=j7Aw)8^CXuk2BN_e-$6=!jtTLg#)9=6D5uw>b;- z_2dq=7|R`d>aQ0Mb>N2!{5y0S4)K4`wqRpE7p7KJ`S{bh zr_B0x8C6VT>3ggkC3LIyNXj!;8r*v%{%2L@V(nuUwjVB~$DR}9|FyTYeA|&nAJXkl zJwKe}6<^Y=DENCqhmnfF(#B)~A(y&BsA2n-!KNr!>0z*>ZGS_H z%bz%pBl&GEeFng&hcJR@pe{5}HvO+wE z8f`c_znq=mai1GZ*>iW^X?K~X*tmyJ)=EWULew_DTHDren*dIQc9+r!Hvk7ISKUi$LwxUzUOugT2lDm#))WwC#ZC5Wt13qPXf%<(BI69`hGV|CHJp8A{5}`F`(_q}ld&_N_MAQ0wnuyV) zJgd?#k`Zi*$(1Jx3N-5vu3!4&(H!2jN;j@_D!iI8kvHb7La^r1TT+Za684t<*V`Es zEs?+Z^y!RQ6M3C_c5X2!+vk^|=ij_+`Fyua{!cu$tx7IzaAw}Ir?B$*C&o>e(_skC6IWF15?^ij0xHchE%nuc?0L z*T~@IOP4-V-{JK2;@|6)*JlS5J6<>YH}~0rW$Y{5m_lk2*1fo(c$iUZviSsd#lwuN z-t4(&AT^Jpd+p4|HuXbB9g^ph+dc>XA%C5L-ZXjN?vi^im^Ro60ZcY(3r=t%VdNf8>D&_C} zc+EP$wjpP;UL<?PN)Bk&BC(+ngf~E3Wy&x_^$Q=9LoVnX|5~+Pp^Zsd;H$Pid29 z>7kS7++>X%Qj=>lwH7}6_0{ym)ff+U-Ul~>^0!VZTJztm?dbvAWu`)xrFt`YwJTXF zKNKXn_CpG^a=G)Le=vCOJ^68+#X%zuslH6!<6Az7*C=N^;%`>_XOi)#o_m(u6DiK3 zkL%aGxZrsBl}6?3-tG5x)+9Xl6HjhDdaOrZUOj@%@v!5%hYHsjDof8vJ`eKETD<;c z@3Ha=2g0jYu0Ox?$CIm^$G;z#AH448rANtM*#7qKTOf2;=#{8w^rFJMWoi=0h^VnU+m{Fr+VaxFaR2RD8GRb}as$-?c&diWK~ zX@xWkZnHV8(h0jw|9|yfalZN2f}V<+!%P2c<4a!=?0)j}qQ2@qQ)>$iuO6TGS#wD$ z=MMIBi=|p7d7fyJ@E~a{QatsvO)QdYX%GE?aa{Rs5c>$DYnT&3?jgRqK?B z(yzy^bsQ@a$g$+uCc|=C{)1i0f&Y3b2maZmEI7E`c^Uh`u%?7R;qez2I=3|^sO9hZ zJa@aD!?rN_N`A3?qcl*-XL#6i!&8+TN|ke;%=w?>_N($zjkdl2EcvJN)z3mKW;#-~EwmCs9UxELbY&N;zv4y?v(has+kE(&*0LN7Yfd=rxZ$b7jIH-}?D>3-f5Ket=G2HoLQR3v9*O!^ zX%?VpjAl6a^<~8I<9gjIZ?gF@PyclLiBHysO;fCvRjj+b_K)fMxI>esO_>`lRA*UV z@_(ai!QcDeyj~uvnf20g!&Dgw}Mt!RXjPWY{!oO?c$R)kztPRYn%znH#_%f^F5O+EY;+{_Aj!pQTO

    GHpCF}8oc@HIKoRofF^ZZle-0Rh; z2Io0=V&p&Xk~vhwlVi!YO@=x8zyTB2y;JIEE&A6j`SQ8ux5ewzrzJU`*&)YlZS%?H zXwPGb8-+Y);C_@guua_PChJzxmJG0YX1*kB~#nW_`2rU-D>%#>zVVKc^CfMJ!Qk0_}MY%8|OYb5HWR2Q?h_@ zjW!cFq2l z*5T=c9?xbOi9dQrXS}wKti5ccsMuXKWq-BCPyj6DGas${iI`s#Br%!hF`TguB%fIdC)%MJLZ#TP& z=Zy;6vF%qyWtuD7k|Fu~G<%txo3s*#_uuv-y-)l%@FcY*Cmc82!2HJQwB`S!JW~WN z&-r=n@8vl^1OH{7>oL5XoS<%K;CC0Cwt3EgD$z3qJUZ6?g;UOZ@Z_-VeqzzrD0}=s zUvdJw>b{k|J(;B;s_EVQ{obY~+3Xd1BcPn^~C)p6&QiR<^i*ogFLpxBnXTzKO|uC-;1{ z+bOZUn?J_CX|Bq_9m03H`VL<1%xymP6q@|m+f5snE@O$Q#K!Kg({->vad>C&$O9H{7s0=r%_+Kb3!3qDFL5?{uLLzi%!6V=5o%RA|b( z&hh2vJ?~C^)wtm)(&H)x3h52Po8cAP!M=NQH*sj&N4$Cuu>xGoh2C%R&PmSNU#1qY z+FJi=Q~J5>pFW@YdGX(-8#nA^u5RBcRq%P{vgHT;E+s6_-0;|B#!3A*@$S6K5Bk_S ztn)A6ZEigr_0<7f%knkLwjbo{D!U#2WLvGX$y;loX_w!q6+b%yi?{Wfv$@jaLPbP;N)LS+FeS7(2vgk+i`F{JBAB?+{U^B6t z^|(Ts1#j9~bG`R5b`E@r6WC6#?tT?8U0A1i!b5`_#S(7>_uX25b<5JJ6|-1R`|4j+ z`0?nrWuV%2-pe09A7A??SN)pR^&h{gp0!VX@?iV9?RVvCYu$8HXYRNDDaTgL*<8rI zR8-a~jbnW+yzT5OCGwiHo0m25I_EUU3k6bdEP1ExfAIHu?w9kQdg~3DLyzYhEpy-c z9}6#n!6J+sv`x`zFI)-PdgU=t0o) z>9dNiTv6jO+r#ub>D8Z2M?`WAazF0tlYF_pe_vM5vf8y@(gN1D|Gl1hX4}?(rX7zj ztyexU;bq~5=@t^=(%`0E;Rbbw^2cjIwcXCSW%d_<=V#y=L>Uq_qG(MM_ZMmv)Y-xZ|UU&U#`wcB&)#Ak`P5Jgz z<=Cupt(85!?q1$PRR^{6iQYI)|FF9tWfC3;dDL7AdJ;*BK_q-wROu{e2nTS!nrQ>uW`9MH~T ziSzO?pk~i>*6KL1GfzNGCQF{MU#C}hTk^~K$*@-UHQBl!lsi>+|CupE)BUH$m;Tw! zXEgfzwq_ao!MLV`n%LNb3&W39f;96!aXe8VpkuAiXaB73!BzFp?=_I3q}s2^cFJ45 zmHXI^PdXJ;bmZ=B{io|+dTN=PXYM>7?l`wk>c+c9HHZFx%%52}4yk?7vG5RkW6I6f z^6cNUPuwZCmkmI@iK4kbz8?0BoBO%h)`r>rVB_Kk2LcNiw!D7zc-f9w5vG2|H#990 z9_HQd+%@G}!LKUc@IYo>r?Zn|@@C($*zIDo>1$w}a7?ws)tj1AEw6Iha`H`LVfSrf zcHFz)@mfefIO0yTm*u&K_(!~Ic(}G46s9t)?0rql6YfS_?%i-D|&bzkGF*h0hN- z7A354iUdVa@q+`F2H;ku`qyW_8pE%1tl^V9*U0?*Kx1*jPv(2ijUUv{Kkv}I{U^`A z#`n*SAy!XcD=KT1#j&;))~}q;9=W05ijLFz+k7%C?0ikk><1YSyt`e(=JED-30uI2 z+a+u#zI?wla~?DM$;LwalcF-e_G*4u^x!~uQ{?Npr`gNqT}_LXulV})zMJsg1C9j` z6f6n^WEx)Y^G(0Y+rK4PvcHN7ppAk zHHgYuDOo&C{lxZ3LCNCj)Vaqm9#={Hd8^#Ho#ptR#^iek4D%O!-LY#K*Ps0InT-E$ z-<99+KR@hvi`-|n&dTOvdm0;V-H)kjw3*>*@htTdV^P>~q1p#mmzr2an-!drws^`r z=M&q4J@3ESGw-k5{$KLf{kQdO|K7i=7pp!Zt@_B7Wml84y7olnICu-`F~bc`@90&F zlhuljNn1Ydo%8XS{IuW4=1=_%rvFF0lde7?t@`BX+XZ1IFJ?S^y3gkxxCq;`>2m~I z`!w$EXrp~y^D-_P9#+hMG9mn5)AyybAJqTOVETXCUHIGov+lufB=e{Ai1Yu6y|^&B z&G_C4NqunY*?#zQ$%&5D+H#%;Ij1?EC;(f3pu&5l;AJhbpw%0$tj<0tf7{~Pl8VgJ zE@F3D9)$gq(*8PCW9QMU%i|9||FHP))p^C$wyXKKJ~(M}+4-J^qQ2O!^$#R$W?MW- z{dCOw{?3|&=XF~|TqEWL9`B!%anbRxX8w~Y=1yDn?=n0Isyk6%Vk`Qi^55r-|2qE< z&Uh)9Kcz!lekQ13`;c}2gdo(F%lGj~7MA*nmd{I&Y~e}YGtoHiCv)9Z^~qmzCB4p_ zdwx*sesT^!wDZ!nl2?I$3(2!ujXKSd7k~uDh?S{mSYFNMZPn*cjwgRoN#kz z`03B~2OjwxnEAq`yHAp@QMvs5YU!DZ<#?H)VwQmyBkAKTy#$c=vhBBIj0~$?-Aw9Ih!Ie!^_+ zpSHnv?}jV0s~sAJmmla1esDyyfQc)o#%rJAlpB6=m)85fSYO=sdFj7x0r%&#OGx}F zb<2|8Wj5oo*6J_qo*%Aru3YB5Zr}0i)7ShGne)te@&Y2G3AV9VRZjUVql z{kD`b{MMaQ@1qUfYhTsQouB=I<)Zud_{AI3!g(2&{dzN7Zr-FSzBwxFes1i%&ky+2 zfkvAJOy)43K36QWCQfMDtQtP8RYL3sJDVRIaoq5SHD9RD`{#1bUfr#eT=j+Z ztdSbeEIAf+&Zdv^YgvycEPJSc=mLr)ey9+dQofOS)pQFEKN%KvK2TrZ?ZOUuw%*^F z7k2y?GqL6Lo5b=sbuDOIsJk{2HZF9If5p5F5#a^jFAD24FLms3n}RB-$r_UdA-`oeur9ZYZQNnQ`IIkjKp{`-kJ3({`a>B z`!`KiIk@9lHE1ltuW9Cvzb4@c4-QVxO^@E%zvTx7b%A0mN zB&4oX^M6oMZ_|ruWp5^Z{b5wHnoZ3rIXf#T$vgPNpF8e9n>%kV4-=V~%<*}~OV5Hy zDiWR-Kt=x?7Ii;R{R0}6vEyI0uH~qH<%UR)M<8F!vEcFxh|}JD%kj(sJwc<@S7Z2p z&rjX@--+$QMvv3aJqy5Y{h?Xn+Ri7*lnojgihdtscjf5xgYCJAEA#!DMe{osKR6Ot z@JPc#@n)^K(aUzl=H9?z!4b-$V4=6~$TrV?D-Q+~WN-2|ulSuPEyeQw?4w)r_FSu&I>+wR|GWIR zSE?WMoRsjVWBVd!c3$;^os%K$=W|)JzwqzbmGi;+KDY@kG{=H-n*9Pc-;ZBqm;Q5K zb+hM}O36yLV>PJ?DJu1D;q;WH;cIOAFHOeNx9Lsj&4^JPzbR`@ry zME{IAl|Og=X16sP<7T(6iQjrLzCK~L`K#B(>+=17U1X^fuE}7Gx#j1n=9|5)h`(ub z%E}o6Ye3_%uN#dWcS=t$*OOOxe({m&!wlD{%@ZEVSQPWkv1C6d^7>VdTJW0H>5^~$ z$C^!+oIWqjc<1s1kwFP}9%Zt&vsF25vr4jHO`H2Z#%{ysNA8Ns0_%NG{PElJV!}fa zi(;-hmP=)i@Z>yF*ev`v*7`q-vHh2$Z#|@Sefgyz$X#6*QsjN_}m&vw!ftR=5*x7y{(kY?m4=4>(SQ9eX{@ksnpYYR~CNyz#ZeV_YlwD6DIuTMkL`-DC% zGJ59z^Y!G^ji%|pv~th?{WuX+ke-{w^!U%drsNMLk387jA z!N<({`)b=RIvzGGcqU;{%%f9(KtJ8t+om|~Qjok#^9;s%*>hHBugqM`m#f!2lTE88 zd)u4aW(U1}H-26q!SrX_xpTQMLr$NX{QdKUmzD+7G(`D%;y~@va2DfA=1Ku0P!V_A zjngWPh5g(siB53a4ix!1^^SAd=kTXR25F^A>U?D1eR8R+T;%c@znb2$yH_>Vd#e7f zig$^R(){>(_s+3knu5gjS8HEfFg)y7@JwL_XxOLpW2(vd z6RRE?Sj^Wf7Mf$pd2S9%`icWfC66!tGo$duf{AtVw+_8qdLt+Iwwm{Go|yAVJ*9<( z3q_}t&-XD*tKyrZ%6@JZbNZpA`eb&iv>)I0ulWpW*SGy3){&pJ{ijbgR6vMR5*{Z|LfutHT40N@saMlllkA+ zOam1ug}i{AoZ?byke^P!6M=Ta#XsW;Pqe3eiA@R#8YFVpc~I^1T@lL}bRFaC2*cN=TL*`}g5 z%@WDWmLGJzln~>#d6DyR9(%4nSdZu3S%sy7Vz;v-O3xHX#aQs_&0!N?@lp5N>l<0m z*Q^$9Z!>w3UoCO%bl+QtIS2DH64t+Ttu<(U@S6L2(iP8r{aF|IQa75-3V6PML&@y@ zNoT(3?C=olx%?YcZnIq9R{^VlzMhjk($jG8Aa7W(7+*7Y`@z=3512N5dwZBO;qC2q z;dc^$zCC2IW~=}H@XF-}N|^@#X0HQPVVU6E=6E=B!yB8U2fL;!Wfn-Rxdn2gUo-de zgRC!Buhrjn@OarHzcX34=Xjg0*jcn9-|XhIO58|Q~m8b zN2dHr63bEKUoOWc&e=Rs2AsA)!3s`W6J9e%ZceByJ@`<~8a!AXS@2M22Se4`_Se#8$nR32l&r5Dh6TDZ^KbcLr| z+@9>;=36%3VwdFI@L=2Yzt`p5ckXkF-g{+#0_R7I#6uHa1{O4~it26Rc0cHJO;oV; zz@6UHpz+Y|!`=T6tj=!tem&u#%8mk|7z<9lhOGPcGZ(1*csrTXyYIg3%me?=st5Zw zaUTfrZQ@pkB{ZWsET_)}OUN`S>TKI_Flp)`&jN@E4Of;uiRCPnJE6Gapi}*a+W|4v z^Oi*jKWCl(z zndchP<;J3=MR>kCB z69iSRK9JMZwkkOhz@zij@k9WR&r{|nQ%XcFV`5iNyQ=7{`60ei%4iDHVg8Ew=MtLB zU-JCAzts5D|FtE@bhhzJYCF3HCKSAwu+Z8$09+VOVRC++7*MLJ%ez<0f>}(~cnXtu zrGT+R?ENLiFY2eCTkt>DYVn`@-sxu^{hCo|lqSN;*4`%>CFt{%_le_~04|=n&r?N= zo0yijY%NreU^8^q+%SdRu-W>@rxLfHU^8Z)OK8qtZoH3QO1~Lw`GSQa5vQ8dg_j-( zv2*ZywO|4No?Q_Ir5`z`Ii3mN(0S^3=745y{$)uG&bry>7%taNKbPS8q5Sg93++A= z6c;NPSd^T&Q2by8bmCT4=i~G~nJ?axOL&ypj1n~YmDnb}+a1aF{dcYT>4eJnw!m?rl|Znb>c+OAf2BF^Pb~cZah6=>Yw=^HW#+ zcVe4icy@#Q({`R}yR%R1Qa15OvNkStUfbEsS90P)QGym|$TDyK$C48#nx9-T+5#F{ zUC0x0s(AwAGpX3#+f@rqr)#?9N3_&MU+&#DVV90&uh~?${r#FMn|0O}Sy=A*KmXuY zoqbC~P4%L`9yArU-nCc_1`t~qGGZIquCsW z)AAoqPcO4t8+&WzwTq8dE%5#s{ciT;Y*FE_Gn={3ziYH#zD>VwWoK@H`yabo_suS8 z+vyk{OO1S{cv(0>nbY81^R6c6=SFS93D>H?Yek+&u&?*|@%hWM1DA|AB>ftA)eo?} zDoKC&Z2tttq%)tNMw>qP`DyW=%Qce8%iIsRDJ3ix-0+a&#s#N@TUC$Of>x+h{(aiK zU}Eb5$9z5=-R1=kIc^lN=ruSzF+-_sIw&n1=sHZP%(yCZ;RG5zW>W70yJUDI$bnFJNA}IRXe(7e< zo?Rkyqw*DWn`a&G5gKL8pp zY2jf%!1iI?Jr9?tTQmEtn9b%eNJD(t@lNOQA90fh>pyP#@vGv~#vLXK2Od0^{Ji*& zDPQwi{XZMus!Uquy)}EucSB`P13LzglNN&F)yH@agYi!WOSQd*1~IW-pxBXY;c-9E zrkudsvCU2<*UR*#Pw6(zI)jTR*!H#gd|JpdJ*h0Bpjx|r_0zvmtoOF*oTi{hYW$)fSSG746 zx5`Q{SHE}d$liVl&W6Ij54rjddJBUBsN%WxbpAIsJ^OsQyrUymWGnEfA7}$5!wrm! zet$d3@^8Dpn!>L9`92Ok`+ujr;@mKiYU$hLHCJ1_mG{cjUrO`m1BrFX+sHKmN@oZl9|-OM7byo~*T z8&g8e+3ky*-Jy}@!oz-GQ}NzyADDH{tz@qC-}0gZ9OIzgs%+8i^_N@97^)6lJv;r| zc4zLa3p=*?Bpr-uj{cdgCVb~opXG^-xoV4(*|sl_$SMkrS;>DO-sV zyB9eh?NOcZ?dVfTjTw94_lt+;yP4;tTQY8&!w~J)pet~F+cHxfHEa1>;mo2&5AuzD zwAA!<3yj|J)V}@~Y`t@LYxiHT%+M1F|GhJ%AMW@i(Y?{fKJB&~L$s&INBLUU_C5)| z23=6_?yPB$nH#r&H+;Hyjl1PRqYj9~C-yz_Q!f0^o5cA4w&yXWgn!ReE`N^K{;4n4 zy%yAu@@~*o+yUuFEe}*vUcYW%`|DP=X^-Pie_a3c$91Ojy1CB{!*BIvm^}zu;Qc$h z>){$>(+f#+li4Qogz+q&la0*0`_rC$o>XIKw{@3}tWm{;7?YE?!kA(v&6VQ`*I(Q(*;)T__D@jDLFRu{ zU;Ru_52o_RF_ratBFpW4qWbD}kME!MI9|F=!YG1K$H}e!4BP+T6FC3trd0jPR{iT5 zwFOiHEZ@K8>oHJAf5YcCuhKIeiy!+OIiCTlOb>&6f1T;yTK<{8JT|S{Qfu;6P2k1) zb+fiUmq=QX`Rc_~PIDQ((oJ8z^L9?!p7mJZX?#}6)L(95w>y`9p78SH`l&yzXZ^|M zJn;AIQ}OBGHAo-Vzp;r}qxqAedo_RM)dZM&kma^K(IKfQy`*ROrD zUt*@Vg~|V|bN(AuJ_dJAmFu)|)5+ojVuKq3m&-H&L|8KQ_yg%c=+W)P# z|F=&1|HyrYsH|0z#eeXicap{bsdL*89$R-Qsr%NFZyj1T^I&zE;^m%y zCtB{Fj&!R}+0;>gRLA(Q!ON;YuT|ua)@}$dc;VT0QvXeSE6?Qedp{XBZFZa=p{2X9 z_HnS{V~hW#bN*YMtC#(7^U-awwR%ryRYmC(?Voc0>dO;5%|uf!@2guq!?9l5eSL41 z-s93wpI^L=bh`b0@i`y6e z$-}Q#Zk$z{Arr&-*>&?f8Xc$<3HCk-}&`zr^?^=^SvL`|BgAttGVxI%qx)g>zV&vTl_C& zxrpcvm3=v+qGR^UapKg+AVXhU{GYo2!Sv``Y0gKl8J1pCp0j((emm2m+cVGYmP&dx zV`cR3=)BxXxmOomQ!K6c^0h{G+v7za&(2R<{!Zfh=Xmv>`j5bKy3hzu14p<)l>z6j zY@WKi))yBgw=pLiXWY-J39e=PJ%u4+o=Wu8kvqrcDhwO+mH zpL_4NCgTH(|8%dv8FZWN(d%NbS9U(h7rwCE@MP*Sy{c`&#%bWVM_&)LPUye9RZO(uGsO6xi#EbY-k7_s; z%63FYKQ!y;-?t#Luh;Ria)P>`!MbS?7Z*0SDJQrqyo0P7`}$1kNRN&XpGP2gWr%RX zan23Qi)Qcj+^9RRY_hxXn~M{o9;SaZ6-$b{q`=C?k~29oz4ZEuOmD@~BM#rw3can* zFRh(vQs~uC>))_f<$#}X!g=n7nSYof-Fd*XFw;{R8lGOgT3;e-IFC8uJmZGv3^$Yu z&YE4bRJbO-V2#Vp+V}0`j(;Yb)nr@|A?l1ncZ{Pl@m*TcM z>19^AP5x-h@J)yzS@3NapRAD#Lv?;(pz;6TW={PVv-#ET3n%Dv8iaAI0S&WkZ%FtA4TIW5gR>_VzmvIlQ$2#s@G#ho zt0zTIS{Qd~zsmh{pI2oTL?v-H=Q=Mq7`|`X+Spqzi&q?4{CBg6bn>$F193(PH4N(> zTzG$To-usM&AU4ZSC?$KVaE7+!9#%?#T;)eS-vsE?&pii+I{RwFr?ybr71TC#kT0n0nwieX+VyZG(2ZDDThJXgN_+V(%+T4?vjX$!Iy z4!nQWot!1S?(^55=0D6<>Mf6RiM$mSuQ*|?Snc_Sy(tHN9Emw-I3vx18D2W+^?s7v z=wA@BTV_6Za_Yc5;{^FSi?c2Ae#S5A&Ce!G{Aj*>rW|8+XG5Xj8Bj&GhXXQ{2g)t? zMcECN1quSv=gv=%Ji_CCV4iXU{{>Um_g&FzvaKCl?j(E*;(b+;l9cybZI{I11YwR3 z*Y8wiR_i{i;;w9NP3?cTU+}@Jvu{h+MW=TfUUp8F=uU%Q1yK!^Zj01uN4>&9eSY#Hsg+JT;Ycb=G+pB6O=XmC}|7tov zGy13Ry2>?Q)s{RFkE!~@^Ja31jPf$|1CBxod)UFn5sO6u6C~Ss?rp4TIINd-xJg*2 zx#J;7LT16EYg_)-FV=qhU{30UKTY?qcb>R$flvLUUXt(swZF?PwycCui?|ILUJv`vFI$2MZVr9x%)}sXu{T(K+htkmCR%J)ioqnh!l_qlpk@71k5+Vsx-cXH$( zp9FS40#aan}4y<0SFTcw|zu=#=#ed#8|Jk1G zfA4hcuR+R%|9UBR>bYmm`_Fc={v*SA(3rNx|J1eS_o_gv46WOL-eZq=<e4@7kM7#?ch2-}eK#J-RQCTd-MX&4t>1L%(e0noACzCc zc1j}Zt9a*3IR_t}VM^_Bl3b-AkrIs`4;rg zYPU%Ae3{aBE7nJGPr4RuT5xdpw`(~ubB$#Vy>tJ$T+;HG&-wc1C;NZg+Xxyf)o0=Z zHNc*KVk|0Joaq)5dt21&IM4I_ji2uy___WMTDa|9tYw@hIPzG{>wlTY{_y;n z+#{L1?D>AjPx0Uxhcx6m{kK7ranrkN*VST8g)JEPWEj}_8lLL^*t+C_Q?zx`>sZ;p z4?^@a1YUjC*zqeZNM7cxed&dSiytm+^ZW9${&vZ$N#`0kc5KP_S$U(Z;z~)a*Bj1) zDJ&A@Ch->+CbgZ^pYU~YC%9j5dBvjOxY)hPrED^mjD2$$-2EDq1@2Y_U;FQ=+GbU$ z(6?{O|JNB!zt&_fKW15~^nUGce!F8=xDGnknkBaV)u@k-6@A^j{_O_Q=@z;#dTg2c zgcu)7&IiR&0SkEb^OUC@os;^O8MI8{OnVE*et$rSa`AYl&Wi6l<*cj;Xq6mM`s(H zK2fWnq{m}>aglSI@q-hR1w8h1QYT36pP71yKV9<9v`4cy`}8*~b~*6FY(J>qbB4R3vRA{~jM}m%;Bd8M?h9-^qjCR_xM75$5Bm5}pi)9iqgu77H(?p5Uile6ognAPxDBhb$3g za_+l(xxN2}A1rz9(#GyD#DW~Px7ADR~j;%Nxbj{9GsIuGZ-c^jP7yJilK7LUC=1h z$KUtB1tSwEW87z6_ur|F`SHQYolK7pPJTK2fP|CUR~Czdj+wI<)SVLRi+{HMT|FTY zG+6fQ(Z~B=n040LgwIXc9 z5?Wq?GYk_n!!YSsf0y&O`_16(99#8z!V%7bM=TbFOmi4^Sl!?DGIy%+QPDY<^`Dlj zUf=%g*N%^x*6pfiw!gc->zCI&pU!n}S!_Ba8IJ9feHGfi_bsDCM%*jTf=MhA-=9T+ z+BX%V2HATd<82;00&lR##ab&zfdMl4jJWd)fZ?o%BCx?_*GufeKOP zN&&+;|4*I!yJA6b#H(obPn(5xtx_!h`_B2V_Wf|=v5k>#`%M!67fri(lIO>M+tXhd zEIb+Jm@xQ(>Nfoe?3;Pm5BS(QoLlTa`O~YSQ_bwc&-ZtJzJCN%4)2foEB||IeDPd< z9iv|FpJz9v+&1esUwbFZ;j_@EM{S+4-z;x#d%1^Ca*temR@3#q{V|hfzP~WDieZil z!?Dh4(E0$r2GCjt4oSX-)aQ|JkAG&IW_33C;4N^3Gt9AIn704H^!S|Gt=XYd>I}2u zH+%nF%Wayd_x5OIC!hQCYyV~)e-`k(Cn)*ML$k*IPutHPyZx}_?S(79`ihn7+!FzqcsbW=0`p?7r7cjbbU!EWRJM!1(7pG?~ zwU;omW%QfGp!_cC;zH-Pe5Qj@&?VyKbsLs>M%)Q;o z*xU(KY;#nYkF5kR4Qa}REw|WEy!xK5{ehs%{x-WFvYb{(vtaR)VLBcEVRdbS(c6G% z`6lBX-yUB27jb{R6PMj~eWxFB725T`&rGCrFe+kU22X$(x)-6MSKgE>+&cZ-}) zQu{7o;oaAz+OKUDawdhZ5x&yp*WItoI@@Z)0}UrzvYeA)O6O}dc8HpmA9E^Bctcr3 zJNMfkH*F&Fx$EZX+3u=;J?reXf{(eEmt>y!B4FXo(UZ*$+O70Zz(TlZH)P+}oo_cU zXl~e0v3%85{|!7&ZJ=rX0=5^w-d$w*x4j?Kn=(oKf4|1$sT@-}XXC~VDWE~zI5x=g z_@~U)>u)ZtGvVz1TDPGx?ipk;1M9g}Z?+v#)s1hTqf@n4_r~q?H>yWul5&=(^DL9R zaWhf#t>LufT5+%D!xJvP%gKB0xMN#%t={LzW#EMfDQ@7sd>r6%;Yb08j`jJ)a~oQZ zs(oDqTD)%v^Yg5nm{az?X8&4w9Fk}0*xs`Do@S6%#W6>f<=E^3kR$gAvt)xdw@v4N zbEkKk%=t}R5xGU+36(ia>3)sI0kQLYRyW`0)5=g@oy?}WA-`RE$QtJt!Z$ zV&l{(A(39INv|&cl@`A(8L)7!Z2GhLTZ;V~H!nF5aUML;3|b2YTDiFVz^3AOw%N~9 zJsU$AFM%@@*BndMa{t6Xyo-1GXolTn{Rc}1|rDDM}0SWtKkS-}x8njFL zHb+a==+UFs)=heIPR?OWKi6QKen3*<=jA&_jN9Ql|dOfQ<(!W_wD^qoW zEO{sW$LyUx{0*B~4(zym0Me^YZz_QFtn?B;I7Y|C8a2O7GkU&%=I8roe&)0N`)xLr z@&D}*w_o>{8=Y9Zf99z#f6TrAb$ir;3Y9qKIhDMSwY$p=G-gi>7Z<7%24!~1zIx;1 z`y~rr-}YfEcn2ar-u7Yp^*>E5xav=|%DEuQ9v!gTedu zfspz%Et&sfef8YO_p^S;|Fi1i+Wy&Ai(Z)=@cx;-;Y!c)wL8}R>#2OU_OIR3vPHof zde{E@Pk+AhU-H>Cw=PXjD&GIq4AjW&ezM>7^L;0YH~D(|H`L1-gG$-CuN;^TC}6h8+bAF$^#E)tWFG)cwvl6sva6cGiaf`F69a7-Ccyj@3>ME3l9? z+QYTugBE1Lm0snSlu4lnvdZ5~{=d)u|C7uU1^=QOwp-o4mvuYsXZ-WIuO~EW-95V1 zcy83oiglMK>z!lX|NU*q*`>1Ww}o5V=x08oo%iO+-ajkLinRA|8BQ^n~#4(x5|MT{A)l{51in&7K(>CH@w*+>$@)5?Ze&FAD4~@ z7ChwGQNR*&iGR7I&Z}DUvk$KAd%tYvm;1|R$}x&}Hhi340xnEIEr^fTKyylaY-g07 zIkC3ks@@;)*pXzxLmtrXhkIK$ug%@NG5W5B*z~wl_b<(p(%ZI=?PgiP(mu&M9E+}e zUoAE9TlOl+GsXeTbAqe2v#W)x-*a4eEm<&;MFebyte&v&Q{&w2&T0l}OP1<7 z#u}s@Xfpg9KJQ4+l+ZH=^c%joER@`mT(&5QP1@)3+HN?G@-ZutBhZQbS>;F;zbKRGY&o$^1{s`+2}%brj5`g2$2Kde1- z!YJyGI(X5xQG!-}%sofBBRvbYFMP49FmvT+)4E628^vXfr!a!n6J%xI|JCs2;LWmg z^X*Dx|Gs^kc(T-|SKG4hnPkcVZx7R?n2gUemKnd;ZnypYjJJ;)i%);yaNNDaE^SVa zlx`Oq8}d2-nNA&sm&=tlRt@Vb&2}V!~16()OxVK z%Sk?#tMs148DoahXw4GewWlv_d*WX66S9!|W9^v=NnwfvC@wd{tch&}Iu3c02>*<1hZ@xMTr(DqB;o*}t5n&Dnt+p@`VRn9g@`bp1=E}^L zdk!v9Y>v)`8>X;3GS7D0Q)|JvtoC;S(|^zsBfmdq+k@XEyInh(l=%u2K~NKnK_)zI zaeKo$@w5i#GMOLiZF(h7H9i#I()z{w%fdLflQ-S|9I0E$miu|njcw;PdrQjZHT?S} z>}MQFX-X9^5n=JJ6fj{Z%RE+?X|Jlc{nO{3mx2E>kF^+1{ypQQQJM(Hv_8i( z7otG3?cgN=1~*m+uhUbz6a1Lvv_gso`?OCADGj@?@f;GL?6rDn&kx5Rm;TNAtJ9rr zI-U0#&!mJK+)CHmXBL~e-8X9sWetCkUmf+lN_nc){F_Fh-u+8tKg`De&IJy8EN^F#n2&;AF}FL{a{m%rrsaetZd4*QSaFG*f5 zPS|{6#zmPM0%E_Vtpf}X!?u~avnP3UpXJs|u{^ja`B(v8js^R){R?EHa-t^2@y?2o z=g6AM_3O3sn!c1Z@BNl7)%AhY~j!md#D!|L?@My)5D6`L%yd zepXJYpY7vfy4DS5Ahi!Bo(4*z~OzZ?eb57FBg_+rp#N=A3X?al;?R z_md?*?DtK(@LzAHVT9$Mvnk8k54brc+$jY`$IOQUHwrk;M1fYr7EflA=W98-t(djs zOaVuZ1&f&sle7+N+R2kk|C(6toLWC?&Yy0{I|3DxViM1M;kn_#)|37Qysk|WT%H>q zmfY~hW_9sZ`vZ?&?eG8RkZHkeHiuFATm!Gc^5NwsE?S*bnY@JCAa#1fF|`X5_D`6+@IV#Ym(cZhIIDi{lH-l= z@!cUB@#I(cge%M0&V0M?CNKK1?NN!Gwr0Hg0cGZI#>{Rd8y6m`YMa)y;NjeMemOfu znaf%;B}Lcj-;=8FYp_*6Fi-fw&!7K2w4|SO%g*_;@Cb((L-W0#%M!MUR(=vV{pjx! z_eIgp7ecn})(gIsG=p(3kC$f3{FF!DmOs5u_psbJ&mvKOs*NjKGKzo3wtJPYo7?^0 z#B8>EJ+qUc{ixjD$V~>kAUhJ`?PbzlwIAlmW8Ej6_G&+`u`=T~W5#1rqS9Jx(k&R% z9?Bl#K3~9OQ$8G{3d~cSNH|;8^vsI8W}H(e9ina=l|ZGdCPC)uio#q@t|>H z%7MhR11I#%LL|YJqzU2@3VWXNoPtw&}jUCp}Mj9*UjSF z&ewNdIp@3J`dS0U!+ zgSE3C*|OK&)=S^gOXr8xkIXMdVoT@Wo^^z6+l7Cpzv;hLjZE07_tUeq!us{?7q$GV zua>TGl#$fa51QDR_vK7aW8v&yZCtM<`x+xF+CLmJmSH|W_w`5q*E2aD_rzMTLifZy zV33)iw$*>}bI-Tg3-^0u{jXxP_z)V@H&4>CV1}i^z5}-d5^bHeoz5iAX4!m=J-^l| z;&rv|v6+ENt3B^*{K9bZkntR5_H&KQIq%j^%2V09!=k+S^2N(1Ht(CB6)G!`ytO=Y zaa0*tR0 zJ#dJ4Q@?@vwd6kW8Krd}K6K7aFLwNC?%~w6x~6UNg9Dxg4^%4tv3!3&JD~piKF%-O z-_LgVfBU;{BFn)ZYCeB`my+-D^#{1qWyw zAj9s!^>SD5a&7EgKk^t~0yfBV?B+3(bnGn}6ZV zuXq&`ho<_O7miG1IX;u+aoPc1(PPFse^?V=ON!Z5{AejK4WCl``0`2pqwBURvmcz; z{NRM+hd+$}LT2V>t?@kHdL?PK{-QXxKDk*vjP}bts}BA3)xUgb`?J!dBHLX}??2xE z#(rgzN_5u6*R@4kV`itR94u5jcyZE$6P^a#^^O&ZQhrU5KUxa3yUlNZzWmbm@HG<| z7I(fTW%h%D2ei*x%yX-sS@>rw&x^=IU(7z8ZsC+QE_z^5{2;@!;K}Yr<@>y6KvP8r z5385WJ9B$U{)CndJ7g-S>F6A`EO;Vg!L&SgXUN_K$}FfO&ZDi>UzUBdQc`%9h|?=MSce0W`w_T)g}vja0u<*(Q< z?V*fC5#O0Z?ELcurWw{4o^eP`n6pPtAu^&Z`N0Xp0v4V%KbCmBQdm7ZOE0!Us&?X5 z|9qhz9N^OUa)E$Nd0hDFx1LIwiCbSUJKA+``#$*@t@|rL-GWSU7+Wy__?4;II3--P_%(FlR(;F1nx$MN{4>-(4eY>?jH^QUgcPgQd_P_{WI zBVm7pt;?0o$D7&t|23mI%$q-S&i#E<_RVIOX}%VHb`G01@H{^-vG@Up%#GH#rgyoS zzqm3D&oQvC3)Nif|EYh6l`Ch}UMEMRnQ=jvU0CDS?e%5W_e_{>W>;dEw$m@&jYlS( zr>EW2JS5_>K+x}_(eL+s1*IlEZr1Kb_0D@K$={t^`WlswADEc@faAtjt*3vor4Af3 z$*hyK^`CX$&3{r_fv=Qf!7RsuEeaNe0%s1z+w5_^v8%1s|4ob$%WmnUNiNqnYJFx_ zJ!aZD`N0v-0w%v`)uk&Hr;1JfGj~n4gS_*Elg@2R?`<(!!)kJ4|K;q^MN52kb;aq- z+3-Iu`g-;8q)CovQa;*H_v2QQ}>iM~vKW@2t`PE*rs&_Xti?W3lOuwkD^UqT1X7fLp>SOX>jLc8& zQa@D^R^@9Nzkbdoj;6~zO_Ny+}g9Slvn*A zGypzTO)dRb$~#5)+9d(Q7tcD^Y>$Y#&S14H^YiT&b9H{D28l~QUst{U(bjA?u{mjC zb9A`<=CG~UKA)X_@pa6#6wWp81)PpgSIxg&e{ELLrYV=DMYDE%JJZp0xu@x)#UpS{ z*(7{l_zXC|>g8^{H&5i?%)3AMC+O%L_AGd$V)2xpT}tO}f%%0e{Oq&-tY<#U(R`Vw zd2;K)&chE}D&C6cgN}3Kpa1OP>ql!Zt4zHAJgGVTk%2{_#2gDAKZkPfb(`vfCxzv* z{WSUY;>+4)*FN~}U4FDt^uqHCb1Ho7(yr@YOj^Jw_2$ZUvjpi`EpP5 zM}wCR{^=g^NiT=?NmW$8D!Q<007x9Z&XmSI=#YZg9!@U!}a{XzVbE~iNf zubLzt^WWaLTjziClk=`=jcWfkmgp-wyxWy&oOSb6-*v$~Yh&{BPd++(ZLiQg@5?<7 z7H1tK{44WTY*_YCx>?w9mvw&ahimFBrM{aC&bm~8-Lu7%m;F#D^TQ*JAO3KzEAH4o zjj_R}c)|3y^Pf57FW!Hq@q)23zn?L`+oK(z_G>=3Urn?DH@MW?CVFG`Jilw}%3g;) zval$WnPb7{_t*LK7k=H#_FH`ZtDk-%$o5>4?J?(7UeRMlpt>g;TKBx|o*Vx8vabKH z^m9$d=?72 zdnMD`B=n6`8#nn~5oC&ewYc;s}%5zSJZ8JFksCsYk{P3q_tDawOI$yJK`@xxq zAN*wAu;lalY=-xjw){-}Vv}1Z{WtYi&oarvf_a4oPOo@HubIfOZ~nmdur?d3X1g`lhVgXvzEHeQdMCkL&9s8w=(&8u)FI)@Ul_ zy)QH8=d%P*J$_`q?&KdyU9-yBm%FOXu@pEb!;#L{V$2YI(t7TbzI`3duNU>Gzj~T4 zpR{Jz*@en&Rg#rnamzQUovzGH5Kg?{eZ9&yaCzScm8S@`oecC)E;f!7xTMv_y4*vWs!?c^7l=@ zZXN0IT`#fv;={6C+b>pEF1Rz-BXz>c>lPOM78d7SM7Im&t=KT{VRf@H<1T0oyv}RV zdH?BJ^LEuVq$EoEH5)HK_)|FQx5=;FM}DS8eK_(n_sjH7<5_7-4puHZxP#$lK%(zq zbN0=kQ|Uf@$dtSHMEkx1=dZO}*F7|`D3+RI$$M@`_4m95E9Lo2B4U5!Em-;A>_U%$ z#d!mZXo)$NJZTU0IrQ12_F2zp_2#!k#QtMZGUbAj(etA&z@1@jUO z^j@0>+|aGo`E&HJ^}mYOl6=j}H|ThXg-x-w zcb8;-=YAEpG>cf)W3c0lfrQ|(Hm>BEP8Dy(`QO{reE7imFlF0{y2ppBi-WH+t6Vc| zJ^bKMBB;$aWkLM&OJB-@JTu;`;`}n{e9H9{)i*V~vBwx^pLgh9@m{KK-I?Blv#)P@ zf7SoO+$FKo{;y1Z{^@Dp9ivYVj6Nsa>D{#O(5<%54-QpAb9T$oXAge9j5_%B2eS(I z?E<+N3;ucb2mV4jJ72al^S-LLyZ~{ee3o--DUZI;L0Eh3U3ln8_0A>P5uEQBK@ANa zJsCFfgss1hU!2WWd+ql&ab@03v4Yhz59N(SbLJ~?d^U?H$0fL zd5KY!S$KbFT$)L0%E8pMgFDtIGq;}2;7UKJ13C*0)Fn%OdEHa!OPBj=DfmXZ+2zmI zTwXWFVSVbZu6rq(mAO+l9?M&-nPy&i%ILz0tQFfg>@er6KahH_XPsnZ!OX~ljXFC% zoITi@&zA=4k^fG5Yhu4=P0X93-320`Eom~W;tsp_9eY#l8Cq_W*x0)K;%N(kuahq6 z?0d;qp0~f}-}6?7|2I9a#^mwFpWEl#tr0odCne4%W=q}#DbGKOCrzs&+IedzCPpak;fj%=2egQe|+^Ye)PcT zal)DHpf*f_OpFCz+Qa5{e~#;WZUouc-~F`f?V-YghZZ{uWMUYu-P>E@^!Kc{`h@%Y zN|^rU$6HOE$SQtd7W(2U{UJnr_RjHfCSP0Ke*Z{T`JQOwr#@qpP59Y{+Mp*D?71Z?nHxsLFOS6*Ef6+Z+RPW7~B@PcG{*l^V#y%viI-X zIwbi9TMDg{;S9ecUo-jgf`4ku8Gq*bG5@;%%%pV5!O~?1uU>lKnfN^})UR24`N1_` z4@S@bk+D~w%hz9MuSQv-WM8xP@q<$zKgim~e*dY-g-2$~9skDqHUEl#W>Tths8sEc z#p%2i8`eE^nXwf%K9iR6d)uaSx0}OfEGtrqu@qc4ha+5J!*)+zlO4WU4)wFIJYfE7 zwQ{Ah&^lwGV}fZTBruF&JU7F2T-D8Rb|dEdX*H>-SUDg7-E>KX|@Jk?pi%J925d!zRzrBhMu z_un0CVl$fEncNf?JhMCU&b~MN7escul+Ju|o0a?de&6OLUsap-If?#1QZtvk-(`o> zNmlO`ZS_Mse^?*7>YeE{;GX|u^W4gX-+L!L6R+N&<$h?YGRT*#Y2K6jmS3E_YwI1G447s={h~B%;q5x*FOjyS_6v#RXx85zey96#MV|fq&$>5 z*Q)*e&}a1@i^CI_Je%|9?`Grtj`?oyqqH@(Hx?R+967o=FGpaO+MlcK>&(j@^!zd7 z-88NA%Uac$^JTnq+(353=!(q~;f^`H(SZBCK-`YDDG}Ep zF7!yuy!X+BSA|_H(|h9-mHNv^1DNd{gdeV%8L(P)z1Y2q$h)qOSe9ifi{=@N9{crP zTB|2B;s^I3v-OGKLS*`;3T9LLSnlrMQ>2$4>J5H)Y-K@n?w%^n+&`MUy2Xc-#Pd8R zW*0d=SvdWQ_*PrT`6)}MPU@QbPHbDg(5#zkYg7Yk*Xx<;E-w42wXio~$Jqpli?7z zV%n2Kxz7&$@JexRHRaWpzQ}R&ZY8)~bTy~v|FPw(dFx;EPtdVBys_YM#16&QshmMY z410HOx{~5`)z+6ga@pxs>(e41FL^gHYyTVn2?v*LSF!A>as0BSvGnYn1(u$(Rk(ws zR36_?4Z7^6b0yuGc>0&;am9Kl7IJu-kmPjrvn7z>8 zUDADrMDe@50r&OqRXqoX_4O?le@yJ>>cr=&t~oZd;IYq+LbW>$oR{Z3&itbC{71Ib znxHeAmTkWnpXQq}OOSiJB=_TA$)M0!uLK^pTJ|ua;@zI3u8uc6g;JZMK#AfQI5cWq za_28QSnJ1Z|G;edPt`KF%RM1G&W1>QJ_2gX&fzlmYlSp1jhb(Ze*aTqxYkXIuT{GJ zP_OetHkPnStCWI$f1Xsiz~sNUd|lecu$5LbMemEd_AYQOS*cdr`(pQN&iHkE-ul1T z`hCV00fapEnx$|8BjBFB=SNo$CG7H&TTuafuNQoQ(V?;&lCI~F2&GF;|-tT}ctynCneGeT@p0}U9dPp}N-QV8u3~@H-zye^d2=|-{aR+Tkta zHbINv&mT&sa``(%i|KYxY*T)CY+}JO5 zLXbXij_=_^>ScQOg|laQ3T?4kWa#_cXGgKx9ZTVN2U?Krv&mDG1E6geSv$H2C=uX?}y~{Hd;+e&ZCb4e3 zyhy=pDP!%2Nk6~Dl>QG}+5IVV!S&Y(v&uIL-0gc-m>GF~F=(jmzF;Z%ZVpGeU(0j<59-H$1h0wH|Chmf-_gGJpPF;!Og7b5 z6I3q8T~!tTXLoSPiI$90BE zRODs7`Bv_S<|;otH?e^I$ZF;uo&4wvbN9&QbJWjbTlqI8K`Q&()qP%7H{}aw< z4$j2VKGrW$BHLOQh;Q#WyDDB}*Kx79eNvv!X6fymeB+qj`~{9>j+-3UZip%BzP=1< zh4}u)Lx=XBn`prOe$Qv{l*_Vzu39#+I@2#b>e_H_W&tE+Bre{d^Knbw>hGUa49#9k zDQw%tYJ25c>bu@^k58VQo+&Wb$JnUmNYodBr-zIqDkJXCK6Ph$b#C&x_GOZwlwnX8 z32p-_-Qm0pEgVZrB_IANxf-+lH)zCChNGOXU>k4L@Hd9sSM&E?2<;!Cc3?^K_B*>86PH(y;+j&J#*6`U>Yv*Y88;E9Kpdh8pP-^%~Zye{bNP1B3K9ufaf zKapx~aco?-5In?`6XSeXy)16A>!Hmq@&9HePg8Kb{zt#&;VjFX80Ps8`llBR35jkj-7TasY2)K_f1u@{*V8M?=FAlH+TER=@IpLIUbJPAxl=ztu`|6 zn>TYtrpu~b3lCMb1>6P|&TIMQ>^2skEIK=@dfJID*7(Qv4x2vkq#i1+cqsXQVfvr; zd5%Y_pG*GFpU1g4{n;n(9S>_kxc7H5#}xUk7S;7JHow3%zbY>1yYTdk`^q!eU&YQ- zQQP}U^=H{s4tH_)%SUdSuyHgWn$;#IybLrGcR4_TXYTW~;8~GEixZddPl>o3pkUK3 zzN}Gqr|bQ)7KvTcrhZHN+ER7$&f<6bI^))VI(B!q{^IgSdiu^Y?tM{O8Bn6O)KIr6 zMa7jZQ}SEN!_rbC^Iayp((bu-A1MJf+wZFQ9JX!|U$@Xh!s`9KeQq;U4K3E(`{K}9 z%IgXWh*|s-4a__?Nle=5Iqm$W2YNdmRNa(Uc+L26ao)a{vu^9Dt*Cc8^l1M@)5@}5 z$3qJ?tXt?YqYX5cdh|xtM!gaooe|nzORHg_0R{-y2rErEX?+)d|-Y3 zPm#3Iu4O&zW`4i;sAC%_w;DaP+~bk0A-wFN@S)ts?+;!c348YTvQFfTHl>G_dkoI{ zBLpkn^SoN*;=>qs2(b=NR;$y$^6l>;ZK*? zw3(d+hohW81*mi92bs7Cw$%TY8uYAJM5Y;CyYorzfsx)+6V# zsPbbcC!}?3$P_qYXnW%P1eF!PN_sPIWz3p6Q|ai9fJ9&Ci63O*X0$0KO4%vuG`~(d zYHJ&N`kUD4$V~>|a7&cZQP+tKoo;iZeNp+c8L<&J6jbDsuV~E)yzbw9RoEas@YDZ_U0c?%t8wE1&vcfH6_ zVI|peHtl@mrVl(%4;EKEoY`OS_Oi(i{|ukp2fJIIO+O&%^VnVP&D|WS)6KStoBki< z>&c9OO+#wlkjmPua-~PTT~1-+x{q_%tIsw6Rj>J;`E|UT|HsBW(9*SXR!GS9y$I#*R+ye?e2WwAWS9|qUtZ-a)4DmSRRltWr$ z)052I4qP@3UjGI>M*%vg_xF#5>5tOq9i06r&sO;VMPp^&Z^pdGQ|iv!E(7}qdEqTT8N)NpW~H?ptZO@1;grOD zG^y;7!Hm}Odp{2zUS9cQTf@Q0DktV=8Cn-gys-ouk+L!a$ITSYFL-lqTO{5QNka_d!3uJUjKTg(D%OJqKPucH)D=ty|U6; zYcgM)OOUz;=`|R&>H9QG&llG;U_UsoIpMtH26w;cYK<;G=hanF2X>|91&Hp-%>BIL zJHz9!RnsrN_GaG8>bq?3ofOLyU*@Xy-}_IVnf|rnN^0pb2{%5OG`^mxB4zv)frbc zPN(}YpG+-YX*zAqcFh|q7BhMe>WPa_R&g?YuzS+>i{57I(rYJ&U0?O|)0KK2Wez@L zj$^-+D)a6K_IXmAzVVu;OZNbSmhvoeI2mX`ZZ(cK_=GCN_ z#6urViozGKzB~QWtp7Iya%`FZZlCr=cdEtOYr9Tld|>a`z35%Ozv>UE!>XKo%A9=0 zoX3ve0%b(-40bDM{Y%Ve&}iG-y47pa!RE93H9hAqn0(c)cV7Bd{nh(Vffg*B{1O_~ zH&4>BU`C`C(+^(JYsO!^EMZZ7@e0SEW9{V^cYa-0V`5er zt?0}+R->U?XTn0=yMmS^7=LX+p{Vidq2+E?(g_*zFm%W@nYuW$F znU6Y}ANMpH-n|!)=yMn{5jqPz5&En)dzM8$w_bO%-^9lcP81eAv9MsOo!YYa-<`h2 zTZKRFy>R)(T#l#y@sIo?tNYoP#&2_cIcZ+Yg_!C5yLVKwN_QN0y11EZ-?BUF4Si)Q z3+7Z7Y_X{bir6M@$=^4J9Ws*>9qZ%&`SQu~J8GsAKR-B8S@6ULRIYv5v0rD)*WY)G z5BDbcFD_r`8p-<7clo-sVu81*QW|#CbfVu}n!I!QgWRW~r*D3j+0qqQdY$nW}iDsDD$# zzpjMY^iu@;`xOw;`bt>A~6|D?!Gy!?svrAJjs7j zqU`kUSqnK%hJgFs#kJSPRNI=~6u^8KCCu@`DrK^FoHn zw{Nfrw6u@ynxSs*u*rZI>}QS*)6}>6-)>Ofs(<-`(aOKCrS`0Nr=;tCxyQufoQcH! zyj)Pknpk|=dk{S0kodFiX0OTT%cUo|*JN7o^vSTf^EE4P2w(o5_qPT)#ab8Gh_2-U*a;G-dP|OSTHNl;N6LP0g1MUK_|M- zfRwgp{~o#jqvWK_|4PsVTVIo~`@xgOr*B*}dzG*IcxLLGTby6_Z-va67joZZR$3A8{$ME@Pz9g7Z)W1Xv^&S z1_zVRmoudjZ6UMrg+g=eR1R_;%$pP%rhW2d?cKZgwkJv7nV66vF!>tix2-RaKKQun zMW~c#!7R^$O)3_GQorTj9GKM>&XWdNc~=>#l{={=wQ?`yXxl;&n|h|1ynB2mtZluw z=}&F0SWng8Z_}q0zxZW#QEyIwKAXlm@w<+KJ{!Mnzi4fHUe38cQY`A}uY2ESxJk@O zljyna1F9zrB;Z4ba-XtR%*=L~QJp8J5ILjm@q;6U1*guKbT3q^&zN<_Cs~sB#YL0p zr{9`i&Ik3gN!>je@vc)G=*d}G1m@#qDEhY~HU&0smDvuZHMWG^8YQ`c)e*-z#Z$`_zq#QKvSUcd#duQ^gap4+1Ch$t;O@;$ta?M+9|<}LVMwc^^#LY0jUu~)hd{yTks-RxzlosTS% z8q!al$UJ=}bMwjk-=Z)q*Qb;vT;QSVi>SKP6g zcYK$AUOq8B@}k?%X0`Cea!1UjG45TH)tz_q+T7bKr)ND^$#}5)$^4_9@8-w&zn%1U z`ozoAW?p{OcmUKmpL2QBHP8a151n(_KYzKez^m#Ah|Mh)JV%o-;d|!`FRp`w+v2u3g-0T}bGmfpP77eLu{W)H1`t4RMpX4#CA^9(} z3itT}hG>fh-5m$NsU2kfn+q}H_y61`YoS|4!cjKIw=^Eo>x%fn{d@bohb_}u{omY~ zdUWL$PoXBuGSCFM@tg}{ei_^X7k9IiPrI+a5BRGHP?LX@Mux{r4 zK9=ogSj71s+Tze$dqzLs zZy&M`zTI6OESz&}@7!4n{@?fWRer2%{8)F|N3lbZpp^vY3yz(JtR%Sn%JqWE#o5oq zgN4)gv>M+#B$?017JchH=V6ul+fg6h{=NL7^vsEitm{P&X2-9Y)S!4;WAdamjX~2? zB#v*~UOP`?|5h>QDa%(q{NxcODVRS~Q2){zUeRktG9NcVS4&K5J&`nJrrf>jyB3tr z`5@+3!L7cB_1iVJ$e&)@9&S40Upey}L(|mtbsDPW8+-qqj$+$(&20VjnCT%U?Dld7 zHPU|H5Wv8=CS`?(JB^-{M25^aKihQ(ZiuJA9;-xmf-th(R+g!ffw zyYHE*e2=RmeA?#NO~QMhTg|wwKF@7_(sUi)PG7C6WmhZMzTEq+pxpCa)%yJhlS{Yl z`j?&7`}f0Vy~qA9XF4ig_f&j*dj~Yj5;wgOw64$Qu;BYUJLO!r&zt#UEqC{&nNyYT zof6D{+OhpnSj^nSra$xMst7&1@$|BZ$0Mor$L*T*S~s{oJ^iBg`q|%A%+c%jKKQtF z`^D20*HfNMuDRLW{#$k4O6A9EjUT%{+Pd)2tTy9&rzG_ugLGeApPu>o^2zVL66qF? z*UtGEcCO+%f5CjF=6`0aY=3jPdj9@5VqK@qvd)<0n0SS>)|ylc7VskD(*+zcj2|Bz zopxV=)9``FfAG)(Q@CH_>V;cE=WQ1Gn|J*vtGej-w`SL~uFkqT>4w>zzu%2`RX&&6 zet%~=yRiH5r3KRi&%caj-pjJ^S=CPd?R^qE&PhnD-2-yr`@^ZAyQ@Gc?|fb1m(ocr zx(AYc4;vOdmDo|l6T`UM>a1zjl^aF@4aBC%(~8)b=@>jP=HF1?vl3P1Tj0sJ9m@T+S<=u+xn5= zCZDtkj z%LP0!mTc=9GV?!6-dR;W`+UO0*4;I1mY?-M&z#77eI|4G=|=7QuTLL}7l`9A0gbwG zK9mwq_jtB^^K520g~*DwIF${QmT- zZk}a3|Lrj>=M(SDUpzf^j?dI8#_Fr;yXDf|_+rxedghdX1|6Rt(Ao3(9RIyvEd?K* zmH*vN5l6((47Ccti!D_-de~v@FwWTS`S@X%lFY4_rdsTLvRgsX-2DQP|5BBD>LwdBY zg$`7ur5$C|o(rC+Vn5j1{Gjbl=swZAX6nb|cG>t{@Jibmw=XwKnKjRt)eST(+4fKbGAI^3Uw|*_)GaGEF0+I~ zpB*|&d6pmO4StZeV%@tYjZGX~k0f+<{xRV#n%I7B<%^_fc9z$YI{%{=?{Mu2OI}sc zdF%Fz)HU2jdOuaP*G^jh(??pfV78_~p2c0zsGnwmvP}8&wcr$^u}tNexyPh4Y~3q6 zgC88zEO;zZ@sFiyX4J$xOF~ZuTHQPR$)sqjC)cDIERjX(HlP1&`X#gF*|GCqeU8S= z`ejz7>mEOcC&|>y$U>lK%bAYG+dYkis=F2*ifT)KaLf=g#~HD2S9eNU)vlldnc9Yw zhZ22_(#H>+&0$-o>pd-M^X91!=DW$Om|vXzT_y1A!bitCr@!4_WjLcp`X=k$6?wYM zsWMIXj9;b*Wk+sW`r7rfN8@dtpo!jjpnV^p8z~@zJ~5N_wWcrod+2P)v3gJw$FEU( z`2k*y54lV{trB^{33qa8rZX_7{wrm&33^}_oN#6qxbq0viL~sYNX5H7v!piOSLpo4 z`-WNdnu!dvd0(USn`>8j{l5M;e{(8kgF)}XW2)08IA1*UuDjaB@%^kNTV|bVnc;o5 zTe$EC^Ot#3b(jk}*FMia-y^Z(tc1jSjXR(|zo7y5dq|3Y65hQmaN%s`HOUq%c`{7q ze2voY*z`X6pS9d_D(k3upa1OzS-w^$y`2i8e&s!s+{5m7Ny4`|`rWyQs^9Y$pTC>E z_tB!IOMh2f<*QiMFS6sj$c{*^JDi<=`O6Y)4o5*ONsLUman|_r<<_pA*PzkxbBYDe z1wi9-NfUN1sNUMJ}9+n;FStO2s;}!YlHu)SUIE)=C5@#CDc~YJt{J?WkZeT0BhuE}-96O3x?j-7O z_+zU&)zfjB&%MW6FZi$4H$Cyl>;JMzixwS^bCWj>%&XeERp)%z_n9RwmwfXhCdp6I zJLn_NSTLW_Any3C#w5cdAF>3%g)C@_IxK-alMG_jYaQfQ=biIa+`X^Pob%U$?MuGscvpJ*o$0=@y>_0==6!k>4hQc#wCl^6 z6ZOB()PG!Q77}s3;NNY_|Eb^=O5e9hB`sUN`WY9*4?ngS|FN!bu;==)i+|Tuuk&*s z9NV@$^TF0fJ(t5*IsTt~cV7FiTPZUp1}@9kIqT{kmZxedj?3PQCly&vdF|v{%W|NW z?ZA%^&;lW$^=ub8<)PzTHb0L>?)dq#_}JwXaJ9@?@SLUMA4~n0mRa{My?pxqmT&66 zafw=a7iEnC1krr{%y-YZ)N_K@zqR?uj;%g-R<(BDs#y@`S?AC27j|(a>yD+=|1DTvHjxm8QtZv{u(Qe>z!ZzMeyG@ z$$yWwrh;mkA6s+g9*zgC*l#H~-K{m}!^g1gs-=GQ*30+Ly?mc9CoFCHvfFPbg}=Wc zK6yd8XT0`{UfY-H?)Q`8nr;c6dRn5rec!35*wbzNSH5(FmTmfSz5C9(Yd22vehB}6 z`iUfSy<_9NnTOM&7QvcX)3>&sOilA#aWZe#Ox0s1|GDF5r142#KA?UfJF{fXWpQ6c zx800~UZg&{FexMUh~AA$VJoI9dKOKdr?R+no8Q~pFPhifse8xiV|44t=|AR{_El+2 zD=sbl%CmI8$sg84<8v1v8%FbQm=<5w@wDQLJ|FPw_x=w{(>4CK`Y*Vj&6?|ZZR@AK z$F7U}FXj*IZnW5|@5%jW=FXF^YNyof{2TLZ`d-cUwkrL_6MJex(^lx6{<*qFZKpw% z+L?KVKg30@8JBPyOcF)*b1kgm-xrc^;+^&{qqk=a~4`RfEEC#bap4ERqfih<7ECc9UbS7?`7g5*b4Ie z?)?^;bT2DTca~$VmTH>%&U`)HS!Y-1FP>ha=IU9ix;^{uO{clfDp$>WIK^`BiTYL3 zt3OZjUYwfN)s>!O77}qffCap6V%kCu39IQdGat^ZoLz8SIU2O0##!)#OkBk=u{XMt zW_#>f=dQTql{HdnuvpdEx0a z$&(Y@PM?`R@8LSofRND?hVu`PYB+Nm@Xi;=yQ{b5;mfY$v09)(31`j^GI17cW(>Py z7X2}tJx`V+;_=_iFLp0%=lLCzdfvTr-oMl@iY;oEx&JgjOY5F7K0kTaWY8} zhTC6PuI%euxjC8VFKcTl&))OBpmiZK&M);#^4@Ry!REO_aK8}$1X!dT3w!G(2e7hIak@rk0w8WGBgx$0n5gT_2wEM|#ssop&DK9_Q){M!WDXO(L4cdqq%x%*#gn_c$TnlXNp z`CrvnZ+m>d+=raYlLhv&Ef+P{{rlA;eRY17agTmga%<(x-m00C@A#XoW^HFGy1D)B z{ulc`J!|5rOqKb1!ASY>)$NyFF~XXBSUzaC?J zYV$nl{N9G zQ#nwlcHoB>XiEW)`hj`x{x1bL1YRc{v`VY8`ngR{26EhWF@sHgL%ao>w%Z*Gw(bA# zSuXoGJK2rlO*%u*{)?bF#+Hk9;4|VtJM(v^ni=OZPRmS8l=OofX_3%>WNN;o`LEf! zk5}x!ZPfQGK1Wh~e_!3qm->09ZU!X&J@ir^w9x%W>*f19i%;GYn|UTgb%$!rM$pKZ zJ|s1~dA@f?kZh@V_^R3O^wx#A-#t6^Rnq-~LX01lFWudEIacgn(}uYv5#TlBrC%3S z)$NKA&-8jwVqUOI+Tt$nyUl_uU(1y_UgWzAT=<{H!l`_N*Z9WKM+wqeYho>Kq=IHR zb{A~0E|0s+w6mr1eg2W!KK=w8f6phu}T28(7%47eBun^XfbAB!&C>yYtNpK(f3tch1d!;2*T++7rzufiVtU ze@v>@M+bgMStIw|kd-AaZ2p`zyXU^!%k}M1>-LN7S2krlP5koKd7n?rVUN7SK6xM6 zPVO1izz@QQR7w!OcTy0%;nTsy=~dDpspb?L@(MY!!ZI-`>` zX5H6{Tid-jo6$4>^6l38pv1zSyNaw;dk>twsx|NBzS*BY=C2mN?R6=p_^Nkl+v6!2 zGX?LoN#03n>;RAV-C^5TJRLkusS~fe`)+F8u3Lo#^`LpmbGgjVw|!>+vG}NVwHW)6 zDNp-T6YXErUb2$6WWO8UzVg}W6R8&_)KAm9|L1|yqlWDlt?xcq{k?hVg7W&9unx~e zmhFjb+jlHX0*zX*Z*OdlhP1#mSDRk^QgU@pZZ*gfzC333?Tp(_o!TBLcgT7!Ym;qg z?w3y|>{qXtly!c`!uGZG*|tdlXAS z=HK6S8g$6Sw1-d1-tDo74l173B3HnE13W|wimSQy2lXdODs10=l1D6mhj-crqYwI% zXHLA=HuIj++glDBJ<=@pro#86+)A2w*5`|v`=2auXMg$j#>>%Sb)PmmbbdzQ^B_A_t( z=xiWu&%U{kWpg3h=8H`?PaMoqdGiG}5zXH5yp z$L}}jl$E!pK2DD?>x(cu7a^wIoWEj2+k=Q{pfNX|gB#z7tn21}|M2+i-Su*R82|q^ zugT=#OMToPU{=SG8dyI){z!fEroxs@g>9R52;B%sls&vKMZGTXBL`Ru@pxksIT z{rLY^dY=i8`lgT0O49Z!AgcTC|4Ao~O+0aI=7~q3gG5Yu)Hkj93f}+ZWU-rd!rb~j znrr?;oqN1MPTKy-#*fZ&-M?-tKD%F$BU70(r&6cy7I-OIfA5^*klBO9p1<}vUR)jf zc@sE{mL^*C_HH3ap!qk zR;gdDb6B^(&-p;yxNH8H$KPaq*K$(O8rC}P@l zo8EcPRrPQG4~_eD-LT^QttsKL`#yCl_w*X~9KHGV#-yx4L0 z{XzNv`|A%+Z+oa>_GsQ!>%&|4c`w_U`203M+@oT4PDLy}I(NkekgU+OU69p)&hfrp z!3*ymy(jt&>`4=z;~O^CXUzDwF!5J=+spqcGfWoUFkBQQ_N;;a3QMnfLh`39w@ z%-cLa+r{kWZnXVZ|G#ZL&t!{Jz8!w~Jj}nM4=4ODZ)5zsp4a%%9h1*~e{)n7s_pST zmxi~HJpg*S8y6PU?TQkAK1=w1%WRAHzH`2-J=j>jzB{1)`!0?z+t+tH{GWZ@H8W*z zX4>8zXKS5Xw{oZN?c5x9?HBmSqD?zEvZpPH`tbEQvkLeAf;+P<-p#c?_?27vLhN3H zL+{qbNi@ED*BU65nKvs_@1EU;g@>Y=#E<#59EXlGhKVn~^L%;mj4auM+pnwj6$>BV z`Odk{CKIv|NCn)r?@ScowlI6+Q>XWXPT4Di%lQS zS=)ogQ8zm-xvwzsPI=)YgO9x1I*sohnfdMy=eo%!_s`RmuUb~~V&GN{R`f!b9=Jes@Z9) zy0ZBECna@75n|NgV4K=bb99j=xAUIqOk&*{5tH z%WKdKfnS-h`fl*Do`-32|D@-ybFH@jpc7fqw)yUnn|Vy%s-~9w+sYGSw!riA=@*rk z{%rfTdWodYWcO{e)3IDbZsi6sbQpkd%OGR%Ud_B;4|}FlWMel_sq+8 ze=`3`nsIW+=I?1U82`RCVE%QV&$#l)?#g4kcdWbNkobJrnU8v~EZ`k^C8VuC-Qy^@ zhBz?W^1<2p3^$fvJ#DbSdD0W3yREEioo&y~ydNeXQ)K$(RgM4GUsA_xnC{sy$L)EN z#N4_wNXlx%w1>YdjoJ5rCUsMfrmJ=GeE4y;dcl#ZHsO0`IP=+(R!1`>U);SSrmsT! z_~jQ{S>|1y6dxEC)qU!%!t|DHKV(w-UfPQmy*=rYF`=~Ni{ z#`~A>>7oA8#xH7~C*;1LwgJt4A3rcN`N14JnY2skhkbsP%<%kga;8Vb;=G82w`Sgg z2o>X+V0~E9+4F?;;%t?L&s-m#f?N+=%r&Qx>GXZ$DVOHl6ACO0{A^McnetO9+41UZ z)mw{h*?+5_dg0$zo;Sw(&YZYtqRe*AnC;ls`=F%al!Z8xWU*z)KVBi*GgEVsFgvXk;ns62c%7*42a{g{sYS0`)r>YaMW6MpV2++}Z|>zu(x+ao$y`t$If;Gm zHse$M9Y>5IHhcw@z>RvEW@1M*J%9a>RaDu%a)bz&nSG` zn!cfB?e(hdv2Dw5+-$^h3Z9S8}(4;D@ zk^aPCFy zA`x!qm$Wu7O4<6%>Gt%C*1FGwW=;E*Z?tG_O!9V_<*$w=#;Tnz+F78b%%*3|cC3Hn z!b3BbAr9tQUisr{QuQR3lZtO%FFRye@K9z)0bdNmYd2ZLS(mc|{w&H9IZ;{n$>`VV zKTqnXIquc@ebg}Szi86FJDVfjxMI?Lx&m@QZLsw>4}e!`ul46(_Y`@vy4h1H@>9~~ zw1*Nq3V32H*z`86-}X~Mx#5p*x89dGx799qpIftj>sO}5AwIpAreAD-x9Hv^wZ)U) zKif2W``h^YX{nxBT@{wG$q$T@9vCGj?0J{M+h>-d2+Um?}Wy4sJ=7BFZWTl1L_ zbl3r_-W;as9~P!gkh&kKR+BOFL;f^L!-AQH268N*H719@|AO{=+2&d6R~F7lm~>)& zaiGOkh~s3K#Sa`XSzaq;dpq~x8GVhg5g7C_7l zI|w?#?XWqs_&!PKs-d%c8}9!o`J}qNWLW`Mj0MO!;tO_prLD>{@6@YYv-sndUwVfF zO9TJS-*r6Bt@&3_y;s7i>CToDN_kE!mU}sEYRrWDb9)X>?~~Lln5k*-s{(Ym!}0^I z1$Q8a7RJ0zl0NdMWUY?atybp;hZGAQf(HBTt$%-2ozT-BJI$$VA#c@tuL%#8%(g}x z+51<2@%3VL*Ff*$t8XG|ZodoeT3a4F;jhjUJy~O=2S&;Xdzwp_k19=lXpJ-yzgqNi zOGEXsqOG98p~K*#cNvQI&YjNi^4>Y`h8g+KRqt^AIbE6Qav;_1z>j0);MEaZ!ENt( z4>@)mFuQ;Ch>2o?=VzT+nlg;yeGT012UsWMb##?%em3jmo%NqheofdL_Cr9}CAjlm`)<_uU%FGvY2&nmO#+|3PcL-4Zmjz_{88#xd*-$jqf1WL ze7>z^d^LIB9uK3vCXv5l&ig1c=ovE{lLd7}lPwt1VB;0j9cwlw&0^S~GNC)LjrqYL z#)5|oI~ej)PaeB`LVt4a{=SXh7sfvK%D??TbREmImCFCt8auis?O1pyqOEnmLJm9h zl%3q}T;tD|w_ekkzH-jLFu!{3<@-eo-<{nPB6$AZ8SfSQXHR$df4g#J-;eF*eu!&Z z<}TRqGym!AhRD~DxYkKtU3=QZKGtx39C-Ww<@={z<{$Mv;2E~{7nh}LxS0FKK>0;$ zW?oG)yiv^@&%HP9tCq6Q+oj)+-pskOT_$_oB3{#JMU@Y>^?liX?#uQn(BO;q^8K(` zjn6TK;U~>KQdBptxD;jiZ>`M#u)ccj2a)PCn_q8jyXEwH+UW+nt&jGsX=*y{s(n53 z{0$?aU8Wi*s(k92?#^wm`k1VJ^R$oV>P&s-7we@*iLqX*kTJ9geP!2_~?*{u8K z9$$(isyFN}`V$SY<;GR(bZN8ythOoA-77f@-to>n_^#eF?UhIUYoGc;*Nvb`FCSsX z^e@++?Vqf2rNIWYVJOuC?9wCq%MbhfDwyFZ&u9Gde%s86|F6ybA9lK4`}zK<3b*v- zpqo)X&5nvltNM}fZck-``Zc3D|HIDJYk!E0JXNKy*(LY+jrM7U^J_PTo}Ib4PyU*r zLjOHW$$pj3g=ozv!Q0;FaTt4Cnmc^nvrC zlodZF{2dtH^Lf1_Sxf4%rR z@$@4f-iGa0f3K=e>zcl`S?A2U={}%T^zSGyi?qfY#T})fls)`aT#cC4Gds}P zQEM+4EB{-&!S&js`yd1BKZ3^m(k=eYwZ1O8?CY5rh8t7%npxp==(zIZJuIl~tQ9OGYC&Ov4n#Ru-4C`bV!ucAs1+J@g zFSs{r3E#!X3;vmWQt{loCTmqn;>NaZC+ZvZPfvH69AD@wdj5v_)`=-|Q{&T`?M^YBHhmc@v`opfcO%cM$voa$r+z5Do3q1a_9Zul zJ829((YMV4ZsaWc_;-KrhlkKD&Zk%Dlr-xes!09}ZUHjgv0%(|h{<&OZBn(I{lTo$ zZ=Y}L+OeXQjW_AMQr_AVk0Qfd%vg`H@A5i%(L|Xk&zR}ht2dzCPZmshHOvO!1waw? zp4W^&vn2$-ehc2+#+WyUVf%-L=^NG^UYmZXecnMUVbB_-hTA<28}EGstx?*?yhE@9 zdT`wAXqgN1=KHn1ZcVoU=`{CixZTbo@x@&7^J$YE&IdI1pPF&e2x7Hl0jR!p2UUcS z!$=OU|1^`6@wE8Wb+e@05A-TOI3`$dSaz@F?kCk(4u_xB{Uo_YI&jLrOj%cP;c11{ zlC^90WgYEUu`~D3zx&(%M}7I=svoyTY@PPPt%8i(B^e(lYy)NHe8xN(M#x5xr`@UI zzMn6D-EhO?o&{5$45N8pgLDofpYDse=6SPfR*I+RI{q)7wXA$*X4Le?%!y3Nb2;yd z%dfh&{3Bb~-rjqvo=khizI;(l+jMnRufUG80upogfUIzSa7+;rdONNieYWT4ORt!i z;=8aZ^XQ)iGY)PNEI;h?vtWkif3q_^V6ExDc}2v|nef5tt)%Cc`tM%PQoXxJ0JJ_@ zlCM#^{Q$4R+gz@ms}1?V2{%$|W-}dT{%gi62VNNAv=}sPIfn^)+!*UT>-^Q-D(apm zo@HHS_Yhn5P-I6T*PS}g*#EPhDQEpL;>|055FeEM<%~z;ZJ)-81v#Kmz1t129W3qJ zHl5iMxZ{ETUvM)7Jl%hXwZ`0>ap~TDqBZe;7Kq`aBoeQOspi-|$;R;>&hTgBSV12^aobvA$DgduPn{PK>#nspvm* zqV<^#(1m*E3ODA=l8;-)y1RH;G1nbS)^~H5&dWcjOJn-`_Y4c~yEL^a|BKRIDYLvY zW;u3v1!z8pWBK1lunO+mc5R?P}tb8Oj5I8zNP_RIyh^9 z90Ex`-O({W&Fo`+SMTfuFCcg>vg7cv+pE7kT%RuRYSWkJslS)MJb(Lz{$=?sXFM8z z`+!!JG#=91YJG4IX#3+iemT3dho>JEeCw&iY<}w%ID3IiKR^FLe+u8)>uTI@)ebjm z-uP?6n>1zN;pZ~JeSD`~_x0E;2?@R=t)04ZZsEJ?+wYFQ;ZL2T@9WBa)&C%>fzL&DOMb)Nl!`D<pJRi*bv@x*}Ss;Z?Av&nOZ+^YY>z+D*iE;TfVyd!g5jd&3~DFf6acKmXX#q4tii0 zoUlfAS7TBl=&aza&??wSMPG;cXx~Sb)6AfQG(l-|p8bLROOgk6mA~YPvn-!}&f)uh z@AOU58XNviKWWs))Xb#od^ldfY}&$y&F%gi*}N88cx+-#+l%BC45$5!|8dBu_(lYq z-GTWbvES^E&W%1L8+qgMi`X8;mwTIiwXe*O3evyquzvXuP3FM5Jb4p+jX?R$mxHcp zit4t$U-!yA{ki*jpBW~PQ}%-jpRncypb3cc0bD$D!}GN}&Ioy0Z(MMLS%v#@01s%V zza!6^+O_u04pR(|@5y!AJ9*0T@AH2yK9aLdVxJH5-ecivYI}o>y2Q`q`mPW!H(h&l zUeY8^-PpZ(r}TQ3&GgnvxVRNm(3BV(@V*y_o6%O3@M4e2?t)pWhBIDE%WG_0wos;m zPv0k5uTpzsM(54{`y~#~Vmtl2Xj%I&>t*S`^o^QM_GkQBExCHu;`B!^W?EDqOGpTa zI1hH)WZ|O+Olq7eY|ovUa(hDyX!*-Ri3&b_o#xq%?~l#=@zSFCX#Qz z2|gaK*OI3iL5CzvVZQu<^Wm-?uB`L?p1pH*ayI<%|IqY#3ne7%82mHmyYXqRH9e!h z@Ll}jKVn{slRv$fVPkzP;6Y?!n6Js7*1yrm1Gsz+tCz_&Ej_SV3snStMzSebt2*v?fQHmicMjy+(I4C?5jt#D!aDNW8~6FE3`M?_WJGXZ#=56f~U;fWG26BweHdE z%U3R%e6EX<(FGmnapCNN;tE6KKn|b7>Mg&E(q?(HS??CFn5JXnED2gcz_vbN_h+BK zSB$?ppTAQ7*+<&;a@u(b4p0yt%G_T8+SkA5D`(3m_ z%Mb3|eitl$T;yka<&5PQk5Ab1epX3_FT?L`oL}EP*Qm&dd#!ouNZJfJGY`LRg{u!# zScSI7zMXe+UH`JiRa|V$pc5#P9$4-%;04Fg1N%yfO+cz2J>ILhH&t-l)x1i2% zW-c2~(TN#nN!GkQNOpx)ZJQ7&EWwPeGk&qqpjUit<;m;czyd{756{lL5c@D7aE!iRn> z)V(lU<&&t(Gtexg@f^nLa}Bm{_CD2od)efH=G)UR^n-8hUv^OGkhrDgtTeDwEOvo+ zcnjPp=74Txihq|hXXbaNaGy!wbx6($=M^`wKf6`rqj+`3o;ANGdf4~cJy~JB(CfPO zfxUOFnyaRJ7cM<q8%x%22V#S{Z97G`EUPg)J!^SxK$4E>?kT|< zTOV}Kot`Ks?hjDvjk}9oxZ(FGbF+TY1<)+xH>Ub+IuwS^UG9_dNpdUF2)BWj`o) zaGg#|a$ZzZoVIGzX@=`l3r}`)rucm}eB|{y_3N(9<}c22gf6q6bLyVk`lWB@hFSO< zMZ|kMLa&b9u`_g-4{?w(`d=G(bO+vf-5EOL2$ za~`X7U-(kCQJhK2W$i@SRr9pMBz73^{$cRk96fF4G0VLn=ftXxvT0`j{WIUX#JPBS zdj4j4#|`rx4bnQLwbo=?fC3EC0(t%F=(j&5M#uEoq`-cd*PPIw@ZD_w!M_K}fAWY4 z?>n8o!Q#XFPcsb`Juq0DkPq6H4mrbn!&e^e`8O(~u1ub%y6MPK^O^h;A}+J^H8Hy% zWHf*9OU2W@s4D8{L%++*FS6_25=b%2-u0Gi^V#Wd?|aXRpL|*RMarIyzrQ%F|2^4x z`pPvP$}<<}nZIfkWNVjXQ}(;-khpyLfkXq?II2zS)XZhF2iNMj%{q`+@W8;LKthJ$ zTHBSm?^N}Z=3FU!QZb8dlgfMh`u|#GCpco`-1MCzrrGa*ck|2Agqi=gU-aHIrTS{n zqkXL#cX5IaY)xEt&>{}B^Ks!+#f;Z;x7&ecB5LE`aPS!$e5+`B%m}(uftPO%8~cKT zHcu;Nu}#-J9)I}&{{zp5%aB_Mi6Vtp9eO7Utsz z8y`P7P*~70zt803;fZQ>7MG6HOJ};t$fPZj(&6K)@dx$pDjrJqHG>YNf7yMv>hopO z{&-MRd)`A6ivlT`32fI@Zm#_EQPuzI>TPS%|MhR)e7Y$1_}UL0Mbm!x?|U_6Ns;Z1 zc`ncFTN|d9?(N{sI&C-CFR$FpHG73hQ0EM8?GBjyw{Jpc<2{T`@wmK6V%?v*g2fbog}=_ zeY*6ab<#6@V%iQToKM`qF5$EA^xYfrE)M*c8{8fIe={x@6tFtm(Y*KA!HTC3xx^-) z6+V8@=U&Bg(9KpcWlJVM^%QMiaV|{nlA7@PhoF;U-kfe1=Kb_wbthZ5K)kO>M9rhK zooP=F#(hp$b9Hai(UihRAXSjtTs|kPdSCzeMe<=OIdg-VKX{&l&U)eB5%%rRBc`oe zpVXxbzBW0~9IX3@*>jn6<)#-Y{K@m{^!Mm4+WK%BUinflReitPz>B*usc`G(%l{Ht4mmO>%3SRdJC@0Go;MA4 zl~cPxXY*9g{^qxzL@WgOWH{LQT9_Gb>+Dv%x#*b2|Kt8?QX9Un+gfK>ypEwt4f}aAnI7Hkp1}6@K2PSMj^^fL2Y*y$yK=ua zvay_TQu>7O^oJG_?D^gMvV`Y*Z&@7-IV-|~kIy0d^80zqzL~05xBI-wlPbCMC~1GD z$+1l-zqbj!X?`uqx35xsx4Vodq-XfdX#?jw2AP=p%VpJyn^nJRyR5yOz}Y@+*7O8r>-{sT zT=y$CbF}ySe6a4cE-tg1^+p1pA*#N6|T1| z{k*TR#MF;#DeJjr=H~|+KR;lwsd(w#Tior#By?leruE0}>25lGZm&%I%g~0k=N%-w zB%D?mY3>x+Z29uH$+x&as$ZV^+;RQ)_-9%5l7o(y6aK7TpO7fYJ9+o(QpAgA;?|TiLKP?L6WEl2ulh|Z)Nu&Pd4Sj(vam_yu z2F|M!etlu}EME;?kwq^~_v)k=ew*yS!?`}{_p_K&y6qt;&##0`5PCt z7D}nrH|ETR+*$8EPvz~y>$7Ek_s?N-_iI*Oeo*jbw!Ws&Y>r24m78o5n}fSP&A*($ ze6DfcGRIyc$LRrH^~Q4N_@5k`$nJi&`D52{P?EgR{Wt^Unw>QX&ky>(lF$_H{H?as zMw$K4MCOMl8Vg(!q>H0sN*}Rk`ffVaTbp(B|2^LbucME*@+ZHK>G-SGqqWf2er|3p zTSM{o-@0zvbGH{O$ha%Wm-gDj5;CSd$6Dr!>f|^GTk@pAt{mGGI77#;i_N|L@(W%ca5{ZrV!>3imnUPv z!Bhw4Z_^ohZ|#@9&|_fXw3C&)S($ND{YK{3CVRqIUe`ST)HwIJiRaQlwS8NR3Z=k7 zI`MMCU*3NwCaGM0I4R}T1k>ZOwAOZ%v5~{>l5E z+-H8Ix;<`Tjpp-*XE>S{w;kNUur4F9w(W3&TE2pRP21swyOo}s3)~jQaaO{dS0p8) zXucyQl4;iK^fz;RZv5i8HT_oineQ@Z9!#=T5f^-SYKr2+qWz0jrUfUx$do!U>B^J( z)WFx~&vylH5_bm$M4uSwM2(q$SU;)EduTA@B>RcVnKHkxFP^-A_uX93SsU%3qe?h7 zOkHS|lUc7p0eR~>D9!Uou-EsWWL!0Jr;h%jLem;}3KK6!9vD}3o9gD0vUD*%1#I9vp zaQC%5%L5;-tnj<;`j*mJ7nkgRGyBa}$Vn#Wn!cJ(kT08H`}R`j-khCpMW<%m|LECs zRex!`isj67gULJMpNs5j)-`;7@)FD8!ms8xxAZT&FJJ%4NSU*57R%#n$*kR;JZC%& zCY#>_UyHe3vhcY1j4w8go;HU)3!bQ06bY@_&)6UM{+LYi70!8$Y(^7x|DL;Yzo)yY zbl<#Xj+q<3=sddO|KR86YU4{DO_SZ0&M@2n$y$Y#%r~ugC-YnXI2jm|DkNsFIenT1 zm!Ax)dS8>U+Apt&N6~#3JwuwyL+`JxJ$F*Sws~Hiw!GwW#@}%hcAdEOBzS)gpFUHK z)bAImQrxP`<*r<*l44#yky-t0LmY8I&7r5vHh^7t^9%SzwghkxYoosM&daFHuw*TSz%QxEd)?Y|<x<=O-9_lswlc{QLmtj(1OQwR{WD4nCCmCM%bT@6WqiCPfdH zSQ;cP7S&yIxd3z<45TuCr7qemob>Lb&0))eM=}KbZ7#M!ceBll@GtiCyCWBbPGa~<}t z()?n4=kKT7*QN>ja@Wr9I5Mv~?i~N|r4w1z&o&vZPIl#fZNhTB?&CG-{Jq6L51iBO z`_CpEFEeRBxUB*{xW*~0+VZN2*;SvWS;v-1&8}=^z7%{mbK@49O%K)-YOVXJ9VM~+ zB(fQcXUp^ls|oq~eY-t#^Mf;y1!+1)$^-tIT(33!Dn{_s8DP_IP*CRL5T!f*zgkN@QdCJ9dSB_j*2=}5!} zuL0Enn?Y^rwdH#9H!9a`u5?Rh6~9w^=RnFMlR4mvG8Wxhy_GZJ?bll@s?GY>)lOK| zmFG%<{ds!sngqkh*%q)$?#4m?tfiX5_YZr%Hh~?R@=N-J@vGh2>v(pDwi~{^J40W$ zyV!L9lRZT4 z=k}RtOAba}PKZej-!S6`&vJMl%%5RQ*?4_XaDJ(_eT;7o*7saOU!B9%XZUz>4q)gP$lK7f9huW`OUA^C+JVkEk7Rjf6aX}vyW0O2T#AZJr(({!f<;{mCd>ylN}jS zJ?)uc8#crRSENDhV77iAK2>^spjxePR{E?%nFS9`b`(g(G_YNs@Hp?ydFQ_Wd)TBu zEO?nIHHXdjg{d;1o)r6I%d4U~IljN0I^K$Z%ir7fI6)1RG$%9vullk{dwvBk^e%{k zLiwuR-&eBlERTEq?`*c4QjCel+j4KvP|&fzeIw3at~-sJOQp3%pnmeQQ!eJ$MX zhgy{%GQHdvKGEP-yz8NadP&aazq=+UbMz_ilg{e}3Tv#_KMR|cZ}9Qv9sWw@$si$+3m7W&ouwG|TvzP%6xhd= z$-uc^`cjX_jtrHaeDkm^8{!U6G?)yz$-VD%%K5eI`re0B7Cm&?QJ@rKA*eT>;r8y0 z^@lUhZJo_nWdf&2VdOH_Peny=k|(Er|2 z@Nd=RqgQXKP1jspd+O8HruC^auk5Ul_+57}v;W)gz!nAFwdWNUmThu6dgpM$$8(<- zq^TTo6;8B?*aymmel6UIyC9|F_Q+OS+g(9w>*sN?A8KWOc&M?Ua{7UNHP3{b{%rVW zQcx%Ld-DOw*ff?ytTR@z9%@Zz7oR74CMti=*K<#qt@%&qykF9=;rk5zYUatE=OM9k z_D9cop;dZ9%e*9Vf=?}MeD9sNfAPtsORt{PwavJHYf=jP-I!D7WPa93{g&9&a%QD} z`od==Qf${JvWK5-{#bCFORVg3h$Vm8T1WuSyT`W7UHlNsn^5TGAE2)KbhRz}qh=lW zSCq;0yL|dGt3wY~B^oqs6xC7FJ6zm6bI-?f;Ih=JCu0h zlHO^~NYoT6ytRg7!}Q#Och6U+x@uoadSrZKzt7Usm)7@8+sbe3Jpb6f{6EEImL(N4 z4plBomyImAsw0tqC+6ZIE8g^jQ`6ZYMSk%N-v7OeC+Bwbrfaz$oVxhIslWo)5bbQ= zzMtirHa>ZqC-ucBbKiWemtSLiHG9}^Ot;^-d;0t6g>fg(|9}5qM|eM@%pLQ{zuQ&{ zWXqnvy6|?7#f~hQ9^+eFVv~2aJqFba;IWp-DY+7B+{Kl}%yu-MJd$g{w@!vV+~dA& zw?bT8a-}Y3queq^{>FLN{^_td&6lh!xN0MD@H(j3VF3!sdsU$ROLg(5XVN|?ACJYq zhIS~Q+Cxf9I&)N`qtcT=qGyB|~kr+l0y^Jh}kMVrqRa>w?Go31t8 zet$dPvt1vTZ~XrEh1cYx=YNJdS^8?NSLR(ei*0fKx{SoRZI?kFg;an#lXo3FwZ#9+ zHx;L+7CVY$Vl4UAIb=KQpT2S5PCT-lOHaQ1@`CFTIZKaS@|Jt<*<^5|UFCBGf5tSO z+nY~*6x~q1_duPH{A=SW+{=%Lzw&5az3gDb)Fe==#l{{yhO_*kNkncAesC(Y;Hk+Drn^f;p60!&N7k~H|IIG+TD5i z15ct_{+`csPq$0f%#oQAtR{3hK?hW(TrN}7fr=k&Hr^;{pF9aS_3!e6b@!L!P`qvTDXJu=i7JAk_`Cm&& zl>fC!hF@PBpI3fpru1;x#DdKppuljO@m_p7v`0DpM3K>D4V4(-O>?AY_}pm&Uuf}L zfYZFWMb$>|u}bx$o7s7n_a9OH`dxH7KX3AaGwLxls&u6}jdkns_#6lQU!XH`g?Xi=6p7*NBk4zHYdljC%Dl<(>XkS2`#P7PD zmoJ%{Y?{tjIrGiVg^uUhUx!a!8uKK7vR}O2R^?KL4(yf7<`^j7Q6CwL?GB;}0eoUHtIp!7)e` zWYAnbImJKq(QntfYng~N_IMuaJpJVdS3h~;eNvcrV?3AH%2%AV@bhUZ-mJNA_I}IkAPf*W0+_~YM&9;-ecTO$2pJ3Ej4Zg=jTKy0&=le^V zb65ZUFne#}i#(|#TS9JLYY8ci653~3?PKSlw)}?Sf-O^8PfeTK#Qtq^Ywv?B ze09#BZfN;k9~hTB!60J6^?;w;DaJPgDxZI1EGjhPziZv6-7oyG>3QA``}!Gd`@T8N zjk~tFF1CBG`(d6Fr}L~&>8R}stF^nG=Y7ZSSI>33o0&LAoEF}`&}GIc_7keNcFntW=yXf2LN91O zh4oO>yb4~ih6%m79*)PP7HytraO<~H|E5!NcUgb>e{;~grEe%2zG%9IMcVY-HUl${ zjo+kOeto@L*!lI1u2bBj7si3Vdk!AFbtq@YLgv@TU#u*(KyxbZrd<8iv+VB0u#78e z!t)oJM4T3$fAIC~b!oGHJoFK^pP%_?|5=mFFSC~HJ@z3X*YKkhYs}i~7eo?4nhQSU zZG1m3q2lzDMe4amh0>>*x7rj+KiF;iEBEiE+n4TZ`Yw|?u+_0AhSP7>lZ^Z+#(%Hh z?>M&g$LtU0oGlCgPl-N%y#JEQ++IgCx_U&Xh{aRIiPo|jSSDbH;S{$F(Ea~+2_)hg;-WrFA z47=|aD=f_Q{9*S$^G)q?5uukS-|H^fGKc+8YRRlcbB{ep$Tggqp3!756{b{ zo}PT<(r7T1e?s>`*83K_ZoGM`eJkaWu?RgP57a1Kyi(y4uUgzct7oZ8&1QnqQq(*P-X-sM zT@&1I;S=NJ{H@OX+re@#W#3gU>Xsp|jW5(swy@a#WcHcejPEO}Z~famom1^(`W3bP zJ1-wS*{gHorO=)ovauHr{ot9r-(lNlp2?u@`t_4{wGDPF=&?MnDu?op!U9-K2o`t&NIw(@y|8-D0Qw`_W41+ zNrmebcyGizNp0BQW^&;{tjA+Fxi=>K#~$s{j);(ZW5J&W8UxL=;J-Haw0!v^6RvNk z;*SPN9k1N**ycu|+#7~{aclh&>UUZt{tsU*{O$j{S0;xNmM0o)+6d~|T=| zQR94i>yVuB?nL=($rjvYb6Bktb}N26U6}oL`rfTKAF85yN7qBVGwnB3M%HfsCUo$` zw-~kFrPEUSA1$i2-*?x4r>@=a)PvQp<{#VlyzkrZD|_<2yFS*;l62f~Sw}SZTKI+; zEXG@cSf-l)sd#N9!(zQ)&*UDCR3$~0W6b6z8|@A|Zg{M4!*SmGR0HOi??y8k|LHeN zzW9GPA??Wlzv2X&)8Of+SzF?>CO7xoii|H6nY8>4m)cf zvV1%Ed+83tX{|2<@KlS#(@ zFT2%)h4{M_qt<=i!dn-g@#M)bUY$al{rz#qLW%1;4eI(q^M4=CB>2yGcP#on$d-!U zy$?NSpO}{9lx3rSXr6H5`OXdO46lP;r58?@sA6@ku922Lac9Qt_s5xkxt@$*{F3;l zdS}n2syv?w{s#=+XTF(S^6K|0Nw4|y&Y9m;7WgK`p?o|7)R|^KG>;k5PJK7$?ysIz zGJB4AzMJ~o;YP8-8%u#}@eJuwzq@WLKiE4fQ)_Ofj^HsigUfT?&v#RKV=8pa=cK5P z+Hdu~mdMwT(W36zODbPo{MogwkI{lPH=I>wX zU6X%aI)BBr({_^X?C%Ehf=(~RiHOWTjv*{H+oMu?9G{-w0dioc*xJ?XFnbJ_q1Ov+G~2YK0{Sqo@$SWMaHTw&0pG4 z5z`f~eCs|98K7BxJy(BvVDom>*t{E^rILOv%<6|2Ir68fuH3rxeq7X9!zsHrK4(02 z_{MxT4gKkiO?Td>z6e#SjXPqT%4T!du5}_O``MO{>p`WZRFvh6ZP4!4yKdc}b-sI8 z4vD>IJ=emVeyGv-VS~?)tYwbBSI<0FZ*loY{p?IP6&VwuV?S$Ixuq`|{N(<<-3~Oa z#sB6`Wlia~UbRmPa&E;v@USRQk+Bfso6-CF)uiNlYmLSYXKyioUiu}RNhtFK^IKL~ z^oc1BE)g+@{^pZpBqtg@Ew1xLeUh1*2$dK##4a!od3*=-#4Ty73nV-b%Ik&4v zDwcCw-UhRoJ9xkgtQbnduXQU}?@)dA&RlppW6d3HmJ=;1-NC};8^XUPG=G>aHf!~J z*Cl5eS1#Z9-t?!{-PcQPqR%dG|92R?h@ip_G|*uz!_MBeGzVCJ0GI%A=S z3px$X&CrgD*#FSQqCn{kc>PQ&S5}E7XZ!wr(ldPivz4mZAjxAuNB zRq{{L`!z1r*HbROD8Fv@e)sQ)=?AMH9$}nzfBS5`nWt{~C*RNS%hLUxC9>|mQrRmb zW!}D7Y{^PDyTq=gR=C{HGk5 zIn3YWN!vfrN~^l1CSW}G+1sNNIoy3)3{7)fxnG;xcv=W8+g%9mNAgaV(Xq9XpBN3A z^)Z*>aOZ1LR(bO6Z&~-kZ83We%YM0guf>4c-y1k zbt;B0t5~_ao0X3rT=VtVQ_xbZNBoobPCj;UbJINdvCFBnO=ymY`Mm7eDjEH zM&PfLR@YOsbrcH^mn-lmzn}Xf#mDx2sM-q8&LWw>Uw8j4f0W9vGWo&E%RLSjSqd_` zAZNQDLYiwj=zpq5LwNpam9;iSN-~y$eRDY6&)m;7y&|{fTX*<}nfH2Y^|vd>d)w%i zbr^NFG%9>&))(4-^v18HTP+_wt@6LU9y~m$_|5_f{I02GM1u!bGTmTe`vcO^2~f2i^G;HKQHBLeVzST_6kSq z;5@Nw58ux3fujS9WtBvzxc-g*r zPvxERX3nX6tEw3xj16ojx5k~)PYJI+lRKB~x48YcIHpB!vOS(}-EhgHb@H-9923K~ z82BB2qOX^)5WPI{QzDzZ+T>oNi6_&F=EppWuqf1-V4sr!iR+Vo96dF~OhIe(g|m$H~&K<&Y# zhb|Z1#J@RU#j7uS&nc=z`w8UiXzBz2d z^_6@6n&>LrvzwpgW;Dk{((O68ouq!ab26kcFfT0Y%Hq|0`h9yFPaes%ko23w^IE@P zuTA6Mub)_W*G*Hu{D1f9%MgDWhi%zlcX%au^vCY-$_?-C((P13m`sa zIJE0haPjZJWw+i}Zt`Om-?vnxT5sO>P^P3Mf&9t)zg${p*Cl;rMyleL9c)rRZl!M! zDV{pjdS3nlP*@&YX2A#^s1AO3WTgSPhx%Q+d+qrZ7e(7cS;0lCU#sx)Lnqb#rG1Pk zoHH*;{c>+@A*ZhjPju1CrK?h&x88ijpDb6j_N?{CRz9{|UIqhy@Aamys~5Yz6}ph_ zrZvYz^q6r6c=1DsMWGg?q+R+z=V$NY*Q_(wo-fdvVvw8MdO9*!=;^ zeG}&&`8)1>DGe<|vujTi@r=P^9n}b&W zZQStAruC$xcdC$B@XnWQYS*$Y#Qo-Qt9zW@8#8yog(FX2u}t}1Rm#-!=iMulq=!p3 z8eFT01hv!73;WslLtDSoza6;#xx(i;c;*)5-Z=`r-;H?OQmQ4{oFzL}8%X@FH|LR? zSa8WhLO&S1Kz1Qw{BOpomirbJ`F;#{HVD5qp2MN;*Ao1kK0 z>@a!tOtv%Y)1(aQtCvZF=H@M;CFWT2oNGZ^D$zZA$uw=@pN!|0Nr5jk0qIY8`=llH z*_LZ*S5mrWzpYmP%xHDat~c{jNAu=mpv9-G+|rj*oN_?R7fof@LCY5(zY!C&{Uz}+ z9W>f>y+CG;CEvLjUw5D2kKUsYs_%VBsPNs6*=m2+Y&nvBvUS=aqm`W8-{yveemoad z`+D=NuhJ4h@5IA*)p6We9@W;ZaWUUbX^yGjF>j;rEgR~b7rYhE-}~{J^>qF>cV_>Y zm~SAs|6o!)s0QVAKQvSMArFh$^K0u*Y3{wVdj6dgyx;V`Ylo&VhkD8HsXfj6ZU1bA z$iKhltq|F>>P6<8z0*ZEgiCtV9!FZJ)a)U{#UJ zq`#}bO7^uFgDuICcvBkDe6&UXkd%k$KCbKqc}I39p7m(itaixa|60&|(R87-Pmmf! zNcTp#f7OR>OP8v{erwJbD9i!%86NoCtBKE9BfY6|Qhn48_HTJFg?suHp9RSLTO@zX zZl~(D`>QolS9(_L{dM_<{=%s@CY#i}4Luhko^V9ocGk_;ZUf z`yn5@4aJccl(rPTyFl&^2FjVo6cF> z6tUjZ{Lk=ZeADwwDTQ6#TQ;%J-*i%&Z{J_JUp<$MCR8a`rW}eiPSo+;u&A|EdY;;u zC%jKOZx^Vov7WAbKxJ9r5p$L^7xpdeES2VKHEus7De)$f=VOs{!yyy4Dv4@2X4~Gs znLI6a#zqf$E?hBs=(FH``~>x2-tUYs8KMofwXte;>h?VC&~P{g~4E{p!u!@`o`y3iM(u z#IN0NIKH(!+3)eKc0>E#?El5Hk~VzEOz877PI|a#W5LFV9ReGEi$CeS{Na`$$OR2D zmzHR)k=s)&p?e>k#ks`&TDc9PXEH{uH=7*8#aemy?hS8^H_bNZ>k7*ZEidpV&!2Xy z`@T-%OV2}-qk0qcPhSp72{?IF>T-ppz^^kNt=-EG9SwSTXr;mA{X6zF+I*DsYfb!c z`ibjyqnFc#Z~P5@7_y^4E5<@pk0G%+C)Dd*Xje>0UQ_GBgZW=83&r2Z6lWHF<9rjG zx5;E`MAqqh3EP)%EI&QTYky>1nqByx%%c;HoE|P(Xz=f5_=XJ&mVJ;(gf4P_@6aImwk00q1+5vKS@6(jM~i8?m+rSbJlU~(V|kpMr{|}br}jtEF3R2b z?wx=1bPfNe+QV0WWxf&rx%lcPmdGDfiWfgu>zwvz=~g=waXTN>tOG5sV6HT}SfI4V zdU|`JW3SOiTe}T@hdT=(3kB@d4?Q(jim_8Z^z?oQbY+Ekrgnr+n7UsJ_j$pzPv@-d z9r$kg8}u4YjK~jKysSVa#zII>hEv>O+s65)^A_%mi?0)7XBP6?*}i|%1&1Kp3+H-8dRsW^9Z?m3gvltZD$50hpVJoSOB$lPXk z_zAOhf90X?Q#?CPFS%Fy)MrPLT8yReI(dhCyA99pHOgF{b-C*^-~AZ-p1-MU{%-O8 z^Jun@VQQq)hb2XovMUR&hDekvf`c_=##UGl{&UK@K($ZBM^}ML=N-Jq4^2&e$aUkJ z);h-Dr*|xymGb2D4z^i)q_1BQ&_qA!e9~M2a_H}~ADXp)+=jRy2_*QN7U;5)6$LaUHXU#qf z&puHkTz#y$rBHW9)ph^N3TYc(Z(R}XKWWACr*^MB+E*_-{9-P+zsagH17wY~Uwi3u z)pKH+tP_f7-0_RBlwCK6FWj&FtN9OQ{w*hq6du0Hx4N&g!_n$Zy}m-0_rw!d(>^xt ze7{}&JGYri!>MJ5PF*gW@8rEwKCM7Ve0Q)}jJsKksr0e$7T}SVAMlZub^}j?aIxCC z+xZTkEO?r-qsVB@@qWJK?t9IDmmXfiFUyv{L|XRQ7uFEjjRjXDBwjCGpON^tb$Z_l zn?OjTsM~Vu$KJ)>g+Z(finL-ZMc2*Y3SV%@uKT!0M$i+(ohMVLiLU%GsruZtM=I|! zX7GJ6_~z~3nXzz(>enmryC1Vv$2&r|tW{m_8^bqj$QRObKLqP9 zZS;+ce0A}tk*DywIUM1BE!ygbt}c6;Ryo5c-Q?!WZ%b@mn?__WYT4pZpwxFkzhGlr z^UR|=|He(0%zF9aXch0h#OY1%L-k_c9sPBu(!f~h;i`!Sj~0NloJtJmmAl~S*`3!s z*Sgv6vRJJaV<`x+CfjxUL&LXs%^n)QJ#1ppn;Bonyz)ePq2;c#Ct9>co@@mrXz=Ee zyu&j=QwFEs>@u+36=CoSv@|@|LU`RA&hW`ItKXWv4c?w9zl-;peBJrnTOF;lj~$xv zYGYGt>=LQtkaBZ6{~MdFo_#GwoZa*HY|oM5Ht%bdK7NQ-VU0`Jrj{#G&hur}m#|5( zh-aUzjeZd`SB2Z$N9^3EH{O2xwWa25sFJD{S78uyFAEJj^uYhSUvA1FU*p6*Jr%Cp zuZ{OKxICT-t|1#@rk`A$XS*wDT@YvhH`PKYPlofg{s;GGR-M7WzFO(&i~7&L+grQ; z$4bwhT~m(kmQmAVt}$<$)csx2TVaY?d-2BqJ9KVNzmT;*Hp@b!U(fi{gJqQl=k9^h z)Wgn0y#mm+Yfsa&x8JTRIhhg(>NXq6u$%WaOFz21`M~F=#?P)<++;mk_da~$d>4<& z)2Cf%VL$JmJb!nz*LzF-y%&DI{JGqW>EW_QgGtSx82a!_5S$9i>l$Rlilv{M&p6@I zAAa)Q2JzSCG92c7Ez%cmy}s&cz9VKXgGKy0zX@8P2K=E1%MuOhPH~A%?f~yIfG$9p zDRMMO?bGVHF^?}>@Z`y`ne#PAZwYR1*>Ci4%ay3Ze_!3*Hi6UVds6sP@kxezekV$u z*mI@mr1$dOn>O6sZZ69qU*<%gkf?)6kIZZ$;e+hUtt_W4 z@Y!=V8MJ;f7aYXq3EQk*%~%s~Am{v|zUk)~il*_u2xa>6azcwms+E3|V|;^1OE6!6V=QsJu3YEt=sK)aMO+ zw~UcLQ0~}26PHTM-lJF41I2coa_0BcOik6u$W$qg$&dYy*_Df3x!AWR_($H; z%(ve5pMK8nxGJ13;uhbIu?q&uLc{?6s*9PYr%u)w-K?bEy2axOu-X@gLB= zdRk`c8Q%#1%Px=hEcJ@e(~JBRVZ?LySa06qg)ft4Y}jTn)ovm4YqKewm#_4CG&LaPJsr_z>Z4S5MTC*v1slSj>p$OS9qV~^-d4QM!g}6Pv2NEB4yfz^?QgiCl6b4?F=WNu43P;J)MRH!sjcxtp?KiRGC5z~G09Dnlu6M8{%wJ%wZ|M1H*BzT zUT84Ye1iICp4LMaKa6gdXg_&vGjG}cg`Hm|y;`^0e4P1h<@qiAwaaQ>7{86LIo2C; zL-$s?j%ZoS>wl~_+f00*>zmF^Q%k+rv{%hBI-a8{S}%ng@)ZbYiR$(Xlcn!2BJw)+K0$J@Gk=~ANi`%VucE zJo&i%U)F)?&vb7U&-kGo=6LAVE$2iVmhT(BExqz7+WX4Rr3tO4mT!E&Rc%#^-NJCo zK2yErTkTXsr0%liWpDPmQK)tXJQV1Er_DHVdFT4W;)?e(lwQA2+4eBtMxn+V3lY%T zGn)k>v*WWgY7ZwdCvG_}bk^)=TI~x)Rvwe$$nM3B6-cTs(Z^b1&UAUcFeze ze|P-3=d&hqSo^koTE~L+_YuqloC@D9eW>p+$dCm6!y76pXA)s>(8G2b!6fOu=pFFWd&bN ze`);>za}gGc4yw@C6?2FNx!*~9UdATAt9ZjE_*skccbs?g5dZIsG8ymG_ikQ;#++3|Ke zwKKAJ8kjwN`1!I)!-tm)aBxEvud@p6~gwcLzt;DnNQc;kk5d-OQo?>nfXBiFy` z?u8@2c#j|IOHTaDTQ#-+Rmw{aqsJ`4oIms4{Z(HRX5t{8XPV*}37e%Z*5-HyO(eN)lq*(zq@|sv(}u3*6GV#BD0-nJ0Ii zE>L=7Ay~$caQ@M`>8BkW6QwNd*VyvTnSbn`O@Z5T$%z{-hlpMl2;Z{7&v^x6Bxp~3 zW8Pf1`^M>ULZD`hi43Q8UyH0lBB#Z#P%+v4KV;Ot?@s0pcUraZ*sb@k`XZ{HCE7bK z%Hj0+?O32b+qF8J$xK5?`>9giwkuEm{JgDhAC$O$<%Z26H;T31Sc)R{ew!$oo;vcI zwfoJz14nlCK99LktoKInR+{|WKf9;YrOvQqX#KYC@4LJs=_zhAmT)!i+;LsVt9b9Z z(Ess|jp`;v-O(;NS@W?v?cJZ)Ci#sU+JAA0aaZ@X!dLU_@HC&F9Fn+xb7%VPyz?73 zJde0htg~kS!P0={Z{d!-x8hk%;~mtE9n&FKP_H#>S&sj*0tMe5hF_xp2ev014-#qB?4M&Zpf$1+s-m z8fdGjcfOeDD&$$6z5iKR?Arvd?2Q|q&pb45!fpL~uxesX%!hTpd#v96E0R9fYWw`q zyy8TD9U?`nwE~|CZg`amtvr-Pl87JDvZvpiw&$ZYtgluthP_C}XH_*U!JZO)tb0TP)dE}|(a&v1t%fY)A z)ZSPMUyEl*61gLKzjtqEU`|}Gd)Jv8=PuVVwM0IDefdP|-e-qqyxR#^33MXjZh^EBRYUWazYd~Dr%{p!|F zzAM~*Xr6Q8`Gp(u<*R&tUr63ib!6)CE%hH~7%)9t(70i{gGGS?q;!w&PyEz4SADYQ zUtTrYw>K-)3KV1@M=3BIvfDkac+%eqf21F;-@UQ?>hZAP4?-p$4cW2BZnUdTyVOEb!qj_(Ot=-qnd;b0i_FDeXN20Lcf{SSc=y(D?8}Avg0SLLfEbQ!aRre&AeFu+> z6&5_Oh^TM2Uzq-T+YSEcb}>Vjz0$wqPsL|x{7nfu-@I*m_6#-K=8HS8>7VVn_~zWa zWsav-?q7Rq?}d%|4{O#*&Mdg#Bf%}ZJ|Xd8oWhN7+`qTifjg6L?o8)gdU5f3-u}Dy z52QRYpTo(1u7!Eo$GC&G838HP_f`vZi|-I9u&utq|H9qqx2L!KQQgZzA8g-UHmRKc zu2qnWowxO4_nM5vzirN-Q9W>*Y3J-IL6_BxWFPN*51zz!et2MELBo-ly>2%b>m=0g zbzAuNsub(Y6YtjrDhu+>;!s`;p2JWFb;QA|??20=7xx;yoO9(DkNTlT;fDu0K`U-l zV)`HH{LN_jQyi49GUH5=c$HOJd|Aw7%Om^Vw5ip4$5+2fJ1=Znx@F!qyC=_r?wear zKW^pv!c1A1Zx-icHqhQmvpJlbVJq4nFR9sS_Hkw6mttm6J3vFmLWGYYvGPu#Ij`U2 zzUh}4M3-&6e3`G~h~EoyWl=t<*=*je%*zioHr&?N18p_fZs+jrXu!361J1o}6TV9K zwK5++)R_E`A;QAyeXU-k*@K1iO*Ygq-!R*KD@ND5Y}3qR+Aea}?4H$`#@Zi$aMW1+ zqrnoc<*L_TT;8-qNv~FpzdynvL#OB7o<*&tQee}-gS|R}4YoNe-NTm`^McJku(3d6 z{x6@O7t&9)+XeqSo9?C|VTyVLv1G zE^?>P;xAmEz4arEXXZ>$UH;?0U|!D6+tv$u{zjJkE|NJRX2*TuVD=-9_Qh?7e`w{h za#tHE7FnEm(tFza{~P8f4<@gzUhf;kVUd1+gZN{!iH9Gacv!$9q3yrre$%YE>s22q z9{qjf-sw*dvnJ_IF}C|)@NJ>|25lqDufhVN#^Upi?b|OjUEy}<^~?5~t!=X<-K}Iy zWsmuu05_my;dSD7-G)*r*Y>C3+2!{pUVeDuWx&mqT-+X~%X z(W!TCw|3Nx<7cz&T@Ix{HeB&tyywojI9lx@hxGsR-gdRO<~(?p6OHNH9!BONky;n>E2mSlRmxX z68p9{P-O#Xob7~g{zIMclb;0C?k(Cc7x%O9G4r3wlgsZN^2}o~ioTTZ$o5)w!sXw) z*=Op=UznS}lXcJCH<@ozjNe2_2Q^<*bn}unUF!O6L(@?ey{AuQW=7J>~bZZQ(K}Ht}yeS#nX~y2P}) z#(@22*G|7Q+k!jBRXsX>W>L)=y(=YgzBYXwW?3%X>dfIAW?1n0-${jTMEmxv>2dxB z168H`njiN1Kd+=)%+p zf2tFBox$I<%zo~%36*)7bEQNqn{R!BVP{B%X1m9aSCC1w#BX9A z{dqH0-fa5#f6tTP=?`*?x^}Z{z%9|4i82@+BAMTnP}n@3$@^ zac`@0+Ys*o1kLO>xa!ISg3VcFRLrMztiaC^;WTs{mbtw##L>+bXhvbTWV&`B_FYF-t`HI z;Y*Lq)R_!f_5S3I`o{JDest`=A}#;mytiHPtRtN{Ooy}#J^MB>ozSoT7%};A-kao8 z-ugct1lQl~>^^h&#{W2Ht=EAsOXFoG9a+AW-$>%)$rp23&Mr5fIL(CV=90#oO%7&- z3a6jwPk6iN2zWtL-89?fI$CPV_kVn-kNdRpaDmk9hPt>m!wV0zdJg{6KRlzQbJzP; z!^|ZcJs*4Nn1RYM3BP3F}M`<0e zZTg%y!H(HqFl%-D|K%q_E_SVP{kx|6SnEYsc z&(|GQS3fNzly);(KXTcud1ll7j3Y03lukZ2uOg!aG;L(#JpCkiU7^L6$g9?=g0naK z9bT9RzGq~0`+xNxb+2pB2&HbD_EGiT-5cMHzx++u^8V*vzWVe0xBtIy-SJ58+;`=F zlS4U+ijPXizFxj!>Hi7m(q~TmrRG~(Xuq+k^=^#1U#;-NZD2bTPRC^k{akfXS3>&! zj~}3bJznr?cEh7MJ?{w_)mwEEx3;ZLZj*`7{Ux3Hayvi;7?1y{RLD#uGSVG;slNTFAbDG`bu>wZI8Qn$cm?NQ~aK< z;JtAUes!OsqU!g!J3vbqzQdjRli$bG75uE!dVEUwQmJYRN3V6 zWly!S)!~oN54t>o_rr75`F6Q{*_YKBzU94LKS|)yY=&=774i=xf0-tDO^r8ua_iR4 z!%=GWg_X>ek91|OX+1;O8_<1i(Ty{KInQ=(Tm$p*=0}OY9zT9!#R(}mOy(SY^)X&u zvEgs35Yw%ARmFzCyFEE7T{cE8j<9Lmw5au~L|>AzJ0u0`oZfl&uts;}MoY6lpi;*` z=IAs2K%HChM>T#ri*bK@e?+75$%e?{2$iYY5fOZ|E!*L#wX*2>@=Y3(y?@*Qr`F8{ ze6txRi^(sVuA6hdG(K%3mq~|FsEBygx4ml;gqN{>%bWO8`>SkDdRavCv&=Wn8Grk} zOxm2YBHO0ce1<#6Y}1yrVu#ZB5@-Hl{d6SRq9yecW6_Me2bb%d`S=MEFkdD35{(_M zZti&a)Zo@Uc3b}B^Ud>?Z%lXO|8?d>;^t=?It0Osfh=`ETfyuOTdtXuI^A$)>XqZ+ zdk#E3#{T2;B>%Z>#Symu;%-_@yOI6u*$scL=;e$7ulBa2>7APOBx;7td&b{&`3)u~ zkN&)I|BufeHvOQ_u4y(m{gz&PzuT^K=ENguzDXZh4|ahT1HQ|BwsSi;3U#Vgxvx!e zJ=|q!ZU+uVLzyGb{wzHHgx^-J{*~d+`!;Fd;J@RwCc%(1wIY}08uTDFdG%Dz&3@iEn#lIE9WtiG}8M}CFR&kMoIa_zu)+EbTQQb3-^;p{Lpoe@gSk9b#-@IY z06agh?BRy33^scYDP+{QIv)5Z)ZFmbT4G7hl&u-3qI6Pq=WG)5iv(}OzW3|EwY^Rg zO2wxNzup+|yqEvsbJh8~xR0-44GKDc?`p%{o4cjnyn7SNdn0!5YE5NV-C2ts{k^0e z7194-YC5!~*q~!LYw3z#kD2Fj?)V7KTr!2l|UE*H#+VptxhcFwtZ^^wXq|BVXe zr1s3VhH)QcNlJc89C?JHRmo=*zy&xm~&em|{$s_46A zt=@LiBK`_(J`#CCMDCk#mY1UEn>)tuvX87f<9~Uf8*R@XJNe#`6^<6S>>-^Yjl_dL1WeztIx+&}3C-Z%P;(s!84 zIBzI)f8#w6<}MR$+IQ5sLpvhk*SRP9Z|+-gXYVck$xvD4+4Qf%yzzYwsC{xKTI={m z(W2n5;UC;W)yQ1-{l?&I-+L5&AewWxaMT_2>c!O7h{E6;wPI(g#>JLRWQx7M5zGgpqhXioreS7_uQtx+YvUI{4$)^k$kxAo=yQ>U*@JQ;R2Wp(PNsm76N^^G=>Gb|=U@_P3Ux zU&q@2f1c!D+h%-omi?ERe-@s9a=upW|LpTUA=|RFy7NI>zwHjc=G_46DE~ehbuBYQ zF2`f?YNIKgzR9cSoDMseib!PNJ3>~wt*Tg-?#lgp&(Ei^;QiP6wGDUPYtQx(TI^Xb zo+W&9%E>2{#VevLLsCD@JTQCn&3Z#WHazYUI~EIC)LtqMUewOF zS-bn|i!-b}=63()Pp^5V+nXE;?~*OIHM+cPX6EKITME-|Sr|i8W8>V@edo{dojP*d zWanp(nKy1OEX=xPVT$a?cR3a8Q)=(YlpFozesXgC?8koKL9V^dw!5}H_<2owhL4>2 z^SQmB&$0dalx67fd-YLnf`dqX2#t%)u-9Y((`X_*u8msPD1(DX={5`HXn2ioR(tdXC$pY z6Be*b+TbxUQB%;Q-?KV3n1kd~-@u9pBJo2&Nrp1LT_aE$fBXA>rnyl0B)tj6X{^#9X zXm;t$vdpy2CYuEp{Sdd_V0YMi`6kG)x7l~Cn&!^)lJRz+K_g?C3^P8H+wBgUYdK7A zKX=&tSNcMZ@`W6!jHI~-L4&V{FZ+P2D?RxeJM)DXtn@jOR8;Qp*kN-a#A=5-3#JDA zxuh?6@Yl=o?7Lp8OJ6oRXYsv{sg?L0kY%qYSX;KyY|pe$nQvTIa8*?jL$`yebF!O4>pf?8}2`0TsMPl zdF3(v{ziTa-zjeMC0Ax$4iS|tX6^1gU$E*H$K<<^^AhCFoPL^b@Nu6XSG9RxsPyqw zy~$VGZUoDyow$5{)68!_`d;O|iM{{pN9xMJ8uwdK%Nc#5R2^2j&RH<_`CT01yD$qefYM{G*@WP_5x9# z3+ewR``5UgK9>GKI_8*hM!o3y1%IVK@|aZ`&ztzQutd7mQv2Ko?FgScZE$>(+s0dKblM$Mb;b{IdsQS$%s_gSyM{&uyurd$bv>v?No_jbknZ3j2pIwbR{o$t-%WfId) zfwuEyZ$0Yr;q}v-kC%yjv;X;}Fqq5xDXcBE5!$E_r(YnPQ4|3A5$fA%FWiGR}G2h+pd7XJMj^x@;wz|zdc zn@!&8u!S_WmWov^n+Mw4p1yEF(CM9L%NloitlZn*$Oo#Q?s=L3Vg zb5#l!+;wGgFI8?W=`Q2&R+RPqu;i2YiL!4ApUypHej<=_Z2q>485b%ZAO2r?GX38J zi>8v(>6_Va#h;Z+sJE zR*Fx0J-z0-$|U>w32q-=nCvbVv$5inlTBp)tPC&EWcK-jij_}{PJU_ZKX0~t0@!uGc-p5| z{mK8~^W#GLq2qSK|IVhnvAi--KGJ+cJL1Ooq(0>UHPDzW=&Y0M9ZO|S9l751`Z}-A zn{C$%*!WslwsXL7MGaWn z{qbix#buWTE=P8}%=o2Vk}%)g_KY8RhmGC2x_gUVXWHhRGmuT6(P!+#zH`oWY0(Y) z@2qgJy>z;lOQmk#=0Hiw6_?G?w-JK&{YH_sciZ(32Y9NJ*C;$~mK zS7fpJwQ4|(|3AKq*Yw@0^*1_v)=d35{d|S-&BHgA@AAml)S`OznGjRg@{RE^6ZXaC z#{CoZE8ckLM8Mp%6&5Q*b<`$v+p_Zijjn&lGxa3Qvyz2%l{oR zT$L^V%lr3*_*?D&F8wDs*xq52f3Geb2<~J5+G44Oh_zeF z557nhJh~dL9d%>*Sw?kOlPh>rYudxd(|g*h@)D9(P5Q4s-!9M30^T%{|9(PkZ`$OD z?bWW_zjs*9{?eicJs-9G=*^&-TPn+JJeObGd*k`pmrI_POgafGAu9W0E@rRmsP7Zi zee+pu=JfbIU)erAd46{1qDk4aa(KVInC4l>Dh(PktGzWx>($5jX7(-nnfMdxIpq%g zll}0(UF)Uk)FbynM?^)xxat`-?+o7@FQcCfmOmorEMMoh>8s%jXop_qrSH6@N5W1n z7w~rCDBAuk>4x?$J=N(6ai?v1_P$|>I4i4A|JUxn+hKR?L2cpk<3@ix zO!qFEbuY;Ge6TUNqZ4m&HRTiIru@lIbW;m?5^yPj}4dc#Z3m_OaJ5%mufCWHGgf1g}S%nkf>B;Ml27nz(YKC{}NXW~C_{nD=2 zl>fy&Z)*MJc()BNO>cY=%c+_t^UCrDv_ZjG)HQi}%CE$Eu`R2aZ#FZ>*JApYIo|L@V)M?x>F9!mN^%?G zE*`SU1D)O~Zw~Id+_pM%-(pv4(Ti?yKgss(ft5)=3@U}+uHUBi@bHtfA1XhkNvuq{ z5F)gGLe#}WRowO#=RnKlWv^@Po|RvqBUkqhtz07ae}2Fu8;SYZe%(GH zW~?%AriVnm4fkug@yp1zQ2fl%m?)0FpKiq6Vd*cn@2&0m#Ch*%SoPX<6=nXOyvnzD z3f|pXboRi-vua9GK2n#+u0?&x((^0?BY?MUG*n_N6-H&sRp8-Po@6Zzw=Co zd-JiyKeRGfxuu&}`rM(-BZcQJt?&1Jd^~yY)v4feZx>JdVvt^+A6HThgg>83J+y!4 z8IOo&wKWHYt{pHop9wjNuLYFVFQ!P1I7O8l1TTzJ9r!YRSb2OTB_E~ntb99!J?Nt)c}nU>FX&K#7+Qo0ZQRGZ8{ zL3PG<>!8#?b@hqhLDZLrpVdr;XPw0U0;3Fz&iDLbTQ=~|z9;MQ6ufg>X4Y}5h4&K@ zGp_X3@18%s=GO+xIVtd-zzyX{o>@AN+A3JPPuiU8p9|i6A7kfm?wQY9^SYWtk5$a= zKqL0Qwpd0YblrmJdRN8Tee&`$R=tJwzrpg1MQ1J+rTqPvH|fAJHqeOFd^7fLpMAwY z4?caqlE>e=FTpTtgM>~*kBpAdPwo`!iI5$w9otfjdh!ltMM8QH-?k_tboKaGvor@b zJF=*P3!uxQuu{urx2CL}U4rXONcmcOONIxYi0$4^eCc}j%Z4{cy2QR^7B4#vJ=yPx z3HPNh$E(+@s)o$a_|G=BMT)3LJ606R%+rp(c*rid@3GSPuoQ4*{~+D?XU4@3pP(ak zwKwJ*Gejy=m$>p?TEv<;ak-Wo-zDhbybW`vofP!^`%%un;U2id`10~IgAUxmG;!x3oQVrVj15(ti^ zKq*)?@%(n~*N<|-GxKUd!xdjLi>DlerScD3E_Ym-Rm*yKW664Up8 z+-&^LJg=t2UjOHtK=pGMXTZi)1di9Ufe`noq-Ei^mo+p>x&vHt^+Z>DKIHNAH z@IIa`s{3Z~GZx*#rejg>_k2D0G=D*_bCJe8Yz8 zSt{qw3q4O?^Yz@*=F|6o+?3Rwc@O5U4?XZS5ZM1gC$pl>vl8sChmnsy^nfdax2JPd zx1ao*ne)b8|K}Ia;sSVp{aE5&FwMlmTWpRh)B1l&?B76=ppB^oKc($&2V9YszYCh! zyfSANB6+@=I7`*{?1pt$yTrZ)7H1uM!u#ap;%8TSPJ$dZc}YGvh`$6Dryy)u;hr+h z#OSaW3)o?s&kHriLFPUF$H$lNRyHr1m-r)uN4~-KkB(5s-)5!AoTSjuhJFXPl8BO;s)thZGUGV*x_JZWhbE!wB*X1l1%UVMc+KLeXij9LtiJ)`jPVO%=CiSqM|Qvy>DN;G~F-tNTa2Z`sC7=HdD{0 zYF)10WM;YO-?E&xTU$QgWdD5f%}o8o<@)MBA7$^CH=F(}2x|27bKW;&rWw_G_WSm) z012nd*L(vh{(GbOU)7!N_3!F#%$emaS(wmw=48rTEB(~s$WvcLgUxIg&70*d`BCxC z3=p+c{`Sk+TKj&yde?q-<<2RB?9Wcj@wvA0bCB6-=}*^|<~*}L+fn}T*!6t9)FW~B zWq&`vIuyS5^0TAj_4YY_XP5R^7`Q)6+2l8O`lg*asl~CU()3b~>@G;o(n~!u@260l zbp7&WSl#_M_n2>AMosXsr9D3$u-nhH{k&AZI_A~<_)Ays^3M(~)>P&@GtqM9n&9V4 zbM(A##!TNd)B7gR)~s~98UAVdcPb+LFMUnltp9H_7S%KNP5-6lZZhv`%&8Y|nt!Hz zJM?w08*BL92S=~h+2`oNU9AUkbyfJ&W$stJi#2B}rpcaB-<-a$<+_{3Vu-T?pus(@ ztWu*mRpYYw%o|TSep$Y?m?9|u=K)CZm*oE5>D~)h@0Q=TtSshK2Xk?XpW5pym72w= znwPh~yZNP~Dr?`$o^y6T-b}v9eck?rhJD%k^&a1$NhJho!SZv#Gqr~f{T%k}RM@juVb69dG`@N>J-H(I*Y3FNR9-k+*e};Q_Ia+c8 zDG#4+bo~1i%Z^Cv`L!QzLc%(H{hwdhL+;=68=#=}OYIAmoLl?p=DeRm@7j;~Z+&qX z>}+j_vvq>?E48D+0k^F{J9@`dL^N){S3Y&!ySf{*svg4f@A7leH-okr?Uk*YtSlA$ zIX3kOyZsMHCYyY0p?Lh=zZ)z~w?j(?tI~U?rfr(4TdEzsAiOr=-q(+>SMHoDSpCe~ zzHIsaV;?Y`eKTm8(cjuDzWpnfKf8TO%rEr_*prv;N!cG<(!C$KB!Rl5cJ+6#>acAE z+RAn__ZIx!{Hp2tvFO_ux8CQU?OhD@u>#h(|q0zlFKe! zkE!_x$z?F*!BFMy_to4@{)M024oZKYPrhlD_J1|!`7v+R3)qam8MJ*<>w7Kbd#%zS zo4=iz9(QZ@K9z6X`u{*>Pc*#j$xrpZdFo5uDX`ObpAy@*x(8AUe%4)Bon%EZ;drH|A7_J(u~kXF+are5NhEzGuqX zRL$sDLEDNnmG8}jromqG)To`4*WNkVVb68lSr}AC@y#vYwDnC&_T7_V`;M<@C$AYzUR$abZ8=%+J=hg9_5W`E+Pie;q_r_1 zbIqqc^KzTxb8YEouWi$&`rO}DbXob;(w}Wck3eP4ndxym_az_g{+|KLVF%HAv3|FX7;$NvU-(;S*&ca_{bac$GYm(~)wRW5r?%#9v7@7M^UyzRGL{_a!< zO(n{Ztg|Ngd2f!c^vr*!4li@R5?rhty>p`A{4=0p{;O+Yd=0oLxpM+q0A8w8jy~^b5WARN>xo@8OJ_%Bo>6ORb-{kb|^?niS@K&F`3v<2K zmAQd6#Jr6u+G_mo;Jfx-upp#TurB|3&Q-apzNIRC&qSWe>&MrZA9HAXGgJTJv2!zy z*KOEoe9yHFQUjO2`#kq|(Q~c-lY(E*%{cx6oDKFCJpOs-^EnBKQYV;FxleQ3i=J!s zfs|HoN1p6me_P`C1l!N5F|Gl7KK)KCPTy0{V+pSC-q}2}?tgkNRBE#FtGORp|4f9W zr9-`Q4SW736sPa0hAVt(?f>*#sDyTZ#-IO^^_PXtgDQgapf|UGuS?=0Y+cm4JBihY-6yG1} zox8IgR4ne;X#9OcUv$!^65hn@R{%czQY`MVqU>n`Q zbt-;$%9^a4`!fMlwjK@tm$Xmbto)fAv`#NSR~-@l&0z1utjWr+_S=_NOqQ5eYXAzR zN8Z(j_xWdA7o++pA{-nb>?a}Zobxpwr|zHezWppHz@RAv5tiTEr{1|SvswaNc2)-<*uQ4Tfch7zjGfz5&8LVV#&9I>GNy0J>RVVaM$Du z%@|>%UmX$ueZ#zJiH~}BD(pZSwx#cDkp`uKo$X)IoO0G-Wne#x$tUzq>W`4WhDc=rVUb8>D;H2Q! zDJul2-r^{TNG3)V- z1BE#cETGA8`MJk80*-B5*q6*KvV#B2Zo4{L)8mFo`ZiXz6VHPkRGag_&a6Nl;-EFb z&ueoue$Uu<{sgGJ|NJ+J`Mcqx$v3(A=l(PLz7$jiC`nsP1XNuP3A_Fitw zOTn*KYEIucu)Rlc{+YOn7hiZ2^eh*BT=UG!tUy(I2ejC~w(_%=*_5d{E3|JOn3~fN zwDmKz(VLl3%lJIN4bmuF2rV4^=C*HI$dl?Udy0)OmAT#MQM3G?ly8SVuh7q}JSo__ z^5?ycjlnk$tb{9HzGaVanv*iN)&#ugQ5CY2055Ma_=-r=FsJj@_zKVi}P4>-z zYnv9XOJ%;ksWD$37Wl!}e=)^<*;17Sk;sO(Y1XGYN1krmHH|msG$_Svo|P@RQC#lc zv!(N9WlP5X0W}P-L#tV%uQRT1+PEh5m!I-%xj1uWg(2aR-!)w((BBu-oAR|S z(uD{7)*PMenfq3Qinrj;wJG3SaVD-pN}9LkNfb0-w!(c1Fvv*t);d@>^VObdy{WpFzt`UeHJ8_=DqlAON9y8#5%0ihSXX-IwBDH0(7bV_ zQdjzPl-aedIZvY8_Hdgodlm&s@#eMZ%fU$oByNW0@|zLYHwkuKWv^|h%G$Ra)Yd!n z_rea-#3xa1AfNi3MRR&`>}fX*FZmhe&zyG{nqJ@3^!(MU7vTt%6eZ~BFU4Oj)*{wY{ zxcjeaXT=t|BxixVziA?JtR_dEKDGaXOXum^zUd(Imii?+Dtpo>*8!RYOUumvS z4F;?C1*L*#&O7GKy1~6WjCuZ!X&0~F<&O^bM-Io?r=rZRZq0cF3digB8$n56M`iJc zBU^j)zzt?(X9P!{UbbtRZ%zJ9mV=q;;Lei%oj=<^njzT&IZRfrN&R&M-1}LVDh!Rz z{NDND{xPRtJbDl6*dqtX)U7$IvTq*Q+EXE(=K~H7{`_9~avyw(zfS{o99Qm~CRqLO z;o6VRXFAanxm9W0>1CUy`IhR=-Z2d_E|Rq_m38;_WB%K^l$TXyb!2`&{Ok(0@Tf-0 zL3#gDR$C;kUEVgM4Adh;^JQ@CX|;XZL4g1n?Py(o(R5#f{+~6tm9I-ZV*MF3*pVH1 z@Lg_R4g0=NR|;O=M9rUbu5a48CN((rblN)5@Wo%&IX_aq9dce@ZWdp3B*NF$*$33S zpSKe^7^iRbx%~)KFc#}7+qFms7wc-@*lQ|PQRwn_%{;|r;Bg7$46T=aGv@lHneTN$ zy_AQ?uEd!vtLJ<733ln|b6ns&BSclOR{X9c#D+5LX78I(nP*L_@5_GisA zusLW!3Gr&qvnV%M#IBqe(4{POK5Jd7@%2qJk+Vi|s%B|)@GpHz) zleS;4*B1fGqG!SGfefmpW=+3t6n<^f&ULAM*)y9LAgY)v)e8Eyi)P&_)GdxVEraa% zn8?#Hu^=IKL{J9bpJipg=pWO&9n&m9Mj=%L>(->M0}FlBi}|104GPJ_(T~lXj&D7K z)$A|N8zANMnU8xx9e#1SU2YP(pymKn1ESz9PSq_gg}ToQ8j8NX_upyst%&EjgVl71 z%OAz=__zjAP{-Z3dI2fcarjeYHMA*k-6%=lrf;qO17rWQ*qn0t0i<5fhYTKOM;`oq z=|^>GrHifUbtABE5!Kh3sawxn-Fn6`@R!1!im+nc#o!cB-g}$lv@$4;a0KFe-C}_) zWzRtU=c>%b`<@(Db-z;HV+9J{nU7&r^|H86QQM|~%+GlUE=pmQ>C_#1mW%4b^kYto ztxM%bj?!tHroD{)3=a11({wNF=6eQe#yCIb2Itne9n*BddLU`0^wpkex~aO+ucEdU z=z<0}f{S&Pza4VchNX5art6mKM(>!Wi^`s!_)i;XHx_%B?6wQ-bxZ7gU`(x`is;6(9y7>mz z(^t#i|5^Y2|BI)#hOZ6&9NcSPzUyhO%(bO;mx_IqLBsQZRZb?~iaNGsYhR}Jag#@} zJN~iF1s5b2Jf1wg${QU2KkUFM$K0n2wmE(N_0szPFV9D-{3k7ay*%?(yPy45`%lem z;BkBZNj8VqrnW`D=Gp$qH(NX10@_F}el5QJY5(_S{!PD6-v2_xDTd+4EIi zNB@7#{jK+_Iw!l$Bhb*l|0J6SYf}$gzCY{UmyTbPTbS>iV(bUG#rgg(70q?;{$@t+ z_xX8BF#l=CcBk~;FRgFSS2?|tTR*=3-=FjO^Y{Jz z^K^dwufO{7`|5uGdigwm|Np!C^Xq>8`KoXK|NV3Ozjc4#_SpYBKYjiGkGGfp{rR6E zz?+#xgn@y9gJJtz^{}aH7n{yuW?+btVqoB9U|^`o(JwBk%tkXT(_@3pZEB6 zckYWFV%lBr#U!}XPi6$FzjNyNbm{Y}pG?Lf^^aBcmZ&}!b#@9{eP{J)uEkrz6x{Y6 z_^#Zq7_?(@;l&NoYFX*$W;?0mT`;qJ_RZG!j$_F?t7CVkEVn2O|5Rm>{N|yKul$^& zs>#z!-&)=Cd-Fjx%t^I~`$eSUNPI4M@yOm)9E+r;D7w8kwS{e0 z>N(BzGK$QKE7^9ftTU2j+qP;^imhSLhf^1%CpoW3yY_bV9_83vpS5bPejk5py;QdU zzsRvZbi@9vJr~(O$vG{`f2FB3CC}b!fBs z`n_jk?2m=@U)juRCs$fL4((cPChS~(*F-XS4rl9nk9`+d4|<FzrVJ;YF*|xrWfnn&d2>tJs$Qgj^T3od`7$e{?hXWUQ*lUD``yF zrl6kLr@1${uRi^)5ATxCsn>3vtlio#o*U@5URTO|+aiu#?|MG3yMOVv%=9M{yI;HY zt+?>jo>%>JhroVrcqwfroQO& zAD0rjua~c0l$_gfZgE`bd4Cu6Evw`dR^{J(U05HI*bw%=p0oMyqfdqHO1~qY#d6wI zUwS=9eY@Y}+|`TkH41;9{!7cn+AfWEVUx&ize$%?Iv96t-+L-f^IU-Q(b{aEJH9`c z+o`hWu8%gAx}6>TZ{fM?-|j}qFISyu8{nTCx{s&yURONZTA*vXRfMO5O3&u%F1Keci5oozz4tOyHkA* zO1Mq@#VpgrCCc_BD5u?RpE_gJrDs#`Fr@D^&pn{{eTjy}lX)k!g$0~jJChX{9rRim z)mhJIs4_hWTFJKHP{3K^6#_M9s(lK1W`#^*x+(1%ut4c6^E2+6jzb20jFXL+j1CEy ztYqJIoaI!2lS8n?tllp->z=LsZkhl2{*sgNsM&bC`|GX)3=9lnObiU%3=9nMMX5Q( z`g$O8?j-L#CPN;F^+KufJ}Zwf8Lqjp!MTHbN9Xg!GmlJ6KJw*T?~MZr8G_#b=grey z&u_AzOs4qu(wt)kM`CVmZ`Uc?n09Z7rx#Q(0TS*^@Q%>yldNi zivM_i;hOk*SMiqAaxRgtj6c>Lo~7*N9Cfp>!Pxu%**oXCuFRUde$AUd%S}HlJM;Og z!h}Wct_3<@CNA;mE}OF6Zr#m$?`5S(+ zqIy*4$^MCcj0_BsObiVCkn*ZLzbHE?KR+8(V)X{b`X6!-_@jMxZ#K7-5a(0ZMH3`U zlOFuMb^8+U_ltLOH9x$*yG_h+-;WY=l=$F4X}Ubc5z;;Z05q0q|~e3hJT zZPDS4scQ@Fc_h6k->A)XCh_5?TMbJq=BP}*(LAl?T$|8pg{tlUD_T!Ahb&}KSX`~G ze6j0ij>ormi!1E1^QBwV{&48_@JSdr_m+6MmS0y;Y8K<2=eSf!Fi<0QbBWyfbCa&T zzGJ;M*zi>=Z^fZM{Co45YftHvoGI)M+o>jMzF1ItUftnk&e0(upI*2B{@5DL^v)~E zXs7oKm6^3$RF@`QI>c1FATK~X_*o14gPFFgPTDS1`@rq_;Z1Dp!n>uJJ9>Yt>RY$_ zVb2 zr5=AH$FRg&M%4A%LlL#!uZtfk)N=d1bll33DRcjzyyT`6eLjJ@eE$`1EqiHdx3;d| z;v>I7%^LX?&MBH&Potm29Lo7-b}(v^#)PFBuVa2~@>|kyT1ZfzEwg{~%gOasOYPfZ z@4OA)X?os$$6Cb)UtT}rM)l&iQ#Isd**wA(aKG#j&6? zws!J)zrzMR$Ksd1D$O#sC~$bK*Q5RB0C&rg*u~H0C*_yq_ut;+wO}LfRPV*dzI`wL zqq=%~GRqmOblb2>XA${UhpP>fBicCTDVKWq3H@I-wxXErZ4+?XD^v*)6eYUkre55DqyeRS2>S#;vyF_)MEr+J;5 zI~2cYKMeU%)i9-}Ek|2;ugCGsMVpykW-y*UEtS5Dr!-gO#e#2r-d;VNOOCNM%+Ynf zcvRHnZ7|SOuDQ|D8x7;h_{S{{6 z|3i66*$0-R8_vjoE}yUdH(IKaf8pQv)z{W9oqWunx8tGhdV9tIZ$>5&21M(E-O)Fx zk%56>BLf4200ROvFoM`A`N;uA`31%Li3J6qfJN8MDWQ5+hLM4Rhlznf5TpT$8yMF! zFfhP%C+8QXV$<$x-=K4wm4Tr_3KEr2-3$$kzZk&{osx{y+*ExqX^72$f(eJ`yyIqK zxXmocAOX|Oz`(Grk&Odv04U)XXQZZ<6zhX2tfrv1uwVu?Flvb~p|-cs0|32LM`-;h z&V*dXqiaMjB@r5LNr3GHxg1tzqH9La=LpTAQee$Eay_~^=vfJ2j+HbMwu}|v&B_K+ T#L2+PV8_J3&?dvgz`y_iECnn% literal 138352 zcmWIWW@Zs#U|`^2NbFP(V|VmTYGhzw*vP=ZAi%)DkdmJqP?TR#te;p=pjVNbBt>n{f3+aEX zG>M-fE5t*WNOW3=BL>3=D$E&P~oQN(H&M zb)uu+VFLlz^+BogZ}`pXipmsghzR8D^iU|9W}B=0=*XttOLEPs(x-$9730~>eJ_WF zB)$Cq-{$|tl$gMK85I|LnR2}i7H?gX<-Btit9G`i>xmDd9%)MRSM1%Hu_fi2{Z}E) zWAQhI0(w5Ocy919IDLUnVpXHW7mtJNOR6r1vJ1#KvI=Eo3v_Z=rRip5>hYDFn-DX* z$YX1+^j6R5pL;o~=H0h1dwO`2*|e)NO*X=Fig?eMS(V4XJD%(Q?r!aF{_iihNm>j-V;>Q+%IZtY{SJ<-PIb!|aF0 zC5t?~uII<3vCLWAlsK!L=l85shAHYLJ)bj=R}@&~Y~?**apw4h3o@lWtVzdu5BuBi z_WIaxyJn>iM`JwZ`Fy|G7v_50Ao0C*(qTJ7wqJd@3KkVTQ;9nMr+$za%er z2bY}Wbx?S`Xkl{1r{o#!*UxShddR!0>s~A4`=WB6c**r|b5H%# z%M;*ha@?>@ozcMah{s#mHTS!#YU?{g9YO<>cguf^-Q5=cX1Dc^b@6rC73Iy}%RU@V z-1BiE)2gn0$J7@JSDWtHe~{h!$Awql_HJmKzF^9OKRN8VKO3djyX|iC(b&1P)qS5i z&s^1-W}~S$Ltj4MlesSSgQ0F4lR`7MuzMShFf? z&##xW_t*ar`t$X5|N42gtB)It{{J+6ecZo)$6uc*7X9~V_jCRF>VJ=ZumAt&=S;SH zx(_^B=Re{xEMSjq_-!KWe7U5-?da~zIm-mDnarv%wkrEQ%(7JuV-JS)DxFet!HUB>3n0``s9RF_vA`RcX3 zK<&|{3xXmG*Zq9ao%WS^V&fO#B{?(2cd0gJ)Y|HuU|CeN zll97^%C^tuY2Vh)c^6;mw|`U4zW+A&bT^cl=BB?_yHjtF{{5lN{`MnAKWA*RU-ssI z@~OP2)4%<%%)XPe>UnXdTDHv^e*;DJ8pjKQlOyMLKJ0CG($EgdtTmspbkUAC>)K|E z1x#~v{3$+Txw__@&b*wPho|WJ`b*9TRQtxd_~N!Z;m>Xw%7zEsj*E3~WqKmL^G0}B z(MIl%UQ#WytFPbMv&MI(*MaG7_vf`-ik#cBT2XLUzWbqV-;OF>+K_R3eR85!px|r% z1D`zG-iP)ascB~EJ#7*CYxRqFwwHX*t>M3Ykw^d2H?fyeoTpKc-J*&@7{6vRK*+9Vfy^nAs?o6*<>ZZmPIqpw%CR}^YvI(dEDd2rHlX7 zHlN`-_ItuoQ6IC=$L9^)SrsgVi(`42PnzG!QQu-0Q#A4G!^(4a_>5-x1RRo9nY}7w zbx%h0ec_m}7cmp;JdcYfxI8;rt0D8Wz3k-y!?c>WXASkHoZS2IQP{31y`#61H=Pw~ zO__G+Y2PBX&s=(^v#m~9s9b&9+@tHSn~ zU3blW{dM<|-}xL|Ter=dwR-urE#+@MIxHv=H~Dckv*%g$JGR@KuZ5hOx@p^IyQV(5 z?wR++k6*QXxMtVS_%3UwJynxpQkgVkQ>T0LJ!5?*;jgp*_0c~0?Q6E#XH>3B-+HU= zdTwd${jKc#a=%ue3w|gvFKt`=S6h+qlA9v-d>^8BLg;*8YPl45-@1+Ea5?2VtSa=bS6XJ|%Eyy0Eje|-~;fLoUX9Skbx&Md$Gipfgs=Wg-3^*PTSnH!ehG2ZR(>NfAghaYd__y2uYU-SRC z|NOciSO5Qc_S(Mw|L*wzAKT^seTuL9Jo|n9|KtAmYrg)yU-Nsqe|_Em_y|Gz;>?*6}JSNr#EeEs*=Uta6~e>nf&m;Cxa4bm`Q5(e*Wu$Y>}!5cumAC7z5Sk=U%y`8|NE=rKmY&V zxAXV^e15(}M?|5ok%`zHSN^YR~G`~QFZEPrZ$&F{DWf7m>FTs!CX^Y7mbUp=4x z>FV$Q-{t4m$$Wgj{CoMA|22Ddoc~|3_s4nrpP%dheUj?$w?F=U`%nG&+W#+~-d_Lz z_xyh!4$I$H|NC|QzYj0t_y797zW&GZ{Qtjxy?T24*z{vUt5>_^6%1`&&%!W|18hn_iKLqzZw6FlX>iW zC)P_PcO@^meV^x~Ov=B^36^}5j_;q@J3qee*U#2H9YLSgsyq)}W8b^!(CUc)YCG%Y zUVeMZ|5dDA^Z!io$?NvZ{J8D8`2Y3E`~Li``PXi6Cgo4X&rgq8>+k&k{r5+Ee`4GJ z`24g#MrVG^H!u5RbmB{@z=pT>h9|@yUkaHffB$lR-5=jSKWz8ae?1&t|NHj)eScrC z-}n2+%k%r!|G&S&{@=9vKm7Lp+FytNs-1WLZⅈoIn3Q^Z&cs|Nq}Vqx=82+yDLf zS@HAy`XBH9*8jcy+s6LSTl>Gi=hy$9Eq_n_-=FpSfByBi-}3i|^XcRKwRW%m9lyV9 z&!2DR|34Z(W1VT^cm9m*Ov9(?Y3jvyKYielP1$r?AnxK% z^?x>=-=Fp6`K#^qKfe53|8D-j$A3RR)t~>*!L8ztiPNuE!FTijeL5_E^8DZH^Xv5f zA3Fc{?)CbgkHh~T|Ms$decjjo`+tAW|NrHAy>j!Py%JCM*M7e`fB*l}+wcE>`MCM% z{@Snl@tf^i>ID}6`Od%l-+Pz3FK2&W^r_oYWgm5--|W46`*ZofXMeB1{MCAD{hztN z{$!u1Yd!WlT;sn*=+B*t&cDjFSF~5odw89-)8JUF(C#@;Cmiui(>yFwrx`!-)N9?| z^H-Qxe)9QqeZKJjL-#JXz%gJS143yt-DQTa7->&mhitB+ZX*i6+eMP|Bv4B z8&4(LRs4)j=gvJO_(OE1&D7`$TmB`B%v`gYU9PwZR81VN3HcQ#qND&Ub*6|!d6G6Eagsf&k)ZoavztReUW9n$n2p? zmh{Jd%Zz3hn_CKkTPG&VOtLts^Zs7T_s?GU&YMhiu$|C#t0zcWWs%vWipefhU0w_N z-||^!CY&W~_jJ3bT&_x?yV9Pmu|n-Cek#j^_HW-aN!;3Bv(8OXbnVO~rXDWYDj(H4 zwK}gU&s#GyHal<FuwnX_>t$??6(89*_C*sTJ%&fwR%W zRy_8%wL4H_4O5AiB_gm@_D zORbd3jC~ThI3;^Zz~Yi_In}pVoj5skd``?q87< zv%TavQ{llxzf%yqZYo=At6!S>IRD+WlE`Z(<|=%g|_YDhUZ%J;NaPMW2{Zj;W^miV3 zIg#(2r+9i(gZnPa>?K)CN++iGzj-&uqrz{ajr!bqoJ`Bzt?XVy0%OaOuWakz#7Mbt)%bT3C{_pydRC& zs*k?T?U~q-uwY`|C6F7YUh}x>@mlG;)Xh|@i6(QCX8T$B3A6CI7fp%nFUok5BD_@f z@NuckE0(&!Up(AjEzvf0JfM7crD>4qrCldByO*u@Qwduhv3l~EBl;|jhbQt~t6Jo& ztUh~%K)=VWd8Y)#{|oTgT)H_+;lV_{>+tZ4Qx94neCE36w5Q^|cQ~2kvxO{8iiA>P z*e-PJc~lwas2sa-^0^xz=beB$Pg~&aw7H(A{S4F6XD)=q)r1uj-Tce~XFe2?I(TaB zl!}*A6Avz4lWgX=$X%-PGQ?MMs<#)n$Q|Wxc*}j|Gsnb=swM6>ziPC*`I%ibaIjU1 z(EBN-ta9+c;w83DEH;x)%!WkPw-fO~zDZ?mt`}283%{I*5YsjOvTmZYvbv+#pKZtP zUCEtSbmc^ZbgoXHS(v-@>BYTYFCJsc+?|@fJ2icqo7J{AI=?@1J31)u^^5W^0fpgH z={1$A5pl;<>t3r%R4hq0b3C9dyBQvaXU?glJ(t+Lx$h=RW522FW{3*|PyX0=Ea}^Z zL&sHEGY7bJ1uqX$%abLTW3an~EWquh7wa5MM-6GqW> z&M+;VXV-&?Aloj3oKYl{GE?2cR%v}jQmV^Z$DaPKCGtjV?x@l-VdB)u2Gv|yH z_6x9>Tr!M?cuRE8_U44j$j7tmL6K}YTLEM!Jd)GWg*F%W+>A_nA>MT0AKJhtcb&S9A; zyd~#b*L0Hu)9dbT+MIV2lrT<19k<=}w(jl;)8;0h*4vdTtRmNIvgvgvpY18n33C$K zyTY5MX2w2X%e=d(JMSh-r(EU}U*%BcwcR$=Q*!!+szQ=Z|6?jW*Jo0s&T%J2f1(&VJ*m&Jib~&KjxhE5rC8x!DobH=GecK}OG>{W5<}GiSr0XQC>t0Or6}WKX#+So4zA{g2ee=sP=v(fd zquPI2n0tGA?R)0h_pG(=*=yf(*8a_u*f&#RZ~T)tOckHmAJ4%g^>WHubt{viO`UC` zVse5y{jYVmDK|B`TcrxK*j&<#hI%b!`5UL8vOChr+D18}-B zvxG&vUqa0Gk}fEg^KQaod3UP#rA?2Io>}{%^(IT>GZUs%dA{q&}KOH9bw$D5zVKTy_y7J&6l#ek}hq ztmKRuhfMzyjootK65dO)?0`~)+_f3!HI3`$F-SnFDN#1d{FGGfA-pmh3ZzEL3!poZuxIW)caVr znq6AAYDqPy+_(!bH~y7fTawPdVd2(|i??oEx^?67ts7Tv-MHHHb~=msMfHf2sXelj z5-%zzr)MW;XD8=pCl_ZYmuK%z=Px@icZ2Qv#&rH&>Df=#O`NOnVB))*Ig1RBcDJo( zIsLk%dwM1(o7~HJpg8-Eh_lV?mo`7%`}X#N>TPcCSURU?nigd|Q8~eK{cPM#?RgKr z{bxVupgeaoCzI66IncVubW`y+hoWx+#oxew`{I$`ycS%L8pXvX=WE?fD2{4sbla6C z%wlrM6qhyz)lz+8f8~IiTu6>Sgc7uNvx(pDZ3d?0C}~dx|IBeODSkNS6&< zS2aY}j$b9xC1Tv@<)!{pEPNCtc$Zyx^e(Yo;h$r}e9(9dBQk zvzX_EKByc!b4^$llr;}G@o!i9-J>Jy;sMIhX`mc!2n~_yl;dwE9(l7v`MBAshCfaM zA3WBdy|!4UYRY5<%kw`rx+Q(v?eS4b_aLZJ0p;2m(9pNtl>E&j>6=9Iw-w1|j*qt2 z*`8YGZV4(s@+AE>b53g)%Ga#KQgr`M>{UrS{`&514dzeWjt?qQY&Kr3NLl>xjGNKL z4Gw42BI5GAdv3BY_xC(Elj6@anRh3{X4l1vvcUGSv4)?m^bPX zamRPKzHd%=F!9_?7RLUPbI`J1?xtn6ie+_=W%U)yXyx*zCod+(%~?BfvaiVl<=-4; zA}j9kgTgW$6qc6ouzdbz;*&QO8TZ}hZZ?Is`JU&P1xh|t^JtpNviqhTsF*{^qCX#A zD?2yOPK{XnP-j!y_NZ#uuc z(fszt^LtLyk>irD10i+iCcT2HBXNaM4;f#9>X>t&y0ds2tnNH_Q~2b~LiSI&mn>&1 z6j)r!-V80V3=XdnY3E;OKnvrXn?AHpFMvjt7+IZocVqndkNoVV(8cqxa}I z8GP_~4sL#=!y6KFY$wi6?*sQ+SY_@`7dUne76ALF!R!D7{d*jAzFIBs1KM%5XOM!Ce1rJybT{AIu zvwG0xxOCc`q(3p2MQKopaqf!5oQ%=qKR9F&k7k#=;B7va|C%&dy6Z zI}cPEfJ(S^H>E5&jUN76^hWf&^PRM(js_RN%_BE>qpJ7K4BLq_WZ%c$Q=IEe&cN3)bHrZ|S-A(D2Ha&hExh--#sJId` zy#)5wWiIcmo7!;?jxAw7xX5j@-%XZIDR}cEdrD5PP?pK@DSugCWr9+MgK{URb@b`q zRQqMhPEVs}J`Oi+YIO6=ZsEv)_gB_TjNOzTwCQ=oru3c5ez`*Gm)??-X~Mm%^LDsx z*s~_v#!^Y5Vo5M4EapO;xY@nz)I85qeew*qb(Ft!yS)Ro)BV7qaW_EuQ`d9JbsYjc zCYMxaD=e6(2d$MNm3OC{Uy^cM`M25YNoyxsJ31)GZZa(rO4;}Dq+sRI;-=ldIN79L zPVg1D;L#3^;WZOwH>C@0dM>dkeXkxUKOR^<%Z1POqUQvggUxC2oMuy4&019?Dwa5d zoF|KL-idjhC;G~_(-erR#b+F3TSC#@$}yYz8Xpr>DLS z1a}pA=7+CmIlc72XL(R9HUX3fVNQI5aH8xcSnhAnF}rB-Fw*R{adq2mu%1aEJ=3Ay zdV>gcP!Ond)U0_q3Ebr4P@TQ^QDtN3O;Bz;3CfM$(A;<_W25&sC$F*^mDk%|O!A%Z zW8<=kvEWXk$e)npe67@q6IRkX8CyVdD-Z>S+sSJh3*A0upZ&)A>*q)NEO6w{Rrq*% zmfX`6{poKW_-`;eU)X!NIq@P!m&NZUsQET=&Fw|d*oXEaBp;kKVL5$y$1(0Lp!U%z zQ2Qtt>dbE^AiDN_%boc1N2|ieHy-_)UI&7k&o;aT!nz0BqMNRQ^_>RkgEiE@oyfb% zoq4m+@#VG&Ur%3DzPkxjmV?{Dr@8oJlJm9B7B)`>H3vX4QlJ(xxZX6~6#dO9sx0Qk zR^45x!Yn3}7Qd;Q;@n>(q{43=!RonT)18Dsv%`zrL6SC?bm2wz_BX9t-l%SSW*LEnUezbSo&^xxE?`-@%#`ZYZXN(eMNcxua$w>;oR1V+nQ zeA1@rGd79Og{CPBnU_<}s!18mlbv|nex2$%##&GMK9CZ&SDp{|6m#3oZrJ zf>VV?Sa!8JogE*2rg9g>C~!vL>sSS#@w`Z@HPxjf6nuSa4dL1Wk)3Ugp-R^$Qe&a&C%W zH9VQ{uBTH^@=T(Edh#(-y9bY^?t7Ej6K^Wl)9qwyd`IJ$%Tk_aXA@Q(++ruZ#cN*} z=T@)6jYrE8_y76+z1_Fr-A6C|yJj=)&UkHb%u;glXI?Ysw3x{Dh(GdEm^YSuOXKNUdU*T6 zkmk%D}=$OUsgEDNzMrkn#>xF)8IxbqI_V|Lf>@msa zxR)k*FxOT70l7|L|Au$$3;muPv)FBTF3~`J?rXCHN=(O|Ch8h$81Nmvv~-T4#fQYu(XYSWsOT+7>&zzGG@lG$cx?a)zd!J-@p7)<`pBBh;EWK=* z9H1k6o_Cp)&ue2x9qR@43pB!fUWi{4^>#05zA4$9^s>+Ixs*^Q@0*>I&5OF0M*lMY z?49&-R-QpV%&NIpKvubZ1zELu*TFYEjvGrNmlyMD+q|D!xU^?tbpYRyOQmxSHKx6L z4byY?21rlXH}2Q-cE47A%(hv&SeC8$(#}&n)-Mh8&S&qr`}ClNi1+uhV+$g7?SO>d zyrW)qCH^YA_WO$-^>Qn{erB%Whou3=?FZ-d%>1}btnF#^A%CYsjo~L(ylY`xZvu~A z)%&Ym_IL%{-JcM!(pisl@ac%I_3llQ{~ zt7E)}Te2tJtWcO1co)gGN-^!mn^N*SQ64+_T*7ccglet%zfVUi%(<8p8|k-Rzgtm`)28+YP89EcJ{0X_bQG}J%Ql!Rvb{eYkR+7tM$VGoyEI_*^V0R+MNas z{oU1RcWs@^&oA+9j&Li#4k|THzj&9kE>p=}=hEfNJ>GvL*pnphf)dC@cmlb9*ZB3j zLj4VI5AAXXn`qD3`)=LL$%ex3>|El%?RiwY3gpB$ASc4YHj!-o0U6xLX-0 zN2HXWozpY(#H5sOo2Cox7qgdWj{~K}7gJ$r@xj#iyT+^E6=v^xduW&7=@sv)=G>Kd zZU8E&z15N?zM9uo@$}(A3sCB8aopJRYTZmwX13`L{qrg=qO^Z^d#?C3>x9f_c?QsqfeOSQo*5zFV04dp>$l<0zqJzU?1lOEf^>l# z0nr6>;_?G!iLvW@u7WKCh4ooeogFu&9)9Bb-e51$o&*YgP{u}-1l+6NeGEEQmKX~T zT~Lu8c=u*Zu-fx?Pr43SJ-!uq2wS0ZXjSzer+u*z;W~?VWv8WsOCGc9GafNl#Yuku z+0iQB>Q<%?N&{V~De#n^{{7IV>OJ1YyEm+hFlxQuTUeGn=Wv3bRk+s^neH`Z^V4Fc z_*jUXe(??z)$brt&9d>&ySRw*{?o48xPL$0e?t7&1HscblHDLhPnEq$qFn0gN0%AA zH)15?^o?x$ck{2=eY|~tj`%g}Btf>m2uSjpG5Oq7ZX5T`!pc*H&u_Coc35-p#k&^9 zjqnO4Ni}|r%aJbs-#7HuXirOd#|FyUlg@ZPmva9T=CPw_wt=|;-w}*5M8U)Hsy9l_a6>(AIa^^iH{p2+$uojNDDkP+rKxqey?~0(RcVgxV}AR zp`QH7;Gpwf3G*c)@;`nh$aJMn0oQ1i@EWaBKBBT;Iy7JW+iCa3;>R9XP7A!p+59}h ztunp%q32KS$6k?-fAz6HbG?~Fs|oWRH97^(1A8E;*->Zz9{x3Z_yg{-2Q7C*xWmsXT(ZDYtUBL&)<>Ds8tDtt3a_D_)+Ri)eRp(IY{d5tkjEdmFATf~DqGd6Z*7`xyScbrc@IA*AgfZL0r~9a z>WlpEmAT(Dw|u|I0d?O8FJtw&um6g0+i`M+=Ox#?y4hS5xaK0qd(1Q-UP8IlDK!6FklF9-jJ3wRgCyJp5#kl&c`qmD&PMAr=cC-{Y&G8cAGq^*yli zVEvzWcAMVWIhD(&>enao%uABI8{1zDYKNRMwhNtFFkk*`%kl`fa{1nOpi~H}Km|^} zf2aKV-N)^vpwed(a_Mt!N37AqPc}!M2it;5$cLb+Q1Bk4giPP4X1~W@XHUPtJ#|pV zJ#qfEHQi+Ms&^BEh z`N4qd)u-(yf+ zk5K{GZG30vSUw+=2CS1mbbuODb9!c~?O{3__ic~MyMtI02~3ZlgiQh>jhNT0(|Y)6 z!sET|I0KS%*Y6atpWMo?Lqb335Vuv!Y3C@zWXZd=M!Ud8)ow^pbw25AUHSY-khjin zD&B9vX2)p?>-l_Y%1+~$zFc&EtiOdow%IQ0LrG+WKU9c)=3G_ISJQRS1~`bqW}8W?T}1kdoItQ-SGO! z88)JOmQN@+Y;a!gnh$rS9K%*I&20U?L-JTz;@!#R z%6ndet9ej^UoQWn^n2~cr)E8#_!fH+viXBt{)*drYpRbJ9oj9IZhp)X)I(GKBq4j~ z>7HY91j*Bnp>_t=NshUfBnz{P==a^5bt9p9C2b3L6~ zpaHJrP^*fxr?z>oz}4r;JCe=vt!|aq&zziL`FN_+w@uem8%s}unz$c8OrUmaC= z+Vs%E@RJ|7B)@nWLA&n{rry6Re(mmKKdFiUArTrt>EY12G;F$f_z6&bAY4H z{@wa(b|2Sw0Tp&2xet>sym&XuQgZW|idX02zHNGNE&>#k7`+AV)9*f-q#$|=Z;Thu zoNRd6>)f4_r{mOectM(8fx>?Uyce|o9rx;Y+#%mx!yw^b3Jw2HJ=HEkdit6V8Becx z*NxJZ1hvC!6R*}bzS<{ob*{k;sh(Hsj)T+HUA3YkN>^(W)*d9FM`PN?d$3A|+ip&0 z!FzVInpffv19X(Z1>+`o6KV7BLz}8&5_f_cb09hYjXiHb{ie^n>+OYg?nh)Btooe< z8e<5DjWNvI8};|qzD=*>!k^@cU;Er;P;lT9y!dEN&>tDHR=*Rn#eRWj~h zK!X$avjn&$MZArylLK@t&w0id#})3het3$>`yXhWYm%avk;XJwf5uVAe)oEv-N&U* zg9{Oza&;a#h&#`Po>;u#W_9#&p6BmC4LOVsulDJ8h5FOp9@-_}dd$uk-kz8mR@27! zuxQptNh@61KJu6D-Vk?8iD%C4>@?`m3$OW}0FNDecs?FX$6gvwE&VRK>vtB&gDRsD=vq4Q%P*R*JuW0$m`Au zulR2@-LE&v_jJeE8sE`A=CU3>g1X0RUpVL9Qyz*5|^D*BM;9)7? zonC%yL4?(AX=s&JR`%Z^aLtUn`fG~YQVq(FJrMLxFK@Pd8N)f<%s}tHSj8{Z#{oKX z?}El4-#`aLlWyMp%j~)_scip-cOc~;P5JNhK-~)e3TMT~Z6OaX`t&$&EGbLp=~}vZ zHxBoK+67BDThGmI^0kYToIYLCF5vw^3lZEd)Sh-P^_T>#ikZr2#+(=5##pmv8)@YiZx{IJm>+d|~D{P-*(^9cY-e+#E9A zxbe-qe~pVGHtvp(2-mrL7u<|qy4!kgc7km8moGf`WwuHe1A-(n4ZN)l=8Y50>VClbj1>D=85W7*O*nGy_1ioVnB2G+U zd}mjcddI?txy$t!^G5WdWB(rYuzQb7|Got!jM_8_W?65@c&%`q(5C5o*L_$b3`)Nh zp!5svW2sdkr`f6Z?77wfZMzQSw0*-@^;qpwfA-5v=6i^J#N+(oNgEji7wl02;FZHKEU(oH6NP=H4%B zm$uGHfR3Z0j$H|_e#g108Z_7m9wPva%FNE5kzg!vZ0c>1@~_y3chtk~3Wt182`NAH z090L7K?XtQJ<>m`{kUjma$cnY-%-%;4(gx~M3+kTPwr%p#Op#nP|k8b_PV9z^kdz} zn$rUBPDZKtkjGFL@5+95PQv0Sq=R)#^j*U;{c6oZQ@4)46IpY%Rd zDemay37{gw^BHKcysuc|@tmHMmpi)MIn9?ahN}u=89{w9FS4ZndK|P)K@3oCIkfg` z&*{Sf5AJ~5Vc<3g@}TnOS90t3=7Acf$YW&UHb<3Wb}ro^_5svXJOLgPdIRrmf<|lm zpRc{$`u9`(6HtIC?|!`#93bzP`~3(!G41H#uSdWIJ$eOQop#gKx$OM0qVhuz+!s!~ z`!%NB@Z8B6HPQt;tsma|d-&Zs3jxd_sCkj){kw1EieIx$dKsI>1Fyig|M32NYR4X* z4Yh)g12Bhns?#3YI#-+rRV8;5%8o6FaH~i!_N{DCHEz+~&UpQYA>R?BL)M8PosjN? zqmKQabg_HJE#GyVzjuR%%abG@#u}?9U#mR8EcWtUrqcWt=$JC7u7S(~R6xd*?|d%> zH{2rLf|~a)re3^zGbZ`q)`%AE?GtN+r0&{Eqm1&VZ|u5%m;3cQ$z9ckyQ~u*G%P)S zvlo)6GTk+7yoo-WnnH+i2K zJhPIVd|fbqo%)>*@8a)BbQfaOC{NqJA39Xs_#rOkMV;XcPywsFC;Qow;=5`wwq85_ z{F}+SeU%X3QOxiV7rV#Z^1bPzrJZ?$VL{*0nV>;R!FxAjE;odiaD?Y^+kEaWQkaI( z57WMaT75bpi2Mv!v;<^J8jDOs~{iF*aay`!LLH(pJr;xiYt*zfB=5FVHEw`bE6)_ex)jdf1MAP>@$F|-C zH^Pv|Xr4u`ImrK>nfra=+b3m-wxBr}K{fY{UqCYtUrg6?ce(BeT2>MI+Ht4GwFIm~ zAX_KjZvAS<$;mvw1>Ae|e72<6_lFDDv8j6=OlFqA*1wgHsE}9K!+)%+{Olb`=H(Hy zEJ1UyKHtjI^{ZQD1HpcK2kI8U#&$rHBh0Vg75c9Ll~|y;3{c_+4g2j&%udj+_WHmg z3#yY~Qxf17PQ}yo?~SS7cL-$e-VpzW)L3okN*?&sXs1Fu3ReP2e=@ zc&o+4rF{y_NcnycqoA|f@CKyGV;0-S6t4Zopc$s!X`nIl9m{pA^A8L4=YV6aOq~aH zsJ$`u`;RN%z%6yqIQ+cbrwjR#=S()7c{kW&N1`JCUnOh_X=Tal4ug99 ze&%~z+Y3@b!2yh#bZUNV$Aux%|T2{h;YAXt7$JUfe7EuGe+PB(8gFPFaA4KtOSZIy@=o zUjRz|pd1P=vt~>-JlvJN@y2Pn1n#w<8Cg)TV6PFZSFq>P;om0?{pNUBYjSP3Fq=O} z-^{}^UZ?o{tf@BcaQ#;9uWI-GjpK1<^f8Io%RkIJeZMFEiq*cq?`E&B3+diz_V>(I zdFPzEAl@LGg&zdeKs^(-Vgt3ttP@k5zV-g;{QXn^w#l8aklr5lRe$IFRJ}UE@oJCA zdhmP~%hf+3_M1fPox0?EML$5s&_zyre9T!_c;va5(7Gp@_cDJjkm*QWQUPiSb-`Og zUGkA#{po7p_zXKB%+?>_)&=U-NUrPNcWL_GLx&H6bCZz2#FtYVA0gxQA5Q6iRM!6Z zvGVrq*3!L3UN(srw38Y4fab52+bX_oy3QH?SCDV7krPNl`3R)mI;d@bq+jPqzrZ7R zq16Yqm5+eZPE~44h1qqdZ-ojmCz%CLb9`JZ_y{yAr5I-nno+J4%l_p2=ZI6yp2FhY z8}2cJ2f-Mjt;v(iCbFE~t|_-!zK40e+Tz2)Y)I&~ zv=_pMite(-xH#{yIe7gM`{RH$DIK8t30`rXe*Z!E^#|dSAD(6J#g9E;JpJNB)jIG5 zlxD>%za4veZb)&oCrQfAGtiiJ@gZaYSYg`zhw9fJs=xR!Ip>Xj&p~C740!(EDQ`_e z{#&ynd&}iYEIyoi@c}eS%?FLJ^?&&6H}cs#w$Jb3TMvrs9>?`PeCMB4*()Ds7JK=+ z^NsakP&?xTD3!uAZT!RfK{%R0UcU)6n0311+$wODaEz(K?7GQAzsQ!;uO;Slf+ux! z8bJ9Sw%`D?44^agJLjt3DIw6FC}=5w*>xAQ8ugf+z7 zrdKbd1*L4`^=E3~Q?uiz?f6eMMu18W)S{&`_4|$~Mc_Gw6Yp9M7MCmU&VH71hUItS zzDv{3zB5#j0Trc(7KFQ%K~rLQUD^DIvi|*RZnyrO!?eDqHr-^iG268ZFADvB&AMrP zoHKk{X{&V^XbSHpX!w01bS64|W19W$^E$izC)`b+xiemZnH^C^%=vJP>(JhM-D9zN zoa{+wL49-dM#?pwyMMW_{Z_eh22xB+vV0lid@Q|BSa1DLHu=^TXUyKs?(=JQpTBT7 z{pRU-o@aRmyAR6rIBvYL>l@>K5urR8b){(+@1|o+vHu3m=j`D*Px(p>2XWY z4BnH(L%SDon)9SgkH$Lt0U9T@JXV&tcQR-Q-Dt*p$jTDc$E>p7uALGv=LW4~0gb3# z&|VB3Z$7BKALPX2)@Qea7TQSPjWq^!%?;G&uIAaHF|*+P^LNG}Iw0FH<_Kn%ewW8|rt_BV5onN#2c5+2YIo=(dUUm>+YQDN|L-=3mQmAxbb|FZe4kNM0x-IwYOWp9#P_%lk^fi z;tZNtmin+P<4~<#`F_`p9PCND*wRQCbkt`OcxF<>+em$GwwGjIL`${($s^XGob8w+ z@L=npBk(2VXF;o@K$YaF>_1B@Q)A+;vBYz6wu1&vLFEWEB`Zt=56X(ac-Q^rj(*Qc z(7=!>xEz^!hv{rw*{sKxH_C%rZP-Rhxl_Koro9sfEhXZQa4Q3q;8WLpRF3ddT^Cnp zz_-_ElXW7fM+=FygWC4H^>ub1x4#0a{aZll&q;hab>dylx}R=#9G-sr?~48KJ7FPk z8l$nXZ^N5?4rTEv&%ld`V9lXynU8i{hn`k;-j|gJHJLF+1-VbZ`?v}``ve;8gbiBs zJ+W52`M$P^-2=Sx0HyPR6dbVD1Y}14ly;nk%AMcy9gf{dDEWRAV=8FhhIew;r{;)X zvpo)4S zpS}atLeSQ6&bo;@zBozP6hR!=eYLIc_DP+-%h?Q)fCS;LvpWpM9^N~@;loLF z(3mX7+^hEMcZJ8BK!Zk-=OeGeCsAt-gJ#wa3+&%#1DboqNF(9b?mj-NdAqgL|1M|& z5;SRr-q>mV^5ypEJLkZI1DJ^f8XAZJ;CJVqNuBJ=ZqYWckbB)+1j>D&mI%~el|rxo zem^Vv8Z-`BzJEhs1Y5EBjJbw^I-n62&~B}JB;)T8;^rxTkkz+XtokQH2VoWG`j~hG>f9^Ls{rC-tC%lTS4VqNhN4- z_B3R0_F3ebC)2;XocjGcBydg26mZuRx^yhNDfr( z9Mq@U3t9>AVyX;emiM`IPWI^?oA@^Hn`22J{O>zkzq35F1&u)zyz`T=fXzjpVk!^1 z@ZHSuR5fUn5M%I2UF_cD(0))pd&&A9)LaEELNZEgbicI!()MXWb?TtT8K`g!cY_U> zhSxy{Oi#Xe2kBdY)?DPQ>+E!``ZeKE<6F=G97Z0S7g6qi;qK(P4|xWVL@#-F?pf1A zw{CO>uq>59@T}kZayW}qZ>9rs~q0Fy?njj!ulQ)7^ zi7YLjWjF(rxItrEm!;n4)uqN%+DkWhUjQx7#3*z?t0F!>D@%;sn8Ll^Sgkpt>geu+ zbH13aXO%m5WQWniZQG_WZ|uRQtztP?+n33qyr8i@aAVHq!LPtWQwv)~-=pg~vpM1> zczq_zUE9ePvPYG8YDBWq(s^VyniOB!*~Y2=V#D`sJRfv2jx|Qy1f>s*m1fufgDNJ_ z^0oyLlWsyA;)lDkr8%ZgH#%_A`XOd#hW|aN`8fG*S>oP)Cs3~&-U)ij)SsRdqsMJC zxv3B|4h1UdkX8cNZvHS&aZkGBRd5Rzl;@TAY~Go6gZJ0e!c>m}c@u0)zpB%o+P=HL z88olCcn_#^2U=KWcAew=sp{02oo6?^l)|O!p7tJyE@8HPqOTx>5S0=Ih0G7z8lSL% zTB?`pe+ z>;Dij1ysIatb+puhI8e4kUfx&1!(Qu)Xp01la#1 zj4^N8+WLJ*MGrvdaBJ9cV~^;2NLT#2!Gl|Dhc>z= z7-3sy09w{i`MNCeuD{db-H=oWwyH3f`QfSOqGv$$dN-)a0$LRYZ&K~u@J^2V9H8CN?%Zu3DSA=P(QD5M*H!xO~-QQ$d%X#piVB>besOTTbpoquS2;!$aU7q4m!5y z5)IVnYTtdZQl#f}YDc)Yd=K+RHc+qg2z(5rV`|MtAwlhV5Ar}uTQi@XlQ;n#C^dP! znfb=)xNDq7Vh=B@PN`@Gt$~M*-NQyo_nrVR69)C?phNyY-Hs$h@42rAS}Rp+fKdeV zui4Fi;VwJK4M&Z{_CP0}G7m20Z8@FXcRwCu&5Mt~Y4E@?bIbRGp!G&b6Y;nEh4j`l zuluBob?IS5MgQ~d-~lV75phw_3ZSVr=PLSATfQH}7)H0-@ImhVl{=udx^+8N9R&3@ z4bOQVj|{uBqp={>vvBrr&~jGL=pO2v|A9ll86MUe9NL`*n!4@z09vVWxhq@x#_4&} ze>l7W4GDsLycg8d057NC^J(|*1G|1R+^sbLHR?fwIIqM4hyw}A`PJh1TfTkGMKKqGX)i(S$L4gmN zDgo6ei+69{*(SN$`k~!>yDrcMf__k^3bY;&Hi=RGePZc%!Ck*KtiOY1?-s*m?@|vw zUEFf|vdr}~?0rV}Yj+>l&br-N3hGNCHZv3+ox6kc`@g^rY4BoVjO5$DW_SOEyY8UK z+%GD{eeWx10;6P|OJ102%)GWA34P#V9z0cuv~vP9s-4pTPK&#svoq!C#k^0N_#S%g zddMn^b?w{4*6)Icerq^`{gr$Wy6`GgZO_UH1(i{cgl>VX!c2-M4praDhpf{DWfxE( z1)1XFzQ-9J)McG&hox3g+rP(u&7S^%d+Lk#WIsD6v18F<=)lwW`;tGxJa#O+vtf@g z-;r6M71I$ExoL+Lo{jG!(HIX|&3J&2Ik-chx~*pVSPl_dpHwe|y&I zcC_9p*!@ts8f%tOzjjys#kJ5iyQww*lF%-m}u0T!9WLI#*G{?kQ!UkM_s3$)YobPck?wir^*;Bv+ z1@i~cmPYZP zNuXsi>I*mCi#=azv~17($&b|)Bj4{!yCd1%%bp~OG8(EdZT?;LX?N96yqi4nu4!>P zY}J&u{Bt0^C?6dx8f z1#blHfdKEM!f2VEuLG5<;N@emSsghcJ#V#`$TXXyNirQ%(HFSitWCRF+xEsz`Zd^% z;GyF=J(bs4`6HgBp4Zg7Sp{+<#)#EB9?KPSP9#jr0*lJyU^Nr&L ztcwASSHCk3`3`dUL4K#?t-Ix(gLcf7Di=;EsFZlzECuSu^?)||fVSU&7R&euoL>J9 zq04b&&+%1R;9X^vM_-?Rv-U3Ao&4T{7gGhnqZ=2YDKSljl(?(~Vjha~gtz-QIyaFIj(i^-#Eb4@~(>B&WK7Mz4 zpV&#CoNMr6>cl&c2IhmQ^Y5fjyOZwmZu7)Drr^N~kmSvn)Pw9N1=rmPidp{^G%98S z8fSJZhK$P3I~w)p*}e_WEYxFyyAPKKwB<8c)^+?4?;if^*XXzbk}e3HLs^aHc{;b zZ=yOWWPj-C*S7P&m9T7(0gZryMi?i7c2(Y;Yfy1u5@b`tJ^qM_+u{$~_8jv+!!C<$ zu44U~-N&n6ZsUGEH%XA~sL{7F=<48O(J?7sPwm*l!>Q*8@*hU~VEvli>o435Pu>b0 zsRb=@p1oS<#$C?vOA`Niuy+u&U%&hKu?E~c2-^)=5 zpurZDO%U;s<^8usbHIsf8b~8#letS-bh3W6T)|HbY^&3LpW0OY$88^I_owT(62|qQ zf%d}*e!phro8P%Lcker+WI0uA6Z-Ly!!`<-_?mEpojn%qR4cbB5xW#q^PEGu2c6_;-jfD8#s0=pQlbR)R-3c4w{gq!ghS_F07mx zyl3mYLXBzXKn?qnGWftB+>zfqKx;`sQ#U1L%Zq(k&5kC;#Cf@GEGYvIGS0n=G|0Fa zJjnQ_E-`lF7d2z}M!O=Z1YNPmUUJ5DBCp zXi4$fg4J5JH(v)mDs?)xFx+alG27ltH=(-rYy$Zz?&zDk#Jl>fAcyA}w12GfJ2u7S z;J%0+>1#~ipM$mx-32e!eFq=gy$c@OE#JT49iumBeWl!nFGXO>4%UT(h6%FowEh7d zl8|10Y(Y3|W$?VcUUg;uD!cdli|+L@0_~F716kvK=Hv{)`3%1C-*}?W*-Eg-se)Ez zVodZqmi=$~+7}KToAd(B(0LR%D?UDzEAwdW*D085RPA@GPrLj0nk}T1E4zLMnmDwK z?=YU-F)1u!ijO6h*{^vKW&N)ofZL8UL3P>Q(>gW_kFVE7sYs&eZQL zH*Fp-)4QVQhW&7rVDD(tb%S6Ky38~?Y#$&Aceb? zrWf~0PCp}{r=NYN_#J4(1fy1(7g5>|9!R$5{F+qW3>ww}O;8->HSof1t7~rH;Hu@sGj|pc@+C3|B+4AHv4aYb#2-WZnlF8 zH_60MqsN~noe(^I;vJ~f>j>UA0NRty0@^|!QRYA4?&LFf^m{tLKR1A_Rl06+H1*B; z9_`eo=W{^&ol%P4^GT`ucc)*wD_rs&G&S7-+M)|y5x;p-D=&+;cH~qaiw|0$rHc=y z!uD|=T>YeaYDf4-rMIAA43*+^9+?f`HEBJO58_US|C)4dr$decmVvRGwwvF~Q{0_C z6EeGRoeY{a-MsTd-_P)4Pb-gcgIgXL)0>c8{?gzGUJ!9C3$z#G{6$H5!G z)3zAL-@%o+8?=*V#k-b+!aB(tcgsCb@%i^>MTh|RPDRxln;Hu>rcDGdhrJ1H zXeRvxxlrzV;!V9b)6bs*AG2^1R0V>M71(uDlzV-T_D+!#??A)d*xdQ!&*Qg;b|rxl zBPazc@7}y~8V^73g7>*v%5@@AH*KXcdKAW|-xXS42Tc{XqHN0E_wW?kq1w6!;$5jJ z-*ZyHEl1dTj)=N4P*UiWMc)lNGYindq*844kDGfpyphZQe^+l!d7rC< zK(~PcXsaA(K;z`Az;E~36z!Z}9JCNvEpZpy=Bd10Zx2wp#$?sNpNl$tRfYA|C-33<4{AkV z?9tWN*(1*J{%FK|cpLfyXq{fpyK_7CtTSG76tuh#hbC9H&*H}(Om_n9%>%EQ&OB&c z!ZDqDr*nG&miYqEU~;}0WOd8ESa2&JG-0rewX8fnX5Iowj~ZicnVb84Vdrh|pz8-e z37bmuYvBIeoDV`K)i+<8Bp)?`tUCsUFQlh>P<#Jw&;W1Hd+;*O-Dd>AJJ&!9&px#5 z2>-Qdx`_PcAD}U4P+|;+EiRh3SL)9jyA5yR6n682N6OA^_<}f4Cs9r{M$WB=w}p8l z8z?zqjG*e>y{orI8>N4HZpm(AJzvS|W&#BandyQ?dSic9}u<&h)W`#m967!(TeisgK3sms^{L6Ide|( zs?Po@|7lhJ3+_#J-g|xK^yZm5Y_p#RyuY@usQL3oopt9O=r(atwT1Mow;{DfW z;fpvPw#y_8IBR|ES{~`B3X-fp(&$x6ou$jBJ>VNJ@)iJy5`u9)E z_M?d#Wxm}_*bu?@J1*UfeRHv!=;{3XlT+_+{UG^2>3V&Q#FUg*cf#*KJR{lM zo$KbARk$nS=ED16*?qE*XiVDrFKMgW#xHMYJ&x}Y+c^@U@G>Pb92gb!K}rBoejv*PNeLb6(+oap|$|`Q454OL^G*!G0Ahj^B9r z403b#(}MSuvM)nygm ztv+v(ut^NvZfw16bA*q^!5wApdPf(Ce!Tq%m%d-W%Kmg;OtRclJ$I%K+j)@bZ?(Vv zP~LLzsKnNS%Goj^ryt(sW$S+W;T=5v+_R0oXWLwU9^{fAfiFJ1`}+0_A1G}2en@XQ z*m|er$I=TA?`}T4`}$0KvF4*i72mDE>F533%}?(dSA2gn<7-@coLIAb>(#es`rhh@ z32*xNM8Dbk-2HVNJcNHXXs;>U3zACl%(*8?*^@iV;UPyS*l4@{c zwU)8rzB$5Y!!;Je9gD-O0%w79<~^vDpdbcY`94nP{krsszIwx|&Zi&V zu{EcIQ%LvD^$B-2X6@ZR=d1j6SRzQ+_zIR$LUs0+>rX4ce!gDjf6{mMPuq_^kUVX8 zfA7BaHxKGO+vjxfd5}cRiM9XUKFloy#fG_r&NPsnXAi!a6L|Df_4lO8^4j{JKg1V9 z>;soT_wL>bHxqlj?Ot@g&nIIGkPc}cvC|LlLJQ}lpL?q}?%BOBwD?c=#cZA9HQ%j_ zBf$#R)~5cL@qg0}1Ct-ZTR=g351hH)!!y_WyWLOka#wtRG~<1qK}GM=8SmrnpL>%a zRve$(e_A5)y{`M>2)_4mGN}5*R)4Pke(uw|Uyikp<9p_Ae0ApZK_4;ZqpOU&cdozk zI7g?sJNKQVdBhyOu;&8r*+3Ha`JjbmRQ<-N#SyFd42!u{(8f2ff)u7YgQS~m$^Mt z_IBhM!|%stDX>kCdTjZat^H`xjPmA#NtS1z6;Pt|{pVvKo01nmTNyco=M~h~B zx7r-xqq#$3yXl*CN3BbE_^O`@yk~3PThsxoNW$wr-iv&+m-*v8Ng?T~rvl)LzM5VSrA11t=b!_gtR|jmPfq=Y-zNc6?u_wW~gwM{M=3xhFTy zy}5Dj(WIoykMynBrXRX+V7gOwH7>1H2OoUYcY~%@W6N!z>~$ynMZvEX2U{OcX`LRy z_wgRM#M=lj@wBGJ?Faozq+f4yOp&hf{gug^S5NMqj|;geJNZN=AXv+54`JGGa; z2ghYNA1n=gJ@x*s_37Q^5AIrnia>pK<4B%wryky2TU)yG;QN*~|NO=CX8kp@)R=a7 zH)^VzdvEXWsjsj8vVS|vb?bpW(Gqc~R~Js_Ox*n{dY0{lr2Y1fr)LyLtgZWU`nK_( zP{(p!V}&&{4j+I7(nQhMv)M&oORr9P@IaTxFP`tk(?&JnrY_3`M_W!c@H-f`hkl4N zIQ}7=^=`3|tAF{?&YuV998A%0Vn-$hX)Ot@&_uicD-Mx3I*`qr_ z+%|e|5>tbYUkGEpTY9EpL-N|i$)S+ccl^-gKGxOA3eR+T{F6&xq&nT$Xk}8p;AqRD z!u4B@@>VT6a{IGbIO|>0GYuOO`RwB%6}733U1r1P}v7f2nC}+8S4HH^`a6c<|~z=26V0LEV8)#;3d#cWRI_$8+t!RlqGAWJ~e8vhn5wf5Fb=qjGcVx{*^9ud8 z$F}RZcCDVln0Qp?(>_Rzw<@ACXk$_+&zHTe4?WlL?e*c%4r@>2-!dbh=a}c22W&M3 zU5|CwaqY^U!I*ehMr=PsS60OLC5dyd8hrR6*2cTqS)bozrhwTRK3%mdrf!GVBuG3mi?zu@ZJT$@ChvZeSN@!1YZ6mykAC>Z zQy+RE_NYzX{_-7vA#K4;Nr#2E+ehT>XWyQms1T>iq4lgm?fg5i=U#3|dbXkG`D%-{ z{aP=UC5f?!O3UOyJ-6xxSX;b(TcwGiMR%k?O_0?#lge%27%w_tef~@$Ywi9Ikkl#q zdBtDhMWV$k{(|b(&^Mj86^}*@;aOC z8*YM9=J7Yt0%m8DzsX)ma!NdK+fHYl`MNK*Y4smw)N&tcvpiD=ZN_gX5X|) zi#rn!zgqS8>CH<|ZeDuRC?;|Be^7+iI@|?_1 zIho%ay7%rDk>1gNmdUy2SEN9`aEr7vTmS9t3OX|nzlG#GLDkb|nYaIEPCmKiwz;A0 z)Z;BBCw)AopV_?hCbRChcS+p#fw$fpm{+;(-Ol-HlI97$nVc^t{cZI)DFbODPqN+c z+uk5%!;9Pd-Gncv8}Wbn~t@uW=I{d;#OBwSj}*|w0iII$_hsQtdVqE6)9_trDO zrM_zQgYWeTIy1lhR%=V&w5yzl*J{|6$B*8cG2@qQNYM{UW|R!Dhf`(d%wuiZ;ImtEQ(Vf5OaS!3qm zPqPK4t;zcdZO>1#-SEfWV46>Ko$%p)@AjwWiaIk7e*zU~UX7(}Z#GW%yMO9~nd6%o zhd<92C|mOmrmyd*y6omZ+v+4e*NFZ12snRr}g*?neTwHDdp8Fkg=ng^V0)Ff^n)0oNXbW{gw?W zr8nOvfD_!*H;r%pH*QRc`Zil)+8M)Mur}4=6Lr<)s;^5o@Avtzxo5_;ziJ(-#V_iF z4^6sSx*yW*2;IcK>p%OkNtt)^lPYe;n?D4XPt(pU{QdUsQ@(fH<_9H&bQUHx2N<=# z2gk*CL|ps^$HiZ@YYr!6_JM7@uPeLneoNmg3Hj;Mj_J=`m?XO|-mzS@_{YEf0=kiR zzgy3kYrHAtt?>Q(Qs1mzyZX2bH}`w9gQNf8%rlI--`@RV^G<8rs2gDIVkJNwl9TXex z-=hV}&Mf>5FBUKUUAy#m^o74-ZL-Ba&%c8b+;N*-_wU4J_6pBT{WyEk^|0Zr%;fS&tUvxBNFc_}FGyy<7cl zg(*7KUTF>yo8D+dP6hWNLpP}(+P}4>p8L@KLmwV*%6kw$PuF*z?pe8vjpf%5>DI-o zNd$2koIlRAF-7hn*ts7N&i%1{+K21Hlih_6PpWL$&-!q>cmIcShi=Z&y>$l;Ot<~U zI8W&tC}fX=L-rveWIz60`}BA82T;g@qU2CtWzBx(D4!L^bvsOs+o{+-e3{#H!?6F| zc7-=HoMBNZTfOLawDE`)_&0 zY=tR06*>D^9ZxnL{svDzNxz#@e}DBqzPR&X=b5GrDRQ^p-?;nc=A|SjMezu}Yb=iq z4oIb#ae(5N`_LrI5_qJj@3N2BW#8~_yMfNk^s@cQ;N}p>%2tN+8w?KyME!kz3sml4 zNd@fQ-(Pc21Vv`)|9_txCa0H!+EJXX+phb6{%3U1;!Bn6gzdaeptRMrA%*WQv_&-a zP3JrQd8sc!@ez4U#_QR|zhW)vM*Z*1k6%d+)znoA|d6 zmT>OJAFRCoY(vn2{AqoyH6kV9hW)Sj`L04;8TzL475}tX{0n}8v<3d<%P>-0GsFFB zbinloYqE4n^FUe~%j_+DVBxt@eVKj4GW&*?psN4)muP{wPt`u4M5DoG+xqhK zlQtInF6(=bKrOdQoBDzZXymU-^tY+sV6*?<%2X4>oEgVIM+=ypdHfSpuP!uyGvnY_ zLH%#CuRm+QSeGbwT3%)vw8@YYQIqs@aq7>ntS2&(E*Nk(X&WA&rgnZ>8vm9X@A>C< zXYp&l5Z!!l-oy1=yH?I%bv(N0@JDEp5v_joWAW1;$`*Cp&GM6UIQ)_z0W(im_uI6n znC>$y&KJ(Vuc>a^ruAZ7vfR;nr!C2RN8>>~<38KKKNo}k{9;ZrF|_HeO#5QJ;AG1O zlV^c{#6qg(lqB-4evy4?d-{*nP4Bdx3I4gL_yby2b=eC3xhVAKS96Mq;hGulAFQ{5 zDvr&&kKPN)DpWM$w$Z!wKzeC%#_FbbR?j~EzWDGvRAZm*$KMw}{r(kSW@7keM!MC0 z=2<=*{>gIt^BrTk&r5D>zxt4Me=@|vjlVA@!t`}LRTnkR`MS|~Ma11D|IHNFM99vv z**)9#LXy+bT@SXmv6h?eu{|6wS`u!^e5fnc{pc!4J>F%z@%P0|_p4^MUp%rQY2Maq znF~*D-UYQ+v~<@j%;VQScBh3*!>+SeidQPY_pyC`{JbEf=~9fCLXpa0++ zQ;Xy?k8ZKah2$3p81~=WuCQi?^Lt3tPZag`|59i4)%-;*ck|{Mtc_a=axyI86e!WL`~z#pZB(zbkF1No?`AklqU_A$@46g*$$h$K z!D)u+&ey-GO$!egPquN67A?7M*ni(%@s?rx{q@Gy=^@AG{rH>mv-a$p z2a?+4GB)0iZ?C&ABWBa|0h)U&|I`)zfVSROCHeoU+w`Z7X+Nm9aK6eGk`0f)j}AzW z;4Y4cWv{w#2@B}QJs7(2&yu9Jb?1JW?*T=8DY##GsO##&qb<7_{5`g|UwydhWgjRv zf%{LJ7AHabhDYb2SeWlvvG@H&aJ)-=6jT;7e{dx0IJCuo*Pm}Uw2U!*(|Ol_+TH8I zUGBonhG~vB49?%FJr3!c7``hqZl7vBW6BE&aG6&5rLO1&B2>QAZTeEjv^PJoLg@30 zTJA%WXSlz&UU0NU$w&78rsMZsSWmq-@B0p|7weMb_Rg27f|eJnZV2z4ud{dk+wU1k z5r*fV)N+G^g*nPcV;ifzI&a>Ec&>Z%wuAH~%I%&nQwG(S6H%A+eRJw};TyHw&25na z5lF?%`HBS#EY~cle^yZq??#>G+X?kz=$p4(>xO+Bj?O zQQlu&Z{JpSuWouL^(^qWx{LI)fZwHQ&wD_9q4~OB*NPWO`0~u_PjS3q(0^;YLJp`m z6)^on@+FzD_3|QLVg0=yT$Sv9r*7MwI=1cki8nUx%Bin}b@=M)dHwF1w~Kx; zy$#EVJN~{YfG4+4le;9>S-n0vZ*gbh(N`Bvw|p>x_MdrWW?@l{sZ%4p1t)Qgdg+lqx0f# zgEGEK*z~vh=i#Nk{)1$>Gl{HoCcx4SvImpE9^AL@ZJLSUnuyqK`)#6U*+2$d_O}>U zo=IHFc0NgN`+VEH`%N2?__iY=@%H&?x6eQL28zVO-_T6>Hab9(M>mak^_Le%ZHnxx zpX_5zJStNJO*3mEDwV!>tL`^GQOn)jWeIA|fQB(ZW$(s=kypj8KhA&92TE$o62(|} zwc(bTzUjQJKkfE)d1X*%(IyXC8t$m&w(?8*V42Cc`b$EbETquxzhkc$W!QcPT*Mrm zcj9l-$=bi6wcy(2T{I{#i$H-X620f|iAQXIz2Cw{XdZv-hV}UZd8;3N>wfx;dq*wz z;kL><`#^Pz^s~a>Vj)$JRnmA@Klttm9!d&5v-n%LGqk4|C|bSfTldm^+$(Ci4|i2A zdkd-qH-MAd+`{?mEOnAY<*?~G?XQ)#hD=0nLFTkTac6ja31}E2!tnf-TJA&MhW)oe?bxGiclRCr${g2Kd8O{- z3UJRGmK&~aP|w;Q@oG0{C?aP@`mKGeiH9KxOoXl0|KjwMUw>6Sgk?a(-$&tn=r&u! z-$#w^S1p`y@rYE$jPz@u5hzH_$vWlCbX%Pd=V7i){?>i?4Ww!b6s=DB)}8w8>tBJz zoew?Nth*I2m+=WyBfV)n-0u|sZ9nt6)Q3OHBfw)HH}v^7LQ|O8nrfwQ*4}T#1%8XM z@fJIP`)VdEvuI}><2YPp+dCW*DE8}{FTR-I)UI%hVTGg}xQuZ{t= z4Ek@rmq~*r>Qy&{H{Xv;i~qmHXqLphBR1UcKy4WCpio^sXSlavyXZ&p0%*i1f3rq+ z=XGz{UNyG+>be}~ljJson&^#U!dim$Hb(7J3zyA+Hen2Z&qahND8%+)1 z4IgyE?q7P+n0Ef1She>`Q@><3i3fsa`RC!|l{YWK5=^rHmAdqmwSOZ>dEz z4fQ3L8)ioYo}XC_F0O1?GqkK-x>dh!T zmg54e%Wl7yfsL1C-4Nb>KQeDWGpO)101d0;%sBoQR3$CiSTy%2Z&l^i?av`&i0*I8 z`L;qM-tw zox1#W5zKk_4?W;s%IbI&(L&?&PkOfDLD>&*3p7tF%`sr(J@_bM7kCtL%h%c;i#rcS zo?+Z;b0Nhk!m$7L_66rEc$QkO@zcNY7gppJ{cp(t7ie$h1d3KGeXsU@_Z?D^Mdse$ zxb!6R*?D($zfGI;ae@OkPxHLkf8Tg=LodW0w<+6SegjrlC;Pvt%fFfbR|nGasRWmv zHocW^_OX`guKSq9w>tad;0TOyLM`6p{@+y8=EBmH;EK|>cu zZHn$Uc^!P2^lU>y)lXP$d*kmtM5Eqz>=S*w{$Ktjy!||ERM>xK_kPd6;JYr5Uozi|RHqNUmo_fFxq0c)dqEr-x;h3adjhXR zt^DyR{Ey%zP!%<_0QMztF(Bsq;pX4YIvm>1F8&s45e2pNUU99PnZ&pHdiTVA(7sFmJ$aNSo_$1BJ;UDo z#2=n7L5)yw$Mt>mgsnRLmTUOrUp;^(n=k(!AX?0zWV7$r4atx->$cWcFPP5x@MuIW zbYf(i`~Lh!Me`dQe_<_VSpFw){$pg>-%ZGJ-G@ho(8q&{&o&et={D?tAaBzIZiyU(78jv!Iv>dE z99-XeAtR|m>@!Cl_o2<8jwEOn#&GWOM{G5}CPHT_j=$&U+Yi-d3W)~$hWpzMY&t8` z-dit#j6A7@1U1K#rg|Yivf90tUoe*m%d`a{-_rxws$cV0JHAv?V?d#$@7k9qgJcAR|Fobj> zfB$uzaW0u(oBglyQfM!E!|!^Z{NVkh*a7jKlB#w`LrDRdydV1uR;f0Cw!Q-)e30Q~H)x!drJvlJjro z@N1j?aD2JpH)!$)r#{hQ8~^K@m!1TVc&km}wo$(z7uJ*-Yy)XIElTHYD-w%y*KttGFj8W~Y7uqO17C-~9q>BVylyhF4c5@jv;; z-y?dt=>Cx}KHS2Gx-7$xr83%=d|#TUu0zFiAiE>rrZ z@$Ub|jmfv(&6cQJT4ED;9W-D84b+27$=^0a)n5DtO#(7i|Mgw8!><1ZEe2V2gLyC5 zt@q3gZF()g>;sKDX+OL0TkVQ!gy>zlFn;aj6`+pKx+K26|HT)Hu6_-+F>FokqVLh! zW!218_YXZtI>Wfvhr>=&7Bq<`-1XtZ8vV)A7rHG$or2kIkpd=bO5qhoqW_z^?3?e! z-hf5}UhP7jEaAN7yRlt#^1O_Pkb$nsH~%;i@Zt#FHEM65wmqqPJptb5nRnvvwV0i3PxiGw^gLr&3LYgF{d}VK^WU!q(P!ks zPF83>oA`SzXs9FX41A~qJR*|<8Ij5S{|(a63jFC9(Xvkr^$-0 zHUdv{Xnk{ew|&~3d`GbFl)vk8=!2>XMqM?L=s%#=eeJ;y&}!}Tj=$I76@Hs-;qSFi zzkOY=y}0w?QgD+5lJ&p+ex0zFu{uKa;nErIZ?}V591(`?x8Utcm$%!e-O6`-8!a*K zh>Y-eUk?AIuh5|mr`7fh`+W?awA|OQ&D;MKR8{uDn@?9as^{(BdZ&&%@BX0;$tbzd z^6`21XB(9MalM0Us7RbH0Hp-s8J$2p`<+vir<_a2#14pCO zwn}HdnQp7|L-Q@Ho%aV^z<|QWa|L_6s>;reeu)pU(0`8Jn|sxe$xk?XEXOe z`aZw^O70Jub@$Y={qFW*tzUt* zFzXh7U+fIG?zF#F+KpGq=>Z#eUHSL6F%F!%BV?oAd^bN3wf@@%ulDJ`zhWK41C6Kt z{X+{?{RcD|f-!#tM#=;m^xuB=SPcYe?RVw>+5b;ektx#<1I^Ssrhd8I10Z#;f&?~Bo&{q!lH#HSbsuKT-GgTdQN=W?sGem#H2wMv1)EnNP4p0>Aq}wzs#=3QVU*xN$Jb)J-#frKiFNo zKfGjZ+_mz{71c6tB4#N*vzfAROMpPDeEQ`J{Kq@`UbUXCn!QTl?ox%hf0nm3m3-m3 zbXWeEcXRMInQ%}*#RKn+!XNBVX|9{lxIVq=dVk}$wS^A#KsWpr5JeSZsQ573)j~~mMVrsI)>_X?ScAuH-xWYg6rOS4k%O!z}{eCoW zzEgVb{cGRj+vdHDbzI>)Re8O*ik-GcP1uAV{;WH9T+xYHC3iui_)mx8OYdbr1f65G zyv1i8V|$+|dZ3~E`UY^|@Mi@*J@ERk$N66q=Y3WF8*Hy9XUg3_>)_(FSAmh>ka@%Y zbw$yYW7A`HzHZvjw0Yy&^r~=ySAoTKVH5tWQTQ3@_{m=M$)mu{29ti3uMK<_A&_Jp z|7ELi?ORY}SUx!8v-5SpgYQ;Q&)H_xJq!G7+&^o6Wk|0zchScckrg3(!|rMn>u`Ks z@dmE%u`EZ?^^M291zrUje_b)N>dK!pi=U;-nc9C|AyqC0v9D^~X^1wRxhY+&3*|!l zcA1-W+$cS`GAk$N^~`&sEm*XDSP^B>XLP(Np#Rh*&t(w;uL7U0SliSQd)TH8lIK_# zDw)~~ulzaFPNiyqZ^*OiNeWYGb_e=}gb7J2oqdPmXHwyy{gn#d3}lB%xWfZYY_UDPHhw;hoau z(qEuy8%>`ANZ;fu)e@RX=(XAz9+el2a4^d*$A5 zzfhCr&bKyf-~Cy6&N;J9TCVUrdsemGV5|6fM##%@dD)B2b%!pk`zZ5kn{KY3ucy21 zuibSqE?I(Jn;JZHLzakXA?%oZkzX^Y*Iz;_h+A}JYgdTnr!4zNo9m9G|LypHrN7%< z_t0Xo4=a?~pKlVkQr{{NX?gMbIg{9wS=Cn*imqoi=o^B={%dpBl|^ceZYx?Q&F1u4 za7U{yN2T<}d%iEO9b%R9IXNym9eI*J^HFERz2c*B)|apAz1q6gurNSC@nx#_y^`;* zXWo;|%yQ|T6=`+kN=f36IqQo!YulLDzpt|Vx2pZdaf#noUa8yVOXWLr=5igEuLyU# zETYjWb+$0Fcn)*X%OLZT+Fi4wqxAf?aHy}k`%t5J&#fiJ-rOH&3Hzqc(lg>cwn&=k z#n;|-`Bopk`n;ENnz};f$NFVkHol(y_>p1D<26g=Sw5}(xlQ}H;G0=f?Den2Z!zzc zzut3v`^RPHW2^tzSG7IiTbw!j{GP|__%~|ay>Q>xUte4^szpRs!IgXJBAwckBGOJv zHN3@Vx+QN-V&t){lU?YyB|trDg|Mzy(Kk&K%WVt2b9*Y7n-2wN*6q`jVc%r3HZHyD za)ofxEARNe_irra*=5fwPI}+=c-G?=4+Q%4jjq>=g-+-e(RI?#s;Jmd zxvy;5OQp+?f3w9EcEzg4I5+g>+Fst>7N8w9Mbx&>kw=r#q|MdvgA*!QsM* zcVy;!{E%GyqRe7l?kR!Kg_@K4?m9Ro7;Lm$HN9{3;-b5IbUey8E}FYx(XZ8aHHvox zywLqU2d`(|`?7ek-p04o4u8=k7cTU3JH_=3vd`jce1h!XDVq`WLADe`)Qh?Q9QD zuQ~OVY1?kLcl*|riEqEj>AfQVheT>$`%H-w$n{oK@H?v)zxKVnam{$I^_eTVrzS?X zTZZu!uaSNB!upK3>rGDAmCN_^8XZ6Ev%G3k$s|p=v{f2cSA0w_+4;K3++-7|uq>ak za?up!?R>?nWS)gspE+4RL%(U0aMLDc$D0==XM<9T{_ht(zSH!KdKvSj1P?6OAF%i3 zf$PS5txtvcpK6SDw+!zqS||JTjrA$lyVP+ndZJA$5Tn z9JsQnt0bNtSi3kz%YEmSzM_w^PrKFLw5VO_-q~+-e6f#dqPwZ0Hz*JE9<(^+BrGL= zCPcW*h2@|7W&5lL*8<;Zx$j&p`}AD-6#aGUh1dD7-*0+KX8(%d>&M~MRnKevjjxw1 zPu&X(maiu#Mz`-=FY|0)*^KJ@iTgNq`*B$B4g0B4Y;&eWO4%FI;*i>E$nN>h>Sg~T zNIBa+lgrw&=(Pd=)WbGc_&z_dI`h|c_t!)Ir3>y>Jz8FO`HO0>Mf&CvP%=Hgs`-}z z_k!!@OpuVVJf-t@G21`y_y_gZ8+@57W{4J4&(Qz2M*N%4|7vh-q>Fqz(%@?{H*?ns z6SEcfSucDqn0c0M-@KQ16PLYPbG?e2&zRke;e&zpgKrk`G7GFWc>UW8PW4w!E5ewe73Vdp?t|3AL+aGx%~C9yI!$W3Dw!+-s2dYx<$UXBDrO zsjXSA)&p*MxIJ#_OXmzdvm_TIIsW#z|bzS^*FwQM@bv4!vE9RI0w zq^dGsm&0)4;gnzVGFDIb`N%(u%W#^W(b>KGPCxK|Yqjuu3aAQu=Mb!T?fX`!m3u!s z#7~LPe?O5`_1b029NW2vkHuL-tCz`zXLZYDw_dCT<>spL1uKPKe>E|-xFB(NEVbX3Gr)R^g0|jai1%_GMU|6yZ0ynpAYXlFF0LaTJ%TXM=qq|eD?kClc`==PIt@w@#0(&9546~46HY}D8Y_SMWb#_1^n4Tbz7(m$$}mH%B}=F7L| zUjL6Z@*gAZx6Jtb^>NZewuhU)Y;JLznQXtJRl37-Hn=3t%=wUR#K`kw?p$zcsSDs# zXODaDUUjYi%NqGx&wu`!C~qTCI3fE_<6Y?$ccnX;t1n*n`?3|(!hN=6|C{=ivF?A5 z+=8SR-bGdKCts6Gi-2s2*!t+?<&ndgchza;LfJ~K&s1-D3M`rNQ1>#Spp zW`paPumEuj3poquext3A9ov?V>p8p7|v#f?R&> zDZAs(e|fhe*w{iNclxg>_U5-u7P1(uzuz$Z(vu&RVc{~r*xuFLH2EJn;lYj>TD8+J zF?ch)lj`4CBjOxc;o;TvysRo?gu z)Ni*I_$y8NvF6k=EvNGR^H#ygQkim{b&3OVO}rpvieMvOGD9tH_~ zG|1G=cAxorCl{zc1&%~epx#!S!K&9O@GxlVyE@y;ySoeuSGE0n{dvYkp`=W^>CTof zX0KyBzcT;v$9mOPgAD$ynSY+2+`6)JrEcxz*ZW&!**{kb{4Oxr@VAoZTdeb=rHX+j zF5SU1A8WRB2G2}#o?)@{rP5`C1AnW9UVJT5g|x1I9Xzs9>c{%D7k#gnSeP6x{1dcX z|I0qp|CPp1i}_yens5Dlp~9=MyJqDt7azSf-+fiGLFp>Df2%X?E^jP)*>}G0N=umj z+)r!c11|NOoQ=&1mj3c+qjZkF{Qal>!A~xHi?v&KT&TolLMX9l%D%Ei>%oiLb<*UTbQ|O1nf8EN0;@SbugZEbudC#| z)+O6D9^d^%U+Rla%>I|TS*v&r$L{Kxpdk*WGiz1_ZvWuC|JK)!Z~3eaoq09$UTMqB zP}3rR_h0F*zW!WB=tXF6d2VOzX=U#7rn11oy;;yB# z3*@=-KQq?u$$Iho^ZC$3LB6%Hx%rCpw`mMLv6i+d+^tqM{# zU02A8x6e%dH370=;cC~HC8CFRyqX&6J~LT+MPcsEn9y0EkdtDY@kXyvE=}qZDCEMq zv|{Wtw~9bl9%{;+vH#n+{=ULOk&unsLN;zHSp*u~=+!#NWFT~6!z|%iP;EA~N$T1* zyT4bU`yr1uzg%wrVX4T2kZ7~NA3g0KTu0+Mc~7~+(IV`nnj?F%ew3zrRxe^>fiOyQ?o_m>i4TXM#qCT zNI!a+tqy6282hD!@85SnQ)_UcCYrpZU1NA$`)Ol10(;GIyQW za$xI+>9@8nTy+Cfr)YCbo$L7X=%iog_f{lY^m+JH6(;tY`&#mSyRcj&S;~${SZmSs ztvUVTGS-^0UVG;q-=4iEw{4wdo5*a%I=O9i;S*1XTvFJRz%W~K#o3gX-peYu7Me|7 z+U?`qK7Gcg+?TFy_ewzBD$|xzK9(Qi-xkhs&iVcCg=h2^eueu|`Cgf~*O@&0{N<9} z0WaBE{e>3)mS@}ZSDgyff3f3mMqglwuiT^Orr+&sVwO!}Q#51lIO}jUP2tx^*LYad zOL)zkA4cR(8a*&L>`i=KRKdy%S}&FgtyYSO=zir2mU6D_}5=1#FRYgxO{^Rnl% z8vcjS(~`Lk(xH68XQU21y)%;J@K0NB6rd?sY&xqRX|3LfBraMgA)P zb=lOu>6@cCx#-(%l|37S-dP`-tnu;!sB{r9U2-td1G?-y%EoYsqeRf( z_2#E!&g+z_g*UbJ^^5=b_P`@GD-aR+geU!NUtayH|r*G!_Ym05zsx&(`EEUYjT(WJ- zQpg}`K(yAS$I%=$lc(-(Yu^Ux#Ab6`T^cBTO0g{UhtHQYl5*K!*M5xXOKN$z!y%_n z{Doa^!*#b~xDajPsWzwYA8#3K(m3Jhh z>yi>BbneWA-RGi`_k+t9ZIB)3dDn`tywTF<@cH(HmGghdgl?VQLt3xy8@SJWEZJiF zza3Vye%Z06;r+&<>w*7IL(-Qv$JV7qPrf!CNoT$I{cbpy(EpVR{>wVu5`(|y+burx zHJLl5i+7RP)V<&ljF=Ch%R{n%4*pHTUTB*^xpz21SVH53Y56Q!DcEn`DgU9 z9|xVEcWwgrC@(zn)n?N8_4x~=38lHhp|`Jc5hT(=H1+&UxYVT%cDlWCfsBFLJiF3) zDscO;nGWlmR_(8b_|y8ul}@)*#s1B;92?*7E{QpPusNPl{#H=iy3Uo}x!tE7H1|jb zb^ZNlId#^u*V481Ki2(xY<+6N?uDB|1XKBMDp0Z%1gP6+@f z4XNlqnPCjfT>jvqm&>VjxlF}gg}a-ZO8B`i{S9{1+kVwu(f(`AWYB1 zirJ6NT?|zfZ!}~G-Ri_2vJS3e&4!E&i~eYSCMb;yvpYe7~|8 zR$RI4xf%G*>gDb!u*PgvfaRwu=eBfSNjbBWAJf~GsDJjFykV8#nyf`(Q^Corm1|?k z#7xHTKbDroehL2xF1yV|y+T&29p7`w3bM9U^zGy@j;X794`~$Vu!gSed~pHNd6Dve zHld*~^AM;6j@4Y@>AQ9@yxu!BIf$cnmcx9tMUwTPApjlLtIKs_Q?hh(wC`VQSpA1X z!9jb4oo~qex=UHw&`IGio1L+CoawU;%v5`%SASY0+HtPt?N6X4z|k4@8s&2f+cZHv z_-7k`^e?Li>66)h`ufbd#;ZjAZ8C)9LeA$)r1m}MdgXW%Rwor-DPLT(GS+>s#Suv3 zGAw|9mW&)cU431^eRkz@^B$w)&3^gq>EK~5UHw;EH6^C=I<8!iAW#MbDYu&DIHhg`! z`Rz7-OTM?MZv#RnbPM|)(tGvZ9n}B3(z&T*lIA?o6~a>&=Y9OW>W-<-*58ovWBDtc zYN@)HFSK1c{$Z!%%grlHL|i__cG#b9|9xjcNY}r_q~^2ywZeAZHKm3Rd|F~3yZ77u zmvWzZ>+$cb9l0ltcB(ye`TEO#@tKW^S31>RxkQ3S?J{#N%;H{fy zhz+_YU@MXCtQTa$sktisa1SV#XhNq=lr9SuELGe2dWroRSfcg1XkwFn;=>xn4O*J{ z9dbSE6@PY$oOSAY_4Kg&%)`qCz@0ZP(WIA)+<49B*R6~d|C3CRxCTODI2A7trYgAQ?PW(Hmc@iPfAlB;1BYcfC!e4;)c=}Jp< z{VLuR`0NH(mTRQdNs(yBwJT&y*WCZJw2asICZuASt9`=evb}xgR#86fDA0zjFq@5w zA|nE8=Regb-eGd~i0-}&Sb^MAE%S8U=8IfeuEtvz>HPgXIV}3&hDG2l7)K}HTo{>g zndg>CaPBEsC*4dm^W{hFwRcJn&TIk?T5WCek%MTPAqTZA(#?eX^^Aj4(;n%7^H?l2 zj~zEW9@Y_?zE|Na#Cu@@;j?5KJ%qb0HkCTUdN%yo@Vp8sTVZZ70ftO z?U#G+pYWVpc1I>0o-kYB>-(VlQu@A8JDg59hl(eYf9#{_xqi_oec8|FbyDbNrySpOx;vcdI@~{QmdAYj*$tmfc+C zz3pnP?<|&@*8Y#I`}FSK&!U~>`#83*RDGyXY|*&ki|b|Z9G97E)?9}t>$?Bh{sd1K zo-Jkd{=Z`4f3Nv@CVxM2P7coeqJQANl)YV|)4!iCQlFlCS{J-t{pj{KnW<8@_Q^U4 zf7KGU&apeb?YE8b@}EB&?e2v=Df(U`cq+i2J7F)|j_{-aR{CqFx@te!+_eINJ7yl4Y)LOsJY1cM+ zFS(?Xj`l}t*!O*ze|nDIk{i5-zb>4&N@@D<=iMLLtHc+d`KaTxHeK;q(W3QpUuKJc zy;XKV^H389r+V|IyP(NlK`Y4+zPvjo)-<)RDuLi+Z^P5iP(>1Cqpm!f6ox?)t^1)a7u z2o}mU%A9} zMbKY9x0%VVE3|Y=v@{{3^}6?NYBV_h_uda45y<8+U0U?uYuk&JOQyD!@JnC%8||zY zx0Pdk)PdDvR@1ixtUm=FIsLM=yDE2f5C1G}!35j;=6C;AEi0E@IN9^*h1aqdCwpqk zI&M5=ed&L+yI$H>j?Jrh4{H?LbO&q(m3S3m3)4cE9R1~{eD+m?=)$zEAYuEgC&vxX zZ#?qsvBT}W3+Ls3T>Eix>5Nl_Yl3B*t{>L@#+Bc9`uO>~0=`bE0wZ^S{3VvFvQD{J8$CW&tAld*s=Ht(gcbHp$A-aWSj zTCYnj`jF);@;>*3>$)@jLD<^Y%EUAzm6woWb*6<3?OTW^Pk3^)pT7jD0N zdg68IOQ0#D4T^8=O`kjpvwj$6U9eiVbhYeU7kKp%^r0+r=j%mJUqec*wt(%oG9#lh zJu0qE_^?6o;e4s0z}0gDR{tuoJtZTp#G+=>;-`@c>fNmflT*~Qe z*7DHIrHUUTogW=;J5rx@!gWoV)0$WJ4c%rwUe2@k>Ab!0QKZMgZg-3Liy6S_CYwWa z^<1;1Q`?rL^Lp}2Px`k~QGER^&h@M0(~VEboL9WEdJ|&Y?ojy#eb1I9`48$ZgA#hU zpjMc5u9vpx$@5y1a7on^MFMb9> z2IIJ#wyu)-v3}c@LJh+$z9%X@F7T&@&OX1{dA8!#*e1;b(ie`mwW}>nKD>0xFW+}k z{I&lpm7I-v6qmgIZhf_{JLqjo(ADR!0-xRBTNM&%byDQE0j0dkaJjiyaxYE$Q?oI2D*N)-eLc+h5sKM&oTSYDDvGtxx zQ#!I4xtOFK<}bYxoOm;PX~pG+7g-KpOcm_14osf?u==6)*JK88`LjL+yq<~McYlf$ zn+|*FRNK<2O0BnftB&`6fOeLY=iTAB&uzc*w8beIX~*mQsR$j>0h4V*K}hMSn?+s| zv~rjF_(bhT+zSs~5BHhL${xQUOQt|p{Hk1H9pZGuX9Y`blaM#4jpSwVt^vFYP<7rN z#{1l}m(S<4I3=?`UMTp-qV;oMfCjg+PAe{2Bpstx*WP5W&>HiIU=ml@yvq;&a0>9O)Y?TL2r)(gdL-?EnW+m`n4eH{4_ z>M?!2LmR~p1vi=M6FcmQ|NFx$WT(y)Qox zu4>MAxi7`P(emH^q&I!~$LE_mE#%7DmwMT3{#WbvXT^&*&3n5qdyh=A=lrE7KcDxP zD8KLA*4;1D(tqXtb+?&^D;q&$n5rz0QlIyqk|M)nr6$m9&Fs1jU;3pgw#qk8o3uxs zYyDT}hxh7Ya-J&WEZw)Yc#7p52bZqD3${(ltz7m}DfqQyR?&6Ocy(B(x^yb2Q=O3> zsp;{1jlx@d(I-mA>_2N1Cd_1>3PN!2vF1li-Fo)P>!W`xV+O5&a=6mM*SFQ- zHDvF7kj=&U%@^kXVw)5AEP|^_{*S{~b+8wC+Z3kfd;kCP8KO(1WZSa`1`D8ZpgB+C zf}=!$t$ofE%V|yLF37B4Oa+aDE?aoLzx&T5hkosz&5+SkEBoRCj|*0ij;Dyf$_oXR z75@%Mr}iyfP;A7mXv<}smH%;xYprQ&-+Tp?+LI#D2e+vCiqBlevVYEs*u#fo zAf2|YO_gWoZ@JaA>v{=9TLoC#TT@Vf{F!Mcs4H}E&oZB0{bgC#UDum_g~otS&c7vB z!>$}%2HLO^_0b{c-+}3285=c=b6ACEgI1QVO-Kq}Hn()EW*Kj{9%R-go7H$WsP|O5 z`6cN1+Ate~*&v_Y$^rT8%rc*^;=zz{`REz56&o4%&47-}rD6e>y@NZ``G86eLO{T4(E;R^k27J z_ilTe=+vv?)K#FD0G*C4)olN#&9hMZ?u1VUJh`ju4S!s#=!xx6EnRxj_uQ}W<-U(| zFPHC>k)OEneC`$R`){QD=eKTlvaX4{w(PX>#t`Ru8Rx<>&TVVu3Osuf)LwB4DF(M! zH1@M5)XV@cPYhScvW#wjy2cos8odPdkH>hN5mQM!{VeSgxH(>NX5|r)OvwPB6S3ui z_vIZxYa#DCE*A>!`xAa9vBQ#Av*o<<*)MP6dgY&Yn=PMk>!GoH#QKx_GykOj{e5AH zqP)6)#e!q&K0dQJTqD;x{m}D^6;F%IJF-p)KfcNJ_-50`oRuF_z?J?+rz;g*Te5q( zR3jCC>^pS~wCJ*R#m5}kW1G)GryRa6;9j_L{ZY4>j~$mgO$IF^SrEKX^U^v)JMASG zay}kz;yOEx%Xb=R6_V)fnwl-`=bOt;f2^)yAWKP)P|re*oZW%ld* zX6>_IXO?tbv|`D!XTg`B{iv+UFOT^%<-$GFC!K$DTK``8e`WERjZSZ#mBH6@o!_jp z&?)KqhDGl|#lYp=T!DXYT75}}4`Kh>Ecz?>e`}x7@vwluC&4`g(9*rdb!oRjg#h;@ za8~(SANFg$&qh(c-;wY_4rF1@!Mbfn^8ZcKth*EN`{X6iA`)erlkdHGdD80kfv54Z zS+~w#d$q%WuXH+UXKnVrmh-nVmu^{j+F3a2F6-W(Q|u<6oh8w~{>c2T2_^a>^)<(H zXRDRk-;bDmdi|4CO8(C(*%H0K7F)W_Om1JHoBC2E_>I8UrA4QYhX?6Q+_2Pk#>DL^ z53UGC-BMcR-JHA(7Mk4!mTwLfyjs?0bo}tSc@O>I(ef-Dcr~c!89{qT}yQRs}lgH~@F1&ua$-MWu(BY4Jx61Cyd(rjo+q#eP zw@Y*EwpPCA)8A#z-|*t_(RQ|n&R?h82z>UzxO#!zl%>LVA>*4rX2!m=dRhDq65VY9 z@>=e3`5rabCj3~V*v9|WS46IbN_v9{X%RGf7`&Gpw?Yn{ql)d{(gjOxsg3{MK`yNWM_Xuf^|LEQryBof?S8DR+9FVVUsU71`GZ=Wow2v}eh={Nv-b*~?1a zKL2?3IJ@|t1Is?%X)USQ`MT(G>%KdcpDx7yQfyiN?_vEE%et5i);C{ft3%3grgPT> z9UQsOfrpswSG=FXy#D**>TCV)BJFq8zjCjC*&Z;T@k;svVSDD#`AF+|H*EPeUB&Kv zV{==;cgYpMd9Ku+TKGTf_W7sr(?37o75Ja;>)Mx##pai8DZ2hd@8G6@*~ex-w%VR~ z=;GvU-i&gr8y+XjDv3EPcRR00$NY8v*TfwnE)fBH^WJF`7d&o^y5PX`3e@u`nV8uo zYP0Xky2MQxn5~8```+{$YcBmBGBaBkG@B7YnRnY{^>U1RZl{+E_C2 zW%{bQdK2!H%0Cop?aj5lJe$c?D`auiD`MUM{{9F_EzN#^m&^QI|0D9ORr|h|ztqzIe*CufqnfGj?A!Z(+I-lg z{p+FE>}Sp%e?Kma^y2b0e^3*+_vgPK`~Fp$W!wB)%yakdne`PLmj>Rr#IempDEnvh zvWmC`+oph2GxV z^uK@bL3$R0-9KqQy}3UnS03pJNjf$0zU>X4IQ@Bfl5z2w zk3TMF&W0?3o0ut{U~0;_#bD-(wG0;jLNeU6OrD;2-(O!S`~Q*kzo!>J?*DO0qh{&9 zTc)RE`t9c~IC%*&`El&pk8KsKY=2*0kA7D1W99muE8(Xa|Gx?nzctC*%x&_ehnSd`F*e*D9dhlAL`!Nb134KsgL{2 zWak@;J2I>;mVlN_27S5waKFlhLr;H2GX@B1=_rd%+xUI1q7A=ed+*)3it}t(_V$Y_ zO14h8@;wgREpAouhUOiie~T0uUNbfRI^j{9vc%4aZ{Okfl}uJSZ{B^duVkv4ulLz_ z@`cW*-MvQbhtGpXkil85OZ}KW=a#kq6rZhSsQn{+wX^fpkt-H_H@6>qFyU`JixhGh#6ztm@H2yMAExX(;he6hxR z8hA0n2@|)NnGOuhHm{tYMR2SV6u#P_Y4NXVziHU+pexa9V>PqxRW6;Ow^?`chGxz; z2})vb&3)sIj-~}zpSa|@Eb)N0>(^}`LL8qaEGjYxw48C}&#~S9U8j=Io_DL5w_{)S znopjEA6q;t4zbKL2=t%Pakly*Y=wrpjbTh<5BG{q+qcepdH3P+SreAtH@Ta!>;BSL zH{whZg=Pi(SMD`Bp6s1&t+t92+%L(L_>$74|8*PJpJiu2CDz@IOQ#|05=ju^GH7J- zDe+2P#5Dmvnq*_d?PH(* z%k~?5&9@V~{{5%CH+Jv{fIBAjJ3~Hf{4#r)wD0%bA+mS6XL&oFRShWa)L3)hr1qr9 z`BNchK~sG>0r$8P4lH%OdEmP7-rt9pru89tYfH4yE#LUkKBM-^hRz$H<(@Z!-X6Q; zx=e81m%mHduDv)1X&?MPy!2i#Oy8#m&$>fSJFR+Y{l{(QVfnmeLA`LVNq^ROvQBy3 zyW^mC*4cPH@BbH&oM?FZ(2P`rw3#cG-Zwhh?EU=FM#vU~hZhgUXI=MP&+`pjs6Nv- z4^BOHDSuX;$=&xsr3L!mw7GvT-FjN1*k(tGSnRTI-Qa2eHaXe$n&@BMmuB;UCKc>s zvi3*7Lb31d(fHJ#92pl%~2--awZEw$+jzwiFcT^CFCdtcqS_r^+{`6qbF zw1TaVUYhRn@kWsK(Mzt&HXil#VUqZgeiq`i{n1&=k)7t3nz-EP#!8>JAOa3=x!Rz0(h_aa%53@8vf0@y4a*r_-!{LRJwUYbamK!B7`a z1)l2rUhaKY#2ewb9V>P2gs_=UT{-(y$t{U$*uJj5W7`!rzFr~!;xjn7-|?SCb< zX4}(8%eo4JCGUhR%v%*;eiTw>ny%_O9>x&)-|FvwOY7UJrz2&(?+3R2Y}>ys*E)9M zw)g+@*gpA$E>?}O{`|Jj^0N9gg}vO8N0Jr&er^8uCsh5tZm|8zs=%+yUKs}`=2)AE zvd%iRs&)01uQx6^RZdhZHY{EKN-;G0OD6x%&65uGy*c0D_fik(#0EA&oin1)~iiMZ*Knk6Pm8CryA_DcSTk3 z*O@B~cF4}`YVvV)U8bZO>{A<9I(d~`jMuUjscyd&Q|hf=DMvu`zUPMbl79z zN{@>o!SO*?HygPI``9jdHD{fJCXd$@eLdIUiHpFJaHq8|TjUTtqj{58Y`?B+@S3-7 zx8H@>E|Hq#w|_$Ytz_1jlkINL-~Z~((WN=?Kw#UR92~eo^UH_OS5*a?v%9AFf&=cV zl-BFWnM&Iy+xxmy}7h&OG9}mGi404`b9Z0dW*y4ElFj@ETc`b6JsFFaoB#e?eJ(EM)Up}SNPYTX zS)Z@!!DR;V)l+v#-Ep}ok`2|>w!k^{=knN~*)iX8>i?~pY(9PE{18M?&+(e{NW)?( zhsrPAP*ZK=(#5v#L7}ktpOnh~k}K?IZ-T7yyLZRsB|KJn^4ynCS`h4caiz=45G9_M zu2*|kS%>mhXzhPt9zI3=^74+G=YM?;pSyR*6hFhSi(dI&O<#8CMp=m#r&VkI0Z>Yq z;0DWRR>>PcKqZY{pUjUrS#t*i*_Pe^Z;Vf(~aRPU#m{Pq^6S}NI}Qu;#1E?B|1wJtJy~-8+w=8S zmBq$Kk)1g26qA4A*X5wF$ov$ttfFfrD8*W>7Hl)n*b!*;viUza!FC}cHwSFdp}O%;U*s)pKb14&L;75$|!=0~K~ ztR((_&(~X3=WEVMdgXd`_NwzftsCDy2oWpb>JL~O6n=Yw&qI-5^IM-mslo7-N94cE zY}0u{Vqv{{M}ucR(p(l7vUlaLGa(Xp`TU=rh^d*ntFHK^>nxwUOIEp0f26r^*~Qt~ z|4IrY{ym%`R#l=oKk1cvD6BBaJHC9=gW$-ID}8>71jmPfwS3ZCsJ3|j(^K}b;i+G5 zIz+sxpLqMe|n`lmpqgVH-eqpw%0?ox*Q{WaIdQjH0io-2b1R|&!YP$m@Ibqf3S$e10 zH#@#BYi*T_^;$XOm*-VT3gudSJ8+efhUmPh(M#94PY=>smKSt&vA5>bfXUmlwrl_2 zqFqt;5ggLXwWb8aJap(q*_>4z3xY);f~ui^-v#*{z2dy;+{+Z6p9$w)F1~)qsb5bu z6eZL=LIszs(g+IGSgAE7#1K}-v1h*gALhZuT@-U zmq2oA*wdK$1LvbA%$t9qSt^EW6&GtLQf;?Fiz!5u6(rdD08!evUEHMouO!IvtETRk z7eN6>ulTP*B+w91##JBq)`z~TD$!h_B@zNDdZND=`Xvf<`)$`02@yrHC8^-_r}_n} z{@(xlKxxG!t79QSM-MK2$e;NsuaeetoY>Vjb9_KR70 zCDjSR28F3pt@iB-sr3|%k6i_-C|`ZijLn>|XjfQ()Qf|u3%piU6-cgt7WNNrlH*)E!1`gPl%^!<}n@KH;dMHGjW^l;t2`-I(ZeedEs`wbg}lQz7J*7LSI!S zr7h@MCH=M%R9ejlIlxnYYlXCsf968>>5W<|UtLUH&;>5zxE8}nD8SXf-a>+XNv|}qXZbJ&Hs9GLr zxtxovA`7@pcl87#`^LO+kiLLxZjw8$-M^=TyoxHqBMuI!hYmVnFt=gEWF#WvgUjE;njz z?l>5_;M9g5t(8j2%V1T*gHTbAAD1t#O7X~C=yp8-J<&-ruIgb5ZEMn6wr|O*xY%W& zWRN8q|9b-4&4i|JoVF_tE?sa6qzjtEn{PL2DLYIJTyRQY-sk95zpgG_(6#k0D9J^g zo$+*jUtqJ=H*h9euZNT&cFC?VVhT}Q6ALO9nzWn~F1uX?wV3AGW$N>8lIPKT8q!vz zsniM_Ii z!OE==Y!I}>F49_ftYvGu{R4mfu-KRC;Cz>=u>xM3Tzu;=RdB&6jet~+u3x&Ld*5to z(Sp>e57^(YTQfV3&DfX~96m_-r)y>0R_R;$iJD_JtnoL zviM~#V4sf7LvDpyhlN(H_%&&jT+FGJpqgQ2$`1YtgIdRL;4;AvrA+7xmOQv}gTr-D zx}Fj&2?~YauM<{9U)kxGIpK=>>tLxD2baz{72tOi)_MN`q$b&0C{5l0{glI0` zWHKMp2#E@1e#9(yM#|=5g_C$zi6(k7So0ucM%gy6*gy|&OHoMsfVt|MWBngtF*7|s zRU>ZhP z3Q(M86|9P5vxzvd%4h193yZxIr!L(9>(+$!t$Up?Rd@r}`USB|*Tu!TPhK@+S0K1Y zxLo5CyF`n`mEGF91tqer$o5=(3(|8+GvX9z-;V0)UUe)rSasTP+k~`p# z+k+Z%>x;I0_@Pz$_ghdLw9VWwZ|&9R)~&5)CBIiM-*Vxwcjwf_M_@h@ZQHIK<|m-N zyaOz#zbY^2DoDi}OAFuGt*&~nI9_P#e)$lTf}Dfy@kLrTuGz5UGT5FJxINi-mfVkP zT;p}|=c_&?ZTE>&7oR|~$2rVTL3{ZGu%Q0RR}WQR`BmF3$@0FmJMQN0uZ9|r-e_zt zni6Srz=Gg#A3bo()7?*SrxWR z!=U}*1?jWDT#rkfn0qL>VELAS!>={BA(f^)`R!}>90-eOOPac?Ypu;ukglt9ztwnL zJ??6po;Y#Z8etXNqha%swEZ_C<)ZerdyZIhMOSvMwP{3ho#d1`!eU?Fx+#=}FceUcbzR?bCy_mmv!74`o+Qac8wo z|Gg&Yda?1+uz3@f_inqJdE0rF8B3|=#4R7LB?lCO90;}!7J!Kr)>%(kw|?r1sysBU zF8HfzsO=t;i(M<*Ll(;)IeX|p)tMl0&3|eQN=w*KTYrY=wf9k=D$hvU|MQv|;5@rU z%JUSv_p8Z=!R39*Q_W3CbW;u*)aQ=W2K{n8D!-Sx#oA$vDC`5?R@` z2Ii-yFWUGbSsT~vaSCfx(uQQ(UcF%c7nTyT5hw4bDnENR|B@4L{(=*znRXKwQ{=dYYRyfPY^#@_Hs$VqGk2GAEU09~VpZbNiJ`Bwws46=LRtn78?IKEAu47T2MWJaYoINS3!8%(|F>`1aP)=BH;0*_3(jZ-q#^kUq$e~0 zA~-#yG{bc!s4iRPsMKfBaqQ)K*G8k&4l_lOI^iYOX`(Ef5A|oQzVh`&P@1U5W=KE6 z@bzq=C(WXzx=+9f0wMuzq+WbGBUIpwmPVRr#w<}-9~4xo#IR|v-|^mn_njAqNF-|) za>9cIcW3}84nW$VV@5A-u9EJsThjVW`oXAApb|n_b2CZ_aeU39gs=#P%Bj2L;+&?%ZGnupEl3al!pWMLn0rjv z16+*H3|(>tsd!Be3p7~0Vn(RSn-|+dzTWnpDf+r{`71_S>-GD^IlE=9zMTNkg&cYn zAop$V>WXv)#oeM;YN4)kB5ymdDl@d&A|zJ&=j-2wiAJkEFm2i}7mH25SJ-QCbibLl zWJc(cGg_#*>0V!?>%lbzg>)WP-Y(pyd zz(EmcxY}bTG@{zU#eaajlih>zn-&_Xnm%8C1ZAP-+bCDZwTl*oO$^cowZ7xyL4~%5 zscY@i&KiT@kcdJrVNhA=+66Dm6DzE9L|M0WaYcg!e}TdQq~hef#}A&dWCmVOUwxjP zOWO8;NDNW|%eI3#Jg`CgPV$&!mIYe5Zx>8s=(#C<*epk~2_0=-n7mMSOptQyUo zT~lIU?UYj=ePwrgHGOyx*cp@oGRCPSaFnCV_h+oWsetE zoa(HCqgTX3%~!tqxb%b9w>gXU-F1takuiPAK3xuw$Kp{ub~xPgfws@f_@(REXDo{W zl`L`zUF%cME50z^cWIGq*u}@MU;GHFo2s!NUdVoY`y*8757%pvH9^-Od;bho;>m&x zCT31}r^EXvsp}R4x3KM=DaaPJZGRl@`C;{vAEAr>XbGPBvIx}9+w$Cb)!Uxsa`8GR z))l`JVvXozTI0ef2J6A}#9-^mxW>idQa-3Tz@&5Sv)@(bsxn7rub;c;@OEp( zPt!QyC6a*TrDNNfBRm;&{y6ROirv3oBteyH1EkuBD&b`NnQ(5mV~Hzc*dhk)zy_qk zh;fYyLs$?zXr^p93x9ctQ(S3S7?!pZQJuRkvR z)3tJT$k!i1b*j~6&F{Gn9opu^tCepQ2nshZP(UmKkN2MXcvg1*sit_!wF>8ddeXx8z8853+wK!Vj-q4R4~IuS z(B8A8YU(bz_^$OvXZJzsrmVZaU)*|gN$L0!?x!hT>y3_v&wPZaG4Aulr#7zNbOe9V<623ZJ|iuB*7TT3ZVoq9u|IG~=U{T$cg@@{48aY^$>9NCLMr11gMi4T>*5ot ziVT7qppB`=Y>d-3bliM&?ZFhasv6A$r$DI{mK=0t4`?wZq_S?{VvT5J(pi?b-kn<^uSh^168_=-gWAC3+-&BS)#s6D3qkCV{!hpI^P%cM| z-{v1*-}NATM#e6$*na(|;h-^JklvfcQg{5+bU!71xbqs^mV)Sm*0`Y3LGTaP>Thd7 zrNikhn_+n=_JaHOR@b;oP3^{hnTw83XVO7xSN&-zL_i{mezp9c^n>;PFZCM;=@=YPWRqN; zaj)v}+HyVl8#_&3IWy1F(Nrm&BHvT6;{VCV77oJQR@Hd0f6_NiG$%-QOO#GdnpIx#K(y-|DJq0`gHc` z^C8C=`TsVYX3_Y=u)pbO!hxG7UG(x}?(M93aG2fK|G*K+^?3qr!nXH%`WtN|@;`Fd zUEOd|GJIYIqjdrQl=9eMO2-Tu_M_M=nmUW&ykebWaF0#+}-Fc@bl=? z-qY68`D=biZQ^CBoM<|Y`Pq~C2}T8-Ct{lvP5-bSQGN71Myc+y>Z9{9N?-LRF7Z~V zaprz2q|?arq|tlAHS7G^hMdWI8#&bUUgjrcEQ)P%w3xuIH*w!fp_kPVDqU}4_4E^$ zR3}_t*jmQv_GZVP!b-8%9&mjDI4%62JqXN!jzZ~RtwESS* zKPi8^ds{~Bnrw+_w!5b6<-B@1dcu>}EO{Tjwng96Kgj-gQ|y~ZYxK1LykOgB7o@e- z_k`lCcc(dy2SsdvLjy4JUcEw+Gs^)Q@?sLyUu7byX`lio0ZhFcumj#E#_;a!~k{B_H-PggRler2lsb(yziQEQo0Sti4DbG`R5b`E8~)_K=dEbp?Od!zH4 zB%eKR`}|Mre~MmazbL*t>AHt_=G&!ja%acADhfXJ=+y_lWs;fkk0(W3pJk=1Yif5; zcvb(q{pWVyYmwsK751ZCig~u&0x8ab!hi+;c7E90iKR;+A3 zQN5`?fiA*tO=J#9@g+Xh|MAqvb77nG$txSe?xvP%RtG;n7NI^PM19VioGW(BA!gTn zgE>vFt-q}ho~-!Rq#@nA_Nv#ZjsI>-h%tYkam~Xg+hm!k&QrlB2Ok}oBv%PZUpDui ze`Hkqs(O6;BbLdHmkWHdEtXB)|3KPLxc-I7$K`&)|7TzRqHx_~LU(AVIcQ|r=;>($! zGNxfpuT@fyfA}Q%ob8scOl7`G^;JFPuMl1ycdAZm`M=MSndcwBasO`Lz4>Bll~|4n z_p#p&;ae`~9X7Jtxu?;lK=NEu>hscSOO8wyZa>z$uUIBGo-Yu~vEVj4P?r7Y_4I)2 z&AS5J_UwBY^lcko`ifxplcyK0tKKv9=cA-mr{{gvT$0Ke!Tdas*U6(&vyAiPmE7$! zjihc*PSEx=n3fcI(5e04v<3IX^Y<23KL5m6)bmO~)h@Pnqv@iJGAz-2O}gv{Ke6vA zm)ubQ+$iDSz0?HkFn z)enlDe68~A&vWBT^VrXB-}Kz^^Wrzp9gVGg&o`}2IT%q;2#Sq4tkLt1oq96&H2Vod z{z;NgE~~Czr@{>KrAUq?*S3zV>tN-Kl7v? z-1PZZ|EkT)TRm$}vqzjS63emV-ZqCd`oHu1kM>_ALDc`V=~W^*s$9n&F9MZi4>fKS ziJXCi!s;Z4A0-D9<}L=6=!ZQwJXN{jG)uQTQ$O{e+OoZ&&6z&G&!;w+oKGq$nJLE- z&Dpe;?clWLgwu`&*`R2gE3aT3&USo5izkPh=!8RYTh12<7R>#k3T#3wf^?BORYamE*B?g zTN=3C(vINScFShr^pn!>Yo32gt)5m%m8d@Z#w? z{kKc(R;C5pHW_APaALfx&G$_5V~HmJxqp#;jk?DVOiNCfebdJHMs~W{`4=Km8|v-P zKlyKV9-@6iC2RLVo5O|%lg;n_Jol8@dj0!T3G)OccIbV!l08(!lVb@oIr_i>6PLYH z{+hV_1trV&8~t_jB0G5P9#`?a`EW}3sc~O&!f}Kd-}4T9Y3Ve5Wwc1xXUlnubB(gk z5Af~CTc;Ob{zviGgb?3m@0+u&3a_kGUjE?quCDwqYv1g5dir8Df5da+u=ll7YGn(g zb2z@BnBZ!AYTwkq zaj(uP+*ZA6e_ zpZFU{{@^)&pf5Rr{YI%+@xRZK9*WBhKd=40-0<__H_Hu;fBEz`&OLI#qI5kd^Cc&! z1uAbcVtc2h#rInvF zj|+TO=$HB5;OV{c_u(6SeQx%%GE$6GA<@_Sgie;WYrJy1r@AaulQlp6^5|G<(A@GyOiJN0C2y%R24nW*!b#4@jy=l05?fb2(>Ss;uR({-YZa33!sXxE0n2&tp zG<&2|sr@-Ys%?{MSiL6W{`Iz}_8n99)>zke@Tz9*yyvkyK-;N_@%f78PYP7mrxl+ugXx~)Z{yFlw z@nX`q+ZXSey_(N_erA=_8x`KNS!~vR%`^WT`nUCZfz+8N%ujYTWlQMjtO?~l#Hq%- z{Gq{(LWwsDncHh!^PWmC%Dg|(VD7gd-k8|p=-Q4{&-nC@ThBAxUAxi8`}*d4&!iT- zYT6ZGY9jZ(X2w$t6l8f$^2sKea*JV56*j>&~LHh%Fm^3GNxNNo14ND_RX-`uVct6 z?PI-XeXZNA>r2;5xn15DR%LwR+Tnk%P10^h{(p6(@a1{I1*gAQ-0+s^Y3BvE911t6 zJCr|OTYm2s!_K>9_7QVke%^82xKY@L&F*mFhUXSHoUgsR-N2UdVRwVuto{5M8yJq3 zGtZJ^tKP9J=5WIKM1#rkpzL}$K}}xaxy6YOUna4t$JF>6NbcZCKR9o50{@$>Q@-uo z@*}Kd!N2(CPPR)mb9vvIbQWq(=}G;V|CfE*g`)RKdOLqLhMzvRIO@vVh_bJx+`0@# zmG4Y#`MwFUC$HTus>7COaQxsJSX*)J{~IHZwCG*loS+|RaL<0nqSi9Wd17xWqYNgO z>&YuTH?VlAKVR>eO~f1vu5U7|)qPF2OWyA5O=n=)-<`hX=kE%(6JNGJo+-yt&Dm7A zdskDdo#bIuuxS!YG+>&0(;3vwG*Z4TBdUL{^7B%{K~H;aY6sj9wt%}TlKy&tbx zPv?Jgr*FkPgO$u}>+f-@F;9P}VNoC=)9~h)R9?$cw%5y+uH}hgyI9z3GHdsaTY6I+ zr*3J`uvjM2`!ilna~@00l)bsEs;^waoImYaw=k7rA9v*!h~6*$*=A zcz3(N?e4p8dUG0e9&LZfb7l39Jd4Z84-^awE=X7u@W@!O!3wi)tb*6r?dArD9`*y( zxyuhU1}FSvzL5T9dvk;5kxS_%W-KNZ?~Nz^Jo9CD*$cyh2@(>M1H!gkusdv6@IYe5 zN$ctS6M`jV>?Zh!FW&3OaRwv`vO(zAfgeTs8)nD8YrT6`?>p1(^6AyB^FFb8RvHQ? zxN^T0ob$=3lDYDM;G9pV&OLsSJjvkas@)4?o09JxFwB22!~8-`%-mqsZ~3dwH2l5& zivPxc^UcXl{gur}_BbZrb8vW@ueaYp?u?SmXQQ7CmaDTn?LNE=lDeZSZSjwS$uIkTZ2r>UVEX@zchc1-q*b3BEeZg)rC;s?b#{O7wC~yUIf8Ba zG;ZPTDR;W&Wh|;~bG~;%as40G_rc}||GmA$@-2V5+MEBgy@TIK=1=Jn*Z&g>D(Tbr zOf-%Im(qFDpJz@N^bfb0)C6vfOXff6F=u+LyR^#ZbcBcQ;h_2JSbyI*wvp|qx3$`) z1i_~0o8j>*qZd693lHDl^!mf%x2r49ah+kYc%8f@s6(=R&&1$+95?rEVK}k$jpDzHKSL7EKc4S?`}`yMFEha*RCqE5 zs_SYE8P^E1oj#?u9$K$>d*AUt;Fn*8GdMP+vUex7bqduLCZ z@hW-xu1hPpTl20SxF*PB7=An8|9QrmgX~?Up5MK@diTueo4EM=mnr66r@G6N!9Az+ z-{6E`3`z)#Z@JeubVgsPDp=H6CgoSDynK&fQTF{~#texdqVoPR;|u@GAJ3Hg6-J= z?Oer7&^VCgYN0~;A0=N!uRjk^0>$FJ6O#Ey?!<;W$0rwau3hr}L9&p^hMi9*T0g#Z z_QsAWcTd?|sW91oc}nT>*t-cEj2yEz80zU<-N)u&dTHKzA6u3_A*RL2>oOL`wmE|v zu`zAV2{(6!AOCEB;KYN=BlEtiu|wm1H{%Qc%@@zS68u0#)8JZV)J3PAJd@*N?m1l3JN$&% z+CME|Ufhf;)2kgCg_j@b41RD#vw(>!r^aia;*=YCahGnZZCPL3_Ic^QZ2{lUGxP9# zD|O3ajg>x=IWzRvVU-)#IajuMuY33Swc6@+O_wXwzDihl^2{+|^J6*s@7X8r-`D*> zJuCjNA68wv&OT#{_xVzX$rfyWGR*3IjlxgfZIiOt*S5SgB-(d(<8_ARx$?X{-}ScZ z^HyAX7WQqQYVnoO_pkrOG@EzW?fU>ZA((e3qQL_q5V7cl!%E zNlwdOIu=Y)kobQye1pUp6B!nGLsCkKXPUZWrMUHis?O#IM;r?tDMb8h%D3qKz3}pm z`BuHZ^ZhPQexTxMV0R7F^Q_pU53kpLGF}x{yC%BEt_s|~Z^w7cjRSW*Ng0*y)fF;;G$%-^JJmu8BO1x+nutTF{3uiQ_!-_;QP#ZEb5+36IsAn zcJhNGo(9=_KVM@%aqYR|wW$Ulz2!u>J!M$c`htZD>x<0SYWfnZrEfkq!0SXay zmEG@S)c#&b{qSu^xn6U|uWCI=c#5S&gT{u`4|Z<210EWm5PdM`tzm)q9gP_e6)Xw` z=2&p}F*H4X{?$v<(K?QH{(~6FD#Xk_$i^Km#gRqcmrgA7SsC{(uwa^oMW)CcOD<54 z`K__fy`41;Yxuv{Jh&`se`4pUIV|aZO~&d6Ke1oAzU%FbNyZD;v2c3-j5&4BDn7k8 zqIRztcVzz7i~If^Fw4L4ws_rc^}QyIdpYe)*!9*1P4c`vXZ4-t2Re~jY%JPQ8PgyB zJTP+sG-y7*_%LZhhUZk~=?`TriuvYPvY!)q{VGE(c+Ki`$v6LFO(siDpXX-0bNPYD zpah+dTbf$gs+_jnO15B4gY=gkx$7wltoJ?f$Is-V-eJvxXCfBGUe+HZH6AG}7XBM+ z{h!6y{#T>IzFA^+r)}BJ2{At|+TYabx8S4EP9qUOEeZM#=>wY%o{*Ej3%`s}LbvoCAHEpdqWY#ISSC3uTH~&)FFGmMxaB$6O ze6{cFt|qpc_chwTzpoayxv)Ka`8?+IlZ~679hh1Cz$f5s_i5?rpa%W!4)cnd2Zy(x zHvkPros(fs?`wR@|Kn*+Mq~Op@2FQ!Mjs?MtUnyNe5O_Lm4#TvV-UOflZ&oG#r2TJU9>; zs|*@@PPbq`H;4Ije86+Y=gpDRrg%lNx&JwM=gB3#{x!iqcNhFVI5jR||B^|ywfc+n zb*EMoFt=6BdoryoJcQ@1%2kt4{qG7E-U2=8U%`z($AV`H;KtwA52+^SPpo-puw%Yv zvCte#&U15E(oY;%DtLV98^cEz{FL9;X0Y#`p0s)ETAyj(BrE0}m3aN=k(0N^d%Ky7 z&VP}y@aCIi%6_ip=)YrpTh4#@w13TK@RZJ3g_mA4uDmP{_^DGYFvpVPoD54k!@>94 zZwH+F{KxqRja> zp>k2@r&)&r3m$6hV5kDSY`Ng^_~nehRj=$^Q4oQ- zyw5jvryO+M{NPZe0k{&Bv)~1dx@NF1=WprEZq?g*xj-Vuf=5q=O}t_KNmuElb>TS>vh}k4R;~N%E?HyG@R_YKIrenZ*_{$L2S006KNq_#v%}5N@|$0e-Q~*KQ!4$2}B&~I+!o6zCz;9 z-J>g)A9THx@W(v%qLVf6a&Ypp;9Y)j(`ONO^{}ob2NMgjc0*h_hfRFJ`fYhR&HZnW z&7Bc?bB?#^ij74ptY_yGM@C7%HEn3#y#9am?`@^BUz(+7UDzjTZn!k>Op|U(;j6@g zi3SoUFLsIDN(ToiqzI0kV9GtsUtC7)rX{39Eq<eamL4_7(g==kmh zg+*V}%st>4iA~aXw=vu6KQ5mqY<RQ`=|je@^o5xLnh5Y4QUlPlIa@<3I^b9UOr_c+?MW`fOFp zKV#m3J=Y!|e<p`#Qr)(&bBI^iBPX z$HUb0x9yRBFQ8+y%JJ_0tCnh0pS~`9!^3iY#jF2wmi-lfXu`$P%xc9uHC|!$*3MI) z{^8=wM-?Buyrl5nYnI0RpW6O4Zl_MAKVaX}>8F=^e(~h!o56EFYkaOOY1K=vnl7kv zHKBK!sP2~20X#ZS8&3!D_&jBPGNnY!(kAxww5xi~njhjTUl~ndI?P`oe=ec9{2|Y+ z{oLtO{%$`cx%tMu)HNlNu8jwscJr*|aRjyYP6u%D%x!nPHq|8aMd(3EgNt^~nj5CD z+c97H>TA*b?foIiE%oB(G=9HtHBKwsd*0%uaTil_>o>_+f<7Sa=Rw+^r#>-mVp`s^ zvrv5oPfc4;f+l|roA!@S1#UO@bEaSTmuu0?yHEDqk9(PWN~A!xTk|eG5G1$8cM4PR zPX^1C-A#5MUM3y9d=#wR39LOYvs(I`gV%@K1#C0k?Ji(5ZrU$>uH{~8Q;8%i*!_Fi z`%XbBjN1nV>oX@d-!t*-Zaf~qrt`G%xWc7c^V11?@0V}pS@wP3+|)z$vs07a8yUrm zNxlS)PiQbN`*iFnXv%BtlR0IQKRFRDf**GbLGGG+4HWOdB3Vv^PC?j z5D~S)#`cB7Z=TizA)t1QOt+mVyTACA$kU)PKxaiz05^+PMz&OC{*G+sBYp zotbhkwW~z(Xagu6q#g*8+rg81AjHlgFEi~{s)}mguO!DzqXNmUhNU(IGe0>`*R(GI zQ3s#@oOgQ0Jcik>yL!|PvG-)~*2&lOX4{&{zqf6s}E{S(A|d%?ONwOeYnmxR|uB=wx$ zbS8G0`T;kggf-2(np*o(dDIWA`3i|DL%wZ3KR%ZfCV(90*TAcOfbCOB`om}T(;1V_ zJboH&`rzZI#c!5>H2US!-_YxFz)d;fu;7M;od>pnMmfQy`e}AQW#PtVJw6>@HowDy z8y<4pP*}89d-8d`Ey8|3c1$;09~|^??SiB&-K$iKwSVt=baO^>*VfOw<|Tf*xmfB* zn81NqWjBLQ%gp@^u_EG25op+7hEbZS5Ymua_dmdD)G%4ukY} zPk&*!;la?8>IiD)A7%tkTk0KV+`zbJHFu}SZAz_+hn?mh3p z)WiJ%R8M3`ZJ5G-nMeJAkDWuGr#M^Na&OP;@l!yfgd8^tSaKLHUORemSxEEQko4J) z*oAv@9;`mCBJWk8nbyv^efy^ToqOV!ABevBsiz0j?mLvdbh&u;YVCA;>%4%+2kxb- zC?D0Dq#czp{~^bWlaOp^-5$M&zvjo$1g`s?b3qayYZ`W3J8=DqY39k?uNP)M&Uk+- z?AXs;h2IXYw4V3AaqsHg3tq8az4c(qFOARJDp&gpIc14TFE_t;?ZDpe5}XYm|2*Up zYxWgpN16lM=gT#@Y*WB<2MKTrXcJCgcKQDH6w9~#a5aTpAmZ5l*qK#KIVy~1vlyhE z66=%MZ>48Q8N3D0nYJgIDE}xmsz~?}>v-zwyUKrXkmI+M$8wW)l*asxESL7}fL6rZyZYq*?Xfse zIZZg>H0Oq=EH{`6bJL>^CvEz?u+}s{kNI0}o9EFdOD+A5ow~67o&DC?yJzpdv3^3> zPM&Z3r-X4FznZFZ%;@io+-im#RmG$AUm*U-v1CXCSIIBFFy>b5+Veo}Da&M#$8szg zrrAIEtJ3`Ky_)2Pdh3%BENAY|NvZmmt@{6H%0^HX^g$%So8uiMcV>#5Jh6QB?}FM3 z2a5h=TmIWB^FQjr&ZVJp#Y;n7HZ%4!#opT2CUMRxSXTF%WtzdsgkuG#R{je6af>tY z#y5@M+t#iU4&qDe?C$&=x$OAh#ULrbsvOnUs4wO?9wOsN&7^Z-}dq<>Y24#8Ldpn{1JWg z_N1D)N&3f@Pn*6pmQ8gW2Yf5dHzS-H>F>ptHPo3OsK^P-LN z&wLq`vk~V&;?q9I|91YDU4N|p?fD=2v+5`RzcufF)XDmf%4fR7ZY5j%PX%>VlP&&F zo!jo17@nEby~?Mq>EwZAi~n2a{J(W*+027>yC-D2)u$YK_f%)Gy;00 z`PWr5|JTJb{oejsNNmZEXS=R^j#vM={_-D?B92A1AK^3l8HZJTa=tXHXdnN%{xL{e zyZ)g5_AN=yN3R){UQ?d4drEDrY0+w*=dq=RrDw0KeH)#VJ1O_(qHBt!6<U9xP9`3rM|`<&-3rro4s9k>X-c0+g#@u`ZvYb^iGSC>{x$Z zbLDS?Ucbx23F@2%&qCHG7;-dlKB_H*&23vf<)7mw@Sse2Vwsd*gRJ_2KH-F)+!b32 zHH*EX@^bx>m%88dPgeahLyp0kv*F{p-;hG`4acFo;DwGm^TfVf&-q!Rm@xCdun!yG zVNigC|7*xUWAw6pv(K-GI+OoB*0~G{NPVk+po$optkXfsdi&YcWm1uBHy(>W6!u~B zgKBOvSA4bf&FeLRy_@sDKWaJXE0M8(%F&+!PP+xRZ#!hv(ONYHyJo3yjW-~yb)A0h`{^;?58OQZf#3GMyYH15y>^24ta}$zYWN%WvK*MhgLqn z_*bh-@^?sRJIzfnDv&%^Z~J_|+|M_&TRGp{*YipEUzd1@{nxWYPpX;Ts4^boX#~wI ze-IMzfh<4W`A(eea?hSu=N`_kZ8~`%-Gbqp3`6zQB5$QD-Z%A6ZvVX}OJdHnh(il< zI81(YUEj3Tdv=CMXvLPlI!D~*zm(iCokv3afT+$FyW7QVXP)$y?*pyRohvI^IGs+xP=H+NetE47IZRGw{g>ppXJbok7Gq@Px2 z7af+Yk&CunEjw*(w8iUZ@>^>88~3&xh;vRjuejm4zzo<>MqK&E=1w<<2M^eybHOq< ziaFjeUV8RQQg_AQ%@Zlx+LzrOv~{Um z_g&FzvPBh?#AfUbX||G`IV1Y6i+HkxNF&2mRnRmmMa6&2zI%7sblw^AWt-LU2D-Td#?+ivaV zj6A*cZF0}b&~%=+>ym6t%e8;+>iHS+>i_4`=6kDdWlV2W5?*=LaJ_c0N$FLe&uh!T zfnA~f6P)>2z{8*EpyAKui5AL}8>Txx+woig6w;O~-wwoN?kUv#ow?`Z`OFLRTD<#> z=C^sjFtTO(CdBx-@+zo_Q^4}Zk_pm45@B2Z;K^lC;}df}$}m>_Tg`6W;x)<{NMm1c1CvEYc_eA~uojt!7o?h_RdV1miv#C}8q*eYO<+cHLmVP28i7b1* z+Z|ZqcSNEPT=Jc(XMVo_llY%c-kwL7E`6698^pRwFE!r$+S04Vakng!x{IIKZd$*v zwAQ$0jiT^GT_ zw&1@+xBtcKw$m~>p9D{T`7?jQAMyPuYd~$j{S&4!v`~>91V$W#+v9 zY$xjr?{5SR+s$K<0o6C4#WqjeF85UI3KRAE&GUSJD~ZZa$wYQVPD1T-tG55n>q4I3cCz8epQumF_!ty)>qGbd_QBw zYn?}bo*Q=*M;@tp{V(&#AD%brg2umm&eu0T+5h4vIA)Qm^mm6j&T;ID-tKFatyaJw zW5K{D!*DwOL$>F^*0QoA*S1^zI=D9Og2I)r8as9wujF?B?f=$fhRL2SmpbkKuJ>8) z_mZch!Ta~IDP6hK-F?q5KQfQO-LqliqMu!2r_wWjbbU2Tp2&(0;k#hBr1l4wgcsY~{*pB&g>*IITjXzl9l@Aj|Tcdce>W0~W{)9D{< zCQp#8U6y_z(CEPm$$}?5Gr(i`{55UH2{(UksMun#QSTw+9B}?rEO;VdVf8iYc-V~% zcjwM!znXU7-j+?BYs)I;nuLfxjxN8yPd{`&=hf^WsVBY7dpED#^8V?%iucWP>*n^@ zGWShlOg{TxRLA6eH_NAe4stG_isa{k{d-#+KW6;=@^+r|TO)|8(+>zvs(PI*JGpyb ztz#Tp3ESJb{cC+9P2;*`LtgZpD3SiAS$aIgSwUy>w-@h%eeSv6KX-eU(Rs!`Tc$oC z#^ie^xx}p4Es9v+b?xibrZZAgWIH<8o&7FchyvNw!O<^ zZ+~#$&NimGsyE9H-+#2B<+kmMf7*YypNqGAxhk`NQ~vW!&b`NrWA$U>nOSU?sUHXw zN|>V+zU6}4Vc~|Edm3#%Ncc6RJ}(T(jhS(!UX-UCJXZ)xuMz*6;_cYwS3SN~sP*;j zwWZEVLQ%VSh!k<&+u5)(a{H$BzmJtooV@X^*p-KR(yQE_lug*Z^#9YN90u)v5U=>X z125R(u=pebDO1laE;9b~GU&+rYVdffFeqRAkt_K7+(<@(KTM6Qhh6)!d86SDpI4j( zP2HDF82wrff!7#>>m81IA7l6B@Z#+QzuaKU zKO;ZYpZS@4xjpxci>Xyib5t1JR_p_{=lsAvEszBH^xosM>GBDe0;cQ9PO@P1o5P^) z*C5Og{yci-y=j)gF$XRG27O!iWLNgO)4l#TEqxOAmHxkWRkzYebypZ?#RFr8p4#14 zR`XS_W^~Aid&OBWiA5s2cx{5=jI;_d$SV6!j71(18gH2Aue&R_HnxrV!4bxSM+_E; zLL2x?HCJq`TC+6_tc%4Ij4kf``&)*w7l_nL+zP!*F8>7 zn~*f4KHbaqzwe~~N&6n7_e6gOIxRO?xts4vy85h)=@0*y7yg@lhd*8Nc$(zi%tQa4 z>MU-S-0=UK&SmBYDvSk}7%V=jfW}4T&KSus82@Cj?6>nhwfwXuznI#&dg15$J3q(& zWUkx!%l_NyxZ=6|I!3+TH)p4w+$P#@u6sAj;j_@EM{S+4-z;y2mBj7lvFq12J&=7p zUhm`??UH434Cg^%Ju^SYoRF$cLFJnRQHeO~kGV@-qS+-HV~pn>7@1q^d67(f%d z@i}*IZPoGGFA;kEP0+V%tx^Wlw-v@MI(%{G*4p0W;uXbiEA5_b@OiNKP4vc(WtOqK zO}74fd`7U~m0-an4vFm3YZDAR(kz(LV9TWZQVVJtI zgY{3|yo0MB-#cskvi-Bqul~qf zeZ6ho!O^apUuHI6F@B&TY2bGkRBtKH_;xfJv^xALv-S3@{GW_!rhksCmIkl+Yd_HG z4BlD6@3Sm6>$P(M+j+Z~TXxs}hI$-){>_!+d+YX1`ST@%tixjJGggNzu4Pjwh&`0` zW44oq_v#><&ol2hKhUw%T4u8@V_}V2F$cUtxL$po-(ch0-Cdt%o>44#2A+~3&e(!0}kEP48R(qz~9+gU$pSF>O81&OIxWZ^^#;s(9vkBU_epLQKlWpaq>g?FT@!?iD=k2R41S zS;eB`lM^I8RoI73?l8oGOO_ryw)D;NgU9TrGiLZSFLl3tzDe~9)R(H@wRY=S4uV(j zKV`NqUp(n?WE$gYrRm_}E%?D1%>uSnuO}Clez@(*nwzrqyaMaDw?)lcW`xz%72Feh zvzYtp_8{)2MSt-(yXfEBEFvmRxe|eotBzXsyMuenU_qdbqR!I%!(8 zd$!l^o{As4+%I$*&oq8;MzY`;j|KDMTJbXpiS6YFc~T_zbEh5nv-_Y=f5T>%0~JXX zuH0`8Y&b1GL)*oEeBDdyA6#~A-@4J?K+=Lo{lHA&2Rtp`a&?#^_vR-{u8{s?HtnF* z;rl(QRSa`f8IE}|gBLh3SO~Z522b1;aW?bc`t)*==PUmu_pZ5hae7j5e3f+Vvgi9nt9=Kr|9w)Dsb%|LchdhyS^J@lHqhYy`GSAi*8PihCxaToS04I2 z{Ik8_U$n*lsrwlY^VT}BzFGe8nEialYAHS2TXkZ33(tRH+2O&|bEOv4jh@3GehAvU zKUXKfczU@upZ`x#!70htz|DSuwc*|ErJM~PZ!hIs?XxF()`tK2dcL*{dO{4zcbACj z%qf$c#~M>12I=Qbw~3mWBDP^wU+t&+-=EL7DV01|&;21R{r0+TqNo4wdLOf!C*`Hy zy1Os01RXD)JFlcj?nd?fysI&{N_Xg9xW*~)!{*w~SDmUypT1sk_eyHjzi5^Jy0iX^ z9ZCSrjig%qPX(`IDvoDk-_qL2TN$uqAK0I|bN-7x*lc38bBb-hUtVhdtWfQWInJNt z_|Kf9)HmANe8T*0QBSJ{^S z&ENjfefmqzf{82=j~l_AawhQX%jp6p9qat?$=UM-Ysw|_W?3-l$uNrdHF*DeXwvMt z_x&=5MiYA>|uOrBiOZPQ8`BLBM6@@71p+e#>4ZdB%7G^PJ$@Q@7qa za?hISOBGv;3iGj>;5orLjN<1Szza()Ev*Y?Dy1)S>^yf!vfv@ljsmur2FBe9pZ*`n z<4Zh})^Kr|nabDcN5j6caJ%2RwQtLn|1w$6HCJ6e-oI&mTtxG;T|aaaBd5JQeo`v< z|NPTi{wu|}876FSn7$CaB;r)+ikgJyZzpknk<7f*w?OZOaYB>b=kR$ydZtW0e?Y(C zgUdomljAR3e)5>jXjA`xKm9_TRNTVzGw!9cD2ML!0+n0~d1h<_*U;@%6{`RW*-1WY>pF91+zgUaKZ}y9yyAoUR-q@&D3=*Kuk_J=F_1-J+ z*SKA{9Z+&_hsny%rge|3H;TVCp2Fx|`M`M9mi$W$Bo6Ozi>J3-f=H|&KK}B^>5Gw^*slpJ|21rz8}=J<)s|>psZ2IF&u}Go$Xbt{2HE${v%7@yuNist6kqvFLL_nol|Qge6%xCSMC1cI@i8#%HK;}y3f8j zF5R-_*URb6yKcUotLCvhP(ngy%Vp3a4baNk03M#X>Wj_&E-h&j+||%wB5A>U^gxiD z1+PeR#cm76WwpC48vout%DGy&zPPY!@A(rpkv_iQ74b(8gxqtG`@wVcz=fX{3k0_+ z6iKokoWlHn>T)}0OM^d6WfST;?XDcxu)N(d|Azk61)}G>*OttSJ@ul9dCPix!!6w0 zlU6=+d%tb!Ud@GfXI;<}*8ID5&I^;3<+D`gx-}+bF5GAC$bKtRgJT(_EHK|8>^JMi z5-mf}aI6$p(^8uPDTdu9k9KUaRn^AB$L#c!4i3jgwXSF7edKTsheil?US8Pnx! zkh$P?$Ax|syJl=yb_|sB7s^DOVxG?UE=rjr-bYJ!y3r%{hu*iZzetaaIlVJyLz)1K zvu;O>xbgFxo_(Tip`76v_p_p&|5BQ2HUFm3?>iyScic-(F=hRux2Ngofn*J~Wv~|M z#olRZfn1Buy=7kJZV6fU!hBf&hnq$7ogc9l%-`}4ORn+%v$x>b7nvJ6m(oqx&A6(i14>c#r@wNjY7 z(Y3vkGZVYwW?tBr*YxVw>syDWTwVL3f7AE1c9nj)eo;wL%kJ~}oNw%PS?N}saM%(w zj`n(LCu9T2rFQj)FDG5zF6{x@9l(=g!DiM``Z^~*YvM_UrgZZCZk8#`%DK4*F6 z%HSoZE?)jy|I?dybMMN7oxhwqzg^v5w3~DHyRF3@nRaKtNZjz?=}Auv+j2qA+1v2~ zr0sTr-+oq_i&g=z-BoojP^Rc>!5w{vy?YD1Re(?O_H_H$5@AC0) z>|JtT$Lk1CS7P~rwlt<-@HU39)^m0rUQW8~zGW$B+Kt6bh6%J;X9nZ%?FT{2h|+k{ z`09;kyj0vUQ9xofA82+Z%>txqGh{c?l7sEciJ$&kSYLm7Em4_s|3%F^`t_2Nw*;xa z{Chtweb3Zj2mTvd{5G9bo5|*LQ#av*pajd_@B>wC(4p}gkHZqC&9PZKPfcBa@qQn_ ze^qSUOz|q=FJ?|;{5_NLv23-p)|zw+=Cp^hhq%udu-TN~JG1xIeTB|Xzc=b@*rp$t zXPj_eas&G_tT?aY=?CN_415FUyPf}e|MZK>uD{!Utrn5C5q4vfNn`7IljPj`(MMs%x9;ut zDqlCZ`@gYCtM;p&#`3)IQ*FbMDzySO84G5<4dOeN&$r!fTQb-C?H!h?yIjIWT=tOx zE06M-Fq(fq_1&)Yz0(x`-3HO9Sn* zeDF}%x?l3NWPP*CzMyR#Cv+lbv;{vnp!wks=R0<(3-|d<7VMYJ2>5@yF>T3#M7EU` z;dj}%tSwphNzQ03zxVUtVf8XS=H92qlU0`VrMt*0L{@;c7dZIbuD-JP%cR9en$|bZ zchgS}{IzqfXHEk5+xqJ`yQ|;u1o63#D|}hL?vIioj)TX zv3+I!iVgD~O3Y|2=g_w~Z1~~MPPzXZ=5-pJyU`l_K*pi~yd&;FV`k8Ald5@F_KE%K zUh-{ydINL3>eCl9Co;FsWPZ%OhgbBP@fM{cGTS^2vTHwFQ*YV2?|RZ4N!3lWj>vlR zPtdVBY+3L?#^S)Uds;8uE_HVoo14qp_S(FzUKw_k(J-ufy4kCz<^f$1u0g_v&Kq0P zH#FYcKd)POw~BiF&egxwoh2*_W>^~h^D+;KIA6dg!*TL%jm*yvFz$TUoBpYN-pTn@Y&$>d+Zq==U@$G#W#?--`j6du!@P&pjgimU z`RCuLG!vgv->kA^$EkD+PCoF)!RP)3|MzizEq_1Tq5k(i&M*6G?~Awz$fODMOpP=P zi8%jZ?E#%V&J_ReI+dd&9))1xKpdpnLzMzrG5*yH?=#52>H)QyVU~ zElCgAq+;)Co2;8`u|aS4V(z6|y4c^}|5g}OdbLtM$Ig@DrD5&V%uxC`$h4IPvxaY z*Kc!bxaYatZ~3O6;!jBy#j_Q*eXu`%Y_9j&O39Y>lOIfEX`jjRxOxMx=rvQYXConD z_&AICtja~>Pu~`JJy5YI5R$Rr)HZSpEbGtuBc(LnEbGx~Jg5E?~7YWE%a`eftoR@##KlSFaW3#@*c<65X zrSvNG!Hb0_B|a3-TB3gE{ud+Nn(R1rwd;$uf5`pMt#{D%+_Y3|?>+VK(_1s$gk;i% zWOO_;mNc8qmOlO-<7ClY4xBv3YWIpPrb0@{rLS zX7_WA$_2Nkd0*wWa=K7>Sj}WX`P$R3R(UQHES+8c>6&rH)H~-pR6fUF5ISPUeT;pT zk=GWr|Cio=y{zV!NspLtsdP4!P? zESSpodZs(n%|6%g&u(rb+kU@vH$ItkzMhqT+PJbM&owGPKcG|d;R9!)ypO`o!V|pUr-q{=%heT=c-A_(6tc!IR&Okw3cI z%Q^HRY0_-EVqLS#vWn{b%Q}$}ZN(2xSQfCnn^mlF({-&=+P1?sy?0)xaxC2$qFSl{ zEsy7l`pgq4vMR;Fmk-VT<{3}qm7UE zDBjS?2bXkUJN~Fv{LP-lzvJWS6Ytw+#up`TIdh`%@tMYt&N&MrQVwh}G5C_Nd)U%| zd;X1`@plf|d8gcLdHjM|g&UM{EZO@GG{(MAeQ|Hvvh@?h9`h7Dh?;uom&*T+)xlF1 zT-O#+nfy}K)HmeA(_6PqK1^aM%Y5uCo;>Y!N!pPEg~tw5L=-!>n(``cjRy~7fl||^ zfDIBAlV13mmFc@Yk+3M@k+Ed!YlvMRbZ-AL#vGr?&!%7eyyR!@7nMx5>q`V#mP@j@ zb2kaIAJqAC^ssfy+U$rQN6x7_Z`iG<=2;@U+Q>d2DP}Tw_mcX9EulfPq=GUHPu@Sd zi|vac%S@Y;h*!Sahoc;t|61=2Q}sHvWc7=qhd6(~-&(r2Tt`jv%Ac+2ZhUjn_f$L?t5y~B`^7H!w0}20V+qL(y z7e1diS8cl*W0mCILyzV!o@o2x{KoV@j{3!u*Hka^Nnd(BblR2@Y51e*9(N^KmtHveR$;a`0EaqiMqUk&3W@qRCO;c zvbQmS?AY&_>d{LPw$?U zuh7q0J+lfmzGmU}gPn&Tu#{|nqV?KbHS=oP1pmeTe)qGoc<*1Sj*^LBtmQk~dHhLo z*G@0M zs8&Ut*tGXZVZkE{i$WQjdZwS+UllBKrx`BPsyz7h|K%+wKG}Qxi%Aj7cqH%rU5M$) zy4hxnr>%WgA$#!lsjuIr>D{_vdTu`L#|F z*HySL`)mn6?;U-)Kw*xBfS(M<`S}m5+J9tAGMq4Bue$j!lkbb!uhTLdw#J_xn0!u9 z=>xT2e{6ejWIO9-aH*Lc-MIJV%apfS+v8OGnuU)a?0o#-iv1R!{}+t@I-mYhzsW}~ zv0z@J!MuRG0f{=`x@Q`s?zz72My09!-A_yEpXpc>i_Nj*KDQ%1{NJazNr|2|UWbCc z{TG+7&61n^wQlMpsie8nGZ&PGrs()y(h=Q0W0r&bUYpL#LJJqZcshOhJV~$>ar?J} zny-f+oJlm`2IZfKO)Rrn&ijYIesrbmnSn*I#2ibWdG-w6R{wXgebDor9q)Gj^0Vz1 z&ZVsC+2Wv!802R z=K8DG&mVl#&|z-WJo??}mquh+VU$i3f9b>17q-_bZ0z30 zr5hQ)aMwp8+bw4~T0Zl%eB9U1D|*dLh9iBS@r+h}IXlIe%SkUy>|^!2Ke^8Q{NN1O zn#b4fMqhV%CN=wV!@ql`94+;4X9;pVm*jZtvb#|!;`)cP2WRH?fZnF+G(Em?crS+!O)>eJVC9X6jH*nCddv#Z9rbt{kKHdvWCt6jh1_FZ!iC$Dbr z$;RwZOOEZ`y=%wBD{f%{>mJwqGWiv-<->}8UrnzgMrHb|*ZZEi@uh2{lx*JeYU#bx z*-zc=3}KsD)!Y2JqxrK>NTK$_Hm=u_`^+tb7wm@Az^_-S{QOh0^3lrE>>gs%9-3Gb zOU zwBUZ!Ybn2G_0{G}`<_mkvR9YOr#Vjlz+cUYVgKc? zM4W!`EWvYHRCbl=Qnd@*=MTI~He5W-{k;*(b&++#vjo|mOR_!QRL9(Uchm7h@iu!N z_ivx~(4d0rbW=*<)XOTJTXoD5QekfVDSSs|rT^mnK0*IyvAxhcyYYTl{lw(v)KeVI zr+JzM6LVG=Ow$CFKOfE=X6K(T;Fs3@%G_>`xp}CqLy~N;1&^K#8>r33`KwgVH(z~f z%dvH{9Q1$sl=+4oI(Pj-s?3I;JX<<`t$Xg?|@4s-S)-(Op{CcnJ;%&Dp-P~OJI)sP&oTazc;?&}=5l>Uyg5AVo z(!_dxTbTvi=vh`EcIJ@v`#+#AS^TuRxhjt9E4HkAXs`paA8)v$HQ|O=O)ulU4k56Zd_Ym>Zsm!Zuf(&iys^cEMVO7I{VDN=^>@Zg~cK&r1thO2kL8{eKh-B!SipY zU)0BOe3?Htd*w&Wmd!>XkRTQ5I2lxe{I-UifK zd>A3dzT7q?CHy2 zUu7;in7ZuX34ZgCi0k03h~N^5qdb`Ft+dF&nYl&$6LfqIXBIp(*}<^3H_F2O+KNpl zUTQwPxq5l#g#Z5yy3VA3P4`T(WiCH!IWv9HK8FeQ$5?rfv0t*Db5z&v^}BB~*5&tW zL(-`3O=+z)+2F`h+*82&{9y6(t-5_-enOGO;=37F7s$nc)9?BD55z5bMT&Qv&rGoX znCsUZ+EzdF@)beO>yn(0^-G;w3wgQg9dGoRg4+U#d(T{+kyf|s*2lkhnN_ZtOjUk( zYGT3BzX#1Nd0*uhNlm!_%w)m;T)$v&0dB^uk=R9g}_We_^ z;UMqP{W3XjDlzFQF}gzQz-r)@zg?rPr~fhdZuAbB?zt~^L&3k>CLU4oN-wlSKKh@zzVm}ei}sY54K6#1l+GNA z7l?auXb#8b51sb6XNp(d*T}5f$iBKrCB_o$%Y zeubRRQjkJKv)er2^X07@cKGis)VgCKnm32b{Km1>(=QyGf9Zmex=zuaVFGv< z#OLtA4|jIPap%Mu2gXajd+Tx8LLyIw$DFTi_Wyz`=t?1W+U%N2JoaQu{n+ou1<&@(PhR+L9k0+gQM?6Z3W6SR|* z|4qHtvP^Pg!R(C&>+Hdyp>+r}Y?Ub0*ZTZibc{<$Mnz6`(|s2M&$f?pMBLO5J&G z@_{+8cvgH;y2)9O*4sXXzZP}Ftk3%3$OdaDLv4!XT#V=Pju6t5fFtFzJ3Usd}CzmOXXV345?9^t$;~J- z|52&q4Kt^QX3mK=Y5N+J4DAaw;8pVZ)v`jl_q6vk9qM&{cx++8KUGvpL*8PjX_x z?1=``9^G(Ad>HrGx>fqV=9xpF=Fhs+gWsODe_wswzgPI-vCe|WE<0xS?lf_)oFx{? zZM|IQ^tyYge33r>Y@F({saljp`;!%@!HvYYXc=JENbHB^u0?zmMwi|vzXfuee( zfVD1HQn1tocKw>Lt_vGH$Q7`^X-ndh5k3 zLC)`zoR4#zKurb$H&n>upu~{zA!{*D)ro zj=tcW8~g0u3!8a!YG$%sJZYkQ*nN#Ff1sXC^VIgQdsm*R-Fe;YSxv?)Ncc`Kb#67~ zRX;S>09H7LPZvDrAAYuU7kI?7vEaEw#XpAqAAJ5^G2Zd=`#IyU_ic=Y9@+^f{?P>W z+bsm&fvQW;U}to!2;+?TdSNx^KY+?rNI*QeK4G`c_RTsSU-w;PU24b@X?{24`WD|W zJAPE(6pQ;bGi1xZxUZUzzTMrPxqw}0%bChCuD2U=I>#R}hTX!*L|XPu#k zgvbjiDew@}F;kP8r01qlDmLCS0Tx+@-kkJ3 z2>;doMsYiCrDp219S^G2Uw!?f$-nxo)#>l9R7%%&etmwdO=OFQ>#kcn)r%j$nAthg zZOJN7XmD%=70&m5fw~gYb*``3nclf3;)CfwW)<%90ctkw;`2VrR~@T=A?dQGeBQ_Z z&t@7_rRnW&kiKUg5^+92#irfY&l%Jq`>}cMap`mW0xxkr+Q{x9HgBOv1)shRvq!|W zL%LdPr+&G%=Kp-R_gg;9wm6{rd`r~DLng({Yd@@fu3Bne*!j)2sdB-+r=CfdR>w`s z5AQ4}DKzn&i&Qvv&a{J}bY0ArbsJJ3g>c*t# zFS+g=3$r6L^TYgCOh04$>fP)YU$ye@?EPs}rT*@dQOiqT{YhM|=|NJLl|0;nQYK7G z^cRZ@S1(@dy*T?>>=q9nP_zAl?;#V=%!pK1%fip^-e$K%3N;^o<;y=M;yTEm;_H42 za3(jabSuuBo$^zM`&|?Fy6JxzH^~Xuzj`)%-Ojg3O~2GtbpA=lPENlrp~A!UTB@rh z6FinB!s+~cXT&aZ?=M?kC9PTL^P~Qu_w@iZp7{^V*PWE#b!-azzT&g`+Z7jQpL#K? zQeL+&1C(1egy$XZ-qL22C}pR3N34Q>o?lMtJ-f4$S~E3-<{jp~e1_$l(dR#}B^9=r z6xT)Co}F_)tbVHH;?!3eGp(YJ2_yzYoDNX3X&0Zi&}BxOKga3y8HqDza+t4C{Q@dL zr*NEq*qXY5%O%4qX@>%{lT+AtlV6jXQ;Z$YEMlL$!S3+s7pluO?NXMPrqAKYY~z^C z<|uQy`45k0(<=Y#GnVx(n>kZ6s0TFmAi{b6A;?Y39ts~a+MySA=kn#PIr$sssB&Kh zhugA)MTaJZmY!^`)u>AEy4l*w>-5RcZS5h+(!X0GY#EEiQhj4(7DO8qEIxhvn||BJ zPxUK1Enh!9_UXm17c=duk1-?$M4Z2{O0c-%p(IyJ=8u+wXp!EA<&zz6%6&dS z4wOoNa$L9bZT{VI>yWUoHmZ2SBmxGuV| z0bCblZ{3~w;N>cB?$ZS_Z!Gz~$*@=7I5@lbilf5yS;>)+Y}-Ya&;Pw!<>Lvv>MsXQ zn_Muuy7M&0<1Aje*FpPw?M`o6VA5(5RiA$#25LjH<$7L`?!vaupzb%g9bS3v+mbsv zoU`hpE*HqXvE=_YhyDEg2mSZfT-p8qX866oP3+D4c82X0yE}RR>N5e?j2ilD{dS6+ zoWA?d^0xFn_qH|8`*ud}`I_(M&#SgNTKoe0Bl+(}P;|{qkibF`%rn-_dvwPl58JHOk1qhG7O zmam$eT9x_Z(EnU{^;BC~y}#2Jh0Dc7rKudOQ#;tP*DNIBbb-(tOHN3)`}>B9{kHaV z*RK7>aPpAh9F}Uorsw=0)LC@pu2gkdmEEX%y5hTEn7!TfHSguQ*Kx&flMX%?_xG=t8o~B5sju7@^SrbD_f*5UD8arsq2~F%g@>%#iWAOTLWgAgS)-2o z_^V&uQ+xl3CHuEI%+==_Z4;v6C&#^b9sSGlLIyAMogH3zt4u%7nttWll$hF^@)x?V ze=eVNrs`y>4*N0r2Xie}Z(Eno_vi95UJQ zv2r3)vA`Qkj&Cw7)lar;ZC~`lWXr1MtZTBLv4t+2ea)=Dir*k_X_e&OeI^&8FQnW$ z?K{o+n#qFiRsUz4sfp}&j}1%jNqll3@!5e0&qU_dvklD859sXqe2!nvZsX@Y8e7f1 zoeWvI5Ta zxWmI|V)>fSmusJ#cYmHL_xS<=84C`+f5GQ}@Y^;^_rJG!{Qs=6G6$bA$1&kU(i%QL zS6k+&tBXNLsZQ?M_U~B#^D|H9fUAD+6urWVsXk`Ymuzki>)ljy%w$50+4QL7lU1{u ze4CnYO1vp5H1t#oVcw@*DZMx4an&{R%+j?{dj5Zp8#FyIXinJUp9N}OtQB#L2KQ^1 zSN=#_Z!=f*;LO{8ate_<+9p3Z;Q8SX=RcL7cBi{eF4sFLswU&FTyDDSR;}jRpYwT- zUNgQ>pY3@+sPl5x+U_2<`i33aul{`tXGwFfBqz49*6KdA*ie58;%wU7pznFqX z+b+M{eyR#=e!&Bkihm5|k#8@*s0{nP>DTHt-`1y3@QGjg^uV8eoyqNU7s&bO)*&~&z{Bb-cGOX-~-R_>=q1K~faYn@=LP*8} zv?2lC3Jy=#S7h=0-hG`NaZvNhy)zZ_9p8e$~5Won`Ua&zE1+UaE4} zJN|6)>K&gSq<&d<@Dhy+c294IV!AwO$bea5VRD>HxD&s6KPusCNSarrH;=rI!= z$V6x+Xd*QA-u7jkpSL~OWbs18lCMvO-Mz0_`9ip-#jEpgEuyRi?{nMs-s=qb_eJ&J zl&#+@0)C}RPtkkn$#J&y=Z5at;Tsw&bVO`dKgd4ySL*VSiR{N`vb&#dR&PzMp7{B} ziAqSZvE%B|FDCYLYmVmz30v~_&0%*x*ZiFSgM0t)(@xR*@7tQ+;rM1!B_1^;bi%!o zS6OE47vq*SK1x2h>8PIV%xbQCVR2jM)Sh=-EfHF7d!YyHk?xz|DN~CXt&l2V!yl)& zw=(N~B$OrFZxGIw>}ys&e(KteSqQJXi$9w7ddg|4Zhd>LAK%OsXsoilfeR*c?B*~P*EY>G_ zA$xVyLUpC0W&33GFDtw_dv{m3?ehtR-KTG#^3F1B*9czry>x-Yiy0Hyj?ZL!y!=K$ zqU>SBu=5V9R%^{&I};u^)9hRWQ1#@xr=zLM5jlgzOW)R305 zt9Y*7;_Tf$-EXo>e#2IME#>rs6E{CN5m|5~_n_ZDH$QWwCwY3QwNkeJ{&8;ghZ*m8 zvl%J2P70p>wXEyyq}N9wj{f->yvT(Oo_~HnJ(Ri2P0!jU{v*T5L#A`s-2IxBH(j^B zUgOjs@AjYjdP4JkP|hh_cF?2A3_J=g^Yb2bn4G&?cA-gi@ z_ZHrYpx;KkdXsPMUw5$kmENTyld~SpkA0dyzP$#DSiffF`_hmRhiUJp-}NxIkDb2f zz^t~z4^AW&JTb6fsxJNI7qGtSa`kL6>u&+_sTN+gOIC$`265JZKln0t#>Naz;oU#E zzUaMJ_(3dcf{BOGXK%O3ZW43SBzoL!%|j&4s~pPSUjZ3|IC3s^!N$v%RVF?)yH-}$ zaAcNRA$Z<-L+N&RNkcF0UqTCSXFut&>xjuedR00n+wA+71#!!k&fCIMr@2vb+lOsc z>iZ{O`?^hYZ9?%(j^%=^%OzPK_r2j2y=E)}Iv6$*T-si}0wY5nzEJi7KT13OW9A$Y>o+eL+`7?KSOc)4AS?dL8NykVp`YLTg1C(XHc{qEaZ?QI8TIosF_Gv_A6&yM4fTi+eGbRx_0nJntwO~MN|{y)gK zCbQyb!nL2E(b;+7OE0N;Mohcz4GsulPzgWb=7G~JH=|zYp1yxQ?cj>*`SqEW?d$S| z-yY)pn$+;9>Y}X3L6Piw>AjafzcKtWBXwcuy7#&LnJou1+YatHo8sJR%G-`u@1nTA zZPre=mYvU^F-~gDwBYlTVPAg6XR}1sr}kwh&zMZR*dXUyyz`EqGQXcO|FQcoLCI^M zxrN{&=(Oi*%XNQx{na_|D=mEpn(3co!RNQ(>UXWTe_l(j5OTcyZ2Hy9TYl!wf3B75 zcDe_&C_&=>#ry>uW@iX3+#7GR$GIX=lCN1fhxeHAm-|1yRPHPRFPZ=?TVQDZ%COi% z?MT4t%FJITRiUTi_oqm5cunokFrVVg9iMc5<&-zhC7j=1?&-CAE>`^7wLAN1MQoHx zFUS@P@Y090hx&5&K(j6F2aBI;t`+mYeC_!EZC_dGSOXP zPP#;o^ewXxiSsFZh@v<)GDQ5OF;Cu)Mb8<9vS*!1EO=%B8qIRzu(Xz6o!56VqVYlI z*Oj4nAFN#L$h*V$Me5gC`s^Dc-tV)NnSL)UzTWSRC)*P7jJW+Jr<8fl8S@;QZUpKF z{9r9w1DoNj^4|LO%$C(VmmCeeb0)Lk8F;q3aPj)Qt5dd4e)2f9{Bp$QGrU28sUZ?G zOpk6|=D6pzYT>ugWe&P5Y4<~#>@qahEim_e*}M9>q_13I!Ms9)cP2MMBesPF&#apv z`PEkMo68x0^>{UFOZap#&xcaK0I}D(ISQR^J(8MMk@rhBi~mcNc4$kgG%(39e73^+ zP|2}3FK?MD^Pe;3KW6$GG~aZt8M3%!4tx57z1`yelU06g+L5PPtT4w?;G7J{^B*q* zgzaUr9<@9B{@K1T?a9H)X9qc&LF3N?DWJI~o0<>j{5ej4Pc^mgofLBR-9z?oNxrbv z5Nki}{iePCz`VORq9U)jAAaZbUovuyX@YyvHR=27&BLEg{Pt|-Hzn^|4vF!CDNV)u zD#KVe$;f4^Et`=S5d)o-Hsd4w!AZVy^u`eKoNM>$VGXU#r+W;@EcoH+Q~XU6iKxFrc9MCTKXS0A$439o*Z^_ddV% za;hq0H?Li9+$Ht3VpoISZ&HfB^MuME3RuL-t7PLW>;p^G>txGwu)sv zbGDtCV;1cfZLvHRoSAcM4_28u9{j>v@wr6;9s2ufDhG+N@)b zcc}bYQ1369CN}$JKzt16r4?;+cFi=s_pLJK+DFUhD))EHS!ZjUbjv6?s>T_-JU#i= zAwykm(E6SoR(lfONY7t4Q;HwFX2US|;f!qzE_+WEIF?U+m{cAvsrTZY(H$eD8%D}E zk_2-ea!hO8udt_p#eIWLjnj@RQw;R|A`|@&A3b9m)%JjTas*_L0_jv#6tW|AzY4l71PHKaQM>jhy2(TSak3 zaydU}ku_)T!&m|8%?Q@Fm~6?x_v$KSl2mc{ly%TaSX%J_R2c z&arhJH8`AYEV5~4`SZ1)E^P5nt*CECo+{=Jr+zzhe&uoB(W-psr|^R-Dg67z?(C~J zH$9kk=k`j@U;p1;F)_MlWPC44GGB4dSNj`{UwP8^Kvojitc_#w722CwXJ}e@EZX9+ z?wpTe2^*IFonzqhY5Q8%`}gd7p#D0hp-1F_I7N^9f9wW_@QW~kAO@%Vmx1V=@ ziq1B4saz$c*S}<{;Kyl_AC=DD3P{vFET|7%Es+@6q2o65<-^*w+)>9l^B=ZsFE|vP zke@qY>iQIEz0-fDOn=Fv5b^U>dr*=1?HBvkq$XtNey%!M>gihk;W6Xk?H6B%PBofx z@{Wq|l^L%Z(_eK|yzZ&^xN0G<=rQA|`A1XNmP5vXzdy_V$~!6GPSW}Mrybjijzn8N zTH8>OYI$4L`eOCE=AE^VGQVh+oxC*V#*#(pQN8I7?`!#u4pqc&`poCAy!Y+rj9qUY z^`HOJ^~L*qPsjFi9pd-T<$_inmP$r|#zKu{KAxNVIn(1%_$ukWJ>|Y` zb|Vw z|1o^mGjyuua(ZCpoKVxaec_>~HfQi6;|)CR2Sf$*<8prTP7+}D z`v^{$ngvfqc1U?eKehC}_`WPQrXZ;BeqQm~u(gr8owyF0PJ&hMnfn4~*F6J6&%Li!iO_xq@Jw&ab>Q~{M0`hiG_PPUu-pV)r*=MJZWjmlP9@fukKzk zeZy~|&mZn_$QlPdunK;V1qzB8pc2F*-GVjkq41%*y4P-fzI-!Ef`5Vz&tZ`C4yMwn zl8e3CqMCH(%gFiEOYQA;)&76thvs63oC?!hr%fgVF5W(6j$F=!gJ~0)9@iy!PMH)| zs9|J1vGg)HtUg}f*LX;SK2JZ#d&UM^hfM~&#}7YjP0CO!6^RWflMUYRB@6*|koFe$!sM9pl$w_+nJ0@0lyC{37~8Lfnac;^!v^ zW$ryaYjftmnwK*LS++~EJpQl`v|zOPfm^^k$lAKR)jKomtg5eGWd<)jzhl9k*N_>l z6DyQ(Heh$<#E)BktrMS`aj^fzmW~-)d5Y3>x879YpLSlWxg$2qx%rOi$#Yc=@t>Yo z*`Di>*>P4zLfbNL!3IwQ?)t?4*Nj!bZ7A`GKibWPW9UA#6qp}6SH($kMw z)}~B*{q*)Sv!DlN!3kgfwsB=k_%(tD#rAyVe7IognzhLb5}4I&_@_i1FW|ak!J60h z>XlxHQuhLlzJrra`(IWNuY575OK)4L!-jbWKkYZ|iawHIx~yyZioLyY$95?^p5(vj zlGe{z=eJB`+CG!%aoc6^s2`L0p+ZnuyVjqhJ;^Jnu36<|&W0JYELijAFq!)`KKEZR zeWmD0->9iFOCQ_n_$!CcUZT+HIYG7jknwr_)#n|v^Zvw~4>_}RW&YypMPH7dR0vzF z(#)*re!53u$5{!9@I}&EYf>%P@?@AH3mBiS-tCdLY`He;@r$4u{-MN5z;k}jqLZR|nd2=dm{#z~Hd~(Oc*bBX{t{DX!Q+#1N*-vfbG}Y)` zaVEVYJI*SI?tB8;_uK||uM`TAK*PRBY`)UUQIv$!a9y@!i zoYNrSS-koIW!5}n)?;fjL7m6t;GIZ`Qhtrk&#hi5_?vf9#{C0!0ZG1x4GSJi>^PVg zd-p-e|N6u0&aiS{mdJ@o;3gwx2df{b^jwi%!pqe_9pGu%};O$9aJr z(HwUyS)g4{P_*35IB2Fw%E>3Taom5m z{0eH;S@$JhOH-@rP3o6G;it>OqfdXzDV^`>u5$NFo9a)+mqKU02r_(^WO!V7qvu=?g1Q6FL8`@r4XSIbVY{`vKXC?CFAsJ2z%e;Yrwdo$JfSSI_Q< zYEa%4|O?d|6$4PU=zvb9;Ny~g`|&!6q*|A^1ea&G;~^L+o@ z&+%g56-xQ571OGAWvvT<_@UnV`2NrAKNd5r|Ggl3?Uy^8c{$ay*y6O$S=26-`eJ|c zZRLvfzHO3{sa?}nN1pW#$a4})`BkT=Hr;urUdR=9hCAsDJ^ou8lMMAgW(myw@DRM# z=E%9p@pD>d&$mmr@dZs$nap7*_iK3W|H0jV#Y^3}asSrc4S7~CwO7ucBi8)rYu@=D z|KqmR-<==seXUk_<>Ro=+b_NrUG_-quA%b(Q~#=pqy!7*3mW7ZgV#Cj${XV|+J_MJTUww6sl&A_Pqw zhjYv8K78n$t6qHmrn!exY4_)Ca}VD?_b~tYhwX>u?y9WwvlsW@JwrVFY*XBJZ--4OG*_pT1`K zC-os{=iT-_D-LnW=a)tYJ^!-3_}6XAzi$turIuyxx~o_DwXfEYvugU6txflCOs*^Y zqWesBh3vu@zwJe@SFgFcHRp$eZ+}Fpx_ABF6K}J6=iXtc|GM92p5X^^kry*9bC#*z zf;O{?Bco@;q)ls?^=8@3$RwZ7`#-d1KHFf(Tf?+>n%i-!+KVDdTcj0w;?($bJFmIE zY0}MYt&*IiV*b+8XjaDSEBkuwPMmuCeBJ?-#lCya)KC7rI9;tlD>mwUz%TE^@d9R# zd2+!UM!&Yj8k?V;wB+%IuRKfl|L2acYP%HwgXP!WunW^tVzuvQ*VKMA`6aMbqT}-K zNm~@=&78gFp8Lt^x6h~6-JD&NvEsXt)X5X!sco+|&Dnn{eG>QL^h0kXo9i7DZJoC> zT)qZfOtk*PdmYY6inC2G>qJ(xJ-TnX=Y!9W3&s)Ozn?Q+vH!Er5A*X!E*ckp>v_0; z!G?JY|CICTACuh03|au-J!ywT+Op-ZyJ!DNJ9)@RDulRE9v#X0F zuPhHrDx38C*`-A{dwv;Jd8P+Vxe{Kq``TRHE1C0_zmoKudAa+~@~WNY`a4ac(w42L zIF{zzx|PTE0BGGrqGVUY!s3}T#pcc2&RK4==__bOjR@oUhpp*32k$BE>|FA?O2jDo zJj11_S4&HEPs?wu-gEL}>XSgDnJZFlO|y+kPu<)0dr@n`>^{RuEU|erC-P)&IaBje z@}1SqfJ9wq&JQwiJw{U)E`Q*Bcj0ZL!Iw1MtKvdg1hGpQinZDWioAi9WWugDPf4={JX!^8;f5hz$$lv`sskD39 zw0T7p^WR^75j#oMQ}1M`da}Fcv!#q?9FKHt`z2S0UD(vu$a}!<I)f8`RDZfn_hSRgchlf+Mr>5Xr$z9jkD8doVR!O^oD=; z&Ur`h{FweZNLts}Ipj{$7Enh;=z--Pi4+Y+(2|Rt>x^dp^xBbk-sjw;)?^Kad55`= zJ6vpCC7#%#P`@}~x|ILo>6vcX>RE!7;Y`aC^;d`Y%wC-Rs8LG5V1Mtu*JTqH9e?UH zO}->|rd`ys^V19&Bt)(miGYGMRf7R!LDcE{QE64XgbE(tV^-ll9l!uuQ_?6UFf0Cq ziGY`G)T1*|Y+tKxtuUW?tmgcTReO8l{{4v4QG2~<$<&2s>k6-UPg6OqQkXya;QF}D zHuj(5?eEWM3;x^2l`JXtuW7?p9>^eu-YfUV$3JtQuIQ_`J-&b5<9L3H>;I>S6vTZ$ zCsI9w^Q#}f>W)?4IbV9S?eYDUD%G;!cFWdReJb19+V}Uyx!cVA@gy_oden>Q^CW++ zpZ|0H_CME!*+8p4s@mTDTMAlpko3IpXuZ1UiPhz7^FGI)|GED8pXYvE}9RKFu^q=eHU#_43QvaPLC}AIdsSny`714J2{?5;@KKkA__xN%99 z&euCJA^cb%zpnA6c>BxoOYA|d!30HQbcf2-4x==a_NhwoVedEV$QG{-?EiIhm7<$`(&s9(Xzhj9Pp{rP zN&e&d`5*P=YHtL9W}=%H!v+xI@5WktH|a!*&3pLgdhx&4mjAyVi2i*3UCWfM4JAiJ zUtNAR`P$5LJ3Y=V$md_1p3q)c=C{4u>SX2=savuF7ZjE}D*k(uAu2X6JoMFMdBzRx zzFWi?s+}tSA3hup9^{weYj}Pxd&6$a^v-+giG0SO1yL4^-{vq>E9{EQmkH3jTxWJP z@^Zpij*~uLcKO(z=`X%{`b6p*ttgZAEVdJOCK#{CU-*4~cW(0Z&^uQho1eHdy-8>4 zS^oswonw0Q@?X3Zs3EXHPi#%{vgMQWUmr4*VW{S7uw_5+nf*s=@`j`%y~zc?-_K2c zwcj$0KH)TC%bISp3SFm+x-8eD{H!v|~WMc~ir`G8V?a`EC;on(i7j$LjEHTX^VJYjZ5< zz>5vs?7NGfo9a&Rp7H&k+nwj2Q3HLMH*9=m&;1K*n^^8F*e&O{VfSi5mXhttCphvB z^W-(NZf|UkhO7tX_AV%}F28qnY2AGV&QE_g{Vro>-`?1K`@q4sphXi$vwY_{$sJ`~ za>9S{_g$i{{>NSw$_G09gX}gG$gGOJ5$d`}WW3KaN^V zwv$P})c)A#*Y?6Rm+gse+jktfu|L#B#g5;Q4O(!W`%cW-M>F5;wv_+Bt!m?1m9wVddqdJK z{5q#e9?YF_P*<$u257wRVD1C!a>%sDr>mQ8$39!WT9*AgXkOsq9kYTw>-q-!s6Cs~ z3mtqS|3!#>Yrdzx_VdKz3$>*)vi9}Fu<`y(fBESwzn&6bh4kLby!)!`Be<%*A5U$a zA>vjbomS8-tp#2xRUmD#1JVMUz9~xB*FXI1&23;y9+(vrNGGgbQ#1Ri;-1Tq3O9nU zy6N}-+1#bI@>`Geytpv^=I*?Edb%$%O@7NseRVXi`1S7Vr&CVXE-LTjHQsqtItY}F zKCImhUac?bm-qZ!_hwbobk7%zO*z@{S`lICENCw%UsNv zb5ZA+yR_Ds`?Fj3E95K}1vlk4FnNA{K2Jo}{Q!IYpa1`O82GZ^Z(&+}$x-)uZ&bS@&gH1%Y6!>vy>_2<_@ZCiIe+~ctO7AP-KECPW^a!(m ze5aGj!z0Y<+EO2Pq(1IR-DvcqjVqg@FBLrICLnX#@8PZ;ALQ!x?EL-wp!|pZ^@pdo zJqR$X<4Aqn9w7F${HN<5a}8;C4e4}^ZtX^1(QAe>r`(!CA+s$Xs`g2W-VM`P(*OVd z{)gU&3zVeoRW^Ne22(fw>v!hJbmq+I)BztPa=1Y0G<5e(%jRf?n?H}wKJ*LbT%P9} zKRU}v+dtX3V!v$Czux1=CLTXF^Z26`dqGRlKHoS|sROQfEoLowFD*(_m-tUa^cXI?lpB_PRHOc8gLPQEn|xE8?VH*6N<@s)oby+g>wR5j z9`%A-p#JR)!Q;mykGpjzD<9to8hC3>w&+WJD10c&@rG4eNXeSxKOR7Qb-X}Ay0Pxs zw0f^UC-xtW`;dF`vdIL)1zYDIUT$=>qI$B_tJ>ngI^L+Y3vaW&z5U|r9fuWFL2ucg z{PI5DV`6sBMC^WN&Wa6v3sXy=r~9-NnCY+C_wo4gs|wC?;1Hko(7;ToC$;kAUZMzvurrWzf0!PRolg#|#$iH|6#fxn|=C!a0yz|7~geNR|hjGvU3kLu0^B6z6XYx3%<(#zEnna6tzAQJO zi#RWdNoze{zPhwK3g{P*`v42(pqa&D-!RxRJ?%8dfE0y zoG(~3+v1|{hWKyqmI}VekC$rv_id@*xBsW7yJfQM%4FNML%o>!Xp-iUMm_HLd%$}? zZKPd(@d}-+6<6mIzMnAL;Py=+2o@!#jqHoJb}P6_XS7Wy*AzrIJ$?Q&0w`Pme4?+xG? zf)w+@O{c*diSnL3-2d@q)Ryne=Rw2bw|(clRZCbO?)g0av_mTMER+2`^VHAguio!9 z>!49(%I?av-8-@?om)5ZfcB0?wSk)&I>no6t4-`2-eKKzP@McnInzG`rnQwKbv4)d}6lcld~N8sd^u(Y8=mGdpX$m#!XW>>b`f6 zBU^t@t6sd@`{ulJSsRaw?26af8o0hA;<&Yb<%JX07mbx!&l$5G^Ib2kwI=I6*u)?Jl%DgzL8kS-pEC|tNtec59fRv zfBJyk(uuO3Y;!F~oS7xHZeG)r zdSr#|)2NFq{)_no)t1MlC<$xtxO%6>d;{ytyOz2;7tT31i|yBR)yfOm){Fmic-TN~ z_zyk03%1kg&RR1|pGg9?e(c~$H^YKw5*CN!?%qqu%c}a`Ep|Pwg3bFz)!OpgsTEyo zb@Mpb_Qu%?J*l6{X1VR?K8c!nVX2S2H-<$TY=52o^%FR3J}%E$5aHuDhY5C?%#N0$ zvzdQXY}J3k(|%y4^Mf;r1#Hi%tj%XyahMlh)}Q$<{`4O)uf^$Z9COk+=IFAVlVM6f zlnHAW967gGQ}`qAq<~M0))ay6pyrxm$$HMA@#`)Hbvccl9#vZvsvH_qzxYI1Xn2KX z>usr(+{_A@7RdV#~d3NA+L1HO_esI=krS7exzFOCM*}k`*MQSgqSWeTv$yz>>X*$@9&fODH8C&pBK$aOZrE_4N^Enr3o- z(ab}F1rIrP6tKiFylh+HVV=Ei=9#}%{)_oyxX9)Eg+*H+i7EdWlgmWfBdz(>t3t!1Be|D zw%rry{uDobwUS7-qz;E-eZ6FQiS1>hI@P$a|HcU(YRbAPXH)J=EwFoex?AP4_vEGL zzn(E+dSJwyaEEalsCmi^ITlgQZey|J5pnHhoDAMfJ0(&r81!Tq#Q7SyKZH%ovFZI| zbo0k+iE8;+_o1>0iQwMa^=&uIjO}By&lb%* z^)mnIm+eKrq6MGdJL4_-@y*#iEx&eGa(>xAclxW2`qw@68z)_6BCP-Wx zZM(JI=ksOJ&#%5Rf=)L3yLQgMusbYsQbJd+pAcM^{cl}dkAvEY1pjBdC~HzHO($zLfu+x zr#`-a>SO-XAKRJcl}@tU5tqF}cT3(*o)^K|=T2*B?1cF*$9y}mFXRP{J+w7v>zLEX6_VN7?TUulH z7H>=Z9Dl)i+r}BQ7@psoAo=Fs^ps_NU$&q7A|5URs`P%S!ObZ4tk3;t?dimO;xPC; z6R=BN|5TfwS;F5w^UFhn$^UX^NdC;9`!j#*pY28eqB$4+eFWX1ptFBvYwEIg{%7ZA zvzI059{!pC^v`yt`BRs!`95jU3&ZpKHt~GABNcshj^(Q#iL%U}Ud)~R(Zfi7xyS`8 zHt*lBoL?;Ctej)j;8$|yME&cYfYnd;Pt9ipuN;>-{8OKMzQDS~!UdUiRzJ0F9-0mD z9ViU*a-;6693iyH_Ii>kGxzvBmDCE)_q~}d*!z2oV&tM5xsZ)uJmOU zk=7>;y{S5B^60+RcW#JsZZm|3zoh+n!YgU9q2f^J6yKLkM46tr|AA$ z3o=lg|Ghw5Mcd>1JBwozqt2gUZSZ}$AKX~^zjn_5Yu{F;3%s~jv8?vR%y0SgBpD0l zG8SxQ*dfFL8Pa5iuIkm3uiuz9i($i>BjOhQ%nwd67CdFx!Bm*LiR0B;&sPGre6ReK z{U=>Hy=s}4m{@j3_aE^en`$&oeu`cX`PfryoGGXNbpgBjRw4hLdh@TlG2BUGh|y)p zlVJcITbOHh7~DWyw_5e`pORElV^h8cY4!uX%n#TauAP=QI_02n*f&13kzwz;^(qs4 zcL}>)i~N>q_F}QlhM39sR1>u(U6DAw!0zORkZ4Z(>u1|eZ`RCZIgrbCV8_;6=GL=m zQuqJg=8(S!Il6Suno~~ZH@>8 z@J;8@wJx1`sjex(2{j8=Pm%F8R(fEjoUrEHKG5zbud==Ykt2zC&$a2SmDNlyc{LaPMo4xnB+tysYqcs2EE@^u@}P)2j-viG8tOo>?`0=CV@B8Dg3S*JfU*{kSlzRw_T?>g^Y? zlTwrd*LT*wc80A3iOY;p^<;8)WCGz<^ zUVh;1^ebQ2XWA_~rhoZ?8T&s~Q@8UyB0J8CNN^qpjq2^=h3#M|$k0B0M!J>z-z9J} z1nl<1u?NbFg#&Kg-pQ$#w|nmF1^?sE`PMEuP`m6v#kD-N-b~EjM=Rd`DcSi*^&tO* zh|?v0jn>N#d}iO_-{@FBo2mJq87tf0^}!G9k{;M4KgcsIP*?bFFR<+}4|Jj4LmBbY z%YHsgjoM(HZngZt+~5c2G(Y@de3!0v;r@A_3lH+roPO%3FSB!cVCS4*)3XaSpHpy4 z{~m0%QZ{jI`m&&7H>-DF0nP1$ZI@M8JMFH>{v8p{S{2V;WPWjcy`Rn2`oe7U>Vxra z^A}B`nYZNv;OVr{b%&o@pO;Kj`Jd*RV5m4f_4j^ z0d0SL|L4KO%QiKUG8gBm7!@pD3(j63(?9&-{O9rPLRIdj3wcH|Gn(%DUsiCFw5mC0 z`1Hkwm?x)CID46@?%fzP?Uv;8ecRv0or&J;;}!LF+tJh8Z$V?D@+l}b{Tji8X~uJy z&d)uaf9lapPodaD$vWUNm*?_j+`G|Q5xnyO zyfh6oPJ8|8R_o7~J*VZwo0WpYa&GX0pUi(wcFC${ewlP_Nt=7tJh%6CT~(`?RhC}7 zbFGTa;Di4`SI24iI?{~{j*qY>WnfdO;sa11X`ek;Umyx)90<@54kBmV!bg;kj zO~jcW(khBGf;qv*<5?CwmjNxbf1>}=i)UZi&#>c1=N?}${eAsqDf!Twc?WFS^>6S0 z^L4V^PLbNe)h%ph%)g&>PhO~VOiz2)Y33=lM-J2;J1}Ef?t%y&6B%Y$&&6W)uj}`J zlpMYD9K3;h4pX^b<8%Ik$&2lJ=PB=+{&xPe8~Ka(pV@fPNSXDWG3&8g3#B#0rh(21 zehu9Z>ip@DQNSAs|4rb-Fu`f_C-Wb*xr}S7r=NQ;wYdBxPs#t?C2G4HnO@h=)JfJb z(70e^@`p7sSrRfOa;?Gn^nuHv#Twrkg_39fZ`Ic^ZtqQf!2HMaYU=;sJ3E)&nb>OE zd+(^kqKhxgpOj`HD($;;u9=uF>7pGz(!u(&q=A~p;<3r{TQ@&+BnQ$rU@E@U9|4h&1FEp`I>+d_cIhlub zo@m-tm&5Tl_LuT3Jpei;LNS8N#@k76hfWP>^^F(U`e&2OBe|E0d}%t-)y_ZP?R~0O z*SgndEx6Lptc<=~-w_(``|7t_vD)+8Cr0f%rBn;&kJ|o3fg1lE9-0ge)-XhMWCf%cX@2u z#f^nq517BXGzvkz+Tr|%8*3$?I zLd7}Xy4yj=i$~8FxTfpe-I(UI=Vnex^@1a_+JYWf?lItfxA(1GX`#==`Wfw&QnfrM zf3Ndwzs9m5e|Et8y1u6NXItkj^2up?nb`bf3r7&IUywrK?W^x*zWJ3QwPIC*fq}-F zObs^Bc?$vH7|z~4HT}WMFo}w3IyTORA7tVx*vwy>tyOs2op-hTTb=$DYr}{)RhQ1s z{@$yvpd>y|d`0gndwgeg3qgPye@ZJ(loyK+GIg zc65tWOlnE7d%&!6&1hb7!g<3D?60hz&q;gF^XmDOn`s9W+Iw!kxoCX%yyWMnXP&ro zyh-Qixh-cNa3gf`b3`Q^CuV-<+$0UDVi`V_Yeq8Qt99S)otviic^&81?Z(0{3ez^t zW7M$q_nEGpYY#q`f6hO%kcjgIY;QP^-h~`bzDE8Q(_T-dc*m4F@Q94$hUYvt4&RHO zcgfC|dETXcJ^zfB{>_%sQL33Zd2yy2*eQ#DgSRp@+O|Vah5q?e@7T;r{eq(^Kf&ve zz!&`{tkXR%64ZP0^e*|%FPC39_w5p1RkD})&h53vE6R6@gm>}CSe|fb+Z}QLTjQ3n z+Dlbm1NcR3jhzzgofGmEH!PpsxRCj^Wp$v_XzkXr&B`?1;KM8SveK{7cKLyM z!3q3#Ot)T`9O0OKDt+^s%3Exz$AUI{Teb#q@4HbslWk?WsZZX;(;aEs&o8jkV)<7o zI&amJTh}$uay0$rY5K@}542%umuv-}zMIsgUk^YFd?ojaJD=6KxH?}DCdc;(WTZ<$|g*49e?Rn7mIEvds>GjZDDR5yV)=>k2j`sScT z#-Q!{X^@WW(W$;4N=zSU&tnJeT~xSHEbvC~%_%2~XUkMyYzF3tMkp-F&YnAobVbm2YytMBTcV+4@%QxK7g8g90@r|P_|Fh&B{+j9M6AT~ju3_tD{;xNmQ<;m;nCqJuXj?ku4Daak z8$NW-UG8f8GE&Jqre^X_hE7x82O1UyA~FTc>-;B`s4QO|D)Y{yR;u>GB3{R|&C71D zGq_!I^WWYjKTR$7Hu@ct-tEu-WtY8W$;?w-CX+Z{6)ldFNGzCE;N?O7x!^Y0n%-nvEF(KFE?#sAOO2<59-TRhjDtLeT_xbz!r1qW*PgB1b zwWR+1{Cb{mJlC|B_0oG)ymyA{s=kYsSUr0|rkj*ZnpDr@r=Ua;CE2tM+V{Eh{b=6< z1Lov@bqnyO^UDtoWEL<;oeAz+o>?%n=#MGyABK4*dwrWvFX4OjsT#Ug#iuv)t&U^TVS|FQl;JRnAkTT%(Ut=RgO=?5nZ3sKCE( zR>lU7k5^rqkE-9Bli?=!#+3h9)LrceA2D^Xsx@EFfv&4v_UoT{pPkv7hlR|OJI@z@ zk9ujyPCc)$7ZC0Ju3T)RAG3|cRVBL#DZ3`Bcl&)a`1bPqq1!^Uyx026Udx;y->xM8 zpk~5Kon=*FK`K8dvR9vN7OY*HU^p|=fq*mRo=^C{@QMnf?_`IiGd4H)C+|ODa=E+fTaee*mI|rMErJ~Eye-YFhZ+^` z?vMG$bn~1E_|oB+GnQBLWnyz@XcRyKN5+ExTKog6C5*pMPf%01x0fUH!oRZ<)Osu| zGGuzzZx7qDLGSS7=9zmMZ3-p(nhQT{d$HQ=<4%{|R;=KoA{rk*VAx{z_g!XIeDS98 z6Gz@Hb3CrA_ieUYvX1w*eC>mFJLWxnFuS~vbMsM7c9Cfc^%jynI`7{8NjfFsCL?3Q zcdS41;-M%Z*cdlAXOTJ|N7(Y><&u>J4OzRU zv9q6Rp81FM(-Baz`ovh|8)5Zc+CBX7l7OfOHWmePG8X)N2b!nvyJE5Zgo;ArTFu{C zZ|*AXeskya$Ek6wH-7O_xUHkKN{~8f9^=^6Z?7j+ufyPOn8s& z|HUOX?V`a??%&(>4rdxn=6`c%cJ`M27gesGyg2nhX2Am!ivlSb1?wLs4HcHWCJz)Z z90n1WZ_ICVcwq_-JY~JugGrA}w?r6BHNW@s+|$E6_imro+}i1L@Y}r%iOlxIZXRmD#qTgW@!Cq^L=<6Isd+rd8^&;vR#SP zk%R9oePs#@u2@KX7t@ZCSf2Pv{KU1)8GDL)+K;}iJ)D;ck63(Sx%pX7e$6h9PXGz~gqlr86gH9P2Dacp~^vQ6zvurb5el%3wZ^9*&)pu?zpZ53t-Ik>x zHgUfVzMX5mk$-4~(5)|*Z(d7huqfYsKWWRQN^AB*g)D~xjYH4y##}t~i|0Il+NWbr zLCHsm>DC0dNRz{bc{kd>N`OxX5zJUyp7=6+t;kH?roGt$Z|9!ziCi}G*2(U}LT3G) zd)L(2h0n~HW)OaDvZ`$b*O2OeP*qP|M%*dG2ZU zGCk?mlaH2U6qH!>f)c$kmTtk5_KEG& zk#q~5YjdZYaHosBnmQpJl#M_qaV$S5Sk&x2O?AP}x?}fFcC0?^{?92m&=HHex9zUJFL5P)m#=OZN=dk#^FjD5} zlVVFYeJ!fH=Jbav32ONY{xNNb6Yf^V|5|%~#gzw1k4{L>@Tq~E+@T|X&N!pq^t_1G zd7p2$TF)9kXFPkNY4Nd@JJ{A`B+hNy{JGyhCvzj;}2?v2yaZpQ_7ev_SlB;s$-FV{(vE7^=Yf0z0#w7wx!JWt2hKqkC? zvhVMVUw=O?*E62?XTRTExmU#^Go(wB8Je}G zn@?DK+2H4f=J_&5L)8*LPARijV8J5|i^N6iTU7Twm6+>dS`q&B?ycu@{#-JD z@pAj8iG@-d-m|XkUgK-`_4Kn3N(Yv2?2lWvF`(#`qwm_~h6PfV1(#$jBKhW6u%~?z zKT(#O^y%DF<|kLwKKIDQu8mmzlTA%{`a=neLY_GcmtQSCdCWLr{q$v=^BI4i-pYCW z^Rru1+<4}gu=$BGtM@g|{B!gv?~~5c1w3o4*Pl*Vzt*S5xP1NH11XP;WmwetnuHr} zeW{)stgY8B#}+-`vHJe!uQB`AYR%TV$)CLc3pZ!XeeRzZxLJLkNuIEtw!h;~sEW|K zjprMd`x#Gqu*B2AZK8Hm#B#+AplSPx*Psj~m&Teo#q<8dTg)7tlOG)MEO?}1!CJGz zcV3Wvk9-#AjQ9$3-X{mcr~i(P!}@wwQD2Gh@yE|9d;9 z^LmKarm-CKY)-K8-?OOot0Z5O@OdssYbr)fCZd1cd(E|{3qZl-H;4JPeu13b9vimF zHIY9)Z}?{Nr&8+o!7PGQh)Wt(qyw4AG7DFoIb#+08 z7K+d2oiU!ntbVRh`1t|O9j_zL{QM-j$9mmAIn@vQrp{opx_Q{-#nO%P`=< zj@dj%{;r=gr{64=$H&)XB<^jS49=fvQhrUP&kYlvKFc@YT=!6WtMsgh^$%4n3Weq< zXzvh_Pf?xVTT=YDEa$apLsRpP(@MeZJ7%4gtd^+0$@yjVEGPTJclGaYi(~%wDDiKP z_nV#1pZ+O`k%}z1q$9D}Ds0OJKj(tC;`z|4H}5?9k#F$vsN&Dv;I<0*+?tfF(}R7J zgU_n0$jn)_ab~!Mg6-8gV&12fxz9;0e>7|VqSnG$K1gQR>^k|;B30?)la&2)ExFIl zVNE~R^ttK$mX@g0!*`448Z_;ZuI4leGXHYWd(TVtuNey(fB10cc0OV>botY;d?SD0 zGx3j``{v6gJ6Jg1G7!t&*LV_C)}E7LOK({J zH%qQlru)d;tqDh0?B4j^w0~Mi)SIt;JT`R_zm+au+Vn+pd;D9wlbpvso^bhG-EbBV}sq{0LT&^dtusyXX$+dsoxvt6S=bDVu56;}2@RwEZ zQSa`p_TA=jdd;HEnFqd@@cJ>UeVI9tHT`VUN7JL=8h|@(t@*vG=bswq9=DpEUJ_Pt z@a}P5A2mP7JsHZY_D0QSxE8nGH^AseQEtz9G6);_|)TpO-dSgn#xv=k3XByj5x@V9=3`4=%mOtR6%QZ^ zk9+YKBj!u`)^v90rh`hC1`$w953D znLl=%`Q|6Xmd@8~+f(pb4)o3^II?AY+RE_CNdsnkp6 z3(J;i&S4YxYvx{lkTt`A*Ye%5e>P8koX_6C$Uke|vV)lyTH=f!Jy=v|FfTav;Gt_< z^jmJ!CH}vbZNZlYPMVe<*1PNP{?vILb`^y9_l4JY`0qVd`^xm){XJHb+(wp$ET9k9~-%u5vZ__6l+}JP8 zIej9BxNl2gTRf;?xL!Dr=8-XLbBksg-CC{_ul*xx zn&;f^_Kokw=X}f9FYn56>C!JAp)7UnkTbSCV()GEv)q(oOazZLKLzE&hb}t=mO<~C zpB;MR@?!1OPp?)MD8yI@=*e(QFXw!7I^9n31b?Mh5K~cB z@bKorHD8ZKzmKuo@Oi_TZ+=`H)%`y=nH$Xf0g0VUJ?DSuEPSPuxT@u#*-{y)AN!ts zvz`?b6*c$HrRHyIbv?^2oL&0n%*6N0H})%fpP2KjL@dj1d18TVWx-V&3I6gm35n+Z zQ$K@71i%6KGB=^BMA7F!+*9b?AJ^g^RAoB-UcHp_jsA4C4fW-jtCV@xNwFzQL?29g zWMpGLss@XOFJsq-3=kKYE$lnIWUozkPK4zaj-MPJ8b545IwTZ0ZXPZ7AJ1eTY=5m2p zOl29Q$Tx4l`Qg5W)y=jW70Zf5Vl27V$*_jIY~6J2$&7k+Y43aQmO1KAe)fCiq`31} zryQzisQoFtyZYxo(N|Od{Q3XyywOML0|#p-U(KJ*wei}=7};HCJDOJ?J7}>OG}Z#j zchIqxX|6Zh4px;ICM7mY&+xg^_V~f6!h+T>cQJVPPk*uelLz%zik~&^f1dcJI`DE-@$cH#3G1ZmrK<1uuQQ4KGbdkl z%H<`WtS&uRm1*$nS(n(gObcE_1!%NVdX3L7mwbPvkiKT^;|Hfce!#WG?8~N}zi*2t zmM(wrsnDFas`qGEmd@TMh4WN6nrl6b`oA`$o!n$QTPB{d`a1U;^^Y6voOc#f)hz8Z z*^wpH6RHVnwH*Eo8N-qCYc75M?eACf8DHcl*R}^(@~#7WM*BjnSKzy2^Nu_4C)W!y z+rDi$m!wcKOOQRhw|QgSIWDou7Be0rYL?}{)u$@lNnuW%+xGdvsmg+MZ;fQtP?-Q_qD3*Jr?8K zISx+GpQvu>wX8H(HT@v?H{$1`yN`;$UF47KePOOFnm3Ef+`CoUUl4Rt$)QqElVmNw zOq8Lk=l+9B;;T{)&pNiU;Bm-~LajCX9oH|svD&z;?x<^Cg~`XfH_o}64rl6yafVzt zEqCnB(-(&))fRXcs>%M!eEVAI-=w4|^`}0S+gP z5}pg4yy+1!^UJQ%Z>~;{19lXG?$5Y(pCR_xCEE@AOC-<79NT2O<+@(66#Mpx?B-{i z4L2vaa=$j(lfaS- zP++wDtSf}}D2qFF)Qx+c4w)*R-r0EaNG|w3i|zaq3yeJ?4hb9jZBn1N_nFyW@0g(a z_`;tT4A`oqes7;xAU(0*vWLWLsr3nlg;Mhr;f;*cNn3BLr(XI$XWBbc@RcRK#-I}3 zqh?pjllaJuW*km3r#GiR!2c^PcC=gH}Pt73QAbLe%!fKS`h4Cj9Ui_&yLvyLXWf zeiljX@$%a@#pa^G@1+ToSItZCfBbB@;rG9*@;YY~z5aUeTzAhFa7=xS`T&Y-&_Q=k zdrwK7PRV#q{^3m;3V1E^ktw@$Oii=ieubeS8gn z#-y8WSm5}QCu8E<$QPH7t6UYfcSu{hbn4Qb?~MNHZTvhlP34fUbLgI`Vps0hW^*`< zE14@Fna$yNeJ*+SokMGVe(|aa?>G*2cA?Up2_N+4UfOw!fB#MCws*@MeY~gU`g)iy zSA95p^YJIlDMekf%wFD+D{^jTW(Z_O25COZ_^a1?`N*d|JRUp#i$67G<7{TF;+?wR z!E7?`R8WIoJbm(pgpy6q&EC)3(pfm`{}bWm7dI73{a~7Ydh*8o5%VtmOR9AGY(8B* z@``(Zpo!VzvJzMB*M=f&*_DqBOg-+H6kd*X|S0+=~ z4x7JN`QOiJO5BfyVUxQm&A+)mD$}o4zsa)m*_(^?ThbLzoz9)0Fux`8g;`?B>;-p^ z2_$aVkmqdNvel+g+N)({O+(D0wXav|?(w<7b}3_W=k)-EHBURQCopo{ywN6-vPRKL znsf19{ZAUJ-&~BH@IQtB$)dkP!G)?-oz2N*H`6$hn?7s(p6C zThB|#tkFHwCJl1^`pJvItpLBswdXT#$>z4Yqa|h4SgHiK#@LafVm-*#V z_@@af2TYgGyAan?{Kj&I;+48N)kaqju#0eR_-)HBbZc76`_J=_-7EJ}oH*~#Jtwcz zl?pL#%QbIh^6*^~n_StZ#t{rHc|K>D&A6ZN=<Jt7XLGUlzLR^TKg`>{{H=ZU%!ElbZn>XkTgT41bE0Xk-oftM7e#e@&KvyXPO(03 zQ2G25W6|6@dzlt@x0T*KaAa4{W1Sm?Vs8|L!|SfEoc{3Brh7BIz26=CSFWuR9IWg5 zE$UI0+EljaFL&3!E{=SWzba?Z@{Q#}df$In6~EceIk)X#-jRcTpM!j)A`Tw%GwDOr z;qPXjU2;+FFV6(eFIUur*FUtmQ7HFDLGnA-rG~$%OBjD=doc6fYcGgz79UoWpK?u37f^LB0pCufAgWHhndyL1mTr z|NS~YWu7uAHf8B(P|wDfe;KSjH7Q`7?i<6+(%%wo+cqa0kKDk#O*(16%=T+_H=}3k z`W+~9?oTa_s7lK?`YM(`S^o1QRTi=3K9}spysK_~d~zqtKJ2Bqr0~ZXf~?lPO>x)}6);nJS4I^sYC=_|qu=~}EgH=2e5@i4RG|lAX zRC{>-GT#fGKaTSy9XDK7kT|~zJXoa$Dxr*JSU@vHGniiAx3DUd{JrQ>A>SJd_Odz5 z)(^I5ipQ(mnebD2_Vlae+4_P#Ip3Qbs^2X6;=j?1#((#D)7<#pn6Mw)yav>hS(tfn3$!m%{66<)LhhsB z!&2M9eUaw}`ic|&@*3PRC|8WAzNuqbxyi`$IhVMn+!pssklz#E6`l0*^vuoWiZed$n3n4Nulkhnl!7p3v)vP! zt!0?Srs@35{pP(N77L9h2;XUbFyXiA{hj;o>3#D`wO(?;_|GPtSwiV^r!`Lf zk?}!ly{CcLzQ}`zoNUi~!iK;$`TYFWJ6SF^zf`608fsnssq9=PGT3~23!CHuDt zZMU5!#TWC-)))l-zI)^Q?88Bmb%Q5s}=vK{;pm(ALJ^3jpaO*8j=gv{g^Ue()w@W}1k_4x@#g;IS@w(bXiNyi+~ zC{M1JTx{br`Le{*r{)>;LTL+c_n6$smg;$u4Q^ksRr@v11Pw}5?y9`Bm|Jjq3wT)R za>Dt{4gZ+(E6%dKkE`_kb0Pb}Ki~C|l^d?xNId@`s=MYocm^Ka7<*#ny*N-T&TP+Q z)~?S9=fPLRFxM}g`1bCN-4}|RvisJ3DeC*C+T<=brz%x)ewCn!aGp)>|MZELyUv_w z-uvtz2U8emLb?(%yb>+1P|Yc(ZnrogKPw{ZVVl~ubPLd}F0b=HxNkFkw9R%y;XzaT z&X$Sn-?{a=|JVAPYI-z(^WI-=r227##Gx`9mX~?pd)*bfuiucKx1}>jQ*FtyVx>2hg5TzFR5NVQTUsYp-nlS5V9W9C z8ynB`?)+J2vmky-kEnzEv3=7|Ypi{KjO8Z_&*yo^>^zt6TR&^zmzOVVF55CCu5UCb z>H&AA72a4v+Nn>@-CTQq#i@hdbDqRi^0nBqADYLU_?NX{*~axdY?!K6*~k342+K-ET#brWMhbp0>@6nEuekqCiQe z;X_#Dq^Rg$Z8&H)3OOI+9{5-ksL5Ce^POl}pC+|s|E$bE?Z&A}4-mcLn8qj}JsMT!5m%eQBVFQ0A|n`x7?H8c5sf8sak#uS?;OowFLKrNPIE)Hhm7;oBK~q62T$CGcRnz zj5Ypy!dSBRf+OeC7L8uHxi0LJceV*XJkVM2z{Mhg?R}_6^S5wC-Vn8YJeeDeKF(G= zd!o7d*})zEBS7;~&kr_!hD}6hLbh7+PZM_isKDH}jzWw{u=w%6-Lp>&kOK@7vv9D!E78 zPbT4K?e3S8R<8ML^6l@l71xT^yFL7+o3vcd_|k(FnFeZ;)@CHewxx5pA1a0{fm(NZ z$+xMSCa|{|U*z>s(>n~BYPWE5(rc0awm`2uJ8xxe0DJ$0>6f!lJ&EyuY>?9a~pGW&Uo%S!$9mHX?amwv9Pm6}*^ z#X~~)N%)oxeupO(Jn?`eh17@hear&*lRrJvEK-rN6zY@Ve69b%&4+o+hAdDkUN z<^C`8F=l$WqS0Vk{2I{MAu~KMPhZOvy1e3IXmRyB@E|(ag-mOg8XmuUWBxH2{pkm* zA0AS&)4Vvh-|!*hx#b(TqkVNoP=CMrMX-p-l^ zoqq;5tutk8v|mWV@3wjJ_>^0OT0`ALuZ+J2lYQ?ri!GhMrr3AeAt5328um{H-|lt# zAG`87F12aa6piD8OYgs}*NXe*V8l7k>MTdgVzxsUnI4{KEKoUvm}`>zv*b*N(Z`)W zmrg0GADSrq@I+_9kw16CoZlYI+F!vs|K;5q-;1n2Z9Q^1sa<2ThXhBF{RgGO=$^Il zQL~lf)_vdNyK4QumP67A0p4%v@qc)kh{g4l=XEbBw6KS6&?#a@E zO3M#T41RcG<%WN3`9FM9>yo`0T)gM%|6LZe-}1g=Z-7OXMvs1X_=Xuj5c-XOoV0DZ zb>zG9>TCHHqJ49?-2GaW10F7ozddF0`*7JGC$A<_u=aPr*BKg$-kdx|n-Oo(~C z^p8{7*5h}sWp1ednEYN<;ncpik~nVd-VlpStsa3)SMJ9qKK~wlV%tkg$P!_3LT7`=or_g!r=OHSnv^)rUtnq-XfdX`B4;$jJ@=n694|z7enQf8jw^rP1I0 zyKNx;GyqMy7|-DXkNz0X;d*`U?Y3XiK2CE&1H5Ip)xkdHR9K^JYr0)Nb=BW_>aR@- z9!7g@eEz61URA+O>Z`#wZ~eEg7VmKEjTCe0&R)>CzLw3~Fg$YSa-Mt|`{esJ(4XV@Q zR(X}h&Cva4@J#Xgtv$l=FA^?XV_^8av8eT{q+hG> za%f4*b#Bsqi(PROZvNs~eyB6};gOXa{xLoOc=&Xpg8PlH+@-&^vI;RLCmwG%e9m~` z@-2ODeYRUM`ki}Eq)hWGK7F~Pb@H)8CzBq!?06rqS6>Jk8#9sNetj-@#+;2IYKewZ zXXj-k?QJW5cw}cm)0R7@uX1wv#;o&ms9Ybee&7VC<0|GS#hu(c9n?NginC7VKWmOBMQu6I`}UPc)d)xPz;C@TuJS*h`Rk!gv*n@bpMCyruS`2~&{H_HX7;|O zR^6*JEcpCv+#$tSb>8H!l7GLRxdsV!&>bmr44!}Q)sW!&8|Qj(Mr(~AE3<8#G1oa| z-g8nb9xVvlVqkapiT;GO(2<4S$%l(Rd`+{PY{_#@1~ljTReVQZ)4_jQT<1RrS zK7P;>xxf3*hNIj;UpJ}f2tM!Ioq6fJm-n7&F&UaVlV@#6xSts+`hLyT?RKjp_ctm& ztt(vmy8S@ys?;4FLVwd#4n+zl?olar<$i6>a;xs+HR=4l#Xk?6+j~;}C!6p`X`OGS z%#%Cs7pTm!6guaSP@MO7)tpPG_x?KBdne(2(f%M;vw)>v4&L5=C*l8Y&Pi9-zwh)q zxVmfJv3u2#jMY;cuaw_;Uj5ES=;4}9gI&+K#3pZO6HbJ$$*aG8l544!yUNY|QS%>q zSQLXTX*(F#ZW`h9LupN8$ivke*j~Bqk-paBVv()X^Z7n#zNkVoQ4LyyTx_cSx`ciI z4Cf{0Z;t%pVLvnz)MxnjCAsL}$z6)G)qgH;txkA9&FN0dDR^#zddzQ8=l$QaRPxP=%ai9f+j!}}?wRbn@v!v^`N{uO zEA)KDmhbS;uKu7od(Wc>x8E;3uc6Dl(tMJ;+8k5iW0zR8qawCH%sk|C&tcvU-t`@;Z>VvRYC2j?9X(BICe;gh_eedBY(3zu)qKj!elSXuZS zgRideIhJ4lSSyXL7O0&8t;OZ@tvetbvbgQ~`|q3W4lgWt1~%h%d$8~Cf>j6qtzRa^ zyz>6stWzDW+y%kit=z{CwNALLe-F9@`{yOK7XO(Q@pJE%iJxobetxL6IPouUMNGB% zGm~|-5}z;c_-4OclZ|^m+p`xY%3^v_+~VD>+>E>H9p_o_u9rOsa={5j-&KcR9kg!0 z_z9fFR~9@B*}<@Rs^o&NS;i-q228kqw|8&LA-fZw--xG+PiFpW@GW!Y-XCX$rp;5a zS$UP?+a?=bSGK7!YYcm*GcP>f6S5;iD@I3DZw{C7&+gOGpj`tY5^Vc@;!3n9*I72+ zwHNhk<{jL*blV%= zvTCX7?K&&J%zm2stoZ2sFd0o{5j`oc$Mb7hxw*5r&I`g8xu2^m+C4`uHcLY64rn3W z98U3bE#5z_q#Lw;Kb3x{-A?%5*>pFB7!!eGdlrDwOo76gC%xtSK3`)$u}Q~YZ+fuW z!s}_<{0@WG73?Tbh!HsOZMJgiR?WY@67za?NLN39I&q51`OtsPIbv@cYxjQ%+jHi- z!fo@IweyeFO|*~F^`6kWUR=m_|M5*dE;}-mdba)rPi2A@S4>bB=2btmtGH4^?23l) z{m0C&P3CZjgBJ=sEmn%LQ$F<6SSjXTF9&pG#pG>GM^j24x$O8Llc@H7&u8W*6aKPX z))4Oes%DzS<$kDD`Qf371&k@uzjwY7oAvtZ)AT|Eg@;qBe`s50R<7e#3$yFlYmv(1 zUAA;;T($R}WBWF>sBL6+Z}KSCO7O`)LJS%PZcz5bTa1fLIa+#|C}lNzOLW4y9Nuc=x6=u-K^Tz_pau)ZPLR<8x6$Dqd|ik{-Sy^+{U0z zc9G`kly!lNC)+<^xmutVV*yHM;wR4dzTMswcg{9eMt{i;>EBDQYQ+T?Pds@{t;pVo z`Tl=NWl|TXy)ox*LA3MLYe_RO5%g7@zEw{(MJ!^0!rHYc1Y?IQ#YRjre1?{BIx8-*-|Z zc$zAUzt;5Y6S=~DTMNZEfr8bqH4@f?xAT7{m8xVPzUCLGbiQ4n6Jsg1t|52*BdHDh zd$Lz~y6x-9UT|`Ep|9-0f~z^A^$g&W=H(&y;tc`y!d|0~k4(*u?^wpkaiEDKkz=pAcUEFeRe=-s%-m z>jPgN+T?Llr1R9pf~OfficDe}@9g4hTf8P{|NoP0hp#RX{~glxzHh^ydlzzy?KgJn zm~TwC@sPOQw6grK32&0v?zrwFVM#=J+@qX{ zK@67dC*QVAz5MXh%YvsR5%taXpB!fEunVpGx9qcTlk}3q|GqOV+9uK&lPe}a<9A(k z(f$NyrWH9_Yix4AYi^nHE0ImTaHDnV;nI}Dp_>zH`Zt3{TAK1Y)r;%MVQret2qS0jt)V%@sW@YOZpVXUC*PPUO$}K`=NHd(w5(pX>W5qfEB9};g+(f`{*uh? zCsUWo#p+Bpd3dU`;Hk@wBBhwzsJv1o`W^K;pam4((xaVqnH*30s`ADZfL7cxDYJ@-o1 zmBrngvkpxahFTL=A}x3MUaqj*Wjmkd%QL<`HJ{K`BQ|~U?H->UPL6S>K?xeXxx{P^ zCuqvx%sTGNi@RADpOXeHRxy5fYG#4y%$?WsF58vP{eF?qv}lhvn>Z7g^kv7=Du4#Od@6jg7JwT54A7CL1ua4gt( z?aubrb5}h#6&y}^sB?bblP|j$J>*=yd}FyIQ$k@%c&aMTzmoS?+|=%v2p>D$5e^y_ z;r1|@rwOhhPn6Ew^Xl4S?Ppr8(ldNw+LRw2o4Da0Q+>+1$relF*FXLg^l{70yEndf z&!2Td$!y*@pj31y^~`D-h8hU{ps0a zQklu=Tk+wK$+w-mmwuV|`4acs`Sa?tlm+snIFv0xBS*aJ{F z1?5InXHT@wes*Zb-iU)qMwbip;EC|?8jWd2AOFgEzBZHLG3RTOW7r$m-eYS@4w0JFm%z( z9f6OR1fJ$eeGqt>_{QIP%Jj<-KD9!r3vc%X?8wx(qa%{Xat73qzFnXJNu`xDD|@A4 z?|+F}{}8q$Cf;G&5nHM0GyZ-Ldg5v4dw5U$%xOWBriLzSG_d@a@}@Z5QTFW#tJe2n z^RDgtqC9_pXN0ZdH=Sjgrx{v)*9Yn)H*DBupy&Kl|BZZX+cxmZn{~Hzx0`+R-nx3S znW5e1`8AJ>qs;7>K^t5C|J_kLSwVG5iYM=_(~HXk&9<%!-w|yP{WbCJ)1CT%8SVt_ zJrj8HPRmylUzKywt6H8unxxvVdiX-_ofl?Ov-H|Hv$=y`3R`W+bDn9C3p&z*&v#my z^N%f_Q|!AvCtOey-o7vZG#B4!b8j^(mvoG7Kt}ymhnb9fcRNfy+Ml;r`*YHze_dkN zay7)SeL9k>A-?PrW6{?g%0Jn-Z+1RnTm+tbDN5A!-*YVC-n>ZRD4oA~->u$7#MLp+ z*na9>+Q)_cwywM1o5?FimvFYvo&2`E=$Xf-%O(?g=j>Q|re^8&g|X*?vQG)QZRfm| z%OlRl{o2eV5aghRF*CN=IZU&kTARJnw`!@z;U8O09?1v0B7cDj3vb9f;cBrJHf#Py zF8K6G^1!+DMzLQ$GPQ2cZ$4TM9ykLzs-~?dQA=Lox@Vt3oo)a2DWLYFkqCEorN)(shi;`jGM>VjUHQm3z~PbA z3eOiQ;*Pu`EjxI!d|bQBn`hbV^1YUqykWz(8AlFnX<_-2f440uQA_?t<(IPCyo>Ys z-d_X_=|Y3sz;Zjgtm?74^_QEPcS`?OkX~`;y#F$(MJreSH27wl)#W;E`K;Lb-}@76 zk1o$tvff;GM60S$N`Crgna)j9F6MTXNgr-KcxV^z(?cQP&dt+978UvD&ty*ix7ldD z@RpOH2n9v!g1Ezvicfe?<~TG{xS%}w-uZ>UXYBdWbY$y{H-8Mib-z)1da-?8p1ca5 z+4JI!jVy=!hldgpYui8}-XwJiblA;=)Snw!leT(JS#e&# z4zyh4R4Zt?NbtJGR?YIu4egrz$@Nmp_RKj}@H}%ytKDU{`I)!Uc|_Q_UmJ^X1y?dx z8l4Z&=xNs9?7Q7*-?_(`zochH%wHH1aawqO=KNnizb~ZUYPY-m?`ZlRkJh`3YL5ja zy6<=wKOxuS@DoS{`Zy;uNKE%ew$PT=uM)>+Zg}i-Lo%&;Vo-8a%+f0f&8w$KZK*e2 zx@^ZpPV2KRb5jrXJp;v=$(AyfTu8@zb9hviaAnjti|uAJLA}C0RBOVt;y$*I- zdNKFGHnY<$vgwDwLxG=;y}zHVWzp)T3d+5BJQ{IX5k zP8OE4v-f4@n1BB9EJ1GT-c~`&wHb+b+tRo}3FVO)Xf*A0(}#D`K8GHCTycxncg_6* zoi`R@*X}O}|GC0%TAzZkpTX1#@2~CKFZ_M!@?-j$L5J_$*sc>Cabn;7)>mnE%svsn z`14+-uc@(K%NlT}qh;>0RTjtBCnQeZC<6)y@S+>zA1D8|+&Xf-E#)tGLzu^nLX|hC z+Vz6%N@jjqczQ~G(aeb)*1j!sRS)&0aXGVJOU+nj@D^MR9XH_4Dp^)=u=zW9ZIb$- zKH)@mhHpCWYIgF7h%9UTeE8Po13xq0oM%oinI*_+?Hg*yTjS_%KIHXL^E*6o!()#dj6%~I7RRSv{Mdayv1q^bwgS~9Qdw*Mu6x(9G+pkSu*#`v z2e!zwly8dMQm&fNth6ym?@^k!@45N=Yd#t+J z{x{WotiJN-UZ?42#P_E^J9l68hah+LiuDN_H$0DkujW5~$l!;Kr|37U*%jN~ev{#@ z?rXI@e(0BU47+JYz37z%e?tQv3kL5Oz4Aklv%0rsV($8cM91Fe9^mfI^oJf1<@Yw} z@~rlKqIk19;NX#6Jno0)DJSx?n4S6)6g^dR)pV~pJ9uK4ucx?9E>PZn^z#e3g?O^co?NZ{1wy(`N~CRr9tQhQu69dStex23#OJC#uQc zsGP%SXZvf{4dc7FQXZMfa8>iQ+B)5q+54VP&)PE5Tdi)f^pvQ@lcy>lpY&9I+T{oA zF-Lqsqv^{o|FN}CO5|U;MU1<8p5`0Qoqr#}s)^$#S>N9}vikBn{p}B9ZWQaiu@wJy zAYpON!YHqEp@qyg5yjiTsp>EE^@*RcYIMp#_a+>K+~F zK4a#6zh>^-SJPCBN~CyOKQ1`}9*;H;OghFdm3o z7Z7ppVOHy*+0WL6X>iZIAG^>^?TxAMvCod+KBdnM;Z@Kr31%gqZrAMX>H~FauNSDi zu@w3?;iUG&wXef+7m72uUZ>4)YSC;nws za61_L@$QY;5=Wn1typrR=dI0Kb%z@^AX|}Nb!h0#) zM|W;`4h~YqiQ)77COuuef9JIN+bKHzF*jPT8E>>&#d$(q{#x9&mx_O{9nZffa;8?Q z`sE&R^-S;m=gTc7w(A)OC9Yp-u&zlvDq{M>&O`GGpk1-kSCX&1c=Fxqrfs3d8%vRI zGF-pEEj+%3-5A@UG+TJe3*$e0W}dtdWc^B=-h z+w!~rZYa$VbiT5C}OjxUiio*CiafCDHpWdz#P<>JaDddW`LCKuUj8(`~^>r&MbJ~W04^B zUi3~go9njcd$~4NG;%Xu-`xJUp-yG<{4HMs?-=Pa-hXW8JGuO2oW#O{3jq@QPjrc0 z%eN3ogJp)@o|>k)N|z1i{odDj@<_gg2%iiWyT_TU*;8y!F@3w9EpjVGG%z{^9^6wp69rv;f4t+D9KoW=D>^=JiV{An~N*g1h?cF8$Dbw(;&|v zY|Dnc!!r%CVJq7GPEF4io-gHQ4=THP+YdE5KV%S?c3ign@&l816_&gKiBi_KZyP+` zwA2{~JzTIcb3=$lftC!%j=zsUTMa5-GpEG!r2b`_d?A}9a{t2!ivk@P3o*Wi*2SOi zJ)e}yEceTk`L%gN?&j5JuWm|FpPjkK=}F?-G{VG9j(pB4!t-FT2=}+4bn{!V!Uy9T2)D@)pdyZGTiN-R-T{2U%Ra4h4It-HEAt} z9Gw$Wu7Z~AJq(z!6?DMCY4);rm!4>J8+|+(V+)xi)R3_d;bTawzdX+?y5_8ATKA6w zcHch#yp-g*SMBGLA96Q-*NNBcUmCP6c9Z!ARrdq`zOU$c^Hk+t_og+b;eMa(4s*0M zvmKt%wh>gt&jWSkz^l!hBfsu1{NR0<=csg9(%!b_hX)Q89LRY%Z>qMT*Ls8fUz$uO zpJaiRGL@YuAydznw&nD4q>|9E50!_5q`d(`?0EV3+m)?W(Sut8l|sr|6ey&Zc# zpSN@1v%9(L`z@8$hT?C$)rNV(mNI=ZeC`b!Ke_zYU2*egl#*P~9{)Fcb>!En-E^{i z%*>xG|BG?A(&S)!#z4d3hna7FYZr2EiY>MMYrOmN=4pjX4hLRNywd`1KwU=EiT9Zz zmIszZ)NL($E^8^~l?_#E#iHxb#u_K2>b=O?}Q1Z~@ z!8^#A3Z^%92Yh^OYO}5wyaK{V#!@ov)7;bidiMUQHFuOR_Rf0oXwU9Nt+jXdd~;Uu zDSHfBckx8vZS53;U8zF78$SNu^W^gKvz2)+_ihzG^4kAuiB-FG+wQIBk8baCC_3LW zD>Kt@Ke=T2m!D$(&DSk9-B}T-r?!7xLgIaCSElU!JN7i% zd=xuZG*yQ`@saMY*AJ)4o7)|jKfUIa?wluX3Y%5`iluCbW3t@4zk0&SPmFhePK!Qp z`|P}9erAW)ZB;atkWE^$B``QDggJ*v|!=oE4I4*iN4>v*L!DvR`tU zC7ZrZ)jWRum6PxDt4AJpWGr^uQejlU+TD5i!;#o)Rp4+*$=9>^$HpD3^yygp|Id^B zYui5GDk9~7lsyRzBzpB_|pAqYZWWwr4GGVzERxY zGfBJoq+(Bc=fy-f8)?&dN6r1TBYb4su6k|YJM3)Z0~BKrv+7QOq-utv}pnF@97oGm?f{D54pz5Eotl9 zJkR&qB#YGbNt4f?4n8{ZoSSd@#%CY6#3p;RPA}?cS)T`9b|I6N-}vRlG|xkN(*HpL zCV4JRdDCT2nV+A;Jl-ue{BZczWr-h|Z~T)JzDyH5<;I)(@$Hi?v1`#5Q&J%XC}YvA zyZH<4?UtNmac2ARd6NI$R^v$9fA*eo7cP0vFpsp6ndi7$`uEYV9!u`)?mnSxI=#R) zhq*I((vIX;>fh&TPp*m05d2;7OZL%Hac$eZ2e&Pmcv9_b%ElWXxWvjrz2=-Wf~epJ!3ChE6Bv*7%md!83+s)RE=l_&U0olxUW5oX`y^N;DKo)>sQ z)0_00#ite}8GY*I|NmTdz7@~%jhru@r%EvMt~(_0=D$&o=ZqD<<0K}#NzFD{cO>bu zc2q?FLld(?sng)OuEel&;gKeH^6vfkP#^bcoUzUGx_41EMVoXK z6Q}L{Iw^J4%go}JCX-crL(DVZbhf*JR|6TB%mlA1Y;>L-x;I#CqvdN8nOBf&Myh_) zH@)9}@3>B2TDD~Tqr1Je_RjbD-G0xz|Ng`GKO6r3kL%EW_o&AHk$vP;1@rJd7q`}R zMg8J`Su;&?W&Wir;@^d}BW|26eRRcKFb~p_+w`VYZQ^>VyGoObS%Y|-B&5T zuSVE?U#If@DfT5Z{>(i5gkP4e^V4iTW1;&?CTbLc4ktM*paI_-_vDHC`lVlwSF?yf zOBjPWKa75!d&)k2{&FL`w}RKyc(XtHUhNY5mRTHe`U&rolb4@u2s?TC@TU)7)l7MB zGStU?dU^TT2D4hGg!k9}X>ls<{mo2>E%4QXo4c6XH2i~2VByixJ7N=srf?2jecly1s zEe3oCpXg7>wKxSyL^Joug^2OyAKCly;r~5PjO$O#IsEEj{Bwndzo~poH}+3%o?!U% z+g_O#n?*Nxwr1#dos~J7Hc$FAv_0~~L|bl|y`A5>$qC?s!|!n98oB?aLQFT})f5-} z4HaU#v43{U1b30yrd>ycHNYuY!>m{Yl7ctQxoz9CX@=9GLS@;OL^i zp*@rAQ#L02_v@MD&Nth%-8E=uQ|r?WGm9f&sdc`3d7W0b(ax5BaB8*Ue!fA{AoHVQ z)y+fSV!o$}t#)YE2zD)8n125>msw&~!h5lq`-1KtEK6%Q&6s!0uI1W$4}HtiZM%+L zE^n@E*%0Y`BS$gknZPvAaWyt=&Jk+z3hg&#Yfc@K(ccdanBe}00%pu1w%rnOe2d>! zUifVA&E`d=RJGWb1?PKY%(D5qB@$h^UmMRkYy?{FVm#-tR%DsvLc;2UYOW=8R2a4^ap zcFZ{^U*+@fLh`5Oa+Cj`O?CqZ|Joy5Vv_^fuDd0yHP?F|W9RU#Fld^=>o0ds9y;Qg z^GwC8SZHd1d@uzidf??&2Imb3#lLoIdJZ@DfKBw`R-=)`JY)p1|%{l&0U-9wp z2;Z_n?r>q&LyM{4wZzSx8v6@NHb;lv`~j-xP8ZCJI<;KybEGcwoBy{`|E-uuFfgk)7ZLQ?{H(*Lx-s+%k}Jc{IQw(F|*%cYsP{u zjx1O1-&-sLbY)f;fv4o{BNFC+%eeR<>ZP>&zw_R9wKrszzk0Zz@y3CFLK_a+CQNVO z-IQ^kA*b}n#?Z$RHZ41vT9>}}`FH4F@8%8Htf%u&SUz3lMSr>Qk8_~*$@x7?i)5k| z&A;}nZ@eoRfB4#BAPCY4oLU{SZfUuKC{h4_F zeiV(LeE$bn_vHeOX#18;U!66g?b|nfy}uwwc45xd05S7+a4)L7(GYS{M7x;U&kLuN z{PgS-?!SAkI{z0>`XxIH?~-4gNLih>=|oK!Cb^);wL7zb{a>jf%1T7VW=4Ig=P?@s!s{Xfrmq^@4J>BlzE)^FoI_ZVOur44Uvx&Yl zedd|BubS!{s&;?pp9h~lha7uu>vVP1LM^}5+EF*2pXJ_T1c|DY&UtG6(Y*Kaj^*9x zti2<%I;=1Bb$f*9+w~i={tB$Vc79`)^v0~q5u*GS>oOAWw1O73mxC9zKQY+7DWd;e z%z=u>kN;PmOuu)@A}kf&CA+0;oI7i#*=Zl?^ku!q!O$SRvGdK3H*XgB)c8!c?w`^* zS5|8IvfkieBu73v*H-Ru^ZD6A^~w7k=Ka}a`7Q-C$aU5F%HnM9dHH)APd+IuzIW5& zea->>^ZoEi@<9?3~e8^Bv2066!rA5B!robwObLK6lAm9mcbd&9n#ykEuWQ zf%&-d#AI&Esh$0d_2S@>5B6ET%)Wnl*PZ5T{F{1Ham#)!YnE^Cr^#k1pUs(-X69`y zt=Lt+k@>apo)WFs;9>9d;`N8jXZ)D+@#$yCdiAu&4x4K^Om4S3Y_8=qxxJt9tQphU zWsPdrB*BBPHfN`RtE*3qbAOvL&N}6yqgKvt!e=54wfYEe6z5U>ze0j*=GSe%wsuR@ zbUBM9&pw>H+P;y0>9@y17t_VF4`*x6KX&i?j>?a+qF+xp`OBuMEbDCHt1~;Z z|NV-0$L@Vy+aEto>S+0rwWU%AmV`1*i8{hrC7JxE)n@HpZ_i~*_FS3vct-WA+GTpo zQE&gd{_JsFee2MVo@r-e`!3l3;sH${B(mqfkGiaOu$nvkAWQ8t`=3YBx8&5Y?K_xi z)BG*`BhRhq0xfQRTgJ*hQE&ap>n(KXa^dNh+=X|q|TXmlu zoe!D@OWhkaZwK$h_c3(^KP$B!f98AqneSJnbQrhTx5~>)LT*8pFDjhZ`_$6UpSNk- zg*8|HKe@cz*Hd>YOwZ-M$CvwlWlHm`);*(G|KfmMZdc;UJ;gs6c7{d!uL5|%B9oPyBVKO4Y6~WceiJ? z?y^K%U87&~YkqCeT-)++|3;CTvQ&{<@%pUt@sgp_&8)mHpG$I3jfhBJnEq-dXm7h1 zm)6!fw{yf-bWgeUTjB+{I@=!L!}-|W_kqLi$t--A?|L$^--=Z!2r&=x*q+h8LFCd! z7Jse!#+-D1HBifz?_k=W%E~z8G?sq9&DQA$ z7e9V*QPAuM>=2bFA!-U<^)*NC%z`v5ze@JW&i#KO{ZG4Hv-_*{wZ}k5V|=)jS<%TE zrX3YAe_`h`&}8-xp7!ZpdXs(RfBeWP=6VSZnDYe{E06zgJKw@zt5);I_~HGUG?xW_ z#!faJdz)Ho^`BWVrGmy}L1&$8YKuO#(5GhYj=H-Cj^tI#rZ4C-4nQi;jRKZSYPj75 zS2~g!uu9Ix&u>$v@O)!6_qzvDKJBq&DV1r0x83dD3np3d8qRH<(YLJLiTzvU<->16 zKs#*SJbv@sHfqYv!_Rmw7q-2$I9xK}bmh)K#^0xVxvnVhy|cpM(Q|9*sS_Km&N>wG zf=+tlPG8U$a0W7y{g_SCNGZc+1&2+Gw{Tu>qP`zY(n+gG1Gjelq&e!7?EYGzwkbJW2kqn#ImKU~=V zRs3AQ%$f$7<>3%P#vj`EZZS)y%#wcF*uF z8~6@eu2NPhfsDxgH1;jiSY@Vp&H<9VUg^s$-t}$a{w@4}m)5?}e;fbjX#b3>*=M>q zd9>OZ!$fX;CN4RW@Nspr3$+Pd@Lmt*_yp7*xwAeQf{P$wBZ~TW-tbx1Lcwu6FC9*4kS#1)E?^F4gD^ zF}u2x6)T>zsV&p`S^w$f<7X|C;Z2jm{+vtMW}T(G!?$ecpS{`B|HUK7`KUz^b99d` z_f0xAxkT!2ckR77epP{D zon>`ltJ=peo}?$7`kp!YnxHfQVgS6%7fr(7{ube7@yI^A15GP!JhX3)92 zhB<0i>mNR5UbgQpq>pmCU=yh9I{m{xmMz$Deax}{vrqR_m}J;=t#1n3utCw|K?SsV z1R8Ds@lM*_?q+l>q})4QV6p1>|F+XD{;_PvhU;V0{>(nz(_)%&NJ=M>*QR*#N$^p8 zei5Lo?z`-wdEK7F(yh>Om{f~IV=?wK5ag z`aGE3m%xWP{HveLcKm!c;b+=|8gLrhrZFeq=qE#DQ{`^uP_fb?p_$-eDZ89==J2c| z|BXYvxoz@~e+jPKzc;+R>lgywIeuVaNb8wkD-OaWLLPZ*?|_b@NVr*z%Y|Y%yE+!KR}p4k}IF z@32kS5;6{v;jMP~h1i;DrI6l(zjYBp*N-jk1`?(cE&-cB1&~ebL|Cb{dG@7;kD0@! zK+4z4%g-KEfFR?YAZ)alTo46?Ad9gWqNa-}*hrSM7p~pZ?lnc{v%W zo6^@Ub^PJZO`^JQEO)8BF1Me}l!4oHSk5u(ih^#`1hL9h zNlz4dVXn)ZDKqhk{QHkAFCZO8yIj6YGvKA%H;zk-*fMu~S_^U>d*;ODQjpPsjvuH0 z9=oVJ<7EjrB$oTnZZ<&*^`7<9z)Kx&nf+C`wH|>g(~{H+{}|MmW_wS!4otG9~8(S*&{QBJ`X!u#N<|pS}H{AqKlFzKig%mjB9eaZ+2xj6M4owbovdSp;?2 zgHPsl+tz=J<&Xx|leJgoEHH!*q`#WDK-Kqx!M@0ghwQTaE(ob-toeE_T0Z6<+s)&i zbNRo0wAcUnC9t>-5o9ae>!z95A9g5Z<*r`q_UMmJVcoH)_c3-m{`AhDyK&M>xVz3H zyX*X-RlB(=C6~`KN2Y+xZQd| zDK(vaD{I;N?5~%U-&~0~+fn}T9EkG&du#JOmA}tc@6Ib*{w&39&J5$?!pP<8Cf~fG zW?ZY@G+i!n`Lo^U)jHy=KOdB7wZ6Z9w!h8GJ$r>>f0u6FZSvgc(UCbbyHD>bnR|Mf z*>qpC>ArJLcbGqm-LV-Y7rejh!uLycpRdN6?+z~3R`xqHbLS47;Pa*0vu}r)-3&AP zoSS}R_J-OZVfix?e~P@@yI2Wi?)EQdR`ysJraybMNiTN!rk%d2RsPq!`!?85IU6wB z%&t1!Ziez_O_?umRqofky?*xHrI=G45N}>8)tr4hXj%TtkC&9+T#7mM;?3OiAjK== zt1nDHzW3*=b+hlT+&M*1{n?qAm}@Iv2bpbO>T}=l=~DL_AmR6i=7OmCzqU5lt#~wh z{kvT^=g#t$EKE9g=4k5NU3#gTYZTV&rW)VRblbyOzOTMmQ@QWg*0=9hOUHlpn{6Kd zr*yNm>2zqASe3?}dbVxK*=Rf2Zi^k4&~39d&>U#`d+WQ`$q5VQn)XtZ`!Gw z`YY?$beW4k7xs8demuutXW;%Uc>lK@H}1z@f&`!@Bmmb0UtgM&=Y2EB`{tRYIc-r} z4d0((FBW;XXRZ6|U%PLb|G$aNm-gO&RozSGT?Gfq&xF21-{Kax`RZ4E-WqSd+q)QM zwl~=9nfF3}LP9XDBN7zzGyNZK6+ZRi*816Zms&!@Z`x94*;7u^r@r{A#TB*G`myt+ z9dWHlxT==9v+}hTZ!Wj{4RVRN?Az;g zudFXYBgk?pJc2^RZiR^DXmQUu#kAbWs`~k6{%0C@DxZJ&)@>jDo7p1vUg_rDrrV(* zzN_@^DW}_~nsQScqaz#QAmNf?*LwV%I@bmHx4Uk}&I*P`X6!D%)P=sO2bXO+u(GE@ z_?^z#l|2?l^AGLaUcNkge_q-2XF<@sFnyhOWQKR-hNU_Mn#%WDtU*E5cV>Cqt@eMb zf1eevzx&1yq!*l8{bHAIy0FZs_W1>Hz6nnj0>w;yYx~Q>ZbmZ zW6`%<^x0o`-}0V{=j`?~ls~VGuYR@1pnn}k>RYIrdT`pN1K+2xc0@|g-~0I{dvS{0 z*X-Hlb+ynerUg$SD|NQ4^!fk3;-z3&mS1XPu;kp@4>u?N6shBzdq3;q^!=dh9tQQ| zvba}a+qSILxe>OlKs$QJRKfRu9zcx#ZdX1Pb=hS`*yufE6>VHJ<@4uEIz&T)vl?!x!Tb=+R+QbYm@GM`S|wA z9Z)V<8UK5sesTq-vvV?oXYP~x3d)c_w{2<-mi!1xPkXoYpUXFR`Di^T`yx^Y$kjgf zul|Bm@0_Z8=Try(GmV`3@Vg&w{mii5_3d?9c_!Q`FTqZ^{GFrfrC?d+i%_Hxjc#uzjtTTG#yJNG-cB4lpYF;g^ zeG#3s|0hnZKlen8$;w8i+$CK^!t^ZLZ4Y?U!mnG1-@L1mu*~xBd6tPPNaqM0WVjiD31+ zCa%p@j?Pt%{#gf!8go$8aIOEv)CM)(99D#s+&yt^+r*dZ5_`XJ>^3nsdIYM<%#9v_ zsnZP7gjBk7msdSsdG}_^#%~?x?w|kRAZ^{2cUt&lc<1N}vGP*s=A_&wahFJeFML zb@$>b(%&T7-?%GTEddLGwdHZQ=lb$z_rLh_w?}{dkyFaf#aMl)D1q{VZ0=exxIZS61J?e=})*lqkB>@iTjJT!Oi&UV`!AOx+c=f0Nv zmQj7%To) zbN9`=Gq$LHlG_Hd##SLR7h2-%`(*wZl=QwEK--?hcMr?u@>k!G`*z^>;iz|S&e-<+ zNa#DG9{+Rp&s{g~f&v$uoNxY&{JtUm_TewAOZ9CJz4`Ox_hD#(SMxOg+3U3Y=jzC2 z&dcS$-2Va`O8e}4DscN}^V`HCa$a2mjA0OMjQ>4@S^(;`y$2+uL%>)=SpC6f8^MXWw(~-p@D9=lg2D zY35jS+WtWI{JdQL>RWQ(p2&e3rSs0$)Jx2jo#_vb`FVE^&qH&ae}7@NJ9Zo0H}pg87H$F0||rbbl7S<8#Y1g>O$l z2%essZ*1mG@|Qj`Pv!`yp?gl|NXOz2A1;Wy&MR_B&&o^k2P3G#uXc6X-d6jz#rMrg z-=2!(d#%>N#lqPZHeW;UESI@BbJpe?lR-!Vk_Km1t=N3yLfXdVXOo!IH#TmTm04fAH@wUWRHYY$ z<~#^++w-{@q*m_hT3vsT zU+-I+6=+FYz?u>(Ux%1&S?Ocn^&8}P%c;C`K+O(~Kd;R{oU`AyW7@@|@t~fXF5L93 zIT_hE6S8j}*qZa;_HjseYVn6JFKU_dt7gre1(Aq?CWPhdvTt6vw&~!tO^w--AJy(u zh8627_Z>QXe9w)QJJHP63GOe|mA)OdY`)2-OUh@i9GSgg?yMgPeTNP^|6f{hO0XYS_O%p*H;3@3-rj2V;7q3lK7Fq58 zi=ixQ-*Qk1b?E%U;_O2ww)W`#1NAe}Jn9yG+D*f2{tQrO+Sv5^rndCY_bTwZMX(Fh zc(OL#|5?KJ$3dCa=Q}^oUOO>cGWIU0TY4RyAY)G-+cvFt+qB+*HFk#izkZZutxG); zSYh&hMd>NQxhr>0>y0_>h8B?0xu7uV71&~C2db{0Y1p*hGykw``AszCsjpV9OAU@b z?G}AnZC&aS>CbvO%hmc0Exdj}eO+ov>GiYst_UN$WZAZ9zT2kx#+>djPy8)x@$sNc z>uz&)|CrM+APwee@LU&VwsmXHrmZ=Ts!ywN_(^{TcaR^x>rWNN7Wclnx|h|DK_YYZ z4oGDFc=2an)uSjkNS|#hQtYf;n>u+d$e>5QJB&@Q8$HsnsVS+uYgnkexEtJ4LXP+= z*EXHJwyE>IE~qyc3`ybc&!^7-x#I_@^Mf38zPY-yb96y2$Un2YAU$hcDsOxLx%_Rj zl+~X#UF~_wp@JH zac;9z(k=8H^laO-v)iVfjX9mh5e4l?ip*PfPImEG!MW+C*Eh|~zIg^Yh3#CMx_ND? z@%2rTP1la4zpwdrP^NXcVadF!jq|U@oK9PpYK)vK5T+yIb(R(9Qp-i4G+|b(J9{T` zGT6S=r@o{1q@X-FCxeGzTAy$H{QK3jj-!5OK|u!c5xA$I6WqRQS}WM`tm{%4ksK5F zzR~6@hjHnHD6t*WSdr6k>$YjE(WjZNZ(?xFeheM5xxCrDw6^6hn;ckeBXZfbaBb?r zYnu*i?Wqvn_Wypc;3boo6$bamqG6Syf^g-G-sdpet!SzTR~7PG-gLWKq@pM zGqNK$Y}IiH{G|e}6&HiXv25(EwhL|pjXZ+F8(SEDpT^1&1!*bn-4b~J)59ssZ)6vP z%@*4MO##zZPTw_6H&>T?+caHpF=}lJDn;Ad_X%Iubia}Q_0ZOwhf&**!zCv(d*(gU z|DciJn*5tgd$ZF)kz`P^uhAT*hMP&*HxGg0^qtSytvwc8{Cf>6X3YeRhu5CJcZ4+zPRrP1S^7s9~X7?9A zPmU5>m&$#8Q!7XZQc1mZZR#)o%hN%l(&azZ@6F_Ywqm+j**%41uorPS<-^`oQ0EC! z%~h1VbBY8z8EgYmtvGGlG+k&Qf(C0r(f{Gao#<@^P%nxhXA0e1-RK<{J+1`&)5H)WLN+D^!fVV zzw`gSK0UwQ_W9%cb$_4zfBSs@pRdRN|NHlKdi}rk@%5K}U%vkS{{Da8`~UxXJ^lRu zk56yg|9gGC{?^~0udl!VUjOG^JpZ5L`uG1opMJmQ@3+s>_t*aa^Y{7s`rm)^>wo@w z`+NI&`}+TH^Xq>8IXykU{?E_<`~Ljf{@VWhkGuct{(hVPf6o^CKlTCM%q$`d3=A9$ ziJj_UMl<>^WHU1`T$E&B;ALQ7sL0VTE~(5(E!L~Z&AA(yn}5qd;Gg!y`U659o+n)< zL@n`}ylrLB_r!SK!X{Pqb27`D{{8y-h9UF#Qjw`*Vj+q5f4-}HS5wD1_ez!Sjl+`+ z->&5fyv7-s6=_!6yG!f)YcIoD*AhZF>Lpkv#s|brdbuR0 zYq!(&droFc{X86O>a9+u>=f?p6rQnhOTs;6QO=!#bGXc>h{dd#Tauy5t-0jWmWPLg zj5aL#b&^+NORU1JDy<65sZ)RPJ<$#LeC_S(9m%(IW7a=Q)w}WA=q2<1UrQF)Yu}tN znqT5{C%7@^PhWg__WrELE!-Pp=UhL+xomP**4dECbgOeGy#8O^`ZoUcsT70o5?hJB z6A#6{mckIFCI zm+RxQ^zHx5C28NgQfpFwug*EnP;BpVXZGFMVN)aSbIhC0TKrJH$71e<-nrYSblFRq z+?XxycHqpjKPRR<>t4q)Y0IgCd5gIpO1`b=J2z83EbQ=i&DFx;xfN00o9F(1Xz8ES zo?fA7vtF;|d8Gb5zVk1fD&~D%R$HoQvoZE7?~=ZoTh8n9-gx)_n8}Z~rfZ6CR+nA9 z?PXh`>U+ZfN32Il%^7Ju6aDY8pL>FRpEucl&vIL;v$*%d{%xmP-rTZ(BU-jYwv_+k zmc?an-xvJMy}$fz?DdAN+wVr+HqF%?#LRL%-R?-Ss6rsU;<l6d3}Vm_yRl$$Q<%sE zhYbs^2&^_}sdSTEbb61w=5u|Igkz&vj+i-1TeT{8?`LVcD6_Ulk@Sa(6Az z`7&{dPj}gr^>*{_?pyMCX>!t*iu*7Af4;Cn#P;X@xdux+FI{)#RLkG+lNHsYQ;f`v zeHj@TBAFN%_#wqld45rLQht6mr~v8>jP*a{An-@~?A~l{LlvP@-7boTSw{|hzIgi* z@Ar#$ay37^z8j~TRrB#>UYg$K&BdFq{XBebr*o0ft+titU0p-`FPn&nN=W9#@=n`& zsZzOf;r-?7bT&4$YD+OsyHq&MH;6w<$VyskP4kPp{~n8G@dveXHT1k&+vB4BY_sCc z+5VS)uGyU{aO;C^iGgL(0okl2#d?oon>~19TJJS}p7^($ zC%>AN{bTk|b<~hIe*JjYS_TG&-;4|lQjm~`q%!322dB8L6K(mL4R~7D3q56!SaD?` z(=xp^qT(G*KLs0IHm*MOR{9`=hwLtc$n(?oe@{u*H|eUj4!mwH^f^QARO<0JatuqX zWkg-CJrq&v{kr&(LM^x7OUJDonKJhe%1drK(dQGW%lBXL*0PtTc5CbUEk5!a)U1(T z;hdtW^)&iP%%PlbW(T7tX-rtE@jB+$Cch;Or-cOd*)sb#znolOwbZ^n_Ribzou=pA zcdS)>@a6R*w0tzX&8bD2k%8elGXsM#0|P^}bADb)YFTN|U^>875S z&0oy9@04)Fna#@$H>QW~?71kV+WGj=gRlHvA6+$e7M(bF%q6D4Xv24D(PpNX8H}e-OQrAPDa{pmvEW;uw^tA6l4EQQb9CJ=9u+nDI3e-R zy|Z}<6Lxw$xsuBzcylXD{qwmwFIRV;aGG!;#_~x^%G;ajE%yp}e}!52|4?31_JQT- zhBNY?%jc{Ajh3q9U-Y^j39POesVxjenGK*VnG2YV9|94b-wnNVPs(7VPaqq1ZjZc2FCRa3=DAH$@xX8 z*tGlFH|X4EWngHKf best_value: - if not state.is_transposition_table(): + if not game_state.is_transposition_table(): best_direction_board, best_value = direction_board, min_value - else: - if direction_board in watched_boards: - break - + best_state.set_board(best_direction_board) + elif direction_board not in watched_boards: best_direction_board, best_value = direction_board, min_value + best_state.set_board(best_direction_board) watched_boards.append(Board(best_direction_board)) - if state.is_alpha_beta() and alpha < best_value < beta: + if game_state.is_alpha_beta() and alpha < best_value < beta: alpha = best_value - return State(board=best_direction_board), nodes, watched_boards + return best_state, watched_boards -def maximize(state, alpha, beta, nodes, weights, watched_boards): - """The function checks if the given state is a final state, checks what are its possible - direction boards, and loops over them. It returns the item with the highest value and - statistics.""" +def maximize(game_state, alpha, beta, weights, watched_boards): + """The function checks if the given game_state is a final game_state, checks what are its + possible direction boards, and loops over them. It returns the item with the highest value + and statistics.""" # Check for final states: - state_statistics = get_state_statistics(state, "MAX", nodes, weights, watched_boards) + state_statistics = get_state_statistics(game_state, "MAX", weights, watched_boards) if state_statistics is not None: return state_statistics - # Check every child of this state - if swipe to his direction doesn't result in the same - # state, meaning tiles can be moved in this direction, the child will be added to the final + # Check every child of this game_state - if swipe to his direction doesn't result in the same + # game_state, meaning tiles can be moved in this direction, the child will be added to the final # direction boards list. - different_from_state_direction_boards = get_different_from_state_direction_boards(state) + different_from_state_direction_boards = get_different_from_state_direction_boards(game_state) if not different_from_state_direction_boards: return different_from_state_direction_boards - # Loop through every final child (direction) of the state. If the child's item isn't + # Loop through every final child (direction) of the game_state. If the child's item isn't # full, the Minimize function is called and the value of the child is returned recursively. - next_state, nodes, watched_boards = \ - loop_direction_children(state, different_from_state_direction_boards, alpha, beta, nodes, + next_state, watched_boards = \ + loop_direction_children(game_state, different_from_state_direction_boards, alpha, beta, weights, watched_boards) - return next_state, nodes, watched_boards, None + return next_state, watched_boards, None diff --git a/Algorithms/Expectimax/Minimaizer/Minimaize.py b/Algorithms/Expectimax/Minimaizer/Minimaize.py index c9282e6..5eed9f7 100644 --- a/Algorithms/Expectimax/Minimaizer/Minimaize.py +++ b/Algorithms/Expectimax/Minimaizer/Minimaize.py @@ -2,7 +2,7 @@ from Models.State import State from Models.board import Board -def loop_random_tile_children(state, alpha, beta, nodes, weights, watched_boards): +def loop_random_tile_children(game_state, alpha, beta, weights, watched_boards): """The function goes over each child node of the direction node (2 or 4 tile in each empty space on the item). It continues the recursive loop of the algorithm, and returns the item with the lowest value and statistics.""" @@ -12,20 +12,17 @@ def loop_random_tile_children(state, alpha, beta, nodes, weights, watched_boards worst_value = float("inf") worst_score = None - rand_tile_boards = state.make_random_tile_boards() + for index, tile_board in enumerate(game_state.make_random_tile_boards()): + game_state.add_node() - for index, tile_board in enumerate(rand_tile_boards): - nodes += 1 - - lower_state = State(state.depth() - 1, state.is_alpha_beta(), - state.is_transposition_table(), board=tile_board, score=state.score()) - # state, heuristic(state, weights), nodes_amount, watched_boards - max_state, value, nodes, watched_boards = maximize(lower_state, alpha, beta, nodes, weights, - watched_boards) + rand_tile_state = State(state=game_state, depth=game_state.depth() - 1, board=tile_board) + max_state, value, watched_boards = maximize(rand_tile_state, alpha, beta, weights, + watched_boards) value *= 0.9 if index % 2 == 0 else 0.1 + game_state.set_nodes(max_state.nodes()) if value < worst_value: - if state.is_transposition_table(): + if game_state.is_transposition_table(): if tile_board not in watched_boards: worst_tile_board, worst_value, worst_score = tile_board, value, \ max_state.score() @@ -33,27 +30,28 @@ def loop_random_tile_children(state, alpha, beta, nodes, weights, watched_boards else: worst_tile_board, worst_value, worst_score = tile_board, value, max_state.score() - if state.is_alpha_beta() and alpha < worst_value < beta: + if game_state.is_alpha_beta() and alpha < worst_value < beta: beta = worst_value - return alpha, beta, Board(worst_tile_board, worst_score), worst_value, nodes, watched_boards + return alpha, beta, Board(worst_tile_board, worst_score), worst_value, game_state.nodes(), \ + watched_boards -def minimize(state, alpha, beta, nodes, weights, watched_boards): - """The function checks if the given state is a final state, loops over its children and - returns the item with the lowest value and statistics.""" +def minimize(game_state, alpha, beta, weights, watched_boards): + """The function checks if the given game_state is a final game_state, loops over its children + and returns the item with the lowest value and statistics.""" from Algorithms.Expectimax.Expectimax import get_state_statistics # Check for final states: - statistics = get_state_statistics(state, "MIN", nodes, weights, watched_boards) + statistics = get_state_statistics(game_state, "MIN", weights, watched_boards) if statistics is not None: return statistics - # Loop through every child (2 or 4 tile in every possible location) of the state. If the + # Loop through every child (2 or 4 tile in every possible location) of the game_state. If the # child's item isn't full, the Maximize function is called and the value of the child is # returned recursively. alpha, beta, worst_tile_board, worst_value, nodes, watched_boards = \ - loop_random_tile_children(state, alpha, beta, nodes, weights, watched_boards) + loop_random_tile_children(game_state, alpha, beta, weights, watched_boards) - return worst_tile_board, worst_value, nodes, watched_boards + return State(game_state, board=worst_tile_board, nodes=nodes), worst_value, watched_boards diff --git a/Algorithms/Genetic/GeneticAlgorithm.py b/Algorithms/Genetic/GeneticAlgorithm.py index 4d91c79..ed93ca7 100644 --- a/Algorithms/Genetic/GeneticAlgorithm.py +++ b/Algorithms/Genetic/GeneticAlgorithm.py @@ -1,3 +1,4 @@ +from datetime import datetime from random import randint, uniform from time import sleep @@ -308,7 +309,7 @@ def prepare_board(game, weights=None, best=None): game.draw_board(weights, best) -def write_statistics_to_excel_file(state, nodes, depth, alpha, table, weights): +def write_statistics_to_excel_file(state, depth, alpha, table, weights): """The function writes the statistics of the game to the Statistics file - depth, Alpha-Beta Pruning, weights, and so on.""" tile_dict = state.make_tile_dict() @@ -320,12 +321,11 @@ def write_statistics_to_excel_file(state, nodes, depth, alpha, table, weights): row = len(sheet["A"]) + 1 sheet["A" + str(row)] = sheet["A" + str(row - 1)].value + 1 - for i in range(10): + for i in range(11): sheet[chr(ord("B") + i) + str(row)] = tile_dict[keys[i]] if i < 5 else \ - [state.score(), nodes, depth, alpha, table][i - 5] + [state.score(), state.nodes(), depth, alpha, table, datetime.now()][i - 5] for i in range(4): - sheet[chr(ord("L") + i) + str(row) - ] = weights[i] if weights is not None else False + sheet[chr(ord("M") + i) + str(row)] = weights[i] if weights is not None else False wb.save(excel_directory) diff --git a/Game_and_Graphics.py b/Game_and_Graphics.py index a1c15ac..0d348d2 100644 --- a/Game_and_Graphics.py +++ b/Game_and_Graphics.py @@ -48,7 +48,7 @@ TILE_COLOR_DICT = { def merge(board): - """The function merges the state to the left.""" + """The function merges the game_state to the left.""" from Models.board import Board new_board = Board(board=board.board(), score=board.score()) @@ -67,7 +67,7 @@ def merge(board): def swipe_left(board): - """The function swipes and merges the state to the left.""" + """The function swipes and merges the game_state to the left.""" new_board = merge(board) for row in range(BOARD_SIZE): @@ -88,24 +88,24 @@ def swipe_left(board): return merge(new_board) if new_board.score() == board.score() else new_board -# def swipe(state, direction): -# """The function swipes the state to the given direction.""" +# def swipe(game_state, direction): +# """The function swipes the game_state to the given direction.""" # if direction == "UP": -# state.set_board(np.transpose(state.board())) -# state = swipe_left(state) -# state.set_board(np.transpose(state.board())) +# game_state.set_board(np.transpose(game_state.board())) +# game_state = swipe_left(game_state) +# game_state.set_board(np.transpose(game_state.board())) # # elif direction == "DOWN": -# state.set_board([np.transpose(state.board())[i][::-1] for i in range(BOARD_SIZE)]) -# state = swipe_left(state) -# state.set_board(np.transpose(np.array([state.board()[i][::-1] for i in range(BOARD_SIZE)]))) +# game_state.set_board([np.transpose(game_state.board())[i][::-1] for i in range(BOARD_SIZE)]) +# game_state = swipe_left(game_state) +# game_state.set_board(np.transpose(np.array([game_state.board()[i][::-1] for i in range(BOARD_SIZE)]))) # # elif direction == "RIGHT": -# state.set_board([state.board()[i][::-1] for i in range(BOARD_SIZE)]) -# state = swipe_left(state) -# state.set_board([state.board()[i][::-1] for i in range(BOARD_SIZE)]) +# game_state.set_board([game_state.board()[i][::-1] for i in range(BOARD_SIZE)]) +# game_state = swipe_left(game_state) +# game_state.set_board([game_state.board()[i][::-1] for i in range(BOARD_SIZE)]) # -# return state +# return game_state def draw_best_weights(weights, best=None): diff --git a/Main.py b/Main.py index f830b73..a4e2179 100644 --- a/Main.py +++ b/Main.py @@ -7,7 +7,7 @@ from Game_and_Graphics import screen from Menu import game_over_screen from Models.State import State from Models.board import Board -from Utils.Helpers import is_quit_event +from Utils.Helpers import find_quit_event from screens.start_screen import start_screen @@ -15,7 +15,6 @@ def play_game(alg, depth, alpha_beta, transposition_table, weights=None): """The function plays the game using the Expectimax Algorithm with the given parameters and the weights. In the end, it writes the statistics to the Statistics File. :return The "game over" screen, or (True, 0) if the player exits the program in some way.""" - import pygame as py def handle_quit_game(): return True, 0 @@ -29,45 +28,38 @@ def play_game(alg, depth, alpha_beta, transposition_table, weights=None): weights = weights.weights best = True - game_state = State(depth, alpha_beta, transposition_table) + game_state = State(depth=depth, is_alpha_beta=alpha_beta, + is_transposition_table=transposition_table) prepare_board(game_state, weights=weights, best=best) end = False watched_boards = [] if transposition_table else None while not end: - for _ in (event for event in py.event.get() if is_quit_event(event)): + if find_quit_event(): return handle_quit_game() - next_state, updated_nodes, updated_watched_boards = next_move(game_state, weights, - watched_boards) + next_state, watched_boards = next_move(game_state, weights, watched_boards) - if next_state == "LOSE": - return handle_quit_game() + if next_state == "LOSE" or next_state.is_lose(): + write_statistics_to_excel_file(game_state, depth, alpha_beta, transposition_table, + weights) + + return game_over_screen(game_state.score(), depth=depth, alpha_beta=alpha_beta, + transposition_table=transposition_table, weights=weights, + screenshot=True if alg == 2 else False) - watched_boards = updated_watched_boards - nodes = updated_nodes game_state.set_board(next_state.board(), next_state.score()) + game_state.set_nodes(next_state.nodes()) + # print(game_state.nodes()) if game_state.sum_empty_tiles() != 16: REFRESH_RATE = 0 # .05 - lose = False sleep(REFRESH_RATE) game_state.draw_board(weights=weights, best=best) game_state.new_tile() sleep(REFRESH_RATE) game_state.draw_board(weights=weights, best=best) - else: - lose = False - - if lose or game_state.is_lose(): - write_statistics_to_excel_file(game_state, nodes, depth, alpha_beta, - transposition_table, - weights) - - return game_over_screen(game_state.score(), depth=depth, alpha_beta=alpha_beta, - transposition_table=transposition_table, weights=weights, - screenshot=True if alg == 2 else False) def play_algorithm(alg, depth, alpha_beta, transposition_table, weights=None, iterations=None, diff --git a/Models/State.py b/Models/State.py index b54fbcf..acdb9d1 100644 --- a/Models/State.py +++ b/Models/State.py @@ -11,16 +11,40 @@ from Utils.Helpers import flatmap class State: - def __init__(self, depth=None, is_alpha_beta=None, is_transposition_table=None, board=None, - score=None, weights=None): + def __init__(self, state=None, depth=None, is_alpha_beta=None, is_transposition_table=None, + board=None, score=None, weights=None, nodes=0): """The function creates a State object. Each attribute can be given, or made by the function.""" from Models.board import Board - self.__depth = depth - self.__is_alpha_beta = is_alpha_beta - self.__is_transposition_table = is_transposition_table - self.__board = Board(board, score) - self.weights = weights if weights is not None else None + + if state is not None: + self.__depth = state.depth() if depth is None else depth + self.__is_alpha_beta = state.is_alpha_beta() if is_alpha_beta is None else is_alpha_beta + self.__is_transposition_table = state.is_transposition_table() \ + if is_transposition_table is None else is_transposition_table + self.__board = Board(state.board(), state.score()) if board is None else Board(board, + score) + self.weights = state.get_weights() if weights is None else weights + self.__nodes = state.nodes() if nodes is None else nodes + else: + self.__depth = depth + self.__is_alpha_beta = is_alpha_beta + self.__is_transposition_table = is_transposition_table + self.__board = Board(board, score) + self.weights = weights if weights is not None else None + self.__nodes = nodes + + def get_weights(self): + return self.weights + + def nodes(self): + return self.__nodes + + def add_node(self): + self.__nodes += 1 + + def set_nodes(self, nodes): + self.__nodes = nodes def depth(self): return self.__depth @@ -238,7 +262,7 @@ class State: return tile_dict def __eq__(self, other): - """The function checks if the state is equal to the other_board state or item. + """The function checks if the game_state is equal to the other_board game_state or item. :return True if it tha same, else False.""" for i in range(BOARD_SIZE): for j in range(BOARD_SIZE): @@ -249,7 +273,7 @@ class State: return True def __str__(self): - """The function prints the state.""" + """The function prints the game_state.""" print("--------------------------\n\t-----------------") for row in range(BOARD_SIZE): print("\t", end="") diff --git a/Models/board.py b/Models/board.py index deb1b08..eeac165 100644 --- a/Models/board.py +++ b/Models/board.py @@ -48,7 +48,7 @@ class Board: display.flip() def __eq__(self, other): - """The function checks if the state is equal to the other_board state or item. + """The function checks if the game_state is equal to the other_board game_state or item. :return True if it tha same, else False.""" for i in range(BOARD_SIZE): for j in range(BOARD_SIZE): @@ -58,7 +58,7 @@ class Board: return True def __str__(self): - """The function prints the state.""" + """The function prints the game_state.""" print("--------------------------\n\t-----------------") for row in range(BOARD_SIZE): diff --git a/Pictures/Screenshot.jpeg b/Pictures/Screenshot.jpeg index 6d908288e434dd7492a64a5d1212ff59ca3844d9..e56ada7f52b8b199f3503357ffea02de0cd45a04 100644 GIT binary patch literal 32246 zcmex=$<%PwSRFvdYWaQ-KK!z}~va+(XvGZ|o z@X3h?ipY@+{vTiv|EDQ{cwTw*63@n1ILW+itY{G$w>`H|qMvW5}awt1(JSZA; z@q>zSQc)8pmzcPOq?D?fx`w8fiK&^ng{76Vi>sTvho@I?NN8AiL}XNQN@`kqMrKxV zNoiSmMP*fUOKV$uM`zch$y26In?7UatVN5LEM2yI#mZHiHgDOwZTpU$yAB;ba`f2o z6DLnyx_ss8wd*%--g@}x@sp>|p1*kc>f@)+U%r0({^RE_kiQrin8CgR5fG1|`Ad+2 ziIItgg_(sNL#Nz~4os{_Ry;>bO1x z-CnojgUE)r(JzBC^6x7IG%GF}B}LyxDj{c_Ukc>5KJ~?X&!E z^}Rnd>+AideX`wUSJp}#uV3ZW{#_ggEOW$UlhL%ZXiocxj(fjPJS^%lx$-c`jo5 zba{>#3q!o@)lL3M+VAIDeY+fZ`R!J2?v8i4dW#|#%rc%jQG#g=e}N-ggZiR<`hS<$ zXX}PtkK6rW`=Ot?585u?lJ3o192pfZW6)w2qVXhO;rTW;&X3XcBL6N~9o_!z>9n;U z&0bw>`&gKfZ+E^we)5y!P#0Z4c>mVv|(lO8)T`>-VaD43Sg& zp<4WyS1fYvrQZ(IzTKVrQAH;)?U=h;*kk1#3;3>e{n_@xyxY$5$NeMM?n!^x-*1y% zzv@nVM#6uFmcESbEJ1HS+pJp5wd7NE_|p1ATmEjUf1&!={*TV%{|rxNG5r45_2c)q z>JR2`4VTm;T-YivfA7aUf8Imszq9WCn5nl&;h=)=Ma~=B&jtVRNd$N4BLa z%{Hvh%z1of(zmA%H*V8CbyOxxdQO$5Ew{{^3H+C|v_DUF-|^%6Z_7Vk-M&*xxo=y1 z^R}J4+p{pamQh7$PR;T*#tjmJ=VjzC+M0cmb@tn~fBW4hcMeT<-;wY(f#bxRf()jk zBH_p8Z<~KyUg-9Z!~aCf8`iJOdD5Yj6>gT}dgQVPV}x?*QwN@%w@>PB?-6jYJH2SX z~Br|c>B)nt#|j-XYSa(>55ABk10iGJOU)vtGq3$HI8@rcVxbBP5h(3 z;=vz|_bKn29e8P?>ehX`TBmt;L`(?1(LZy_<7cm&i%*-DkY%`tZ@j*Sqd)a?Z70k(e*VkTQY!VB$`O z^YUhu$2iz`1;)>bZ()o5>>e^!cxkZf1MTs$u6CCbtUoKM| zJ)dcxW{ukq`;T4sA71ZUm!E!FWpCfHPp3X5o8RPVVVNa<^3b1CH`uc^ZPHm7>KZPB zQU_(2@#odwRX@VRFV$Jy|IzpCR{Wc@MckFTd1jMZ7q==^e7;;@_*|}sx4Qmt{cYs~ z;ZnL&=XaN^^>^LZCDIqE`%w6{5QAjw@(Omz+glzl^DY0+Ah^%skKop8ruuC+1Jum?GbFf!+Rb z$Nu#CTlygv&mQke%@d5cjnjg0yVyWC;o|i_}A}I_FJcW_kO!?o#hn!#BD2^ zf`5?XFHQM$vUbJ$B%c!vJHu@2%5E+BWw`!|c65cV zZqnARO&SWVOs*msqJjAreFP-$9r855$^EBoHm2X_uq4OmU zKC*ARzp-xVlKZbN+8I`(sVk-@dK?8H8R$#eQ9qFS)BpdhWi& z=;(%&{3#RMZag`Dsll%3Z|gppmv&Y^7MHHfzP9mR<}TJ8cvNYc`gp+8(>~7D(M!f9Gm6?S}34HSPacvgZF0i9QyUyS`z|dgh~r zGPBnHeHC|Fz|t`K*cxVow>xhnU(c=zsy}F6qCMN5;m7PF#%@8f-T_@4o)Y&IoTtg% zoYKE)7Q@ft1L4!E%HQfPj(;T{5ET{uW0Pk3yh9i)XO6cr@Jy--fAR9i<_{bA ze`?n8{AW1$bo+k>@%WkB;^hA`v}}GHRFV9)KKb9ZkL)-0U3~g;UieJAv$u=PlP!nJ``ad+dHbV-@C{jZ=Kl;{8q8<+=f;a=)C<{}W^VYQl(_cqe7|mgp_?lw#Q3F7 z+~(fDkL@c%-;z1uH{ygo9DUwgpL*oOwZ)CqsSj6Pd+K{%%w1N?b^U+e4u61k@spXmsk6C0Me4O=H`eW~xsQHIt(}NlWMejA+ zyqvc?jxF(*6vLm#f2Z0+KK#$XQd4-b#`974e})a2VHfYLx%|_}d&?dnr9Ugy9M?He zV151ee})fN>Y3_aRQ_i;<@^3WgXH>_{ptM7nf5|<`k8hD*Y)(*zR?#do8)aCGDYHH zxrELds}<+jyMDd?C$air`d{`x>HirTr``Y4?;yAR!~MtdhwD3b9X&Sj!F|F144L9^<+>tvo)(ME0yKAke)t6a1H*6O446h62gc$J)a@+0;mz1c^;{WH1#pJA)g#%t+%TP44-z>|#NM=uw!U?Md>r*Zn6H@okwP_Xm+%^%@c_HX{raP%+xqyG%8ORs!65qCUrb83IU{)7ym)vko%w2Zo+wH^@kt^N!==1uWl|)l~dA{V=|zN-E|x-}PB*Pfbo<=5WB<&f<>$2L;=Re+=`qA6t9t zch_$%@B4SP;L&xL&66`Htk&(D)4poKYn3I*SNkQkb{t@L{m;O1|8oA)A8XgY`ndRS z+ijQZ$~h&URc5KV+6M~HKeTuEw^u)M^?Ub8N4@@5eywc#JgLm|qjz5O6dhIwRC=Ez zViw48lHoz$lJHeEazFAPo^Sof*M4}OTx-|!GrM+8m&?7fgdz6)!v=PS!g!7U3!HB7XRkkF`56ObuRYr++(eGiH%))bI^{)hiZCjY_te6OU|x0du42V66Gk-u);`nS`{ z&YX}>%41ImI9L}`az5&(^|!VQkA4{cc0K=}fkXAouA;~-QmqY<+|o&}IQvzetSje{ zTUAhehxyB~uB8j^%lbQQxYAP>xO-b)(fqsj7H<5Jw(bI>t4IJPnEm*FhHdlT{C&hP z_+yfP$2|6pxn9*B6HR^X^uHdR=(J|z`j1bYnikJ#aIm!aw4SH#(tieNJGqwu6~#fD zx9%3}Q0y!{YZqvf#l|#gP0x-04B6`U_Pb^*;6FQG_|<;d{TXkgj$QK=diUuZyBf#Z zoU?m-cZc>O=FL^uCGmLfnuhsBOXmGtf8mw}^XKxz z{~37ejQ?GTvzGeL(6L~D)4ihAc57Ee&q!z!sC%Q?xLeX9MB?O0WtHnM?3-)!m;4An zxU0P7%L(>xxvi^iD|s;I2iPUu?M(8tTQckRq6T~W{Tb(Pb|1A9{K$L0qfYMS_Ne{s zODCL_-Mc`)G@*FzZ1yuR>|3X+@bA5>-n#wA&yV-rw@3+ooVHQ!;L|s|w)A;7-j;sS zb8`N1(_iJT40V|`razQFhCk--+P}4Qg{il<_Dtq`ud8

  • ;o*|Jm!tgXG2w6STkh zANVJ6$wu;_uK8gp(ft#bzx>d#DEPE_(V6PaLJ{+x%(}Ix!CrTtWc|rY74`p)bJTxX z6aLCqB!K-n|J&!O#o51IUlpI1)+wK6w%Nhs;RF|DmHGn{+aJcKR(MBW{^R^x=k}{v zsV8$+BetE%)xBWJO5+K9{F3Z1<6Y{m#_4=yZ?a?0u2cDN^gqK5)96Uu z7UQ3qdKW$)>;1HA)11|UC*H>`b!Dj8`kU`h#E-_0%26L}_xGCqXL#$eCU@<tNz-w3x*5q4Rwd>MfcQxR1f?Z6K8sT|JI;G(qY@=lbhsq zc1|zTbNohxPgZJ4 zD_i8=JaDwS{>|YB@}fVg9v{7D{_##g)Q|3?-(Q!SPSKNza$9<8p~A#DC+;v6h*q8} zd>g{}^YEklx40jNAMxk)d?3E5bKYCK^Cc!{%^b^1mN)ear(oUtjzq{X62v>qByq8$Y~jd}z-S`SMyI$D>}I zbw#z2{qs)?pH!dZY5Ggom7!+;Z}qwh_e_3l{wVdI;qW}=%Qp7enfXgjR`n;coK!5G zCBiU$>ajZ>cQ;S4T$_K}`@yv3ANAcfe3Wlp9J$AFiQ7f#po6}5cUo^-X_Fs3iSbyu zc}@7m5Kt~^sMppp<)zED1Cz?uNpec6Gj2~_@VIO9hy4%5 zkIe78FEsn;KC|unw_VE16RY(O+TC*a`GNzV76h@?1&9ckt&lq)e=$mfal>&LLzO_K zB^e7tLlQJ(8I}jSGKf%!E6khM?(u&lYvg_Zhp%aO?qrE=m7nYiRu#{E{QK(G{|p?* zJO4AhsJ~|aey9D9r_LYB|GCbd|Lbr5Uq#agn<~@(|S_75dK+W+PMb^Pyl z_5Tbqi~kAs3;$=h@SkB#{r#f)kEdS0SbXdJj-tgA&@JmncaHY@Mg7@!4^QhDR@c`-5UB@0$GwHUEElOBU^^ zf2$Mzxz7F4e}?1-`zL=)sn7gq|CjgH@qa8Q|1%uD_-#HYB=4@Nf8aC!Ppqe_{H=)f z&;B(3mS_DlzgrpAw0=~(UU_N!yL7bP{E7UHANo)JM9SZ)0Y!b;#{UeBM)e;{YL|oJ z-8@_Vhp_s82JxUk_ixj*f9_ZKcl=ayRmG5+jN_HTCFKkdcbQQawz;)yF$0{<@U`j>yge&dJulRq}uqq-9# zO!~n=;`q0}>7W16iGNX@>5l4)QdN=q%%uIZKk>h*5&u-D)9twXqut81@A4m}y%u;o zVcGpHC+;?$zc077{=`T7zkIWf|NYMZ^3SR`mj4VBT=swcQ2#}AUDK|@h*uxhY8;DF ztGJQF%XzV9sce+74LB9QTvLDlr~QvzsJzRIHvGGI}?td%e|GCa_09-xy!RvhCAMHMqzW)>UO}d?O zOm|*Q{~WD3&ny0Y&A9xJ??1zd&Bgy2;@AFXSfE;EArl(4D(2m{?XN0#wn$D%d|I=-5 z|Ml1XUrgcIF_(YL%+OfWHL+DB(18^ju2|n@|M=j4hSw|qIqhAwC;YJd#|QrzzFzsy zpcqr}pW%D?tNw7+{|wb}{a;Ko7Ippn{KlzEV*wKm%vK@%&r#?pLNUoXZ`J;|DtS5plg-;BzzTi%~MyA@JRMGH7I7j&F=bP{hvYU z?D@ZS+y6C8y>;E>pIQ)?#-b&OxH@`q+7J7Ge5n8Rs(!-yEacim&i?P+UyHAvtiN}C z@n7C3jYa!vehXmp7gUUK9!i0>^FISq{RyS`Uq9@Bab0(e-EseW=dby;&Hq?znYuLA zB`?uf)Wv`eYyM|ouYVG`^FPD-YyTN82+j0I@zU$m`8@yPS3Z8WKl%AD*|j2paTA~5 zObQ}_4)T_PuA!sGQ(w;l7te4I) zP)vSxe1qJR2X!V4(|?`oUw%em|J58_RqY)r-#L2R*Kxi)8nJ2j)_vQfyR~QJB_=sc zl4M?aJkDM8bAIQ!<*W4ns9N=NuZXd7vYo&;|4mP;ymQ>?5Apvz|IYtgGW|b;v+0tB zr`CCuTU%)?+N=Q!6z!umhW{Dl`2RD+`hOCA8~SLU#D9i<_Wum)mjC2>eEdJd?)@QE zJN19x`cl7ewW~<@`T0qp6eDW7cI(+YZPwA1=>9Y-e0cr(euj3*wnsuc zPvxB}erKzFVUPL4-?n_}0%FrL?f$I4((ho+^`&5DsgLWDFa5U<9pPpIme{1YNuUq^uZ%&V% zsi%lo*r!G6+a;5KHU7M2Qm}4qeaigs@5+k>dqWKN-Cfu1Z`v?9%S-k%<#IyfraEyAPyNBiLC8|n|VF9>uM zJyX&ODq~_Um)t(<=Cp0YH16*+J}iEfHMfejr+Zn2mvx6SPZ*<`ZN%5}kLtbN986ps z=RfzRYFSaTq0nN{6YFkovV3WyzDg@EIPdxIRnP5LFm2RRoOUm*E#sD@$b;22>LHm!dB-n> zg_mu=_PQ{&nD>m1hmf;Esm1FPkCv@7ez5<~)>)Zj6KvzX@2$P>x z!zcgv_381kI^%60>Sij6O}mu0dtz0de8qo;1MbX!7k^nFv7UL;2md3{oKI#QyY}vy zr$u>tK(FM^^D6eHC2x1?ys)#ndHdxry~fl`i9QaVPN}{FEbEpdyYxg&>arjE4rwPp z>eQE&o#FWW9_LPpa|Xv{S8x2Gn)=AGn)S2o`EP=Kp`pJ$K7D`wukzjNIiI_B>K7NP zuY4mC=$aG(DN;lj!n=MX|Fe<*w`=|r?OUr+GWhZS{|x1IE4~)Rf8YAzKZA2vm&W?} zc1J*wTT|pISF=;n_@pt*1P`*|IeV1z5dsa{|q<7 z_S!7nzh=E##m`sq!TD$F(#0RG|0!w8|LaHn^Vt6khf|pkbGV01J^ANj413r9Cn;C# zUqAfMFt_YJ_qs4&vFw~bAI|vM-%K$4)f}CARwrlu-}h&ppIvk>mTgzjKbP~5`1vxn z_b)##+{WW_$z4LZtnyCrqUMjIXFdG7*6Q2+ z$a%LSR5PQ(Znmn|`Lk3#+bcP7%YLRU^LAllWCX6)oH3B%fmEX)i39s z^Ks>PsOq*>a=WH!ZGP?khx;G)t1s%(e%`;DOJh+32uq^n+xZ{V|1_!oXIS6-pJBn; z64Bee{~0Rgul#(&{(`nOZoch?!Ek$7IdP|?$x}VcJrG3j3n3%zJqC?YS`B#f-K6`}bF!y7)FP?P`KYa_wuSNrm4Fs^)vWt|>WT z60o-Stk&CKpZ{v7+OJ7eyHlCFZkAfo!>=_lLeovZTo3CL>e5&*@~sKh6q)}4(TCQY z@}Hr3|0kV0{~4~ou7AN9w=MF+`KQ0;*=2vTt6zBQqO0gjIS*(uV|?<@ZqJU7^LyUz zkzeNFx^&Czbx-1Ex8Jk>Ab8+EL&je%`@U^uzv{XdL`JzOH!&-@E#APWJs(#dnfh4Q z{OC8qXn7IOiWhGV@!NgyJ#nnC&Ejn=r}kWvdM7OE(sBb8#vn{?TZUcqWALG> z{;suelrKNq(sA2*`sbT%<%~Uv{!6p|*j?1yWBahWR_~if$}ICTT~5`?B=-RRdaoB6 z%g?+`jL=xr!WU8_wuv(rJ|=dpWY)e)#Dh$JNKnUAz@dv&$aw~xU)^2*I(HG=9L>e z*T%Y6ua1p9BAGlZtdz%+Vcu7@*442Y-w(aI(tJ!-dU3yVdKRO<3#y$ow(t1XF9Hk-rUv(>Xs#pF zVT>rPyD6vY58nSNmRJA!>;5k+>!Wpkq<{MBFK_x=-u}Ydj742v`c**XAqZ=C{aE?X z*8OPMH^G;mqg-<5p8omfuyw;RgXNcYM`4nV)NEEZTL#HW|55o*fg8>}9 zf1c{nShtBk0;N@c>$)gXS*5*oUFIL3B_e^Y9*1CM89I&9FN?d1)D2l@Q~!JSSNGME z{xj@d@BT|_OQ37b&u=*W<|-0ER_cb9m5_yH(4|AcXk!3I$R)7$wbOQzfA$9-KU;VF z{1@vejYWHvPol&=T8gkMTGXYzrumv3dQaowKY6K%o9j2e`d(J}vt3i9XTco43gvn8 zr)E5k{m-y)deDD{{pbHP91WizF6ty)IA!aX^o8EKM?;(DD3|=X`1(uugk%(TfxYGb z+G4%`{b#WM&mbE4x0wIWe}-n0eXrTPKmTX=7=mWm*E9B? z|MA#wDx81v$NJBulBN2;|NLk86N+L{EyUscZ|0+0=Ru8f@c01eu z)gNsC=4brVUi4r3`ipUnD52nnY>Rx%;r|Tw4-WrUm;5uo>pz3>_17qEuY4q1c1FBQ zZ!J4&(y@Gw_5^JkS1;2Qo|-R9FaDf6vy5BRSzPqZyIW=9apA9%w=CLme|zkIhVxhc zGkpJW@!RYDKYz{t_fP86-d_2izxF+=HQ#i+{(|*?h69WLrKh?U?$6u(pJD#W{|xUR zE`EEx{_|J+zkf`srR+a{tvzEq&H7*C{eP_TpRKjDdw-YS|MS=XKSMpQJd&Op7ymQN zU;Qre&Bps*`2I6|(D=_V^JZX7{_S=D8J@qY|NSEap-=8u|DV6{#r&y#{}~pP|7U1) z|8wqC*Wj{|rq1Kj%&rJ@$9k`+s%I|1<1w z>qiQ_HyQsK&R_j*@Gau~FZTK$BK2opqYbna#R*?r_f^))^TE~Un?q+TbYW>K;HyY{ z{VQz$AEjIUe|e_Ye?MLSv2>YHMQL1Cs8IQ>Ge2X@v;vk&d@}#+wpDcUe+G_ii~ln? ztKR?n>HeQs`48P$_Fs%*|1;dz{m*dpy7`tv{~69d{qFsz_uo$aC-qgPE7r{a;ks4+ zm!#f*hWFDzL#qE7TA~C0Gc26+{@>61e|r6yt^XP3pME#}C;N5PKmG3s+j8-(!T!%b zYcKt0Q26y^|HQv9t}WVB|4{5o{fm^{{~7j0g9f_)3Ff;0YxCa!`|184yKI+<|Et&E z75_v&X8I@ly;4`g{E>ZIQh!Ky#eaqiC(Hjc)PR;bq*djFU2*Yqd<8U7UY|8Oe3|4a6({>lFgKb}_2JNez__1s?3S4-?@jdNl!`wUGtO|!>575)}~g# z`J!{^^zs{Wh z8I+~sAI^U&sIjQ)k=+{f)&Mg9i+|hwPt3Fbfs(Of)XUd1e&qgVP_W$p`sw~JqU+}E zERO$vYTo`Qb?)u|M4Y-b)-fj_HNZfPFgRW{AJnG^1C0S*2aN%)z3SiepW%~s45;(- zpWy{(eDGoWPv4*Znj`UkQ@Kc>Yi%HCB!K~&mq21QS6xK{*xlhHook~`A%$1XJnO%Y z>h?dWy%+uOrT^tWhq^S@IqyLB88TbDHE-+PaIU-AtK{EZwN3ujCj8IMWdC9NQ%ax~ zcP+fDkEMOV_+mcq{wM6_e`~h?YubAGy5Wc0{~U_zub-}ep&e^m^lbn8skZee{`B+z z(P$M3jA1(nYb2x7p?2K=8BVM%{?8D<9yC`GjUHh8mbcYEeSi9^h2i~_cN&Yjel2c5 z_5(Wm=c+D^1$_NTBjr(Bry_;cPn+`JNB-8I_`PTQ-%InC{{*?Ny#VaP;HcX%cTXg5 z-9D|HSvA?|xZDnrlgX1br8ENBc=_Ow8` z*@nq~_!ZB;;8>d(usZxfcbe(Okc{YCp8CPl7i}?}D<5!4HDqsdLjJA?PorOC+ijks z%6?ikEt_lNN>L5#1&g}0yuhunhtX@xLl13_de#1WtAE75g)RRXCid!oIRB|*N}y|@ zd>AMph=feL;9FcMyLXSj&Lx8o7s)jB4WhSi{?YpAdvwP%=j5Ct>8Gb9@BYsq8)P4K zYnt5J{D((3PZ#Y!oT&TumB#(u7GB!PNA5{ov$3{1zA9?Q)&C4vPc1L9ztI1ra!u8_ zf+_MkQ)h0~y7Jo5Z_Z@@Ra{!<<|o#!@VXcg8FTl<>YbA~W}cAS!MxNy;L=uG%fPL? zR-evTD)M|Vsor>9Qs&}G?c!+1U0bf~w4C}oHvZk-{|roXMFN9hDT?&e6S-yM?%k5x z8}C$ok)OHz&dcfFUc^PGb6HJnVt*Q~W17xa%AWVFO!=0pb$rlVk+7}Hnk$QQCNG(w zwc`ZOar;wU5?MRi9((C-y`dgt5I%Y1WY^sP42Mi>|1;R;?tj1RKLgk4ecL9Td-?XM zR;=Nq<$Z41UO!~qAW^AY^h-1MeE>+13LuN)J0 z2%hdcap&KHK!3*0mHe4px$C~MN6m@Xu9|5QG{I4!NAOBexaI;-0t-dU`C+e?AFTf= zx~~59*Z&M(Sk|w6IR9t$r@wwY;uda*5Z$`ip? zyjI|mCYX74S&OhVrU@{B(-&%HulqTTU!o^0<7Isp^?a_n(!@ zbC*0xEL`QWVAJ-gg0?$O%U|I?w+hz~d${X|n+_ii30_@VRBsb3e?(5^V!ph8pE{33 z=aN1Hw>O`6JXiTwx+n9~!_1|@6K$j4o%0NRemt~j>07CbdM72K-gmFrn#<>{xh6Go zrXvr>t##IYKmJWUc718Zb>~g{FWwK?p zS#~eJ8FgNmD*h%o>ecMMGXh;jpU+zXN(`W4ch@@6UDreG@2;vk{*_1lPfuojTm2N5 zMP1q*zczp(=$ai<#zu=h*Oxh*>-|>2DPP_Y(|=&apV!vMCc0YRL5Kw)C?${by2TV_x{hSIqSRrDZQ*y z{IF(M>bdC!(~Xoi6of4DGAObKkIj0Vw_hyrKq0k;n9b$uO4v| z&fK=8F7}`M_Ni$SGG_5XdnI-(`PyAxb64o=%l`}v@9gAWPTMDN>C5lztH;)^@&2s; zQG+Ww|Dt<**_!@a{QqpW)c<;^|0(Lkr9H0doplB;zc*~y+UMSPlRt&y&R_rF{|wjG z)+4EVGuOkPImqOn#EbpBbvd6j9=^JCZo}twe}67le_EHVKWURqQte3|{j_}jPx*-t|1-1-tX#A3x9c5) zbm=>qb~8x;k8cg zZ5dZnLho>WQT{XQnV#Oebxlhy+w8DmDn46MCwVz#bNKF^KV`2o`hQp-SFiQ!j#_HR zvE<}8!6DaPd#mQZIzBt7MKh@8KZ9WZqv(jYrAA7OL9ToZZ?D^*+HM-TPRFD>;;m=o zz7UB3f9~`0tx2!V3+}zvI@ms`HMo3RrTxmar|*^>l4w41=;7yv)yH3D>*#FwxUy?X zmWJA!`RCr9>a1D4o1waF-FB}l z53UM%%+g)Mex~;`leYXD@AO9Q-6b{&RYH zsJhDI(<;5WQBN|hqI5Sk+~k-kYx`Q=|D(vq&D;mlg6x78F!APR^{4ZA7gj8sX8eiC z_~aM4t)g?^&0np2NVtq$Q>o|imGI4-%R?Vc$qWz3tls#uH2&IgRZI7q_X75p70udu z#Jv1`Ay2MEjS&CZkkz;DPT06VW6ESn>B)9&E3O|+y6PI2wf<;%eektqj~?tSuXL4nVU7tj=N$Bllo&9nuL!IgC5(CgUCTtv$`PnLsMGaQ=h_U3XYvG8s z2wStCe7yf&`0IZL<#(U%fA^}J{|qz~Dhq1mu`m9k{hwii>Gi)g^>0?k#3L2wxfR++ zwpr=TH{E+BT<^Tzhon$t3Fe)0Q_p9I2i|*iJ-m=D;@Q->&U_B)d#ftCE=&`eBYZXg z$2>b>{xFGOS5>85-~4;L_eX5eri{(e>CfAe3jdvE?7t%Q$Q0Ym%EU)}$ zV9PWzoBklI??uDM$f*g{h7!!56~ZT9cYL&7_|9twhlzjZUG*zVSM6VEe`)8h!v;s3 zwk(#ac8z#>YQt0wr=ZmzJ@2kN=qeIEuc{H$+>OyLUH587*z4GU{|sd-U&~)HnE%Oe z=|9PTfkIsx>y%%C1{V4Ae(=^zu84bfyx?>0I`7>745=w z_gzf4j`QC%`I37`;byvRxBSaLultwB8wISID_Syj>%Tpn2R^)6^)O{)@3G+d_Pf5_ zyZd|p;o$pw?AQFU-g!;;!NrA_r~N%CFk{PO>2!9B+-8~dy|F*qs~?{B)t34dZG2j$ zJM($8WWn$1n&p`<&x=0X$8}ZrOT0*A)^tzp!_0=I9Zbiy+$9ytzpm?kG`(lbd6C;U z+?OA$6x?2({`sO?5u0I~-PAqC8hcFcObOYgomUw4@Z@2`B@3Rtyd4=I^7YbxhVpv_ zQ$VA#-@#GkDiXlHsK)F+!vvZ8Uq9Xd#dY03=J?_KpNwb!GsNqHr{lh!p7oz$UkE7e zf3mUvut;PTw?TlB=K+za$$rx;^cT(wO>;>&qVc@z(Q;8umAeyHmxa6gFMT=fR_gv+ z>$+x!mK)1;ep!>79y#sHjD=^){>{Dp`k(09{|ubE{eM2~{Lip2{7=SzhL&l^|5e8P zXSlEZ&-Ck$&V;9~0Sh|<`lEH@S6}}1>B47)RVzQAPpmr6JYS66E zu|`VzouB%<=L_WJ=so@LuU&nr5l_sW_4k6@@5DRzE&sIYKLhVSDb8!U`A1I0pE)uy z%JBEiCnodH=RbcLvNgZupT_>HdGBZaXYkZ5v_4gAGV|w*`R}T)#{USOr~aQ|{#*Hf z|4#mAIQFvRdq}8Dh%47B0|p6(s-Ww${^)+-+xReFz<))SxS7yV)zwZcd{4KFJKuGe z*Ie(l1T;@Vg~A(T37jNb)qUU}d`Le}yc`^>n9)Yzo-8CpZndX``=CZYkx*#QP&e|_;fb< z6cDI%zgn>N+OCEF-UeT@Uy*44B-#6q@t;MiB7rgPSHY94Smwn*4F$~6`>kk;;A)TP~U1AR;g z#wWKuhs{g!rh%>^jP?F~YK&eHgG)n9*S{e=3I#A^FLT=9P<;xRe!>#BM2MgJKT{+&4Vt^S9|{+~+Qk)2*? zUjIdK{=Z-LkHaz+zYew8_w=9R--)en{xf{gtpDViulD|5lktCs`|f`-KIQ#qc%f|n z_e=e;H5c8lt*Wd&{ipf2GWX5@3=e|-Gd$_Khj8UZWYR%i3>G$-X?BCqPH~(ii zu=GE}Nzpxs09cF?GMinYp~3&AM?d{PL!&on`xL^V!9S`G@4xlUzxdmE^_*6-pV6Be z_=+dK_FH?tef}p_*jVmq@!qxmoR&vdFPH0H`=?*rlSC_w8xBl$6rB9y)|7U1X zsK4Og#R;~tp9gvH<$MF{o4xXpV|LG;y=U0!fhd-S z-UxL6cFy?c^nc9qpSZn$E`^4U#eaq$PV9eK{xf`v|Ie^#F|w_zH!SLZJ170K{vS5` zCt}k-d;e!(n*N_brSLz)hZg={oc|e~?ElY@>W*Y-c%rNPZHx2I;(zeepU~BRHXWQI zAOB}S3Z{N!3)da$vWExRgsAwl`rveV{67P7Aju=!7uzaQpYzy$X8i-h{|pLS_Roq3 zB~ImYB^voDTgtXwd8ZqEMqx>ggF5p(j{giw>;KLU{m-!A>-)do?*9pOMjGh-6_ch^ zxL#%L{?vc&dF*RVf0SC`7aIcxtHxxN1x_T2_e8Na!;{xAFb`uE%ZGdx=L zSM)q6XMjBT`roNT{~7cj{bx9{@LO*9zvk=vzu&I^7*dODV>~zw|7SRm{Lk_4)YgCT zNB=X-bVfFE#c#9K{}~)#-~at~|BqGs!HF209GZV?bN|`j{hz_8{pQyAU;J_Z8Sdx) zXE+*&WLaokm)+K2NK#<`7AF3)Ui=?^_lwkKEe9t9{x@s%KmF7Hb4ot#YW)k_>i-P2 z+y66&x}(??`U_lYfRcdx&4~D?f8u{mu{*o!Kf{Hp@Be=1|I_M639Hp#z~u%gbnG{6 z*nj%R{?8gH!C`)A+O9djO8QgR#YMQODjetD!1AE@Fkcn_p)Hy7kk{$#vRKvC^JLAe z?3C$sCq8eS!DFKx+|}1>w|?oK)ABceegDflYyRIq_5bwx-~6rq*LK$b-#`2R4C2uu zVfD8p`k(y~l)w3-{^_5{{=f6r*I&4~@;}4<t_-p^G znrD@NqT;`Oe^CPJfh~NBt(t|2$%rG5K4_y%?|iFx|Go3qe};)~Qi*A+%|uylS&O`e z`lk2ad&}3<2cJ6rpFwW=lKsvL7IkUQX}~qN2O6V2wPI1%Z{x?kzVNz!Rh9prYV+UE ze{$`NH|_psv)BL9rvC3zao{nM;&~mQ(O+yh?D^sIKbhbi&BSYH{Qmz8h4a_c2R}DH z|LD?xhVA>Emn`bie##GDWe;oSAkz=_;Az8chPL67iJDLqIgi){arq@mZax+N?yGI` zuX$niKfdf${Ur=6so~O#6>-?!TY^MC)nrrTWJ=_usca5qj$9 zn)r`TU)4>WQorNUm;Vd~ph)=QwC3eD@mW)E-HJHy`OIC>T3gRIwy(BUl^+Vbtn($i zdv^EgjCE- ze-EcT{}NNT_1xhbS7wfEIK6K*a~uX$PcbNa8Ei|&8_NxEO@X^bp=E64Fs;G^68QrWv}Jar->1B&|A@LAY98J?{y z?=gAtWxi0{jl=UbWh9O-+Q7s9a86+7VJCsm%-u)ZVrPb~jjG6TsZ5tGxw%*gG(2^a zf()G#`J?RDt83ORlkSE&PLS-YpPGCpC>TN}jvi$T6+unfJdj$Mvn0Iae_sjLIDX+vPMaJ&kvZm){&s3WtutUk77m7Bn|=aOM-zWly@aCUb2g!<|Qf6j}XmZ-a2%_DhW z;-SeeIM-c|*xT=ZdGg6l&l4V(7l^h+PP=^M^4zLVPg~5lJ$abQ0%PVCbC$?_exqHI#?0lVf zY+lD&`)ms|CmmM_G6`Djt~AGJ!$I~7U4$q63?szbmP&fQx_6w7+qh3}&qCIBOZOMs zNi3Na+9i^yQrsFUsdC*r|3PkEMDxzAE%P5#^3^-IX8zH=JhAoIN~NY#_d;C0J=UoY zu(w+Ih+pDW=NezpmX*AFj6|4E^X_M7nN(Z5G2ENiX|8D4-oI}r8LjO(a`lK;o7lZ~ zZ~wX5uX*vSZKBrFH`2_t*V(o1J4b%KnY~YM)734OI?FarO-p4lP|n)%&ie7MaOs#G zD}q}7Gn8sC-pwAg*Qpn>jUS@0e-ACy(CcBu8ro2CEW2Vb*a`84@IL%;W> z_=Oh&T}971Kns4xV&BX8rjlH@4n^qSOFq=Ua;+um)|y??lHxuerj!e~NvvV=soMB@ z{*ixETbEW$4zBf*cwRcqQiUTpLE_|biS^O1Ze)2GuDWlsyJY8+zv;rEr$Qz@?XTNr zfVw%yJ+>TuC(gumJfZxFp@+V2yx+S1?MuyD2VF(N*dD@$NTvq5ihfH!E;S2YorQdv z|KnT!_w%1bi}q!U|Ea8+zcf|;oylJC=*V+hfkj>K_J}@sYaDlx_09F^ni>-)UNhRk zQu4}{V{OL8xtT?Wi>HhCENxl-R_pDy>uNtLlOKBK=B_j4TwpbQM%i(l8fejxN@F}NV>S!_(Xg(cb6rfT<+b|SMcZwAPRqKpJ-TAK%2sIG z{qYE0=tac&sf5>A4#ijxH3!Q zM{h&PH}>t%XI=Uby5)ZMv=@tYoNOB=UYTTnXu-!NtA1@-G-t*m#(g{0e|5b-er1}z zW}C9W-mlu~*|GKUQ_o}^4L-8NIa~5p$)>qZHzZ~HP3t>;b-k)d|IeUM_@5y*{HN5D zFZX|P+^)Z#@-J!EdCC6_CuHichyHWhbZT~Gn$~}YYpqG)zg>;{y4<^5Cz)xzD&ly> z>swq|UM8wO&$FN|z^`)ED{g~OmPrK+>&|;zT3fO@f9u_;##-;vY=v)x&z$yP^<$ZZ zoJ9w-)obk^Y+fuFC9>w$?ia2PWA(gMt52_=c-KJWKLgj-lYdt8AKAXLcIDL^RA!6LzAJoh4hyRPecC19>{M@T6cfSP1 z>xaGrpr&OL(!ws3g>dH~3*l^gke4t8Kc3|A`RR$1^LG1bP6=jPSLKhky=t90^0Ev6 z*7{FuyZ$q*@BceByBo3ZaecJ-zsKIc-c?x08f*P$xSqWKN6vzZM2=UNcG}O=?8mWd zs{LWIcE`0XuW#3;Rc9tlU78u4CNlS@jo|B9FIRTXmC@A< z4u84zKf~%dB^ydUO5FOeT5a05z3ZQUvhJ69Q5OEo`qeZ~sk1V585PG^R`$&K_3>Qx z+3ahQ(%v7m-Af!Q)|}d4JEMp3=LGGOuP2+fggjPRb8ENtC#y*%&)MEBdNUuiui>fO z4Ny@VjIvq8e;LXS=-rz2yRUrhe^nXrpW*SPFVkO?fVLh?fQ_$~&l7HXB`foH@8vgV zmQIwZy=q%jYrEpo{)bZkF32Z-s=GXS`}?|?k3X%hdXiuM@a3d4dHPaQxbLLM@E_Wd zD|hW#ZWv3O`Mph=>hk66E5EE?us-zRQolLLXPhN1M$oJk>817B^PCmaJ|DjB^I^rTdp?yLHXg_+XWzKSN^7BI@T4iRGpA;m zygqn&#k!fVPJT4@Fid@;-!kL(0!8_G?_b7D@2N>GU+@0SW6^Kj8I~H-I!{XO)Y|T! zTXZGdH>Naes{}@BJQ|Jr<6gUP*b^J-;*-6 z-S2-yR*C=ll@<-Ke7j<5O8aOm`f{m(Ch z_7h}+);Q1maX7d+;-l!b#W|Cf1iiVX!eDTS)$*Y2(Ud^fn$)O|Pv;#zm@1JYa@WiA z?&_>}py}y(GeAj#>~21BKEk|hBEUVe~MHcp~ox8i;R?4UF2jA8+r=cN%TB)&)e>0xVNtZFnDma+1h2)bWl9g2?tH|XcR65#fV0f0+lN!HFy6m#-PYBY zr!-3>-A(N2ykC4J$(EXXFQ)s>(ysoIJ~MKXIge9c#k$4+gy!1+tGHVanmRll82z9) z$B&IqBsYECswZKGgV(%Q-uR!PWx4-s zT|Q$d^7z!ec2S>wt)9iEE9)b#>X~{ss@w>T6J&Rle;lH*Xs5cRpI=aU&g&Lsjul5E z72s<`H5N74tm@KOzuC^>3Zm=09BKUKbHx6~r?33g*7(m*xD>Kn+VTY`?y&X9S@UXa z{xeL_flPZ}lSSo9{Ac(s`Rn*syJDMvy86GXzgT%`EZP_F3Fm|uXb~5cYJ z1oi*c$p2-{{DL%qb3Il6d)2&+fBm)P|5U|I`pehUrLnFEH1~%K^J^{Y(tdNk&(s9o z3D{C2_~56F<5KUcS(|UR%sINjdACKV<++D{-(T9k|6wHPgd~~yKX~eY?E17i_0!70 zv);w83SykS`P*C7*?xv@cUN>R{m<}W&GP>Y3;X>4u-SvQvLN%)|4z4m7T^|-T&3@-z(E9di_7cp-uDuwOQJOW^F!})T8oJ&;OkMNdC2} z{LgRyz7&as$Ny*GI#vHm;t6O(A9Q9EIv?zyj{3DC_0MnrzIY-qw*HT{=6{A4$&*3T zHUAmJ-O>5qV*WGCtW%_u7ese{`25ddGh`utR6R=AR_+nMKJ7&E_T4*LIZsAB(K3F0 zv^aUw`)`p>!Cr5((=R>Ojmg=Z^`T8}_O75yuTOlPrG0Au*027*IPTTo|Ms6j${v~X z^ZuKT`twh}d%XB}@=X2n^Z$J1Kih_NeOmvvHuztY`TXyH_aEy=WF8*gQzM8RK>)-XO z_Aitx|1;Fz{*!^qInn;-UwldPZ*{}}4D;=On$(~98imgr_L~&J8-NrBxi4-Y^#zhE z%01`(JNc|TaMDee)-tV0{0z@md|hk*!|mOFh8O1ce?Qd!SoKRLR;p;N+AG!dX~|8; z{Uj<}gY!;TuQ$rll1EWz|4wO9Y=kA2VNZyEn*nD76-(^QoIk8*ka7wP%`e%SvBl}EL$ zHg5W#Kk>!~LTzkGDbk4D47Zo8>n~+seh5P`#-~eU(m*|e`o5??R%E^ zcQyah`bJez`9BI#{eO9<*MEPx|Ho7L4~<#&U(7&z0hj$}cs!*(&Hg#aZxQv{e>gQ( z{AWNj>_0;bH)tQ=ruYB;nu87;{B8K3!Rq&n`mDo0;~#jsy8mb35CiQsOuhg2SN=as zcU0SM_W!(o=kV_^`BVQHn7oK{x%{mS|H6L=1qS|SIK&Ft@^`cRKSSMY&>lB*%f2Q5 zEB$Wp?`r#}{Rbv>_5Tylb^q6PdjIb)_d(m}P(x|6{O9#M+rO=`pZbqwN=Q9=IG|hg zcgBB)xwU8PwUC9 z{v-9LqQ;`GpT%F{+vY%liH4bXpp3Vch@zh&@Wl{x^n<!0Lw6$w8* ze+9VVFRHplIOdLfe!lQ&lO9n)w#d#mtYzQox%LDX=BZA&aobSx)6*I6{xcj8>A$vZ zY5VHvAB8zjk0yV(;ay$TW&ZA*P}hx*=51U1`Oa;8HEo$`{nw(Ecly65|CGy?+YH&y zmg}|E>O$~xmCLW1x;8Jr5uYWrB}^>byh!U^N|Ra<`#Oe~{#Q)a`um0CI{WR}%;({3 z!z=fu^q9Lzk=LDT7xLDc>iMPCT@U}gzW%^+SCNou;1~;ZWhj?JUP91>b}n07oB7{I zb<3YspdORcrS)v~vU^!ZqFY-w#P2!YDj)1;Fy+2Z=uM+33G3BUf){On@?qYJl{MX^o}mQZLcWn!=2((wA3%sLYfV35=A2_o0x_y$jYv zJMC?6&gO^nPk*(kx&Ef+KZEnuMP1sLY>mKc>M^Azb zu+S6zyuIh$`aSU<)qHJJ5B**LrtDz_^t~fXiQ{SLWp=8lBk8dQ)k|=>*0Jg_E!R3i@|`*VD^) z<0|ShB_Ble9$}dOHN}93ed8TI+y1qAf8su_?VG(M_C?qvonO6I+%%cybOg5Xy)WWC z@TYF4JVT9bXZQ0QJXq;6 zCE-c&oKkt`xGY9>hLl;~-go{Jz4W!7*L!{DM5pNnN53_yC@|VooIGds@q}%~(Zc)e ze=KGHEmhmQqBYju@8_rg45dq$ZGLM!`6qg~`|$PE9X)E7b2I+z{?nhYb;iIVXW!B) z!$Qy3V()(LQhj~-ALE@G+snE&ic4R9yS}_(uUE+wL#w+xIq7evAB{%8dUE zUoXW!**bA)MVG(OpTx`W856T*`eirCoeLc=+nlxrxtXe}DG#KlSHYylP4%t4LtHRb3M-$&r;|_c9%Gy=m#X20j`tqsS-zIsly1(&R+O%(l`HOGw?8P!kwz^&*u|s#w14d1qCBORi zFaNswR`?&~_*=|x?EG&PmHmBx*`_YE_i=~*w6E$rN~?>fc4r)jPk#UY-ma{b$2s*X zi|>B9cHCB-GwJb3Id8pPG0!y?b$vLW16yc;p7TjK=TT%UiKo(CUr>Sfh`1I1Fpq#+ zyYSuCXWmy{ff_d_?Kl5tSU2fE!;7@tR*ylOuTex!#S2S;rXZYQBMQ)yUr1>ft=IUm z^CR1{L+|4GUldgaD;zz0>hDvP+M{1AUe#-Tt@>yi{m{Nk|7-N_XZtUC$M}7kb5^Y` zP5t-0FC4o++<&-WZql_sK1=_c@f2MwzjvOq=bvx?>ZZOvv8rQ5muN@=g8{>r^<4iM zS}h;d|NM9HKg0Vs^Z(@SI^VjF@tTe9BhIh9PR|ZSEZLgj(0FItqZidH9zQiInx z$_(=n*UyE!u3!54*|~JRx!He)vbq(&{Dl8AOzZ+3L9e1J5*V*nw*ZuatIH2$Kbd{# zyP0+S?A)U0{NFlk{LiHJtUq$gYl?A4NQ(<|?l89wCv?3moNZ|Aa#;3MMyq_2kk zJJ_g_JIU<#CjEu~8Kk~S=Xd`yj&3eqdjGhYWyCkD=dV2MmsSg`bQW%Jwc7l&@K4~U z(1IUtw#$YKwk>_D9K7_+<^K%&uZs&G*RnsfKDa_))4^q%EYufonjrpJA>8!Ce}<#` z1UGyzT{m$}oQvw;2lK?YR*G&`7M!EW-lRR@<9~*}_cZ}x*DUHzE?=A{$adQDO~ii& z|K~BaRzD}ThP+t4WbOK|PyE>1Q^UDcd-9Ct{QP@;+qd_3|4GgJ`|xl2!@K7;=Ck$k z&Ds9WqvhywiQ5*IhjSzz+rD~##QHv8RA$8WOE>35Jc;(Vx^cSw_U)(E{(cqfc|U}$ z%wP0l(dm#~o^cYA-D@1gEQ2ggGVfno5-+kRby>x-dxvc8xKH%%-fcgx%XorekKvcK z4`;eQT=rzq(u>i>UEBHmBzsla&HZkj`n7!B^xykFw}8&bJHH1OY1aLS#Yfj2WBxNB z#KuFYaizoFV~z*@XrI%rcKj%Ft48To#h)MS zcc1g@f24ikK$7O=XRW>>Q`Z$FuLxOr+Nx^D?i=R`oqVSyX_J^FY9*kKuO>~)6FZLd7Vlg>ZL2Q`t4KNljUc#N|j4v(VofIV7}r)K5b+f z`jJglH`5Q>Pk&YMbN!8<|Jt)%MZ%X%%MDdhR@* zBtPra$7!=4{pMKP-=(srq%4treudhTWQ)TxW$Tw@<34C?Yp?fS&q7Q8rm#2_@eT3D zcm6XZN<0mX-_oyNSO0w8yPfAP)+em1fB3Dl^x=E%+b_#EIjdaUy)na6`?Qc%L-nt4 z$3XKk6XavE$ZQj1o}{b&tnGEY_w}>9*Y@1G{rBdt#V;-V|G8=ZG5RwBv~FkS@fS|od;-$KIX3jtd_z?zeAZHjb%kUOm8nw z{_i7y{m*VJs*XL#%?!cc$6aee)T{NVo#2bP1za33mM-~YmV<$s0;!T%Y0MFJTAGjOu){mJ)qh<4Pl&hrUvt&`f2{UD zF1j+vf0&Sc|BLh$(8iGe49EHh*#6BLizatX+U)97)VwEl{j_!jb? zVQTH^KfQHZVuB)nvqZy*!a>_q*|-~6lhb-*H!-+K7We;A^e}g;J}x~%$K?} zU{*E14*k#Y{K@_g>i-fOU%Ig`6$yN^@;`$XXvfR7)&CjJpR9l2|K~8ofs1bj{|o)D z|A~KX_)YW;r(dsR@~_gTH^)4RJ|j-@tU zejc7&J-)kD>+eN$59Q@ZYzCN(1D@!n1DQ2neP5W>E zcK>H^TnkD~^Z#W0yMMj@h3U$ANX`o0Bv7CKdjA)xEBilaf^x>&zvcg$qozahjhKV{ z?O*TzvTfA|XR6=zvHuwsTm$Xf0cAPY3GDcc4oqSEyB~B^SauLBTW|k*{}*poJT%uw QGSJRywp@`wAO8P00W4oDga7~l literal 32463 zcmex=$<%PwSRFvdYWaQ-KK!z}~va+(XvGZ|o z@X3h?ipY@+{vTiv|EDQ{cwTw*63@n1ILW+itY{G$w>`H|qMvW5}awt1(JSZA; z@q>zSQc)8pmzcPOq?D?fx`w8fiK&^ng{76Vi>sTvho@I?NN8AiL}XNQN@`kqMrKxV zNoiSmMP*fUOKV$uM`zch$y26In?7UatVN5LEM2yI#mZHiHgDOwZTpU$yAB;ba`f2o z6DLnyx_ss8wd*%--g@}x@sp>|p1*kc>f@)+U%r0({^RE_kiQrin8CgR5fG1|`Ad+2 ziIItgg_(sNL#Nz~4os{_Ry;>bO1x z-CnojgUE)r(JzBC^6x7IG%GF}B}LyxDj{c_Ukc>5KJ~?X&!E z^}Rnd>+AideX`wUSJp}#uV3ZW{#_ggEOW$UlhL%ZXiocxj(fjPJS^%lx$-c`jo5 zba{>#3q!o@)lL3M+VAIDeY+fZ`R!J2?v8i4dW#|#%rc%jQG#g=e}N-ggZiR<`hS<$ zXX}PtkK6rW`=Ot?585u?lJ3o192pfZW6)w2qVXhO;rTW;&X3XcBL6N~9o_!z>9n;U z&0bw>`&gKfZ+E^we)5y!P#0Z4c>mVv|(lO8)T`>-VaD43Sg& zp<4WyS1fYvrQZ(IzTKVrQAH;)?U=h;*kk1#3;3>e{n_@xyxY$5$NeMM?n!^x-*1y% zzv@nVM#6uFmcESbEJ1HS+pJp5wd7NE_|p1ATmEjUf1&!={*TV%{|rxNG5r45_2c)q z>JR2`4VTm;T-YivfA7aUf8Imszq9WCn5nl&;h=)=Ma~=B&jtVRic8-`lsm=i7fMyEZ9v`K-eFzw;Nb{m8|XbB8B?^Q0Ru=hbRIum2HQzs>(I zb4~hxhL)82KfPf8&yiF9yI_B2Jny}w{T*BH`n&C_IMT`bpP_wi?voUihJ$eo9w(IT zj_rH=ciz|i0u_@V9B(VVFLGAp*U_&FXFUpUOwym8+q=~vfGby-AtmAa0=`dOpVr@+ z{wVkOq5ZAlQqN{h+_$#e>c-1|33pa%uQn{QZVgH9Yk45I^<(?t{|v42694R@?p18_ z7jQS-<#(}rZ`!W_)d>kxdqblcQp&ij_*xkFFL`Ny&VKm)$ox)uhB~eNZF^j6D@|Lc zUOK!gGuSV!<;V@Ylt_E++=N%*l8-HA!e1&G?P3p-j7Sl@6Toyap5xzTdx<^yANe0` zna{mXHZIP2`Qh@v^ETc%{q*FD80M{~EtJ0}G%=jJ!*qO`#eW8=Kg>VQf0*yqeQZLO z##@=r=bj7i`&<`0bA%!OX^>li(bAoEb1tyI_$vB1ev|!?c!58TKk^kn=5D!|y({ED zL)wmM9z5}xP79XoI3V4x@VIAP#X0TPzdP+rUf*MC_Wh9GvToMlkSlM`UcLIMeoY(i zQ4zOlW6}EAE4YuVD=@$OrTuxe)8AQk<`ugSU-)s!`?TxM-5oIp#TKsg&`%AMp7K1C z%j4kBIdYXp%l7_o_BQbl7$%$J?7bbxx-U= zd@*y}{SWuQo%kSntUERR(OvD}i}{OMm8W@ExO_X(z!si)kMUU9TZ@;IWB)T8$?vmg z$t~@5KCsVhZ`ZR3HG$ZhcV8Nv<$Gs1XJL>fyJ`H9{hPKQtj*ao;YZbTkEuV6GQV$9 zf3hZ${lON-^FJQx-@N~=`>IKC;o}9nrp~f4yLkJK?wrr;T4kd1Y|l4YFw_fIU0;6d z#jX5<`x~Qr`{4G(r?HyZu z^BxCYT(9@r;lrA4r9Y=L9^|<5u(0pv)0WDWkSmBFWe6Dy8q7n<7`g9$+Y2fA;*1@|Z0b{xf9sDp|i26SWVG7eC)=~gL2V- z8lE=X;k0e)yPAH?prZf5_BZh>GtGZ(G2gXsZrU}0*xPvwI-lS8?%v?&GQI!1Yw3P@ zJF6e*558WToW17dt+vI5E0=6iDN8kX=?KZoJ!6q{g#UZgj{gijQh(y5_9w5cKe9_~ zdTplkvAhLs&+})5U3(xY{ZvJ8o2B8G1^jdNC+4?X`S_7PXOT660ev~)(@UE#x%KkIl{?;*V z-P?xGM~>vc)5dj;F}lfNhWEZxSR`&#ioL!;F4{|u~R zAE(XEexR#;;A4!t+UokM>6?!5`GkF3&2Yv#uT0|Wt$S1EfAGD__3ZosJGGBI7pJrb zT~TThax?D`c-p=#Rr%Gj2D_LKqEF||{q3D`{a5Q1v1!x(>2yUtpXV^~NOuXhvEf4p zW|etUe_7S({Lx|l=M~><|DiJXKf}@M&vK`?|7Uop^W(}qiQn-z{xfXdT~OJ!a9 z)Mx&i%kK2vI9E7ve$=nT{fTY2%Kikfd}DV!@SovQ7sKcL+u=uN$sg(Ojmoj(n2}wd zetFU5Bipi4#D!<36~5jrk&tv68ISFsI1V9(iQ}i);CU^H%BWt~bu8YiqE#_|K5)FIG{1P+q1aUZ`Txe}*?wpi-PKvLEW-Jbd7m|B?RgTmCJkr@LQQ zb03+zWYXEIs%#dq$GElmRv90Bv~SmchBmDqk^dPS|1(JbXLyjh{Xc{91@^Un%zqsJ zaQ~6s#=<2P=11ypm2dm@>{-OVqlJ7o4r@(2GjWB@rXJ>b+4|pBeN6AL5&U2s{ZYM5 z|KGt?w@&6L&Ohl{);`Z9f9lmKPb2!=t5$yS|5p1U{ZPD6?CX0nSHAwEdk z?gdUSeljXK&sp&P_0g)g3^iMS^ZkkV(fCn0>Z9%cUeo^!Z#~xJuDy4&?l_CJ~4*$DgpIKI%#m9r$ zd)3aB?z&>myeZxO)!Oij3^IMEcDy=p{e?}^p=R%tMXx-rN#?YaFe?So1@e;sc| zm9~@e{&|AcE9NBj9$8?_{O`rB`7WX_Ll}?$3Hg!z(7tn*@3QHSUR%Cnm?V2MM^V$EKh3=I*9_Q!2pH?P+@3GqM`i^>m zKhht5-8)w=@p@vWVcc%j-JT--dseWvpI9z&;&r6?EdRs&z5hfmf6bn4Z7=-d)u+Fc z(mpG5-MsPR_Zq%%`BsJ+%hcuf>MqxB+57hEF2^M|;!ewKUUHpFrR$Q4$G^Zids;&Z zb~0?YU^e}w{7CxXl8WrWE6M?^Q|D~f`u0;`g1y(Dr+-)0aHfBVf9yM}LhaY9Q=GX; zS9J;vjc)Fr@p_AW5VM8$HAusON*Cqq?U zau>s&$3GZ9G97++|H#G1y>Z8C!?L5JoAbFg@ai7v3P|lM>oHE<;Juvw`*yt|$vHtP3nW>MsGxFBv>OR{ec3C53 zmW#aB23rU9GV8a`yM7CQJNaRLdue?`)!)BgTNlN?6wp1|dZLHDwRy#@|K`KDg(y)%kupGHK6@e;@CO+jVI$ zU)dx2JL5;$@dMw=X8mVqHLWzg9i7_pcjBVoHg8t3y*+bqvc);GZN~R@%HLEzEY*M1 zzW>+sqkDsD?QY#W9Wd*cx5e^cZGXMDUCQU4_Liqt^Laf;d3XHMJ;A^8>x47yxVB!< ztC3#(s{dQ5clYbr1>c1&<&8V*KBYYAUBY-<^rPBr)$0e(-`csx#<#Pah0Zq;x8-eKeZ$kR@#Lhk5R&38&JS51EG zzb@v=wdvUY<5Rh~`idACo;*Ia$MCoJpPV1nOC2Ac^*VR$O_V~L>UEQ!E+1D&aCvPq zPX4=Qe$`*mMGf|5HU6vql>J@2HCsB;#C!K?3z->8TQ{41GcYcQU6NU3~7ss#Tn?w_8XatPR*F^i8iWS?aOpR>AL{?v)ajxee6yS>o3|f|48=uklwQ8K2Jv2KezeI4=Hu} z>)btU`0k8nQuU+kT|}XHfTi_@CjojN*TWOB>@?nglw?&#~V=ck0>oZ^c)h zx5?RfFXGl&M&&j~fu4!~8JOJUTWhC2)Xn$*$p2<@{;JIBN{`q+EIx9E&FrM?#y(fO zSFaBI)xN5+fd3?atDWW5ebPT3oj&?Yc5m;|zq3wkJYLcBQBWnPT`|(%&EiRM+{6D2 zysJO@|7(!r`Ok2`dj3C;_4{8e;P0#x{deuY;GfWs+K20;u9Wz59!+1BRS@O(A?gmN zsO+IhOU^l1*rdoWtrh$oTCw?v9LEpYwLc~w7XQzXa5Xn&o51-eOLjY-moh)~>QvDh zcjdiRQ$-j*U4LW!G5Hbuk>2bh-~O3g|Ie^hY2&u-)v3Q_1m2{j^VFAg&v{UKw$|HK zgdzOd{39#f`}gPU-fj7xp_=!3*Mm#v3zGU$w*T3-Ec?r**&B`LcF&IqU|#)@|Cal= zh95g0%J=S5{qVefPxLoky;BvJ?(x5Q9cjkQW%zTR((!5Pld|9a`g!?V<3*eLkKISb z{xk4=`Om-|^WvZ2hAT-subTee&b3`@_1q2mVaL9`oU=hvi}3`z?{B|9`g?wC|Il{t zyx%0l^$}C{Z8Q>CZTv>@k@}){?9G=8VjiUJv-!Y&G{2{wVZojcn=_j3-CSl=+a0xG z!kQvE?qi`-9y};f^$)zR{$;Lcpr`=DDg%Z$nimQGQ_pjyVE#AJf zBzkRFb+YK%E!=+unH!Gqb?j7`v+>E+y50<_*m>;>Gk@vLYqPesyJa0+qHdks>$Kue z!|E*o><8*){|VPP{ILI+72k26?`^*7rKq>>bMtZ*8qF4~dEXYo@Mpd;gU79q2EXE% z?S20YYSMl@Ph@YJ?h*MgGj!?Zi)&Qa9$tCsvt+Xj^ZC#KH-E?eOHmrk$L&+jw@m({ z@uO08+nS5p_O3d$-Ku@s?P)qZDhhpk7ySHvHYY2y?b-b8?hpR;6|2MjJL^di52oZm3+pcEtkzb8ET3&H8csp+CR#gO|FwDm%A!L_6Cp zTy`Qqnag0YbVCvwTO{Y#vnBGIz8}~x_2cj(-}OiG z`@g)mj{jph`JdtFMN|_!T@(KUQ+Hu*mTQ_6paM=yT+cm8L1k$27hgPQ+8y(NqK-|B>au5Kl>B^n;P*?bvpfM?zBVk#Y&CE zzr98O+@DaN{9ym&kAy-*{#L~LXMdW1%d`HO->r=5%q=#uxsU1vUQUYp&u}PnO?1wT zqnpo9{M;Hm=e_*BRizhdWdAcvOnd%sfAoI_2d^&$61%R3?0i}s{nf_jF{?B0$v2C$ z?|)JI&(M+#@}B)``R{k;|0(MK;bsH!-oK6i8EQ}dXE?6Ce$no~Yktqu*RteCm(xJk zz3Z38x6SWlRy?tPDDlz$FaNLOf4{5$XOLO^Pp}`9TK+SvslQ)T|MAr87mIJ5-%+%9 z0=fyn_Ic(KSN6}D3SwA`+vXk|7Y#~M`@n=e}+YkYwGU@)qlM8=Eb5nI(^3f z1pS5oGhB4IX8(Sr{g1cuAG#{$|LbA{r3BCa49BxKFY4YfNZgk2!|L{te~On?_WoyR zxg4?WreSybeC6j{%PsHO?~Pj=BYyDyPqDoE*I)O4VOcq6Rur#_?|%l4DhFX_x3MW~2R22weIfUsL}eXZ~Z?6&~|1&6UJ^#0E|G$Q*cf$EU#Q$^6p8xA_{a;4y9qTqRb!jZXiFfEX z@BgH8=Rd>s*Yz(rW8W6Uv)4a~-1(nj{k8uL7lbyi{Lm}ARwOV&1mE~=%~MyA@JM#| zhy6c3)c<-_KVfausSn5hRM`J5wLcNIwq~C7-$!-(pVZ!q{`b=V@}EOp8ta^QXe{bt zz=pLK{ILGdpmg^9-@5Jp8m6AV?)ahnpX==Tzy9X`Wz@cL>YwDF{lU+EH2;hJ^Pj!L30D|RK=41$S0{>S~F;l$eF{|xc#|1&I5Ef+ofNBlp-#Hi>0_Q!*&k9XQ@8lZuR zJ-)b+B9>f0(a{T`pV*Njfu8vpl z`_E7@fBjGS@@fAWb_IX=&tR~qOMAjQE{(PKxhhJ(zTYCcE4q*~=BatQ<#)NMOSOVl zt8!>>*1EdTiLX?4l96uiy1XZbw{D-dZk)7nVRC;ASIWkdBE2FjE}mGuHHBw7={1;@!b3>x1UMe|%c?$In)gz?kC^ph>B4lms&$HMeb?`p5WZ-SV>^ z+5hbR`L8|ORU~{x%?pq=5Du08o9=%3nLzxjZDNzA-Vv&9aZ|p|^5xO=*eh>Ka@C#( z?aAG6ptXOs+=1%JjX$oRo2PCyZ^ix(Q(oEVEi8D+@y)@iev^?%EpLqC8MQaHs;TAK zwRzjc!VT^mI?||O#2(zYr%x;Eu^sn+hLiT2|1+$c^q=8H+HR|9Yu+%riUdi3oDk?L z!gw4#eYT@z@kmBjkpM6b`I;N-cPY2-^2)e_nPLS}?#KKWe6>5YF8tg*<6Zkc)*qQ^ z@^w1*xBVM$v)SupN$0((ez0+Y`-a;!P9JiQ9Fq8YgIT!er1YZy4EKE&)NQ@&@=_;T zC2w7i(VFE7{Q=p>|3rS6ciQ*E)pHA%zcLTHbL&v*#5C?ru7T4IFe^M(U-@O}-}$Ad zm+#v1;m;-G0~@6~80}x3NRZ%9-XT*hAI0!ZN@G!DD{M3bt!UYO>%l(0{|qNKgEHn? zP{vFTekf%frLky(1}y7p_5Rzu_~mB~{jbs7o?h=bZ4W66zHX{2^j`O>Y?s;O;+1h` zHxitVU+qt@J$c|y_H%#Xx&9&XKfFri!~=Gev{Wm|+TWDqvTIu>@JzVOZqlaRTlZ~` z?$(}>mzd-*Ns@Wx@i=!;)57_z{~4alzxkixx@Y|t0i~UJ(3vlE>$#Cr-}W?WZ{s^I~tg+UAhU>}uf8;EvNaT2RX{Y@>&HhLHd>PyOmme2y<8isjjd8c?%y;b|e z(o-iFoz0y;PqOp)Zyh%Kfb5QITVCI;O{>mKn7TAGI!$EmPaDD4vtF+3oGYWN865s{ z>wkvTb4oUpe3ZELVYS+{Z+q82|76`S^`b2Nm-VY@o>FIJ>M|;hv8?Qw^Xuce?6cX| zB&EGSXuFprYmbN}jX5Tl8lBgg{r(r*bzy z$(#Jl$@t`--JTsE=l8tbBfreUb?KJb>z>5TZog;$LGZwThK#>j_I=yRe${m^h>UVm zZemt)TfBi$d;X>m{zsxYpUgUT?cFs`i}Ln>Udf&3RqRctKGroq`b{ueUc|HF#hXL? zb{~9C94lyqpIz+D|j6@n*n863R(&e1}?|GM%6{`Pfi&tC7yOU`&aOJC`R!NJlKI`@56 zFn?U}Px_CE@S3Rmom2MD>{Qy4{C)F@O#6BF&tKYGDHHD zjCcCIo^M^f;(clM>K)BG#a`zYwkrtVTX`{7_{h1E$DVJtS+0Dj8N62O;*X^}7cR`Y z9%cJs*H(p(?QSm~U$~yj-~Z*YSlXstk%r&Hv-!^}{|ujVF}(fQwZrQoY%t40&_~sCGdP6oH{V)$?#z>oU)6tw+q;UkMr~fLSGjxhvR1AVg@wM6tRjJt zv%tl1i9AXxZ|AQUcBn;hwPgHZ`{}Q0?hDkP-ar2ZC`PN=&w=%Viu1yFQ5*FYKUUp4 zWNVl0(YtwPz3q(j0*PZHzrwR!P2Rj~DgMvEzr}k!e?{DV@4b^G)q3xCJ9)-MOuWK; z|I#iljU{*Q9)o2R5KUrc3GaM$pYu;({i?h7P5(`bdQ?8;S*G!4L;E}5*XJy1loS5X zz*T(YKf~w0i~lp+ziI#DZs~mP8s;?>(MN<|NwuDB+31;dp^C2%$dOlmxbR&DbI?oE5p#vv(bG4+5N}t?ynfu%LUD2(I<1Nb`x^B&tHz~cp zd*{u-nEc!8{xdv(RsZ`(#_!VmfByRaXQ<~b{w-zy`D^W&x8EY(|6;HIAyR+l&5CvA zZ?D&X{%ZgCk4f#W_y6ja|7Y0W)}QSDuWtR$_D#p@FIfL)II#F%da7&T{=D7)8RoD2 z&+z`?Vz{Pih?%z2tp7FM|Hmr-*;-4x7h$J7lAaqE|1->A{Vws%#`|CR{xf{g_|GsC zms{nI_5b-BU(BD{_n%=w`G1B+_dn-Obv>@TTmGNHKKMVw{lo4EFMczrfBx$CjB1_o zzs&ppaM?dA3kjG0_Im%%U-SR{ld?n7vvKi%2K(?khi@kDeeJY`@g)urvLr&pW#m|8V{zLe^l|GSb5~o$VTsbJ&(2x58l{uICaInXt(G>kMtCl zFXtFvA6U8nq0;sJFU(i|XLu0(pP{$>%JGLUPaX@pT4}ti&AIt}vZ z75#kwk4n_{zieOa|8UoTT>MW+xB6dm)%<^~`+r=i&rIAu`$O9OSJ%@2GuZuSkoeC) zK+DCyOWXeCA8h}%b>@GD^ZSq4Kda?*t@-|+fm3Yne+I|B{{I=6?*Ga7&(P8x_n%?G zz2*NI8uR~|KrBl9w>GW*^ZSqeKj%9I#@qg9IOMv%{z886e})6w|1(J0qxwqzRz&`@ zKN9t;Bj^A5{U`Zf`h_Xs=j%UA%)b9c`pSQX54!&uj`jcW*!un#@2mPBV*eQ)yMLP| z{c}H?`~Y|dwbVR^=9R1;VV8sE`%irHb@y(GBTFP6r7_Imt4KWWe`@993_sqL8EY@j z+0nCDvUN&wm{`%?t+D2>pHyH_Mhu`PQS9~fBGlz zl}Y&Y`n1>kznH#?|9<;F!^aX-UTr@ApZm@HD<0WT|LDHrVqEOs*`PdqeP#Xqd~lvd zCq^cLc)8(TN z|7S3NaCi_py`Ut}wJM$C+G|g*yP4Wg4DY`;{`#Lm`RkwVf38>R5C7T#8XEiRgsb-3 zEBtW#pN41u8P-qx&u}4Z&pR}Mb?bl6^^f?s{P;)zj~Vs1@Bhxce9=|(;d~=l1&)ob zSY5hgY2KEpUuL}jJ`*(7`-{)@KZDXM`-guc0$oK3D{_CIge~JhGXW)MY9$&o*Z=Rwzp}zRH-T%Zq``^Ck z{|t^%pLe11ckO>yYMcCPzWh=9qYM8tOCOiaygd&3=>@TfBjJZMRc9q?tZ5F6H4*F ze%Sxwx}MAby=vaZzy4Dn=|8^kW&XcgB_e^YNfif?0~d|WJ~hx)^jrFI-n=bS)?S;m z&sp~0XZ!e1_VFk7KZ$k!W4{_SGS45Pv1rM*rtH}rZ{I$uOq;QmA&zQV^)entVp4Q5FEPIyT z>(lWkG!}Kaf`^!^)DP$XWIX$yAzt@C!-BPychLl5DeiBRT@K&Iiy+s3)TOl9De`vwcG!G<$qXr z;%UW6RgKGK_1BBdJC@9y)8nO8{W??U-Mo82OD{`mRXj;sdil%k-EU?n|72&q@gUr! z;A?8|O*h@s8yC+BshoXbxodVzMSVagccaXXH@)Xyv8D<*D)b0m30~j2w!Lh%*j`tz ziSrM=Qxyq}5CdgTBC?~X>K5UcJMQ`U!lzAoL?!=3A@6JCA@5<9X zvPoJxP1!DHv+VsJuO|MwZuuymH(O42Zt_)KpRE53ubu|)lz-v=$>!QugRLu%&nnE6 zF)_B0Q(C@xX{cqH|F8Y0p4p0o&b2%AJ7DUf4V!lEo)})NB4|9pwt(I1pxWJuw>90g zK9#v;E_-5 z9Us*HG^ze)SlXb?{xf{LykJq6 zw(v1{j@NoNd)d7#Bhjrb8{+pIZZ_P>i$gp0hj`w-jj}43p{V+nBjLEoWBN3s8>~hCi*+ShVlVkB89Aegc}= zU;jkQ>{Z7P_=>5E&-!vg^5VYpjLPpma8LXpDnGZoWGvSU)pQ4 zXx2Q{_(eHC_vx(HiY%E@ciH>t^-mW2C2BmcFaD@{M#}d{*|)MwGp5!o%{R_Gs4~G{ zMQ+BUB_HFD#Ofch6P@m}^U^z^XD(rUTvI&V_}ndz2YxZV>iw9XwIV)fxlqPpC-b2grjNx!u4$NYz}`r#k0?D{rSM6;MDK10ZfLHKyjoX6{Bny>eS*Ls8( ztaupe`MUJ>wnbXiq6029$&Uj{=t8ScIEw7mR#Q|uzLB+`*!i~wlt*APnDT}Xl-Vk z(&QuiB}#rDh=@9_d_1Rp6H8v*@|FJ?UWco(X|?M{=BuZ^tc`!sA8s>e@oY*rvDi-?0e4#-h!OgAC*TY^%yB4qNc*obF!1%P*{UzY?-Bc3Z8q?m_rM`6t)p zJ9Cq_UOCah>M3HuyglYWgVv1?=Vq(U+I#o>iFZ4=>RYQm{|xinT+aJ$(;A6NjZpLI z^vS}BwbiCa+a_kquGBU^)y&2Du=4ST zHI-X^iv)LtPcwXVf$^_)*7w*AZ3-U^cGNu3`uJ`c#kJRGD^5Uw!8knT33r!Mom_^PE@x`>D~sm#L|-H<)j4Ev?#m;!??$=v2l{ zf<{)=*ZglxJAYKbrTKf#!3%PS=h+)Z-&%b0u+W`2jntk$4LzS~+1DmcOI#JSxMRxF z)7CdnetC8Oas7@xE{`=GRZDLiy!^-2Cg;!x$tnF)RxmV2?%I09y!?D2Pp(9b5dYfJ zvhrPZYx+5SZ^$g^GVTwI*|$AKC;yhJ$}zVm=NGQiIX6!+QR(lhm43g!`d_)uuTkx` zvoa-cQJ41fKG0k=^HFGvVF|RwaG?mT#qhPiVU~`czUj*e#*1s`F}dG;Ag=sD%iii! z)%X2P9;+XCbiBGQB>eT9{nDyRS5q6W{Vq2@*F?sJYz@?X8T^>M-u;pH z43pU%Z{NIKYN++o>t5RBCQpTV9=3)@Js<7w*cIPVqpdfycP_Sk((dHgF-^jm;mM!dw=I+B?Kr>G`J?@zU2*Flt}K0Pq!IK? zV&4Uo76$cxNz3DLmh9^#*8Q5W?qT4eRg+PKl=YIx;&idC6{xiJLj@Y^eBn#`zgs|M_K}aU!6AN!jT1}GbGjF@Bz7H8IlfwM=O6!<5mDitrsh``_LWB_ zPjYBAW9*qz*md*69Pxk`&)>eApO&iA@%Y`!*OOnqb({L1f#dqOhTr^?zs;GuzxvC0 z`Kh(iy`HQ5jGu%>*}o2c9TO>o`u0BK`bqiRcW%6s%iVf1cmJCW z681B)K1yBxu)IV6kNK*#f18;+ZmZ;ePl z^`GNEX1iT^^T)R|*>=r)>vP9!6zwu}3c|0OzV(-WVb6Jw*P(S9uj#~twz5+i_RnP6 z@OGd6i?eyW=cd=o+<2ONlb2O*U`KD99{PTJz zQ-d3>mY3%nPudi_*Pm&fywO>8x85qda|W5)Yv1PXdw=BhKlvZq51GlaZM|gLeWGRm z9^pgZ)+=pGNiuF#_~4rVqdxLSdGVU)gNvP)>;9gkXqb7->>OXgZ8nSZRUf2oeh6Ec zzv#!J(;>S&<0K@z*Eon-23eeB-oG~4*?3k#%c3=F*5|dyS+}k94PEV5{A}vo$rrcR z>MmdSE?(e$jb-N2{X-#6!sM=+1eKKX*^*`ry;amruLOF zN8sddpVqCiUaOm{zjilY_pF#MnbkY~M!U{BBs#_Oxu!*qn%UL$?6*&UTdC(YQNnk@ z#4D5R4=vgBQA4nGck9gdkIO9oXkMSE8Y~&@Az}F9QgZ)+@K}wfC9B6r`nR;1zulT_cJ;0uHF5s6N49O6nRPQ z=zJ($>H9e*SIN|gTkxRzR`a8uw6i=Ko-9d_U#W8S^m<{}rxSDYo}PDBW00R7^;~V@ zv#Cobc3aC#s=gL+#!aq|H&MfT-n+M7w5F(A?YowBSYuJwhdxk-C0wU`d*5*Vq3bx)v4{;IPY5d+~>)10`pD8EVN(G`nJ6Hi+sy_wgpb7 z*=C)1Ft6{FL;RV>h_d_QU(&X-J@?+fO-E6b*#I|{*8>jPc-+roW-kgu|R^jCz zy^lqucjdlOzWiWM$L-ylf4*33$t-bL-s_>Z&1FHUt9x&o>{`6It?1Vb8};|WL6fiA zP20Qn*6&u4z_`pWj-b9X1%nfeFMd7AFMs%Q(wRJcsVUrdQe^lK?Z}n8_AEDyrOo`_ zCQWtua`u&9*7C9+DbD=Ro%#6l1NrhfM*kT))>hgiCJ7tfx?}vy?1H_`tZ%DA4kyjY z@~T;zxBtY)%*#g}hO9g$bMno}JtZeh0@n7P)q4Bu^Iz?j)xXZIEL;`Csdi}9hYl-^ z{|r(KV|9U9ptp`W@<*SRjpOC{`;(M|C74riS;LT z_5Y|36A5%Jl3RgmlqJ0If&Why@Ba+(?4V(rhp$mPiDei5GnB7Cl!RSaE)={m|kv8ZmGf+u^hG8RZvf^zuhJUvve2>rl zWagE8`)S@e2Fr8qYqRPPG1KW6z)rqAYo_WsYnH2pt=N}>FRhW=k%{~4a_|Id)>{zpOiU(^1d`u`bjhUdG= z--_sa{hxuc|0lc2e}-A{KScKbRPOlC(85xGA^bms>VJmcTJ{ea<-dsjXE<5^@6_%p zjenPpl*j+zsXt-4{LiKT3kk?t%7pK)k`1`JcgL{|C+bPws*!hK8U7UfGwxze_vb z?f)S0pJ76=|IelW85+I+Gfcu8Sp9Ex+)Mv6G#vlaJgfe!{vWRRKNF9j7#r|m+4Sn_ z<(|6RHWsEd1ue7q+*Dxsuzmf@xZarZ!{>i8!N(Z0Z4T|fs^$0U%dX)pFt`2YgYZ``e()SKlH!a z|HU}&Kf~kue`4iPcqJu)f7f?GeEUgpR0Hv$RO!2P{w-zwXSoNDnLS(f?~MHC+y5D4 z{xiJ3GRyx@wfXPoKe=|s$95j^GhH%u`adG~)j|IZND|K{L- z2HX7~&;Q$-5$Fz4-2B^^|L^-heD!}O&i^~Z{`vNQmj4;9FaB*%e?I?D@qdQ(Q6hm~ zXU&T*`p=;7@66%<4AuV`nCJgzz~c^)+O*}<@9aNezuDkF!@d6u2cG|DI4Sv`;b!x{ z>iWm?|5n*=X8-f;Kf`hRUtbrx%15qz`d$AMKfT@j>Re}jx#?mPsh)4AWSTnsI1fB; z(yFRQY#`Y3>#VC&(B;yLl|SXuj2Ru1GM%GM^|z{T-M!88o38u6=JNXQm+L=<)OH8{ zXIOCe{@*Y6|Ab~-jF}(1_HOOzKVARM94@P`*?;ETZ?VPy860=-|NV0Rk5zU@SNvzV zkoW%Iul#>nTQU~E-nx7J&iV=UX^Fe-_r*U;M=?!4=}P?z^YZ@;wdVgBM59aszuvlg z9TKv4=ik@=Y`hQIwEm4*_FtrT|7X}Y`#(e1S}BcRZ}VQii+>`2b4K3z_tSsQypLj> z`;D#gzj*KdXSnbCpW$d&uSjj#_EJbpn5Ta~{pZYk6!R9piR%B$_U=E!`(^(b9<6rk zvfCZK>-Y4Z?BCL)H~)V6FRdKKyg;NN3SI0f4+)g!-^RQ*|9<+5 z|20j$a{W+R{QFYd`V(JQ)bp~61je}GobN*`Jj+av*Vz1Ln4ok2>!i3BK zk56CuRkQf-vFVUC$IlnxYUqjlXW*$n-u$28dhnlCqxp!n%k|IX>NfuMSC;+v-ThMi z@66S%BH@fU8=;^DV4(2&_WarLMK#9%87A=jXZZT%{x7cZ;F#@)?SC?y|IZNb`=4RK z(o)k8GpGN)>mUEgHcS4nqpL``AWmb$Wj}oW=dii{`sw-?+OfTb_xbIgaGU?F+5WF- z>z4lvcd~vR{;F6nW^aGtCAjCg0atr{QI`hunJ@Eye9QlS{*!3Y%9r*Z-`syc|B2Sq z+H3khK7F;DukoLua4BR>nB@zc?R0yjrQSZv5xX|xf40wGQy+Zdc>Ugspb5#Wi>{&v zvTz1^pesYcmq6Froj*6en2(yAbWu}Vjaurz@4?sq^hdRSxDe>7@#N8tUYC_|_ewgv zKAhM%uP3CTUh0Kzjir=_)T3er`9rIF{+XJ0ImBv)Ixu)FVEkhGX3eZM8h&eYb+$y+ zsjFXm^lY(gUeVN~Yp345NaK(^zTWZYtkgMiwRZxZOW)D7?=9W6^j2n>=2MsDb3697 zCN~^7v`0N`&03DXPp_?ca3yKo%`-8X+poQdi%#dVn%KntG*o-dg|BJ*CqA5I8XkIw z>xt2Mc_B?;{Y~+-;y32P>Kiy>X z_Wp(1Y?mKZ{~7Yio#*==w?DPj#%d*B_w!Xx`<~^LTAY_(nzC+ho%+2c7sDYs^z}cYp!$Vn+uQSRH)lwX;@WdYYa?HN-`;F??Y+Xk?~Xs`X-+fv zyX>2Uaiemp`UTKAO^!AmleFHkS_#f6|8&cn6rk#`&`3rFdTS(XV!~D7eiNRY)>gji#VBR z@NP|V`KGviZBjKBADLbEoJ?B#_ps*q7d!rD&%O4g*4=HVK$h59VS`h1o<>v)9$eS= z`S`B~*Ww~nyWezcaIheB0W$3pa1;@_fdgQPbiYQzr5CueOYtl<=}w zSIWAqjd_l3)%tKa@zGMt>~$yQVpsjBkG%Bwv;LQ#i~4{6G3s9_$+YS9EgQi{ijR8j zURm#sm=v*L(}Jh65i$jJEy=S!y_d+m_|i^g@5Xk!APd8O*8~av!xoE$+gcP>T`uqD z*=@8sYRiWk9iPrwz1-~PDiRpuz6o63kzS#MT-$ctyh!40?$fykPDWhVczhje_K)Dh z>(|#VSbOPqhu3q>-InKfd|B`G;ePv@FBWqgq9T|4{K$B@(f6iZcYMSz@v3u;uV~9k-aSSl%%^$xv$IU9t=;H%y(Ttwbw*L7Z?e{z zQyd9yR}1fyAOEs$)|L%^Mm;K5rq|9q>9#FtDQ8Gm;q=^#$1b{xKAi_!S;I(v)w(k6 zm?!TWh7=5{?CLj%Dm!9q+r*kIZf6foA1WlX^mV~X;8uPd{(Pt8W)?V1=Fs*#=hGx zul;wqDCE>)o#TsYwVRn+S9j$JPF;NUi`m*BlQ*|^zi@we*2>#8dv*WBn*}2O88}{_ zO@947vwVf|v7!z$&9BGnuPwc1+L_PUrE{DeG8&&6_Tx>gs%K)se+I6*-%|pY>g8wJ zo|}GXVyq6YvVqvUx=`gwweCxO=HGDpk^8CU?VZxw^Ph(49G|`5*oOHt*M3|7`^NFl z>s)i6XZ~pv{yFp5o#MEuRp(jVdX)L9Uze}jm9aZ7k>hvd+3m^YM<>RLdX}?o3;yo# zd-;`L*R5lxZE?z&)ajv~ARm0RaO=T&K>s;l5D;{dC4Wy=-Nn?&V@G~)Lh(t zhGSj$5i{?^l_r57r5Rqn;m<#By7a;7%zf8&FS18i(Sh*3)-$3Z+V$&)w;pRQZDO1gWy-uD?iTv zb9nr3*ZNPUCtvRWB)IKA!@84yj+V{?HTf+5Gpt+vr#E$~*{3t1{~6YD9a;aaD_vHk zUj(!U;K~!hD^jzbeR}ss%im_wgFg%Ad=9-LmavLbtyopPrUWVPz-mR4udgn}) z`iAw!x(CCLSvm9!@ysNktG4j|XH&DC>wIgXB#K4%FE9V~pP@B5+%LIr!3rHQ@dtiy_pSf4e{Ii; z!1>mzgUc^(2y_*FDBI{N62Lwa(I^Z?G^~HGiU0WYRjpm%zsKH?9m>TQxir?jJ{ZS$ z+4QYI+}X;aNu83i$=VI>ev2=3UF(&+HeJWuvasS*gje0Ab+>bi^4q7`iA=k8>v6y= z=9QK0IYnn1C)CAHU$|Dkd)uu&yGn|kUfjxYkxUM3DRMW73ps?&Q0#uo%WyMSStm(P6k&3t;8xze+93hc z*!GUq7q7su^h`qE0jX-oP3U5d{`k4&C=+R*+`^Y))-3lmrP zZK}GZU3}xr#w!JRy3Vr}U)0Y2{yuRZ^F{lI5*PFIzFG!prZGM{`7CMjyH3i&7c zW9HKtTw7lGi+0rSneVzOwy8^Fo$@X4gf~)Gd8R*NpU3{s{Pq$5mQU>a&rrP>G}C=` zQI~eZ70~jenj%lRnw^ry*E5e+nWOEqTyM7C{YUtJ28HbPzkd8@xEZ$BX6gPl>)k4T zzKRddKUy{%1Ix%6yo^J#6a9KObY*yY@dxxnlqN;eUp?W%s$) zh53qQ=luC_#?Ss{g5j^`=+v`1IqUzvKlA+TqIs9tN^ubtRqyG%mD_{R}U+erMLt|0bBU6=a zg`#JI3{;fcEWVkpU;FCY^=(NKlR|SJZaR>>e{WJ?tjWew&7i3oZ*|W+^)i|?`L6KG zPsdr`1bay=GDu>0-t}VtL#0js8Rmt{e?Re`LF(y>wFNVKYgA$~qvN$FhqY+!KJls^ zMa8k}`APeBdnSg53by`iV7FBNb*)ykV$Nm3&gE}jndUnNA9k9vb5X`it2Nssd)Ck7 zw7lhK_+@SJBWvG1j&|>Tc(L75NkW&;#;CU~H!th{wQafSZw7}xRZ9;3 z`rr_aMLSl9&CT3-r99`FK|okXpsVOiM{;`WN5fJRPI)90alFZ1zTu-sMAJQoGY4va zd_4akd-|f?1(9vatZFY#UBAETch9N|t)ZEVSML4jC2{KJ?H$DzmmHUGcpY6)U;9X#4)Q%BeGz3yx?!?|Nnb zQ1kMChUdN4|9;y4IHpu|AG_I+2MG_|u2sES=bB?`b?%e3{12~^{|rALmx3qJukm+m ztWxNv!bgfkP0F4Md ztAY#DbOpaIEcJJ-o&zd!@%51OP!fKgI zDj5e|yg2W;Sx>w%>;3+RsW0L`zg$^=f6IS{N3Tz=Sn4hr)>E0dePP6z`Mff0zGf5Ra>V%ZiUn)_llafj&;Flb-SVGY*Z(Cxe=UFI zli~gMCAFXh;Ip;_x)w-*Mt22~zf|<}=F@v5rg|J>c;~*fC?xEP_PLgy z4|ley^ZE<>-@I~T=h|5J>eaEaMN-yqrj{Fj` zYEtlX|Jc(d2`_(}ty`OXapA{*bCS+n3-?yDd-XQ)=aYJ^XEj*2l9pUMV+HE+)IVgpy8lJdzW)sSbN@3O*M7b+QrGM2(m-GBeP`Y* z?+WPZ?Tymb{wJUt{jXj7{qJx0K}Uo+Y|Z~Avwr{k+w~t$J^#-T{;J;U_ssg3{^YQ( zQ~w!SxWoQ4EIjr5-{0-vqrXt}eyv;ndHv4z>&iE-F50vo)pF2rVyJrm#;^SI`d#AJ z6W>fT)~x@5Y_C0rUa&J})E3ziaIyW>U-QrHdnQj?_h$F~sQk~M5D8fqvGzQQSq5&nKRL^?B*Jz0c;IU;3ZnjJMd%D{Hr& z+tju6KLdx_%Kr?`rO*HV&i`lW{zqZf^1r;-=YM~@|HsqH{jbjY|NOP@S?<>#{~0vP z2q>3_s+N!M|1>>gRs4shtodKep$esQ7^PkhYP+N8XNw01$@!sCTuDyllo6OhM^KV@K&v3!b|M!#s487G7 zD=w8Tt-N`Ev)yF9o{ZxMpnY{tD&edN0&bj+< zrS5-z_@CiHAeY9!WApzt8P(rc|C52lgsMFJ+im-wAN4;(oVx5cF8|N4plAN~lc3Fr z$Q;Xz{|x7kemD4caqWKwJNbXC0ytgJ7iItXW9=FHE!p+w+y65(x@au^Emi-EBa|oI!p_}}UVa(7p2C@%f+ij~xG-xb#o|dpBLtt^XOg?!Eul*7={|{Xx*NkpCH4^UMD; zIJ^93`2GOARWbSe&*_ikU-Rlesjo65WWnO!a`k8S3;bt@$gEfXeX-j$xBk%f-TxUD zE~@|iq5j7%`-jnY|1(^;X#e+zJ!tpw=YOd`+J7DP{waU2CrUf}pXlEEe|d%fGu&^6 zEE_;|9K`kZ*QDZ4{QHu0F*^Rk+IRmMUS!Pw_ecJpUO$@GzuEj}m|3UzZ^Na3?%x-S zb=|`B8>-tjKL2z2BmdX7>7VTPN^A+cjv980(H!@;-~L&ANBtU;{S*Jb_;gES(caHb z`(uCLJ9G_vo&;^rT&q}*m`>h`b{^g58?f`}B=dtFe~PVqm(^m_XX?=%*5eLFuJ*2%<1+hu_!;;z>bI(H5G@p!PwJ(NQa z!pS*yO->sz(TRE@-8blobjOG~k!~qUWS~}Z{@37%jPb*^>=yD z-lj`B4@~-d<~zQsZDojAw6i+DBaU~+3}?CB3`vDEl}qA(znsERB`&b^L$n_77&;bsX>9I^_Ssrrmyl($=L; zYvY@AXIwiPxG+CcWv^dc*M(~(way+>gTC=L?t9%lHGkonU*`&@$m>jO|@jHYW71ZQuxV8LfX&sCGW;p?0@7ltLk*?@Aw;U zo8_mO@@_A){Sa~eqUl8THXD1kMWzxZ-7dTNQiNH4ZkJnbx95WLSsO~ufV=x+@8f7$ zbC2B@)~ZB)m0r;k#A+$9m`C>B6XC`me~auGepJ1>bGM@HnOUFZqEEWbJmN7;XTO|k zu$M}xx+@as0q#75`j{jh9HW`NYwo(NSNd|t?&E)khCcS+?k@xX zly2UB`AaO*sY`}30+K?evJITk&UdrVOka8BkNAIvN%iUf8DdrcGh8@ZR(h-kU1Z8W zHPa1&t|D#VxwAl51~Q6otOr51`uBM%pP#O*R`u3mt)`dYtm5$4ZAR;*CO3yXJ@xz6 z^K}*ZhrdT&n#Uzf!KDO!Qfu)_;bHlLP)UtZ)BUdb>uie6ssay*J0-%6gvv z(DkS$^gn~L+QR<~@%(>YUq60I=umJ$Son<(n|7SD_;qomUfQ((48|*dL@!t7?hSHf zow{d5=i6fu{}$Ah1|N|#yeb?qOPe!Dx*|n`eVTL~AE(N%-$}dl+fK2!3G}Vip8WIC zjDHFro^@CJswuQcIO3~P*kqnQ_qe6{=e3Xhr*r#i&FOq~zpTh>y`9zSsrnh$I?Fr` z;h0o2+pCRhQ1x@v=VFPgy{>O#zg+z8zHy3Q%ZmL;v#y8SeRHTwW4#UJ?0{YIs6}wh z)sp?FXSVGckFVx$tZ6M8oqmt=IPyC577^*6M-*}4xdsJ^P{;q zv0T6Xi>1xV2}#eM)_s~}_vn{Qsr}Tdy%qD;ewcq${MXvMpW|Puu2Zk{OPg$OEd2L; z6-(@o{0|rWHfGnU1^r7?>AKi|@4VuYf7SK&USFStx`eoLtukPcV5kajtv@v9qy3-% z3>p6!zJK%oXC9k==sv@1IkAr{zuFcSC+Y-6ZBcM|7hPCld!_KxEQT+ukbJ~ifO>u{ zF^5cku-0e!MA3~OU8eW-ol*Gwp5;zY zxz2<&--w?7 zV|P(+kL|%CrRsl7V}s&(MUfj-)YG+=mj&3dGI^!oYa z{rA*g|8u{Sy8qpjzxHQ9`x&f38?g9Mr#yD-7p*^Waz*|1!~YqqZhZ*v%qfYr%dTFr zE_Pn*gCncl4A_fowdY-1w|MW>b?YASY&@%N)h5&6U-jjq=t3P;3-wj^Kibr&$*nQ` zy2{I}`{v){)gN{}O}Uu1?fiM3Bai=1W0qfGdL%ol^zFXQwp%uMUD~pCGne0=c^qHQ znmb)xx25`FX_n(-zTS(+7p}V{FaPqG&e_zGP08=pU6Y^Z{%NgpP@7sy=9T%{{f~N< zdkZ%oIk#4#c;!EyODVbf2iD47WPG$)>%g}p1NLVQ>($paAB|Jrd99&Q`M2$=Id9H+ z%LmmjE&ke;*wLElX7a6TWR zcJ--7JTZ6H-wSfT6Yt!&{L`xc47~rOIIrpEA2}6&=E%e-!{0Zbn9M()|NLdh*8G-# z8vC#2y`S};!Be-;`c$#W%%3ynzpK6)|08&w`hSM`Z{`2}JNcjC*vpRZAxL>4==!Wb zx*zy9KFk;JUy&tlCUjJFwG#{9)9vEUcirVR*Ly7iodIhAZ7?%GTcxq6!L}TwF<%&C zkKCAF_Xz*J38bIz2rn6sHm)#|m14n>gxp32u_=x;(BvRG{<#XYta7vq2ijYV1CMs$ z2zTLjrmo5=Gn81fRr++s={!xIHx2V+n6Ebm|7SSl2s=`1`F{o}jRnmAgm|F`e%b%H z_@9B34Sr77{686s8u)*Bm_km_5&@l{^+!bta#k2u{l`UJ4E7HdUQHqboy0x(0_&l;9y#s!iXkhzy0g|U%XlIKS06aDiX<1pZ|LQ z7pW`zKY)DRk8GH$n1lT7U+@32ZPow7RsV7E@A}yP3=6J-_R9GGGYNE^!2a#u?*9yq zYeD;l=Ksm~cmI0*3)7YL4?saG5=c|4MHcOtr+QoDlG5Zk+5(#QbKu7wF6x@@$9s3_ zcl}Sgp)00NnSbv;!x_7qNJkRt!A@OVG<{S1C(vsCzgy#<)mQ&#F!-GcJBLvo*+APV z_ET$5|7pG*`Y-+a{?Gi|;AcEu{B|08f}zIZo6bMO@9aNeJCqFb#-80=MFV@1H*GYU ev-G3c$^Q)a^NLpI@XBhKS)J#U#-axM|2F}Ql2=0j diff --git a/Utils/Helpers.py b/Utils/Helpers.py index 3d444ad..f5356a4 100644 --- a/Utils/Helpers.py +++ b/Utils/Helpers.py @@ -1,5 +1,7 @@ from itertools import chain +from pygame import QUIT, KEYDOWN, K_q, event + from Utils.Constants import Color @@ -8,11 +10,13 @@ def create_title(text, font, color=Color.BLACK.value): def is_quit_event(event): - from pygame import QUIT, KEYDOWN, K_q - return event.type == QUIT or (event.type == KEYDOWN and event.key == K_q) +def find_quit_event(): + return len([_ for _ in event.get() if is_quit_event(_)]) > 0 + + def clear_screen(screen): screen.fill(Color.GREY.value) -- GitLab From 548e5f031b1f7b34adeb99929873c6c10020840e Mon Sep 17 00:00:00 2001 From: natan Date: Sun, 8 Jan 2023 08:46:52 +0200 Subject: [PATCH 13/21] Moving the weights property to the State model --- 2048_Statistics.xlsx | Bin 138970 -> 139161 bytes Algorithms/Expectimax/Expectimax.py | 18 +++++++++--------- Algorithms/Expectimax/Maximaizer/Maximaize.py | 10 +++++----- Algorithms/Expectimax/Minimaizer/Minimaize.py | 11 +++++------ Main.py | 4 ++-- Models/State.py | 8 ++++---- Pictures/Screenshot.jpeg | Bin 32246 -> 32124 bytes 7 files changed, 25 insertions(+), 26 deletions(-) diff --git a/2048_Statistics.xlsx b/2048_Statistics.xlsx index fc2d5d024c5dce2c4d3ea731a162ac429f34b4b7..f2577c883b3dbc36c5396f548072f9eaa7714a7d 100644 GIT binary patch literal 139161 zcmWIWW@Zs#U|`^2xag`8#_s5w)X2cVu#tg*L4bjQAtgUKpeVnfSU<6#K(8V<$G6Xx zo5@hX<^QR|z1tlRIwd(=2->iTzgk*D>#?VeCGR)ug`6M5ue=J3cqKs zHWs9+A6}}+%KN`4_uk4Yrtj6hPLsd(!8$Vz)w!G!s%K>w85nq&7#IYRotvCrlnQch z>qJMt!v+Gb>xEM1-|)-uUTebbux3Szi;95t>3Q1(3zKfTW%eJO#GBf=W5W7o=}TKg zr$+qxZ-2htL^6DexzxMT#SXWHd^SuA&D99sT#&kU5r^bHrjtHzgtwZD_f9+WYk8c~ z(I4E=OkM_Z%AC_U(Gu5H<=Wl35ANNWUR^GqH+!M7 z`D^b#TnbG8MYl?`ZZ3Flv+TP0(cBs8GkTP4`aY~sm_EfPv+CoX`qX<^W3tkAAi_UgVNW&LFYCr14Dxp z1A{OF14BiQeo01ZZYqQ{1O?{XNbmmJW&-=fU(_p-?LH~rl^~Fu5kH4bJh^3|O9ACn556k(oGt|6WBsOK2v=v=6Tj=NRM9TwqaS5_fKLXJvD*nAO#3-fWrb zlw*1ALebIupI=ivt61a|R%C=PYI)n?W!Ip}I`3oO$DJFpG$yzg7fk*nqJBEA+%)fC z&8n*v+3K5i`f|I_sKasU1ue|@G{^xvc1&-Lr8|2_J>{{Nq! zGuiIxKJaLr|A@!1fIYV1w~4Ux<&p-sqq{TbEEBkHlAtv~>VboWAM3qHhee0K2Hb7s z=borsa$xr7GYy|dFz=b0X8OQz=@NJDw*`6AYgZng`8>Gx`O%o8ciTV2Trb}v z`ru%Vnws^snLWWFi!1v(G7f8=5@b)6wsrPc{Eg%BtoZ)Ipa3^@8Jj~3*f(BNU0!kI ztJn4dwMUyS2#PFR_w(5g#TS8#jPJWYFI^HLHsOVjQc&?@UyJ7kmyOya11GvqSZ*~* zy<2Ie<(xvnmzqi`L+diA8eOo){U3{tE{!Kai{@dKs-B4zloBm$yPQ5|;_lGw7+m9IioUzG% z*_;2#r}Cms|MtH!`%ccP=f#<7**0tZ4HVUD94`n?j-1>1u(#bwLpvz5)_lg&MLXWC zYnv?=FwN2Nr}&KJ>Y8&p^Kxz;o}%mPFF7Mn?HlXji`(vmKf7rt8y<8!F4n!3>525t z8{uI^8@WGvNwv(bzJ6=Z8sC{-2d2B-pVx9Ja&F6NMZsP9?uWL0JF0YPL&oj($%$Hl zg0J}xeDZ92AKG)IrkSPpv_#9m5qrtZ4xsd3q$HF=Bf zz2Y^CJ>;|8y_Iv~UDuqwd&l8Z6>m(3>GNNQe3;T@la>5h7R@-@VjK3%*JD}bagQID zF8){Be1_}T?+Hsqeau21pEq!4Rj?2)j^$-OX?`b1eT!X8(ZsJ0E6?5GGn(ZSa7bEZ z_Nt84JsHvWg=4~A#7waBJT9K#^6Y4>hRoCUvX=)8(`w$HHPoAOa_`4SVY{OAj^0Y% zbXKS}W!j;qeT&pSbLpMVwmM~@a`|oGOe^ueWru6u?8*gCtAl)w4tu%JZT9rXWkb-e%12fnq5ERyR4n|R85LWWzvjIo$k%|jP;#_zs~;GNBiWrui0jwQMoRC z>#e%$xuv!Dx3cfc{aSr4_@T(Wv~BTUZAHFIZi?8KH}TWlaJ`$aX4L8~oay=0^2U@? zpQd)dHQ8Up7*X-e^8t^t`7747C*JZ!$L+tK=UR9n`)jks8~)!L@AtL&^A_kGjJw{u zH{n7aYnjaUJqNU2ZeJYs!qV?L_wKii*K2ou*(&k#RsGYrldnI>qt*p$EWakL)^n?L!>vD(z1p(0iLgHqN0`JL!8*u_wCw!+Fd z=l!|Uyirv-nr$LmRZ`EtS$@B6R?UVr_xGNuw$-;0Dz)0Ys#2=e%0s2@yZrsS@Amuu zUtaES|L0YG?dPxY`~L5a|NpXG{@<_oy5G0o|NpSu|9;Kazxn(AzFxk6&wu^@zuuPL zulaiTcm3aY_v?QDjo<(K%T;;%x)-z8*U!%1{&M^Mny=6I|M~TO|L-5^Z+GAS|L*qw zzaPHN|Nm)a?f2F1|9?Ac9$))?|91cQ`rq>P-(P=ut^fal{Qp1s^}ilImjCnZ`~Kgr z!~cJKIp6N@hx&hC|FYlv|2ltt;lCfx^X>jV{cT_WdwP8B_m}bi-(9bt|IfR6{`#6f z7udhl|NVKnzUKet|9@7?@B1~q{@0hU%kBSsc-b$%`2UBu@&6xQ-v95zr-&Gz@BjO4cKxrz;qmpqcE{^)pa1vz_Vf9lUd#V~`27Cq{WZVe{{Lh1;&JVY z+t0UuH~jEC{PWe{|G&SVUnlcL{?e{}{J;MG|NK#?{#X9>-9P?(w*P-VKJLxOkKDEO z`~QEs`h9-fzQ4cf|NQK?|MRl;Rs8=~{qz5QUA@2d?_vA8-}39{*ZorcYwVCd_F8)c$>*V%HbHX?N zGdabzKIyM-QN8@jZ%?OJbswJc|4g^%_5CtGwom??KZkMOpV>eE$REm2HLBZF^Ydeq z{k#9O|K_~xKg?rr=0)_kg>Q}Hm32S<+W&j2zyJ4J{`bQ5|JLvSd)VK8%ikZ)pO5p`+WGwZ z{XRIZ?)&Zf|B|1ZeB_p=KkGX)fA#O>_4WU4e!O08KZ#M!p6|oY{I0%&|6i`l|8uE(xBuUl z;+Nue@80kK_j>-mU-sMl?Q6cS{&x5NzfaHi|B;q_vcJ>u-_PCa|9$!!zyI&Q^YZhV z{{OkUzvgTm`~MF|XT?{r*Z)6n{d47iy=VXA<-Pvh@BH&(_V>jz|73iv+cH5u_g+8W zdHY|tzwbZzn&0sMkM<{3{K)#5(r*!wsV-E_Pq15WA#HHM6?iu2_ zMed`@nFXzq0W&^y-(=J5QF%A%#>9?89*@> z*7tCYPkYHNbWz-MkLMzdZrXR|;B?ntO)h^NCMCa_Wbs5tU8r(qUSpN( ztH0G(q*j1}#FeYrMZ`@gf6|Ic8Mco+XM}QZUS#l)W8d0O-ljqiWuEID2L;OsL%&Z} z(+Yc+@A2Tx)W{ZKTd8qI3oS68Ut8Am^NdUCA^rT{hf2;>aSHVtv2?ae+MZfCak6iS zSEs!1o7ktNz46mH#I9C4?XYI){FL#;S27uer|SHS#J*(zMw2K*jl8x7$0Z zo19E+FBQ(HX$9~3^x11e(eB=lzs(OXacUWqt zu*$sO8BZ>p@SO0oO+M*~sQzb`c7?kgllzXaFgBK`UGuo=@mlFTljKT^iD7e+bo_RS zWj|Rrajt^G1ifQ9iwb8w64z^bsw!^5d+DOZ%Pb!O1CR3L-jLocdY^J8TJg#}| z@siJmjt@*c*i#^ZF=g701rMg~U2SxvBnVq8nY`ii~1hQ9=OST4oR1i9g~)Jmz$*e8(+i}lne zO%Hx^+LJx4>42g~-=^1re7$pW7HvuSA)q|ha(QYO+sg}cN;1_rB$h;Pc3b5ZC0=QE z;>Focmggef#gkTkZ&fJZxO6enza-;Him+&sz{$(Ol8+wAG&MR}*@D9FV~m-$jV?Dnl1sTx|UE zq9)r*o#0Q9xDsN$bmF9%mT}B4rHGwVh4iNx=}1f|ouKAn;-Q=m(ROn|io}!)3o3Tp z-{)Z4EYP{!v1&?ee-X%myv$b=nx0O|H&hqm;qkhq;Br8rb5G`ytR)a0p~Hu~I*Se~O3vaPzr ztg0j}dunq3xlN4w1z1=vy`K8jrQOZXEO6gJu8^jusWFerD?!2G0SXSsD0pzZ^l2*T zbF_M`;4AP$;Id;B#D!CP~UMkEjod62=<}I*r=eRVJa;8`D4%GR-9r zX_MI*Cks5A_pUB&=}ux{h6$tUl4&kEroqkjQo&cig7=bRl(M?xw92N-3ZJ^Bm-dF6 zaIi6fqy#+JGa<=PXM*4oW6n#KY%g_`KX5xbD9A2>dh6hCEskl^P51p|KX^bvb_qE5 ztc7K*rV=$rtK$lDQ@!dGIp(l=rd&UZCs;c6r>+0-SK7X2>UCSI*K)oB0v_KpAg-&q zyz$~O$>MONz`?f4*vIV>2M<6Blu0LM!$SVW z#nvw`Dk3wqjm-9EJn<8-V0$UIcH(4(%QC-@XjdP7%^{z}!rWNWug1Z#q#7FXVkd4| zHGg@*G&@~lclryE`%m0(IDEsAd1C9E1&&2ua`zlv{fULSvB%e>C)T7V*QBS`q^H;9 zjZAEhOze#~DMNShnGNwAOiV9j)~Z{X6m9Bk6BT0<)aie%yG;R zD!G%Mq-~_KUx4LYQ%T=7NO73iy8aW(>14eEo=cXyUdZ?g7(H zhv;6rDCP3rH!O_JC4FhaQ!9I?AK?fKYMScE)6Mo$4x|Yd`Z*K8f&cN-3cZF?7UOlvn?wgHq3W5LN#37QPc zO-;JKICPcVd7mPk!diFn#9W09+ZXCxs#-Kzp)&TtE}MgGtlQrxNaPf(=r(a&kd{ESI^I*NeNrl1ZSzm<&xEW+yx@ zF?(Lx_&UGY?-EO+zu{h&DCPEfFH}5s-hFV&=3v{-BeUno&a@i2iVRZ<2!#$?EEpg^T*WAAJaRZbDr;x$Gim9>4sviZLZBdbLaK0o!7f}Uhmm? zy?5umRkM}wtxAx#JFaH?LT&BD-EL(~4UW4!H+LQr(f_trNN4?J-M9!<35g}MO&kv> z++6~%Rwm1NOz!*Mli!?o2~_RHMO+2vXyKUmRjKPMnr^?62POPTpo9NLDh%)?2M=fKiODLpO)JH z$)1DFKj5P4EQN~-z3>`hQeuEp^P_+Hx5Zyf|G##x0I0$722w{zJzQ;5ee`ijce_GU zqk|`R3kQeFL~}@K1u9G3g_b-{cH0){_CUO;!NJPobtkx@xJPWm4KWyfE!3o9b0CL~PY11FIQup}bsSf%1v z)#F%o#c`Ix$K8A6Qm;b_g6%x&msn0acWy7X;a~&T1qSc}KWD;c1}C8e#IbI-8pzrc5CvEUN- zZytvvmbmw9`XJ(cv-3SD%}%&>;-uOsZXNyP_gRt0b~sE-NSL4pcIrg9Q(dc6T&=_= z=3aqDA7gXL#5Cclf_i6!b=D`}+4s%Sz`#R2v#G(+$`e{)H20|3PExTwrega_W$i?3 z$08FC{YfCJq&_5;ut;-Fc?~KO=7Ng^6=;#bYc%PL$D|UQ3HgitATiD%v1GEz>=iu) zyA=<5HO-Ba2NiQFpv0vPO_F~S(v&^@RXqC*J^igbLG8C#Wp>9!jx3swIjjqWa?WVm zT%O%4#xtvA61L`tVD)dNuRN1Z%vIRP{t^;x-}NIu4^ToWm7!JD++V(o_;`Av-uR-VEvESEf?r9O9x%F9lbmpjD2o4r)= z6|i7=X?m$@k+ZV;?2H+Sx$Fl&&3e4GAA4}POe%Tv>-Lh#TVQQqm9uKI(r%oZmr%L) z?ju)TPz~b=s$pPuNki*DP@Z5A~Oxn2|M6#rCL*?Mu^3 zES;WF$`DU!3cravb}vNhiXi+^+lxn%aU$zQ=%DE9(zvUEPs%)zC!NN zG*y032zr1*5Y`goPGNc3$?~!y{e#&{1yFJVHFZpjgi=mcNcqNnv^skJJ^Miig}aM6 znV3LzKDZCTGOJh4cCwtTyvL@qyWF#%_)XB50FJAfVG$2b#eHPj&TPve#yYFCPt8LF z-Y|_^kisz~V1ebc7y1GI3Y~X2nV3AmeTeV+pA1&Bo~pA@JRz7A~;=u8M)oF26JabeBu(%x$) zK>d|<7o{vYjqZO?>Dcqg^59)igQcVgRN5y)YcjDD9T$x|FBbP)+#Dwl3cv@(K1$%4 zY~F*$mFrogPch8~HMcJr&QeH#x9x8#D7&3kaXW5(YB?=^mkt}{pP5sUE_fLjAs}l>$q!WGa}G_{XZD zpqz}+R&0IpqGJD#Z7;4~Wa&(Y^pIWz`ZYbtY>*D+G`l0TCKuEis0JmeyND#!ALr5E zciMV;>l)=gM5}NPOJrEZ0*UJ2%)Z%EZ9u6C)Y^r&)^#RaTr7TR@nfMixfg9g9XuIO zg;X_VvO?vKgQr}YraoosUMwlbd&w5$g?G^2-%W+Z?)ppI^*6ffR~15YGq_{Gx}8Vq ziZ#pmPl^&8OR7yAL75Yp<{jKX4vb6ck1OeiB;R-7g5MM5gmnYtHqhAmUg6aJ78VdC*T15^#c`Yp{pGJ7Y; z>^&m0_k|3kL3IF>!OSjB_^8uibE!bLF!ota3VfVWMVRGk;JFsP*OlNOdZ_%;ynA}lKbLPnd%fdWExBQ zt_jP6hDa(q=bu^6a{4q!w5|XT&n0N$fp(x3l-<{>xF7Eg+!ngN4-}3C9G6xv1{I1; zyZz&DYR_Y@Sf+K*K_M1gC`v)=SXQH~FJ4(CXB2O*3I~;m0sBIz-xVTffBZ`0GozS7n2eXzb#zF72TDK`woVlG}!dVGjyRK*c~GC`%W^v-F9J z+9xl5EZ@5}MX?YOpHEay7#+%Ud?UKvnXR#;FRru?RKCGC041(yU~jZ$atg+x8x%L=adu7mr+ z(9lqCyma=&MR@@Yk?Jq5r7}h{tdkeHvK335IXR=Sx4*n%seZN8@P78x#gf_e3QH^BLwat4=%uS#|ga$g0dc31!C?1nug(yt7SoUeLK6 zLB~$mYOs5~bUG&y;$>b0)AQm9NRRi=*3$FmzFx|0zS+Bzui5ftOlsTT42kK_P48uW zN|4c7I@>ZiKr{9%B=pXEsjAOW7dm%ez0*r|@to{u=Olg{T0Zk|g5R+-72ceOKj}Vv zF8A=jij*nEhZ+KB!J~Ila)^?fs>bv94eJ6Y?KEcVopdJAKs|XGtJv|2)Av3(VJp$@ zrg~T-<$}h^J(51AGp?mK1^QX~ubHE+@!WITEAe9s0;_gzH@u!`pgwnXPeqa64x1j< zQol`%vJheF)^!E^0qH5jY1V5|r$b?Ff$DgX2WAi22y+Agt zfZMbHZquZtzgi7J5?^E556&rB$C%euofK*2y5BZ{EpvM|MJCrR?LkANY?g405wn=g~@?QhYX~IkQ$xod0Ebe?&0PZ#nf z&zWra)a-!sO$l=z;dKIOj~h{KdltF!&6Lk)z}9)j^?3=hO;O^}SPD)VI_5Fg55;}s z`W|U3!S0p{im{$cXJ#J+yHaAR%wi!!t-OwXu@Uc!`wcRtq?9E?!tr3cys_T?di@qH zSBnrWNiW4_FVAOZp;^D^Qf1mp8)vKYMwR;|&fEnjc{i){;)%TbCBlQ|J?Jug?4YSU z7nC?I!4n5ePm$x#?t^#0IWl!gvDtN#gL9wvXwSdPytJomUT>M7M98U(=d+-}k@!do53ltwhFf0 zu@T=DQrB2rfBfc{1vsX^zn86;p!C+}e!*360tUPB7Tk@uD%0NDI9s1zqTd|kW_|t4 zIk01L)@3TWYhF5Xxu^TR1iP2y+c^d+K+XWC-vv`HpEJ&WUMRly?V(-nnv3TOv)O;| zDO)#lvZ3(1htBce_B@hZ2y$Wx$cY|MpBbF;d_HsO=O14ycW+o1=w_wPBbBwEvSG)~sTz{k+h6``bgi0#9i?uL75a$1Ei$d#ia(ESlF=@%6z$3s7=u zaa`I{v~DJ-VzAK;ol_JSVcGvXFIW7UwMXW&JOk_G2MSAPPCjSayF%olmlT`D>KSUawKqA|52i1pG>@ipZ|ei9*Ek``W>&p_45=_c{y8_}l^v&^q< zab7$rQN$=?N(xllL5<~e#KX=#Hd^@h&@MMfez~Brc+TdX%OtluDa2I%uP>guoW(RS|RXRHn2n__gz zG7*&hvLSBN1Y5>E<#W;+tLtax8vfXsJ_Q_%?lGl)8~*(36<;SI%-0Lj1#$#L7tD!< z^`O8%wyOB-n;yr-Jw@l9Nr~NA)>BZ~`g;xbyxBVSbA@8k?hWfej|pKfb+xxP*Q~zR@VA!<{o#Iz1{lv z)BZ!^#~uWpy0PB%e5u44&*xS4e-d7#tiF7i!Fwr2GEQI0wtO!Cnz_f@=jDiBv-T2X z>kEP;uNjliP35++>?o`}RhWN+{jtN!gBj0T7?+xSPBVZ+ovQmvmnmK6cijMaG36Z_ z$cvNCcs`eM|8vZJN6~BpB?G=GUTr}q76ic?9ZTm_*lnn=bFh(5`BIn2Be%4tV%^Nc zGhV0oB+lL^l($E9PwCuVb}z|~pu8q{9#U5fCoEp4xGcO`3m-(IZeYQJx2ha7Rt`dHg!_jt4{ZEvPl0ad*aR15n0k z=afr0xZGxqCyr9n)R|w)0DSs{ABurW?Jo zoXzdOJ67Wz75KK_7Oy?0V`89T6wfoXTmg{>U^%;{apFT=ZhWB zXYG^*XSj~%IqMc4k?x3>48N4yR()L(TOx56JO6ln?d}b6&I&wQscUSm7t690U)p)B zN&7tK^y!v$KkPxR1B|o<()JWmjw{c5U09Yp2h^sxzV<<1SIgY z>_66|e5`4yu#@sWZ(3|VW3C}c$<3I<4t+r?UH22jU$Z}T&{PH|t4Hu;_2}n`M?X0} z)|gD2mklnC12mQAZQi-8soRQk`t_dIEu8IGlD@mx`Q+U%V{)i5Xfnw8 zUYYRbgjZisr-o>_NUk_IZ5%tWa!MMwTfo1=(zN>KXz8_Vn*t>=TZdLw|H35g7Dju)?D+g+-VzkYKv!4rZ`Fs-Wr=GHP$1QoDEh%2wGCi4N zdi$27X-2nxrfdNx5Nmh>nOkPJ8SJgp)pdzHHSaRh%%53-v^`}F-zK2vuWeU8w_w4Q zoGrzN8iL?`n5B~zhbVcSy>M=S!rsMG(%$tn25Z`$1C{$~{VA`*4^6E+_IHmImv`!-=2< z8mOl`724C4UMG~MUmaDr+33*1z>@}Ck|th8`H((;!j#MB#IK!u{CVy+?$@>N1ld4^ z=e*aToMt*H-C9UbKe$)KVR z(pz|QbJ5JnhL^q0ojrLvPECgcq^Ss`Ndp?$pguCU_H*tjpIsrHcsEOEHTbE=T1!Yz zU-O~kDUIjd813+y#HTflMf)V4&M}A(=qZ9`>$_@2Q&Ij)M2>#x;jT9|mCd2!9^BR2lPi2Pjp6n!o-_drCmras`k6GP z_|SqtSZ{n@Z`9nPeVdBpt{=}6zh>NJP%z=r<2P)@62)_SG|e|Hm|T!N@54pIoINY9 zWPwIO&`Xe`?iX^!zkS}H62K)H;$;Nt$y=WDj4zHWylMIH6qEOR`6R79T8ml08o(nyp+Gu@U;-f^6r`nQoSbG+x@I;~pr-#I^mH zupZn}Men-)Jay|Q*V`J?X<&(O*09KKIxWC4{rJKIO@4og=AOhRP`o9d7d!O8+)jC3_Op~Tn*icLiT{}E;(3yJBFT#a*1EJh-rRGL!8}Jz z<+=3^D?)spi(j*x3>xSCpt1Dw&VzGG*0r1#keHs&ZF7BM;fg7K&p~65R^~GxA<|Rw zk8xp;;oSI$?_dKzXe`}sZ4TT*1L|*zkXt)ul3q!r$-$?3#HRet++|D-8>kt0ZP-DP1_0r2Zh9GxB z%F_i?CY}S0p)UIj8biIj6EcQswY+$$XkKbU%)IA20)8E|2=Urp3>qe#D-G?px>^5k z2v~XJoc@~CQ}UjJdytpj&N*kgLC*i&!ep1K7N^s>6dyZJS{=0ZlT z&v-tUTK?l+oaFa9J=c97Usn7(^Jh|!)jVnFkk_-wl~0a*c6s#kw@Tp3lq1Dw!2?km z;IR;%8KB0u>EWFs4;@yfT*1-+QC$HVL=Bp>Q~FGv0ef`moP2KT?7rJUJuC`$9!Ch>?LKNDo6K%-#`0^Oi3tENCd zYyUNKkLT?HX<9rtJI#DXvtfov=H16Uvl$HYbhiKabDUk4e+p)Gq<-z3@RrX@rh`K_ zdYc3|ryP@%%Xf|cwt=U>w5=dx%0zI3@g=m8>1O%TW@Cxmc5P6;oM3cmXIfdaCC{@I zpOYWnME<&V$;od?PtiQk$R>C!7d(^)s*NBcwxA&&aQ_c95Pa6uXTx5$$ER|;e&4eL z^`f7Gd(qIbVZ?|nXaMJfLh6)aXz#`UF96hI4@-MPx0|r z+e1%3PWuQNB0H%8Zc)KU$)?UNnipy5A8>AS;5pOcbe=iT!LG+#<&u}D@13%P@j-K8 zLWtQR%ftg3XW=8|Ck?d(7e9J=3{+&O6sLnGT_C-J%p_$s?M4z0h;jf z^&mfs^Ez{muU-mn1x%X@?`wufJv>%=>}jG#L75-=KpxA|IUpDIhkJu-qAB2EtEHe} zt6ALhyadye0&a6#LE79+L4H=}b><#7zWnx3-Ou=k+{vJd_%&p@;r()t z9|w<5TYk9o0H{s@Rl-w2@d+KzhYi^t+f;n$0sH)k=f1{(J1#ZS1vf1p-aC7^>>Rd2 zdtRhI<;eu&jwC`$Dj@`Xs892>ZcSvs!aQ6<7{&t zHm(4viF_*?T6J5rw=;&{H{`=ItdlNw-uTF8o#e0G2k(GJ3_r#gt0!NpJkTtX`8-o; zezlwRc{gj&=qjuuC-HR4=QFn|??{${8*UM$pyoZOOLQ|P`QX-|7VYg5Yu-t|wUI{Y zHl{D_x_pj1`?=(;O2b>0i4PQ(9*6aaGu@VQeE;`S!aTUnfNzQxsDZDs6h4Fj9`^`o ztoXDZZ-~bJ26hpMRX3=B+|}Q!$6R#Kq2YANkz$(Bj>K^AZ-*FTux5G7r2q zY|-A%IxpW9TW=yR!lvK<(M`QIzYnT6f4d8>_*6G7n_N&Sk$5{CG{<2B>JlG;cZp$+ z^ypw)+5_%sM3k?aIr&^@T9KaXz1vgVLQZu&KZ?!AV2Vd>cjwgxULf;lc}LiTnTLe`qxX)d|qqvrUiKq+3pVMsW(i`DW|ykZ^OoxWyk|E2>nm6Ru3@|+VKt1G<;$9cmo*I~b`r18aW=ba zD$j+MSj>?sK0EfDdD48|<9RcvTEeDj!X6&4lXGg*d9=WjDkbY!{HN3}eV-fg=;9mD z{D=p*pWo$2es5O#y^;|pF?|_ z#}0u?wfOmZQQRlT_t`zxD20e zf7!PExWKv|<~ZZDn2;>ckeq`iyrKy@8K@<=)GgzA{DylkEfXJTECu(9XG}h4>hGfY z*#SHimYR2=Nb%lraF69UhI(XYj64wB#=9{v_yNjm? zp8pD)+K(t)D^h)vImhuUr~v{R`wMh~j{P+SLI#Ev=k*`k1)ir9JZ}o=m(9;tWLtWo z?)l0i={2@5DnKJHpdl;x5b9r%^Tj{U{%~FO`1bpKKVLa(ZFuu}!{hTYzYSN~t!4|H z8&L6K5@;m6*-~P%gK3JFVzutSBU9%WUM`3ZG&Pc2@vZpT^blvZP~%0rAQRCc#fyHO zSoDh{u-4?-V)*##s?9r(3C=&~zGKqziu%XRMGK|~UIn=$Fcvn99$1?aXgjYRG&pi9 zqTf%##!E6V)>u6`ZO5vgUh&_!`j1x`@bwzavI1q9m5`y*gBr_M_ODra{JC4c_%+j0 z8LwI#7xz4U0h++>opI&n={WV6sqPjgr#!$COQ1<^@th@go0ix)1<8Asu`TXd0;z*0 zUbz{=eN(luK$YJ`Q+Z{-TM($YRVf9J6+MewdD8Qhu=lHvZYSR!s$$nXdq z&4rq@u8_|CWfgPk4ETCx^(^v}Fz_;lwn7s^ih8_`tk}_f4%9@M(73)D-V-gAE;z{j z@DodXC1|<}z2Cchh5wor{sC9iBR9lLG_z|iUIER6OCOxHeE7*I$x%T@D^;WvG<^{W zZ)^n4j|iN`h(m8uY=25uAK)P_inu{P`(`O4Uo5V*AR%byu*+)p>%ViP`Gb~BQQtI~`>}&2NYhl13TX3W+G774%c?ySHi9~$ zk2x1XM%+$cycu)3<+rb(-umR4XHP-J^hTMv1}i|5Z_pXr;B)F>=hQWxPX@L0AY=A{ z=WfOb-(;Ix@YL*KsXb_*4r4yQbL!_EyXtpucz1JWAfj9DR-y7u`|+vVKJi?+Da=?# z0ffDu7fyT(&Pt&2D*d^e)%7zcXK;R-P_tBj_T8J{)bSjYY+wb_;yERD8%yN=J8b9v zZOQ5;X}vQeEuCjg`NhX`zL;)KPZwUN^P21X83Vp4MwdXt_R7#<`}1CB{jBCkTFqCO zd)_E?zX2Ox&@9-(63d6Yd@a@gPj&A;D8x5qR&SY~L;yUAEC?x@;^neZ^43rBHQ#qG zpSc^{Yf~w{w3Dsk${+2=pJwHMIOvYq?=8CZ^USTEJa22Jo&9|@;T>qP$3cmZuC+$; zAGqZo9xGG=6@X?a1)!tm^10{N%stNE4w_n!Tz!#~`FT*)oWtNDPqjV&XA~TEC~Hr2dE%Tst7b1*;{G)ZvgR^^`A)!=x$h={jS z4c;xB-|NckoTq|j;ZVk@n}YnT=SN!4UpN=scr;-F4?GxNKRII(SDNOb-uL$_7tY=M z(E&W$KNUXPG6ftSm3N+JLx=jS;Omr1U1kD-Czy$KuDx1LL;qr z61YM*ivU1?1(9w}*DkuRgX3Q~^0I?I}C=Y*tv!J>`d| z)~*4~4y1!-gy3%cyynWIEuUMre*Pi83*1IIuyP7~=y)k(zP;L==bJxAhjbMzxRQiz z4F0IJ^EU3+TB=BCWZ9I58m>FOPxjoSKBWM&B@4E$g0~JdDC>r_ree=A`|07wo~HVK zXzecmxfE0wBhOp`un?ERk8vs3#Ctq1NJq>vj^$6V9n+qy@U@KF4iY|f1A^()-iC_DB!x+?? zJ+>eaw4CLv`KOKUlYYG2cHp}$s6?;=6~{~9t=}b|TbF)jz4TKl_$x}M>TyT8k$~QL z?>})rKvQI($PR)>c95S{e1uhh_=D}B(ZnUiXWtxytU)SNx&Qry-V0$HzMr5b3T#dV zyo3WZ8?wBeh*z1n*Fm1Q)xO1;H41aHZDyY*{d(5#)tY^$coJvTUJDfxLFSDcC3 z9RvPCW>8-fqbZyDTs!-@_Lk3AVeJ$f&_bKDrjv>_4?TS<)}MxbYHjM)&pXVjcZ1tR z0h){FW`h@~9PW5KXYZSZDHRs-Sm#8cBaxt?Qg{=1^G>%D~9&5&4zh>_7xeTC;mTKb|0-r_w#H)W?K#$+~PZMZ$Ab11_W$j0Nq;JJVomxf0W#FX_CWSIB(;G#8DTNT8ts8sh%ph?#=_x#h{@# zkiS54$B>qY=gRNkqrHtnM` zR!lhv8!Z7fViyLf)@k1Y&0-@j6$z`*V1Dd%O0&)H6y`A6MevZ~w$I$JQ#6kqxeOgT zJmdNNlyleHIs3L(wzLZx@=d+;7Bmu>_Z&77iO?pu^h@1y#1fkO3%m{W&a1xr`42Se z`4}`VD|;S3E;|o2F5B}QG#RaLV}9%=?=ypER+69Vrg3;jOPJq#_Cxe3Xaw^($Qf4i z;3Jqepb<=o^ZILq1tprF2UR`Y30*RIpz@LS<9qf$9{KWv((tZ%pt0Gn@L|kX;9<}@`!}o$Lecf0cVUloUa(CNXf?&lD$oko>&4&| zu4gs}om~06^UCM%o{NG`u6PbA2&P;DHw3S-g!f8LEAE=kB;UilcoJwSfE#=%K#x~n zV5fwrzw$Qj*HWr8t&=ZkKs#dR&2RjeT9_)EP@aV)fe4=$?taess1h`2@ZilHg96xO z^i!d>D%FA3^rg6A=q`h)A2=Ig5d*#~Nzfr{eA z@JWfqbIRsLSo>c%HyN}L5!85u3?2ywcbR-tJlcE{qdevGvV3c^v25Ogx$1jA+yOO{ zKuf?ta~~~VSFP{SmXurf4K!?r(F6ev=%%j+PbX(Qhcs?M^NW2hnwQQU7m=Uw3sk*e z)wSFKyq4nqtt10$&}!AWn|CfVz32Gn)Q(U8Zt{!wg8FF z)u#KfE&Xz;xY_b$b{w}&Uq@l;q272+Y>OX-v!8#QcLJpCc3aN7m6cD(X{>D(6W z$6VUyF?6Lb-2`4U$$6_%t3JkK~M+zpqm?~lRpz2bRGV}1>+UCb8K;jkl7 zK@hb52xIM+&E~3k3+JUThOQ*~ppkl|*zEd@2j5DMO`Y=KVIQbdQspNRg0k{!=GD(U zUu`B|y}4jY;CWNff<4fRw(OXs{HoL#Ph}hR*+n23P?HR4nHk(FVYdArU)DzVK-UBv zd>7PnTG>YA38>|QEildpoZlP>Umq2C{$@<7()}Md_UZmeVLR0rk>h$$UyV|pmm7qdvbhs*!U>x*s9BDgn|~dVRT}CNbGuhsLCDO zJ-+_~JRBx*$NKTqeQ!#21kQ6}S?X@1uQTuX`}5%8ut$(u6Vw~=Q@*#?Z->!gsTrU$ z5j00L6+TA;8m&(JXrq^L2UL&22OZUu({9N8pStf&YM=NydC({t#=7Lzt)H3R?ny9j zYjKb;0nc|X1~u8Gf@5NSc-_CvRIUOlOeHZgCwKO9)?1Ym*Zu-cXl(ox16k53#TL`< zVDYWM9h7o0mK`0sRcT{Pdiuq+PUP3 z;8kXz-V&^+iZLt^T6gDIMgIk?<=dVOWpNAUii6r;pw-176F2W%W|H8n@U~`V!At|t zx>)eMG;C$sl%iXeiEnN0NrPvRVG~v>L^AJ6hE%5BiMX~y@=|jjdU*p|r7E8Byctyd zrt@elg|0f1wwc*jxRd9j*7N4V1y>TV_FaN+z>@}S^<3H=*ZF(jq|R0F7R1~bGpEdM zLz!H7X^uE(Xa}@>2(tBLYQBr+wx>UH4>eD@c#a*jL3QBPPlmTOkdZ&o=rLsBmRL-i z!w#EgKX^gS2Q2G(Aj@HUT9FGHy=}hg4?kHw_+^cC^1kutXYeZba80Cv^l-)ge#MxR zk3p+GZR8>2@~}lY0jD~jGk3!aZ1y%-fn72u^(e0(NBA_6?X~rwb=KGx(DDnMX9vwg zfR@E~fR~l6-NDxgT2{tiRtFjyyJZO)8iNi;9Mk}>DCWNa3L?;M6_ZmpKF0JH8>#W9 zC@UP|ecZ8dGS-e?!dsiTP2k1E8?(D%bBk^5hxT0BUN-wt`8|w2+~=GtFP40sxb*W6 zmEUgHl@4L9w_ z#hWC*TPhwV`}&EIrnSl+%ujp2Bkw#GXT_uy&3aZM%-b)k>2^t#$ZiQlwoAb ziCaHc>;sQjCEwi%9_4qlPA}#)-d235_TEzA{vbDNdC=$#sFR1-1pyhu4crD=NCj&0 zLzaY`YVx+?oW9(0-IO{5Y~ur!wj7xLQad2<-LL61!6(R4i(!%H_228%Rl_IOG+_&nitOGLg;tpO$BSD?YM#n3h2=e>OWZ0ASV$}gPf4_dr7 z*Ra6Wt-lz&&+UD^?uXv~0_UBHpnAm=w3HiTAH>I`zo4ln&=jwhDtHp#M>)mm(`RX^R>$&4h)UZwB z&yTR4zhJIED0Ed=z=H#z2Kt}M$Ke57J0F%EX1@TM_QM!b^ItR9|H3(SP?CDr17Bcj zv(|h?P>b{>-8{=bSlf#8Bdq()Rl#k=Z*P!R18$H!t^K$tGWks{)^r7Gn7XHe8!9)p zv>H@Q0S$rq9Xq3JH??u^o76sY4$z)5$(Nvcr-|nvYxfhTOg^VR?VP&D^U0uLP*)0*5H43;bQW9#M~JKN+KAmsD!BN)hTy> z&MHjTG?UXv#TaUt9|0N+^#_f(g4Vo%rndc#?U7%6K_l$O^a|MzpdlpCGJwVK%`(!a z)=z8Fp4#N;ZH$dLuW{&rBVrMA(6QImEvGsCcFOfIFHHk&rJ4fYN~JMXW~or1mfh6? z&^Q-prvqr@6|{4!(qo6mjDpmeA49qd7hufuF8Mrj>1WAHKXo?$0DBHRou!_9&-Gxl zNafAqF7H)xpmqetY@D(8^N(Fe%MxQ3_oRZyz*0fw@n(^j(sOZU)e8(k!ya=$!(6c4 zc|Ap^ex5n?ljmuT*(uA!56R~vN?|MeJf5k<$Q}Eka0s*p0OT!{J$*>J0yG~7E}R8k z>Jj&`%dk3oJ7c+)vW!$}3wV*91#}W1(9dFiq{V#2Ip>W+_8YL-f9ok&2hK4(#_#5z zkNZ||__hQ`yPM=gQ2G#rrw`$C>0;*|Pk#>HHS^$h-vy22lRMM=j`?u^+;n`K%lwlocTPN;t~?tQ7Mq|8 z@Oz3j{XDbjC(q3qvrX{DXqzl&uh#jo!{pG^=&si*!DIP(pl0)nXW(KOv@Z4XS@COU zAGBJ7;q6nA^+tOyeK$KS+rxjXF{u0ESx#n*o{Rov(4u1S zPAbs6x9ZHv=S=TEYMvD@8UATP!s+m1n1df+OT}M2>%Mpvw!z@y*_$z!o5~FZ^z^yy z&VY7=2%ZBq)gQ*drm`N^BtEQZEZBD<;O`-ckW(Dbp~H_)Y%l!elODvZ$ZNf$Le$;J=Ldk&YEs2 z)(pGR{v-V>sPMtaobeG>@d|VGkIgDRloD|2#`;zR&@}MPnA0ug#{|~#28P&Yo_;69+>Wk+%nbF5SwmMn=Zz}BtPk0_% z5C~cUpd4A_zGKh54>!YFoG})sE}y%8&D`}D&V^r^?g*Za;14PS&!(LD?Z}nCP3g{r z>py<}z`mbh>ekN{?{AeQ?hV#Fv>@nM+;hmF^7V@D?gep@)2AyQbOrklqYVQc)C6t0 zgKqw`PA{IydfW1$m(=6;4;(FVtmKrp-yRzgu9Q7Dc-hMu{!=|Tj_Fr)E zgWgL34Mg8zOW3{P9sB%^Z({nP8;aF7`Ab&c{M_Je#o6wLS<{41JNNke8}RatP4-+8 zpjiOWK9uVqla3TQd9@yj`HQrBzWJL!OR!eLX% zJ}0aA-qPnS2aPq8cZ)&xqp3ajnWE%bBk^HhDf-mGGtZR|)0TjT;$HqaWaTA!X0BnN zCU^zinJou&7xJ9mZfR%#;NXsoE5?U=lYC50CESB-$vn8?iNw?kD-`cJfY%0|1TS8c z0v94@0|X?dPd5eW!tpA+5z8bU{ZBudbI`Gz}4Tt`Q^_)IE=TYzL9_OVcR^V;& zJ0ZJ+HB#Y@+~ux0_Z%;%#9DgUa&ETPhLs|ZKLr_SExr8H__Mdy%aS|;=xj6U`cLy5 zL-|;HrotvH~8{-=l)>;Z$^w=K+T0DAkMrP}5rGZkM;Mw2qs-^nXk&o});Xk%85VT&m z7Ze_#neERxAw`!em0td-osj(9IGw zTLRllF9F$0UsDBYfG_^irpvb3m<_b0cXsxf9UEE;DkC4~<$_CZj4Asgrz&lFZ-7QX zmWv~;5YF2$(ctl^wFj85YqDcMB;aH9H*oJF@El}t?3Cr~)e}Ig12g;1-vjSMMwxjB zZ4ywQcJ6T{XdlnwDHD;VnK`msB&Sbz=?ikR@(1nQ053@b@4nY~y5#ebOO;I}^HNsT zCHm|!Z!-jkRPm*q%QW@W>r-Pig>9Z<47XHFJstx*a;O4qCwoYRH{o`mVO`()2CoScRA#URaSL z(aIwQ-+&3-rOxxx=Jb=lNe0kWyD#UQZT-F&)X6oDGXixWF>3bnI&;%Kp5OEUkNZzG z3Y!aBURI^dt{HUWvc&vne?W8KDEm4<2Tq({Gv|1y(``^z0mc7356SLxUoF&=KRrKQ z-xPF$SMy*P2WS@>Mh9W$($71VpDatvVxOt!g1?tMF`1yYs=n)hWZmRSEh#b;(=wC1s1 zRo)u{Jtgycv3c&t!ws>Z<^JV4hR0xwPCIKKE1#_Q5Y`dGh=6%hwfwB~b><$A&e_iW zdagJ0Gzdr|HFeXX$$PgacAP&~30|yf4QjulEmqxAox6L(y+AMH@?#Dz7r>J?&sxHh zIi}^C?@95&wht3Dl2=!MPj5}RmMeHv6Vi|fj{|j$E92NQIIu3CYu);J$Lf=1iFcbt zIxj4kQWvlSbb`#K>ow9J&62DLnL zXM;yjF*f&dcRy!+RB3o^E__88XvZzn?77Bz>tFL^FXh0tF*shCf=*gLV*t zs?G4I5AP%nJ#~85r-*H#3TQm}=|9k{lF_xfi1n>o4&*)WIW2tU9;lszeLUIjHf%h3 z`SWADib3Z=2tx)L($)mIS?hy_1wbqR!Sk?cpry>93I3wJphf@5$HhQ9rL4h=i{>?d z^NRmA=}|HVco-VF`*>z^VDsd2?9OoijOVTd~C(S#P=Y?XpR%xT=+_6i>F6EHy-^g(YKxZ zwN>g7&@lAD!&m+vzbUO|c`E1RHe)SjCZ->!)fJ9z^pZF{`@e#m*Y1$){QDI|gD7*o|KD>%X%`n2Aq!cC#fOW*}#^IRd8s+l)g zpFQY#Jw@rlZI1=Ne>*R$mv}qH;5SqwOVyV3pI^(=eRJjB&a-1y!4b!$ERAt#|J-=O zyaZmPK6}u!8lrQ%!i8wZ1=DA?A2=h}JXHv!&n*4IT*m1^$A0PxvV%kpJctD8NfV#Z zY`iY0%OPL6@m+eH|9^uhO^{B@qzyq$4*lOm=Phk&jsEpyzRHIli#1acE-<)D`YElvyk26hh*5-Qio?R`GhGv|bx3O0Tyy_& z?N!Sr;|Ci8w_eal*%0Uo(KBH&Ao*uJQr2d}kzdP$)4gVf~$N#Wika_cYP%!-X z4AT5c_+Fk&!E)id1f|g)f1l~A$wiJbzb>IoA3UrGyWxh@$#yO$vE)9 z(`&->)HL4jR}U->*njBzHNG7jaR(BYvXsjiL}(tI3r*!-n(y{>->GDOw@3I+<;+SK zo_R~UZb!DfT_bq;iP{b;_jSI#)Aye5IPAsw&L&|)P?I$@u}%%TQz^c)xSrMe@8OK4 zEal*s+&tyMxy7|xng8X;6lkih51gmSK2_*W<$(mS0!WN3-SJtk=(+5U&wd5Z8Jp#6 znymHn)4^HF_R;!djMqy-`{RGGl;7igx97~CUWqkR9-KQ3Nj!7QCtANhFt_~Bo6km{ zJ0$)*(9TO2+_u@x=Q6ARPOcrF`%kTJ_zg;SARYHX>FV8{Gct2FPCeCSeSV_#cY9Z# z{{~?z8yYu<%$&)ZCOE@1=~l~YPWSw^xo!e;8QFVJHCgE!*DJG0g{FbsDix~TyQ@O-=NpIZF~8-k!#YOAjJY*buu zEYvITxnJY_o4$Rsn~(6?O@amKi~lg`Ln0C*V4t6u`#ZA#vVBh+IGR7`sO|tK)~u##=f&Tz zmHs>bO0p1?XxMooRvLZQH2@cLpd`?DXJ`GUhhO-2+qe98<(ap%rSkdHT3wJgvyAL! zD?XUD?%RHO8)ZIi)g7N34tjwi^$io)pM}pYi=O{`_x7c{+j(%Z0(-Mu?(J&sX)F5f z-4^iK&usyUeNf&3IR{#V%mq1iw$k!?iM`W=p3R*;6I}LK_kX*3u>Du~5!2*WdntCA zFfUN*0wq338M%7OqjSYi&Kd9ctaHYiUt$kf>-NnYXQbY(mMbt^@M3SN=87o~&TW2h z4%xowm2rj7YoDC^+x%i#y@a**RB#!|JXOm$d&l~+12=;hr@zW$=oBd27ql0YCAC7+ z_OU_>$*n;vtyWB_7rOg}fALf;BmTyj%52)9Dc1_(a~D`KuX}0z|Lh0J!ibeoD@2SU zRw^Mv^-ZPx&Eo&kf4=Z1%hxbAPt}TgA9>@PQcgPWaT}J^IV>^J?Ea_tK*cM#T)6=) z1j03s&ig*m_WP{-U+ot+PuWo54a#@b(86OyU)$a573Dq$5*M>n${F0yaGVD%0o*h{ z?dg9~$^U5&zl(_pxX|d60F^L{YfEjjRyJ6#KdU{XUc4|s({UaLE^uUvVr z+2(!sreFIz4tj}hH|B#}_hG@XL9vVe-KFBVIUAI$n}(mFk;$>u$4C8)T9JJt*A*q#3c>wdLg^y2L2(KX(D zK!<6wo6o93xAZU9RwW)eZ+md=_awVQ=MYK83XHw|ucKnz7}nkPfuk(!Czw`BZAvikJr%m3jOk znZ5)puxwcn!?dL>KO_7L?s?apzqjnQBPpcpY|W*VILMjj8jKWChxZeUFT`$V;@GX4@g3^GwSKR|#7nu4RJR=L zw-ju74l;AzA~BF>DU+^zV#GRzL)z<%Otg1L zPtjfbaoVbu)$#5L!R&9f_~9Y{<0sTEy|d@}C+?R!aNb>F+iD(LkqkaXn^Mg>yQWV9 zb9OCCEdBTE!AekE$LQ&H~&T#hBJ8+DBk62d_ zaqzNh%fo!WU7F!6jyv5Bo`>eyqRhIwo2e!gU9K z?>&@g`tRJGvbE~+|o zGp$v;!ovTyZ^yy;2ceOz>w3PwX&$t;zYEq?`G4^{k)#{CuIJqa%DgXr1|{TGg`xjD zqzitUJk-tO+x2?dqUY|8FjwYfR@L=<+4J9gt`pDh&^9^6mb*b;_Asnf6e-hw;FceS zuqj^P?X(5YLG}D~UElNl6X(f0o_CihTm9y=JeP?!D57mXh~>xj?%;dRDf~~?jQwt@ z_r}kQ6P`nxP1{YZ?cK`iSghp}Z|EL92XfvM}NqcO^xq< zC)ugg#j>J4@nd^C^sReW|njtg7_ZHQ}H*k5kG%|OtU zW%fokdBLU#{eu_V1+J}r^8#9X#Z6iaw)A4V#Js(yF8vX70x8kHAoX6)R6*rY`HlX% zlTGOyNqbp*<((qdZ(1fk1Keq<@|^XL{cu&KuY6L3zT@Tg3E@JgrirC`XWM+(Z1S%< znPXe!ij8p-f3#O|F0*Ud5SJRP4{1z%o#gYEzwPU%Wp+nC91b-2s@U>X$Y(FpTE!{G zcaF;U+kXEy4P@VLmT-Be8|yZ$hT2!=x$YnP;j+qb`J@|q2d`>hSOZSXQ$9%gew03P zvh{pL^98+w*V+ZPtUtzZ}t+`PILbjI9$bf`K4$EpW>S73U40YeR^)a=3mjK z^{G4dY~puZGkw7uXO7pQVc(d*Wl*@j=gt2K5&G-jIP>VgIc@fPp+hl8;$D_i`SmR)Nzd2*?sdI4&eCKXdU7fXgJu~y&pGWPM3pDe)GgfI_ zkZ~&bCbYox-ra!2y-EgGC0~m+?Tg#`=#4VRt5EK9(4>9UyZBq_lQ(}qXDkyqT%~!= zuIa%WXwi`V|LhNKx$65rpMIF9*zq=KN-ay`ZkAL?5`BDYspfC1pl_xczc~(ok`A)&Ai}zH`}*eW{XaFA%W%!~4S#x>ASLbNyGt+L z&-o|X^nB;({~!MLIIftk^j4YUwW`N&NYNgy?|bX|#4YO`Z@EjarFksw#@$6ZnY;^^ zo!*d>#j&ig#dJ>+);RQC@H_az* z`hI$gzhc|ht~KUYyaT@pwxsL3-fT}^WpzbJa7NJm#%UamE2d-DxVp+mvF&Tnl)VgR z6Mn#zc~&UX&wSq6W|n6S1+0F z*nT)m`p-2Dovz0Vb{A>x+9y~7jSB7Q%U;j+xNg4SwKC7?r7x-&XE}46Ui#t}$1CkQ z%(8sikME`*`e4p}cdGZsue}Mcp_SiGlj!>{+x9U=%O^(Y9lho*5O+m;TU^660k7Wq z8DB(;lDX}Zxgo71k?{K*>!A6l)Vuhr?~_-5`Bgy`ph!5Vay)vK`+}6yS%Dkt8l;8d z&T+rKYW-qebl1v!mSBj-l6Oxv37)SM{9fN=nLu-%t3XU4CoJyX^Uwbw$-nyJYd_nm z@HWe&2QT5y^q;TfKmWjGcZokdB8~-*guqP}aLXzy=Cn4;>|^%xKdpo`YDIkO9k;|b zEz>t1XZR?qj+a*s>D`+GHyY>4SvBEAjOlz5ZZyZy?w9TUP?=830&$PJXZ^=!fJ zGR;0a&OT_sZ1pbwqFMCi-~AFU!<=wQaQRvBDoCc5<*TVpwz6DU|MV}=XfXUD?s8gH z;uomvKGoa!i)PFkS)SUKhoRGxUa)3_m2C$#CoFd@>2G5#7qHagEcup@})2!^UdDCuCYxtDu8XYap`h?|Gsgi6OX-^sI$D|kJ>=P zFQ9^j`FzGtuAK`H3r|;iF*Y&-y+~b0}z!$-`yFo1AgnT!MrIzKZ z=)XK!zSZA@p21qE&huHEArb!g)KbY`B9c}AYvyPk`4DWl>0yB0(F@$5CK<<8(Q_}l zcI;|$Uwd3;ig(}_!Iq~&BG9C)8@^iems!Y-1uv9&&cz6_XgMLZls?4ua^$eZNcn*R ze|DLxz?RjbGEj}#)1SS#ed6M8X~|^*he7eu^x%qWPG;b?Eytp>9-Mo%ULeQFM%zOY z8g2iYGIq1L$EWd~+fkO;x35=bZ#~x+Q2CdtwRZ!!*W{4>=U-LHmxmi3I99__iN&w5 zf-k9%K3>eM#rewa_nQ{?8|X~m^sN_^zn_9*yRn<2{p$AxFIqvVS$q1T7txLvp>1W z+a4Ex-@gZLK6Zgqa*<}2UDGeNd4DDOS0CScgs^S>3VRlXi|l1st2jl-E=~E7+ni@Q zdybxUEWaDXQ>!fjkM6S0? zm?zCU1u14Pex3{JmVn0)cAD7UcdfeT?=jPf$3LcPUcZ7(p=R)lR#4Ay)+v34-=a;t zIwwDcv~9C|u`af2{(D#({_(A)KY!|d`Yik7C&%HksjWYqVeN;ydQrcH{OwnNWN(J` z)&79{YIV@Q+MgQnpOyBE#axCu(;q!o=J1d0nlHYRcA0Q!$?9lCC zhwfvxl~1fVyL3&Vuw%ueAaK8HO7@?(>M~+?WdFdbEF@Q+g1GYDJ0Hb1^>v#J>NVg6 z`}%|IaxI6m3RW#J_yg`y{;5%ib$rA1&YmxyIRE?hJwA$UPqnx|w{L=HyQn$&!hEaO zemJxA$4|eHpF!orA6SQe`m^V|Pn<7*@Elat{iuXgbw7S`oJwA>b5Y_`M%(F1FRWcJ zxC>147Jz2eZ84F;Uo3@gfTFy)i1UJS%Y&-825@IN)Z)11Bep+Rqbj;*H|OmVb-b`v z2j;@-x@XTnKXLvyKd2sv1_hvH%ZBK#`TYw%A7P!}^>D){2EI^QCLJD~y zJ5w{6uut|I?VzR5qvx9+zQpf2?kX zW$%rjBR9Z27Cme3`H6eKdFT5mhB1of4Q=b2o9gdM znij|HEH6M^EywLF8N3VcJpSADaKongm%f1$KBOdJwT71@H-Fk~`fPjSC&%HUsii-i z8`D^$L^68W`MA4lj{fKSF(n&1lqF(W@3 z?|$9ia@gy~?5)sj_NGSv#!pyd=Ipue6X$;CX7g2KyDzHDaXzMNt~j)T@zCG?;RdTY zCsm;XOxE>|TVg;qvZu%FG_k(#{%se#wR~d5v!FM7HY|;76iY47-m`QYpIU!9#&hK`xBqY<+ z?Gs1N*1u1j|6Sd)95g;sXV>(hEAAtBD8|I!;89a$(;@IsqVCc2-<#$`Yn;26{?y3- z{3-VbG)^aC4{nH_2UR$l5ubG*x$U>P8C=;tyZPO&r7wQQ!Lv;CtaIGvTP|=o zPjfOfqb+)_tZ~??G5+I*q6Ire?C)#W*)?s5fmyZjsg#Mmeaq_o4fFdAer%F(4A5ho zHT5ny((*nY5#{5~v#i$w)rrCDIGT!hVfqT6Ui$M#pfa<5`ft#Ho6v%Grn8DIPlNu{ zuzWq3EOt2YYn|b1SVCs`%X+bhvk6*+v-}m{{Kd#p+mg6*%GKwsx@WnzXzY%Dth@E# z;txt2B>%>|Uv9MJtYi7xAfCSp@VZ;?>;?Xb2fv*!ndiiFd+C|^pa#Z=D@!GQalFco z;Wm{Ci+}ulQPKJ409rtU*HBsLb#sm1^%W5&}8!T5-2RI>i_=|Ns7>Oy}%6`FVJ(n;2vewM@cbpHQVSXYHO*7vxV_Y)3RLB6U9s!X#_)>&{U7AO zJ==+27AqjSjGp#xlkUZz@KbCH|I)QYd_m;RyP#43r!D;FIohwP?s*ZU@^^*DFVGO} zBxv_-s`unC$to}RKA7pmb3UePNxyM%?@U)j&dF_^r!6J6hUYi9>R1=kwMd>7mPk%b)%LvjKOsVI{R`(a^LL1VtDK)j znir&;o=8t`-`90o)M;PLe}y1D$oQW2^d&Fq4St;dHhp7o$4}#Mj>MfU zkzc?=|Bt^h7ZJ-gp9YvmP|JV-~RXWQjMd&4p)p8{6 zWN}{akj=5xc1A}<#MXH4SI~YOi}Qc}MNhS)t3YcZPN_=%lIJ=7l()9y;qgTq&h*0C zX&j|LSRPeGSCG(kh82^=Dh@=0}JE})J*SRLh;+ zdi=0df-WprG{C_Uc@Y#W(d(juzm%Gs-oxZ7p9q?I=@)1^@5%_CxMAt<{>8OZ&~`ew zO<$tjv>wVRCKjq|pE>xaBlK5htlt?sG;37Vr9K-m?f z^Ppt7-q{P+CoWtM>RnCqHvGZ_8Uk_1w)r3z_M+>*tW^E!t)Jd+08I#XEm+SA>sswv z%K6Jm=!+@GFOKHZm7o#9c{@ZL^+8Fj(V4eB^l;T~Xa`B~%T@)%ScYS~d(*x3GA6AO z^L9Yz+ln-s>}u+n&phjDpK875Nf684)_13ta{S_6^i+tYcBZAp<5LLB4i|9-L!(^j zh4PB_lc(c9ZrBu`{1KX-MI7U~o8Z}8_)DqEi)_$n##7KJ#zWQVN-rR-^Yx(C`Du82 z^yBBP@V4)E6Z?4gx_kf4j9Mk)iZtuu8q!kBK{GMGUq8(IR}r!EsJEW$`RkzWoz8T4 zYiOs5ZM=KcJ~mL7>XDGzg?52?J5EJMfyb_9-KxI>8Ux=d(|ozYgjh zol zXP=|6AYV4esii+Ex$jQ({`eU*ZuR3QWZdfW=iWz4LG3lp>^q>zf(X5%=iLM3V~Sc2 zzxvz!8J7G7zw{!<^?jG7d-k8wKwZ-f$9y>+E>EiT?%uT2^j=W#Q+Me}Fx0-TeS)ysID7iC7qdMs{;qah z4jMe%AhZ`=?9G)g|FKhIy$k>5InXheM=zugB1U-n_I1jXG53K+cv3U}1t3Nbmp!;5 zdUm1w-`)EQ_^LL{*6b-NZNZvDrZhZu!&Lm7oq za(|!CHrI*AKlYRibnMpxH1@max4KN&`*58~Xl-!xqB*SI+W6FK)?)vOi}Md$beEXo z-5{sPV&(+t5>~e(i~K>&uhSrV zphI)~_wRFLFFJPklx^Gv?KV5jHgLZHsg+pU#Z$}V3>rgE6#|cqJ`Lij{qfH&=Bb)Y z*fDu=Xc|dE8@)Z0dJCy=g{>60rN8CBXp`^L`m|at=ydP}bx?B~JWE=Z*=Ech1i_0{u4YbuI2!STp?rtbE<8=Wf5D$hFO`abdrK z&UB-0NYdK0)U;)m*+Y|G96pb49Lm40$N?U`Oxy_?76q+iOFn%y3p6rX%j7Pf7@!X- z&aZgixCCBKa^?5YuzgN?sS^Yb9WZ0R3$Aq5!fo7sk6WZO>;LPwB1sVnu17!(?hg;u zK?AByUzralmfD`Nfb=IEyE^#qKc0X6{cGp@y=N^#lAq82`=j>rs%58Q?}q=q5&rhZ zulH%c&#sQMKILm%5*ojB;j3zmxILTI_P_I#*j;Gz{kvKF&CrdNtCNzgIQHFp5@9#V zF2m}!NVVIgtIKS4623nzlf852@Ud;NFJn8UZp}L;H+f@TT(Q`3Gk)Da5?|kb+;#rz z&%2NQEV}wcDs0VN+qk7Aa-SdmaXJ6|c>O2;^EL@4FaI20alFdso z|@e*EXL_uGi;J3lJ_{8nSVWSQKrnrkoj_`KYxEVll9|Au|*XYcc?lyJ-F zSbBNFdHz`?ai6X{7eBXszEP~>r)bAbnj955lMlb&rFOJwLdmk|xQt!D0w43l?|#h} zzBDQM_PQ_Y6lRJY>G|Vt{N?%0#o50;OD%Z+_eoEF|MFGq&Ih~CKNtRGYrIVP_ljD% zH&a#{mfoFlJjU5krf#0^>_i*)lCbra(FZSyE~(e{$p61`p@OY#^Ox`KA06YZFJIR) ziOs!r^~d4WcS{YzTY7VMU)tUDWsAb!bk>*l+8+NS9e>4(rc`L3NZ?|!y7?qR0FpYm zoi1JNtvVul;?271|F2(7?gQ)N*`jbbomJ9K`^1Mx$F_LUlp5_58C*E2XR;RhCl|=4Jh(me-q++MeWKkv!YrYrMB zm;76!@O3@cC$$i3<&eMP?@vDapt@|a)6}KLcRx8@zS?W`aF%D;^@B$FIXPgRTvylq zT%&L{oi)==+vD@L#%`DXuQRQvh|=C*^*r#x9o1|W83e$Cmt9jn6yWB8c z;mYDN2%2Ac<(+Z=t=eaSwt8Yu&Mq!H=J9K%-sH0z6|OAaRI*JIq~H3L;su4Y>ypb? zfuk{8;8o!6^ENO$<;1x^Jqxsc9Jse&4k$q7rY_y=3(|fo(4EzAcUvWozZJxpu36t_ zdc3t0UU@fN>FVPs$4|38&blr6b==0+tUZ6{%r2-y*T>$?el3>&-ppn42RY?!zu$W0 zOHEqod3OHHD}QE!sF40{-b&+@H)n*bS5cpRShHm*|EzOnt-&1L;j_Q-p0nAq`(14_ zED~oyHG!zFJ0d2SPoC8~`AhYToWA7(SwWFjmv!|`V(+dHzPBc${4U=INl4-8xWaR* z^8d@%4qq_2nqBrJqWbCYw=Z{jmR{}iweCsI`^&RY_QRi9s#nTlqx+qo&(A2S*puD1 z>s;yeu${KA4exw??7Jjwv5IlW6(85EWlD%7#``PLHR}VXGf31lcw&}&+#B~_Yvf;U zu3HlS_3_!oY1O|OD?%n8zI@hr?&MjWYv#Pn29<$t*{&#*U4P3FpLFBKHtoHy*+p00 z^kwo5;8Zt{)@UqV{bS?BU5D$+7u;{jFw45=e_(b_pE{G4%gyZcU$cgdb-OR^R`%`9C^PmxekH8dc;C73*t|AAzCFe(uKoiutowoeJPGpY?guGaL4jo%z2v%HP_(bLr2sooSC<_FB)$=?kA-l9#C# zSG??{)8(tnd^fCVV`QuEem$A5X7{DtZ2_uT?EjXZDt*=dYEMPZtj}wn%AfoA_UEqi z&jsJC-d4T$LjA>iwsmpF^X?y8z3}zx&;LIftME(s#_oM4``vl+syqFM?|%96N6mHf z#6^-zGL{8RS;{{<$$5oH>dUOlB5U+>8VV1rSH9Aj_R7V$bkR-Ea|?4<>0R}`e@*it zFAraS@z>A34{avwT=nW%yIsQ{F9yaK14GdtQ8pqX{a?nmskcUFr{)4>J2Vo2Ashnw4Y=9{Mc*r0fL zz0{{P*UcZhCD&vu3o{We|G8lOTu8*(?$3W9y8LEo_iFYHpd#?PK$h#~&5NE3zKoau zvv_yy$E=Q{tKXGcpQ(sb34g9GRCml`m)!a6**44G?Ged5f7ih=!Cg)5u-GA18 z-lp((w&>el(Xa7u)n*@_n&rP%qx!AS<<@1Zeb0aAId^)W?w_7S=KJfuER(k_T~zxu z&|W6)Mf-B^zXuL_{H-Wnw6}1Pt;NN8Ru|{ZIL%%Q(wSFTx<0r0W^-GH+kT<{khIYj zpn2>1eA6ZWRw#aL=WRUb!CN_b(cX*Q|K{yI`Rs7VlNgZJ4o#HYo+o4(Z6rr>+&*81YvdpEZHYwJJxtYSuIW6g!@ z=e}&^_6?t1cJT7Mx9gLAv<2!AgnJ@1>lca`=^$V*mHRgv`l}}kYZwqsOUs1Tlso0kq<+lRsf_rMW z)r%EOS(%jb^6;_>Fr9T-HPYW|?9V)O zFT-iS%kPw8n^Pge-$H~pforiVEbccm4n1g|nRRGh#{qEgRFq8leJJpqxBJfPeV=B( ze%<@}^Xq(Hv*Y@&u6*4HX;175G(Y%t`pweU%TsM%f-=1InJZs!PIPat)R1|$uw(}N zTZ8?ayYF#W@0a?SQfzakL`vB^eb>|0Wviu24cJe<+x1o66;kN(8H<*I0!EIzy;4W^ zS)kRK!?Vkzd*;7#+|7H$|F8SycHf6{&Rzngp!n5%zYga#9K6r*WeF$^J=56yWxezd z`TEBHu}o$B4-(4`yiKgzoZh@K{onoUO_p+LR*MT1*m59Qex=jjyoSVv(>Z1z-g>>~ zGcHYUz8+mL!*T<2L;Fp}?ZJ+U&=L%Y>ODt!|6-8ayGo zQQdb-Z4ZS?NP}8;?6aZ_tUtYQC{AE!;4cy4|1z6hx+n0{+4(tr?6ay2rkyJ}&Fvd* z{;I{FZ~N|df9AY`Bslh2RT~!S%4YDrVR+D(ca-^W+99^&Lx1#JC!hUz#n<VOk&LLRR?1yAt!2(d&u;223x!d|ezEzHa)tUG?erCt* zGpe)=z0+sufoi2&5BP80$?iG7B`rUD_odyBeM)a!nBHd$3LJ~?j|%IAlbZK#7i*bu zGSTR-!;NBw+>1c#3y)`u zNWWd8J0VGVYLaqbIRC73Cb1d2b_JSNEa1IR#rb6k$fdI%pSiR@@4>-BJqBxrf;qMY z)pPEzxskDEM*W=EDaAJDu5@iI*`_I%o^{mc7Q1oVn|0OuFWiIKxb;TFr6g8RJZ@QW z^q9G>S=2$6sGKEHJ>Y8oD6{X@8M3A}l_2jO{`&PMD1Xefwg}QqbN{!z+SX+0>eq^) zq1PYY&F9Mx`X9x<_T_K0`Tw~mv&+ugo%QDO&qZYtw-?GS5W2Tv>Bl_=vca+cdtR?o z$hXQhu{!(T+u!VX(*@}?_eDq2Kv9r;t7nHwGhcF7*#@6OTKRY zmh$Q1kNtvw?t45xwDF7M<(tcHu)q56bIX0X(B{{2(@&;>(%CxxEB|{B9Xg1`xkG;xzOox=bw8$4mfyMZ};=~Zh<-C0hKRqm$jt+=j&fSC7xe-<*`DG{T=t~ zTlQogxoG!_#pIDk$?bZxqvttS3EqUXVVb5&y;&#h*9vi-Vu*6z;dI`QUK_4V09B>? zvrf#em+7sSIcVQ^#eNgSTLQ1-@2>dB&bm80qWCMQj(HjDyrN#__<5;Eu}LcxAE)z5 z)?b{k@0Wey&tLD~|GyR&bL)~gwC%&G#$hqpW zplr{Ycpq%CG2h$jJonuH)47*>?%BST z`(GKA8@+VfIcL)!`&*dVKUe+uRbjT_U*(stvCfyGohM~>OkZktJeXthQnRCN29aKu zuP!^w@%>F?!UyjuHZLIwbn?=?2lcBq+OMB{DWdoJ$L#9*h2P))ygvKn`eKj!|L^GX zvlecDel7O?zL1E&pCw9lI`+@rzVduqN%GaLXMg8@U8nFi+A%6vAm2N;Z@EC4cP6BP zoIC6G0)?`3i}oLU3yp>udZo($gG1MAM#R25f4*;9R@VNQQ`_qu^XgqPuP@)VR(gNJ z8@}7`&%OWjT(f9R`#$US$D>|!T;84>{xomJ@qKym-5z&JmsG#*sI1r$zb|)_gr7f9(=0!`D@21PXw0q<6eRbcH?R^n1Uxcna`_bmmGOt@A z)`vngeZyzZdoOujxonk+P0=K9AGgmS^p)GX5|#RE6aOT-e_C&KX@BVwbJ>q+SD#hL zC8k|nR$+K3E%Fkm3-{pQbuo!Qss|t~)-Hqfuh`awEcw4i>2JH}%lgoX57#P{&9%=D z%k2|QEZ4bQvQ0CrWoD@PE2+9W<-6_n-*t4K5xMu$?mmOfARAMDtWiGPE-P7gb>hdh z%8Oril&>~B-e<5qE7+#jU^^(@R<=q%zjI&}m-V4LucqEBZP^(L^5Nrj*^k^()2xjC zEmQtFJ9h2c%}WlhyLM&WrZ0)XFF3$85$`;^%*KQNo$bN#z0$+?ZdPn%!KgltnkQR8#KdOZiRwcKAdTMyBi-GZ+LkERFZLAU0wF1e%Abx zmcG}&IbS!`eG%IKz0}V+bh%cq!JE66OYKb_pLe>OE?R8sWG@p}uKwlIs~pVt zeeApLn%lZ6OY@sD`z~(yk{G;0BoWdxZI$QUcV}Jp{+{cQ!n`hEd(`fkOV{t^Prf^E ze%tf-D(=4p+G5`_GcHY-^^3K7@#e$Vf>-^DxqkS@{O5xA_Z@!x(x!Ex(w9XG*kA;+J1oHGZ#4QRx?jsvwllNyV7RRj8iy! z=De5u-~QDKzH(^I@@>_E)xl8_kB&0QuDR}V|61A7^3nx%TlM^nMIqZbtUNCJ)Nj~s z)nL8$rb+PZB-s_#sgRI3{B+aZb;4`rdmRUj#mTR*UVHko4=ZFPCI8-Q?2kSFZoaBE zJ6V2(`r4K1so-uC=k?;v4hHX=c|n~fs{sFBUfrb{M&Lc9r4n1LB6f55ZCU2GC2g~B zrq$(=g)d*ZwU(>$_lqA~)*&;3LwwBMW{+D%%+U#W68*AUf z8||`w{^h&#{`Ag=G!cI}e0{F1`)%O~@cxZ&3s)|&GjS`e5;nRiW8>-^st#>g`W7<> z_ugG+ZU6cKxCHQ(mwIItpShABx-yIZJ^NkT1Co4JQ>TO4+jhbc;IWZI>e>+rNA#!U zfQF7_i(l!zJ@Eg^%G0%8u~}_B`+wFk$L)XiXQ|fKpEcoicXl7&J>~O^_GNO#Q{Dc% zoH_j1_b$)#hFRAm3nlJ{b(Q?Bm^{6A;`D!(ZIjP_T;h=4wy6X>{C3Oa@YMIyZ`2>w0flo7u5%rVlivUul4{&^)IVi&I`^U0!zlwAb%# zf1DKktw7CODJRjTvOnhkvN`9ws{P>`&$)m3rS8kEFIxB7F8u6k&Lz&wt8**tmVW#* ze_x&Lnw8#lfybELiu)F=-(|QruK4}-+1pnx?43A`*W+}X*XgzuM?rnE_}!o(rR#@Y zmFHdmzSvrgPTa^YBoPrcvloIc*f*9n(OwrQHR zRQXKaH}4)Fui@^t)JKrg)3l|_$NE!|^Pff2mbR75H(l~O)cM}BRx`KUU%%DWW+yw} zko{sZH@Ay-VbnTD_GkPxh#$W;uDakBun>|IxADKs%}O`gciDgGyc|At z#%XprTEtJ&@^KJYzkcXq`Y=wNGGfaR<`{W8Jxk6$-AyRMl%u(sOf>1K(u z6>)rF&$(;nmmPS0XN%?6^#4V-e=naYYcS(gsr$dm++VXqf7r2~6n)~`r>5*KeBz?Z z(~Lz$Q=sFV%XS|9DOPrU?(}PrjLhZqG~<)8H8(5c^i$kS!KRgtv*Jac`1Yzj7WkV# zb@JJdJcs7paE1*dSH*=L*dDg~^^^ZkAz>)mvMUfe-ubcotT@-Cx=?}KRq008uKeF- zeDjWd(t%|+WV3uB5n#Lj)!}lH-LF}+?Jt7*ZP#V9d?y=R-wfFs`qgpv>zO^uz7ITv z3#b0SDPo`VBE}ya0k^JH%5L4o^yPkSML35rh0dt ze8|eVZ8B%RZ*J&U=cn&q*xA(A=}Yded(%GU*7faEcem}i%Qe5})|dTBerCtp0=CY4 zAp&vUtgJsDuQDii`GR|~Tuw)q$yV%y46o~W{9oO)=Pt+mo>yOtz0_tWJFa-;6H*H4 z=7&7wS7(!W@Nhv1sF)LNndN8wp~$iAJeN^T#Ds_8td+aD?IgdyTz=lq?D%W0DsdZl zp?c`H@Y{9K_33ob|+UVah#kFSXTTJ;(8=Z4kI;XyDUbfkHp^Z*# z?yQ3*bvt9z{~!GeDUBfiNsJ}a+vQQcN$m}h*AA?j-r=*|xX<6(Zu&^ehAm?O zf5?PwArtmpN|J|GGV)t)-;93j9Q|RT?#D_0Z;JeOsMWX)8iZeFIfFB!{O-e;K+piq z;l&^9XZ`!@*50TsKNbi zMex+j_J7MWcNPAaIWL^|@B{I+zrIz>-fi`LeZ1bSZMlDbJ+jW(`#z3)UU=!{?>j$t zTgq(s`f=;qs*GJG*YaOi?rPc-dH&iD=l{GJpuxZ>@Zi&CrmgeJu9(&-Z{6MYG#}DG z``R3J{#xb9vNf}9mOLw+d@*}rx<<#--)ettmcK2X9C+^E@^)D>d%n=mQDv+BdC%!v z*wlS{@pXOSw3T-ICz@^Nt=v3s?Z$a^zVkrCYgx9@S+>x5g$v!%2_O17t08$sAj>xT zx$5iB6?3j{U4K<#7Gr%_X+@Rn8>`;G6=JKumEURA8`NI{mjME+Y;S+u+}1PS zlqHPoDeuSTi&B>|Z*4Zdby@$J?M)fG`Ur3XPJ`b&+&pVX>6g=Qt$x>E1?Oq=xaOtx z^_MPvp9WdRd!604y3DP*Y=N!yBliD`!RdY@e@OK#6aF0;d+(asRK5VG`?DvHEV;pc zuzDKgI1#&ydz+1$F4*U#ZnFH=SOtzTyMXtZ?y@>ZQp-cAVf7A2*i}=6EXE*X+sRqq^fOK1DMOgnl{Z{JP5=d=mZ9gG$QGNZTBzczik!gJA zc7UzBclkcAr-8sPjszrL&MeslaV54^LY z*=+k}W3MgDs<#4Fq4PoVD}+olRO%AXyfPg(m&^iTy>s2Yn|loRi6LKm*w|A*XpkgHvPHv ziue2X=67x5cymolLhU}9EIYXU|A!jmzS8LMWUtCKmu|1xwoWmhZ?iGqX6E*rg4e&x z`-01T-i3UZmq^O(`t`JI?%(fy5P$J5W3 zS(B5pN)tN$lRHbe?(Bx$?>;bwgTwwy^V0geC*t?#?w8wb^XJb!zU>R@tM|NX|7>DB zkNv&P%PT*uR~-(PYMXqzwEUm?9ma}^Ju7c5v-i)uYOrTo%bwkbZTH89r##l(%P=R0 zPhDUdc#fXiY41|c#ljtTOTX>sw+A<`cCJf!8E^i{{_Se%s|9t3N^;lz(cg7n&fY$8 z*1PAznQ!9!H#bU$$i`p)x#mg)|JNHKC)cwU9(cAp*hKC+PLcWKFjs`zswG6 zN%HxxkLEnL`D{Vme7p7f4-VevtB-B{^3~v3p3lzgKh1~uAAJ6>>&(m9W?vuw`1imk zeB$=qcQ$`)sS}@k_M?u|+cdSdqGju2Uu1`Wzg2Z4b6;CV)SPQ4%l5~Z}%v_Jlyv~)a_{Bp0$j#dOv=dKV|aSjmlRlKpAbG+lr4SnR11)iMwC-7#{== z=dI>2omckcY1fwdp-cX5P^#+;+^CfQ*=h5{1(GTm%Y>#t1_HYRII}MCT#np-XPxmq zn?s;+&REwMTLP><6}j#@uXU+5LU8}F6%iA+&s=!3;v!F+$>o^~b!snwyY5wi)~~px zcHA}93HS*fmR+ZGrTf;z>DrU*S9|>1pj0;zWM#1P=D?-@WPQwzcLjvbdU+*a8mJLD zD{GJPMTW)yr`LhY)RK{ch=1X8eaG*4%meW7o^JycMrE*M&}fwR^eM_x!xA=6P53^$l*y zoKvzbU9AHzyNZ0uuIu`J1TSV-rl|AxwOd?H$6;^Y!itTGec{rd)WWNk!~ZI$sm(rY z37LF7+7__$R`kxU)9trn(_;?wf|Fd^h1n0^o;c0B(mvbcZ=&<7c+)3m*M2*;_S=K7 z>Q`aaR=)6-tmWgk>&vd+JbfLO(et)`-?ZhzglC)EOytd${0w!zcO@(T$}0OhTbbFl$pXTauL)uB-t9>3NozC7HvB;NFi@0xFJYku7~ zRGa;HInUnKdGN7r?}N*GcDKqsV}MT0X@ynidvWt-+Gl(GPISHna_;JH$5#JxKjUL| zyqM$bDo7(Ge)q2H*FMO;IW6S-I{!rdCD5p8xFAHc=u5lR9^VsPcg2T3IlKDXv4C$6 zLaSeeg8GnQEmh!Q7~ZN-=AOE`E0B?~wJ`|9@>zpV&fwKs6pzZlz_GPfP4 zYIPO@GRv~}^if^RGDmc};*r-H|V<*ux}HSzz-(61_0r1A4S`t)R+uLIS;BaDHlJ({-`Dcr{$}lL8^9yQ1#Af~Uu~Pi z{wMILz*&os1-p3|c_m)heqq|l$dLI zZ2k9gv%k9o^NZT|%%ZcJ!~4v6GnTNKL^03mm-?_w zn_c-I+l8sjSEn-1CVw|&8Yk(lSSqt(sfp&D3 z_>X!1V)8RPu6M!IArd@VmXZsb06_8p|dypH?U*>}wo`{UX{ z8YX;kygU;$TsEuj=9jMlr5eqJ(*xLkwJ1*mHQ-YP-j#qG@RD1s@3JSq{UiKKZT92u z9!V_lS>fEBo+}pdUfg23t~HS(hh^{e+6CJR1>TiHcM$Ymn0M7qV!K5{w9JZVnGQzK zWUxu>i)rDr&1&UqR#&Lsx-RaWal}E|@$Dmrw~rKT)*l|OZY`f@t=?d zUK3$0Sj&n(OYfSlnfDi5lE2exQ@I1YtU_4ruX>N$8K+&5TXl?4TZE{;z|eX|AJnJ#p5b>MZtL;cs94x8nC5iQfJ% z=J|eR?ZO?N8|AOKZvw3`$(6Fbe&*e-ui+lB?t1PL*~*;?_q@cog6hL2{0e8SygYSr zZ5RKGQxjjEn)u2KnlNWS>)F2KR&4o>E*tPvC+osZMLBlb9n+_^Hkr&9UGg*3aSN-h zyZK?kUC#NH=`Rm2`|;4(Roy#$wpoGr&FQRc`}rP13Y%8}r!Bc&S3(=hRvB5vCRvy7 zhZ*0LdF}8%Pk!aC6!18t?}EK=Z-26X0hv-*%{;f+lB*2b0lVtBdG_Lsv+MR0^>I{=7(2>vs>*h5)nzC3F(kFFSBr8Z1K1CG}tD;lb3ETi(p@6 z;XCW0-d+9euiwl!`3H{hb^IX(eN7MG&0Ut~87#}|?Y^WGzhRzh1JZVbUCZL_3hh0U zue{rJ{QhC^DB)}7tFsp`Fo(5w-PZCStNCSJpg#NY_n<7ho7vzQ*xXwxbG$R}Pust% z0$kUJvuoMKXKv(k1rOvd<8xNE&3?gNy}J4P9JBAG8&j>b#T?=pa)5NwfYOy!Y$D)g@;?er{UAKRZc&#;heTvo3FIy>EMG-NT0~VYc0Q z0fe&8pG^u{x=jp0(=8v2eXUyAkX}6Ps?a#?#+=167gHBZxb-Fa! z{zkOoo_Sj=|>bYID300Gpt@dqZEz>plwRGuxs54(eoH-BV%x!#Im#JqP z$6vJXPTypCr4ihEZME7^vNiL|*F*2D4*v=UPxF3h1a*Ofp$=Jl=WY~dZGO1p9ml4aP|EU&OH41ZEH+uaR2)0SKr=lUJ>JL zk{BtS7Cd$I3+ZTIu$FR-U%OSDwqp7_6Hon-L!zTC@u(s0)uWA2EmH$tE_3n>Feq8^Sv(NuO6m5$R zEwZt{{A;0ne7|8%;#tf7@WYj^LA-}6TPOaqJA7E%_I_CD^tkgU-=625cjrnu@5MQ3 zxpS8Ncb}Kj_cU?)l*_QyP5b7Fb3QfP-4@AD4QghOL*F3E^ zJIXKq$^3*BV=A=Q&)7Q<5Q>aIA(nuWwdX66g7MDDt^ z<#=fJ-F1nk_rR@obN0OpUtQ|^<6l~LvZiv|pU)ZV&%NG~fByNitx}QaN-viuU%j%A zyY6%D?^zOIOH1lr)~?<4sQTfL&(S%tp}GG*&)rh>d+F^^m)Y$%CD>ohFEqR{mK6M{W`hNrz`uP$4~vA`t0`O^~aS$ zcD_3IKV#NGecQd&drq&k+&}YL^8NnWZ+Go%{v~fZcXoTJ`M2lcH)pqN@|>OhI;ZFL z7vXUA*@yX`@s`d-^qu&hm0e$Jf7=e+!O!L>oeP>jS#n-#l3ljP1FNZR8S6G1uDfjS zm9oil+VMLVd7my^H#xU*;mcRs?xgGg*sn8j*RlU^K9{guY1e7{X+JxumgP1iCLT*I zJbOK-hvV!1NI$dV{4!cjpq`<$qw9*hMe7Qh_A3U({&aPi-`C(aLDleodT>sQK{B+` zHdWd$TejHX@1)C<&wku+IddlO+-ZeGk0xXc-c&PmBmeP?178&#LQ3n-h1XPX5(Ghw;7Bs^ZoUY-LLoa z*ShLh?O*q2?6a-C_GqhD==Jc}`-d)h?>@fz^Q~>GW^Gn4y>GT*%D=|umA5|c`g*7A z>e8CcyRKg7$!9e@cX_?L^-UR>3g@}$&NVMVOEyZjX0oqNuh|*9y-w{2Wazmr;Ay6N z+#B#xcmCfG*%yCN&MdZ@EV!Jv$^UbIfJZa$IxgRKx$lpE)movu zrp{OSL$Ckj-~NRK{Lm#oV_mmMU!VMO*}v6~Q;Ku=zb->0YSz_vOP{Mt+dvXE|JP-nI|`w# z@~;bPtzR4~uUctyQ^r2@#hr65bDlz$qy}%8)hR1+hPmd_M9{jT3oGBIyfpVMpCwnm z(t1aJvBl)T>HmUiHd+32-MswIg%Zd*!sp-feylyipnsc}efqhFJ|Qt`T6%9!yq9Bp zw(&<|!Uhl__n4nq`qJ#fK5pNB&i}6t>OfvLfb?;)F7IocdPXPUaLK~u%nyD9cg|dK zWQ+2C`+t#E|01pb{apO`|1*urg;V}POZFzwYmvXLkIs zzijHFzDs<6{O^DBoxA(amgiezpRU*0XB)Tw+TB;bu3x^t`cBCW_U|)3u6z5+#3VF$ zX)(WsrtSTCk6#}Dta|st(_MS_%G7M0ax%hef7*+b;vA0Z9sItK2IZ{H^^1N@XU*CX zP;bSc<)oUrXp#}{ElH=!0*jnC?|43*Y(CunMNM(?#0mfYtvvax;?K&Kl$Vh3oGn&= z)WD&n(Lpw45uZ^Y`%JgDAGG~>+k5ZI{_~$FWw#~Y*dSV2Xm7#n9KQDXplTAdGVhj% ze^0#FitPW7PhV#I_hWmA%C-=dZBq+Q?6YNSfAe4TK)!Cy<%fp%)yn_e-}hveL%XhKzMR)Z4GwVd zU)o?P*2HyW8rP9+g8!QK+lK85`Vy@ht63GdCn)EBTIjZ8eA^P(qmwTFTm16yvKu^E z?4Vjl@}t+qy}CA`0hTv{z-U)xPx*Y2R`Qbrowqcz%4w8U2_u`a_HE*B0H4 zmC(9wS752`Jc)aaeB!35pk<1?5Br-cdhgHNb@|H<@4FjoFSo3{*z!+4bCac9wAJB_ zOJ_|0Pf?pKp6~GS>AkSF_{ldxi>$1-T@l*!W%e>_-~QcKWN(|Z-jHIw(ZrPV(&X4Q zEeFJIi$hzb->j3~-*60En#{J|82M}Zvil}?Gpp__efMDB&%M`v*ydZR&3=4vX(!3k5Ct9QPciBt7%a8R+*}waq-RgFB>w;%di#C8mr6O!u zR^QUqzQL`Zt}!UQ*-4pV;{FAR)yZxO$FH^YZ^k%px zmd`E7wF5Q1^8Xc~dQEckIf>1DJ(2ELF4dbIZT3!oxDm2<>EPk2{dd+y?>`1vAT)db zojxt&X?2%NmcJ~VzN`6n+J39#{d>x0=Jc^oKR5sNioZ$V9_iVJzQg-;|GU2Q1WnxE zmDk%EkL0_v@ulA`o_es}%4+x8#s9kC!vYWWW6Q4Vt}_4+4d0d56ODjtV*h^Duk@H- zX~J@=ED(wS50SiboBCmPb{N;Oj?y}>tulnB3p8M)eaQ{KS z(kp%&zkq`9iXSKlR}~6PW_0@>`5C-y`rZ3!w>05CO8%X;+$wpw)rMf%tstZWt_@2U zziRSMUA+F!#`;U!x5mD_dtY~IFx+j&zxn!=y7~QFJ?Z4Likz3cn`GzK90T{UgPXsv zmSCt0r~-FJzn6R86+ue9#ldq6ga3JcnSA!+jZ2xykip8!SC_?d?PHx8tN#DPTyQ(B zynaWB-$r=yy<={9RnqcleiS&&Pp#}br3oA5Rz0v!Hzu?jyd23s=GC$YXi#MJ=hhVm z-`ug1?@q|FJgs2!qnE%Xh50JJ{`$f@GSzLhI;u1txaUI5Bo zyA-+5i8~nVUQ5>6%GP z%0txlJzW3F!)t1!*RB6qY@hr>h2*YV^qs*}p%B&%L{2ijU#fMX!9XrY}46pe#j;%ScpoW*11%^{Vfx zsshcKLRmVy76ko!xng?4Mu?uBBECp^GPF){DYq_Dat-#W^$b0K3M4sURdLmF&qR&D z`#VH@UAw@NdskEif1SC~V4Li$E+*eZ-cwqow%bH}H*S;8-5vaOLYBv_KTiKL`>T)7 z`Eu*upU`x3z0_bIn5G@Fv%8vn6I<2?U2pcj8L}j&Yo&E4|H^A2k>^i|?40}M(0_Ct z+aNkpAAqdclBacP7bM)Qe#I&9yfS^cMEu|L^;Wy{HD@Kga=kix)p?)Rjc+f6i14Uu znTTr6>S9sYn{m5$+ufB_9;Q1EW>5HW`ISfGFRi_9eS_Qi((EIf zxc@_voF6>-+$by2I+^=NbgtJFKUJ^g5wH-CsBKvE=dxJxwI{c`Gmu;aRr9cMF@W!|B~jNvO^N6vht2@CJX31^r6 zx$IakkOZ-)SaUv7aQ_Gqs^RM26}5ET`i*qMYLP<(m!!R}`JoDmC3U^O5GYvcPydR5g$2*PC#US!hRuNF3-$86Wfid0C(5?{aB$=U%{zZH zr|y!AiL#lhIWOsz-&N;T=dxN9d06A8Knn-y>5mYxdz;TcwQ+et{1R~CuxX!sv)bdT+I$xR?xLl`fVjB4M~(P)A_$;tCT-yd+1{Ck0D6Daoc`4*m9FV zJSe!UD%66_SH8Nqw8CpeX36s|`&gO0{{>#{a;8 zslW2oay`}%kbm~X-B#B>b9B-C-81|2R6~6JE`gN|7vFM(E?fN|Y~}0cda5C7-a-QG zZG$eib5C>h^fxQMf|6;e<|0_?nc5s}AS*bN8MAU25j9nM! zfigmG^QMxY%ik{I&(a5rbE$^HOZr{1E47+J9(q62D%~oazi>&{%Gn`bUjzlIUJ+sY zzHY~xqX{?WeQ5_5KCxb_;Dt|#bxU zuFzr%c_?u}DD|r}_n}{@(xlKxxG! zt7joWM-MK2ySvVwSabe#wIu|3Z&%*9%2T3clvMY&U2|?AYWbn;*Ms z-;%EFdZD1;E3KNk&Sc4oKG7*`wmW!2JVW{Qm_wlzf6Q&(bt|l*1VTJx!J>DUtYV+u zsI^k#-$5X+JKz z&7DvI%5-e2maKB0-lzpBt9sVGce~zw(KSG|wD!GGfNH3%p>cpKsMyh-!YKaCtv{A+ z)xTAnt3euIO_IA8de`09#yQ=1ebDvAryZt-e0^aA(X&D-?MGzfRRiy4xtL=sK@Kj2 z+QXCghRwX|psSy1sjZ>0pX=?s5Kx7D^;PPPg2e874vf137N52dMGmxJ^Ib{7g?GxU zrtaETD!F{oE45JDT|L2`q0L?VKQ8ATJS^?^@&c0m;F|y9*}E@JDZdAW+Wp;Y7Im$H zmQ^e4qUt=FO}nGS+4xL%@q`2-YH+vhC5xkvyii&(Y1h7T$rY1U&6_E?V$mzb(B~nl zn@yIi;M+I>BX%rzEMpE$6Kr1XFf~y$G|2Us&+WV|Z$ZWN!PT(}5B=R&cPTD)?p?PK zJpQ@&N~e*1m6wyf+gXzj4~GIJk7dsepi^SD>Y0^X*10WrwMO z3r-2l`y9RM*R`b!y0(HenMR$R@pOJ)V6)b@!=RSJc0EK&HP|J)!iXtEaZN0!RA|z2 zPJmSlahdwOH~HD77il?LPF*+$srGps;#Qz#(^E2am)8v5ry)MDw6j1f_M!jt6=hQ< z^V#kKl_Bt!kK6XgA#Mz^i!Hzg>8}D8J(g1gk`L`ow}0TTA13=!9aQwJFcJwtDtZ>2 z;s{6;Sz*ND`ghu@x;LAev>+{#2khV1-7(+Gla|H>4j<$a+hMBU0xtffD2R6sbFEsj zEBNb#RhxfZUN=#Nd%K{;Qb&Hhry*@cTJU!BoxWhngDZO;g|vx=1bzjVrNM?@C#(uS zS|DGL_^aVfu+^6rpkmK|6+B&owG=e33w;GDF^#4K8Md{p26RxPg4wm}z zAjmIOV>zN~$hP)NWnF$~?booCs}H8W@?MoyFca*y;#Y6XcNon6a@^kAa_Z7Ks7256 zO-;cMt>!@N*#xsE{mQ>vmnPUK&4Sva3Ad;9;9HBSQ_~-4`lV(%iU!9AU2XQZ6bofF)jD-Cu{364C4S~C=CXd5{KK)K>N*>@hP;cP#qYqIU%|*dhaIl-K&F8k!0cb%H2?ddE@P(WCu+pq9(>r_aVn?;hBlkqwljx@HE6ANn7ULnbXr)5 zVd-Mq_aU|m(xfk_36JA$pgd_XHHCDtLStg8<3Yp%ZXb@KGJe-}fVz>K!~zoyu~ z%&43ych9GN`X=Pc?nBv{Q(R%K#dowyYd;5t9lZr9tV}Jo#UUAitW&b@op3~-ZPF?6}cCw2)Zo>%v#^2x-yC!#hHBA&9W zDdGyVWa_Q+4!ye@+@#;~Rx$MT+<*JDW$s0l)^(P=c(`=OslXU`k#P9-LoM}k*>H#; zxS=$A`XjBI#Ua)Y>kqvDB**-H3ZLzsDdC2QGOlg=MpQxS+DxDQ#Oxp9&$`|`}q1y2@DYnXRwVf%C? zZKOuRhq4o=I8$1qt=0xzFV}YsgBBt$c0Tj{^-lD}Dv{Xr?=&_Qi9}ji=wixf_OSYY?q{hY8&R)yx4B9SO04_!FLnekKvA_(=+mPxkm))hax z?uY(geMqX$N!xuPatu{iXFO%ua%jEQ>MLJA2yOYY2$p!PYk78++_?CSt1n2~edW}} zSKujuZ~glfQ^l`v@s~v|UDtL!IP2&waMi$Ewav5st!Q74uwJwEQfJ=v%WohT3VUR? zePW7!XeP4yN@(6w&28Yc4GIT4y;+vr?opfcCVUZzuIyTCb2JRz!~$s&dasf5RCC)W z7Cl%u*WrBHhNp81uI!d>yaSHcZAnO-ll=Czdk%!{Sp7(=bgRsT;GCzKGeyCDp|joV z>ZeZMEAiLzLU7ho&8?rNAj0lN*_Bh=Sx-f`ep({)a(l?vv)(I3vv&u7ZJ76Vfsnh! zrn57u=Yo<$5OOSi0BdS(|Gg&Yda?1+uz3@f_inqJdE0rF8B3|g#FC2FhAS*;uy6DQwQ#?*lb9Pn-%)fn`}Ock_}HS{x})MK^JYL>hhtrM;|@nN<$w5573!^-oWF zquKu{e5QLE(Q}g)M@nnE;QFBJhrK6;E;!M(6&!l!o*w+bwc_d3&M5US3)`kEt#+6w z8Vu`u=C`kDatPZo_k>od?Vc@{x`MT5<6efGP`Tvev^@c#t9=pMZ!{wa~H zr`9l~A}4c@9@e8^!CKGIM&gTPZCumj6xOJ;+TrvXXjk9ieArxvFN(6)R?F`4dwJooH?l>c zeEDx?go@;_U+xcml~pnG7pP@xy2ruQR8$aVr; z6m3EjMY|V;YjCu0l?+z^XF;RY9y5`W!|^qX62bxvS9{#Jn7{JX?&(I_*C62?SFbPB zCv)}Xgyo_eE2|vN+r8rFIyCX_B$3TsQzBhYtwD;W!?z7rYs?VcC%Z1_ z`uVt1Yn0Y*hV;TR52~J&FG#!=wPntwM^`^!vFePL7R3JURkK6Bf|DKJE9VpJfApl; zqdmF0<>I~8BH8r#cHnA_6`>(lw1TpZUYQ>9^{w|xPy=e&ihi4k;%Qx8+J2cA4|{J6 zU2+3fl8d%&KO7dAuzJM?upqdBd)Ry9)HjxVetr}Be${NNs$KBm1>>>@$R*JM*&SU> zF%PYeX_eX@*mA9FrF3Zd%2$l^-_1ei;txxHJbaqro_XGh#zHtv^eWpe~YXMy8hVvXQ&cS)?)CWR%XCE9o{-a z*S!qf-EwiK)+5E#;oBcqtNaKJ`lA(CHf$!((DGZK6|ZhP7Tm9&cVb=kD|1 zz~0r^4~wL!k7rxgO=aEh)fJz5YQ53gJxP#}28Z)?0lO7tyLFqF{+jt|wa-uF)=C3d z%b}^(tFL@zxcs#V*8aN5d+n9Cdzs&R{h6BkPfY=t2ycGXfc2aLTQdV(6xr^Z5`S`D z?X?Q$e|plw^S&2(b<4$fAxF{U+YeXkd=Qlj+UphDuYWXrW?1}2aLu`O-|rWDZ!T3n zzQp|0Ns;)}uJuMo!{M!!eX{#bF~z60f(2_mLqS@7Y?nx}ALsNsJV|`-?&4)Xw1R6; zi`V$n#`PcOd!bJS^%1vwS6PShuVmXA@rqe5=cAi^&m_&gr>4ZEdaZ|hslvKy zD(lmeU2&;Vb>O`I;nLZgk)URW>)*=wZ|@dqO8KWjoQCLRGQRr|D)xh`J0fi5>)+EK zX+wsU*}uq4iWAY2xu)Zpe_{gBfw%XT^CxDRG)_6~-Tp5xGW#%!Aq@;RST{^%J#fe+ zb?UBtjW16f^kEc(G^Ki_RU!@vZax~`49>F+Q#B7Dl0&prLnzCEQ(Ot6TpPGpBj8cH z+O$yq!)~7qQV!y$)^j}#M;ht;`1VJr;2*B@rg2Nxsl9M|4GKNbG>F6bYp;2BIsCoa z)IG~T^CBo?F8l*8^^R?S9PU~mr&AQMblvgkpR_?kijTd2PJL6kg?0a*SVQsJBTftd ztO}?@j;H&5@uCOUZ@5r0b(dWHsr55j4r^TRUNHR~w|m^Brfy?Dko!=Auf`e_5L#RbqEYqGapI3l8N9#A zu&e*}ayJXiXN%D|s5K=))N2DgMbua~g|ZwxWGoiG^7Y51EZv|+(T|`e)#^UZgRj^v zd{#bQt)AhvflD<4Dfk%QafAu7aLcEFa+B~mM1^a;xLjmvpUJ8R8em&Mx?rP<`(zJl zeNwP<1shfC8LF589x0YutapL2*}tOgh^B5;h30;wLWn2-`1-B~;jSN7J8^FS4KB;Y z?P{2?)pkkNX4y064<(*$QolV9)C&Ey+UX~}zL2=Tt^U=1#(%%`|8giFWMbwsJYnJb z`I>b8-r}DJ&aDlUm%6ZN$%HFGbp{Uu{!c#s-DtY~&YHrX&psJXEj-|B|A6W5inAr* zB`*ZiLnCAEImq=`Fh}30G+FgYR@X9O&Q`wP}#1KKDUvdcK~0uq6APZ_Ig5 z8?Q}R+IcNL5%Gbb~>^y-U#KKgX_X}Z?q zj@@-f=E@WviF2V6U~C@FS<{&pD@%iYYKn{=)pxLA^VH6mdpq_N|2)vmKWkpYQOWgw0&d-M`Nxhs$n|Xh!MZ=|){8E~ zIQ~6fBBvK0X|Bt^J6Ct3#h;t~pMGwbaY_7clE)D{l|?+9E}0J`T39B=!wg%md0Szk zcxbX^g6}`hX^tK)azZ>SAL=V83hoyd`Z!xruwG1PC4Z-iGt)z9s}he5Ohyyf6&<7A z@A=BO$+xQ8b;FJ&`x_U!wzD)BDDXQe)f%f@`VOJaJ1KovoS5pNu->_ykJIhVjy;8y z?3DsSO*>{B2hA6HeHuNbEcu@8G0VudnjS+*#?rj*6GOkZT)@kzL7) z2??QDd%hlvejj7Ep?I;^9s2`GbAuPi=`>GBSi}Fs(W4{&gZ9s|s+5jv$A9r0&h6KG zYQE5|%6n4H+ylCDC(E?|3)L9t-9D;!?p1E9{M`fBy}g!hc5G1<;?~sxVcf&e>6^8bZ@2Kh8HUgxqGD!uUzp4h&w`v8T>$mTc`=GTTqKmTj8ji3m9(nV3`YAF?&~S)@C!<}fQ&>aa>n zVGcJw5#qIRn;U~&ME>3V-s`T29lQPJlhLfSlxBfsJ>8zU>xE~XzP#Y&%jFZl2v=U} z;*&LbbAdrGKjz-fnua%DBBxh;^viu$lB8~xX7R^FrtXydhto^fFFgNs>YlV+9@+X& zx93)^?4KPZ7T#WNaMq*#tanoFwJVvKD}QpX3#cvmUwZGW+Lf3KTYKx5TW)yCxN0JU zsQe6VtCAB14X2*)K5;xz(4b|#-n^$x{ZLYN+Jc9j8+ekAeV*~~PsqQf_+@NfXOATR zoK;Y8`-k_>>EDiQSh;NTNsH`{k!7pd?)|#8cCBXb_uOq49h?72#eL;H(;D+i-stjz zmx^m93W(kR6js0!ln^%WM0Eb1ujiuW6>hKbPB?JsTf{LT*DWs=JQTQAz@c4#P(R&^ z%k-|tvSnLe>8$qt={r|Cd2T|`+=5M;1CR3r+>D5y<+WmGT`g~ssrV&F=8A1sqSr2w zdA+|k(XyaFv-ijrx8$h9UUH6dHgh5_DnkmixyL`-*c}MUFWRH+w}GdrEjjA2;o3i} z_c><$IJ}_Ko_E%d`%TN(ce*vj{L$97D!H)1%IjX$XM_JA?fLTA=J&_|etCWbN>eJ09 zuqz&p-0)`4zBs-hse?_y2RB$9H0qE%*TkECknKj^+4{diuRbrZ(@>VXU!b{v?P1AR zR{}q6TJcyeKQ%ta=j+DjHC&mIOz#>$uV7PLvPWchOUkS4?K6#}Zck3o_B6;lx~a)| z`N3%m?uqB`Ev$V0iLt0BOHnm0cJD^hMH^*UqWPM1*$;kV-@`BYVL!LzhW-4K86VzG zcty&GWVV6V_gJzt?~ou%KK8V z$d#Qp{ou6C2|u~(w(6h!I`!C-Z@C^%-%S4$-o1Xkv8t|~e%+T6rv3S$yi5IdE~_oS z6v6+;Y^$W&HE+*t`>cG66K-!#(2g{ir?ai;@T(aQb!MEDKG9s+wmIQu+U7Z|(dU|U(+^(zZ;%R$nSSM=vbIK(R*0w|U$|f}DcHHLC zdY|{y-0XH(*>mr+4YK>vZBOlQd9^-#vhTNbZ)aKZ&XQw}?ri*6xPOr|JMZxW(~=X^ zK>23f`>y6nx0u*d&0FiIB`2IV-0)Q5Mw;1qo_kx3XQ!8N^8UDg-uUPKv&Ob;+k}{v zbK(vf&PcalOZ#-p`u@(Egy&!5B+nQ#F<(EvN3VT@40Ci}qwetoVg?4jf%;G9FI(|H z$?aEV*WVYfXD+=VV7%`50lt2lK*PrtY-KXc#xOs=XY=uoSQFSTI5**<;bRN-vN_Dw z4|eTrbEtjDf3bbZH?do<8b5z^h5P+e|EFrX$0r}KnqT<+p8L<&4Yw1V zSNzvg)%ko~?Rs&7x}`yw>e>eqM|kdcHGnhDr^dOzjUra)=xp03`@(-pUva{5%MFiZ zZZNX1<8=AWxN;wP-;Cw@Bjl=;aLvn78HtoAP3u#P-9yUlY=!?CXlH#`M;yp_Pkt+eq5So8L6 zM(x@SH)bjF8A^KSnG&a_MLb^0@@L;Sjrz0h(*k0Ao3jIc*{t7PWXn}1#F{+u7$~IQ9La%IY?T`p zmoL{jbc%o4FKe(Bec)p5s`*2q+cR#hpUZjW)j9924`zN|`^ToZZp(fhvu*tDUvt;7 z-KkmjGIPUZlN*^*Z!CDzK5_rP9(Xv@U^4%N*TOM}6CQ2|vlRf>vWF9nCvIq7boZO+ z&fNO~zQ6lgo^F|*_28B9_P6{SbzWxc?(36Wu-kNc=F_Tcw_}7uVg(xi9#45?Dmwpl zboos2*FWd6ReLsnbiT*MCu=A_ zQ-tW5`F;uYze_$vxc)i2eDeFu4bx2|{GY@gH0+S{YmR)~d)j(B{{&}=B?mvfT4Z(Q zDa&bv6bqhjGHlf?>%V22=4PtSOFLL}+1r$3-;XlCDJOFem;Cuts9k@%bL%kN-uvxqKNxo?;f_ed;H+M#|ixwJFfg(x=hA&D`zwB`UCrBSnby_WR>=b-m^a0 z?bqwY>!lWF#%u4D40)aSzf@{-?%I0ZM?1c}<}gU9l6j-bckE~zxTz=ehV#PR3UFuJinyhcU(7a1m{|d8^tnj7G{0Vbz(O85$mM<_PwyworXudIeqz?ZDoSjC2n|b zFyo~D1a`y2iJ(X?mIb;{eMZL`H<)r(w0^^TwTD?6wgLA^k&nsRQZkTQ%@x3bg zprJ>zC12WF^LtgG#zXGhW9*u}341HIi1$7RyU~(w+WrUO+TS95v~QhRc(w5Lia=|Z zD;gQQk52iO)e#+W_tyN{F4OtE@kbvv_fM7MZhk%I`YF##pSIr1lrpyE`6k4c9Qgp0 zDP-8H`I;eBE1$gIrwzJOMdl<(w(z7MoVPjQCv%sB$0s%nok$q#m3%oz)oJWa4X{`tQ@Lq;t*f z!tMv>ElxNexS@U1-R(bl8XlDY?Afyae0qaVz4iQ;jvJ;cNW_PS7rdBS2-eJ8DPSbS za{65N;r^ZS6<7$=Lj#sC zX4_W1fb+uQ{|9Usn>KLTa`R1Mtv=htym06Koqw1j&ztywdJ{3~b$<&cg+Kq3z<>Tg zV8H_oivkfDhPS(Z?a*AO7S?;2r;Lj)V#n>WMS4qZ=j@BS9D2o}IpDL(^xJCY=kx^o zb84sDXSpsHP+I1d>i5;jzo}W}pyT8R4gv4;CzxJM21ned#<{lzuL@7IN~m}}7Zj%M z2OAeZU`R2)R-&w98fm^ZCsn|xqc3~e#Y0E0maXI|^W^SmO7^-q-{+UIZWyY8z(mFP+Wm@gr zR{Y?AWx)fPh<^>=fAaje|J?Y(gIv4j`Uk&%`hczek(%w=-Y4ah4eih~+WX0WzkWZ zX1I8@;(~*}XLRbMExW(fxxcab$bpEKO^ck5^Bh0W2yIFEC2siP5Epy)8=Iy9Nc6!0 z!vYTp=EsNk9x%7Q!@Ya9>^s(d=;+dEpmB z&xn2B?p{zlXqf+ChIzpm=?vR->sB)Tza5));D6b7_Ba1$Uo~8Ke2-(&y#9jG!l#EGP3u{|NIk0LOu-3h%O_L! zKd61F_T#?YtONhQU2OSV|M{Xw^)YGH$48m#!%JSwc-UiJbnG-Z^}PLHBWv{NRhN5E zK~t)L5yX0fdqG)8wsf^#(bD<)D(b^=vp!SJxLZaOS3@DG-M zGU~TJzY}-n&E_}$+dmuX&oxz`T9dC*xqT0~K)UmZ1r(I87FP=x$$WAH zO9*-wzP1sL$^2e+`-V?DkHbTuy`{RY8@K6pUQlcf*r6LAU1QB~P@iL>e68)h8FPYG z)-TYloVDE8_Hpl|kB`jnipu;-4tj!!uE<=$?~UQ%`GtG=REv&DTR!fc^U-b1-BQ!9 zre@PGZ2KZx1tvEn#HYPl&lzxb z%X9x_a!l@=jfMu`B3}U9yPNP(AfoKu)lYx;H&_T4s99ZHl-%b0;Dlm9$kDAjwmUl%n>aM)Y97-yEqWy%waZ<0c%5U-nJlKAd=ga@IIci@; zEIhe-e%q{l5ukYZiTHH$38g0tejYeCSu)38U+3#Hxqt^pGz%VySQK*2X<(9`KPjI> zb=&0WU$TXNy`J;1X61g}E8m|pva!|Aop`Hl9q+R(r?mbi3jHZ{TJ>_$>h~YNs;;(U zUH;SOm0`go35!ggIUHSo&ps9Zw!XP7IYCYS)uXF%@$w0o?eku@s1@?ev0(F)VOC#p zH@Eu1k6H7s1?E=Y;$6gMk^4I%VNdza+ROt}&9;B~9d;&gepUSQ=TbI~UoQT=p0Va; zsB^(7((>ANA8hzUrNxAy@0TxreiP8T&!cri4G~@dpiOWLj{*yMU&y5;pT# zp2oguc%{nMB+P!WvpL}>_dY?BckPak>!eKH?PvA%ZF(1(x8zS={{HsLxC#dBs@F%rRe!!wq z@gX%j;uW{0U7i019+1!x&jO}Tx60CUn{OJ4PK}Q}wSP*)Vuf8xWp}68?&G<;s;*_@L2apJ5}O7)qg)+_R6zhl8S`=qqQ$CI3D&ac%%YpKX1OJ z_Lq6Rp7ft{<=`ebi@IOaQ~ni>!8Nt+EB{Z-GFxoN8M~^{FkZ4?)3S5Mg6Cs*PuDi*~;b1XTh*)OhL`tmo!1rTb;F8#2$fIPu1%{`xulgJ=5p zDV$ipOnUxPIp%cmU`vy;_=S|dMq@^31Up6$g`(d$;%>UliX#fAcTsY>! z_W6Fc?B^yir=M*!etux)f?ML#&A}tKWrF@6ejMn|pPyKAp@3(OCEGa}=F{>YPT#yB zbbikCEmzo2Dx@8VZ{O@^T>5N<^X$_J%Nn`v&(i(9&G$o4@EaSAHirFcHy1}+UETEQ z$zPk4D!w_YUPqam!L^9!L7#gLaxFZdB5qq?Q=jC)#?4l4kHBp^P~@ME4|vY_yg72( z6t74&?>`6giZa{XuW2sZx8V1|iE$6&gHGvv*}~w{zcBNyx=naTHxU)%+~$jB4y6M36+anU40*F>?jb4Vc2`A2UNr# z`)HnVV1J9%^s6Uy@(Od^J@=keGU3pazPuoA)%x_pb4}joo4QjDx^8}OC=y<8q#xY$ zIfH#Qf6LLWy?Uh=3M67Ic=Tl0#2eP1bd^q8$1J@k&arMKTQA#h)w;j#k~Q`W)y)Ss z+MRAXyHg_O;Af5f#of7#F`F02{8l(N<7H;SL=%bW7uUSFV0gH{DH+z|sW$e=Y&p73 z%1zdI4x6}NGxzd?tXVbPf33FNvV8sO$U;TlU$^DjzHUmk7D(S9Ep;QiDp1}>@yD-2 zTO~>-yje&LG#rq zt%n~RN-TJ2u!CVu?e7Anh~M8Hwpg?6ueCVXckq6##aELZ9#TF3mw~FV0x58AyHFsd zW9?tKA!(_HlnmSIZQRQbwqAa4D6@d^SJvz9+z%V)?hxL5%j|g&Z`L}QSF?S$?bKP@ z+b4D4;LYp**Vf+tCG(|Oc-DpcX6A-V_sw99K5=+u`$5-32`cX3v;_)QP}*XC^2_0x zPDEU6!H$#Xz=PFdF&5l<4RNn;{GN~$eI!EOD#D^-C0p7`-&=+WraW^FZrT|A^ER8g z9ZT?~p!+-7;^!X7KO7W)Ryx_FY-3%Nb8wYNj0)GWwJX7maE%!!A$7;@i<#CRJ{#3N zx7;WU8Y&m>YvK-h@Tui-5O3C`iQ?~X{o{SR=9{A%v(ApUssFbg4_vqYLYV$n{Rk%; zKTyYABxb>?u*DA!1#Xy7>gu9sQ2rP^9{T9RBl{1pZautYm14oEH-|;suZerXt?&M7 z8k}{%Qw~jfT<)*-q5kv9E0Z5E8H7%LaL5yy&{}xZ4{rJ_!q%R^(XE@eA!2EPPz=Nb zg{_*E;ZAeei#YN&T#)}`CUSk=a?NW;Di5mGZvQlU*7~gs-gdfSS6|uPia&g6`(*vk zN!}fot2!=CexT%O@b2(lP$EzVmk^*K#Z8~BYWZi(JFw^4rrZb; za;%HI`k&SJx4u$_2nQQG8}HP3h1Kc8Q$f|U`*QR4hSlE9yRiKT|0{pl^Qm5Yu3`6E=VPZP1d2$=Sf#u;ClCTI z43{3bP$>}->*?*hp6gtL>v5i?2ZH2|@B~~pf64Rf{!-%?_0!L3{QrJQa`O(mv^hPJ zu8jv5CbxyL1cS$wr!YA`uarF6v*3VcV(uNzX^v+CxOAR6o_WBx&t`7mKd>3gjBh-+ z{j%qM^Rd$lz?Nrduul8*;HHbF!BqYUldUvfFt67Wi;1miN)<2`Ve+mNFfQ=AeY=Fs ztLgqS;{zr4ml{V1{<&MC_C--R<%9+Y51*{j7a0pJ$i!_9yZ4`^%ItqHsmL~WEaZte z)!gB@$ghDqU1KC1Wo=VHi-?~ro8br>n3h^@%OLZRfQvacBpRAmDpTdA#!8wA2ZS5V5#6+ z^QLfV+nmbxx!tHgebTG?9WSeLH!rbEo75x8+PKvD>PtslspGv`#*gp)|MUXe?)=Qq-qT^WhW=?@@1Tu^kD+%Sb*(OD7{ z5z#Ye@=1DjF1CvZh+ce&7@PpHEBY`ejcqTUEMcht`Xrf75t32_A<%S1S&+i569$eVj^N?l6R`6O8 z2FqgywT1uL?6usmg~zE)IN>nohDNKqk-L8Cr!+`>uK5|pTe0tt#($IeV>4a~ZkWh% zBZDQ!g2`-)z>ID8Dqe$DsKnL(RLDqCEVwY6*&EcYU^0_oly=$j_2iSy+_|m7aqpJC zE%nmcm%BpZ?V@j!c23=I_c7;;;n7=_weu1`-drqoWSe4x>Dvv?WT1vE+`&mGysj4C?00qz_@3%xzNOEWy=Q)b}1vc+Fj(W8JyrWzbuxm$hd+n0oj@W8G;Ppm@E^qkh20 z&Y{mUpNA)W`Xo^7uqhrE-0+a&2E(GY{O+@Ze9eOA=61>Zm~3iXuQ<6zCB<==bHhVWGR$dsv9H#s@&DV&oE`6Os|yP}es4FkiYZ5h(QFojv{Pbz zGP_k;hNQt;aLcJZ(MJm zJh{p_TRS;!Wj6iI_^osBSjS7o4HFq8!auKlaX}CoX@Z9tH@t~iult9gyZDvEePLaz zBnwcCgLEE{(nxstD=}wN=aP2|ZzgZ_)wr@%1E6SOD^2LmU zZ#AdQiV+Qe#cVLkrdRT|aDq0c!L<|XUIZ8>b1tbZtOVDXDdJ!3s(yTa#PB@QuR&M+ zz%=0m?ju{*X7YBQJlFp1szWQ!kJ~(xyH0v@&*`ytzQ61L6~A|R50mx>MTr{S_#br3 z&0?M1u_T?#{WrI<9|#i)`r{sdaiMY>bHZsx$Owr0a`BAASD&)p5A@r>qXd@N@Q3le zy5yJrvr`WIFPpTHW5#~VlVAQ^_xjg;GznCWeh^CV=79F2GN+t8v3m9UhgAz3pZ>UB z^e5Z$-_`@g-nT2yOx>nDi+6{}i%b7zC0V@o;oTDPe8xeQX3@i%%cY_pzV_v~yv_aR z?d;IG6N(JHV|?bEH?sY=Rp|etb$K8=3P2{Mf{W2@m%I2RcLuv$ahCz-t$$l({@hka4iMyZ@du+nXkL#!Y5a%uik4OIikD^U@_#?bbE;R2qquA`v z4<;j=*${nq(yhRm-mB|9eueOSk(PFf$>AzZ2|Bp;VgA$Ysz3Lr#P|5G)$?xWky8=( z-L!2g!}OHp?1!(Oev$0pMjG=qNMfuGK|J$V;s^^|L?_ZQ>{Y0^~pc3Gvem10||7Op^AX(!_FD!&V8s7p{ zreNQ1ZK!|kyv%OW8tq(p-@TkHzgDkKdu!Pyku}SzD)kU=yZ79jzmuZZJz0Cp!sX|5 zso16aCLS$IdTEnV^(R~P-&U#rQA`E(#XpZe1+PK+qixMEmhEMC;L$7RxV10XyZI#h z>UEFr7yGa#`}oPWZLJ}mtmf+brrh8COXv>Q+FNY%OAAU*sLV+_HEB_)DWlin6t=RZ z84Vlub?cUTt;+vj_wUk`&+*zn_1&Iv@tv*LeZJr4UIn;od}rrH8|9z*G9qUq&Vj_I zeUAU_{4cxySpD1cKlE?yKUtr9zJBeK{XYcLT-*C3&eekly(P}or#?^IuyOU48;i=+ z><=1sNPu;3+mM;|VP5PBlg0K%iQkK+U6h}x^C;f%w2!^dF1i0!C*2F>--yaoO-lU4 z{X1Oo@RPaabq#NFE~roQ^3J&bBjkj|xq8{>`};n}v)63lu)xg0yN{v z*8m$ot~@LF)kIk*udu@DK&P0j@f-$gzXsVU49le$HLw0DS?Q@Ix1vt7zBcw$qNnc8 z?{5PfWsN<0x_?{oAFRurzg*t8!q&8GGp8DR_@SDMOI|Z>n9LxdpT*i9clL<|L)s^{ zPYNj(4AbT=54^f#PgO0)QE*eA>5T<9XG;*DC*y z8Z8x-wMw%1UpnW%5qOp?Z2k$m53gRateG5t{O9_|f36q)d(E(YU#*_!|KHDre%!a4 zUf|r7Z#NyRy>!-pt8?|Tj$7c}p`EgO4LG}d>jF}qf(^AgSN~N1$J1%sZU$^D^_lyX zLDvvYa8GGc1K3d=jAt7S|9uR=ep;= z?h5dnE;Pa=K@qOlBj?lfPO3TnyWf@upJ%Ww#Feo^~|25>FF?!j)+2_|o zoyq?m>s)|d{+~K``}Ar)shzwVj_V&%k6?3zYHl*ue6{pX z>9rNl-rU}4kys$a_G|hk3wfsu_D9#kcJMx0te-J0Ir+jDjvJmVJ*!p2N?t5@$Ze{g*xsFNhRWS7%t2ScbIdF^3Yp$CyhzIr%IRKy_sK<;YLg{lKO$>-TW3r+@n~dZ zyq$6@@~&yttsoCs!wY*O?_4@poEfj?J4YztzHov*=Z4EHH$F2ZsO@*SCU_V;3zI6z zkWg9rRX*0e=Q+cTVum-C4Bt3nHuskDb$n&jSlzo$|Lu40b?*<{Jo@CeV}e%Ff%^&- zyn51JU4gQ1ziaGY|2}`|mhiO`yl2h3m{P;vu$SdPgv;(l&h0$x2j+z{K<07(wqKpx z!|u{!?F636e7=9)=lK4bZ)cl1|K!X2JgEPlaESZYv*wfES#EeU^@uWoy22lH6=v*# zgh6e*gpcv371r(L-@v6N*o~{6OiNiY{geL5?VtB#NzIuSaVX)oK*oou>r=C*n_bjc z^&#WG&e3BtUP^A5&Lbh;pl$J`dfRgz_>voI^9WN-oo&7ctTHTEzR56E^EKK!Twl*T z{nk3e(y%WTd#8WeZMCe_=Jql-v(zv5nfI^tpBa$!GwST3%aVKKqLo+cPFuUa;M!UH zjNfuh)trrc+YZcgPB^b<059wJ9pzJ#Vr*=d-jf9~yd5OZKf&y}L+0^}-AmU_y{O1+ zx_95(|F`>&h&v(`7mEwWZwp|V9NLlTA-#9^E(!kCz zyntt!dW|fjKx%0|5!}b2lGF}B6pN-#I&GAN+p?Ax%F?4eTIn|K2j(d!oEO~ihw*;Lj8BI<9RJVmIB2W9 zPuy^!`vFI#gcyd6i=16~K%?0m;L+?S7ProO#l=RyS)-&@z#?P8#3#eZzT)E4pKJbQ zF#Ox5bzdbq==Q>W4~n0K)lJTp%ihbW`IB|JoIUez71`q*FF6Y)ut>Z=2riBo`Q|{g zO;Emq{DTeMw>CUrIjxXn0g_-}vBNa?|NR$U))wiKD*GRNFI6%!+j7`*Q+LGW`q%$r z&*?_o+T~-bZhI;}`S#B^8Bm?W{lxLaglpFMwGA=vZ!t3R zO%fE3c>)^fH=e`5?$^M4<<7N=&fF01%-?SOX_5?ER@x@M>dxtH{^hpjWY4GS+1^{X z$7gL^@cZJw2(kSxxBWh8*6qtP`odu0!O#-{nU`!})@Oo@Vy)nku>bJt)#-MY;=b>U z)2sxOk5z((4#3($HPiG-UEbcc+ee#rtUu1`qk=dO-sIp@y2{ux7SoU{5enihTnnzGTr(NFMqzT@Kb+Z zIe4tJyMYG$nsPWgX!GUwm> zHAY{5n0x%`-jDzaTBnS7_#!KFD+||%oV}dvH+hclZ+v|Jz{h-sdse3{{vYLe6f@26 z{;v92hW5<=Rg#a*c=!!)5!u zDPQY@Iv4uMbu89@`rm5S0=w*6D+~SRo~VBPueslFtJ8;o`Mxs}?N8kg3qShnLAG_y zQB^-~tK|NM#V!Xbjy(s(kqjev^`wyuSe$3^OVo=Cp`AApB&g>*ShUqkZpMW-TK;JQJ=T+ZsG2Vvul1mbIBPAV_W9FNsR7i z8j$s_5fS7UjoJn9exY zasTIyxxry)y*DSY~_MKh-;)3E~LFmYd;D$Fgw*pUe2qjoY&6l+VhwHh9RTeOCYTUwcaa$|*<~+A{V{ zVt5>~bCI(-5NY`zYvyYQ=M=X=!&)#ow2{?dW%GTW~;o{>=^9E_vKLqkqQ7^)M7mn1F-x z@soX^<=gHDCQgS|405^Vpi!tl`=G_PyI;fO?+vf_Pk4Bs;zP)2&5^_J#sr=xGU;)z;Q2uA*{ZVXI*G?7yyPsH#3Hc}v~bJ_R55{;*3Dr!eQxjZ$>;43Tnd z-y8;YhIQw*=T=2O^(kb1{>A%e?8&cdciQFEoI01t`FZW{?d$eUQV(8~ZOzD^#MZDe zzrE^eVtzG)z^v(2OmkEikL}$V25R5Lv7U*7j5^5(<%xW248MM^}^Zh6P z7ECM5nRZd%_s0G?sU=3t|MJfp*)sSEF{tx42!rZ2?k5Lz4l{yQaejVrdC8t#b3Q#d zc;sjPqd(?_pmJD0{QvQ~x7TByGk5zu4yxO%b939-$G+Ozr7rAg*|Q@tX?m^Swp^?A z&TQ+CPoMQ*>tp@tDbK7+mdP=wb2bz{iUX|=UtxLFzY`(sVRQoqj;8_Ga6 zp$vmMUjwKn6pxO78zs6lzUS8UH$io;oqT6_R~N=DI(%{G*8R^mT3)eSd_|&ohwp>M ze{wf}EVGEUHre{`@fpE_SAqqTI3&JLi#}+0BFzGkOZ`F%Y8sBdGS2e@?ezhtiYBeQ zk^esEXE0p6^yT@rx@rGxeify?lW&sJ~ydGzVdY(xtBaFGF|k{m_szDSVB_ z?FVK$Kj4`#?Wy$iP1jl0$Ub=JWL;;*f9-bD{N>*L@9ytP+iV(BbK4|S%E*@GoDkFF zTZcfql`L4!u{_R$?EBhYYgWRgqjPU%)?3hy#D}11{yB`h_EnoS{(rj|)SL3X@!wqD zcW3*7NT&oHoydy|liQ|)%0S3=uI#dv^1g?X_R8nXn{EkN%+R=5YqxHp=jrQ;>fLeq z+~2-QR&yG*OWb}b*__E%RuDq>w&@QRXg-1Vh@yQzO;js9u1X+0N$7k;S|G?^QzVFBE4jOSt_%#@- zACTmDdpm}0Rn`4xMjP@!+>T-UF8MD_?=tfP9Y%w9CL18V>X{06AhTQE5;Yg5g-<_| zuzTj2pZU-Jm>2(>-S~f>Z|Z^nW>Y8r`@WLr(~JCNMz;UYPWrDD6b~v?t}~>^F`ohV z`!#t^r9HXY+H&8;548IH@%=L&^V#nFGMmge=eOBp#+W~5lNo zyZA(nz)h3LcAm-nZ){fgn%W(>WM*)6{!Fgp`&%F1KlCx5@sITWtdiG{m-Vf%;{6cx zPfEx1ai;dV)%MBrDzo?d@0|NWq^tYu|I1G+SN)GLUcK$h(i?a3_x6Gsxk^9tFaFss z!1jCgY5h0x$9X`d>_R;|-f8LH-k+L{XK_8>-}?Ffp`ZDT_p)mImd3UjEAmbI(tN)) z;qU)#{ol+ISU<1*-GBAoJ~5W-cAhU-B>udW-02d3*!;&YJIh*=sq_Aeovi!W_!0sqTO-G8UQ z6guYP-_Wgcz~e5s=gG1|pbgr-|JKYC5f@vyXkycAoW2dV9Da3$DE7Y-gs3Zn!1;`^ohjS-{~jJPbAzf_w3jeR8al~TpB?P+_7zGSND46-7NAOyZ#3KD@!X{ z=QcmryMaxS`M2AYH)6tjSL#2zroSs=S;EGihYC-Jz3Yt^O=TDP0F49ie%KaZacElEA!8~pMgX!gObF!oJ--Ma>9bG#8 z)AlXP+q&1Tcibi$vND;?yh-Eh-&Jl){?5u``^ zMWE%k=Nh=v4}h27&Y2_I;xp0sVnX-1Ly`p#d3F@A#WXPPPWbfyKptP>k+g=3%gj{1 zPCvTsEoYugVRn7y(*KrM&IO08?w5bMJ}_ePvtJ*g4{g%9+&|fL`M>=WGXJ}_fF^Jc zOj!7-`?T~4t&|lt3D4h7;Ovpi%=8Wr?~&Y)aOTfcbwlM;QR5HX3buh6Y;R}GT`}Vz z+vP7${vYT0wfv>%v7VR7ZU#Z2tHH|_Qx9x`>`lLNG8Opw}UL?u8}v6 zJJ!>5;K2n$=hY3Fu;GNS@!1CFJG355*l6+s)IkHSQcwUH_c~{CPVFbd2bMz9KV44` zzHM34S$MK)_nhdThm&r#g)M9Aj=%EjvHQ>I+ioW1$%lApuby9LxkA6X_5zEf2^Vv- zGdu6m1EAFwEWAe#T&Ohqb<{H|OKPFHz{F{e7Xo;6o;qGQkS35X@7Iud-)_!<|KA?A z>=v&7{7~fgjESY2B4+IZ6-f{ij_@2kaN(!LLcwasCq`aPn(Y6y{gc~@5`M7eD*hF! zT`@hdXq%w@#`sl^w{7&dt^NEa$gN#^!Tx_oF7WAiEW6cPcRQ>u*vZ;-p{!cauVhQZ zj39XvPqtpBgO?WWGk0XS%Fy6gHW$3b)Z9YYFDfU<+Hh`yBnvO=!5}#n-iFv&g)z7M zJ5R6uW0PDprGA!S;+ZFQX`6Z^S(}z73m9(^o3RZ#UC(3os%3RI=l3fX2aPx+Pc<&J z;gEc=&b0Z%(IuC%G?nWF_HEgpW`Fuo)Y;T#(`FTkZ%rq@CO(_fdvSYjV(3B9U$^I7 z+j-Ap>ACc6XY9d6~QAhxke< zqbbaX^?$foHQ)IWYsLI;`%9j8{(ttC9Qz`3L&qr1gx##==)YrpA!iI=dkHT#N?c0% z+{7K}x8cPM!#T{-=Ng~tXS9pW4qFo5tahEfDQaoczh45Yl_g*Ao}8K4RcEwt|2~$h z&(~-3FI(g1T0iCf_P-~Kvx+YXT{ik#mQcl)qvB;c3uMg9KTMJKGa)M^RQFa0t<$rt z-PH(MzL1=7*l>g6n&|Yyvld!}%lmPMZI3liM?9 z%~_#8<;D7sQ*V3T_!?{7KIPeEpZ><)BL{YfrMb5AN$wJ5$%RZF)_z=^={AMw`jg<= zMN_6Zo+;qTv0yW6$W*_1c>jchYh@!o6=&P~*2z7cuVyb{WXozciRp3lanLZw946@~ zP9N}c*vQ)viCOL-W7=xpTR@OK*5AsxJ|HH$D8A%32$bU;o$7%sYQ7(!n%hi=WX+m6uFD zH&qvGvFar@S}Gm8Za=dp_I{HLVybtU8GzuPamyY5(MG55IF zsq35{PBi>I(;yg|vtq-%g-aDODxN=VZujRnzQrre&GmKncD8xK3FkRCJZGt>`)5Dt z6x+`vcJ+D+DoyD?;zsxUX*xcKL3Z4@&fh-s z*F%Hm=*IVLGk@hDKI75w*Qa5l+tD_z*OGn>krnM94jIp3I6rs!)z!;9g;IYe-p{P= zYp?|mP4jzfe-SWwx5V;O<+t~lGVHZ*owk2d9M`T3=k8UpO;{(^Qs#Sp$I>Ss?e2Vc z(x1EQkxJ>bCwF4k&vIjXlg`$&JJ>uxCn(`u19;nh#cSb1ij~o&Y12-uFWgvuteEYM zCG)pAjMWJTOk8WFY@gTbFMh81?e?qnK{+3MBqR%FNE&SF<`q3=+?a4nAH2s<&Tix9 z8E-A$MheY2e)2n`(Ce88Bnuw!SR9CZFt6_0oo^RP^|lrZzbMuAIidL{#c`>a^#ztY zceL;SzOt7)(C#f0Q*)fTl={n`>AQWor)R%4aC*S-J5!g1PlkzopX7|K_bOjExBI`b zNz+OH!z=XD>!y;@=9EM!zeeWe2R^Iskk4?ax4zKuuWW(i-+cC26Pem2mpqCsmDYIk zMC3*v;^$R=4p*rivPc&9Yb=KBiL+o}U*`Gt@{7u#-%&60C*9gVkCCrt z>XgOlZhSInd_DRf%t9j0U+5AjzM*z-&DVp`^98Q`it8>+n{pycs9eX^Vbcem=LZ^# zA27_WUcE%xQ(y1g-8&^;Og^o7zceb8{Yb>y*jp>6-*?bV67}>w!gEw?-a)pi|5bW^ zZzj#DdAjc1e4fN72NIth_@R9_Akp@)Wr2c9`SZ2>_kOh$Xe_IEZSE1&S5ftvaZ+o# z1v}pyX7(q$%;%kyuTrajCHdso{x4@vG%{Z~vsK1IK&l^y6NAMmbZ;UuO<1KnAs099>}}0+P!qUQ_kb;C;O){`bkfk z7kF~gACa#;TYDZJ*p<_#H|3I++@AW|$33rxKChi%nx6mhmXR_$pE0}Jti7OYR}7Ae z4Lr{e6hF6It7GhVFQKp4J|Ic=uw}sm8H)p9cS9ESZ<3hgd7O34g>NRm-Yhz=c>4ZT z(fzl$7^~FhTFpJ>b@pWU!!x-}HxB)mkuKLWeV!_?&#%c{NG46F=lwymkcjJG&!$1b zuxB-|$z+%FCvG=uLAFmmP_a1h?)L7Mv}yO%O*a1%=j5I6AYRR+P~~8u+QA)?1 zdARExZ&bCl^2^yN#+(&Rz5k=+llR8#wrJ0qrl-Gk~s+y63dRXI5=>Pyx97~Sj3Bs~k}cou9? zu_zKcb0}UQZbsYW1Tj0sJEtC<{r0D%>ih;%UiO0%n;)ETEMWQIW!$&?VtkrRy)JXr zG=sgpe~c2Hj`zq|oRhJL;*?@;ePy5HYoohUI`-T2x?JZ|cG(JAlxcKRTiSOCd9_q{8Q``ed zlQ(19e((y-eDrp&@8*<5$#ad$&kqRh$Ue6)MSLsQ%$t0lO^Vh}SDf-JXzG)_H+CBa z%ui98Tsq;5uP=A`E#|@n{lVAunRXA3=_~J-PpdoGd(lXlz0a8a82`q`q=}4|FCDnBe=E=P13EQH z&+7`=f9p(474BQiKS4+5uw}s$84D)%vW3$ZR7cO+=M>dre4sHq)a&)+Kg#R;0-NI2 z2Tbr;HvNi8;KAwH`IirP3*A`S%OBelx$g2zLFVI<%#Rb#@`_$FX}MDO5tf=xI~`1V z;JL{B=8e4q6O$jDFf4c?VZl_k*UR$%EVd1XzO&-p&QE@}{o>>$k};Fr1m>g($mnwT z$*^qxAkP0@VB5OHhr-s=c@Dm7o1t>Cbj_(h4xNR*k5nuQh2}I|4)e^+@>qIQrC$BD z)P>^$DW4`Jt~6iElg-Hc?fsXisT!J-*DVs~R)4eq`n9k3HqJ;1_D!ta7 zcFnY*FZ0$PvnuuOx|vsw9^3i)-s+0CvnH}GpUJ9zx=A?wVCMrwWnR4B>bbq=mu-os zGlbd?b{>9kB=N%^&VMJ2qOadtx@=Nbq|7pw+6&=wRqc))n#{jIPrtaeO0BasUi83Zae__X4p2?G_`#9yERg)_9ld6|x@$q2`9EeA z?$ZTAb1XRhejaXQ^ESW3Yx47OquT%14#tNbm>hnPl34J_z(O$Y_tEJ0d%hk#yu9+q zu8P+to=?8-yzyYB1&^N$n>t^!@P)gRR8oO>2VRXBH-~ez7!B zmz&&w^Q-q3iHrs|>#YS>wCi2guD_@sYy9Ye$>RhYpREfI?P|;CPJ1YOi2Hhhj7@pm z+`SWvroG5iJpE1R_`%M{4~`Um_`~^R{gvh?TOyCOta`$F{lEWZrPKcveil!RT+mss zbJv?=!tT6VJyF|sJuYR**S>x`dQ-*b()BIRFPSI{_!$cv3!W#fwI=h&u?H>_-kpn< z-}99-F?OJJ)juVtC;ywd`N5gUf@eAwkLShyJYDVC zrutEX(_h!N_ukf3l|I*ghk9jol*TP z&iwp<=TB(7J^Om|b7kwlpN+bFhSzKA9@{IAHu1156S;r-#p0BkM>98O*j{PXcfS9v z@rd3ptt~0Ft*?%q{&K-gS>T+pz_H(UW+4%`3l!%3JeMG5SMj5zz_)wpF0Y_C3fgzpucl zsjKIEPKE&mF$@N zF852EoJP5NkYvg$Q@(S`eCLb@PP+O=FyULi7~ z?ec>&nFaq^uG#he(<`i-DP~hxC;d0|QO`2T%z}BD26_%=ArY59oCQ_j(egGmv)avn zo-+4ns>@!RZNYnP4qLikv+=uod!;j8wKMaEiSLunc(tF`M49KDG0!c+wBf-28y&O(?(D?`hsa-?nKO@K)_*_`cjF z>Ti8OvTpP2X4S~7wJ)zundP8w!@RryXit>f-qQjx!8`mi+$83tOZ1%n#Vb;FT8_K^ z)OXV zO;edi&zQ%pW#hs_5z7SPejhz-%`b0L<76>Ych&tLAMV`=`O45)>hsWGM}Y*W&8GU| z`c9L*b3=rrc4sl|ePVpmG?LRg-g$cAfoH}SlwR#_o3CA*{NdTwH`QN-OVl%`KdsNY zxwEEHWP6Xzjx#nA<%@GxY}oeDW=DY>Bxma-ZnUhZ+Z9$|`;Xz|A+tH`;^&&5^B35I zJ3EYj-#Rq^isv%{JMvijt$;+?!`&_$U^VRT(9lnwN-w3tnyMR85+(VXx!Vu2My&l; z_+^>n{IC1o9`$I>2|p6I@1I?3+Nv4**Vye?^Sk!zovxJg-_`~j>R3G2S=lq~?A7F{ z(gSuojk-thOvFv?xaaY@6=tjB&&+b~j-lDC3 zA$#V!Mdp!SanY%3Hr~$Yy6HP-6OYLzsaLu>?|Ki*7tAzYob4tSlO`6U!>w0ST<~yq zb0n-szAwW1EWf_C`0hJ;GOVC2Y3>JEFRWW{_&YA>s;qxR!o$ojMtm-NmzZ?t?>ap9 zw*KP(m5LYY%Ysa&M<1TPIsdYf*EJR4nd1E7YiHJF&YH+3&ai44bU&fap3mUcVsfO+ zgL(4zz8`(I8nOYfKqAISI#cX(@G|AIhfLF~KU!S6(L3)4bDiy_9*Z4kEF?a^1+`&h z*v0#rBY!-2D169Nf7_Jv{@eHD?JkgsvEb8_VHa=MTCP7gp#JkE&L`XT=Q{kqJ>4%g zw6A8!0lV83QKhjsHgemT31#gZxF(`J^lc~8pFJser^P-jPhSWH2B0mnLX zU9+X?tTIdu%QF{>W>=q@bTEAH*3ySk7p||U>)iBenj@F-^X*q(zmB~tbH`NQ|N83X z6WONEWK*`k6Ob5tIJ4lP3AjX3yyL66B|m^AecMS}hfM~&;C+frTgr)iG;kz`vS4;Ki2HNoxE$G?K(&r z-JX)aV#7LcWVL@dWIBia{M_r?ETSwuQ_jY|VOw*kvfv>o{o2$w#Xm6#IP=hMdE?t7 z+bwy+B>$!Q1-q-nq^tDozrrhe%v9$OYohhF4dB@LYUH0h>*vd?1)w; zKP38{{r(e^75h(SI@Ha+-0*L^rLSye!Q9M(ttJ&gH}-~4z5L)*ra^Y?himF~QSZB* zE>CvR?~09Rd;H*3VZl?29kbpZEVty{vg2%KK>hT~3;s>F^p))_nA>S^Zj-dunrsWf zG}!pebjh3h)~@;d?SbgBm2)`4{aUou4~cTT$qi!W&6_NB;l7&b4~PAJS+6=;UiY*V zw%iX$%ynMzRy=?2=WC#mh03gM?Lu|W6M2PV3yV}@EQQv|aE9-e{hqg>Q=ZT4R%6dBI=ymNPqNo-*myV#3Vjn}i7IyJpb-fP}-d+&WVX{|uYozstdPh`v#y7q8;^@atFXVMQP6O_G z$BK#E#Y$%mssGDKk9$$Oc*)PBa%)aaEO-j`W#i3DOCD!_QF-|zTRP+5=VjY73uc-x z%yrX=N!RJ&-pwl_#vR_*8d>oiGN548r#~$~SnS%a(raciAQ|oBhrTB3#MmD>v||6+ ztbe@R*9Ez+OL8aQJise@&2&$TK{hM~I=h9ZO;%ab;rd!mA#z7s@xxO)K`qu7p%N=C z)$9MiIV1gO`NiGWyiR%L%;8}z{J2V5x@8$>{nv%Bdu1(@_xm=lNtLb5_I##(Txd4f zj_~eQ^`lJJ3v|vLvThMy_b{U3-JW%?Zu<+JRNIhtnOXIkDa3_A5wpr|e3?%+y50)X zQ9XIT#PG@i{tGS^*=kp^POfe>j|(fGXwjH?%cJ$SPwU2izuUNyrNsUfCcU>wo>wBfF=^Ru()C*-@xH{{{8P z%%w|`mhWzTJG&)q8)vp>$o>UuGS?|BG3L`+R}U9SgBMkHplbDKZZE>vT+K29^3>cAEBb z)2r2y*DO|6FS(`vTR3IIOI^=CrFa3`+=N(T^9;XBYA2hfu$}x-KJ&^JLGJC6+{v*` zph%SAhNsfsSO4zd-C!UWT+@(}DBag8ef$vbhJvfre!Cu-+g2n8CtmQjn%&)B#oGU3 zV%MIYxVtNu-CtELR(N#l`=a`pI@vECJ(VlkC70=@aVJfqXZH>BfE%vm%2&R3Z@*Uw z4r^0gKKrx&>Zik_Iae2|-LVkPo5N|IaLD9&g_P|{%YU=jR*P(2^D_6#^hn`ZX-5v_ z9y_$--wjY`tmXg@TV+~^&9lxg3=}AvS~jR-Fh5 zt~27?a^UidxvL}Bgs$>SJNn%|c9mzm@~?MQho)=i{}!%#YpbTq5>V51oi*_` zN9%2#){irOvUMH(b7UdBO14>F=CP%6{Rb{CbG}yT_CvkS57`1NyrXVUy_@Z;v-#%V zOsR^!Z&qHLx5W3z`!AME?Ww}o5NXtuEpBmp;+>YO`pV1>va1!$LXIcy}EOa`2N%Lk5{mL z-Dx^~QMQrE(kAz{_rFyJT{v}YQ`M#4^KLzLxa_WUCtc}|uHd^l9GgFgx4ivw1l+@# zcK^*GqvD4hZN@jieN}}!mICkCIF`%Q>n)xlvi)J!`%I}5*AKMLNpXC$MWe$v(?Nbu zik)rv-Tk4j7S%|-_-ZxdS**^_=R1x)jc&1HdT7U-XtQ${s6WgM&ZZxD*bfyy*VSLu z>my{#lWS$)0RKI&lk1^>nSPX@#-bL_NIIk_dg^ki%O zx$S=$_t*Wr0(N=NY&COGr$*@v=-l&zhtjE`4bJGRG`?@fpWv)oxusDefElop(Qv$QMk_Se)&qawlD- zXFF#usL9~5LwLn*NaJgEWOU8r%TxF4=-yDQbjK1D+~0fTI*gPpB=eji<|Z@l6>H5^ zd~sAaY4a=b)^{6Qr>}RLv~!vFJC$u4PpfB4h@FrVpsh3g&ZDiF5G%eP&0nygV12R5 znM2m^|A3}krmw7@$mK77dg+!ON^6SM?m$w;4GkS{o3*!J?X~gjIlGIkV{M)z|JKr( z)r&t@6n#pSa#6qB!y~^@%+_V+2c9swYu}d{eSaEvd&cL5nQowz(G!0S)CQcxQGTcd zS~$kWx>?xAnqGft2O6hmKQx#5;ZNp2hm5}lpMS9IzV-Pl^`FmpwEXsI`M5j>)Ngm$ z0je%R-S)iFK$e8MT@fE`4};59a6mM~JHOj>=iDZRYroyZryLVVxmyw(d)e&b<45mP zqbp9P2VMMCeRX-q?ehD}8s$7L7)?KFTKKW_>?b>+hjz}PHH)`5CK=imf{aRA3vOkK zi?7#F?@XDrWA<;xNv*jS;IQ`ZEcicx<1zn(mEUgvYgippUFKWDEOhO^(avKEi2)0; zGr&Vk($_D1=$v~!W8w#$i_`Z%o1yA)!Sp|O{Ejp}>FWp7e>_f=nXqK@&s%d|&q%ag zYj?8ZVb=7e8ztntzwTWVcl`2?|5xA5-5LBm_lxSa`O?xs7nDR_W<8&Grgw3=TAI|v zRiIG}#Vg-Hg)?||CuUR3=4bO%Hzggs{)2ylj*auo4>EBT$Le25{$H3b@bO;dvH!Ev z551VV^AA&A#r=RpTjz-%WXvpidF5?t9-S|f%eVOL=BeFrTuvdfqD|?c<(>~b3W<^2 z+gEG}yA-|oU%k}c%ZKtGF-)IxIm?y%@)_POhnCNqe&z2G)mz^=o;6lYSMT&(U*)+k zR`t-uqZdsI&3YLRE!ePZ;n9{%&`g|(2#53Yoj0eXO*@hy@se5fnu!R<`G>8U3Ep`Z zx63NFtxH|HH_~=toYD6cyYm-aU%jXB`?J$8=I%IsT40&^UJosixt^Im-3pSP6CI=4 zY$GdT=bq`+>s>dq{GyWK-GIbcXLHWWpqY_u4WYJkySJ|wO!MU7TWxL|kQ58@XWWiw z&MG~;lXTir@+Ljqth0k#Z%5oW_7hbOe^$)S-}P);H|MMQ6E^(FFY%ohn>@ilV@ChQo(XR&YAAN)7G<2 zb8+^w+AS7~K)H3HPX(X;C8<*_nLkY}rDO3O;=wW8oX8&wO5= z-f-j6nV+d&O^WNH|As#6nYMCq>Z=?{=N89AUFXgZGI0@YLWxp#iaPrjwWg*i-Pthh z0;m8DP_k(kpLS47VByP-hfO>joRN1gzwqXpbe6@iTh8auFCP8H)8{PvF=6htxrIhc zB$aZcSPFgkKN+iVuCj|wo@F*GEp3^HA!zI&K*gqAeAz;e8EyU?ryuN!DD?NgzG?5# zqG>ul;BcG4cAC>W?5ZmNw}mg}YNm;cnQ@#vF0qv>{mR$NNncscL{2d+Eo{g;c%WA= z|Mq@~W2gTwReQE(y7cMAuNSBPdLzl);+SabyxQ%|!`5^Sfn^Vc59J1$FwOI0OWb_3 zc$$ulb0sL1K2whQZNmFbSSnchhu*@Uss(J9e@tYrHlKa$Q-c4DH}xBslciwOkd<89 z+HUD^nm#_cklkZVw$1Z{^FAm1=e%DVWt&>6zxcW2<=fxtry4FycawXQF84;4|JxjP za9!kZ7+e>vyZUZf5|B$jK6ysi=j63Jl$g!pmR*}Tr<2KZh3oh(Pov5 zUzxs#D>pp1xlt@XjVkf~x6a5p@-&0pH_N9%D)H|= z&6k?@vFbKk)h*-Qb2i_*Kj-yTwudj=LH_9ZdK?s81#)jVFW!Z;#+Kgb75q?g_KJ2j zXg0PFbWX2b-HVw&W~P5wwj=udk@_!ZJevRdG=Dq}E;vnY2+xC7AK8(6oMz1TOJ{p6 z$=7V#esJF5g#Uu8YiF^Q?^Zg)zvH%OV%>qzS-s076F1CHG?+KxhQr1gb1it%9?mVV z`|u%CZl7+#2Nljw%cIWtflsitZ9ga%xi(_Ki-mP(RW_~7XyI+TxBAi|HCa1}zo%cU zzIK15-?W!YA9DZSUOQ*X*ODDy;=AH1D>7$JWcfXlMfuyUfJEKHo*SO4K)cUDPL)kxN^3uHG~ z`)=h^4e?^(Y26-iK{@gvDVI&*Un_e1w{uJ zeNC-*(2qNR-_z)|>hz5=67>z`kJjAUwa>ESv2~2eS&pW^JWYkk$3Zh?yNqYFK`O=# zJrB7rKREW>mFtY-hUW@5iUr=f~@__Tg=@*quU(BjJ8uS*%L1v-PeFu%d zTYwIVh0HGopHX1bd*|wltnW*= zJgYYoi9YY}f30e*x2oUjt$IdMe;6OFTk-pLFz3Ew1)fcZJ(>>tG=1C%&WJ)X7My7h zo7??4uJ4JkKI^~yzSe6=u=$OXAN*v#ld{!+@$<;Hr(dn#bZh@SN2A)Q(-x<@3CN^P z>td*LZvD!$H>eL9)deP|O#44RjNLL_z)Ag@@f>FMbB)gba^{?z-)9`r@hET3$^RDT zdQ>dVs7P?X&RGzlGZ$nvI4^e2ef`w)nu+l9sWugc7YamVEV%e&SkKRY;D4oQouj|l z%Y%Q87D<2g)PGmB@|D?{rpV8yU!+Q`{^fUh`TV4Wh>!=lQY@aen|m&tJ(;f`r!>o8 z(gTCZ4-z~J9)MOPz+1s_bN99gsNB_$lV|B`Vs<~+xcC9Xl5bis|GbuTIc}0$rz>?~ z%g%U+u6g>!-9n4sdv2cpiO|aXv((PrZaV#FLGTj`iy|2rOTIpbc-4n1 z?6*J8covb; z`v|+s$)wB4=0{6m9dHNz6Zh8aG`|DEXfH#pYt2 zzT69~i*A>DEG*8sh>DAYvojxjD9yinw_mzvNB5=h%_$G1`kIxGgL2E!H!M58)s-EZ zyKnnu;VFFo-o7#U^uXftgN(|8CpI%$_bcp?$g5A32Vuj`k6($rTk_&rQ!o3sMBc-R1y2kr>gpmnw%%E+ z^We$)%~m^ji^99kM=h`k*Jr+>HG8J?i=EbM=dID-KKZcx2eT^G<5f>*{8*Fa_{aNr zkB-GT9f|F$^H*%>Q``Y=NdI^+cfJ6hu5O%_uh3q`Yx`F8%wcsu*QA_&P;fh|^-pQb zyB!mD@0{{A^NWpbrQ}~;_8NVu6D=ZMezDhXYi{#iC+-e*^z-xPphYfH@ci>`I`{II zQaj&#s5#24!hO9!O2(46??l}Dn9rQHb&`MeW14yEUeB7yc6=tAGUqMGDD;zR=rFmi zj$g<*|LIE4PV!IC@d5kUf@#fD&$pM&9(cYzZL-5B>;En`{Z+d?PG2-p=It})J+?g> z9I?E8HTjSchlqXgWy)v&l*E2w%9i45R&GBy@$dtVH&pCY(2g4n4kY-mua^nZvSKy%AR!uJnww)+FiNSBO1Cdyj$|tPc;6eP_$Px zJb%O5n|CfZSIwMOb;;<*(j#d%4&8n=_m5xH_1nv~G@VUVn&T!iCrzZsdXsrb#Q6fy ziLQ{+HoVyWqq$wI(eZjY&;;A!2S)-6KAkZt+uHjp`gBE_E)A08-gF{SQLuQvEcS=h-;pH#_?0T#^ zW~Mp(s~3W?dY&|L@YLGQ0NqZsAtH(#_cQ+O<4@C3wx>+%JCTHy^){Jgqfs=f3T>%LLh$ zOR_ySn+&QaW!T_DhwXc$vYtr^KASh2-9v2ILko*SnK?$rXOmW(l%J($d^y66xyt11 z(<19$8;i3x67|bL$?M0x2QD43Y0qanKAGFiRjKKo(gvF8FL-2OaWL%u>Mftwr!Vkg z@tqwX=70Iw_S$)?w@B)O7bPUrxbJT~l()#UQ!RM>HkeABzfk}9^7E&c zz>6k8%N7`Ut}*vKnjzr4_Sw>xmtTZx*8iQ9s-O{Sx9DyFpKeX3?ed^a{1;X4EdOlw zYfki;wc@(#ramssoM?hr`Y@w)e+8%$YAVBae(v%uQ8vEO&CQ;w@(PhV+AcphlKJ5e z=f4n1#+b{yW_rdn_`J;gGV9!_`2FdTf-jfe>UNR%CbWCb;;?^H96og?PyNAM^D^*s zmZ#GToLmL&X<0EGv59R;LWlp46{!fGNys25U%Tg_wwQ2d)fa%#ozMzn>MvR7KbRwcMyKIU#OA z<=;!1{RS524J6`Ef%^gCCpN-nIA7~ty=HuQ-Lpwz?uEw756%S7Rv+u#w<|RGn%|`U z@VmarzQ*Pru2TaO6RwF|pT+iZ-Si_j!)G#W6_`;Q%=v4<(j86rOqQCji%U1DJaVw| z*ufo_Q$QoO#}CeY&jZP?-*?;)Hng8xGxN=pDX{5c;{(?%9V6Fl-`J=kWt6t$MM~}E zvvEJB=Q2okJw13~!OBZUjPI__r z(XOdy8VjB|SQIPFdA!`&_fNr!PI*4lkN4YVO=N#QlUaZ>`_MR9%*wof;_5yPNxOddkLY4YDUA^K16si<#_vIoag>Ng7k$t=Puu8amC)#$uyK3R30^5zIP@wzwPWcqp~g2HtF{PlFvb$NHL3tgL@Q2$|3mB+I!=Eb*WTfRN}boybBpLY#{>MVPvoNt>b z`0SbFvqc-tLn6EjX3Xa7gO)^F*UA`fj7dLmmsy3|yznCTNZrRh0 zUo(~60%oTN%+_6TR_4kkaEmC;qN(}T&d+;RowM?EI@cZad1mviGmg2>7L@&C**_zq zVfQ^horup5^O6qEeq3j{v1g9i`8i_oHn|HTe026K$XAm9Esh1v&t4Djp0%^Z`5V_6*$eqvJr~FQRvL*G|mI{ReP~-ghmNlSz0zs>E58C`S_i!>y*8vZV72i5!nR_sH zx2Ia8N`3wOFI-XCQvHu7y=eYtn>r&hXPI+tp{mDXsiIeD*D7v5FN{3?e9q*W$3?ro zo$1It-IMu|7rZ>ZFO&QD7V!F>hp#>~ZOpIPm6l~=16s3jd`oNcEhd4lT8CNhhPHLz zjZNLLVE5^Q(;W$?dlI@`H?%58i2ZB&a7a+*;HD3p4}-${X3SeRtNW6iLZn5L@Qp*9 zIgAUcrax%J5U$)>FSJ|r&T82VbFZfta{B@=Al?$ z!E^tH;K{asq6&V$yL*LYc47War#U}cj}(jf@`3a1jchdZUV0)_`Ib` z(8Tl0vY$t<9Ffd_*t5OhSaid|Y2S(u8JxVoO{}K+ze$y>aZ$;^Y}XIB#8;~%oG?1I zL?wH{6jjb+g>Q1_tDnkWdsN`*%B&qWlfvANM5i6;HpzBw-OA&>2i9y&RooC zR=o^a^*yb^_YQI9H}2i)7`AUx?hc*L!Ewus8xo$bmiIato3r@;rfH39x1N2idReQ zqLQ?y9ovhJL|Z;uyF)ZQeTKsRboI^_%d(#)ypwhud%dxLfw$tCz@J7{_e($TyLaGP zwthv;%iJ$U_e>>!s>FYL^sufo{nd$z*JmmwR^+bOu#Tm( z=^v9kSD~H0XR7hNpUiibA6T&8x6!eFHdFHd{XUJaIT~N{G=5~g*T$7C$=3*8WNakE z6z;I6V&hYD4<{arqxPU#h2;mP20zHs$esFJ$94bh(!ztDM{9SV-5RwuZL7*Q-tzx@ zeV9+y#Gc<M3ucU&)`f>rEO}XCb zR#!LU!Ut(~513WBFBkB|ShBC%VQh9He%ZEf&0pRWW=>fCD7bu6&9sk;TaJEJTX6lB z$j*#VKhJ4GlO}J!8vcG!+@W{gXAV~@mz?oveC^Y?dg+0w!3m%eL}~6rkr}Q29Oc_1 zvd{acXD8Y?Y%<^hhZNV9(6k;c$t=!IHANK$e>1=6iLL#k{CIf})5eEaGxRSzxb@x( zDyrJx$Tr)RtLJy4YM@ut(S;}8xLorEht;w8-)vmnUm|{R|K1L|rLWch_lMOo75g^m zCLa36aPp9e40Cv2qjtir+cj+4U)_6V9Fg)+Z@%NXKc{Qbo*XEBcHnB!gHzvsZTcYI zBF@YU8g+BpaqOt%q@OR}JZoV05S#ZJ7 zs=tkXt*{QBtLC`2TA2YZ_z9CIvS{-E`FlDE;-DIzgPRzIHSw*D*UQH#iB(vtQY7%rTC zu~%iQZ_k4KgUywSzvFEDy_SB}%Raa4=jWyAZUT4G1bPmGMkgitnxq|fLe|#pSo>_* z&zEmP!=X#hAIt1uT$a1B#IwQF`Ry~;W0zm;jtg1DYQN~RQqnb}6EnA7Nt(`8RC+ENZYGGXTz^pi7&66FChtv-0{Av9geSQL@4W)Vil*wY3eH(w& zJ#5??ak)U?js-^^qwfKA^$Yj?{CFKdpMApe>%PCAGH0GK=dt6UHrQd$g2%TTAq&5D zv22((GqUi2*K4#o1TzovwS`Nyu;+9-Y0@%@%v0ojJfmz0{VO=7?8%MO_4MhOFHf`%`Y~r2q z!6qO{_ONEbW04(_t5)w;=+bFgWWnaGXYbn_^JHPM)~*}Z7!Ovlo&JAKBTsPg)frlG zi@upvNxp9C@wPkZwfaf6-DNkfJ84`!(thS45tj?N?rb$FW*&)}mh-aeqDjyLv*wT|lfe5vSm8a5=}Yn-&dl6jU_AAsJZSDO_`xyF z0%oq7*$mE#ZMRt@%%$(E9&nghKbN6jWXD+%iOtJEoyR$lok*D$tn;kbFLQfi?y;zr z`L{!-Dev(Ey~z*Qc9)hm2mk%gyW2=y$0vD1VW;YofGrz-KavZ)uv<-Y?J^_9XF;DI zxybxu*qg3;njt3X_0L_dM-#FRC?ec?ZyNfGM{=NO8_L*Voud90DU1xcH znxtgGd`W|O^KLq9lt}#%2O0qc4HZ0lD0^sE{)88qS6WjonBUD|EI-#!{o{<$L+8^i z{JO&b&KfB*zB6V#wy~DEb??O`#Z2HZ7Kn>T<5B-9dy}PNQc85lL&iz1sTNG{WEjhD zaO>3jd!`0WP@Vj}Lifw%SKhpvc3j%Oa>e4%_nk63E?4*T=Bu@8vJ*=#OHX^! zzQo($vOB|_bcUYm8}k-K@EGoqVu7u8jR_Os-tW^B5oEKQeNi#P9ZQCHG7RMp*2cQ= zs2^JwXw+~tPW!^~RkMqOPpn&i-?z!`g|4RU>7ckt!k?AC<<3_>zGgl5mk(3cZP2qd z{&e5&b9~JzUeRmDbN-i|tA~^YGPA7;T{=Jp?e@^~EKhvIf&3Rid6|3*q z_%>6jVy(sFFH^HF{7>2beBnMb$+VOyno;Z0O!Xaiaz;*g`MY&S4ByjT0fF+21@jpV z?5?tP9o=(ewPVSlcIb9g|GGl4yt-d=KAPMFSIbOyEE(t7AC$LUxNLh#)z95!!88A7 zeyOriEV(PP-n>TXZ}rW8rS);Tk>7on^hKWqHRon@MVB1!`J?^&^~p?^1GR1kcAPB$ z^_<-gz?zJgSM9p`=flE>+7H219?OnmraO%c_n#S6T)!2o$ISA>Z2H061N%>;y8XDF z{-b+K0rOF%=?_0lZ!N#~6SQ(=-Wl8U`wE;_b8eZK0F$vdq6#@M_~ zii~&$TR~t`%)~s#WU)#37 zBKKw+*K5f--RS2Zrh``OE8h9Eh)ca@&(&PdxtH&sdzt_I%Xa43Q*SPPS+@JhRqJm@ zRbIqiy3SRV?EmZL#qBeuFDPp%vb=k0?fOk&*Ec<6HnmNfI#=iKSEcQ%P0Nay|6KiV zRC(+`e87VAXB%ct%XkfK;HTy$7R`(l%GxwLEv?h=?EgdJ%Vr)vX7YjaOO%xC>o2as z9T)Q&460^YY*C34-^jgfi|DIVk4blysGrPOv^My+*)Ij{?enXdCij?qH2Uv*u7BQ4 zhE*k*w$3m0dFvf-^cZh}Y#5a;JA22(ds5%wYsORl{nM{`Dd|=JQ2537D97kYrE6=} zfBbs%@(brHNeX`Ny)QLYq~&d@l2?t-v!DJmHUHGYh4)Tps3^xzm0WeY=%3bnPraUb zoSV~m{;{@x<+;n`1KD+>UbgSh{>>^LZ8_I`Hm5w4?5cnM;gIn|=kp17?^~Z=@b8@Q z!}~VE?&pu(G;aIfbf~KB(|yZ566r7a5^m^p8qe%`0qs@$go{#dt*Ph*@j zd-C^vElak~3hzz}nD5nj)AQYI@9s3?SEpa7&h-ooia+@_s(f3(^2&Lu(k)W`^gqpi z_4MAJCzmp2&Rq0JayDp{s|X`_-9)MeQ`@=Jw5W=-dun$+p11~DQ4_#o(=I-5BWrc{ z6SYa}UI(7Yv1RrM54(PKt4{rucOTV`PoL<1GG)=UuUFQbyrNls`(3wKQ?Au9522Es zscuF~E*gDan!e+83aBTfdZ4(%@KgYk&tdhJ=}S%t<@J)a91A`DX4jwkPxPBU(=lxRdwoN?LPm-<(|`2cB+KW?U7ZTIi2l>LdWJWHfd|398X)ZnKArc@?I=x za%<$7w^ebg7AL=YBjH@{m?-P~zIgFN*+bmN1AcMOy}es!pQBLLk@ZKIRbY{_@oLr2 zJuDU9^5U3&Ra@&P8a{|W=bgLd3{PMo_a#tA#jD}@holJ$SwKrJp6@!9@=W{TE?Z+u zZ?V3G3>AF(GR&^xtKwP&oBs4R#b(*`#x0XvJ9mZalUU9fZF|?m8Rqq^>txSzIPk}; zYW;1;F1hL4k#!fgrvA#9X%~HrAt4~*bN~Zrb;v>nkOkSg_1QCDzVtfKTMcRtIx~XS zl(1zvWYj5McF@?G(P^A5dF6HH;(IAlpKX&@eKV^1`M7%Hj5Vhxg|(UeJ{qVWIZ0>o zk-ffb`>W1=`g5ZGZ%wk4-&bj^p45mR+=s3iK?X5)t&s1PKd-Oz*z(_3ng3ON^|lXU z{s#vgsJv?({3cQDinZ;O2dnO>FVUC$VD@r)ra)7k@U>OelWs`K{WGhQ{h0D-@^a7E z?1k}FX;1doJ==fpQ@pdddwR+~qq!(MSDrIjz zJ@aJ$kL%}uhzG9$CI6D|`n>N2;v(7}-{1K;M$B8y{_*`ReUo{h9lC#BTmJjn5dHpB z{Du2Z_bco_Tfgyl{ImUaOZL|-+rQ&EIAJf}58h`b=~w^!-0I`zwf7Y+=Fj(Susyzi z-sAZ5AJ?JF>s-*#3$yiJ-x*y?lM!phpDMl$O8M;oOuGS<&`6{`}AN&;ML!&Od9vTR7+% z(ov!=5P_O;%t*W1<`8&(+3&O1q- zbHjX2gME|kgSvB^8uuIUq@8H}0 z<$WvvKbs-Q@LQ7MaefJCjxljdJot<_(3oG|%(Fhx4XIHP5pB>TEp8|mK8-%s`!DUZ z#jE$*dKUi^k3M#E{o?qvU){5d%t9je7yLR6TIgQ)@Jso-m`&SV)r>q#&e0!(TeEP52W|b4)Prtj(D+7{cX5ao<{l{dH)uxqPl_KI3lj+5U=ed` zt-XlF&Q#d2xqG^{%DGANr+>L-Jm(IZUmmmicE$^@YTnO3TCiaM?(h6x%fJ7d`LDkG zeLR=)E?(nZN8f&y)>@Npu`6|LIpj=`@6UQZnR_&8?>PJfJjb$&SLW`y`47Y&`}``H z<0;=~{PO;>nSyuQB=0^FDrP>KH0PmpdF1Q4?cmx$d};N=mszoIVmaWpmpz&$(e-S5 zSNQ8kFQObS-TqScaDGUHOmewLW1N0L@z$>NUGJaO{JH(==(b5F*JHj0&3$O08kNSf zJ&|pDghCRimSf-E`2J4nL(rm-)8VJ{%4g1BS0-~u9yCu`eEY!8w|^M_Wqdp}?d)lJ8~j!Cx14i7=lK0<;;NrUMUo~@<}W>MZoi|$;z8~gKl2~2{w8R?xGO(hG$}~p zVD5~Ax_K*ZfRg#a+y@V)fm>iPr?PxaY-3H+Z-XWu+L~`4IGEe8cGIWaY3(2U(i;=} zL#6lHd^)eSYRN6*yo##Gy*zrmDtB*Lu>9hi>WnMwcOSgmef_jHccgp&6SFf<#PU7B zqaxeiZ35-hREwQ+t@Y1MyD~?0A^ROh(8vuWuAcjU=uTlf@iy0}`Ka`}Ns?=L{+v!p zTe3ZI*>;cJW&t{rB>nQ?YvDF+i%2mR-g{PX|1EH5|7GrjFVkA*+x&U-@O!Gnzk7u) zn+x4G&ydeuVNjnB+SoBSECQT^xm3>1uMR4aVU+*#@&9l0ny<(EWX>GpKdAHS{ehf6 z0%wk$KbRwPFlWxeoGl4vMF!HG*6@kwLzapQ{+P-0m$%#gVE*?#|Hma=nbXJOlWzX7 z*6F?*n|SkwcZ$4n|Ec)L`wMbp7Us-ZsI!j6EF|K1frd0^7<9Jf_0P1BlIV>S?EcmN zZ`0>J+?n%d!ii)2U@GbVew9syDw_(`Hh~Wk;XT}`1KoWia4wHA<+*%5*K2#Ia}DPl zKgM5~^Jl{GMgPh=ewxckyUR(Z%XKgQ240Gmto(c`IC$W#@1e!CR)3Cc*2LE{0xxcqd)#af_Lc16#2l7ikxExWVzG>khtF~zumqK&$p__X){5mEtAKuJU2@dh7w!=3%45mF*^INO4Ud9XklBR3XJ^isYgoPeQ2pWf|M&Ml zEKRiN?A?+6^_;<5=fhk0c`yGvYoOfOYutJCdYH7<8jx(uQpiCA4=;pIz7&#CzOlU3 z7VJsh!-hF;+hTr`v2eG|4{p|N?(!iqRY~U8~$B0xbc5(qQn2}!#x(}XZHy2UjnlDhuv+LhBpvL zUsK+7&0z7O+eUZ4z#_1C^8X745xEb~8T@lT{G;CZOh@(Qo@zm>{1qG89_}y~On@%p z^p4J1F=zg|Ye#oJJ7WG&?Oe6+^SzuEZ|=TUx^jQ79@F2quaz$Re^weO6`4OPQa`Ww zen8^eLy`H9)=b}O2RgE7p^o06S*k0=YW{v?IC)54=DS*7^>hD%zlS(V!u5ML>|QPI zwqSR4;uN=8v(sjEZ|4WKMIN*k3P0Qk88F##^{D3epD#t0MY(@?yS4N2og;;LzXYBy z<1f^E^}ZnQm-(F8ZgXa*&FQXQZ59%7`ok#>@F^wl|FjfLaXhkVny1oz)oOF8FG;qC zJM$j7m>;aWxqG_Xg8j9bEWd6~cf0XlKVE97;EQFFFCNW1!zP0!YGhEH6v|Oa6!GpZ>OF;;UsdUnRY5;1%J% zT(Ii&A?Q-H^R-)5vOYU(-r=wEQFmKs^W7r{-+_*RkYDzaYx(Q7>1UHqZeO0M@X~+E z9-C>CoQ&4<$Gff1pXuax_UruF=fzIyPl&ah6~46C_OIbC318z$cTFb8>Kp`bO`Cl8 z$VolOMxvSR|Bo%tzIcz{##?OO!yNO%ZL=Hp#;MM&*JYl{n{nxnQPn(?{cHbeWwM=q zGV$%RnQtGhd&(<%%m}o1G+Pqf)Yx$5RnaAT)t@t)JrEbuT$%yjC*$C5#ybYv{^A&sx% zvpU1K%&$f~FD9t$^eIntd>!Cl{A~MG_USRad#&yV@7>pC*xz7&zCm1n=M9I%byM2- z)};QZyLX0BA2g{O`EjPF60=R+XE}|H^B%UC7ayA4c;nTy0})^Jw5BWHJND6}O1JU( zmM7s;re0fAWPL()p{||#%;aDGtufU`f>J56v71t!MQyc?k4|gZQ`xr1Vn_ap4bv25 zz)QTqNg!sw(KRDs_H%o0i1*KQzIR43|Jej{ zD(v+X+I0M{5xCkjEO;hiv7Ens=9ilWlkH^FF4^-ME3=+6W<3_vC9NTLlIQ*vc+%0Y zbo`>`xuP;~hY{p@;5kg`3l4nx&a>2H`F59(m@78Dabl7CPDBKJP3zpY;#>dUc-1ZS zy3D_O^o@&5&UQ3@?rAK1yB#!{G~pKFfUyj|srAh+{F`ruv(HR^a0cum=4EF$aZM9k z{B26MtFTS4oy*KQRTDdX);tI+7QS~tY)Sd^El=8ttg@wE#7}$Txc+U=CuOCNXCOBG z-4B`?OomTx6mP%v#K6<(i-oKWXwvQYftkqJCRbM?O{126SazpHQ(uc~Zsh#>qqf!svS-1Y`X-L@2-_)37Xj#YwKTSqR zET8YeOwTBCQKq+-E5#e!|%)15h& z!`lVc{mXogn0q*#?A~;0X7GbEng!29ESOoZy>6OQvEYf)%d1T<7+I%XG|qguKqGSP z&I{jCzxbWrIc3?>f3tfsw6EXLJ-)K4Fk<@2O)+|NPIWY%?rHp(oU_7UnI__3o=myA ztvBYWI2LjI-nFuTFUEphZw|Bgfn9;_JWaCo75E2DS0B%{G8nti2XKBjB)01Hq?`!0K zvpU!A1cyTXyH5vnzKCRBfbJcC%Mc#6+Gi=uGJ6#YGJLUiKcN?c) zT(IxTe4!bio(Axx$TELg;l3+XRs2c0dh&;*$!=URXbtIx>`<^$BEOIPKeEDzPDQ_Wk-jvu2^CI|I;tN-ti2) zaw*2tTI~L|-&2xa$BL)ebMN#%-ovru42Q&fg}V+LJyL)8B|sPLJbQRI>!^w1gLxZc z-ZF#E=K&wR+YpogT-9OM_Rm5J&u&+8mNWe?ijxv7m?>zm?;~i7!eQ^X;I?(uk<#5YJJXE5zqaYMOIa^!cZ4Ny=WV6`M{n)i zl<>}8e@k?c#mBw9_gII zwW`GX8n{6c51MXQ1?!xuk6qUluqJhbLd&1OsdFxV^*Q}xYDMJV^9_nKd$vq4om`vU z@N0>_{v;oL-)VN&jW2UFoaSjLWWNDwp7J%o3&B)@_%$=s7<4$FBu#n9u%mz>#)3ib zKy>7$k0zf^r#xPt{H8YJ`p!$B4LjP6sjoWfU;6}1l*n6QFfH++KF4iG=qWq5lWw2+ zQ?l0dbgI_!{ZlXBKlL)-bxyUhe&~_S=AVULy?>^9;eT1&D&>D`jsG3>@{`uc`4|0D z4OB2a1oy>mWZgG9>mPn*^>y&}{V&^#enl4w7fcFWyU)q*;?$#oIak^>veULk@O-;> z;JVZL@V%!vf~#NF7Me+a)jd9Ib%t~A(ipiNYnA`5HU7KyUQ`>%3Hq>E4V&;gp`Un# zB0Y6hZ3*kE*FL^~>f`%d71unUJ*Zl{aNC7lPmLD%ueH!$z2HI7#Z#r%jJNf)O#eH7JXNT`KzV{au5}b~0&~+7J8u+Mby9WPj#|wC#@7Jku+R=8jaoNw8 zPgbXJ=R+GfSVVaVtd5G5a&wZmnJF{nR@G%eN=R`R*6{6;=DC>c%FEVCDz8 zU-!M5H}g^ITLtdTuT?L1)W7bjFJwN*##PO+uILYVSZ3P8ALZ}%tj*gxL&Y#OCd@V< z$@cKa{HH(4|FP81`D42^ZTlhPpSK@L&sv`8FnRLysnvH6PTeIwzqM=UdC=KW+F#Ce z)NAKV-1=iX$iR4;Jx4;hFb$2j5n@Sfp@q0HAt%;(5-nPx#o4j>zN-Grf)cR1hhu!fthl`n(cc*4UzW@c`T2h z{kdmi>|35MpZu`up(I#mukeF!ii~W3eUJSy;(aGzaB96#+LkjNAgc@6?ttoBK~O~q zIgI4P>Y6mC1D{;Cu3mObu;4MrjzX3@1@8Ih^nS{H{SaE*UBmX;O=M|(l>5b_Eva|n z+~ilUk1|xs%A396|Ms{0#cXRXc8jlWeeIQz>vAC1?SRD$aAuBfkaj-+?zAWVOuFfM z`A>kF2v#lJcl8GYgZoMkU#(`H>uO^8}@AR^uA`_cAQ zUo-bKhUPCW_nhRgp4GOtb7s!gEM=BFV-`2{d{B8Iu%nOz5_;=OH(KV`?Gh5d9%Bxh zG7qzpN!yTf4V!M5@wS3mmT=vu-~`Q9lS8&LI!Bsa`^#pb3n?k@%g#iuar)D3T@gM z1zP)@X~CK|hiQ9!(DnVxes)Oh_i4T@^JDrI30vc!2WG(uDl(u^y&q;E+rgtg3)kux z=Zon5@U91yQDC?8mNVWz>+6u2|6Fayj<;obP5$^Ej=j9*Rv9kTm<>L8uTSVf^e!s@w9gV+x8h0N(Ft_2(e}@}< z#;{q};uxLT&)TPF9(*_Fw&Y{fx6|mXL(w43BW_n4czkeIFyO`?^*!J>`(!}^SDC$U zvqb8P50=NLEIwQ`QD2!~^Xil@$Gjr5(&zlXx2@VR|E!T_=GEI``uDTGLt^9UR8VY! z*5Sw=;yz!%WmB%VU$Z-1&9j8Ff1?ek%rz`{F0mv1mE>+w38_0(Y^T}pSE~J=oeuWt z9bMLUEl2*bTW^>LTABtLr;Q1}{_c#wdgP|sn^z!V>DTz2|AV@A*_0(0y`v^e$*ruE z+WTAc)k?kzQ{0N9UrQc1V9zS9>Z%zlr6^XfU*~YGOVF3U#6A2~sgO<41H0k`A7#)& zo)1L_;0t^=CL2D^pU{%vr)mQ}9`C^1V$eeSiTjsm8~(WUG+I`?T&_88-+$linvm4p zjNfJUZN(P-_sBHs;wM@a_9$Qq}h&Zd?7VjE=jV?h)B>UPL0hJ#Rro z1n8{bwa_Y<=Op)OhmFZLCqID?!vv+x=lmaLm#}Sk7i-lVe(vs4;|qV^Uz+)bjcd*S z)J;7L4=ivvec^+6OK)lhIBP{Q^XW4Cho4<|huxzm^`H2@4QFJ`rZw_^P!FB{*T3-j zv?6!0ZzfgZ$sSej6E1U^E^E7T+T_A(&AL+#Q|8}hKg;cP<@lQ|Q%b#Dy&vvg{p;e* zpBIgV)y`Vn1Qk9DuPS7KwpbWXVRC+c^){E%W|vETIvSusV-pc(&`y5==IZ#@=M@A} z&lu*<4tTHf^yT05e;S6fb=&kWJFNdWwbOI`l%7Yd#nHmAj>h_CZ(Kej#mPH-{p?NL zi!+~1;)*EA1r;=Rd3+9Aw}>xWC?jE|e^zf!nkUb*U&q+J)?{k1&pXV0d4~5rFP*5Q zZ~yg=ZCG~j)4n+`7yj#eIrCq4Pr@hVS^u(*t$OxirbU(7xp{^X5+c`(L2f(x#Kq8n zcfLSezp?RCGac~K5e>F^hq+HbNPDomP_54DT!JNt@$a_9WViE6ZW^~SHy^5MD|!Gr zB;n}+lNzTTdU=73%O~%wo_HaE=g?4ggAV7;2b(^CR^Mo_f~=q6eJ@3KPS6Ez zC2cvo8mYb0H8ppwGk>fx$8dR`?|;RxTGN&9rO(csvwh-enP*jj-?MyYpXRzWNxgsC zOwE z(POo{hWDi?(~Vy99<5DpVCs&%bH4X&)$d)l&YizRQkShc+x{-g`{ON>Qj@cL=8L(X z1}z0EG5#PEcg6=~73af!b7nr9bnx6e)_JPj=L6V4D+ms1-*{&eZ2#5g?*-$p_iZk_ zo!@fPn2iY(gaxr`ez%%zl<Hoe`_4nEgd^`1SbHzZI8$gbA>woa#~VwQZ#%x1&6;^; zx7wBa=X@3%pLw#1ZNV2C!`O9O{+WaDP$jtYMw_ z6Eq9SlYU^HaRPsJex=uM6W$81-$uVqPx-b!b3?}mSHHexl3=Iwy_42jlL@}j7qXS< z>Ga(a>Cg5a5S{!4ybej=Mlr{m#+}<_f;~*t^k3JhT=HMcZ~4k^#ig%&1^L_0Ex7kI zC`Qw$;E4jWTDbE=+aO)@dG}sOrolUUbk&Of{9S*G+93GcIdPer_Re#m`&5rGA;d=jr;?4JIF4 zqxz;vI&PTnXdt#1+_ZGu@LU0MvO$b^xY@zWR~yz>K&I;w&O2^!-=NL?aK`Lu3$A;0 zUNbsSni}&diD~BLnw}k(sv`Hkd&660>@@Wy|ME@SFJ@;}FBd&GnMdsU)g_zdEjP@! z+^}8d#^tjIOh9XMPhU8Dz@#SW`MEuZf4g~_uQvoY--;8?TW(iZE;e`WN+-7 z)&{n~?3DIZ%ezF`^n94@9WK3@mb$LcPk-v>*0_z1r=sltKj*u9;m*^Wx8Jx6yh#`6 ziG0+?^;!xXV2~EbuBwf;_H%nab~m;)gZ%JZ;fC^!y=T)4>_5cXH6Lwx|4CAZ@6YZU zwH^(NGa5IdLEF+HXL#q>9zLXAHc#y9lJriU!jHbsm{qQsG%kK{Ah6&7?+!c9OB3hJ z3oG1l`Ag;($8Iy0nP+F^?LL(AIraDVNzbl7`NC!;ng7Pl_QLCbPcEctXR z>7eY9k;-ukdc0HdeR1oi!#q8<^Bz<*fbLXiW?p`fF~h*$a^A9osi!_(H~GL^ap{X0 zuij*}lCvGnhkKegx|{}uCwO~0Bs?!oR;~VgSy%Ysfx?0Z78V6EGLM!k`~E3d(kb6( z^6|dgEJ616nJd`3o0;zmgL-#y6>X0b#OxGfekEyVGoSDjgp|MoTuX*O4;-3f3$9+mUz1IExX5GUpeAVI(XKr|I za)Y_%ZGrtRp-u5(#p!qN-e{lqNGVU@|Bthi}ZlU3(!e1zdt>6X}0;1wdkPIk#J#NvH2CnizF*IT(^?7=`dqW^hX2bnt8&9UW$)-7+% zt3r=5eT3Z^f4Kr*n?xL1xb&IojT7hem&si`d_(=_@$i|4e^n{J?yHUMWS(U4 za=T~7-%EEsTUhkiSY*h_=~c%eG~2R&OltezU1q|9E(nXu@mbfHtMJ39Ed(^p58E{j%%bD_+l8Ybjhl z@qfj>yKd7pL}!J*$=GOZPV#DITdg9jhkid^@O^DDa-F4vHG$qP1uXMRpVEYGIwOp z-zUQFF3i8S&vJUvX+_bSmRpNGjKS&5FGD-RXHMH=$Q7gaelbKoyB;ZHGwaBk59jL; zar8ELd8WLT@9ztl0_^*rn-m^782C8hPV}0L#5rvz;}xQpL+-4fr0!Y$ z@N>eRM}?py`Q?$tt*Xas%k|`MR2EFOay#YnXrHI%`4f!=PaG_Y6l4T%9GfE+KG(w0 zYx0_+|GXMAwyZC&?8ujg-NIF1W)xStI% zG%s-Fer;@HKjS3i4rgzU3}>m-i#*47Cdyw+1|JXNzF_OU)}`@VgHp^mzO8fIQf_3N zIx{UxU7yeUhK<^{O}~D|q;B%G^Nq7^+^chaW9yz1&r>?Tox8qFkjdC2t=?ygsv3MuFsohQFx}&EMX$nJDx01>_w( z^uVLxP5he!R=n#)4_e&^-CA$x8TuAHe4hARHcRSp$97x4fGnc zqax-%G?;Nx`h@WOhXxVlahG)F1g;2ong`BCmb`s)*xXO>>P1d#c=k)OT3vaYUGul4 z-;_SvvK#M6;XmoxvfC)tW5=EK8LMtik*J!*wn@eGXME(9UuSo|oATx;I3O0c9-MeM zL9M>grZe4wC+!nsQJmWGe_vlbd7oE)d*a~-ClU*u7+5f^S;~0)?v43uGWzomdWq;H zRQVk%7BX0Py2rpGOQPrMn(!?f^bQ9%&)m~!Qz*&TT>8BB<#xNpLCxKr%J~UKA0_#k zmD>+)tg$%1;O|wN;1@Q=H?zgf&d*^tQReQGTK-6C$D-C!sdG)r3wKI`4_7|1@4jj7 z+%%Jy`oGnxbHOK>Ox&FCm-k7#Y>NNxk|h1;ylPj~Tje!E$zQ!+ihKG!lRTsH?z&~` zy9Dnum77cs7R3DZHG8}G<@e+Bcb)NQTC8?($JdC1NkYuULT8@zmV>Xw%yzr;kyp*u zKSAhxfsl+PXWtx_*ZBvMuk1EFE>YT)zM#=3#e2W;SM$e<66UU7o*59OW7}=D(tY?Z>p_ z5}~UPVy~8G&oBPueSg97`={KGWggfkzC>@6+0QHbvk!MO%s*yVHS?I$$(8J;Tjw1+ zkon|*XYqp+%YsKTGfu`U+}_%G(t0}ogy7j{jH^nvCarxYJ;NuaE&0I_!vZFs)zj6a z&o}Iio26F6_D27@n#}px*}+nV1(zf&B6;Rmu%&$xpKd-uUGK2rhIf1PChy&5^zrPS zy=BakJI@yg%(39`W5~MvzSM8+4w)*6oLaWGwdb!F|J}AKXH|-Q&)-Y>Dh0LrPn`8d z3}&V)ypQ;&^eKFz$Btum%=4_ydNfT|J1F70E+cVn+ksp9_h4nh4ACWlYPIdz{0b_5 zO~UF2J10L7`LNKe((A85-3rx&x`%g7Ca}lHzAH~W{U-1Ow_Q)|{+Zk2-S$7(;N$h? zVS(3q_78vmeOHS!Q;7XCQ;cjJgZ(aWIJoAnJVfm7o6PeY|HX82CcIAF;^yifY?5^gYUnJHU zeY}}?_oVa;pPIJf2S+RmnATPAG+X%h>a8gSQoEyOH!$ztZPqJek;&I{Bg2*ZwF&q( z7*K?%L^oH(^w9AHYeCj+OeqhtK>XU@ZIN?&)HAJiPfF{GR5=NR)Mvb zAyFg4vb;&y@zvC2-miF;KA877Pio5jP4hz!$={E6^nWC&aNLkR-0A=IOZ~bL%NrTD z2BmC`iF#Xjwy3Vex>v;_Q>aIN^P<+TQhrUK{5dnzg7ezk;|)`1??0%rqiy|_yo{v1 zZId4y@hoUs^B|~Z!c+&di)X*y-njNU0~g;Ty>1`bM_Fd+ZxY|6s$W>2#r2n`e1FaD zD&8C2?O%=cHa?#>{qy0%%#?$kn-k8winw^liuWLBT;W(W_`1pN$NLW+5pRF;9^6&| zA6zrxYMh^GudnIk1g3zm7%roUZJDU1G;FjgZXv{6g*c<0+jk zlPCWzd!}PiEH=lI`y993WudI8yyfRh4{?0Td!u^6G9_Q+Uwi)t79 z5rL1)^N!iM%#1&BzDi`ypUQyA?hlnJhpGyPZS*48}!Tf)9L5=+dp?SZ$5VLM^gnTN7(3sYpLZA zEh5U}nB??+uucBA>e8bJX9^3RSy&Xy%wc>#&s9Kwy`#(-r3LL9p9@~Nd}F?w!wX|& z-g8pZ7iEK+iww6Bg-5+>a&4N)M^&X=dm2w3Nw?rTC&Qk8V7K1MdD~6|zkT|~H}w7P z%z!NYZ$VM{O2x;IWHy*rho>sNF0JW4J^8n9p~Ka$-dfdHLcI4s`h6waO>T}U|1s5i z*6x#^jtIl+{K`3Z_summ`qtr^mtgc!3Viv?&Kir$Q~1+oeR}8<{4W>OeZFQQ5q?ut zN6qeVCcF=JK5^3eOaq#$RY0A@-e7iR7b6tSN)I=q_zBJkB;!J=;eVb=jGI!7iQqBGI#9!KkDrU8Px<3d=bkb@d8R&f+1D4p9IIa&$#97C zwQ#c^Vr}>ks?hT-ywTuBJnNx^e`N|WZgMduK}Vb3Ye)DjlT@lt{C_PK)VFAyd)og- znyZHJ`?F^^nH$Xf!SnoJ>*ohdf4&+Cw6RSG8NhbPV!?Lihk_j9ye-|Vhgz8v)#?i? znJXWe%5c0sw|eK)XVN}3X5XFf9Y_HQfn30F@AL#VhWDi&$wDpbounKNy>By77SfaA ze0;lCRCmqw0+lmQAUC-`Ho95-`rzqF2Avref_if}#Qj=Ms~`B5_vU`Vto{j~FPl`{ z&V+cpIZZplr_A5Rc}IcLnJ7@v`Z++|T=B)lcz+hZ+kWI_xM=h`Fb_L4W?w76tn?w!CxZAN!|M;5J>d zv4C+|R%5}#n+IFd**9O4&fg2Vb^Nf=ZEH=1H@44CgTlrb96R2|c8@o=tmRpx-;-{?&nU{wEG_cpzqNgv%1uY}>6?t*_su_M*QTRb{OWS#3d^}|2TPwE4E>y7 zb7x~y>s_1BbD$A{)1bD{^6iZ;FSZ&mR!@aq{sHQ$FXeo@ewx~b{V}r+{JXn!WuL*0 zEQy|k9M7PGi|0f zsnTx)M_T6yylj0&aunzfG~6une_Ua4dH^@uocrv>eq2b>oy z-)hg@cp=?QF2pGq+DGnDW#7Lf&g8t!y!MUnU4669zWu(od1v0A%r~|6 zyDp`CEZ#RYz;E)Y*B;HQmmPdDTRSRZ`9l*#1$cT%-Ug$W!h3By11$O0$*_m_HEUnE zb>Xzpx9#U$ugz^bef+M;3sbS^l^efII$k+Rf#;jzNt;#RJxy=9_7xoc+V{=Sh$}|q`$#uUQ?iQKDE^A=>x%=Mr4K1&Nzp9=+W$e@(m%nSj zH`iXCoTD)d*l(m4GI7qGJpF>%vnO|_Tsh$WCHZN0dH4C7?)E9Bi|+S??8wx*qa&JU z;|jW}gyZ^M@Zy1jjH4o|f7vG2y`0FKEd{#q;^DEC8~(BFZA)5zPU4rS_|AtHkL=#a zzx5>F@~si70gn3B62;RO^Lu|gsC#r~$&2M%*LVN$?h5>;dHVj(5M!f<%Vrw+HNRK&{8QsxZ~)4*pb=5eTq5cH{lLFVsW!!ur@vi@+kGZe z=8l`(9TWazXPQKH*PQ;)B)H})q#^p*V0FV%pC^{SPP2|R7Cd&?QK)c7;DeZYVLGqT z-IHQjL1w&CEzhi7C(d{7JUT_SvZ40Z<@;9GmOhI*wW;Ojqb2r=Q?E_ln&R{K*O|{A zJ9<5KWUAcJ5dsB<;IrRHpF(?-s+;DVG2!C8-lFrIO-*<^&T(qh zc^MZzAN&=Xsww{S_L9rf{UO%exw012Q41HyvvGvrd2=|- z{aT{`T}c1bZa3Nf>&!p-cE&;vmvtKayBWS=hL4Gj{fRqZ?r`BF)x7Ihh1c|BagP_QE zp72(Dy1Cx_7(0i)(x&FG59ZE~vAbcxmnXw+-q$RB;rbiz<-hlt&gYt!uuJ;4>etEr zMy5xf6wkeSpowj%@dDRv=?nekCx`g|VVF5}TG+H_yH0=EedJvFtce`vyrCaoofXwx zbGtwZbQgK&?ESlPx$m_BZY_m;-_4fP~j1K zVH)y}>86ia$i1C44KZ_k4>espIq&wK>Pu?JGXG8XpW}A=Smp!n7(M@E|B@=5es@3R zJbOQ8UP_?6t=q*LJ-084>aIB+AhG6Y=kW_7iCXds*K-yp{He+{yxe0pvw|n}VAQ+{ zo(*?5e3@MIcg|XiUftlnZ{GEzerMN$)QjFn`)~ zyU(b*bA9Oi^V@Cy~f(V3a8BvDjBF&be{JH1)V7WT4+g{|T^nBZQV)2?y?&XgECfiQv{^sp-bm|LLzP_8OvlV-IgVy|ITUb|H9+PBS z-92Ht#V?;LcF6@Bwi!t0fn2}WukRG76=0pZ)oyWS`4&;BttXG9Yw%wCbR_-5uWhSm zs?}LsK5{;N){lH+U#Y!nnd=R0BBFivxG{#mHZ^gb0n#k9C;H89b%}dMJ70Lt_PNvc zDM8o&4%?5s{<`S>U$%WI_nN$ttsqxGIlO7In&mC&r#}C`nlCEU{ipWFmnrdu{nKlo zKQ1=$TwcEZiE6*zHFx??{`Kuv$|Do7B_^}>&vO&d zU(P7w;|%I^DT4Z3?G7(YN=u|-Tf|TAUk@q>)Ht#$H(3NK_&jBPl2mZeyid=p`gfPv z%pW|ghoa{F@JSW!eOQ&zFWhVSJKyd>(V~?(i!4`foj%>{m(OLpVC{GcdsiwqR%Hh{lbL3_j_wU%)R6>S?i)F z-_>6{U+$~$ozwlP_BroB^}Tu9{=Z3W^86&Z^<@6LlENZo?y_Ah`g!i*TMXdNP8fNs-JR0E@2{QU$4m0tCdKx?G|LWKI?6mnZU|zebE9@ zhwscco9s6Gi?M^+#o*aKd)huH9IxEaoN`CogZbO^32blHEApCDh+o<WLDEG#KzibY>b;J7b)xtO8*ZJM}fAv+% z-~GF-dJS%5O7!I9fON7opx^9aQsZ(jrOk+=bB{G5Axl}>-bxAC+c@< ze(p94#@oEM)6OQooVieRb-8U%?V0ZB0ughJJpV`Nyv#g4xp?*8h^6rMBbQi zm5H%hAF2Y)b3N%iULbPj33JNKPq`dx+^;X%%jY=TC#G$2!tuZj%IResG0Hmi4mT8*0nkiQ64#pg$1jegzUlTlZn@#H z%#A|6Hw~AU#nenJaDLXG6Bl-W?OqpyO}5iLlUJ(VT)ZRWet-V=;Johhb&((D{aU{9 z{m#XI?M&a_o|I%WKg~_xjfwZsDPKi()DH5j6>)sZYkzMS5BotrjrS_bPBT3?8b2Q3 z^<8tmK;Vr9N7;nu)sklzuJ7eZTk!vM0^6^8^BIzs8!pR8oZkcW^H0d_du!gePOLi36%TN>e~rU=Rcg@l;Jg} zG>R?k(c**Id(;j_{77Tv=KgA<4j%$DdV1U3uc~C>&BM2E9jWSlu5zPT=*`64aV{na z^^zA8{)Y?le*2&1^4Oj4jVb%F)2X0p`>>_KWbmM}r2$V}P;S)hFEj7C9h?VVyzyM- zhO<;2w`bj1+ma6lUEY=_-_Pgs_TA>=dT4%^^}_az@69)!o_6Nz?c0Zw_+Hw)ZTQvd z_=$7pH}fmY)3<|`iCmYF`1plOtnBp@OLl0}oc-F|)7!TT_8LvJ=l^#%KO<>w8`v&) zzuVd~PyRn)zv#Hi)7=~OyWh$$`TfyRcU z{F-f-AN<9==b@?ap6aKjAD!1b{x;v6_T*sP=Y%T{`3%(Ig|9{xLQq^JmX~e{84=Gzw#=mG~W}w|L7uY2hcr24||Jeyhy=wJ)pf((>h>eZO}5N2!Y~ZfnQq+h+yN3a*6G{r7HhHV7fz~vYANtdhNGIV<*WFCnaB1$`o>YQK5dp) zx|DazM#eKH&wno$TKkAK^k3#?n~n89 z7oVJV>FF)*hI#X&IhBR@X01x<`qw3PEtO;I-$$Py12nHnZ=X)R@*vl9x^!7mY@6`I z1Dyp7hoVzGvvOZJRTr)E$VS}31Y0Kw+d66Zx;LGf1oU7G>4rX)PN}d$*@y={bs$zZsAR9rPuhX=^X|yuwuA7^{dhezP!$z zzt0{?Wsv{Q#b~5>^3jzevTs6dZz%j(*81#KwP0qk!>i0U)xP`uzE^3U5BvOb;eW_t zm3jRU7Z3g7IexJ5ae^ACt2J%^6&0?q#o3I^Pr;L4p!FIB48N*G7v0I7thTzXV%8aE zp*2%H9sP3zqC57kaLL}!{z>ihx6Q}yd$nZ|-E4id(j!OO6UTa?)k zfhS{P{-`W#T>t#zfsf!-KHxPAOaf(p|DF@7PG#GF!&>{|J<~{&Uw5~j{r%4FTIz>5 zi^7Jd-`_6tUbgAmyj;@*Wws9WuSzcLPsB$P! zIMIhU`r@Hqy#7LcEidz8!2QU>D(v3<=iHx&frhAg*$+)*e#pVOvv&X8q!qg2?+e&# z&A-_$(d<6s?O66|f4Fw^@kX5|53<-xh5nnQU&^01S#asTIZOZjioJIB^Vdw5LxIYP zJ`>_WGj;BVCMqXFl0s{}(M<>2o|ChepO{$i#KWRUWzGHr(uTYrZoQu2X1=2@bIae` zhG#ii7PB3iQMVD48~NaYsS~~2(`T_;_}RBRK`!KhxNys~V>0E*^-{%qV%Xlda(Dk& z;!@XJ+e;n%}HW`+DwQ|dOIGrh^>?Q!RW?1{rSs@3fzgU?q_ z<;)6NB;!7%Zu|e06*rkrs#Lr(Q5NWv;&A5%IeVhPZNyyDhsj3Dr;a=~^3?91!{P4N zqO5*M@N;=I?^gEJe;q7qBvWt9_5*1GTJO6E;rb3Uwr8U_3-A#zd@!)eDxC08VeR^57zFH6-!ZWLH3y1g@x`L<-%js9=R zfBtNd59s#3*{W4-TKQ{vYVW0vR^gEN4G|WCCcnk4H~1a)cHaOQ8~y({YI&e)i}S&` zuX%mc{0{FdcobuyD4url)!iHO-B#-_KX@cwF5ljlyJP$L<+CR8sQb2E{0VL+oh*2i z0%;5^pDOkB#j3;I$@vLJg;IWP!s>^AamVQUC)Dq?aco}w^yHWS?><5Nd8kKJcg^_% zE%4~i`2wvq*4uBt$~WLF40F^i)R_bEX~TwfU#{G#o3ip-^}IEg547fM9-Y_yymo4X zMCO&lH}v;zS>6AL%``2NLw8*x+rDp-I!9wtpY}bMUIDUWqoyBdth9$8tisdIm%O}NbRt=@0=aOU!*?6be_Wd!bK`7(1Nm%4B3N1jLE#Sfx>bGRTSt)_){-QyQk zj%lxr=Wwa}wF)mk^ox7Waen>wMw!Ix`d40F7xUohX_b{fHizB8KYPE!)|799(k*>W@_Z`Z=kuTtk)g`Xed zyi}wguC8HHxYLU9>E5`x49cL6YlKCnPLF9ExSjU7MfkihwDr5x_QO{jxyw7jGq)i3 zs(U=%%hN1)Gp_Am0NW!io@4*+^ESJy%rOxPK)UEMe2W9~05v27vAk1Q-c%0P;-cRPKr zrGL3@9DNuZ>Yz(f3J%S=Z@wr&<4d(DYqHoUR}r2sKhA1c^qW{@FX(EHx_IaZ&*c3M z+w34C3#NX2rw?AA{nO`}0cZ_?CC|0^2Uc8czgKHmD0A=YXuA0CFGR0YPkvt5h7Beb z#ZvI8)YosUcvF??|9YO>dnU8s8Axu<#A|WqO)fmiTE_T!^-Q)i_vdAT=jP9ev8D4h z8$U!WmH7NfZROKbE_Dr?SGIvKG~3}Kw{!aw2^wuOm0?fsYc@{%tM}=!n7+r= z(~~y1%&~sA%+p?5_hVGi!lfI0vJN%XE)NaevpMYkuQh3Z+1jT3K00-sJk$4;(;g~$ zeVILxBi*;<Y;fV#$JS>HBwrbgH35E~5 zH?Re@u0JHTLi%G~gt5@WHJt|M>cR6xOIv2{fz%)_+~2NFmiv>$H}T#E;n&789O0d#fkzxq0SpZ!O;^jlFA({mhQ?y^Gw{q1&(x9}{v=OH(<;F^zwxA2;b#Jg?FIgLT{&1Q2rU!P0mHt5V0`N+#?yd^&) z>290z!!rvD*x0JYocG*eTVT-JD0gh$aq#j~=7r~bd@Ptvw)$8IzxXZwQD3VtNOBb;a~#xW%3F z_E)^_-4326^qwtXm-?u-wCr}Qg}B}vZt-)iU(FvBzP&r+@{VtbXZ#=E`afrxgiejr zjK!CGB6eix#OR3WvAp@mTKULiPZy?Pg_JJLy9&YGl}DC zu`>>OxM*d;#*iJLB3@rFU%|hoEjUr)k5T2twLZU|vXuP~u@Kdp!zJ$5%I$DNA$sbh z>ZwZNb7v6W+Vq*{MeCyq zm-Gbe$k6Di|0b%VvqICx9X9c5`TOMCqN-5$7Q%WDgXbRTnW0e!uJ-J*yO97!VeD>x6Iu0`5gZQ=WoJ3i+xnC&AzfiQ-)K#uZ7$F5bK28 zH_takXRNzEeg4sd4K2a%9;%3?5 zhM@f`KANAKW?{AKbME(!*6w46BJSjZ2RA}@6zD*z@})YHce?fZ{hJ^ha(HFILr^-4 zQ7|^&dY`Mx@_R|)o(Yfg-b@c$UEzDyRZV*KiN6NCHUIy6ED(x$Row2|&rtom`stcI zES&R-3zr-F%FZmf>a!z4Eyhw9vLbWsd4rz^&Lz+LV4EuR$Y^DGyruBEIh^6=T3)kH z_?~yBc)ic9)wi}h+H=_aI)8G#WVU^-@ctia!9J1G1Z-Bu#JOw5n2H{YJpl?<3(+)q z58h^G_LR;)F&kfjO6R=88w;LB>|olqw=4U=KcjUk)g*r!t!q?!f6TO$<#6cc&_9fj zl7<_;c*A+l5z|vgy071m`F!eN!PA5tMFwm3A9TG@X#VYa;_=h@8}bZ!=geDnF!Mo6 zobjZGt4$Uuok_x zlIYvy_4l8;G*9^CxHrL?`>YRrs&?Ld_RkTuO?QsW`>2o@!@ca@*UKgyk#DMWUtOE5 z@+x!Zd8esOM%E;}`~CLh-zHwp1)ElG__XEj@(V$)+9l^4 zIr?r2@AZki;b+@E+MWZCwCsbAv?%%rotf$y|9tJ?0;3p9$#rvhUVmJC_{O5|3H2`x zUOKlQlz!>fZduD1>aG)GDt7GG3+I#>ztLX03Wu{XkUb&Fq#_6JhM6c3o-E>cD=zbE`PR{h-!FUCgcUsow5e;q%*o z*Dv|j^!pB4pCV)W@{Elha>ev;!_kScQ>PmIxV$%5dS=089|?WsIMA?&zQV$gEvJ#} zYms(8^o#q?#GQVRrqu22JMDe+a$0%vef_#Dp~ZTsANAThPcz)_UHIft?Fk`{r6(W8 zys_8w{-(O+R{nG;zN3pz_t@;nl#EHpD*8d{%+c(>T}-uC3RK*R`xpV z$W-Wgk^m|c_tdd~d(Cs@721#9IrfuR&FJFe&`suVj{f3hKh(?okZsGis?tlmdg1B} z=cca~Ucv=xz#Htyl<1kisp+W7BJe(g_uvI6@oKIcr*!_wQosJggs)k;{b29m2V!rp zC_Y^8W1+kCTEYIR?Yb#VXZGF*ec77A^S*8do00z3m`|5puG7gedoTQ^y2$0r{-1(> zPd&YyTQ1#LaM?jZcxu>&89R9W#o&YNEB*RZHH7m&M}UG@8XUyDGuHN5scDNC+}^z6 z@l)f5IZv6ZrZ(0+U6(QKYQq1sQ~!CzD6QS+X?@?OH(*DmM$hM`;0}>U9;lZL+PdXA zc{S(P7nA147+<#liJJ4ZN;^EPyO}XDT{-W8P@HqU`8V(Vm#*lqYu)xmyL|2G86k=D zXC1NkEPKAmJ>KB&qs&<+HeLDU%@w&bx%2SdlP^q_#q(xyKmL})+I`aJ@J@IlPY7uUIi!M&C6c$mD{ppZZNGEti2l`eez%VNI8*n26KD+ZV>nIK_VA>f^pA(mE;X zUF;p;xtCL|TWvl{HCI-r`DSeVvit7q9m$nHc@yqwRnI=!Zud>(?Y`SJEjbreWy<`v z-9I@~`K1442eYC_(~Le(jcYHn^j@p!Epb;ZW4mFDgwC4V7hFINYAZ^-^@}0$U&yz$ zOU+(RUBvVFvYPOIuq*aAP7*K)*y;Z!a>1t!-_jdTola-4p3fTf!np8@dFaPin|nb;%#%A$2k5MM+Id{>$e{UhA>t+uZ^dvlKemgx_dgrpj-{u_6#=2*+=Np90Gno1aO=7IJ%n0U_E z23s<&#;UT#lYLnmXZGaI^8spWo_3yhVC;OoKyBgVSQgU&fk#Fw3`KSC@n(H`VHUZ& z_u!#hNkZJ0g@i8bFO}|UU0IXx{Nn9g^PYW{d)z@oy3pW0_~edU$rOp-d;Pfip5?u1 z&RI}oZ$C4uW7)E2hi`mep(z$QFRSeD+y6~pMdmN-d~@cP;OZAgGizeb6{(yGa@($X zE0;%{jr+CP6z*Vf=Vl7`;|F_fjhFlWI)7@9-vu>Lgo2{Av5L3*yrRCZ5=XkZU%B{v$Xnw! z?&j97lAsXh%<=%8cH=PZ>2a}+t7?IZ?3{mWIe8>qLmaeR#Ahd)*s?pm%yP?Ydj4k4 z_*5iyc<%B zEm~u@Ih@w#T4dF@*en06+%NTEX=V2}8MS|1p%XT2`xYR)H0*Mv&*G$R&%%6wD3wo_}N|BKMR%=eXnYk7sWinjWe666hXZ#vRpG}wYy1(IugT&j-E}MP#MaowlIJ35W zV|d2fT?nmigzrUOQd1so+AwS{7nr85lQBe23(WX$!uch>P z=CsdXyu=)R`bFnV(X7fnH%zs%=R-@N?bm3*CZ&{<=>p8L@5d;`wzb;m!kLG*K&qj`Ix8;DJjBX>?>=a4(i{$JzZO}B8=H50ergmDFoW$Jf3`pK z^W_`u`R82BbW?d_5_;6+h^X$G%K}-5k)ZeC3!;}_{C;NU^cL{06!$}Y%8BeA5lnq` zQ(cei+qIwk`|ie}sS~nRZ2Y!+m-4iEl{fq+Xhbtzt`oR(GVS8MsSUhcN4$1+%+@uv ztpE4zWPiwwY^^ssqTl9lRr|Ff_I~?%^csDvJE*kV++btgV@vUGbGWNpw%v4B|F5?+ zUNVi(Vd38F{kx?mxOEK$~;6~ z8y4``UFD6bklVJsO|7h^^OV8eotQS|#JiQJw;8N4o7kT6-jP-KwUG>Gbzh6EzzvPh z-npS+E8?^Y9~l+!#!MFVJ=A+gOkex!6yeqntw-qY$M{F>zp1kG)IxjSb2eg6KZqt$lFr6`>@mCH7$ zKLMRA4Bc6zF1{yQc)j25{dd}m6VLD5@I2-Qb93*e)+|lS@T0sR63*VeHGNNun&Jc> zGsPsg3x{v$Z?sN(cU(SuTE~rj-VJO`{}+;PF}K#PbU`urpNebV{sjUoFa&KWlf?LYZ#t8?O6E zoM#93DUB2TS3tKU+`Moy|MOQZt82VIYH^1rZg}o-!&z;;%eHm*YXqv;LT2vdz32Bl z_?*zSQ++$kH|90_RCqp`y!5l|%wn}X=9Q=SM(lmFbCb@!I-d~d`H~Aaw1-4xw)-G!Go4?JjYZR-V)P|2>QP zmpgf*O;MtF)cGT?R;Ve=uZgI>xvc$5wEX_cV1w_OZq`4r+h!MaKrO}8^s!LZnw)_w)-NnMy~Lw;oEo{ zwH^nH423tk0(>$Ykkb8H@{F2<=OYF{?tIg(d%5boQk5XW4*l>Q`(>W>jD*uoD zc%Anq_Up#0B70bPg&ssrH~f~^xpa%te5H$%R1YQSC-(dQ)ycR2H|0{Mg|M59j7cD` z80dHc=JP`E0SI^Vg9jbcIrV3ptp$&a$;epnUAzCl|HaLHy5A08Tj7S-c zdD+jr@_E7Aw^GYI&nJ|u`|53+Y_fav^2`ZEuku$H>6g5TwwRyorY2(|e9Y;%c0|Mu zagJ?&5B*zvAKaO={+{ZT`Q=6S;pFe2sYl-QLyg7{8#4EV7w}7o+?@Aa>&PQkJ(igB za^IMLO*~U~>5_Zl=`AcZ{l86o?=7uPY&qoUocKpcJ1S!T!vOd$gLi66uWae`IbQMZ zH=CO9{)Yh;1sXC6hT-c2ziDvah+iL=QNPvAQSH<2>?f?@X0eZz`c}KcodpkEEDDrBD{eTiFShWums0#c=ZZ9^+U6Ur^ZIU1m%X0Cw^4uh zLeKk`uFu_Dw{>DDc=M4nXr&JL zNP(T+lNalpI-*|u^#yp6aACoN01JkezrNL4xgSlJ&(M9u{QJiF=ic3_UuQj;{HQwN z{qNWhf2VofEIWDcz%&`g-}e_AZJIv0LjTmJYcZB*fAc6y@JaC`OC1AM@fEuapsg{! zw5$J*9n|MF7RkTS`BjRqjhX#0f&d!g{AMXjY$e(mr&v6eewuG_`LpI2|qEq_vC zQDh}!DSPey1K#D1zqOYa%3JmRc3&=evEWLEgfQqF8o$GrTa_DkLl&4`Pk8Tibp7=Y zJI;YuK%6Xik}~6Dxt{%wKQ>c87WTWCXD#af{H{yvTjA$h{1Xjs_JTKDIdAzMc<9A6 zPm@E({(qk2Ki};6PQl9T^PSp%S51B;^G@R3H9PV9R!k>tjkAJs1>ZR98G2rMU86tO zLh}#9w>Y)Q^DaG)w&9I?e4=P^+Rhn&b~Uxu=8JHy`TOV-+ovPZ7N#LdhMUb0fW89-UP??c~WOvp4aNX7Z)P*at_7>!f@!;jJ=@^nNsDZC zzW(^HQt9BWpLj3jV?hPm+q^g8*Oe#MZGWTGehHnGn5bcx&U$CdcmXXM(TH38SCfDZ4cc!K+Z_r=HjB?mBtG-0si(={2tm z<{VR7Fn@X?kI4?Ml5NdRLw3BbAwRX@^j^@A`~H+qTO$j%4aU=DH#+<5Mpd z?5=!#_#7?J4S!bvsVxQYZ`@aQOXXqe?9MG%$K`2 zygOo4&t?4eI*_#S_+hh%X>Y2}ewg!nXZFXFCpWdUM1H&GJ#FQ(0Wf zr}v0?=A&+Qz3?p?_zq7lf);)aI=^3gN=*JLW71h;`N>!2r&?c4@V^U*pVIjz+m}eF zoXWR4<54r&ZPAIfAdSuo-iYTzYUc@)=kJ+zP5!-L0JMZTT=3}h6YJ^nF?I7!{n+9j zG23L#QS(sks2j`AChCILH~Y^%9Hr{dfBNwC*;htfFz>SPgMbtCVK?G zA8Y^rdD8hmip6}Z+w12xGklwF$&v8ikI(7YliS~m1U_{n8DCknRl}@UWOikq4zxWo z;qsb_8UKD*?DT5_7aUf+=^Ly5T=(QisGr%=@GabvBjJCZkds_s&NU4&{{?G6DR}XX zGl7s4e7Y#_yTPfXu$(^L|IbzDTk*JW{OK&x{Vm+k>)(WdF+XM%^)coR3bZkXvD0XnYcqXb{# z%$f$7wDJ#{+{JtTfCI+gw$1qlPrz55qzcQPZOFkr$fnjEiopvD8Uw z5!GFDzJTxa6W%AC=L`5&r`$~SNt68gQB=QR=SRkWd!7U@e<%~yzdzipPxafZotEDw zAG(&wFr`X=;mqz$YCFZ$j#nSpcVAk;x2VwWo4LL4`h(q9Y9>nhZwp@e_4hje*ff=m zk&`2895;X$16I$je5VVJ!qagln@m$LZb&-U%MS|1DjxQYmh~?Te>(S{oL}Yh&%9p} z9Q@mbv?F|+B;%wTw?g_%H;;Qp9$Is`Se;u~edEl@H_mvjk^3ht7i{-s#;29Xr__I* zA^1G)to6s>unjXRc#iLc9cl45&giuvL(SUb1+!*bo;^F~nbFU4PuZu>Uv6agX5z6l z-{g&)e-bl&%*@x$FA$NR`f&%E!(>Do-wdcgQfiamtm=<)#Vc z-`271wyq9mE(?F3b;={Kd)bPL{a?Dot|?bMjf9@yqTt<=rn&0hkA`%nJXj6ycJ=Z8 zx=7}4)Ah3t{F^)7^um+7(@j&CtaQB`Qgd`4xDgc$It!&x$}f28oOIL4UyeUN`P1I) z0H_=?ky$QwVCD4A&letO70UhI?=z>J?Y-K$>4M9}dV{-*T3`C>9taNB*!M;KiuS_9lV^8tjBm2>n#oqve=zHaln(!8hnS`J zxs?;WVrCtV{F=#rWqtBlyOigviVRC;PFyDD8{EBgW$Wb-P%1B!^a}>1@;fT!agioE zyDDI{NMaV_jh#=fC`V2IeRccIL+f3$qyS zRPHrMOnQCv5X;|qeV>BEH+OSi?g;Kaw(^H_?8QS>JjYkIJ`MpdAmvkA^yk>cvw5MZ zk3sdE-r>qD&H1~|q;KWf@IQO{&+SocsZUnAeh#sDvmcZ*&INNnhlHQaUd_13km6$> z*~CD5eO9$HhpOG*`RBo>&mqT_+cI5U)TpJjLR9z7Fsm z{F)#3`ai!U7SCDL{+}&@`M380w(kwGOlBt*)iQ6mDtJ7sH~FK$BQCLN`;32b|298& z2y}RY!@Rgj3+(UtKCqSswNE}zJ5`v|dgqGqKDM&-8s6R3kFyiXk6wS}5wlut-HaF8 z7qymh_{G2~o;hg`TmSu#j86tv1bhb@SIhl3jc5Mty^rnN`wylWpY-BaD^FP~btFb&tWi{SGh8`73bh8vnwazcQz;)i-Y{ZP^s+ z9C=3ue4NsK)?<*9B4nawJaN|Uw%GZnp>{VYks8lA8J4iD@FnY;&G~hm&-Q%1d#n0p ziq59<9y_O*t=`1SyJ|=H+i-{0Nwr6gOkTdRe4TjeD{J|itY-DQ`d2DXUOVfg(&tD} z46Zjm5S0&J()DDEkHNlwKR&vBntr-KE!uMO+Bqk~&J?~4RnGe6_b7BtX|?&YzvcJ0 zPxCI?dHw7rzUG#z-b#!ctAAnqvv~f=|Idt-r>>oK z>d|e`*6;Hls+iY6il+^q>o!g+m72;fed)<6p46nvH?*E_npzwQPh`(+m9DOus5S3p z{8RJk^TCqyzjK7H zZd+xsc3no|d~^K|ryx-^LA7d@O`d7RZpqz=>fZ{B*F;%{t(8v--Ln7Cs;|y#qU?{a z%005mH#yYi!Hz|(h2o$^?RQ(ji`oyrIhABn;)O+^N*?W z)9YtDCW8jK!rlk;uhXsA_mxd;^6|5k>5unpX57Cgis!<=EJKFhr;jqcxgW*jcHySU z3l|a4>1^WjYEOac%-sbSIGf|u(&eUf{&`s#4jLEVUvTZF#p|2{dgt$LYP@?h+U(7{ zH@ea{V)v$IE1%3M2%Mrivv=~DW1ecTfc-6`E_!;3XNR2RDPG?--UZWcTAaRe|G_My zhQF$*48O}YoSpall1t4{K9?hv{wQWEXiUA&817?5f4wImYIbaYVj&|R8D@MYU(I*u zS+jhbp4xul->NqPH}*%Dt>`t`oH^^J&e@z6jeke^)|~%vX(eR#b>7*%T=x?m6(5^^ z9yDmg!#=B*`Rq5v3pw&kXTMoq$obD^a+||sHruR-^a9Y}>j#ryaCLQ>z3km>mJBW7 zjWh1ZUa+{3BLlHoz&t}$Wd9d$mko8l?nZ6Dloea`V8X1!*5UHU?55o6_jZ{dyM}lD z(i*Ai`;VU;Ef2Y(&uv#aV`7JyuS=m>^ueS@1~w|o}+kEfF#F#8EFy_oK{>Xu2U>+zU_Nso-@tTH>4Vh%Yk zf&FvQPidb$>n9(&*PDFx*v72K5nC0%iL`Tm`m#A^neD#CyQHhHZ?~(9%o4djaoe>_ zhRI=^0a=3TFH(CxihtVjO;2^^q)$Q7eaY`uew(?ACu8e>@u$XYYqPi?8%LRyTRQ!J zVZ7z@+|%u{d-i7g&SrV98^bF6W#<1U!t*a~`Y8E>ZTd%^Tk%JYGyc2TH2dD`Nl&Sj zx$BmAuFLojmzePOh2iOeuvPJOch2tWP1<64yTT1L<7*V9>wo9j<}+bi_Lt4>H;&$T z@^;>1_w5f?&esOb^sbnGO8SKG_Ju3N+2!A;*4{dDecKH2`dcZF%%*(Js(fVTvak5( z!Kcqx_MErwIdA>qd2WPm#Es{^lY=s$1(40|6T)_OJ5Jtm+8p$Mvj2QD)vX~gJ^t2x z{?@OS=NhcpX3+j;A@lDonr%zLHDgq+q2QmY%5OU~TmSmo)!vzMC31UVcyF+Y(5BLBo9Mr@5#3_3ZsqYi_01 z+;X+gWwtqZ$S#-5X62qno61`v6;97B&xix@UksJZU2u2eYiO_ zFr$92NKH*@NbIc_I=SeC*adn)S?`k`-2%4C#JJP>%-L-Fn+*+W4d?!q=J|FCYFYdZt9KgN<}_Q&PAQfemm zetf8p`!v(uqEF%Or<-pYzlCpRzY%{NL>%AbkY~VD>)0xlgoT-&drc1WuAQU z^D}`fg&e2go!UL_9WPCel!zr+&HBeFd*it;|K?!u*hc^6`QI}F)A(l_`y7{C_L%3g zqu%qUZme(g&9wshzZ5NI>YV>RC&Z2Il?n4vQ_x9oI&&JWoD3l|+24%MEY#7uw-VZ5 zJa>q3MYGJgS5=%M_b2an-tx8k;yrJj3pHMm|DGD(^Z91*ZKa;jES*Hptvg#99%a4} z7hjSeK6`q7>*W|7bEA;ul3ILOtlcM{IQbuR{(mjr!a4O5W6_+voU6yJ_tZWCkMQ`* zwmFBi3w%A5_^O>R*uG@OFMmGcqLAg5T5>9&Aq<}9EBYo}fQ-mJJ#TVz;fh;JEST?t zlh?}q1wF5Bwg0 zZ8v$Yzo~NVZQR8}c6sO2Y!`Mz&qqxx+$J*LtW(qfQf7(%x5{FxmzHx=;3dR8(k+cIE!P$Me}!@%+7wHa{zi*R6OmOD&q&c30}8_=9Xezyr9;yQ=41 z@lEU->e+36O!TVqRsHxKbVQU`Rq3Q@>YJIDPx7&I;HwjRzH;^CoLU|$@bHt4jAzy4 zbj^*SpEQq55@@=!cBjO*u65ogRcBl`;!oDMZoFoE`uEou(}$@t{`-i z^Kv7PeUR_^mCLq=T>gB;2h`E|DDG!Ev!>zAZIw#z$Qc)2K)UmPTZ4V`HB`Tg?`ipW zD*jXZze)ek#=C8JX?o*}SWXp_`2QsKYw;F0Qb472iv7;gi0COcAI161Y}seeYxa$| z`z*ev>EEgNQ|pIiq~u}>+E^z?Nxkc&;~`roJUVoXa4(PP&xS=I80>Q zntjy}U63Hp^($58t&2IBWMo~SbrRZHp5yc4OYh>z^BXnqFZWf87CxtH`+O2Ck?{0e z_XHSbtmt506TZcufA-0Eh1ZzwBKf%xcR}ycl?v(7uPhEZ@e0} zT6^Bz;Gn}DX3TSTZ_6+)*dl3hD+RK6n6YS9$p6-U{u#f@Abk|Q!zY)?{g>8zY+owr zb97IU{R>2O)cj`)2f-}d>oBACR)9>2(3T<>DGMcDnTd#Dj<*x@+0L3bKb_t9*%y?? zZZ0a=ck&5y3g@%8eIb!oPI{(*hoydPu)L4RIyaQ(@JRVR`rRz5`{wYna`r&bjLuW$ z_GcUYUYJKnNR>Xm|L(c!e7hVz^_j4qfc!TPv1YaI9g1-WlZ^U5CqMUroNYK^vt{t_ zUitYSEKc_FgGTJ_a{a{My5>W5?T$N`^l3|GqxXyZ5cvj~;w>_f^?PQkY}g1Ik-EJ6 z>_Mf;?_=r;epYH7zTBrA(Ich9#x17I-tF^`>89Tk$T-9z-I+X#qc=odgY+J3-=09| zdVE>#V8WFI0mqY|0_byzE3DKypXb%y&mR%^3{t+%H)C&xCE_0c>XfQLV_O~Tjf+}q zZ_RnR5ptRagXP&KlfNJ3R=>LU12jYP^71pEexz=SgO5e!SzvW>N4- zxt2d}`q)L8?17Ec$(t=Ngxkbl&5{||yd}di>dDHkiOnW3*DX&iatW&6b6j`@p-I>~i@o&49(#{BInW z7O`bsY}#_dF-m34>+bE4g>ok{XU@sED*rys*it=n;^ZwSJf&bk{`j(-XVeuH-Ka@o zmY&IwbCmsOPc~5%H*eJb_4qW)Qdl$vBI^l^x}u>QHASp)Qrr{IDriOR;FmY)%1Zlt z{(J&BHSuO%0mV}Blw+`J;%8ZO?VjT<%cSK&!xgo+WR@EKgbwD}yfs<0Wl3Pv77bm& zIbX%C4g6f2SLHEG!s+eYB zlMJp5ej7!f%q^;ylKy?(+phMK%p7=t*}W8;qsn`35^H+rfz|tOG=d~If;Ohc{5y8u zOyuh^_wS!4`OBLwPlG4V{;DNup25azvbQd3t-Ug5mSH7x<);;vrpaK3sl0>)aqShE znFw263C>jQJ+ndRAjn~#-)weSa2+!5@&EeuyYEiq&dHRp6Ftm6fycg^#q6i!L>;rl zP|*p>0UNw>-mFX2h|<~MzJC*I;p%y-zW)<{tW>?i=I-K)wsYnkd;b2B`8<<*ah>b_ z*4>DiRV-PU(0Ar!O03oS)Zm$?msw5sopZXQ{F(EPjV8~H9(mhuyZrr9-N&nU`DX_g zYb*1enP@pvC-{7&_UzMPW>?qdJiC3aqx|77SKk_=>Sx|NzV>yMy#0Ro+9l)VMvo52 z%$$63SIN9n&y1$Nw2hoC6IdT;=A3)$=bPrADc{aa-*9>R+ryI6DaW`4WhAjNfW9P4e~9StwH&+$9Ew8z50{aMN;zq!*l?bJ#A z)u%aIF3|t%(w-jzc|IWOQvcg8)3x^fc=fLR?8==}1lgaRnB#M8<>w%?)A~==dfz-# zK1=ZZq2BZNV@`GKt$Xw9_tn<*Rm;zI>;J2}F=v)HG*ISR>8BP)o_e-x%GsDx9pw*? zU5Po>Vf$HikJ&$8-|KbuIeKuH=s{g_xo5V_#UG1$yd^&#d<=Nz$+}FQLiN<_w5|97=cf(GT>F^MbJN0bSl$WtnXUhfZpIw^MHlx&F z{+W3{h2o?a_CTWD8S2BxTTd6BnYz&DeoE40?Gr())wl38wad}Yr$yB}{R-{dyGXSwIkgTGPrjDFM0?Q`E-rVg*;oFSD zw;LT_d&Y77t(pAKCf_uUKa~8~oa=)8TTqe>hPpl0%0G3TPwG0q)V^TJk9v0^W(7-b zOyAcMo&VksBXW$wrx}G$H#)wwr$RhW=j_s+8^-ZfnfbrgzY~xDgT=vL<~p0(E}A#1 zUTX4>1iP8GpH*#4@5!|O%lLly*`=6M9n8fkerm5TRcaQeYF_@XaN|kGG5f7Q<{3R| zmj44ut}8z_SC*81Kl}`oXdue3fRz`QY8Kb{&upHt_47^k`L*CQQug)Sdi{O7ekT@Z z`K2Cdv@}wmT>8pp>Q1AnFaOJe)Aq_Ug<6X@``g_%jz9GG!jE-gwLd_r^Ps9zU#aG& zdfz-1bN7^3UMlx?B!^skAG>t*ZuxD?;&x1hXN0hAQ`Y+Ax8Hx#aqLP>I8tI=QuqRz z$zW09H+TD{r8%kIcTb7E2z@`Jy!KC3R$l6nc|R}p-+kF{xCfHSED>ghY@4#ur(Uk~ zvhu5yKeuga4VL_P^36>By<4^)D>r!g=shS)B2ONYjZTCXYO;q04g4w*MrKE^PuQiDqnr!drS>#LA53rqWoXqKHt8K zKcQ#0PrZ1P{qxB;tZ>|+M#J|*?^6g)-{MqhPV*6J2`~XFM!Pm{6`uo29PAtxZ$L33$sk*6J(XT?b z6=+2(gugulamW09r?>yj-?MDz6y2Cp9rwA-r#%aDo8vQW>GeHR)~0GkzY5w`q^W!l zmJNF2Pi-kukKQ?1aKHGvb~RAREo=2YCHv;dYr7_|t?|Ek>iZNy`7`R9)AxNjCB1(e zG{GKt5AuqdGC0YqMW6QBb`3N>?zYDms`mUf^J&k#wiT%=*XiGhn58XQXcRg9oc7JA zFr&X$A?1iU!r-swVS9e`m)Ym&@&1Y1vC+ic=uyfhy}9n2w)UiC%bpD52z~#B@zqkx zNrK>##QXC51N(p6df$F_X(QN&9&U4dt}XrSv2EH!pZi|rmzBY4K~520xBrXY`aSDU zbN;>f4zAt}qTX%WwBDSx(l<|ipA0Izm+qV>SpCeq;;MW?1+*4XhSws!Il9s_|FJFh z?O!qdnVVY;hxs%R_40VxuiX>kYry&P&IxEXzEY_iecElA{ih8t1;1Xob0RD+ZFd3qrE|bG`dJGhE{37v7W1 zS8=}g_2cWgh7%M)73)UhXB*$=yz42Ss0gXc=KijEzVFV?Q^`dxdyStN+Wda7**{JH zPKE9FJ;uktO1DpdDQ&NLzVOb@F0j&jPGLolKbsvhOgUe}87?TY{!iVFJCg6^oxxT6 z8teX_=aP38Pd)aeqbj|Ix&8^HsxC-Q=SjYQ^N!?uIhaEKpXY*i7Kd?rS?~8uvktdiW3%Yv zcjJE*s`F~WHSR{^Zw7ll{Z1@Sf0K9u90{q<_1-7mjow*&_psHw#3Q>4_8NnWuZLCX zyFUF+%zoZiEdgmW-L-t57<=>Zu3hb=6^A80>D{?8vswaF14&yK^S|EFUV7(n2c+OX zSIPhSl-#wewrd{Cx$WULFMB5E_GYI3!(->}fGm;yZUAj872i9&Yg7Bn>IL~#E_;o? zZ|JL*fLM-8<=qXlR|*j@f<=W94Y?zmP6a;hLSQGJ%X zHq~~`>gtH&wriTzwnB@CAE)Bad_Vl`9GZWYnFr+-x%_?qoG)MK@McgxFpjUu)PDvF z&3B2=TI~6r_R>`T*RSM27AZtR%DtKT`#y<({<~qPF`CayOZi`a__tw_v~@ARvfWJE z&qu@mCGC?pD}N>jZ8?>_`z&{Dx~)(Bf|AS1tL9ekv+sda&=8f|%HHj4NAe9wrR)1; z?pLfo|4lps%6i!C{H!H@we38{`yd=6G(qM!$N-Ka)#p z?pNaTh2Mh<@tOL6H(v$C_|EpPC?RxOZkfIDo|l4O&(+jR%mt<6`EP%|@!s)H<;w$% z;5;pN?Yixn=iuZKcOInSEi{2ty-T!34yIq5+P{|azgD!`dzpO&C}6-%Z~e8u0(V_H zUX{U@WXo;{NlsQJaz}m{b$l%qc>R;j@KNjzLlbtxBv8c1U646ag`{#nCc>Q~Re4Fa<}h~tMB?f zNm(kmSnRcB_t!Z`JHV;`^cClMN860Lzm|$gTXgfzIr`#F^Le|Odq0@GJ}(th06Fxzjf;)JguOEemdfy%$loYmp8vmej6@`_jG6yD!7%Y+=p=3$p?l zXmKC>yf8=O@r{7v8yUH-SU-!E-#>5GV~LI8a&z~ce6H$lvh10iS%JLtj(%vuSozt` zY)Y+9{rMB1M#tyBNzC63A5Ff=%|G{_!S|)^SAvU`q%9`$&Oy`&492?3)iJEhi_u^x_T~MzUJG> zH?7MTe&w9wED7?jrD;2~lCUb3JJn`1g|}2g+F}Z?%&89kx(}0Ya-UzkZ|hUA85Fh1 zVUzkwbA4)Xss zR<23?b?62tov%w3zHS6gTlu~3!~J7UzkqZkkOO4u)|^$@H;;hRtq(Xj`15=7%YE=E z{yq&<+^vKp^0gm*&va%>#)5l<*Wvjy?)0)v(|k*HXYZH>E$!B&vhLn~tbALS^0KO| zj!bYb4@-Ddp9YN@te%xExluf?E`7B{(%R*1Gs@5t%E~pV!Lg^+_H73R0<5UGXlmD} z|7R6$zwPGc7jb$TbFudcfnuI zIX_aq9dce@ZWdp3B*NF$*$31!oVOD>7^iRbx%~)|;~*ukuJ(<+rcxD!E`L|eQ(Oif z3PR4Jdf7K)u5X(8UKi9)0S%Iz<|^B}PyDZ{yGh(tfy>|_7*z9f)@9#3v$dxp9bB;M zYTwxUj#E?U`fRH1W&I>@#R0Yh z{ZflS^s6FF-XN1p!D zeZ#k}0#qtP24dnW_dps}saeyn8--unv~yi*U-r!A1+c+{hnZKZ z74&Tv&AL^nTO4y*2HEj3k*8x~K|<_^pbWl0%gTPyKbChprdfiFLMlwxtw~)67W$|c z^FO&86q1LdADcNH-+BhC*p^@#drak*V?61t%38ma+NU=*k77MDWZ z2dj{Ld*{E?=v#50=MGlWAufLuyW``kXHjl%THE95OD}-y$Easuw?o1ORNw8~G;Qau zX_gvc(9w!@sYl`}WTNLENS`+=d*)-1dPHsa>{QgUgPGup{hrYy=N+J;x#{`RkMCc7 z>Zr;B`G4l)D0sb|JySb-=IZR3&5OSHL0keF{;GH0-7*G<*Ey!#nAxxd$qUQjN31{CgX$J9SO>i8A9w?H=y>67GZ*#6U{_-Z6GccT9KPwMZSMNV<|M6grQT5&}8$Ys1a$n!n ziqrJ_(MS$oS15i8>S?g>TLGSC~%NyUpIO* z_ou+R16>9&nygaSmvCP+U(MQRa zJeCwlo6cr`=9=9<7~_5|Uq4@Aidn0)|Acw-6keO`^Ud!)uOQ+w6C9!n&i_~>PpNmX z1%h?g-I(?hbhVI12iN)RuliDT4b%U5O5weQTy zC;9#p?Ek-h-Y>uZjr_ivAFucS{q}Ia{QdeLf6m9({k_ir|K~^f`16&&FJHGm{yhHQ z&(Gig|9yHnzy8nqm&fJ*{d;+Oy8r*LfA`n@`|}9U`}*n! z`)mJvy1)PLhnJuAwf?EnZN(f`{Von z?D$uBZ2te}m!JRt@%YleU-bdr%q$`d3=A9$7hN^NrmkIVI)|BoAxesYftP`Sp(01W zxTG>CwOFqrH|K6-Z2oKmk-yp<-}#t$c|$v{xUDkDoUOH$zxqYDFwe%6WVU5qzg|CI zFL3GEr6sT3jTUj;zW#jP&}=H%O~xrJtMaq>^{R%<|bcTi-j5CGV_` z-JP=BqA>hZl|}NKhdRFUbB?MePcMCIb`G}p^0GApiR+qJUJNS1BeszoWbhCv@rU67vSydv$| z+tquNV{?7hs=4}o{H^s;+5Z0`$NJC>`?L03Wd9`Rv?%|TrqYx=d)G~gMtTzkc4+0L z9Bn9h?LAxf{(3LVD|?()I~tUHcfT@cQpm(-m-Eh?d2%L4Su<$Qk)qxXpWW9BzlSZ- zny>n2Ght?NDZ zU0^-vefDtc1D~luO+|4ElUHTm5R1ug>(myjGM@eZ+VZM(nctXRtaCdb_c!%;*ta-_ z%jNSK?fUym&lh+}ZJV#8F=3m6dS;*I-r&Ca^tV2|OFpMwyLqy9YrlAIpx=63Df4ZM zICj13`MmD_#oIE|pG@q2?bf&A!dH7<@gLg`Nk+cev@-oFTU3({C)Z_Ef;IMG~R_xBD?)2U0Ug2 z+_io0sW{DZ0nSHjvwiOP{#jZ7|l37Ii%4WM6WU(yf$y=Ves$N07 zq3bCtk7eIsgRTP~{Fd)d^*JcvHt`p;OcR$V+moQ2cDH@%j8&JOO})dAzSBJSfa3Qh z8WvCHozNB*aBl5PR$z3{Yh_etJ)@z@^dM*@+k!&@XN^|~)SRjIDdd?IGKuM?v}?cu zrLWA-xNABN8T2tuHexb5Bw(_VecN%CQvps6!4k82zuc^Qw)VSa{^$EkPR65VnQYFDajo8g4a_7%Yy7Kyt_1a*=SFOAihyL*I&10@TrBiaIusdw0nyC3=LFsvQ zhnG1=hlG53-TwPyYc$h4uOy?L-ZNBY)^1T$lxKn%OLXn zwEf>x()CTcs;vXBTMK>8P&<`+{EZyL5^EVz*J}?&)Ox=zexy*#?f24gD@Ufx{e$w7 zn@;rk1nTnrSG=|CrK#Q8x_*m~{022^?8Z*H;qJ8}J;9U;3&v%h;m8;k90m_L~FTEk|M(KbxPF zUy|Q{dz06Kjl5I67a#lfz4(vn>g~xaXROj~!z!IcftB!f7#rQ zpshvhkLq^T2xwI>`LlkN`dPKLG3uRe>Ur7x#hm+22}hjSyxeeOdg#uci&Cncj~_kw z%J22jRbyw-iG#;nVhWt*b#CrZ{G$CZyc>1(d`YxW* zT#*+GzV&%~^>8jZ#?~-L*ZtyAQIn4o693#go0l+Qr^k~kxm6tqXQX-=szc28N9c3=9Gc2++U?VyEOM2NdNO6zeAz6o3L2T{owM z>RA~^1_mA`1_nWp1}JV|T+hJ30N0(IUzCbXyRUtN&TUo(h6X7}R6=z#G%)^R1UGa_ zGE#F>^}(beHUrjJeob1-!^B|6CCDHF)6KxZu&t4e18e{&;TLD5rj``zgDI@0ptrDK z1~o9g6k$SbZ=nYOdZ~`kx*EE59*0{|CY;wJzA literal 138970 zcmWIWW@Zs#U|`^2*gjW1jNQ>UsgZ$!VIuv!gcRpZPIdb%5BBHD)Oy8@0ohE7-1 z)`^aOhYbW=*9)c2zu}kRz1D==Va7VQ&s^#8oOeO*n+wPTxRInPLM3SQTE)9v}Y%eA|6AKbe$y}DdJZ}viE z^Vi;gxD=TFi*A)>-CXeAX4!S~qq#HGXY?r9^nF;NFnx+oX4S_%$#c)hH*6Aoy68{) zj3t635c%>?#|zo=IzDgQEUjq9F9-P@kC@2Z^03wq*l zddpEARVk&tyWIp9T#w@t@#v1@`f|-VP{E=4)zbfJj)k$JwGOmWzOQJ#98G$zh|W~Oi?fC`J8#YqQEL=EAIh|Gsh=fkSXn9O*+Q~Br(GejQ9OzKno zC3(3!xa1_SgTmuQ3zH*0CC_NTes-(SL*89o_X6ssRe865oT>b^>t)8;7nS?OORj&L zd+MKFo&aBy6q>m$&oRcIxxk{vB<|eg&dTOqF{`W7yxB6< zDaZ2Kg`%VRKfk7UR7Fmk2^PHX-sf0E|~mDME!JJxoO_P znpIhQe!ZN%zy62NpRcd`*Uzh6ecV{||EKBe=>+GB$@6uy4Gky1e4Z zSFh~_YL7Nu5ENOs?&q@~iZ22e8Q*t*Ub-YgY{Cm4rJ&-+z8237E*rH;22OOJu-s~r zdbiR_%Q=ODFEy1!c#d@#&OLWGDR6Oh^b@h#8~rDhRx5M&oi90|?6I=z&E?G&tv7v6 zOFm!O^|xnkrzY1y+f!RrGHP3=lnS!XFmL;<==SICw6Dw)8@~uI$(bp>OSLhh)>iKX z%c7c{tXC#gwtY5F`?hw@yZBPS{hM<3{kOTNyP?c9H~qcZoqB`x?+nUvfsE+Beq47q{IBe|FPQHazHdT&#O5(-Y~P zH^Re;HgbRTl4_Yw4or8uKdw-xHRK`j~}2K5yX8s$d~p9Lvjm()>=2`WCyGqKRK0R-U`VXEe(v;E=S+ z>{S`7dorT$3&(`Lh?!vLd0aff<=N3%4VkCyWiJmHrq#SXYp6Hn8wy|%CtjI`xdEv=F&TzZFR~*|w8xDZN7v;|4v*Mb z6}Hdpx@+$1ue*=@&gbCTx^3R9)yuDKDSz|PVL^$w$&a&{JB%`AC#*0&+kN+!7hf9vlUjx zIq%P%=8dY#(QFghs*-yC&GP$ovuZZ1xxe>JwXMF5P^s1CRh3e$Rvs#K-{tSueYfBL z|MGHw`#-PhYd?RD-}ira{QsBj^8bFt*Zscz{{M&N{`YIX{>|U__x1Aqd;aVH|Mj-~ ze$Cgzzw7_LyI=SFZ~Xq>U#`mA*S(m%zJ7N8_Ltl5*L;1x|Ie@Q`+xsPf4lqs|97|d z|NZcF{{K%aYrn64|Nq-r^Z45D`?veY*Z-EU|Ni>RYyJNZ2Le`-_zr3zrT$C|L%JI{D0on^WT5_ z=q!KX|JUdK|3Cgc|L^nqx*xCN|Gm6?eg3}>hnL&e_53@$z5Z{z|NmcyPcL7;|KIL- z`OLZP@&8}_|NHHB{=b*}@wIVL6|NHyve-&P+_jvuw?#1{2=Z|~;dAUFK{iDz4|NpVCuiSY2xc-;F zfB&5hzh7VV^V{qHAD`R*`>_1`%KE>n?dyJBU;pphSN{J$-q!D_`}K1Am&XnDKfb+w zZ~yQ8`hSnrf0$o3xwFjX->>lcAGg2T*Ze-~-(2%g_y33e_WSpK`Db7I`T72uKa2DC z{fdvTyZ?Wu;VJ**C-aZZcqH-i+ib;|&1dX+jgC8h`Z4?FkDpJM&yPRRt)Y6~t0?a1 zugeN3#Y~Lh*xaU7-c>SM?FHiUX%Q&82|EK%skLum^Uk``x|9`jq z{=ehv_x=9Sc)mXT|9=Pjf2MVR`0f8SzxIFsm-XM>_3hv7|Jm34JGlS<$Nl@yfBv`s z?@#^t{e}O(94>$V|MmR)&woDr{{P4J{eRwVx8LLc=jZ-^-}vqSUikKy|E#?Im!Aed z-|zRY{CPM3|KId8+(wmi=FPM=Nqhpa0K;t>TZxf#>@*tq%RY9AE!K_~*|5 zzb>C&8vkSG{{O$$*Z+F;|AyV)4_DXUDzE>2dj9`U`6(0rtFirj{(j%D)8Fg=e*0}- zU&Hn1bNK&HroUzX92U>6dno(oul@Tc%m3}3@w>i8<7d74r^WgA`qMrwzWV#3Q{9$I zdn=p&FY@pIXIpQ7kPXRm0locC}&cc;OzSfSl> zo=!O8nWlMI=3iU<#8a`!=37Tk7Kd-S{b6NKoY3Jep|Z%JsK;4Iedg1na~RM zpuib{T+J>bZbJE!R!qvUedIaAliPTq!Nbcnv!4jM36-lHnte;P(BqLylGex9XS6Ff zexCA3T`1_{bkAQ+E?-<>+D=Z7{B5*Y|KaWjX5R5Ch3-nflscV-)P+7kVs3(T$p6NQ&qWojqDgCP+EyZ(o%Orz><+#Pk z*Ad4|=Y3K#U9xbEqr{R$2CLBmbAI$}qi4p#Q#tqVdCPs-^0lgm%_#vDxwJ1D?QVW% zftspyCL7DAUN^0aREh|B&iU}2fXb=G6U}==dbj9((g`qP@zMy`<=Q;Sj6=|XL(ssZ zuPEb5ittobv!CHjQ=_9EZER1xxL^sd6ARCz6SLh`xkZUrnw`)%*tztdlz5! z6Tb-+?-oyVR#ta>CSBJtF?`P%VVR~9Wj`w+VHTE4Gb5BkmDhILaHlMJ%MY6q5+f@k^K6oamJ?^m z==0@!eoyJW!^tF{WTlz?MCHV+whF`Znt+Vjr@k4GE$bDMtaN~E^!}i)+m{pXgr zFPB)d+2t0rD^oyS`=O>MHm z+{8ko$g|SCM$^{NqXRZzHv$ZLCd7pyMs*z<6>QghP+Znr0`gbF1inkKa98$77h3X|H#r(4 zQNVM_ah3u|I%kpUVO8F5>#hmvbqVsog;8`B^IVc#tRt}mWSa@d8FN@7pKcd-~nQoJ>qF z<<>&NozknK_ZJDNsNc|dG&LbLN_@xPi0>~JRhu|2a+IpP z49z8~hZnT4O}(*rzr)w0YCm-{qJF-YWEA5p}Vqu09C>~1rurOTg zE`Dk8O<}52Qq=PdSc;ms znET|#!ug$RPfYmZBw)dP$ug=RTpTVH-FHe@r+?=GLyzY#78RQ~9#EJI4am)oZhd+x z?#JUFg?;&z(R;^qlQ0Xu3|ZT zI^cng2m8xK%^;iLsnF4Ff}V;8$a$cYCe!>xW4GK>P*8YDe(O_;kh?bHkQ^u(P6Q>x zZfG*RclCnCC1%Y_h5IMxP7wX!s$AZ5;9lDke7Q3^lIbp-Wg?g7* zI@vOx_(IBS=_x$TLQ*2@<#Xc~%yaBG@N9}YTlf+s6U*D3|qst(tx3$9Vh<-Kn}CG*5IVP0Vo*QTkrS+d_qit%3Z1m#vgL}vEn zSMfZ)Za=S;r!b4%(Jw-oy)spcCM!HGYu5hEBK=G#zo=@%#YK+0JV8<78wGXZlbrWH zv%WA$+elm6NJra9SKCO>wvpa#v)R_VK)JGMYRs_+5lJy#qp~WqZB=I9s?5x)&C05` z&Hj>L^0G1ahs^9R3ubR|dna|1lZox6+F3QJ;5|3Kdu`a`x4j~9YC^(ugFahSbNCjn(-}ntZ`9Xg3 zYyPtBf|R96k&w#cP{VJ_F7cY>sY-Ax=?3NKSVVadjv zrpla`3d_55rwIONRY;f+r@YqP@{5MLW6`{i&OIzI%Ud6%hBh@iT6utyh$AeCq_Di4 z$nw&V?PVZ)X48@PpQ@(BLJESrMsqxbb@)~9o%^UD0j>)UAPRiPbIcr`6Z)<%+aBol zK)mUI;fV^ag&!rH9$U7gEJ|!t@ZGTI&NPW7oNR28=ao$4+%jx>FI31Z{AlB3?a}Wx zLGGq9XYvF&!&8TXbyC&$K^>$%TSI@to}Rs{QzaiWxi&RA?gBg274B4#mlH)^M!0MX zghe0ECD&QLA#OVi{5S0BEBt+n{onzGxl2HaRRvmM@ET3};xXxq#N;n4CU0?j$8z$b z!d{OkW%bz^2ih+R=4b@01J_KGKt;l2Xpvxc!sC*%=cSJh`+BWBAu*mX!S7PeBBMiZ z+gP+Y%c^P(bflI{1|_b!&?Nb}d1kMQ?L-yZV=A^URn~&qZ@n@soos?jdX(QB@Z4ay z{)11xS(HHrDD`7DKV09u<-TI&DiFfIN`QsRM4)cT3n zgk`IyOjdYmb}-biiI+J?>`%gC*X9zGg5T_f#wB6ROTjvqChJ`SH6?g1xq_M!YIhnZ z?|oF+5k1X@gN+H)5)%M5fgqiT34%-1g_b;?d+_#>W>9hhH+4>UPEdWEX;OLgwTS(G zc^2lzl72M~4p5yB?n4M=m{oo8sVb>aIBE7;ZtX;C$3+g1xQa?_)UH0teTVOhLWD@h zHOpBFfry4_<0QoZr^aV97VmekZB!{z=ipEQ_aW}>KXF{dWkrp4@gFHS0|AZ9Mghh~ zc*B&{DC>()))$%VFFmeeESI#GfGTO0OQy4YO~fh|NgVvNY28Pa4p5KaBB~>zo?YyDe`Knq_05+aC z=mghfl}+r+_6g-^aOcePFfi~qp3&6c2y5G?H}^=`PL_~;FL6IjvLT*>sa-*Kv1w7p z6O|Jk{g)Ef|M=@6x_*Ta4$F>9ui6%QJOkAC(C@#tSO(PGmb9B2$2rZrF@u zgb6Sw-c*1)(aH^$`};2DEGj(oIb&P<7anu49#c>Sy$WA{Q%eaI*zIf^)yofz1&d-~RR1 z_f8K1^*%7#iXd%&AKhLQ?k=n{j}_8Ga<}B1w45<7MD<32_l9kt*1$V(lIn*iDcdSV zTPwZycf>aJSs+@4MM5c&4;z!-_%5}~3;P60Rp8bxyuIk))*t85-{-wyo9lN_2d@ZJ zA-xFnYkKmKOaL2KS8c52Bmp; z6WGD6FV3ScE~zgL+T6bG_BxQy_LS#@7%rVYwTPM1cK9A>PQ0ivcQL3Ml7W^{yhcS| zoQl2(6@OV&3~f-gE6iPd)5ZDNW`$24hqoRnoyiZX@!Uamp)It=liVU@Tcv6Xa^g`n z>HQsoDpD>JDtIoPSU7RAg0@|M-`n z#37Wu$gQjw)PbH<7|C88yq(odL0y7l$`*%?1_yYMA(E%6bw>Mzbo7;TwmKLXct8^mJmh8ePLh!|ce@$3*9sJl2NXTl_gy>TIf3(? zU2W?63b_X}SAhz}UQnT!4XtCvPOP}7z4D@Ad(P@OSx}kipb!f#Z=xP=4vN329aoSj zc@QK9D(R)5p$ID6yt2MXWq;99{>bh4Km}~kLUk+7pu8R5^$)f&$(Qn*MVWY92PN-a z(2;@k<{qiNlcZ$Vd*`oS2Tr2B(E6cr&ciN=gKg1`$1j4q!j_;ceGZZItZq|+Ad-x<-E?HJxwFH%KFkO)f5M9=$+e5=1i9;HhETBG;$$|1O z;Z09X4+hWWWMg}Yk;TF%ExtZuaX2X1$R|~mZh@2ptXU@2!I{0^#caU!9=IhXny|E{b0*JdyCOr&CPwOrn8$@-b7pdk?4Xdz0A{uO`>itz~O`NA;M?OrB?F z6ILDEVkg|<)fd3o>Q(4@q%3j&pZpK4h8a_2(#>ZaPVhU{!#qd!;&j_(6}C?fT9{}_ zx+ylhdBQaI7*%~`Z*e=CRGWA=c}kp9uEB1@>xn(ZMrzNca|F-q*u=N-mc0hM*UOT# z5+Pp4vzu44UH;`0aEjxGynvRd@VC}d{vfL)>Bn!_iY3mRoKe^~!8iWfhGWe)n+r3h zM;`f4szXz+Qhs4wsUv(7M3N?Ih^2Ubv?I%`(MxL!%<0U2{Kws zv(1wOH1F=_T_)x8+SpNZab>;3ijXz;#IJ>Vtv_ToW3J(fDSr1$)_r6v4>ewQXWEay zPaG`+yq@PDTM%T`Anjv1<63%CkQ>YYhJckb4(hL2J%#Tf+h$|7sh4!;oHJDk61cHh zB>zc>*Y^+U&!$hg3tsgmCoC&tXXUa|UQbK#09dCz(r zmzJ2CgG0|od+MBmc^($^^HsE__7ts~X`TFldwv>Uv!$f*V_j9A)7x9-SGO=Po)mbF zli4j39=%?Dft?al7tEvoX8F`+W6`_?bJQbO#Y;51y?lD_SWNrDIVJ0i9-Xv&_{l&_<9Uno(w-te ziI7to&u2kXgy!?ksh@w$S^oA=-M?)1r736kNuS9x09htkkZj+!wCDWHL>Z~nDaD5t z1iD#XhXi_{pQZnrIqDkEJ@whmXILj+&{#Yt`&r7FDG%3){Mxi!DF0QJ0bj4tDa%B# z3^>paYAm0l9(GQ6%4ZetuiRiQuXpk_TfU4*ZG0NobNV%J+1^AMEwD{NaGQeQHcfja zery3qqF9!#_|i_c9h&c^7FI@`m^mfz+~mM>oXuX6Ph*V1LE!}s3c2zNxAoTi-kCn7 z`0Se=$E7_*=blLwlsg=ITH3Syu)RdPm*mqq1}mlno-+;RUG{b6f+@l0gteb@o~oR* z^jE7PNa8Cr0FUa+t?xPgSz`O`8UwzmAb$mDE}oMO_Lrk3%wJ2yXG))$YgkdHcigh4 z(C^rk+YJ1v$#)EVb~w%GWk<6ued(s)bH-rn)G95tTqOd!3>HiQr;N>a3SzmdZ))F3 z|C%5pF}1hIPr|^2gls>Yv&%X zFW$Z3-O4E!&v7;{4|21+==RQ)2E$#eEs>`L%ZB0U(PYem@@I4X|Yk7 z5_ikZ({WyZPW?{6mQ~KLnREQ@oo(E&-82`^c?~WLC7!4F=*`q{Jyj|7=xQ_jV^DGu zW}9ksYG)d#V)(o!r0`T_;!~S%XAuSy&Yj&Mw`<^{U>v$~fSiU$~2AtA(-U7;g z>t=#0l%-(H^aIXyZ+sPFTz>4q^Lc^bV3aGoYI*R}Z}YevNj?@PU|owrWhPh`)QQLc zfCGQ^In&L?Y@iZmc6LO;Y@3vdZM<-|^r$WptrJ6vWItN`Z;a8iX9R&V!gD3cQ}%@O~0`af5^ zM6xl;Hb6@}c(7bT+T0ehgovBIa$#~vWsX1kK8_MM5t2V_(yw`A*u<&{b zPF@LqR^fUdo+uo9s(E~GqI?hYQntl&h1sTDIy3tqB`1)HIvgwJp#^aHqg2v$j?ST!lqx`XFK<6Emh{APc~oC}Ol?N(xMqruw{ooq7EN=iQa(Wk1U^0A)Dkd7F2(3FRx) zrN($}mwXqSE`u$RMB4Q4|MvD!6>p=#iYXgE#hfpdIOF+TihG@ndQ9B29}oX0$Y^0n zTah;X)3-yyqhj6ho4tkLHpTWPYb_x?eq}QjP}tjm!u|+6?2mk&c=WU2qn{Z%w%5d6_M}CTi3*$F7l|!o0Mn0+g&e;K{17srlEdn(R7 zo5iK~N+l-Fc%85sF6X^X17$Kd8+D!(&9gFW#YSnfPTaJtym{H;&|kwA=f$A<$K({O zMl(2-`CK{sx$>6JfoAW;k39g@p%x+Ve z+s7|Y#uzj@+MV(`wx*u_Qw}iq)4>#NWohnAioJ`KQ9!X11`n6&wsVpZFmk;&}mOR zZ+qzJOELNBzd+H9QC-iEu^|H(u~(BK0AFYRvSKSGdjBXW^*6A zm*iVegYF`{L3jC_`n7ZF8P6x@T-EP6c-}Vo;ZC{d2FENVCtvok`*GsX=fvLa9JZjA zAU2JUxBhy2XqUStsOX$J>9Nc)3-#nrRteLT?ilFom~QY8)Xo4^+P5H;w(yjqTR)H7 z`pNRP2Gq9s(0o4Qc@?-(&H9*dff84bL(f$TR&5_ z6ra5#*$lD~)S5PVXqxRH3*&#TdCuU6H3Uo=*m~+2Hk4Wms0(t)FMW z-kP@dSF7QNoy%w5o$=ZLq)j~Lrqd3awLk8Z9%>BQeDNG7vlqM%GsUYfs8hq#+4_Ie z*S?@xJB``=mVU7Sm-{x8*2Z&&KVzN0`yAFv=FFqYJ#70yDNA|YYfyi)XQ$t>Co3P= z*0e~s{WNO~a{8IyXzJw|YyNQKIY=As2t zP!d0+IYip|0mqjLn-EooWZBFXM0`4N<=1kb~|3Bu>o z#m+zeCUm>C)c<@hw9rYOGug0m&(ZwN>wC1b``kCPKXuSlo(D=EkKoDU(NB=i8gqAV zco%r8<9XGbyAsdA;dtV4GRO4KQsw29pg4O3D)W`$Wxo2n^E&g6mu&_)QF6=sWAH4~ zyCYWe;l2Je?JLEgLJp&XnR)f|j<+vCjS-dNbe_5ol3!zt)svs~g#Wm4I&L~^7$>L| z{s`Q}g<5t{18muOf%EB-t3jPe$&b)txXRxBP_U-Z`Q@hTB)|y^#gXT|bp34NBW&g? z&eK13sQA!<=kwBFwe`6toLgF|&Gqe^o;&VbaV6;pmImul{&r9U4b;;Of%bIsc6iO$ z`zG_~*;5?tZmNehQZ8tm+#?BTz6bhQ$46NApD(|qx90m!cL`A8S+x#4z~C|Ot;dc% zJs%TWuxGT^t)G9aIP><1id zu3tTKgMt9IKC=FrIr;(T#37w{$*0ipKV|%Gg~yIPOIp}97thhhY=^f_{mgpmXVR47 zLkW%sr=Z!oboPnBt|^}zMOg^wSrBw=SFtUmAlCn3p>$}k{Fx7&;h>f=Mvsu&`+4Ej z$DmXNYW~_xHM#_Df0*w{^4U<6%z9Acc{ivx?gs0PSDIy&p89#}RAr3(?%0U)8ix)z zdi8IXK9hK+)M(kA6HR`HdMgjPAK&nCQP678C@czuwIVJlxmB{7azNfcl^^}co<``5=0lU*G zT(RFI?R~DS@tnEBd{aRkyZ}vD2hUMceeQalxsc{n-3Q6)Z7<-h>8Ou44O>oU9!ozi zfJ>uG-npwYPk}8UdEL@g5f0 z+>up+*X|JSc;!;vGd^_&sT4J18L1QgOr>-I?vvF$DT7E4Vl0xAEU`L_2}n{ z;S19jgafWQ@1Mj=%+xt|6eV39|X5~Vmw}`=vVJLx_7Hw4_ce&%;dnIXS6a%bq1F!u(~D4&(?p^xU64^ZWA#6GlJ%=& zA6m+T(r<;Igvlvb@4(mX|NF3Bat5 z=0#ZhUpO~84jj7qH@U9Q-EL zqrF}8UG;BJFB&v93>qeZRL<}b+mjm4TMjl)2|Neuy&Scl9)9ep(eaK?pe8;JU7lj^ zq2s)e(Z9By>)$!1ACEp3thsoO`rFHW74JtAwotX=obb<5=mJ5oP2<3S& zuM`RI9k*BQa19~c!hWSCd_^f}IE`5HH?>&3F*j!W)= z)aNbL=KQxUu@%~tX>V=b{n-{9@m*tSd5+->Xba!;&ZGIKwI6>nI;iFVs=zQB-7}AV z=J{wN4INj2)I_FF8O62V&Q+wPZ0CQMpUZl-=f%BVtuIjTDgGLOG6rY{b6ZxEx zKWNF^<()O}B;VRdzXi3IE;CoK>uwIr&`a>;hNyho63{tK1RsvIxNpkGKdMeS!1bZI5>}+a*7U@d6KF zgT_pjF|I!@uAN?)W1r7+s~l1BotWi!=xJh0ZoDM6)&sy~zRK-CIXul3iT1Qn&Au|n8DOE0V0^0b(FpIeqcceBw4jVyo$c3>l8M?N2V zRQYGy=Gchu&F61yZZ#;l8et5YkcwoBX*eGD&FXmdIdBsKqX=$2`dOk6K$8fdlpN@04IP;b^s|n>7&9`ApSMcl1J>KecyY=s<{RhR5EeHgc2B7xJsV?ap0X_Z9 z##9chjeKVB=Y_quz*8|3&%p<2UQaWaEBx-SxxwLI)}S7z6=)a(R>NpKUGlkc>1W1E zKNHqitMkYqN-W-#i3Sfp8BON5Q=ZEYs+P3i)e=IJ!zUvR)#7iUgf;P;Y4N3j!gxx#Gc&pm~VE}VJyQ2EY=3G6X~ zd{aRKF`!`@`1t8u{xx%tLwcK%+~+})2>n5za>TbaMDxKC97p)Q}>zh-X#g>&wpUM6G+b@ANIJCAXG zpQaS!$(qldifaIM`G(uArTsx}HrHWO`-w-l2E9q;-@tkm)Bphuf4E6P$No6oEWrcA zEfscBuOahvHrFBjvYLIZ5>u3Z&s{Dw|KryMk3l0Yptyz)p?(dvIserBvG~fq{QbY5 zt>#~OVAJ`-efGs~k1zSPM#`ns>ES_dqw?mPyw4JRn66IHY<;u!hj4h^G2g?vu2)Y~ zEVy-kW_%E@WXRc$SI~**vz@P$yI(20e7zXa4%x%tw2VEM6(h)@w9vF{ndtk`$D#Up==VRPNyg4P~&zq+Q@C zIpLn7Nxx1^`o-Z{t8!Da$7s^7v@%eR3Q8~5O_|PeXsV6C(w-%DQl4`SR!o_A1u|BY zzEn+prN7R~xky&B_UUM-sXN$*%n%R#Ee;u?i$TI4(N<5%(7S;+4 zJZY#UxcCvD6{v~g#J2Apd|u~z?g3W)meayDPiqbMregGa7ujuGWak(-KjmOuB9GjX zo<-1B!_+4A=PjpCcd#~srZ295rY~G$VYB6~wMnkEO^fVKM*TY^VdEv~8VfFOHJ`At zf4i3FeCO;l$9Cq$J&Qn1UJYo38JyC5C9M5QSmf(TjaRVFp~kD6b>EBgY&<3g%{$?z z2bxh{1R6z$X$m+M*=M)$>5Gp}$G{y?^^Pp?5R8s{daYFEvX3jO-aL={B_|o+=^XB^Q*tACb zj`3lOfKwjeVfzwDTC~wNwSHNX_Ohm_#O`#+-$N1>9+|L(B~M$-Ed<{E)z*K<=4}y> z1)67f(1a(Epp$`Gf=kmfKvTWX=cT;^_u3|bW=tLgeqP^mI(y$ic6lu805YE&XFoUI z@;TD%y?FCZ&|(kvW1v$LZ8AE{&oo{iNIE-7@YEa&h7pD5C=@52GuTVn{F zgn=%1syxbF(^CDPH^qm;%{m@5`G=YuxwD@aem!26c()j3h}z;_f+W+!d*_!vdixt( z6Iz36Lg<9hv&fZKGoNc`KmT~8WcP;nbIkfZjruh$jF6UW$vP*!;~T!4t=sXZuVBHI ztS#7v;Gc`+h+nhz%6xWCVntBZ9MDYrncZ3y7iSb4wmHJf0P1UEwo}%xnY;eNxo}uJ z{Dyu*Umk@_2%s%P@BkcDX1X}TA;$Cysh}#ruIn>AJ$-< z6NQdMf`&>#qmZEbyzJaFsgsxOIl{gCHvH==T!5wgN&Q&UTCoo_v0YK72O3~$wv-G$ z(bn~5t!jnOt^CZ`aBrghLgN>Ge8nG>2 zQ-7?@0L@|}FBOS+xR9quTXVUDl_usenwvFfNb$xw{WX)9N(lR(hYlU8&(-GF+*bVS z-ZMctw<8uIUfYY0EdUK4LI;l!+N!5q`aKu1gr=rh@8}Mj={uhP1_fgucwE*7J}z4U z9+#aL9}%v(_ro0t==AWJ-;qi>xruiwWV%c)}UV!D@Ae$Qv+ zZSa|~Z+ofK$1gG0Kc|CMoqk1Hb-H*SXa(t-=i=A?KDhi9jABb1CQqfJea0^Y-(j^x1rn==A|XJ={#CX zU+;u2?@7J#nV(~7*VjLXc6p)bYA|mz%G=@l(c>>@0q$$i3fI{4kQJ`yy;PUaQx7_S zU%k^yb@9CHXXhjWyub~?NZ}aMw1{(>aa=V9d_7*E4!Z<=DS&~NrJHI}h)wSey*1fW zQr`7AE`9>(h}qmvcpQFgYH7pWl~@vppN+rHJoS#}Cp(_EG;S_Fbl~PrIq+;~sMwC_ zjr+E9UILGAgL*7p@E(ho{q%K~r&F`ZnpHekN#?#gN;^@9)%oTc>>Z4QjfB zisD}Qq(o2At;(dgHjdW*poNIw#v^#}$k#{n(vfx%{xpp8R88aQmd{6SRW_B)`*Nrl z)Jy^`0n2!vvrh2Z>U~D*QYv=b0u9??WM|NT?)<&GK;4nWb0O2op!r1$p`{+y^1(F; zuRy66yDp}!AYFU2yAOiqxO&RYJ)3o{g8ifR<5R!W?PE;R(3gKT1^HR~ubF#XRtvh~ zW3Hj(luO#@d7mv=U#a`SLh0C4PV>5@xU^L(fwV21FO~%!g$J)4XS`k_w5~^cjm>g& zUGt`%0CP5 z(}7}1(Bch@`FZ2+=aP>q&B9PtAf?^V{5iES)uUj&;Zq0A#o)R5SMc$KSCwgBZQeD3 zXW19egT&mGVzcWU{w>w1F+0z0h?T^p>s~*2`2fhoeIH@%Vu=DpriX2fF5vY?7*q3S zURAbL&Fh7(Bs#cwO5pjMG09E0uSb2<{&rQ z>!1aDpcQTF3Oo0{oLZ>b`(aKFsDF&pDnE%o$CiK3HG~v7Pg!<*8|w9c2$%pW7eP*+ zYJ?UT&bH@4_JFfXkeh9K@zlP6D*kt(dlR@u>FLMeOgc!a8tuaFD#5_uVv5ot+>{3woxaRR?@Nihc z`=0P$o33wkuu;dd)cxb04Ha_x?ejsyVI7cK6Vw~A?5+52_3#u=b^@qO?7DghOsVL{MtG0EuWk2N(eE5S1g12eYY%U zXZsWuKGd$w=e{%X4`@OIG-QXe#8`jLT=9(OuG_#1*N>elhAipKmMD;AdU)foENE~R zW7!dR_VbTtN_KB}_k7+(q~5_9P(FG3xhe@X83Y>5hP0c&D`S_=DT|A+?stW(GP8!H z3{X*3c=Uqjjw0#Dwocf~w?nro8_VKA?JrPU0A%91XR|If@HTGwoO&qr5NKeq4Agsv z_Cvt!j@GT8EAk<;$gl~kpe3d00Z*qECPzL_^We9V1GND`U3ciG;#t?8t~O~h2pi}Hcc;W(s9My7*llX z=Yd<5F;_Q&hj!*dmRp0?!|oGYdSlx2?VS8UZr1Xct#0P*=geC^Lr4BVqsO4-B;ip7 zl1vXj&3J4MZa!d)ibI#f8i=73G&juVww!+5@cKOmw&8bnvGb2XtK4Ikf+pZWzI}Rx) zv|HtZM)L7u+jA#p*i7hc;4tq|Zu7(1@oU`rx#A>vG4Zi=y0E!LNja|1UiWY1cHOVU z=);}a9JqM$IrnMj9#4L=o%^+>+yoI5=g|i)VYS&sm(prAu+qdaqaK7)jqqnAd3aI@8o-zTsQTv_0?~d>Mc6WTR zE+MZ;d0W#`W+(M_j=_)K^AQ#6j)Rwesuo3SJp5#Gq&*naj79AdESPfnocpzN$-H+! zeHP@>Mqzp~NBAXP{o@9F&^aRH)oA^Y<-OnqVqTKm=V6;<9{Sd_oW3kHeXAYTI@w+9 z{A0h^+o0j;V~3zSazN{6*lLlOpCh!Togek)3)y2-McRUy7Jd*(KOM-{W)sv@5*S*;|eXky&^tTDZ@%+AqzeoyK1Sv!r{ z;0sK*+*{x!nCG#5$I}m3+lnx_6SV&wY(iPd@cK(!B27#M0;4$L21* zQL$hO=1@x#crX++`ci)EK_FoC~zm z0W|Uo+PU>a@u5=Up{c3If;EpdV$AbSK9@f2T)M~e&1W7#XRw!mX0R*8S^0yWq@LH* zTM6F%hA|s=UT5xcZ86Y@zR@)B;PEu@BEq18tCrO_-!vWr4SN)UhPhz7^9)XDJ~!5W zZan4lP0(73e%s`$&^}VB^32Hvl@gDeIY8qwn0xvVx*V7GxVL73mwHql)jsxS?OnDz zD|-qurU;$`CF6(C6$fsX4{OpM*0dGaoeubWNaD{8<3l^ao6(HV?5MY^zIm88KUqOW zDzyciJ}ltr!(x7dus-G8fHqd+4U3WmPRDXKbn6P zRQOH`=c!vA-TVWbNWgglwvey~JbYStXHL=X4euOJMHC~}+iahiqPb1I zs&Bgi_L@dq?EK?Ho54#(Kufxz+jK=gsVE(Knt5z?55}6x^rd0y^VaLkJO2Ls?bfe- zL6DhR@HS_klRIWARcB|O{IK(QTesU<&@z1Vv5zZUZ~t&#GxY*ZcuF?AfmQ(YrhJrr z_^Ik}dbA*xer?&lO=bI>tm8f7*}&5gHXbJ-QT?7>bI;AL0_V8L&mUvo&j1=b-J5;8 z^{d}fj%F{(>bcNC<;S{uO;xEeacwN(y&(T#v|(U_nxHLr;PEO@6DCwF=Xr~EX3zd+ z&~kOqpvhEFqXRrJ4;sHdb*r-G&mHhoT`1Cmit9VJp4Wc-$>3P-H*oQT(M!j$)*mCO*=t|Ndt1@{JS!G!nqG z01{_B<3GP`i=MmrdTbicT&!IZ=)f>&DAbq@?0&yvXOmF!;2ct@V%9jl0%#pw^cBM*9NM97cXW^ z0Tm)9&W;H&ao525@U2hX_s)=Q>ZQ}?dLi3<4|9EwHq_HE?lNCz%s2JY%Q=QCK&w!} zyMsaXDa?^_OG~UETXy}Pm#kZPU|CSlY44LDwdc?1Yc9RK^B`=tImiuZ{pY<6N8yWM z{g~HGO^P|0e2m|2?z#ChN7a*;iRN)F)vu2A+OzMtg^Abl z;$sT}tzfHK13|vJuwuqJ{WZT^{g)SmRwEe1oj*BalG=^%uEN7n5AI1=$!RRT4H^W! zdyW^nn|twG&>(HjbMb4o9xqd$_Z)1V5?7XI0Gj>Pe>HXAo7CRwVta{pH_&=rkd@%| zx@R^Ap7ea)x#aVA&qaZr%U+2eYY42G11;trP40PldS2q@ZS0Q^tVjWE*bRhl*j+p+ zIYh}#6}(~B&ykcUXm|uu!bS$rOHVwf3+HZ zye9$LJ7{(NjOX)N%XZB9GqrH3&xa`(!!6GuSH9Wu`3!hG88o*W0P5<3hq=NwaWp1m zs%E!vvb&{%3g9029$oO#c0;YWu)ENKbO(Dseu-zRelFIcIFDR@dvqCr5F2d-?8h#)I!zi zOfTmYf{HWHQWe;=J9J&_{Kwz{S7qn``;ua_>yr|H*ZjJ-%;*vO{E6o_WAmMyxy@a@ zHNOw47b9Ql%MI&$S;e11Z^F-hP$;ioP2>Fe0EbY?Z~!JsV2o z@;BbqTT`y*3ONk|+DJXw<@fDgo1&fdbMRu-x1jcG8f?EUWRvd4cU#{cs&dyndq^I`hOko*#`Uhpz|&jTms{l%3nLXPxnysY)`SFD)W5+psNE0gWe5{|(+>3bGB<&Ib+4U1r)n*I3U# zpc>rH!8)G&BL_B~Ja3-#Yw$q^evmyI;*i9Y7ANYEN7{XODk)%w0LZ_^u}ki zP0#;*U;9$Nte)q8x5S$%2A}urS?`)~tsp-0!0MF~q*wFA|6~%dR(|#9GkON>=`l-1n(w)>-Q}M1QvTb&^L$fB4T01?37CtV@n_N`+3j)!%V&@)U&&r_V^e z)Bb7^YEhM6`t7_=E!Tgx*{SceRDXOn`mAfP`+&@x!l^-jD#d>m?-x7zg@3nw%YRp% zGj^b0cyJ!1d9{DV?!p6eXT755vO7Ne z6+BOUCTLhONh>d1aNA}#pUJZyypq{zW*Ya+PMJ?zb;sw1gI=8PpoulqtMGa3lXHJX z-+bX;3^EiHljnn)toy%R<@>R@@W9e3d)zA9WJ0_Oo-;Os6+mKS%A<3;Ps}ZUaL)SR zTy~zi51jAz?3oMBQeQjvOR>jX4z;a&D14_1CfKdn zA!|)m@ku?c51;!l@eOzUfdige2^#`k(*$RjCbd0Cdz^8@`P=so_R4(Hq1?S%M)k^U z(xEBf!b585iqA4DKl8k@5uf_KUa%edeHKxTfpe=N@y@1D@|(vFCrcM8NZ>Z_fxePZhdSxn;ee*wUX}JFZ;&vEWTd zGj5%c0pN)Iu~U6bRop#L_-r}lc3^JrC+p$&RryogN%2F<8kg)XBne7L_#T+OJSQb71ce3rW{hNOR|HKU|rU^Zp zJN^4skT+MK{E^evkiF~H|GE!77Hg(FILFKeN<>DRxxxNCI`{dBxxaUBUtTX^>kUd) zU~k^3+_GLTVv$uO@alvvNoF5 zps=w8xitY+2rLz;zUTh!PWHZ+@^0sY4js}3<-0e~!efz@R9XDvyM~PIy+Tha4mqp^dI6v(X2RU{r+_72^$NqEw z@lxJRTh+#B%b7DwploHh@|fh@i_xpw1ns}Gl;7iiXOplY5L9%4i`CwsJC*V~Kg->z z)CUzS0yDrq1eI0gqILJV=Tyx7GrlqBNcW+v1dM{{h!M=2sdDGu*Xj*Qt<*Z}*TP}s1=?ktw^T%$f zwXwce^d`I(Y+Jt0=nIEpPPk;0NCxjhkvsh|g^TB3`4DpN5yYKk-UV-!bHFD$+gyPb(+x9W{=5Jz5L8}>R(x|F-7 zx+QTt6UVyetQlboTpO=dJjmt!EUvWfuxdwZefwF*^1ECLZ>BA{3w7XjtF_UwS9As5 z3$ocia}k&aGBdPIj5W$x5X$UaejbeR0F5hNoKm^~D!rcQSFDR`vJ^@mKgdNA2qZQ@OX)v?T6i;#j}q)P*%~ z@&dPQITpQ2XkDFbqp$3i)i&^ufAAb?*KQMgdzXJz4EFMgH`W<_30Pp+^5M$TA3r%x zITyU@YP2qmeW_tN z=sKN2mupK~fUwOL>ql($Z1vE{7O}PGs@ex_(L!|n?cWvLk+@yNR^IW3uIqX33sO!i zkA?nK&O7k*a?AD|mM_*tcg>S$wS~HJ*V30i4KIEEcfW+o@J*OxRf|BG_r=dlTiOC{ ztZk6qn+Z!+BDVF8TcVrhf$RD0Cbsr&Rdp=3@`*RrZql#UxUj~dn`!OG1JQd*O&?k9 zQTO>#enY0@y6(|){Y`VB&8EAT-u#ic`BU&sO-tf-5o?h1j-CTK?`(&8oXZ`7nA6&2 zbs=wRSQ59hSi@a+^QYma&vE*GifwnbUVm!ev^4VOr9}?e9Hj@DH4i6l6`kh2@$=%O z=gJ(XRc}D!D_rmFx&DcBzw_75bmBR^^hRZ(_hu&DQ}3=-c<1uTgflGTl3$_1lUsZt zcDIPNJy#ht{I+^;{+yih+8jc(`ZXKlZ~_mG<&Ub%%U8epa~Z;x z&^p~+=^VeREH&1JbNsCO+w8HI1=2N$o3!x%!3T$q+%GY0onc?C2`+*TRdKf2-Mf3^ zkjoW;oMTcoE*wdFS={BFBGzwOEDou?syzF^mb%L)ReaO({_M_?xR=F!y+ih%-B%hW zblgw0|E0=3PqE{xkV!2^;@(rU;u65^o>!`wzvOvdKQ*oGNZiZfEAJHNsSzDDMR)DT z1LrUOc;BmdN-!0XhzvOvtKaH*JNZid5zTROo6F4y+ zN;f&0FQ6`N_n6mdH%qj<(~WhT)DK#~ zeF^8-H|^o4Q+6yH zp55!(tJgalnCj|y2{i}kAH3NvaBcOQH>|Lj+x-9FhPZn-+ap-N3eDLI(so~(HC^5* zJ+q1bxX01wb`w@LZ7#nMyO$;XKmVeyTGrK#mKMpcL$lBAx+dB z#T*B3dN*9FD0goC+I1i#eN8yWud1tEoBI`3gzH-Th8BGKXK!AgxcU3}#WS6FUN5!y z&C#?OS~Sf6YyNnB#hcpa(+^j-DQxo&{3h7)R%l8sB#CBEU-ss;$Ia^t-YE0jR`pp8 z4w~4mP5kB4Uq5&vI`fCt@2#ij8FG9Lno`S>xR)grngL%e)%H3-~AQY!oLZ&eARN^ zylFQ$KjfCY6m9SgKfG63vEysd9I$oiaO*68TNQo#7rssN$cDH>pUk-+C2eo{bhrA= zKf^iZJ=gnx_`5ON!nm$2{R(TQE4+mk?R!l!W^GxoocVq^r@vy`*Ptb}EDy!qU2lQPrN0lv z@BHsNZg;47GbmMqow}O^=G0qD!A>=`_|0*+O!J&w(}vit&EgA8TYf!YKVI-A`So&D zTW5jWOErFT94g~H1utZRzm+a|^LH(Ga7W_q7S{qNj@zm}o5L5FwtV8?SMNS<7j{s6 zanhUYqc_|Iws{*sUAZl`H|@>r6F06Wyiw*^_nP&Epi{v^Rd8K$FZSxAlsOzZvu^zl zws97Cbyee-UDJZN-h?;skV(Gpa_rv!8`iB7bM`24yk06%omdWPsI<(|JG^P7;*4X0 z*FJP%jYIQ^oAMoQx=UR1o|&qjlNq)R)Z}=-F7pAWp5l!sxBi=b<8fSrCGO29Zu%}R z14=Td`2H?*07d=HOHxk0wm+5!)wd={vG3n^3>=A@K#{lr;ndXoE~oD4U$$$NxTd}7 zUVy&qO?QELdqq;^`&PaR@ODY?s%4K-Vp$m1g;nGFSB9+;*SrJ2F`0nMroeB4Q$D^- z`?w(?>?ow^SEPAppI{3#PiRk9do$bPhPlEUWuDVZIjR$(DdxxD)H$rOe5-RmL@(Z; z(bxR$)Y2Ef+%9~DCYYF6>++Ri?>DULH_(~B=rwBwpCX7>Ua`J_uf$?aPx*Y#!}n!M z!u5_`GjCc8t^A%|%BdB;`HL;5wk2_=NVL3TMd11yRg6*28m4uNE{31z)&0|>3uzq% z#ndYA_yx)D*LBZcHJ`ZpyZsa&#kRXaF|{m-+eO0l9kMx0ofCF5<#|+C>aPiZzhHNs z=CXZ)K2VRn4ZGx1+vT%&|AiS&JiA043y!M7;%>iv&7*XiHOJOle+_}RS-hH-!<}hU z+htSBw+@|X2u8Rx8hXJqCSzP)5p z+hwx%zr_qE9{<==XQ~)yIdk~Ob}j2)VDo^bvmoMTe6`)whxvTFw5Kb*oUHH?nmTuy zc+OYyd~a{IOyF>l=A^hAm)1CRZ`y5oFDUx4Q=DK$+?<2kT@y2AH@~~J)Z&+l1uS6n z&R$%8;^Oc6%bG_v#HNDF&xb3$3%>|nx&C2IZ$*S{+$C;kG+c-m(4C&}0^D`iJ9}Yy z!NxL!FM@61v0V$r7ewB?3u;b0eKE;SO6*ST2XLsYi|JbE-?R`OC_J@YJlo>!61fa@ zrf=fwV>o;29k?}oeZ!^-n>Au$&qG0BiA~qu{p@L6hJPYLcxqW5es?{30aUQ?+AMym z{iKc0Kc;Jef7gP3g*Vd_UO>ZRyNTm`CCB*=7u+Svyam625;BMuyb}Incd5mid)_l) zEmWRbAs%RiYfn#m5uEbk@8`m00*C#No@jI4DdMaTYLY2l3A0$N{pb~!+*Y~b06o`> z?gG=i1HM3#^0t_@%U;|LNNirzZ(vdEDzJhBsikzN+Ei(SWI?6{DDd-ci8@|b7ghk( zxGr|q;(TTI_xUL^oOo_8wfM!+6g+*yQrDZ8r1DobTCd*kwBh83H43S)Xyab=R!F9H zrlrN>TT3l}nH7Ecr+EQX{!Ll=SadJiuMnl@cyT&tz%^#pqI_l7_x07YLCr@E za7sSCRO1)NE9r`F={9TRt_u;i&93P~S6tv1P(#}5$Bf<%>B3o?KZu#L-!1hv{IV95 z8o|S@+fAJByS3f(e?QlW$0eL4ar+d@FNYwBi~akw*2Ax=X6R|~fIC1UuJ^gRpw-A! z@8B=FOI}0=d=YF@2gmBX9U`uvazS;*iNB)#dq0(P+D`orYVF5#VFt;)1b@Z0r$K7q z)BthhD&smWwmUEMf6qS^eFxlhzpx#a12*1$W#W9_wQV1(vwY%(wH!>R5#`DL2OBFN zZixCH3@Kq}7r6>dSuM;0Pnc>ic6(eXS9k#~Vt;Wo2}7GJT-O@AcU+90X*(6xC)uxX zOV{x{I0m9;&3ms@`&Qgzh7->`ZV_-t#vR--5xlbf$3h9d><|1NRa%hz?Rvf()GYyz zAw0eGrAGW^rM+S*m!VCeW|dvjha*dU7K($)uPm+o3~$0Y%r>Z;4wk(2Y{Bj_&ANTU zur_@5^k>g^pEzIs;JGr-?NG62@b<%xzo8bbb~0g)*PopS?W=tR_tkzt`)Z#*$3A)f zm*tG+kqt3j^ZONSN;T`^8mhs{h$1`mF4&6kCe z!%k?wYu(4~^9v#h%0C2yM=OeuU8xOmW%X|3R*88#P96HQ5MHqFXOpiG;9GrgWz!)@ zkMiT^x$utfP80k4u66hBe==&7n6_HyjQlBhw#zQu=WDTM+acrWkDgl}Jr61$K759h z59?xP&3~_Cf4^})sH%JP98%RidakU|-}tPnZ7Tbhn63ryMI7ZFBlH|EK(gwMqEz1t z&pi^rQGQC*pGlb@TXky$oY<+`b9!!tEyZ^Of!2+nX#C zIGhIxz-I!7@-*x0n$8J}*J!mJKE-SilK5jbs50jG#l7gM5DU0GIklAYmkejsf7TjM z*{t+JnFCa)f|_ALz1#n}+<8%-2=Bq#&xiNTcP;(-Q|9MSo;tfj8=|}Bi-S4}(OvWV z7uc|8b?^TwYf#9)IgJ$Z-aoF~D2O=u|Hv;`DK!6l z(|mZP^QVUIdIr0_d}4%N>aQA>hpN*-F~GYpWa0e&9f?Q0^<2-VyPgMSiwm&$ik>y^ z{KS3d7Ccwx*}c?fKB!_@^qe(=cVXI>@1JX0?>tz~HxHJ*&!rzc2Z^#Bd6{K)?%!_d z?=@_VV7&|K`htg37MQjebxd1d5s@$nHcGMabL0k?Wihkno}W1Pd%22_Vw?K9O?rq? zfQRaH*Z;WBc)dg5pR5_E#GCjzaspJ_w&=ZT&wqQIOP}yrknOI}0#H|r<*v{I)0U$C z@7isLPt|$d1}A(-Nh1CR+Q-(Op7#9riF4l*o-6a54!!o2pLLdKM&JTdISU<~Pon>= z9|W(14rK*B`NMiKkFyBeEV+B>NsYYTKc*tPLkVi(piDOLGZUy0>$K9HSFmrd)WJf| z_n>jJog&uvxnV;AQ@uBTu1$IVmtQ%!<6)B)$6Xa7vj@?n12nL%{G4C zn*bYM+G%2a-@WXfzJy7uL``^)f=#hzS=W&^h)%YyvPtAIe6N)%tR!z&k@aK=fx_?Y{c84CEPGWJ~$&wLPwq4_bl+(_m!r>M= zJD&bo391u)cPeq5GUb5jo9g}fv-6Xse`DW)2Hd&Odd* zjQ#FbZ^JLm@Va}qiL<>6+im;Hm0X57(~auE4UFLFNiURFtS{8PQV>zwJHNYYp}dGQ zsDL~OEg*LkWwzCI@a&D>Q^94p=S2|DUU+lTeSY`F4N)=Nq0n-q4P1^mL(37cuK5#; zS|#S~obohRi6f*1GANj(_2Z${BR8Z`L3?|6pp=3GWj$!@vQ1qNRKCyK0g1S+i|rL_ zj~>qYbE^xHNF0$9iM*2i`|EC?27L^)j09D13-%qlop?Agb&i8RC=z0Kia6SHG(nTe zRBv!t{{8zpxFd0=h$DEsU?-@GuzXyyt{}qT=5KJ+#qJbww&!Sr>oWf0obuxD{=Xtg z5qhaidp9hNY!pi^&)&1tjP<_Q;^VjbEL!6vAeDAkoq!0md69d4h2}5ApfAiCzc`w^ z*MVB0@W9;uW2Xe)YUxB?AyBoEcS_VTU|k@r<-0Cs)*^XjSNkSV%eR#Cf^y4)+lycg z*vt#AE(w<(>TWy)iSxoQ;x4yUEx>7It9S92rw-ub9`kRxYk#Qv4yb4Ada1u@3B00G`77aBRj+8>DiL>4 zds19OT55SWXw+ZW&PG`#Z2E^q-V?tpR(c5P;0xbXZw^Lg#jQ{*cP}pneg>(EY z`rGWW6FM>*GilNPgAep?#~<@ke0DxYvE`{y+C}itfA9VHCQtK^8+IN0zhea?23VZ` z^Dla;C0zwtm~u*0@|Qf%>8HH49f>Yiq`3HwcT?pe~MGvQ!VY! zNWw^}1>{M|E2h2i#L!Idx&h#Qi*KcaKt*?mC z^?4Bl=~p!^_|JZ^Xe#So(CUe&lUV-pw>|yTWOrmkOw$7JSYk}m0{(?^@^j_*x#zbn zhlYqFI7GOiA;Jj`5!Tv{pOJ!~@Ce%(xNVC@bkt*AQ^{v{j=VScoo;A9bzv^wuI%Yx zXU0OExf|@v-Fp`D8~)j)VWVo+^5KfAL=|h4^NP2Ljq55Rw(hs6hV}*=FaB@N*m@n<(|g$2t3NU*qqf+c5XmhZ*u z7j-^!iPW|nbe+y%>%?Iv&I)R6v2+}ab59QIl}Ut}R9XhfXB*>xc_yE@0ax9wwd24z>!5CL>Hr8;7v z_P_FsKf2dX?LQ2f5Y%kiCkE?Uy`HA_;!7Zc-gD51V8x>#mc0yX6|b=InaYIm zzJ3c064wjYn-;)xD@&~`XVw0q3nEDskD&8yr7Wk6->_LzAbcAK6RecshqP%NC{{lHR{raPaPu2Avg{J2qmRem7L^i*0ed2=k zju+e|rg;l~5p0J{aN|{_6d=sijzx!R5H$* zdKWYk^L~B%?w^knpNi@46tRuhuCi;|5Cd-wf%<;3FMmpbx>TLsGaTfdDjsR&XM$%1 zv$Fmdg2sTaKickk^!#;DH!Wv6yzjBw#6I4=ZXX+HT2L=>rZjBmSm2e_pO5M?VTbOo zZH45XN6)hlo``pit^Uq`4wn2~FPNjmwJ>MZ{}Z!8UDHES=87%z zyPoRmo|<;8!rQkuUR-&@%LLgf=qQcEFE<0k@Xo?~rRKNS%VvUxcO<|gApWsk3;P$? zEqu<^el@*75Zd}R1h=Ckz;)wPZ{sh%DKGw>-xb`^_(EubJ4fQq7T3HfpmuCffBAox z1mho`ll`IgY5a17*T%847Ue6szJJd;7c_Wy$m1&{qc0yX$PyqjMT zu{VC>6Ik=c{XPe*-kPSJ*=Oh4w~x_XJ~2R#v8qMj1_vX!OWe}EsO`>!>yxU$^SQp; zl{j`yh5K&TQp;Z=mcLj)gI>{Hi=l1j#r*f<-=9Ad|8c{E_6@K+C-ax}Vi9K_v@;=7 z+a*)WwJfc?h^BMf`*`qITCk@xXL>o zwEFUK!>0Oxv+ybz+?sWTwr0ERT)XTV7l8&Aj5@)205mjLQ?I6q|B2qb^k>a=DM!I6la=oJ$+IPQR<>2PR zeJxzp>X$%Em1dt^(}uXF#nAHg>n@qU2TqAf{$gnZ4^`?wlGdqd*95X|wOoFoY|xv` zy+5{HVG3yUvgN6e474e$8@?JmGRi4a+v2#F<%OVAfPSJkXqM()(0lRdpIkeqIJ$8# z-S2|naHr}n$4^Ub4cm4L@j>JY0K~RJHVEcTAwI6?TU*qR#zxvhSaR|6S!KSHX zSJPh~w|_lYrekft%mv83!$}B+g80_ zSn=`PtUtTd6W<*Bc<26YnY8eu&(?PJzEt>8H97gG$FBu1bAsPUdWO&bwxQwf^xLHc z#r)E@%a)d_W@S`MRr?&^XHS)inf07upY8F>{m;F3Ej<18_TNYARNh8=zHyg4@p)Q( z+r{qeY3EF0Gj`oFQQh+G^eR;pEo+e5xRGjALY-gWwsq$p-{CJD|b*D;L zPv*0pT&D0~qc7k7*Rw>poi5GHt6ccF;lyGb9Z0b-INj~VEoDc?1lO1 z{p((y&u-ZFeX{XB+j*;Y+4;-XTE$*kp%WgiRcO}ac#$$W*%6XDbT~Z2&0h(ID{S8V?(h25{#Iap zMi-iR=8LBMSfg+_omH|fbi&8A3X3&4G!nu3HfY8zpH#9C6pjK9%4e28*rU>1H=!{< zyy|-Y#Ba%e*2q6j|0`kt`uLC8btPB-e|`Mt{rkTR%d?AKuzQ2j3D@6*msywh9eTg3 z?7FQU{%+RF;O()0;{@t;&2P$ZJ6&q`eaLd? zQtPtSzVZK^0tAdVaHWfEnwTG66)y1T!v9?pr*j9@hfVmkx#`M&trN2Y-u481jo+g_ z`|$J`eO#f_&Xt_z_6;|G)sn4tGnW1Io{bxGK{~ZUc0b$PWHMiL$;A5hf1Ca{!~V7V@6~mC zDzBWYxWZ?XuPTS-A>L!pj z3D5t#ucZ|0aBQ5*|LfMwePy5+S$D8Nh-g5zRSn#cvC?CsY^GPf%Ly!(eBVZBQ|}`DsVK$I<9bkYxfyuXH|^O ziP`RNd)&VsDg*^+Rmik+W=ER>`m@|+MUT9ZdS+qJm3PyXw*K~6QZ~Ocq(7VW zWWJKA^u$;4pG|Jc?0cG~6$EkUzOvHwYoqtAZ<$+szVL3>cV2iT!ZdwOSG)Q+$?={~ zmYLtB_lcV<=Q*wLOnvFIeb0rG(#3uin-|?JwLXx}11>yS7ph(D`{N(Y?|eCA{mqHV zZ>PTBzWlY?)lh4*w+4MXzZxGYJMcMsTEOknTwA`m^@}b({J2i?mDTmw=%?S-951-u zZ$5EW@1!#dLB^shXLccynAwYV(Uk|)c|f99d|X$_R&JDkxw&r1`Ck+3uJ)Vv&wBfo z{Xw8FpTGI}62C09O-0MrgUY}y(gDpkVz(>TbS5U>UiW34e8`eCb50XS)j4-^7P6dM z`{=maYrfxi8|#D@-CW^n&zQf-avsMDfzWxqMK)RWP_u>p8a7JU%FG$%HqSh1!2$Qzs_iza_Pdgf1amyAAhZ8UV3{@{e#-P zRa(xPcQVeMp7mMg!qa_kkJn|qe>Uxzx%#YL;jixsHd)5yUfQ{IX2sc=%eZ~RXPX_| zB*iB2M|YjS)rYrU@1>lku8{pPU+elx`Bk4EZOlBkd0M^2@$JuF+s$|1u>RJ&uTKA6 ztH1xKJX=vGy}oVT`t$#fpPyipU{d;ZR{0%%-&IBSeC3xff1WLJ)~zdT!lId8fz#}A zx_B1`OXE^IeYcIdFy9~ zXRE$xJHMA(KkEu#<%#Fz-_}|4Tg`LUx!?cX^!Uw#hI8Xn?){I9alE%A!>sD!>BFF` zqvaZDbz6knY3T~j-w(YJGxp?Z2hk5 zZw($-PK=p5-{Xhm;}=yn>vKQN*!4MRiETMEYvaKsuhzs>$H_kZe)e|Lm;A6T=3!Ur zx6aPt3twfsb8*k0-OS9{~T6?<6xjJoXYvZaZv|J*O{ z&wEn8$N%RyhMJkBJL9K)`*7gy^{fBR=6*XS^h?@KZT90tHMUQV@z$5G>zTyn-eUFN zy?u9HO)aF3mQ8zQ_V&c$!*jUWEvNDoU*h{bd(oTTMPGvNfix})wgtrpzj5f4yemJ9 zcik;LCM|UnRJK^32?@M4(Y<}AuFSJ-B{QPm8tmshb&une980Qydd{XViNSl`EH*Za z+;z*uwBm9Hquc-1SDx(qVqe}3Tvm07&&KLh>_d(6rHk)my8rYw{C4wS+-G~lu_CJ`dYn+Ex6FNJ`-}|=0x}QN*$SJ8%t)mzck>_ zzm;oHw~GC(nSlLQd0%<6)?zbnPztJDYxRPEGb3BQ@`cHKpft4j%%%N#59U68rKc!2qC2m7zHO}xjNe#Wb*&pv$I*jwK0D6_Awgm?JtZ3nY-%dUUr z2v5ubweDmyvJSpEv6%U6qb!5X1y7p``Eof1ZYRy_H(APMygC?Rby-*6B=+tKVLQt^ z?{mVVWHwFI0TsX|to(%r z2Mi9Jj|SKAvguie+SZlK0cktFQ@H>0Y;Nfu?$7qmeaw#AXH;>2a%i~>ZLL}Vl1|=# zXPxwZu49w?K#fCY-_#oq(svwe1cyzA{nGdE9QME5aPWmeeWBG&ng0u3u05hNH**)L zR?2F&&nRARXm@$m-nF1o+xTjtbG+3#P~bei(|!D>ZwK$Udr<;OYV9Y#FkcMgpZ!SQ zL^KIh4f6ieYu4ZXT5PX6xISZ_#kDa}LpFo&4a0**xg*SfmmOiN?$^=S*my2c`h|?y zH+b8Eciqmj>n5A;g0vF(OhS{I=clo;&tkS_s950s)}cQ?C}+#$Z4O<%Azi&Lv9=jj zmrEADeC2laL8F<&Yt;*r_pN>FmEULV{eM>@`|+I&Zx{{~emn5Cux@kG;*ClF3fE0O z`_Up;``D$M%PQuq6gAG2KO?be_q)GN)i4{cCMA1zi#CAbagmtx{Vg{#ScNk-PRufd zRP+2MSCh)Fe0b8Rzx_4e_3P=N{E_zVfydSvvOnj)`+8x@x^?X#p|S1d`z`l){>_%% zvh4lsnt%E}awQe-R&Dfu-hC@Er@gAdtK#sqW1kO|_>}%NUbnkx&&w?rUzq&Yw*@sr z^JmC*3e5&Z!PZRUN0WHiINmiTG2aJOyjPapY@GgkqTOrvUu)#!&Sd_r*j%vqW8}X` zr^#nG%3nFudt}L3NVg^Qhw)5Cw?F63vF(d}8Ee0yWizw>_r;Kg;Riea*X`eCe7?Bu z9eZ515Hb(CGee{(K=VQ8ngwxYOkabe@X_BSV=Ra|&^ zWyi!_4&QFIg4$ZSP4f$RE~d<3I$5?KR3a`nD=1mDPWINj(q`YQPuOx^n?JA&kFBzu zuifj+TE6?uyn0=yf;fk#3-fOaPWx+ZGcTylwr7dd@rQqu>i!FUS|;fJdxh|Y4&{rv z|8I)etFLfNfwW<`!?HH)_OlS31$JIrK(7VgeA6S^2ZNm3&Py5nS*4i&uh8UQAzH!hh5rg=?6W({JD0Zg%r{N>@l zKf1awv-rNiEW4an_GvGmEuWRr^+FquWUHEm3xb+HkGpPM2|vQSH$?CNx9G>3g-UYa z+Clq6kKAzHf9*#~@fwced1gnu44!*lzPjwWd1THBYlB~@rSnQaO?%N6O@H$bMUH#+ z>4+}*w?^UXdag@*M32}w+~U4<@>yM7lkY}_CtHnc-#W$b-gW(&?wLQ^TqZvVn)IZ&W z0!g4g({?rfUwQ1`9zU;S(|O0&zx~^KZ~OE3e6{`O6l?z%Z?_RSa(7;IdF}6@#INU* zuWVHKmv?WOo%E&N(CcRJw_n}ev?ZT4)7Np2?pDirPBV0uLK?_hGxM68Zdi8zW7`gm zhQwW0djI%`?p>Bpy3^j?`qrwIe~UEl|6|?xS8!?U{8!uZ{xog0&e?Ch|MdLjCpOCc zdbdX|d!e%5{l3_#yBEs+-c_rsRCs;jyS2*C9$u{bx$We$3ZcZPDX@0a7VibFch@mi zK+?b9GS|B&ruLQ0FJ1C`gYw<=R+H{qB`sYXzSQjaXO7ugnZa*3f|r`a=2q=Xx9PvJ za?*zrp5Q*N)uE7;(mO9r{1fT^sa^Ku{#PFVuT8vHa%6Vs?8lWYGec)TI?6FS6%^Ae zo7m%{6Fy95fV5b(4((Yby(4Jizs+4=>q{q-~Rej#x9$f_SNgX)uA)1KsG+y+{YtdmhvOi{n+-to@L7S*4~n_K6Gc5 z??;nEceH%NXD<`Wn^VlZTI&r*@#^rZ>w?e1KtAl5UwTA8BjVMGAG7wopL>0f5u(JK<{|k=qWlE-{t4qHoy58aT68(5vKlI4QEZ2K)vT~oN zHN~!78Jqg@@UjTOtZ-1vM|Fnf8@9Id2bL*=N;2h;^|vPe&#Y5>ZW4Q&Klb{T1>v^$ zu3Pek&Ru14XhXUG^}iQ-?72(lho1S$@wcGj?%WHfSDPLF@NY}t^?vi6QPMkKJ-w4s z{KM@qsLvkMvKQPl6{|D(QM7yAU!yokVgAeUZr0nhY5Ts}^^{iENzJQ&sr%*d+K3y= z7kWBpy%K-ZdyX&Kf90#sp@hj%WQ-51&3b)s7*#54e zZ0*Xj)R)c6Hv4Y04%vMxF#N^Sx9bv9uR~Jf-G%qQP8Cz*<2(ai(I+3ZmjBqMU!oD} zvyX*XwC_@qY!^h6?2^i5_BVcicU{3Oy2?~^ z6}%2k>=frN*$^jO8-07~y{nDCuI#co8v@ zrk^g`?YE&$3)CD9ywuM*xWSzMfDb#c~Nv!yS6F1IdQEiHO)YC
    iqRvZnP_b_ix;8UpDF21&OOKeNUtme-PmfoeOPQnw{nKF)iEu?$4TLaG0Cd zW~_K!vvjH56v!4pyFKzH-x<;^UWCMf+S@;T62N04ob%TtGz#ty*aR9nDnGMw_ZH^= z!OQi&YnHB*H2U}KH*dw?S)Zq`y7KIE?9amYa_@uACCkmKIuk1OSJ;rh-@Md#4s%vq z`q9LiXw6GsAN$6cxyAi@F5zc(d@|Eq$y1Q#a@J*@@O|-l*Bcv>K#hTQ3L$Z3=ft0t zRosof-t%10b8WoBjmM!=&o|rh<<1VW-q)fMa%8=46%&TnqaqEnV$9TTWm5?d?z8tu`+~&D?B` z&?#jP>R)}fFkdOxwpqROn|(%2^`28Z*Zqz$U9UcYk9W|y;3NIsHs zTDw%Xa;IWl=BXg(Tj!-N{adA&FYGM+*zm7q?j}pKmbJ~Emv1h+A@Iu3_g7VwwaJk; zQqwxCA*H8)meJc2r+GhiM@^HuRC{g0yKvsh*cte>O9({*(MdOS9o%Ea$L9{Mw*7hb3Yc zXzcXM>luu070X0rf0QjXKW-Cvcjlcdr?vR42%jI4xKXNz8%K5Kc7gv7r*|t+(?{ZCg?r@(g=}rcd`K%Sv(9%ia zO7E;Mf6g)9kAA!Ep&@jzRm$mU#wWWXpIW*2%O<<|k!1D3O& zi9L_L5nCP?We?8C+8k3CpFICYM}#FtOP|B%>J!$?y3h&crn7pSzw8h7Gdpg~QJusO z8%BOv8OeA*>g~G8|EEL3FkIl38+5$$$bHjz4Ub=;j$2mFI~fuD|Mt0*;{P3tvy;kK zm_j1p%b!*J_XFRo6JGPj<@mPPm$Bt5OnncpKc2A6~sN_i{m< z+1Ajj{8RTY{{7+4&%G&cer=Qw%8I`q_DE^fE&yh%I zXm7p*D(1okvaH@7IL#_)r+wl>qGMaU=##g4KT_^2pKoVbly0gD-XU6SqA76LB-|%%`wQfb+Rp0y1&*?uaIB@Ow z^=+>gzPuE%f9>;^T%XcxqaXACHD3T449o%#KAq>fQgtiv`j6f#@1&;fhxX6-vuvZE ztKQz2_i4hc>%MO5TjwoQnD&15m(O#yUH5gf{5@Z;?8YC9kh9r0*V>s{?0@j#$IZpp z_aBQ~_Un(^tvhB<&Q@(ZR`tuY5;VNF;%m;zuPNZjTIr;p*Kp8Y?F}TaIIj4bGk5x$ z^N$PTuI~#=&S3i!dG+DT(haXozCDgybL)QL?rNLuZ%@uUYVAKM_W69<+6M{8vU1KP zF8R!z`sy7w$TP{de`7-@pZ(}GIm#bVio8$Vy8B(h-YW1sgp||PbZgMK=H|8oQ49Ad z))^!@-`kR&y=D3Q$3~#svQ^zXeb-aabV6~nw&u;)?f(w{@dTFv&MUs<96v8*RCi4v zLUW4w5q`I9kL8)?&t>@UpYc7V_{X0_a070kjZW;{6%Vgn)ZhO4&HqqHp041X_V2H! z_xu9XU~}Y4O|<(`{R(-`R}i1cdfvl zbkI&3uyqyw_2y4fig)~Y(_ve4p=4Qf9B9&#{k!t5*m6ht72n^i_@46e{`@UB*bi1u z1MO|$zjf!_IgN{aQ!?DAYCz_LY8QB2SyFjm{pzyolFxsFr>(BD8-4x!-aqP1v%${I zkQ^iS=}nLKn*$AHM_j;J&2#}ItIczl{+&>E_vg~2dElAOuZ>a{{31?lhSa=Y9d|eG zHQsmmKZE5>ncohzi0Io;wD@l6g3aJbq}}tD9NH}WE*>#lFk^1vjDM%ErxgDQSirY= zv9UR%gv=_eb+g{^V5d+HsJfoZa^lE2(2#FXD8FykuCzC+)PCNdxzBdqYMXDqSD#!D z(%-xPe#!R=(=Asog#J8oc?R44e}_MxwYZiW+pGC>qgVdwTf5r!Se`j&afVMO%{}IR zy$QJ7H*2x-nVeSf;??xqrQhybL;PjhVs+-6=gEz)+t$hLekSwm#q=Y8*lH^7hJ|gt z`crGi`l9b8cSF}N-?XjtcG=$-{{#5?_typ4nBOvg{(p}Ay7KbrPq$m&*(_N1FYLp~ zXCF3BT)8X-*1PrlVS4!8uEXpx;IO~UKkZ+sa{b?Jf2-bn`tZ5h`cBiow;y-OpSygf zLT=CJCBcv1ui*2~lwrAP$0!nLQpKlIIw!M-Zth!(92;=PcL3j7h^A7&|=fS)@?N4R>)n-8# z?DMlXSWS) zy54(NbpDv|uUH?m1~+B2okBC01v^8sz^adZF3dgu z;(tNPW#<)|TbcFEkNETInk@OhLGkZJrJbH; zk_05<3Tch~3op)vZ)d}X?Z%J>z)g1kHW%S#ZCWw}7 z&-VSdV$=2GA(eq?%dV^UPG53zo^@X8Qq7GC&%${tgIDhjT>Y=a_NI(<5{sHii=Rv? zsHEK$$lkwq!*00`Zp=_S&t|<3&0MJXa&y}fe(6bdS0|Wnyd}NyRsHc9IeqhuzKB)9 z$GY`c=Nr8ftD3e@lA(D|tiXn=(1Gf6TYKo_S{F%GJwW9~1laa81_Ns(Irn`TqX*_uSUUzAL}Et^8H|HKjO*J#>}M+}y6W z3%suO?K*UGdD-<^R==sBINV(ousqBC-*UO#*O%=7ynd@~^sBG`w;x}v#{YFfT(Q`3 zL3zea)&ERQpO|j^uqM===O6cN#)|3jS#NDR=RDv1{dxNCwmq6x?`eeATbhHK08_L4 zr)ohajqcX-@D>J#eq?d#&GHYIe7iF6?cBp};#V*Kv3fy%|K6~fXX<8dl{LH8Q|WV$ zPfjlT{9*e(=i>4|_e(PKOIH4GnU&LbeEzFT^EA#w%8}ezi%S3V6wXWf*cnwOeSu+D zSB8IU=KHD7e3{)=GA_Q>@NqI5Prg-&fz_4!Z|!f&NF4x=6d#goSi1Ulk=zG&QD>9K z0gdmBSWFTYd_Te;(!m!Od5pKD|wz!viyJatQ@|0W42Y+kA8P>!L1wIlb&`$JPbYiWW?}w4`A1L4`XXpeI%BT5$J+orL;JZi|~T zyB)4Gq=H9_w0-yI%*whjk@+eJsU6khFy9SXM!Q2V!+bZtn_ZQx6-WapKtaQ0nZHsm zUw6K`kmp#eljIBGz6ekQewyQs%isol>VzD6Q8M_3^8#oJ8;RoLaRmPCKvf z>g%u+`}u!ARM;KAv`9lw_u?vp%zQNsOyZ_XymIpUxZgc!38;N?&u5A*rh zIP_$0fChkGvV*3%#D5!By*=^!;fEl5nRVYDzb#HSvAcACkL67nKLxd;bpi4xx9tHB zKExRBetj)o5i&Ka&9QZ2*^{SD721&+9)BYpU&V_)@eS|$rfIi8+kF)XK@(=~EaQ8V zvdZs1)cORT>J)7`b!y|!H41T2VqBMM!X`WmXT2!)MdmJ#`wPCkPvpZ%zvUvw^L z7Vto9O1zlFAFCEfVYA9v_qoQJ=g`LTs|731UR>c@AAL5Zcn$O3-L*@yCWFTz%^JUL z%Rl{p!Dr|&X$jvmjT>hn9k6irvw3~T@_zk{n|yX7U&*nj9&gpaB|$FR{}0FXxp{U- zS%9a=OBa0Bb$2X)49V=U%4jM!X}Vm$!Po4#)rFf=l||=(N3%uJXVyk0xYQm5Pm;;L zcylT+U=Fko%Qx$hOz)#F;(B14tW>?zXD7+7cw~~<6AG5HzC{&;rRYS?FcB!K!i9$BB*t6w*VPc}P# zo_msAPFHP0)}&>teQ%4^eJ|ME*1jAz6kI$RWLv7aCTMGlyo&kH=DlAJ?)IGh_-Erz z&spcpj@lWRXI_5rdfDyLZ>t?33HdeiWQZl`o=XXoy_klM{eE(ke1(iX$v$AHm zCpHT1%Y%%pu&1flUrLfaRTc#Dmz77^C-&;q&D$rN9k<%RIRhN{;N?zU|0>VLPpi1w z!QYxt^~vi!*TFAO{G)VSBK^5Qrz&!I`u|JFZ~ahp=~;zs<}*hp#T$F?f~Re_tbK4? zhx^LZ_^S_IGQ42EJlW*$@5y4n1FlU5oml(T@zP}b8`1K6=54W@r!ZsQ7R_&sFFj|i zGvgJzvGu@<>C@_<&Rhm@W);YpH>|GAnz!a`jq87%c_*I*utQp}uMS+gy6ob0?%l6> zUi)9%m>XVonH}5(uGN4h$qM@y#~gpnFH@WS*fG6WJD2M@19ZlAE&GfQNuA4l3&aw3 z-(UCT-HKq&%=UlFC1=}xPrlvzIO6)fU-i{COZR#1d|P}qH1>JD@h#i9aOe9^KPMaV z#?JlIWZZuI_VuDrU)z0gVcYZh7ZvedY)Q>+NsV=`T(JQ(;2j~Sr2}rPXl&pWsA+(V z7ssS|INzjW1pMl1zMEY>}R^v^S9QIDH~>OI@Zs*N;7+vX5_Ey zy?^{y?f(3DPo?c8v-$tq!zJ=UPk#L4^SZsR#`f5TR@3J;alFq(JxzI@i@Lq~&BMR` zOHK6E*eYA~?e_W=MZxz?U5aOIEu8gFzH*c0wD!9}ez4U|zpCO?rW}7G6?PUfP!ukw zWt#1n1r0&FjG)bCL6`r7hGy*oR-TN5t%*|o@3KXI`|Bsut1B;U%nkqb-}UAHoUU4d zIcboCq+T~aGs%8zl3g&%bmKJ89DB@)%a9Qx&Uq8QKV@SpHi8YNTb+$6m<26Q`Da~T z(|dW%!OUw{GOr!6v4gDK$hw?%;J(e94Xb%x3r8N(H!N6M-nt-cv)CG_Wx6h(>&qwX z|M&ZMAbaV}fYOto=E3Ykf$1-^F3W|lE#2LAwF1&=m-*7R%G>&r{nekUpP%0Rbbj$( ztM!-n+0LJRJuAiXy6^qo(BR*CKhAD{o1GLf_0rF!-?zT%df)o^eE!DL(5-*ZmtT7I zc6wg8V6I$RvdoJ5V@FepbNEXafSa@n`L5*s{Bx=Et07+r!|RV*Smv0_n)R*S>w?>i zPH1f=b#aeuS+ahuyZY?MiRtH^mxI?n&RS>owrT$Hx9ftr=Zk=APuY@H`fpGCpHu(4 z@{Im-+j;e&|EAB(@82)i9q@FO_5a10Z2P}_dG}Fo`LjQ1QT?^{-)@%w{_vy!q?P&o zYje~pPJpGC+OyPHpG-{rRrG@N$3X#U;@|2Mh3lKQ{-{AIxa z`Arhf{^xXk70gM8M0<9NS^Q>0r7Qo_EN{x#7p&j_^$c@ZL>HEw-g$`gUz-NAoyc*}){BGy0c$5N;J#bOpw)EtFosU(0 zQYI}{=h{HX&-#mf>EB&XUhjTay7onV@~>}SBD=3^g~rC0)^dC6zm;2mF8lVXtaJ0O z)ZRW2^oyNuS=Ra2*NSh4PXBcFRhYB!KG7o<{`=+LrW6-E;4PiU`*A5~$;RcY%VgKg z`}nl%?ys2w{^0ckzZ|D72d&V33|i{`rd_`0QvZ^(KYiThm?`)Pi!O&uQG~QFUF{ox z`Dsn*n|19h;_Bd37NQ$|eeNwk>reJCw|bRa=LxkBiG6N=W1nr@*3i)MuK|1IL~o}5k63i~v+rfT=f_je zZ25EVU#wp~YuRV}PdDzLedv{+XCi4n>p-vCBaQ!?HRp-1kOp^^Z*7tO zsC@L@uA@62fZZ6{vMbQ~Q<3W|e(g&&VH2N~i(br&@jo{E*ZRK6XE)kjnT<%);%myT z&z+z10g|X~ugq3^cxOW!@%clM!=TkJ3Ik0+n~5I;Nblk;WBI>LGPcR$>2#JnfR zTqee<-8ist=87F#l=oLl%sBq2z473&N9~Q3J@z~~9{GI6k~g2%|C8g{0rzoM z`~GGNGurIHd%1NUU&CX6)wD%Im;3(w`;q?gNBY|z&-?rS&tB|vEby0p%;d8le_YO- z4w>cOnz^d^edqfFFX~@c-IC$AFP+k9ARxK^RAao-M{I_w~D_}<*Q%E z``528x|}F~C;8a!ZL2R|2=SeI&UV3)FE!PD%jM5cFL9p!`rEgn4`+kak~RO%S~&Ua zM#VP|?M$Ez%5(oZU&V{9c`CChtzNq}@wXt?~ z=uIi>8%?q~ovy$8m+{X|GF~B@@-pjk+7WHn@7q3vI6h7A2BX){4DZzjiO8|mnL1T^ z{d~CbkowWt>N&mYIR}NeT@l`P;?|0!3U;fQD^tJ=D*5cMw&?s__R{b2W4+Sj z-+YC)xe5QOUvlzUMb1l}dg_>tPOpxZtn*C+EwXxdBgp&2rTkg%Ol;o; zmFL_SNyrvS;O5$}^s+?sDh9|VhGnaLcXM6O+ps(D50ezQG|7K=B<*GVth&o3%U>2w z-_`v4+4rc&-}gM7k<-UM{g*9#RO+)6yZ-&RxmR~gf$Za|-x=~@l&(>S1 z&pv!-|Fj#c+kHRY2zq<$($!_0^XC42$`avx`Jbl$IGk=f@khp>2p^EQc~PqVP&(8?Zuzs`E9G0t^a?nKKCx#YuSvdz^}_*83!lkSR0A5&OFo{ z629{F#-;3Ro3}~l?gr`F@GE)3pUYwSs)yITJs)3M_BhDs=#}nO=ArXvay8$cxKiUp zNJxqnNKib~eC4ZyOH;g7Y<$t=^>g{+xTd2JJErS@@y03jqqp+5y!E^4 zyh`!qC+?riZQscjU&{XdIehNj9aDS_zd|)VD9h2}GHVsw=M~GZml`~AljgE_A+}4R zf>Uj^gP)XL;{K1W;|4^>)JBjsmv*i6cnt}+S1+m?4OU!VGCA(Y{Qa-q>|2`AwNgAZ zf0doF=&^0i!GQ*IR$K^KlA$Hk@MTf1`K_|$uN1F7U|a9_$bYpmt6x=a{l8V4rKfMw zToxCycjd1$A(lHz+x#anOpHv9UkC+D8N;=c;2 zOX3cnpQ>k}$Q&;gp}*5s&6+xM*Ts3|tK@=u1M7Jw)my!4efH+ozdxbs<#~%r;0|Ql zzBt(P!pbEtLKc;13ATM%^vdn(+*Rx`Q{%tP)izVRyt?D&`CpKL@Ph~4jj|FgPOH}P z16rlF+ot$!gr$TJySBLf%Utd~_2$;UKUbg2i}6|xPd)|KR#RE#9&*2|RcgCqOJ3L3 zyBW9Vu4)fyzPh^k$^30U7JgrH{oC{PR=bNe=O(>!y*hiy5+pIa+OsV9(;+dN_wSd4|ARPg9+Klega}n| z@w3M)U6-EPwR{FFyqisDfAVMl>(~(sw&>i_8l>QU9PIf))8XKmY%+He#qVxRl#3pt~A&I)}~k+zjPh@biLQfu&^-rF-iOXmZ-!c zNWQqUbLJy>>XW#`=bzfRyx{xt&{tIjnIA)zRdlVi4&`5IwOX*vK%^!RS~%pzbRl9l z$J%Bp>%2p?6T?7-!|7i}jy}@hm@0LvHxX#Ncq7Pas^;8NQ&7_ox7Acph@fgHC?Oes zovzbmMuA9GmO2Ec#kO14tyiJG4kS{NG)8cEOWO{9B2Q2l3^5wl02o>zm z(sl{eSd{e2dsSA!Oi;nS>hq7ikD2w>yp8N$tSysO!krr8^LGg>6J2~O5h~cTO2aKw zV=+imRf*=}q*sce<~I(yNd!fO)Xp(@ad2tRssJ~*Z<=o#u2PZ+4TK0z5Bd5a$PHWs zXYbO{Kg0HSo3>0=_NZ%ff&{*_kCyA7YTS}va+$K5U$>$Pge zFVCyc8fEeAiK~=6LIanq3J40-Sef+7t@_@|Di2e>QMK|M_OwpYT9y}db+NbS)PP`#JG&ok5^qkdz9bJWe9ARf!js#@w;rK_ zOSl$-N;%`;pwJ9e(O_`lv+CI|=DKT5U;ebnU3m}`5UQ~PuIJ!ehfu)5W>eki4`j zuf+AP;JkC2ykh;&@Pq`GF1CFiV!K3Yve%4<{?esRk2GbgN+efIS|u0DwhCHS?b;_D ztM4Z6IQ7ccy{8?fhI~D8#z7QR?5q!9iO4sTU~&(-RN3>Q*tczHsW*dmMrsXufw}bom}Fy#F%v)vs%*bGlZ|4*B}R$WJwt zSIh2!|87?Pe2b;dNcMwkemC>-#oGOQoC8!#Yu|6`(pm*As}}#t_^HTyO(!c>!s5yc zqX5^dh#LIvrQSTj#h^I-buV>+*Q%dvGer7EWVJLt~~3Q zLfb+^JVhmqb9Z0d1}d)E)|WN5*vqcfYMa7mx~mO6&7I;1NEKOO1WHw^p{1{lAc64X zR=Y_`GwUt&FALbFH)%OLiUvbVMV>tNRXq%$ZjD;b73cC-zKWjSq;(D4l*uqno>p(= z#=GhU|8G!BVHe0uXd~-I*@9CX0j(R#K&1lLDxOAPNGVrZwREpZioHb4sg*oWL)wb8 zU~M0XJAJ{D2UmVDxD@(IE75F9upun%G_NXYwV%8AR-m8Nmlr{PN0C}Scl&}R8B2N| zfeqTX0$lVw4RPw_{66n*gZCM0~2N^Is(w+1bnj!dX`v{x*81!`!Xd*#2|ZIaF%w+B<$ zYLhKD_>t+I_DIq#01rIcNbkN^>PlHzs5iFLbJE!)P-{pRl~Zs7E?v%aBaU9 zy>uPh^p*N6R~<}+xNYU;`wtG~T$2B<^E6~y5o*yh=M+1rjJ)lqp*)uorcec0l zr;ZFih&@Z;_K31=e;g7vuW`A>)TOMUKDC~q{CZDAd~BDz5{oTT)<5(7;EN!?RL$im zHN)|hYaWDz6>52VT*+Ux4^#mcX)Tir+UojtgD&sM6|&nFvYYOh5*&#ZXspW*J=P9i z`TF3}Ij1gFX@OhkSy$x*q7J?J_nyej}pu(2*bv}tqbt1hRgQ!AkjvJ0E}e?6XG zaASu>=m{MeKVE&-&}mJG1b2@wB$9E}8m7=`VIh%Gfk&_Oe%llLwP9ZDwqNf=vzfgQ z^(y(jyl~jt6FG(|tbaJat zvbw91z)kx0khzOa$R}_ZuBZ;TDkza{4Mk}pBuo|Fa7r`cDTm1~-O$qan?Oza%iG#R z)|UVJy{@1l`|3~COAFhlKhkn9L=*}6?W^b9DUEpu76dnx^5eQzr<@Ob+wz}r|LJO; zJHb|8J_N-f=hb_C;g-8T{?IC|{SK0V2KL&kudQ1TKkIp4y}abb!=*<~1t!6B>fzgh z+UgxsgCT<8KIFrtN4&nt%vpB!(8TU2rYf&?xwx)1NR5QUw-vS3Cy3^~+~O5`f3HX+ zv=CYFe3tpk-QfzWgG%=9T72SEV9HaCP4M`6_;$in;S;AcA%fnkswz5nU7p9k^46p; z(d*yb{Usq%ST-fn@)WW~k8c}ltIrUfbUXA_RoSvLT`OmYe0}RZbLtz*G~YR`hky3S zTlyEQc)0Y!slW^*4>@Y9FPIt(5rlf^g4Z{hw+|j_*Mo=qSSKFzQtj20opbhM%&p3rxhOxe4ocs z1di7mT}YjiJ+j+AF-1RI*R}e})glM~jZ>GWhJpJ+ruw`7g~okL`tsbtf92HWS55_I z!NYFx?Lck)6;s2noSIy;?QN?gjw>tQc!a6T8ok#K$=A5 z-fi}ZJ%4seRHf5Avs-1$bNN@^61cL^<ruST6oD_VV(7qb?c|D zsLDgr>ViQd5qq{==vvtxvRMAf*+U7oVVZM5tvMs)(0fsK<`j2Y>+f=KYi{P$<)u(R zMfIvYZB_kx^5GOd+g&1&m0fG#_LNwsJY~K0kt?#YsjtpEv|le)=)|peTiz;$zTWh2 zhJN+-%!BjGyt?J$F_NDC3{kZOtFL^$>&?B^Mt4gRxWGU8$mj|GjtwGL<$i&jr=;ya z5te0F$=to5xLRSt)bJBp0VzkXfYRQoi>a>|ZP^zKYyaGxbL7^aV5=)1*wAy+YJ~}+ za&CLPV)^x5!y1*euYp6)YC8L2?FG}q)wAYaXqSrXTEpZT<^$_{?vdTZ#T5ClOlkF% zuOBXXX@eTw<@&B+o6_HZDLZ>;;@;r&CEi#vF375P7Mr|cmx3&Ubn)1~ykXZCXw~VB>w}VB#(C>d{ueh_w)}Ut$}!y4VH=Pps?%#%Ym;UtO>IuBs~0+&szlc0*0H#QL%qR!g1v^-(Oc+_Nz`EO3LYkA2w6)elo& zb+4Koa`l7J*M@n{mrj3rST1?T`yZ%)n1~T@TxqS+3hO~d(FvrYs4H%vg3PtFn8p%N z7Cf~^DHS<6Z0>4`bUnI8DbaoZ(pB%{POXW6gm>lNy&e`tA&oS?7;S&Au-D*lFY^vMqZO1Us<{~{nt1Y$uUV83_M>cvSFC-t=H{*~=ODeXWvtUx z>JPL=W?wAw>JC5bjcJv^>J>A<_Uo_83%UwPb}RT5!l8B-FffiRm>wAgSSH3b_j?!M17jk#$ zD)t@We~lvKHDt~$?U7zM??R_kyw^G<)o@t0EvgB2UpGm?W=BZ!)Lp0M&HOcKl~g>a zozG}H+qK#AWkij~j#F=@$eAAK+=Ob|8!gVVR(-+MSFZBT(bx@7f43LRKX7T{q@#=N z{W32;_I?<;=mR{ej%{xa_dKwA$%D{Etl>VjfuNpcJlFb^^O~&3%(>+ZSB_;pHB^X3_EM7e6ljqZL>O zFCre_{WD4PLSR`cK0<4OaB70`-!XIquwS^5dw;S0){ustV2hNHN8ee|-I< z2jQL{SG)WSRhshB^>$v!-OTgtA-ARcZTIa^+`Vq4w@892*9IZh2w3nL?2|p<#q>pm zb%PM2=l-Ru^5eNSK$AHuug25&MP@o#zc;xshAm>~Myd+Ix)L6WUkZKo>)%oa?ZAek zS3nK%%Zs)rOb~yzM>-`O!=^nTn-Wx6LDqLBEE9+J`(E7SIrXYVdG{l>?I3@CLXM;# zWq-6d>slT6K>`6Z7nJ1(Z(i`~>puqCc=m3hm2(_ajv7kCtZL zRL%XTwtVVZ2_9)+wEgY)wyi{G8_%>?>8I8kJq<@{tuTVMaD~5H6Lg)~=Q_6$q!YIw z-8^EozU)oQz57#^{m}{rnFw!weS8bHMjIjsDvG}T2&z-9{ucR|_vh{$pNe~@HFc|M zH1{DzQBQvR`b`JID?GkxmD=tTiBFBHJqoTlul{l?aP135GKf=t=$l+aX?EX0oJrmUw`dL?Sc132eTMrHTG*wiANgg zJhuIDxa$XPo9h)*cg2m0+sv1ys zRtvS=Hzoe$yvq+tj9#ATK3KYb`IZ+Sm;PB5fLb~z{SbY3Yda`o++8*oGC9Hi1s~fE ze7m)#b8^&x}XCuKgw8EpJ@Ie0x?Q8v~>Y^q&TZ* zmjgSG-9t&C1yKJ-%P7DPHvGdM@1q;Bn%LmrPFAzD-zlw#>kuyWNy~UQRW* z6}q15DZIW&s=57d<$tyxulIjZ?qT8Pu{fgeSmbPU{+_Sro-$i+cdN~CI6cWJ$ouEP z7U#eIa`#Wi{Co20=+oJ!&xagiH2>Sc{bjM)<=Bf0-RFd+7FIG>8a(33Nql~B#i{Zw zPZA2RSsgT%C}7*}Aje~II67wE&Obh>G6lE!cT8pOo4_qwbwKhNljQTldsWZZ@=tgj zuqs^h5A(gHto)Cy51L36w(Z{W=j7Aw)8^CXuk2BN_e-$6=!jtTLg#)9=6D5uw>b;- z_2dq=7|R`d>aQ0Mb>N2!{5y0S4)K4`wqRpE7p7KJ`S{bh zr_B0x8C6VT>3ggkC3LIyNXj!;8r*v%{%2L@V(nuUwjVB~$DR}9|FyTYeA|&nAJXkl zJwKe}6<^Y=DENCqhmnfF(#B)~A(y&BsA2n-!KNr!>0z*>ZGS_H z%bz%pBl&GEeFng&hcJR@pe{5}HvO+wE z8f`c_znq=mai1GZ*>iW^X?K~X*tmyJ)=EWULew_DTHDren*dIQc9+r!Hvk7ISKUi$LwxUzUOugT2lDm#))WwC#ZC5Wt13qPXf%<(BI69`hGV|CHJp8A{5}`F`(_q}ld&_N_MAQ0wnuyV) zJgd?#k`Zi*$(1Jx3N-5vu3!4&(H!2jN;j@_D!iI8kvHb7La^r1TT+Za684t<*V`Es zEs?+Z^y!RQ6M3C_c5X2!+vk^|=ij_+`Fyua{!cu$tx7IzaAw}Ir?B$*C&o>e(_skC6IWF15?^ij0xHchE%nuc?0L z*T~@IOP4-V-{JK2;@|6)*JlS5J6<>YH}~0rW$Y{5m_lk2*1fo(c$iUZviSsd#lwuN z-t4(&AT^Jpd+p4|HuXbB9g^ph+dc>XA%C5L-ZXjN?vi^im^Ro60ZcY(3r=t%VdNf8>D&_C} zc+EP$wjpP;UL<?PN)Bk&BC(+ngf~E3Wy&x_^$Q=9LoVnX|5~+Pp^Zsd;H$Pid29 z>7kS7++>X%Qj=>lwH7}6_0{ym)ff+U-Ul~>^0!VZTJztm?dbvAWu`)xrFt`YwJTXF zKNKXn_CpG^a=G)Le=vCOJ^68+#X%zuslH6!<6Az7*C=N^;%`>_XOi)#o_m(u6DiK3 zkL%aGxZrsBl}6?3-tG5x)+9Xl6HjhDdaOrZUOj@%@v!5%hYHsjDof8vJ`eKETD<;c z@3Ha=2g0jYu0Ox?$CIm^$G;z#AH448rANtM*#7qKTOf2;=#{8w^rFJMWoi=0h^VnU+m{Fr+VaxFaR2RD8GRb}as$-?c&diWK~ zX@xWkZnHV8(h0jw|9|yfalZN2f}V<+!%P2c<4a!=?0)j}qQ2@qQ)>$iuO6TGS#wD$ z=MMIBi=|p7d7fyJ@E~a{QatsvO)QdYX%GE?aa{Rs5c>$DYnT&3?jgRqK?B z(yzy^bsQ@a$g$+uCc|=C{)1i0f&Y3b2maZmEI7E`c^Uh`u%?7R;qez2I=3|^sO9hZ zJa@aD!?rN_N`A3?qcl*-XL#6i!&8+TN|ke;%=w?>_N($zjkdl2EcvJN)z3mKW;#-~EwmCs9UxELbY&N;zv4y?v(has+kE(&*0LN7Yfd=rxZ$b7jIH-}?D>3-f5Ket=G2HoLQR3v9*O!^ zX%?VpjAl6a^<~8I<9gjIZ?gF@PyclLiBHysO;fCvRjj+b_K)fMxI>esO_>`lRA*UV z@_(ai!QcDeyj~uvnf20g!&Dgw}Mt!RXjPWY{!oO?c$R)kztPRYn%znH#_%f^F5O+EY;+{_Aj!pQTO

    GHpCF}8oc@HIKoRofF^ZZle-0Rh; z2Io0=V&p&Xk~vhwlVi!YO@=x8zyTB2y;JIEE&A6j`SQ8ux5ewzrzJU`*&)YlZS%?H zXwPGb8-+Y);C_@guua_PChJzxmJG0YX1*kB~#nW_`2rU-D>%#>zVVKc^CfMJ!Qk0_}MY%8|OYb5HWR2Q?h_@ zjW!cFq2l z*5T=c9?xbOi9dQrXS}wKti5ccsMuXKWq-BCPyj6DGas${iI`s#Br%!hF`TguB%fIdC)%MJLZ#TP& z=Zy;6vF%qyWtuD7k|Fu~G<%txo3s*#_uuv-y-)l%@FcY*Cmc82!2HJQwB`S!JW~WN z&-r=n@8vl^1OH{7>oL5XoS<%K;CC0Cwt3EgD$z3qJUZ6?g;UOZ@Z_-VeqzzrD0}=s zUvdJw>b{k|J(;B;s_EVQ{obY~+3Xd1BcPn^~C)p6&QiR<^i*ogFLpxBnXTzKO|uC-;1{ z+bOZUn?J_CX|Bq_9m03H`VL<1%xymP6q@|m+f5snE@O$Q#K!Kg({->vad>C&$O9H{7s0=r%_+Kb3!3qDFL5?{uLLzi%!6V=5o%RA|b( z&hh2vJ?~C^)wtm)(&H)x3h52Po8cAP!M=NQH*sj&N4$Cuu>xGoh2C%R&PmSNU#1qY z+FJi=Q~J5>pFW@YdGX(-8#nA^u5RBcRq%P{vgHT;E+s6_-0;|B#!3A*@$S6K5Bk_S ztn)A6ZEigr_0<7f%knkLwjbo{D!U#2WLvGX$y;loX_w!q6+b%yi?{Wfv$@jaLPbP;N)LS+FeS7(2vgk+i`F{JBAB?+{U^B6t z^|(Ts1#j9~bG`R5b`E@r6WC6#?tT?8U0A1i!b5`_#S(7>_uX25b<5JJ6|-1R`|4j+ z`0?nrWuV%2-pe09A7A??SN)pR^&h{gp0!VX@?iV9?RVvCYu$8HXYRNDDaTgL*<8rI zR8-a~jbnW+yzT5OCGwiHo0m25I_EUU3k6bdEP1ExfAIHu?w9kQdg~3DLyzYhEpy-c z9}6#n!6J+sv`x`zFI)-PdgU=t0o) z>9dNiTv6jO+r#ub>D8Z2M?`WAazF0tlYF_pe_vM5vf8y@(gN1D|Gl1hX4}?(rX7zj ztyexU;bq~5=@t^=(%`0E;Rbbw^2cjIwcXCSW%d_<=V#y=L>Uq_qG(MM_ZMmv)Y-xZ|UU&U#`wcB&)#Ak`P5Jgz z<=Cupt(85!?q1$PRR^{6iQYI)|FF9tWfC3;dDL7AdJ;*BK_q-wROu{e2nTS!nrQ>uW`9MH~T ziSzO?pk~i>*6KL1GfzNGCQF{MU#C}hTk^~K$*@-UHQBl!lsi>+|CupE)BUH$m;Tw! zXEgfzwq_ao!MLV`n%LNb3&W39f;96!aXe8VpkuAiXaB73!BzFp?=_I3q}s2^cFJ45 zmHXI^PdXJ;bmZ=B{io|+dTN=PXYM>7?l`wk>c+c9HHZFx%%52}4yk?7vG5RkW6I6f z^6cNUPuwZCmkmI@iK4kbz8?0BoBO%h)`r>rVB_Kk2LcNiw!D7zc-f9w5vG2|H#990 z9_HQd+%@G}!LKUc@IYo>r?Zn|@@C($*zIDo>1$w}a7?ws)tj1AEw6Iha`H`LVfSrf zcHFz)@mfefIO0yTm*u&K_(!~Ic(}G46s9t)?0rql6YfS_?%i-D|&bzkGF*h0hN- z7A354iUdVa@q+`F2H;ku`qyW_8pE%1tl^V9*U0?*Kx1*jPv(2ijUUv{Kkv}I{U^`A z#`n*SAy!XcD=KT1#j&;))~}q;9=W05ijLFz+k7%C?0ikk><1YSyt`e(=JED-30uI2 z+a+u#zI?wla~?DM$;LwalcF-e_G*4u^x!~uQ{?Npr`gNqT}_LXulV})zMJsg1C9j` z6f6n^WEx)Y^G(0Y+rK4PvcHN7ppAk zHHgYuDOo&C{lxZ3LCNCj)Vaqm9#={Hd8^#Ho#ptR#^iek4D%O!-LY#K*Ps0InT-E$ z-<99+KR@hvi`-|n&dTOvdm0;V-H)kjw3*>*@htTdV^P>~q1p#mmzr2an-!drws^`r z=M&q4J@3ESGw-k5{$KLf{kQdO|K7i=7pp!Zt@_B7Wml84y7olnICu-`F~bc`@90&F zlhuljNn1Ydo%8XS{IuW4=1=_%rvFF0lde7?t@`BX+XZ1IFJ?S^y3gkxxCq;`>2m~I z`!w$EXrp~y^D-_P9#+hMG9mn5)AyybAJqTOVETXCUHIGov+lufB=e{Ai1Yu6y|^&B z&G_C4NqunY*?#zQ$%&5D+H#%;Ij1?EC;(f3pu&5l;AJhbpw%0$tj<0tf7{~Pl8VgJ zE@F3D9)$gq(*8PCW9QMU%i|9||FHP))p^C$wyXKKJ~(M}+4-J^qQ2O!^$#R$W?MW- z{dCOw{?3|&=XF~|TqEWL9`B!%anbRxX8w~Y=1yDn?=n0Isyk6%Vk`Qi^55r-|2qE< z&Uh)9Kcz!lekQ13`;c}2gdo(F%lGj~7MA*nmd{I&Y~e}YGtoHiCv)9Z^~qmzCB4p_ zdwx*sesT^!wDZ!nl2?I$3(2!ujXKSd7k~uDh?S{mSYFNMZPn*cjwgRoN#kz z`03B~2OjwxnEAq`yHAp@QMvs5YU!DZ<#?H)VwQmyBkAKTy#$c=vhBBIj0~$?-Aw9Ih!Ie!^_+ zpSHnv?}jV0s~sAJmmla1esDyyfQc)o#%rJAlpB6=m)85fSYO=sdFj7x0r%&#OGx}F zb<2|8Wj5oo*6J_qo*%Aru3YB5Zr}0i)7ShGne)te@&Y2G3AV9VRZjUVql z{kD`b{MMaQ@1qUfYhTsQouB=I<)Zud_{AI3!g(2&{dzN7Zr-FSzBwxFes1i%&ky+2 zfkvAJOy)43K36QWCQfMDtQtP8RYL3sJDVRIaoq5SHD9RD`{#1bUfr#eT=j+Z ztdSbeEIAf+&Zdv^YgvycEPJSc=mLr)ey9+dQofOS)pQFEKN%KvK2TrZ?ZOUuw%*^F z7k2y?GqL6Lo5b=sbuDOIsJk{2HZF9If5p5F5#a^jFAD24FLms3n}RB-$r_UdA-`oeur9ZYZQNnQ`IIkjKp{`-kJ3({`a>B z`!`KiIk@9lHE1ltuW9Cvzb4@c4-QVxO^@E%zvTx7b%A0mN zB&4oX^M6oMZ_|ruWp5^Z{b5wHnoZ3rIXf#T$vgPNpF8e9n>%kV4-=V~%<*}~OV5Hy zDiWR-Kt=x?7Ii;R{R0}6vEyI0uH~qH<%UR)M<8F!vEcFxh|}JD%kj(sJwc<@S7Z2p z&rjX@--+$QMvv3aJqy5Y{h?Xn+Ri7*lnojgihdtscjf5xgYCJAEA#!DMe{osKR6Ot z@JPc#@n)^K(aUzl=H9?z!4b-$V4=6~$TrV?D-Q+~WN-2|ulSuPEyeQw?4w)r_FSu&I>+wR|GWIR zSE?WMoRsjVWBVd!c3$;^os%K$=W|)JzwqzbmGi;+KDY@kG{=H-n*9Pc-;ZBqm;Q5K zb+hM}O36yLV>PJ?DJu1D;q;WH;cIOAFHOeNx9Lsj&4^JPzbR`@ry zME{IAl|Og=X16sP<7T(6iQjrLzCK~L`K#B(>+=17U1X^fuE}7Gx#j1n=9|5)h`(ub z%E}o6Ye3_%uN#dWcS=t$*OOOxe({m&!wlD{%@ZEVSQPWkv1C6d^7>VdTJW0H>5^~$ z$C^!+oIWqjc<1s1kwFP}9%Zt&vsF25vr4jHO`H2Z#%{ysNA8Ns0_%NG{PElJV!}fa zi(;-hmP=)i@Z>yF*ev`v*7`q-vHh2$Z#|@Sefgyz$X#6*QsjN_}m&vw!ftR=5*x7y{(kY?m4=4>(SQ9eX{@ksnpYYR~CNyz#ZeV_YlwD6DIuTMkL`-DC% zGJ59z^Y!G^ji%|pv~th?{WuX+ke-{w^!U%drsNMLk387jA z!N<({`)b=RIvzGGcqU;{%%f9(KtJ8t+om|~Qjok#^9;s%*>hHBugqM`m#f!2lTE88 zd)u4aW(U1}H-26q!SrX_xpTQMLr$NX{QdKUmzD+7G(`D%;y~@va2DfA=1Ku0P!V_A zjngWPh5g(siB53a4ix!1^^SAd=kTXR25F^A>U?D1eR8R+T;%c@znb2$yH_>Vd#e7f zig$^R(){>(_s+3knu5gjS8HEfFg)y7@JwL_XxOLpW2(vd z6RRE?Sj^Wf7Mf$pd2S9%`icWfC66!tGo$duf{AtVw+_8qdLt+Iwwm{Go|yAVJ*9<( z3q_}t&-XD*tKyrZ%6@JZbNZpA`eb&iv>)I0ulWpW*SGy3){&pJ{ijbgR6vMR5*{Z|LfutHT40N@saMlllkA+ zOam1ug}i{AoZ?byke^P!6M=Ta#XsW;Pqe3eiA@R#8YFVpc~I^1T@lL}bRFaC2*cN=TL*`}g5 z%@WDWmLGJzln~>#d6DyR9(%4nSdZu3S%sy7Vz;v-O3xHX#aQs_&0!N?@lp5N>l<0m z*Q^$9Z!>w3UoCO%bl+QtIS2DH64t+Ttu<(U@S6L2(iP8r{aF|IQa75-3V6PML&@y@ zNoT(3?C=olx%?YcZnIq9R{^VlzMhjk($jG8Aa7W(7+*7Y`@z=3512N5dwZBO;qC2q z;dc^$zCC2IW~=}H@XF-}N|^@#X0HQPVVU6E=6E=B!yB8U2fL;!Wfn-Rxdn2gUo-de zgRC!Buhrjn@OarHzcX34=Xjg0*jcn9-|XhIO58|Q~m8b zN2dHr63bEKUoOWc&e=Rs2AsA)!3s`W6J9e%ZceByJ@`<~8a!AXS@2M22Se4`_Se#8$nR32l&r5Dh6TDZ^KbcLr| z+@9>;=36%3VwdFI@L=2Yzt`p5ckXkF-g{+#0_R7I#6uHa1{O4~it26Rc0cHJO;oV; zz@6UHpz+Y|!`=T6tj=!tem&u#%8mk|7z<9lhOGPcGZ(1*csrTXyYIg3%me?=st5Zw zaUTfrZQ@pkB{ZWsET_)}OUN`S>TKI_Flp)`&jN@E4Of;uiRCPnJE6Gapi}*a+W|4v z^Oi*jKWCl(z zndchP<;J3=MR>kCB z69iSRK9JMZwkkOhz@zij@k9WR&r{|nQ%XcFV`5iNyQ=7{`60ei%4iDHVg8Ew=MtLB zU-JCAzts5D|FtE@bhhzJYCF3HCKSAwu+Z8$09+VOVRC++7*MLJ%ez<0f>}(~cnXtu zrGT+R?ENLiFY2eCTkt>DYVn`@-sxu^{hCo|lqSN;*4`%>CFt{%_le_~04|=n&r?N= zo0yijY%NreU^8^q+%SdRu-W>@rxLfHU^8Z)OK8qtZoH3QO1~Lw`GSQa5vQ8dg_j-( zv2*ZywO|4No?Q_Ir5`z`Ii3mN(0S^3=745y{$)uG&bry>7%taNKbPS8q5Sg93++A= z6c;NPSd^T&Q2by8bmCT4=i~G~nJ?axOL&ypj1n~YmDnb}+a1aF{dcYT>4eJnw!m?rl|Znb>c+OAf2BF^Pb~cZah6=>Yw=^HW#+ zcVe4icy@#Q({`R}yR%R1Qa15OvNkStUfbEsS90P)QGym|$TDyK$C48#nx9-T+5#F{ zUC0x0s(AwAGpX3#+f@rqr)#?9N3_&MU+&#DVV90&uh~?${r#FMn|0O}Sy=A*KmXuY zoqbC~P4%L`9yArU-nCc_1`t~qGGZIquCsW z)AAoqPcO4t8+&WzwTq8dE%5#s{ciT;Y*FE_Gn={3ziYH#zD>VwWoK@H`yabo_suS8 z+vyk{OO1S{cv(0>nbY81^R6c6=SFS93D>H?Yek+&u&?*|@%hWM1DA|AB>ftA)eo?} zDoKC&Z2tttq%)tNMw>qP`DyW=%Qce8%iIsRDJ3ix-0+a&#s#N@TUC$Of>x+h{(aiK zU}Eb5$9z5=-R1=kIc^lN=ruSzF+-_sIw&n1=sHZP%(yCZ;RG5zW>W70yJUDI$bnFJNA}IRXe(7e< zo?Rkyqw*DWn`a&G5gKL8pp zY2jf%!1iI?Jr9?tTQmEtn9b%eNJD(t@lNOQA90fh>pyP#@vGv~#vLXK2Od0^{Ji*& zDPQwi{XZMus!Uquy)}EucSB`P13LzglNN&F)yH@agYi!WOSQd*1~IW-pxBXY;c-9E zrkudsvCU2<*UR*#Pw6(zI)jTR*!H#gd|JpdJ*h0Bpjx|r_0zvmtoOF*oTi{hYW$)fSSG746 zx5`Q{SHE}d$liVl&W6Ij54rjddJBUBsN%WxbpAIsJ^OsQyrUymWGnEfA7}$5!wrm! zet$d3@^8Dpn!>L9`92Ok`+ujr;@mKiYU$hLHCJ1_mG{cjUrO`m1BrFX+sHKmN@oZl9|-OM7byo~*T z8&g8e+3ky*-Jy}@!oz-GQ}NzyADDH{tz@qC-}0gZ9OIzgs%+8i^_N@97^)6lJv;r| zc4zLa3p=*?Bpr-uj{cdgCVb~opXG^-xoV4(*|sl_$SMkrS;>DO-sV zyB9eh?NOcZ?dVfTjTw94_lt+;yP4;tTQY8&!w~J)pet~F+cHxfHEa1>;mo2&5AuzD zwAA!<3yj|J)V}@~Y`t@LYxiHT%+M1F|GhJ%AMW@i(Y?{fKJB&~L$s&INBLUU_C5)| z23=6_?yPB$nH#r&H+;Hyjl1PRqYj9~C-yz_Q!f0^o5cA4w&yXWgn!ReE`N^K{;4n4 zy%yAu@@~*o+yUuFEe}*vUcYW%`|DP=X^-Pie_a3c$91Ojy1CB{!*BIvm^}zu;Qc$h z>){$>(+f#+li4Qogz+q&la0*0`_rC$o>XIKw{@3}tWm{;7?YE?!kA(v&6VQ`*I(Q(*;)T__D@jDLFRu{ zU;Ru_52o_RF_ratBFpW4qWbD}kME!MI9|F=!YG1K$H}e!4BP+T6FC3trd0jPR{iT5 zwFOiHEZ@K8>oHJAf5YcCuhKIeiy!+OIiCTlOb>&6f1T;yTK<{8JT|S{Qfu;6P2k1) zb+fiUmq=QX`Rc_~PIDQ((oJ8z^L9?!p7mJZX?#}6)L(95w>y`9p78SH`l&yzXZ^|M zJn;AIQ}OBGHAo-Vzp;r}qxqAedo_RM)dZM&kma^K(IKfQy`*ROrD zUt*@Vg~|V|bN(AuJ_dJAmFu)|)5+ojVuKq3m&-H&L|8KQ_yg%c=+W)P# z|F=&1|HyrYsH|0z#eeXicap{bsdL*89$R-Qsr%NFZyj1T^I&zE;^m%y zCtB{Fj&!R}+0;>gRLA(Q!ON;YuT|ua)@}$dc;VT0QvXeSE6?Qedp{XBZFZa=p{2X9 z_HnS{V~hW#bN*YMtC#(7^U-awwR%ryRYmC(?Voc0>dO;5%|uf!@2guq!?9l5eSL41 z-s93wpI^L=bh`b0@i`y6e z$-}Q#Zk$z{Arr&-*>&?f8Xc$<3HCk-}&`zr^?^=^SvL`|BgAttGVxI%qx)g>zV&vTl_C& zxrpcvm3=v+qGR^UapKg+AVXhU{GYo2!Sv``Y0gKl8J1pCp0j((emm2m+cVGYmP&dx zV`cR3=)BxXxmOomQ!K6c^0h{G+v7za&(2R<{!Zfh=Xmv>`j5bKy3hzu14p<)l>z6j zY@WKi))yBgw=pLiXWY-J39e=PJ%u4+o=Wu8kvqrcDhwO+mH zpL_4NCgTH(|8%dv8FZWN(d%NbS9U(h7rwCE@MP*Sy{c`&#%bWVM_&)LPUye9RZO(uGsO6xi#EbY-k7_s; z%63FYKQ!y;-?t#Luh;Ria)P>`!MbS?7Z*0SDJQrqyo0P7`}$1kNRN&XpGP2gWr%RX zan23Qi)Qcj+^9RRY_hxXn~M{o9;SaZ6-$b{q`=C?k~29oz4ZEuOmD@~BM#rw3can* zFRh(vQs~uC>))_f<$#}X!g=n7nSYof-Fd*XFw;{R8lGOgT3;e-IFC8uJmZGv3^$Yu z&YE4bRJbO-V2#Vp+V}0`j(;Yb)nr@|A?l1ncZ{Pl@m*TcM z>19^AP5x-h@J)yzS@3NapRAD#Lv?;(pz;6TW={PVv-#ET3n%Dv8iaAI0S&WkZ%FtA4TIW5gR>_VzmvIlQ$2#s@G#ho zt0zTIS{Qd~zsmh{pI2oTL?v-H=Q=Mq7`|`X+Spqzi&q?4{CBg6bn>$F193(PH4N(> zTzG$To-usM&AU4ZSC?$KVaE7+!9#%?#T;)eS-vsE?&pii+I{RwFr?ybr71TC#kT0n0nwieX+VyZG(2ZDDThJXgN_+V(%+T4?vjX$!Iy z4!nQWot!1S?(^55=0D6<>Mf6RiM$mSuQ*|?Snc_Sy(tHN9Emw-I3vx18D2W+^?s7v z=wA@BTV_6Za_Yc5;{^FSi?c2Ae#S5A&Ce!G{Aj*>rW|8+XG5Xj8Bj&GhXXQ{2g)t? zMcECN1quSv=gv=%Ji_CCV4iXU{{>Um_g&FzvaKCl?j(E*;(b+;l9cybZI{I11YwR3 z*Y8wiR_i{i;;w9NP3?cTU+}@Jvu{h+MW=TfUUp8F=uU%Q1yK!^Zj01uN4>&9eSY#Hsg+JT;Ycb=G+pB6O=XmC}|7tov zGy13Ry2>?Q)s{RFkE!~@^Ja31jPf$|1CBxod)UFn5sO6u6C~Ss?rp4TIINd-xJg*2 zx#J;7LT16EYg_)-FV=qhU{30UKTY?qcb>R$flvLUUXt(swZF?PwycCui?|ILUJv`vFI$2MZVr9x%)}sXu{T(K+htkmCR%J)ioqnh!l_qlpk@71k5+Vsx-cXH$( zp9FS40#aan}4y<0SFTcw|zu=#=#ed#8|Jk1G zfA4hcuR+R%|9UBR>bYmm`_Fc={v*SA(3rNx|J1eS_o_gv46WOL-eZq=<e4@7kM7#?ch2-}eK#J-RQCTd-MX&4t>1L%(e0noACzCc zc1j}Zt9a*3IR_t}VM^_Bl3b-AkrIs`4;rg zYPU%Ae3{aBE7nJGPr4RuT5xdpw`(~ubB$#Vy>tJ$T+;HG&-wc1C;NZg+Xxyf)o0=Z zHNc*KVk|0Joaq)5dt21&IM4I_ji2uy___WMTDa|9tYw@hIPzG{>wlTY{_y;n z+#{L1?D>AjPx0Uxhcx6m{kK7ranrkN*VST8g)JEPWEj}_8lLL^*t+C_Q?zx`>sZ;p z4?^@a1YUjC*zqeZNM7cxed&dSiytm+^ZW9${&vZ$N#`0kc5KP_S$U(Z;z~)a*Bj1) zDJ&A@Ch->+CbgZ^pYU~YC%9j5dBvjOxY)hPrED^mjD2$$-2EDq1@2Y_U;FQ=+GbU$ z(6?{O|JNB!zt&_fKW15~^nUGce!F8=xDGnknkBaV)u@k-6@A^j{_O_Q=@z;#dTg2c zgcu)7&IiR&0SkEb^OUC@os;^O8MI8{OnVE*et$rSa`AYl&Wi6l<*cj;Xq6mM`s(H zK2fWnq{m}>aglSI@q-hR1w8h1QYT36pP71yKV9<9v`4cy`}8*~b~*6FY(J>qbB4R3vRA{~jM}m%;Bd8M?h9-^qjCR_xM75$5Bm5}pi)9iqgu77H(?p5Uile6ognAPxDBhb$3g za_+l(xxN2}A1rz9(#GyD#DW~Px7ADR~j;%Nxbj{9GsIuGZ-c^jP7yJilK7LUC=1h z$KUtB1tSwEW87z6_ur|F`SHQYolK7pPJTK2fP|CUR~Czdj+wI<)SVLRi+{HMT|FTY zG+6fQ(Z~B=n040LgwIXc9 z5?Wq?GYk_n!!YSsf0y&O`_16(99#8z!V%7bM=TbFOmi4^Sl!?DGIy%+QPDY<^`Dlj zUf=%g*N%^x*6pfiw!gc->zCI&pU!n}S!_Ba8IJ9feHGfi_bsDCM%*jTf=MhA-=9T+ z+BX%V2HATd<82;00&lR##ab&zfdMl4jJWd)fZ?o%BCx?_*GufeKOP zN&&+;|4*I!yJA6b#H(obPn(5xtx_!h`_B2V_Wf|=v5k>#`%M!67fri(lIO>M+tXhd zEIb+Jm@xQ(>Nfoe?3;Pm5BS(QoLlTa`O~YSQ_bwc&-ZtJzJCN%4)2foEB||IeDPd< z9iv|FpJz9v+&1esUwbFZ;j_@EM{S+4-z;x#d%1^Ca*temR@3#q{V|hfzP~WDieZil z!?Dh4(E0$r2GCjt4oSX-)aQ|JkAG&IW_33C;4N^3Gt9AIn704H^!S|Gt=XYd>I}2u zH+%nF%Wayd_x5OIC!hQCYyV~)e-`k(Cn)*ML$k*IPutHPyZx}_?S(79`ihn7+!FzqcsbW=0`p?7r7cjbbU!EWRJM!1(7pG?~ zwU;omW%QfGp!_cC;zH-Pe5Qj@&?VyKbsLs>M%)Q;o z*xU(KY;#nYkF5kR4Qa}REw|WEy!xK5{ehs%{x-WFvYb{(vtaR)VLBcEVRdbS(c6G% z`6lBX-yUB27jb{R6PMj~eWxFB725T`&rGCrFe+kU22X$(x)-6MSKgE>+&cZ-}) zQu{7o;oaAz+OKUDawdhZ5x&yp*WItoI@@Z)0}UrzvYeA)O6O}dc8HpmA9E^Bctcr3 zJNMfkH*F&Fx$EZX+3u=;J?reXf{(eEmt>y!B4FXo(UZ*$+O70Zz(TlZH)P+}oo_cU zXl~e0v3%85{|!7&ZJ=rX0=5^w-d$w*x4j?Kn=(oKf4|1$sT@-}XXC~VDWE~zI5x=g z_@~U)>u)ZtGvVz1TDPGx?ipk;1M9g}Z?+v#)s1hTqf@n4_r~q?H>yWul5&=(^DL9R zaWhf#t>LufT5+%D!xJvP%gKB0xMN#%t={LzW#EMfDQ@7sd>r6%;Yb08j`jJ)a~oQZ zs(oDqTD)%v^Yg5nm{az?X8&4w9Fk}0*xs`Do@S6%#W6>f<=E^3kR$gAvt)xdw@v4N zbEkKk%=t}R5xGU+36(ia>3)sI0kQLYRyW`0)5=g@oy?}WA-`RE$QtJt!Z$ zV&l{(A(39INv|&cl@`A(8L)7!Z2GhLTZ;V~H!nF5aUML;3|b2YTDiFVz^3AOw%N~9 zJsU$AFM%@@*BndMa{t6Xyo-1GXolTn{Rc}1|rDDM}0SWtKkS-}x8njFL zHb+a==+UFs)=heIPR?OWKi6QKen3*<=jA&_jN9Ql|dOfQ<(!W_wD^qoW zEO{sW$LyUx{0*B~4(zym0Me^YZz_QFtn?B;I7Y|C8a2O7GkU&%=I8roe&)0N`)xLr z@&D}*w_o>{8=Y9Zf99z#f6TrAb$ir;3Y9qKIhDMSwY$p=G-gi>7Z<7%24!~1zIx;1 z`y~rr-}YfEcn2ar-u7Yp^*>E5xav=|%DEuQ9v!gTedu zfspz%Et&sfef8YO_p^S;|Fi1i+Wy&Ai(Z)=@cx;-;Y!c)wL8}R>#2OU_OIR3vPHof zde{E@Pk+AhU-H>Cw=PXjD&GIq4AjW&ezM>7^L;0YH~D(|H`L1-gG$-CuN;^TC}6h8+bAF$^#E)tWFG)cwvl6sva6cGiaf`F69a7-Ccyj@3>ME3l9? z+QYTugBE1Lm0snSlu4lnvdZ5~{=d)u|C7uU1^=QOwp-o4mvuYsXZ-WIuO~EW-95V1 zcy83oiglMK>z!lX|NU*q*`>1Ww}o5V=x08oo%iO+-ajkLinRA|8BQ^n~#4(x5|MT{A)l{51in&7K(>CH@w*+>$@)5?Ze&FAD4~@ z7ChwGQNR*&iGR7I&Z}DUvk$KAd%tYvm;1|R$}x&}Hhi340xnEIEr^fTKyylaY-g07 zIkC3ks@@;)*pXzxLmtrXhkIK$ug%@NG5W5B*z~wl_b<(p(%ZI=?PgiP(mu&M9E+}e zUoAE9TlOl+GsXeTbAqe2v#W)x-*a4eEm<&;MFebyte&v&Q{&w2&T0l}OP1<7 z#u}s@Xfpg9KJQ4+l+ZH=^c%joER@`mT(&5QP1@)3+HN?G@-ZutBhZQbS>;F;zbKRGY&o$^1{s`+2}%brj5`g2$2Kde1- z!YJyGI(X5xQG!-}%sofBBRvbYFMP49FmvT+)4E628^vXfr!a!n6J%xI|JCs2;LWmg z^X*Dx|Gs^kc(T-|SKG4hnPkcVZx7R?n2gUemKnd;ZnypYjJJ;)i%);yaNNDaE^SVa zlx`Oq8}d2-nNA&sm&=tlRt@Vb&2}V!~16()OxVK z%Sk?#tMs148DoahXw4GewWlv_d*WX66S9!|W9^v=NnwfvC@wd{tch&}Iu3c02>*<1hZ@xMTr(DqB;o*}t5n&Dnt+p@`VRn9g@`bp1=E}^L zdk!v9Y>v)`8>X;3GS7D0Q)|JvtoC;S(|^zsBfmdq+k@XEyInh(l=%u2K~NKnK_)zI zaeKo$@w5i#GMOLiZF(h7H9i#I()z{w%fdLflQ-S|9I0E$miu|njcw;PdrQjZHT?S} z>}MQFX-X9^5n=JJ6fj{Z%RE+?X|Jlc{nO{3mx2E>kF^+1{ypQQQJM(Hv_8i( z7otG3?cgN=1~*m+uhUbz6a1Lvv_gso`?OCADGj@?@f;GL?6rDn&kx5Rm;TNAtJ9rr zI-U0#&!mJK+)CHmXBL~e-8X9sWetCkUmf+lN_nc){F_Fh-u+8tKg`De&IJy8EN^F#n2&;AF}FL{a{m%rrsaetZd4*QSaFG*f5 zPS|{6#zmPM0%E_Vtpf}X!?u~avnP3UpXJs|u{^ja`B(v8js^R){R?EHa-t^2@y?2o z=g6AM_3O3sn!c1Z@BNl7)%AhY~j!md#D!|L?@My)5D6`L%yd zepXJYpY7vfy4DS5Ahi!Bo(4*z~OzZ?eb57FBg_+rp#N=A3X?al;?R z_md?*?DtK(@LzAHVT9$Mvnk8k54brc+$jY`$IOQUHwrk;M1fYr7EflA=W98-t(djs zOaVuZ1&f&sle7+N+R2kk|C(6toLWC?&Yy0{I|3DxViM1M;kn_#)|37Qysk|WT%H>q zmfY~hW_9sZ`vZ?&?eG8RkZHkeHiuFATm!Gc^5NwsE?S*bnY@JCAa#1fF|`X5_D`6+@IV#Ym(cZhIIDi{lH-l= z@!cUB@#I(cge%M0&V0M?CNKK1?NN!Gwr0Hg0cGZI#>{Rd8y6m`YMa)y;NjeMemOfu znaf%;B}Lcj-;=8FYp_*6Fi-fw&!7K2w4|SO%g*_;@Cb((L-W0#%M!MUR(=vV{pjx! z_eIgp7ecn})(gIsG=p(3kC$f3{FF!DmOs5u_psbJ&mvKOs*NjKGKzo3wtJPYo7?^0 z#B8>EJ+qUc{ixjD$V~>kAUhJ`?PbzlwIAlmW8Ej6_G&+`u`=T~W5#1rqS9Jx(k&R% z9?Bl#K3~9OQ$8G{3d~cSNH|;8^vsI8W}H(e9ina=l|ZGdCPC)uio#q@t|>H z%7MhR11I#%LL|YJqzU2@3VWXNoPtw&}jUCp}Mj9*UjSF z&ewNdIp@3J`dS0U!+ zgSE3C*|OK&)=S^gOXr8xkIXMdVoT@Wo^^z6+l7Cpzv;hLjZE07_tUeq!us{?7q$GV zua>TGl#$fa51QDR_vK7aW8v&yZCtM<`x+xF+CLmJmSH|W_w`5q*E2aD_rzMTLifZy zV33)iw$*>}bI-Tg3-^0u{jXxP_z)V@H&4>CV1}i^z5}-d5^bHeoz5iAX4!m=J-^l| z;&rv|v6+ENt3B^*{K9bZkntR5_H&KQIq%j^%2V09!=k+S^2N(1Ht(CB6)G!`ytO=Y zaa0*tR0 zJ#dJ4Q@?@vwd6kW8Krd}K6K7aFLwNC?%~w6x~6UNg9Dxg4^%4tv3!3&JD~piKF%-O z-_LgVfBU;{BFn)ZYCeB`my+-D^#{1qWyw zAj9s!^>SD5a&7EgKk^t~0yfBV?B+3(bnGn}6ZV zuXq&`ho<_O7miG1IX;u+aoPc1(PPFse^?V=ON!Z5{AejK4WCl``0`2pqwBURvmcz; z{NRM+hd+$}LT2V>t?@kHdL?PK{-QXxKDk*vjP}bts}BA3)xUgb`?J!dBHLX}??2xE z#(rgzN_5u6*R@4kV`itR94u5jcyZE$6P^a#^^O&ZQhrU5KUxa3yUlNZzWmbm@HG<| z7I(fTW%h%D2ei*x%yX-sS@>rw&x^=IU(7z8ZsC+QE_z^5{2;@!;K}Yr<@>y6KvP8r z5385WJ9B$U{)CndJ7g-S>F6A`EO;Vg!L&SgXUN_K$}FfO&ZDi>UzUBdQc`%9h|?=MSce0W`w_T)g}vja0u<*(Q< z?V*fC5#O0Z?ELcurWw{4o^eP`n6pPtAu^&Z`N0Xp0v4V%KbCmBQdm7ZOE0!Us&?X5 z|9qhz9N^OUa)E$Nd0hDFx1LIwiCbSUJKA+``#$*@t@|rL-GWSU7+Wy__?4;II3--P_%(FlR(;F1nx$MN{4>-(4eY>?jH^QUgcPgQd_P_{WI zBVm7pt;?0o$D7&t|23mI%$q-S&i#E<_RVIOX}%VHb`G01@H{^-vG@Up%#GH#rgyoS zzqm3D&oQvC3)Nif|EYh6l`Ch}UMEMRnQ=jvU0CDS?e%5W_e_{>W>;dEw$m@&jYlS( zr>EW2JS5_>K+x}_(eL+s1*IlEZr1Kb_0D@K$={t^`WlswADEc@faAtjt*3vor4Af3 z$*hyK^`CX$&3{r_fv=Qf!7RsuEeaNe0%s1z+w5_^v8%1s|4ob$%WmnUNiNqnYJFx_ zJ!aZD`N0v-0w%v`)uk&Hr;1JfGj~n4gS_*Elg@2R?`<(!!)kJ4|K;q^MN52kb;aq- z+3-Iu`g-;8q)CovQa;*H_v2QQ}>iM~vKW@2t`PE*rs&_Xti?W3lOuwkD^UqT1X7fLp>SOX>jLc8& zQa@D^R^@9Nzkbdoj;6~zO_Ny+}g9Slvn*A zGypzTO)dRb$~#5)+9d(Q7tcD^Y>$Y#&S14H^YiT&b9H{D28l~QUst{U(bjA?u{mjC zb9A`<=CG~UKA)X_@pa6#6wWp81)PpgSIxg&e{ELLrYV=DMYDE%JJZp0xu@x)#UpS{ z*(7{l_zXC|>g8^{H&5i?%)3AMC+O%L_AGd$V)2xpT}tO}f%%0e{Oq&-tY<#U(R`Vw zd2;K)&chE}D&C6cgN}3Kpa1OP>ql!Zt4zHAJgGVTk%2{_#2gDAKZkPfb(`vfCxzv* z{WSUY;>+4)*FN~}U4FDt^uqHCb1Ho7(yr@YOj^Jw_2$ZUvjpi`EpP5 zM}wCR{^=g^NiT=?NmW$8D!Q<007x9Z&XmSI=#YZg9!@U!}a{XzVbE~iNf zubLzt^WWaLTjziClk=`=jcWfkmgp-wyxWy&oOSb6-*v$~Yh&{BPd++(ZLiQg@5?<7 z7H1tK{44WTY*_YCx>?w9mvw&ahimFBrM{aC&bm~8-Lu7%m;F#D^TQ*JAO3KzEAH4o zjj_R}c)|3y^Pf57FW!Hq@q)23zn?L`+oK(z_G>=3Urn?DH@MW?CVFG`Jilw}%3g;) zval$WnPb7{_t*LK7k=H#_FH`ZtDk-%$o5>4?J?(7UeRMlpt>g;TKBx|o*Vx8vabKH z^m9$d=?72 zdnMD`B=n6`8#nn~5oC&ewYc;s}%5zSJZ8JFksCsYk{P3q_tDawOI$yJK`@xxq zAN*wAu;lalY=-xjw){-}Vv}1Z{WtYi&oarvf_a4oPOo@HubIfOZ~nmdur?d3X1g`lhVgXvzEHeQdMCkL&9s8w=(&8u)FI)@Ul_ zy)QH8=d%P*J$_`q?&KdyU9-yBm%FOXu@pEb!;#L{V$2YI(t7TbzI`3duNU>Gzj~T4 zpR{Jz*@en&Rg#rnamzQUovzGH5Kg?{eZ9&yaCzScm8S@`oecC)E;f!7xTMv_y4*vWs!?c^7l=@ zZXN0IT`#fv;={6C+b>pEF1Rz-BXz>c>lPOM78d7SM7Im&t=KT{VRf@H<1T0oyv}RV zdH?BJ^LEuVq$EoEH5)HK_)|FQx5=;FM}DS8eK_(n_sjH7<5_7-4puHZxP#$lK%(zq zbN0=kQ|Uf@$dtSHMEkx1=dZO}*F7|`D3+RI$$M@`_4m95E9Lo2B4U5!Em-;A>_U%$ z#d!mZXo)$NJZTU0IrQ12_F2zp_2#!k#QtMZGUbAj(etA&z@1@jUO z^j@0>+|aGo`E&HJ^}mYOl6=j}H|ThXg-x-w zcb8;-=YAEpG>cf)W3c0lfrQ|(Hm>BEP8Dy(`QO{reE7imFlF0{y2ppBi-WH+t6Vc| zJ^bKMBB;$aWkLM&OJB-@JTu;`;`}n{e9H9{)i*V~vBwx^pLgh9@m{KK-I?Blv#)P@ zf7SoO+$FKo{;y1Z{^@Dp9ivYVj6Nsa>D{#O(5<%54-QpAb9T$oXAge9j5_%B2eS(I z?E<+N3;ucb2mV4jJ72al^S-LLyZ~{ee3o--DUZI;L0Eh3U3ln8_0A>P5uEQBK@ANa zJsCFfgss1hU!2WWd+ql&ab@03v4Yhz59N(SbLJ~?d^U?H$0fL zd5KY!S$KbFT$)L0%E8pMgFDtIGq;}2;7UKJ13C*0)Fn%OdEHa!OPBj=DfmXZ+2zmI zTwXWFVSVbZu6rq(mAO+l9?M&-nPy&i%ILz0tQFfg>@er6KahH_XPsnZ!OX~ljXFC% zoITi@&zA=4k^fG5Yhu4=P0X93-320`Eom~W;tsp_9eY#l8Cq_W*x0)K;%N(kuahq6 z?0d;qp0~f}-}6?7|2I9a#^mwFpWEl#tr0odCne4%W=q}#DbGKOCrzs&+IedzCPpak;fj%=2egQe|+^Ye)PcT zal)DHpf*f_OpFCz+Qa5{e~#;WZUouc-~F`f?V-YghZZ{uWMUYu-P>E@^!Kc{`h@%Y zN|^rU$6HOE$SQtd7W(2U{UJnr_RjHfCSP0Ke*Z{T`JQOwr#@qpP59Y{+Mp*D?71Z?nHxsLFOS6*Ef6+Z+RPW7~B@PcG{*l^V#y%viI-X zIwbi9TMDg{;S9ecUo-jgf`4ku8Gq*bG5@;%%%pV5!O~?1uU>lKnfN^})UR24`N1_` z4@S@bk+D~w%hz9MuSQv-WM8xP@q<$zKgim~e*dY-g-2$~9skDqHUEl#W>Tths8sEc z#p%2i8`eE^nXwf%K9iR6d)uaSx0}OfEGtrqu@qc4ha+5J!*)+zlO4WU4)wFIJYfE7 zwQ{Ah&^lwGV}fZTBruF&JU7F2T-D8Rb|dEdX*H>-SUDg7-E>KX|@Jk?pi%J925d!zRzrBhMu z_un0CVl$fEncNf?JhMCU&b~MN7escul+Ju|o0a?de&6OLUsap-If?#1QZtvk-(`o> zNmlO`ZS_Mse^?*7>YeE{;GX|u^W4gX-+L!L6R+N&<$h?YGRT*#Y2K6jmS3E_YwI1G447s={h~B%;q5x*FOjyS_6v#RXx85zey96#MV|fq&$>5 z*Q)*e&}a1@i^CI_Je%|9?`Grtj`?oyqqH@(Hx?R+967o=FGpaO+MlcK>&(j@^!zd7 z-88NA%Uac$^JTnq+(353=!(q~;f^`H(SZBCK-`YDDG}Ep zF7!yuy!X+BSA|_H(|h9-mHNv^1DNd{gdeV%8L(P)z1Y2q$h)qOSe9ifi{=@N9{crP zTB|2B;s^I3v-OGKLS*`;3T9LLSnlrMQ>2$4>J5H)Y-K@n?w%^n+&`MUy2Xc-#Pd8R zW*0d=SvdWQ_*PrT`6)}MPU@QbPHbDg(5#zkYg7Yk*Xx<;E-w42wXio~$Jqpli?7z zV%n2Kxz7&$@JexRHRaWpzQ}R&ZY8)~bTy~v|FPw(dFx;EPtdVBys_YM#16&QshmMY z410HOx{~5`)z+6ga@pxs>(e41FL^gHYyTVn2?v*LSF!A>as0BSvGnYn1(u$(Rk(ws zR36_?4Z7^6b0yuGc>0&;am9Kl7IJu-kmPjrvn7z>8 zUDADrMDe@50r&OqRXqoX_4O?le@yJ>>cr=&t~oZd;IYq+LbW>$oR{Z3&itbC{71Ib znxHeAmTkWnpXQq}OOSiJB=_TA$)M0!uLK^pTJ|ua;@zI3u8uc6g;JZMK#AfQI5cWq za_28QSnJ1Z|G;edPt`KF%RM1G&W1>QJ_2gX&fzlmYlSp1jhb(Ze*aTqxYkXIuT{GJ zP_OetHkPnStCWI$f1Xsiz~sNUd|lecu$5LbMemEd_AYQOS*cdr`(pQN&iHkE-ul1T z`hCV00fapEnx$|8BjBFB=SNo$CG7H&TTuafuNQoQ(V?;&lCI~F2&GF;|-tT}ctynCneGeT@p0}U9dPp}N-QV8u3~@H-zye^d2=|-{aR+Tkta zHbINv&mT&sa``(%i|KYxY*T)CY+}JO5 zLXbXij_=_^>ScQOg|laQ3T?4kWa#_cXGgKx9ZTVN2U?Krv&mDG1E6geSv$H2C=uX?}y~{Hd;+e&ZCb4e3 zyhy=pDP!%2Nk6~Dl>QG}+5IVV!S&Y(v&uIL-0gc-m>GF~F=(jmzF;Z%ZVpGeU(0j<59-H$1h0wH|Chmf-_gGJpPF;!Og7b5 z6I3q8T~!tTXLoSPiI$90BE zRODs7`Bv_S<|;otH?e^I$ZF;uo&4wvbN9&QbJWjbTlqI8K`Q&()qP%7H{}aw< z4$j2VKGrW$BHLOQh;Q#WyDDB}*Kx79eNvv!X6fymeB+qj`~{9>j+-3UZip%BzP=1< zh4}u)Lx=XBn`prOe$Qv{l*_Vzu39#+I@2#b>e_H_W&tE+Bre{d^Knbw>hGUa49#9k zDQw%tYJ25c>bu@^k58VQo+&Wb$JnUmNYodBr-zIqDkJXCK6Ph$b#C&x_GOZwlwnX8 z32p-_-Qm0pEgVZrB_IANxf-+lH)zCChNGOXU>k4L@Hd9sSM&E?2<;!Cc3?^K_B*>86PH(y;+j&J#*6`U>Yv*Y88;E9Kpdh8pP-^%~Zye{bNP1B3K9ufaf zKapx~aco?-5In?`6XSeXy)16A>!Hmq@&9HePg8Kb{zt#&;VjFX80Ps8`llBR35jkj-7TasY2)K_f1u@{*V8M?=FAlH+TER=@IpLIUbJPAxl=ztu`|6 zn>TYtrpu~b3lCMb1>6P|&TIMQ>^2skEIK=@dfJID*7(Qv4x2vkq#i1+cqsXQVfvr; zd5%Y_pG*GFpU1g4{n;n(9S>_kxc7H5#}xUk7S;7JHow3%zbY>1yYTdk`^q!eU&YQ- zQQP}U^=H{s4tH_)%SUdSuyHgWn$;#IybLrGcR4_TXYTW~;8~GEixZddPl>o3pkUK3 zzN}Gqr|bQ)7KvTcrhZHN+ER7$&f<6bI^))VI(B!q{^IgSdiu^Y?tM{O8Bn6O)KIr6 zMa7jZQ}SEN!_rbC^Iayp((bu-A1MJf+wZFQ9JX!|U$@Xh!s`9KeQq;U4K3E(`{K}9 z%IgXWh*|s-4a__?Nle=5Iqm$W2YNdmRNa(Uc+L26ao)a{vu^9Dt*Cc8^l1M@)5@}5 z$3qJ?tXt?YqYX5cdh|xtM!gaooe|nzORHg_0R{-y2rErEX?+)d|-Y3 zPm#3Iu4O&zW`4i;sAC%_w;DaP+~bk0A-wFN@S)ts?+;!c348YTvQFfTHl>G_dkoI{ zBLpkn^SoN*;=>qs2(b=NR;$y$^6l>;ZK*? zw3(d+hohW81*mi92bs7Cw$%TY8uYAJM5Y;CyYorzfsx)+6V# zsPbbcC!}?3$P_qYXnW%P1eF!PN_sPIWz3p6Q|ai9fJ9&Ci63O*X0$0KO4%vuG`~(d zYHJ&N`kUD4$V~>|a7&cZQP+tKoo;iZeNp+c8L<&J6jbDsuV~E)yzbw9RoEas@YDZ_U0c?%t8wE1&vcfH6_ zVI|peHtl@mrVl(%4;EKEoY`OS_Oi(i{|ukp2fJIIO+O&%^VnVP&D|WS)6KStoBki< z>&c9OO+#wlkjmPua-~PTT~1-+x{q_%tIsw6Rj>J;`E|UT|HsBW(9*SXR!GS9y$I#*R+ye?e2WwAWS9|qUtZ-a)4DmSRRltWr$ z)052I4qP@3UjGI>M*%vg_xF#5>5tOq9i06r&sO;VMPp^&Z^pdGQ|iv!E(7}qdEqTT8N)NpW~H?ptZO@1;grOD zG^y;7!Hm}Odp{2zUS9cQTf@Q0DktV=8Cn-gys-ouk+L!a$ITSYFL-lqTO{5QNka_d!3uJUjKTg(D%OJqKPucH)D=ty|U6; zYcgM)OOUz;=`|R&>H9QG&llG;U_UsoIpMtH26w;cYK<;G=hanF2X>|91&Hp-%>BIL zJHz9!RnsrN_GaG8>bq?3ofOLyU*@Xy-}_IVnf|rnN^0pb2{%5OG`^mxB4zv)frbc zPN(}YpG+-YX*zAqcFh|q7BhMe>WPa_R&g?YuzS+>i{57I(rYJ&U0?O|)0KK2Wez@L zj$^-+D)a6K_IXmAzVVu;OZNbSmhvoeI2mX`ZZ(cK_=GCN_ z#6urViozGKzB~QWtp7Iya%`FZZlCr=cdEtOYr9Tld|>a`z35%Ozv>UE!>XKo%A9=0 zoX3ve0%b(-40bDM{Y%Ve&}iG-y47pa!RE93H9hAqn0(c)cV7Bd{nh(Vffg*B{1O_~ zH&4>BU`C`C(+^(JYsO!^EMZZ7@e0SEW9{V^cYa-0V`5er zt?0}+R->U?XTn0=yMmS^7=LX+p{Vidq2+E?(g_*zFm%W@nYuW$F znU6Y}ANMpH-n|!)=yMn{5jqPz5&En)dzM8$w_bO%-^9lcP81eAv9MsOo!YYa-<`h2 zTZKRFy>R)(T#l#y@sIo?tNYoP#&2_cIcZ+Yg_!C5yLVKwN_QN0y11EZ-?BUF4Si)Q z3+7Z7Y_X{bir6M@$=^4J9Ws*>9qZ%&`SQu~J8GsAKR-B8S@6ULRIYv5v0rD)*WY)G z5BDbcFD_r`8p-<7clo-sVu81*QW|#CbfVu}n!I!QgWRW~r*D3j+0qqQdY$nW}iDsDD$# zzpjMY^iu@;`xOw;`bt>A~6|D?!Gy!?svrAJjs7j zqU`kUSqnK%hJgFs#kJSPRNI=~6u^8KCCu@`DrK^FoHn zw{Nfrw6u@ynxSs*u*rZI>}QS*)6}>6-)>Ofs(<-`(aOKCrS`0Nr=;tCxyQufoQcH! zyj)Pknpk|=dk{S0kodFiX0OTT%cUo|*JN7o^vSTf^EE4P2w(o5_qPT)#ab8Gh_2-U*a;G-dP|OSTHNl;N6LP0g1MUK_|M- zfRwgp{~o#jqvWK_|4PsVTVIo~`@xgOr*B*}dzG*IcxLLGTby6_Z-va67joZZR$3A8{$ME@Pz9g7Z)W1Xv^&S z1_zVRmoudjZ6UMrg+g=eR1R_;%$pP%rhW2d?cKZgwkJv7nV66vF!>tix2-RaKKQun zMW~c#!7R^$O)3_GQorTj9GKM>&XWdNc~=>#l{={=wQ?`yXxl;&n|h|1ynB2mtZluw z=}&F0SWng8Z_}q0zxZW#QEyIwKAXlm@w<+KJ{!Mnzi4fHUe38cQY`A}uY2ESxJk@O zljyna1F9zrB;Z4ba-XtR%*=L~QJp8J5ILjm@q;6U1*guKbT3q^&zN<_Cs~sB#YL0p zr{9`i&Ik3gN!>je@vc)G=*d}G1m@#qDEhY~HU&0smDvuZHMWG^8YQ`c)e*-z#Z$`_zq#QKvSUcd#duQ^gap4+1Ch$t;O@;$ta?M+9|<}LVMwc^^#LY0jUu~)hd{yTks-RxzlosTS% z8q!al$UJ=}bMwjk-=Z)q*Qb;vT;QSVi>SKP6g zcYK$AUOq8B@}k?%X0`Cea!1UjG45TH)tz_q+T7bKr)ND^$#}5)$^4_9@8-w&zn%1U z`ozoAW?p{OcmUKmpL2QBHP8a151n(_KYzKez^m#Ah|Mh)JV%o-;d|!`FRp`w+v2u3g-0T}bGmfpP77eLu{W)H1`t4RMpX4#CA^9(} z3itT}hG>fh-5m$NsU2kfn+q}H_y61`YoS|4!cjKIw=^Eo>x%fn{d@bohb_}u{omY~ zdUWL$PoXBuGSCFM@tg}{ei_^X7k9IiPrI+a5BRGHP?LX@Mux{r4 zK9=ogSj71s+Tze$dqzLs zZy&M`zTI6OESz&}@7!4n{@?fWRer2%{8)F|N3lbZpp^vY3yz(JtR%Sn%JqWE#o5oq zgN4)gv>M+#B$?017JchH=V6ul+fg6h{=NL7^vsEitm{P&X2-9Y)S!4;WAdamjX~2? zB#v*~UOP`?|5h>QDa%(q{NxcODVRS~Q2){zUeRktG9NcVS4&K5J&`nJrrf>jyB3tr z`5@+3!L7cB_1iVJ$e&)@9&S40Upey}L(|mtbsDPW8+-qqj$+$(&20VjnCT%U?Dld7 zHPU|H5Wv8=CS`?(JB^-{M25^aKihQ(ZiuJA9;-xmf-th(R+g!ffw zyYHE*e2=RmeA?#NO~QMhTg|wwKF@7_(sUi)PG7C6WmhZMzTEq+pxpCa)%yJhlS{Yl z`j?&7`}f0Vy~qA9XF4ig_f&j*dj~Yj5;wgOw64$Qu;BYUJLO!r&zt#UEqC{&nNyYT zof6D{+OhpnSj^nSra$xMst7&1@$|BZ$0Mor$L*T*S~s{oJ^iBg`q|%A%+c%jKKQtF z`^D20*HfNMuDRLW{#$k4O6A9EjUT%{+Pd)2tTy9&rzG_ugLGeApPu>o^2zVL66qF? z*UtGEcCO+%f5CjF=6`0aY=3jPdj9@5VqK@qvd)<0n0SS>)|ylc7VskD(*+zcj2|Bz zopxV=)9``FfAG)(Q@CH_>V;cE=WQ1Gn|J*vtGej-w`SL~uFkqT>4w>zzu%2`RX&&6 zet%~=yRiH5r3KRi&%caj-pjJ^S=CPd?R^qE&PhnD-2-yr`@^ZAyQ@Gc?|fb1m(ocr zx(AYc4;vOdmDo|l6T`UM>a1zjl^aF@4aBC%(~8)b=@>jP=HF1?vl3P1Tj0sJ9m@T+S<=u+xn5= zCZDtkj z%LP0!mTc=9GV?!6-dR;W`+UO0*4;I1mY?-M&z#77eI|4G=|=7QuTLL}7l`9A0gbwG zK9mwq_jtB^^K520g~*DwIF${QmT- zZk}a3|Lrj>=M(SDUpzf^j?dI8#_Fr;yXDf|_+rxedghdX1|6Rt(Ao3(9RIyvEd?K* zmH*vN5l6((47Ccti!D_-de~v@FwWTS`S@X%lFY4_rdsTLvRgsX-2DQP|5BBD>LwdBY zg$`7ur5$C|o(rC+Vn5j1{Gjbl=swZAX6nb|cG>t{@Jibmw=XwKnKjRt)eST(+4fKbGAI^3Uw|*_)GaGEF0+I~ zpB*|&d6pmO4StZeV%@tYjZGX~k0f+<{xRV#n%I7B<%^_fc9z$YI{%{=?{Mu2OI}sc zdF%Fz)HU2jdOuaP*G^jh(??pfV78_~p2c0zsGnwmvP}8&wcr$^u}tNexyPh4Y~3q6 zgC88zEO;zZ@sFiyX4J$xOF~ZuTHQPR$)sqjC)cDIERjX(HlP1&`X#gF*|GCqeU8S= z`ejz7>mEOcC&|>y$U>lK%bAYG+dYkis=F2*ifT)KaLf=g#~HD2S9eNU)vlldnc9Yw zhZ22_(#H>+&0$-o>pd-M^X91!=DW$Om|vXzT_y1A!bitCr@!4_WjLcp`X=k$6?wYM zsWMIXj9;b*Wk+sW`r7rfN8@dtpo!jjpnV^p8z~@zJ~5N_wWcrod+2P)v3gJw$FEU( z`2k*y54lV{trB^{33qa8rZX_7{wrm&33^}_oN#6qxbq0viL~sYNX5H7v!piOSLpo4 z`-WNdnu!dvd0(USn`>8j{l5M;e{(8kgF)}XW2)08IA1*UuDjaB@%^kNTV|bVnc;o5 zTe$EC^Ot#3b(jk}*FMia-y^Z(tc1jSjXR(|zo7y5dq|3Y65hQmaN%s`HOUq%c`{7q ze2voY*z`X6pS9d_D(k3upa1OzS-w^$y`2i8e&s!s+{5m7Ny4`|`rWyQs^9Y$pTC>E z_tB!IOMh2f<*QiMFS6sj$c{*^JDi<=`O6Y)4o5*ONsLUman|_r<<_pA*PzkxbBYDe z1wi9-NfUN1sNUMJ}9+n;FStO2s;}!YlHu)SUIE)=C5@#CDc~YJt{J?WkZeT0BhuE}-96O3x?j-7O z_+zU&)zfjB&%MW6FZi$4H$Cyl>;JMzixwS^bCWj>%&XeERp)%z_n9RwmwfXhCdp6I zJLn_NSTLW_Any3C#w5cdAF>3%g)C@_IxK-alMG_jYaQfQ=biIa+`X^Pob%U$?MuGscvpJ*o$0=@y>_0==6!k>4hQc#wCl^6 z6ZOB()PG!Q77}s3;NNY_|Eb^=O5e9hB`sUN`WY9*4?ngS|FN!bu;==)i+|Tuuk&*s z9NV@$^TF0fJ(t5*IsTt~cV7FiTPZUp1}@9kIqT{kmZxedj?3PQCly&vdF|v{%W|NW z?ZA%^&;lW$^=ub8<)PzTHb0L>?)dq#_}JwXaJ9@?@SLUMA4~n0mRa{My?pxqmT&66 zafw=a7iEnC1krr{%y-YZ)N_K@zqR?uj;%g-R<(BDs#y@`S?AC27j|(a>yD+=|1DTvHjxm8QtZv{u(Qe>z!ZzMeyG@ z$$yWwrh;mkA6s+g9*zgC*l#H~-K{m}!^g1gs-=GQ*30+Ly?mc9CoFCHvfFPbg}=Wc zK6yd8XT0`{UfY-H?)Q`8nr;c6dRn5rec!35*wbzNSH5(FmTmfSz5C9(Yd22vehB}6 z`iUfSy<_9NnTOM&7QvcX)3>&sOilA#aWZe#Ox0s1|GDF5r142#KA?UfJF{fXWpQ6c zx800~UZg&{FexMUh~AA$VJoI9dKOKdr?R+no8Q~pFPhifse8xiV|44t=|AR{_El+2 zD=sbl%CmI8$sg84<8v1v8%FbQm=<5w@wDQLJ|FPw_x=w{(>4CK`Y*Vj&6?|ZZR@AK z$F7U}FXj*IZnW5|@5%jW=FXF^YNyof{2TLZ`d-cUwkrL_6MJex(^lx6{<*qFZKpw% z+L?KVKg30@8JBPyOcF)*b1kgm-xrc^;+^&{qqk=a~4`RfEEC#bap4ERqfih<7ECc9UbS7?`7g5*b4Ie z?)?^;bT2DTca~$VmTH>%&U`)HS!Y-1FP>ha=IU9ix;^{uO{clfDp$>WIK^`BiTYL3 zt3OZjUYwfN)s>!O77}qffCap6V%kCu39IQdGat^ZoLz8SIU2O0##!)#OkBk=u{XMt zW_#>f=dQTql{HdnuvpdEx0a z$&(Y@PM?`R@8LSofRND?hVu`PYB+Nm@Xi;=yQ{b5;mfY$v09)(31`j^GI17cW(>Py z7X2}tJx`V+;_=_iFLp0%=lLCzdfvTr-oMl@iY;oEx&JgjOY5F7K0kTaWY8} zhTC6PuI%euxjC8VFKcTl&))OBpmiZK&M);#^4@Ry!REO_aK8}$1X!dT3w!G(2e7hIak@rk0w8WGBgx$0n5gT_2wEM|#ssop&DK9_Q){M!WDXO(L4cdqq%x%*#gn_c$TnlXNp z`CrvnZ+m>d+=raYlLhv&Ef+P{{rlA;eRY17agTmga%<(x-m00C@A#XoW^HFGy1D)B z{ulc`J!|5rOqKb1!ASY>)$NyFF~XXBSUzaC?J zYV$nl{N9G zQ#nwlcHoB>XiEW)`hj`x{x1bL1YRc{v`VY8`ngR{26EhWF@sHgL%ao>w%Z*Gw(bA# zSuXoGJK2rlO*%u*{)?bF#+Hk9;4|VtJM(v^ni=OZPRmS8l=OofX_3%>WNN;o`LEf! zk5}x!ZPfQGK1Wh~e_!3qm->09ZU!X&J@ir^w9x%W>*f19i%;GYn|UTgb%$!rM$pKZ zJ|s1~dA@f?kZh@V_^R3O^wx#A-#t6^Rnq-~LX01lFWudEIacgn(}uYv5#TlBrC%3S z)$NKA&-8jwVqUOI+Tt$nyUl_uU(1y_UgWzAT=<{H!l`_N*Z9WKM+wqeYho>Kq=IHR zb{A~0E|0s+w6mr1eg2W!KK=w8f6phu}T28(7%47eBun^XfbAB!&C>yYtNpK(f3tch1d!;2*T++7rzufiVtU ze@v>@M+bgMStIw|kd-AaZ2p`zyXU^!%k}M1>-LN7S2krlP5koKd7n?rVUN7SK6xM6 zPVO1izz@QQR7w!OcTy0%;nTsy=~dDpspb?L@(MY!!ZI-`>` zX5H6{Tid-jo6$4>^6l38pv1zSyNaw;dk>twsx|NBzS*BY=C2mN?R6=p_^Nkl+v6!2 zGX?LoN#03n>;RAV-C^5TJRLkusS~fe`)+F8u3Lo#^`LpmbGgjVw|!>+vG}NVwHW)6 zDNp-T6YXErUb2$6WWO8UzVg}W6R8&_)KAm9|L1|yqlWDlt?xcq{k?hVg7W&9unx~e zmhFjb+jlHX0*zX*Z*OdlhP1#mSDRk^QgU@pZZ*gfzC333?Tp(_o!TBLcgT7!Ym;qg z?w3y|>{qXtly!c`!uGZG*|tdlXAS z=HK6S8g$6Sw1-d1-tDo74l173B3HnE13W|wimSQy2lXdODs10=l1D6mhj-crqYwI% zXHLA=HuIj++glDBJ<=@pro#86+)A2w*5`|v`=2auXMg$j#>>%Sb)PmmbbdzQ^B_A_t( z=xiWu&%U{kWpg3h=8H`?PaMoqdGiG}5zXH5yp z$L}}jl$E!pK2DD?>x(cu7a^wIoWEj2+k=Q{pfNX|gB#z7tn21}|M2+i-Su*R82|q^ zugT=#OMToPU{=SG8dyI){z!fEroxs@g>9R52;B%sls&vKMZGTXBL`Ru@pxksIT z{rLY^dY=i8`lgT0O49Z!AgcTC|4Ao~O+0aI=7~q3gG5Yu)Hkj93f}+ZWU-rd!rb~j znrr?;oqN1MPTKy-#*fZ&-M?-tKD%F$BU70(r&6cy7I-OIfA5^*klBO9p1<}vUR)jf zc@sE{mL^*C_HH3ap!qk zR;gdDb6B^(&-p;yxNH8H$KPaq*K$(O8rC}P@l zo8EcPRrPQG4~_eD-LT^QttsKL`#yCl_w*X~9KHGV#-yx4L0 z{XzNv`|A%+Z+oa>_GsQ!>%&|4c`w_U`203M+@oT4PDLy}I(NkekgU+OU69p)&hfrp z!3*ymy(jt&>`4=z;~O^CXUzDwF!5J=+spqcGfWoUFkBQQ_N;;a3QMnfLh`39w@ z%-cLa+r{kWZnXVZ|G#ZL&t!{Jz8!w~Jj}nM4=4ODZ)5zsp4a%%9h1*~e{)n7s_pST zmxi~HJpg*S8y6PU?TQkAK1=w1%WRAHzH`2-J=j>jzB{1)`!0?z+t+tH{GWZ@H8W*z zX4>8zXKS5Xw{oZN?c5x9?HBmSqD?zEvZpPH`tbEQvkLeAf;+P<-p#c?_?27vLhN3H zL+{qbNi@ED*BU65nKvs_@1EU;g@>Y=#E<#59EXlGhKVn~^L%;mj4auM+pnwj6$>BV z`Odk{CKIv|NCn)r?@ScowlI6+Q>XWXPT4Di%lQS zS=)ogQ8zm-xvwzsPI=)YgO9x1I*sohnfdMy=eo%!_s`RmuUb~~V&GN{R`f!b9=Jes@Z9) zy0ZBECna@75n|NgV4K=bb99j=xAUIqOk&*{5tH z%WKdKfnS-h`fl*Do`-32|D@-ybFH@jpc7fqw)yUnn|Vy%s-~9w+sYGSw!riA=@*rk z{%rfTdWodYWcO{e)3IDbZsi6sbQpkd%OGR%Ud_B;4|}FlWMel_sq+8 ze=`3`nsIW+=I?1U82`RCVE%QV&$#l)?#g4kcdWbNkobJrnU8v~EZ`k^C8VuC-Qy^@ zhBz?W^1<2p3^$fvJ#DbSdD0W3yREEioo&y~ydNeXQ)K$(RgM4GUsA_xnC{sy$L)EN z#N4_wNXlx%w1>YdjoJ5rCUsMfrmJ=GeE4y;dcl#ZHsO0`IP=+(R!1`>U);SSrmsT! z_~jQ{S>|1y6dxEC)qU!%!t|DHKV(w-UfPQmy*=rYF`=~Ni{ z#`~A>>7oA8#xH7~C*;1LwgJt4A3rcN`N14JnY2skhkbsP%<%kga;8Vb;=G82w`Sgg z2o>X+V0~E9+4F?;;%t?L&s-m#f?N+=%r&Qx>GXZ$DVOHl6ACO0{A^McnetO9+41UZ z)mw{h*?+5_dg0$zo;Sw(&YZYtqRe*AnC;ls`=F%al!Z8xWU*z)KVBi*GgEVsFgvXk;ns62c%7*42a{g{sYS0`)r>YaMW6MpV2++}Z|>zu(x+ao$y`t$If;Gm zHse$M9Y>5IHhcw@z>RvEW@1M*J%9a>RaDu%a)bz&nSG` zn!cfB?e(hdv2Dw5+-$^h3Z9S8}(4;D@ zk^aPCFy zA`x!qm$Wu7O4<6%>Gt%C*1FGwW=;E*Z?tG_O!9V_<*$w=#;Tnz+F78b%%*3|cC3Hn z!b3BbAr9tQUisr{QuQR3lZtO%FFRye@K9z)0bdNmYd2ZLS(mc|{w&H9IZ;{n$>`VV zKTqnXIquc@ebg}Szi86FJDVfjxMI?Lx&m@QZLsw>4}e!`ul46(_Y`@vy4h1H@>9~~ zw1*Nq3V32H*z`86-}X~Mx#5p*x89dGx799qpIftj>sO}5AwIpAreAD-x9Hv^wZ)U) zKif2W``h^YX{nxBT@{wG$q$T@9vCGj?0J{M+h>-d2+Um?}Wy4sJ=7BFZWTl1L_ zbl3r_-W;as9~P!gkh&kKR+BOFL;f^L!-AQH268N*H719@|AO{=+2&d6R~F7lm~>)& zaiGOkh~s3K#Sa`XSzaq;dpq~x8GVhg5g7C_7l zI|w?#?XWqs_&!PKs-d%c8}9!o`J}qNWLW`Mj0MO!;tO_prLD>{@6@YYv-sndUwVfF zO9TJS-*r6Bt@&3_y;s7i>CToDN_kE!mU}sEYRrWDb9)X>?~~Lln5k*-s{(Ym!}0^I z1$Q8a7RJ0zl0NdMWUY?atybp;hZGAQf(HBTt$%-2ozT-BJI$$VA#c@tuL%#8%(g}x z+51<2@%3VL*Ff*$t8XG|ZodoeT3a4F;jhjUJy~O=2S&;Xdzwp_k19=lXpJ-yzgqNi zOGEXsqOG98p~K*#cNvQI&YjNi^4>Y`h8g+KRqt^AIbE6Qav;_1z>j0);MEaZ!ENt( z4>@)mFuQ;Ch>2o?=VzT+nlg;yeGT012UsWMb##?%em3jmo%NqheofdL_Cr9}CAjlm`)<_uU%FGvY2&nmO#+|3PcL-4Zmjz_{88#xd*-$jqf1WL ze7>z^d^LIB9uK3vCXv5l&ig1c=ovE{lLd7}lPwt1VB;0j9cwlw&0^S~GNC)LjrqYL z#)5|oI~ej)PaeB`LVt4a{=SXh7sfvK%D??TbREmImCFCt8auis?O1pyqOEnmLJm9h zl%3q}T;tD|w_ekkzH-jLFu!{3<@-eo-<{nPB6$AZ8SfSQXHR$df4g#J-;eF*eu!&Z z<}TRqGym!AhRD~DxYkKtU3=QZKGtx39C-Ww<@={z<{$Mv;2E~{7nh}LxS0FKK>0;$ zW?oG)yiv^@&%HP9tCq6Q+oj)+-pskOT_$_oB3{#JMU@Y>^?liX?#uQn(BO;q^8K(` zjn6TK;U~>KQdBptxD;jiZ>`M#u)ccj2a)PCn_q8jyXEwH+UW+nt&jGsX=*y{s(n53 z{0$?aU8Wi*s(k92?#^wm`k1VJ^R$oV>P&s-7we@*iLqX*kTJ9geP!2_~?*{u8K z9$$(isyFN}`V$SY<;GR(bZN8ythOoA-77f@-to>n_^#eF?UhIUYoGc;*Nvb`FCSsX z^e@++?Vqf2rNIWYVJOuC?9wCq%MbhfDwyFZ&u9Gde%s86|F6ybA9lK4`}zK<3b*v- zpqo)X&5nvltNM}fZck-``Zc3D|HIDJYk!E0JXNKy*(LY+jrM7U^J_PTo}Ib4PyU*r zLjOHW$$pj3g=ozv!Q0;FaTt4Cnmc^nvrC zlodZF{2dtH^Lf1_Sxf4%rR z@$@4f-iGa0f3K=e>zcl`S?A2U={}%T^zSGyi?qfY#T})fls)`aT#cC4Gds}P zQEM+4EB{-&!S&js`yd1BKZ3^m(k=eYwZ1O8?CY5rh8t7%npxp==(zIZJuIl~tQ9OGYC&Ov4n#Ru-4C`bV!ucAs1+J@g zFSs{r3E#!X3;vmWQt{loCTmqn;>NaZC+ZvZPfvH69AD@wdj5v_)`=-|Q{&T`?M^YBHhmc@v`opfcO%cM$voa$r+z5Do3q1a_9Zul zJ829((YMV4ZsaWc_;-KrhlkKD&Zk%Dlr-xes!09}ZUHjgv0%(|h{<&OZBn(I{lTo$ zZ=Y}L+OeXQjW_AMQr_AVk0Qfd%vg`H@A5i%(L|Xk&zR}ht2dzCPZmshHOvO!1waw? zp4W^&vn2$-ehc2+#+WyUVf%-L=^NG^UYmZXecnMUVbB_-hTA<28}EGstx?*?yhE@9 zdT`wAXqgN1=KHn1ZcVoU=`{CixZTbo@x@&7^J$YE&IdI1pPF&e2x7Hl0jR!p2UUcS z!$=OU|1^`6@wE8Wb+e@05A-TOI3`$dSaz@F?kCk(4u_xB{Uo_YI&jLrOj%cP;c11{ zlC^90WgYEUu`~D3zx&(%M}7I=svoyTY@PPPt%8i(B^e(lYy)NHe8xN(M#x5xr`@UI zzMn6D-EhO?o&{5$45N8pgLDofpYDse=6SPfR*I+RI{q)7wXA$*X4Le?%!y3Nb2;yd z%dfh&{3Bb~-rjqvo=khizI;(l+jMnRufUG80upogfUIzSa7+;rdONNieYWT4ORt!i z;=8aZ^XQ)iGY)PNEI;h?vtWkif3q_^V6ExDc}2v|nef5tt)%Cc`tM%PQoXxJ0JJ_@ zlCM#^{Q$4R+gz@ms}1?V2{%$|W-}dT{%gi62VNNAv=}sPIfn^)+!*UT>-^Q-D(apm zo@HHS_Yhn5P-I6T*PS}g*#EPhDQEpL;>|055FeEM<%~z;ZJ)-81v#Kmz1t129W3qJ zHl5iMxZ{ETUvM)7Jl%hXwZ`0>ap~TDqBZe;7Kq`aBoeQOspi-|$;R;>&hTgBSV12^aobvA$DgduPn{PK>#nspvm* zqV<^#(1m*E3ODA=l8;-)y1RH;G1nbS)^~H5&dWcjOJn-`_Y4c~yEL^a|BKRIDYLvY zW;u3v1!z8pWBK1lunO+mc5R?P}tb8Oj5I8zNP_RIyh^9 z90Ex`-O({W&Fo`+SMTfuFCcg>vg7cv+pE7kT%RuRYSWkJslS)MJb(Lz{$=?sXFM8z z`+!!JG#=91YJG4IX#3+iemT3dho>JEeCw&iY<}w%ID3IiKR^FLe+u8)>uTI@)ebjm z-uP?6n>1zN;pZ~JeSD`~_x0E;2?@R=t)04ZZsEJ?+wYFQ;ZL2T@9WBa)&C%>fzL&DOMb)Nl!`D<pJRi*bv@x*}Ss;Z?Av&nOZ+^YY>z+D*iE;TfVyd!g5jd&3~DFf6acKmXX#q4tii0 zoUlfAS7TBl=&aza&??wSMPG;cXx~Sb)6AfQG(l-|p8bLROOgk6mA~YPvn-!}&f)uh z@AOU58XNviKWWs))Xb#od^ldfY}&$y&F%gi*}N88cx+-#+l%BC45$5!|8dBu_(lYq z-GTWbvES^E&W%1L8+qgMi`X8;mwTIiwXe*O3evyquzvXuP3FM5Jb4p+jX?R$mxHcp zit4t$U-!yA{ki*jpBW~PQ}%-jpRncypb3cc0bD$D!}GN}&Ioy0Z(MMLS%v#@01s%V zza!6^+O_u04pR(|@5y!AJ9*0T@AH2yK9aLdVxJH5-ecivYI}o>y2Q`q`mPW!H(h&l zUeY8^-PpZ(r}TQ3&GgnvxVRNm(3BV(@V*y_o6%O3@M4e2?t)pWhBIDE%WG_0wos;m zPv0k5uTpzsM(54{`y~#~Vmtl2Xj%I&>t*S`^o^QM_GkQBExCHu;`B!^W?EDqOGpTa zI1hH)WZ|O+Olq7eY|ovUa(hDyX!*-Ri3&b_o#xq%?~l#=@zSFCX#Qz z2|gaK*OI3iL5CzvVZQu<^Wm-?uB`L?p1pH*ayI<%|IqY#3ne7%82mHmyYXqRH9e!h z@Ll}jKVn{slRv$fVPkzP;6Y?!n6Js7*1yrm1Gsz+tCz_&Ej_SV3snStMzSebt2*v?fQHmicMjy+(I4C?5jt#D!aDNW8~6FE3`M?_WJGXZ#=56f~U;fWG26BweHdE z%U3R%e6EX<(FGmnapCNN;tE6KKn|b7>Mg&E(q?(HS??CFn5JXnED2gcz_vbN_h+BK zSB$?ppTAQ7*+<&;a@u(b4p0yt%G_T8+SkA5D`(3m_ z%Mb3|eitl$T;yka<&5PQk5Ab1epX3_FT?L`oL}EP*Qm&dd#!ouNZJfJGY`LRg{u!# zScSI7zMXe+UH`JiRa|V$pc5#P9$4-%;04Fg1N%yfO+cz2J>ILhH&t-l)x1i2% zW-c2~(TN#nN!GkQNOpx)ZJQ7&EWwPeGk&qqpjUit<;m;czyd{756{lL5c@D7aE!iRn> z)V(lU<&&t(Gtexg@f^nLa}Bm{_CD2od)efH=G)UR^n-8hUv^OGkhrDgtTeDwEOvo+ zcnjPp=74Txihq|hXXbaNaGy!wbx6($=M^`wKf6`rqj+`3o;ANGdf4~cJy~JB(CfPO zfxUOFnyaRJ7cM<q8%x%22V#S{Z97G`EUPg)J!^SxK$4E>?kT|< zTOV}Kot`Ks?hjDvjk}9oxZ(FGbF+TY1<)+xH>Ub+IuwS^UG9_dNpdUF2)BWj`o) zaGg#|a$ZzZoVIGzX@=`l3r}`)rucm}eB|{y_3N(9<}c22gf6q6bLyVk`lWB@hFSO< zMZ|kMLa&b9u`_g-4{?w(`d=G(bO+vf-5EOL2$ za~`X7U-(kCQJhK2W$i@SRr9pMBz73^{$cRk96fF4G0VLn=ftXxvT0`j{WIUX#JPBS zdj4j4#|`rx4bnQLwbo=?fC3EC0(t%F=(j&5M#uEoq`-cd*PPIw@ZD_w!M_K}fAWY4 z?>n8o!Q#XFPcsb`Juq0DkPq6H4mrbn!&e^e`8O(~u1ub%y6MPK^O^h;A}+J^H8Hy% zWHf*9OU2W@s4D8{L%++*FS6_25=b%2-u0Gi^V#Wd?|aXRpL|*RMarIyzrQ%F|2^4x z`pPvP$}<<}nZIfkWNVjXQ}(;-khpyLfkXq?II2zS)XZhF2iNMj%{q`+@W8;LKthJ$ zTHBSm?^N}Z=3FU!QZb8dlgfMh`u|#GCpco`-1MCzrrGa*ck|2Agqi=gU-aHIrTS{n zqkXL#cX5IaY)xEt&>{}B^Ks!+#f;Z;x7&ecB5LE`aPS!$e5+`B%m}(uftPO%8~cKT zHcu;Nu}#-J9)I}&{{zp5%aB_Mi6Vtp9eO7Utsz z8y`P7P*~70zt803;fZQ>7MG6HOJ};t$fPZj(&6K)@dx$pDjrJqHG>YNf7yMv>hopO z{&-MRd)`A6ivlT`32fI@Zm#_EQPuzI>TPS%|MhR)e7Y$1_}UL0Mbm!x?|U_6Ns;Z1 zc`ncFTN|d9?(N{sI&C-CFR$FpHG73hQ0EM8?GBjyw{Jpc<2{T`@wmK6V%?v*g2fbog}=_ zeY*6ab<#6@V%iQToKM`qF5$EA^xYfrE)M*c8{8fIe={x@6tFtm(Y*KA!HTC3xx^-) z6+V8@=U&Bg(9KpcWlJVM^%QMiaV|{nlA7@PhoF;U-kfe1=Kb_wbthZ5K)kO>M9rhK zooP=F#(hp$b9Hai(UihRAXSjtTs|kPdSCzeMe<=OIdg-VKX{&l&U)eB5%%rRBc`oe zpVXxbzBW0~9IX3@*>jn6<)#-Y{K@m{^!Mm4+WK%BUinflReitPz>B*usc`G(%l{Ht4mmO>%3SRdJC@0Go;MA4 zl~cPxXY*9g{^qxzL@WgOWH{LQT9_Gb>+Dv%x#*b2|Kt8?QX9Un+gfK>ypEwt4f}aAnI7Hkp1}6@K2PSMj^^fL2Y*y$yK=ua zvay_TQu>7O^oJG_?D^gMvV`Y*Z&@7-IV-|~kIy0d^80zqzL~05xBI-wlPbCMC~1GD z$+1l-zqbj!X?`uqx35xsx4Vodq-XfdX#?jw2AP=p%VpJyn^nJRyR5yOz}Y@+*7O8r>-{sT zT=y$CbF}ySe6a4cE-tg1^+p1pA*#N6|T1| z{k*TR#MF;#DeJjr=H~|+KR;lwsd(w#Tior#By?leruE0}>25lGZm&%I%g~0k=N%-w zB%D?mY3>x+Z29uH$+x&as$ZV^+;RQ)_-9%5l7o(y6aK7TpO7fYJ9+o(QpAgA;?|TiLKP?L6WEl2ulh|Z)Nu&Pd4Sj(vam_yu z2F|M!etlu}EME;?kwq^~_v)k=ew*yS!?`}{_p_K&y6qt;&##0`5PCt z7D}nrH|ETR+*$8EPvz~y>$7Ek_s?N-_iI*Oeo*jbw!Ws&Y>r24m78o5n}fSP&A*($ ze6DfcGRIyc$LRrH^~Q4N_@5k`$nJi&`D52{P?EgR{Wt^Unw>QX&ky>(lF$_H{H?as zMw$K4MCOMl8Vg(!q>H0sN*}Rk`ffVaTbp(B|2^LbucME*@+ZHK>G-SGqqWf2er|3p zTSM{o-@0zvbGH{O$ha%Wm-gDj5;CSd$6Dr!>f|^GTk@pAt{mGGI77#;i_N|L@(W%ca5{ZrV!>3imnUPv z!Bhw4Z_^ohZ|#@9&|_fXw3C&)S($ND{YK{3CVRqIUe`ST)HwIJiRaQlwS8NR3Z=k7 zI`MMCU*3NwCaGM0I4R}T1k>ZOwAOZ%v5~{>l5E z+-H8Ix;<`Tjpp-*XE>S{w;kNUur4F9w(W3&TE2pRP21swyOo}s3)~jQaaO{dS0p8) zXucyQl4;iK^fz;RZv5i8HT_oineQ@Z9!#=T5f^-SYKr2+qWz0jrUfUx$do!U>B^J( z)WFx~&vylH5_bm$M4uSwM2(q$SU;)EduTA@B>RcVnKHkxFP^-A_uX93SsU%3qe?h7 zOkHS|lUc7p0eR~>D9!Uou-EsWWL!0Jr;h%jLem;}3KK6!9vD}3o9gD0vUD*%1#I9vp zaQC%5%L5;-tnj<;`j*mJ7nkgRGyBa}$Vn#Wn!cJ(kT08H`}R`j-khCpMW<%m|LECs zRex!`isj67gULJMpNs5j)-`;7@)FD8!ms8xxAZT&FJJ%4NSU*57R%#n$*kR;JZC%& zCY#>_UyHe3vhcY1j4w8go;HU)3!bQ06bY@_&)6UM{+LYi70!8$Y(^7x|DL;Yzo)yY zbl<#Xj+q<3=sddO|KR86YU4{DO_SZ0&M@2n$y$Y#%r~ugC-YnXI2jm|DkNsFIenT1 zm!Ax)dS8>U+Apt&N6~#3JwuwyL+`JxJ$F*Sws~Hiw!GwW#@}%hcAdEOBzS)gpFUHK z)bAImQrxP`<*r<*l44#yky-t0LmY8I&7r5vHh^7t^9%SzwghkxYoosM&daFHuw*TSz%QxEd)?Y|<x<=O-9_lswlc{QLmtj(1OQwR{WD4nCCmCM%bT@6WqiCPfdH zSQ;cP7S&yIxd3z<45TuCr7qemob>Lb&0))eM=}KbZ7#M!ceBll@GtiCyCWBbPGa~<}t z()?n4=kKT7*QN>ja@Wr9I5Mv~?i~N|r4w1z&o&vZPIl#fZNhTB?&CG-{Jq6L51iBO z`_CpEFEeRBxUB*{xW*~0+VZN2*;SvWS;v-1&8}=^z7%{mbK@49O%K)-YOVXJ9VM~+ zB(fQcXUp^ls|oq~eY-t#^Mf;y1!+1)$^-tIT(33!Dn{_s8DP_IP*CRL5T!f*zgkN@QdCJ9dSB_j*2=}5!} zuL0Enn?Y^rwdH#9H!9a`u5?Rh6~9w^=RnFMlR4mvG8Wxhy_GZJ?bll@s?GY>)lOK| zmFG%<{ds!sngqkh*%q)$?#4m?tfiX5_YZr%Hh~?R@=N-J@vGh2>v(pDwi~{^J40W$ zyV!L9lRZT4 z=k}RtOAba}PKZej-!S6`&vJMl%%5RQ*?4_XaDJ(_eT;7o*7saOU!B9%XZUz>4q)gP$lK7f9huW`OUA^C+JVkEk7Rjf6aX}vyW0O2T#AZJr(({!f<;{mCd>ylN}jS zJ?)uc8#crRSENDhV77iAK2>^spjxePR{E?%nFS9`b`(g(G_YNs@Hp?ydFQ_Wd)TBu zEO?nIHHXdjg{d;1o)r6I%d4U~IljN0I^K$Z%ir7fI6)1RG$%9vullk{dwvBk^e%{k zLiwuR-&eBlERTEq?`*c4QjCel+j4KvP|&fzeIw3at~-sJOQp3%pnmeQQ!eJ$MX zhgy{%GQHdvKGEP-yz8NadP&aazq=+UbMz_ilg{e}3Tv#_KMR|cZ}9Qv9sWw@$si$+3m7W&ouwG|TvzP%6xhd= z$-uc^`cjX_jtrHaeDkm^8{!U6G?)yz$-VD%%K5eI`re0B7Cm&?QJ@rKA*eT>;r8y0 z^@lUhZJo_nWdf&2VdOH_Peny=k|(Er|2 z@Nd=RqgQXKP1jspd+O8HruC^auk5Ul_+57}v;W)gz!nAFwdWNUmThu6dgpM$$8(<- zq^TTo6;8B?*aymmel6UIyC9|F_Q+OS+g(9w>*sN?A8KWOc&M?Ua{7UNHP3{b{%rVW zQcx%Ld-DOw*ff?ytTR@z9%@Zz7oR74CMti=*K<#qt@%&qykF9=;rk5zYUatE=OM9k z_D9cop;dZ9%e*9Vf=?}MeD9sNfAPtsORt{PwavJHYf=jP-I!D7WPa93{g&9&a%QD} z`od==Qf${JvWK5-{#bCFORVg3h$Vm8T1WuSyT`W7UHlNsn^5TGAE2)KbhRz}qh=lW zSCq;0yL|dGt3wY~B^oqs6xC7FJ6zm6bI-?f;Ih=JCu0h zlHO^~NYoT6ytRg7!}Q#Och6U+x@uoadSrZKzt7Usm)7@8+sbe3Jpb6f{6EEImL(N4 z4plBomyImAsw0tqC+6ZIE8g^jQ`6ZYMSk%N-v7OeC+Bwbrfaz$oVxhIslWo)5bbQ= zzMtirHa>ZqC-ucBbKiWemtSLiHG9}^Ot;^-d;0t6g>fg(|9}5qM|eM@%pLQ{zuQ&{ zWXqnvy6|?7#f~hQ9^+eFVv~2aJqFba;IWp-DY+7B+{Kl}%yu-MJd$g{w@!vV+~dA& zw?bT8a-}Y3queq^{>FLN{^_td&6lh!xN0MD@H(j3VF3!sdsU$ROLg(5XVN|?ACJYq zhIS~Q+Cxf9I&)N`qtcT=qGyB|~kr+l0y^Jh}kMVrqRa>w?Go31t8 zet$dPvt1vTZ~XrEh1cYx=YNJdS^8?NSLR(ei*0fKx{SoRZI?kFg;an#lXo3FwZ#9+ zHx;L+7CVY$Vl4UAIb=KQpT2S5PCT-lOHaQ1@`CFTIZKaS@|Jt<*<^5|UFCBGf5tSO z+nY~*6x~q1_duPH{A=SW+{=%Lzw&5az3gDb)Fe==#l{{yhO_*kNkncAesC(Y;Hk+Drn^f;p60!&N7k~H|IIG+TD5i z15ct_{+`csPq$0f%#oQAtR{3hK?hW(TrN}7fr=k&Hr^;{pF9aS_3!e6b@!L!P`qvTDXJu=i7JAk_`Cm&& zl>fC!hF@PBpI3fpru1;x#DdKppuljO@m_p7v`0DpM3K>D4V4(-O>?AY_}pm&Uuf}L zfYZFWMb$>|u}bx$o7s7n_a9OH`dxH7KX3AaGwLxls&u6}jdkns_#6lQU!XH`g?Xi=6p7*NBk4zHYdljC%Dl<(>XkS2`#P7PD zmoJ%{Y?{tjIrGiVg^uUhUx!a!8uKK7vR}O2R^?KL4(yf7<`^j7Q6CwL?GB;}0eoUHtIp!7)e` zWYAnbImJKq(QntfYng~N_IMuaJpJVdS3h~;eNvcrV?3AH%2%AV@bhUZ-mJNA_I}IkAPf*W0+_~YM&9;-ecTO$2pJ3Ej4Zg=jTKy0&=le^V zb65ZUFne#}i#(|#TS9JLYY8ci653~3?PKSlw)}?Sf-O^8PfeTK#Qtq^Ywv?B ze09#BZfN;k9~hTB!60J6^?;w;DaJPgDxZI1EGjhPziZv6-7oyG>3QA``}!Gd`@T8N zjk~tFF1CBG`(d6Fr}L~&>8R}stF^nG=Y7ZSSI>33o0&LAoEF}`&}GIc_7keNcFntW=yXf2LN91O zh4oO>yb4~ih6%m79*)PP7HytraO<~H|E5!NcUgb>e{;~grEe%2zG%9IMcVY-HUl${ zjo+kOeto@L*!lI1u2bBj7si3Vdk!AFbtq@YLgv@TU#u*(KyxbZrd<8iv+VB0u#78e z!t)oJM4T3$fAIC~b!oGHJoFK^pP%_?|5=mFFSC~HJ@z3X*YKkhYs}i~7eo?4nhQSU zZG1m3q2lzDMe4amh0>>*x7rj+KiF;iEBEiE+n4TZ`Yw|?u+_0AhSP7>lZ^Z+#(%Hh z?>M&g$LtU0oGlCgPl-N%y#JEQ++IgCx_U&Xh{aRIiPo|jSSDbH;S{$F(Ea~+2_)hg;-WrFA z47=|aD=f_Q{9*S$^G)q?5uukS-|H^fGKc+8YRRlcbB{ep$Tggqp3!756{b{ zo}PT<(r7T1e?s>`*83K_ZoGM`eJkaWu?RgP57a1Kyi(y4uUgzct7oZ8&1QnqQq(*P-X-sM zT@&1I;S=NJ{H@OX+re@#W#3gU>Xsp|jW5(swy@a#WcHcejPEO}Z~famom1^(`W3bP zJ1-wS*{gHorO=)ovauHr{ot9r-(lNlp2?u@`t_4{wGDPF=&?MnDu?op!U9-K2o`t&NIw(@y|8-D0Qw`_W41+ zNrmebcyGizNp0BQW^&;{tjA+Fxi=>K#~$s{j);(ZW5J&W8UxL=;J-Haw0!v^6RvNk z;*SPN9k1N**ycu|+#7~{aclh&>UUZt{tsU*{O$j{S0;xNmM0o)+6d~|T=| zQR94i>yVuB?nL=($rjvYb6Bktb}N26U6}oL`rfTKAF85yN7qBVGwnB3M%HfsCUo$` zw-~kFrPEUSA1$i2-*?x4r>@=a)PvQp<{#VlyzkrZD|_<2yFS*;l62f~Sw}SZTKI+; zEXG@cSf-l)sd#N9!(zQ)&*UDCR3$~0W6b6z8|@A|Zg{M4!*SmGR0HOi??y8k|LHeN zzW9GPA??Wlzv2X&)8Of+SzF?>CO7xoii|H6nY8>4m)cf zvV1%Ed+83tX{|2<@KlS#(@ zFT2%)h4{M_qt<=i!dn-g@#M)bUY$al{rz#qLW%1;4eI(q^M4=CB>2yGcP#on$d-!U zy$?NSpO}{9lx3rSXr6H5`OXdO46lP;r58?@sA6@ku922Lac9Qt_s5xkxt@$*{F3;l zdS}n2syv?w{s#=+XTF(S^6K|0Nw4|y&Y9m;7WgK`p?o|7)R|^KG>;k5PJK7$?ysIz zGJB4AzMJ~o;YP8-8%u#}@eJuwzq@WLKiE4fQ)_Ofj^HsigUfT?&v#RKV=8pa=cK5P z+Hdu~mdMwT(W36zODbPo{MogwkI{lPH=I>wX zU6X%aI)BBr({_^X?C%Ehf=(~RiHOWTjv*{H+oMu?9G{-w0dioc*xJ?XFnbJ_q1Ov+G~2YK0{Sqo@$SWMaHTw&0pG4 z5z`f~eCs|98K7BxJy(BvVDom>*t{E^rILOv%<6|2Ir68fuH3rxeq7X9!zsHrK4(02 z_{MxT4gKkiO?Td>z6e#SjXPqT%4T!du5}_O``MO{>p`WZRFvh6ZP4!4yKdc}b-sI8 z4vD>IJ=emVeyGv-VS~?)tYwbBSI<0FZ*loY{p?IP6&VwuV?S$Ixuq`|{N(<<-3~Oa z#sB6`Wlia~UbRmPa&E;v@USRQk+Bfso6-CF)uiNlYmLSYXKyioUiu}RNhtFK^IKL~ z^oc1BE)g+@{^pZpBqtg@Ew1xLeUh1*2$dK##4a!od3*=-#4Ty73nV-b%Ik&4v zDwcCw-UhRoJ9xkgtQbnduXQU}?@)dA&RlppW6d3HmJ=;1-NC};8^XUPG=G>aHf!~J z*Cl5eS1#Z9-t?!{-PcQPqR%dG|92R?h@ip_G|*uz!_MBeGzVCJ0GI%A=S z3px$X&CrgD*#FSQqCn{kc>PQ&S5}E7XZ!wr(ldPivz4mZAjxAuNB zRq{{L`!z1r*HbROD8Fv@e)sQ)=?AMH9$}nzfBS5`nWt{~C*RNS%hLUxC9>|mQrRmb zW!}D7Y{^PDyTq=gR=C{HGk5 zIn3YWN!vfrN~^l1CSW}G+1sNNIoy3)3{7)fxnG;xcv=W8+g%9mNAgaV(Xq9XpBN3A z^)Z*>aOZ1LR(bO6Z&~-kZ83We%YM0guf>4c-y1k zbt;B0t5~_ao0X3rT=VtVQ_xbZNBoobPCj;UbJINdvCFBnO=ymY`Mm7eDjEH zM&PfLR@YOsbrcH^mn-lmzn}Xf#mDx2sM-q8&LWw>Uw8j4f0W9vGWo&E%RLSjSqd_` zAZNQDLYiwj=zpq5LwNpam9;iSN-~y$eRDY6&)m;7y&|{fTX*<}nfH2Y^|vd>d)w%i zbr^NFG%9>&))(4-^v18HTP+_wt@6LU9y~m$_|5_f{I02GM1u!bGTmTe`vcO^2~f2i^G;HKQHBLeVzST_6kSq z;5@Nw58ux3fujS9WtBvzxc-g*r zPvxERX3nX6tEw3xj16ojx5k~)PYJI+lRKB~x48YcIHpB!vOS(}-EhgHb@H-9923K~ z82BB2qOX^)5WPI{QzDzZ+T>oNi6_&F=EppWuqf1-V4sr!iR+Vo96dF~OhIe(g|m$H~&K<&Y# zhb|Z1#J@RU#j7uS&nc=z`w8UiXzBz2d z^_6@6n&>LrvzwpgW;Dk{((O68ouq!ab26kcFfT0Y%Hq|0`h9yFPaes%ko23w^IE@P zuTA6Mub)_W*G*Hu{D1f9%MgDWhi%zlcX%au^vCY-$_?-C((P13m`sa zIJE0haPjZJWw+i}Zt`Om-?vnxT5sO>P^P3Mf&9t)zg${p*Cl;rMyleL9c)rRZl!M! zDV{pjdS3nlP*@&YX2A#^s1AO3WTgSPhx%Q+d+qrZ7e(7cS;0lCU#sx)Lnqb#rG1Pk zoHH*;{c>+@A*ZhjPju1CrK?h&x88ijpDb6j_N?{CRz9{|UIqhy@Aamys~5Yz6}ph_ zrZvYz^q6r6c=1DsMWGg?q+R+z=V$NY*Q_(wo-fdvVvw8MdO9*!=;^ zeG}&&`8)1>DGe<|vujTi@r=P^9n}b&W zZQStAruC$xcdC$B@XnWQYS*$Y#Qo-Qt9zW@8#8yog(FX2u}t}1Rm#-!=iMulq=!p3 z8eFT01hv!73;WslLtDSoza6;#xx(i;c;*)5-Z=`r-;H?OQmQ4{oFzL}8%X@FH|LR? zSa8WhLO&S1Kz1Qw{BOpomirbJ`F;#{HVD5qp2MN;*Ao1kK0 z>@a!tOtv%Y)1(aQtCvZF=H@M;CFWT2oNGZ^D$zZA$uw=@pN!|0Nr5jk0qIY8`=llH z*_LZ*S5mrWzpYmP%xHDat~c{jNAu=mpv9-G+|rj*oN_?R7fof@LCY5(zY!C&{Uz}+ z9W>f>y+CG;CEvLjUw5D2kKUsYs_%VBsPNs6*=m2+Y&nvBvUS=aqm`W8-{yveemoad z`+D=NuhJ4h@5IA*)p6We9@W;ZaWUUbX^yGjF>j;rEgR~b7rYhE-}~{J^>qF>cV_>Y zm~SAs|6o!)s0QVAKQvSMArFh$^K0u*Y3{wVdj6dgyx;V`Ylo&VhkD8HsXfj6ZU1bA z$iKhltq|F>>P6<8z0*ZEgiCtV9!FZJ)a)U{#UJ zq`#}bO7^uFgDuICcvBkDe6&UXkd%k$KCbKqc}I39p7m(itaixa|60&|(R87-Pmmf! zNcTp#f7OR>OP8v{erwJbD9i!%86NoCtBKE9BfY6|Qhn48_HTJFg?suHp9RSLTO@zX zZl~(D`>QolS9(_L{dM_<{=%s@CY#i}4Luhko^V9ocGk_;ZUf z`yn5@4aJccl(rPTyFl&^2FjVo6cF> z6tUjZ{Lk=ZeADwwDTQ6#TQ;%J-*i%&Z{J_JUp<$MCR8a`rW}eiPSo+;u&A|EdY;;u zC%jKOZx^Vov7WAbKxJ9r5p$L^7xpdeES2VKHEus7De)$f=VOs{!yyy4Dv4@2X4~Gs znLI6a#zqf$E?hBs=(FH``~>x2-tUYs8KMofwXte;>h?VC&~P{g~4E{p!u!@`o`y3iM(u z#IN0NIKH(!+3)eKc0>E#?El5Hk~VzEOz877PI|a#W5LFV9ReGEi$CeS{Na`$$OR2D zmzHR)k=s)&p?e>k#ks`&TDc9PXEH{uH=7*8#aemy?hS8^H_bNZ>k7*ZEidpV&!2Xy z`@T-%OV2}-qk0qcPhSp72{?IF>T-ppz^^kNt=-EG9SwSTXr;mA{X6zF+I*DsYfb!c z`ibjyqnFc#Z~P5@7_y^4E5<@pk0G%+C)Dd*Xje>0UQ_GBgZW=83&r2Z6lWHF<9rjG zx5;E`MAqqh3EP)%EI&QTYky>1nqByx%%c;HoE|P(Xz=f5_=XJ&mVJ;(gf4P_@6aImwk00q1+5vKS@6(jM~i8?m+rSbJlU~(V|kpMr{|}br}jtEF3R2b z?wx=1bPfNe+QV0WWxf&rx%lcPmdGDfiWfgu>zwvz=~g=waXTN>tOG5sV6HT}SfI4V zdU|`JW3SOiTe}T@hdT=(3kB@d4?Q(jim_8Z^z?oQbY+Ekrgnr+n7UsJ_j$pzPv@-d z9r$kg8}u4YjK~jKysSVa#zII>hEv>O+s65)^A_%mi?0)7XBP6?*}i|%1&1Kp3+H-8dRsW^9Z?m3gvltZD$50hpVJoSOB$lPXk z_zAOhf90X?Q#?CPFS%Fy)MrPLT8yReI(dhCyA99pHOgF{b-C*^-~AZ-p1-MU{%-O8 z^Jun@VQQq)hb2XovMUR&hDekvf`c_=##UGl{&UK@K($ZBM^}ML=N-Jq4^2&e$aUkJ z);h-Dr*|xymGb2D4z^i)q_1BQ&_qA!e9~M2a_H}~ADXp)+=jRy2_*QN7U;5)6$LaUHXU#qf z&puHkTz#y$rBHW9)ph^N3TYc(Z(R}XKWWACr*^MB+E*_-{9-P+zsagH17wY~Uwi3u z)pKH+tP_f7-0_RBlwCK6FWj&FtN9OQ{w*hq6du0Hx4N&g!_n$Zy}m-0_rw!d(>^xt ze7{}&JGYri!>MJ5PF*gW@8rEwKCM7Ve0Q)}jJsKksr0e$7T}SVAMlZub^}j?aIxCC z+xZTkEO?r-qsVB@@qWJK?t9IDmmXfiFUyv{L|XRQ7uFEjjRjXDBwjCGpON^tb$Z_l zn?OjTsM~Vu$KJ)>g+Z(finL-ZMc2*Y3SV%@uKT!0M$i+(ohMVLiLU%GsruZtM=I|! zX7GJ6_~z~3nXzz(>enmryC1Vv$2&r|tW{m_8^bqj$QRObKLqP9 zZS;+ce0A}tk*DywIUM1BE!ygbt}c6;Ryo5c-Q?!WZ%b@mn?__WYT4pZpwxFkzhGlr z^UR|=|He(0%zF9aXch0h#OY1%L-k_c9sPBu(!f~h;i`!Sj~0NloJtJmmAl~S*`3!s z*Sgv6vRJJaV<`x+CfjxUL&LXs%^n)QJ#1ppn;Bonyz)ePq2;c#Ct9>co@@mrXz=Ee zyu&j=QwFEs>@u+36=CoSv@|@|LU`RA&hW`ItKXWv4c?w9zl-;peBJrnTOF;lj~$xv zYGYGt>=LQtkaBZ6{~MdFo_#GwoZa*HY|oM5Ht%bdK7NQ-VU0`Jrj{#G&hur}m#|5( zh-aUzjeZd`SB2Z$N9^3EH{O2xwWa25sFJD{S78uyFAEJj^uYhSUvA1FU*p6*Jr%Cp zuZ{OKxICT-t|1#@rk`A$XS*wDT@YvhH`PKYPlofg{s;GGR-M7WzFO(&i~7&L+grQ; z$4bwhT~m(kmQmAVt}$<$)csx2TVaY?d-2BqJ9KVNzmT;*Hp@b!U(fi{gJqQl=k9^h z)Wgn0y#mm+Yfsa&x8JTRIhhg(>NXq6u$%WaOFz21`M~F=#?P)<++;mk_da~$d>4<& z)2Cf%VL$JmJb!nz*LzF-y%&DI{JGqW>EW_QgGtSx82a!_5S$9i>l$Rlilv{M&p6@I zAAa)Q2JzSCG92c7Ez%cmy}s&cz9VKXgGKy0zX@8P2K=E1%MuOhPH~A%?f~yIfG$9p zDRMMO?bGVHF^?}>@Z`y`ne#PAZwYR1*>Ci4%ay3Ze_!3*Hi6UVds6sP@kxezekV$u z*mI@mr1$dOn>O6sZZ69qU*<%gkf?)6kIZZ$;e+hUtt_W4 z@Y!=V8MJ;f7aYXq3EQk*%~%s~Am{v|zUk)~il*_u2xa>6azcwms+E3|V|;^1OE6!6V=QsJu3YEt=sK)aMO+ zw~UcLQ0~}26PHTM-lJF41I2coa_0BcOik6u$W$qg$&dYy*_Df3x!AWR_($H; z%(ve5pMK8nxGJ13;uhbIu?q&uLc{?6s*9PYr%u)w-K?bEy2axOu-X@gLB= zdRk`c8Q%#1%Px=hEcJ@e(~JBRVZ?LySa06qg)ft4Y}jTn)ovm4YqKewm#_4CG&LaPJsr_z>Z4S5MTC*v1slSj>p$OS9qV~^-d4QM!g}6Pv2NEB4yfz^?QgiCl6b4?F=WNu43P;J)MRH!sjcxtp?KiRGC5z~G09Dnlu6M8{%wJ%wZ|M1H*BzT zUT84Ye1iICp4LMaKa6gdXg_&vGjG}cg`Hm|y;`^0e4P1h<@qiAwaaQ>7{86LIo2C; zL-$s?j%ZoS>wl~_+f00*>zmF^Q%k+rv{%hBI-a8{S}%ng@)ZbYiR$(Xlcn!2BJw)+K0$J@Gk=~ANi`%VucE zJo&i%U)F)?&vb7U&-kGo=6LAVE$2iVmhT(BExqz7+WX4Rr3tO4mT!E&Rc%#^-NJCo zK2yErTkTXsr0%liWpDPmQK)tXJQV1Er_DHVdFT4W;)?e(lwQA2+4eBtMxn+V3lY%T zGn)k>v*WWgY7ZwdCvG_}bk^)=TI~x)Rvwe$$nM3B6-cTs(Z^b1&UAUcFeze ze|P-3=d&hqSo^koTE~L+_YuqloC@D9eW>p+$dCm6!y76pXA)s>(8G2b!6fOu=pFFWd&bN ze`);>za}gGc4yw@C6?2FNx!*~9UdATAt9ZjE_*skccbs?g5dZIsG8ymG_ikQ;#++3|Ke zwKKAJ8kjwN`1!I)!-tm)aBxEvud@p6~gwcLzt;DnNQc;kk5d-OQo?>nfXBiFy` z?u8@2c#j|IOHTaDTQ#-+Rmw{aqsJ`4oIms4{Z(HRX5t{8XPV*}37e%Z*5-HyO(eN)lq*(zq@|sv(}u3*6GV#BD0-nJ0Ii zE>L=7Ay~$caQ@M`>8BkW6QwNd*VyvTnSbn`O@Z5T$%z{-hlpMl2;Z{7&v^x6Bxp~3 zW8Pf1`^M>ULZD`hi43Q8UyH0lBB#Z#P%+v4KV;Ot?@s0pcUraZ*sb@k`XZ{HCE7bK z%Hj0+?O32b+qF8J$xK5?`>9giwkuEm{JgDhAC$O$<%Z26H;T31Sc)R{ew!$oo;vcI zwfoJz14nlCK99LktoKInR+{|WKf9;YrOvQqX#KYC@4LJs=_zhAmT)!i+;LsVt9b9Z z(Ess|jp`;v-O(;NS@W?v?cJZ)Ci#sU+JAA0aaZ@X!dLU_@HC&F9Fn+xb7%VPyz?73 zJde0htg~kS!P0={Z{d!-x8hk%;~mtE9n&FKP_H#>S&sj*0tMe5hF_xp2ev014-#qB?4M&Zpf$1+s-m z8fdGjcfOeDD&$$6z5iKR?Arvd?2Q|q&pb45!fpL~uxesX%!hTpd#v96E0R9fYWw`q zyy8TD9U?`nwE~|CZg`amtvr-Pl87JDvZvpiw&$ZYtgluthP_C}XH_*U!JZO)tb0TP)dE}|(a&v1t%fY)A z)ZSPMUyEl*61gLKzjtqEU`|}Gd)Jv8=PuVVwM0IDefdP|-e-qqyxR#^33MXjZh^EBRYUWazYd~Dr%{p!|F zzAM~*Xr6Q8`Gp(u<*R&tUr63ib!6)CE%hH~7%)9t(70i{gGGS?q;!w&PyEz4SADYQ zUtTrYw>K-)3KV1@M=3BIvfDkac+%eqf21F;-@UQ?>hZAP4?-p$4cW2BZnUdTyVOEb!qj_(Ot=-qnd;b0i_FDeXN20Lcf{SSc=y(D?8}Avg0SLLfEbQ!aRre&AeFu+> z6&5_Oh^TM2Uzq-T+YSEcb}>Vjz0$wqPsL|x{7nfu-@I*m_6#-K=8HS8>7VVn_~zWa zWsav-?q7Rq?}d%|4{O#*&Mdg#Bf%}ZJ|Xd8oWhN7+`qTifjg6L?o8)gdU5f3-u}Dy z52QRYpTo(1u7!Eo$GC&G838HP_f`vZi|-I9u&utq|H9qqx2L!KQQgZzA8g-UHmRKc zu2qnWowxO4_nM5vzirN-Q9W>*Y3J-IL6_BxWFPN*51zz!et2MELBo-ly>2%b>m=0g zbzAuNsub(Y6YtjrDhu+>;!s`;p2JWFb;QA|??20=7xx;yoO9(DkNTlT;fDu0K`U-l zV)`HH{LN_jQyi49GUH5=c$HOJd|Aw7%Om^Vw5ip4$5+2fJ1=Znx@F!qyC=_r?wear zKW^pv!c1A1Zx-icHqhQmvpJlbVJq4nFR9sS_Hkw6mttm6J3vFmLWGYYvGPu#Ij`U2 zzUh}4M3-&6e3`G~h~EoyWl=t<*=*je%*zioHr&?N18p_fZs+jrXu!361J1o}6TV9K zwK5++)R_E`A;QAyeXU-k*@K1iO*Ygq-!R*KD@ND5Y}3qR+Aea}?4H$`#@Zi$aMW1+ zqrnoc<*L_TT;8-qNv~FpzdynvL#OB7o<*&tQee}-gS|R}4YoNe-NTm`^McJku(3d6 z{x6@O7t&9)+XeqSo9?C|VTyVLv1G zE^?>P;xAmEz4arEXXZ>$UH;?0U|!D6+tv$u{zjJkE|NJRX2*TuVD=-9_Qh?7e`w{h za#tHE7FnEm(tFza{~P8f4<@gzUhf;kVUd1+gZN{!iH9Gacv!$9q3yrre$%YE>s22q z9{qjf-sw*dvnJ_IF}C|)@NJ>|25lqDufhVN#^Upi?b|OjUEy}<^~?5~t!=X<-K}Iy zWsmuu05_my;dSD7-G)*r*Y>C3+2!{pUVeDuWx&mqT-+X~%X z(W!TCw|3Nx<7cz&T@Ix{HeB&tyywojI9lx@hxGsR-gdRO<~(?p6OHNH9!BONky;n>E2mSlRmxX z68p9{P-O#Xob7~g{zIMclb;0C?k(Cc7x%O9G4r3wlgsZN^2}o~ioTTZ$o5)w!sXw) z*=Op=UznS}lXcJCH<@ozjNe2_2Q^<*bn}unUF!O6L(@?ey{AuQW=7J>~bZZQ(K}Ht}yeS#nX~y2P}) z#(@22*G|7Q+k!jBRXsX>W>L)=y(=YgzBYXwW?3%X>dfIAW?1n0-${jTMEmxv>2dxB z168H`njiN1Kd+=)%+p zf2tFBox$I<%zo~%36*)7bEQNqn{R!BVP{B%X1m9aSCC1w#BX9A z{dqH0-fa5#f6tTP=?`*?x^}Z{z%9|4i82@+BAMTnP}n@3$@^ zac`@0+Ys*o1kLO>xa!ISg3VcFRLrMztiaC^;WTs{mbtw##L>+bXhvbTWV&`B_FYF-t`HI z;Y*Lq)R_!f_5S3I`o{JDest`=A}#;mytiHPtRtN{Ooy}#J^MB>ozSoT7%};A-kao8 z-ugct1lQl~>^^h&#{W2Ht=EAsOXFoG9a+AW-$>%)$rp23&Mr5fIL(CV=90#oO%7&- z3a6jwPk6iN2zWtL-89?fI$CPV_kVn-kNdRpaDmk9hPt>m!wV0zdJg{6KRlzQbJzP; z!^|ZcJs*4Nn1RYM3BP3F}M`<0e zZTg%y!H(HqFl%-D|K%q_E_SVP{kx|6SnEYsc z&(|GQS3fNzly);(KXTcud1ll7j3Y03lukZ2uOg!aG;L(#JpCkiU7^L6$g9?=g0naK z9bT9RzGq~0`+xNxb+2pB2&HbD_EGiT-5cMHzx++u^8V*vzWVe0xBtIy-SJ58+;`=F zlS4U+ijPXizFxj!>Hi7m(q~TmrRG~(Xuq+k^=^#1U#;-NZD2bTPRC^k{akfXS3>&! zj~}3bJznr?cEh7MJ?{w_)mwEEx3;ZLZj*`7{Ux3Hayvi;7?1y{RLD#uGSVG;slNTFAbDG`bu>wZI8Qn$cm?NQ~aK< z;JtAUes!OsqU!g!J3vbqzQdjRli$bG75uE!dVEUwQmJYRN3V6 zWly!S)!~oN54t>o_rr75`F6Q{*_YKBzU94LKS|)yY=&=774i=xf0-tDO^r8ua_iR4 z!%=GWg_X>ek91|OX+1;O8_<1i(Ty{KInQ=(Tm$p*=0}OY9zT9!#R(}mOy(SY^)X&u zvEgs35Yw%ARmFzCyFEE7T{cE8j<9Lmw5au~L|>AzJ0u0`oZfl&uts;}MoY6lpi;*` z=IAs2K%HChM>T#ri*bK@e?+75$%e?{2$iYY5fOZ|E!*L#wX*2>@=Y3(y?@*Qr`F8{ ze6txRi^(sVuA6hdG(K%3mq~|FsEBygx4ml;gqN{>%bWO8`>SkDdRavCv&=Wn8Grk} zOxm2YBHO0ce1<#6Y}1yrVu#ZB5@-Hl{d6SRq9yecW6_Me2bb%d`S=MEFkdD35{(_M zZti&a)Zo@Uc3b}B^Ud>?Z%lXO|8?d>;^t=?It0Osfh=`ETfyuOTdtXuI^A$)>XqZ+ zdk#E3#{T2;B>%Z>#Symu;%-_@yOI6u*$scL=;e$7ulBa2>7APOBx;7td&b{&`3)u~ zkN&)I|BufeHvOQ_u4y(m{gz&PzuT^K=ENguzDXZh4|ahT1HQ|BwsSi;3U#Vgxvx!e zJ=|q!ZU+uVLzyGb{wzHHgx^-J{*~d+`!;Fd;J@RwCc%(1wIY}08uTDFdG%Dz&3@iEn#lIE9WtiG}8M}CFR&kMoIa_zu)+EbTQQb3-^;p{Lpoe@gSk9b#-@IY z06agh?BRy33^scYDP+{QIv)5Z)ZFmbT4G7hl&u-3qI6Pq=WG)5iv(}OzW3|EwY^Rg zO2wxNzup+|yqEvsbJh8~xR0-44GKDc?`p%{o4cjnyn7SNdn0!5YE5NV-C2ts{k^0e z7194-YC5!~*q~!LYw3z#kD2Fj?)V7KTr!2l|UE*H#+VptxhcFwtZ^^wXq|BVXe zr1s3VhH)QcNlJc89C?JHRmo=*zy&xm~&em|{$s_46A zt=@LiBK`_(J`#CCMDCk#mY1UEn>)tuvX87f<9~Uf8*R@XJNe#`6^<6S>>-^Yjl_dL1WeztIx+&}3C-Z%P;(s!84 zIBzI)f8#w6<}MR$+IQ5sLpvhk*SRP9Z|+-gXYVck$xvD4+4Qf%yzzYwsC{xKTI={m z(W2n5;UC;W)yQ1-{l?&I-+L5&AewWxaMT_2>c!O7h{E6;wPI(g#>JLRWQx7M5zGgpqhXioreS7_uQtx+YvUI{4$)^k$kxAo=yQ>U*@JQ;R2Wp(PNsm76N^^G=>Gb|=U@_P3Ux zU&q@2f1c!D+h%-omi?ERe-@s9a=upW|LpTUA=|RFy7NI>zwHjc=G_46DE~ehbuBYQ zF2`f?YNIKgzR9cSoDMseib!PNJ3>~wt*Tg-?#lgp&(Ei^;QiP6wGDUPYtQx(TI^Xb zo+W&9%E>2{#VevLLsCD@JTQCn&3Z#WHazYUI~EIC)LtqMUewOF zS-bn|i!-b}=63()Pp^5V+nXE;?~*OIHM+cPX6EKITME-|Sr|i8W8>V@edo{dojP*d zWanp(nKy1OEX=xPVT$a?cR3a8Q)=(YlpFozesXgC?8koKL9V^dw!5}H_<2owhL4>2 z^SQmB&$0dalx67fd-YLnf`dqX2#t%)u-9Y((`X_*u8msPD1(DX={5`HXn2ioR(tdXC$pY z6Be*b+TbxUQB%;Q-?KV3n1kd~-@u9pBJo2&Nrp1LT_aE$fBXA>rnyl0B)tj6X{^#9X zXm;t$vdpy2CYuEp{Sdd_V0YMi`6kG)x7l~Cn&!^)lJRz+K_g?C3^P8H+wBgUYdK7A zKX=&tSNcMZ@`W6!jHI~-L4&V{FZ+P2D?RxeJM)DXtn@jOR8;Qp*kN-a#A=5-3#JDA zxuh?6@Yl=o?7Lp8OJ6oRXYsv{sg?L0kY%qYSX;KyY|pe$nQvTIa8*?jL$`yebF!O4>pf?8}2`0TsMPl zdF3(v{ziTa-zjeMC0Ax$4iS|tX6^1gU$E*H$K<<^^AhCFoPL^b@Nu6XSG9RxsPyqw zy~$VGZUoDyow$5{)68!_`d;O|iM{{pN9xMJ8uwdK%Nc#5R2^2j&RH<_`CT01yD$qefYM{G*@WP_5x9# z3+ewR``5UgK9>GKI_8*hM!o3y1%IVK@|aZ`&ztzQutd7mQv2Ko?FgScZE$>(+s0dKblM$Mb;b{IdsQS$%s_gSyM{&uyurd$bv>v?No_jbknZ3j2pIwbR{o$t-%WfId) zfwuEyZ$0Yr;q}v-kC%yjv;X;}Fqq5xDXcBE5!$E_r(YnPQ4|3A5$fA%FWiGR}G2h+pd7XJMj^x@;wz|zdc zn@!&8u!S_WmWov^n+Mw4p1yEF(CM9L%NloitlZn*$Oo#Q?s=L3Vg zb5#l!+;wGgFI8?W=`Q2&R+RPqu;i2YiL!4ApUypHej<=_Z2q>485b%ZAO2r?GX38J zi>8v(>6_Va#h;Z+sJE zR*Fx0J-z0-$|U>w32q-=nCvbVv$5inlTBp)tPC&EWcK-jij_}{PJU_ZKX0~t0@!uGc-p5| z{mK8~^W#GLq2qSK|IVhnvAi--KGJ+cJL1Ooq(0>UHPDzW=&Y0M9ZO|S9l751`Z}-A zn{C$%*!WslwsXL7MGaWn z{qbix#buWTE=P8}%=o2Vk}%)g_KY8RhmGC2x_gUVXWHhRGmuT6(P!+#zH`oWY0(Y) z@2qgJy>z;lOQmk#=0Hiw6_?G?w-JK&{YH_sciZ(32Y9NJ*C;$~mK zS7fpJwQ4|(|3AKq*Yw@0^*1_v)=d35{d|S-&BHgA@AAml)S`OznGjRg@{RE^6ZXaC z#{CoZE8ckLM8Mp%6&5Q*b<`$v+p_Zijjn&lGxa3Qvyz2%l{oR zT$L^V%lr3*_*?D&F8wDs*xq52f3Geb2<~J5+G44Oh_zeF z557nhJh~dL9d%>*Sw?kOlPh>rYudxd(|g*h@)D9(P5Q4s-!9M30^T%{|9(PkZ`$OD z?bWW_zjs*9{?eicJs-9G=*^&-TPn+JJeObGd*k`pmrI_POgafGAu9W0E@rRmsP7Zi zee+pu=JfbIU)erAd46{1qDk4aa(KVInC4l>Dh(PktGzWx>($5jX7(-nnfMdxIpq%g zll}0(UF)Uk)FbynM?^)xxat`-?+o7@FQcCfmOmorEMMoh>8s%jXop_qrSH6@N5W1n z7w~rCDBAuk>4x?$J=N(6ai?v1_P$|>I4i4A|JUxn+hKR?L2cpk<3@ix zO!qFEbuY;Ge6TUNqZ4m&HRTiIru@lIbW;m?5^yPj}4dc#Z3m_OaJ5%mufCWHGgf1g}S%nkf>B;Ml27nz(YKC{}NXW~C_{nD=2 zl>fy&Z)*MJc()BNO>cY=%c+_t^UCrDv_ZjG)HQi}%CE$Eu`R2aZ#FZ>*JApYIo|L@V)M?x>F9!mN^%?G zE*`SU1D)O~Zw~Id+_pM%-(pv4(Ti?yKgss(ft5)=3@U}+uHUBi@bHtfA1XhkNvuq{ z5F)gGLe#}WRowO#=RnKlWv^@Po|RvqBUkqhtz07ae}2Fu8;SYZe%(GH zW~?%AriVnm4fkug@yp1zQ2fl%m?)0FpKiq6Vd*cn@2&0m#Ch*%SoPX<6=nXOyvnzD z3f|pXboRi-vua9GK2n#+u0?&x((^0?BY?MUG*n_N6-H&sRp8-Po@6Zzw=Co zd-JiyKeRGfxuu&}`rM(-BZcQJt?&1Jd^~yY)v4feZx>JdVvt^+A6HThgg>83J+y!4 z8IOo&wKWHYt{pHop9wjNuLYFVFQ!P1I7O8l1TTzJ9r!YRSb2OTB_E~ntb99!J?Nt)c}nU>FX&K#7+Qo0ZQRGZ8{ zL3PG<>!8#?b@hqhLDZLrpVdr;XPw0U0;3Fz&iDLbTQ=~|z9;MQ6ufg>X4Y}5h4&K@ zGp_X3@18%s=GO+xIVtd-zzyX{o>@AN+A3JPPuiU8p9|i6A7kfm?wQY9^SYWtk5$a= zKqL0Qwpd0YblrmJdRN8Tee&`$R=tJwzrpg1MQ1J+rTqPvH|fAJHqeOFd^7fLpMAwY z4?caqlE>e=FTpTtgM>~*kBpAdPwo`!iI5$w9otfjdh!ltMM8QH-?k_tboKaGvor@b zJF=*P3!uxQuu{urx2CL}U4rXONcmcOONIxYi0$4^eCc}j%Z4{cy2QR^7B4#vJ=yPx z3HPNh$E(+@s)o$a_|G=BMT)3LJ606R%+rp(c*rid@3GSPuoQ4*{~+D?XU4@3pP(ak zwKwJ*Gejy=m$>p?TEv<;ak-Wo-zDhbybW`vofP!^`%%un;U2id`10~IgAUxmG;!x3oQVrVj15(ti^ zKq*)?@%(n~*N<|-GxKUd!xdjLi>DlerScD3E_Ym-Rm*yKW664Up8 z+-&^LJg=t2UjOHtK=pGMXTZi)1di9Ufe`noq-Ei^mo+p>x&vHt^+Z>DKIHNAH z@IIa`s{3Z~GZx*#rejg>_k2D0G=D*_bCJe8Yz8 zSt{qw3q4O?^Yz@*=F|6o+?3Rwc@O5U4?XZS5ZM1gC$pl>vl8sChmnsy^nfdax2JPd zx1ao*ne)b8|K}Ia;sSVp{aE5&FwMlmTWpRh)B1l&?B76=ppB^oKc($&2V9YszYCh! zyfSANB6+@=I7`*{?1pt$yTrZ)7H1uM!u#ap;%8TSPJ$dZc}YGvh`$6Dryy)u;hr+h z#OSaW3)o?s&kHriLFPUF$H$lNRyHr1m-r)uN4~-KkB(5s-)5!AoTSjuhJFXPl8BO;s)thZGUGV*x_JZWhbE!wB*X1l1%UVMc+KLeXij9LtiJ)`jPVO%=CiSqM|Qvy>DN;G~F-tNTa2Z`sC7=HdD{0 zYF)10WM;YO-?E&xTU$QgWdD5f%}o8o<@)MBA7$^CH=F(}2x|27bKW;&rWw_G_WSm) z012nd*L(vh{(GbOU)7!N_3!F#%$emaS(wmw=48rTEB(~s$WvcLgUxIg&70*d`BCxC z3=p+c{`Sk+TKj&yde?q-<<2RB?9Wcj@wvA0bCB6-=}*^|<~*}L+fn}T*!6t9)FW~B zWq&`vIuyS5^0TAj_4YY_XP5R^7`Q)6+2l8O`lg*asl~CU()3b~>@G;o(n~!u@260l zbp7&WSl#_M_n2>AMosXsr9D3$u-nhH{k&AZI_A~<_)Ays^3M(~)>P&@GtqM9n&9V4 zbM(A##!TNd)B7gR)~s~98UAVdcPb+LFMUnltp9H_7S%KNP5-6lZZhv`%&8Y|nt!Hz zJM?w08*BL92S=~h+2`oNU9AUkbyfJ&W$stJi#2B}rpcaB-<-a$<+_{3Vu-T?pus(@ ztWu*mRpYYw%o|TSep$Y?m?9|u=K)CZm*oE5>D~)h@0Q=TtSshK2Xk?XpW5pym72w= znwPh~yZNP~Dr?`$o^y6T-b}v9eck?rhJD%k^&a1$NhJho!SZv#Gqr~f{T%k}RM@juVb69dG`@N>J-H(I*Y3FNR9-k+*e};Q_Ia+c8 zDG#4+bo~1i%Z^Cv`L!QzLc%(H{hwdhL+;=68=#=}OYIAmoLl?p=DeRm@7j;~Z+&qX z>}+j_vvq>?E48D+0k^F{J9@`dL^N){S3Y&!ySf{*svg4f@A7leH-okr?Uk*YtSlA$ zIX3kOyZsMHCYyY0p?Lh=zZ)z~w?j(?tI~U?rfr(4TdEzsAiOr=-q(+>SMHoDSpCe~ zzHIsaV;?Y`eKTm8(cjuDzWpnfKf8TO%rEr_*prv;N!cG<(!C$KB!Rl5cJ+6#>acAE z+RAn__ZIx!{Hp2tvFO_ux8CQU?OhD@u>#h(|q0zlFKe! zkE!_x$z?F*!BFMy_to4@{)M024oZKYPrhlD_J1|!`7v+R3)qam8MJ*<>w7Kbd#%zS zo4=iz9(QZ@K9z6X`u{*>Pc*#j$xrpZdFo5uDX`ObpAy@*x(8AUe%4)Bon%EZ;drH|A7_J(u~kXF+are5NhEzGuqX zRL$sDLEDNnmG8}jromqG)To`4*WNkVVb68lSr}AC@y#vYwDnC&_T7_V`;M<@C$AYzUR$abZ8=%+J=hg9_5W`E+Pie;q_r_1 zbIqqc^KzTxb8YEouWi$&`rO}DbXob;(w}Wck3eP4ndxym_az_g{+|KLVF%HAv3|FX7;$NvU-(;S*&ca_{bac$GYm(~)wRW5r?%#9v7@7M^UyzRGL{_a!< zO(n{Ztg|Ngd2f!c^vr*!4li@R5?rhty>p`A{4=0p{;O+Yd=0oLxpM+q0A8w8jy~^b5WARN>xo@8OJ_%Bo>6ORb-{kb|^?niS@K&F`3v<2K zmAQd6#Jr6u+G_mo;Jfx-upp#TurB|3&Q-apzNIRC&qSWe>&MrZA9HAXGgJTJv2!zy z*KOEoe9yHFQUjO2`#kq|(Q~c-lY(E*%{cx6oDKFCJpOs-^EnBKQYV;FxleQ3i=J!s zfs|HoN1p6me_P`C1l!N5F|Gl7KK)KCPTy0{V+pSC-q}2}?tgkNRBE#FtGORp|4f9W zr9-`Q4SW736sPa0hAVt(?f>*#sDyTZ#-IO^^_PXtgDQgapf|UGuS?=0Y+cm4JBihY-6yG1} zox8IgR4ne;X#9OcUv$!^65hn@R{%czQY`MVqU>n`Q zbt-;$%9^a4`!fMlwjK@tm$Xmbto)fAv`#NSR~-@l&0z1utjWr+_S=_NOqQ5eYXAzR zN8Z(j_xWdA7o++pA{-nb>?a}Zobxpwr|zHezWppHz@RAv5tiTEr{1|SvswaNc2)-<*uQ4Tfch7zjGfz5&8LVV#&9I>GNy0J>RVVaM$Du z%@|>%UmX$ueZ#zJiH~}BD(pZSwx#cDkp`uKo$X)IoO0G-Wne#x$tUzq>W`4WhDc=rVUb8>D;H2Q! zDJul2-r^{TNG3)V- z1BE#cETGA8`MJk80*-B5*q6*KvV#B2Zo4{L)8mFo`ZiXz6VHPkRGag_&a6Nl;-EFb z&ueoue$Uu<{sgGJ|NJ+J`Mcqx$v3(A=l(PLz7$jiC`nsP1XNuP3A_Fitw zOTn*KYEIucu)Rlc{+YOn7hiZ2^eh*BT=UG!tUy(I2ejC~w(_%=*_5d{E3|JOn3~fN zwDmKz(VLl3%lJIN4bmuF2rV4^=C*HI$dl?Udy0)OmAT#MQM3G?ly8SVuh7q}JSo__ z^5?ycjlnk$tb{9HzGaVanv*iN)&#ugQ5CY2055Ma_=-r=FsJj@_zKVi}P4>-z zYnv9XOJ%;ksWD$37Wl!}e=)^<*;17Sk;sO(Y1XGYN1krmHH|msG$_Svo|P@RQC#lc zv!(N9WlP5X0W}P-L#tV%uQRT1+PEh5m!I-%xj1uWg(2aR-!)w((BBu-oAR|S z(uD{7)*PMenfq3Qinrj;wJG3SaVD-pN}9LkNfb0-w!(c1Fvv*t);d@>^VObdy{WpFzt`UeHJ8_=DqlAON9y8#5%0ihSXX-IwBDH0(7bV_ zQdjzPl-aedIZvY8_Hdgodlm&s@#eMZ%fU$oByNW0@|zLYHwkuKWv^|h%G$Ra)Yd!n z_rea-#3xa1AfNi3MRR&`>}fX*FZmhe&zyG{nqJ@3^!(MU7vTt%6eZ~BFU4Oj)*{wY{ zxcjeaXT=t|BxixVziA?JtR_dEKDGaXOXum^zUd(Imii?+Dtpo>*8!RYOUumvS z4F;?C1*L*#&O7GKy1~6WjCuZ!X&0~F<&O^bM-Io?r=rZRZq0cF3digB8$n56M`iJc zBU^j)zzt?(X9P!{UbbtRZ%zJ9mV=q;;Lei%oj=<^njzT&IZRfrN&R&M-1}LVDh!Rz z{NDND{xPRtJbDl6*dqtX)U7$IvTq*Q+EXE(=K~H7{`_9~avyw(zfS{o99Qm~CRqLO z;o6VRXFAanxm9W0>1CUy`IhR=-Z2d_E|Rq_m38;_WB%K^l$TXyb!2`&{Ok(0@Tf-0 zL3#gDR$C;kUEVgM4Adh;^JQ@CX|;XZL4g1n?Py(o(R5#f{+~6tm9I-ZV*MF3*pVH1 z@Lg_R4g0=NR|;O=M9rUbu5a48CN((rblN)5@Wo%&IX_aq9dce@ZWdp3B*NF$*$33S zpSKe^7^iRbx%~)KFc#}7+qFms7wc-@*lQ|PQRwn_%{;|r;Bg7$46T=aGv@lHneTN$ zy_AQ?uEd!vtLJ<733ln|b6ns&BSclOR{X9c#D+5LX78I(nP*L_@5_GisA zusLW!3Gr&qvnV%M#IBqe(4{POK5Jd7@%2qJk+Vi|s%B|)@GpHz) zleS;4*B1fGqG!SGfefmpW=+3t6n<^f&ULAM*)y9LAgY)v)e8Eyi)P&_)GdxVEraa% zn8?#Hu^=IKL{J9bpJipg=pWO&9n&m9Mj=%L>(->M0}FlBi}|104GPJ_(T~lXj&D7K z)$A|N8zANMnU8xx9e#1SU2YP(pymKn1ESz9PSq_gg}ToQ8j8NX_upyst%&EjgVl71 z%OAz=__zjAP{-Z3dI2fcarjeYHMA*k-6%=lrf;qO17rWQ*qn0t0i<5fhYTKOM;`oq z=|^>GrHifUbtABE5!Kh3sawxn-Fn6`@R!1!im+nc#o!cB-g}$lv@$4;a0KFe-C}_) zWzRtU=c>%b`<@(Db-z;HV+9J{nU7&r^|H86QQM|~%+GlUE=pmQ>C_#1mW%4b^kYto ztxM%bj?!tHroD{)3=a11({wNF=6eQe#yCIb2Itne9n*BddLU`0^wpkex~aO+ucEdU z=z<0}f{S&Pza4VchNX5art6mKM(>!Wi^`s!_)i;XHx_%B?6wQ-bxZ7gU`(x`is;6(9y7>mz z(^t#i|5^Y2|BI)#hOZ6&9NcSPzUyhO%(bO;mx_IqLBsQZRZb?~iaNGsYhR}Jag#@} zJN~iF1s5b2Jf1wg${QU2KkUFM$K0n2wmE(N_0szPFV9D-{3k7ay*%?(yPy45`%lem z;BkBZNj8VqrnW`D=Gp$qH(NX10@_F}el5QJY5(_S{!PD6-v2_xDTd+4EIi zNB@7#{jK+_Iw!l$Bhb*l|0J6SYf}$gzCY{UmyTbPTbS>iV(bUG#rgg(70q?;{$@t+ z_xX8BF#l=CcBk~;FRgFSS2?|tTR*=3-=FjO^Y{Jz z^K^dwufO{7`|5uGdigwm|Np!C^Xq>8`KoXK|NV3Ozjc4#_SpYBKYjiGkGGfp{rR6E zz?+#xgn@y9gJJtz^{}aH7n{yuW?+btVqoB9U|^`o(JwBk%tkXT(_@3pZEB6 zckYWFV%lBr#U!}XPi6$FzjNyNbm{Y}pG?Lf^^aBcmZ&}!b#@9{eP{J)uEkrz6x{Y6 z_^#Zq7_?(@;l&NoYFX*$W;?0mT`;qJ_RZG!j$_F?t7CVkEVn2O|5Rm>{N|yKul$^& zs>#z!-&)=Cd-Fjx%t^I~`$eSUNPI4M@yOm)9E+r;D7w8kwS{e0 z>N(BzGK$QKE7^9ftTU2j+qP;^imhSLhf^1%CpoW3yY_bV9_83vpS5bPejk5py;QdU zzsRvZbi@9vJr~(O$vG{`f2FB3CC}b!fBs z`n_jk?2m=@U)juRCs$fL4((cPChS~(*F-XS4rl9nk9`+d4|<FzrVJ;YF*|xrWfnn&d2>tJs$Qgj^T3od`7$e{?hXWUQ*lUD``yF zrl6kLr@1${uRi^)5ATxCsn>3vtlio#o*U@5URTO|+aiu#?|MG3yMOVv%=9M{yI;HY zt+?>jo>%>JhroVrcqwfroQO& zAD0rjua~c0l$_gfZgE`bd4Cu6Evw`dR^{J(U05HI*bw%=p0oMyqfdqHO1~qY#d6wI zUwS=9eY@Y}+|`TkH41;9{!7cn+AfWEVUx&ize$%?Iv96t-+L-f^IU-Q(b{aEJH9`c z+o`hWu8%gAx}6>TZ{fM?-|j}qFISyu8{nTCx{s&yURONZTA*vXRfMO5O3&u%F1Keci5oozz4tOyHkA* zO1Mq@#VpgrCCc_BD5u?RpE_gJrDs#`Fr@D^&pn{{eTjy}lX)k!g$0~jJChX{9rRim z)mhJIs4_hWTFJKHP{3K^6#_M9s(lK1W`#^*x+(1%ut4c6^E2+6jzb20jFXL+j1CEy ztYqJIoaI!2lS8n?tllp->z=LsZkhl2{*sgNsM&bC`|GX)3=9lnObiU%3=9nMMX5Q( z`g$O8?j-L#CPN;F^+KufJ}Zwf8Lqjp!MTHbN9Xg!GmlJ6KJw*T?~MZr8G_#b=grey z&u_AzOs4qu(wt)kM`CVmZ`Uc?n09Z7rx#Q(0TS*^@Q%>yldNi zivM_i;hOk*SMiqAaxRgtj6c>Lo~7*N9Cfp>!Pxu%**oXCuFRUde$AUd%S}HlJM;Og z!h}Wct_3<@CNA;mE}OF6Zr#m$?`5S(+ zqIy*4$^MCcj0_BsObiVCkn*ZLzbHE?KR+8(V)X{b`X6!-_@jMxZ#K7-5a(0ZMH3`U zlOFuMb^8+U_ltLOH9x$*yG_h+-;WY=l=$F4X}Ubc5z;;Z05q0q|~e3hJT zZPDS4scQ@Fc_h6k->A)XCh_5?TMbJq=BP}*(LAl?T$|8pg{tlUD_T!Ahb&}KSX`~G ze6j0ij>ormi!1E1^QBwV{&48_@JSdr_m+6MmS0y;Y8K<2=eSf!Fi<0QbBWyfbCa&T zzGJ;M*zi>=Z^fZM{Co45YftHvoGI)M+o>jMzF1ItUftnk&e0(upI*2B{@5DL^v)~E zXs7oKm6^3$RF@`QI>c1FATK~X_*o14gPFFgPTDS1`@rq_;Z1Dp!n>uJJ9>Yt>RY$_ zVb2 zr5=AH$FRg&M%4A%LlL#!uZtfk)N=d1bll33DRcjzyyT`6eLjJ@eE$`1EqiHdx3;d| z;v>I7%^LX?&MBH&Potm29Lo7-b}(v^#)PFBuVa2~@>|kyT1ZfzEwg{~%gOasOYPfZ z@4OA)X?os$$6Cb)UtT}rM)l&iQ#Isd**wA(aKG#j&6? zws!J)zrzMR$Ksd1D$O#sC~$bK*Q5RB0C&rg*u~H0C*_yq_ut;+wO}LfRPV*dzI`wL zqq=%~GRqmOblb2>XA${UhpP>fBicCTDVKWq3H@I-wxXErZ4+?XD^v*)6eYUkre55DqyeRS2>S#;vyF_)MEr+J;5 zI~2cYKMeU%)i9-}Ek|2;ugCGsMVpykW-y*UEtS5Dr!-gO#e#2r-d;VNOOCNM%+Ynf zcvRHnZ7|SOuDQ|D8x7;h_{S{{6 z|3i66*$0-R8_vjoE}yUdH(IKaf8pQv)z{W9oqWunx8tGhdV9tIZ$>5&21M(E-O)Fx zk%56>BLf4200ROvFoM`A`N;uA`31%Li3J6qfJN8MDWQ5+hLM4Rhlznf5TpT$8yMF! zFfhP%C+8QXV$<$x-=K4wm4Tr_3KEr2-3$$kzZk&{osx{y+*ExqX^72$f(eJ`yyIqK zxXmocAOX|Oz`(Grk&Odv04U)XXQZZ<6zhX2tfrv1uwVu?Flvb~p|-cs0|32LM`-;h z&V*dXqiaMjB@r5LNr3GHxg1tzqH9La=LpTAQee$Eay_~^=vfJ2j+HbMwu}|v&B_K+ T#L2+PV8_J3&?dvgz`y_iECnn% diff --git a/Algorithms/Expectimax/Expectimax.py b/Algorithms/Expectimax/Expectimax.py index de91259..326d103 100644 --- a/Algorithms/Expectimax/Expectimax.py +++ b/Algorithms/Expectimax/Expectimax.py @@ -7,10 +7,10 @@ from Models.board import Board # Expectimax Algorithm With Optional Alpha-Beta Pruning and Transposition Table -def get_state_statistics(state, max_or_min, weights, watched_boards): - """Check the final game_state from the search tree. If the game_state is losing one, the function will - return infinity and statistics, and if it just got to the maximum depth, the function will - return the game_state with its heuristic value and statistics.""" +def get_state_statistics(state, max_or_min, watched_boards): + """Check the final game_state from the search tree. If the game_state is losing one, + the function will return infinity and statistics, and if it just got to the maximum depth, + the function will return the game_state with its heuristic value and statistics.""" def handle_losing_state(state): losing_statistics = (state, float("-inf" if max_or_min == "MAX" else "inf"), []) @@ -21,7 +21,7 @@ def get_state_statistics(state, max_or_min, weights, watched_boards): if state.is_transposition_table(): watched_boards.append(Board(state.board())) - state_statistics = state, heuristic(state, weights), watched_boards + state_statistics = state, heuristic(state), watched_boards return state_statistics @@ -52,7 +52,7 @@ def get_different_from_state_direction_boards(state): return different_from_state_direction_boards -def next_move(game_state, weights, watched_boards): +def next_move(game_state, watched_boards): """The function checks what is the best next move from the given game_state. It uses the Maximize function in order to do that, and returns the best game_state with the number of nodes_amount developed and the boards the function visited. If the best game_state is a losing one, @@ -66,7 +66,7 @@ def next_move(game_state, weights, watched_boards): return handle_lose() try: - next_state, watched_boards, _ = maximize(game_state, float("-inf"), float("inf"), weights, + next_state, watched_boards, _ = maximize(game_state, float("-inf"), float("inf"), watched_boards) return next_state, watched_boards @@ -74,13 +74,13 @@ def next_move(game_state, weights, watched_boards): return handle_lose() -def heuristic(state, weights=None): +def heuristic(state): """The function evaluates how good the given game_state is. It uses 4 parameters to determinate it: 1) The highest value on the item. 2) The average of the empty tiles taking into account the average of the valuable tiles. 3) The row or column growth. 4) The best merge. The function return a number (according to the given weights, if given) that represents the value of the game_state.""" - w = ones([4], dtype=int) if weights is None else weights + w = ones([4], dtype=int) if state.weights() is None else state.weights() board = state.board() final_result = 0 diff --git a/Algorithms/Expectimax/Maximaizer/Maximaize.py b/Algorithms/Expectimax/Maximaizer/Maximaize.py index 29d45e0..fc0212a 100644 --- a/Algorithms/Expectimax/Maximaizer/Maximaize.py +++ b/Algorithms/Expectimax/Maximaizer/Maximaize.py @@ -7,7 +7,7 @@ from Models.State import State from Models.board import Board -def loop_direction_children(game_state, direction_boards, alpha, beta, weights, watched_boards): +def loop_direction_children(game_state, direction_boards, alpha, beta, watched_boards): """The function goes over each child node of the random tile node (an item after a swipe to each possible direction). It continues the recursive loop ot the algorithm, and returns the item with the highest value and statistics.""" @@ -20,7 +20,7 @@ def loop_direction_children(game_state, direction_boards, alpha, beta, weights, direction_state = State(state=game_state, depth=game_state.depth() - 1, board=direction_board, nodes=best_state.nodes()) - min_state, min_value, watched_boards = minimize(direction_state, alpha, beta, weights, + min_state, min_value, watched_boards = minimize(direction_state, alpha, beta, watched_boards) best_state.set_nodes(min_state.nodes()) @@ -39,13 +39,13 @@ def loop_direction_children(game_state, direction_boards, alpha, beta, weights, return best_state, watched_boards -def maximize(game_state, alpha, beta, weights, watched_boards): +def maximize(game_state, alpha, beta, watched_boards): """The function checks if the given game_state is a final game_state, checks what are its possible direction boards, and loops over them. It returns the item with the highest value and statistics.""" # Check for final states: - state_statistics = get_state_statistics(game_state, "MAX", weights, watched_boards) + state_statistics = get_state_statistics(game_state, "MAX", watched_boards) if state_statistics is not None: return state_statistics @@ -62,6 +62,6 @@ def maximize(game_state, alpha, beta, weights, watched_boards): # full, the Minimize function is called and the value of the child is returned recursively. next_state, watched_boards = \ loop_direction_children(game_state, different_from_state_direction_boards, alpha, beta, - weights, watched_boards) + watched_boards) return next_state, watched_boards, None diff --git a/Algorithms/Expectimax/Minimaizer/Minimaize.py b/Algorithms/Expectimax/Minimaizer/Minimaize.py index 5eed9f7..c43aad5 100644 --- a/Algorithms/Expectimax/Minimaizer/Minimaize.py +++ b/Algorithms/Expectimax/Minimaizer/Minimaize.py @@ -2,7 +2,7 @@ from Models.State import State from Models.board import Board -def loop_random_tile_children(game_state, alpha, beta, weights, watched_boards): +def loop_random_tile_children(game_state, alpha, beta, watched_boards): """The function goes over each child node of the direction node (2 or 4 tile in each empty space on the item). It continues the recursive loop of the algorithm, and returns the item with the lowest value and statistics.""" @@ -16,8 +16,7 @@ def loop_random_tile_children(game_state, alpha, beta, weights, watched_boards): game_state.add_node() rand_tile_state = State(state=game_state, depth=game_state.depth() - 1, board=tile_board) - max_state, value, watched_boards = maximize(rand_tile_state, alpha, beta, weights, - watched_boards) + max_state, value, watched_boards = maximize(rand_tile_state, alpha, beta, watched_boards) value *= 0.9 if index % 2 == 0 else 0.1 game_state.set_nodes(max_state.nodes()) @@ -37,13 +36,13 @@ def loop_random_tile_children(game_state, alpha, beta, weights, watched_boards): watched_boards -def minimize(game_state, alpha, beta, weights, watched_boards): +def minimize(game_state, alpha, beta, watched_boards): """The function checks if the given game_state is a final game_state, loops over its children and returns the item with the lowest value and statistics.""" from Algorithms.Expectimax.Expectimax import get_state_statistics # Check for final states: - statistics = get_state_statistics(game_state, "MIN", weights, watched_boards) + statistics = get_state_statistics(game_state, "MIN", watched_boards) if statistics is not None: return statistics @@ -52,6 +51,6 @@ def minimize(game_state, alpha, beta, weights, watched_boards): # child's item isn't full, the Maximize function is called and the value of the child is # returned recursively. alpha, beta, worst_tile_board, worst_value, nodes, watched_boards = \ - loop_random_tile_children(game_state, alpha, beta, weights, watched_boards) + loop_random_tile_children(game_state, alpha, beta, watched_boards) return State(game_state, board=worst_tile_board, nodes=nodes), worst_value, watched_boards diff --git a/Main.py b/Main.py index a4e2179..f77a2de 100644 --- a/Main.py +++ b/Main.py @@ -28,7 +28,7 @@ def play_game(alg, depth, alpha_beta, transposition_table, weights=None): weights = weights.weights best = True - game_state = State(depth=depth, is_alpha_beta=alpha_beta, + game_state = State(depth=depth, is_alpha_beta=alpha_beta, weights=weights, is_transposition_table=transposition_table) prepare_board(game_state, weights=weights, best=best) end = False @@ -38,7 +38,7 @@ def play_game(alg, depth, alpha_beta, transposition_table, weights=None): if find_quit_event(): return handle_quit_game() - next_state, watched_boards = next_move(game_state, weights, watched_boards) + next_state, watched_boards = next_move(game_state, watched_boards) if next_state == "LOSE" or next_state.is_lose(): write_statistics_to_excel_file(game_state, depth, alpha_beta, transposition_table, diff --git a/Models/State.py b/Models/State.py index acdb9d1..205f5bf 100644 --- a/Models/State.py +++ b/Models/State.py @@ -24,18 +24,18 @@ class State: if is_transposition_table is None else is_transposition_table self.__board = Board(state.board(), state.score()) if board is None else Board(board, score) - self.weights = state.get_weights() if weights is None else weights + self.__weights = state.weights() if weights is None else weights self.__nodes = state.nodes() if nodes is None else nodes else: self.__depth = depth self.__is_alpha_beta = is_alpha_beta self.__is_transposition_table = is_transposition_table self.__board = Board(board, score) - self.weights = weights if weights is not None else None + self.__weights = weights if weights is not None else None self.__nodes = nodes - def get_weights(self): - return self.weights + def weights(self): + return self.__weights def nodes(self): return self.__nodes diff --git a/Pictures/Screenshot.jpeg b/Pictures/Screenshot.jpeg index e56ada7f52b8b199f3503357ffea02de0cd45a04..2ec67ef89b3dba012143fb172b2e91c826dc401d 100644 GIT binary patch literal 32124 zcmex=$<%PwSRFvdYWaQ-KK!z}~va+(XvGZ|o z@X3h?ipY@+{vTiv|EDQ{cwTw*63@n1ILW+itY{G$w>`H|qMvW5}awt1(JSZA; z@q>zSQc)8pmzcPOq?D?fx`w8fiK&^ng{76Vi>sTvho@I?NN8AiL}XNQN@`kqMrKxV zNoiSmMP*fUOKV$uM`zch$y26In?7UatVN5LEM2yI#mZHiHgDOwZTpU$yAB;ba`f2o z6DLnyx_ss8wd*%--g@}x@sp>|p1*kc>f@)+U%r0({^RE_kiQrin8CgR5fG1|`Ad+2 ziIItgg_(sNL#Nz~4os{_Ry;>bO1x z-CnojgUE)r(JzBC^6x7IG%GF}B}LyxDj{c_Ukc>5KJ~?X&!E z^}Rnd>+AideX`wUSJp}#uV3ZW{#_ggEOW$UlhL%ZXiocxj(fjPJS^%lx$-c`jo5 zba{>#3q!o@)lL3M+VAIDeY+fZ`R!J2?v8i4dW#|#%rc%jQG#g=e}N-ggZiR<`hS<$ zXX}PtkK6rW`=Ot?585u?lJ3o192pfZW6)w2qVXhO;rTW;&X3XcBL6N~9o_!z>9n;U z&0bw>`&gKfZ+E^we)5y!P#0Z4c>mVv|(lO8)T`>-VaD43Sg& zp<4WyS1fYvrQZ(IzTKVrQAH;)?U=h;*kk1#3;3>e{n_@xyxY$5$NeMM?n!^x-*1y% zzv@nVM#6uFmcESbEJ1HS+pJp5wd7NE_|p1ATmEjUf1&!={*TV%{|rxNG5r45_2c)q z>JR2`4VTm;T-YivfA7aUf8Imszq9WCn5nl&;h=)=Ma~=B&jtVRNd$N4BLa z%{Hvh%z1of(zmA%H*V8CbyOxxdQO$5Ew{{^3H+C|v_DUF-|^%6Z_7Vk-M&*xxo=y1 z^R}J4+p{pamQh7$PR;T*#tjmJ=VjzC+M0cmb@tn~fBW4hcMeT<-;wY(f#bxRf()jk zBH>5>Gi>?K@K*8B^^b3lA70;j*)!|fcKf6qd$x6W7MB*!U8b>#?}GHx6Vly$9I_5} z7Z&ZeF8zJ~*5-$)OXPGv@~wU}L&tmF^F3F>{;{fj*yO(VQ2O#S?CP@Fum3aLod4+Q z_M`V1>$6U>gv~nJ({w+0YtP(OPf}BSK5sncao$OyxMu=?@S=Uve>dzi|FJpzN4x!D ze&+bN$jF=Lww3E9Jx$-YD~DMk^=H#cYqOq|cjw#;pWie6A^maoL;tqRk65n1&Qnau zo>{Wj&AB)&qJgJ{@t6n8YJ=yOXEFR$U9?B~o5_#E^&g!NmQRyYnyB)Tuj9mYVOH*M zE9S^fnqa{@HQ~nNhWc*N)xV?uMD6$y_~E6VNuzZ3uPtkHm(OHKcHN! z>AA8}gYBfQKQ}*^ANv$h<|LW0Q7X{mRLFXV>3{0=I53d^~rRy`jS5 z_5RfRJ@ZUH@E`TCllt-M)3;i^N8f*&dFU_ESDRbBJ84RipKuwYEd@*b<*M@7Y#v{1T%Z3V|946S z*JIaBn?L4FUHM}BMW>0URre@WCpj={Z+Xw~*t%>^$;oy986KG*mv1uLb!_2-cDk1!+{nq$5pV<%TnjJn8rMA6r#f$6H>yr)d zuIhX^WwF(t(+v+=@(Okwule|H{${(KkN7+HZ?f;Uv0r(|w{}JJ?fV(uHhXyQ>A1Gw z2&}`l~fN zpLOY)ux%S$Sp*h%Eb3)iq#?n@@PNTO{Mqw2*6X4&>bJN}l>O4pm1W?c)bpId>rrgaBpKF*1G(69T?q3A#!%e;f` zS(_hA*tma){-%Fr%j~~V(s$$iHfM9_z1_|rR{2fs?hS=S-p7A0+I7EwzHE*0hpN|} zTd$S8bq?Hdnzufj%yH#vYw64psg>@I!^#r+nP1W3P>ybFG zX_x&Eb^p$FTm4&a9dFlLnknvjg*p1k-xJG%ZnJOuI^jRVf!^T%3{Bk?r+v465S#j- zVx98j(EWS8Zzi#;X;)lrNR!=e%~SO@-^>4p+Pl``^at|76>S-(oL6QEI&vyYAK@rE zeA{T^*I);Ey$Y^R=l%XJ-ID#+=@qxPcfFXa&gb(A9**5Lkz!@1UV8cfy93m(+JbY-aA{&w}Fv;2?TkF7P6XYn!Jzxn0G%tz6tM%pfi>lRE5J#d(3-BSgbgyuPN#_@~m4EJ>h|L|V(Du798 z_l5Mi#@DkCoUwOyke^e(X?eGe{e%8KEB#KJ!1`~zTDPpH&Z<}QESuis5{Y+(|4H>f@c+wi|I>5te}>1VAEv)~_#jvPk^9lN>W8GB9{swv^^xBt&$L&Qnq~AJ zvrcUfm3;6qKDPd_XpPQ)h6Vo_dj2zfFuMJpVd4wsYyYJGB>%|&C?2unl8y8u`?uD& ztBZ?u;*)l?=Oj+`PV=}T7wN`$-gNr!(2C7R{jZkm-MSrK8#*0>LdVOp^zsi>1v7alq|H}EqvHk45h&g|D<}HnudGdS?1ApP)W$#N? z%QwWC)FwWPP`#AirtqZZ@~){Z{PhOQ?52L||0CQSGK;_K*S|iQ4t9LQhGH7w2s({)+C`Vt8c7ZvIEbe(Sf1<>kMR?ffY7eNFV7 z9hs`^pBb*-|IZ-v=JEa?`j4X{Lkw!!zDvG2#I9A(#P~=1fqY~3e+G{K3~y_fMBe@P z_U#_m!n6b5ic&iG&pg`q@5j?}+5Us|Qg^)$hMGvEz|1Oy&#Q!Av^V(x1S(dM5sOeyD0<@YD0lyqV?)%k1v|*CRid zq1ODjZshUg-?kN65>vFc&6q4;o1%L1&yDMc?{CXV_x!t}#yyc|(HnGvqC1VBug`_15n7TA5!u}+Y-xISnXZ7d(Cb+>iz=@0u&PE%Zv1!6e{WsaMF;uWcIsE_tm`h`+SBQAJN~I{GDCnzvRcR_s8XVzx?iX_T4q-?&;JN{#!X|>ctWl zicUmN+&=Z3VFPb*RruS;kJ}G#(_Z+>>{jmEJKj$_x7u1cmKYwlj%2iZ>S_Bqe&Ln? z_Gjdn1^+%&1_6;p9nfp6f5vv;Bzo z{II^c*S_2Ogya6;pXw5p;4Lt(7sb2rfpyT zqy1at_NykRCl)eS1U^b*mQLxraa?JBX=y^;)K^mi*q^i?nlJO}KJTBx)JK2$?j3vd z?`%rM<2`N_9h1zQC#+e%SfMf5pUp2MRRj<&^W9jO9=oyr*AR}kQe`#OG-&K1eAMvx)@Ll`k z`LO#x!-lMFo1!_=KLy1ueBLYlv^3Q+OnKtHyOHGyQjV`>no4wH}2n^OD}?uZ*(UHp#QW=Ef4Ym?sQIYnvM< zPCWinR)q2A;fMJwH6eeO{8L-rQRB{gMXID#>~-*@J4f^L^OpY&Vfb)-a;xOiO~)sJ zI%T)AGMUz0Eb%USFo`>#yf^%0JqJKJ0H< zx3yRKa8!F|{^AsmlGplQCv7%}dCtydJgK07aREQW-?o3+6~7<(Eq=6PPxkuytfehx zYjf<5v)Dxz>%IT#vGd%;>$cjb>TG^Yew=>reD9=JMHRD;nD3LF9+-VsS1&(p(y>QE zxA&bpTxJ(gCi>t3lZC?di~Be8H`IhbeBCczasPOsWA-C`@%wA9TnpGym?ejbwn)!K;cq^G-jS$FS{`~%N`diOO_MQKD^Vu@z zNp!n3{hg>UrM+zDvQV%U{OdlzxP+_+$N}x_nhd+r_n}XX{*M zMVCudR|v>!N|fbn-YC1Bp^|NHv-1c0rY+j{x4o$2|L|{m>3;^>HD7KdPX6~Rlx-Im z!;kcD2Y;wPIxGCh_tU+}{79GmgMit~@B zAFJ<1~+FE8~ z_p_L$%7b@ys`M?l?SHfPL;A6OHb0iLA2}~~^Ir7J4RQY&GHteBlz4I_uRK3?g~Lzt z#Li=Pco*-p`$~BimP=z%gN^#ZvO4vTa?^Fc|54j@blu4_(KavTEkZ5Nef<0W(zgE$ z4@ExO{}tg){`YJ0e}=v*@vQ$Do`miE&#?abe})S}yStw3w#w-<{wL@!{GZ{X!!`T& zEA4;0mH*IHG5=o|+s6M4wVwYOj%ROP)V*Po#rYquHvaz^T$v;OGwfUPpW*SA`a_zJ z>VIiS9sm1P{Xc{3x^rE6hfX}UN450ge+G`_o&OnLEXbDser5ijvfWl1ySbHn{xh@$ zANkMlCBU@*_bdN@*6x3l=BfW@Sk$*sIz|EV_r{ro4_(_>fXTE$$fdQr7gPi&gH$jYnXVQI_1?Fach z^P2q!J^z1N{cr1q|1(^;yr%v^%=|y0;fwb4uYY7e}e+;S5{xSbw+uY>;3`|e{Gdxyz)t%gtI(Vm8rNmFzvExRzk>(r&+k9_pJ8V5?|4w8 zn!J|(A+G+PLDU`9b*nGBU;ik7M*fBc|IhC~_J7tv^WO?o=Y>{j{Q9T-v-vkW<9`Ob z{|w^)QqjT?-GS>}<>Qak8`LK}uz!C4(SL?BmoMb~@n03W_xK;xT}P}_G`GJsGEXS} zetd2GCs1m3UbgW+Lp>;HUrlece_ z(c%gJ8CsG-VQc?d{`;Nze~S8lxPep3KTvsi@;}3I?e&ZLv+W+9>T^an1I>f(v1{_hSn-sba=Smo|8vcr z|Lbr4Uq*OEo|I>Bd{_C&*48NGd3mp#O>)-6FyHx-9=KlNkC&Dk7e*QN3KZD%a ze?R{@?I@OiP;>EJ!TaBzzSJ))>e5)x@cYA}E)518m^u8w{7)Ry|Lx=d*R=IQxcvkF zpDf=08RFUhGdM=Q(E7Olz3^8%WA;BBRjeX`F~>c?69}M51T-9sma2^Ae<=UwI(z=F zzxjU|wXdDFll-$k`1sknm;7fqzPWy1{e*Qg z$A8G1RL`;g_h+yCi**T3@dbNt57fBCL;X{`77egkKkaqSz1v?SX2S7JI=>^1cgGB8x!nv&g)@~);(x!K!hda7#$46j zl-{cs+d`*25q!m4@t>jFPWWc#KB=8oO#ZsPik=LDQE6ae(fN4*i|IJ0G3)wj={~#Zp3AUXJ;lepEoWE z{qj|P!}oPd?PMw%7u`$Q820bsl;>Y!>bCCuFm=mmTd7CS9=*DyJ#(2>`H5Ax86;$W zPmY*A&;B~wrcVcT;!`3$B5bxQPLX>qc~bUsT#v@XmzR59ZM*&U!p~nf&eYcUyi5%8 zl1;t(Q|8(B#jmVPPc#Q?%b3{~@?7iijXvJ=>zix*n>hbS7wfEIK6K*aB9iXVNGBfCY2vERH{pd{i*++@|H?`;NQC&ZzClm zIO*%A9xd0RN-nunSsv2-C8i*ixBB7VbnpH%`!7H1vVZ^Kl--gPuCMa4Kj!?%x_3+3 zI%CPagtGP%E}_R0`{OUof6y<;FOvB^@b0Z6la97dW!HFh;BoU8Wtr>#S2Bu!>y@AV zA(#K{nq|+$C5zYmMLw0uD$F}(3i^(U0#fBmrk#dX~==05{+t-t!%e}+B&SALw4 z|DgCnB+#{3R?$@?fHBxirI+)B`W|r{7H#nC53?=) zG5^wTgNTgllb@G)#?F~>#%0CPBJFK&`l|dnUvkwZUj6H@`@gU(Loes5Zl)i$pZ==i z=lUBz|Fvhkii9tz1p5u-zmWW|bLIVKIM%Pa5#<$L;Q3BaqCZCXa#w75@Yai4X3zEd zxa}~LnBAIc#&>?~kK?T>=Dey}^q=8S@QM$+S`RN#zRB?N--#1}UrY&g2q zt6%#DetEua#<_KYA&ROyAN0puPqpypKOGk6Yum51H!9*^jfs|pm-TJ`^QCvb_;+u+ zwP#mJvD1rNIWCgPfo;4O48O|!+xl#q`SdVzrDx~Ln^IZWotuoW?OhxczU>3c#aB8~ zA(y+nJkQ0SJ{}))y*nc6d~G%F+)eqj(m9&%T>IH0wOUg9?)n{%9{ySt5qWu5%!b_f z#nE^FGek$sd-plyTHYe>&gFaOzjNb1bLX4rt9i^9?H@{9%+vd78KjxU`0V7*q)>K- z`EkD1-j_<^Su@_(mpGqW-KnlUEvdehJ^%Bp&*#M}R{dv)pR!n(b=I6ETvfj}zRP+n z@!&s0W$3;9)PHHF>NfYkOQfE5wT<2W$@|ymH$fl6mh9T!p>N8t&ZSF?Q>_n}VM0oAv7Ap+HyBNAoVg znnUQt0`bisoB7ADPnR?PICp#Vmy;Y@woNX*(|x(%_wj#B7V>Z9m%4wvcJ99a#S(69 zk0S*RDIQnK7*vbD#c}@VPPCaEaqI4_lj?jQUI{KXw|vt6Y}209Wk2>E(oTNVsV^%# z!}0k&&YcqH435jLUZ`4{=4@O2VE>=VzwLj$)c@C(y?MR-57pF1j@7K6ZO?xb> zG~U_v=tcF4$4^aPh6FHD)IPZLVR~o2jcv(!uFkbjj?dE%k2lqqGT0r*Fh_ z8h&?hvbVi|Y0t8*SBrbsy4h^3l1tN9Ka}+Rt(JS-%iHg*=1crI^**lu%|zF4(FR2U zW|1de?)X(*Z?*Wr+Mx4p*B4*WPoCw{E1}WpXx(wV$XYmJN?5*NP^hTeyR(lQ7jp6Q zvu5nOSC_u#Kf|HZ7xq8D9Q2=If98LNqZj`(aO*q$XPEEn{qOJc{|w@BzOJS9nUAd3 z@Azzgbq#y^_x}tBO#dXVJh-N!>viBZ&mhgRTpF^ez65XO|y}T|WN&fZcnG)c*{E5hh_%vi*8?E_ie1)y39~PiJFg z*UU56$T{O}p5$NY4EcG!#a8E57OslnR6DflLx+{de+H?AuDS8jQM;bbzHqFKtC#&O z>xw{E(Nm?YB7qKIZ2#c>pKf#eufOj9VhYy$&%j>)BoZ`^b`3O+wl`<L3&2eOj#KSU%IeZm~=N*59ZU0uc_dkPk+VcMl_45B2y4QI=&T#TGnzs7N zt2VAZkCsZj_{$%$XwUrL_Hq9i7H$sy&#=EARA~I2zrOy$&6WQd?jQfp@aR?j7K8r` zXMY&&-~3Vj^pC~YG}f#CJAZxui<~R}8Qwqs&+xINKK=FmFJ@Ww-#`9m__50#qTb-& z`6KoEkNOGQ@Z#Tv!~Yq~9~}N|FZgGFmu*tlr}{U4tN*o~_5b(J{y&4bJDNup|90m8 zbHADY%^&wq|1`dKX`lShu=(rzU(%-bzkmE^_!BFC^Vj#kytC&2{Zs!>um3HN{pUI! zd%8IvsRhZss0zA=YNJe|Nji4aqf1~|LWH7 za=%!=hWlTw{a%SFVfX(if<}gl{C|I{|FO#cA;)4pKtrmFn{&C38SiU zhKT^$K+JWmW( zmOiyP^lwXL=C-wWWlKd*{Ou0>&#>U`{l8!C{|S{(x>Enby!<~yt@(cj(U^ay`v3fi zFSe>IwEz6_??`!N^4!`(M6{?A}9e&_IX;r|SF^Y06D~Vs z_Rap!(6t!Vs&66n&maAsQS_+(`Q_h_O0R?~f75mU*IZuz{c`=skXqy*l7oZ^UyT2s zU-dP9yHE!F`cT~L&vh#+_~j?tdE3jAC8jjX_#6;!JkMkK@@M$M=8_eM^5?zw>p%0^ zm@D*^mteu>>#IK5&g=U0{>|O;e{Flc|NRD)3&@;ZcH7(kr~62HoT%PT4E)B87<-v1@_ zRsZ)}aEXb+gSe#qN+GDUy^^tB@88+$^)Iro?0>)gKf|LJsJvhIkINxOOv9#=74u{r5ijn*GYB$^RMpy)VTtyb$Ordd>mX z!NWo`J`D+Ut)2Ptcs7bbFSO^Q*i$0HveO>W$Mycm%IelPC%!%tsl<+ z(~$n3Vg0iI3>Sj7WTW!eE&sjLKjPo=`91$s?CKX@x#%kTcm~c^pGcsCTsBf@o%(S6 zPlf&8Qu`BOYpZ9x|K9oQKf}Z?lKH=v+WUXz(pa>U?*URP4?KVl<1ec~9`Bxy8jxi{ z{~5|xzLvl8Y2$x}<4a%aUwEOhsOz}`y62GjpH^us+IQy1~xg+8$UGX^}ez5-)p z9b@RQuw~iLq;)5!EM~2=R+=liU%ln4tM94YJO3F`bo*(64cQ2d~Fz%0Q{%rEQ*X-9_?$bFB-GdAq{;YOwU-kIhqPO?X%&WL}{mM#LQPZVc zz6bp*aEsmji+^pp#HsvgT5pzJ3QsW!+xg+^zdP^R?PmAYPffdX`)saeSH&rVH`!G; zyuO6Ka$Mq)b*Rd9A}HBrfTkWQ*SFa}KKP&E^~!%vTeG!Ma?!iw{rA*g|8u{Py8qpj zzxHP|7Ii(bZURp<%(`~#**j<1wR<-2kkpnEv-o;onYYYDkBeTtGF=6y4ztKRY2Li` z=vnyIuad5I5=&-3Ek_Brqrdl-+`D zkh?$rsA+JwX8rCfU;AHGM*L@ZeCf;d7bT!!gT~$6Sv8^Y)bFp8{rb#{r7A@J)7F{_@a&g9!;HEW} zqOwVs{m$Gpxe6cT33L^qFwbjW&`F6kJ`{MzQ6gyrr{SyP>*|Gnh0ni^b*O8v&C30m zD!bPHmP^abPZ#@TyL-khVn((1F0DUg`geid;U|BWtLNYQYkd4^#663qpZP)6?cv)k zBewOhezW`c_w}+>a|$LspKg2KH>dbg!8ARaiBC4YUV08RXUOvn-s9T5Px3#*3AXxQ zzw-aGYP+FuwO-Zl3IRpJkMob5pZ}8e6$y;9>{vXx>!ogurId%%qhba5L#uoKnVt=u zEvaI@fm!)K!syb+XhHMX$-ve)P;2j9R*GkxPP>$HD`$d+Vp> z{3s2Q6+a((TK3G1SB3NJy^dUecjF)VcON#tg zd|6{4)c$SC-$}d5x9+O^B_3(NdR_XuwyM|HAJsmcu&n;-TZ!Y>*Jf3$6#Q~!N{`i! z+w=B(m4AL|&ios0KXO0SyuDL;d;ZhVJ&~dpL#7vGr`nhB@2d4*n{RP-dGp%0>TmUL z-n*B-k@Hw+@~NGEWnCKUr`alihFj0p82)FF;Fk~b!42xe};bc{|xJv|Kz&5 zzF79(NBj6scFnr~8A_JF{Fmq|60UehboWDlzI}VYHEs9KQ`DZb?9Fq#$Coy&{CHBO z^3#))^RdfCmufm0`(?e}b}aO9P(jw5o$=K%U(fUYs5|f6d4zT8EdTx5UzIQL9olpL zX#6LmEcve={xh80o!@%yQ^t4IyEFbSUTOJHFvh=Y|C5v}_OBoQXP8^{wvOjXZZy8o)3*AF)xJ{%Ify0oa?CRqN6oXo|1dH+6j9*NE+eFkoCKJR$0@~?DH z=BJ05OM@rcM!!4f8T$NqXwlNQQWy13N<_WyUb8iq&s%d%YUE5u9*$e}7y+PGrx>V329UVJm^yf9V#O>oq! z*?VUMx{5xZw}R5LtBSR!ds&5-b%!!f7^9kP#MkqW>b(wK+T*!$-%_69U8iLxv1o4K zNqO88cE07ou6B3({F2|snknw`rT#JV{j*Hg|8U#Ch5bg&{4G!3{=UDg;?L?Acd~qg z3g;_ry7-?VYQEJ{KfYB{Ebrc1{p-SF^eM3?*^99ZlgB)*lx*Io6czDx)7KoE(j9@W zqQ}a><9DD&MyRVu_|5q;W&2Qur*{5lK%Nnd*Y5q#P%(eyR|)$E&KEQmbv?5JPi*g% zkLi8)$JQva_vquG#_FEt#vkEx!oD>>vfT2+b<4+}ANY5lldL}yzOdm)@ba@gk!(2xvD&V_u#AD)N4OpPRLjoEj=sr_SfgXLX0X7 z9Z^f(x+DEd?t;2X(=)HFmL6MKpfa0l^&y29i~nS&2enDHygU?h&W&qsjcdh~Ih7$^ zB7v@z>TAIDNT4f&=-dzI|2Y`{XSja3{)J|gDGE0{`0u6VYwCl~AFCIVx4-ZzV^P<~ zGfvAl{AcKYUH|LV{&Ndf>dtX37U|*Sc-Uv#8*4V@a_#kJt-3QW|A3cjQv)KK8YlTN ztX-QQzHRSjfg_Vv=krcumi_x$-+!8ge$uRfqk_!>>^9*mXI)*|adbIn^)|2PW>QA2 z+NSH4doRn}_N#RNtvs)pA*nOI_%BV#mO8S%<)~P4^X1*O^@q0FKUCWEpJ86O{Pz?8 z8Kh8oU$swjYI*fay%K!AZ2i^$4Dk!kvW9xkE6AO*wX7`p?1khA|1;NqhyQ(({PViy zx_d`!%O)LKw@R7&GXr0d|JS9LN+WZOCF6~Rinq*3ei@g?Ea=YOF-KMV=<3+Ibl0ll z)hw4b$8u%oTl+uZn1AM++2dKSOBV^dO!0EGX81KvYvo7TW%m^3moH5yLChHP^3PHFv-Lo_49J%f&TrDz%CP#@m&H5*`^XTjq=ZME^6K zkb3=ZpZ&Mcb^1uf)V4jMkD_J8{b${Kr9C};dWE6Z#2&^w{a(+vu3quJG<)@qW}RZM za|_!QgzxROan11N^y7TB{g1yqXZvcN+N?>vi@wzt-ut7sGtwk-?dH#i4K4mNq&6IX z#ak$KZEkh`n)A6jLR;2q=Ny{6U%kn;*!RNL?6q<~VxuNh99~>f_#%5-`|)3e-Nuoz zIx~K+-rD|r;-A$XR~B|Ilqyv}_4vnP%}Ylfd^BF|CiAMk*<_})_XlnF5{HU4r#9Hm z=wbXhLHp$E1s}sZ-<2*<@c4H=Yq_=Yq~llSzl`~tI3r0hDzMjf(VCK{5nfXiHA8$5q+-j_?Ag?^zm@-{9t!=N9k^0_%bv$KCrmrpCllL>XPvz1wx&vy(TESW_{922;wBMZXv&OeDVf|Fd%7kA% zs4Ejd-9>a9d7tM$!xLuvzqRK7nx-yB<(Ast)v7xF)#gw7N5#*7`IdEQtd}{Wu?Y8) zqR;U>^~an4Gh7e;)0%ZH9J#4}=Xm`d|LcGH7o4uYtNE)QRIQu)IV%MZzuN!`(qvI#!j-MRsoB3_O;-2o84`T1EG6c z`SiQ~C;m4%@}Ktq;flxa7WZqbDr-;wY5pzE{%8Gv2BzshC)OW1{;%nJ{r8XikM;kU z@t@&B)cb$`%zs?j68Lr1y!fL33*ape=T9ms_c66{O}T2CeSh`Kyf^Vb+)eX; zN#*bV`2L?>KQd=mmiCcv7 zCI6iM&%oIKQ@UF9?%(%+&PAiB>Hp!H_n+Z~wf)}@^*>g<%2y7P@_y5WqAoGh)7OnU8V zJ@Q)Pc;|`9+DVIpZ*6&-*L{AIMPc{EV`sm<`p#T@B6=W_WukVpvf=i)cb#b<^QvE|DzDq|Ce`q z{r8vqe>^Rp5}0}uRKCrt1xMF|{|pbAuGGKC0hQ*y{~3;hmgsW_{%2UY>HWXI=AgX< zpSpB*>+h_eP<(#(@B2UJ$fKAi|DiF<{)-u?TwnH|;qlaafv(e2zw3YEtNad5bIt!5 zT2PEzjN+Nyr!+Rb+4uCH<9WOH@9Uox)T0_VrT!2rXzK1}`G1DG+5Z{(!Yf_HVnJ1f z<#TZIh^DP*9=@&(TE{t|oM{ZH7<|JH2(*R=I~ zxbuhG{~U_zub-}ep&j|?Kf|5pujQ}&-1Ga#mi=$vUwHXqQPnVP_)egwdp*6 zOzYp?zw&wGe}?pDWm^JWYaI_@YX!o@YM#1^gh#S1Lo^LSZDEUUV%E<(`kz5AZu!ed z_uswxkhzWXASc3Cz#})zwHN-#{m-Ca3H4VMYRz_D{NHo?h=0q^KEHo->3@d&x^{n8 zk??c#3_zniI56YMKQ{jvCg|M%`sw~JuIrvL_Ya@{$#nKVL%i;P(Ds3;+Y0~v4Zr@U z^Kdv&}q?lq~%eeUF(teRJ^uGf4KTTL*BpTbNheW8-o@{z2ZZewLx#H zLe}k=n!xr%6s>#-U7Mu!wC0-rk56Ciy-wNR$*cl*InGrnhLzmrKI`>1S0|zJSzgz^ zc}u>@eT~{{{ZKn|T9xV1vq!IP2{-l$c|S398-s!6cePyxTSBwCbZ^Q?PBV(|v0g24 z_s#V63)|-N**ILxH;PzYUvR4Um!5sp^U}TYffv`gNVRTuIb*ckGEDABLH6Q3AOGzz zoj#2->9^7;r-M&d@+|mnan9rYtT+GE53>B@-8n6k@nK5E$yX8^0O{aaUYHaio`n)%5GtxBTScdmK!Tza8SoZ~AI;r`AfvC=Q<^(Ob} zS^MO#mF)O)`mbHa;(z}ccox5Mb6B(MTR%%hN5x|QU48GasZ7(+Sz+lO#x5hjP~zF1 z-N&R#s{A|ka}v)_>ElVh7{SK;;he^ihYLBhw%mPmSntfLYin)Hlx#Nl?aH}0(N!c| z@C`VRla-%0XC{}I8Rs+a`1-=$*k@DwTk(Q}pkef1Dc2KM-BX*KFwe)!ugq<4Yt_!O zcz;38Yiso)+^h47!`D2xlCflAw+xE)@8Sr z^6x(>b#=9c#=#n&LpwhFTPP&XWLbDqdj1uzQwmLv63Q#qp0z&`eC&)q<4ljAUJV?k zvscGBm)Cq3ICio9pu(?f5w|MDeM1g=-d_{id%8zwH!Q`9%Fk_O#cXPE+`2(xB+xJ%dsM)p5YRxn;yH~YwC*Kw? zD}C&yeaqG_%{#l}VdT7fp}ia1QxyGbUrD|BleDlTG?al+tARa_x2VkE@3LKBAVXQti{IkLt^_O|!?M5p~*m!G@3T|RyJy?Z>jqxUrbzRUisVx``exo$VP&t`!p zLJ!o1Ue6Za_~KVlrJ<%Jr&I~k>L2A%wO)}5^He-V%bDhKoU{I$ef{6j1BccWY+m(u zb?laZ`_lEVy|&oZr9I`*i?#70x7;&VO%!VN6tQ4l@QVM_npHpd_;Mz`_L{Q2d*gk- ztiqsJr!I{(++4_osMgW&AJ&Lfe^bBCG5&D%Kg0I=;B&|S&YyYfqO0gvcF3W5t|APf z(tp$4FFzBAf3;0)($qUb)h%wy*IB+injU-QZAq@$^PoMs8xFMgua-MdJ-PA6^>g#o zt>&%R|6$528@+`EFFC$BSk-Sb5~<~lQ9PserdBnzJi9h;yI8ovokK?&RgBn!`}Xu{ zWj(gz{?BmIe)E5Zb(8)xyhz(^HEqosMpuy_321G@_<5>GU~G!iEZ7d|ogrV~CHlT> z@jsPS^OvT|zcbkjp4NSCE3l~R-5${gZ;j(Fvc9=KT~lM?#A`-7SV~^ma;(j`I5)HC zaPf5Uo~13z-)gz1-bIuXouI$7!Y#33r+01JA#XE3aJ|AC=X= z+;+>c(xR?~oVw>(s-Erb#=5y-d0XAJo|hJ%Zsz|>Kl_aP)s0gYGtSSS`C{HSzuUFH zD(C4ZSC%Fh>E%4HPz!J2~!A9pxCXZEw1 zhZMe>zTOo#dC?DT_v+t^)Yr>R-x|aGsjPINm*|6Gg$;XKH-zUFBtKQI9 z)b+@A0jTO-*Zy$(pN40!l3?en7j@G0C-|Txfld7HIe(LX%{QN4FE;(}-e0n|B7yN% z6^9p>_qk3o(>hhe@isUn_HHbz=d#Lz3YO=y8XeQP*gP$mcD>d2*>+j?-_??kQ>%A^ zM*OQR>-e_m?r;lh`Z3@ChnncCLsMsm*K+(ZUUo8VeR=UG>vc@?AI9zZ7dm;(-NV&u zR5y+;J<6t=JQ*&XKTT z)kpvGZ*%`MXwM8gJCwf(n0c8**!; zN8aftjwm|M_w%%0xVlcaDRRx?iYXgU8 zbMCt9YU{i9VeTzzZ}@^-C6BLI7azSz%>1p;q-5oy^b1$tbKE|aKkIR(;3|QLK2F<} z`}8M92f47TDl`1`RNGN_RZd?wqU)kp=1uFU*T4SsW*om6UeJB%n65}*yipY+X!un9 z!{>hvn;|XkSk>Zse)}if(B}B1u$#w!e~pj-q|WPkFRx-EFr`nQAw$->+!)Yf@D4(Nj6cv|fJYN|WBO`(d6+ z8D$poCb^%Pv}a#4(cJPwEKz;ll80T(%&wkijrRSvGq20&i1H0cV83~h7TL3zTqJZJxGT;rUwO=_~Myx<1Dc?Z7z`5f@_(y3DJgp?witN)Z= zX}cerwEESluA<})wqH-?ztYzC{m(F=cl+Nm|7Y6I4GVg84h1Y-6!bUzkMO?9MGNL^ z-*~O!{6B}s|8}kaWP03H`KZ!KY0*+kmQuFe@}Ok|GWFL(|GDir$~r@<$Wf|61?A{zrS!RF2eXM;}K|b^mbe*RSn=qtCt- zntdd0u4=~D6g$d=0jdF^xCP8w8X&ATLcHMhK4 zx{m9r&X?ROTc>Z9OFS+%bxaZ7(NnIx(e!@(q0`8lXRc2U^y)KOEAi=YzSG8;cG8l; zw?h5CZTn`M{!c8f^*@8%tm%J$`~TD1^Zl6A9I4|S>$Xa#OjVkmc2R+`O+fP;=R0ks zF73x!*ZXz8$#H8OPFVIT$nR}*c)_AB?I~Zt{aVy+;q%ofy~Z^k>)#cB?SEBsul7$= z{I~BfO1=cT*1UWyX7Vz*>6hfvuoO2Qr@o4Hlm7`t%l~{@{GXv_{g3PFu2m8?mj#=< zd$l89Z#|>+@L}jZ_sIVYoVxvgKJEO^urK^iws`Cn<-Pm*9^LVnExqX}zZ4CK4*KO^-uG?Jm#O7KSyS#X_$BQK~?_pZvpUl2`uF~h7A;-clvGG)y%y|4k z^lV`G-<`cro;?3~Gyc8!l^6HE$tv%eWHQMxEqRiEadcI9hul5UwpV6TLlPtX&-VLQ z9a^+w!;MonGJksoZLaTMxz;OS#afk;>v3w`rp5TLv)bOuVr7;p z- z)5@onJweV&s-9K4q?`AS(FWDPt9@1vq`JC3iQJkFS}q*Ca%r|Ke~0OAU#A0(JjL4i zywd~N>zyNh)Uj%+|LaMpyP4&_B2 zw&#uiUH;YPP5sTEbJvOl#s?I@X9f%7MQzkq{8)AGkgZ*|NAKpH^|mw83nY$-{0h%@ zHF@){rT9Ms{}%7{{1tKcz4uO%RO`Ll?c^C3G4TrX{Y$&JG?v`GdklFbVsx-Yn+}65 zSSDmatqR6i{=@k{8R4Tx#aA!$pw=ulOi?OD-=roI=pb(y=qh^6aV63a=;8?a@bYDHhU zI`53iGu1jpW*2BsnPmVz524E=La`El8UIY z(X=o>wRV>!m-hPq46Uj5e|d`P9~eR=l#scv?cePD&tUY&Z~fOr{eOPfR}s|l;@|1{ zpY@N}U+c2}{PypQCmQSa{}Y|^pW%z)Nywa3_hNMZZ@v06`vv|pL}~nIIKTb-;t7j( z{b%?Q7W|*#!g2L~%<}*A`cZihH#z^!Sp1*C?*6?#r>@uk86HN04zZG%|AVLg$1ZzR z-lpe&PJiU5rx(yVIP2>VZJPhD&C(t;@$#|sXhy)jlNoPwSKf(QKEu)DMgwRs&Og`0 z?$dAErl^{%ySA-XuOMl&{9COJAqnr+U#*mz>slb6cD4S6ZS{YK+U=l2u5NCP|HU8o zpW%M)e}<#st$%0w|Et&E<@9Tv_P^SH+JDad>v~{!cGZ7|3sv9${m%cV)xSAw{};Kv z{~7k(22DTxHk$wEUwldPs~ziqe*dxlv-L0ShTmqZ|1&tgzW@6zXx|Qs<~OJ6KmV+~ z#J}p%{^$1}?LYJW#X9CUx7Pn;!~FWL{|v_a z7wzCjbpne1e`l8eXRx1sS7Fe40DbW4L5=b9xY!#u(|&C|I*Ze5O236VGk5}c_214_ z^%ss;{%7c~{}{S2d8*qwttEFu)_vRj$#TQL>o?sl?E2~+>{@jH#;oOkdCKSi_zsHC zZ)z+5GdRmW|7Qz|Px)^q_0K>3UXuI!{m<_|7Oz~iGyjcm@V_?e^M9(r(I*`8pJ8F& zXUH`0ihsxY!Lj-M{^$1}378%Dw^#n>pM5Xc--DvEZ&}yV{TogFe@VQz|M>o&RzIpW zQug3zzYjWUP1aZRbbV6R{4a+0>L1_#6Dp7Deu#tR_kknaYL@o2e@Cv`zewKmpW*oa zAFJ$9?8ty55Bpm15o;o)CgHlsffj;l&Bgx=^H0BU2i91vm~v%(?&R3t^XjbU z7JYWR{ms^|>+$}FoY(7LlwaAe{-5FTl=?%$>;5xbc)t>~J@L5qop1g-4;F7+wB!8` zr_%esWWVa4{Lk>?sr-kQ*ZaR%zlxvypW)*v+sW_5t);a4{xh_wgZ5nA5Bf9zKSLjA zqRVghe+K7$OMlw`XOLNZ)9&HWHOi*1OJnU35>8A(ZZ5&tq7U~Wt-JoN_2E8Z#aHFc z<-d1-bzeX6Kf~VjZdn&yML(~j7X>;m#Ltnj?Xa4t5-SYDZ{}~$j z9Ts(I&v=Q=LtwFuNT;)D?TtX$%Khf4eE!p4^UQL;+0`$+6X+`XR?Y%CJPRK!M&dJm z4h5}~CUD*xBKkvZqeCulnH|67RrrP|*EwtxKTdvO>%UhJ`w+nM5Ur*ri zGgis#{?AZr)cEVVukezMYbNg6WpHZKoF-ex1?))HGa!fNoz;htHwQdVoB!_pRk?lc z|Gw>&TP=pepUIOnr8EN< zPxO*V#zB)Zg*!S1WFM+NJCEy7#kw6D>lf7uM@8x_`Nv>OmBJ}Si zAL?JZT*3>qk!q%wLHOiNnir!#RrrU5+*x+_{P)mv^#QC&G0wVs&hlK`Qlxn>Os4D7 zQm!rgEVj5>eR=gq$fvJMV@)rp7Ymx-VOmpzas=Ia^z2k^>3;iX-SXbqwf*y7l#2wq zR=f8>Le!N(1V_xSvBr9~T7y-W=0+=Tsgu&H7xS#vJfVC=suX@m6UfY(tDtemb!dm; zX}6;!);r)MQ^0+Rc&mfd?`C5$rt$)XJB>rq%k-K~2`=(?2I@fgA7(V=A zD!AhCk|@<1#R@aj&+hnY`Sn?&T;`+mE#IQ@+t!ux+6V5M_UxLlPPakqB(0up43g}U zw*E`?-~3(|YkT#1`?HDjSUc`GaQxo$YvJl1}mzl4Zuj^h-I^T-dz5B_t)aTlguWU%9^ zNpCIvn_$HH9x;PLc62P zD4Xyw&LG(h*%w^Rj&eX`_=1QNyV6@0?`SeOnjn;XwLj*c`j_?g>pmYUh;?2(fBUZ5 znNv0?_wQQ1&VTvVs>hN104YJPGeEmw|*H=T?4{+PE9nu{A2S&+i9~OuAb}ce6xU~@d?AN(?II`*U1uB(2mKDNy&Z({kvD38sr%mXEsa1|-KNm%baq0apASChg1 z^t(kb->tW?H|hDH4w3< z(i1xOeO54kTpzu#iA!TqBh2garl5_DulJ)i0(N&j{D*e>rU<-l3!hRG^P{;qv0T6X zi>1xV2}#eM)_s~}_vn{Qsr}Tdy%qD;ewcq${MXvMpW|Puu2Zk{OPg$OEd2L;6-(@o z{0|rWHfGnU1^r7?>AKi|@4VuYf7SK&USFStx`eoLtukPcV5kajtv@v9qy3-%3>p6! zzJK%oXC9k==sv@1IkAr{zuFcSC+Y-6ZBcM|7hPCld!_KxEQT+ukbK07TrliCwZ|N3 z?`vFH=D&A;17AO>f1iDE7AUcw{02_!as40G|8uw=|Mla4hD~cLkCyJ^`l#F2z5Hx` zsp#p=r}s!q^*F}x&V6b5)2)f#0!z(P(<)~km72O?oygU@7rP&=|0!w8|LaHn^Vsc& zUQeCuI_tK*jj?e5w+NoP1=m^E#=2Lpj*UGcnLI13l*f``-dDBO)v+1h552n5d`wn) zalf;hys(tS^5CWS?;Pzucv`qAWZERp+LwISw!FSwn^v8fFm-8WbehQApEiQ8XMIU? zyYz?a;#~nbZKE~(Y03xx|E6>gOIcHk;pL3FzjwPr1&5f#A zrT6yx_T>4Cy0nkjb$}8z2$Ru}!m=qOt}q(&D5G4`$xi~A1`xU)S8o*8J>TA{>y-qkGTbA_Fa28|KhgBpHHqEuX#0HYUzPVIa=#E zniutdTszlGB1?EVXR)P(R_RC4$3cZp12qC&MW4*u0BaD1_M@JA82ais^1(&x(=~pB zPGH@fzwz^5zDHde>oY!rCjh!M7VvBQ*!hv|*`asw{4a_sgB6aRJ@xmgO6}1v7O(2H z)_=JFaKYT9Ykz!}{yF0*x>$biJZH~8-~QE2^$z>t|ET+K*t?(Wzf8I=yl1(w=lq$S z|DNv+ML+y(Mt`X*(rJgfmFw{(`Y)>-L;_uzVU^=(Gn~rJaOe?b$h|Rg3KnQh3T}WQ zvB|1gVTl--rXWFs8?@kE|A>)d{#h#)buo~3qA;kmK*!oB{fu{^D81p&oBh9+zv_=y z{?AYy*K>7Im-aLNO|XQFjg~~&w1auZ#%;*%($6VJs*XL#%?!cc$6aee)T{NVo#2bP1ju{>0`zW;^!%Kr=xg8wu0 ziUctJXW(Sp`=7yaum67rrum?~C@sx#{}~qCTmGM+(f^-Gpac6K6{+uk*}mHU;i~_* zc!2F+Wf>LQggGPX1>=&5vlgxl5}BO=LLcZ^yORfHvhQ1(Cr_G|B042tY4S&q(dny+$_iS$Yl@42<6nL4m>+= zpVZynBj8|ndeMH%KaRgm|73mG-^if9WND@;S8;BX)-umzsy5<9rOO2`Q5YTAG*(Y)Aiw_iLZCv+2ovS zy&^GRiXmkJ^TEWO4Cm#|Dvxon?+T2c6UX&K@Z;jgY;F52W{0&d+NJaDy41DB`g4mI zm5UN%8Yej1-M(C=IC?(QKFu1pANC)+?mxWVw=O^ZvdZ4RW1miaN;bdA)50=K{N$lO zr*5!wW^3A{voO>(T%7!|On6c`3w~4|=qkea^Xl)aAK~Gb>a6bn=zDf6{>|AU?n>P} zvq`OsTa_w4UoJ3wF4x0bU4OX#w(@~+Dcz~_yGz#kyYA}}>5J5TD12LpK{9rE1-s?SMXerBWUkf={X2D^_3Nfj z&h-yp&s7S4a&q~-6Z0o+Op$N8z;6GzV}E-6E&Y&-XOH(ay$Z|taN9k7vKC*?7esQw(R4PDk_}n2NfOc4HXJ6Gwsv- zyXrqf`V2e4%x!W?7fpBfy1VV!{ado{ZHPb5QpxMj>SNehl#5%BSwHVD`8)ILd4U?= zzZ3sNKK$$VDEqC`y?ejix6X2ked4y2O~F6NadQ3zU51+Nzm0!b$#=%fn)Is2=$EE^ zI$68oeUi_KhMi%yb!E4f{4!jBMLW7eS2tukMdo&d3lyp@3Cc*PE5Qx<*txo;LiH(1`oRh?C)kh z{%4T=u_o(p-`4*OLNB6Xzb?s_+|?vKcVA+3bVEx1lnHJ(o*ci_U|00Fb)U>jJF6dy zOIK!J+juW?7wfJ&e`mSgnRM=K$KmFyZn7KitT^YE{Uy{PK-7VufZ=UC!+(Z@wl>Mj zUdW4>`t!XC7rgzSA^(XgSe7gNVgLwSRZE^Dd8Co_! z4ys6gTc7;z+DG;q`z}8HIWK&s-Pzkk=E;`F+-kGyU$*^ilg_;T(LwlzEIadm1}_cf zv-@-7#WL!J>`XH^{7_0<`**%yx4+QMl@nt8QYUV6@88Gvm7#CRobVfQLLZJkZ>~>0 z^5NRz#_H6EE3Z9uJmDFoULN!PV3P6Mc=o&IJ^R!3d#{^q3!hf>sw!H+h{O44DNENn zHi^`7O@_xTGW8EW&iX6;vG+^V{6n$nK@EbU_nK{9&f6WwmiSAG;m_m0Q*9z2{%2sR zDZE(Y`KbFp!-mYTi+9#s{%PdBWsi{3pA~D4>l`SszJB{Z!-p&NO!Y4+|1+HOegB_9 za(&DGbbjVcdm%ghOgn+=dirbM=nIui@-`2dBJr?XLT8QDiu3GU^}k;KlUV&Q{V)5U z^#2Tv)9(N2caYou;r?U!!}T4zjvkx%;J)C0hRl1nZ_l2Y^jq|Zbu!PYXd|};pH3O@ zRj%28YxU823Lo4Lyv;u{Ph$UXw$<6H8`|nsRd2~vT-+BP7Cbe{QufvIgZ4MSADquw z<5|AGqB!{ayLWkS&d%wqx6y0lu3!9wrIW9ydH;IR*IO7rU4LW!G5Hbuk>2bh-~O3g z|Ie^hY2&u-)v3Q_1m2{j^VFAg&v{UKw$|HKgz?k)KO)V+)9yd4Z{M;cX=UZ=pPLf? zK9uoqsNMA7AJZQD2mcw~N~<5LZ<$aLe^^d#+um#G`(}N5_v**?3A4AYYFOcHd8=8y zsQz)^-o4BJae1ez%;&e!U$JVkjMU~s$1j`|RQ}K4I_vU(hNjvIZ-=cv+||1#ox7Kt z9l8BD@~?XwtOq? zV^e21DZN>C=c|J|zLQh$_r4#h4_5DfmcC=U)0XryOa0$V56c%B)JrkEUH$2v zykx}7`&;f_@7ww#ZTHr#A61Vn_~^!1rm4LrYvQ(3o85O-DA@V^ z=8y0z`#1k*IQp0U(SL^4rB}Y3h&vv*Iki9F@{@wI%m%6+dFILq4>wo|Hg;|Q*ncoi z^tzp3_AIrtB6b{I~74OLpa)lFur$)LiWY zh36mIyZhU#AG!Ly`=p~@e=EOMwtb#dX8O@PuX&0ND+DUNPZBW;UyJ5@Cc{__4d|HJW+z~zIOUwk4|)2vvK{$r%p|a=QKE2T6|j1Q+Mew8>&)nzW|p#(#!v^?UnWGZyfloiF@qzwG{uw^7Hg`3k-JbdFt(V{Ojay*)g4 z#51LP9`81^IA=BIZ~fulR)0*oANn7bw&#&<*|o1y>V3dG11C@G2EIF=w`i?us(O2l ztuU_Jm7zxWcTnBged?ELV#^=*xBaR;ws6^9zr3fLHnG1oGZx<2lVO>nd*b$~=Mo3l zcJ9^ww&us}hqpy9e3i~M`}R)t(~(>A<|^!xcszGa!~CKp^M0Y{|vl! z#{VwFSxfzA=vc77>0Z%lyR|E#XC$-<)Vnx{*3cCyN}ule&jvhQ789ud({5+r4!D| z?p>f?novAckSO=y28}kTYDz+z1LN{_Qh6D;s5M)<3V!cg$deU{15z- zxMU;wP}lshl<5A6%U^!zSQLEPyy#5zW}%3APiEa()L^f>PqO~xrHcB0$2sc1tO$EU&r9o+Pcz%>;PG&Ri?T}nfr;%8<5MfVqc8t){;hNS)vVML zI~wu3`)9G~V_kcGa$$YiCY{22$~G>Z z(uya-f-m-2%3R-3e>m$;@PCE{?9KKc_@4h~n56ywmqtDFqxjbPt=o^(i`IC3xZk!_ zR`^h1?3!jhme%iHZ&T7FE@8g!bGSqDS&G#qbN8?B3sE@Y$drki{y!BX-&J~UAzK_DRDaQxq2RvkKl$iCem{~|Rrp0ty7wqy)6EzI6=y4%#WH0!E59Yj zbNvWDHec#LL)z`P?hcdP1fu*6%eG%xD;MplazHL8NLjClK{D*%ffFYlf9dOD`1A0? z_9i>6x=Z!K!AIn&nFWVi@PJ1LW#a(>H#J9JVHqD>j=UVl*c)#Eu=am)lhr*+dO?4Z_sk{5eUrFD)jQrkPMWyl%TEV&*^{=fFaDAK9r5G!Avwv7AKo=Sv}cKYc`cCR zQLoOrqT0y*`KN_Xs!#GX{iW;5P_zHHdfkP4COZ$I6Yg=BrTsttSY@H;hq&nmFrMx_`TJNCUEr*{kIPhsf5L;bB$o^c;NVhFN;fsdGp#m{*Pphyzl?;HSNxwEU~Tf zlU>28;<=B1U)}njf#Z1Re})(J*X-Z#wEywc`9t|X*V*%b{muW&sJ(T)RjA6m=TTjg z|4FMdY1K~tCB1s`Kk3x^9eeddKiaPn?TiJ3=89|V&Fgp8J{+{ZBVfh4HD~3w{Fwi*?QQaZ2Bwt%43A#?_6J#?cg_BT zn*Tq&C5!gdztsu**?gD`Ne#Kh3}8S^v!MRz@|hAJwu~UK;-{9j!NiB7ftD{*ynE^0#XI|1&t3 zZT!#BXjK2Pq;~m{{|sNuv*mvXtN&*Z4+?buHck8IeuaO>57w(cI`QxFqxxUcTl@di zb58!x(7pJro%(-PuOq#5P$N=CVNzeVuVURI8Yq__BZ|WKRU7gFRDY`QTDpH@Bw14&|{x>z^ zpXzkF9e01UTbcG<{=>A_0&gcQyT9ec-Ny6x<+j$J_-Ox^Z`Sd@{~16YS{29gpJ9T_ z{;wbEzlg4D+Ep0w>cd)%V^L}qH*$D6FZL{zjWV|B7yi$%`LyIGCbf+yNoAe(gZF>B z&F#Pby8nwQJUiy{kC_=7i@GLG=GB%ou2|n@|M=j4hSw|qIqhAwC;YJd#|QrzzFzsy zpcqr}pW%D?tNw7+{|wb}{a;Ko7Ippn{KjcAqkyyqTZQmHN1^`=*AM<@xDd9B>-itf z{|pM9^{*fNXLz9<%Ubrh{+{})ns1Y}zUJG{4R6`eFT_LFw%IzjfRHHB7yA z-Q=HI5SPZHC5e+4lu78tX+P}$@uB|LtNID+vyjugoc-UszZPFTS%2^P;=jC68jJST z{1%uj=r7I0IB#;Ftqe!(j{Dy`f6cd@yw*g?MDsrbd;OEho&OouU;EE+L1?Bwimk6x z=kxrFU-|gi{^aMsWY>xW#!YR(;wphdH$XMw`BT%24~YH3s0@{Dz~=MShQI~V^J3a2x}j$ zG5pUU$N!%p*8h{}+t5e*B>pq>v;SvUxBMs9(^$Nb@M zTRwFGv1yrhf7V~=cd+LAQZTdB$92h<{^FCzpIzCoz3E!^@}HYeJni#XlCjjS&($I| zv59}7h_lFKuZ>QMXW7+!c(*Hi%2S49Xf1rIqpsVPal2(yG2iBO&CAZJIIc?i8jr;qI4~t)A&8=eX z>0VahW!<676UL}!8}ar0qk6A52NM^^`Om$nT2_>7D70Ag#Jby?EMMBFuhPm3&U^lQ z)pPq5OdItSr`=0y%eZAJ@?bTeYyQhPl`Hpy+AQy;_IWai)Zbt;DmmLXGxnhR4wod`0)Icv(z|}w-7e*oY9G7J!x8ao;~Vy!7V^C{FCP`J zeAWG*fzxmCp;zL36Z%t_m;Y8)biZ)*kj$aH__5ZbHZ(f;o?tn<3t0FjzMFJhOk@v%DN zZ6E4pDvC|Jl(&0gRi1pse})6@%zqbuSs$^UdD92~Bhj2sW*xis?wY4Xd3!*wy{(C^+e5N0d)z+jgtkVrM-9R7Z<9p zd?OO*niK)a?jj7~T|bil*~tIfHUEkBt<@-b?|A=zhVr@)k4TzKRddKUy{%1Ix%6yo^J#6a9KObY*yY@dxxnlqN;eUp?W%s$)h53qQ=luC_#?Ss{g5j^` z=+v`1IqUzvKlA+TqI>OV)mwER+a){o zU*E5#liW7D%g>TCY}86tx7$-Z>*3e6R^RSN&bt+%ni&;#vsJy$pQY;AUdf4D_A_lM zcVX{3vzqy4#{v17OuIC$PE!q89;WH4emVD?k1NMRRkyX0+ciyV^K17%-2bp&eNmV8 z^ZwOb8jBi0Sn`4YPZsb0lRuOj)bBped9akPukPNcQ)aUr*e7 zzkQjv;f_670s4g#3hcSQ8tu4wZh6Go-Sgtobrt;=SAWyWjQ`MEpTWQ3r+wzh+u!&5 zeEb<^-lwoH`pUeASKpos(_PG1+rNK*)v1eb^U|&+cqG@pR+?1!y`XBo*Xx>+6D9#` z>wC{?z5Vt1uXd{annblbmAUI?sUo&HF#;-1*ON{dN5d&bV!nAI?AhHP0^ln_d0FTNhnLU&?tvlL_OKe|CFze4O9& zc8~lr57(tzX0Lk^H@p3wefvGbn+8@yB?c`s2<28LkKaX{`=LZr|+q_@Ck3`>S&6 zy#IaMEB_+vqO0iV=QqHmN$EbWkGg%`%g^SQik{wldXL0Zk7Eq)+?N)Ggk8}-*Yfk> z&Ng*ke_{WdS8nWF8|z*@c}b1LmtbAzeel+Zx;LFcZF1d40|9o@Uy5X3?@=Lp;G?%BBD9`^< zyC}Az`p~yuv2P}vG|77tCFJ$#NZ$gve^W06x~jc+I7M<8M$qj z9TR@={!g*I`qy9ge_>g7ZRhfjMiT;EMU}ZUCLh)kHzYZ(CZEelo9wLwWk)8!}_$rj=&7Yd_IQBoo!s$W( z8TOz5&u}z+ez>TUaN(4#U(y$P>mChlnxkCu=i=)x;S-Wk)CKmI|7(l&{`a53{y&3g zgWGw z=vw@GM*Z_Y67?yM?I(YXe^&KZ^ohjv`WLBJ_P_u9pW$N&nr&at*nj@VW520z{>dNf zKik%Ied5X9|HbH4{P&;#8Gfunwdq&=Gx?wY8QA1+TAY9KC;aEU{jQa4ruTnImg@ih z^Pk~QD2h$B5U2CMnUnshPW#XK_(gk~rQZML*){#|zxsb#J;?Uh?QH*7f3W?VpYcz7 z(SPadFUC2dgo7KzmU@Ua@-c`1GuS^k{99e}&-||c493@AqtuxBNY?C(c$eN|HV7v)OK-l)yg9AeDwCsNdhxh*(nEHRtoho|l@2>a%>X!d!*x%NV z6n<|q{xh7v`rY7L#QR_D^*==F&%8$K6Bfk@UtIT9*2?q2)#sZ-XDoDKX)55WNPPV( zZ2upnTm64|rq_QzUH`FknNdY)Tvn)1`K|ghKV!_a0+vdAGXLzhRdn)y299lu|1&tN z-v9gQ{-0R+58YYzUyNe^Gu+qx&v5j*`IbZf8O}fb?)|6t-%kA}^;M=T*3AFmx>f#{ zq~3pq_tQY58vhwuq67akES&WI-_QJidi|NL{~6|=emDIm`*qbn{qIq2smEr`#kU6g zKmV+~^q)cD*OUDd|Gv1kXjA<|u`Bg2Qg;7m*cS~NfcPhv>;A9Jd;jmJ`+w}RT_*mo zUVm5o6Zx3wpX~QaT?z9?_HRl3A>9@K87`bG|IbhZnxl1xd!xSj^`w99-xo)9okVvx znzz2qi2wO#-^=<5wMFqK{(Z>~jI>7$oQr5-CwH0qKZE`ByZWE_*LnYxzt@{pk5p8z z$p@QX4-dCj`tAQ@uWYTA%ARd6c=zSRwTBhE6mBGm`n{7WJ|SxzzJBU&&6TT)pWR*@ z`+HuQ-R_mAD{j{vUwJX6{Ewp5`@ej@ra$@5@TaK%hg0eOU$S5IPyT24@w95*$?rC= z=k|&ouRkOVD&yX-tn>fRa9ra*LyJ17l&rrW^k@EmhQ7cz^9y#~z;Bq`$?x2Fj3UdV zdaSM@%P4{-Jt+xv%~M_sAEXOgn_8g=?<0im^Oybi(LVl@-Fw~t3?<87{!4Tf30J%` z`GK#5qUfRRQSVl_=54*o|2=Eo#=p*-{~45};vdd`DyXrj>yh1>$qP&+CQr~}G5X@) zcK;Le?0=wC>KOI%^^706{}~i4_rHF+|BL9lc{_{azn_}7|4E&D`#%w3{jpp)QSe&O1O(Q_ybB+j=*g>u&Zc z`FB@slYg}d|8q0hf7t$%5~xX38!redY=l`S8DiRpOb`UfiWD;t}{h#5)TF}VLdeF#AG`d&zEpMxT z`u_A+3&Z;VK~4(pbRPk2EG0wRI|dcxi3aPn+`JNB-8I_`PTQ z-%InC{{-3FUI1>p2S?qGxqBjc>-K5o%&N&w$K`g2oJ^jiDWw^>c%q+VL_+fmS8MB- zm{Z^OE!J3m7-fLtW$qu|wWkHj&FVKy{==_${sqU{%z)M554zJ#H-={ z>0J4MOR6Dzn-lVPJ$M@ZBHM2B998zys%hC=6IY6AST9)ArR4=~5I>AwTON97d(^A; z-&_47{w-|z&oHr9|HJuD9a92b3+2N=?RJrnX%~Ep3uX82@z=Rz5aJ@4roKV6{`Sp3 zS|5Fn?wIDBoO2}o^t9yN{~2V1?4xc?lUtkr@aX30qWy;xb>F_yxWC)NOFQ|g+?Ma{VSpW*7M%&l5iUOW2Dne4xcOY7YH#M%{J7b7BL z?w(k^a}vkQ6LLG4m)Zwh+G=YVxRuxH(-}*}dY%s^)f=x%%3M6DT^#MWYs;0LmQ#Pn z#=qP9pMhzvNMI1GH_b?D(r}I3vT^rr$?c7Is=mn2Tz==}^lvZXqSLvoCN{A@jn*+u z=PPB;`&M73e9P53K4`8;*w$sumBl%emrT&waf0W#{i!aAtQ~ESy>z$UP!BQ)pS*Fh zYwmxBL#DO=8EkX+zhCyBf$Q|XZIjNueEU=@)^O7DKDTVIA2M!oHdhlaeg4nTE~4#} zcd=Yy(YnlExp%+$2>xkqdQ+fv^?3VNjtM&iPxqa;^KU_*e?4R8O8!i)+;!jBqvphG zSIsmDn&7C=BX}h!Typ^^m4%|^!mwA%57z$_U0475>wktXEbCW3od2`>(_cTH@|)IO z8jJR=cmPfi8jBjZwC1f{m3hl|{jE~%8@fv8m_2@+{35sfMwsmOBl>K2d=&d*8w`Uj z&P?2;|M$x&_SX)wt|B+)s`jSzUcJ~BI^~JrD_$#bpB!eOUDl#54QABR3tQo}+15Im zu^yDwcdZlMbv?xX?y9QeUwPF3^kmkz)lYF*)TQ0=YXiuvYj#W-8!h%+U*>SG_ge+0 ze0f7m|A7^MURxiN7b<=6$FrDia-r%x4<>2-5K^+* zdZguVasSJJ(~tRCE8>Hud$e(i9%+g3=22{@FRIIZJ7?qhnDk5gCYk&+m~v_5iFs?k zr#}xqQXO+$P&1%()6P!O`n%b>{eoK^qA z^`;Dy8;pFb%a8nL;CflLzisLDEhiRw&q(_1FiC)6o=wVg*@`D}dy;m%Z~iCK_n#qX za@-ZCb@P|k*Zi#Cb%}9a?UbT=u7^h-zP@_IO*nJgmb%z~?%SuPNywPR2kn*EvE*xa zdCgs+uP^^IFub#qdpT{Nz@;z0v#%aoyT<#o{znb2==_WB@nviJZ}I=L*;4=OrT(X= z6PNb5s(02Iy!_sdjmaf94>Qe-bbD^Va2j z(s=ml(zy+v*ZuvuT>WWXw*I6|Hced`>*v}#!eZD~_~G_H4bT2Fte*xR@~?VkCtZJn zFaOui{J*T(%h$zR|NCkA`k(R>AO2@(6-c!Jc(3JTC-fC z@9I(ZdQp|98&~h$V(lCD(PTEur=+0bO{QkVZ&5>wxmw-a?0lL-8+BEUT5_Gus*I{>(?E%)Q)4x$!~%~uD$kF&3|=#c2J9E zP|be^!Tv|l5pPS4lo*3t`54|_w?DPrG;*DeNq59s&&c|HArb-p+~?(6lU|z_+v6mWAKdS+jaKLv`7@?Os5n>;9Di?1c)_1|UcP?D8p8_9b0*KF&Mmd{)UC3<{pa-ZP<55Zr&W4$qn>11Md@y8 zxXCe7*7mi!|3{IJo4F691=$5HVB*cs>QCqKF05EM&G-|O@yRc8TSe!-o4;E5kZ>8h zrc%%2E8&|vmxn%@k{KS5S-tURY5cY0s+R6I?*;5HE1I?ShLY`cSlo}!awIQo- z-JP&;f5w!_lG2my+E!dYnsn7QE^GbK^7`Ow%N{-0S;nQYXoHRxN|Caclt(D1NGpo9EmgIt;DUG-u$>YFatm=>?d z{MCD9yV-`BDUnTYCWfSLU^roM@>Q+&r3W95w?DYzwwP~X#`MH9O$qbO9$$HWeb$qG z`W4rX`(D!fqU|YG>-I`nq|whs<1l;qPL>CC_5p6^KBP%mk7&y9$1i;2An4hiESkz!;KY5RnWc`zm_umVD{m-EM z?$iD6UUl=IfyPE;54ws3urL0j{hwii>Gi)g^>0?k#3K!w=2mDQ*=D6T-*oSlaJ}<- zACf|qC75^0O+B9-9(eE7_3%Qrh-XvhI`cWG@2#rnx-d;>j_}p|AM@;l`NJfBT~(EK zee>_}-XF0=n=ncw)2>Lv@8Q|}=aqkkO}2xFf9mm%Zox}C4?ao{>#@A@pMfpY$ZYz9u)Y@! zA0wwGR2xb#e^v;eeBJTUdf_{-9ULas|DAW$uPj})f2IAUoxctn9C6yRSgP7J;^nCg zQ#G7|R)6%oyY8T?Ncg;}M$i~tjCSd|S3AO9#|HdoC|mhj{))l;PlikXN&X8I>e5)J z{OVAb#sdDlAG|e_E8?CVFZi6h&O7%%Lu$jpKZnDo{+R7{<;@@8(q!8;@2$@rvr)9m z(5Wv7zix7#tD@;Y!{Mq`_iq@e^loyyU*`J7{&C#m+>iBc*#&teyMH`8t}S;w=C3FF zm-R`a8c78omWS1>v+uI=S|=|%?eVHd23Phj$tu}9tN!WVygZxy1%K2lOqs+YOs=`J zd?^cJ`j^7>Y@hs(?T5_d*tT9W?LN`6e~<8?Z|jw|)u$vGw<>&aEt0eUc=vr5)2-wD zH%-3e9#XiOZrd&Y^3Uu3n{Z-6FSHCVg-0kM`<^r+u}henlIfmg&xX9xYk$ zySiq1=F9V<5BG6ht=Ih$FA|wG-BbH8vtelm({U|#Nrm#S>$)FJ@7Z!*? zaBP7R@uC{D{|pmk?tlGs{}!n3;l(&LepFlj%YmZdbC_rQ|0c&)n(!C{!3p@yOp~C*1E2l zq2_CEusZvUT8JO4B63;&bxpP^;i@qd*u{~7LU z|1DYrw*efc|LR`uNqCe|@^}Sz*=6&*ykI&)V1!bN6^&ir{;TJ8p&HTXV&- zIl=!lp;^B3>fE~IvZ`Pl(WmU+kTZOPf=#gdr!FfH*ArsEH?Q$`{m-D zA}{@xx(8+5ig>jrnq_mO+eghr>C}cV$D_`F=-spI=Q^{AQVUr-9!$P9-RmRs?L!;x zx?Nh;qpkUK8aP218wJefGN05270dkDXdNYy0lpyq+oAPJEMk z|D3ARpBNqF!mg^!@YhpqW9Da%&t8{K9G%2t@_Wv`%jAVnr{A) zQ}JhxOpG%8ee;RQ{PX$GUxsYWZ~3RO|7za*S^pV4bqlRe6`RcbIb;62>Z|cTg6FCK zXPEz1{@=fo{~3JsA0waS1&f}twt`m8^?ANce)KFk;JUy&tlCUjJFwG#{9 z)9vEUcirVR*Ly7i%?MyCv$>JV?8%%aDvAV4CD2+0V}2L3UT!~XCwRK)e}< z#jiZr_glTtRV4hX%w$7nS?#kSfvyZCbx3pPSJ$jZOh{y1Klyn7J@wcB-0wb}Ea0M| z04h?i7OcItYvI4Q!Po3pB-%eo_Woo1XOXH%V2t}!@R|ZcxlWY6Zm~Q{M_4cW-_PLd zfBH{+_|I^tBhXd!Kn`eBKwlK4st(>ce_73u%t{_GEKmi^}Us7qu0DvQYzeMKi5 zxUftPDCcB)@n^E6wKV7CQ5Y- z{v-XTijeby)rMleRa!n zOZBq-v*K!JMxWgMpJ74Ie}?ZD|1(J0%-;WtS7&Mby6UgLvwlK-N@BJBAFlX6 z6Y&@w_;uC1_@e&|3ja;{9Bp(=6{9< zLH`+^blpQZ^CHy!VCP3J>R%i3>G$-X?BCqPH~(iiu=GE}NzpxsAXtnNHk)0c;lcl= zr(Qq(KSQH8Xjv%2slh+05AVPA&A<5DdG(xDv!BtM8~BPRzV=&tzJ2~DR@lJPY4P5* z{+yOaS1*_AUi+tC+~nY;!&jHTS-1Y|x1~>?1^;JgQK-M*|DQqiKf`Y=`-dFzUxfcN zoUH$MYB!hm^ZnZj=bzdCL8AUY!^Fdx^(Om4!Qn3dpMk^SKf{9g|GfV*d<&^RBw+tS z{XfH`{|tYpmWc%Z-Q4pp^*=+y@jp$M{$)2z38;&iLo_f6VfqxV?Wa zg@%vCe}*4U?0;GQGkl8w&#-ARvbC!>Eb4zdC;hYjA2$0ZV$(l+|7T#D{+~gm@IS+c z7XDwH{~4a_|Id)>4zu+?!_DwSSNYo(=j)%v|KO=Vp{xIFIyhZE{?C9EQvJv_t~=Ca z4-K{d3=^W_&+3B{=kfmx$iXC!Y+-DxNPW&@`f2%=0+@GbpY9J3I70!-B8x|9-pwC)62flm9yw*r}**ZFyZ?D*xuJ{a@tv{%6>C8#I&k=GOYZ?Ca~_Z~M>iXw_fQ^Pv0z^5N@$ zrw;vR(0}xw;mpEsx#9nsukZhUyZ)m}NG-CJ@!*vFpW#6AKgYjQTmQu${m(Gdd2(Wk zRQ-N%ss+b>^KWhLKl{7?GZ?ks+#3IjKkh%n{oMZyM+1=z4z265+ZqgsdG>E%;y>%f z|KWG5NNv_~aHR9US)>2ypZ=dy@@ZG=U)WavXQ7U5{zw_7E zU%0vQKg0dwpqZ3^=dbU7k#prg!~4ho89tV7bd?7y7pPBv_@80=$29wIb$kCaIHxWD z&rmO4|DU0I@o)RM{|pN^2mfc--~XTC=(VFF^%+U_vp+cgo!|a1{^*SV4EUTA_;+E) zzx;#j-|FOl){7t_-p^GnrD@NqT;`Oe^CPJ z6fAr?`C^6y8>nY4BR*NqT#D;k#ryA_zy32!d^4HfrAoWk7hX-Ss`CF+ZT|cDPp+Nu zrrrN+_WEDi)c;*74%|I1p4TzCP*%b+?D^sIKbhctiNtGY{Qmz8h4a_c2R}DH|LD?x zhVA>Emn`bie#)-_s_H=_>r4;!fZ7*go1yKCWYjs0h73vl^Gx+8l;VH=u>Zw%`6Wt% zJ{AA&t8MbHd13ZHzU)=~B@1cR0-Q$OCB z*REcsqH)o^l#OBk9!`1wC8locxz|;8ixG-a2&cyqsH~;uIasH7m)>*}T=)}j#R}2&ECz@XS@S|$WQ?2kl)$@Fc zdFrJ0Y9vjGT6w$lZ_LM8*DmcbUzatJbIq2QOFF(3x6}uJ(Qzs_s}U-Po?=k#AS7v2BL$R*vJNz(=?FrLuR|c&!YxEqJ(YsyF*U$lXT{o$Oz&cjXup_#jnw#Cj2T^m)A z<5HO}TXJ);5@_7uCU|raH4zh;rde|$f0X@tbD@ZD-8+o^em|*6-N3#* ztEc{oh)BVQDXH~aZyzTjCEIrNiOzicG~%{InUl!#d%Lpjxm_l)@7!s$ z;vZ}5&Ocf85-VawLme2r7BJp!j`ePT9eg-sef-_0;ok1`amVUoTUNOVTzf7Vw&u(4 z+XrW7mrtm#UhwC<$Z3hX%hf!R2PPhx{DO1c^@zRw?w2Q@?DRb0ae0AgTjaFMN9r%n zt@`w|#eCb-N7|=m2Q=+YS1w)h%Irj3b~u;S#5U$nt4wcIltf_H;j>KvD+~ykQ>9v>D`jqk(FAt2I84~DPk)8l* zbRVophAmzU+q4I^ZaCHdlj!RB^uGTL74z5slskqz&8M+wdyVG9>(}>P2z!}(M74Oz z-8s+iRE14h>9uBx!n!l7!&*5kuatS5*t%`!?g_`U^L5^_c^zx*vn|k^bX+CKBxtd_ z(j21=2iY%lO|G|A5;KetZ(Azq`Rd+rHg4lSy*&$A-!0u=Jh|Rnp+57E?&XQC$5tve zow^s|^6jxseSp2y%18VXuR7QGingre-D4!ee42MZJIkcn+Ku7fyiRjP!}k7tJIQEm z&ylM~yxPR>y?gu5-G0rBUu_e$mcEf@uD#B#b>BJi>&@(adYi6pvD8_%acWvBi-B_1 zj(66Ne}zlO>{t=h@}Hqpd+}~|fuOx!_51sErauM^C>F~mPS!NBuV*awy_|0<$#v^c zg#NwcL;Wk)TB5G=-6bt4?(<ror*htat5{~p^%{9Ar5 zeg4s<{~7Y@+C5!G!cWNss%~&D7MRfL`?%1yt#aMD-$$fM1UZ!w3)KolEB^WxN!9My zy{GHO3FXgx=7MuV|0X-l_HRrRs(j@qu_`&YdS{xlWZU78mF-R0^{el$uB`bjQ_&H$ zGRScD^^KP@rPl6SGs)$`n*zIx+s|0SwI4~VZn!c_<412p$v5`x&u3lw5W3}l_Ous^ zb)0M)CSI9je`vwSC98gIS~O?IBgTC@)qi!pKYnGJzGj=Uz}~Og>e;dN@l(%a91T9Q z!#P{>R>`KhPB$cF`c3OQes#U7sZamUpiuaqAvXM{)RQmwe{$Tezn=0hY1etl{|qN& z>aU0XbK7)kc4eB@e}-$VN#Va;jr+RXyId!kX}v1qc*W~mTv=Wwsy@%Npf13#a@8wt zgHV=91q|!Xdt6#uvO0h3-KoY}@6v3AZ-mdB_F(m6nT4E12eZ{{?H_DjEEpxS=GN}| z7p@Ou^}JQ9Pp_YN*FfYy1J~D+e^&D!*}k%N<>n*BQW~yyJKq1CH9O|I+CE(#%dY#E zcmJ(Fv~l%v!{Y%VV%*#x)XVON|BJtNtVHAd+^Z{hzr3NbsOv-D0np4^6UrI`L{8p! zUKYH>z_w@m-+IJ+cJSj#9-p6{I5}^(pXQWcwslqhhn`oOR8M+$rtadEIsX|r)~O$j z|74UU|MkOvhI709TkAiu?fTEKzW?vk>~6$j{q@n}{~mk)dRJi~YpnI3;d=7^A2|yu z5;!*;MC)I!?3^p3 zs~H^ra_fJF)pJTVlzf!9^}TwZV2q597}X+9zL6Hf;%ctg`0TZtG80lS-bmy<7BVK4`7t zQ@IC%WuvsohVa#)wZbCcEzRr52gNHkWc(n zcX{&m_jNNLe_CDjB)|OO%SmVQ^rfb7-${|-KeQuP?%K25FqSs+dz&=X<;&Suep$a@ zedxobeshw~KKuH+pQ+chv)60Vbp1(}-<#G<7Az39u#COmHi{x&=?v!G)GVV6{20g_B?0Bw9kjH`+Qh2>z+^L zhK&bu%Go!rvC>*-89Zr9?98cICa(`(Ua@ZGtCJs%Jq%Od=(o)Hy+BcZ-uss^(|c-C z%h$Vq^H}s-cZQ{gw9b=~JGHj^=N4TF_l+sd+W2(xh0hyqs`2v%-*U2AyY78*{=ulF z^Lp32uZTNt(kW#SDAZJ6F4*^^Ol|l3ACXn!e|}}fe}8NLW7nrF&A?-!i{&D6UxXQ} zA5PY)_F8%G+P&jz{xcjpePRFe%b?|ynV_{@^L`u-ZjSgUdTnveq$NRbZmBRB9AdRR zXnQmz(6uHt>f_UShYzMom6t^XWk4@#6cUY^{|m|;#;esX<gv#e&{7g^Y|cJA(W zTPdHyAADQSoK`-q?5QkPW|>r7KPy$_4!zpo?_BFQWLxu zua+r2V7l`WZ{FpA4Fb+Gr*0oky~23^!gX6$U!Kw|k#sk)r}KXCl_Xng?!B1qJ4?Iz zNBYdjN#;CGeHH5#{}Y;P|F7b1J!p{qcwqE{;v7FVK9St?b*r9)9S&aeUU}nx2A7uQ z{{I=~na6)W^`D_P;YW8sd*EKr1(Bj*21_g$o~wMb`#RG#&e-Z`vSzi`+UQ!*ZK67= zRzc7D9=eKzPXh02fpi|~5uJzB{qLsywLhb=sOyO}XstWn_JeV%8!wjpT>Ea(&a%q# zW}%f52V_rtSyvsktM7Z*uH79*$4%C}k|<)deKl9~qK(gUKa+Wk|^79#f?|C@=k8AeH$J_!l`>s8le{oym&nMSKUCSdzcgbJJzuFbs z{L|I{UH!$%OJmW#fKN@JacvboZk#KVenVF#eVgpzT08l_ud8|S!{>h*(_pjr8(yRF zkN;=basHb9%Fi>Of6T1EeShJlKv&UE?NdOjxQq+paF1u-gpOx#oc5n#S1`0sHQ^no zud0{cX#Ye||8I@_U)IboNFBQCsruim=574zuPy(lDsIwWzNRjXbwx-6&@A;@i@LPm zobNL=ng8Qk{`d2rM2oi62tN2}!SO=+WmWFT1Bt_XE?NJ{=YU$`wtTT z89tWOqw-SE|D66v{l1^)@^G(sSLIoXuGu+T>>M z3cB?A#MfEcr}l6C>i>)5UVZ)jZ~qyj?4dj`=jZ)59rfp*e)o9s@8p^K=jZ?V%73;E z>-x0*ZEf(sCiD5<|L#B5kIaTDx8GDO|MT;IhRN=K&WA4Av-)>@$bW_fz0d#tXUPA! z7>%bS4_evF|E7M<@qab{8J=AH&tQBtW4+eD>sRexC|CYxsK5Ou1C?{4{m;MnlIGv) zhW{Dn+y6AFKl3#T;SsRYQT$=QNfEs8Rso+k>XH0Ji9g8oMm@+MH;~$i$ra_E^ZuQD z)*U$Mrb}y?)+Bz0=PSOhwg2Jv?mxo|bNjy^>VK^IB@-)Ev{vnv>iV?grsIAR6|TW~ zr>oZ+WogNysIz}44VrMd^Pl1S!T$`8R?mL*W&iU>zh_?kyV(Bcmw!Jd2i6DtXEdX4`N532VyEy;PulgF#6)WmdO$CkT z=e_^eT>PKmK09c58Dhzd`i%4cYVG%_TnVxN&<3GUwii}(D0hMIc$e_H)0VP?19`(K^@&h~FT{~4ZN z{{6_;=Y#s6Ce{B8>zhII`Njyn^8d7^AGjyE``VV7c?+&R-w-+4F56#sNqCCX)?e$kS!rq6|8UqU|4SOQR6gKx{l`=G51FpizsTAB zpJBf*XjS&VGxg{8Jxlz%n*V8iqpGOHG?{~YAIhFp}ri4s3^idEC{5#`6!`#|4 z_FEJGtp8xMt4m}30vqGW_hcOvW=XHD)sHtZkNRAk|2_Rx|B{FHKPA?GIQ_{9RB=9k z1)2?JESy|rAUC9{v-9LqQ;`GpT%D%Gs?*@G4Ggs&{Uq|i{bwF!e8x;C-=!Mm(y6Z^3|!0Lw6$w8*e+6jdl~q)Ai*U>x_xya}(}S{Iiao_AI;mg_Vb;q z-}q|UGSm96MJw<0e^LG^mo2v$vbZ_dYpd0T;N>cpUo~}YUVbA!OK3}&Sh#tS*1MD@ zwIcR)3@`n!n5^~p3(0l%+q0R^!`X&c?oH`2catKoJJ&Actu@v2ORc*e{(F7>f#t3u zA=AKXp95VP%H@!!OqwRow&l-`Ycv1*sBZbQ3i}7n7c>@iJ+pEG2Z+|Q*~{)_8HsLf z*$}_yc&mJ{pTU&-I-xg>rX;LaPYGVM{mF-UD^~9G-97)^>N)=wa2?sv7F{_@a&g9! z;HEW}qD#F*GiwSnx=LSO{h=~bRwOV|s&%rQwyXK#`ZX_p)g0pf8+PbY(C#Mxf{r6q z59ZAYV11<}t-U+?b?J^xJKLU#sc% zdg$-^H)RL=PfNAk-Yxe-C;P>$6U~R^FA^2>b&JX|8 zWk0f>2VDLty)rL1(dfix)|*NzPA4!>Ka!+4ir^`xEzZZQtxAu`lYwCh7d@z2c_HG^Zo5jqiOC=Ycr5Z7eL>r2Zh0`tLwypzPhsrxgDRmPR9s54 zJ2`(nm%p@d`Y}1K5BrwtP2>^M?&R1pO~RSs$)DS|EtBW%IKQ-3CG%6F=F;Gaw$bm- zpIhGXZRa|rpari@7sU!i@Bj4GGG6qL>!m-=40T9R1d)qQGcVaq^ti#}l>{M+@(>|FM+)w^VKK ziq=?rzn`D}Gn6i2w)w5`BzHn^=dXFo|1+$O`pN#NnD zOXns&kNy4G&;Qh)Yw@Znm8>Fx@m6(B7`bNhR9n${9QkE0(=pe}Hmb5m1lzP3Cd;j< zdj8RVY2{z6Lno^*pPKz`lJ~0n8=s|3`&O90`1a0TEMuUn>je@!bk{s!)YMt>t8f4E zud8o`|EX7wzs3B<&i__X+28kMX9w7Pg|cgBJEkBIIo<^|Z zAMCUN#9;$#7rxv2%=^l#I`01rC+#=?XIMAszXHRHwB1&ZLHk``LST_o@xoG|!9VB8 z=Vh%K*H6wbk&*ja_0cx^p?#PB*XZ5P_FwXj@%uFAtXf@~`tNyPICf9&DUsxVePUI| ziZ0QR1O@|!FYCD`A5zz?H(`7k66nedp0m+d)WG#~;jZhKzJ7KtU2ksopP{U7#V(wm)rIqUP1KCezANp=)-99_FC_4YQ4jcb7sXgnD+%j99{wRC3 zh1*-LHa{)=6Zk2#;K!Tovf+YlOW!I7FMV_QKZE}3;=;$Z z><_IEt`OLCaM>mc^~IYeh<{cHH~sLR;pjfW4IfO`OI$)NpRq zo;;&DKmT6e_U--Me^T@QKKz^h@b0;d`E0#>bGEoT5T*kkx*?ZcU_50^bzwDe+hao2V}KgnKIc5}a5 zr+zJ8H~sg%&n=*H6wdE~#hZ2ic;JurIqho4k21Gvlx|i0`N4koInVw_+7}KaXMJsJT|x4S zkd>#cs&?$YaUSQ93D6T0v?Og3lY|X#-7zx$Wp=^dX4bRPxj~OZb_n^lhCUQ13H)ce zd8IS2Q^`ZUbY)h*eM)<>{A^aKa%n8uGx^%&XeFn5_QsnP>W_3=KKUkRmuIWYu|B-Q zt>@13N%FH!eVjJ?(Ql5m{aq@1O3D)1=U1pbNwzpFQ?`CdHtx;tTYJ6tdKOyxH-*Ki zh;N8DzVn|UQQ~Q6{FZ+Gy87qy-t9bZu|8p4{ljmar4Qe8-=3_lCCn0NUS={mLEUk3 zgO;e`v$ogq-q+9aUfXl$_TQVo7QeLc|L3Ot$LP-l(B%8hUk#w$Ynpcm9GFxkaUXR0 z(98#u_m?V9PEoR&yrN8avWl|Ni8JV3)jF@GK4^Xua|1%#ZvuJNqCL*_jhI^RGP#?oq|L6NFzkRDIB@pM0?5!DPis z`TEToizatX+U)97)VwEl{j_!jb?VQTH^KfQHZVq~U&q$~W zY<%e|Qms{g3bdr|>#F|@pFhR_5dP0#aNtY*V&+R-8Zf(>Ux)r@c>ZMn2lao6jW6BU zmx=_wS^1wq3$$MD+Uoxd=TFu@@c(ld;=;u@ga3to*Z;)7HvB)s{7L^A4$S}A#=cZS zZc3p0rsaQDzl(n&AGQ8JgT3m1hDQ6(>P?^C-Q{vDwej-v@Z{?G^)aYEGt0jIivXy< zb@rc0pzr18t4qHts|IDe+`lJ(E2{r53#e=MxxN>LBNF&#A=q&HO#5f`)&Cg`{$09K z|3b0+KSTZOKN%>TMg6J#kns36`Ct0?{h#^Y>bn1H60iUM6Et|D>;A7E%IVVh769=L zHB2SmP=vz?yOlUoH(&XxtUPntGzb56jIR$Y>dF#~R*G4wd(-~gzuo^C z9M^(U)cim78UOBIuYX~>vi?Eve}-O>;7tPc`LFkXk-D<~gXVvRWBqUcmj7#xn*NW~ z{>MdEF$ekEzuy04+p7PEtN!ES-}SNo85UdvE&KETXAXh!efa<11OO|}B?15d -- GitLab From 49f2913857a10596bac44bca6ad4dc46a8cce137 Mon Sep 17 00:00:00 2001 From: natan Date: Sun, 8 Jan 2023 21:01:55 +0200 Subject: [PATCH 14/21] Creating game_turn model and implementing it in the algorithm --- Algorithms/Expectimax/Expectimax.py | 61 +++++++++--------- Algorithms/Expectimax/Maximaizer/Maximaize.py | 60 +++++++++-------- Algorithms/Expectimax/Minimaizer/Minimaize.py | 59 +++++++++-------- Game_and_Graphics.py | 28 ++++---- Main.py | 15 +++-- Models/State.py | 11 ++-- Models/board.py | 4 +- Models/game_turn.py | 52 +++++++++++++++ Pictures/Screenshot.jpeg | Bin 32124 -> 30968 bytes 9 files changed, 180 insertions(+), 110 deletions(-) create mode 100644 Models/game_turn.py diff --git a/Algorithms/Expectimax/Expectimax.py b/Algorithms/Expectimax/Expectimax.py index 326d103..be91a09 100644 --- a/Algorithms/Expectimax/Expectimax.py +++ b/Algorithms/Expectimax/Expectimax.py @@ -2,47 +2,45 @@ from numpy import multiply, ones from Game_and_Graphics import BOARD_SIZE from Models.board import Board +from Models.game_turn import GameTurn # Expectimax Algorithm With Optional Alpha-Beta Pruning and Transposition Table -def get_state_statistics(state, max_or_min, watched_boards): - """Check the final game_state from the search tree. If the game_state is losing one, +def get_state_statistics(game_turn, max_or_min): + """Check the final state from the search tree. If the state is losing one, the function will return infinity and statistics, and if it just got to the maximum depth, - the function will return the game_state with its heuristic value and statistics.""" + the function will return the state with its heuristic value and statistics.""" - def handle_losing_state(state): - losing_statistics = (state, float("-inf" if max_or_min == "MAX" else "inf"), []) + def handle_losing_state(game_turn): + game_turn.set_watched_boards([]) + losing_statistics = game_turn, float("-inf" if max_or_min == "MAX" else "inf") return losing_statistics - def handle_leaf_state(state): - if state.is_transposition_table(): - watched_boards.append(Board(state.board())) + def handle_leaf_state(game_turn): + if game_turn.state().is_transposition_table(): + game_turn.add_watched_board(Board(game_turn.state().board())) - state_statistics = state, heuristic(state), watched_boards + state_statistics = game_turn, heuristic(game_turn.state()) return state_statistics - if state.is_lose(): - return handle_losing_state(state) + if game_turn.state().is_lose(): + return handle_losing_state(game_turn) - if state.depth() == 0: - return handle_leaf_state(state) + if game_turn.state().depth() == 0: + return handle_leaf_state(game_turn) def get_different_from_state_direction_boards(state): - """The function checks if the possible direction boards from the given game_state are possible (if - everyone is different from the given game_state). It returns a list of the possible direction + """The function checks if the possible direction boards from the given state are possible (if + everyone is different from the given state). It returns a list of the possible direction boards.""" - # [print("any score: ", board.score()) for board in game_state.get_direction_boards()] - possible_direction_boards = list(filter(lambda board: not board.is_lose(), state.get_direction_boards())) - # [print("possible score: ", board.score()) for board in possible_direction_boards] - def is_different_from_state(board): return state.get_board_object() != board @@ -52,34 +50,37 @@ def get_different_from_state_direction_boards(state): return different_from_state_direction_boards -def next_move(game_state, watched_boards): - """The function checks what is the best next move from the given game_state. It uses the Maximize - function in order to do that, and returns the best game_state with the number of nodes_amount - developed and the boards the function visited. If the best game_state is a losing one, +def next_move(state, watched_boards): + """The function checks what is the best next move from the given state. It uses the Maximize + function in order to do that, and returns the best state with the number of nodes_amount + developed and the boards the function visited. If the best state is a losing one, it will return "LOSE".""" from Algorithms.Expectimax.Maximaizer.Maximaize import maximize def handle_lose(): return "LOSE", None - if game_state.is_lose(): + if state.is_lose(): return handle_lose() + game_turn = GameTurn(state=state, alpha=float("-inf"), beta=float("inf"), + watched_boards=watched_boards) + try: - next_state, watched_boards, _ = maximize(game_state, float("-inf"), float("inf"), - watched_boards) + game_turn, _ = maximize(game_turn) - return next_state, watched_boards - except ValueError: + return game_turn.state(), game_turn.watched_boards() + except ValueError as e: + print(e) return handle_lose() def heuristic(state): - """The function evaluates how good the given game_state is. It uses 4 parameters to determinate + """The function evaluates how good the given state is. It uses 4 parameters to determinate it: 1) The highest value on the item. 2) The average of the empty tiles taking into account the average of the valuable tiles. 3) The row or column growth. 4) The best merge. The function return a number (according to the given weights, if given) that represents the value - of the game_state.""" + of the state.""" w = ones([4], dtype=int) if state.weights() is None else state.weights() board = state.board() diff --git a/Algorithms/Expectimax/Maximaizer/Maximaize.py b/Algorithms/Expectimax/Maximaizer/Maximaize.py index fc0212a..4a4b4e6 100644 --- a/Algorithms/Expectimax/Maximaizer/Maximaize.py +++ b/Algorithms/Expectimax/Maximaizer/Maximaize.py @@ -5,63 +5,67 @@ from Algorithms.Expectimax.Expectimax import get_state_statistics, \ from Algorithms.Expectimax.Minimaizer.Minimaize import minimize from Models.State import State from Models.board import Board +from Models.game_turn import GameTurn -def loop_direction_children(game_state, direction_boards, alpha, beta, watched_boards): +def loop_direction_children(game_turn, direction_boards): """The function goes over each child node of the random tile node (an item after a swipe to each possible direction). It continues the recursive loop ot the algorithm, and returns the item with the highest value and statistics.""" best_direction_board = choice(direction_boards) - best_state = State(board=best_direction_board, nodes=game_state.nodes()) + best_game_turn = GameTurn(game_turn=game_turn, state=State(state=game_turn.state(), + board=best_direction_board)) best_value = float("-inf") for direction_board in direction_boards: - best_state.add_node() - direction_state = State(state=game_state, depth=game_state.depth() - 1, - board=direction_board, nodes=best_state.nodes()) + best_game_turn.add_node() + # print("BEFORE", best_game_turn.state().nodes()) + state = State(state=best_game_turn.state(), board=direction_board, + depth=best_game_turn.state().depth() - 1) + # print("STATE", state.nodes()) + direction_game_turn = GameTurn(game_turn=game_turn, state=state) + # print("AFTER", direction_game_turn.state().nodes()) - min_state, min_value, watched_boards = minimize(direction_state, alpha, beta, - watched_boards) - best_state.set_nodes(min_state.nodes()) + min_game_turn, min_value = minimize(direction_game_turn) + best_game_turn.set_nodes(min_game_turn.state().nodes()) if min_value > best_value: - if not game_state.is_transposition_table(): + if not best_game_turn.state().is_transposition_table(): best_direction_board, best_value = direction_board, min_value - best_state.set_board(best_direction_board) - elif direction_board not in watched_boards: + best_game_turn.set_board(best_direction_board) + elif direction_board not in best_game_turn.watched_boards(): best_direction_board, best_value = direction_board, min_value - best_state.set_board(best_direction_board) - watched_boards.append(Board(best_direction_board)) + best_game_turn.set_board(best_direction_board) + best_game_turn.add_watched_board(Board(best_direction_board)) - if game_state.is_alpha_beta() and alpha < best_value < beta: - alpha = best_value + if best_game_turn.state().is_alpha_beta() and best_value < best_game_turn.beta(): + best_game_turn.set_alpha(max(best_value, best_game_turn.alpha())) + # print(best_game_turn.state().nodes()) - return best_state, watched_boards + return best_game_turn, best_value -def maximize(game_state, alpha, beta, watched_boards): - """The function checks if the given game_state is a final game_state, checks what are its +def maximize(game_turn): + """The function checks if the given state is a final state, checks what are its possible direction boards, and loops over them. It returns the item with the highest value and statistics.""" - # Check for final states: - state_statistics = get_state_statistics(game_state, "MAX", watched_boards) + state_statistics = get_state_statistics(game_turn, "MAX") if state_statistics is not None: return state_statistics - # Check every child of this game_state - if swipe to his direction doesn't result in the same - # game_state, meaning tiles can be moved in this direction, the child will be added to the final + # Check every child of this state - if swipe to his direction doesn't result in the same + # state, meaning tiles can be moved in this direction, the child will be added to the final # direction boards list. - different_from_state_direction_boards = get_different_from_state_direction_boards(game_state) + different_from_state_direction_boards = \ + get_different_from_state_direction_boards(game_turn.state()) if not different_from_state_direction_boards: return different_from_state_direction_boards - # Loop through every final child (direction) of the game_state. If the child's item isn't + # Loop through every final child (direction) of the state. If the child's item isn't # full, the Minimize function is called and the value of the child is returned recursively. - next_state, watched_boards = \ - loop_direction_children(game_state, different_from_state_direction_boards, alpha, beta, - watched_boards) + game_turn, max_value = loop_direction_children(game_turn, different_from_state_direction_boards) - return next_state, watched_boards, None + return game_turn, max_value diff --git a/Algorithms/Expectimax/Minimaizer/Minimaize.py b/Algorithms/Expectimax/Minimaizer/Minimaize.py index c43aad5..6279828 100644 --- a/Algorithms/Expectimax/Minimaizer/Minimaize.py +++ b/Algorithms/Expectimax/Minimaizer/Minimaize.py @@ -1,8 +1,9 @@ from Models.State import State from Models.board import Board +from Models.game_turn import GameTurn -def loop_random_tile_children(game_state, alpha, beta, watched_boards): +def loop_random_tile_children(game_turn): """The function goes over each child node of the direction node (2 or 4 tile in each empty space on the item). It continues the recursive loop of the algorithm, and returns the item with the lowest value and statistics.""" @@ -12,45 +13,47 @@ def loop_random_tile_children(game_state, alpha, beta, watched_boards): worst_value = float("inf") worst_score = None - for index, tile_board in enumerate(game_state.make_random_tile_boards()): - game_state.add_node() - - rand_tile_state = State(state=game_state, depth=game_state.depth() - 1, board=tile_board) - max_state, value, watched_boards = maximize(rand_tile_state, alpha, beta, watched_boards) - value *= 0.9 if index % 2 == 0 else 0.1 - game_state.set_nodes(max_state.nodes()) - - if value < worst_value: - if game_state.is_transposition_table(): - if tile_board not in watched_boards: - worst_tile_board, worst_value, worst_score = tile_board, value, \ - max_state.score() - watched_boards.append(Board(worst_tile_board)) + for index, tile_board in enumerate(game_turn.state().make_random_tile_boards()): + game_turn.add_node() + + rand_tile_game_turn = GameTurn(game_turn=game_turn, + state=State(state=game_turn.state(), + depth=game_turn.state().depth() - 1, + board=tile_board)) + max_game_turn, max_value = maximize(rand_tile_game_turn) + max_value *= 0.9 if index % 2 == 0 else 0.1 + game_turn.set_nodes(max_game_turn.state().nodes()) + + if max_value < worst_value: + if game_turn.state().is_transposition_table(): + if tile_board not in game_turn.watched_boards(): + worst_tile_board, worst_value, worst_score = \ + tile_board, max_value, max_game_turn.state().score() + game_turn.add_watched_board(Board(worst_tile_board)) else: - worst_tile_board, worst_value, worst_score = tile_board, value, max_state.score() + worst_tile_board, worst_value, worst_score = \ + tile_board, max_value, max_game_turn.state().score() - if game_state.is_alpha_beta() and alpha < worst_value < beta: - beta = worst_value + if game_turn.state().is_alpha_beta() and game_turn.alpha() < worst_value: + game_turn.set_beta(min(worst_value, game_turn.beta())) - return alpha, beta, Board(worst_tile_board, worst_score), worst_value, game_state.nodes(), \ - watched_boards + return State(board=Board(worst_tile_board, worst_score), nodes=game_turn.state().nodes()), \ + worst_value -def minimize(game_state, alpha, beta, watched_boards): - """The function checks if the given game_state is a final game_state, loops over its children +def minimize(game_turn): + """The function checks if the given state is a final state, loops over its children and returns the item with the lowest value and statistics.""" from Algorithms.Expectimax.Expectimax import get_state_statistics - # Check for final states: - statistics = get_state_statistics(game_state, "MIN", watched_boards) + statistics = get_state_statistics(game_turn, "MIN") if statistics is not None: return statistics - # Loop through every child (2 or 4 tile in every possible location) of the game_state. If the + # Loop through every child (2 or 4 tile in every possible location) of the state. If the # child's item isn't full, the Maximize function is called and the value of the child is # returned recursively. - alpha, beta, worst_tile_board, worst_value, nodes, watched_boards = \ - loop_random_tile_children(game_state, alpha, beta, watched_boards) + worst_tile_state, worst_value = loop_random_tile_children(game_turn) - return State(game_state, board=worst_tile_board, nodes=nodes), worst_value, watched_boards + return GameTurn(game_turn=game_turn, state=worst_tile_state), worst_value diff --git a/Game_and_Graphics.py b/Game_and_Graphics.py index 0d348d2..a1c15ac 100644 --- a/Game_and_Graphics.py +++ b/Game_and_Graphics.py @@ -48,7 +48,7 @@ TILE_COLOR_DICT = { def merge(board): - """The function merges the game_state to the left.""" + """The function merges the state to the left.""" from Models.board import Board new_board = Board(board=board.board(), score=board.score()) @@ -67,7 +67,7 @@ def merge(board): def swipe_left(board): - """The function swipes and merges the game_state to the left.""" + """The function swipes and merges the state to the left.""" new_board = merge(board) for row in range(BOARD_SIZE): @@ -88,24 +88,24 @@ def swipe_left(board): return merge(new_board) if new_board.score() == board.score() else new_board -# def swipe(game_state, direction): -# """The function swipes the game_state to the given direction.""" +# def swipe(state, direction): +# """The function swipes the state to the given direction.""" # if direction == "UP": -# game_state.set_board(np.transpose(game_state.board())) -# game_state = swipe_left(game_state) -# game_state.set_board(np.transpose(game_state.board())) +# state.set_board(np.transpose(state.board())) +# state = swipe_left(state) +# state.set_board(np.transpose(state.board())) # # elif direction == "DOWN": -# game_state.set_board([np.transpose(game_state.board())[i][::-1] for i in range(BOARD_SIZE)]) -# game_state = swipe_left(game_state) -# game_state.set_board(np.transpose(np.array([game_state.board()[i][::-1] for i in range(BOARD_SIZE)]))) +# state.set_board([np.transpose(state.board())[i][::-1] for i in range(BOARD_SIZE)]) +# state = swipe_left(state) +# state.set_board(np.transpose(np.array([state.board()[i][::-1] for i in range(BOARD_SIZE)]))) # # elif direction == "RIGHT": -# game_state.set_board([game_state.board()[i][::-1] for i in range(BOARD_SIZE)]) -# game_state = swipe_left(game_state) -# game_state.set_board([game_state.board()[i][::-1] for i in range(BOARD_SIZE)]) +# state.set_board([state.board()[i][::-1] for i in range(BOARD_SIZE)]) +# state = swipe_left(state) +# state.set_board([state.board()[i][::-1] for i in range(BOARD_SIZE)]) # -# return game_state +# return state def draw_best_weights(weights, best=None): diff --git a/Main.py b/Main.py index f77a2de..3b894c5 100644 --- a/Main.py +++ b/Main.py @@ -1,7 +1,7 @@ from enum import Enum from Algorithms.Expectimax.Expectimax import next_move -from Algorithms.Genetic.GeneticAlgorithm import find_best_weights, prepare_board, sleep, \ +from Algorithms.Genetic.GeneticAlgorithm import find_best_weights, sleep, \ write_statistics_to_excel_file from Game_and_Graphics import screen from Menu import game_over_screen @@ -30,9 +30,16 @@ def play_game(alg, depth, alpha_beta, transposition_table, weights=None): game_state = State(depth=depth, is_alpha_beta=alpha_beta, weights=weights, is_transposition_table=transposition_table) - prepare_board(game_state, weights=weights, best=best) + # prepare_board(game_state, weights=weights, best=best) + board = Board() + board.update_cell(0, 0, 4) + board.update_cell(1, 1, 4) + board.update_cell(2, 2, 4) + board.update_cell(3, 3, 4) + game_state.set_board(board) + end = False - watched_boards = [] if transposition_table else None + watched_boards = [] while not end: if find_quit_event(): @@ -50,7 +57,7 @@ def play_game(alg, depth, alpha_beta, transposition_table, weights=None): game_state.set_board(next_state.board(), next_state.score()) game_state.set_nodes(next_state.nodes()) - # print(game_state.nodes()) + print(game_state.nodes()) if game_state.sum_empty_tiles() != 16: REFRESH_RATE = 0 # .05 diff --git a/Models/State.py b/Models/State.py index 205f5bf..398cfe8 100644 --- a/Models/State.py +++ b/Models/State.py @@ -12,7 +12,7 @@ from Utils.Helpers import flatmap class State: def __init__(self, state=None, depth=None, is_alpha_beta=None, is_transposition_table=None, - board=None, score=None, weights=None, nodes=0): + board=None, score=None, weights=None, nodes=None): """The function creates a State object. Each attribute can be given, or made by the function.""" from Models.board import Board @@ -41,7 +41,10 @@ class State: return self.__nodes def add_node(self): - self.__nodes += 1 + if self.__nodes is None: + self.__nodes = 1 + else: + self.__nodes += 1 def set_nodes(self, nodes): self.__nodes = nodes @@ -262,7 +265,7 @@ class State: return tile_dict def __eq__(self, other): - """The function checks if the game_state is equal to the other_board game_state or item. + """The function checks if the state is equal to the other_board state or item. :return True if it tha same, else False.""" for i in range(BOARD_SIZE): for j in range(BOARD_SIZE): @@ -273,7 +276,7 @@ class State: return True def __str__(self): - """The function prints the game_state.""" + """The function prints the state.""" print("--------------------------\n\t-----------------") for row in range(BOARD_SIZE): print("\t", end="") diff --git a/Models/board.py b/Models/board.py index eeac165..deb1b08 100644 --- a/Models/board.py +++ b/Models/board.py @@ -48,7 +48,7 @@ class Board: display.flip() def __eq__(self, other): - """The function checks if the game_state is equal to the other_board game_state or item. + """The function checks if the state is equal to the other_board state or item. :return True if it tha same, else False.""" for i in range(BOARD_SIZE): for j in range(BOARD_SIZE): @@ -58,7 +58,7 @@ class Board: return True def __str__(self): - """The function prints the game_state.""" + """The function prints the state.""" print("--------------------------\n\t-----------------") for row in range(BOARD_SIZE): diff --git a/Models/game_turn.py b/Models/game_turn.py new file mode 100644 index 0000000..6554329 --- /dev/null +++ b/Models/game_turn.py @@ -0,0 +1,52 @@ +class GameTurn: + def __init__(self, game_turn=None, state=None, alpha=None, beta=None, watched_boards=None): + if game_turn is not None: + self.__state = game_turn.state() if state is None else state + self.__alpha = game_turn.alpha() if alpha is None else alpha + self.__beta = game_turn.beta() if beta is None else beta + self.__watched_boards = game_turn.watched_boards() if watched_boards is None else watched_boards + else: + self.__state = state + self.__alpha = alpha + self.__beta = beta + self.__watched_boards = watched_boards if watched_boards is not None else [] + + def state(self): + return self.__state + + def alpha(self): + return self.__alpha + + def beta(self): + return self.__beta + + def watched_boards(self): + return self.__watched_boards + + def set_state(self, state): + self.__state = state + + def set_alpha(self, alpha): + self.__alpha = alpha + + def set_beta(self, beta): + self.__beta = beta + + def set_watched_boards(self, watched_boards): + self.__watched_boards = watched_boards + + def add_watched_board(self, watched_board): + self.__watched_boards.append(watched_board) + + def add_node(self): + self.__state.add_node() + + def set_nodes(self, nodes): + self.__state.set_nodes(nodes) + + def set_board(self, board): + self.__state.set_board(board) + + def __str__(self): + print(self.__state) + return f"\n{self.__alpha}\n{self.__beta}\n{len(self.__watched_boards)}" diff --git a/Pictures/Screenshot.jpeg b/Pictures/Screenshot.jpeg index 2ec67ef89b3dba012143fb172b2e91c826dc401d..f3c4a82ea1641f951eef821ef107e3476b22f798 100644 GIT binary patch literal 30968 zcmex=$<%PwSRFvdYWaQ-KK!z}~va+(XvGZ|o z@X3h?ipY@+{vTiv|EDQ{cwTw*63@n1ILW+itY{G$w>`H|qMvW5}awt1(JSZA; z@q>zSQc)8pmzcPOq?D?fx`w8fiK&^ng{76Vi>sTvho@I?NN8AiL}XNQN@`kqMrKxV zNoiSmMP*fUOKV$uM`zch$y26In?7UatVN5LEM2yI#mZHiHgDOwZTpU$yAB;ba`f2o z6DLnyx_ss8wd*%--g@}x@sp>|p1*kc>f@)+U%r0({^RE_kiQrin8CgR5fG1|`Ad+2 ziIItgg_(sNL#Nz~4os{_Ry;>bO1x z-CnojgUE)r(JzBC^6x7IG%GF}B}LyxDj{c_Ukc>5KJ~?X&!E z^}Rnd>+AideX`wUSJp}#uV3ZW{#_ggEOW$UlhL%ZXiocxj(fjPJS^%lx$-c`jo5 zba{>#3q!o@)lL3M+VAIDeY+fZ`R!J2?v8i4dW#|#%rc%jQG#g=e}N-ggZiR<`hS<$ zXX}PtkK6rW`=Ot?585u?lJ3o192pfZW6)w2qVXhO;rTW;&X3XcBL6N~9o_!z>9n;U z&0bw>`&gKfZ+E^we)5y!P#0Z4c>mVv|(lO8)T`>-VaD43Sg& zp<4WyS1fYvrQZ(IzTKVrQAH;)?U=h;*kk1#3;3>e{n_@xyxY$5$NeMM?n!^x-*1y% zzv@nVM#6uFmcESbEJ1HS+pJp5wd7NE_|p1ATmEjUf1&!={*TV%{|rxNG5r45_2c)q z>JR2`4VTm;T-YivfA7aUf8Imszq9WCn5nl&;h=)=Ma~=B&jtVR!C&Kf*t(dK_~($o%TM=h3qEXQZd9mZs^s7p&?jyfBCP+CGCH^&b{LmOuVF z`n=f5M;y<#d)_iEUvuA!WfPCk##O5mc=`^yJ6>pD{N?Fdms?}^WAaDk2mD9FKV0uv zzg}&_rd<)GzFL`QF3gzCex_UfY3>?Xug5m&%3Xg|+`=7RIcxJYS$8o+X)Kv|$t1lj z)Rkqk;Q{6=7nm-_Gyci?yQ)qxrpDn)|KYXuzl{%zZK|DhwY5c83s=?WJye;0vQPJ*YHHv%(@+TpK30aRt)d^? zmVQ+KcG%bLsqU8d5;MZm1>b%sNy$BVjQ{4&M=S3C3H!VLjn49Y`?i0~UAuNqn&)!*EI-2Rw<{6B-_n=Sf66@9+J?!Q%!To2TnohuQ$ zqHMEC;cAV0A*D|ySYMgHwf(K)quu(lv48A;l$PA8x^Y5xz5aq8+aurQkBU^XX9Sf! z;XT@Tka-3BEtBx)ZoAFjMnB+{wMkt2YM=3z%Ll_U^R^0>OnmpCa-#9RgOk`~9ZoW@ zt#$sbTvIsx(YfZzWv?$BWbZ6l8aC(9?&MvaeJrc?A99pPysRR4oq_r8ibY)v8WiF` zum0|>(O&)1UN--advUJ*x3rzCd!}ud_H?>#yL#H^OvZ=D-dD{=jm=-NGE(>6xk zIw&IG)Tq>D!qu@LL4&!0;cfiv`5WHt%v|{IqLfSdB^}Kb2W`8I=P)X-3#j$h2z+;F zzvm0)=km9jzvWDRG`%aw#`EFozxwX`KSk+!F7Mq~++?%;C*x_x9YWQtva8PbBz%-V zn15q`(53vZ8TqBPR%h2J?A~^VA@cc++2sjMo%-_cx?b1W)s%iXfAIBMwd;|WxAM9@ z4)#p(cylVRQ((oN+cOG|cF4cmTKJzq!t}>J)4JnP{~0<P4 zjLc7YDCZOFM!>l^AH%$sL;xrDzc-w?eBRj^@o&wVA72&t zmW1EG!uav|9})Y9=O*%XF0XOFoU63$O4P@kt-?~Rznyj&dP-lNvh2=R#kMN07ylU^ z%(YY7b=6KhTTW)z)FrXv0lfK>zbno3&XK!)&G|nAld1ndF5SnvX4elyg*QIh(dQfX z@2h@lhs=z%kHZ*el-+q__+8BP@zwtjqc181>_>50~&TF5UpZ0dA^u{@lmF>2E zIb3&`cgx!!3pn5KH8=ieSSrH!?Ebd(-6r;(@={xF)Cd|}`*(i1>+;T=D<|~SjZWNF zK7OCMs=+lvJuy@mkE3b5k);GVKeJpEMDwW`RMwe;fBfTjCWy~e`c!QisKZl3kge}mS7?K z`t5&)A6fQ|_FruNGdxxM{-2@e`l0yE?TuUJcgl-zna`0uUHsZN@lI<`)!D1OcnWs+ zh=s|9q&FX}E&b2H6Z&EEzvh3&{}~RP&j07WfIs?2{>T1@`;WvXJ@)vJ-|?Se%lq87 zXU}Y`?Rq4;u`N`0rgA`Kssy{uwfMK8kIoBJC_gCM{>Yyv{%>>W)=4*1KYxp`UIIhXzO#2s2MeqwTIw{*OJz3b~O zhM(ErWPfb@$o$A{>!a#=sqFs@w4*78?y6n({#ZKad)c^tgsf7Iru+xL{7*fL{%?4-L(y4>%DFdcpp+>=te zX7*Y2hwaDyGjL`8+In{G{LU|>m31eLD<`(*ys4?Z#;)CesKHKV)8+T}nfq_WefxD+ z;Zlx%YG34~>{cPyOd*wejdO8Mt1My~qUSKq`m5*~;_AW}>c$}3T9@_j%08COKlDE? zJ8L6cTbjzUZDZCniy1R>?w={WCBKq!v5N3HK2D31e>s07uRH&!zgnvA{_gnUk`cx1C-5cV+Yw zxr4t7<2|lFb8oIQt55q=c*Rcp$NIzeA0}r_Hr_gi?f09Hw+w%VtV^zG>3?4%<9==?DJ@cQt^jwe@AcI?@4<(>Gys5?f^yV-xQVhDV*^ObL{;&0CX3@5i| z%>Vke{6E9ud;8q}F8ycwpW)E+jTheTe<$~>n`*(+1^{tmb zM`B+>UKq@HvA+I`ADX5BxykLkKiaM8lWm)@lA*kL5=Ev3+IHCo1c>V#%HZk@6nADJf6$0eiijOzF%IlM*Bm*v-jM@Tc1OB2IZ8Tkl;)| zF5UT$g?+XB0pX(z_TOe*`%=sQz`gs~wPl@3yDlx?yxm>d=)6wO#8rLI3)%Y`gm3K& z`p?jm|8o1KKVjFuR$TmdICqiho^w`}lYE7h=C9~H|1jq5(& zTTX;dJMQOvHK24-km0N2JyT=igL%`UE)50>G4td947dHi)qP~|_~WU5#Gm=bwxza5JZ3GMFaGP%iG^Vi*MEFk z=oom;K|y9tWq6x?W_|B`{*o0omMbG~-R*V}II`>6e2sag%#5C4ZaMW^C%=zhv?YN3 z+4;_|@qPEVl&ww9R_iRUOlO|V61FYv-Z8d3?k&B?3h&OClP>F5_weuBIw{u=%OCd6 zZ{s}_8*kHFzQSKZQDyD{_PoklqM?qqWzU%{*1IlhuoL^c(mw6J@JlC=5MnlJMSDbk=Z2nB=>1?PXcqyy{W&$YH~lk?RrtwyKQ!LxzNv~Tz|g_ zu{?$6t~vPc4DzqJ{vua|@#pS`{~6l$Oa5ob(3kD4KN1jsFyAtCe%KY=GX~Ba_GKam z?)J>l;z@ZjaZ>gd`Gfn!FV$#2xNCi=DuwyC*`ces6IB?uuaGy)JF-z_evohOMF;u$ z_qU|KIr?Zm$B(w>N9_4aZm*3$eCb45-@OasyEa&!JKOxMME=m}N$mGtPCj(|PtA|_ zi*NCA{5T!apYZ8hY?Qm|fw#S%+)~azp7qyyQG>n7KB+%~KURNiKN^2)*A=OyOQ)V` zd|$dZHePS=AE&$Iu@OB?(D49P9_zrwV?sFe{TQwdDG6Ve;0kVeBL|F`m}W90+oUj zN`jN@A9x)8uzu4X)wM7GDgK?7`_3^_uRrs^6CRFF7|dLNlym@_{@2?8_ePJaD!q^8tU?eTjdJj+GD7F0$_3?340a zY-^%o#1k9wp4FNM54`Z2w|JfZOIH!bpBo?kXJD?0`n%|#N`3xov+aSm@9fgOw%T@M z*R@-$|2P^CB(b~1O!ABP6t(Zj-zBAMqaVhWalPO4!X>Ix=gwIs@$}OpzKM^s zR|bFjcxi9n&iftz6tC>jf2h4S+2g~tg^!|N+!T_vI{i0g%^7jagNJ&a%#mTpU_M}< zxWDV3-H*vDeyr1%dVT-a%0%AP(fk_^@=uF7z58#FUh$UF^IqTH{|Ncdz-|9xR)z6@ z29~hrqr(5NlzsD)57%42_zJ$$(`z}q{Dx~@3S-iN+%DsuIq6rfudF*{C-dRc zAHj=zJa+L-+jaYFxpbD&CBveV&kb&+9(!cKaI8A~qDTPy`T7q5yt!NUHyA}IKX~

    E6W*m0G)(*|#OdpWC_rhuXWzGV(lsJlDQCvVGTqZR%GQTP5l?o7VcBT4QiPe#JtE zz*YwSEQY8*i+=oPcy#-`)SrZpdb`VwJ=%VG=!VQw-rn2gw)pZ>hB@Ub-`8KgrNR7p z`N92L`}_7NKAbJj_d-tigX_GxsRDf(mrgxbzdGaRpN%$?Dpe-Oz5T6Tcj2DNkIf&Y z{xck&r+nGQK07mi$;qnzM3$3^rL#mBrcXU~$K&qi36|?uXe?mrq8#&ceu$ml`Nw_f z>DvDcoa;7bZz>i$Z{>bY)US9?ef5{M`+vCF`2S~cWsdmIuy4tKhR0jQ57z$_U0475 z>wktXEbAWa)H^p@x#vGaOYo8Z3||6F`+vXk|7Y#~M`@n=e}+YkYwGU@)qlM8=Eb5n zI(^3f1pS5oGhB4IX8(Sr{g1cuAG#{$|LbDg_@ANH^FPD!?9Ge1H*B&vk8bCd`a_zJ z>VIiS9sm1P{Xc{3x^rE6hfX}Ue<=O7 zQ?}bmV>kEUaN9Nh=CynLAITbd-~Zuj+MPRDVq4`WyMk54b07b{`pWcRjqHDhiD}RO z?T`M?;NUg$V)3o>JBk)hKsTWu z-45;bi~6(e9uBNC5BYcP@w0!Hbj|*Qng7Qn{~21=gS>5+E&oGW{l_)y(k1JK#b+dG zUYnAvD{Sw2s)%R5VAImDrPe1`?~R{7bMt=&&UjGRLk(E`PiQ|V#E-72e~>f(am1By z`)~8KfBt7szWARZtZ4twuRr#GHmiTA{n7p}Pt@^$Y$yMj)E^3eRR2q2YyThK$$zq? zy6m@nj6eUA{nzHH{~6A&Kl-16uq}aqmv{ZEKVg4$&ia3~b^3qK&i~={$NxWrv)IP} z42_%Wd*we&{W1Svn{M)d2IiFi3{uAy^}n?V|NPJK-b!Gt7_g{?A~Xj_OO*u{7>`W$W#9ro?n0TpW)0+G?!dYez4nK_(#9@ zwBP@PW0S6@Jky<5(mzLQ&hv_Y-(SXM#~u6-|Iamh{;$9Fe;Ku}oi+^3{#@-|9sSkL zzsu;19{bH|j;QbZ*1pYqvLCIK0r?rFu!@~4`s(g{^_0T-gjI^fwoW{TRvaxxE7r&=U{yWKDiXkm3&)5by#G@yum1Jd{a;wtecPemy#JHV zo&OBiU)R6jjJ)#0t?ycw#u_dzjYSQ(uw6mkmMLqmP1=_)`|q=T{3rXE6Z@aUy8p3X z&84wuCx3_rj&W7(8+P3P8BVM%{?8D<{y)P4)r!B>?8w#G`f}CZ_4-$S#F_qQm~Q{= z`-^gsK-cQ!hgwAf9awQ-dDB2w5ysd1S^qOU3ETOfVg2?03>SoUcRl=vYFD`kWNaTa zzK;cmvwkT5=Q?}-ufO?!8MXJW<9_h|Pq(@K*I)O4F@=@d2`=8cs7srv2~U;JKSz44 zs&?s;^|O!H?>T?{Pyclz{h#82{~7pS9qQ6p=X@1caB_X)Z~D*hNjnA<3I7>haK_oA z=B~RZ>+YZaYA4=X|MdLdy}x9SiUh{J{IC#L47-X1u%8VHbY-Y|j~uw`9_^?{wI}u{ zgGit&7>oLcT{U^DcKxl@)Hh-i(;1i4r2OI!exvoY=Ivwa)$hgscuw|@EZCp@TXsY8 zr(+AZy*s{-TZ*Nccl!~2wmUwG{jm*(7H1~z(*OJA6#MH~6TeBvHo3ieaaikA5yw}y zJ@rTDbH3SfpEu@}RNdlI-Lq@dBE=GRtAtACFc|R}Rn7N`zxh38SM}=i{AZPIxCM7K z2>)Bt#@O)9y7BnNuM7AS7jqSCJy)|c{8ZRy zvpGVZET0@-_G$Tx{&BtZ$N6Do$?3Uz5A{-96CSK|nUe6NcuuLjbL`g4gqTzb&y{+= zjZYkURJ_!xc&(pN%lE*0n%}RVKmXq5(wdjw#Ba5%6>Xh*_D*W7gPA|Nq_fGe^sL|^`GJN{NL4Ith+Q8?Y;ca2^yzdRohlB&otYgd1ZaV zmTn7P<;Ut5s^%v~l-(EDBVB0FW?RN^qufE^ zB^%dF+_lT#)TTL2wvNlg`|Hl{dV2Y8Tt!``gd+F$7@Us%g$HUCtjRK56~?Br!H#j8Y@ zblWX173^|Yt|XG!y!%d5fxY}X_XG0$vC*^F3*0$&@wiEx>xRUp*ApW5%?x0F9Qeol zM}~UD*8Reo^~OT38OPtJPqQ}WboTt;y6yiOrq1<*8 z*PMS({R8F3e;0p+)XV0){qk4bVbhi#cNR96UiSp1aQoB;^E3Y9Gv=*z=gD@YXJ&@URr)>-)I>Gn};F{GVan zr2h;r(so;Y{Lj!77N;VR1Te}+Vfr=js%`t|GTpU-=@^Ss6Sgf(evm8KnZ6$$Bq zRiHl)?z$ATJ<99np7P&k{??!PTdee-VPdKLhkt7{7Ii(b4On0OL#1mUOGn?@LPh(S z$G^gx!nfD3?epBDU!1(7a@%#)ZT}fI9Z2|>xcchJTM=`sji3J5Cp0a#^pf{i_36jt zxIXM#syC5GNV}6`$219Nh9`e+-?mJix8wX$=a2S>cEzoKxU%%Ekw(xniG3GTS{T&( zB`uG~S+cK}Sg-Zbtas(jAG2N^tB$-^KDVdBspdk&gZ1mOZ_P8mP$#@cs*zhqDqFd! z%371L-iWn4aIKElYQHr>UH;2%&(kyJ+c!({)cee4+|_ zH#g5QJJ@G@Z!y2y{LRZHLcBw6y}F-2ah<(*Y?7g<)`i)Z0=l>FmbiKM?e((X67pN* z|5RrDXZU(4{>j!SqF>^VSl{Q1%8a;v>E^tMC(-^^H%_+i*T%OF>7C6yt{q*vNIZsx<2)<0Ov`{DttB!V` z_}QJRIln%~Oh5Ww>c-1muJ>9qmCmoY>yk7<^F*se!n^MZbNG+Hp82u(5%1a7JNx7> zJo&WDv3vH^-={o&cfTmS@-H<0;r_#pR!7(VnCbm<#w2Yw`)ZrE$v@xz`KuwQjyu!F zZTIL}(bcgq)Qy3ef!`|%G@%a9oHbWL?T~e7MT~YkYSR_bPK{GvU8DZd_2269n(Mzj zvpeqv&s=i;%#r^L#rO7Z>SC$z|D$w>Z~gxn>QnwRJTARfqx*qx4$ueAiuGbG;Y1{o2?HYc>|dv)4a~1T_$^fg6ao9_-`$&v0Ths4==0 z)EG?(i0G1#U;i^Ge?8Ov&-F_E;a?jTb!kud>a_Kb<|FR^47{&a*C!m9WOh=z_NMrS{|vn; zfuWqIgo3&^yOm}-ZIQL=dikzDW807Yi%oZ!TgCnl_C4En=iO_Jw&S|0 z`z2l^GHbf0_F-nj(hjEMTJDkxoe1e}?V*op&ti(!Oga0*jK5w$TsmyY#Xr#WZU>eAGI&-)twPvm*$e}?D3-TyP}-&Fr`*Y_-q9cwDrAG*)*T2AaE%dfVD z#fdsWQCk!o-bELd*j_38H0#SM$Os;+!$fkk8B`0QW0GqnP})GpgwqPN6@oDciPnhe zzrLXcrI!C*6uwkE4it9&H;Qys_hO>WX{OZqbDv=_xE<&N03|uyX%HrR)1&n6LcL z@F4m>LvP`g;}2h+JQj4d()jwq36DRDJPw;{ee~7V_-D18t~KBPGjNLS{mOtj*nft{?%$?K|J=_e|LR)$e+Ik%3=;ntW`0o> z{e1tAO4RqiY+vpFaMyoa{7*=?`d@R^{C}+be_Z^#wC!L1!S(_1&Q!FP%De{hQTtf8~m>R+>v-*p-#kKzP;qm&Mjdte$A;^vs%2lFmz$|y<6*M zzd4_H^Zd>}Fq1OICgSa~ef12>m{|xN^9N%b_*@|_2UjK%-{9ik- z_rG8D|MdD%IM6_8z7g`KN>}uG{0*u1fBB@Q|NZix;ZLkQD(_Z=|MNfcKiM~|yzx2g zwP&n)+aJ@vo0GoB=YBFfm3;eY-Z=)#bM9+1|1%t7vwxxapJCE}hQCuQcU*7(b>!!& zCGWS+pZKjZU(lVmWx4C6{Hamj2QF#ONp=>KQ>e}*?J z_KE+i*WVTYME-S1{qr;Xe#~(dy^ZP?c_gb`VWunmXNX$-pTREm`;kW)>+Yi%`JbVM zr~X3le+Je648OJXTmLi6KmBg{PxfC|<$r$G-=~hx{ed<5fBwan>_1_DZN-0v^D}Ed zT6Ae|M>Wy@A+!7!k^c-Q>;IkVepvtf)9=`_IqfYy6bZY9!tN3>*jzq3R7Kvi>0#pYGW7QTEwP zsXImz3-7jBhrD}u+@|sJ)@n1E_sR$Z{xke%kXfI8%jM^4<2{RZ*#B_;`u>;f zSNlKp{~7u~uCCkrpTT+G^8XC|{~11>vR&eI=Do%`{(l00tN*pv`u}H;|IhGvO8p`E z_4OCtul&#O_&>v+qW(;Q&DN&~+q?Ldi_W=ET@U^9y#GG)*MEkIzy7)YXHa@&|L|`_ zpsVPKDx5=%as408|8p?@&v5;6{R_>wLR5aV{dcc<8~^(EJzD=L0Mv^6c6sHZF74BH zG01f}I{V2#>G~6V`M-YV|7FcyzApLU_CF2J{xhtf_MhQG*siL}rvDjgR=)n{lK7vY zRbWw!GDHB9f7W*2XfF2fbm7=BaeDJZT`oH(j}@j=dUrXi(h%T_qV+l`otXSJkm>$!^A zhog?Sr$>DC4wl;gYiGzi_g{j4`c3!x=w=l@n-k^E%X6N+W96Hdp?SDv)@%T z-G9TrE2E?+wSz~wngBT9szr;i;1sxd|t7;e6#vI^Q~XC0$qJG zb8WBeixHfj_pkYNVxucUcKJ=Rk9 zwh8SOt(uT2D79hU#FUUg*Wy{A7P-v)!}&iM&;DnK*Zt41U~S3QGc{)a879cw|N80v zFRttUQEB_%PqnQ-(PRH%kw~Cxfi$aV+NERf-lW}QFMNHWE^U7CviREzD|6>)ymI4^ zpPIAb>Kw}}vb%5I=+6{+TkBO470XU(*AwP? z9E|fj<}14WKLf|r?|;5-`_Hg%_8)D%U$?ximv5i4vgDZ8JWI*7+7AjPDn5rcd!PR& z6R?(Zx9gpzuAR$YZZE%S;Qon^d*gxC;d1gsc!o|7vu#VN+XTyF_!_?i;dM zg*9tmrCjuKWN9*R5A=*#)(DD($o~u|qX1h_ii+^d1>X;cKm9ew;{N8(prL?$9gn~f z51tEKW&Z12|MD{m`>*Ecs%r00`OeYfzK-+dQHHoh3pefFx^H`QxAu&@#3YAFlFTcQ z$GMA|f(BvXxaO&=NO&Z3^jh#7(FE8W(I>PyqObi8vvmCQO?a;K$_k z?vK1@n9S~Y`{wOZL#>})_tGvmc`D5Fur)mD`DlN~uK11`ZM~VrOYf+j=~yEpsxhfY zrmwhf@r&$Ll#B|l`!!+R!@xtUCSQBKefif5A6|qWbXq4HdT3X+U*x^(RatNM-hY1M zqW~wNDFA!21_Ial@PzV3ZMx@o`qHoc7vvS&-zK%Cxov@<%e0W|9xd&{KV^r?tju=4(b}`Xe{db+`j;v1W@xj@p=DIpP%-U ztskCbDr9$_X{hH~XZ+*3X;@CmgnI{g`u}aL{(U`hh5MAY`9i(>$}~u z;$050nxPI19t#-1n4YN~&dxpcK=2>s^`>`Q&uBmT*nQ)rZ{C)z``7kl1+;4U&wgZ7 zo z4?WgRW1BdGyWC!D;z_&3mo^;mlD`%F&Fkg8YcHR_h)wyoZs)vRlCRgtcYdGdH1j`0 z_?Be(xUDN6Epfjb6lCz~abDHuEA{ieis}=kA8tSSd3)jYy!xqOA5+3zgJKV^o$~jB z-OI0bTlYK;o5#0(%ls|-)2l1@9Z{DI?bmv0c}ru_zKAcN=~_O2w1&hpJLGo8TI2Zd zr{?W{;wJwikZaZ{`7N=B*+3!va&o}s#pQjjlgvPKm~UeO3WNNjrFP$T-f}fx*mHxw znyR|Ba@?T>7fQ>os8po&hPlQbSnp(ia$VA+cduS(`5K>YKA>)M-TmQQGjG%C-Sa2j zEfD$7!1eX{r}b+OrA73lnb{pR_08L|DeT{x%B>nsQ`OIZl=!E*weNbcl7gs8zyrR! z#eY^8ht7I**kfzom8r9zI<~TW*z@s6nBL}c-gleUNK|TsnpdY!{x$2)-s?Gv9X39C z@)lfs>XvOfbedmk#!9zEO?fB(ynFjAVpUh3$>rWNkz0L>1b2l`GkkS{@vm01&G+x8 zQfn`rI<#(zh))oC=T$nQ?$YxpMf@n_dz@#Z;? z{R-E-3Z63Q`r^I&&+IA<6K_zUEtWo_Jaz)u6pfVdy`xGTc@Yt#GS@3vU+R6bVEX) zt@;yQ{?#@sPmg!sGQ(w;l7te4I)P)vSxe1qJR2X&^Omv^39zDoa(s#QPtiWn;=+X;O0-}JP~JI6IX zeto)M^2fQ`2Y;osL`8emGCg%^IKVghgGNJg{c%&r@9*>o&1%kMat8 z?HRAw_n)D1{`#Nt>z~Ab(p&sb{wip0vwfB5+xv{`C*^bBx$#aeck9XA{cko%*w4uN zD0ThA@(%q!=Bw8JZD#Vgt&;maCEod;>CJ{CYiv`^w+Ej*Z}c-w!ZNV^=;FB5e~$l{ z?RMqOAK%hs+cod4&mFT-w9C*b2)}On)?fOCJ?A}Mht_GlrV|g^%1&w6Ka*+0+kN^k z&gSu+n_e$-<7x7Z*Yj5@{F{3C$A5<7<@+?avt{g4E??Zv(VRNxn@;`m&+DB`4Q{wv zUY>6}X;bW8f2MWvMrYOCdaLZt8Dws+eVe=Q{gK!IC$+%VFgKPee`p6&U#cQGuE_Pn7`+Jh2VdgQjb9@E2*(}aieUQ5OA#7#-q92P+ zhwSokQi`J}JpVuB|-L}#ca zR>Wr5W;gXvSmiP$)7916GE3dvd7geXsPMnHY^nOHTHWgCt>3vc7VWwG0#q6??UjEx z|4&2ue}?tT{xe(%+VcoaU|apWskX_#=F1+9KeF&YLw^0+<-x8Z;nQk%gnX0#_&5JQ zLu~lZE265KJJuylY*dsnJic-DvP-k_cm27rbhA~x=zoS2I`!8b|MV8E;x-5{@;o5A zb?vKf*S94}ObX3?xamOh{=KO$KOJX%6YM3i$RLT~dDmCts4W{Mwmj4?I~nuruv@^= zw5?ZOmYg-a@3;N8@5x}Tp3QQdU)J;{M@;)LW6_y{s`C8xKf;#(Q3;FxeCqMPpYo60 zk=SudD-%^c0~g0S*_K@Wwg2@O%LS`e7N6tYJZ;^%GnKn|vN?awx}Wu*VQ){p)pOI^ zH`cGa6cKvWC9y7n@to(sExY_y>$W9pKXdXco7_{YefB_-#)FT-ElVr5X0Jc~FjOiFx+FebN6J9HU;o_PPG|)AIE{1>66LI8Aj-<6`r)V4Ach^U`tF zFUDSLPV`8$%6yCod9+kz_9oN3Q!ieA*=uy$XZ!Eai@{p!o+V$jo7%hPwb8xFB9?vk zFYm6cKeToKL)DG{8RmuCe?Rq~p;!LHq#OSk&TG&A{j~nrzWstaGAmYz7;*`|PF?-A zsy;4CE=4rduJYiv;xGg5**o5zX|jDT-EmIq+uB8E6S+>Qe4aALOjtT|*1LtWZ@-j_ zJ#x9xP;-M_Ve*aN*LtUSI`rt?(K%z^Yk2-)oSob>rmq@T=j~6cy8X^-xz@cmkM;)2 zH@|)QJ7l`5M~~VCk5``Z5B;v|O|ln?wsTYDlKEBS`IpzT@=>Va)Gdw8a=mI6e^`qr zS)Ww)R2ECKRQYbYPhHZPx2;W@UoUOGaji+Y(p=3eD_;3Vd&`D*Crr!MxTmV4oU=i0 z#_Py`g4?IuH$8SqIYeQjj8JvZ%Q%JViZJOFw?YG3Q|--cZC{8X88+mtMBhHMV|p1bzqq}B|_OM&}m`XBwIo#oN+WJ!YjN|kH6cA0XSQIQgx zH=b1AYqYOivg6m$%Bx$~oqHAVq^TcNE6lin($WtjVNig*@n(hkBi)uyzRB6;*(!6a z53g|Rx$}II{H#+Sr_Fx!n`3Q%m&%@!vPAaz6>3kCEe^|+tzVLjd+Km&ulHWhLQ8+V zYXR2PKm68N`tUvX?U&`7oK-IF-k9O3eOkz>q54<2W1xANiAbQU2V!;6ibY+o6|zT1 zb4EvV5NjCeHJXEcU1j*?NQ6*8K_0}mb3NuwW|IzOq8g9=%TTx>wy_g!_K2D z6k3QrF0gNQ`#!1t`d1zv`#XQ;t&6UrU)%+-OpL--lrnyvDiRo*B3&ic{C8!>cloSO z+fD@MPv5=4@|A7Ye}+GbhyOLn|78BpuxWK2%YTLmF8jZJsQ)6mu4!Mnc;`x~OJ29X z#XqT46Pi?_^zPfgO#PE{mLus|{7>NFe+EbXKaHU2hj7>8zj^DY-`RiS#W(GrOaC)8 zdjDsbWa(tbOpk~b?dt9wuhg77ym@=XuZk)51RF#+%^9*a1{J!SkV5@ z0W?AJpP|K~{(|#=28H@>p;s@uUwiel_Vl0T8|$A<|HrET&*Q26Lq7R00{cm&-@5e)?Vi6MxeFS@Aza z_Wx9#f^2t4{UI6q7mEKGCfNVhdi7%Q>(ZKiPyac-3IFW!&$leMU3r%qd`4kO&H>@Z^DOlfWA7I3llafj z&;Flb-SVGY_bg`hwcML!da?4ST(|Afk? zU)}%0zV<&u?e_l+qTwqRzb>`e|3Lz@Vm~#pe)`AyXMw-%*8XR3{Qds-+xbNoBC^D-{&;8GEG!V(I(5f!G?ZK!2Gcfl5Wd9Z>{xyceWmg1uD|{tHv1>?HzVSo{)zuNr*`k(x2q)HuGdp^Di`ewS};F` zYx3{p(EkhzroR8jV*cZ**lW+|WJBZL%B8u#^*>pEn$yo5&+4_-BX;Y$O`kvO|7Xa_ z+W$pp?|+5^ZJ?R$ZKm4Op~uAIv*){l9ijuRp*4&#d@o@&9gIt$(3f z{hy(c_n%2UiUA9e0_<HW{||MS%+WDO!t{;f;B|M~rY2DRxwr~hX_c8vUOsr7$Z z*4KYf+<$BZQmp@H2se8F^ZS2>$=-iX|7So_)&I6P{9jY}{vQJOABSilrK;64%m4iT z&v0_-ztsN>NQ&IQ9b5gM!BPAEACCNwt3(1}>DK=0nce?t|1&(f^q;}#KLfI=#VBFT zg@~V5&tkzd`=2uFXVxPtx*q%CKf~c&)7CHcElz)Az1PTeM~b0~G>_BDyNCNKnU`lh zSdFpjN76SkwCZEXP4*r|8Oe3|4a6({z=FLU(4(L zU#wrnPX^7}y~|jibmFIR+kb`@bbUJl`(wPI0MLfJl)+GOW{2B!KGO7Xvb*#F|X?ijD#`=6m={>rZs z_79vdXe{b_W(8ZjjInBH$9nlzznEq$>UwMoTTY9z!Uj4o#M}zm8?ws~y2kC=fbR{t^+WidqtJhb>j%LziCoYB zaQ@E`)h)l0@SmZP-(gXg_KcS}+YOIv4F5C8@&9Lt_5UP# zGhF&%|Bny#zh2c(Sl3a%`}{Tgl_vY|J$$Ku;p(C;?VfMo9zTwST706A8O0aSnSf|w zClqP7k}3Ov|4$b0{|xc$pf2wV?fDv1RJg zSeLv6G&H64Z1%EySw^B;TQKC9P;{tPD-rtp};$i5=k344PPB!S1Ql|TliHgnOLk0^Sm#=Hcj9@^hqi&iMYGH8?}l6cbr9_=kqK6cp+CRkq&$b#%z#3oG41Gwv3>FXpP~ z`mknY*yd-qjw`#0gwLvi&+NwJx7j~F_@CkR%70F~wNRq*BLDZwU&p_yP5*tzR`r+E zmO$6Sc^5#fy^w3$uA3K0yv=<&_rS@B3mcEGW6k~%e0cr(+68Mb-R|&uuDRRt{Ejc{ zoj%-efAhs+jzd)BlHZ^92iY>b(Y|;n^{S!Rou{dt22rs zeUr7$oZ?7uyIOds{P>r3v$kyTGwM;fGQD=@Nw;lDOF2Wj3a95@JO-Mao_7KiI-qS= zhaiKIv9JXMuTxORB2~8t$J}wx&lf&z(jzL!7TNiR)je+G2VvLFqtEslv6bX+KH%|t z57U!6R`=(z5;4|CLPIV-e>UUC(;t!HS>JA!=O=TWe;D4Cr+Z|Rv~-%XUCd_L`#)Yy z{B_;(Q9f_Bob24>tGYf}{~2CA4c;mL!u^xY_4vp9omOA!RCYFd?&!OB?pCnS`YCIl zaOI z-%L&!emee8xnt7i@{5($rJ!wh{vM#rNbwdsk*~SIewT9VF0YI`m?>5u<$lb6!B@LO z8{Y0ytT20&$W!%(vGZ6;@5TD}%L449KE9W{8(*>ikO|@jH zYW7<%_ji8j>E*ljeE4(8_`pW#4o3S|ClVz1lXu8e%SU~a!m_}eyfRCB&xbkU0WY4v zeK$WXRj1?eyOpmezkC}bTV=OX`tFaal+DuJ$CfgEmt<%Dus&G3ch0NQuG>4GJ}bH; z^2>aG(z2=l891(gYxvDS`P-bi`>Vg4m!Fzk@re8BUe9;3ad)03-7*lr@%#7pHEZRr zJjwgvw>CX{=8+O3z1()8rRj~>)4 zj`uCic&M?c>!W`LC_+J4yZ6KKKNa?WOYKjDry>_*yA=Puw~zR@h>l3ox{2` z)*0UdRbKKklicU)x%qs(RT$U%Vdp(xxhK0f%Wo-Fw?CwPcJ;-7pmAcU*Z=m}e+ymj zubKZ^`{F#is_9p5e~zDd^vCLdZoba{_R0UeUjN~y!-qqHSCgU{ z`scCR551l`*>%=!dmCfn{%;XHbqlWDEcTYx{?AbT+46J7_UVr6=Iozn{G<8sEZxU1 zKOTA5ENC+E7{}dtJ-`Ulp^USxcJBm?$m4(qy1Q#(U7uXY7`ez{#d zS;OYlJrgsR)ooiw96X$JL98ZryIYR8W< zw`!DbRs8wEe)l=g{zuwuU6*<@FHSd+ojEtkV69x_>cv|p9}`nFmR)<;esM1I=acKw zBd_Y2dN-=v2#phDca?t}qOo@MO*m$9ZtUroHw0cAJe&W#^3QPN zN9%>}ymoMy_;=n_zp`}I{+0HZcK*^{wk@$^HJ_&~pO$2pSj*of%IjzEZR*lkr+g7q zl!CBD7-Z+pV#tPf+nmvTJE)sU2gAOd(cUmICnb#bhKbzQgI?gy{b1gf_jRpW^a|6R zZ$#4#XI$iDX$_tyQT1=?-v107VvGMXIH%tK`z!ySWt^U}eyP@}n$z*Y*B8z>HrL|d z(U&hgUER@?x&Kj!>i^3-z5e^l{Xd>2|DExlVQ%f2>%YU~PyJ_L^3t;Z;jmTym$cr0 zhWD4j#|klBseh5P`#-~e-~SB9HU6EcKez9h{H+cD!hZ+_2L5L_#Jb`?!-bpW{~79L zLkGc-UFH5Q`CsXGgMU}sKkYv-sjL5=fUf($w$uB6f4Tpss2|O)&GMhu?`;3J#(wHQ zmMJ0i9~!glznI1TXSlx%GIoY$71ZtaTND4R|DdvH@qdOE?!f;H3pc(0_t*SCgUn)7 z%ibLS^ZH%l-_`t2>l;-?x9^I}q`{(h+{BI-bwf}G;H-%%-f-}O7?ZcE`-zMum zi8?dQYx0aeTRS#bgj)VSeErMXh10!ndU1J2m%l7@Hf_mvTdsZ4?rx5^Yi|9a?YsXo zEL>Fo`$PSYUG@*7@BU}FaMAwn5Boo{sek+JpT&3H{kP%LKlks8#ky|&XK2kY|Igs; z@}J@R1MvPFRP7s||2h4U|7+XyPxgBywuD{(qg}oKmz4T{hW+fI%|HJ{_ul`@EBv3~ zelvIr4#@b9`ZXr|C;okLbkVl`D7MRgSo`ij!;6gh|Nh8>_QzEIXE6HX{5NswpZ@o5 zx}sbEGjQE||F5m{Kg0WjpzS}HZc9G@bNVCs*Sz{q>Z=Sh)~^2%_Pzd#iT{6wI)2dp z95l!Mma9LrU*JDOL}tD6?~C2|gGTk6`*(c)XZ<7g z*QDZ4{QFWFUAko5{)6{;|1-37`%L=&+x^XLHN%`w=Fhp7Ti&tX8y){)_3^)K{~107 z|7X~|>d4b|Ya{(qGgpaNj-|RfC>$^VN-0J!=|3~QKf6etjHUBf*y!fAi zYft@!{QnH9_P?!;|5l4Xx9?e5{kjtS=U4W9soX01(jM91#s5Sr{xdAN|Ie%bTS7Uo{9R6Fp@IQmy((jAUu2}E+pP@C*{)PE}hDr1P&Xq^e3Nc&$^<4g+U-kFO<+@h+ z|IzyRpTTkepDF(t-n>B7deaD$@%}T!yr@6Fvi8O2EbUA655xO^@&0Fcviv_ox;u*A zei_fmUkw-lQV-t$u5pp71uROoJq*}M=(;-7mHjCH>b>?{z#TV*CZ?`O#5lPiN z?Vk6%bVfun*Gf0uG?n2tLsz!o4?in+Rpm_1MPAVcmD?7X_L16KSRCze}?XL z^WXB=f3D;CxPS9U`O`lZU(;Bx{_p(t{V#H^{AYOo7@V!rU*G>?mR0}#<9~)9yX?0Z z{AW1(!{FcfBlY@^`Xd(Yng1KS>t}QDe}?`2;H)%%ef@=-EB`axKMu+Z|1KQ<&tU%G z@Nav;Kl{6ElL$F!@o#7TKlhvY-~4g^^iSh!m-fm344c2c|0Qi||N94c&)Lmi-~aN? zn*aAt{Xe~ai2Lmasq-JKSk(2_;(P?k6!)#`qR3l4wyw+k;{!Se1-^&`b4uVpLlere zM6s=f{~1t|%hsh=rh(3A%E7xW1oc!7(p|D={(ub>`|Bz=re9C|C z{_0*9`=|89xu!0S^&G#jO-sPUm`|-()b-o=asO!OKqqWqAp@ex51qyJYhL`SImG=p z?9ip4-A(=l9Y?Aj%$pP1t&QclB-e&n$de*F$V+G|U)@?Zcgd~4%Y*hdUDA1A(%&=R z@l|bW;_Vuz54lGUNqoJ*EZlQadeMJ|`#uZmwlH1^^zFP9an0jytVC+0pQGG@%PT;B zhGAxsQz<2WCOb*5%iNXwY_Vc=gg5K&GZlefO_!^;e0B9bm3!wuLut(OuMA-q4u`Fj z%Q(6v*~V9@=;@S6X{@5EM~rTtxo}q6U1^SJ;)xZn#b%YIom{pKd3uUpYf+c>oAZ6P z$qx_*pM__~gd;7TUUzNh@{dLn0$oLwL7if*rR!dm?J}EOyfV)0MuOAvtNjVKClCC| zdRuAVzh2KK{jqgE`^!m!nYn7OcZx52_`UxROM(3@d#}Rqq@2(H8HDHhhs6KzDwPut z*iq6_tsrZEQ77dK~p2l55k0BJTvcif({~0sq`R>7})g{xftMWxm!Ee_Nlt zji)Z+irL*8-w!6o+IQOt-^|=6weyO}U$pBAw?$TtKHO>1r^DM zKV&HfwtH;x-tf%Pz<+k(tK!#Zi{kN}h_phP`&;dGy?L)bAO7rdp6N)Q0?U7f)rt)X zwtWu@-_&N`$UbSu@T2P0ox2rn&&>KP7k$!g<`Iu+I{W2RgT2((T@s*T7j`llBibJJ zx7l52HGs)KwID8yMN7cPU4(4C>v!GlQeLU{vD-Wx5x+LRVc%&X-y6GL{o~iC$9w*y z=RWvr8JI^cV7LY;+3zu|1)sCy)6&-5eW1GY=0#W0PWWtHoIlD`^9tLD{I3#(ND&&#XUzjo?BB9X+MZNcE>t!cM-{mZ}E6W8@07l_w=j(NTm3(S^fKkUfuVwdB3dgBFeEU(^p4B^ zu>FA5@zy<#b_-X;-0&8eww6P{dfJ^>{!*EmWqY+IfVN7)mf7-g6JIobu-0e!1Sqn;iowIo3{l>$mT16%E zKpTr?!KIq3NC5lPKv&Uk>Br?ZqBeN7QDg7&kC~tu(~0l{qF@I_!Dx)e?rtvhY9-ry zrOrEzMO`=G1s7)+Iaze;I#S(HY2Rr7L{R^4jr?EM>}%R5QC6?S%y|F3{8itZ z-9KJmoXaW_7$^7z=gF_5VKW*wuvJfFrW>(0Uv0fkDT~fqSe`4Hdo*e01mV{WRUfqK z-~KKC*BmwdAFKV3i>}%V{K)*j`$6mMvV;CJ99aIJK}uuM3FhDRvHuwsTm!9M_Wx&6 zpZ|LQ7pW`zKWP4EIM$`HiQ(V<>-8^8SJpoW2JMWw{pe6Yj-~RRf zFW#*9A0ps$hW_pT&)~Qgv_g3PpNvJ_^s_qPX4b5^J#N~%Zl7)$-R^R>R#3mr@by8U zs~A)L4-ZqwSx8_v{!x*FoOuNHL4y2;39y5cKpyT#QS2(hP=Ck~b`}#TyzCz;z)p<< z1&2rg<9`NDHu%X<^T8)WHN#Ja^8aTN=)jI_<>G%rywGEoK(WI>2m3`w(+NC@hAQmY zz1?X-tiRCYNkUGG?e+w^s*8Nd$nwpass3%+;{Obe-1~q3xeq!r3&C*}**nF4YVGMi zUEe1EOaH$AGyhv%_kT^|_1}N)Kh}@L?$Y=c@Glg!s6NyFS$*|?27`Z>uGGI!EdS3? gKl@Jx3TIJ&D*w~?qW=sE!`D!wr6Pf0j{k200Kvn@YXATM literal 32124 zcmex=$<%PwSRFvdYWaQ-KK!z}~va+(XvGZ|o z@X3h?ipY@+{vTiv|EDQ{cwTw*63@n1ILW+itY{G$w>`H|qMvW5}awt1(JSZA; z@q>zSQc)8pmzcPOq?D?fx`w8fiK&^ng{76Vi>sTvho@I?NN8AiL}XNQN@`kqMrKxV zNoiSmMP*fUOKV$uM`zch$y26In?7UatVN5LEM2yI#mZHiHgDOwZTpU$yAB;ba`f2o z6DLnyx_ss8wd*%--g@}x@sp>|p1*kc>f@)+U%r0({^RE_kiQrin8CgR5fG1|`Ad+2 ziIItgg_(sNL#Nz~4os{_Ry;>bO1x z-CnojgUE)r(JzBC^6x7IG%GF}B}LyxDj{c_Ukc>5KJ~?X&!E z^}Rnd>+AideX`wUSJp}#uV3ZW{#_ggEOW$UlhL%ZXiocxj(fjPJS^%lx$-c`jo5 zba{>#3q!o@)lL3M+VAIDeY+fZ`R!J2?v8i4dW#|#%rc%jQG#g=e}N-ggZiR<`hS<$ zXX}PtkK6rW`=Ot?585u?lJ3o192pfZW6)w2qVXhO;rTW;&X3XcBL6N~9o_!z>9n;U z&0bw>`&gKfZ+E^we)5y!P#0Z4c>mVv|(lO8)T`>-VaD43Sg& zp<4WyS1fYvrQZ(IzTKVrQAH;)?U=h;*kk1#3;3>e{n_@xyxY$5$NeMM?n!^x-*1y% zzv@nVM#6uFmcESbEJ1HS+pJp5wd7NE_|p1ATmEjUf1&!={*TV%{|rxNG5r45_2c)q z>JR2`4VTm;T-YivfA7aUf8Imszq9WCn5nl&;h=)=Ma~=B&jtVRNd$N4BLa z%{Hvh%z1of(zmA%H*V8CbyOxxdQO$5Ew{{^3H+C|v_DUF-|^%6Z_7Vk-M&*xxo=y1 z^R}J4+p{pamQh7$PR;T*#tjmJ=VjzC+M0cmb@tn~fBW4hcMeT<-;wY(f#bxRf()jk zBH>5>Gi>?K@K*8B^^b3lA70;j*)!|fcKf6qd$x6W7MB*!U8b>#?}GHx6Vly$9I_5} z7Z&ZeF8zJ~*5-$)OXPGv@~wU}L&tmF^F3F>{;{fj*yO(VQ2O#S?CP@Fum3aLod4+Q z_M`V1>$6U>gv~nJ({w+0YtP(OPf}BSK5sncao$OyxMu=?@S=Uve>dzi|FJpzN4x!D ze&+bN$jF=Lww3E9Jx$-YD~DMk^=H#cYqOq|cjw#;pWie6A^maoL;tqRk65n1&Qnau zo>{Wj&AB)&qJgJ{@t6n8YJ=yOXEFR$U9?B~o5_#E^&g!NmQRyYnyB)Tuj9mYVOH*M zE9S^fnqa{@HQ~nNhWc*N)xV?uMD6$y_~E6VNuzZ3uPtkHm(OHKcHN! z>AA8}gYBfQKQ}*^ANv$h<|LW0Q7X{mRLFXV>3{0=I53d^~rRy`jS5 z_5RfRJ@ZUH@E`TCllt-M)3;i^N8f*&dFU_ESDRbBJ84RipKuwYEd@*b<*M@7Y#v{1T%Z3V|946S z*JIaBn?L4FUHM}BMW>0URre@WCpj={Z+Xw~*t%>^$;oy986KG*mv1uLb!_2-cDk1!+{nq$5pV<%TnjJn8rMA6r#f$6H>yr)d zuIhX^WwF(t(+v+=@(Okwule|H{${(KkN7+HZ?f;Uv0r(|w{}JJ?fV(uHhXyQ>A1Gw z2&}`l~fN zpLOY)ux%S$Sp*h%Eb3)iq#?n@@PNTO{Mqw2*6X4&>bJN}l>O4pm1W?c)bpId>rrgaBpKF*1G(69T?q3A#!%e;f` zS(_hA*tma){-%Fr%j~~V(s$$iHfM9_z1_|rR{2fs?hS=S-p7A0+I7EwzHE*0hpN|} zTd$S8bq?Hdnzufj%yH#vYw64psg>@I!^#r+nP1W3P>ybFG zX_x&Eb^p$FTm4&a9dFlLnknvjg*p1k-xJG%ZnJOuI^jRVf!^T%3{Bk?r+v465S#j- zVx98j(EWS8Zzi#;X;)lrNR!=e%~SO@-^>4p+Pl``^at|76>S-(oL6QEI&vyYAK@rE zeA{T^*I);Ey$Y^R=l%XJ-ID#+=@qxPcfFXa&gb(A9**5Lkz!@1UV8cfy93m(+JbY-aA{&w}Fv;2?TkF7P6XYn!Jzxn0G%tz6tM%pfi>lRE5J#d(3-BSgbgyuPN#_@~m4EJ>h|L|V(Du798 z_l5Mi#@DkCoUwOyke^e(X?eGe{e%8KEB#KJ!1`~zTDPpH&Z<}QESuis5{Y+(|4H>f@c+wi|I>5te}>1VAEv)~_#jvPk^9lN>W8GB9{swv^^xBt&$L&Qnq~AJ zvrcUfm3;6qKDPd_XpPQ)h6Vo_dj2zfFuMJpVd4wsYyYJGB>%|&C?2unl8y8u`?uD& ztBZ?u;*)l?=Oj+`PV=}T7wN`$-gNr!(2C7R{jZkm-MSrK8#*0>LdVOp^zsi>1v7alq|H}EqvHk45h&g|D<}HnudGdS?1ApP)W$#N? z%QwWC)FwWPP`#AirtqZZ@~){Z{PhOQ?52L||0CQSGK;_K*S|iQ4t9LQhGH7w2s({)+C`Vt8c7ZvIEbe(Sf1<>kMR?ffY7eNFV7 z9hs`^pBb*-|IZ-v=JEa?`j4X{Lkw!!zDvG2#I9A(#P~=1fqY~3e+G{K3~y_fMBe@P z_U#_m!n6b5ic&iG&pg`q@5j?}+5Us|Qg^)$hMGvEz|1Oy&#Q!Av^V(x1S(dM5sOeyD0<@YD0lyqV?)%k1v|*CRid zq1ODjZshUg-?kN65>vFc&6q4;o1%L1&yDMc?{CXV_x!t}#yyc|(HnGvqC1VBug`_15n7TA5!u}+Y-xISnXZ7d(Cb+>iz=@0u&PE%Zv1!6e{WsaMF;uWcIsE_tm`h`+SBQAJN~I{GDCnzvRcR_s8XVzx?iX_T4q-?&;JN{#!X|>ctWl zicUmN+&=Z3VFPb*RruS;kJ}G#(_Z+>>{jmEJKj$_x7u1cmKYwlj%2iZ>S_Bqe&Ln? z_Gjdn1^+%&1_6;p9nfp6f5vv;Bzo z{II^c*S_2Ogya6;pXw5p;4Lt(7sb2rfpyT zqy1at_NykRCl)eS1U^b*mQLxraa?JBX=y^;)K^mi*q^i?nlJO}KJTBx)JK2$?j3vd z?`%rM<2`N_9h1zQC#+e%SfMf5pUp2MRRj<&^W9jO9=oyr*AR}kQe`#OG-&K1eAMvx)@Ll`k z`LO#x!-lMFo1!_=KLy1ueBLYlv^3Q+OnKtHyOHGyQjV`>no4wH}2n^OD}?uZ*(UHp#QW=Ef4Ym?sQIYnvM< zPCWinR)q2A;fMJwH6eeO{8L-rQRB{gMXID#>~-*@J4f^L^OpY&Vfb)-a;xOiO~)sJ zI%T)AGMUz0Eb%USFo`>#yf^%0JqJKJ0H< zx3yRKa8!F|{^AsmlGplQCv7%}dCtydJgK07aREQW-?o3+6~7<(Eq=6PPxkuytfehx zYjf<5v)Dxz>%IT#vGd%;>$cjb>TG^Yew=>reD9=JMHRD;nD3LF9+-VsS1&(p(y>QE zxA&bpTxJ(gCi>t3lZC?di~Be8H`IhbeBCczasPOsWA-C`@%wA9TnpGym?ejbwn)!K;cq^G-jS$FS{`~%N`diOO_MQKD^Vu@z zNp!n3{hg>UrM+zDvQV%U{OdlzxP+_+$N}x_nhd+r_n}XX{*M zMVCudR|v>!N|fbn-YC1Bp^|NHv-1c0rY+j{x4o$2|L|{m>3;^>HD7KdPX6~Rlx-Im z!;kcD2Y;wPIxGCh_tU+}{79GmgMit~@B zAFJ<1~+FE8~ z_p_L$%7b@ys`M?l?SHfPL;A6OHb0iLA2}~~^Ir7J4RQY&GHteBlz4I_uRK3?g~Lzt z#Li=Pco*-p`$~BimP=z%gN^#ZvO4vTa?^Fc|54j@blu4_(KavTEkZ5Nef<0W(zgE$ z4@ExO{}tg){`YJ0e}=v*@vQ$Do`miE&#?abe})S}yStw3w#w-<{wL@!{GZ{X!!`T& zEA4;0mH*IHG5=o|+s6M4wVwYOj%ROP)V*Po#rYquHvaz^T$v;OGwfUPpW*SA`a_zJ z>VIiS9sm1P{Xc{3x^rE6hfX}UN450ge+G`_o&OnLEXbDser5ijvfWl1ySbHn{xh@$ zANkMlCBU@*_bdN@*6x3l=BfW@Sk$*sIz|EV_r{ro4_(_>fXTE$$fdQr7gPi&gH$jYnXVQI_1?Fach z^P2q!J^z1N{cr1q|1(^;yr%v^%=|y0;fwb4uYY7e}e+;S5{xSbw+uY>;3`|e{Gdxyz)t%gtI(Vm8rNmFzvExRzk>(r&+k9_pJ8V5?|4w8 zn!J|(A+G+PLDU`9b*nGBU;ik7M*fBc|IhC~_J7tv^WO?o=Y>{j{Q9T-v-vkW<9`Ob z{|w^)QqjT?-GS>}<>Qak8`LK}uz!C4(SL?BmoMb~@n03W_xK;xT}P}_G`GJsGEXS} zetd2GCs1m3UbgW+Lp>;HUrlece_ z(c%gJ8CsG-VQc?d{`;Nze~S8lxPep3KTvsi@;}3I?e&ZLv+W+9>T^an1I>f(v1{_hSn-sba=Smo|8vcr z|Lbr4Uq*OEo|I>Bd{_C&*48NGd3mp#O>)-6FyHx-9=KlNkC&Dk7e*QN3KZD%a ze?R{@?I@OiP;>EJ!TaBzzSJ))>e5)x@cYA}E)518m^u8w{7)Ry|Lx=d*R=IQxcvkF zpDf=08RFUhGdM=Q(E7Olz3^8%WA;BBRjeX`F~>c?69}M51T-9sma2^Ae<=UwI(z=F zzxjU|wXdDFll-$k`1sknm;7fqzPWy1{e*Qg z$A8G1RL`;g_h+yCi**T3@dbNt57fBCL;X{`77egkKkaqSz1v?SX2S7JI=>^1cgGB8x!nv&g)@~);(x!K!hda7#$46j zl-{cs+d`*25q!m4@t>jFPWWc#KB=8oO#ZsPik=LDQE6ae(fN4*i|IJ0G3)wj={~#Zp3AUXJ;lepEoWE z{qj|P!}oPd?PMw%7u`$Q820bsl;>Y!>bCCuFm=mmTd7CS9=*DyJ#(2>`H5Ax86;$W zPmY*A&;B~wrcVcT;!`3$B5bxQPLX>qc~bUsT#v@XmzR59ZM*&U!p~nf&eYcUyi5%8 zl1;t(Q|8(B#jmVPPc#Q?%b3{~@?7iijXvJ=>zix*n>hbS7wfEIK6K*aB9iXVNGBfCY2vERH{pd{i*++@|H?`;NQC&ZzClm zIO*%A9xd0RN-nunSsv2-C8i*ixBB7VbnpH%`!7H1vVZ^Kl--gPuCMa4Kj!?%x_3+3 zI%CPagtGP%E}_R0`{OUof6y<;FOvB^@b0Z6la97dW!HFh;BoU8Wtr>#S2Bu!>y@AV zA(#K{nq|+$C5zYmMLw0uD$F}(3i^(U0#fBmrk#dX~==05{+t-t!%e}+B&SALw4 z|DgCnB+#{3R?$@?fHBxirI+)B`W|r{7H#nC53?=) zG5^wTgNTgllb@G)#?F~>#%0CPBJFK&`l|dnUvkwZUj6H@`@gU(Loes5Zl)i$pZ==i z=lUBz|Fvhkii9tz1p5u-zmWW|bLIVKIM%Pa5#<$L;Q3BaqCZCXa#w75@Yai4X3zEd zxa}~LnBAIc#&>?~kK?T>=Dey}^q=8S@QM$+S`RN#zRB?N--#1}UrY&g2q zt6%#DetEua#<_KYA&ROyAN0puPqpypKOGk6Yum51H!9*^jfs|pm-TJ`^QCvb_;+u+ zwP#mJvD1rNIWCgPfo;4O48O|!+xl#q`SdVzrDx~Ln^IZWotuoW?OhxczU>3c#aB8~ zA(y+nJkQ0SJ{}))y*nc6d~G%F+)eqj(m9&%T>IH0wOUg9?)n{%9{ySt5qWu5%!b_f z#nE^FGek$sd-plyTHYe>&gFaOzjNb1bLX4rt9i^9?H@{9%+vd78KjxU`0V7*q)>K- z`EkD1-j_<^Su@_(mpGqW-KnlUEvdehJ^%Bp&*#M}R{dv)pR!n(b=I6ETvfj}zRP+n z@!&s0W$3;9)PHHF>NfYkOQfE5wT<2W$@|ymH$fl6mh9T!p>N8t&ZSF?Q>_n}VM0oAv7Ap+HyBNAoVg znnUQt0`bisoB7ADPnR?PICp#Vmy;Y@woNX*(|x(%_wj#B7V>Z9m%4wvcJ99a#S(69 zk0S*RDIQnK7*vbD#c}@VPPCaEaqI4_lj?jQUI{KXw|vt6Y}209Wk2>E(oTNVsV^%# z!}0k&&YcqH435jLUZ`4{=4@O2VE>=VzwLj$)c@C(y?MR-57pF1j@7K6ZO?xb> zG~U_v=tcF4$4^aPh6FHD)IPZLVR~o2jcv(!uFkbjj?dE%k2lqqGT0r*Fh_ z8h&?hvbVi|Y0t8*SBrbsy4h^3l1tN9Ka}+Rt(JS-%iHg*=1crI^**lu%|zF4(FR2U zW|1de?)X(*Z?*Wr+Mx4p*B4*WPoCw{E1}WpXx(wV$XYmJN?5*NP^hTeyR(lQ7jp6Q zvu5nOSC_u#Kf|HZ7xq8D9Q2=If98LNqZj`(aO*q$XPEEn{qOJc{|w@BzOJS9nUAd3 z@Azzgbq#y^_x}tBO#dXVJh-N!>viBZ&mhgRTpF^ez65XO|y}T|WN&fZcnG)c*{E5hh_%vi*8?E_ie1)y39~PiJFg z*UU56$T{O}p5$NY4EcG!#a8E57OslnR6DflLx+{de+H?AuDS8jQM;bbzHqFKtC#&O z>xw{E(Nm?YB7qKIZ2#c>pKf#eufOj9VhYy$&%j>)BoZ`^b`3O+wl`<L3&2eOj#KSU%IeZm~=N*59ZU0uc_dkPk+VcMl_45B2y4QI=&T#TGnzs7N zt2VAZkCsZj_{$%$XwUrL_Hq9i7H$sy&#=EARA~I2zrOy$&6WQd?jQfp@aR?j7K8r` zXMY&&-~3Vj^pC~YG}f#CJAZxui<~R}8Qwqs&+xINKK=FmFJ@Ww-#`9m__50#qTb-& z`6KoEkNOGQ@Z#Tv!~Yq~9~}N|FZgGFmu*tlr}{U4tN*o~_5b(J{y&4bJDNup|90m8 zbHADY%^&wq|1`dKX`lShu=(rzU(%-bzkmE^_!BFC^Vj#kytC&2{Zs!>um3HN{pUI! zd%8IvsRhZss0zA=YNJe|Nji4aqf1~|LWH7 za=%!=hWlTw{a%SFVfX(if<}gl{C|I{|FO#cA;)4pKtrmFn{&C38SiU zhKT^$K+JWmW( zmOiyP^lwXL=C-wWWlKd*{Ou0>&#>U`{l8!C{|S{(x>Enby!<~yt@(cj(U^ay`v3fi zFSe>IwEz6_??`!N^4!`(M6{?A}9e&_IX;r|SF^Y06D~Vs z_Rap!(6t!Vs&66n&maAsQS_+(`Q_h_O0R?~f75mU*IZuz{c`=skXqy*l7oZ^UyT2s zU-dP9yHE!F`cT~L&vh#+_~j?tdE3jAC8jjX_#6;!JkMkK@@M$M=8_eM^5?zw>p%0^ zm@D*^mteu>>#IK5&g=U0{>|O;e{Flc|NRD)3&@;ZcH7(kr~62HoT%PT4E)B87<-v1@_ zRsZ)}aEXb+gSe#qN+GDUy^^tB@88+$^)Iro?0>)gKf|LJsJvhIkINxOOv9#=74u{r5ijn*GYB$^RMpy)VTtyb$Ordd>mX z!NWo`J`D+Ut)2Ptcs7bbFSO^Q*i$0HveO>W$Mycm%IelPC%!%tsl<+ z(~$n3Vg0iI3>Sj7WTW!eE&sjLKjPo=`91$s?CKX@x#%kTcm~c^pGcsCTsBf@o%(S6 zPlf&8Qu`BOYpZ9x|K9oQKf}Z?lKH=v+WUXz(pa>U?*URP4?KVl<1ec~9`Bxy8jxi{ z{~5|xzLvl8Y2$x}<4a%aUwEOhsOz}`y62GjpH^us+IQy1~xg+8$UGX^}ez5-)p z9b@RQuw~iLq;)5!EM~2=R+=liU%ln4tM94YJO3F`bo*(64cQ2d~Fz%0Q{%rEQ*X-9_?$bFB-GdAq{;YOwU-kIhqPO?X%&WL}{mM#LQPZVc zz6bp*aEsmji+^pp#HsvgT5pzJ3QsW!+xg+^zdP^R?PmAYPffdX`)saeSH&rVH`!G; zyuO6Ka$Mq)b*Rd9A}HBrfTkWQ*SFa}KKP&E^~!%vTeG!Ma?!iw{rA*g|8u{Py8qpj zzxHP|7Ii(bZURp<%(`~#**j<1wR<-2kkpnEv-o;onYYYDkBeTtGF=6y4ztKRY2Li` z=vnyIuad5I5=&-3Ek_Brqrdl-+`D zkh?$rsA+JwX8rCfU;AHGM*L@ZeCf;d7bT!!gT~$6Sv8^Y)bFp8{rb#{r7A@J)7F{_@a&g9!;HEW} zqOwVs{m$Gpxe6cT33L^qFwbjW&`F6kJ`{MzQ6gyrr{SyP>*|Gnh0ni^b*O8v&C30m zD!bPHmP^abPZ#@TyL-khVn((1F0DUg`geid;U|BWtLNYQYkd4^#663qpZP)6?cv)k zBewOhezW`c_w}+>a|$LspKg2KH>dbg!8ARaiBC4YUV08RXUOvn-s9T5Px3#*3AXxQ zzw-aGYP+FuwO-Zl3IRpJkMob5pZ}8e6$y;9>{vXx>!ogurId%%qhba5L#uoKnVt=u zEvaI@fm!)K!syb+XhHMX$-ve)P;2j9R*GkxPP>$HD`$d+Vp> z{3s2Q6+a((TK3G1SB3NJy^dUecjF)VcON#tg zd|6{4)c$SC-$}d5x9+O^B_3(NdR_XuwyM|HAJsmcu&n;-TZ!Y>*Jf3$6#Q~!N{`i! z+w=B(m4AL|&ios0KXO0SyuDL;d;ZhVJ&~dpL#7vGr`nhB@2d4*n{RP-dGp%0>TmUL z-n*B-k@Hw+@~NGEWnCKUr`alihFj0p82)FF;Fk~b!42xe};bc{|xJv|Kz&5 zzF79(NBj6scFnr~8A_JF{Fmq|60UehboWDlzI}VYHEs9KQ`DZb?9Fq#$Coy&{CHBO z^3#))^RdfCmufm0`(?e}b}aO9P(jw5o$=K%U(fUYs5|f6d4zT8EdTx5UzIQL9olpL zX#6LmEcve={xh80o!@%yQ^t4IyEFbSUTOJHFvh=Y|C5v}_OBoQXP8^{wvOjXZZy8o)3*AF)xJ{%Ify0oa?CRqN6oXo|1dH+6j9*NE+eFkoCKJR$0@~?DH z=BJ05OM@rcM!!4f8T$NqXwlNQQWy13N<_WyUb8iq&s%d%YUE5u9*$e}7y+PGrx>V329UVJm^yf9V#O>oq! z*?VUMx{5xZw}R5LtBSR!ds&5-b%!!f7^9kP#MkqW>b(wK+T*!$-%_69U8iLxv1o4K zNqO88cE07ou6B3({F2|snknw`rT#JV{j*Hg|8U#Ch5bg&{4G!3{=UDg;?L?Acd~qg z3g;_ry7-?VYQEJ{KfYB{Ebrc1{p-SF^eM3?*^99ZlgB)*lx*Io6czDx)7KoE(j9@W zqQ}a><9DD&MyRVu_|5q;W&2Qur*{5lK%Nnd*Y5q#P%(eyR|)$E&KEQmbv?5JPi*g% zkLi8)$JQva_vquG#_FEt#vkEx!oD>>vfT2+b<4+}ANY5lldL}yzOdm)@ba@gk!(2xvD&V_u#AD)N4OpPRLjoEj=sr_SfgXLX0X7 z9Z^f(x+DEd?t;2X(=)HFmL6MKpfa0l^&y29i~nS&2enDHygU?h&W&qsjcdh~Ih7$^ zB7v@z>TAIDNT4f&=-dzI|2Y`{XSja3{)J|gDGE0{`0u6VYwCl~AFCIVx4-ZzV^P<~ zGfvAl{AcKYUH|LV{&Ndf>dtX37U|*Sc-Uv#8*4V@a_#kJt-3QW|A3cjQv)KK8YlTN ztX-QQzHRSjfg_Vv=krcumi_x$-+!8ge$uRfqk_!>>^9*mXI)*|adbIn^)|2PW>QA2 z+NSH4doRn}_N#RNtvs)pA*nOI_%BV#mO8S%<)~P4^X1*O^@q0FKUCWEpJ86O{Pz?8 z8Kh8oU$swjYI*fay%K!AZ2i^$4Dk!kvW9xkE6AO*wX7`p?1khA|1;NqhyQ(({PViy zx_d`!%O)LKw@R7&GXr0d|JS9LN+WZOCF6~Rinq*3ei@g?Ea=YOF-KMV=<3+Ibl0ll z)hw4b$8u%oTl+uZn1AM++2dKSOBV^dO!0EGX81KvYvo7TW%m^3moH5yLChHP^3PHFv-Lo_49J%f&TrDz%CP#@m&H5*`^XTjq=ZME^6K zkb3=ZpZ&Mcb^1uf)V4jMkD_J8{b${Kr9C};dWE6Z#2&^w{a(+vu3quJG<)@qW}RZM za|_!QgzxROan11N^y7TB{g1yqXZvcN+N?>vi@wzt-ut7sGtwk-?dH#i4K4mNq&6IX z#ak$KZEkh`n)A6jLR;2q=Ny{6U%kn;*!RNL?6q<~VxuNh99~>f_#%5-`|)3e-Nuoz zIx~K+-rD|r;-A$XR~B|Ilqyv}_4vnP%}Ylfd^BF|CiAMk*<_})_XlnF5{HU4r#9Hm z=wbXhLHp$E1s}sZ-<2*<@c4H=Yq_=Yq~llSzl`~tI3r0hDzMjf(VCK{5nfXiHA8$5q+-j_?Ag?^zm@-{9t!=N9k^0_%bv$KCrmrpCllL>XPvz1wx&vy(TESW_{922;wBMZXv&OeDVf|Fd%7kA% zs4Ejd-9>a9d7tM$!xLuvzqRK7nx-yB<(Ast)v7xF)#gw7N5#*7`IdEQtd}{Wu?Y8) zqR;U>^~an4Gh7e;)0%ZH9J#4}=Xm`d|LcGH7o4uYtNE)QRIQu)IV%MZzuN!`(qvI#!j-MRsoB3_O;-2o84`T1EG6c z`SiQ~C;m4%@}Ktq;flxa7WZqbDr-;wY5pzE{%8Gv2BzshC)OW1{;%nJ{r8XikM;kU z@t@&B)cb$`%zs?j68Lr1y!fL33*ape=T9ms_c66{O}T2CeSh`Kyf^Vb+)eX; zN#*bV`2L?>KQd=mmiCcv7 zCI6iM&%oIKQ@UF9?%(%+&PAiB>Hp!H_n+Z~wf)}@^*>g<%2y7P@_y5WqAoGh)7OnU8V zJ@Q)Pc;|`9+DVIpZ*6&-*L{AIMPc{EV`sm<`p#T@B6=W_WukVpvf=i)cb#b<^QvE|DzDq|Ce`q z{r8vqe>^Rp5}0}uRKCrt1xMF|{|pbAuGGKC0hQ*y{~3;hmgsW_{%2UY>HWXI=AgX< zpSpB*>+h_eP<(#(@B2UJ$fKAi|DiF<{)-u?TwnH|;qlaafv(e2zw3YEtNad5bIt!5 zT2PEzjN+Nyr!+Rb+4uCH<9WOH@9Uox)T0_VrT!2rXzK1}`G1DG+5Z{(!Yf_HVnJ1f z<#TZIh^DP*9=@&(TE{t|oM{ZH7<|JH2(*R=I~ zxbuhG{~U_zub-}ep&j|?Kf|5pujQ}&-1Ga#mi=$vUwHXqQPnVP_)egwdp*6 zOzYp?zw&wGe}?pDWm^JWYaI_@YX!o@YM#1^gh#S1Lo^LSZDEUUV%E<(`kz5AZu!ed z_uswxkhzWXASc3Cz#})zwHN-#{m-Ca3H4VMYRz_D{NHo?h=0q^KEHo->3@d&x^{n8 zk??c#3_zniI56YMKQ{jvCg|M%`sw~JuIrvL_Ya@{$#nKVL%i;P(Ds3;+Y0~v4Zr@U z^Kdv&}q?lq~%eeUF(teRJ^uGf4KTTL*BpTbNheW8-o@{z2ZZewLx#H zLe}k=n!xr%6s>#-U7Mu!wC0-rk56Ciy-wNR$*cl*InGrnhLzmrKI`>1S0|zJSzgz^ zc}u>@eT~{{{ZKn|T9xV1vq!IP2{-l$c|S398-s!6cePyxTSBwCbZ^Q?PBV(|v0g24 z_s#V63)|-N**ILxH;PzYUvR4Um!5sp^U}TYffv`gNVRTuIb*ckGEDABLH6Q3AOGzz zoj#2->9^7;r-M&d@+|mnan9rYtT+GE53>B@-8n6k@nK5E$yX8^0O{aaUYHaio`n)%5GtxBTScdmK!Tza8SoZ~AI;r`AfvC=Q<^(Ob} zS^MO#mF)O)`mbHa;(z}ccox5Mb6B(MTR%%hN5x|QU48GasZ7(+Sz+lO#x5hjP~zF1 z-N&R#s{A|ka}v)_>ElVh7{SK;;he^ihYLBhw%mPmSntfLYin)Hlx#Nl?aH}0(N!c| z@C`VRla-%0XC{}I8Rs+a`1-=$*k@DwTk(Q}pkef1Dc2KM-BX*KFwe)!ugq<4Yt_!O zcz;38Yiso)+^h47!`D2xlCflAw+xE)@8Sr z^6x(>b#=9c#=#n&LpwhFTPP&XWLbDqdj1uzQwmLv63Q#qp0z&`eC&)q<4ljAUJV?k zvscGBm)Cq3ICio9pu(?f5w|MDeM1g=-d_{id%8zwH!Q`9%Fk_O#cXPE+`2(xB+xJ%dsM)p5YRxn;yH~YwC*Kw? zD}C&yeaqG_%{#l}VdT7fp}ia1QxyGbUrD|BleDlTG?al+tARa_x2VkE@3LKBAVXQti{IkLt^_O|!?M5p~*m!G@3T|RyJy?Z>jqxUrbzRUisVx``exo$VP&t`!p zLJ!o1Ue6Za_~KVlrJ<%Jr&I~k>L2A%wO)}5^He-V%bDhKoU{I$ef{6j1BccWY+m(u zb?laZ`_lEVy|&oZr9I`*i?#70x7;&VO%!VN6tQ4l@QVM_npHpd_;Mz`_L{Q2d*gk- ztiqsJr!I{(++4_osMgW&AJ&Lfe^bBCG5&D%Kg0I=;B&|S&YyYfqO0gvcF3W5t|APf z(tp$4FFzBAf3;0)($qUb)h%wy*IB+injU-QZAq@$^PoMs8xFMgua-MdJ-PA6^>g#o zt>&%R|6$528@+`EFFC$BSk-Sb5~<~lQ9PserdBnzJi9h;yI8ovokK?&RgBn!`}Xu{ zWj(gz{?BmIe)E5Zb(8)xyhz(^HEqosMpuy_321G@_<5>GU~G!iEZ7d|ogrV~CHlT> z@jsPS^OvT|zcbkjp4NSCE3l~R-5${gZ;j(Fvc9=KT~lM?#A`-7SV~^ma;(j`I5)HC zaPf5Uo~13z-)gz1-bIuXouI$7!Y#33r+01JA#XE3aJ|AC=X= z+;+>c(xR?~oVw>(s-Erb#=5y-d0XAJo|hJ%Zsz|>Kl_aP)s0gYGtSSS`C{HSzuUFH zD(C4ZSC%Fh>E%4HPz!J2~!A9pxCXZEw1 zhZMe>zTOo#dC?DT_v+t^)Yr>R-x|aGsjPINm*|6Gg$;XKH-zUFBtKQI9 z)b+@A0jTO-*Zy$(pN40!l3?en7j@G0C-|Txfld7HIe(LX%{QN4FE;(}-e0n|B7yN% z6^9p>_qk3o(>hhe@isUn_HHbz=d#Lz3YO=y8XeQP*gP$mcD>d2*>+j?-_??kQ>%A^ zM*OQR>-e_m?r;lh`Z3@ChnncCLsMsm*K+(ZUUo8VeR=UG>vc@?AI9zZ7dm;(-NV&u zR5y+;J<6t=JQ*&XKTT z)kpvGZ*%`MXwM8gJCwf(n0c8**!; zN8aftjwm|M_w%%0xVlcaDRRx?iYXgU8 zbMCt9YU{i9VeTzzZ}@^-C6BLI7azSz%>1p;q-5oy^b1$tbKE|aKkIR(;3|QLK2F<} z`}8M92f47TDl`1`RNGN_RZd?wqU)kp=1uFU*T4SsW*om6UeJB%n65}*yipY+X!un9 z!{>hvn;|XkSk>Zse)}if(B}B1u$#w!e~pj-q|WPkFRx-EFr`nQAw$->+!)Yf@D4(Nj6cv|fJYN|WBO`(d6+ z8D$poCb^%Pv}a#4(cJPwEKz;ll80T(%&wkijrRSvGq20&i1H0cV83~h7TL3zTqJZJxGT;rUwO=_~Myx<1Dc?Z7z`5f@_(y3DJgp?witN)Z= zX}cerwEESluA<})wqH-?ztYzC{m(F=cl+Nm|7Y6I4GVg84h1Y-6!bUzkMO?9MGNL^ z-*~O!{6B}s|8}kaWP03H`KZ!KY0*+kmQuFe@}Ok|GWFL(|GDir$~r@<$Wf|61?A{zrS!RF2eXM;}K|b^mbe*RSn=qtCt- zntdd0u4=~D6g$d=0jdF^xCP8w8X&ATLcHMhK4 zx{m9r&X?ROTc>Z9OFS+%bxaZ7(NnIx(e!@(q0`8lXRc2U^y)KOEAi=YzSG8;cG8l; zw?h5CZTn`M{!c8f^*@8%tm%J$`~TD1^Zl6A9I4|S>$Xa#OjVkmc2R+`O+fP;=R0ks zF73x!*ZXz8$#H8OPFVIT$nR}*c)_AB?I~Zt{aVy+;q%ofy~Z^k>)#cB?SEBsul7$= z{I~BfO1=cT*1UWyX7Vz*>6hfvuoO2Qr@o4Hlm7`t%l~{@{GXv_{g3PFu2m8?mj#=< zd$l89Z#|>+@L}jZ_sIVYoVxvgKJEO^urK^iws`Cn<-Pm*9^LVnExqX}zZ4CK4*KO^-uG?Jm#O7KSyS#X_$BQK~?_pZvpUl2`uF~h7A;-clvGG)y%y|4k z^lV`G-<`cro;?3~Gyc8!l^6HE$tv%eWHQMxEqRiEadcI9hul5UwpV6TLlPtX&-VLQ z9a^+w!;MonGJksoZLaTMxz;OS#afk;>v3w`rp5TLv)bOuVr7;p z- z)5@onJweV&s-9K4q?`AS(FWDPt9@1vq`JC3iQJkFS}q*Ca%r|Ke~0OAU#A0(JjL4i zywd~N>zyNh)Uj%+|LaMpyP4&_B2 zw&#uiUH;YPP5sTEbJvOl#s?I@X9f%7MQzkq{8)AGkgZ*|NAKpH^|mw83nY$-{0h%@ zHF@){rT9Ms{}%7{{1tKcz4uO%RO`Ll?c^C3G4TrX{Y$&JG?v`GdklFbVsx-Yn+}65 zSSDmatqR6i{=@k{8R4Tx#aA!$pw=ulOi?OD-=roI=pb(y=qh^6aV63a=;8?a@bYDHhU zI`53iGu1jpW*2BsnPmVz524E=La`El8UIY z(X=o>wRV>!m-hPq46Uj5e|d`P9~eR=l#scv?cePD&tUY&Z~fOr{eOPfR}s|l;@|1{ zpY@N}U+c2}{PypQCmQSa{}Y|^pW%z)Nywa3_hNMZZ@v06`vv|pL}~nIIKTb-;t7j( z{b%?Q7W|*#!g2L~%<}*A`cZihH#z^!Sp1*C?*6?#r>@uk86HN04zZG%|AVLg$1ZzR z-lpe&PJiU5rx(yVIP2>VZJPhD&C(t;@$#|sXhy)jlNoPwSKf(QKEu)DMgwRs&Og`0 z?$dAErl^{%ySA-XuOMl&{9COJAqnr+U#*mz>slb6cD4S6ZS{YK+U=l2u5NCP|HU8o zpW%M)e}<#st$%0w|Et&E<@9Tv_P^SH+JDad>v~{!cGZ7|3sv9${m%cV)xSAw{};Kv z{~7k(22DTxHk$wEUwldPs~ziqe*dxlv-L0ShTmqZ|1&tgzW@6zXx|Qs<~OJ6KmV+~ z#J}p%{^$1}?LYJW#X9CUx7Pn;!~FWL{|v_a z7wzCjbpne1e`l8eXRx1sS7Fe40DbW4L5=b9xY!#u(|&C|I*Ze5O236VGk5}c_214_ z^%ss;{%7c~{}{S2d8*qwttEFu)_vRj$#TQL>o?sl?E2~+>{@jH#;oOkdCKSi_zsHC zZ)z+5GdRmW|7Qz|Px)^q_0K>3UXuI!{m<_|7Oz~iGyjcm@V_?e^M9(r(I*`8pJ8F& zXUH`0ihsxY!Lj-M{^$1}378%Dw^#n>pM5Xc--DvEZ&}yV{TogFe@VQz|M>o&RzIpW zQug3zzYjWUP1aZRbbV6R{4a+0>L1_#6Dp7Deu#tR_kknaYL@o2e@Cv`zewKmpW*oa zAFJ$9?8ty55Bpm15o;o)CgHlsffj;l&Bgx=^H0BU2i91vm~v%(?&R3t^XjbU z7JYWR{ms^|>+$}FoY(7LlwaAe{-5FTl=?%$>;5xbc)t>~J@L5qop1g-4;F7+wB!8` zr_%esWWVa4{Lk>?sr-kQ*ZaR%zlxvypW)*v+sW_5t);a4{xh_wgZ5nA5Bf9zKSLjA zqRVghe+K7$OMlw`XOLNZ)9&HWHOi*1OJnU35>8A(ZZ5&tq7U~Wt-JoN_2E8Z#aHFc z<-d1-bzeX6Kf~VjZdn&yML(~j7X>;m#Ltnj?Xa4t5-SYDZ{}~$j z9Ts(I&v=Q=LtwFuNT;)D?TtX$%Khf4eE!p4^UQL;+0`$+6X+`XR?Y%CJPRK!M&dJm z4h5}~CUD*xBKkvZqeCulnH|67RrrP|*EwtxKTdvO>%UhJ`w+nM5Ur*ri zGgis#{?AZr)cEVVukezMYbNg6WpHZKoF-ex1?))HGa!fNoz;htHwQdVoB!_pRk?lc z|Gw>&TP=pepUIOnr8EN< zPxO*V#zB)Zg*!S1WFM+NJCEy7#kw6D>lf7uM@8x_`Nv>OmBJ}Si zAL?JZT*3>qk!q%wLHOiNnir!#RrrU5+*x+_{P)mv^#QC&G0wVs&hlK`Qlxn>Os4D7 zQm!rgEVj5>eR=gq$fvJMV@)rp7Ymx-VOmpzas=Ia^z2k^>3;iX-SXbqwf*y7l#2wq zR=f8>Le!N(1V_xSvBr9~T7y-W=0+=Tsgu&H7xS#vJfVC=suX@m6UfY(tDtemb!dm; zX}6;!);r)MQ^0+Rc&mfd?`C5$rt$)XJB>rq%k-K~2`=(?2I@fgA7(V=A zD!AhCk|@<1#R@aj&+hnY`Sn?&T;`+mE#IQ@+t!ux+6V5M_UxLlPPakqB(0up43g}U zw*E`?-~3(|YkT#1`?HDjSUc`GaQxo$YvJl1}mzl4Zuj^h-I^T-dz5B_t)aTlguWU%9^ zNpCIvn_$HH9x;PLc62P zD4Xyw&LG(h*%w^Rj&eX`_=1QNyV6@0?`SeOnjn;XwLj*c`j_?g>pmYUh;?2(fBUZ5 znNv0?_wQQ1&VTvVs>hN104YJPGeEmw|*H=T?4{+PE9nu{A2S&+i9~OuAb}ce6xU~@d?AN(?II`*U1uB(2mKDNy&Z({kvD38sr%mXEsa1|-KNm%baq0apASChg1 z^t(kb->tW?H|hDH4w3< z(i1xOeO54kTpzu#iA!TqBh2garl5_DulJ)i0(N&j{D*e>rU<-l3!hRG^P{;qv0T6X zi>1xV2}#eM)_s~}_vn{Qsr}Tdy%qD;ewcq${MXvMpW|Puu2Zk{OPg$OEd2L;6-(@o z{0|rWHfGnU1^r7?>AKi|@4VuYf7SK&USFStx`eoLtukPcV5kajtv@v9qy3-%3>p6! zzJK%oXC9k==sv@1IkAr{zuFcSC+Y-6ZBcM|7hPCld!_KxEQT+ukbK07TrliCwZ|N3 z?`vFH=D&A;17AO>f1iDE7AUcw{02_!as40G|8uw=|Mla4hD~cLkCyJ^`l#F2z5Hx` zsp#p=r}s!q^*F}x&V6b5)2)f#0!z(P(<)~km72O?oygU@7rP&=|0!w8|LaHn^Vsc& zUQeCuI_tK*jj?e5w+NoP1=m^E#=2Lpj*UGcnLI13l*f``-dDBO)v+1h552n5d`wn) zalf;hys(tS^5CWS?;Pzucv`qAWZERp+LwISw!FSwn^v8fFm-8WbehQApEiQ8XMIU? zyYz?a;#~nbZKE~(Y03xx|E6>gOIcHk;pL3FzjwPr1&5f#A zrT6yx_T>4Cy0nkjb$}8z2$Ru}!m=qOt}q(&D5G4`$xi~A1`xU)S8o*8J>TA{>y-qkGTbA_Fa28|KhgBpHHqEuX#0HYUzPVIa=#E zniutdTszlGB1?EVXR)P(R_RC4$3cZp12qC&MW4*u0BaD1_M@JA82ais^1(&x(=~pB zPGH@fzwz^5zDHde>oY!rCjh!M7VvBQ*!hv|*`asw{4a_sgB6aRJ@xmgO6}1v7O(2H z)_=JFaKYT9Ykz!}{yF0*x>$biJZH~8-~QE2^$z>t|ET+K*t?(Wzf8I=yl1(w=lq$S z|DNv+ML+y(Mt`X*(rJgfmFw{(`Y)>-L;_uzVU^=(Gn~rJaOe?b$h|Rg3KnQh3T}WQ zvB|1gVTl--rXWFs8?@kE|A>)d{#h#)buo~3qA;kmK*!oB{fu{^D81p&oBh9+zv_=y z{?AYy*K>7Im-aLNO|XQFjg~~&w1auZ#%;*%($6VJs*XL#%?!cc$6aee)T{NVo#2bP1ju{>0`zW;^!%Kr=xg8wu0 ziUctJXW(Sp`=7yaum67rrum?~C@sx#{}~qCTmGM+(f^-Gpac6K6{+uk*}mHU;i~_* zc!2F+Wf>LQggGPX1>=&5vlgxl5}BO=LLcZ^ Date: Sun, 8 Jan 2023 21:52:04 +0200 Subject: [PATCH 15/21] Implementing the game_turn in the main function --- 2048_Statistics.xlsx | Bin 139161 -> 139555 bytes Algorithms/Expectimax/Expectimax.py | 12 ++++-------- Main.py | 29 ++++++++++++++-------------- Models/State.py | 5 ----- Models/game_turn.py | 8 +++++--- Pictures/Screenshot.jpeg | Bin 30968 -> 32142 bytes 6 files changed, 24 insertions(+), 30 deletions(-) diff --git a/2048_Statistics.xlsx b/2048_Statistics.xlsx index f2577c883b3dbc36c5396f548072f9eaa7714a7d..637fa853168a15d651704b49d52dddc07f7134c6 100644 GIT binary patch literal 139555 zcmWIWW@Zs#U|`^2@L8u3#_s5w)X2cVu#tg*L4bjQAtgUKpeVnfSU<6#K(8V<$G6Xx zo5@hX<^QR|z1tlRIwd(=2->iTzgk*D>#?VeCGR)ug`6M5ue=J3cqKs zHWs9+A6}}+%KN`4_uk4Yrtj6hPLsd(!8$Vz)w%N=#kHgv85nq&7#IYRotvCrlnQch z>qJMt!v+Gb>xEM1-|)-O44cKO5EkO3B-AlC)&F*f#m1b)TaG83Y}@1#bK?3z-^*J> zr$+qxZ-2htL^6Dexs+VVVu#y8J{u;5=4ymrF34QFh(mH8%SoR%!duOs_f9+WYk8c) z(I48;3|pPKDc*x`|pDJd6O3^ zo4@vc!y?f5zw6f4rpz7X^DfQ4{YdYOu#cOdoO?yc1Wwg(lf4x;H~Br|cevS66!*{B z=Mu+c4u7tG<(5gOl^@AXNdH$SYFu`W`}*r*@4vjIw_ZN{9FH23zV;0|w^A*3NFEZ;_Y_un=X*eCv?UZJG?%d|DFdm43bd(OVAaw0G2iO1mGk_bmC7(hy`<-J=JARGtDLR82Q1DUpKw8@w1+k6Snpwf z`<;CJ6f7E8ZPOP_dGIHPJ@;p$^m@15Z9W=1m$tg^ zGv}GBTGMPa^=9bH=X)~OrG7BfZDUes=C(Y?7=PvhiyD)-bCWwOn|sBqu1@o2%T%Wv z%WD^kj^_XTn&Mf-BB!t-BYaWI+YT?g236L1ANxM;+>oU)!M(U(@+T4X({bgdc?WA& zW$pR(a`yiEA3}e=zV2T?uXgouW6}Sgrmv6t_wV@YGsU9+9_@avUtj(2(eL&D|NNZE zc2D<#N9+7YJcb4Au?@dXgq<&!G`JnzojGTjz;%-ZtqD>O94!1;??pN+I{Y=@ZYw|c zMCFnLvp*j(!L`qi#vHxd{vqai`5w^+ z2W!;Stgp@N2@Y9Y+24_ISo4%1d#bdpv&Z6Z9FJ$k_ZJ2QxT(w799qD>@tW%LiX&gW zwil>9+H^rsWZ}A>&wePr2wY@*-~D;%k_fR0FMO1OiXZ!0JU6&()Fv4?(S5>lt4ZqJ zN-Hhr6bio7R1)Di)?qmJ+})(W#nsVI#AK**xvr+BxsyOa1n5%Gvkd=AQ0`GSl4j_iA_Q4bs0qwAtT&#OUXYP4>&) z{7*iW7j^o#|CQNya#lSr&Q!~`S>tb@s9xiEL2z>9+|Gx+?M@onL7BDYGnOve@n&7y zY_Wi8j*dUYXDnCOoYR??bMx>NU0;968G&lwSQlU1b|?JVO+(r6pxbe=?yXEuq<7v3 z4=dWp{n1ORWp?%TTYJ{{&h$Dk-R=IomP?UyTUILy?#g#RwC&qbrAr$!Zm&;H)Cv@Q z&41vNXWRSGo+CBQEWM{KLVvA(@y_;=@3}Snw=eSOfBGi&Qi?Nm*HurA%Lc8(Qq|2pKulrEdBZ2!FY`(BJ2~oG>|%;0etlSZ?hc>PET4cw(kio8 zWvuSWh`uiz6ZRrzf}Q7a@dTG=M{6}?p0=00JYbks^Y*Nv-jtJjKRycE6{UCdR`RB^ zLaiy&4n6H#r1qIh?{v1+DGQa$Zv$sqiT5o#T>EBMe%LLqS-jF7H)b4Nmp3^)VrNy@ zKC|ntxv#(OKJq)CgKO)yd9zk8zqY0P%}0j?CE_MO&Sv&JtA59Jd-JuBb5l2M`)t?L zC)YjmzWDL0mJiqL`WfG4?X;(AQcNn7W^C$oZ@y=&?T|&lMdqb#i~njX@?COM#J;?VpXP?^-F!8pR(Ih{&!?6*rkwgT zwfn8f{vyVRif5h=c$Cdwv93MwmM=PP|MfiA!VB47n=Rh(|K51Nug#ygK<{AO_1?V+ z7xGxkWVY`)p!IV5;;&wgb_`m1#_x(Hl{r`v8_J2Pdj{ko-zy9}M`F~$t&R)Oo|Jm*Jf4@xs{{QLyeShE0 zUSC)7fBpTxzw`J1e_cL*->=8V`D;Ia&Hwz??C-bP>;L_k9{>Mex%~e%wcmf=ul>DU ze&4^(@pfC^*M0qaf8Wn%tKa{-{_W-K{Qv*>_xtVt_lf`C%k%&LEtj|ZcQC*H|L*;D zU*FIF_wzFU|L5`d>mU5x|L>dB^ZxpO&o0OB`~P`+{m-lA^Z&h-ulw8o(thjrpV#{3 ze>MDDZ(slG_jmi>=lB15xVrxDbN~4IUx)eU|NCM1i~s(=ulwtMZI_R;tNr`+`TY3n ze_qG`-G9IC_gVY@4_B|Z|9g1-^xNnEy}te2{O8yH{~tcTe;U94@3;CIxi25>uDtzx z`?ti8&#QmF`uqQPzrQ`-uU~dAKKDUc>SL*`SE|>zLx*@^7j7yb-!LtH>u(I(VoBm-@nKI z|Gj!|e{lcIWe?4se!RZ_*Wvs7{y)5(UnlkCbNL=g1@4l<{=hAzR44&3MKf2^~Jl~(&Cx4osV~GEEw&oxI!|g_r_Hq0ER2-E5 z{{L*87)mOSHQ{o$+f^(DVPEw=y5`tOJM=a1jZ{=aHpU-y6a`+a|Z zuiy9kN8|bW@c;iE?Ejh8{o%L&*ZkW5{a@C9hu61%xBq8f^Y38&pO5?Zpa1-C|KFeb z^ZN_`|2bU#{{QRw_n-fK`2GKv?fd_{+it(d|Ig3;|Gx3t|Gn_-G5=Y4`!7EYe#-Cn zul#v8|NrCkGu%d%bLP#oHcCEq{*2$VT~8lMTAfJQuDEB>XZMVst=oT{umACFxBru~ z`~Lk%ey#uK#_jF(f4=-(|8D-j$A3RRSU>-t2V2D-iv!R1Yg!%pdpW-Thw#sx|NmS* zzcl{G&iX&U*4O`f_5X(5-w#*U-zu;FeR}@?Pw!JE{8wW8IsN^>J-b!PEKe(T zPCgUVX8DJAztYs}(NgnQvIjk#`QyC3`oF1rm;Y~asW|%IS15ndib)x^k345AYSq;6 z`N5j+`uB95qtc!yyJeE6C(BH-IH|L}l&k$!_>xZ{c@MwZOz1i!qRAr^DB-!sbCK7g zuN~@%Y`SL}4zdN3HcQ#qND&Ua4_Lq191|OS#kB zGsJU?+((r&D_SK3XB4z;?ft>ccSu37-@wBq@rgvcil5Qx-G&eU?wR!6*jF`xf5{?) z#UgB-8a*oaR035mRvnpaFj*|kDe=(qpJpeOdsNI!?o#e{+8+%f2jOm?zDX#kNRA`xC*ta_^CWAbu}_joo_<6z-E!iI(YC-@9NBE(;hGqR7MOP1%~H>#t7!?>Ro)g~R(#ESLd6tC51TVD0{MF9~1? z!ike=THZOI*0X4D-*P0G|L`J5Pw5s836+WFy&=6@^giWG2y7DeKDd!pU9u?Nr0Dty zKLG;|_C&M5nUAK<4{w@!JGbZlen~OjOMx>K5+Y z;o}{5<#so}rZeV$1eDiT%v85vdFeK%L`98*V~O!bw^eRY;+0}2JdSp5c_fltcxh{d za(V9?7RJUB!!+UE%Od*=1a|=~cg!<9xv9Z%mvr`$tR$9ARZ$|0Z^-;MyQagoN?2eQKT|419!Ibx-5=-^b*SS3x+Y=NfygLPQL*zA&s~)eF&NE4tT29%+;?D(mcrLx1sgN+C?>s#G9Mppr z1p8d@y!KGM_YNnMe3Fo*Ns&-W44Xj5o=25&jta4hCi`6kIj;xmywyy-a&tZV{R}^IJBQ_@ab4R)^QqG$?GBgppWEdw%))ZXHVP8% z+$mpP_*9kbG1{AYcd==aItRy+>Mfv*#aU%ief0hP9}idWd3Q1Ldqz`(!!CD->z>c< z>y?Z3=s&m7UHtB1PN9AWsheM2+U1_Ac=&AyJfeN@)E2#h-y7dubp4*uNX&E$^ zc(pll@@j2#uWz(UcLZgVytwHn7OGouPC71mu8G6!%xfw8BOGjy0%d~BJrh`p@7G)6 ze*Cmk^u&!nU6sq54j6iT&*+`QGV|FD^|+hbaqd3^lqEQpRGT(aOHhhBcM+bV+{Gs? zerzWkJyG#zt3rX;lHx6L;Ns9ryJo6-gj{iB@`Q62U7u$(H8@&912Vn2M<&*zuW$d6 zwJ*M2l-ik{qRt_)q}XKkiZj`JRNOX95?aHP6k*~4a=jxg^wXPrK!M*kU4Hu_aSvgZ zKF3||&@#&ASnB=tET@I<@O)8_kN}0p0YrE>x`9G*`i;fi@8DKdo6OEQ5*^ApZTi9k zl@s_bxw2=1oCiyV%{>aS9uvUMQ}7kAU^^LDW_t=06jO}e$hvN@S!3903rdDcpkycx zO@@0`FAQA59<=0fo%(GB?GN2Wi(HE}5jpQPcHO^^%n37Z-KMQ*YVApK+Rt`&MCQR%upNnO0r)!0i)@_RgM-8b&%&DQ~{y{wqjufc)m50QZ}N8^~{RNt5J2 zew)MgGIybAQN|M$k7KKo-uNz+&bi}dAmAaM3Chv1m~QM*vYnu0dqm0hh0@xI){YJe zdjq$CGPIn#4a>y6i@aw()bS91=?K#0xC^GM8LUh8dQ)Dr-X%!#m1!!Om?kWGCudHA zs_w^2$D0!`D#U_4r3Ceq{Olx=mlH)^DvG@fTtD&JiCAT8Q1xMX)8#VLd2@w`xNASA z{&zH}XzJ3t#L~%@39lih@H7iaiF~iWz0YC)pZvG23JDWrQXzH3Wsdl#H?`%KN87Ln z^00VCDY!T&bneN7ROyX93bvCJWaW)F^%^nl7hqwzhzPY*4XM!*% zw$jvHXvyPuVz)JvKX5x9P}u7h)nD`?(68x<&Es|n&P(sPj-Fn{!rWXk0hC0V;Yoz! zk}~I|WS&cl`7W_^-hcX4V>hHA*p+HAQ7uBwYtP)rjt1bmpurJd;5W}<7nr0VyWTf{ zanAvLmd4}>A4QxV8@3!P<~Zqcn8|TgLgh|fLl0pd9;11#88$r^Dx?;Ev~YS{*-|z^ zu2;c!le^F{1>2-4t;-`$`PG1mk>)L+syZ&AQnEVyw9zrvE|60vf}Gk7cdEuEWz9<) zJ8~AoqEBK;x5?}kJq3yL5-MdMf7{C6)aYpC2}-P<&0 znfG$GBwPTce$3`a_l?`)E7B*pykqIK^?*d%p8Atb`JY*&y&C-un;J3Nr5Bf|Us|&K z#uD|rOE`t(Ppo#o3C=Yqb{)tRs6Lw6dc01UhvkyzECq!Le$aMAq=K@izl!Jay*svh zs%JJGQ1n<0p+0Fz^7Z>_bC;Mx+ra9XW*1Ek zhkau?{rat#eio<+=LxD|V0PVv+V%U>Hcwc#fdpc3<8EHguuFRy9IZV4F(a!}<)xpo3prn2%>44=hr^`YYqn9!N}xW(p8ARXnjHZ@!=C*x z?MYAwxWuH$!~}1ca;IE*G4sj`%WE$ryLC90gnNK0X^th?CbKhiKDZb*Jxz^$>?r{1 z5iAB3-7?Tpj@PK@i%(IB&7J(sJSX)*Z5=*Pwf{urM2U0b3GI35JLZ8}eb>S5DmO@y zPjBpzvYjj?+yD6Xn(QrZ??8?5UQjRMXPdg?6VdaW@206sa4bm%HFIR)%^bI$d7eG< zl6&TT{gnY~+0RcD0@q}pSonQvRc{1{-LRRMkT9X|A`4@439N0;CTUouW@vTKaNk)Y zhW!F8e2!Lb*-tK<@SGqhzw}_-$KMmR;sRB1Sk`AAlDoO@BB<{XC%4w!64cx_sx`m zdC9%=N_#;y-v`BI+2F*ad?n*s*K^h|cTjFL1?9$d&^DOof}<-ga<9Dj@#3P}i?U4| zAGObLE9;e!vg8c)aN9@!b8lhJcd71eda=Bl<~I zQzq|?+0<=&@RZH*uN?esuFaFoI0Owml%PG}n+nSA`YP_n-MjO;&w+!t@7iJ+Q0`A{ zNZ%;%=CAaBDgBi~*xHI9ZNHChcU|A7=3&DP=^^zO390xq-&x_c;o-D|Ty0Qm0Gy=c z;7O|Li&Ire%)OnuDYAu#R^bzs6Ppe(AH6Z#tN6~EC!kaXYA?cD>*a(gGp$xctm z?S2R9;5`9XNQ>vNoIK1MrY5vT$2>yj?1qd9Aj#&EerWHHP13eX(YC77w(4RxxMLsz z=@{tjNEKLkPqAVe|3Oe=o0Ey@CCq`WMj!`%5vu;Os2ZAl`$5Tf=YiUDZ$$l_@0fl9 zxen9>c7Qj58+&B-PLSDqL}o9vxxK#k+G3fiDU%g;ibTlxZZOg6($jMd*zhrAyXmV`~19faz;cZhf4M`?dk&Is3 zU))zLSp-$Cx%9q~0(GEO9&h6Nwk(f3$HC7)KqIqJfUyzYFl99=`r=jeMXLCVmhcB| z#|Iosinq*r0U9DX<^3n6PBkLV?M7B(Lc#=C;(>OcB`vE|Ev@o;Hm$8H1%+dy^Mp9r zwG$^R2;Zswbt>+o%>m<3PBx~OQlLWddIqHTr!ygNad^<;WWJkWd#ylaVuQmjx9le> zC$=0*U%GEo_?`!cjG7u9cDaE{dQ)g9f(o~(S6-N2dlBmPNWAHQC)grq{}Q1kcM9Ie zH}SICy^_n>k}+W&IC=NN(}ro4s;O1n^m}2k;3O&qtsg#F92PZf;@!^FzZldNE(T@k zxri*?7w6g6xBqpnDtG5%M0~0{P7^HSPFi0fYs9gn_{*wdQ27Se<=_U^Ri2f%dd(4i zNF$R2)JMu_c>iKO%jxW<p{uJ?#P!{8IY2I>q^GAWtXJh>sEm4 zJ(SSkoRa6(_piZW;f=-ms~%4{ct=uL*J#G!1ixcF*)@9(YuDbqEV19mMnXKaDs6{% zPp6UOnb`+Jnlo$FIHt-h6ylotXi~@9Lv=szKj2Qjpka9~&!GL_oE}Mb3+qMt)jl7q zPBa&0gc$WWvGq=ZX_QF)@`|6Mx9jMyL%WV^>}|P~P?o&zu*CBepL6Cnlx7sB$|h~C z58#_}>E$fL6;t}Ivjy`m`#N*M6u}Ml3L#o*Z@6E}Eh#x-cI+naGlLnE4IeWp&ffPX zv6p=_`{N55cQ;8kyS<#1Yj8CoYCfl%r0Z{Hr^QK^_ib1gxGPKg@f)^ci8Ci>6gJk{ zzc?)y&M~>id2z{|G#;s?pSMB0C6TJ~4&=ItzYpz_ueK_de*ET`Mf<@yCF^c8i2sqC z-oEvS&jE`Nuj_fo76k1om-aE8aV@o)XuZYhaxmpgDKn%b3T! z?^dP7?9~1E`($&`f+^?j_c$&sVKASOWw7=<%hDc>e~b%*44dO4!Zl?N@usEoXf2Jl zn49gfL}5d^=Diaur@VW3{*1on((WAx_ejF568ql}uu|d}$SS|bY@3bQrd}$YbIx?l zhbcwJrW(1ubF>Wb5-$QdZz9}z>L5K4r}WoUm#v$gCw(UGOsT{f&*xgkZ`=>>uvz~x zY%=@f0L{B+B%8fnX61oHuQE)_@}bSdf`4|NAzG48V~op>9T2xWE5lZ7ly)rIOJZ6+ zr~P*hb~n|RYZ{HhL_jd;^ zOtd836r0^VpPfxub#RNFa8J>x%A}_@j+XwLLiQW5^V z*uvzL#`6}(#XUvqW`YBK@tmT05tjY|=O)MT1{iSbYKEpcs!<(4CVu{Cd zdNj8)%AGp4BXLGStARBC6ja;Jd!;U)lMc4d=TlKgm%##&LU0V*(?nSM=rZRGYWtHtyT=t zJhU+AWB`|Bh?h}5EbC7`XYBo4@>1orlfRE9yaOkBqf3^vyK{aV-7)DCOL&hYyO-ok zP~w;fPaJSP+^6Dsp5=jar1IR&JC||3vq_Kn`9@A7b<5|REyafx1i4wmgTwm#nz_g0 zpO+=x4c1&dSD4LzX;0a@nUf7q^YB|P%zrzLdySR4j8rN}TOeFppdVP9@r}2KcCl+F zU)?E}Zhp)X6w`a_-ydie$$b8^Z8bOnzXiGRBHWFa&lzVwm%LS}Rx3Hh=+@4(vST2} zq!;@NTY61Yo0k?-bKD}}RL1ibN3b)%>38XzvU!o#{kt=A#jn|VNxq$9@MCBCmg2K> zdS({z%m3Q+T=YGMs*F_X5^w^xg8D4b&+5F++~e!d-)=4KHM(S(ctJyXZuYa3GcIBr zo2T!c@?+}vgIKdlq-Fo@ow?%IdO?W>ToxLhJ2@l9D6nhFXOknV+4+wx405wn=K-ax zv!IIMS>(z`Q$8O$Re7g8d-sNWj$X#)%{L{P*)`A3DOs24vXmqIlEHzQB99jZ9rbwL z!noAra~im~;q+27ETma??3;#jly3g5(!B$)|J9nx5Su%JlHm@BhuOt9zK2_7wR^fO6=p zm28)P`2?KOeBL_sbH%}=-5b_{ymsasST<)JXI^DxYK&x24aW;mi5+;36O{d8jKLL( z7ud461#`rcukK8H*K_c^?czD0V6=I(s<`Rt_xwEtM`sjdOabX~1C^OzT~H_X{{#nq z*xc;2bRJL%V|IPR1GChY)7p2^|67z^TJBz1Vl=oVk-%GrjJ4 zZHcu|rT8q zw9D({oLci^H+u`gC9vkiV$DsjYGxI78axaD=ZUGHqzWypZdE3}wb6TZL+{P>|DyX0 z*!qKx)#+BPJDlKWb^Z54c4zhIx%1c}w2q=DV;gN#i?=liZ*A<+GbHM?EWK10h16U-3i6^#vH1*;7gPMK zu3J1Zw>vcTc8g$R;ersODNbxt;f)TBr$;_F9{tSt=%>Qs@7&2BG*XWgpOrZlqn^xl z`^(gV$GQ*KzRs};IMo5pYZcJCV(FX;yA2g``ZMyxuZ4QCeX~wpQ1WUgU-F#EhEL5N zeX>5p8+?q{>_)|cDT3!g$>bwEnS88C_-He47DV6M-3Q+si)jaC92=hx4BE$dHIKH> zu#;%_lKcuP5CYG`Yqaz1Vdo!zJA1qJ?Zi39Oa0Qf!-E5&HP>`Rke1vWP?^!wE za_j3HgC7UeuM~sIt&{84zezp+=FOds=gpvibd!VzWTjbF$)leq9{ptaSYz@C>b{;! zXFQ)**-vdcZ+mF!ZHf6GzAlIf$ufCl395tOt)!EIT7pa6I-bXGSQj*Dr!**gdl{+E z&DQy`AmGr`(xcUq9PM7J&YCF!nkV6!{A}bSZR8c_^}E?zKXW$$oZ)QJi+NS=Is7@b zV^W^+o!#dwuqBdB6>{}&Z?}GxVoD6qOn$m^-fM#ylh2uo#Z>z3*mLIN;r|CMLa?N* zO%-zb`H*t_V@&^M>BlmlHbow5d5B7koLdeDDC{dhVc!7{`_AXe-OrVee7+b_wQlC_ zgKt3Xii&g3q}Yn4CNR%^1_zi$sFx&p!z3c3amy; zm~#1?`?YiK8P6Bz+|%zl2&zM0LyD2gW9qF!?>-;y_z-d`t$VarDCi_LpoSe85oRM3Sh z&981beOcE|?<**pF{*33jb(D%`|s&jRSH(*-&#yjqsMz*gVo$M=+VY7tA11awKP;6mSOsbc zV$*m$`|Iu2(*7V&(W#|++_I<8@7R;l13Iod5+e%q6Avwf$fRy523Oi@8c(-;?%evB z^VZLlEyaf(u+P7E?kl9*vqi@|pvzXLq$}G{uE%+4PZ=mZX28>9=5yif=fYb)pUikZ zYo{?A$VO0WI`dHWu{Wvby`RYSI4=h2F*ya(V{i&dPs_pPDR8T54yU&Y>G50Md;J|$ z9fBHJC~dR(5!Uk;%=HKRDRm1dI1JS1YOC&%ao%CGM0E3%i|5oqZ8muQ^m)ydH(Nf> z1ba&-`YU(xgJOT<-GuW)}jvXpK`=;k0zn${D%{xyu^zTrL(fr^sf&Hn2CQ9NL zo>KJa=b1;9drp^uw1EmNPz$ExdCoegZ8sERJUPQTjrpb+Jp!dF<$17Fr9SVx&b;Gq zRkv}!o;Ob#TId|JP*46;(S1KHUNZceOn(~xsm35T8&I3>2t0Wl`3&+I^X;<4yNjm? zp8smG+wdGX948(>E}-|^^xeBppg21MF7s{RWxmb)NSpq*X&@&WW!&$DXBnx&-A0G@ z%AXBe@f=jhVN@{2tDhI%z6@%Ncs@HP@#lf@tDR|n$IeKu|FCiTUOnzLLTWNnsUXV& z-C&jl`hhH)uQ>0#Q5dKbY4iwM41cZbYgrzoGS5Fd#_$`4Bj-(xnp3fFLxr8QO?*%5 z^OnZ*wr63r^_-K!8Jyqq;%ZvXH5Uc0JlcV!!P+Iy2Wp^!db%s1J>9znQw^$bUhbMb zRgkaOt1a-vg1||Y#*jY$;yGpeHk8TDf4?O*;(c+y0jTi&8Ur3+m}ql*VnLC zSTh=T_VbT{GjF$+@`G{(s75=L@jPc;=Fz3PEvMhJYwmd1Rj^_TX33iP)~4>}O;GUz zlAB-cW(~@rsmCT4f7>*jwS1Zqw%$T~gjN4?X>d^o?kyyr7Xww*VMTdy*9Tl+k zk>evQ;}^`)hjikNPC>(eYWkhPi3OFOocuvy3ZTx$;XM%rX6P&-p$@T-x@ZdwZxVvdf^L zY~9SeGa!wZJ0F0ym-zO+(!WAw3{))m7A0wdd(`F?02jYOC30M>*tF2 z6VUGe>%y{TaGPhxgbSW=-%7fxvu!2N+dS%vKb_5ZE-xS@di!Tn7D1=t+G&Q?OV>KJ+H2(kt= zhH3>LLoET1q0R-3q0T)A8AH8nId}D%0&V8UpKOk|UIK;SuDPIL(zkaY6s?SpwI)7ii(@Rx(UN(3j$^kqU zl6U~r_+BS@ZYc-5m+Inq!fY7DhokNPrqZdCKwXh$ONnML#bCA_pPx@Hd~CqGLPU~( zidP%BT!GasOXpP0i?Hp#{$M*OVSLX?1@`j>6=fN1xlBBj(RpHpy**q+pQJ`3Fc0}TY{tV?WqYbp_*7kuaYH&8DcG&T$#CV`Hv z!N!II&v7=hYc8Gx>%DZ<>#grOo!Te(6x77WrAy}?be#7%c=V4~a{YTjz5eYz%Y)o3 z{oO1%CC9Gl4Be*~cP8OVUfR*$Y0t zKBeeTW!giVINiITR=~zLh`#0}F7tK9di>6fn~Onx0%RwuX*>nHa8J}OP))RW4rtg4 zG|XpqJ?2A5SHaV1kF@rJ+of|sBMO%woigDmMVBhmUfRr?nJ513^nb2+iDoa!moeu{ zLA|*ud)Gt!cH3-Z*D-@fKQP9iAj7<7)8-1Z+5hM%S@+xu+;O?xaQYnQ_dL06#aIjN zGq)=5{LJ0G;a#BD`x{9H&=!97j-&R|!;d{pZSrjZRbUv6ZsYFfl8-9QVB-qlnkf4e zvrdj;%ue1NzxoOnU=HipY_6E6I4@mtbv(~ANPByhrR3&w%yLUSto?<5-Z8#aX?6=V zy1E$Jkvpidd~W)+bC1uh05{x@tpYXg9T)eMoqHz5y>6;f%+B5?#pg4g-$dy)+GvN) zDT|A+K7Zj{_r-IZ%2|`xFEz3+qehUkbr{DcOc4$s1Sb-THdp1vn4P*GYP7NT zCJsHStPwh2mUx%nPIAk8M8!AJbZ*P(!yLEw8DVQZKpg4hWTF9X{0AM|RSX(dHkw?l z`RU#=lSM&pHu{)7mqU*#ZC>Pqhn+sg7=xzfK%J{+g6pM(_0|{H?05>QRzL$!U|)lW zY`rW$?%7Zw_kR+oCCkUzRv+SAux(y?(XM?G9Wj4NOB|fuKJfKPH25z z*{i)2+$TV88J*c2)GU0SUF`hhs$*{tRe1@rO;Pgc1NBpzEnjBGiHCF*EcN*~>k6pn zau93J<+bE??$@>N1ljDqn}DVfC!O(pKI_9uo*wPWgSKBJ*|Cj}McBwI%;Ptz+Anct zu3>@J(wU&S;xj4xi@$9Ozmfa|G>HI8$%{eLCg3u4@tiWd4P|oQLvHD<$p%*kZlL-? zJ^7im7|XX!%US&U60vnaYi>5ENma4vk9KYTVWIvs zP~*eR3RLnhft37e8c&yeZe05L$B~b35A6b(tIjiT?rF&A!pyse-FGA^^6yZR(E?90 zfqHtdsXA-<28kUJLHz=ZAyjMmNNf3pbNfNPOz04*b$W5H@H<`C z9h123iJihVfa;&Po%^-i(w>TS$8Yk2r}htbWiP#PS}uWm6{rCM8vf`tf{y(O_Y{E# zhB-dgm|TO*(^agS3GSEutl>7)aQ$ZOuWI-Bwc~N-r9H^G#wXy_@``z<^N;BV$=HjWPE`FWIO&(iCS!?ImD00sKsjp3xo1%)^f+6zD;2yXJ!?%SStSN&DzAi$ z6`l9;^$VIG5!7$)l_!49+9UJXISC7oOmM^)-^`ep@YC$*<1fvH30G1?N)I&z&Vsc< z7f(tKQF1#fTLNmLwDQ#4z5MtMYzajJcO1ub^&h8xC&*}F^m|=vlU!??7TKL_`g=&i z#zWFI7Sd|aV)Z}AIeoeyHxp?3Vg;zN(X|UUTi*5SNY^hG*V;*2|FjxbOfl-(1uk!c zPw?`+S$nr_$LzDseC%$Lu5%4CrUYJrL|DR<;4A83SJX9LO%A*Q>l_ANxf%2R`JIXh zN=t1f&W({^_X25J0oSx(%4V6`q|+B4xAuTLqW%I`!9y?+ednIdQoEDiRZuDW*jOK2 zOh0`Anz4ngI9NKT$ZlhioulP^(9!_tn0?W?XR}V2y=c+i&bj`#As^ZdJ7_-Nf6biZ zSO4B_Ej@n@)Ix-H%MU4UjF$}0E8dgwd4UXQWB_dxV19&Ef42-IE0y?3*jSri0u7z{ zY-oR?U3>G*IXh75umYtHSb-$*bjjz=rJsMW?~1)~Uen;zjgzj%*2xKbyXBrQSwGX( zdUio-WcZHsw!#HdCW43UUqXiME5owNF8w@n=_kv}nrSP4wHg*oxCC2Ra*8v*K;h2s z@VGm?(+U<`0nM{F1i_QY(n*U$l)TPf08RCtw>^6Y+-p;vIr*IFfyK|_C8uAnY38>( zgt-pj^11YD=h8EtZ_c@=&sGdx>~U;CP|nn!4e>uX%=?4`Ph~vcj8Xt{dRe}$NqcKk zXOSa*E%a1Gub+g)^h=Lrz(bw}5C0x-k!IT@t@AKI6I8rRg%>Z-(bYR8NxL`PdkGpt zmE2nn84Q^8v52QSJGCP^4_uSK1$Cy7CqO{0y}NfH@rD>q31y2>^4aly^JmFb;8{3u zoB0;J&3xHJ>aKz(@vPH}pPK&LxyMLPKf6i42Gjt+ zn8)DGe$Kt+v+K53;>S`zi!Nq?hkm^BjMMb3&wh+N51JAJ)#RY16|iD;$>-LkpII;c zR0@VPo7puXt17(0?hEQH7rHKF59)8f1SOG)&{ZD^QzoASjYF<4-o4@7@p%)^nQk@) z#g66d?0pmaZ6_Vc-_E-4J*Y&u1WI@@Rd;5A6S%0KtHmpRUVPT6=QQ{p47;}_0d4{N7902LlN>n6_e7Sz+nz_ff-n`ukY7;esn^~X* zDw1wF&)=l-s~$f56YHEPbR-fqR0FKFK8flHP^41yZ*wtaL}+ZNCG;1 zv0c)9n$n%$GezwFHe=1$sc&uGv1|Y(k;j~i;IpVx^D8Xd3MwTYiBAEgEKvT0&#ehh zDZ2IZ)UC=rhAF!@ygRw`B4|_wl1R9$t<`=1lyyfl*n#GvF%k(hG+^VhpaSh?jPlLZ zJq1tM{H1CG_|WD;{k``7Uz)kpP9a2V+h^|A8mR`L6-B~RjX+cEhw>(_@6q0QXHn1; zZZBKo7|mlYOL<_UC7?zu=Txna(HB9p*vLyoHXL%6ln4*n}R-!)>8%=QrtK< zK0@8wP;K5k=+L2`Rk&PG&hsyO&nnyWbQG?blJ^`m5@`(|iG*wWuCesHHDU?PPqx^u z!b-iu^WQE?WT~m;DGHm$liyVO>zw!<~k(>EZ92T_SEB+VRos_<9Xc4z&V1 z<0E_o^AUIiv!X6>ZpQ%$o9UOd&qJ3?vYr!;m;C37Mex^3e=CAO5M=|2kyo^DBJl(@}Hryn2TfA#0wCU;F#u^4B{OpjC0; z@tlPRbi;eJKMRQ`+i0+Ry{tMX5#n{d7`nXY)Qacw0$QT4f3}uRy@afbF`p;(PQmO) z6Mr29Ex;{4wjgNNJje>yc~iaoZ2gza+wU(l)yvKH`kA?g3#Nb@f}7QLWS!YCCwPy@ zj|3Tssi3}q0emSyLP$}M*O3(!QX69>tf9U>8iRe)(o2Ck^~iQYd`Wm3O_dW z`}w*Z8E4R!f3bj8F-BPTTZcebd{`$NX)Fz&Cw;~<{&UoWLYE$G;k-XymY{kV)RZoR zFLNrJ7h&E1-36@8UiS)k6dt^GoO#_#l^DtJh)O?nT{hZN=YrNu`d>I_%y}jd+6g`e zT3x6SX;MyL;Sz+ABQADyo_MOixGvgObe zvI6PshTu=yk55f_5SI)ZO|u16)>q);30FR!c~yCbH60WOpu`V~xfRcI)(Otz_Pg*e&ED%h?lt&y#5GdYJTR`&pcmkq`yK}61i(Gp0|1D zF_!J?jn^$<;V)kzqXAm8wjc<3<=6Q&^U_y5pSk87+tQw@b&xfQ=WoV57OK9i{n$(D zq2*0bD#mHm9D^Ud{_k%mL5iGHoMqFKV&on!Q~;HWZrB2&t!iE`VtrKAxo29!KaU;% zmU~d$7*xHy0=29b&x3VzMVHSL4?Ays<+D=uSMFp7#7KwD!_?$MPZOmQUs^tNSebMM zw8jXn6La+Vg?n$oylDa;*vBD3_Qujxdi63q1>hFPu!vxQp zf>uC-dLuobg9c|YmK}i_e=}c}CEh)6yBMi=FawlNPCfs61T+~0 z8qJ2Zn?S=;px)V@4P|oOXTbg{gQN^lQT4cM;pBp+X2+^qu$OPGTR$_s-6Qc9ng~HX zqqC+<8Ks#rpPz0y-2z${`xZ1W4eOYJ8mFN36Zasq$gl~kr5>-(EjXq9_}HdnXD7&& z*r1g+uvMyi9IWL*#jka;gC?Y)*S`DUBu~%j)Q)gV`5xw_Y@lKhWBP91A<)PPIBCFF z&pp=r^(IySHA`ey0mjCdr&~TZZvDJtRWf*J$ND;a+@wa?YoqS@d||mIJ!N*7t#0;f z=h)#Rf1uH0@N$wZ4~$q2JvBU@4{knSj*3H;!zSpU6f_%itvIJ&XS{x25ZmxOzs|hl z;8pJ6fpYM8=e*53xhiXT9(u{8+e|ll^fTcI`U)WV2pf2TZ2&8E20uDXR?BHJx zYQ}=PI-up}kTTm*bNO75&!l#M`Ygz$jf38CfptrymPe60bkwtm;s_}Z{)&S6knrS5-rV}4DG^eNugpnB!x3T%B^ z@zJE);P&tGSrzrcBQp&17? zKn+juP`TeR9rHgolJ%=&L7ibxj}SBx1RHkhDZ2IZ$gQ6&Z)-rItDu+x8XN#O(9cWn zZwflWyItC@VH(yBW76B2rZPLp*XK-&(|O7M05J8wT&>3ux=d&y&KkISHEje*|UT{nhc=sE|=ArqKR{h~Rpb`C49dIK;2fT=I z>4R0p-!|Q3?&WL;?YRMsvBQVCg3qOgolDnvzB%w5XS00uu~pDM(rY&(^@pDfjBI zbI9UZ(7M#TeH-%R%!Tggy?MTTC#d7H(lQa=0$E-$_2txk+a=#6)EMwhiR#J2)^nK& zUWyFfNd>B|PtGY>_ft&%3TQV&J4^IFBR-75k2xSq_c@ry_vFDVn!Iz*W{K_TZY-#b z{E&DIREZXVrm{Go3v>cbaX#nfe$L(U*|iO{Ju=A6;yR=&QPj3KBTh1WT4|$nGH6Bx zV*{sn*g0{H=iO)M{!&sjHduJ^`6c1P@2g9;za%z5b2Po|eOhS%l@t2KkRDS?{2CFh<+sqHatD@dJD z5Xt@60ds@X&qKE=?|cWXE`cnHhm6Ceop}<{W$RzkmHrW&NWgglxzFCZ_45wPr{D!k z8=oQ8+vFLa49fBUB9ot3gSDp7*O_;`H66TE1k~aI$VHPXc4?L-f{9@io~~ zKog$EpiSDI&!tX2vOe_mYuov4N?7`}Z);ND*0h%Go3xJy)aW*-m@o+v)%W;=DmIHg zY}<3}{Bi9289-yF)z`Oizn<$Q$TrpJo7Hv5c;T_=7?!W6cI@Hd)RO}F52FnO8`K1C zxdV?^ftoO@b#9#F48J5%&kkO$jxl~cb?fIJKX!r}KC90mmaDHX%$^^9>}g`p?Kk!k z?O-o}1|T6B71T=r4MdwU+-@zk|Iw5BylM_~L-EAgQ#Ve}V~@GyX#rZ92HH`KRMYI+ zR3f)O9lU&F;@`jn;JuXwGbZnQcAIy*Rr>nfXC$n!c1e(iLeqIblPRDz)}GH(^s8e( z`muoqgD__5rY`*~dg*7@8f$f)d7hHDx4zg39m z`;l!DXqlfUc=6%|4NxJH+17Mm$DTD{eVFrfi1nW}cawRvmQJ4w-R9dS`fhttOx!b( z{FrnZt)-VOlLJ7jP{F%{9W@b-wDo#f0@<=V_uR{v;6~r264R$o3e=o?ZvM>pAg|@c z&9K?#r9DXNKldhf!xzKOVT;f{x?|Gu9{C!px%S5Umw?u%!aRnw8g^Zf)m+Ga_{Vd4 zPCjMxpO<>)x4rg8F9PdY<%P3)U^}+B;*8T`Fu2azhgey zcSOA6zwMe*QQKdbF~#qBkK^JJE9hAAVz93Q4d=#3eCM9;_Z+kuA#u;V$%d-F8`g_F zZrgfbuVINzfY)~LAn07kAZSyNn>A>V_QpB=HPsU?ojxbo%&xij4cM{`@mI8KZ=RO= z{;bY`uNSml7i1-5y>9yANt4eBdp>_Z*=6x0pR4*kjElcmK#RE}>XMhI+a6BKcQJg!uAA!d6)rtq;0?RUQy`lMdqHc6q=fDqIKHDuy1nAD)l-L+DH^RjTBl-^DVY~xO8NP zq0d1F7|eR`v-(Twdd~Il1^IeGyW1~l!1mG~)Bx|Le|#C#0GC>7o?|!zbcjLVxtlS` z$69q;PM?-4&j!y9VcUZLIP(a21Z3|E#0uep=H3>`@H|$z9iXvEY>P+x?{D4??p+i? zhCo1;wXT_}6ysT3^X(m|bAdAR&go_O(q?0c+`^J2Vsxnz zYZwYI`K%KBl{@*-UPI8{!IE_|C!aI*Ewucp{n%^f15Iqxb2l@e&jgPrgXVS@fV#Ti z6GGOc2r?bK|95I(<-CuR3_&yXbA{Qag4)>7 zJ;>norp{L9-K;?4{wtA+Cv;11 zP4xs&{C{vc6;ZP8xTWM|d;5RFQ=IZVIJY^0HVc88!a;6G+bquO%sp=F3tE`=`JFgu z!@iX|kKB@;l5@{y-6x#<|~mddo3HhC4hVk5pc`#(e88fhNW>agQH|8}RPJtgycF&4DVT>81f{z+Nl z-Oa_|dEXg_D{R%1PxajPGR)J-JkXY~abcPudu(?~!ueP_z4?YVsj$`!GQxdA~oGCGHK@1dnP$8xo(I zKpQbX8#y>DU|T*1T80qo3(7G|JX+Y6era|BFEiWs>~_a?$<5d2hS^L7ExW@Qzyh_& z)`E7-X`w6x71k3{i-|j4arX~s1QlcBcwB^yzQFnJjql(?l%Np<(Hn2(6jsKjM`*iZ z+j0xl)C1Z)t6u}!K?vRve5tAYxPYE`Q8^DN`6KUv1#JTajVJ4U2k$Qh*#>IoE6>}! za~W%yb$ZOa1>eBkER5C9pz-97H^Jks6@C&nw&vHs=RwT*03Kv8NuFwStI`l-DKlt{ zchYN6Ye3R^n*bYlLxA5gpARxy!hda=E+X&z12hZ`N>+ieJTtFXYEFsWhLSjix%@_z z`wiI6ErBlqd2N>X0<_iHhogmgDH|wVVGN?`EdecB7XhtS2CY*8jh~!bGS^toSMs`| zKmo(@Ne@MgULXcSG}Y&UMkx#S#711#REDgQT-H-@?pe}pMFGA4^>g+nPFj3sT8{N% zBL#(q{WVNMGOJq*_x$94v~Y{})^Fc>+qG}+I&WK6%jwjr?&R$lP`)@`=#gaO4b6k| z*m=slHat&F6Q9v+ye_!QHeb2=UH$!8{}R6+|FFN~pdY94`P09nSkidEPi5OPi)-h` zQy-@4Gi(fQvg4O{GiAZ~(`WPy*wbT{i`3q8`?ZI)_8!--J!foK()z%%i)%|o&rR>z zu`v6O=~H8-jloU!AZ-s2+UoDQ{kv0tecr#sEx}Fp`o_ga5|*>n%e~cBpQ9;L=p6b} zUT~gZ$6O(nssjnjSsLTg${H;#9$PKt_+lpX;@`gsFXi2=RnOQ#H8#q*Q#2?(lCYGeQSR;Pvyvt0 z2bNALtn)tN2of=Q*ptuP%pz5xhWU+9+>$r@%{fd0h$LFOrL3) zv>~X;vH#mua|>?$2SJw~8A%JWPZbiWI*_oGr4{1CWbLb(Tzk7ks<^rK3a8Cy=LuPL z=8PcoR4wD|9qSh!|EbG3{S{wn`jMYrrAJM&R{5>rF|CuYxKjd$Se6}tK6j}F~HglgjC>gGK zbbk3n`|sI-KL0oTcK#86v@&4Y8< zdBVI3V5vN)%lf@i`MpN#_blacX>x+i>MI|Wi6vTRA2HdvDyFVx*gf_c8%cWl7qqPnBM(a{7L(P z9VprD_-ypq9F(rC^^MunbCzy;bguZxxxfB`m+gB(wGtlagr=o6MzW;!&MRTKsB3;J@;#FXfNz`@qUGX9*LVbZClLW2AB# zN1j<6Gtd=Mcm#G?ou6oRe!;ooz{>yPh82B6S1K#5yAP~+ zxNniV5bK?vx%~C_xh>XASpc^3pcm(>J!fR*6iyAgQrUNwP>;79RF>u!U4)5Gv{!@JxD{$*%Ed@v9{OUuio<9YJkIU*DmOD2!_8&M6iAaoq zwJdsGckS^P{>9V5(QM<*`3{^|XFa%g;l{zz??|b(19f!R*-`OO95|O^~?gLQ(sMvgrB0 zWuW}LerZePb4c0q;N0Tc(hm#&i58xXc-Vi8v3;u0ok~y%QVuCW9&0V#@mXf)XP$R9 z+@H@evw^ifeXGN?x$XBV_81Lb#{RBD$KsHRpECk<#!hUSJ?GZ{@A%7 zNEzv{^wb%tcdKO!wuKy6x=Y$Y$z{&^5d9OM8ydZ)&dhIw6p|rpLss!=J)Q4j{`YXk z(ylYk3C}tXdWp_7y%R3I;#@=auXFXrHEuFttHiWgdBRqmK!j@bJ@;>S{b z{y@Ugu4~m|+ctCDjy!D0e^5)B@%puclQ%K*X{+7-Ump z$1@w>hfAj@oUaBsHVom|Ah2WK)wj(5m$)V9kh1gXGdc#{2i6Eq&YE*ka_`nGiI2tp z1<&_BILFK;4Jtao#p-p9qjSGcw0?hZ?srhJ!rut?A*igX4S)E3?}5(iC;g|?waJ8d z6@a~Xr*bC5i&vhW`)x0)ef59v^0k_xH$HP5UcJ)j3y0#H&`R%arnMh`bJtn(wTJ#@ zpKmkuVLsok*I^8aJ6XCRi7xrHX-Lq{HZ3jjiZ2|^!P6LQMKbslHKsGHRh;5p^T*v{ zO;33O=i&P@CBf@Bnu>Uv{Gq|~bk)|PtByPOD9v%=ITs_?@>DB7Gi=)yjp(Syx>q@$ zSGzr^e95O>!R35grsVoMhC^kXS$iQB!PeCmZ(VhH%d}H2vEr4MbHBi$vZ)JQ8?Om? z9sGMj(EOJtum4lsJcv8DvmA%G^YN~!Tk@8!h)%ev%(FYRO-`}pu9kB*(^|zTT64Au z6n@CLz5J7yIs4sG?S>7}O}S7<-p$&Yw>5D4f$i=RW!eo7s^S{bSffNTdfD$?GpJX5 zWEImC@uU2POv&}N42SYKZ$TYcy8802tFCvMKFTG2NcLlSSP3#SH6w6=X-klNOo40i z`VV;=4{h`Kc4>!$f|4;F(#AP8b!*Yn6)_7QDD(Koq`nYzidbi~MdN~$lP0VBx(4Zw z8x;>l-+@`Cwhs~-rK_*+y6S$HNnAeh##*B<0Shc!Hbkdp@GjiPwM&#&n?GXRrw``r zcc*GMY=~)^0`=EZsVzmkfjb>eyGu;dZuro(n&<4PcVemD*?X31J$!Xt@WvI#-KP*C zUk9~otM}*6&QI2}fA}oe_EyW8pLLcqhktC>{Qdu|lJ=lPrF zLu}jlRLa!e-mR{V!CpRbL4Y#HDOHEfn|6a@?3C>^ZJDqSC4z}RW;f@Z5_Jq%7x>|G zDx`XenKfTt+5Ww}x=pLZoSjM>cH*tNXHQKNV~uiNk^P}=eL+O;e&g>edFqQV#O@Ta zt#{lK(=-oM8OH21v9))rs$;R0PmIuWJ?}0MQ^I*+kwZ3z=|Sh+%6T8sKR_ef`{L)t z3!X!3`|V&|_x`W2Zj~tWzW7PREw)zg)9Ibb`c3hl&4PleG%Wl;dKSA|;srTj2$xEKQ zU-&H8c3127r*@{ZT%d^N-*YrNTzTE$>O(E{?Pnd!?*_g3qjBS>5hQ=>o;}w;ajyKq zbM6vl-W$QrdjoRbm7a>nu19zeZrzjg-2Lb|cY!kR4G7oGl~=ZY|Mihb(v7v7^y)RD zXHC`B<=WB~AZ|0kNG2>gai@s2y;hlB(}tL)xsdoOe0u54ABmfl|1V6}JhCCCYp(b< z6YUF&-sJUezw+!rA#1{_4~<@jE|{_3-RiyZ^Wp?p`0X~aws$M5W3iS`yrGx+ZO?|K zkvA_ba>(AZ+bp!;djyM_=FjCyHqHWhXC*}KNYo;f>czm~4*T;qTVA`64?kx(}ybHc4wtUsHu7cKH)1SNm zSz7)@u`PZ5CX@OW0gw`|Eys3y^Kx|lko~qee$xZVrU-q<%k2W!R;0Jzh0 z)jQ~$y~MTC+P?)3bN}9Swoc=Mj8lZZDWG-4?g?*_+n~9Lno9p4U9`;Ba7r9G6MEz?{7-8NKD^Arb32d`gd1wJum6zSiP5 zM^n|+rp?f#{q@qET3O5L|2DHUk8FtR+T5>TQ4J{?zTT`i{?~QC`}(HT@}9Cgv?2D;7I4tqUaIlCpnNBvU);pb^_${%zmaSX(09G* zE^y5|;2X3Mi<`A+y>jY%`CX>164$%~zcHD#3xMc{?{4+%Pj^pPHR<~4^Aaspny2iV zHpDe;g1d7{t*mDC{*wP9Nd>9$juGpPOtg1Li)8ecUw4}x$9SW}^v-Ur(SFr? z^0!izx7icE3AV}irFQ=d*k+;)$$;U9drRXLZ*1Awc+*0#<7?28T9(AUESb(x@v z-&T{p)y?`Kk`$ruddpp)t}tZDUWT=bSNQ7={#{@3M%l*vH7HesoVv{$?$p>>Ag9JR zZ|*n9nf~aFGRN(u7S)VV&MWxq3V4p&ZL5pAWX!TLwrf+rLeBIBZ=i+rZj;n__fz-o z?=onW*ybIpM7YmBsx?F;LvWl7x4k_>TW^6je`$M$vh z)bbv)JM>^zT!Wk#uC0D^L7oc~^;2}$DqgwLT(9*t zoMTzxhu7IQph(mJN8%~CQ-iLl=LDRzykDRdkry6rxW%^Ll&kxZ#fx<@UF-5$Vj)rS_|(#uztk>$ z<$dvs<8YDYuDFJ00*8t;ciA=l;(G4Te)v?y_n8KN&N`Mq4a%uizVQoE`GxD9y=Fdf zZT^94?h@0yH+~gt5&zn?Rvgr#daN#0+j{55q4PH&ts~u|SIwJNL-WzyOEI;=JFEUX zpA<>Dp?mZysB$d)%Cw~|z?fy5_Jg*T>7Nf(edXKrdRo#e>4R4w9=nmJdiKil6IXt7 z_i7$l5G}|O9s`fN--p%fjvdbWvn$v?72al1sX#dM^70dx)jxa@WV2^>6_~T51>9r- zx2&YDf8sj0?Bn_6HCo`Nm7eS6c!AvM3tpZ+b5QcSp6})59+!XjH)|gGaAoP4HR1~_ zTRvP_n(>R{6tmw1j`pd4w>}S+{P%3Z?jp@ecAS%-Q9jjs@)ylXU;ZU0a~bMPS9;m1 z3u;R2j()7W)l~0^Xyfyvk~PsHZQCqgtc&eh?BBE)8Zd7!$<%hq?EP;(*NNwLXdAfv zoVQEFUEZ;l_x!Dn_N$Lo_d=tA=P&EUBF?sbpsxGVOFXq);@RxZ@`)8!mr7JI&YF4` z+??psd$~CA;9XX5sJuJ1RN|M41R_u_EI*O(`>F6Ufx|_buODz+So0i#W= z&t5*A%kWP~PmaYDZ^JK4TR?5^+*adVO6%4=2z+hG{xnFWmL+i~iz_54C!fBW)wPdT z)J)?SN3(G_OJkP+qNSv^CtR6nHska*VNl>Nixp&fo5ku5(fIh*Qp;avMPL58wP_yN z5Zkr5U%{f3GdgOD?%I#jq;_onrOh&%=R8*sNGB-T_AA`dJ9u&W%x2?tv9lKEE4#m+ z&twZK|7LpW=YV@n7o_&@my@lv(5bj^50*;$_KC{WLi%{x)1SS#ed6Nw2QQR)PA^?k zs|?EDJHfI2K#mqti}ICS?>8;#H_(~B=ml#ApCX7> ze(`5thkW->qvOtE+rs#UoIx zKJ4@k`~oT$nmX^qf4rexKm9^*W&iAEtU>ag_nSykgkGu;C^d*c9BK7V!$`O$; zoA!0H)Ur2$i`WJI3KoTs=E~9p*&Q9yf2ZCIu7veTxEI|O`ceamfn7^q{?xm4y{@rE z^T>mp4&aVV4GXAaBJWt+E#LKU1Ka*-TxS%eO0g`lIL8ur~aTvdp@D-G6G>>p%^p z)I>!4;eLE;@QcHVrvGlef%Vnw!F{#)(7u}eeb>5s{s-nb@tj`z<0r?V;OUQ^vu5xv zyuy;cu0h)P&OAkEh$1=kx-QtE?;Xy&OT-mxX5VoUn70Gc?|Ld#|C_U&wVd4^JX)cR z;>sehEB9=-4(@o^xmxFp{3%$a{5$(YBm2V*QggI4pgl_a`<$?j?^N&4pJSgq|EsGX z+>yBR)S*8M5!p`c`R$g&S=u(mnsxhv|I~oW2YYBXKehDdPrXl{Wq61jpx{QcQhx1E0e)$Q05o~!X!~)H#y5ZMYYWrBqKvBLRhUp83;*NRZ3qYM^FVS;_ zeLEQIw~F0+^lZWGJXe7dZElzgOT9mTw*2(@pK~&o;hSlo0OV5y(aJAu3J)$%vRGr& z;4Ip<-x5?AFW9dTr3Xr4&Bp6uW-T~Bal!Za1Is~WbCX>Ys8Fq9jB?hvTJhTdNbf&! zcn|jD=SXDa>%#%_wu$+{o}s|Rto+2sq+J#lFy!hUeH?x8mf32wCudQKwOb# zU0lO80WZ;CKRcw|_B;vtQWN$Clr30nq45REH!?3@^HkX#+7Nx}%TJC&d74!qJy~w` z_UFS-@cw)C0G7Sq)QG)-dhGSIwCBYs>;GPo4(O&iL8Y&Z_nk zmh!FVvsyzfJGJ!YPnnyQ_3np6k}4i)y+(`z$kbi>+4WzxpqJy}{X}qyXE~qM5~3}6 z_tos8ef>{r*evA}FX%E>fx223bU_jJy<&fo#hN$Ex7dOcKDZ>QI(QCV#g*;re^bL> z1}aHXWB&y#h-?&Nje6X8_>fZk$NkK9Pop41S-P(0;sxGLQ+N(;mgxGP`~L8ezQS{5 zp0pxYP$sj~cL0x@Rb3Hycw@Do%=8a(pz$T|ji2`>z=i^Lnpod=FT3~Oz^GMX-i|4( zFJL1#kH24k^h^2S2BCjxy3lN9eV@AwTAEMw-u$^X<@w(x$KZ~Go@Y$h@5*)}Tspf$Pn?Qu!;_ zHV20@n0;WFzT9ZbS;z9XL0@Y0VWr)5J>T=+C(iqBf6Y&^?QPJq^W4zUkz?=I^ZLbJ z+%ReWR-Of&yID{{8B`}Fyr++%PBH@{zD&!X@@prII%v%)<)66P)V03J&8{`h(C z16Yu3H?hC(Ubm0kUOw@L?$Pt0hUmx7pbCfUT21$ki~9cGLO|Jicb;a|K59POgCi~4rm*#JQ}ns{r$BY$6z!%3G0iZ2F*{A{?Ooz--G6Ea8gOHI zu@KTqu$OnN{V?NbLB!tpGrwR7*%4fXFMt-|j`l81bqtQ6;kMMTm5JV)nRHLRyH??y z`$1z5M~<8Q_1`Oba*Hp-?iO*j=YZASTfL3HIHzp*Ydm+kz~M5@&(A>(44YETHoK-@ zQrDe$+pk{#v2%sQFGoXg0m%a`AhoBby=Xsi;rG$*MBP+x z!!OMV2wl$hE^YVz-}YB*dm5y6fjfGZXhvY!_G8gm!5?xBtM-SfL2ZrCMwO+gTp1D3@IvOJYyg|>VjgW7n8 zL0^ghB@3FVd zy(8aC{S%jb7vB`z@lbTH(o5Eiu(Iu-o`>bb!^VdaOF8v-iFn#;O#%-Im&zRHW4e}r`@;q=)gHOkyy}ORL4{uyKY%5Z?cl(#V{r$!debf< za!&NZ=Ur{A+K27HRfqQUMK9c8iDX96Q?H;e_7c-hYyT4Xtggoju5$LpaBXS3@Kg1| z{2h-HzkZMbhyA0X)(QI8?K`GGM`ll{YW|Yv`M2qB>Kl=ye`iFUBJ>i)_JW80fBaRQ zQ6kL0I{Qz5H@GaC>TU4lze3cyO$$LIeCuK+E&P9QL(IJk?Gn?xXSm8cMd%&8pnXBg zDVJYONiOW|^+{FGe%!$e|C=**o@$Fr;5)aY$g}Mq`{ANWXZfTb8#Q!_7sJ|VPO^55 z7II-|-LPQk0tZVNI9R5wz9v#Dd)8>Z!$o%q(A0}^%Y)*;1~E{B=-}f;`<(Jz&Z~mj z^yYWF6kdes!n#Se&=`WVs{}N= z8hNEZY!sNCXn)OF4dVyh{A^ zDcokwo9huZ(Ddwj;d;{ocs6ILmF4^;1scuR2^z(yIJuMq(mMYEZk>OEw@3ff=)&5* z*LBaHzdmvP_x-&-ifz+ly5@^7h`f1skwf;Me^onX+slRJeVpWd@$*(t_wF=kN(wx` z1nT=;pEz&5<9T<9c{^G-zbLk-ulqC&GAp?3n|yh^;*ApBy6BKUHEVzTcXdD$=aG=T!bQ=+7V4i$x$u%FHQzdg)Ki;)<7`_SzvSbI@eLH1Cg}1+TDA zk9oME>i>g1(BvP)Qmc#{*X9!!eDB{g(~0M_>Y74frynaL?p<1xli9od%9S6bhD@{h zt}P6Qj?yg5XK{wK(I4MhD)~#z=tf;GXaX&^YawU^h0u1C^L?hpKB_*29av=f`F1^p0s?Jgk!r9dohxNale61 zc;qbmDY~Gn10Frpv?z5ge&KF^{U5C9=6Rn3HtM+5d-4}wm6y^Jz6iF-_kb!MSOQzL zdR<1u+WMy3h*2m(ECocY;?YLavaPV}ac4&vV4>b1s{vT)i)!(At^Pm~L@JlbO z-pbiI>Di0mCoiN6z6i2C6@6O?z`w&i~T1q z_6H4m?Otk81?i+({QB_s>%TL9MESYvII5v}?&w8OX98p&xHEBa`H73_1z!Z)o(4Sw zwWXj_rqdrNvVYt#DgNDaSS#3lJ_~F}@6=MuUm})O|9xw@40p`ySFkD8ocsdZcRBW6 z|3|5zOj!FoZ)h&)vg7Q6cX@)pXa;@Z6sc`_IMX{2+TIKNA}F%PS)O0}H~UrC$onF2 zYc>GdnqBrHc*zT4jbEUFg~{MN02-P*{N4P}tQ8+O6!nXL>00RDwGh-VKyD?@S8|?z z-~wn2eWnX|Y;>oHv;4mOg5f(k+oyg!?g~vK=%cpsu3of6kAb ze+n`kZ1}~~0G765XD#$!c#zE*)EELa(q)_~UIp>g?%2JKE5&6?LhaRsi}@W_On>x3 znd7yp1+08sfBGW-nwW_T{S&}Lm1h<~%C4MD-i6D2Eqd*kE?aE-aJ!Vl2|Rik0Uj0w z73VjKwt`1S=O4J}E^);hG{N)dl)Yu(1F>nC_irnDGrIO_xBF(@=T+DHiZ1iSUJcJ&@k_2t{Qa7f>#K#1<;k4?yZ3Bj zS!m9^RX1kvHLW+doYudDf7Us(qw^+~Y|Z57zEQg~mfigOhK;%5RpE=;wk_XyJY~)7 z>vN87JnPJD?^avA=Us7a-FA!p8KyhiM6=8L!!_p~ud%Sd`1$9@`F}1O^Goc8{4v~TK>x+#q|`9ISo_U=e~>2tYt*=pb5L(+L~ zHoWHAKlP@sgZqzm!T%yz_OCsDN4nqQx4!gmo$}picdN^S1rOAY_d(q#IBA`k?fLsR z1UJ9FXP^Ad^Z2&dm$9x^Q4`O}O?md`fW`kGLDttw^Zt13v%Sx^a%H>S{8B6Z;Hozr zM_+$dUi1F-vh~4oZGuusFHN3&ZdRK+-RA4h*3WO3`-D&U6E-1-i%IVGlMlPsd2Uot znfr2@_^fqxS1b-+f4A#!=*k;6wrTIx_E^ShsQmvj&)>>#FJ}GQ!}g-u-tzJ7$17L8 z{(R-)^3S5RZ^e(_wT+w4Zv8aNC)WI#;q?H4_W9|T(&yFGmu}Z* zX?XabSNQukvF5_{b6>V{`-aahGyV4=t6cVsXkzm1bzjyg*y?)xk97QXp6gP5*o1%K ztdjS*jAk@7_?cOXwLnrw(}a@J#d3wLM!R3%`@ieg5{N!#-4h=o9ox=x8P$YMco@zq zd7sN@R#SrzMBnU3rCOfiv(}l}@-x;=uVg>xZS;a&@<-Xy^1l+9_Q%fuGOWAS|8a9& z&;FP0;eX@p&;9>*kH27-T6^6Fa5}lbKW&}aTkSvVvdiy27D~v;xjprs$dM%h0@k0B z9A)CPIu3iYe%ui;!MybL)%UC)uNO@|yHP=<_J)X`f=+D4u3KNe>a(yKGOsRhQB^l7U(;Dv+G~6KUEQ>Y^XfT{(EmrPH(AznzFZNI`qF3no(mv^_pYI?g)Jb?MJ4g?ziM#&%cduU4O(?6|@ot}XB5^0eKr z&+T8YE(_6TcC~L$%!DtIj+fF|J@;#!nC<m?P6UhceSsI!=&S8>9Lhr;Aj+Wsk-vc7-r|H<42qJR9-n(5uz^x4p8^hmpQ>8 z?PXU29nY*wlsi1R58}*;w`$dbcAt02`aaX+>yEGqf7F6D3$FZU=s)@F!|1$aN)U&> z$PWL0YuC}+yLm6F>^a`?wr=;O*=;FVL7&srOzYD?)YZpH&i8z>%+#)GpFH`jfGhE3 z^Rmsp4@C}Ly1J~k*_i+By6XE2V37#Z1k!7(C-&s*lC;Mvf92F>Kh|uS6*BEy$!Tui zaPwC!=GwPnw=>rqgA|?uSwU}4{NM7`z{L0KELqEIaX;&-cjX1eZcV<-_jpFMy>kw` z&Hgmbt+CgyJ-+Z$T}oE&{j7!Sitla>%{yPkQ~tL?c;!uvlRQeM!4qe#^gtxB=DLW9 zQZo}ZTNzQ69vJC9)HS$EG|GTa(^zi0jD(CM=m zHZ#BH$twL9+Mns6$(#Fj{*pb_d-95cx1asVe((9RRYp?|^*-CP#_~L4?7Q1_Z`!}* z>q5!aOkthXi46zuKl-(V`Tn{u>l8yeZ#Dj3 zSv2?8LMwf_+0SgUf3_FbRPTHDxsv7gs<(0aU*flv_s_rH^L+cqtQWt2{i*-MbCTID zIDCEO@xK?AXnlWNU~X%>-}7S5k_r*4Nz92{IpEbCfQc zX?4+OZbsRp;*8m=yh|@{FZHTmZa#cF=5I}~1%JxAto=q`-hEu<`F28kO7y7*?zi%OSY*V+HS$cx`2mGp5{^<6&WdEzIp{_Jd-Z`il)_~%<{{VT2Y zU2hee2M9>`tUC8<>+`FDb@%t^di+mwtxk6R8@~JGvx23!g0)Y@Szj($_%iGAXWQn_ zoASBslW!c@uD$oAyZ_vb_}VM{?c%>4z6`Q2FbJ~0Hzy;1P6ofnxh%S|_ESYip zP-32U`_8L;pJy+4)4Sk}W5BnPV`|>=W=BukStU`QcUN zQ&uKzVeaoM(vx`_V|6Oh`c(d`4d$~h=wGzEDbsIswZ-;o3%C|DF+CV)Hp}2g!m?Q# z)RjJff`?5`_UXQYDZeiTzT3L^&$C}ukAMC76+QXv$8M|AS{+DxBJYZC!Qa%fyT39c z{jES5p3k_nw(QBpL^-bZN)6d(j@D=L53MslbZ)(y-Ax&O~bhoPw^e zYW`;+o$$e&$@V2E4OyPj`TLsf-|_ed_0t>fGFQxyEvTMx|IN*WH#7f#pOw?sKJ%Q0 zOb6p^NS0p}uwObs;(^g@-kRN)b|3b+d-K6pF_|>JHw+IF%MQFPtSe4vE=;KN-FEU> z#hjN%9HyN!JNnp1c7|-}28D%pOOJIng7b%L#;XHwPAq0V+bGLmbD_6l!F`<@2|6?W zrxtCptg+erB{A6M!j-0tC0jG4*IY{~kL@oIJ$7tc?9022%f!y~*;rkWxxsjVdF~PB zzt0Y`B~PjOtUmj3<1)FPrN(zZIbFWmYxQvQ;kWCo?U(<8B)G<9ayc2^?6a7y87dY; ze{|SCbHl+I2LHVurWD(h1`C@72p_uyDu9DO2(UBrF#p+e6jaCGEnKFS^TO-+OpvxY z)*mhQ@7!>3hr$2ib1B7tnwM=?;CHb&3u&!wTfE=!+v&HvKCVu%c?l{ztS^ML@z%9T z%VdDUrtw?wuXlW3X7fq+@O>6vKKblN{#p0D&Rm+g3{)$vGW*eN_Fd|+@!FfWZ>{_C z&LUXW?90-}XF!2-Zg0h$`z<#T-mhgn@de6O4h-%m6NNxzWU)_5*48Q!+I^>Qtxcl`z{Vm^NHtL#9+Y-SDibvh7jURoxd&3MG#iUn?C4;N^j}F1QY3{uKazBc8 zzbmM%1yzXo&-nU6x^GVW|1yr>_vNc9kI<{772jtco_%HiHOK5<`_4Z9f9Q#0`}1{D zzf1P5kUdtmf_+7cc}}K{zR&TH>-LX#X`h(wC*AA!`Tr$QGxST_&50Tt!BH^VOj++_ zLc;?&4YLp6iZ^$bY{gFbmz(RBod5Ok=$vc)=G^8|^PkRFHMuGC+fnz9htDl&x24s7 zvSh-M_iu7Q<;>S+FAM7rMfQ+}A^-c&Tk10UE#=?7s(bL&?bTPer2BG+GV%5PXZ1T{ z)&JMrf;3|8E=E?aUgJfB7u`%`fdN(5bypvQ6__<1hQk-!85^@@CiZ z)J@NWG%`o$j%K0+41U2iuRw~!KlQGa4yP9OVRzh3E;+$rm0!EG(IACkufe2-~P z$oUQ`5lgd}-Iu?*weW46`Hc|YyaU_nnCBH=U3&fV&Px^{1=~-*`*~f7U?G zF;&+EUdbQ-xVf!jdPLTVACb<-;!T#U|K}gG@89p=`?rcuH~Y@J@a5rU|B~CFEuY!D zKB^0P?+HsP7G1de{yLL&9lo`$cP@B~GVTcwJTI>GsBo*&*J#%s+b`L@{$|I!44!8O zui+@3XA+xRRX6!)+aBh{@nO$B*+ETv#~GhWnDxbvygnV|`06}Y(En8mXQLg@FfZA= zU~bO4=jt~^xSisxFJIUDvUPQJ?%hLY^1V$s^+I31+pfKLHOJ(oc`xeY`o+%rp1S(F zXhrs)-fIozZv&Qp{$F(4WO2Fw?&J0I!fuDHT>CkI_n-d50|)oW?X#Q5yQW^Qw)Xmj zFV`ldNIgnjdG@2op_G-r8x?(~T`Jj{X?)1GT1?`PkgC5GIDsBaStt6he+UkE_(>}eHx%Az>{Is*Wk{j=Oxn-%Xyl;(b} zi{7j4@jGn7HIXB?gFp@Bn?bW64dmI+%rrXYZhnzpPz{ZSW!`sB{13UB%@sEN_vg)v z*Uq}7KmF6&_zAb=18;p@nfLmbzQpds-*$iA{im`^=Jmq&=U#6VvwHO9?Tyf#(yunI zzkOXvs9g5tJ*y-+xwq5vXXo^(3odhg32Qg)W{JA;R;mG#{$&%RuJp#d^!Og>zKh@b z(%)6eKi4XUSyhE*72EW0SUJh;XrDo-*X66ro>w3H+%Z>+vwse_ELo@QGj-QQZP}Ca zOI7M`O#HLD?@PYyOJDarky|b2xzC8)su|a_A#$1ts0&x|VJjRpZ6 zqA%@Nd;Cvy{S_aYQn9)t_WAkQp|g`+Z^)iDnVZ`snwWOAcUPPI_q*%P=a*j)Obc88 zWu5YwH6R-$?Ovbwkm%kPUz$?$`b37+qr0olZd5+A_Lhjh@|m@uc*}Zt%+h?rszZGS z+pCtA%O>Vs?TvYP;zy+WpQg5@eLeeMdi+fb&;G5GxnZ^G*3~+-H$si2lm z)6Bzp2|svptUkT|&n`6sS#oqhaIm1C`O@Xqy#XO}m!Q_>S&qrK zbPW#daRTR+R}QMLwRNv8JOSB&;5aM&SM%Qb_!g^xg;Bu^Pr>S7v1t_>9oS!+UfjMl z_GPT>3jejIFZ)2ZRq$Ohxh(%?E#CvbY_qdhmPN3?^1BHRiMItibGE-`dA%HxTi9Ru zz5Zkp4B0gD+IjuggB3ylbGDv*c7y$uXZ9=4NN~65(APUU0%v|FfICfmS0?YflqB1A z2E0{XmTfKHHN7U`wJU|!-pmP}b+3D+ zS9;~z-JdG|{oO~sr#88IktVOQmp;GC#lI#me%)y zT4$OUW-f#_m(9)=JpKK&OqN3f)EIcr<@7Z5aZO@g`}Mu0XDj3;Uirn^WE&Uy)8@wG z3)?ieKKAx-a{Y5_%GaMw#p*lrZy!8=+S(>AJUPBMdG;#9y>c_^!Y6KDxv+O*Ew9C? zHY+bs7FsUwN+WXDtt~Gp2c`dSKDPb% z>N&4>oe%w7#q{#Rfh_5H{+Txam#>fK&we#2e#*y&i*pvgSe@sy{`#HYZ=dC6Wh5_2 zWxlj&;iXNASsy`tvg@EBrCVD!{F-~)^iR__NIp`$5_N0hbm>Ram+6=;`MXB(?Ru$C zW`^tTsE@`G(aDP?5yDQ10@Q^~<+AJD*vXICBT2^yFQrbh&TO9fAETQdcV8 zP3L`CcXh({%!R#yv;Y0;Jo)T~KpDHOZ~E*c=M}e1GTV-t?Ypz?VWbD7-y!96b(w7C zPQ^OYGeORu(s@tr&+2&QDE-*+@8UxB*^gayzAjM9U0`#ic~eR0@3m2TTra(|K3J^s z^1^oQz1jSx3wslspbHxmO@wbr2*3J&S8ev=n=R+~a#wJsg7f6XGxpXSPT9Nt^K=JQ zvGOapa#=*9AiEiVEm(Qs*ouJn6Vzru=4@JZp>0(Fq%CoqFP-~#Z1}(FTOod|U7)o^ zFeC$#6yG{m&Av6W=lz%9mFlw(dp0cPpMA))VJT?r)NOyCWI{`N)J0G)uK0}b)ww5q z_vY+=x5s70?`^Mw?>^4GIPd&Q=~;?jlV_j%|7$~@Qa@6G*pzWvKgW9L~`b$4QY z-0Xd6tozP87O_@NUVQSzMV2CyK+9PxWT2x-TQl=%*>gHq9H&=u=eUZtDp5dAz{e6Fz*U< zyz@`&=hmhr@uDuXU(M_>{ks3HkJ%WZDCN9wj2@ALHF=+M6bKdpE1pPzr<``9}9--=7W zea(HkPBDM`A@#*(f7j2Le0HN^NUoaIQHb-FN!8bw9_UD#4DQ7?1#HY@kJAGWuk&+X z`oBsc-~5pJVynMBlTJR15Ljg;96A@$%@6%?xRa5s!a_q9RLrq1Ty~jnPt1geo11v# z#ZrERI^KKN{^3US7tYZYM50%(Ti-;XMxHUDI4R%Ob4HGfJ@`j1;@Tj6?+|!0@(t2A*0lwX$!04 zEuo1&pcp1O2(*~LSfzvcGs;Ob|TdciEZL|1gl`YkuwA(hN^_P1rsek(eBuMzL6mDyJ3`aB(UGiT+=)Gd1+df4EH>*{^B z_nxgg_xJVm?rpi!`}h6ei+;cRdeigJyI*SG{Ym0u&#A4+-7PmuulMWis(I@a@~>?+ z{db`rG~&;?@EUmVX^q3$<+7!{_dVXOOZ<5ol5_qpxVE`8ZjAcT>JZy^!Qe z`nk{3{(NTj-IOVt|G!LZKiltob4NZqORo0r-7($*Y%CgWzcKVaFrePGXAyL>;?^rnoy z$;z)OklB*0nRy@M!gjyryS_RdJP)B5QoRj4u9?lTM)Z{QBX(u8C%)C&+^TVb1h z^`??#(Qz5OZkd?xm^A5b>1+El^TB0+X-n4mvOjASAE)y+PIanu{*$n!tz_1>H$C6J zbXWSDwV#)V6p^P6U%J{Wl_&eRX!p5)@n6Aty7zj*%lq@UeA&AcvL*ei&Lc#TmPpNzhVA5 z4>UGWyWrmCKB;Sd|B80ES!P0N!*l#8(_Y-4zvTw|!Rl!ARkS#*2yz>=)fF75~y$b-u64f7-vlp53(qd(uHWD}F6F`}R$b&|8PjvXIVA zkoh3?RW81>*#GRxDxX_8PaZsNRjUwe|Nq~TqjnsVtsyxkSMmJ09Y^?hGTeP2S&bQz z)m~O^*~p)EeQvzgGjLeO%CBI2+tO+St$F3QNZ+u2Z2gyi!sN3X`LC42qmNzN{8lWx zRW~Su?tbm5Wn=yD-&go>LHkX~_Luu>e9eyYv%WI0wkn2}kYd-@j*klgAo+g7d3J~8|7o1VjO4kVTx`TE!WGN{~7a$a%RB(tr3UER*u z^#6MwL;U5u;_#a}Q)G7My?C`T`&?pQo#&bS1MSyyQ$wTYu5bFSRqlU1_G^_^cJ%h# z>;3=upMLo9TK#D8;@aYW=YKw|Dld<$+kMzp`r-3@*7-Sn^3pT2yr9!Rv!AuZ8^2j+ zU2{Mb6!zwS6JExff4ZK3d;M`ee*68~59_|TFSq{pLz}Zb&ktJrTbcgrd-Y*T+ruYC zcjx}+EN76D%U`wa<@w+!Q=avzitpbQoX@{5db7e?pFw^0Va}GN{Gd7drhxp+OD|ZG z%IE%le;Ayg^4Doc{JP%z$N%>$H`6)u4Ps|&|L=ac{rGwR8OwhEbdlP9{c_F&w$S6( zOYO8xuQ}VAg?`F*l-cl8@9N*zJ58>h=YRKdn^OMw9qG!fe?Mz3$$3c7s>j;mfbXnm*?k&$+++ z{A=!t58DsNhbz|F_Ux1nekb*R!3X9aHhc7ne=YOno?}j z9k6?5=fXKJv&Dbiy1I9pT;Z(sinGL)mu|Y7A6|7`&}!{vzP)z@D{8FYd;Hp@%3ppwoY@D-JvZR6s0yip!G|e(OTyjl+`|BR_e#pF?pp`DD5i{}K=B^U? zup{dYwZfj{re&DLnKX-^ElJbxmIt+yMHj|h>D%R`npDoq9byL_mR-&9by3-qr(I9Z zYfS=KnF6x%%7vVemG$hC&u&x-nVM#0ItAQ@Stj+~!{oq=|4Sil7}J(nLDnCNoc~<8 z;N<*^U;5Jjb&C0Mrqb(Y9bBDeWo{C@9yCb<8xvxaH+k>Eoc#t;N4@5lE0fh8_pW2U zOwbz7?{f!B~!g(u;SMM!cZM);@yj@r4`3b{Yvgay(ufALQ?GvOj zh;?2O{dTX8uE~<0YZTA6^JdmvonXH8mh{$F{?|cOkXwS2^NS;a+dw6)bm@m1+`C^h z=9_?%`8vfbYre%z6_c7|m+kRugW}6@-b&%sdj(hjEAKh^?1!dv{=#(lSa;9|&Bu8Q z+btQuQxB#sU03hTzU1V5>%7#Zx*HR|h4WT^UbXk*s(*sUlh1yXaoVc|X{20V_in3c z4g2p+E|-5vf0|zc8Z`}tYIfaqUh7hA#Kd>uq9DzNQ*0})&Z~kB!^DAyVVdKvGAy1i z{}nRQq!6+iG&fp2_t>0SyRvrWJ?^UAQ~=giF1x|ED&*}7?K!ns<#)p$ zgn$QISF@L{Dtl7@YGbwUFYEtNw>K}1`(IzZC+kxH|4Y;KLYa?(3cH`j2Rp|JbDxj; zdicTq4YCd8KbKxRH~B=RU3Gokw(JwLgWmQAeVtwm3jdIm-$GVyf=n9yJ$^yJJXF+Q z;mV3{B~vfXle&7(^31=jRbBhJeto-5;b+lh4jL{^ae0ha11y{CR9)Qhxlu z@APkO(|`G|IQgvN&q}?wou8oP$TH2S@8<=cYl_WZk-D9ccfsn8Zy__j#bw?zNthyK zki{!upLyWJGH3S1&VTRzn|yX5BV?p_4r9cwUAoU1>q87(jQK=g=s7zuvsL;3acF(< zU~1|ehW5KA2lC%6W8~8|ec)Tp=T`n}|I(AsKA0vi*fkkCH3pUp4X@5LzVd-qAKRbqJFLD+QYmz8 z{jWEd1urmE-T&>-`s~5f$G*%`D;ayQH9T9)w&&%kgB|-BOP)HEK6OZMg4V*jbk!^V zeVML0YfeF~y>kNd3*mk?EgkmtBKcAimawU;Wqi4qEyH{-|FMu?s=w7|CtI#qnF3xH zrR}>v=T=Vyca|o5mZmS4xfIVK-uKW}5ce(K_sxZq_BBjCyOFzuH((lgwCK{8)5}(} z$yx@0P-f7Zrh?7YkPh?frn1ey6P_%-z7V8ArS?L}vX@Smr!I>(tF;Z0J(X}rbxNb% z!;Yn(2E1g8^<7YNB%JN7-}i$N*8f}foqYDgc9O(F*sO4Abe_B5Lfa$CThh1kAJgS~AjbYmj6I0~G#TtGzU%4LWxn^>?`z%b{Py*zkd)yC zw}9Oi0lO_Y{Im6qK|@o8y%oV-&4FG2SgdZ!*o&?Rg12D#YpWl8|3w{1S-0Sbpuiv+>QV%(JcEy@kueLsV7O^+a_1ov0 z{Qb|1b>3zheth@by=!;A)Z^KOGQEXg?w?SbeYmm_G=h-I>WM-e|dbBikp~Bg8*37z4fn3M)7ta>7yt@#64>W0A_aorq$xBz4@!oO$ zmfCo5z4H%9VPkcrsP9k}tg*~D>y}LKtuNcJ`j{QJy0H7U`zkZYIHYh!{_kyn_^rT0 z%s>`b>n8x;7T~V z)%_w7mUKu8TivW?;jV1)m;H81@fzm2v6evxPl89Y3#Z+j&gynW96U*Owej3K8P=nb zkinl<3pCGN)bOi+XaurpdGMx^ZJO5_wfrWh?ePA7`mNP(^$(BA&~$L}F*K{^w+|-_Sn#F9q9d&~SM3^%-Wz?F@Q7K?^e3 zml@{HVxLj=x@_*lNJen~=4)f-nfY68w13*%#sco&EK#f9u-&f0G_&~69tF_i8TMsr znY(Un$$ePPzdgI6;uXv`bFgh?lR;ZkzB(37w!aZAzi0Lq%X#uMW-ob}6a0p`c(NJq zzPw$r>HE2^z;s!Hbxninngr1`XN%>x#*?0)rmvlWW#(nOUGq$Kx3vm@L*(Aq#+xTW zPTVwCWCo}wHEHgjgZF+tc)R56M*cH?x31LRT>>5+T-jDBA|~Y`3bg&MaQTJiEaY9QdH+POG2HfBq-6^Lp=(0FGtq>%XiM@bUk* zuS-CuDz;Ae@`V3e7{_|`+`j9R)8te{n(p5A1+O-}%~f}1lSAy!P~Lfb4R!{$ zo|pIAXKv(AwbcZjSSzn$`?GoP*MqM;K?9O6J!dD$&zQI5W!B|{##rv2y3CjAP-j+w zow)|=%(c#IU!J^mCj86!M>BKyN)x~hriFYuvAI&UdpGPpx8a`%Xu+X*Ew~GOr5%7pR22TBH8Mj!{8Mpm@>-E0RYU+ft7xl9?zAU!i zcGse>^zGXJ+m8ponmy&VU3l!((tqZQ?>;Uy{Ss?uFLwFD)sy-b#T9#Mb;GY-dHg!H z^!GOft?L555!c)zu9;40=kf*(ct2fuXcB17sF~?D!$Ee)c+u5``!6CkyD#neFVhd@{r}gP-w%0vWA1X_iiV>PKfbcrzDLgSy4ia7i%+*# z8^<`CG)GD|M>Zc^v+`gHIQTZ&TuGR`pNSZ)2n zE%?{#^(UWITv)j*FZD!K_WoW=&dJfA_@yCA+Nc&&|HB zocsA_eMRfTu&FZV&u^)Far}BRPjp1_xyM%v;wFY1E{IE9vhVzd4_@cDhu&R!y}0Q2 z=O%UYud&W1%OjkWKO)F*$J-$lFq>UK^CYx^HR<=^>bH`otmPJ}KOSzi@`a2TJ>aa2&r2{+{|p;Uzr2QZIkY_ewZQW1EsL{KbJBe0rum+E z3|+Zlmdp0%>|ws$r#9G4RQ)5w99|X9k!6~FFbiVY4JVWTFJ$r7S;zbpyS6C*51t!u6hBY*zs;@HpRL~B{=Bntt=qKXyI<}` zm~MUFbid~IKDD+`&AIVa@vGPUh_m?jM=Ux#^!EQ6^|klvUY3boe3oc-tnpWRjE~vz zZvpJ!Cav5nhqu$t>(7mlf9$}%LC)X%fal_sne{7Ja$9E3fHryr&)!Zn|8}XoWRs;_ z**BY#U*NTmFS9P|{iwY2&T8ui&x4@a^RDCaUzhs+od3Cf{_#IW_a6TYe_B8D=eHlP zH*$oo+x6LgR@w(||Mzn5i?Yt;FZ+7qd-D9+?fm`!XRImyoO`$T@6XV0&l0(uKR>gQ zer)yk$kmh2J~UT4$Ew5oP9K_g-YtE7ejB)h|6a-|7Sxede7U)8$$2TE9ezs{XT8qp zdHtndXl72|Q^WES=gJkYQ$WLMyL7+b7cy=2`-``__JIt^iQa&@DhPYx^ASIS=wXLc;3=FDzGHAeiEL=KoC*X~i=) zpp|y-iTw7v8b14v$zCZqV=gTYm zUS5*-!g$Ji=?{ue*R4C(Klcv*+WL-b?>>HB8y@=Z_4UX7=lQjN96a+l_WqXV;XC)O z{*`v3{M+uA_kSf$S@xf^ev@Tgz=qu?US>l^o^P30yg$Yu$!iWCdj7k>?K0nH=zZ_=z*_k0+|G!Tu$J=H%;^a;g|@$bQZHQx9?dMju=4E|<^Pl8R=bp+ z4fyJOwe(-}+uM&rqeDx>`LDhXoLKvlM5Gf-pNqv`(!`+QDx&UNLSf+x1fE{n|0B1xX*#y80)%1daJU2 z_>!L+l+LD$X4ZuZzCHFeWzWk0uPkoL+;-lp2~X4o2eZoW{yfPBNz}KT_ht&^#Xwu- zwHf#Mc72>1r{!;U++WmcyRl%pC1gpe$eOeycDBz9^Glw9))kdxSx5fzy*zi>@z_^< z?{3SSOS!UizsUTYzWR%AH0@15!}ujzU;f-HU8ik);B?vHgG-Aoghi)!c6nQW+TGq* zsZ%E*k)u;5G2{4;!w1^FJTsU)vG(8d|DX=!OA{YRALrJV`~+2F?kfhdFJ3ZO{0m7^ z(=vQ};(dSpw7&Xlef9rd{Mc`KDn(}L|3juXW%}*smYsym^3Pso^<&--zMg;E*DXK$ z@k6lt%oU5bF#o^2y*Bu{p84C#-0+{;-TD33*OzYJ_3!JK?^@=v-wxWQ?aAJ4#p`=D zm{vj%19rQd*^%^(x80yX8wwQsf|*4 zSLX9IbOm_MT(QKbxvVWfPKHlPwT@2HI=W5oe{6mAs#V9XD@UDE3-`VJ<>va2 zn|_NQDYdk@_PkEw*234j{``9QaGO9r+eTBii~Tj5EXA76t%G!3L0fuCS$PZ&HJjx0 zwJu=VxRhyQZp;1$`TbMZiTn-o4)2;LzFy?^_QC#WQ!+g~(BPyVcvu7aVr=g)FH25bS&6QvR%WCbsW_%5(0UBxai|{O>+1r|`^4J_7Ov2&Wn8gQu0o4RsV^2@BtAq)4I z9_TpTunE-r`rht+RtBzVW9{Xiaj7`#>ui>|F$X*DLlX!6vr+et1v6TiUJN0}01=Z&oq5rh~PcgXeAxmc6mE@7Bt`TbhvK zV^^SR&9gqnTl<=lz2Anoi)*C3jGt9^xn%jv!s)w`f2S?C`h6vNL$K`DV9=_ke%-CX zpdieeb0nqVV*NE6@UrROyO)-A!F_aN-_4chZmi^c6XO0h#Qm*^H@G&uyJFXapqnqW z>)*`(lA9Y|^}XEtsR-O{8*3*A&z%_jZ&k`BOS$N(<{WqR`5VEbZC4)r)naRqp91NO z{=FMyeiSM7-U&&+Go@bWZ%VPvwvt;Ckip85t(nuC@*UHzpR})e4xUE2E3Y>-7@mCD zzx(=?y7~Q_9R?2bqE(BFx}c-n`J5Z_xx=p}ftDk^-RM%!k%gK}5?zdU18g!_(vJL{9WxZqFAwUf^(a#qefb;W1nm;cY-=dWpGQti$DhJQ2v$IEF)Ee z4+Ru#UpqPO$Nc@T-t1eN(zQ}NG=G(yvFNdF%E5sXG;KUer|y!Au1YY--hFW!NEh2` zd$yDIxnIMK-rV~4Cp6t$Pc_(Q?~1D6uQOK~?2w(=)#T&qx=cwm*rztIbn+^>7_Vh5 zQr&thrqo-#QjLJ|?v+)tq~oK@wh9%=KJ@ zCoTd@>aV&NQk$mLliR**kwb7q^Cqv@eqGn#HE-Q+zYDQlA~i{G|AhKmkM9|(@7-o! zfAwas_f3&ts3xAgB`5^?_K9;eSNU4KZ2kXp^|^P^UCU-v1%6%j$~ZVN$J#`c^>8Pb zuWQ#bB}NbZTV;!L%U8(-@#cMyQu(*VD(JzI>))QQx7u9@vfuUU>{aJ|rZ&&EGMmaW z`%u-}&{tUn!l?)kHTg|_I={?w?~_g0zdwi1y|dHj?~+##U9AV-J_wm4;(lI z{Z)A(cUM*&2>t1Le`iv%(cZ2Zf7d_);w3!jdUD;DPg)RM!M-Nwdb0OR5qL^i@16Z* ze%Y>&nX$J)$>-S85_s}q+rBv1^MYoL$=aan&EBt_QVf0lmG9f3318GU zzB%+CoaB}wlFv5Txn4!m^{&f>mIilT(!2%>@i6%X8vnN(oniZO>))TN&*jCShr+Rg z{OaJuU^P`^E+jFW%eGS0&pG({pI_Beh~pk1IgZa?wQ>1}f&-zis=}64biu;gB4V@V z|B?&xEjPdxy^A@89NczOS>_*Fye@3zYwPLL{8Xc?j$WC&sy*cPKjW-|qvxYSIN5eX zQ{G2dfUlCdedpmyoev`O=4|$g?af_Q(Y5t%#%++c=7YtL?H~9@-?{M=l8|;5&iv(h zwR@F$==_;n&9}kYE`1MuRaNkElN~%Pn)P>n@?R~g2FVvE=g!ugmxM@1A40?`xXSCJ zmab!;F6N)wwS2~|;I9)_ZI(*pa6Tx$6k0eOTUr5+-DBGh2S+~8yd$0oDjasL(HB0l z1rk%~U)-4!C3C-t94hn9$c_**Dp)4E+ZQN$a79;ANUIT8llycdtz~jSrOmQAEs9HB zuO8=YmWw&Hf-4o_n;o)?wVDD&kAekjJwy5RQbRyR@SbI-KOM@skiYxTLig!GS}1`w zWfg~4YxdKym9H-@ozk^(cF5NkL0+m?o~*69J+=OpXw2>kuXefEQ!BZiBJ9~EyIhOu zg~(B`V6A89{oPZ74ZluURlG~WIc`RA)yu5~FD@=!(zSAa2&_igCA(6qDMZwD6_;vg z>m;pZd0U=?GQ#5pIV;}E9rak+*freg#HNH;T8M#NVLYvq*rR8 zw!5Z;aGJIr+^eluZ78u#{cj>Dxm8b}qy;a0?)HU!lJ=BxOzN(8Mw4&|0R;leSkq}X?RgmnaTP3;N;K-uWxm+MCRyjGsJhV#U z&Za-|E3*EV+wb65wWQB-YDi(h%3T-dfhv|>w_5oo`?07Qfzo@oQ3vV2Eez{oOnvo}vC{ zctQfdPFVGsEA>F@&Wp*@8&~ar_2wQ(1GGuvW?r&bdt2_Ir)O4Q`TD{rKsD5M7etTo zsy4~GurSjzmlm*3FVq4#cn;K_X6fArdy@(#27AW(pXmv{xJ^0~6mDCqB+X)OEHV#h z(7W=&$j=oi(C%L8U3Viy=KI{ZrR(xzkF8v>%QLiJ?{P@b)di23|80r>@S!c(>I;(n z;F`ar*nHQg6V{+m`>wZo#UfZ)wW@!b{H27mi>|dcI``@^hlU_(@Qb>4Ux*p*;#jq0 z-TPR!RZCW-r?IVCQRQ*fGW4VlujVReoh9h86Uw*lrNh+7BM-C!QX^cahDZD0qL9 z|HtL-Q1@S+paOdp4{In=fxW_rDMXTW6^~=!{-vwrcduE{1! zqxSdX`5?bk&E+UX&+(OO9)#@RONZE_1G7hR>;7#fD*YYLAofHe>`5%J_Dg*#SFW{8B}iZ)$P*yX=)Wr~+P| z^hz-_`U>CeOA~r-B}!KXfC6nPYM_M`XxZ#5nz~Ca=G01^waXz5vaq*|9~s5dc-Ljv zEaW!D47RWWEgkFVrRy}7fJ_57fEjInFR=f|+1}e7+WE6iUyl$@LQs;g>*U)K;5Ou>{zR<|VRUe#BX_fwc zlA8TL1JVR`INxpe)ZZ#9ZfU#u<%dhxAXj#KWLIx$3VkTE-7EI~o++Ulp@kK%-`nYo z;$oX_E%UPa@**fARdWq215I80+A88H%bG*V8R08e&%SXs#;~ z35OR6AIf%|IvIOh6e0*}DE)f2bcfeBnX7(3B#I{p}Jss$%}_ePoRd|rXr@uhtvF4U-^31dm^+DVXj(NIeA|->n1JN>#ME1*2uVq z^(kq?>-&3rk(P~X<~V@`_bpk~K7EDt+n*Cw>3Z(}dg|WVen-J{_nA`{pFy^0pX}zM zrbxw|u}jybr=MCgW0z;>{e4p+PtHreb|lhb&iNk`KeMz;#c{2bX+`$XmLjGoOIENT z)I(frQ_f%HliT;G{ObQz8`>6MI2D+I97Ff`qAVHLepr1%(kw;pPa4O_YT;nyiq8zEIg!@S%}@zt%$w_8p>@Ov3> z__gLXq(XrwzkThV17SOOk7|`pjjrrk3r^dhaOm$&J9lW}v^Cr+wnxL}C29L_gtbVt zz?zO&bAi;`GfMzFW1!D^{2Ni%4{3 zR2rl&^m)3KriTyhR$uvg$7khK^(UE&bIWgio3M)4QPxXE_Fk2b zmfy<@hrL%$U48{#a<^??92OU#y?(`1^_-XHq47ai4|{X3ol)gs`pfa24$rmZsfWO= zxy?wS*OPaA&7Op?9rfVW+?2@5sC0;*7GL!Uii-%EFXQ*}!eZ}3wR7Ok~>S6?=d0 zmJ6pYJ86Rp{8>7B&i@*?y#wDa)CV;-H+>R`gk{-N7kOnjaWO?!wyt4v4TB8GNX0Ib zyHIRkwQPiO_C9K8bVdmg^6xLRR?XrB5euULNlwOc@q?%MA`DXP`q{PM5s$lSCpb=!q4 z~zMBc8MH{7G zbViFKtyTUixXExvD*&3tldq|(p5WGg6>$R8b_{|z4q7E$d^;ml;Ea|=nrOyM(ct)y zyGvHNPdC!OSscUWA6IxUQEJXq0gX*uplC&^k(|RE6;>~p5W3)m)&(PNXjlKj=1_Hk zT95XxS?%kBt-gFfv1saHY3npm*4qcaBv0KX6}N03sAbEmAI$&4Qf04>eBJbed!P8f z3^**Ui5_r^62f*cegYLmEjoyzXx$4@u0x5r$3#8AS@4V&C{*Fe!Em+4jL?uXT0&)C zqF4QTxAaWcS4enYzu(=W>|Sd1L=#lQV6iIDaJ2_4AUce*t39sjxh)Sn6nH#-KEH(K z=B_D`uBX<(T0)5xU_W(sMYXaiz89x39kPb@Ozi)gG_cfO}zCQ3al#*kfjF71Le5rNVR%7OOUQb%E{wwFuO$ z1Sh-ZUjm;P_n$s?Fl^GHMaQQHA=~t$?1~mwmZ<2~t|?K5UsXeEe+OlO8c>?Al>MKy z&Rle&-QhoBr$&26xfy!GMR4WS}8w6q|C;0Er8pd8iezUIloOBUPBUmGW{VN=zh zxdW*r;wfNXw}>J9N8d)TSbl@GTa#Y7U5#B;)lhv^zxiw9p@%W2b_l-WoV()V(kEI$ zMX+qEb=hb zj<1`P5dK4GqgU+R1D%@?>5umpr;e;pX`3Gruc_;tgEkl{Sj0*m81FA z3eccdmedq$@8)=)K>Y)U7PU|Rgd9^J%Km6^)=d@J?=>Y})oEtjmbY$K=YFg4*t+)P zmB-!En_kb_<-!=Yh(SBB0Tz5*k8d-sQE~7OV$c?x07~ZHmNIlhl6mZfhM<3X>4z6> z)AtrhQ03ZyR271CF^JVE#x7m=KAvlX5Niau!EdTt#m!ckcy702nJcbz55gs$Kmy??XfUisbN?jU-3Pz3 zKHQMIm@U+NrUux%r`E$F>FJMWeetOW*H3yBKJ(LRAMN!sAR`SIHp^eh^EjS#I$>qq zvOikEb;zxi2VgA)PtR$U+8!v`s{rZ5F;|r}Z~b*?;@r!>z0*#uH+mXA^An=^bswx} z6UZ8ENKw?U|1^A4`h3%S6ZW4z*7AJsoJ)(2Pk)3QML)`ZXmQuHwuh__y8hVvW9YK0 z;gFhh?R&eb{IZuP3}5yZ866Fu`DnGzM|d&bli$96(}D2FhhV|@psSC)KZ3^UjvXv) zy0qbm>-%?eH20kniAQPh9}bUvpl!3fX6mlGKbJm%(l>azz)^SFuLkbuJr~&*r+BS5 zS{gp{62eRO`r=X@D>p3)pE)fal-F(dloXd;`!->fZ(#ks>3er)bRC-vbsD0R*tBe*Ihe13IkCXxqL-yp^ln)ccaOQ3}z4xBlCNKMd`WO~+5Y3$FUY5Zr(g zOMD5bj2jFBBbTnrPuNvt5ZnN5N2#1zrW zw8n{13>LNDvV8Bb|Irg(!*-$d(`u)m$RnLK)^(vQ`wtcOhOb=Bx$D9&Q0PI*l&@CJ zdI9xYA1rzn9QEZ#P+ce}!9uISk8gj33eI8gmI+(=`s30+;335yL3OIta=8cf>%-5u z%5MzN*snDOIi8Mfe;n@mL0iWpcImp~pzNFnirt@6-&pecsZZ|PBN6kx%Bx#0{?vLd z)Y3t#DgNQQT2RKglzS@@)-%(4vGn($iPN_{c+>-SA4>4u2M0tKQ$*{vc<4BBjpl(# zw#N^i+;?fB@0Hn%;$9oLR3lo2bl`oA`+W(bjvGGo91VR{Rik+j)F`suHzncZykw^h zzZm&~U;TK+IZJ4b6Q>x`Kyib0Qz*;9L+m#}xv9k%QQ@9@A?vzSxmU{qYztTyY*aDd zeM6T`hrb|LFg_@hV-|R%_}B{Wk^>Kf=P4F?b<4$_T8~r+9lrf>wbGB!z(1=lFzJ8> zm)oc7DWv4`ue_DR{&{mj#O4Plw}D%se^v$5!3sRBW82@(|CQgc|DU)0A&(6Q8k~8I z{4VbKdMx^VjNOLf>?`eTTXZy4woZ}vvAFX8$;Z8Cp8D&>$L!nr$0t>$;4=RX2m37J zyP~pHMg^aAcD2OEs{9DO?b^!boujNAV< zL|Z=K*m+?g`pnD)ymx~?#do8mdJ10?;zJ>&YS>s zVgCL8?b9FkO7O`1kma(z@c68U#QU1(pBm>@uNM<;Ui#yx)smYJBzY_zC&v7H@(JcZ z{=W^UnKb?|>~Bgoc#xB-G~Hb9eT?0QN6pLB6AF*57H+w?==ki9h7;Hy>((7yKg(=a zQqOf}{n~3!Wj-#rA6=gAt;1LUZE=mA&ayAA+a-iH@^@-DGX+Xnuqiq|5r-L;eag(^ ziR;w}zKF^7O{oGx6Wdvwvwm=UcpQ1(>hdSeItYAN_pd#^_xl%yrk@z34eRJg`7k%Amcevp8 zV(*{6D<2dH&77{xkdu}= zd9@(>r>Kn8-GoovzrzC$N4*CnxaHSW>lQ3sQNBu8$13ZL)8b?S5 zsuB8_d}Qe#Z;p%MtM$D%9$UGJRoxMK^l18{r2p&&X;q&x zR4R{5S|TcIl@?(u3ki6KGS2d%UkAFkCyE&5IRC5vWRhZ0KE?jQ^sNh1F8eKtEjm}x z9Cs@Ixw7!&j|VH?>&{Coe*G^vqUM`-_ZbPc&phAaqu#6C{^s!}&fg%Zsw7iomrKe1 zMb7R#?$dqlImo&2xKH2oImb;=`Q@@;_xX*f0!Gu?dDy3a68{s`rGM_`1+6CExg3l7 zByS$L%40M&Xw6!|2L5Z&-``Kt-rD-nZ1@n8?33iP=WU<=iTzK}%j_4$wW{l9>Rr0! z{WEuV+^fgSrX0QcP}axzQvByh5%Wz;qoT6vnzTdY@7B*P-^*z#UXuIxekNZ|RYR7F z!%_BUU3{`eG7F3{FAuWA-oT-%?w{oK-J#jLt>XOuM_Par?fq>};>cwX<_eE-cvJ7GBF-tT_Ew`x%pr zDvoTGmZRJEh{`mJ%$TbF>6&!@-p|+APnf+HlGw1tcG^Z4L0zj1ixyLvL#N_DoSr$! z$=7_+%FMM^r(Xrt1wTI)p*|x-ea@SlD~8M=X4j@K6Utf_AKx5vwzcE}!#v%uVcMF< zf8{4f@ZCv{QZ`(BamKX`liVk;^Q(t_IRPoqo`1CI=ihK;w#@r3VV&j$4`*B}@X@Y6 zXx^mu&miNGf3w=Z?F(KyuA8VJ{{K`LpRCE6zDe8fRlJ^in!W5@iJ@3T&Y2&d3Y$^| zOk|!&@fGn-2!B4OQ19vzvtP6BWz?|q)@+^r>(`ua|G2pYHT-`ppU%?PwR6kA@c#w3 zmZ8qVxWJ97QrC0Sn*uLyj#G}*U$jhA)+)>5wdoq0$)~NS^H10u=-u=2mDi`{>$!bZ zyzYD37RUW$zV~G1^iTeuuhbhV|Ft<^SMqpw?%)B-{11fW(EJLj^pMrr}AGHv{{u- z*`xDn$MNW!;^M)zZ!G6KMNMm{eqgi8kwa7esGj1?U$=6X^&I=Aa>GlgCwk+W2NyCo zsIK^aG&(=#-p-l^nZ;2ao#Em6IlUP=><6bcC!BWN@Q3leGuxl{PHb=9JF`jESf^A8 zFko4(Pg^7$vmqBG4&Y?Y-aS1X@9VALVm z*QD!yP%JRl*Xp%(y|4MJ6RTt$^sX*A=6zPY>!juu-FlPj%=N#g%)NEaPp|FURZn)_ zACn_vRxR9odq zt}*ZT&28)a8Z>F`dcVsuH@@lI@Dl4$?_T?0gH@UZciJbmPYLrL>O_>q{SPetx@E(a z-8BtgbG~q9?AcQXM6-v_mdzFjM3Y*$oV*r`@w086V%?v*g5n?=CZYf zi}SoIE@?^?FoJ~Rl$)F8d<*(!Zuxetluz-kdPU|XmD46CpZKD1!%HB?lw+F=OEh0o zh7ud&#zQ8lD4Xivq!B@P0F4ugu zf5ybRc}e!as?s#gj`X}X+;CXgKje%>U!&~t18_g?X1pvcmVG7BMLnYAjK#S|+2;rN zcI2&742b{X{6%r4EwA2F^U_Bvg5CWNUVpB2@8b4P^-E7(ye_ffT>728-vj?yJutf= z@M^y|=jlINPkxoT;mOw%>ZxtPW_WnJQUWOB?5s(6zK=&ti@SSmKKn1>rH^H96!N{X zU@tq+n9Ve?cJGxda)Cb>9J>>+&TW|*94JorASXXn1jSIu>Wg*L5l|9N}c zeeYW16J?%X`Ac`_CtdggvgnNod)XXj6KbxaWq)DmNTC*L^i*jhi-W!L>QE)7QnF%6GbLy<~2CPS@$h zGug8Gy7SY`f4z7WydmL#|EKFBX4kAwM!cWgUAXJVfv+kzJcW9!FRpzcVKeuJ*@_rw z@~jPWy7+lPK_1$sAY}vQ$bf&GlJ_qSmJgd>RKR-wQt$ug!+rxpi zvsW{k&(ExqdZWTyHjB;LuX*O5L;p&z6iA(U!u;eH%XNbYi#4JAE#O+#;6|aun*|x$ zYhCkho4Z`zr<`c{cB#~kUuSZEJL`D=it1jU%=RMhY--fbd0)-0vxJJfB>Xp=S>=25 z`LAoS&yH5@TYfO^Qo^4J+nbz^_dGY5aZ(!6isu)9$km<8;LY0m+~h{F)Ei6QZw}@6 zZRgsAv3_1IeB-{|T$?b#`p++)R7<^4mx8X*BK-t^` zNfzGa2j^W*_{n{*{;u19o%=t;jRQ*ms3lj0bic2=|IL>F+a&hK#s#kJeNyL|ZS}d+ zz|IU|^A3A*^=kR2gNHjGC!8)-AYY&-`qn9hqX88FFU92?Q@Xrve^6A zGbaA~^uqzMDc>~V1eBWf)t5@8roqd6Uw{H3ckKeyr*vuFF$aA`UID!B8lx&GN zmON>nxSu$lDUbj~x(vJMytqvdTKMk^>oiYzsB@!O>`mj|X_xG#i`_SqUGe{V!lFi_ z_;lxJ-=r8W)yLa@Z2!mXow2ptaC*$+1FMf8TO4)e`o=e}-ik#rrF^oR-WO~eNvCa!nS`)pPzI#{cw2Uj|a(1j~{wq^?Ym5q%AdT%V!<);cwpCaxg+{ z2PjjtADnj>TD2Z-pKO!kt;(t%!KQdPa>H|-h<^?7C%1_9?>i^Cw#2dCp5eF6!yn>C z2WAC-N;TZsHhrt0_+*=3{AY~RcxKLHtv=cG@y|g}v!^0*!}HXGKAg&(nY%5UF)mQ=WW|6F>Nz#CPLW7n^W%2cJ!0c&=U zYvEx(xasqw56SP?<7$IS&qIrn=PEaxZ@!!KD!V{urH-omoxOj9{>_@VB&c}uwBI$N zS6;4Yd@Gm1^yP)Ufq#QSj??+3=9GhRn;$r2yvx_y?{LkScQU9qalJF%e$JDtmi9Le z8yASkSa9*lu(CVsUT2rrwYoF(u}SmXCT6jB+vcwD&g5Ud{(6b1=>>%=HYcBMJK4M0 z`-pP1{8RITTiHYA&JCIwy!XQ72MV4A7gQ_+uKbox@%bs#bC3LS2OJ9?C|DE-$S}Ow=bPSeWuJdK1M7a@^ah`L{kbnK3ns`&e4iY1aN+&gO!{1W zdo*Tjy$1@P$lPmR8^h!O=bBvPmSJJ%Yhq?U$hhO(?Gm@S@4o5HZPa?S{Uy(v@Q-&( zmK{IfnDk(QVZj3livpfAQIHn-8*ZgF{CljHm+@L3H0qG_Yh+%2;1heonHTx&jNKin zXI^A+WPGqoQ|g}ivi$9ZytrU^7-SG6{DLKP>?VYVZ{F+3bp|AAQNSZ3 zbnL*70{stX`Mw`|m)2h0`2Oz0xP{C2I0nV7VTri7P`N2MPAy-7U#TfL?q;P-t&h;O z^|j_D9tCHlEuQhpd}fR4U!A?`!2h!8k{|Zp{mc0Ke_E-}3&Z>gGt4v2NOP?Cd-kdL ziRQ?bTp1<(_-GAv1{=fT| zzR`V8pi-R60&R#?B2pR3EQ?(J3ZtEc3~YukxvWMf@(# zf7|=jKJ2eGN&J7m#^mU{k8UR`J|4Ia8d$J++&kwZq)%dPV0e`*uy==96;Jmm}}#`i(*Hos*(tYJZ8=@Y&yre`~q@ z`sQB&-1E*D+dkTD%jS4>y?4JvijBQ34-CzLkgdB zPIEj_a7^0r@l^W<;k8DQ_opp<@}@>^&7_`HQs%mbS5NDG^<2y+vMZE1+TGwt%-)6n z<}?3j5*K-`d{{F7JTc6?O;CmXH`ty3XLTpL>#P&%c&Eo0Qx$a-({xXVfU-A4P z!l75L?K_*!a0o-Jl40i z_pIs`-CB0}$qO3KuI;-cdEM{WG54Em-zYw~ZI^04`Qj z?a#?8+YbafCGea9mnbZ0pm0dBV3{_zdaKQUW}R~^b2|ODyqNJ&z@mslCbUr3+h6bM zfvd;8*S*Z-*?274&?@7Ay|@2AR^EVw=&nNV-Z{V8r@gz_?sz%)frh4m-P`bz7YiPW zSQK%cc{2Aj`-!gy?K>nr8$WBLS+MraVRH9te9HgB&8&IKw^%b~ksrBc%zx{RXM5VR z`b}bbZ0E0S6>`Gh=h3IUDY8aBb{jsYu-(4Q?Y(y=yNE?0*BlF0zd20m3l1Dx{zTfT z^X(JWzqeZcS*2UVzsl$S`nR&7@nC%Vl5GpKn=RLF@~WS~Qa^V>)~+Y7s%vUbuJS*a zX*aowXO0S+pA@rtQ&N5L&(^=M7d(`hak70^#n$WB*&}W(d~UVSQ-)c+uTl8;0nV)Q z+j18BmMt$0xjnC}c?F~2Z96H6_py2LQUy!TuKlx5wD`*Md)I&NWb+rOE%|RMm0fmK zAYs+{eJ>wsu6%yLv*Sq=F>6Q%Ld)jE3d;A5RsNQI z6t`Yb)!F>uh-1Mcg@}Jm`7FJ^6EEzT&(`}p-|_O~2P&Qhao0fOLVIpZ-wGQS`qS`= zv%8eFT;BGe5r@YOj@_#FbbYzgD*Yp-%T2!?t=?e1{FC_e zXugomZzmP<9$oy$`(y6QcblesbN}?E*7~c8g{M$Y_P%h?ScJ-qlhP-eXFOD~VC0mm zxhXd7ms4LqsC5MrDioU2uxH!d$lD3qd|aP~PyeK^dQGDvFY~xwWWT=i_N;_O#@m*u zscti2J%7G-iv5fkwOOu$mTd<8Gv~3Wdp1pESqm!qJqsSG%-9NUSiSzd;FVXzpGoYq zTUEfm=v@4O<>^+V)v`x;-Uumfjyn5w!~e*z-})&GvfW#1=COPSyLG-(c*%28)DObJu`{;IL(5~Pli>!uSs~)-EzgrbrMDuRd;qza5VY5cfw20 zf=Mb8<|)w^7dp31e&7=E?$}dM;?6ysBWqY7c1L68Lj?;+gfcWee&n4q`^ju69@gz@ zyGxq4%Wqrg_~D+;y0<5@d&5t@T>R($-wkuCgyyJl9_z2rwko+$AT-B<6ViTOv(5AW zfz_wk_J0O9!PO6TPEPpAoOMAY{(j)A`X#f@uJCu7o|SMWoNdmUm7jf%6kpGKx}N!d z+9s?1naG$eAbNC#=%Iedb90cRvrT z)~*XEo@&W?ZVpSjU(-|m728XzlfBNh{8I7QG4=e?Ki7U*Wgn4xy*2X0uTbf~U)i@+ zF5YMN{MWZ7^1ctu54MXPSo(HK%B3yOw7x4?cu(u%JP2x}?~$_*p0c|T+(MDljT7n% z3$f&oJlAOa{J_lO2R<9uol7%1x~pp1!GHHtjb|3V%ru)^%{51r^_cFwu!4*Q>M5(0 z+kz9W{XF-S*;>C&#E9wRt(G(IUAp-s{ThvzAD9_@%kj(sH9jNji}$yF_BZ&vSfAt5 z>X*mTcOE|w2_9^DaDmliX7U3c2WSLUZrR?m=SP{$L_R5~2@iOl?v2-8Q&g*^YuYs3 z@yvs?gQh3EbQT_slnY4sAU(PEtnajx|J%2>^hv&`kG!RLaj8r4YgyCS?zz<*b5vQ5 zornjef$7Y~kb!5W)8{5j*H{XOU5}ena;AV|jwQ=E8K%?mA5Kr7HT8y7^_7a1E0>>Z zIGCTrQF@4DS=#=udjs~HHr@}5_bYv-p{TEwTsLLEU8Goa@v`-ozTJ_R?*tX3I+_OO z-fLU1`K$XiB6<^>Pakx-9DU2j-Xp_;_1qk$biYR9fVWqU2I9@O95H^b zs{7T^s6+C@^@nRN`^>d`b>W%OjLZdxwx^xmmn*#IiikCTm*Ro^*Kh7j^V_<{rqZ5& z<~-)~&Y+J69)N0*3Ri>4<`dWzK}Fo2+$jr^-3lJ8>6>T)YTJP$|C9KY$^$F z%CV$#HWjYD*TpAmEW?rxDhG>y28hSIeePK!#n=3Krjh!=nUf!!@hoWLikVdybE;pm zololJ_l3G|;=0aW+m^ej#c!#l@o>E5Dxsprj?QfoY-iZC+%;pDY91GY4{`@PI-uAin_pV;{-Fv+=Cit9g zNs}^Ns(#RQQbNsx^)CVf4};72(kli(51dN|6)9rN?NjDu1O^6MaOuggiaV?~c?>Gz z3;*y+eb8TcF4feiJ38ieU{L-h4qm5I$4pjCfAupJ8A2eRGg zKX6Z>V9ohW3B`JB;U8>Hy}y$b&2U{uUz`N7u94-RD(G)mo1+TXXf?A$J^!VHh*f7{v<_rAHocSQ0{8{4;8aaY)b zIri-<&~=;pLHkRE5o9 z1LroAIc%rT1Lzx8+O?DJW#Wd`@^(#rbCP)31R_|=Rx^}`v2JXD-oAqxCr@YqQ za@G4U_cVciVKttaa;)MjR$bNDQ6Qp|5-S+Uapvw0u;VTE{NUfSt8B*>K1shOZuNt$ zlOHgx`1W@)r&rT`yO|rF{J1-r^UwVnqpvDE7<{g(>?ja|CN#yvo*UlSv>sHHIF!^a ztrMm>heaH00;@-^*S)C$&l_c$q;0Vok1_5_y@pdrOKd;IP*FH<*I|Mf@V50~yf zh%;HWYQ%%@&yHDr-8=H_k;2USvlUsZ0+pBfu?Z$W2>Yk{>&CW|-D}?+vu5G$&kDGI z|CP+-Q=dvL%h;N-!@kx#UjEn3A;sEsu+h=^srZRkH(kKh^Tn5E6(791wBVgrRLGe> zQ`HTXQ$>wGFyBj2pZ@9dnGy<icpg_s(qNwUNg+w#<-Xae1^e%pZ|0fyec#;FL-n&$ljMyy#feFRGOE!O#^B1w z;DNwxPv`JS{`}na&yI8Mix~@fB2G2WU}SsaPruC^?#DST=wAf(j~v-^LEAE)>+vtwBSpry7>pa7ZSsyLffSTJfmjnMq&T zTwiQAy_>m)dT^c8+M)nf0T&!?l?JmDeBjRK~e1%Bnz^8Rs4Djc(k-xta} zPv8EO{n_b;X;myaDokcljM9A#yt*vQ)`Es(KQ+$19&g7X70Ds<<=KHtpl(G2uloTu z!Q5J-pKqL^AGS=d&a9q0sViSv%We0Hy(xK5*ZbQ@7yE21i<_SwQS)sD+s0gu1Yhen zD?|IvB`l^a!>5|FJ@%RU?#-yc-sPPtCAB13}-;&B_|3Pav0vf>UCMNbneR)#-JdC z__E=}Iiqv+j?Dk0^t;#htIKzLGc)nj%`>z=75~`a#;-&2xBZkdcZKYBtCBaK#PFCI zG}bK{#isN0pvhrQgUS38k}pX!AHKSD$@h3rycV$JSTLD2WV}9naaqXZvmxoTAF&Jf z<~+zgp(5{9pqbXrx_$en?NRsEhd#)?{i&ztXW&1phg;V!7thYtNVkv93;2A%E=@)G zXsimjL&Y)UB*f>|?dx6SD?WA~6xt_jebMl+;D(1BHy8@ncCKG}eu?V#%P?O z={`Bt+a4|c67=te+_JirlFqj|qH~p+%4Q|l-?H=GV3<_JkfXwI>}rj+Rml-(q#Y?> z(6PRr&24|+(HyG_-(9-h)O|anS>|?{kyTnjb=Ok0@S{_IG4!bUCm;L9a>I+M$8?jnRmhnLrp)-5d*B-L zChOjQxqo{s4pdGPPB_iE;VH`vro!CpsKZH{J};~_4NzqMXLfi=(x*#I>W|M|*#6Fb z>*U?hJ8rC>64uJ|ZU2;Qf_E!zi&~Y>PuwK2#E_n-|W+0zxK%f9jkAH>;RhtY4E(=vdG!(orvI9 zL3U8y>Z{j1zWk7-|@J-*?PcA8nQS=_{Px?xJypKR5CM-R;bwfimpfk)9& zEdEWM>pt~%UBl65Ha}7j&U_HIeMwo!vrDh!C)tTI|2@_wAU@kkc4kOH_K)bFxt@0V zC&eEJuReWAv6=m(>*O`Lss~hWzC2j))#%rZi9f{m&jhy|KCXZIV>)>5yglFN(<`UK zUx$}G{c*kMPqyX1tq#%n$dSmMz~Ob}4>|E4T#sbvg>%(Py^K zUlDS=$HMBI%b%VyP-P1Cz3zkizb35gS9$Gq+dVj+sqx>dRgu+wifyx&^~KFBIQ%e3 zJ$nC>Y1);m&G-WUEp-cDnV+(8ZiE&8Ou7G2o%L&v?VrYQ=YC9GA*3t#|J1qWqq8RQ zZ`ko`Lb&#?gNvNo9><^lxSrMK^{v893v(4igAShU)PMSY-9DD>POG;aOqY$3HR4=8 zbJLQHSl@tFZ8olVZ4<4^z8pKN{)+%+!G zGdb_^PnzA;cp6B2{nJ0!|4sORYyQXh-^TyCzvX|5zx_F0`=@?gOXS6c%59(H!Gqpy zpW|;b z#aBV=RxUrP^xgYs?A*RN*};xxZ(ncklKis0=*z7Y&y3>K?fdu5Q{7T)|LV+>Vy@5Z zlV3A#n9Lw?Uo#9ev10S1AW2??5YP=x;c26+Q(*1 z>SA9Ne=0tHdQn7>_q$r_kbvVnLXRKqJLkM1{`T{i?!s~Yy?1k(P9B_U5O4Cbis6k4 z!?EtDgA2orE%_Q|?rF5)kmPGfeV!R&s<%E)-U+l+%4iOQwO_+sf2}J0r_XnuU;D@8 zd*zp>HT=(Z&iik5vVNmarfYkj#JPIe=ldbEWLMQU@$cDX#rXQk^}>IzE&i9z`EPY# zZT@`kOaK4vWcj!Kyy~3^k7l1=3f4aN+5W!I@$LeM?ogh)zR#hg#quJNmS98sKF9y$ zuG_gZ*DNGQHaOk(&`$54uY;Ah&waUPwc@hAnY*^`e|k;rW|(f4Y*4#<{Q2vN)_PL+ z|74cE>MOMUUpnc(QXF_r7ZTw~;0Whf%szR+?qd(G?-kayO0!@nlVPyd*uK^9xlFd) zWiQLZ$H%>YX2-bR4|AGkc2;5T{?h+9w`|sWU4JD*+k)BV)czl{bhqXz?6X_G_fwwM7vL@hAlvO|QN&G|3$#oW|m;ARl{pHVf&wt&G`$0qapf~_El%Mb4^!eMTRn2aB%x^w+f8dzwXxsA6qhflVPalYp`Xyo|8P6IjNTMRMz6x-oO7&dTm`$X85yA zU`Ch32Xl_N=F@GHl0w{n+n##=`ggSE+feN%la{5MNZw~o&}TFdySVPf1;xXR8=i|E z0H@HH|A}8!9y1C)?h61i@FVY%o-W$&#s-m?RwI>?Gwx+BEG%&C(XF--krGT zyGo}?7~8UZ6JmP&>I`Urfn#}XA+!(n>xyJc&yEW553Y}n_?4U};CN%n@{J+$_TKyF z%5$pUtEK2p|8`s=`1V}GEt|Uvuijbv=d0nf;FbT+Ul;$fZFMi7x$3k@V9bI)trqVLq37*v4G4RrGaLSmM2;%cQ;ITe7XZ15g=<0#ANO()ckL9|A)BA z3-yjLd^PIpl-JNfqBZ1B@BLv8@T-9Vhx*5NuC$n@SNjDF^f+9 z0du8ge+-f?{8vjVIN$N!)#rs^!2}KoafdZ80t63(MzfQ^quG{y-!@MQzbEE7EF4hbnVOiUG>w8xuvryOAw|2Y@bIafc>DExrIbh~L>lJwP}Tl+3HN3t>GX8F(f zr4;>m!9Kxkqs4#jJqvpKc6yY~i@GiL(~jz2+%~zUYySG#JhlvcLJZ2&!1I#K4-RxU zfE#s|tC)`Q@7eY1)57l0Owac>e!hR;XTHO~-+C!`_?_AQzIQtIcl(5wKl3O25$FF9 z0~*u*9Dl9q@mkO-!=1%5-q$uP^*b`7a308YAnl-<>F3fVk1hq>&y5X|4v9S#AHT-? z_W8=p*B!d&CVoE=AN;y1{YOM_RE>5$TU~hW+Mb1>^%G~jWGtA#V3EO~BU4rC^?<=b zpas^heaon`ew|1SuRW;SeXgGQ`F_TV?70a}w?7_Bd#@~ZKJHY0Zdb1Hebr~PPAA+e z(5~N|dn=ExbX#V9romZ<|Au1o7p;FEu}pM=zw@%^`yD^U|CzKAl&qGbeE%o*J)Rl*PuFku-uU%o;Pbv;tF|g+?hR!Y-;gL-3%c$`;Bm@@jK0 zg&H?9KRCcx@PGld+Si*)Z_8HYZTGHTFh$zWg5<1TEvu(juUdzt zADAfo-~?yE6BY}mi)+nO|IQCdS}~dZ(F^aN`}@>ZoS#*eH78j8)4g5)A0+#%6|lLI zE}V9w|I_xXp&RXf+~SKa?7ZA`?uPOM4MBr>A9sS{$o+uNJClkt2-fUxSyEoNG`{KOiXaLFefoaidG`U#EyH@?W@id&v2#(ck0e@4Hr$%lx)! z(e(2Vs?;=%kNKQ$Se$Yo(D=a#NrTDpG2p?s^aGndKYVuaP*Ut6Rtt5|Qb@&uCju5$ zrP0T?ZA`Sbw&pLJ&A31Fw%WG6hhHyQSZ27d^!wZ2LA|pB7OO3Fyle4euJ6)X{qm#L z@^8MpPI)6)Foj3r`=9uO3oGMPCVXf8q%iv-&y17o|K6(dnDtK!zkhD$Ma9FC1y6V^ zir8cpuGoI>n&HkDx5b~NI;3BCUz2ltO6cdHHwo?MI()V#&JVgjBa5r$_8Qw=zeOg0 zzqtMDwq<9s8@aR7G5kp`Jci4CKl+(35$+(f0>BUB9v!FHL){lJ>9kdbc1ciQR4?q}z4^YL$3ta892blr;!f`_@m4fzfUzlPN3gY*-q({nPdD$I2#5-uPDJ%EM^0 zH&PRCJG~40H(gx$fDD^2I5;hKf|qX#7CcdfRt)a9L8DND``<&0?TNw`_b!@^289nX-(tKuP4A`Skc3`?(~qRXzW-P+#u9ul<2br;@);Uv@;W z;1P#KAN-r{7TR%Tt&@AL)4cm&%&q)lzqdRo$=(Ow2W{VEJ=r%h z$vShl>QT!vwYc=&-Yb+>R+=4M;WLWJAqyB@Xz&c?(}n6wJzOP zs$g$@aglS|=le%~<`>z|NtKzM`o&xLn|`|F+%paTZ*TVDZW?TIC1((C8um0Z{|J(HX&jU)AcTBmj_Iq&JNJ}fQJm=wG0y;GDMWk zyIN->pRn?>jo2D+gtH&$WKQ_WUH9|owea0xt}n$Ge>2@Z<^HY!;b)iP=1hN4P?Gm{ zePs?`={XJ4V={TdKQ!uZ=j@U7yUypk_P<3j%bY5fIVw!Y_C5_O;MpXJ$fY}jMP=j@ zHva0F4PJ!|P8AEh%BR`?;g)jPV)A$A*7-~A`}fU>{MD>@S@?kpr@^Cjpb?lKY65Fu zOT?eEXU}R`TKn?y)yhug2av>-DEeV{C0l=AwfXra^5=|S+MhGFW$_bYdfZtCUU|R) z&gd5kICQN03%@MWEpH4+510>H{o8(^)A<3*gljXxN~4W$Z&K;L`FQCcvm;>&Y0-aU zyk;=mJ@x)pXJXyQeI_CuAD&_q zb^E97=XqA@YOk~3@-}2~GMhp{ZOhd!=B)wKwt0WlNh{)S-27xk#HSsLoR9iE6PN*8 z>9X#Ato?zc+vTF7#xtECoKY-zCSbw5B=zU9rEg3bv)LRXtxqyqw&EV(0yOI^Lghoad(%miu%oRS|P;(G|ivh zuAwTfeoDvMj%mPO9)Jni6$)P<-0z^2bOw>Tpra)R`=)Fapg4@3RD^yIOn ze=esyjz7U*vh3ug#eX-aa3(KnKM?7Zu!j>AKM$=PH-I*`frf$aW}N=0v%2A`+H`QG zr&;h!#De+i*ONP}e!N}KWVXpFZ35HpvK@|5KDX=YHrx~YbFoz_dZnu4#TCjc;b5gxKV_JiV%Fd?Qb-_}^^H|7Yj?PkXRGKUng^e&5t3|7*3HZGO#O z>2tn*^OOA@SHOje>4BNo8H~aGey-+Cl9i>356vfnSD*hdFa9%|ar?frDGbj+g!ulm zDGUDRrx`6hzTfpx{GWtfi=10|z)h2Diie*tTc6KL?&aUGh1ch6`m#eG^B?}$UhpTH z;s3GqQg?stSgE|qk9p6O{cPT6D{ghYesz9E`n_B4gY(p_S|26-{a;c!@0IpIr#6{C+^?Z4G(uW%&b|_?cea=M``<3!%Nud9=Jmhit=reL9^C3LWW~rYB9Vl{6LA*Am}@|=gFwo@(|L#pYvCNd0Ke5%(_pI zZ4nLJ><3sI-raT=W_Y~4U+qrnqq~bafB%2BcqRJ*SEhtJ=9#SRmlY4MZs1p@v@0>C}U48qf+0U}1<(^O2bNnc0|F`YR z2Di%GHqLFyUdApxW!`_Wll9%t_P2hHSKIF(=VLtQztK+y%eIRq%InsN+>wQpMqmRK z*5$5z^yu{gy@T#+lJ-y8KX>Mw)fdxm3oURwabTaI>h7a1`LDWne(lzqr5Ry7C#P(y zW9I+cdw(RK_`_)8}qqd}5WxazD0B-&clFysv@V{ebG< zf>{R_-7CM$llS&_-Yn1mxwBph7EI)j`0oiWOrk+8i2S{v!sK>y%LH15E zil1wEs{i9@to7|%*Q9q}?M*Ixx%7|j+m#QKUT06pWei5%{pkq zY-J6C%r}1TW7s>7QT${>;kFpi@>}Bvha?Ta%Wu`w*%gDI_?X;Sw7GyS#)4UI z4x@O&0lgW2>^IDIme?qnuw^B$=ik(gxz$b5?ssm*N4>1)+xl7L>Z`}@KeI)yE!k=J zXW9mx(_bE^oL%`}Kjl`vAb0}TAZ5j$N1xa>aY<^)->9@sVM=z3x+QdlHJMFE!nppa z=NXU4qdb3@Jp4swIa;TwYo%>CXkz>GzhU#g%&JzyiftD>gOB&?v{RrBd zUivX?x$&i-`$b<*Zo6dEAqkpk?wC2>;I8-2`%8^q)K5RB@&Eg!nZLyD9q-Xue6;=& zD6wlWFZ*=tsq7QSGaOaYUF)Q$PqT`DtiDgU`l6w;Bxt^S@wRVk`90+4@<_;7 zrGcyf?eJX4BVo1v|AyvDw=hQjeVN{;71A_VrhQUK+u&6`$^K8bWuLsE{hZ$ zUMtY_AZV3B2go?9+bYrXYj`U9jx7E2_2!i_zWAh=P51PkhyB|yW81>1D<3`*-}>)I z;J>B0+h*KmpL*%ktL5>0uTICwn>e!d9y;*gf}^vc0cf=ah%TAeQ&%`?+AOyhye>;p z1x!Sky(Zvf{n(g+@LpuBJ@L7E|7H zEtAD&U-9!%k6?3jcHA(9-H|zAdYa7iZ^4g>wC&H&kb62m%}2s`Xa7u{WVgnIml8*K z*0L^xPS^7__gX!Cm2}9~)NcciQ(IAjCchKgj_k7vHHIs0)R6D~mJ^4#+aztoB>%VQwOV^nPt^7Pwck_AQ(!STqZts>g+;0sp;8AKz zO3=!OtlpQq`{JU?wx$)uzZ+f#^8E>)*T(bozz6Pq6VEA_*G)gy@ITk8`L}Sr{#-*_ zcC+pt$+L~Ti5vHCWEM4sZ8NPYQE1z8W6uMpX~H^IX*|ylv=t}(fnp=Prv8Zf0}b^&XyxveD=%E zn8z&L8Pxj>WQ^K=him?7YM_n9exCaCT2_1e&CgQ+EnkqhQNWWU@cP=#4QU$ZuC`xp zx|%!v)9zm$oA!y`S-RA3;wm@)@Bc;hP0yMwQ&WG%t@gN9A@ensrV1F#FiZC}@+RE!{PsaVr68Mq+MheO z{3p+M|GE4mf18hgWABm!Kdym?qLv?M3u6ifSNdVnb88=5Rb4(k!~3*Ck_C&I4AW`( z4|X#d|KCnw`}=;9Wb@R+_kGf;IC4~2j>Wcz7w}Ay>P=7)z45joc3 z4##=g541Ta99GN8{uu{(8`V#Wf<`oYQw~%d1FxB!!w4?V zjps0)KDXH_{4cZ4x_`f4@K0$oPB<*N;UUirhT^s77fU3aDs7o&CHi6p`dOwv0rC6-BQw!`9AQ>`8K|V*aovAyfUU1T{D-AdQ-F~rH=}y3$bIGbtU$a!C9H>h>(4l7*5^?@Qkbuda&mRsR zR&Pm;QZ-(@=n*tnZ7Q*{0+#mlU~Y z{uhsuY>ru{%C4t+Me`UhnC__A`ew3Eji!2i=FEu1`gu;IpHb8oR_4?%XkdEI{4=WoG`gKH0zANKjXJuyw?K%Lrwh{Z|HtzUW6 z59sW1u6QWv*YNz@sU#cN)j?(G) zNPX7WjP!h4W{+@gr`^la?*x6SkbhUbaJpY?;Up{XqIc`UeU+KN88aWdyHZ+1Ow%A8 z6sytld%ki$oUmuDm9h7e>pN~(KelB4HixnLT!XDa!mLGhz4JcrpMLSP$nV^*;hJU@ zYCSv_XLuxT9&O`#Jk!D8t$04@JPQ8#H!9D3oAXVF^W5VnzZp8e`aIyVC}5LG&@b?} zug%)NNW2)GeFAl=p7x``TCcS~cdEF*Z7`m+qbX<Ur`JmF zeZSCUuZU@f^5LhhT1FRo=gl-U$P2z7kZ60@(182BKwL#z@`Ihlw*L}sg%js&bFPm@!KtY|BKaKN&l;q2bfOTA0P#h>TpSyf3@Ui%)jb`^8d zns0i!S5D_I5ZTzZL@lW;iTiv4^WJ(}arH7!zkNmF-~HPRiXIpgC;XY3w_?M*hcXrd zlXic;#-3m6WFZo~=c}}ern}AFuM8&-8P8#6Ki9}ybXWTP6Moyt_Fs959>-UuJvqRb z^(=}{hNJs0e_4X<;qOeF&+*IIZTy_0r}3Z7)1z?e`2rys3r@Z{Ea&Gx_*X0Z>is?Q z#(&>xgf&9|irYS#eu_WMu$K?WP$3;Y2@q?Y8=Y&n0sgQ4Qe5bs|#%Yi(iV3Up zv@W_w@|;}qm?*-^Mx_pMEbqEAoGL z3!BFWec@RalO9-1PPoIfW8tBSw$}X$IktxnvGdOtSof@JQ+|!r&!soEmOW9hC=!sd zc_P`em?8m!#~*myZx^r zYEp`~Zq;7@bN=~v={IJzH9t7v zSnx!_f~jJuzoz^3d&b!`GYlL|d0j72P#ucSS5Y`eaz#`I?j)5@yY}Sv&8ky1w#rhv&IproR-8 zN_%pk@Y#WjMGsDVXWsllod3N*93)NV=sEvk>-72f?cTD;O&fTgADCGDfa8wo^MFm= zQLSfk+AF1YUOz41RlL&cQ{0=o5-a?TCZ4qNc(!a=tM%JPiwo9!9elzHHg@mYR<=`I zsSg|!r!VG$GM97{Jg)wBF(0pV-Vk{YT+)H<_~HHG*L4&5g2&S*-sd;o|KwQ4%!$m$ zXEHx-zu~a)L_=m~!i)P+ZN&*Ciju+*t$i0*+YejcQN@PTh`4qSU=5h%esdu7LWjN zh+Dtu-2QcqMTerKl-TatO#CY5{aVW5xJhoE^xny?`+Z&|J-$==K6Fpn*%M8d&ooU= zJ=nSVflC3RGT#|L_w#&}s@oeptP)!+F z@Tj^e5}aR`>R!7&S;=Cv^nXTBdBW*8hh_PnhYrn4rQfm5`t#6X^8eBWl8FVg5(_pN zSQJXk;aLCo5$NE%2M;gX)Wq&7ou%^WcTCO)9~m}vzGmU}gPbq&PKI8~_qw#|tipUZ z`MLY9UXj|j^7|Hx4NSjeW(oJ7JpSgFY7~!&L-X7yi&s(vSmVQb?4&;M+yrbSycRE`4s-jvFMggvQy}% zrq}%5oysJl9P(`tC=ortMQ-ztxT0b8}btq2kP0f*i{w zIUZ}C=M}wXQj=Vup3 z37LFfHvPRU^CI`lbW4G%v?m8MpB?m&F%OA2{~`BaXFhk@Lr|%CeH&Bt<;y2;UCrC; zCBv@X*DQSe;L7@png151{%W80@_))qn?nz54ky?w+_msf1i0?eh1NZ_8$V~&?Rx6@ z|4d}TGaZX!u{nk3*Zq0ASLN`eiYYD2r_FPFA9dA6?e$+RRnsF@`j;JEuR0MiYe}S5 zo}p=@T~(#fa#bhii>LMVZH>WJ?5WEKHDB8g&ODqT2FgDhQaH^x=gnVt?dZz4XA%pZ z8CVoc*wiyjEBRN-`yh6f+5Vn+%g^R7-tRN}qKPu!Ib%LIkG%^I&1!p`Aa+l2j{)!T zgT>EJ>Z&dG6pA`nJy}j6a!1?e2WKh^*#50rKfn39bo%b=zth%cK4V+zbx$sUs_w9yp9#Dd~&ez*};m^ zpKV;(l1(|VGSh@V{=>H2`4d{Eh)q{Z=Yv|(Q(azKsJyaw&4QTYKfh#tS(x!KP=0pM zl#bLlabfYZXKZ{anrv!y$M3sYl|KKJ-NGw*jJ`^-KNnUowCkZ0UZ@#>)>%mcPHpYx4DQBim~3`@AM! z@3YMkWP2{jmd@R5+-nfR}!AfiY*{|3*?cmvilXSLT`;z75yFh$i8Olv(Kh0+D$GdO|EBmpjk-7?E<+N3w}t>p1$FRjE#M)_71uF zhLl9hgl~RrkLoEpgnYounUMKi|nX^h|u1e9X1K`>OI>H>Ll+ zwo*cDPVux5x6{vFZ9H|lXIYQVjx#zE-%E2AY>@PQs57Ir{N7Jcmu#QTUn|e1xQ`jJ zhZ74Rd+8EBznfEfYpU>ztv=xwXX~i0Uu$&jMy|=xH)?*7Y*LZDU&X|}AA88ZsQKN8=iW}g_3n{OhMJ`Nu6i9+q^C{< z(ag;d>fOu@+ESPxcCQj#`)t(VD>%>p{&&*nP>8!Nc=TrWnsoovygV`Oq15KN6*8G` z-2DGA?w8ASlZi=_>G}B$)Q0J6=01K4&WE$aqfb3w9v!zm)`Cw@hF!d`nft)4 z-P8S6?5}*u^6B<;zXku_dM`KH^nl6Y>ZS)y6>sV{Fu#^K*A)4joqzs~ojjYkPoJ@F zR`uL6?ICEZWsC*4-VS36mg}>{W?!1j#K(Bx@|Fu-TWwQMK3IM4)~*8H7ug~ET_Q_Q zE40r1eEZecuj}&o-p!i6{Poq#9?hqHnkUNVt=O;*ycZE%A_=@(CUVPMqsjR86FG&* z8ExS0l#Ef*TMPQu1g1{B9DHbVxc_B^|Nj$3W}bg_e$t65ws*6Njn2E&HY)t@;g;&* zUs7(-9bI$n?pwpy`*PusG#b6hJS5^eII^589!i~Sets@HT4wDWl}*p|%9z6*+Ux+Q z-+A^2^^2r5o)yf$e4y;n?Ky0#dHx$MU#Tp#&RFPJ{Hr#u$5LYdnl{L0M}T9aYUXmo zvwupqKK{L%-D6FrmiwWp$`8AKH|G~gUAh0nL}CBgOo#us=Pc_p*>TQfN0gL}=9_z~ zPh}Q7HJP#1uHv<@{MzrX3txIJ5WnV7TR9_*gO7Io*D$%_4_GXwsg zp0ljaWyd)eiS(PiqSs94aBPN+&z$bbxgU0|vibwpshS1x>ZYYGhf3WJSscn=v0M@v9N}l5{o`RmvvgOz<&7SX9p^lDM5)Ap)xa&k?d`eGQAi~^j>l{cXZX1m z?es&U-`@XHo4M+bZ)r5|HUAo^of2n$-ig(lwa#KUGxryxDW$%RN2aLG`Yw{c`1{hd zjbR){@1A~iOWAUUqvbVE%f=O7K{W?o3%on8IHwt)gBU&u?;e!To5Hd{4S)y%K0X-CD?US6lmE&G36 z_`=u2TIW_nUhaCw8_!H3g-DQC{(@)Avl9#F7d;NyQK)stLNsqfZ@B)#Ui+mB zQ~e^I9OBh1^406G`7-I(qHXFgCa>8N6twa3-9z7eos4g{Y*ktH{_4_YsaN#kRksN8 zY?tIwj=CF==zI7eco<|xTl2%6#e2nW>`Gg-&*;wWiOUKN?pR3V$?%x}f9S!?o98a| zhp}9l_eH(!rJk4_XJaJdJ9AcSSoSbgSxRxYH9xprG^_XH{U0S;ALjpMoYb0bA(kh@ zZN6lKk)s#i0`u@`vwT+WTArzRx+L=JRh{fPS8RjcPXEhkbmPl3759ny9rMgKteYuq zqMkW9#nG!d<Kz0{VqYsfmHvHIcZV%PqF>X_VbccQi5y;_co9MTdaNlv*nYYu3p=6)j~LL4yXCK7HNaTS;aQJ z^Pb4m`!oE8bo<*>OJe0sEb2Ci{<^%a}EhYx_*DRi(bRp0#R_o5YoTRQZvE?F;FTW^ z;jx7U%o=l4*Sr1vP(SPB*hATIbV|;4wA}7# zDLi){)Zfx}-vB9sGv)TJ3wp?zae7gz;iUqVI~GEDGMwA}Cl>q`;C#%#!#C?6FXwkb z&hL_(=G`sU?uQ_K;I)|%KaQMxTAk!;?Aa9NZnEs<9M1A{E!OFWWM>p~8-_&w>`t9_ zbh+bt@u$09#a!#Y|MYyaP4lliv%D{wO3n&8xcFNBZyU{w)Z|Fpm$m+Hix#|87JO$c z_--0UxnE1<5AH){RY?y)J*?CDWr;I)7PuUid;{*Q3cQoyC}(a7?z5jB=+$+*VC#1i z-Y3})ocuN^ltqagS!S|;Kh9|Wyw&gSYn2At@qVe2_4%wf?N4#c<4?Ly@{I-a8x7{g z+y(WA8^PJMqK*0C&d<}tuezyq%CT+87qn78G*|fHxy}!NIR71ysPDS^`l$Tc2i7l^ zU%a29p?`USi|nM7TdQ|HIb{F*_P>Vs{WY(^E_ zy~+lZtH9>+9VweP@69~_3-|r~7wn%q??GjqwQaA>Dv7=b!j-}AMhKkaLiBEI6cTK+jnD?RoWreNtxqXt)?zbz^YU*qPf z97~I3J`%QlLHn&;XZBvKw6XkY#Jgy6rdwNoM7P|cm8qYO;_`_KDaOSU-=>?bH&rN@|zcNkb zP_5dbAHkq`rvjxrpz0EosJ8FYU^1|eUGrn!LvXnY4u}Km70V;@(jx_4*DmJvO6J&< zw`=9P%-JsrKYrh&yXT4V%8b8zUj-j|yF34~1HVef%+rr%?f9`Ptx~?TVE#g_eHU*# zY@9LA0%X+YYv5L9cX#--$u35och3H0IC;nn9M->=yX>g?;%{ejR`w!77K zF>=1HpBa-p!9e4JsR?+9sW&_0$B}c{TRbYJy*M3Td`3v+#jO9W`Z31sz1a_h|9mv! z^SE@gCih(FnGN&8=BMl_*n0X>1W*6cUvXjUA7}pgpY{FRot2->ehIxk-^;6+F|n&; zYq9^cV;7Buje9*pL8BM~S)jrhGP|P}xh}H!yinxE2ibqvJ;dfM^r_&}w|Q*;rRV+jd{6$04f7UyRPfE7)7Hi>XZJDPy5D?G?cyb(N0Rv`=-4<< z{2&uo!8T#Tn%3x$DD9VPBmdj?-phPwUfAG$E_3Um*34&YQ4fR9d%voCB=okL<+H=y z)02-Z3E!)7f1S|77mqS#SC(M5^8)l|R$sYme(`nay&ct`Q@{A#d78>`d3KzNXxF(V zCd*tW^ej1{pnG_p&YpFC&)lZFT|cusW8w@@vwh+0mQ2vhh^Yvt^Ygp6uXAixVQarS zTTWx+I*>p0V?HYi9b@wpb2c(R`6*KD4y$;K{%__KTZOtSXU$`aZy#m(>hBTp$9$LC z`E`aK5+c`3MK~{m$Fekp+RhbkEXkktBJ=9e2jZv&Qj&R9H3&;F1~Cg z=bO}LKd&1*FYRm8t~2+m==HW zkdd)qUWE4xPywnTIPWm`=>*Y^3nfPi9NAi0*1XI7qRM_Ut!aiUzgl8#+w_axe!(>- z{9d24ki5hrXvW)Qv5ftv*?oOKL&vnjOoR zXWzV+Wa%xo3>Xf))7 zO+(tSMmy(DYnk=&$pvPWYo_x)C!DX`@W17~-P(DZc1^$dx#wl>@BOD{TrgJV|7Ohp zZ5n&^xn^)(v>*{&7hTUPzkJ|w=yb7Z4=rvK%e=AV`?jIk{P~JzhjpgMH*Mm{)AY0d zUhes5V(qsVjngw1q^>HSE_m#!l+CrJHPW@yQXMn7GPnG@*RT_6!?B_`X$`T*JkLSh zZ*V*O^PIPyJ0pcm{%%?J(B?+5+#5^&dG-h8_eQQP|G#nSM1GYwtYJ@_FUxq{BvKknhU;w{c-G9GAOz%_`kKhcn4{X z1-&`OQL!uS)l^&1Z0zxa^ByP2+kf%-bH=zL_|Dq&NA^`|OAgj8JNP3RTyRRg;XDtm zKDO$_DW36PZruEp2YdqU`NR$XJFeRKHt&uVe8zs~ZI^-l1Ff@emwOCuoHvm0_sCfg zamG)EZS#k7*7g-YO!)7M8B|PS`5CO6rp^aC!+74|g#I;QIssn-_NNKm3^O^z=J-A| zGjKAWe9ynsFQKpBhp3d-Ce(Afex7oAhj7QU7pC-ZT+!Y(9Jyf|- zEClU#Cw{D}uCt1ce#kj@(=tuqHI=t6)AnQ;p?fu_jA|O)#yduw-<{M z-`8VzeFgK3u(^Oo9q{euYdktW#-pOrz7}!>v2o32 zWIxv!S@C?XyiHBg^UA=i{An#oTw-<(Nxs71b7{}dXZYNHG)Y?O1IvrlFE)%-(zYrN z(*yJ&v(V3fgT~*%XT?J1AkOOE3p(c?KFM~!t+&{`hu}kK|16*PQND`JT<(75vH!Ev z-2`OP1bWn4%mZe83NOCl=LZ|5np~Otw^#oB%+r?OsvkT>?+~CpGe^%eoqw%V>d&4` zg`GKiTaQipYQ{R7g?+Q(ji-;2Cb_I&s|o*PR(0~&*ERWy|_+rf(Y zS3u2+D9xsA_bOjExBGwoa5k>e%Dc&U`&=7`O$EH_2OB3p_$mCy^Hc3K(aHX?leB#- z=DEGgD%tuwDC)Dlbl2MS1^=&2+P73_`PC?KN#1`9h2dBJzFo-@pS(lmV4}*wM74uI zBET7ulWz{oX7Ku#?6@^^pDn+fKlLjQ*!%;YAO0}rZMwDm;^#HrQon{rzKuVxFms>R z>5In79DK&!t_=GZ9;#}K({zVMwZ$x{#``}$=-u+>SSb8j@?0bH^8nD}$S)HG~~CnGqxHdzw`s|~NVgZyo@^J_ z7xb0zESTY0ut5cMjIjkLycN9uT$~ffq<7-$`I+1gHZFc}Ah3WTsCsJ2zpp%tl4qIi z7vs&i^~a1??{ZqnS&!z!KFx(+?m29f$h6>vwo@;aS z|2_9T^fYg;!KDWVmlOWX&07#LqYX5T18uZkzsh&sQ)tsf8;4DxsgK6T4=&i7`2N3O z@;CVMmwF>#nZklOg$B!ROKbIHMnEP)FM}pRPw&b16@H$3FtzZ4W|54HC10NmyZeIm zlM1fPzg@VcOlhBZmDFD0g@0ap|Iy5T|8c>W(`Fj6mnI9$di^O;+joqK?^f#sF2Pb}p%;XfT?tYnBXZ5r1_7b%sIT=g-zB%mYR8FaP;)@XfKh1odl1GVJbs&5zwnzGq4m?D}m~ zH7{eoIDg61jK!I5GBW9ly1Ki;*_nMaq!ZaWclpuS<(pNGxV~H+xv7Bn_`!*fLAfQV zj47tt-uj{6{o6M=z1aVkl}S|=%&9EcVq;Mxcji#MKpcWFL0U9`_~SQ7Yvno`;2*y`EOi!$g1r!eAv0Ll&d_br1;=5=HDCI9vWB_N!Zx$ z*J+7*7bsTn>3XE>9k!j?N7Ho!=B=L2m^Jn68Qw2<=7#xSn|}M`L;ecsy_1sn7WveK zZB_WUG}%o|CS9!O_Eqzch~ok=poX+f&4+XT9PQJ@^yjK|-ebs)4{7A43a^h~xsb3~l^XBd8`Pat0Pn8yX0xctch&L zXRC%n$fkdYK|f_KKVz^}KusZLg?uvUV6HAH;Z)g^Z&9UJ2o5QN^u>PR;GliedBA+WZAO4Uj)e-k;(kk(o zBNsmGYn*;D{BF_Y(*KqInhC5gw%01GKfHN*d|c*4k$PXS6WyG^6Ry)cJXoGVTV_&X z9cgt|zRGLTEkLvK>V8d^+f^(SZ}@IHm8ELAcm3|$zr%8xt%Z1alP*~u+-J5|!X{39 zua`2XpE0N3G!}KIvXLFN2a-O@4ur3v}8uyg25k^n5>|eXd@IK{Ndpg)(yzR=*Fu_4B%M zfNImSv-+!-XMVnIcRuu1&ooKUq6C9|i|;!mnqO3Ls@`8w(f;9(kqn#q4XK{=7yCcH z{9N=Byl4WnY=MF8HKSXhPshTr&zHVrepxkTf89wVfhk(@7xOgQ#r7SU7p!@+{e{rG z%azi#=X9T4>lV9y>f^309#SA%3cyPr&K!!j0WAlW;%k0>E;vee-mRkte-J7KfW?wk{$~2xYY2&@xVhg>!Yxn(|b7L}( zhyH~(g z`pM&~-!0p?Y^L;*MWqD*T`c+F^_&Gd*KXf%5aN|I4l3ES z?`4|)pVMXyJV!qzWL!u(6IkBzvghXIt=VpJbJFE{vaf;Xo7ka?OZd+@REz7+Q}g_i zT6ov%nS({K!W>J1b004+RI9VNa)iHq){lJWvnQHApJ^6k%U!Wync@lXT+@#SbLR_8 zdw)8sPD*v%%tzre0M+Y%zyjdICIZ$YQ__K__hT-KK*L)>Ck5px~jS>*VV3Nsq$Q$dUq**aFWdG$qUlm zZp==<(fw7;EI`NRaH2k}%Nuij)ivV{_7#D)D#f>ETfRLz=i9SSrxTa_$&=9BFXMJ9 z{qPBn;?F$A7jH;wtx>f&bC%^ev?RI});A+!o$-TrjFVcGEl!`E^Yqy-Z}%(rEt%Hm z?Jjcpdqz-s#aZJOXT`3h@nu1lhUv>3bbNcKGA=ZIu8QJw*OfodIOaZEU{)MpUEdV% zqjMlOUtMg?&jRy}56%|upA+HcH#^<0TYsKefR372+y!&t9?;@g(ERM{)vjk_4lR7Z zwiz@W^$=vl>_YLp{HpU?FKc@ zwpgxv!nM}>j`h#tvKNKAf}d z!MeLDlN~1Q-|t_=y4JM!c%kPP$N%$;&ght3Ubt_E(2_u2%TnX)J#RnnSo65}oaeqm z%h>9)BU@6BZTZm#UY>q@OKWlzczsVnX~n@C=612hrgGpl8_Bm08Rjx}R84)@^iJ#W z(Rb^NVlLcG-I40DA=PceQKcJ)1a-LU9V;Gk^d&_8Xen5!?e60re%3XUe}az8LC&0q zEZZ0Y_IejM*3W*h=%3y}*1!3}cZ`^B7%|^SV$6BSFby>0xPga#!FMeUg^D9&A;rc-tK+WRN168Z^l? z;M63R#}?nVofm$({aRATrx4Q^IZtinN4mz3TxV@vcqpn(IS#g3Vv|5*kJ07BzoW#r z^aCmaS<+#{r>p!+pXhD7SRZ-%z_nY?zD{~Qsq5W? z7pKUYwH-`v}vS(evE8$e^B=@yUXT3=uM;+nDW{?f!i ztIb76qAee-mH8NUr)#yb&xHG%C%YVy*%`@il*BkB^mI_>3Q6stc{jSRR{DjwA z#clR|F{_e%KdYx^l798ag8fH~OH=lgrtR_AV-^x|x!_o|<>OTFAl>$TE9O|*&#l=n z{+K6y&s5`krzGG1VSE>yaN+*40}J;1Hg5bMzwAJ1%Yo9i13#GZom;o^w1c;NBuer% zYAeL;x$#L_MUidJBk<5d@PkvD1*TKBohqKT=>FSXJ02`~wD0b-sI^g>ql9j^?fxIP ztTAQZy65-yrWxlI#z=iJdSzLgylT;_`>u9cw@*|9}Qh zZtC~#^P9AQHDXPs1=~6q=J38o?S$~qn{+ax~dUOD}* zVZmpgYq!ts{r4-oF`A-ezm$hP(Sgz>a&M?1+CJS94K9O;A+r=Qdtj1=>e@#EDP>Bpmx06T@%mckR@W+>KdpbG&lm8VIkdd?M<}07 z{EcY_iPa4$iBf%y+Q$!w8obT5YmP3>|17DqsbKnfh4g=^cE&{ytco9GSr$C4t_2O+ zb~l1oR4c|je#CR~Pf1zv0cI8M^94LHmTc>GYz-@JUnY87#X53N9@E}yP5Nt3uq-+r zU+}CpvUcJ@lk4-%pPhTC^fC9#rk=?wgY*;D|4O<3_{@pM*Jm0hPR;`jI?6z1eWT|K z@ZJ04x8HHnlkDvHz%afhZT5pxn;&r9+4^0fe(tq7JSMe;wpK4D_x!oLd`i~zr^fRp z)k@Z0nY+?&@`A8Kuh^n4oG!VNHRb1e7Rhh3cKbBm=4iUj)AUi~e;ZfwtYeOd$v}hP z*XABho!!4a_BKB_=2-ApVFzQy)XI~pGqb$7^d4O;^k01aS4+|yoy)yF@(~O#QoqDa zx~1lJVf%xFdnVNC&r@G|scO1u`sF`AFBvOySQ_%iAJ$sT`QKubu8z54QrEZb+YJWd9+!5*sY`1tk!c+Ey) zEK|h!GixjomVO4e3>0=03f!5nJFE7T*6QW!!l&NoeYBuFDt5)z8OfKdW?wV9Q2WB` zMO0Q?wtMvP1J9n^@Sc90GwP(y_0!vZbC(>*U3TCFXjsx<4ijX6`nB*ONAJk!;|>Se zd@AHLHugOf*-^-Khv(|mSOHft$3U58)#>w>IqH47U@01#^SU9yw)ts&w#fF5i&;LR z`hnHbdwWV9kEza2SsMDubbh8XYo0OdG2Z3iQ9stamdEe*d_4$CF-NBy`NQTp>1KkV zX(87g3)Z|jOy}o2=m%?0n!QEK((8D2#5}ikW}c2hlNG$*wWQCB51Ze7?aq&#^H$FA z4!-ZU{^^VE$&PE>JlWWt`ld-57R)v@Sm$CM5^=hK=Z*y%WC7#p@bZageEh??`WAy~ z_``+;k0o}@JbPek>dBz&vTZ_tF287gqE_{Jp2{k_kUJJ1H~kIQXPaE8ynBK4)wQV$ zdYms*tIhRE()Hd}vNuCYvtYKPR?$iDz7M9&*R1nvK{LJHm$rX6vn77V%u_$WO&raF z$09ozS@-!iEEG7L%hWTw_q|ZUf;0R58r-?=q;d5`UIuj@{UAG$Oy)41pBo;m{7qWr z;=ab(1xIGJB|kW3SkQcT*RF#r|NU=^oyje>%<#sJBSJ+QQ8#J}`!!y~PM#7LJX4@} zWo4lfUwy;9&683Y^frF2c{@{(dAlU@W7$@4pPwxawp#R0)#1Jp$>HaHU)QGj`vFg>#hC@C?^^D8@-O$x&g!+{ zFc>ortdSE%)J|}6*vAr$k&q|@fwnCbhvqTSEkkN3Yb`E>yYGo*^=d* z3=?SHfyYR^WWCsglA4Vd*!Jq%ckbn3bv=LKW~lHB=j(^M^se7i@s1Q>aIft+_jH=+ z{!?FfF;vJa7R*;H*e7NOqAqne15JvN+xfXN?_gGZ@j6`MRpW(-LYhS=TN#j zFK5--Q>(T;P^RRO;eS47K}3&HjXrFX-scZ|iFeICzL>l^WHg7d{9J=|`T^UTw3#0krXFga z#`!;O=0t|?GZ`M=*w=XIUdAO$MsOH&=<67_P5#rD!(`*RNq5x;hLeYkWEji)8m!;2 zPTRkHiIL`sNhhoKi2cg^x|A(4=H>m6ppY*&PQO^JcFK4CwrNjqzOtL#=dtT0ulFbC zOR6(oDl@z@W;pgb!aP8yO(KrB3AWl*PrIu%Ud>HMbKYI%iBk|7Csk&-p*NGsb;)+#dCEr|_K{ z-%NP-gv}}ZSwHL*%Skce0<2-}J z{4D09NpX*^Dp)-{49zj>`z^T5?Q73f%mOWE$+Td6H;3W;{0IH>0xm~e?fnzGd*zw` zCRMic1a{?hU6;0-_-}8{|6TU$r>*&|7Ib{=v;4)^wSA82?n-w1H}&t=Cnib{?35Gk zq=DBuDZ@uPGehrY)&02eVd@8PmB)0)lJT8GLw>R3p6s`J(;1m+W}kjw_8|U=k@BCn z#(!L+b~GkUJYDeP^dal_e;zy(w)THEZ*%^HmRDlWbFJI=&pmwq+{65K+g+Y9bL;fx zl^N=w0~ee@3FZ?j(_#UIzb=4AbPSc8BiU z9gg3#EeBN7?4P!__{V9`ihY5+%D`4(yL+#;Ejjlx|M{2g#lLPho;~&EQpxVvPp@Qu zCkcJgdzsC;ccc2>H!q^kcn4TJ?VOYM^jdi2>g<~z8fVFEJmoj-U)99hSEa0XGX8s2 zKhq}pfxgBC8DQ9^6GZ?Hz+;`(Z&;+c18a*D~tYb$G|YbQ*-ecraw(`|Oe%>Qc7-Ou|l zgznlhZ{e5eZTl5+j!E7EZy0^eyE`p!ma6CR#MhEu_5a29ec@TU{{!cj>a`1WPwooa zcm2n&N10y~vkV26e^Ryvy%6v|)nwAd^{05QrdrldJ+C6} zcE07NG28#9Lse~gjLTq)iQ*sLj}%gIHp^ZXx#_0MO1 z$e-7_IQ`KZ$;0)IiMGx^-^;}H7?-dcfEEC#6dIoK@xLx^{`2gl)>Msua}RT$W;l2D zWOcmLrRcM(U5!`xFFo=`<@?#CuA3#lrhb`pZi&Xq^-s#yT1T(AY~z2`c#hF>@t^)* zi}K@&GPj)Z3H;b|7PQK>s{y=j!bpVC`MHs?u8ncN@VknX*PssrdIDSLCjyK)~ilTB9P+;zuD zS@KfG%%7Kx@04x=^@M~TSniQX)nHuqQ25Z=+pT6cu^)GMKLyS2YB0__%zgX-Tf%hj zDfVfXH#0M4@3HT_$G-RY<&zPQYYeYn-rr-_azSPJS^Lzw#jTakDuc>5Y4|U^DtGtk z&o@s_Wz3wp(2BVsy|vN!LgQARyNo`ELAyfFrM15?w~O^z{b%~8`~O?@b)A3e*EHDg zdae3e%vaa;=?A;}%P;O$@tzbjX|><6zDZ}inR5h=L{`Zehpk)&zG7-rM0ct!I}x`sHh$&t}r|izyw-yQ5>6U^m%H*-FY+TsB#|< zV6bTy?`vGd9jbqb!||WnK|RxXZu*yduK8V2`m~P4=WtxudI@v)>qnSP6%y*C_g;Ui z;M#w>Rmc9tEu-2kKJ#^x84NVmq-rpLR)+*IfGpTLZU5FYUrJOT9NWw8AvSFx187YN zv#El~{t1~1Q=+yUnYoqc)z>Y7`9{4z=NX1pOYZ&iac_jrwNy`S=h=TBt(dOkInDFY zJ+dT*12k znwk&xyql}}%|Q6oTsg0T(D%ZZrt?(H{&L!c!*M%j_ElNW9A5r<>AigwMjuaJUb1fM z1$|rNPx1Dj-Y4wat?i+!yn(@snqLMojm_z{#J1*@DAO7UuFJR9avlb zQ~$;LPw^A(Kihxfum0zF`%Cfmm*ejggA?}Uc+ftp4Lr;D7eBxHc=o>h2`{#vS35B8 zas2s@>!1I)&O9%-N@&sb2U{L3Te@HFWzJXM{I-v-`D+aHHwWq$Px^f_ZR>*o2fg3h z{)*oXzZWw>aedEXxu~=y`|FnN_oz1ui8y_MO8{ONCI&94o5rH6ouPa9<@)Det{4A$ z&A9#Btdzn<$8U;>GuW<;(=PB_C7609gHPLa-!*iTtJ*(`w|^XO^J@cWuq%$;JsNsMz`k9(%cikJZql(i{1bG@bn(B}joY8izssqa z&G@oI`^xgG>T8YX7Ehexcwa8+`~kklZ|3BQmrlB@VY+XWgnR z>h??t{IfH38NRiA_}AVJ8RR#SVK_hcdO~^eIibD&hh)+~3!(~`-dHkzb12z-&tgH$ zvcEZ9o0lD&B{*s3i_)1@GvuFdnm+OLjnFL_ahz33#Rt;@?mNA=7r%W>Z}pDV&1@(8 zS#F$Xk%&K;59-db+_?OAzX@oma$>Ab#Bm>g_50UalP#d9azE$)z2b#oN!MEz><7X5E>3Xwlr z!KtDB?;i2+Rg2#}@+!T2_vqADD|YV;ihW}pp~UcSONn{GuG5F&1-4D*gY2bS7Z-Bg zfBI`BU(Px2*!;?wm+wAUYu2>jUmgqN-?to0zwY-aB(m&IWZNAfljGdFm79Gxc#E|- zU)l3>*-;A94c`Cl-EsaS*^vW5evUrnA|y8ZIr@Pl!CKA8QQ5GA(Ore|O6iRqo$5+`$KoYcLSu(R>d zK6$P=cQ(O>%@=PL6-qyO-n;6xq+cGh`u4`jw;3`@_kBN~WO3pC-QVrMc31!R`M-bn zcl}nuyKRzpAAS1?T39P{cN47JQeEu!Q(EPq=$*t*;5nANY<+pp{XcXUs?}PYTf%>Q z=9m1(XFBo@_v96J?rcmlJojPl?loV}9R}A9-Iw-$DA}s_O^*d`yLF*AkL%~?qpM2` zOLP@p=2q?g;IF0Ax6yiu!+P-@JEM*o-z_h;`eTJK&-jO1^SuMj3mo2=``}L5KZg1(6{+VRHO$!bXQR#= z_Pzd5&y}Aq`2EV@YK`Ph9;r{~FFlAv*5+KWB?ogKJTN;D7Wvccv~$Js%?=xuuj-AH`k+k6RlR3y3_yjtIA z&Yg2}#nZjB&P}?&{End-G(-#zt*~?e+%yHe=#elI(^7ruI}T9-$p$3?=2SHv{)Q@rr#`N z#(s0q#tuJia8o{!b<(r*wwhLb4gCLp{QoPx?^m)rU)tmL1hKE>31)R1X^)>LnDr%? zol7u_GLW{M(c3Z?HWAJFaE?Gg-R%DM-G}A=F#i8-Uh`6{FZHqh#+*O0(~iDdw;|^b z&*@`=r;kaVPD=g2D|$^p<}`TBP0?c7+(V^>4{iTc6n{V8Z2zGCf15tDw7LeeO4J{VET2uEe?I$L%&|btjSo z>#dLck?!wR?(a43KN?u=3|fk|apLC)NX2X7dEZ>4YHN1fH*gr4@GRdb_-*Ggot>Fl zcbCdf*eH?gv-I|wYh8i=HZhj3+1F#ovbXAn`QDcrX=mE*g}sk?<(t3dg1ExJTZYPg zy~cgLV#nS3l0gG++{X)KP9IWl+1j+B^vsGE5&a(zLVVTt(7=r8?;73zQ+`aW@80|1 z_N3*R3ds)H_U-U1_^>w1jXDXl zZ~VNM?M;0CUoiMPpJ%e$l-X%hq;*gEvMm3{Zf($(2tD6mgWu0%2ATKTv&$7X9RL6R z{)efFLhd^`FTU(ebg0jkc=P|9!Gix=6W!*_PP^9`e+gu9&HP*?hcbwxUkk=&&j`Gj zJ2USWECP3)tj~~Gv#lUq;{U?LKl>%qj_l1mwwGhBc}T?Jf;+Q0Hb56~F4Z*)Ip-h# z`cX{rquB+*&-ZqIzQxbaE*E4 zwbN1HBZ~sW#1qd>3gO=Ouc9I4p?F`l@bSH$)pyh-vg}$d?sntuRc_@AclR22DWCN< zK6~^wyIDwt_lH9}IzQZi44B+`^=QiPKP6njYn6X|yLF^6?~#RhZAbCtb_?;ZpYb=cn-72LC&2tbEDW_|nn&n;MfIO7@iqyYE^9IR@#@ zqbaX+G<9zmpYD9W!B^&$8egffQ~27em%prtp1Lw~;#LPu*1KQyfA&_qUEVYOZW1@| zmwUD+Kc#Y9{@pG1p7BFtjONYPp;4FWS4~f?zT{DQ*{5`4*#Wk$)=Z15sj&SM&-X+}YKacFy}J5!5_g+4uYuX866ON|LR_ zV^Ykr-5VB^u2^pQ`Sz=3?{#f)bKkFwi$6TW{lM(>1KrbOauyhbdpWaTGpe!Af7UR) z)&I?&H9yX%Ok|YXU&%iu;(WoO*_IE_I^>jkC+Jj(PdzP||F}YG@3aHOQJ=I=d1VLg zlzlSkg4q1UXAJ)?cUosVlY@6tpI)R<@!DH+*XtTP-Lr9yleq&LRTba^E%Dj|P6F%V zC9`LCGCz-d(|!DmV*axU=EWyw3*I{w^Wf``rWx0#G}KA$)$#1=uc~b3k(1<(-Pd!E z{qCHrN&T87`y;Xz#|duiE06oMU}E{AbT_U!>0CXt<3QUnKG^PE0~@#4s5jxB3g^wo zbu+=$o`gj)&z#HchkbtK%s=Lt|{*qeeX{Tu9vy}6r5NAwc#K1=q}h!r=8Kc zMKe?stLE^5XM>X;oG~nD+q-M;$vaoRyc5@5xAz0jv<+XQ-fuhoK_oi*jsQ>9-YS(7 z|Fw9Fa=L2`f7q-&b!2+d+D!?0*RQ{N3J#mc{x=;q&X{At3O`MTv)i2g!^f=n3zB?| z#_b1YIzQk!^R+C`s8k^D*|K<}yZfj8)ScpXzDK~~ynsbC_#Wq$%dmDq=Un$-wMWt_ z3!k_~K0O0I7P**fP9xLnQb#|VfTD?CvK+rOFr9ueb4x+Mlr`64GJYFXEq@y0bvfw2 zuiKWX*>9#j4%ut5=5$J=p15D?kprp64*W1Q3z4`if;gDRgnxfjj{hVD%a+=^Ar|a< zbC|`?HF781U7_q&T*ccJf2Ehn^1OeXTm8)Wf6g1Nn4Y@d;@Io`PG_c9o1OM(Jl*3d z*acn=Zz>%DTCoN?TTY>~skYR>Q^h+j=a!BPvv^-4_wfU)->#a;r?5=epLwx$UhQp` zs*^LnZrv7_Fr{l{;4h$42-$7n33_aOx`kg?_}^J0Wi~xy zwqwl)K&APQIB383_<`c*s``AwK0-fB^|+RcfgRVH{D4Vf#Wry z2*0rCGN0Pp&ozH7@+{H`-^BgSh*b|_rWW`Fw;yQ_4w*AURt@dmDgHrvzTdtl)6R+b zHFATU!xR#J(&y@1wTr6#r6%*j?x$L;(mVA(`1_6183FOH{5gGo7HP0=>SL_DqI`GL zB<@eUCma5_WT?!lXUys*pAS0RL1c$O-)_jEh1sz=%`@h&n|jn~cL7I?1&bbdus=P0 z|2~#UA2*y1I-$44@qH|(QOuELV%^BEHSE4H-IkM`TQYoYtk%%g7XpUzA=K%=V8*5VH9^*xBat_!rj}I zoC2TU?rE`Zthdzf<=AnCL*o7q@al-AW#G2Au?(a5jc2=O%}`^}$(-kE+^YQGkYK?> zjvWk_cmpTqU5hcE`MY$UoBXEhT=GdxEAHe@{GaqTCeq;heDPblmUDjGb9-MZJ>T1_ zuqNYaQFEN6V8KjD&3kvZfx7!3qafR9cYL|3RlV-mYjM%N-0lY;b{x#zt10$$zh1bj z#xfEf5`kA`v<8{Mtc3WP@ zfH&++Jz!LNWPhpJ3J)Ih5Q)B)(C@UUBP{^)SRvPGoLNjes=XW zGidw%uV~A^Yj<#3oLm(auekihsYe=SubiitZjRDntImIrz3}?#xYU-Fd%x_nnBDtp zTJqV@EenqY>G9vWHu2xJng7D_bq|A_Fda6lF;DxQ)=#$1H7a7EQQF7%Pkns<)W>{Q zo7XDE1$(arL}%PBlDx1yY|ix1fP$SFPpw`{M!Pv}XJd`*Kk2_=_vZlpx*XN&nVPAg z)AT3Lw0d;k>T$fxAMi@OSVTZx4Eg+SYuH9A7a}Gb-zo0!Q+0c~n z++IcF8-Mjr`pCY_pZijOod#&|=z}l9j7k4){VAW+A~m5Me4Yu|rCmS1=gshx=QDnJ zI8p8IZ3E*^_pLtP&-$7F^v`x7m)}PZLpP(;1#_SF;g>%%*PQ>&k*K!M_fP%IXSLJz zj(o4`dNFxkZK~vxou=DXSr%XUc-V^V$wh1R#}iZR{4^Jo@=W`7wf%yx@F$B>hPf|h zO#FXMa$(r%dhPp6;FaSRZJ*=C>=a`TKXSPIr{q)UrdD%^??7RA=hl{8#gkbl==e$h z^PC?xf75%TypGG!hU=HbbJwo5tFq0BoU@Yg!?vpU((^taH)g=8^rS$M)}N zOki%cWeK6SL@W=L|Ki2h4_J057MQx6LIP*{L zN8YoSO%|LydHU4ecMrVocAs}TdIxkI-A>V}v?KdPx1EUk6Ady@U+$jbo)0|7_ZL6k zb!f}HncNJsFV%w^EB~S`|F3-;d|u(g-j6=NFBreQZ)42#z>4`n7Gr^`0Axs${QzWD zZ;ai)q_ZZB36Y)p1#;{MrZPV`#aO`l=vIp0mFUS=6su&e%y*lovT}N;?^GR~YZt_R z>VHW68I-MlE2d~+4#M3Gmm88XekZ?_0&hSQQ)ZsU%&h-m_-&o6|WL+#?fq zs_peY6r!@yaGGQ7q{NlmgzDDK=AE7%e2b&uHcvxg_H8z<*=J4m{ogKVx92l>k8EY+ z)YiNWt`hkK0A25I#JydBzSGv>R!|H2Scyz}p!FhTLH7Zy0ai9E7aG}7jD*NJ5Z zemI0{TFy#yIgsmiAYyJUX!n!*f!=%u$i(++{gYK`_ZV`r_JVh}sUPSSejsM|h38u7 zj;}sHE*M9oKLV{$Dwr*3aP9Uz&>E$326LuDXn(G_oB7t~%O?x=e&7M?JjPk@djdoA zKegn#nQY}85>LY=jiVq|TQKK=##A^!72#{}V(TBFcE*YcKNsB!4SvkAqmbo}1ykOR z#pdbLYx=8xtlH^n*IcUHb;*A1;ulGWjPmps_g@WPDri+aDyU-XQ9UmF?d1|_U9UikZw^VMG__YSPuesQ;o=Ys1^^Y$I_*%q}` zkZHRl)8fgX)@K379Sasn=w07+V~)9fY-e}&I%(LHxwbr?afI2UycwGEe8x}jx6K4= zeVntu@z9}}#}r}p)*GAWM{8p@FPSag1YQlGSnyb22jh~xzKt8DKIC%o%!U(sFEuaOz!O-KzmLDj7o?ANci3;b5c~>#uwrf4Rn`H-6c{ zT)scvSv~V4H4A2I8VL1)M)hi>VLMnJUI?2u)0|8E&r*9(GX(7Rw%rZypQ$a_vb|V1 z=1!Tlx#R!+b7ueYX#DNd_;Jl$wBF2)Uq=IP|9n|=)VoPuVdJ!ybC}Bg8lUqQ%x7x; zXU59*H4BfayLyG3c1hSmJxjf5zMl`D-jYy$uEej=dijC5 z!4G~i-#PEIVE_D?3l82r)AA|)oKJ1bf!ekM6%wVO`J9Ja;`hK>{Z@yf&igFw+5Ek1 zTfREe)VvV9fM5<&`HhO| zsdj(9@;Jp#`?n|OzscW9>A$JJnx{!>7R=WKtttt)v9wHm#`o^_a?rU`%PW6uvRGv6 znexCb8l1gArh|6+Ogyvj>#dZ9cT+43Sa;7~=GbFY@?%c&sf&p_PfVZKJ|)YmDtW2S zR^xNE`M3AZ*q%0X%9dBT-P7~8{)WWHr&FNVoWlfOr=4!WI?sCg{V7L{C#&pgIUWHn zb0u~Z^V~81+H;qShd0l*`Dyceo5}yr8iRfMZW>d$Qxa(B!+FrsG|)Khy4Bg`&z4Wt zxw$Xr6(lT|ANb7vW3s5V*QFP#Ydv}Uuh{h7`z!J_gx$ky@y@khc@iGXZ|a`3Xo_C1 zK=*!edxh+y9n08vE!O^O#VKc5FyGQ(*+kGno(fCYk!u@2-`F_gqq&EZ!Ezz+@p#1# z&RK#M+MkHOG*zPJ?WeVU-PZk%`uG1YGqqc_>25Vf%Jc zT-`acCpN5PI=ja2j>g|TjfT3n9X3j2Sg^r+E@ofX@BjF+Yv=iw;MO20ZJd{XpypmH zW$Rv|f7|}-#`|vdGm{smx^dk}=jz$&Y#yMa13D}C8ng;-d(xV^;D+J66!2k~;I#Rf z{fDm=bHsPOxd*kMzq=&);$QhopE73FYyXWRj|C(IEJ)4x!F}kM5oAhaEo1w%#^tM@ z1-xTcIcD^qJ3brUT^y$k#F?=^_s~P=JO9*Gta2ztBUCw{{AnX9C10JGXC6`fcoQKeEz$-8T=IVtv5{$ zE&k#oV=J6~UV?{*>$N1vZAnFoBxbbvbF4o;b7qnBH1N_95s+!A1;!ulS_s?Arf-k| zG5+Vy@m!pK>5b&!M$r7cCFqcZwxR?nJH;6B?JEvkK6z)aM}`L5zxW@Qj769avp>*$ zd-;Uo(yeVjRj>Tbo^jtPv&2VEc5?c02`(G$Gpjn=_HU?vE#cLe`Qykr=M5qi(^_H* zB7cBZ-%MdT|FAXnjB5TSF+a^0tP@4~ru53xJM(FfDlk@Yd7fyf{gy^!)Q{_G# zz-7}eKCN-@_D{9z&Wi5!b1#>RIL)x+s`3=o%(b&3RQ*3*Gj?b^s`Kvov9i6jcjqm1 zsqHcfzV^(yeCyJR+*ww$((d_pFMbMI3bsqKf=@q9jjJ*9M@vEcIiKQ_3F+UN&QEGh z*I)*%Ab22}Q$BCy{HkSjFJ}JApO?8f{ni^vW^fQ%ycOpM9WTD!PH|0in;7%imWs_c zUwm`uH051-ptvGY>Q43T+ET-1C7a?^}xvl2RtHUoN!)pL;K$CHcM+~vDqxGmHeCP_4~R>gv$>l zb@$6XV5hi$2XAF!s^){93jOJHY>)BhxCdRHpTO&oz}L?nh>7mgTp~4jda1q8%jFl_ zWlGgUURJU1*dCo8@V-cMort7G(S$~x@{Rl6GH0&+wdCuog>o8IX)Oop+78@vO7J&l zc4oh3Tw-kS_7C_p+9+O=%V`NSrF1TRp2Jk_*J!)^fZUGktcB_uo32ecpBDLf3$Itt z(zNMCTua4jHhwnZ4SJt7Uu?d2Dh zQNN9TdEfhV-6%rphmx-Q=^lj}=M^Nnd=eXgy z!VTpcQ(Ftp_y3V?Uh`3>Pvg@&D$@wZrOX8 z>$xXe_v@@nH~VF7oR_%~&G+VIT7nd4ZEos|v;--;jm7Er9@Z{iGW+@raP!S_!*iJ% z%*)p-W&7g`yKmn)ZsAL55)p+1mE0yX1qiG zhu-{yNr%dR@`$nji?tJW6Ol<1d85n4C&LOk!+YDjM9|W-?y5_hU8e2$q4t?kD0|j{ zz=8)F77y5B=BvE)@bh17aVPVa$*%>j(oJX5e7DCYZu`0EZ?)&=?4l~>xjp7(^W|QY z))&1nnkt&9B7Ehk+g^i14-5_`99b!?@#c$&1rL17`SJ}$XSXQtn0nMh*n)>ohK-%C znfbu23A--ued5|P*{V;*|FXlhCx4&6k3Y&Mx$yMq7pWYlKRv&0JA0pq&gK7RRi4v| z)<=2W*=`VK?g%=t^^A$c@zbE}vBiibcQ2&xv-5qo?7>8~V{-ll;7#Yt4>n$Yz+f_C zxs3ni2S!hSWJ~>Ew8^ZR%{JXrcvsqygNeruMl4DNh3D~ujgO%%x|b&>?fv<3T4%un z3yT6784EtXkC!K^)mdCR!tXxoN51mej^@KYAzS#X}ynPZ6rU{&zT!L?X^{2 ztNWDAN9sR?E?1fQ`rtPeqyL&LYu3DW%?XJ9_OhgC_h!dgdIwd0aI(lBv(pvIny%L9 zyZ<-S^+(HPCmiwm#CdkBfY%pi*{YIR6WOYLn?DxZE8gV?K^K-kNY}62 z^z_=|?>DCxf?ckkT%F7J)Af1#lHg!(^mle6ctUGD4l z*7WR|Ykhz7&L3nboH@_b`x)-2g6{kxmvMWWOPju)Bs4@{VxmP;0HxNae_-X`W? z(x%Es7Bfytzpr`zsd4V~vOIqcQvnrnX+EOL~qF};`|_-J(} zTetrn%ZoiWH?rk=w(bhwFhj==tSa*L+|%r3az0=G=F8OPL>zw1rY1c9A^5Bp#_Ol% z#m6kzHto)Pous*J6$PtYYZOkFDEo`eeUtd+^8429swUH;=3A|~tYFXQYIoqLLU5$d z*ELH#J}L8mo5imDE9zj9(d7cUGf|Ms+jCBb);)gVG~r@DWn=o{^rG3%dy^80E*w@gJpopoh(x9ocyEHV^&7Drt?Wa0Z@=fO45 zOC~=Hs14dxNgw8K_qJZsPkVn|Ro{62 z!GF#xJ(*^yHF_DQGtNI&H!*XWxaixZQ?fWenk?f~7T}ZOVCQaOcHC9J^AGE$xtZW= zhj-2>UUlDM*DZs<2av$AD3DvT|3Ik+^S9}Wz7Bh;1urf5J6q9LqOjnCg+zS*+Kj~5 zHg$I6O6JN(Ml$S=ALL#P&wW(fSysvgIVSUw1EG+4n5v{e;fDzRi8nF>lO! zk3~$&xgXY4TVQ+mp!xepLTTN?d>T5A{|byGBJbS(d31_qkA+2sOppBLMXg_@`kI-K zgVSh3jN133ncVwDYGkXKCwE?kN4L|%E-9M$(Zo-O=D+2*F5tN>!%}`7W`?S z7>hK8eHOc4=TY3-coHPUH;0}5z1!ho-M-V=_4FWPr2%)N+_8D>4*s|If4P-% zUMG8Ux#^tWXF8gjj~(>z4&SoD?r>qj0}IHlho^NG$MpNjT{)6&!OI89?@!nczcQJb zQNkQCS527rLGoU!n=bw`0&D!9`x$?Fz;Lxhm!EGAyYWx%C!L^V^@RD!tPLgi%=^|I z^IW*)KxM%L8;b%tnFeqtkG1!5ZTKpw;VkIv5vry- zJ;_YHcK)$@-TPbi&FS2IqTc3yUcZS&hEz}eS5Y0E#fhK9zvaiaT~1Jwzp>N&dPeqQXC81~uzaIEZ{vk*aNxPc>}ooCBs*gx z^!BQD$vxYr2WJV-YbpKE4*a9zxKn!D6fec9ivP1mvw>@7}R&QFr93f;`P zw9!eVcIU)aonv*MILlx7XWyUWz4PgWt~YaTSuT+Tr!(~}qB?4RhYJm|LASZ(*EZ;U zeyzhN=bKdaBYi(Sj@rMiyu5{f?y}k!CLPW9i)UFpda$C<;GJ&R76ZS-PxL3Oy=(x! z4eI3NCANR6CMW-&c=^GJ%z`H-7D}~mRb7*W9q%akPgBn+@Cy7_ER}P>^1@}46@h9m zguGtnA3OZB@s7o(2P-NK;y&&GCCREn8R*?|Z)|pW$||QS72aPmCH;wmMUjGxr9dA? zPO@M3YQH%OOFhGOZuHmveSbHn_sWVr-xA-<<=%L|B~W$C%jKKbo@Xd{SGNCX#?sGa zd@YYTS{A3RnjsCcKyse^nJ2xct*7%(P-WSo*t;pC?eU!r{I3nc$Ac(ehk7B5XU^Q@W4v{;c)MzjoN#sI-83+CuEpYr@ z&OA$y&0S-ALSli6!#Dl1gt=|kyAr^cEPkG$w$kL(k?CP-euu$9S|qh*|3Uf4Nhww_ zlYC@1x%r;j-&EUI_tWW6JM4LKO?!&|Q=2)G zi3L{-B*YJh>aICoAOX6)wDWv{#2Rb;OtEtsSF{z+gR)WI95#2qX5}Yr({;QZivRZP zoh%qV-|=@)^~9g^nk8d4wLeih6g$&MCFWhY$<-V$9$R1L$Vs#Qtk=o<`z)s1>)Ru6 zKwLcZ;6$Rq**T z&nKvIi5b|cKeptYaUs=BLdKNmSk^V|sEFwgS041a=P+*vPy4}LpZ9%|VJv;pz^Q?)i?!Ccj1T-@8cYt+id}#$QXnbgQU; z=1CL!{(6p6`3BWzHj%RuEY|%~oBi$Lm*0>5W7AX)22M`6Q?(|+u(Q#UGwstc>-#%v z5}unXzx%;9d7ipKXSxMv-y9ZqzoxI|4-8-3osryQbE$a#FHiiG$Zl`hwc6*hJEJsQPVqYSnx=~ zf^peZ@5#OC2jcX7h3%NXP0tqYdwzDSX0L=rCeIulHa{6==wmjSHn!oLP{(5I!bf{VACi!D^FU5s+ z>=XaAP@HSV8RH4%I`x7-S9_?$B+qB`pPQy~&~tJ^k5c%S4SvoEpm}@neUoo&&Tw7Q zn7r@sR(1g)^@E+09~|*4;QA3T+h%Em6HvpZ~A@JPmj@%rAF*%$t0<$784#;)}}(0D&~wj19Z z6Lz-C^k z+mN+nQ+wtGZ^5T=Q!HGkbE&D>_5RJg&|_!Z^k9jjft+W|#Y4Y%&U2-$HP?H;=QDGP zKKK6As#7XoqdKl-LZXJRDfnQg!dI`$s-K}O~Jf6|4 zz3_kb%j05eE+1%!(%clKxAxnPG)wzkbKQjIm~bBJkGy!OidP++KhK!VVR?Nn`M{~O z_Y;I-4u@x%n{13b>{;+g#lkVHK-2Dom%{89&wjnVaV?vHmA!Df>oUGV)7i$~48Cm= zei3fkTGzHaeqZihwl_x)|B{@3qxk&kpAUDKY-BUW9oO*wBD8b zvB^v%Gb&3aKQ27wvgqW=I_qMwIhNe#=CD3zouA3M^;FyL=T?aPAc=9lVW>p+ov6IW4qtX!wJ`_ zAXh5CQEMz{+mfhrt%i9rsH~l1$#ae&{`XZIAxp7N>+FMFf#u2fv*mPGZn^PVRnfu%<*2mdh z;2J>eOjQ0J@I8$ErDo?}ta;G1yI*>S&m71_8EzrfTg@2P?2VhfAmzi;TP%^s->>rp z`!jjxWKkWpY+-mMXZ^!-tx4*mYKzRdZO~&=BI=nd-DrdSN%3#@E>Ca133)elH zK4gGxCeqG<(*EW)>Dav#=}qxk+BSWdSA2ggV^aQ{?SiXek=O6 zY}NO>CK_ACt2Nh}Pu!XO$mGE6y{nBTezn?n^y$gJ%PbbW`lUM6Hfz<=_>Z-(OqKc1 z&0>E%X@Aqvl*&h)@H*e-T;Bb2Qj*n2l*|ogR`7x^e~Gc1lXh0g^ zURH+dx_6ozP3xXmW1R1sQ6zPs^y{@2^b)Z&^ADt_*Dw>&Mc|7@Cn|M964*~ERDKN_6n61$eo zbslC%!t=kYiXNMuT9WVd)+gA4S8ooRxL-5(g#@XhJH3A^PkfwzJ%L%y#MZa@@&eAi zX-5vaK2ES%zN@KqZDu^j#=nRDt-W3#bLI)Nb$@BmgZTcqvZuo9VRu33y>nh)IKQg* z_m%8B`zz0Sv~;T-s#tlPOKkGaHsM4y=v}XI(>U)2tL?K$SAKYCV!=a?9R(^e3U|M2 z3Az1V?IH0-Upa9@y}6K{vY_59j>kOv7qxzsj8k7EuxxiBxGnp6ve)IRlD`Y~mP+!q zaI+t3Wq!!y@Iy<$?e}U2i8t$+5)JCD1@x5p^`urN9sDk;qjs5RB53&92-LSYaPFyk z&Ss@4o!_6O-ISi;Q`7eO!J*0m#(!0k9L~+B9VFi9GbhSixZU`Hqotee&{3v`hZ+qg z@87Yf(dMHRUrXupt9QIU^Qzg+{;imwU<4B4W|C0Xm(N=v? zeEy~#QMaEMrEc+$+!yv?tIlLAasK4{`WA05*4cLnELr+hQss(Y*oqm|5<2%P<*xL& z?8s2+VLuJZg@-!}6n)AerJ~vD4a?obPd&LB{Lo=XfkKRhfZltd8`IC%I8BhhHjnL` ze{#K;#p2UF4m%ivw>s?j@aDmx&CQXod$->MHLnt9zMU%~@J;S>Dky9qv9nZi{>MnC ztFDJaIGc05EKNSto_t$wvUAH8tDQ^P-$qAIdb41*_syBg_x+RQou^H({Q6So${fGL z53D{tSXF5t_b%e#p}cuo&p{&s-~haQ`@okMPBR+zo`PQfv1b2)ua{cBg?kI%h}ZK? z`2X%wh`U6LDUX}Mwx**;QY-QdCY#^;3A)pkKeOod0;7+r%94;q5YIXpw(ypN-e+uC zjdfg={AP`uD{5AFBrf-R9FD~Es-dlf8ubq!S*y8+` zHOk!UX0bl*ovj@evHYRVj!$o(MLyr=hx-dlHt}x!=<`%#N0CU3CD*!+tkkt94gdR@ zP1|$Vw>eJj?Dt^Rz4KOUwti&z{Yky-`=?s%E80JQ{{K5a^^ti)^KZ4)_sv9;);`{8 zRWe(UJ-oNM&@K94k`XB1LC0Ejx;ODQe|?d32E8+{3 z_9m)dOSj-%H-~NYxy$osRc9@H*SR;TIX*~#R=V8z!#BP!TDJAs zx8K(e#+d&z`L<6!HgnSt%llp$%RQf#E;$%_IpND$QQb9{3#1SgU}}(g#LO?9_vX2* zkYNw+Yt}w~P&6a=MXKcQ+s~C=`yG7xI8W+}RQK8|5mhH2+jt7F{hp8__nPtSq||CN z%Y97W)`{Qnf0SI?R`l@84=>rwf~zJHtAoI;mgkT$9FsY0ug|^x{W{;^rM=p3zJ*0n zF_s|DgfG}VWzn5p+x|wmWB-)cs%|mPJ?iknM44}$6npaCIifmhg$AGznhNkW+ctjR z{k0r-oMby?#ryo=)Xxu2RTiwBf6nCV;hAjS?D1z!zTQupCCCxZ+ag%HCc&^!YM$bm zC%xtSihmk3_fKvvI^~ii)uWo9U{ol@*P_jS=$CX1%c}C^dbt(*=CIi}xZd(lu9wPe zzPv?{!<@IJ@KDUfLl(ZuXTEiBzgGbsxxxe;6-cD)tL%rb38k+yazR!+u z`nvMhq_n4!3mw;+-@UKe8ppORN$&#lo6Q!DE$2>pXGj-+%Ja&4p!{p&r=z=%K7X@V zev{P2d^fE-CZc)MxXkA%fvzfPd7TGdJYcaUscTYQv*-RVC)!MVK{s9$JPwJdZ;o@` z7@p4ax2yZkhm1#eZ?xY^X}=t`Mrg%?>9##PPhV_T{rzCtBOj|Tmv3En{iAwRBk_L`xaG9{#KvpV`Fo3h9yq5uY4gMlMlVZWzv*r{2E9OI&3?vRJxi+- z>R%eo+u4&^ov}XlnF(K>GJoDI_T;pKU1HZ#D-Lp8gWUo@BlJL!+NU{cioTB>b`&by zu@K1PsOX-&V>8>#cPZSanzPw>oj%W9bmIKNBT1(w*&ML@`!Zklbx^TxYUH7s!b|ff zc)dOuWwflW_F1LM9XFLbCPH~)oS?wq`26<~tVbyn>6a$e+LG-wt(bXo=WWP^7V=6D z(fX(U+*y)-=$G`Li9bp>HNPJy_ACvW!}catQ*Y<2!$Gcx#7}{W`0}V< zZEoK#De6zQH8*+jGvV*5O;fu6=03ZJ{i|CicM z6VIDIq6{^>mb6Z> zE}03AsmEI%fFfJ*#JBF#($mZJ_}A2LtxKgoXLiHJ4Zlxdp+Zf?4KLE*}#B|%3n{)**V-ubjr zazep>{ZrXILTub$q_pZAbJV1@-pANE=$%tbJoqBzeC|ElOyS2S|4*v>Elz!G@_|)v zx_WZ`Mw^9ykA7--mapf(X+^)>;*6YQZ(nqYT}#&Bx%TNuaz>ZIRQ?Is+X4;h_HLVz z={DQPrfpM#uD=c2jl76oo;&N#h0QrOP1F7N(*0jge6r??`*w%-`*Z%w2d>AhxO}?m z+WPE`-!o<~R^H5YpLz7i^;PH7Z|8R2cAx+8Ryq&wHL+)`OeG1mZD}0fyUHJ2c(Og? znp&<i8#tVK*1=R``EX?u6@a)n$*oz6h}&f3xYVz%e$> zYjw>5`}bMvZJf8)^@O)fty5gIfV}H$~0AxW)PwSMRNqN5)gw zvMV1MSJd9V>LYAFC-c#BW8Xj9XR7taP2O@{LT-(&THNA>)nBD%Dfxgj^WD?^c2}4u ze`d^=CBABT&XpUcspm1*YIwoo#^qeg7wzp{6|6kGMZ624dSscg~Z zy#L(3cklZtPD-{v_qI-%_Ss=ak6-YX%Mvncbk#od_zEn8l{^=74E7&9vfQ(_I@hRB z3T%ng*?52Dj_H>f_?9Vx`dk7pGT)qcRw$WeW!0;9sQc-C@Q96Y%T}AnIT`}XJ~0*< z?sy>WEvpb*ls!Ad2G&KbNK?xiy>wg=UlyY+FQDIS>}90 zlZa>^H7T#=m3uy(1NHYSO+;Px9XxV6{`j6XSJXghDdM#7^2RT**R39jw|9DHoVfS? znB5P*%q5;vU#PTa)w2D{7h-=tt!8qi`2*X0|J(K7j1H>&?78*CynL6%&WWtnu}$LJ z7i&jJ%uoCzexht%;-_;@nV(qgtY&o+=Y74av9nb2c;tr1IyW5E*8N!*tbh1v>R!X? z)9&>CeIMqrY*|#-o2^H#`e^ZPd$BwI`twZ}?uXoT@lSrQ67%l+*Jn5Kg{^p-?{+lL zeYSLl$%dxZxfwEuI{c3LY|q8Mza$kVzgX$37I(OE!(*Epjz;f9moWbJ_F(>YeFB@* z9`4LLCz|IzI~WmD&dPndS@t=2jKzZY`N3VqKOg(eaXT3Ib9IE*V+;PWIqcTwnq?1M zUwxJHjea<&K~;L_-~HIRZW3=yc-+jkfqFKxTbDXcF&G_bLjZZTvD$y?aP+OCwE@0 zTXRX@NbQlKGFO=tt95siY~o(fJlCfq$rfB`pBOj!{4`^^wmAD@T>AoFHNC@u8y;)i zU@X6SvH7cn!a=J)Gg*vkzUO)x&hs}`<|v!BH0jhYF0si8ZDCytKDEi`$F?;m zuumzUB)HH=rR6}ygEqBm=@uMiGA!07KJVp8Yj_>UW_;m)ssZ!g{nBT8WNu{g^`u9F zdNR(Jn=)a2k$bl{9lUj9d7Eh-xG!?9QTF+PU(yLX65ly(__iss=u=8+-YIT9CjR98 zUzj#~_jX%2ZZn@?r_Nilr)1xCImZo`6>dZdya9Px{KVv$ZOsX4@(SX`Qop3#!;SZe z?*UK2Kpe&MP1Vb0a`cq+Ss!C=-o5eN*>CBRILoEt8r${f9I&g{FS7l}rRm1$@0|=D z7wVpF`}2KDy2isbY&m7h>}9iLIH`w6q--=y8cyKOfw0!5SI zhQ|^&7?=5OQaSm4lgLfunbB|G9gCYbQzy9XO#i069}At*71VdIA5{GAy|1`_Z|s|? zr^-AQrvFHdG*LZgrOT}S@!|v1xXB4RHJh7STdU?xh7EzG%>49LTHSWng*Oj#bCdQS zD;9cV$@%R>tiF=ehW$Mm8~(5EVEbKfyy&Ac`?p!lkDqP=Rof3`W}E~MD$7W)*{?KP z>-)vHY>gZ`ZCBe~THkDIdVggBM?--*YF{r^2LD`*1S+v#=RQ@kD}8oHb=owx1ad+y#j zG5Z@;`<{QlnC+(Y##Hdw`;DOazj=~xI4|F=cs+N!orBo=jpjC)!Z(9_JbItI+$dIh zV=4HJAtBc5ug*Im=k*IR`ty^SXG#};{#)U&Uqe#6!LFxPe|lil`CiUXoD$D$duu28 z)yA7Tzr1|;=dx;+LvhTBPb9#dX@?ud(01zF&C&A%r#4TwIJx(e3`aFzi!J-1U)&FT zlH&`jS@wh*`z|%^RXucrA#K*@zn42&_PQOKp}Di^Xv+U16AiNWLPm=UC!6@&TE&0- za-P>m&F}EU4bMFy>KpAfzpqLOO)9%z{MtuSIXC{lOQBKxubI0vHo9+0{VexP*-7JX z(zz?^10>!j)mQR5Jek)0W}E7vIF)-@%SA62NlYxb;2~kmAHKyP4m{0z9Wu?jaZ(5=WGr8 z*rfG;OXR#8`~O@_@qStKmet|>`L!*Aob0}#hOYIl+^>yVZq*f5f(K|)zV3Sa)F|u2 zwk4-|tvBi&?ksrVV!`lm?IxA2+rHfPUTxV{Wd6;@p;F@aWrn9ujT|QY-pjMsYsvZU zie+aSmfv1(VDxaoOoM-+;afJuIcu|DhIO}UH@cqM+Bx0f#-qIlW)?i~u_#cJnZOx; z)+D3e^zsk>bgBRO#%DWPn%xdr>|dXd=q#mHpZNb;I%r(0ajtd$`g8j(y2wrOz0EDd z$==t(?0$%Gb75?3(VKjBRe^1h)d~Bi{PS{9;;me;cfsS7RgG^FwqLo>efxJ^`O7D* zs(tETFPRD%c+S!F{{GX(_|t<0l?Ky}TjzjO$~bzW1WR zi^Mnjmb^FipUyl44hadHwF!oi^DEYZx}4xfN@k#xtyL$VS~0Ksp+@0{2RaK5@Z4KH zf$i;jC#e-aHIkPSQXiQ+&zi{2ezv*r|3=Wf)VXG6Py=FTO~ak;>ygs~7i%B9#(Pao zc=|)|0;`61r>X=~*tZ|K^Ed60QA2-qE5pnQDTP^&_`a=@%Mqx%>{R@9Z^sr(g|8;x z_Nv7%uiiT)ef7^T7wRF4RnEJw$w;hid;H))p}}NOSL<|qmJsXei(4BSKY=H|K;PORWsOZuj+dqxx%mH;gS>l{lLB5b(z&Z3%jzXeXcnVS#cotEArx@ zA3T%yJ8ZK%44wqds``6A{mYA>qvCbu1{>{!!Pk&rVBe(wFM z+2>%9rO-3;CU_Z^<)MkpiQvf?y*i=G2d;mvc<=+f$_Kn=fstePzq<6!y++OPZ{|+T zct1-=>hHT-&uYu%UmI2E&#^f0>37*>)!@kAnQwld4P5&)uJ_Q_=p%lyX-f_UUQX~) ziN1Jf7teWtzLw{CG52=XG{j8ze5;+R$j_6$NP31(OdI&}ik6lb4)ZsTmKh8W+wSH* zW{)}QuIMya*0wey@o$?tr~9E2b3IT$a$Vx2=B4h>m5aKiXZZYS zV}5v|v7n{p&c6G3hF7L_m+xraC;eOQ(iGQcOBJlY-d{a+?PCYAqJpi>R-N^;j9;3c zKiLr!e=ey0uiootKYy7hJzO!-K<&hO&`h23!xIysN#T(F%$x;s$DW)Ge&S(Kq#|P} zbS?ft?+mtzx1~OdrDKkp-1_%+MjFeZK;}fB{Slzt$PN$8X=^X5EDKz``q{TT;6Ze- z3t6JPllyjWwC}Zy(`){IsMWP5Xpyyi@*(Cq{>l57sC7qpMqb-gXME`8>gAAiDr&Lo z6A}vxo>?5Dg z%4tU%pH0iuW~3EiAYaAQ3ON zKEd!KLVwza$<-WNJKwv9t-W8MC1WYtH;2o8!6EPc+ceehuebUzdG)~qbt^YDPMRD1 z)7PDUvKGSyg`L;Df408K>fgEca>D;d$M1PNOsVC4xkoHaYGuKt5DCRgU1G;FXZ$(( zlsDzIiI3fx2ZvKO1*#d{^m#YgTZUV`uT}W?ALG<1}^eEStZVH@RgVImEe2KSE~?$E?5I zvJuN4E>(^IkB#p6U%2-23ZX*_ADsKjrY5}nVT?tg-kb^Cn=`)Vz42dsb^7ImNBaHS z=PzSDa{GDkS&z2KYKLF^0k@M!z!3 z*dI4-m2%2x2^xR%m;_IPf0p|^z%M1haQtxiEpOI-MZ>t*etbKr$y|#19SXuo@q(zHWeNJ z%o_r-c+27n$bFr8+I^RU-=yr? zsIRxMvnA16Z*R!dH+u}C|0JGqUbnSUecy$H3)V6+Jj;B!HLW&(%Zga0UuQg8Coelx z!Bz-b{4j@0-LDl=(u&Mc-CtO;S7Gy4NxxR%<%c?h6aTWFd)z+#utVR5*W$0fWOJ*q z9Xr&=pL~va!Sb!~)8crx?2Hqto_JDc?z3sj1-aFGTPGhq)LC$Uf6Tu}ps}$`3$bf+ zmm63nuk<;Tq-B2h!jUT8=Z89rAF^cboW5FEWY&(DxecG<*84R~1a(|>=9q{blhOyb z(<%>jKIeqAe!pCj`%xv=|MCuK<`(Q;;UypA+75Q)=pRndU@jD8OaA}9?Vz%dpA_fg z)GkoTtat@J{>L6X^Mf?|`?H)4(q&1tZNd+abQY|VKWF^)a3x!Di~jSOzw$qy>1dv; zw(5sjEh~5QD#JpVITd}7V(j}Jwb#bKUe8?n5FF~DOHwQn&%KupG!Xf$5d##S)-305WW^^$TQKoBxK2 z%$djDq+nrDb#5j3(~?x8zCOGZTwqklZ-UK{1pU&NE+snz?f} zoSAd&R?jS-!p*hsQ|ug$-&}6!D_2->4ZQd?Au)NDPsdyFZ~1%M9)p%IR?fM5Xpy_T z@;{wC(1c`Pv+?nRlAG(qeKK1vJ*LD8J-yx?91XX{X^=R3wcBsM=G=iGXvE}chwdVJ#o_}hbTRqwS z6R+AM^N2UE+0=yhKlHFDR+-ay;MtvDp_WUhSAU%>z4PF`r*%uaau#^KY~G%~^WeX7 zVU^YK_l2i6g^Swu?)|=r>6;ew%J)0Yf4@_yawt+bvE;0%j#?tG`XTt5ynov!i+Y9j zd2FiRYIk^I!85QWyv=+0vNz25;2Oca@=$mp@0H#P^EHy41=n08p6>@`!w*4+e4sVR zBG%upJo)Pk+dcAcbbgiOYcU4(8UDOH{-kMgsk52?Cx7nm2kz$MT z>f4Wes}^0VW6HTcyk6?J>K38uNp0(EPg(B&sM+sek)70K`396^13PzIORtz$@XTSx zN%k_m#6w3iMc(y3d$dM+R>bm$E*8Z~a}@n|eA8~Ldw8RG*#H zUVgz|?XUNTm{~f0g%iWRJqR|dJbG~ZedqasQEWl^D*Zkd*=jvYIm5PW$UA(wW#*nn zn?mVxEv3&lvCcSR()FXQLGqTl$;Q0H3k#kFSTHx+b}Po^F$c^z=D?qPJ{hz;wYTv? zx|`Y@##vEnb2z{J<^Ghi>Y>k!lh)JuWoG?pP+#H3yZ-+B^x8J(hiAZMZ0BD->)XSS z=D+d2rffm`t*=fI82B7BBm$CEzVT-zsaUhD$cqIqxYbQLvseevSjr~{Ro6AAfA7`uT z*m_n3trmQfS{c>FqqQ?4SxTSXX};vjf{P(LBD7*aWv}>j^9ky9hgTZ#)Xm)UB24XX z5!3E^tvOucey!Zg53wrbOjzr6aW21+Ec#MmI-<1 z-jsgx&E#8NWYA0V)2Gio@3LQO5#**3Vt3#{ znEBpuTmFtH``*7w^;@E*DR9T@t5ntXr%HAfTy&Ah{=F8|tOG5sQ1Dli@@px5{>eaR zMWEWg4e$0;+wiA*I%DL|0u!XkmmOf;boUT#fbZ?sgbBI zJS8#hjhFV`Z__GzYg0LWQ;y%QyT9OC-I+-_JKez{$WZIb{o2gN8#HV*d1sq*qQsvy zU*;K2)RgwV4;pPTli?EQYxVwlA$P-#BU5inoTz?l_VoUpw3b7z&WSaqyB4*Ug4;x( z{J_^*`uwD?pNhuh2Wd~=akn38b$)ngVSyvZ?kD%#U*5WO`uc72fC~q{uihj6aYo#; zi;u5P;ZMH5db|4l^Q_nQMbF9Eo#?PK{>l&ObZ;5iyFa&8A35ZjoT&2-G!QE_PbI_JaAG&$Vc$ANtCCqT2k~&TzH2p}A3o_a4rE-M(>u&(`_dI^%05 zYcA9A=9m|vw_aIv-7K!hdMTh_ox`;m-h-ca#`Kg+-MWacpwfB!!-yS4Ix&p5I+~r+SNSwyN0C8{rNp)S z50u{QkpBI7!{evs5!+|5`T1XdU{c_;Uh-tY)f5TiJ7HTk#2r3qFxh;9dfefY8{X{+ z58N8J_)=@?#7&w)Qx`uxb+O=S#tx>PrLsKkkxT3TPv&h~?WzB5rO18R#GiW?-b|}Y z5{}GEI$trtU>$4l`(K$-M|8^eij}_h6#Ba5PP**Nf~zGGd%^w9Jq;`%Yw8Za-0*JC zk()|O8H)HO-{#a_et7ETho@d{_{UcNq|q#rPbKEB@AKI#<{s^T-?O^pY6|VVrDJFC z{qMIYbqCv60&a#xRNi_QoT2&kFpuA(r1Dd3uTQkCPCNWVE*&(|!g3!r((*(=jq};5 zMe9FbOSF(&H-{(OukGuPi-|cGt2gW~nek=e;Rn4Xix1D)*RV=iY@HN$a_tvU-8K6^ zToRnB&IN816&Wr!+gDhk>9>j@#IIF*`Jt)754l2aq<@s)^zE`yGv9e;lagp$(fONE zbB@UJUT%~-R`*g2i_5+vLH(#fx z9ru15J8w$*UbbxCDHFsv{f-F! zV%58rZLry5`~7SqXI2{AZFQ(MYhRezEZciq&1PBc47TNlZ%^kdi2l^kbKfpGv!JzU&ooei z25&COwGakP8O)3oU*;~(?KamOv{)tm&{X4xSw_X{?=Gu-W%ky2`@vs_-|zI5-dJ!s zLL%5UY{Q1`kjD{_a`RK;+~sB`CkCh`ew_S$T5s~hV;c(|N9!&+Jva&7n>iq zTybcAkhFGZKKI znJ%~p)Jih8@y=0rdTA1Pa>8qSUt)K?H#2pi!WB!o`lY}l7 zNWd4M=uci0amuA`>*VYjsrG}thaVhEEa)zKHQ__J+MH=o**oI*-WD@*d=~d+)fXqD zwsLzP=9$x@^eSJLgo~NY{?7T$)>7%${XZRbPd~lfw!7D1N2WqgrMzwhjX78_nvatUleX~I%~uKXI}NH zdK1I$FPWP^&rRcwiO8{^MW7Cm43{~mmkkOPwIrbK4_Rc&2! zXXBBF?^3?Zn#gT_wzaT&W7E-;We;QEiLgB~P$%`#Z`(=NaxEnCWO&T^+N1++yk5Yz z;X`Nu^U4#`9eI~1?U%mN6R;yw?136= z0Fp{S8-12C-L>!K*0{s)B{2;-oz*6KhQHr0Ju$gvR$JwMBi*Gc+N*t-6N~rCj&d+N`a8>26mqys^sZO{7ooG)9i^{};s^V@S+RjA=U+f5UzkPcC@nP3+d_ zyxd3Av%=MLlWLyX|2&euC8vgM-$D7vf4>WVt2ugUoSY=JWxD(OMLAiq>kGCgYIX(#9F%vm0Dwuf+@KC0?1=iRpO_Ku6WCMK~w!q>!>T~aSexZ7rw zcnfrZwahG?vuz(TCu`J;O;%XwtCr`y5Ih%OxhI@k#B4{@f(!q$8jYB%${V%1t+W~rOo_5|2(DQl9{Nz=k`zKzpO~OZ+UBGiMPY*@StLQzr$9A*YmWW?> z-<96kxaSX>LH^XeXCFDsS9g`&&$V;f_CkoyTK)F>Cub%;S)QpNZCU6&^QYH(=iPIb zUYnxYlPA38wuBy!*tOh@MIZ+`?=;A*ZP2OL`h6{E_7|_fwvU;UJMV*Cao@p{Lu$nx z^=~=>l@Y%;J3M`A+%We%lkS(97QcGVZ9eKB2^u&9IqC<`(?cP44(le%B>t(A%h%l5 zc=AZ9hS;@FM^bq-4kjk`JYNEtTN#7-~WQYck(@okZ}W^LTft)X+)Kir!) z^Rn9C^wc=@jLDz~1x2gF-nOI9CrnopY%x}U@b1{2`Oe=BD?hS!W*gr8nfONhrt7K2 z{I+-PJY;gtJx^lhY)O?+Jhs6^{L{|!S1zWn`X+g}_28jjJfIL~FA?7XI30f4k4` zn8>x;^>@$GLwyBz_bc3<&~_41fgZnkX^BqMhU+RB+^-G$j1!N~++cj>o6^!_TXuM@ zJjfQVX`1mr&C9n?S-5N#r}gO;*|VTH%glJoaSPJ%PG7&}irS|wZwm8rjX=FZ+4Mtv z!mZ6V|E|RI{m-aE{*;8j1g>$A!2VrvhzV>W*wedZg5N^cIe`w82X zNUe#gd1(@1{>XQ^RAS)-$~qELp@x(_Hkx^9xt-Jo;%Crc~E_`Z1vk!S=`*o&2N?@N3K@gmT4QZF^_qxTGW)IIhl@! zbV~m!?mFAiI``P22&YU?Guk9H;qflqfe#iBn0_W<;I;PD@&{Dj=wzgjVowt8){G}yrJ2&P>F557nc0c#k zvo&lpHhhu4bLo7<&$1})1v>;et$jla`{EBCQcJc3g#&oeP1=Xazd5&duID}Z3%nt0 z;)cf_H>UE(E~|NA^wfE}=Km)~%7SIHIIO)}WY3DU@vS+1!6)$+q#8;TyYj;4VH5j% z&{9)LzZO~bLwpQxBJcbxlGM=fVSe7eb$R3G%Qxn;pL=1VEL1jYRg%=BF0pHw99t11 zLEp76tiAlA`q>%pL((&R=Cmm%9-p{@Sw)A@egCONkHzO7eo|MS^U%w~^h(6<*t>$> z=WX7odrZ-7%(Ultm$EtIz1IOY*QBK}N6t>0HOIdG_Y-%mH>RRx)3~brT5Xpfg75vF zpti(qX2t%5iFc)EL~Q>!hr9Y*tF6=RH;X6NPrtOD$C!P=g?n4?-|hX;bB1GbNTPxG z_b8{#b=P;k`kx(h%s;5Rx>awce%<*qbN73HP!{_Z5PvW!@%%>kYW}{~#1EB|wBD4O zeayN2)>7=740m;3>sRv~d|4O%X{~Vly?Vhhbtk*j9=hdq zPoJ9m$Y?^yoXKZ=7P99*;@B~@M(X#zrSHX6w?(LGyb%|jciu!<^6M1V6Lh9Qo1pH*VdCqaxFx@$#7M-Y_qJoFB?-chIEStr5c zvkNyo54geHus3GmhCPR`aejA*=y9W1<&EOxaHZ($`F0$(%&X4aVas3sSu>q8JJtQp?1=4-YI{^Zp1kz4 z?~JAJ_Qoqu#0>t0<`i*wq0Qmm^u@jN(4ot4(x%vCw;%-l&|6m>)-Kd#y5RAVK)UC6M=7H9PE58;L<(i zwIL`0r5LT;e{jiSTj}#Gd@ao2qZAk%Zlqr?^4laosXqBnsrk2cziwo4#Wk^U7OXuj z@q5FOps0!d6EjW%~%0Alg%2M-o( zZV^B8Y#(@JjE_$Sw3|TvOU`|<--)j;D7CF9PyX-y)0=nce4kg97rvG8US5)JV0Hc1 z(wT;{?%up?;$iu9d+1Jat8cn<&YLO=^UdN+Uies4N9PVV%k8?v|JU+Coyo?zzl|1} zRDId{aN}?AUY}nPZ7&G?xv+2ax_l7ldvWu@ot-OB78;roGJR()$B}r>OkvCrTJQ!+Yd1+==58^ zTXrz>&c`CD1&2(^s%|k(yutZ5ZOI|W~clxiNm*!-&w!x z^>c|m70*=U+Cm;~c_LLCH7(@G(({iW3UagewqBeKT2=}+4bn|fW!liL`}M`El64Qk z=39vIJq@0(DgVpo=Y{lB`+uI{Xl-sgbYfLF=){PHkOK~;^S`;X^kkq|>Z8d!tG<9I z2?Hz&G-MbK{aa=`b=!|w!DqxiHrBp*{(0%qNmag|JU`lQ`2JV#N1gZ5oZTt;3Eq7T zf8Pg6-aPHOM?5t$d)=I8wQYht?7VG;yvd*{-X?Yiv^B=Q`BnYn2h-amyUgDlsp4fn z+}QlE;pQP*?eL^2afx*=S+mt9^KN<~^56bYuWofU`;?9L-FfkS%r_6EGg?*n$~-K% zQXmn(bZtVSznTkQ`^-IsmCxtbHptX$Dt*7zlZ)~B8|iOJchrh3WGrR+7?PiMev1y+ z{CTU3&60}wH>xA;VthBX79C@kJ7)KVxy)5NGN6ZtEyk=Wy{lb zAA7VfUUql~C%6H%{4l&u+{e1XZ}E!_f3n`5vo5ldv6Stb!}mJ>L)+yAf2UsF!9Vxd z-^G`EGAy!8dOBOdvve;HO+0WHvcNQZL;1o-*Rv~Po`Y9Fq*xRgoq1wCT|TC6-l-ou z+!slkUOZY^?#lgpN9Eggj~Q={fmTbOP`ve9BeCSPid5p`|CJ|~`_KM-r(@67=SQa2 zUG*&GE9WWCp5L7>+xTRjr0L3S9N!eD&ro?)x^KGQ9FaPPYW>Nc{x3i4&SP6&n6fi) zbBs@2?7>6(%)3~w)fIx4OY6>gsud}B=t%UJ>xZ@N^J*IG^?zQ8wm8}AkmmhM_e8>8 zmZGZq?+TNjGVl7VyS-uiY}?+sIc>4o&RGUlM?5kYFWYiLE^Nb$BTM(pVTNw=dNOB& z%SZFNnnO`%%rUh%E-|bTy_30p68nd3o`cWc<)jB^8JZiu-p4%_gHV9yViHxY4x*9H`=%M zd)NC$Ie*$`(sI#1S%2Q7BVlZloh8l-Ek4{+VU}gnoj)gR!wid_RZ|mW+ol(R&zNw~ zI~k|n8J|DN`#9T=&y)OZ+b-YaC<&{(w5iZzn{igz)@pr+? zE-cU7V|sZ}cXCUt**{Q#8O=HCma=@Z#iysb6Yh8?KWN{&-0;KY8}pAHc%iF2rB~|I zquVD%b=Pb!&^Qgoa?DP*>~2- zq>T?nb>6I+Vlg=tvg*BI&R>;pSLNkDPOo~*{HO9{y5D4riM|dIs%j?#!x(<1>dR#p z-RZ6MseH*QU-N3cb>YNHiQo6LJyLD8_P**!%FXkeo=+qU6>o;ZWxVz`$!~c7p1ouDGF>`c# zBRZG)_XTdt>vek!**ACAMts(`Xg|!kso-ziA=xV3-^KNkg?X1O#FdYOHgF3a-w97< zDoS1 z``g~MigSPOZ2j>hCDQ4TPW5Zm(;=5HKf9Ev<}I}{@6run{@!(xcg=_w)DmM=m;Z&1m0|-O|77+V;u!e6!tu|Ka?rDBKd;ip$Tgq#ErLH}iy-HN~&E;nsrk#{N zF?spf#I=)_w?BRO+BZvT6XU-H!aFnX|5;M;5tH+;v?u<197ecx+*VGbLrh9TEluv7ExI0%> zvEgp0kdvHa&NT(G^Ly52B+4|Mj90i_Fa?r`j4Ewc=t$k`sD6C-f91*ae-kX*uO8li z&XM8wX&IIc_3G@3$)Davg@pk`7~&Iygv>ebYsA4qZ8LPuHk+>AvQ-XZW%& z*!0$Nti3-mu4o!>Y47s)Y@az2H@9uL>2%|aq7LY|nhKuw4L)`be4DL*Olh@@s{;qj za=F8bIczJc#0>YyxZVD|;CbSk$_t-OzUjPhoG)pab4^Cf@KBf7wRDU2RM2vlbc^=T zO>d0UHuwDc(Ivj)&JTwAxKArD7x1klshFvBpzppF+e%&|<*7XKlVi zLvek|!C9L!A`G7&YX=3RZCmq=Ird*>{8@PXiNCGd|JlcTz`-BgDXOEkkY|1G0q7j_ zo5xFZ60g17Ik~lS@{Kc|InPwW`2X|vYsy#o{JfHUYJcUKj^fSF=Kj#sj_|Q*dmIBh z(xOg(=2r=Zeb#7$zpk=;wzv<6>0q^S+A zpQGh(>{ysh3G~xfb(^46q z-kqLhbm_{XOs#!M@fQzS@h)EpI;+Tnclk=MbDL**{(AiR$sc*?2cQC8sxO%P!IjfT zDl-bETJ-;oS3Bq2TrT|lbVqRav6V+3g`_41i*O%b+4?vHypohJGsrfiKkuMcsJR`q zzFaQ$V5O!={4e2GQ!i|I^6c&neMh;aKFs@$CzvMjPHWFpSa<1t>qG-py|WM3{My3& z>iWhs`Ax;4J0*6V@d)l-w({tuD~B?*K&gBO&+?U^RGv4 z;M&uFU)_GQanqr@TMAAd7g`;kG|hs0=ApxNPQIEdopY;?)%HeA{h28><;wKaOT%l0 zv+MU6^;&GrnA0`+CO9Yf>B=lO0&Q9-`XGE|p^lW?Rj3{FA6jf>c(*5RhQY?KNr_GW z){Cp{c=+aSYvz%au8%|hEL@k7XxsMq%ArCn@LFPa;lR4bFVeQJ+Vl}r&rN@5vvrDp z?6b{LY&ZUIJ^d$Ix7p~^l|_|Wa^K=XIpg`t*3Xden|DuSz0NAj#}&-n`LS)xR}VF6 zO@1F!SMak^>+xl|#;l7DqJmet#J*(~FNm@TNCi*H*KIgp_x9qVhg&b1+x?k8z2?^j zOTVj!>zOw+{#8wAu0Ej0D4lX~ALETz9m%VYZLHuZWaak0Kl4xPU+MHj(77}U{`#I5 zu zpt)+l!wc6;>YmRc@$0enKDGTH!Mc|}4A@r3k@~tlU|Stu>g)ZEH?5p*u3D&*#|Q33 zy=O{>oD{*Q>+@;hRM$B%bqDs{1yz=k=Tfu{F7Nol^zEkkewX5Vzw+Mh%`pKilzbm7r<0`bVv6yY@Kr;JEPTs`^RvY(QXx@wLde!v zZoAZ;yFGU|2>;$;8Mant^)>#DTDRg8ul`aDTRT7bs#((2WgE5R3SurE+QAK4)c)=e zcu{*|S?Wf)xjP#^9y|X3^Q7~8mKLr#1@Dq=aZkHtVw^i|rr9|k>GWmLAl*=W^W)8% zjx&GEP%D?y6t=cD@$;2lz6{BcN9OXrZ`gEx_G3S_`bL|drNwtnf;Km-E??n(UCicw z74zhikDu+?TzKzhLwuYrTSom>iH5&VlNi3`>#`}o$dM{h;)=O=XczZ+J8+#DYw@Dx zp#EfI{!=dhzUkI#hp`11sH@ggl@dFFq5kdY4)Y4%yaq+_PbGW|Zi$vLAww2b4;eO>D- zZnJKhoXwe*X67XFKZ*TXdd16-Yv5t;^Uva1^9?>)K0f^%vR?h{vBtFD0vX%*8`FNv zWNfQvo|Vfo%a_@AjWKxewPKbgxVn1EZ2di#$z*D0gwH#^44DiwK8V#F(p!YO;(w_s zMcDt%TN|CZRnNA-%zVXPdQJ8RXVwotr$>y-Ftsf+(o{B@@O zQ|I}Nn?HDJnon1-y2t`j=d#D1%YON6wnj|n&F5vFE4M(F zFFMSNeZna(e3LhV#D*jkUK#4hMm2#)5+4KjaddeBAe==2Xa@jdMqz@gKfE*>=Xw zMOl+iK3?`Eih7IRufAZ4x7h^u9 zy|SjkX18Q`w9nzHsFW}EKffdfM{ypmPuBeL=9I>k{c&7&`;1oU<(5oaHuq?Q*M<$} zoX%eX?`_u+3CXhDep4?%TyyJp!wcZ*EPvq)p=0&44m6gjbIL5+J(-1X%WjVcEAp01 z$h*jwsJUb@=e&@AOgGQT`GEGv$TXe(aaoL4SSr8fhrRyKGx9R-6Y_rMd~^7{`X=)m z{dE2f_37UVl&ec-**=PH5Y=6?`NE%oThK=5>FL|Nd;k5&xZiUTV)er(7a2WsmdY3F z{tZa%{juzI-kajcp!H{Wg~U4@Quv?v#=1hsPOtXr)RQF#4?N6tf8w3Bvou<%+rLl~))&GU(fAH6`^l5U6J5{vCIwkmb}9@bNDP&ZY8hpW;08M^xe8U5%Z0zgeAgkWF8J zRGz0S@G}nR*#xe1j0516+?+Wnm(}djefoAao_tbS%<;;C1>SbAxu<-jL@LRO+fdf` ze+%E6&&%3xt^|*59KU(KdW**9_Op`99`jr-Y~TQN=!A5Fe>b6?uN`t0fbhcfl1NlUJ}%p=Oa zwdrU|(Zb~q7S_MkpR>^DCxfM*`LBIUELZN| zTPz=>z?xiM+b-zT{F(GI;5@I7Pw1!rPc9!n%c%};nmm@fx#W6|(Cf1G8Hw`d>67PO zI0`u*^~nZ{=q~@+N2aL1G}$HodynPZFLV5i;3dTSiP}|XML(Y3xTv-Ep33J>-P`Xu z%=@#)GCZWnckj<#~GY&BkC)HF*Vg`|i(Iu6k~>W0M69Kb4C0sq8(udCCo~pCU<~9FFg< z#qd)ddTJI zRWB>E)Ic4bAKc4l`Peyp%bm1msg6%Z38Xv!@6gI+=2Is9=8ki!f2#k}x&Gw;XZp%F zzDVU%ahusTcGquYeyuN)1Ma_Unt#V?jjq?cAKdJ-=QaDDKe$YP{!i{W$NH!GPo3)z zZvK@2>okYiUbflyntabscD7}o4Q)_3_!WMd-I zKYU$+;Y?YJsVUITvY%SXuVWWaozp&RN_Q%C%GbeVQ zTGr6~caqoYzo$9{qT`pTziZk#!<&0yyxi^X*$)ceE#KH5Xm@b;jjZ)oMbE#}T$$)H zoAF$1^cG2rTRbwkn;?sa87zHQ{XcY^-KTapq>nQFVM=iSf8OaI=kMZKmK3+M=fC-M z$&VQqDn#O0*Cr%7PdM;V1KK=#GH1hwyXJK@o3`(QlzY=37KDKGa?anyla>^>)8~iz zbV<(a3oWJ*homZ=sZE9)#kT>J)o1xE&i_-`t3tVE8 zm!IW?wa1>sDV(v()!?(@jIvbXm6^!a=K&w)nE&mBdGoW`2S1%X@DrTIasn;xr+i}E z#PYe!eU;9uCn`qZVX4|1bMg^c=Z&Br8?XAuzX!X-z9nAX-Mj)cqw}fJ`E!K&7ik@y z-d!K_zki?ke0^-RQAHOZH`pY-ZoHKdL3D2k}D!s5E|CrgYqMJ2IOxLq}&JsiLIm(llpY@zI zseAST(Z3&4n=ZkkNdsArhHlmrFmwWj^!xeV9eV1m`KnL^Yl}QCgUDD8vnlg>!+^=rg8OzT?S`rUF znb(ya`+Kan|J`%d`L?f)SW3YQwZ(FlQI}+NBm1UVxO>l8yb+S~!8#7ue3F(24KdVS zky(TY>sNw{RCzBNRMxw4|6XC~0(IHJr}=+!;@|ETFxv$hg;`|0dt zk)M%|{`73Ux3i|;r?kCwvg&2HyXGOgYo03ac>~RSu)A!$W#$=zn(UiuXRdu>w$r}1 z_wRGn`F5Fn=imW0{|m>tNo?sSn>M>VxElZF07xF4tx9~&o9kzvE!jB*?vAB7dfqedU3$Dy`;}+0 z=Hj*G_kJaOJG0#G+k*W5>W>#=&1Wxu7UU)~L%G-}(tYmqO*?f`tBy}uzHWv4*`+-d z;(0x@yd^)b?0@^kSv0<;b;(?mwF^le)qrH z(ub?#GCx0R-k)a%G6&-JJ}dpy;>c6ac1<}ObE?Dq;W3a=)z5+}a{u`F9-TB#f3{-t=C8OtobJQ_3KiiF<+a+<$srMw#?Ln zMo;ObO3m4)gO-Jd+LgN6X6mIHA6YZ^CnyX*+~P|U$uFg z7S;J#^Q9iKe*Xug*zVhn9kE=pcS|>$W*uJ&jZIL9tkX&Tb?P zI(7Wr*S->cyIrr-im%K$)xlhx;-~g{#pjS`r$U~+3VCKR)zU9@3uqDTnYbN=&p&)R z_tsXKQ~waiQ9tGaq@k1;r9$w|-GaEQMJ z@~0odpIXJKTE(SW#dE;1v&3?$VD+=$9i`RfR^MKy6<>;hIbzA@pl7Fop1lfswqpt? z-aU&omA{=?E_chh{#D(_gYlp=6#`FF%ZcaRE1PZ0!N>vq$4{;wOsk9#XiFw)1sdn^^sk(Pgb%3tC1RH(r`8rVQi(VYJV=6S41wLP!qZvIj zj_>~z(cZw%p-7Rwr0~U2_wu_reY2vWNn5t`-l=Jurs|ezM=uDkO}JO`|LcmK;EEn zmsQ~YOfxvZo9`8W#P0N$>0fM9T_4ZS+P9`>+r63mY5I36f}Y!$=S_9MYCOoRKUNt% z^4(#WnU{KG-p?z})h~26#@BoR7bobU=>PMI=+_lLS8Zxtucd4^!}hag%wF@CM=`Ie9_pR`{?oSqz0XaiZ))|H{5ZQH8I)=#pEP=D zs-K!2d1~6ODQiJx4_Nh?$?=~_~31y zOjD0oe+DHg+fT=iZ@VzP>~4;q)DMtX&ZQgy6;$(1UNf4!wp1jEJ3Fz*V&)D&waM|3Wgq7h=Bj%_y@?Tk}%1aSpFR1R8#KwP&o$q)H76ze?uoFx6m4^( zN05lDU(tQ~Pq~&L|E&kkO^+tVo6jyj_WJk)NRd6~c+I(F%ja6XC%dZ7 zRWR2-0eSGu@`B`Z634)%R>4g@_1tD^@w!71I~RR?Z@lla5a{-m=I!4=3AI#u^Nn(| z=RMQ=6d_Fv%kw|yJTE#IDmGd4>m0*w#rKDLpBtwcJ_+9OvF4Zt$ZN?W&d^XO`#C4p z^0`(Q*ag-`cR(9_($3d#na?{PaRlTBog`Qwc-uW+I;S}F2q+MAl2py(wr}iEtbTax z`)%&?lGR`**uvd=_W7P^#p|k|?%gZ29h~Ow%rO3DVDss9TJgCXharJ*dd}`W?WO%i z=Suls?`RjyKlF7@Cnzm*T`yjyygzT-vpa?S&;qacTy;eFw+-vwCCbJbwC&+Ee|E+e zoGyDUi$R)8?;M8Kg>yd3U7KpVW_5MMaoe5>;k+|5t0gvqqxPBHwL*|uX!&gU+;)w2 z^^AMWe^+Y1f|w!*t_DF`B97axc`OG_jL+wM->~jYVwLHe;P5NO$Gnevft27iweHDd zkXo>nkmBmj4CC(``oOM&G3ttulh7KZ9Frll%W1t+|_XZf3Ov zwAE95@9?fo?JrwH{38SZ|GD$fHE9Q=aW|R&Emoza;P5P+um)28ol%$n+5L0Z%{j*3 z4WJEx=X=^qQ~6)NlDqcsYoaPRFn=U`!&GSW-0pp1?ajkqc$fOe2A~prrW`0fOzuf<#_ElHaxtdyukGTEwYg7A6-gWbLEt+Q>FYg9vemqgGHw5L8 zXUM_6?@i*byd|Jk?R~X-GayCdudP>$pUGV-=6}7j9VssLt7q&>{{f22&tDV4O`ttn zpRe_QxNGu-bL(fHwJb(XOYz?}?0c68a=h=3k2TL;AI``IrTk}SY}Y&o8I6?eph{hq zgNoa8cMd~~+tB=_+O=!g&pNJot^iFZ>~q;S?&C?Sl|53m&jFP7cxE+2Qi*>CUy?2R z#(B-~IF&o{%c$dPslaQ?4p3vsvRFX*+ac%W`CT@tuE|&K9I47nvNbn^M%Sx7onKRh zU%ytnRxGT1Z$>$&k=!Zzrm9x_yQa3(;%7S7ip5@Ac0&SVS|ER=nDi-~Yu6)l9_W}A zh{2kVm)E>EwMccf&9d6{IxYJO^K^vqJ-n%sm-|aGX|F&t3Pw zv;w(D<~UnlGV^h`2Ae+KR2k`47G@5OzYgqq`R{dLv5fM!LyIrZu9>%Kkzv-mWajT1 z8-GK6D_eT+c-yA_m(P1_N?mQU_QmBquyd<1sD8NcvU&0RU5n&Q)i*T?-#pL>uPOXf zoM)c+a=CdPNHX5Y?1O6Z5%$gEa#nvCW(0?s%)1(Ml5JfIb2zL)`)bc5-c(iTS6*fX zs?rNWK)s)6`7?19Qc?O3WKO++G@dk|k-GSt^UZ*^O$+%_ncFutI!k^$XKg=Y?+2S# zYjyo2FG`rkTbmVVNn0RVAS-h;f@ju=d$b5Q@RY)RQapibdBXlp$6N^;!kW1FVERPVJZbv4a;6J=d>C;im=Kuc&YMbqx z)*ExWgFj8*rsr4o&fqW;x3gPwoB7T3`)0(oO&iyxg52l3!w_UrTt&qTb?dpH zL<17vG%*`esi(-6g1y>Xsw=%PqV|I9mBr7pPl1fT!{6&I?1nYmb+T_pT;C+vb&361 zZzZUgnjLwtxHNwce#eNc2IcH4HO~!i{XF=l_4&?^v)AJCtl71#IW0+F8!IpWy}tNa zl-rxu1jxUrL75zT+HGB`GRs!L!&Ma;6)_%hs~l73wZtygP53n{6R-K!#k~v~pdl@O4lF`XApM zP;>rlce6UyVA0CH8FGD7=X%}Q3KqF%z+KNnXY)_1txJXWosiS6R`yIgLvX&kzNs@? z5}dl+AAi3peBH0|J%J$yt{x?OmH{BGs`mH?`$@f~N z7e9*%+mId09=9gLW;K@3*|{dQIQDefx>RGNlpDObQCwT&uV?@ zx;3fm)}{7k&um_>^&_k@$nUj^58U5i4VHL}lrW9LuNj4dO{frFSARpvZpPjZA2MRx zUhJ4=iB<7m+Xvu!De4(0={Mix=8skG5d*afqMm{EK*ke6g>`YNZgHt@G1!UV?fhx_ zHom>(=2$yS{8L0Hu(gZJ=U3ZrLI*ot%nicCMN>Sb3Q*|=?W)LXUH??L?v0Dsf8$XrK|d;+#fAipk8{+rV#=wJw$WI>?!jt^ufyoVID2 zZmDkcf(Y2C5h$7p^J;ufAKIGpFlrmvF-UC_&Fq=~GJb(WUhhA66yxiKW5;-n#Gpol z90}>5fD*5Fw?N`6$kBVl^oC`sR@q<3`yUe%xq4AevgxnyB>Ofa~oc#K||u20PdyLv6i z9k7bj`Ejp}_VrCuvu~c-n)4JX!)@BSCN(?ublAGoBhsHi?cVE~n(kisp_;aF5vZ64 z>p^OgT-!8lZK-bb&S`4}wwT=mcbWBVdV8}$27uMxJcXS3vm;M`2|fv_PK{uBZfjn3 zu-zXMn_X3RV$Ou=rD>}hJ_5}TR6g^}(VcuFN`2$h$v3#pW+#Kr_}VN!Z@JqGy|6EL zZ zGP7kbhxKJ1nO*Rg*9u&dFPwPd^kV5{`|83EoN~;4x?r2r=U+dixBE|8`g(cht9C#C zx90aU!GrC#o}YNOPm|1BYkcRF_}aB|9zq5?Tc2N(-v0D-^^3_5RK2CtIhXGc&ANI1 z{tX+?YwrJl^Zq{eOXXpMyUfhVC#xnsVa(TMp0_Xi*GlbIlUtbYonq_<=dAlyo?VNp z>u+7#t{HFnXsyi0uopS@^~t|gB9|?#F6j*y@~a0Ax~Y54`*+Rg@7mH|(Te*)O+aKsP{9v7nqpX|ihZhLL-NWV7$k8I6TNUm$@ zdCIw{H8jk`Pe5zUncW4CSr#7Bdh_ag?yJN4o8wk|ytKdZm&(FJT6Ziw|E=G!>y=96 zw1*#Oq^+&Y-*Xx~>rmC@^HbAk>hg|np^+CYTwf%)!mQ+!qP>$_KCRl| zCJ375;dd^z=CIv${L-)OZJ%D9edg&@`Bi$h`pGAC|JOF$%X!*cE;R!*8|FVr)!uX3 zCzXqPw6vwvIrs9<1P{mEfA;6~^YQ!Z{+)kc|Lgbi{{P=zo_=3n_22PT{(SrT zz5hR4-Y)z9>*eeJf4yx#A7A(POaFTL{r`Ubl&}AHIe-5Cn!leuUSD7T>*4nP{k6Y7 zU623&{PO(&TmEf4>i_@m&(r(=7iQG|j1TZ;W)WdvVBlczS*H;;b?su)Im`?UQBn*H zybKHs6*>CFC6zg;#d;OFId>yt^Jg1~{MGLG&d0>d8`^QjZIwypY^|;Q)i1h*c{Zjb zvn})b_4@gGflJRWEqU#3w215W_2=^*zwXX`u|rI|>%Eu+clybUK=pS{9iJ|Je)W^d zIHdlus@@XS$D+|sD?SI7ID9bRGeIRth;v} z_jMDG^BsxL1uq`iyNY9x)D%Ux7pJzc?MgkTxn4$*S#c%Xu9bC0vTWN{ElRO94Ek{D zg7hTk6=~PruHK^@o9nYy&DHPYZ>^Wg_Wu_-)`xD`pS9;A`zJZ4MftBZm8Rs`yKYJ} z(wiu-Ln|-kXhX?s@7cQd*LzuB+2gd@(V*nJ`;|G9LMA@DoOkBTlQTKWnn8Px6!mua z?7m+3J#3NIeARco`)dAgzESi4mVBMm>_@-%Y>fS}u>LEXS?%OXi^ri|tIdR+%kP>< z2G8MaUGK5)0_#EVvxi$B_)HCIDvDE>yej*KSWJFfr?yy?@$C24mRGII{KoWRo!j}i zzp2N=zQr+IE}ze6*WX`yzQ9Xr+k7RB3ELFZGy6362KUvczxCl=@;UX|&6BlT`^9qu z{nqPBnQvRfvFlyW=XLil-jh#((xoswZzbX2~5lQT^nyYtMG(94IQRJ2F+_b6z*sC8Oq2K7W_=Ef+0q z(&h$4vA&-i_V9Sx+l0q<7SA-wOWM>Ieg5N8BKP(3)r*pIJI*bR3q9}eqP}I7oWiR7 zo39J&LlPUp{?~Ih|9$kSuwChQ zb3^y>l-}#Asm?r7Jh}2Gi;u!73C77rO)(321X2qWuK%}KCupOW%p%%XHrvf0i)ArS z-tx><^$Ow*T~AqgEc*@{bRGEMw|sZ1&p`>diNBa-nz%&So&@EzyX{kFth)4U>K%sk zo#wd*6u&Rguy``>gtoANb8Ba^0;7XoE2BE=84XpY2SF>@790vVYrI0B=1jFuA};eUDI*MppS8~5tGp&0h5*N+m5rG3UG1=mYCK1%DP6Aw$sn|Gas+>-kL{E+ghJijPADL+3O zRATi8#`+&}5cs2gc5gPflo01r*F_T~Op_k`ymk8$@Ar#$ay37^zPnA#aNmy-bK~hZ zZ|;nI{Ku|1PhPfnTjHzWK%vmf7JQYQZf()wjj3x3?s+7=DBq~fbtduQr&|q6E9R(7 zzR^6bJos4)`-7Rb zt4`W3RQtf~`Qc4$?83XHnLB!atm<30`(e)-lL=j>ALktCZY`627QQOJw{nNpDgTMA z`-ARpYo6Z3q`M;AjC<_?)~A2?-)?;6t(&!0UUJ_}arLXJ*FTtl)<+F`0}1 zc*yQDh&(@S|M!%1eUq+g>%i;QLZ36#PNg1yBge4BT1M3M+Cvew-mi-vDb#ZNy>#5l zktuWkpuFU!6Ma5`x_ti?Z!LRiYPYto-{K>`LCqTZ70xM|T2G^m``W_B=YlE#Fk z8n0u1ZSq^va9T)EpDnY0^UKNgRZH#LWAD5T-)VZ@eaBkG2VY)4;zsr4>^7$sX+{Qy z>&y%c!VC-y(a!mKC8>EO@gbE3sl~CNG`4o~dB4L3JjddfzADW!wkU9Tt=FUd<^Xrg zk=Vu0<|pNs!T0Xg>`3QPnV|r!7ZYc(2Ft%tf1-US=?! zJ}s5Li>EYK}Da?8@U;A3Kt6c=QWfazvnVA$5k$^kY2l<^6!^%u_&FJ|Yp?RJR qSTl}Xk8TcnRzjH5EX#x~V+DA#vVjzFGH^23F)=Wlmt$gJU;qIBeK;`y literal 139161 zcmWIWW@Zs#U|`^2xag`8#_s5w)X2cVu#tg*L4bjQAtgUKpeVnfSU<6#K(8V<$G6Xx zo5@hX<^QR|z1tlRIwd(=2->iTzgk*D>#?VeCGR)ug`6M5ue=J3cqKs zHWs9+A6}}+%KN`4_uk4Yrtj6hPLsd(!8$Vz)w!G!s%K>w85nq&7#IYRotvCrlnQch z>qJMt!v+Gb>xEM1-|)-uUTebbux3Szi;95t>3Q1(3zKfTW%eJO#GBf=W5W7o=}TKg zr$+qxZ-2htL^6DexzxMT#SXWHd^SuA&D99sT#&kU5r^bHrjtHzgtwZD_f9+WYk8c~ z(I4E=OkM_Z%AC_U(Gu5H<=Wl35ANNWUR^GqH+!M7 z`D^b#TnbG8MYl?`ZZ3Flv+TP0(cBs8GkTP4`aY~sm_EfPv+CoX`qX<^W3tkAAi_UgVNW&LFYCr14Dxp z1A{OF14BiQeo01ZZYqQ{1O?{XNbmmJW&-=fU(_p-?LH~rl^~Fu5kH4bJh^3|O9ACn556k(oGt|6WBsOK2v=v=6Tj=NRM9TwqaS5_fKLXJvD*nAO#3-fWrb zlw*1ALebIupI=ivt61a|R%C=PYI)n?W!Ip}I`3oO$DJFpG$yzg7fk*nqJBEA+%)fC z&8n*v+3K5i`f|I_sKasU1ue|@G{^xvc1&-Lr8|2_J>{{Nq! zGuiIxKJaLr|A@!1fIYV1w~4Ux<&p-sqq{TbEEBkHlAtv~>VboWAM3qHhee0K2Hb7s z=borsa$xr7GYy|dFz=b0X8OQz=@NJDw*`6AYgZng`8>Gx`O%o8ciTV2Trb}v z`ru%Vnws^snLWWFi!1v(G7f8=5@b)6wsrPc{Eg%BtoZ)Ipa3^@8Jj~3*f(BNU0!kI ztJn4dwMUyS2#PFR_w(5g#TS8#jPJWYFI^HLHsOVjQc&?@UyJ7kmyOya11GvqSZ*~* zy<2Ie<(xvnmzqi`L+diA8eOo){U3{tE{!Kai{@dKs-B4zloBm$yPQ5|;_lGw7+m9IioUzG% z*_;2#r}Cms|MtH!`%ccP=f#<7**0tZ4HVUD94`n?j-1>1u(#bwLpvz5)_lg&MLXWC zYnv?=FwN2Nr}&KJ>Y8&p^Kxz;o}%mPFF7Mn?HlXji`(vmKf7rt8y<8!F4n!3>525t z8{uI^8@WGvNwv(bzJ6=Z8sC{-2d2B-pVx9Ja&F6NMZsP9?uWL0JF0YPL&oj($%$Hl zg0J}xeDZ92AKG)IrkSPpv_#9m5qrtZ4xsd3q$HF=Bf zz2Y^CJ>;|8y_Iv~UDuqwd&l8Z6>m(3>GNNQe3;T@la>5h7R@-@VjK3%*JD}bagQID zF8){Be1_}T?+Hsqeau21pEq!4Rj?2)j^$-OX?`b1eT!X8(ZsJ0E6?5GGn(ZSa7bEZ z_Nt84JsHvWg=4~A#7waBJT9K#^6Y4>hRoCUvX=)8(`w$HHPoAOa_`4SVY{OAj^0Y% zbXKS}W!j;qeT&pSbLpMVwmM~@a`|oGOe^ueWru6u?8*gCtAl)w4tu%JZT9rXWkb-e%12fnq5ERyR4n|R85LWWzvjIo$k%|jP;#_zs~;GNBiWrui0jwQMoRC z>#e%$xuv!Dx3cfc{aSr4_@T(Wv~BTUZAHFIZi?8KH}TWlaJ`$aX4L8~oay=0^2U@? zpQd)dHQ8Up7*X-e^8t^t`7747C*JZ!$L+tK=UR9n`)jks8~)!L@AtL&^A_kGjJw{u zH{n7aYnjaUJqNU2ZeJYs!qV?L_wKii*K2ou*(&k#RsGYrldnI>qt*p$EWakL)^n?L!>vD(z1p(0iLgHqN0`JL!8*u_wCw!+Fd z=l!|Uyirv-nr$LmRZ`EtS$@B6R?UVr_xGNuw$-;0Dz)0Ys#2=e%0s2@yZrsS@Amuu zUtaES|L0YG?dPxY`~L5a|NpXG{@<_oy5G0o|NpSu|9;Kazxn(AzFxk6&wu^@zuuPL zulaiTcm3aY_v?QDjo<(K%T;;%x)-z8*U!%1{&M^Mny=6I|M~TO|L-5^Z+GAS|L*qw zzaPHN|Nm)a?f2F1|9?Ac9$))?|91cQ`rq>P-(P=ut^fal{Qp1s^}ilImjCnZ`~Kgr z!~cJKIp6N@hx&hC|FYlv|2ltt;lCfx^X>jV{cT_WdwP8B_m}bi-(9bt|IfR6{`#6f z7udhl|NVKnzUKet|9@7?@B1~q{@0hU%kBSsc-b$%`2UBu@&6xQ-v95zr-&Gz@BjO4cKxrz;qmpqcE{^)pa1vz_Vf9lUd#V~`27Cq{WZVe{{Lh1;&JVY z+t0UuH~jEC{PWe{|G&SVUnlcL{?e{}{J;MG|NK#?{#X9>-9P?(w*P-VKJLxOkKDEO z`~QEs`h9-fzQ4cf|NQK?|MRl;Rs8=~{qz5QUA@2d?_vA8-}39{*ZorcYwVCd_F8)c$>*V%HbHX?N zGdabzKIyM-QN8@jZ%?OJbswJc|4g^%_5CtGwom??KZkMOpV>eE$REm2HLBZF^Ydeq z{k#9O|K_~xKg?rr=0)_kg>Q}Hm32S<+W&j2zyJ4J{`bQ5|JLvSd)VK8%ikZ)pO5p`+WGwZ z{XRIZ?)&Zf|B|1ZeB_p=KkGX)fA#O>_4WU4e!O08KZ#M!p6|oY{I0%&|6i`l|8uE(xBuUl z;+Nue@80kK_j>-mU-sMl?Q6cS{&x5NzfaHi|B;q_vcJ>u-_PCa|9$!!zyI&Q^YZhV z{{OkUzvgTm`~MF|XT?{r*Z)6n{d47iy=VXA<-Pvh@BH&(_V>jz|73iv+cH5u_g+8W zdHY|tzwbZzn&0sMkM<{3{K)#5(r*!wsV-E_Pq15WA#HHM6?iu2_ zMed`@nFXzq0W&^y-(=J5QF%A%#>9?89*@> z*7tCYPkYHNbWz-MkLMzdZrXR|;B?ntO)h^NCMCa_Wbs5tU8r(qUSpN( ztH0G(q*j1}#FeYrMZ`@gf6|Ic8Mco+XM}QZUS#l)W8d0O-ljqiWuEID2L;OsL%&Z} z(+Yc+@A2Tx)W{ZKTd8qI3oS68Ut8Am^NdUCA^rT{hf2;>aSHVtv2?ae+MZfCak6iS zSEs!1o7ktNz46mH#I9C4?XYI){FL#;S27uer|SHS#J*(zMw2K*jl8x7$0Z zo19E+FBQ(HX$9~3^x11e(eB=lzs(OXacUWqt zu*$sO8BZ>p@SO0oO+M*~sQzb`c7?kgllzXaFgBK`UGuo=@mlFTljKT^iD7e+bo_RS zWj|Rrajt^G1ifQ9iwb8w64z^bsw!^5d+DOZ%Pb!O1CR3L-jLocdY^J8TJg#}| z@siJmjt@*c*i#^ZF=g701rMg~U2SxvBnVq8nY`ii~1hQ9=OST4oR1i9g~)Jmz$*e8(+i}lne zO%Hx^+LJx4>42g~-=^1re7$pW7HvuSA)q|ha(QYO+sg}cN;1_rB$h;Pc3b5ZC0=QE z;>Focmggef#gkTkZ&fJZxO6enza-;Him+&sz{$(Ol8+wAG&MR}*@D9FV~m-$jV?Dnl1sTx|UE zq9)r*o#0Q9xDsN$bmF9%mT}B4rHGwVh4iNx=}1f|ouKAn;-Q=m(ROn|io}!)3o3Tp z-{)Z4EYP{!v1&?ee-X%myv$b=nx0O|H&hqm;qkhq;Br8rb5G`ytR)a0p~Hu~I*Se~O3vaPzr ztg0j}dunq3xlN4w1z1=vy`K8jrQOZXEO6gJu8^jusWFerD?!2G0SXSsD0pzZ^l2*T zbF_M`;4AP$;Id;B#D!CP~UMkEjod62=<}I*r=eRVJa;8`D4%GR-9r zX_MI*Cks5A_pUB&=}ux{h6$tUl4&kEroqkjQo&cig7=bRl(M?xw92N-3ZJ^Bm-dF6 zaIi6fqy#+JGa<=PXM*4oW6n#KY%g_`KX5xbD9A2>dh6hCEskl^P51p|KX^bvb_qE5 ztc7K*rV=$rtK$lDQ@!dGIp(l=rd&UZCs;c6r>+0-SK7X2>UCSI*K)oB0v_KpAg-&q zyz$~O$>MONz`?f4*vIV>2M<6Blu0LM!$SVW z#nvw`Dk3wqjm-9EJn<8-V0$UIcH(4(%QC-@XjdP7%^{z}!rWNWug1Z#q#7FXVkd4| zHGg@*G&@~lclryE`%m0(IDEsAd1C9E1&&2ua`zlv{fULSvB%e>C)T7V*QBS`q^H;9 zjZAEhOze#~DMNShnGNwAOiV9j)~Z{X6m9Bk6BT0<)aie%yG;R zD!G%Mq-~_KUx4LYQ%T=7NO73iy8aW(>14eEo=cXyUdZ?g7(H zhv;6rDCP3rH!O_JC4FhaQ!9I?AK?fKYMScE)6Mo$4x|Yd`Z*K8f&cN-3cZF?7UOlvn?wgHq3W5LN#37QPc zO-;JKICPcVd7mPk!diFn#9W09+ZXCxs#-Kzp)&TtE}MgGtlQrxNaPf(=r(a&kd{ESI^I*NeNrl1ZSzm<&xEW+yx@ zF?(Lx_&UGY?-EO+zu{h&DCPEfFH}5s-hFV&=3v{-BeUno&a@i2iVRZ<2!#$?EEpg^T*WAAJaRZbDr;x$Gim9>4sviZLZBdbLaK0o!7f}Uhmm? zy?5umRkM}wtxAx#JFaH?LT&BD-EL(~4UW4!H+LQr(f_trNN4?J-M9!<35g}MO&kv> z++6~%Rwm1NOz!*Mli!?o2~_RHMO+2vXyKUmRjKPMnr^?62POPTpo9NLDh%)?2M=fKiODLpO)JH z$)1DFKj5P4EQN~-z3>`hQeuEp^P_+Hx5Zyf|G##x0I0$722w{zJzQ;5ee`ijce_GU zqk|`R3kQeFL~}@K1u9G3g_b-{cH0){_CUO;!NJPobtkx@xJPWm4KWyfE!3o9b0CL~PY11FIQup}bsSf%1v z)#F%o#c`Ix$K8A6Qm;b_g6%x&msn0acWy7X;a~&T1qSc}KWD;c1}C8e#IbI-8pzrc5CvEUN- zZytvvmbmw9`XJ(cv-3SD%}%&>;-uOsZXNyP_gRt0b~sE-NSL4pcIrg9Q(dc6T&=_= z=3aqDA7gXL#5Cclf_i6!b=D`}+4s%Sz`#R2v#G(+$`e{)H20|3PExTwrega_W$i?3 z$08FC{YfCJq&_5;ut;-Fc?~KO=7Ng^6=;#bYc%PL$D|UQ3HgitATiD%v1GEz>=iu) zyA=<5HO-Ba2NiQFpv0vPO_F~S(v&^@RXqC*J^igbLG8C#Wp>9!jx3swIjjqWa?WVm zT%O%4#xtvA61L`tVD)dNuRN1Z%vIRP{t^;x-}NIu4^ToWm7!JD++V(o_;`Av-uR-VEvESEf?r9O9x%F9lbmpjD2o4r)= z6|i7=X?m$@k+ZV;?2H+Sx$Fl&&3e4GAA4}POe%Tv>-Lh#TVQQqm9uKI(r%oZmr%L) z?ju)TPz~b=s$pPuNki*DP@Z5A~Oxn2|M6#rCL*?Mu^3 zES;WF$`DU!3cravb}vNhiXi+^+lxn%aU$zQ=%DE9(zvUEPs%)zC!NN zG*y032zr1*5Y`goPGNc3$?~!y{e#&{1yFJVHFZpjgi=mcNcqNnv^skJJ^Miig}aM6 znV3LzKDZCTGOJh4cCwtTyvL@qyWF#%_)XB50FJAfVG$2b#eHPj&TPve#yYFCPt8LF z-Y|_^kisz~V1ebc7y1GI3Y~X2nV3AmeTeV+pA1&Bo~pA@JRz7A~;=u8M)oF26JabeBu(%x$) zK>d|<7o{vYjqZO?>Dcqg^59)igQcVgRN5y)YcjDD9T$x|FBbP)+#Dwl3cv@(K1$%4 zY~F*$mFrogPch8~HMcJr&QeH#x9x8#D7&3kaXW5(YB?=^mkt}{pP5sUE_fLjAs}l>$q!WGa}G_{XZD zpqz}+R&0IpqGJD#Z7;4~Wa&(Y^pIWz`ZYbtY>*D+G`l0TCKuEis0JmeyND#!ALr5E zciMV;>l)=gM5}NPOJrEZ0*UJ2%)Z%EZ9u6C)Y^r&)^#RaTr7TR@nfMixfg9g9XuIO zg;X_VvO?vKgQr}YraoosUMwlbd&w5$g?G^2-%W+Z?)ppI^*6ffR~15YGq_{Gx}8Vq ziZ#pmPl^&8OR7yAL75Yp<{jKX4vb6ck1OeiB;R-7g5MM5gmnYtHqhAmUg6aJ78VdC*T15^#c`Yp{pGJ7Y; z>^&m0_k|3kL3IF>!OSjB_^8uibE!bLF!ota3VfVWMVRGk;JFsP*OlNOdZ_%;ynA}lKbLPnd%fdWExBQ zt_jP6hDa(q=bu^6a{4q!w5|XT&n0N$fp(x3l-<{>xF7Eg+!ngN4-}3C9G6xv1{I1; zyZz&DYR_Y@Sf+K*K_M1gC`v)=SXQH~FJ4(CXB2O*3I~;m0sBIz-xVTffBZ`0GozS7n2eXzb#zF72TDK`woVlG}!dVGjyRK*c~GC`%W^v-F9J z+9xl5EZ@5}MX?YOpHEay7#+%Ud?UKvnXR#;FRru?RKCGC041(yU~jZ$atg+x8x%L=adu7mr+ z(9lqCyma=&MR@@Yk?Jq5r7}h{tdkeHvK335IXR=Sx4*n%seZN8@P78x#gf_e3QH^BLwat4=%uS#|ga$g0dc31!C?1nug(yt7SoUeLK6 zLB~$mYOs5~bUG&y;$>b0)AQm9NRRi=*3$FmzFx|0zS+Bzui5ftOlsTT42kK_P48uW zN|4c7I@>ZiKr{9%B=pXEsjAOW7dm%ez0*r|@to{u=Olg{T0Zk|g5R+-72ceOKj}Vv zF8A=jij*nEhZ+KB!J~Ila)^?fs>bv94eJ6Y?KEcVopdJAKs|XGtJv|2)Av3(VJp$@ zrg~T-<$}h^J(51AGp?mK1^QX~ubHE+@!WITEAe9s0;_gzH@u!`pgwnXPeqa64x1j< zQol`%vJheF)^!E^0qH5jY1V5|r$b?Ff$DgX2WAi22y+Agt zfZMbHZquZtzgi7J5?^E556&rB$C%euofK*2y5BZ{EpvM|MJCrR?LkANY?g405wn=g~@?QhYX~IkQ$xod0Ebe?&0PZ#nf z&zWra)a-!sO$l=z;dKIOj~h{KdltF!&6Lk)z}9)j^?3=hO;O^}SPD)VI_5Fg55;}s z`W|U3!S0p{im{$cXJ#J+yHaAR%wi!!t-OwXu@Uc!`wcRtq?9E?!tr3cys_T?di@qH zSBnrWNiW4_FVAOZp;^D^Qf1mp8)vKYMwR;|&fEnjc{i){;)%TbCBlQ|J?Jug?4YSU z7nC?I!4n5ePm$x#?t^#0IWl!gvDtN#gL9wvXwSdPytJomUT>M7M98U(=d+-}k@!do53ltwhFf0 zu@T=DQrB2rfBfc{1vsX^zn86;p!C+}e!*360tUPB7Tk@uD%0NDI9s1zqTd|kW_|t4 zIk01L)@3TWYhF5Xxu^TR1iP2y+c^d+K+XWC-vv`HpEJ&WUMRly?V(-nnv3TOv)O;| zDO)#lvZ3(1htBce_B@hZ2y$Wx$cY|MpBbF;d_HsO=O14ycW+o1=w_wPBbBwEvSG)~sTz{k+h6``bgi0#9i?uL75a$1Ei$d#ia(ESlF=@%6z$3s7=u zaa`I{v~DJ-VzAK;ol_JSVcGvXFIW7UwMXW&JOk_G2MSAPPCjSayF%olmlT`D>KSUawKqA|52i1pG>@ipZ|ei9*Ek``W>&p_45=_c{y8_}l^v&^q< zab7$rQN$=?N(xllL5<~e#KX=#Hd^@h&@MMfez~Brc+TdX%OtluDa2I%uP>guoW(RS|RXRHn2n__gz zG7*&hvLSBN1Y5>E<#W;+tLtax8vfXsJ_Q_%?lGl)8~*(36<;SI%-0Lj1#$#L7tD!< z^`O8%wyOB-n;yr-Jw@l9Nr~NA)>BZ~`g;xbyxBVSbA@8k?hWfej|pKfb+xxP*Q~zR@VA!<{o#Iz1{lv z)BZ!^#~uWpy0PB%e5u44&*xS4e-d7#tiF7i!Fwr2GEQI0wtO!Cnz_f@=jDiBv-T2X z>kEP;uNjliP35++>?o`}RhWN+{jtN!gBj0T7?+xSPBVZ+ovQmvmnmK6cijMaG36Z_ z$cvNCcs`eM|8vZJN6~BpB?G=GUTr}q76ic?9ZTm_*lnn=bFh(5`BIn2Be%4tV%^Nc zGhV0oB+lL^l($E9PwCuVb}z|~pu8q{9#U5fCoEp4xGcO`3m-(IZeYQJx2ha7Rt`dHg!_jt4{ZEvPl0ad*aR15n0k z=afr0xZGxqCyr9n)R|w)0DSs{ABurW?Jo zoXzdOJ67Wz75KK_7Oy?0V`89T6wfoXTmg{>U^%;{apFT=ZhWB zXYG^*XSj~%IqMc4k?x3>48N4yR()L(TOx56JO6ln?d}b6&I&wQscUSm7t690U)p)B zN&7tK^y!v$KkPxR1B|o<()JWmjw{c5U09Yp2h^sxzV<<1SIgY z>_66|e5`4yu#@sWZ(3|VW3C}c$<3I<4t+r?UH22jU$Z}T&{PH|t4Hu;_2}n`M?X0} z)|gD2mklnC12mQAZQi-8soRQk`t_dIEu8IGlD@mx`Q+U%V{)i5Xfnw8 zUYYRbgjZisr-o>_NUk_IZ5%tWa!MMwTfo1=(zN>KXz8_Vn*t>=TZdLw|H35g7Dju)?D+g+-VzkYKv!4rZ`Fs-Wr=GHP$1QoDEh%2wGCi4N zdi$27X-2nxrfdNx5Nmh>nOkPJ8SJgp)pdzHHSaRh%%53-v^`}F-zK2vuWeU8w_w4Q zoGrzN8iL?`n5B~zhbVcSy>M=S!rsMG(%$tn25Z`$1C{$~{VA`*4^6E+_IHmImv`!-=2< z8mOl`724C4UMG~MUmaDr+33*1z>@}Ck|th8`H((;!j#MB#IK!u{CVy+?$@>N1ld4^ z=e*aToMt*H-C9UbKe$)KVR z(pz|QbJ5JnhL^q0ojrLvPECgcq^Ss`Ndp?$pguCU_H*tjpIsrHcsEOEHTbE=T1!Yz zU-O~kDUIjd813+y#HTflMf)V4&M}A(=qZ9`>$_@2Q&Ij)M2>#x;jT9|mCd2!9^BR2lPi2Pjp6n!o-_drCmras`k6GP z_|SqtSZ{n@Z`9nPeVdBpt{=}6zh>NJP%z=r<2P)@62)_SG|e|Hm|T!N@54pIoINY9 zWPwIO&`Xe`?iX^!zkS}H62K)H;$;Nt$y=WDj4zHWylMIH6qEOR`6R79T8ml08o(nyp+Gu@U;-f^6r`nQoSbG+x@I;~pr-#I^mH zupZn}Men-)Jay|Q*V`J?X<&(O*09KKIxWC4{rJKIO@4og=AOhRP`o9d7d!O8+)jC3_Op~Tn*icLiT{}E;(3yJBFT#a*1EJh-rRGL!8}Jz z<+=3^D?)spi(j*x3>xSCpt1Dw&VzGG*0r1#keHs&ZF7BM;fg7K&p~65R^~GxA<|Rw zk8xp;;oSI$?_dKzXe`}sZ4TT*1L|*zkXt)ul3q!r$-$?3#HRet++|D-8>kt0ZP-DP1_0r2Zh9GxB z%F_i?CY}S0p)UIj8biIj6EcQswY+$$XkKbU%)IA20)8E|2=Urp3>qe#D-G?px>^5k z2v~XJoc@~CQ}UjJdytpj&N*kgLC*i&!ep1K7N^s>6dyZJS{=0ZlT z&v-tUTK?l+oaFa9J=c97Usn7(^Jh|!)jVnFkk_-wl~0a*c6s#kw@Tp3lq1Dw!2?km z;IR;%8KB0u>EWFs4;@yfT*1-+QC$HVL=Bp>Q~FGv0ef`moP2KT?7rJUJuC`$9!Ch>?LKNDo6K%-#`0^Oi3tENCd zYyUNKkLT?HX<9rtJI#DXvtfov=H16Uvl$HYbhiKabDUk4e+p)Gq<-z3@RrX@rh`K_ zdYc3|ryP@%%Xf|cwt=U>w5=dx%0zI3@g=m8>1O%TW@Cxmc5P6;oM3cmXIfdaCC{@I zpOYWnME<&V$;od?PtiQk$R>C!7d(^)s*NBcwxA&&aQ_c95Pa6uXTx5$$ER|;e&4eL z^`f7Gd(qIbVZ?|nXaMJfLh6)aXz#`UF96hI4@-MPx0|r z+e1%3PWuQNB0H%8Zc)KU$)?UNnipy5A8>AS;5pOcbe=iT!LG+#<&u}D@13%P@j-K8 zLWtQR%ftg3XW=8|Ck?d(7e9J=3{+&O6sLnGT_C-J%p_$s?M4z0h;jf z^&mfs^Ez{muU-mn1x%X@?`wufJv>%=>}jG#L75-=KpxA|IUpDIhkJu-qAB2EtEHe} zt6ALhyadye0&a6#LE79+L4H=}b><#7zWnx3-Ou=k+{vJd_%&p@;r()t z9|w<5TYk9o0H{s@Rl-w2@d+KzhYi^t+f;n$0sH)k=f1{(J1#ZS1vf1p-aC7^>>Rd2 zdtRhI<;eu&jwC`$Dj@`Xs892>ZcSvs!aQ6<7{&t zHm(4viF_*?T6J5rw=;&{H{`=ItdlNw-uTF8o#e0G2k(GJ3_r#gt0!NpJkTtX`8-o; zezlwRc{gj&=qjuuC-HR4=QFn|??{${8*UM$pyoZOOLQ|P`QX-|7VYg5Yu-t|wUI{Y zHl{D_x_pj1`?=(;O2b>0i4PQ(9*6aaGu@VQeE;`S!aTUnfNzQxsDZDs6h4Fj9`^`o ztoXDZZ-~bJ26hpMRX3=B+|}Q!$6R#Kq2YANkz$(Bj>K^AZ-*FTux5G7r2q zY|-A%IxpW9TW=yR!lvK<(M`QIzYnT6f4d8>_*6G7n_N&Sk$5{CG{<2B>JlG;cZp$+ z^ypw)+5_%sM3k?aIr&^@T9KaXz1vgVLQZu&KZ?!AV2Vd>cjwgxULf;lc}LiTnTLe`qxX)d|qqvrUiKq+3pVMsW(i`DW|ykZ^OoxWyk|E2>nm6Ru3@|+VKt1G<;$9cmo*I~b`r18aW=ba zD$j+MSj>?sK0EfDdD48|<9RcvTEeDj!X6&4lXGg*d9=WjDkbY!{HN3}eV-fg=;9mD z{D=p*pWo$2es5O#y^;|pF?|_ z#}0u?wfOmZQQRlT_t`zxD20e zf7!PExWKv|<~ZZDn2;>ckeq`iyrKy@8K@<=)GgzA{DylkEfXJTECu(9XG}h4>hGfY z*#SHimYR2=Nb%lraF69UhI(XYj64wB#=9{v_yNjm? zp8pD)+K(t)D^h)vImhuUr~v{R`wMh~j{P+SLI#Ev=k*`k1)ir9JZ}o=m(9;tWLtWo z?)l0i={2@5DnKJHpdl;x5b9r%^Tj{U{%~FO`1bpKKVLa(ZFuu}!{hTYzYSN~t!4|H z8&L6K5@;m6*-~P%gK3JFVzutSBU9%WUM`3ZG&Pc2@vZpT^blvZP~%0rAQRCc#fyHO zSoDh{u-4?-V)*##s?9r(3C=&~zGKqziu%XRMGK|~UIn=$Fcvn99$1?aXgjYRG&pi9 zqTf%##!E6V)>u6`ZO5vgUh&_!`j1x`@bwzavI1q9m5`y*gBr_M_ODra{JC4c_%+j0 z8LwI#7xz4U0h++>opI&n={WV6sqPjgr#!$COQ1<^@th@go0ix)1<8Asu`TXd0;z*0 zUbz{=eN(luK$YJ`Q+Z{-TM($YRVf9J6+MewdD8Qhu=lHvZYSR!s$$nXdq z&4rq@u8_|CWfgPk4ETCx^(^v}Fz_;lwn7s^ih8_`tk}_f4%9@M(73)D-V-gAE;z{j z@DodXC1|<}z2Cchh5wor{sC9iBR9lLG_z|iUIER6OCOxHeE7*I$x%T@D^;WvG<^{W zZ)^n4j|iN`h(m8uY=25uAK)P_inu{P`(`O4Uo5V*AR%byu*+)p>%ViP`Gb~BQQtI~`>}&2NYhl13TX3W+G774%c?ySHi9~$ zk2x1XM%+$cycu)3<+rb(-umR4XHP-J^hTMv1}i|5Z_pXr;B)F>=hQWxPX@L0AY=A{ z=WfOb-(;Ix@YL*KsXb_*4r4yQbL!_EyXtpucz1JWAfj9DR-y7u`|+vVKJi?+Da=?# z0ffDu7fyT(&Pt&2D*d^e)%7zcXK;R-P_tBj_T8J{)bSjYY+wb_;yERD8%yN=J8b9v zZOQ5;X}vQeEuCjg`NhX`zL;)KPZwUN^P21X83Vp4MwdXt_R7#<`}1CB{jBCkTFqCO zd)_E?zX2Ox&@9-(63d6Yd@a@gPj&A;D8x5qR&SY~L;yUAEC?x@;^neZ^43rBHQ#qG zpSc^{Yf~w{w3Dsk${+2=pJwHMIOvYq?=8CZ^USTEJa22Jo&9|@;T>qP$3cmZuC+$; zAGqZo9xGG=6@X?a1)!tm^10{N%stNE4w_n!Tz!#~`FT*)oWtNDPqjV&XA~TEC~Hr2dE%Tst7b1*;{G)ZvgR^^`A)!=x$h={jS z4c;xB-|NckoTq|j;ZVk@n}YnT=SN!4UpN=scr;-F4?GxNKRII(SDNOb-uL$_7tY=M z(E&W$KNUXPG6ftSm3N+JLx=jS;Omr1U1kD-Czy$KuDx1LL;qr z61YM*ivU1?1(9w}*DkuRgX3Q~^0I?I}C=Y*tv!J>`d| z)~*4~4y1!-gy3%cyynWIEuUMre*Pi83*1IIuyP7~=y)k(zP;L==bJxAhjbMzxRQiz z4F0IJ^EU3+TB=BCWZ9I58m>FOPxjoSKBWM&B@4E$g0~JdDC>r_ree=A`|07wo~HVK zXzecmxfE0wBhOp`un?ERk8vs3#Ctq1NJq>vj^$6V9n+qy@U@KF4iY|f1A^()-iC_DB!x+?? zJ+>eaw4CLv`KOKUlYYG2cHp}$s6?;=6~{~9t=}b|TbF)jz4TKl_$x}M>TyT8k$~QL z?>})rKvQI($PR)>c95S{e1uhh_=D}B(ZnUiXWtxytU)SNx&Qry-V0$HzMr5b3T#dV zyo3WZ8?wBeh*z1n*Fm1Q)xO1;H41aHZDyY*{d(5#)tY^$coJvTUJDfxLFSDcC3 z9RvPCW>8-fqbZyDTs!-@_Lk3AVeJ$f&_bKDrjv>_4?TS<)}MxbYHjM)&pXVjcZ1tR z0h){FW`h@~9PW5KXYZSZDHRs-Sm#8cBaxt?Qg{=1^G>%D~9&5&4zh>_7xeTC;mTKb|0-r_w#H)W?K#$+~PZMZ$Ab11_W$j0Nq;JJVomxf0W#FX_CWSIB(;G#8DTNT8ts8sh%ph?#=_x#h{@# zkiS54$B>qY=gRNkqrHtnM` zR!lhv8!Z7fViyLf)@k1Y&0-@j6$z`*V1Dd%O0&)H6y`A6MevZ~w$I$JQ#6kqxeOgT zJmdNNlyleHIs3L(wzLZx@=d+;7Bmu>_Z&77iO?pu^h@1y#1fkO3%m{W&a1xr`42Se z`4}`VD|;S3E;|o2F5B}QG#RaLV}9%=?=ypER+69Vrg3;jOPJq#_Cxe3Xaw^($Qf4i z;3Jqepb<=o^ZILq1tprF2UR`Y30*RIpz@LS<9qf$9{KWv((tZ%pt0Gn@L|kX;9<}@`!}o$Lecf0cVUloUa(CNXf?&lD$oko>&4&| zu4gs}om~06^UCM%o{NG`u6PbA2&P;DHw3S-g!f8LEAE=kB;UilcoJwSfE#=%K#x~n zV5fwrzw$Qj*HWr8t&=ZkKs#dR&2RjeT9_)EP@aV)fe4=$?taess1h`2@ZilHg96xO z^i!d>D%FA3^rg6A=q`h)A2=Ig5d*#~Nzfr{eA z@JWfqbIRsLSo>c%HyN}L5!85u3?2ywcbR-tJlcE{qdevGvV3c^v25Ogx$1jA+yOO{ zKuf?ta~~~VSFP{SmXurf4K!?r(F6ev=%%j+PbX(Qhcs?M^NW2hnwQQU7m=Uw3sk*e z)wSFKyq4nqtt10$&}!AWn|CfVz32Gn)Q(U8Zt{!wg8FF z)u#KfE&Xz;xY_b$b{w}&Uq@l;q272+Y>OX-v!8#QcLJpCc3aN7m6cD(X{>D(6W z$6VUyF?6Lb-2`4U$$6_%t3JkK~M+zpqm?~lRpz2bRGV}1>+UCb8K;jkl7 zK@hb52xIM+&E~3k3+JUThOQ*~ppkl|*zEd@2j5DMO`Y=KVIQbdQspNRg0k{!=GD(U zUu`B|y}4jY;CWNff<4fRw(OXs{HoL#Ph}hR*+n23P?HR4nHk(FVYdArU)DzVK-UBv zd>7PnTG>YA38>|QEildpoZlP>Umq2C{$@<7()}Md_UZmeVLR0rk>h$$UyV|pmm7qdvbhs*!U>x*s9BDgn|~dVRT}CNbGuhsLCDO zJ-+_~JRBx*$NKTqeQ!#21kQ6}S?X@1uQTuX`}5%8ut$(u6Vw~=Q@*#?Z->!gsTrU$ z5j00L6+TA;8m&(JXrq^L2UL&22OZUu({9N8pStf&YM=NydC({t#=7Lzt)H3R?ny9j zYjKb;0nc|X1~u8Gf@5NSc-_CvRIUOlOeHZgCwKO9)?1Ym*Zu-cXl(ox16k53#TL`< zVDYWM9h7o0mK`0sRcT{Pdiuq+PUP3 z;8kXz-V&^+iZLt^T6gDIMgIk?<=dVOWpNAUii6r;pw-176F2W%W|H8n@U~`V!At|t zx>)eMG;C$sl%iXeiEnN0NrPvRVG~v>L^AJ6hE%5BiMX~y@=|jjdU*p|r7E8Byctyd zrt@elg|0f1wwc*jxRd9j*7N4V1y>TV_FaN+z>@}S^<3H=*ZF(jq|R0F7R1~bGpEdM zLz!H7X^uE(Xa}@>2(tBLYQBr+wx>UH4>eD@c#a*jL3QBPPlmTOkdZ&o=rLsBmRL-i z!w#EgKX^gS2Q2G(Aj@HUT9FGHy=}hg4?kHw_+^cC^1kutXYeZba80Cv^l-)ge#MxR zk3p+GZR8>2@~}lY0jD~jGk3!aZ1y%-fn72u^(e0(NBA_6?X~rwb=KGx(DDnMX9vwg zfR@E~fR~l6-NDxgT2{tiRtFjyyJZO)8iNi;9Mk}>DCWNa3L?;M6_ZmpKF0JH8>#W9 zC@UP|ecZ8dGS-e?!dsiTP2k1E8?(D%bBk^5hxT0BUN-wt`8|w2+~=GtFP40sxb*W6 zmEUgHl@4L9w_ z#hWC*TPhwV`}&EIrnSl+%ujp2Bkw#GXT_uy&3aZM%-b)k>2^t#$ZiQlwoAb ziCaHc>;sQjCEwi%9_4qlPA}#)-d235_TEzA{vbDNdC=$#sFR1-1pyhu4crD=NCj&0 zLzaY`YVx+?oW9(0-IO{5Y~ur!wj7xLQad2<-LL61!6(R4i(!%H_228%Rl_IOG+_&nitOGLg;tpO$BSD?YM#n3h2=e>OWZ0ASV$}gPf4_dr7 z*Ra6Wt-lz&&+UD^?uXv~0_UBHpnAm=w3HiTAH>I`zo4ln&=jwhDtHp#M>)mm(`RX^R>$&4h)UZwB z&yTR4zhJIED0Ed=z=H#z2Kt}M$Ke57J0F%EX1@TM_QM!b^ItR9|H3(SP?CDr17Bcj zv(|h?P>b{>-8{=bSlf#8Bdq()Rl#k=Z*P!R18$H!t^K$tGWks{)^r7Gn7XHe8!9)p zv>H@Q0S$rq9Xq3JH??u^o76sY4$z)5$(Nvcr-|nvYxfhTOg^VR?VP&D^U0uLP*)0*5H43;bQW9#M~JKN+KAmsD!BN)hTy> z&MHjTG?UXv#TaUt9|0N+^#_f(g4Vo%rndc#?U7%6K_l$O^a|MzpdlpCGJwVK%`(!a z)=z8Fp4#N;ZH$dLuW{&rBVrMA(6QImEvGsCcFOfIFHHk&rJ4fYN~JMXW~or1mfh6? z&^Q-prvqr@6|{4!(qo6mjDpmeA49qd7hufuF8Mrj>1WAHKXo?$0DBHRou!_9&-Gxl zNafAqF7H)xpmqetY@D(8^N(Fe%MxQ3_oRZyz*0fw@n(^j(sOZU)e8(k!ya=$!(6c4 zc|Ap^ex5n?ljmuT*(uA!56R~vN?|MeJf5k<$Q}Eka0s*p0OT!{J$*>J0yG~7E}R8k z>Jj&`%dk3oJ7c+)vW!$}3wV*91#}W1(9dFiq{V#2Ip>W+_8YL-f9ok&2hK4(#_#5z zkNZ||__hQ`yPM=gQ2G#rrw`$C>0;*|Pk#>HHS^$h-vy22lRMM=j`?u^+;n`K%lwlocTPN;t~?tQ7Mq|8 z@Oz3j{XDbjC(q3qvrX{DXqzl&uh#jo!{pG^=&si*!DIP(pl0)nXW(KOv@Z4XS@COU zAGBJ7;q6nA^+tOyeK$KS+rxjXF{u0ESx#n*o{Rov(4u1S zPAbs6x9ZHv=S=TEYMvD@8UATP!s+m1n1df+OT}M2>%Mpvw!z@y*_$z!o5~FZ^z^yy z&VY7=2%ZBq)gQ*drm`N^BtEQZEZBD<;O`-ckW(Dbp~H_)Y%l!elODvZ$ZNf$Le$;J=Ldk&YEs2 z)(pGR{v-V>sPMtaobeG>@d|VGkIgDRloD|2#`;zR&@}MPnA0ug#{|~#28P&Yo_;69+>Wk+%nbF5SwmMn=Zz}BtPk0_% z5C~cUpd4A_zGKh54>!YFoG})sE}y%8&D`}D&V^r^?g*Za;14PS&!(LD?Z}nCP3g{r z>py<}z`mbh>ekN{?{AeQ?hV#Fv>@nM+;hmF^7V@D?gep@)2AyQbOrklqYVQc)C6t0 zgKqw`PA{IydfW1$m(=6;4;(FVtmKrp-yRzgu9Q7Dc-hMu{!=|Tj_Fr)E zgWgL34Mg8zOW3{P9sB%^Z({nP8;aF7`Ab&c{M_Je#o6wLS<{41JNNke8}RatP4-+8 zpjiOWK9uVqla3TQd9@yj`HQrBzWJL!OR!eLX% zJ}0aA-qPnS2aPq8cZ)&xqp3ajnWE%bBk^HhDf-mGGtZR|)0TjT;$HqaWaTA!X0BnN zCU^zinJou&7xJ9mZfR%#;NXsoE5?U=lYC50CESB-$vn8?iNw?kD-`cJfY%0|1TS8c z0v94@0|X?dPd5eW!tpA+5z8bU{ZBudbI`Gz}4Tt`Q^_)IE=TYzL9_OVcR^V;& zJ0ZJ+HB#Y@+~ux0_Z%;%#9DgUa&ETPhLs|ZKLr_SExr8H__Mdy%aS|;=xj6U`cLy5 zL-|;HrotvH~8{-=l)>;Z$^w=K+T0DAkMrP}5rGZkM;Mw2qs-^nXk&o});Xk%85VT&m z7Ze_#neERxAw`!em0td-osj(9IGw zTLRllF9F$0UsDBYfG_^irpvb3m<_b0cXsxf9UEE;DkC4~<$_CZj4Asgrz&lFZ-7QX zmWv~;5YF2$(ctl^wFj85YqDcMB;aH9H*oJF@El}t?3Cr~)e}Ig12g;1-vjSMMwxjB zZ4ywQcJ6T{XdlnwDHD;VnK`msB&Sbz=?ikR@(1nQ053@b@4nY~y5#ebOO;I}^HNsT zCHm|!Z!-jkRPm*q%QW@W>r-Pig>9Z<47XHFJstx*a;O4qCwoYRH{o`mVO`()2CoScRA#URaSL z(aIwQ-+&3-rOxxx=Jb=lNe0kWyD#UQZT-F&)X6oDGXixWF>3bnI&;%Kp5OEUkNZzG z3Y!aBURI^dt{HUWvc&vne?W8KDEm4<2Tq({Gv|1y(``^z0mc7356SLxUoF&=KRrKQ z-xPF$SMy*P2WS@>Mh9W$($71VpDatvVxOt!g1?tMF`1yYs=n)hWZmRSEh#b;(=wC1s1 zRo)u{Jtgycv3c&t!ws>Z<^JV4hR0xwPCIKKE1#_Q5Y`dGh=6%hwfwB~b><$A&e_iW zdagJ0Gzdr|HFeXX$$PgacAP&~30|yf4QjulEmqxAox6L(y+AMH@?#Dz7r>J?&sxHh zIi}^C?@95&wht3Dl2=!MPj5}RmMeHv6Vi|fj{|j$E92NQIIu3CYu);J$Lf=1iFcbt zIxj4kQWvlSbb`#K>ow9J&62DLnL zXM;yjF*f&dcRy!+RB3o^E__88XvZzn?77Bz>tFL^FXh0tF*shCf=*gLV*t zs?G4I5AP%nJ#~85r-*H#3TQm}=|9k{lF_xfi1n>o4&*)WIW2tU9;lszeLUIjHf%h3 z`SWADib3Z=2tx)L($)mIS?hy_1wbqR!Sk?cpry>93I3wJphf@5$HhQ9rL4h=i{>?d z^NRmA=}|HVco-VF`*>z^VDsd2?9OoijOVTd~C(S#P=Y?XpR%xT=+_6i>F6EHy-^g(YKxZ zwN>g7&@lAD!&m+vzbUO|c`E1RHe)SjCZ->!)fJ9z^pZF{`@e#m*Y1$){QDI|gD7*o|KD>%X%`n2Aq!cC#fOW*}#^IRd8s+l)g zpFQY#Jw@rlZI1=Ne>*R$mv}qH;5SqwOVyV3pI^(=eRJjB&a-1y!4b!$ERAt#|J-=O zyaZmPK6}u!8lrQ%!i8wZ1=DA?A2=h}JXHv!&n*4IT*m1^$A0PxvV%kpJctD8NfV#Z zY`iY0%OPL6@m+eH|9^uhO^{B@qzyq$4*lOm=Phk&jsEpyzRHIli#1acE-<)D`YElvyk26hh*5-Qio?R`GhGv|bx3O0Tyy_& z?N!Sr;|Ci8w_eal*%0Uo(KBH&Ao*uJQr2d}kzdP$)4gVf~$N#Wika_cYP%!-X z4AT5c_+Fk&!E)id1f|g)f1l~A$wiJbzb>IoA3UrGyWxh@$#yO$vE)9 z(`&->)HL4jR}U->*njBzHNG7jaR(BYvXsjiL}(tI3r*!-n(y{>->GDOw@3I+<;+SK zo_R~UZb!DfT_bq;iP{b;_jSI#)Aye5IPAsw&L&|)P?I$@u}%%TQz^c)xSrMe@8OK4 zEal*s+&tyMxy7|xng8X;6lkih51gmSK2_*W<$(mS0!WN3-SJtk=(+5U&wd5Z8Jp#6 znymHn)4^HF_R;!djMqy-`{RGGl;7igx97~CUWqkR9-KQ3Nj!7QCtANhFt_~Bo6km{ zJ0$)*(9TO2+_u@x=Q6ARPOcrF`%kTJ_zg;SARYHX>FV8{Gct2FPCeCSeSV_#cY9Z# z{{~?z8yYu<%$&)ZCOE@1=~l~YPWSw^xo!e;8QFVJHCgE!*DJG0g{FbsDix~TyQ@O-=NpIZF~8-k!#YOAjJY*buu zEYvITxnJY_o4$Rsn~(6?O@amKi~lg`Ln0C*V4t6u`#ZA#vVBh+IGR7`sO|tK)~u##=f&Tz zmHs>bO0p1?XxMooRvLZQH2@cLpd`?DXJ`GUhhO-2+qe98<(ap%rSkdHT3wJgvyAL! zD?XUD?%RHO8)ZIi)g7N34tjwi^$io)pM}pYi=O{`_x7c{+j(%Z0(-Mu?(J&sX)F5f z-4^iK&usyUeNf&3IR{#V%mq1iw$k!?iM`W=p3R*;6I}LK_kX*3u>Du~5!2*WdntCA zFfUN*0wq338M%7OqjSYi&Kd9ctaHYiUt$kf>-NnYXQbY(mMbt^@M3SN=87o~&TW2h z4%xowm2rj7YoDC^+x%i#y@a**RB#!|JXOm$d&l~+12=;hr@zW$=oBd27ql0YCAC7+ z_OU_>$*n;vtyWB_7rOg}fALf;BmTyj%52)9Dc1_(a~D`KuX}0z|Lh0J!ibeoD@2SU zRw^Mv^-ZPx&Eo&kf4=Z1%hxbAPt}TgA9>@PQcgPWaT}J^IV>^J?Ea_tK*cM#T)6=) z1j03s&ig*m_WP{-U+ot+PuWo54a#@b(86OyU)$a573Dq$5*M>n${F0yaGVD%0o*h{ z?dg9~$^U5&zl(_pxX|d60F^L{YfEjjRyJ6#KdU{XUc4|s({UaLE^uUvVr z+2(!sreFIz4tj}hH|B#}_hG@XL9vVe-KFBVIUAI$n}(mFk;$>u$4C8)T9JJt*A*q#3c>wdLg^y2L2(KX(D zK!<6wo6o93xAZU9RwW)eZ+md=_awVQ=MYK83XHw|ucKnz7}nkPfuk(!Czw`BZAvikJr%m3jOk znZ5)puxwcn!?dL>KO_7L?s?apzqjnQBPpcpY|W*VILMjj8jKWChxZeUFT`$V;@GX4@g3^GwSKR|#7nu4RJR=L zw-ju74l;AzA~BF>DU+^zV#GRzL)z<%Otg1L zPtjfbaoVbu)$#5L!R&9f_~9Y{<0sTEy|d@}C+?R!aNb>F+iD(LkqkaXn^Mg>yQWV9 zb9OCCEdBTE!AekE$LQ&H~&T#hBJ8+DBk62d_ zaqzNh%fo!WU7F!6jyv5Bo`>eyqRhIwo2e!gU9K z?>&@g`tRJGvbE~+|o zGp$v;!ovTyZ^yy;2ceOz>w3PwX&$t;zYEq?`G4^{k)#{CuIJqa%DgXr1|{TGg`xjD zqzitUJk-tO+x2?dqUY|8FjwYfR@L=<+4J9gt`pDh&^9^6mb*b;_Asnf6e-hw;FceS zuqj^P?X(5YLG}D~UElNl6X(f0o_CihTm9y=JeP?!D57mXh~>xj?%;dRDf~~?jQwt@ z_r}kQ6P`nxP1{YZ?cK`iSghp}Z|EL92XfvM}NqcO^xq< zC)ugg#j>J4@nd^C^sReW|njtg7_ZHQ}H*k5kG%|OtU zW%fokdBLU#{eu_V1+J}r^8#9X#Z6iaw)A4V#Js(yF8vX70x8kHAoX6)R6*rY`HlX% zlTGOyNqbp*<((qdZ(1fk1Keq<@|^XL{cu&KuY6L3zT@Tg3E@JgrirC`XWM+(Z1S%< znPXe!ij8p-f3#O|F0*Ud5SJRP4{1z%o#gYEzwPU%Wp+nC91b-2s@U>X$Y(FpTE!{G zcaF;U+kXEy4P@VLmT-Be8|yZ$hT2!=x$YnP;j+qb`J@|q2d`>hSOZSXQ$9%gew03P zvh{pL^98+w*V+ZPtUtzZ}t+`PILbjI9$bf`K4$EpW>S73U40YeR^)a=3mjK z^{G4dY~puZGkw7uXO7pQVc(d*Wl*@j=gt2K5&G-jIP>VgIc@fPp+hl8;$D_i`SmR)Nzd2*?sdI4&eCKXdU7fXgJu~y&pGWPM3pDe)GgfI_ zkZ~&bCbYox-ra!2y-EgGC0~m+?Tg#`=#4VRt5EK9(4>9UyZBq_lQ(}qXDkyqT%~!= zuIa%WXwi`V|LhNKx$65rpMIF9*zq=KN-ay`ZkAL?5`BDYspfC1pl_xczc~(ok`A)&Ai}zH`}*eW{XaFA%W%!~4S#x>ASLbNyGt+L z&-o|X^nB;({~!MLIIftk^j4YUwW`N&NYNgy?|bX|#4YO`Z@EjarFksw#@$6ZnY;^^ zo!*d>#j&ig#dJ>+);RQC@H_az* z`hI$gzhc|ht~KUYyaT@pwxsL3-fT}^WpzbJa7NJm#%UamE2d-DxVp+mvF&Tnl)VgR z6Mn#zc~&UX&wSq6W|n6S1+0F z*nT)m`p-2Dovz0Vb{A>x+9y~7jSB7Q%U;j+xNg4SwKC7?r7x-&XE}46Ui#t}$1CkQ z%(8sikME`*`e4p}cdGZsue}Mcp_SiGlj!>{+x9U=%O^(Y9lho*5O+m;TU^660k7Wq z8DB(;lDX}Zxgo71k?{K*>!A6l)Vuhr?~_-5`Bgy`ph!5Vay)vK`+}6yS%Dkt8l;8d z&T+rKYW-qebl1v!mSBj-l6Oxv37)SM{9fN=nLu-%t3XU4CoJyX^Uwbw$-nyJYd_nm z@HWe&2QT5y^q;TfKmWjGcZokdB8~-*guqP}aLXzy=Cn4;>|^%xKdpo`YDIkO9k;|b zEz>t1XZR?qj+a*s>D`+GHyY>4SvBEAjOlz5ZZyZy?w9TUP?=830&$PJXZ^=!fJ zGR;0a&OT_sZ1pbwqFMCi-~AFU!<=wQaQRvBDoCc5<*TVpwz6DU|MV}=XfXUD?s8gH z;uomvKGoa!i)PFkS)SUKhoRGxUa)3_m2C$#CoFd@>2G5#7qHagEcup@})2!^UdDCuCYxtDu8XYap`h?|Gsgi6OX-^sI$D|kJ>=P zFQ9^j`FzGtuAK`H3r|;iF*Y&-y+~b0}z!$-`yFo1AgnT!MrIzKZ z=)XK!zSZA@p21qE&huHEArb!g)KbY`B9c}AYvyPk`4DWl>0yB0(F@$5CK<<8(Q_}l zcI;|$Uwd3;ig(}_!Iq~&BG9C)8@^iems!Y-1uv9&&cz6_XgMLZls?4ua^$eZNcn*R ze|DLxz?RjbGEj}#)1SS#ed6M8X~|^*he7eu^x%qWPG;b?Eytp>9-Mo%ULeQFM%zOY z8g2iYGIq1L$EWd~+fkO;x35=bZ#~x+Q2CdtwRZ!!*W{4>=U-LHmxmi3I99__iN&w5 zf-k9%K3>eM#rewa_nQ{?8|X~m^sN_^zn_9*yRn<2{p$AxFIqvVS$q1T7txLvp>1W z+a4Ex-@gZLK6Zgqa*<}2UDGeNd4DDOS0CScgs^S>3VRlXi|l1st2jl-E=~E7+ni@Q zdybxUEWaDXQ>!fjkM6S0? zm?zCU1u14Pex3{JmVn0)cAD7UcdfeT?=jPf$3LcPUcZ7(p=R)lR#4Ay)+v34-=a;t zIwwDcv~9C|u`af2{(D#({_(A)KY!|d`Yik7C&%HksjWYqVeN;ydQrcH{OwnNWN(J` z)&79{YIV@Q+MgQnpOyBE#axCu(;q!o=J1d0nlHYRcA0Q!$?9lCC zhwfvxl~1fVyL3&Vuw%ueAaK8HO7@?(>M~+?WdFdbEF@Q+g1GYDJ0Hb1^>v#J>NVg6 z`}%|IaxI6m3RW#J_yg`y{;5%ib$rA1&YmxyIRE?hJwA$UPqnx|w{L=HyQn$&!hEaO zemJxA$4|eHpF!orA6SQe`m^V|Pn<7*@Elat{iuXgbw7S`oJwA>b5Y_`M%(F1FRWcJ zxC>147Jz2eZ84F;Uo3@gfTFy)i1UJS%Y&-825@IN)Z)11Bep+Rqbj;*H|OmVb-b`v z2j;@-x@XTnKXLvyKd2sv1_hvH%ZBK#`TYw%A7P!}^>D){2EI^QCLJD~y zJ5w{6uut|I?VzR5qvx9+zQpf2?kX zW$%rjBR9Z27Cme3`H6eKdFT5mhB1of4Q=b2o9gdM znij|HEH6M^EywLF8N3VcJpSADaKongm%f1$KBOdJwT71@H-Fk~`fPjSC&%HUsii-i z8`D^$L^68W`MA4lj{fKSF(n&1lqF(W@3 z?|$9ia@gy~?5)sj_NGSv#!pyd=Ipue6X$;CX7g2KyDzHDaXzMNt~j)T@zCG?;RdTY zCsm;XOxE>|TVg;qvZu%FG_k(#{%se#wR~d5v!FM7HY|;76iY47-m`QYpIU!9#&hK`xBqY<+ z?Gs1N*1u1j|6Sd)95g;sXV>(hEAAtBD8|I!;89a$(;@IsqVCc2-<#$`Yn;26{?y3- z{3-VbG)^aC4{nH_2UR$l5ubG*x$U>P8C=;tyZPO&r7wQQ!Lv;CtaIGvTP|=o zPjfOfqb+)_tZ~??G5+I*q6Ire?C)#W*)?s5fmyZjsg#Mmeaq_o4fFdAer%F(4A5ho zHT5ny((*nY5#{5~v#i$w)rrCDIGT!hVfqT6Ui$M#pfa<5`ft#Ho6v%Grn8DIPlNu{ zuzWq3EOt2YYn|b1SVCs`%X+bhvk6*+v-}m{{Kd#p+mg6*%GKwsx@WnzXzY%Dth@E# z;txt2B>%>|Uv9MJtYi7xAfCSp@VZ;?>;?Xb2fv*!ndiiFd+C|^pa#Z=D@!GQalFco z;Wm{Ci+}ulQPKJ409rtU*HBsLb#sm1^%W5&}8!T5-2RI>i_=|Ns7>Oy}%6`FVJ(n;2vewM@cbpHQVSXYHO*7vxV_Y)3RLB6U9s!X#_)>&{U7AO zJ==+27AqjSjGp#xlkUZz@KbCH|I)QYd_m;RyP#43r!D;FIohwP?s*ZU@^^*DFVGO} zBxv_-s`unC$to}RKA7pmb3UePNxyM%?@U)j&dF_^r!6J6hUYi9>R1=kwMd>7mPk%b)%LvjKOsVI{R`(a^LL1VtDK)j znir&;o=8t`-`90o)M;PLe}y1D$oQW2^d&Fq4St;dHhp7o$4}#Mj>MfU zkzc?=|Bt^h7ZJ-gp9YvmP|JV-~RXWQjMd&4p)p8{6 zWN}{akj=5xc1A}<#MXH4SI~YOi}Qc}MNhS)t3YcZPN_=%lIJ=7l()9y;qgTq&h*0C zX&j|LSRPeGSCG(kh82^=Dh@=0}JE})J*SRLh;+ zdi=0df-WprG{C_Uc@Y#W(d(juzm%Gs-oxZ7p9q?I=@)1^@5%_CxMAt<{>8OZ&~`ew zO<$tjv>wVRCKjq|pE>xaBlK5htlt?sG;37Vr9K-m?f z^Ppt7-q{P+CoWtM>RnCqHvGZ_8Uk_1w)r3z_M+>*tW^E!t)Jd+08I#XEm+SA>sswv z%K6Jm=!+@GFOKHZm7o#9c{@ZL^+8Fj(V4eB^l;T~Xa`B~%T@)%ScYS~d(*x3GA6AO z^L9Yz+ln-s>}u+n&phjDpK875Nf684)_13ta{S_6^i+tYcBZAp<5LLB4i|9-L!(^j zh4PB_lc(c9ZrBu`{1KX-MI7U~o8Z}8_)DqEi)_$n##7KJ#zWQVN-rR-^Yx(C`Du82 z^yBBP@V4)E6Z?4gx_kf4j9Mk)iZtuu8q!kBK{GMGUq8(IR}r!EsJEW$`RkzWoz8T4 zYiOs5ZM=KcJ~mL7>XDGzg?52?J5EJMfyb_9-KxI>8Ux=d(|ozYgjh zol zXP=|6AYV4esii+Ex$jQ({`eU*ZuR3QWZdfW=iWz4LG3lp>^q>zf(X5%=iLM3V~Sc2 zzxvz!8J7G7zw{!<^?jG7d-k8wKwZ-f$9y>+E>EiT?%uT2^j=W#Q+Me}Fx0-TeS)ysID7iC7qdMs{;qah z4jMe%AhZ`=?9G)g|FKhIy$k>5InXheM=zugB1U-n_I1jXG53K+cv3U}1t3Nbmp!;5 zdUm1w-`)EQ_^LL{*6b-NZNZvDrZhZu!&Lm7oq za(|!CHrI*AKlYRibnMpxH1@max4KN&`*58~Xl-!xqB*SI+W6FK)?)vOi}Md$beEXo z-5{sPV&(+t5>~e(i~K>&uhSrV zphI)~_wRFLFFJPklx^Gv?KV5jHgLZHsg+pU#Z$}V3>rgE6#|cqJ`Lij{qfH&=Bb)Y z*fDu=Xc|dE8@)Z0dJCy=g{>60rN8CBXp`^L`m|at=ydP}bx?B~JWE=Z*=Ech1i_0{u4YbuI2!STp?rtbE<8=Wf5D$hFO`abdrK z&UB-0NYdK0)U;)m*+Y|G96pb49Lm40$N?U`Oxy_?76q+iOFn%y3p6rX%j7Pf7@!X- z&aZgixCCBKa^?5YuzgN?sS^Yb9WZ0R3$Aq5!fo7sk6WZO>;LPwB1sVnu17!(?hg;u zK?AByUzralmfD`Nfb=IEyE^#qKc0X6{cGp@y=N^#lAq82`=j>rs%58Q?}q=q5&rhZ zulH%c&#sQMKILm%5*ojB;j3zmxILTI_P_I#*j;Gz{kvKF&CrdNtCNzgIQHFp5@9#V zF2m}!NVVIgtIKS4623nzlf852@Ud;NFJn8UZp}L;H+f@TT(Q`3Gk)Da5?|kb+;#rz z&%2NQEV}wcDs0VN+qk7Aa-SdmaXJ6|c>O2;^EL@4FaI20alFdso z|@e*EXL_uGi;J3lJ_{8nSVWSQKrnrkoj_`KYxEVll9|Au|*XYcc?lyJ-F zSbBNFdHz`?ai6X{7eBXszEP~>r)bAbnj955lMlb&rFOJwLdmk|xQt!D0w43l?|#h} zzBDQM_PQ_Y6lRJY>G|Vt{N?%0#o50;OD%Z+_eoEF|MFGq&Ih~CKNtRGYrIVP_ljD% zH&a#{mfoFlJjU5krf#0^>_i*)lCbra(FZSyE~(e{$p61`p@OY#^Ox`KA06YZFJIR) ziOs!r^~d4WcS{YzTY7VMU)tUDWsAb!bk>*l+8+NS9e>4(rc`L3NZ?|!y7?qR0FpYm zoi1JNtvVul;?271|F2(7?gQ)N*`jbbomJ9K`^1Mx$F_LUlp5_58C*E2XR;RhCl|=4Jh(me-q++MeWKkv!YrYrMB zm;76!@O3@cC$$i3<&eMP?@vDapt@|a)6}KLcRx8@zS?W`aF%D;^@B$FIXPgRTvylq zT%&L{oi)==+vD@L#%`DXuQRQvh|=C*^*r#x9o1|W83e$Cmt9jn6yWB8c z;mYDN2%2Ac<(+Z=t=eaSwt8Yu&Mq!H=J9K%-sH0z6|OAaRI*JIq~H3L;su4Y>ypb? zfuk{8;8o!6^ENO$<;1x^Jqxsc9Jse&4k$q7rY_y=3(|fo(4EzAcUvWozZJxpu36t_ zdc3t0UU@fN>FVPs$4|38&blr6b==0+tUZ6{%r2-y*T>$?el3>&-ppn42RY?!zu$W0 zOHEqod3OHHD}QE!sF40{-b&+@H)n*bS5cpRShHm*|EzOnt-&1L;j_Q-p0nAq`(14_ zED~oyHG!zFJ0d2SPoC8~`AhYToWA7(SwWFjmv!|`V(+dHzPBc${4U=INl4-8xWaR* z^8d@%4qq_2nqBrJqWbCYw=Z{jmR{}iweCsI`^&RY_QRi9s#nTlqx+qo&(A2S*puD1 z>s;yeu${KA4exw??7Jjwv5IlW6(85EWlD%7#``PLHR}VXGf31lcw&}&+#B~_Yvf;U zu3HlS_3_!oY1O|OD?%n8zI@hr?&MjWYv#Pn29<$t*{&#*U4P3FpLFBKHtoHy*+p00 z^kwo5;8Zt{)@UqV{bS?BU5D$+7u;{jFw45=e_(b_pE{G4%gyZcU$cgdb-OR^R`%`9C^PmxekH8dc;C73*t|AAzCFe(uKoiutowoeJPGpY?guGaL4jo%z2v%HP_(bLr2sooSC<_FB)$=?kA-l9#C# zSG??{)8(tnd^fCVV`QuEem$A5X7{DtZ2_uT?EjXZDt*=dYEMPZtj}wn%AfoA_UEqi z&jsJC-d4T$LjA>iwsmpF^X?y8z3}zx&;LIftME(s#_oM4``vl+syqFM?|%96N6mHf z#6^-zGL{8RS;{{<$$5oH>dUOlB5U+>8VV1rSH9Aj_R7V$bkR-Ea|?4<>0R}`e@*it zFAraS@z>A34{avwT=nW%yIsQ{F9yaK14GdtQ8pqX{a?nmskcUFr{)4>J2Vo2Ashnw4Y=9{Mc*r0fL zz0{{P*UcZhCD&vu3o{We|G8lOTu8*(?$3W9y8LEo_iFYHpd#?PK$h#~&5NE3zKoau zvv_yy$E=Q{tKXGcpQ(sb34g9GRCml`m)!a6**44G?Ged5f7ih=!Cg)5u-GA18 z-lp((w&>el(Xa7u)n*@_n&rP%qx!AS<<@1Zeb0aAId^)W?w_7S=KJfuER(k_T~zxu z&|W6)Mf-B^zXuL_{H-Wnw6}1Pt;NN8Ru|{ZIL%%Q(wSFTx<0r0W^-GH+kT<{khIYj zpn2>1eA6ZWRw#aL=WRUb!CN_b(cX*Q|K{yI`Rs7VlNgZJ4o#HYo+o4(Z6rr>+&*81YvdpEZHYwJJxtYSuIW6g!@ z=e}&^_6?t1cJT7Mx9gLAv<2!AgnJ@1>lca`=^$V*mHRgv`l}}kYZwqsOUs1Tlso0kq<+lRsf_rMW z)r%EOS(%jb^6;_>Fr9T-HPYW|?9V)O zFT-iS%kPw8n^Pge-$H~pforiVEbccm4n1g|nRRGh#{qEgRFq8leJJpqxBJfPeV=B( ze%<@}^Xq(Hv*Y@&u6*4HX;175G(Y%t`pweU%TsM%f-=1InJZs!PIPat)R1|$uw(}N zTZ8?ayYF#W@0a?SQfzakL`vB^eb>|0Wviu24cJe<+x1o66;kN(8H<*I0!EIzy;4W^ zS)kRK!?Vkzd*;7#+|7H$|F8SycHf6{&Rzngp!n5%zYga#9K6r*WeF$^J=56yWxezd z`TEBHu}o$B4-(4`yiKgzoZh@K{onoUO_p+LR*MT1*m59Qex=jjyoSVv(>Z1z-g>>~ zGcHYUz8+mL!*T<2L;Fp}?ZJ+U&=L%Y>ODt!|6-8ayGo zQQdb-Z4ZS?NP}8;?6aZ_tUtYQC{AE!;4cy4|1z6hx+n0{+4(tr?6ay2rkyJ}&Fvd* z{;I{FZ~N|df9AY`Bslh2RT~!S%4YDrVR+D(ca-^W+99^&Lx1#JC!hUz#n<VOk&LLRR?1yAt!2(d&u;223x!d|ezEzHa)tUG?erCt* zGpe)=z0+sufoi2&5BP80$?iG7B`rUD_odyBeM)a!nBHd$3LJ~?j|%IAlbZK#7i*bu zGSTR-!;NBw+>1c#3y)`u zNWWd8J0VGVYLaqbIRC73Cb1d2b_JSNEa1IR#rb6k$fdI%pSiR@@4>-BJqBxrf;qMY z)pPEzxskDEM*W=EDaAJDu5@iI*`_I%o^{mc7Q1oVn|0OuFWiIKxb;TFr6g8RJZ@QW z^q9G>S=2$6sGKEHJ>Y8oD6{X@8M3A}l_2jO{`&PMD1Xefwg}QqbN{!z+SX+0>eq^) zq1PYY&F9Mx`X9x<_T_K0`Tw~mv&+ugo%QDO&qZYtw-?GS5W2Tv>Bl_=vca+cdtR?o z$hXQhu{!(T+u!VX(*@}?_eDq2Kv9r;t7nHwGhcF7*#@6OTKRY zmh$Q1kNtvw?t45xwDF7M<(tcHu)q56bIX0X(B{{2(@&;>(%CxxEB|{B9Xg1`xkG;xzOox=bw8$4mfyMZ};=~Zh<-C0hKRqm$jt+=j&fSC7xe-<*`DG{T=t~ zTlQogxoG!_#pIDk$?bZxqvttS3EqUXVVb5&y;&#h*9vi-Vu*6z;dI`QUK_4V09B>? zvrf#em+7sSIcVQ^#eNgSTLQ1-@2>dB&bm80qWCMQj(HjDyrN#__<5;Eu}LcxAE)z5 z)?b{k@0Wey&tLD~|GyR&bL)~gwC%&G#$hqpW zplr{Ycpq%CG2h$jJonuH)47*>?%BST z`(GKA8@+VfIcL)!`&*dVKUe+uRbjT_U*(stvCfyGohM~>OkZktJeXthQnRCN29aKu zuP!^w@%>F?!UyjuHZLIwbn?=?2lcBq+OMB{DWdoJ$L#9*h2P))ygvKn`eKj!|L^GX zvlecDel7O?zL1E&pCw9lI`+@rzVduqN%GaLXMg8@U8nFi+A%6vAm2N;Z@EC4cP6BP zoIC6G0)?`3i}oLU3yp>udZo($gG1MAM#R25f4*;9R@VNQQ`_qu^XgqPuP@)VR(gNJ z8@}7`&%OWjT(f9R`#$US$D>|!T;84>{xomJ@qKym-5z&JmsG#*sI1r$zb|)_gr7f9(=0!`D@21PXw0q<6eRbcH?R^n1Uxcna`_bmmGOt@A z)`vngeZyzZdoOujxonk+P0=K9AGgmS^p)GX5|#RE6aOT-e_C&KX@BVwbJ>q+SD#hL zC8k|nR$+K3E%Fkm3-{pQbuo!Qss|t~)-Hqfuh`awEcw4i>2JH}%lgoX57#P{&9%=D z%k2|QEZ4bQvQ0CrWoD@PE2+9W<-6_n-*t4K5xMu$?mmOfARAMDtWiGPE-P7gb>hdh z%8Oril&>~B-e<5qE7+#jU^^(@R<=q%zjI&}m-V4LucqEBZP^(L^5Nrj*^k^()2xjC zEmQtFJ9h2c%}WlhyLM&WrZ0)XFF3$85$`;^%*KQNo$bN#z0$+?ZdPn%!KgltnkQR8#KdOZiRwcKAdTMyBi-GZ+LkERFZLAU0wF1e%Abx zmcG}&IbS!`eG%IKz0}V+bh%cq!JE66OYKb_pLe>OE?R8sWG@p}uKwlIs~pVt zeeApLn%lZ6OY@sD`z~(yk{G;0BoWdxZI$QUcV}Jp{+{cQ!n`hEd(`fkOV{t^Prf^E ze%tf-D(=4p+G5`_GcHY-^^3K7@#e$Vf>-^DxqkS@{O5xA_Z@!x(x!Ex(w9XG*kA;+J1oHGZ#4QRx?jsvwllNyV7RRj8iy! z=De5u-~QDKzH(^I@@>_E)xl8_kB&0QuDR}V|61A7^3nx%TlM^nMIqZbtUNCJ)Nj~s z)nL8$rb+PZB-s_#sgRI3{B+aZb;4`rdmRUj#mTR*UVHko4=ZFPCI8-Q?2kSFZoaBE zJ6V2(`r4K1so-uC=k?;v4hHX=c|n~fs{sFBUfrb{M&Lc9r4n1LB6f55ZCU2GC2g~B zrq$(=g)d*ZwU(>$_lqA~)*&;3LwwBMW{+D%%+U#W68*AUf z8||`w{^h&#{`Ag=G!cI}e0{F1`)%O~@cxZ&3s)|&GjS`e5;nRiW8>-^st#>g`W7<> z_ugG+ZU6cKxCHQ(mwIItpShABx-yIZJ^NkT1Co4JQ>TO4+jhbc;IWZI>e>+rNA#!U zfQF7_i(l!zJ@Eg^%G0%8u~}_B`+wFk$L)XiXQ|fKpEcoicXl7&J>~O^_GNO#Q{Dc% zoH_j1_b$)#hFRAm3nlJ{b(Q?Bm^{6A;`D!(ZIjP_T;h=4wy6X>{C3Oa@YMIyZ`2>w0flo7u5%rVlivUul4{&^)IVi&I`^U0!zlwAb%# zf1DKktw7CODJRjTvOnhkvN`9ws{P>`&$)m3rS8kEFIxB7F8u6k&Lz&wt8**tmVW#* ze_x&Lnw8#lfybELiu)F=-(|QruK4}-+1pnx?43A`*W+}X*XgzuM?rnE_}!o(rR#@Y zmFHdmzSvrgPTa^YBoPrcvloIc*f*9n(OwrQHR zRQXKaH}4)Fui@^t)JKrg)3l|_$NE!|^Pff2mbR75H(l~O)cM}BRx`KUU%%DWW+yw} zko{sZH@Ay-VbnTD_GkPxh#$W;uDakBun>|IxADKs%}O`gciDgGyc|At z#%XprTEtJ&@^KJYzkcXq`Y=wNGGfaR<`{W8Jxk6$-AyRMl%u(sOf>1K(u z6>)rF&$(;nmmPS0XN%?6^#4V-e=naYYcS(gsr$dm++VXqf7r2~6n)~`r>5*KeBz?Z z(~Lz$Q=sFV%XS|9DOPrU?(}PrjLhZqG~<)8H8(5c^i$kS!KRgtv*Jac`1Yzj7WkV# zb@JJdJcs7paE1*dSH*=L*dDg~^^^ZkAz>)mvMUfe-ubcotT@-Cx=?}KRq008uKeF- zeDjWd(t%|+WV3uB5n#Lj)!}lH-LF}+?Jt7*ZP#V9d?y=R-wfFs`qgpv>zO^uz7ITv z3#b0SDPo`VBE}ya0k^JH%5L4o^yPkSML35rh0dt ze8|eVZ8B%RZ*J&U=cn&q*xA(A=}Yded(%GU*7faEcem}i%Qe5})|dTBerCtp0=CY4 zAp&vUtgJsDuQDii`GR|~Tuw)q$yV%y46o~W{9oO)=Pt+mo>yOtz0_tWJFa-;6H*H4 z=7&7wS7(!W@Nhv1sF)LNndN8wp~$iAJeN^T#Ds_8td+aD?IgdyTz=lq?D%W0DsdZl zp?c`H@Y{9K_33ob|+UVah#kFSXTTJ;(8=Z4kI;XyDUbfkHp^Z*# z?yQ3*bvt9z{~!GeDUBfiNsJ}a+vQQcN$m}h*AA?j-r=*|xX<6(Zu&^ehAm?O zf5?PwArtmpN|J|GGV)t)-;93j9Q|RT?#D_0Z;JeOsMWX)8iZeFIfFB!{O-e;K+piq z;l&^9XZ`!@*50TsKNbi zMex+j_J7MWcNPAaIWL^|@B{I+zrIz>-fi`LeZ1bSZMlDbJ+jW(`#z3)UU=!{?>j$t zTgq(s`f=;qs*GJG*YaOi?rPc-dH&iD=l{GJpuxZ>@Zi&CrmgeJu9(&-Z{6MYG#}DG z``R3J{#xb9vNf}9mOLw+d@*}rx<<#--)ettmcK2X9C+^E@^)D>d%n=mQDv+BdC%!v z*wlS{@pXOSw3T-ICz@^Nt=v3s?Z$a^zVkrCYgx9@S+>x5g$v!%2_O17t08$sAj>xT zx$5iB6?3j{U4K<#7Gr%_X+@Rn8>`;G6=JKumEURA8`NI{mjME+Y;S+u+}1PS zlqHPoDeuSTi&B>|Z*4Zdby@$J?M)fG`Ur3XPJ`b&+&pVX>6g=Qt$x>E1?Oq=xaOtx z^_MPvp9WdRd!604y3DP*Y=N!yBliD`!RdY@e@OK#6aF0;d+(asRK5VG`?DvHEV;pc zuzDKgI1#&ydz+1$F4*U#ZnFH=SOtzTyMXtZ?y@>ZQp-cAVf7A2*i}=6EXE*X+sRqq^fOK1DMOgnl{Z{JP5=d=mZ9gG$QGNZTBzczik!gJA zc7UzBclkcAr-8sPjszrL&MeslaV54^LY z*=+k}W3MgDs<#4Fq4PoVD}+olRO%AXyfPg(m&^iTy>s2Yn|loRi6LKm*w|A*XpkgHvPHv ziue2X=67x5cymolLhU}9EIYXU|A!jmzS8LMWUtCKmu|1xwoWmhZ?iGqX6E*rg4e&x z`-01T-i3UZmq^O(`t`JI?%(fy5P$J5W3 zS(B5pN)tN$lRHbe?(Bx$?>;bwgTwwy^V0geC*t?#?w8wb^XJb!zU>R@tM|NX|7>DB zkNv&P%PT*uR~-(PYMXqzwEUm?9ma}^Ju7c5v-i)uYOrTo%bwkbZTH89r##l(%P=R0 zPhDUdc#fXiY41|c#ljtTOTX>sw+A<`cCJf!8E^i{{_Se%s|9t3N^;lz(cg7n&fY$8 z*1PAznQ!9!H#bU$$i`p)x#mg)|JNHKC)cwU9(cAp*hKC+PLcWKFjs`zswG6 zN%HxxkLEnL`D{Vme7p7f4-VevtB-B{^3~v3p3lzgKh1~uAAJ6>>&(m9W?vuw`1imk zeB$=qcQ$`)sS}@k_M?u|+cdSdqGju2Uu1`Wzg2Z4b6;CV)SPQ4%l5~Z}%v_Jlyv~)a_{Bp0$j#dOv=dKV|aSjmlRlKpAbG+lr4SnR11)iMwC-7#{== z=dI>2omckcY1fwdp-cX5P^#+;+^CfQ*=h5{1(GTm%Y>#t1_HYRII}MCT#np-XPxmq zn?s;+&REwMTLP><6}j#@uXU+5LU8}F6%iA+&s=!3;v!F+$>o^~b!snwyY5wi)~~px zcHA}93HS*fmR+ZGrTf;z>DrU*S9|>1pj0;zWM#1P=D?-@WPQwzcLjvbdU+*a8mJLD zD{GJPMTW)yr`LhY)RK{ch=1X8eaG*4%meW7o^JycMrE*M&}fwR^eM_x!xA=6P53^$l*y zoKvzbU9AHzyNZ0uuIu`J1TSV-rl|AxwOd?H$6;^Y!itTGec{rd)WWNk!~ZI$sm(rY z37LF7+7__$R`kxU)9trn(_;?wf|Fd^h1n0^o;c0B(mvbcZ=&<7c+)3m*M2*;_S=K7 z>Q`aaR=)6-tmWgk>&vd+JbfLO(et)`-?ZhzglC)EOytd${0w!zcO@(T$}0OhTbbFl$pXTauL)uB-t9>3NozC7HvB;NFi@0xFJYku7~ zRGa;HInUnKdGN7r?}N*GcDKqsV}MT0X@ynidvWt-+Gl(GPISHna_;JH$5#JxKjUL| zyqM$bDo7(Ge)q2H*FMO;IW6S-I{!rdCD5p8xFAHc=u5lR9^VsPcg2T3IlKDXv4C$6 zLaSeeg8GnQEmh!Q7~ZN-=AOE`E0B?~wJ`|9@>zpV&fwKs6pzZlz_GPfP4 zYIPO@GRv~}^if^RGDmc};*r-H|V<*ux}HSzz-(61_0r1A4S`t)R+uLIS;BaDHlJ({-`Dcr{$}lL8^9yQ1#Af~Uu~Pi z{wMILz*&os1-p3|c_m)heqq|l$dLI zZ2k9gv%k9o^NZT|%%ZcJ!~4v6GnTNKL^03mm-?_w zn_c-I+l8sjSEn-1CVw|&8Yk(lSSqt(sfp&D3 z_>X!1V)8RPu6M!IArd@VmXZsb06_8p|dypH?U*>}wo`{UX{ z8YX;kygU;$TsEuj=9jMlr5eqJ(*xLkwJ1*mHQ-YP-j#qG@RD1s@3JSq{UiKKZT92u z9!V_lS>fEBo+}pdUfg23t~HS(hh^{e+6CJR1>TiHcM$Ymn0M7qV!K5{w9JZVnGQzK zWUxu>i)rDr&1&UqR#&Lsx-RaWal}E|@$Dmrw~rKT)*l|OZY`f@t=?d zUK3$0Sj&n(OYfSlnfDi5lE2exQ@I1YtU_4ruX>N$8K+&5TXl?4TZE{;z|eX|AJnJ#p5b>MZtL;cs94x8nC5iQfJ% z=J|eR?ZO?N8|AOKZvw3`$(6Fbe&*e-ui+lB?t1PL*~*;?_q@cog6hL2{0e8SygYSr zZ5RKGQxjjEn)u2KnlNWS>)F2KR&4o>E*tPvC+osZMLBlb9n+_^Hkr&9UGg*3aSN-h zyZK?kUC#NH=`Rm2`|;4(Roy#$wpoGr&FQRc`}rP13Y%8}r!Bc&S3(=hRvB5vCRvy7 zhZ*0LdF}8%Pk!aC6!18t?}EK=Z-26X0hv-*%{;f+lB*2b0lVtBdG_Lsv+MR0^>I{=7(2>vs>*h5)nzC3F(kFFSBr8Z1K1CG}tD;lb3ETi(p@6 z;XCW0-d+9euiwl!`3H{hb^IX(eN7MG&0Ut~87#}|?Y^WGzhRzh1JZVbUCZL_3hh0U zue{rJ{QhC^DB)}7tFsp`Fo(5w-PZCStNCSJpg#NY_n<7ho7vzQ*xXwxbG$R}Pust% z0$kUJvuoMKXKv(k1rOvd<8xNE&3?gNy}J4P9JBAG8&j>b#T?=pa)5NwfYOy!Y$D)g@;?er{UAKRZc&#;heTvo3FIy>EMG-NT0~VYc0Q z0fe&8pG^u{x=jp0(=8v2eXUyAkX}6Ps?a#?#+=167gHBZxb-Fa! z{zkOoo_Sj=|>bYID300Gpt@dqZEz>plwRGuxs54(eoH-BV%x!#Im#JqP z$6vJXPTypCr4ihEZME7^vNiL|*F*2D4*v=UPxF3h1a*Ofp$=Jl=WY~dZGO1p9ml4aP|EU&OH41ZEH+uaR2)0SKr=lUJ>JL zk{BtS7Cd$I3+ZTIu$FR-U%OSDwqp7_6Hon-L!zTC@u(s0)uWA2EmH$tE_3n>Feq8^Sv(NuO6m5$R zEwZt{{A;0ne7|8%;#tf7@WYj^LA-}6TPOaqJA7E%_I_CD^tkgU-=625cjrnu@5MQ3 zxpS8Ncb}Kj_cU?)l*_QyP5b7Fb3QfP-4@AD4QghOL*F3E^ zJIXKq$^3*BV=A=Q&)7Q<5Q>aIA(nuWwdX66g7MDDt^ z<#=fJ-F1nk_rR@obN0OpUtQ|^<6l~LvZiv|pU)ZV&%NG~fByNitx}QaN-viuU%j%A zyY6%D?^zOIOH1lr)~?<4sQTfL&(S%tp}GG*&)rh>d+F^^m)Y$%CD>ohFEqR{mK6M{W`hNrz`uP$4~vA`t0`O^~aS$ zcD_3IKV#NGecQd&drq&k+&}YL^8NnWZ+Go%{v~fZcXoTJ`M2lcH)pqN@|>OhI;ZFL z7vXUA*@yX`@s`d-^qu&hm0e$Jf7=e+!O!L>oeP>jS#n-#l3ljP1FNZR8S6G1uDfjS zm9oil+VMLVd7my^H#xU*;mcRs?xgGg*sn8j*RlU^K9{guY1e7{X+JxumgP1iCLT*I zJbOK-hvV!1NI$dV{4!cjpq`<$qw9*hMe7Qh_A3U({&aPi-`C(aLDleodT>sQK{B+` zHdWd$TejHX@1)C<&wku+IddlO+-ZeGk0xXc-c&PmBmeP?178&#LQ3n-h1XPX5(Ghw;7Bs^ZoUY-LLoa z*ShLh?O*q2?6a-C_GqhD==Jc}`-d)h?>@fz^Q~>GW^Gn4y>GT*%D=|umA5|c`g*7A z>e8CcyRKg7$!9e@cX_?L^-UR>3g@}$&NVMVOEyZjX0oqNuh|*9y-w{2Wazmr;Ay6N z+#B#xcmCfG*%yCN&MdZ@EV!Jv$^UbIfJZa$IxgRKx$lpE)movu zrp{OSL$Ckj-~NRK{Lm#oV_mmMU!VMO*}v6~Q;Ku=zb->0YSz_vOP{Mt+dvXE|JP-nI|`w# z@~;bPtzR4~uUctyQ^r2@#hr65bDlz$qy}%8)hR1+hPmd_M9{jT3oGBIyfpVMpCwnm z(t1aJvBl)T>HmUiHd+32-MswIg%Zd*!sp-feylyipnsc}efqhFJ|Qt`T6%9!yq9Bp zw(&<|!Uhl__n4nq`qJ#fK5pNB&i}6t>OfvLfb?;)F7IocdPXPUaLK~u%nyD9cg|dK zWQ+2C`+t#E|01pb{apO`|1*urg;V}POZFzwYmvXLkIs zzijHFzDs<6{O^DBoxA(amgiezpRU*0XB)Tw+TB;bu3x^t`cBCW_U|)3u6z5+#3VF$ zX)(WsrtSTCk6#}Dta|st(_MS_%G7M0ax%hef7*+b;vA0Z9sItK2IZ{H^^1N@XU*CX zP;bSc<)oUrXp#}{ElH=!0*jnC?|43*Y(CunMNM(?#0mfYtvvax;?K&Kl$Vh3oGn&= z)WD&n(Lpw45uZ^Y`%JgDAGG~>+k5ZI{_~$FWw#~Y*dSV2Xm7#n9KQDXplTAdGVhj% ze^0#FitPW7PhV#I_hWmA%C-=dZBq+Q?6YNSfAe4TK)!Cy<%fp%)yn_e-}hveL%XhKzMR)Z4GwVd zU)o?P*2HyW8rP9+g8!QK+lK85`Vy@ht63GdCn)EBTIjZ8eA^P(qmwTFTm16yvKu^E z?4Vjl@}t+qy}CA`0hTv{z-U)xPx*Y2R`Qbrowqcz%4w8U2_u`a_HE*B0H4 zmC(9wS752`Jc)aaeB!35pk<1?5Br-cdhgHNb@|H<@4FjoFSo3{*z!+4bCac9wAJB_ zOJ_|0Pf?pKp6~GS>AkSF_{ldxi>$1-T@l*!W%e>_-~QcKWN(|Z-jHIw(ZrPV(&X4Q zEeFJIi$hzb->j3~-*60En#{J|82M}Zvil}?Gpp__efMDB&%M`v*ydZR&3=4vX(!3k5Ct9QPciBt7%a8R+*}waq-RgFB>w;%di#C8mr6O!u zR^QUqzQL`Zt}!UQ*-4pV;{FAR)yZxO$FH^YZ^k%px zmd`E7wF5Q1^8Xc~dQEckIf>1DJ(2ELF4dbIZT3!oxDm2<>EPk2{dd+y?>`1vAT)db zojxt&X?2%NmcJ~VzN`6n+J39#{d>x0=Jc^oKR5sNioZ$V9_iVJzQg-;|GU2Q1WnxE zmDk%EkL0_v@ulA`o_es}%4+x8#s9kC!vYWWW6Q4Vt}_4+4d0d56ODjtV*h^Duk@H- zX~J@=ED(wS50SiboBCmPb{N;Oj?y}>tulnB3p8M)eaQ{KS z(kp%&zkq`9iXSKlR}~6PW_0@>`5C-y`rZ3!w>05CO8%X;+$wpw)rMf%tstZWt_@2U zziRSMUA+F!#`;U!x5mD_dtY~IFx+j&zxn!=y7~QFJ?Z4Likz3cn`GzK90T{UgPXsv zmSCt0r~-FJzn6R86+ue9#ldq6ga3JcnSA!+jZ2xykip8!SC_?d?PHx8tN#DPTyQ(B zynaWB-$r=yy<={9RnqcleiS&&Pp#}br3oA5Rz0v!Hzu?jyd23s=GC$YXi#MJ=hhVm z-`ug1?@q|FJgs2!qnE%Xh50JJ{`$f@GSzLhI;u1txaUI5Bo zyA-+5i8~nVUQ5>6%GP z%0txlJzW3F!)t1!*RB6qY@hr>h2*YV^qs*}p%B&%L{2ijU#fMX!9XrY}46pe#j;%ScpoW*11%^{Vfx zsshcKLRmVy76ko!xng?4Mu?uBBECp^GPF){DYq_Dat-#W^$b0K3M4sURdLmF&qR&D z`#VH@UAw@NdskEif1SC~V4Li$E+*eZ-cwqow%bH}H*S;8-5vaOLYBv_KTiKL`>T)7 z`Eu*upU`x3z0_bIn5G@Fv%8vn6I<2?U2pcj8L}j&Yo&E4|H^A2k>^i|?40}M(0_Ct z+aNkpAAqdclBacP7bM)Qe#I&9yfS^cMEu|L^;Wy{HD@Kga=kix)p?)Rjc+f6i14Uu znTTr6>S9sYn{m5$+ufB_9;Q1EW>5HW`ISfGFRi_9eS_Qi((EIf zxc@_voF6>-+$by2I+^=NbgtJFKUJ^g5wH-CsBKvE=dxJxwI{c`Gmu;aRr9cMF@W!|B~jNvO^N6vht2@CJX31^r6 zx$IakkOZ-)SaUv7aQ_Gqs^RM26}5ET`i*qMYLP<(m!!R}`JoDmC3U^O5GYvcPydR5g$2*PC#US!hRuNF3-$86Wfid0C(5?{aB$=U%{zZH zr|y!AiL#lhIWOsz-&N;T=dxN9d06A8Knn-y>5mYxdz;TcwQ+et{1R~CuxX!sv)bdT+I$xR?xLl`fVjB4M~(P)A_$;tCT-yd+1{Ck0D6Daoc`4*m9FV zJSe!UD%66_SH8Nqw8CpeX36s|`&gO0{{>#{a;8 zslW2oay`}%kbm~X-B#B>b9B-C-81|2R6~6JE`gN|7vFM(E?fN|Y~}0cda5C7-a-QG zZG$eib5C>h^fxQMf|6;e<|0_?nc5s}AS*bN8MAU25j9nM! zfigmG^QMxY%ik{I&(a5rbE$^HOZr{1E47+J9(q62D%~oazi>&{%Gn`bUjzlIUJ+sY zzHY~xqX{?WeQ5_5KCxb_;Dt|#bxU zuFzr%c_?u}DD|r}_n}{@(xlKxxG! zt7joWM-MK2ySvVwSabe#wIu|3Z&%*9%2T3clvMY&U2|?AYWbn;*Ms z-;%EFdZD1;E3KNk&Sc4oKG7*`wmW!2JVW{Qm_wlzf6Q&(bt|l*1VTJx!J>DUtYV+u zsI^k#-$5X+JKz z&7DvI%5-e2maKB0-lzpBt9sVGce~zw(KSG|wD!GGfNH3%p>cpKsMyh-!YKaCtv{A+ z)xTAnt3euIO_IA8de`09#yQ=1ebDvAryZt-e0^aA(X&D-?MGzfRRiy4xtL=sK@Kj2 z+QXCghRwX|psSy1sjZ>0pX=?s5Kx7D^;PPPg2e874vf137N52dMGmxJ^Ib{7g?GxU zrtaETD!F{oE45JDT|L2`q0L?VKQ8ATJS^?^@&c0m;F|y9*}E@JDZdAW+Wp;Y7Im$H zmQ^e4qUt=FO}nGS+4xL%@q`2-YH+vhC5xkvyii&(Y1h7T$rY1U&6_E?V$mzb(B~nl zn@yIi;M+I>BX%rzEMpE$6Kr1XFf~y$G|2Us&+WV|Z$ZWN!PT(}5B=R&cPTD)?p?PK zJpQ@&N~e*1m6wyf+gXzj4~GIJk7dsepi^SD>Y0^X*10WrwMO z3r-2l`y9RM*R`b!y0(HenMR$R@pOJ)V6)b@!=RSJc0EK&HP|J)!iXtEaZN0!RA|z2 zPJmSlahdwOH~HD77il?LPF*+$srGps;#Qz#(^E2am)8v5ry)MDw6j1f_M!jt6=hQ< z^V#kKl_Bt!kK6XgA#Mz^i!Hzg>8}D8J(g1gk`L`ow}0TTA13=!9aQwJFcJwtDtZ>2 z;s{6;Sz*ND`ghu@x;LAev>+{#2khV1-7(+Gla|H>4j<$a+hMBU0xtffD2R6sbFEsj zEBNb#RhxfZUN=#Nd%K{;Qb&Hhry*@cTJU!BoxWhngDZO;g|vx=1bzjVrNM?@C#(uS zS|DGL_^aVfu+^6rpkmK|6+B&owG=e33w;GDF^#4K8Md{p26RxPg4wm}z zAjmIOV>zN~$hP)NWnF$~?booCs}H8W@?MoyFca*y;#Y6XcNon6a@^kAa_Z7Ks7256 zO-;cMt>!@N*#xsE{mQ>vmnPUK&4Sva3Ad;9;9HBSQ_~-4`lV(%iU!9AU2XQZ6bofF)jD-Cu{364C4S~C=CXd5{KK)K>N*>@hP;cP#qYqIU%|*dhaIl-K&F8k!0cb%H2?ddE@P(WCu+pq9(>r_aVn?;hBlkqwljx@HE6ANn7ULnbXr)5 zVd-Mq_aU|m(xfk_36JA$pgd_XHHCDtLStg8<3Yp%ZXb@KGJe-}fVz>K!~zoyu~ z%&43ych9GN`X=Pc?nBv{Q(R%K#dowyYd;5t9lZr9tV}Jo#UUAitW&b@op3~-ZPF?6}cCw2)Zo>%v#^2x-yC!#hHBA&9W zDdGyVWa_Q+4!ye@+@#;~Rx$MT+<*JDW$s0l)^(P=c(`=OslXU`k#P9-LoM}k*>H#; zxS=$A`XjBI#Ua)Y>kqvDB**-H3ZLzsDdC2QGOlg=MpQxS+DxDQ#Oxp9&$`|`}q1y2@DYnXRwVf%C? zZKOuRhq4o=I8$1qt=0xzFV}YsgBBt$c0Tj{^-lD}Dv{Xr?=&_Qi9}ji=wixf_OSYY?q{hY8&R)yx4B9SO04_!FLnekKvA_(=+mPxkm))hax z?uY(geMqX$N!xuPatu{iXFO%ua%jEQ>MLJA2yOYY2$p!PYk78++_?CSt1n2~edW}} zSKujuZ~glfQ^l`v@s~v|UDtL!IP2&waMi$Ewav5st!Q74uwJwEQfJ=v%WohT3VUR? zePW7!XeP4yN@(6w&28Yc4GIT4y;+vr?opfcCVUZzuIyTCb2JRz!~$s&dasf5RCC)W z7Cl%u*WrBHhNp81uI!d>yaSHcZAnO-ll=Czdk%!{Sp7(=bgRsT;GCzKGeyCDp|joV z>ZeZMEAiLzLU7ho&8?rNAj0lN*_Bh=Sx-f`ep({)a(l?vv)(I3vv&u7ZJ76Vfsnh! zrn57u=Yo<$5OOSi0BdS(|Gg&Yda?1+uz3@f_inqJdE0rF8B3|g#FC2FhAS*;uy6DQwQ#?*lb9Pn-%)fn`}Ock_}HS{x})MK^JYL>hhtrM;|@nN<$w5573!^-oWF zquKu{e5QLE(Q}g)M@nnE;QFBJhrK6;E;!M(6&!l!o*w+bwc_d3&M5US3)`kEt#+6w z8Vu`u=C`kDatPZo_k>od?Vc@{x`MT5<6efGP`Tvev^@c#t9=pMZ!{wa~H zr`9l~A}4c@9@e8^!CKGIM&gTPZCumj6xOJ;+TrvXXjk9ieArxvFN(6)R?F`4dwJooH?l>c zeEDx?go@;_U+xcml~pnG7pP@xy2ruQR8$aVr; z6m3EjMY|V;YjCu0l?+z^XF;RY9y5`W!|^qX62bxvS9{#Jn7{JX?&(I_*C62?SFbPB zCv)}Xgyo_eE2|vN+r8rFIyCX_B$3TsQzBhYtwD;W!?z7rYs?VcC%Z1_ z`uVt1Yn0Y*hV;TR52~J&FG#!=wPntwM^`^!vFePL7R3JURkK6Bf|DKJE9VpJfApl; zqdmF0<>I~8BH8r#cHnA_6`>(lw1TpZUYQ>9^{w|xPy=e&ihi4k;%Qx8+J2cA4|{J6 zU2+3fl8d%&KO7dAuzJM?upqdBd)Ry9)HjxVetr}Be${NNs$KBm1>>>@$R*JM*&SU> zF%PYeX_eX@*mA9FrF3Zd%2$l^-_1ei;txxHJbaqro_XGh#zHtv^eWpe~YXMy8hVvXQ&cS)?)CWR%XCE9o{-a z*S!qf-EwiK)+5E#;oBcqtNaKJ`lA(CHf$!((DGZK6|ZhP7Tm9&cVb=kD|1 zz~0r^4~wL!k7rxgO=aEh)fJz5YQ53gJxP#}28Z)?0lO7tyLFqF{+jt|wa-uF)=C3d z%b}^(tFL@zxcs#V*8aN5d+n9Cdzs&R{h6BkPfY=t2ycGXfc2aLTQdV(6xr^Z5`S`D z?X?Q$e|plw^S&2(b<4$fAxF{U+YeXkd=Qlj+UphDuYWXrW?1}2aLu`O-|rWDZ!T3n zzQp|0Ns;)}uJuMo!{M!!eX{#bF~z60f(2_mLqS@7Y?nx}ALsNsJV|`-?&4)Xw1R6; zi`V$n#`PcOd!bJS^%1vwS6PShuVmXA@rqe5=cAi^&m_&gr>4ZEdaZ|hslvKy zD(lmeU2&;Vb>O`I;nLZgk)URW>)*=wZ|@dqO8KWjoQCLRGQRr|D)xh`J0fi5>)+EK zX+wsU*}uq4iWAY2xu)Zpe_{gBfw%XT^CxDRG)_6~-Tp5xGW#%!Aq@;RST{^%J#fe+ zb?UBtjW16f^kEc(G^Ki_RU!@vZax~`49>F+Q#B7Dl0&prLnzCEQ(Ot6TpPGpBj8cH z+O$yq!)~7qQV!y$)^j}#M;ht;`1VJr;2*B@rg2Nxsl9M|4GKNbG>F6bYp;2BIsCoa z)IG~T^CBo?F8l*8^^R?S9PU~mr&AQMblvgkpR_?kijTd2PJL6kg?0a*SVQsJBTftd ztO}?@j;H&5@uCOUZ@5r0b(dWHsr55j4r^TRUNHR~w|m^Brfy?Dko!=Auf`e_5L#RbqEYqGapI3l8N9#A zu&e*}ayJXiXN%D|s5K=))N2DgMbua~g|ZwxWGoiG^7Y51EZv|+(T|`e)#^UZgRj^v zd{#bQt)AhvflD<4Dfk%QafAu7aLcEFa+B~mM1^a;xLjmvpUJ8R8em&Mx?rP<`(zJl zeNwP<1shfC8LF589x0YutapL2*}tOgh^B5;h30;wLWn2-`1-B~;jSN7J8^FS4KB;Y z?P{2?)pkkNX4y064<(*$QolV9)C&Ey+UX~}zL2=Tt^U=1#(%%`|8giFWMbwsJYnJb z`I>b8-r}DJ&aDlUm%6ZN$%HFGbp{Uu{!c#s-DtY~&YHrX&psJXEj-|B|A6W5inAr* zB`*ZiLnCAEImq=`Fh}30G+FgYR@X9O&Q`wP}#1KKDUvdcK~0uq6APZ_Ig5 z8?Q}R+IcNL5%Gbb~>^y-U#KKgX_X}Z?q zj@@-f=E@WviF2V6U~C@FS<{&pD@%iYYKn{=)pxLA^VH6mdpq_N|2)vmKWkpYQOWgw0&d-M`Nxhs$n|Xh!MZ=|){8E~ zIQ~6fBBvK0X|Bt^J6Ct3#h;t~pMGwbaY_7clE)D{l|?+9E}0J`T39B=!wg%md0Szk zcxbX^g6}`hX^tK)azZ>SAL=V83hoyd`Z!xruwG1PC4Z-iGt)z9s}he5Ohyyf6&<7A z@A=BO$+xQ8b;FJ&`x_U!wzD)BDDXQe)f%f@`VOJaJ1KovoS5pNu->_ykJIhVjy;8y z?3DsSO*>{B2hA6HeHuNbEcu@8G0VudnjS+*#?rj*6GOkZT)@kzL7) z2??QDd%hlvejj7Ep?I;^9s2`GbAuPi=`>GBSi}Fs(W4{&gZ9s|s+5jv$A9r0&h6KG zYQE5|%6n4H+ylCDC(E?|3)L9t-9D;!?p1E9{M`fBy}g!hc5G1<;?~sxVcf&e>6^8bZ@2Kh8HUgxqGD!uUzp4h&w`v8T>$mTc`=GTTqKmTj8ji3m9(nV3`YAF?&~S)@C!<}fQ&>aa>n zVGcJw5#qIRn;U~&ME>3V-s`T29lQPJlhLfSlxBfsJ>8zU>xE~XzP#Y&%jFZl2v=U} z;*&LbbAdrGKjz-fnua%DBBxh;^viu$lB8~xX7R^FrtXydhto^fFFgNs>YlV+9@+X& zx93)^?4KPZ7T#WNaMq*#tanoFwJVvKD}QpX3#cvmUwZGW+Lf3KTYKx5TW)yCxN0JU zsQe6VtCAB14X2*)K5;xz(4b|#-n^$x{ZLYN+Jc9j8+ekAeV*~~PsqQf_+@NfXOATR zoK;Y8`-k_>>EDiQSh;NTNsH`{k!7pd?)|#8cCBXb_uOq49h?72#eL;H(;D+i-stjz zmx^m93W(kR6js0!ln^%WM0Eb1ujiuW6>hKbPB?JsTf{LT*DWs=JQTQAz@c4#P(R&^ z%k-|tvSnLe>8$qt={r|Cd2T|`+=5M;1CR3r+>D5y<+WmGT`g~ssrV&F=8A1sqSr2w zdA+|k(XyaFv-ijrx8$h9UUH6dHgh5_DnkmixyL`-*c}MUFWRH+w}GdrEjjA2;o3i} z_c><$IJ}_Ko_E%d`%TN(ce*vj{L$97D!H)1%IjX$XM_JA?fLTA=J&_|etCWbN>eJ09 zuqz&p-0)`4zBs-hse?_y2RB$9H0qE%*TkECknKj^+4{diuRbrZ(@>VXU!b{v?P1AR zR{}q6TJcyeKQ%ta=j+DjHC&mIOz#>$uV7PLvPWchOUkS4?K6#}Zck3o_B6;lx~a)| z`N3%m?uqB`Ev$V0iLt0BOHnm0cJD^hMH^*UqWPM1*$;kV-@`BYVL!LzhW-4K86VzG zcty&GWVV6V_gJzt?~ou%KK8V z$d#Qp{ou6C2|u~(w(6h!I`!C-Z@C^%-%S4$-o1Xkv8t|~e%+T6rv3S$yi5IdE~_oS z6v6+;Y^$W&HE+*t`>cG66K-!#(2g{ir?ai;@T(aQb!MEDKG9s+wmIQu+U7Z|(dU|U(+^(zZ;%R$nSSM=vbIK(R*0w|U$|f}DcHHLC zdY|{y-0XH(*>mr+4YK>vZBOlQd9^-#vhTNbZ)aKZ&XQw}?ri*6xPOr|JMZxW(~=X^ zK>23f`>y6nx0u*d&0FiIB`2IV-0)Q5Mw;1qo_kx3XQ!8N^8UDg-uUPKv&Ob;+k}{v zbK(vf&PcalOZ#-p`u@(Egy&!5B+nQ#F<(EvN3VT@40Ci}qwetoVg?4jf%;G9FI(|H z$?aEV*WVYfXD+=VV7%`50lt2lK*PrtY-KXc#xOs=XY=uoSQFSTI5**<;bRN-vN_Dw z4|eTrbEtjDf3bbZH?do<8b5z^h5P+e|EFrX$0r}KnqT<+p8L<&4Yw1V zSNzvg)%ko~?Rs&7x}`yw>e>eqM|kdcHGnhDr^dOzjUra)=xp03`@(-pUva{5%MFiZ zZZNX1<8=AWxN;wP-;Cw@Bjl=;aLvn78HtoAP3u#P-9yUlY=!?CXlH#`M;yp_Pkt+eq5So8L6 zM(x@SH)bjF8A^KSnG&a_MLb^0@@L;Sjrz0h(*k0Ao3jIc*{t7PWXn}1#F{+u7$~IQ9La%IY?T`p zmoL{jbc%o4FKe(Bec)p5s`*2q+cR#hpUZjW)j9924`zN|`^ToZZp(fhvu*tDUvt;7 z-KkmjGIPUZlN*^*Z!CDzK5_rP9(Xv@U^4%N*TOM}6CQ2|vlRf>vWF9nCvIq7boZO+ z&fNO~zQ6lgo^F|*_28B9_P6{SbzWxc?(36Wu-kNc=F_Tcw_}7uVg(xi9#45?Dmwpl zboos2*FWd6ReLsnbiT*MCu=A_ zQ-tW5`F;uYze_$vxc)i2eDeFu4bx2|{GY@gH0+S{YmR)~d)j(B{{&}=B?mvfT4Z(Q zDa&bv6bqhjGHlf?>%V22=4PtSOFLL}+1r$3-;XlCDJOFem;Cuts9k@%bL%kN-uvxqKNxo?;f_ed;H+M#|ixwJFfg(x=hA&D`zwB`UCrBSnby_WR>=b-m^a0 z?bqwY>!lWF#%u4D40)aSzf@{-?%I0ZM?1c}<}gU9l6j-bckE~zxTz=ehV#PR3UFuJinyhcU(7a1m{|d8^tnj7G{0Vbz(O85$mM<_PwyworXudIeqz?ZDoSjC2n|b zFyo~D1a`y2iJ(X?mIb;{eMZL`H<)r(w0^^TwTD?6wgLA^k&nsRQZkTQ%@x3bg zprJ>zC12WF^LtgG#zXGhW9*u}341HIi1$7RyU~(w+WrUO+TS95v~QhRc(w5Lia=|Z zD;gQQk52iO)e#+W_tyN{F4OtE@kbvv_fM7MZhk%I`YF##pSIr1lrpyE`6k4c9Qgp0 zDP-8H`I;eBE1$gIrwzJOMdl<(w(z7MoVPjQCv%sB$0s%nok$q#m3%oz)oJWa4X{`tQ@Lq;t*f z!tMv>ElxNexS@U1-R(bl8XlDY?Afyae0qaVz4iQ;jvJ;cNW_PS7rdBS2-eJ8DPSbS za{65N;r^ZS6<7$=Lj#sC zX4_W1fb+uQ{|9Usn>KLTa`R1Mtv=htym06Koqw1j&ztywdJ{3~b$<&cg+Kq3z<>Tg zV8H_oivkfDhPS(Z?a*AO7S?;2r;Lj)V#n>WMS4qZ=j@BS9D2o}IpDL(^xJCY=kx^o zb84sDXSpsHP+I1d>i5;jzo}W}pyT8R4gv4;CzxJM21ned#<{lzuL@7IN~m}}7Zj%M z2OAeZU`R2)R-&w98fm^ZCsn|xqc3~e#Y0E0maXI|^W^SmO7^-q-{+UIZWyY8z(mFP+Wm@gr zR{Y?AWx)fPh<^>=fAaje|J?Y(gIv4j`Uk&%`hczek(%w=-Y4ah4eih~+WX0WzkWZ zX1I8@;(~*}XLRbMExW(fxxcab$bpEKO^ck5^Bh0W2yIFEC2siP5Epy)8=Iy9Nc6!0 z!vYTp=EsNk9x%7Q!@Ya9>^s(d=;+dEpmB z&xn2B?p{zlXqf+ChIzpm=?vR->sB)Tza5));D6b7_Ba1$Uo~8Ke2-(&y#9jG!l#EGP3u{|NIk0LOu-3h%O_L! zKd61F_T#?YtONhQU2OSV|M{Xw^)YGH$48m#!%JSwc-UiJbnG-Z^}PLHBWv{NRhN5E zK~t)L5yX0fdqG)8wsf^#(bD<)D(b^=vp!SJxLZaOS3@DG-M zGU~TJzY}-n&E_}$+dmuX&oxz`T9dC*xqT0~K)UmZ1r(I87FP=x$$WAH zO9*-wzP1sL$^2e+`-V?DkHbTuy`{RY8@K6pUQlcf*r6LAU1QB~P@iL>e68)h8FPYG z)-TYloVDE8_Hpl|kB`jnipu;-4tj!!uE<=$?~UQ%`GtG=REv&DTR!fc^U-b1-BQ!9 zre@PGZ2KZx1tvEn#HYPl&lzxb z%X9x_a!l@=jfMu`B3}U9yPNP(AfoKu)lYx;H&_T4s99ZHl-%b0;Dlm9$kDAjwmUl%n>aM)Y97-yEqWy%waZ<0c%5U-nJlKAd=ga@IIci@; zEIhe-e%q{l5ukYZiTHH$38g0tejYeCSu)38U+3#Hxqt^pGz%VySQK*2X<(9`KPjI> zb=&0WU$TXNy`J;1X61g}E8m|pva!|Aop`Hl9q+R(r?mbi3jHZ{TJ>_$>h~YNs;;(U zUH;SOm0`go35!ggIUHSo&ps9Zw!XP7IYCYS)uXF%@$w0o?eku@s1@?ev0(F)VOC#p zH@Eu1k6H7s1?E=Y;$6gMk^4I%VNdza+ROt}&9;B~9d;&gepUSQ=TbI~UoQT=p0Va; zsB^(7((>ANA8hzUrNxAy@0TxreiP8T&!cri4G~@dpiOWLj{*yMU&y5;pT# zp2oguc%{nMB+P!WvpL}>_dY?BckPak>!eKH?PvA%ZF(1(x8zS={{HsLxC#dBs@F%rRe!!wq z@gX%j;uW{0U7i019+1!x&jO}Tx60CUn{OJ4PK}Q}wSP*)Vuf8xWp}68?&G<;s;*_@L2apJ5}O7)qg)+_R6zhl8S`=qqQ$CI3D&ac%%YpKX1OJ z_Lq6Rp7ft{<=`ebi@IOaQ~ni>!8Nt+EB{Z-GFxoN8M~^{FkZ4?)3S5Mg6Cs*PuDi*~;b1XTh*)OhL`tmo!1rTb;F8#2$fIPu1%{`xulgJ=5p zDV$ipOnUxPIp%cmU`vy;_=S|dMq@^31Up6$g`(d$;%>UliX#fAcTsY>! z_W6Fc?B^yir=M*!etux)f?ML#&A}tKWrF@6ejMn|pPyKAp@3(OCEGa}=F{>YPT#yB zbbikCEmzo2Dx@8VZ{O@^T>5N<^X$_J%Nn`v&(i(9&G$o4@EaSAHirFcHy1}+UETEQ z$zPk4D!w_YUPqam!L^9!L7#gLaxFZdB5qq?Q=jC)#?4l4kHBp^P~@ME4|vY_yg72( z6t74&?>`6giZa{XuW2sZx8V1|iE$6&gHGvv*}~w{zcBNyx=naTHxU)%+~$jB4y6M36+anU40*F>?jb4Vc2`A2UNr# z`)HnVV1J9%^s6Uy@(Od^J@=keGU3pazPuoA)%x_pb4}joo4QjDx^8}OC=y<8q#xY$ zIfH#Qf6LLWy?Uh=3M67Ic=Tl0#2eP1bd^q8$1J@k&arMKTQA#h)w;j#k~Q`W)y)Ss z+MRAXyHg_O;Af5f#of7#F`F02{8l(N<7H;SL=%bW7uUSFV0gH{DH+z|sW$e=Y&p73 z%1zdI4x6}NGxzd?tXVbPf33FNvV8sO$U;TlU$^DjzHUmk7D(S9Ep;QiDp1}>@yD-2 zTO~>-yje&LG#rq zt%n~RN-TJ2u!CVu?e7Anh~M8Hwpg?6ueCVXckq6##aELZ9#TF3mw~FV0x58AyHFsd zW9?tKA!(_HlnmSIZQRQbwqAa4D6@d^SJvz9+z%V)?hxL5%j|g&Z`L}QSF?S$?bKP@ z+b4D4;LYp**Vf+tCG(|Oc-DpcX6A-V_sw99K5=+u`$5-32`cX3v;_)QP}*XC^2_0x zPDEU6!H$#Xz=PFdF&5l<4RNn;{GN~$eI!EOD#D^-C0p7`-&=+WraW^FZrT|A^ER8g z9ZT?~p!+-7;^!X7KO7W)Ryx_FY-3%Nb8wYNj0)GWwJX7maE%!!A$7;@i<#CRJ{#3N zx7;WU8Y&m>YvK-h@Tui-5O3C`iQ?~X{o{SR=9{A%v(ApUssFbg4_vqYLYV$n{Rk%; zKTyYABxb>?u*DA!1#Xy7>gu9sQ2rP^9{T9RBl{1pZautYm14oEH-|;suZerXt?&M7 z8k}{%Qw~jfT<)*-q5kv9E0Z5E8H7%LaL5yy&{}xZ4{rJ_!q%R^(XE@eA!2EPPz=Nb zg{_*E;ZAeei#YN&T#)}`CUSk=a?NW;Di5mGZvQlU*7~gs-gdfSS6|uPia&g6`(*vk zN!}fot2!=CexT%O@b2(lP$EzVmk^*K#Z8~BYWZi(JFw^4rrZb; za;%HI`k&SJx4u$_2nQQG8}HP3h1Kc8Q$f|U`*QR4hSlE9yRiKT|0{pl^Qm5Yu3`6E=VPZP1d2$=Sf#u;ClCTI z43{3bP$>}->*?*hp6gtL>v5i?2ZH2|@B~~pf64Rf{!-%?_0!L3{QrJQa`O(mv^hPJ zu8jv5CbxyL1cS$wr!YA`uarF6v*3VcV(uNzX^v+CxOAR6o_WBx&t`7mKd>3gjBh-+ z{j%qM^Rd$lz?Nrduul8*;HHbF!BqYUldUvfFt67Wi;1miN)<2`Ve+mNFfQ=AeY=Fs ztLgqS;{zr4ml{V1{<&MC_C--R<%9+Y51*{j7a0pJ$i!_9yZ4`^%ItqHsmL~WEaZte z)!gB@$ghDqU1KC1Wo=VHi-?~ro8br>n3h^@%OLZRfQvacBpRAmDpTdA#!8wA2ZS5V5#6+ z^QLfV+nmbxx!tHgebTG?9WSeLH!rbEo75x8+PKvD>PtslspGv`#*gp)|MUXe?)=Qq-qT^WhW=?@@1Tu^kD+%Sb*(OD7{ z5z#Ye@=1DjF1CvZh+ce&7@PpHEBY`ejcqTUEMcht`Xrf75t32_A<%S1S&+i569$eVj^N?l6R`6O8 z2FqgywT1uL?6usmg~zE)IN>nohDNKqk-L8Cr!+`>uK5|pTe0tt#($IeV>4a~ZkWh% zBZDQ!g2`-)z>ID8Dqe$DsKnL(RLDqCEVwY6*&EcYU^0_oly=$j_2iSy+_|m7aqpJC zE%nmcm%BpZ?V@j!c23=I_c7;;;n7=_weu1`-drqoWSe4x>Dvv?WT1vE+`&mGysj4C?00qz_@3%xzNOEWy=Q)b}1vc+Fj(W8JyrWzbuxm$hd+n0oj@W8G;Ppm@E^qkh20 z&Y{mUpNA)W`Xo^7uqhrE-0+a&2E(GY{O+@Ze9eOA=61>Zm~3iXuQ<6zCB<==bHhVWGR$dsv9H#s@&DV&oE`6Os|yP}es4FkiYZ5h(QFojv{Pbz zGP_k;hNQt;aLcJZ(MJm zJh{p_TRS;!Wj6iI_^osBSjS7o4HFq8!auKlaX}CoX@Z9tH@t~iult9gyZDvEePLaz zBnwcCgLEE{(nxstD=}wN=aP2|ZzgZ_)wr@%1E6SOD^2LmU zZ#AdQiV+Qe#cVLkrdRT|aDq0c!L<|XUIZ8>b1tbZtOVDXDdJ!3s(yTa#PB@QuR&M+ zz%=0m?ju{*X7YBQJlFp1szWQ!kJ~(xyH0v@&*`ytzQ61L6~A|R50mx>MTr{S_#br3 z&0?M1u_T?#{WrI<9|#i)`r{sdaiMY>bHZsx$Owr0a`BAASD&)p5A@r>qXd@N@Q3le zy5yJrvr`WIFPpTHW5#~VlVAQ^_xjg;GznCWeh^CV=79F2GN+t8v3m9UhgAz3pZ>UB z^e5Z$-_`@g-nT2yOx>nDi+6{}i%b7zC0V@o;oTDPe8xeQX3@i%%cY_pzV_v~yv_aR z?d;IG6N(JHV|?bEH?sY=Rp|etb$K8=3P2{Mf{W2@m%I2RcLuv$ahCz-t$$l({@hka4iMyZ@du+nXkL#!Y5a%uik4OIikD^U@_#?bbE;R2qquA`v z4<;j=*${nq(yhRm-mB|9eueOSk(PFf$>AzZ2|Bp;VgA$Ysz3Lr#P|5G)$?xWky8=( z-L!2g!}OHp?1!(Oev$0pMjG=qNMfuGK|J$V;s^^|L?_ZQ>{Y0^~pc3Gvem10||7Op^AX(!_FD!&V8s7p{ zreNQ1ZK!|kyv%OW8tq(p-@TkHzgDkKdu!Pyku}SzD)kU=yZ79jzmuZZJz0Cp!sX|5 zso16aCLS$IdTEnV^(R~P-&U#rQA`E(#XpZe1+PK+qixMEmhEMC;L$7RxV10XyZI#h z>UEFr7yGa#`}oPWZLJ}mtmf+brrh8COXv>Q+FNY%OAAU*sLV+_HEB_)DWlin6t=RZ z84Vlub?cUTt;+vj_wUk`&+*zn_1&Iv@tv*LeZJr4UIn;od}rrH8|9z*G9qUq&Vj_I zeUAU_{4cxySpD1cKlE?yKUtr9zJBeK{XYcLT-*C3&eekly(P}or#?^IuyOU48;i=+ z><=1sNPu;3+mM;|VP5PBlg0K%iQkK+U6h}x^C;f%w2!^dF1i0!C*2F>--yaoO-lU4 z{X1Oo@RPaabq#NFE~roQ^3J&bBjkj|xq8{>`};n}v)63lu)xg0yN{v z*8m$ot~@LF)kIk*udu@DK&P0j@f-$gzXsVU49le$HLw0DS?Q@Ix1vt7zBcw$qNnc8 z?{5PfWsN<0x_?{oAFRurzg*t8!q&8GGp8DR_@SDMOI|Z>n9LxdpT*i9clL<|L)s^{ zPYNj(4AbT=54^f#PgO0)QE*eA>5T<9XG;*DC*y z8Z8x-wMw%1UpnW%5qOp?Z2k$m53gRateG5t{O9_|f36q)d(E(YU#*_!|KHDre%!a4 zUf|r7Z#NyRy>!-pt8?|Tj$7c}p`EgO4LG}d>jF}qf(^AgSN~N1$J1%sZU$^D^_lyX zLDvvYa8GGc1K3d=jAt7S|9uR=ep;= z?h5dnE;Pa=K@qOlBj?lfPO3TnyWf@upJ%Ww#Feo^~|25>FF?!j)+2_|o zoyq?m>s)|d{+~K``}Ar)shzwVj_V&%k6?3zYHl*ue6{pX z>9rNl-rU}4kys$a_G|hk3wfsu_D9#kcJMx0te-J0Ir+jDjvJmVJ*!p2N?t5@$Ze{g*xsFNhRWS7%t2ScbIdF^3Yp$CyhzIr%IRKy_sK<;YLg{lKO$>-TW3r+@n~dZ zyq$6@@~&yttsoCs!wY*O?_4@poEfj?J4YztzHov*=Z4EHH$F2ZsO@*SCU_V;3zI6z zkWg9rRX*0e=Q+cTVum-C4Bt3nHuskDb$n&jSlzo$|Lu40b?*<{Jo@CeV}e%Ff%^&- zyn51JU4gQ1ziaGY|2}`|mhiO`yl2h3m{P;vu$SdPgv;(l&h0$x2j+z{K<07(wqKpx z!|u{!?F636e7=9)=lK4bZ)cl1|K!X2JgEPlaESZYv*wfES#EeU^@uWoy22lH6=v*# zgh6e*gpcv371r(L-@v6N*o~{6OiNiY{geL5?VtB#NzIuSaVX)oK*oou>r=C*n_bjc z^&#WG&e3BtUP^A5&Lbh;pl$J`dfRgz_>voI^9WN-oo&7ctTHTEzR56E^EKK!Twl*T z{nk3e(y%WTd#8WeZMCe_=Jql-v(zv5nfI^tpBa$!GwST3%aVKKqLo+cPFuUa;M!UH zjNfuh)trrc+YZcgPB^b<059wJ9pzJ#Vr*=d-jf9~yd5OZKf&y}L+0^}-AmU_y{O1+ zx_95(|F`>&h&v(`7mEwWZwp|V9NLlTA-#9^E(!kCz zyntt!dW|fjKx%0|5!}b2lGF}B6pN-#I&GAN+p?Ax%F?4eTIn|K2j(d!oEO~ihw*;Lj8BI<9RJVmIB2W9 zPuy^!`vFI#gcyd6i=16~K%?0m;L+?S7ProO#l=RyS)-&@z#?P8#3#eZzT)E4pKJbQ zF#Ox5bzdbq==Q>W4~n0K)lJTp%ihbW`IB|JoIUez71`q*FF6Y)ut>Z=2riBo`Q|{g zO;Emq{DTeMw>CUrIjxXn0g_-}vBNa?|NR$U))wiKD*GRNFI6%!+j7`*Q+LGW`q%$r z&*?_o+T~-bZhI;}`S#B^8Bm?W{lxLaglpFMwGA=vZ!t3R zO%fE3c>)^fH=e`5?$^M4<<7N=&fF01%-?SOX_5?ER@x@M>dxtH{^hpjWY4GS+1^{X z$7gL^@cZJw2(kSxxBWh8*6qtP`odu0!O#-{nU`!})@Oo@Vy)nku>bJt)#-MY;=b>U z)2sxOk5z((4#3($HPiG-UEbcc+ee#rtUu1`qk=dO-sIp@y2{ux7SoU{5enihTnnzGTr(NFMqzT@Kb+Z zIe4tJyMYG$nsPWgX!GUwm> zHAY{5n0x%`-jDzaTBnS7_#!KFD+||%oV}dvH+hclZ+v|Jz{h-sdse3{{vYLe6f@26 z{;v92hW5<=Rg#a*c=!!)5!u zDPQY@Iv4uMbu89@`rm5S0=w*6D+~SRo~VBPueslFtJ8;o`Mxs}?N8kg3qShnLAG_y zQB^-~tK|NM#V!Xbjy(s(kqjev^`wyuSe$3^OVo=Cp`AApB&g>*ShUqkZpMW-TK;JQJ=T+ZsG2Vvul1mbIBPAV_W9FNsR7i z8j$s_5fS7UjoJn9exY zasTIyxxry)y*DSY~_MKh-;)3E~LFmYd;D$Fgw*pUe2qjoY&6l+VhwHh9RTeOCYTUwcaa$|*<~+A{V{ zVt5>~bCI(-5NY`zYvyYQ=M=X=!&)#ow2{?dW%GTW~;o{>=^9E_vKLqkqQ7^)M7mn1F-x z@soX^<=gHDCQgS|405^Vpi!tl`=G_PyI;fO?+vf_Pk4Bs;zP)2&5^_J#sr=xGU;)z;Q2uA*{ZVXI*G?7yyPsH#3Hc}v~bJ_R55{;*3Dr!eQxjZ$>;43Tnd z-y8;YhIQw*=T=2O^(kb1{>A%e?8&cdciQFEoI01t`FZW{?d$eUQV(8~ZOzD^#MZDe zzrE^eVtzG)z^v(2OmkEikL}$V25R5Lv7U*7j5^5(<%xW248MM^}^Zh6P z7ECM5nRZd%_s0G?sU=3t|MJfp*)sSEF{tx42!rZ2?k5Lz4l{yQaejVrdC8t#b3Q#d zc;sjPqd(?_pmJD0{QvQ~x7TByGk5zu4yxO%b939-$G+Ozr7rAg*|Q@tX?m^Swp^?A z&TQ+CPoMQ*>tp@tDbK7+mdP=wb2bz{iUX|=UtxLFzY`(sVRQoqj;8_Ga6 zp$vmMUjwKn6pxO78zs6lzUS8UH$io;oqT6_R~N=DI(%{G*8R^mT3)eSd_|&ohwp>M ze{wf}EVGEUHre{`@fpE_SAqqTI3&JLi#}+0BFzGkOZ`F%Y8sBdGS2e@?ezhtiYBeQ zk^esEXE0p6^yT@rx@rGxeify?lW&sJ~ydGzVdY(xtBaFGF|k{m_szDSVB_ z?FVK$Kj4`#?Wy$iP1jl0$Ub=JWL;;*f9-bD{N>*L@9ytP+iV(BbK4|S%E*@GoDkFF zTZcfql`L4!u{_R$?EBhYYgWRgqjPU%)?3hy#D}11{yB`h_EnoS{(rj|)SL3X@!wqD zcW3*7NT&oHoydy|liQ|)%0S3=uI#dv^1g?X_R8nXn{EkN%+R=5YqxHp=jrQ;>fLeq z+~2-QR&yG*OWb}b*__E%RuDq>w&@QRXg-1Vh@yQzO;js9u1X+0N$7k;S|G?^QzVFBE4jOSt_%#@- zACTmDdpm}0Rn`4xMjP@!+>T-UF8MD_?=tfP9Y%w9CL18V>X{06AhTQE5;Yg5g-<_| zuzTj2pZU-Jm>2(>-S~f>Z|Z^nW>Y8r`@WLr(~JCNMz;UYPWrDD6b~v?t}~>^F`ohV z`!#t^r9HXY+H&8;548IH@%=L&^V#nFGMmge=eOBp#+W~5lNo zyZA(nz)h3LcAm-nZ){fgn%W(>WM*)6{!Fgp`&%F1KlCx5@sITWtdiG{m-Vf%;{6cx zPfEx1ai;dV)%MBrDzo?d@0|NWq^tYu|I1G+SN)GLUcK$h(i?a3_x6Gsxk^9tFaFss z!1jCgY5h0x$9X`d>_R;|-f8LH-k+L{XK_8>-}?Ffp`ZDT_p)mImd3UjEAmbI(tN)) z;qU)#{ol+ISU<1*-GBAoJ~5W-cAhU-B>udW-02d3*!;&YJIh*=sq_Aeovi!W_!0sqTO-G8UQ z6guYP-_Wgcz~e5s=gG1|pbgr-|JKYC5f@vyXkycAoW2dV9Da3$DE7Y-gs3Zn!1;`^ohjS-{~jJPbAzf_w3jeR8al~TpB?P+_7zGSND46-7NAOyZ#3KD@!X{ z=QcmryMaxS`M2AYH)6tjSL#2zroSs=S;EGihYC-Jz3Yt^O=TDP0F49ie%KaZacElEA!8~pMgX!gObF!oJ--Ma>9bG#8 z)AlXP+q&1Tcibi$vND;?yh-Eh-&Jl){?5u``^ zMWE%k=Nh=v4}h27&Y2_I;xp0sVnX-1Ly`p#d3F@A#WXPPPWbfyKptP>k+g=3%gj{1 zPCvTsEoYugVRn7y(*KrM&IO08?w5bMJ}_ePvtJ*g4{g%9+&|fL`M>=WGXJ}_fF^Jc zOj!7-`?T~4t&|lt3D4h7;Ovpi%=8Wr?~&Y)aOTfcbwlM;QR5HX3buh6Y;R}GT`}Vz z+vP7${vYT0wfv>%v7VR7ZU#Z2tHH|_Qx9x`>`lLNG8Opw}UL?u8}v6 zJJ!>5;K2n$=hY3Fu;GNS@!1CFJG355*l6+s)IkHSQcwUH_c~{CPVFbd2bMz9KV44` zzHM34S$MK)_nhdThm&r#g)M9Aj=%EjvHQ>I+ioW1$%lApuby9LxkA6X_5zEf2^Vv- zGdu6m1EAFwEWAe#T&Ohqb<{H|OKPFHz{F{e7Xo;6o;qGQkS35X@7Iud-)_!<|KA?A z>=v&7{7~fgjESY2B4+IZ6-f{ij_@2kaN(!LLcwasCq`aPn(Y6y{gc~@5`M7eD*hF! zT`@hdXq%w@#`sl^w{7&dt^NEa$gN#^!Tx_oF7WAiEW6cPcRQ>u*vZ;-p{!cauVhQZ zj39XvPqtpBgO?WWGk0XS%Fy6gHW$3b)Z9YYFDfU<+Hh`yBnvO=!5}#n-iFv&g)z7M zJ5R6uW0PDprGA!S;+ZFQX`6Z^S(}z73m9(^o3RZ#UC(3os%3RI=l3fX2aPx+Pc<&J z;gEc=&b0Z%(IuC%G?nWF_HEgpW`Fuo)Y;T#(`FTkZ%rq@CO(_fdvSYjV(3B9U$^I7 z+j-Ap>ACc6XY9d6~QAhxke< zqbbaX^?$foHQ)IWYsLI;`%9j8{(ttC9Qz`3L&qr1gx##==)YrpA!iI=dkHT#N?c0% z+{7K}x8cPM!#T{-=Ng~tXS9pW4qFo5tahEfDQaoczh45Yl_g*Ao}8K4RcEwt|2~$h z&(~-3FI(g1T0iCf_P-~Kvx+YXT{ik#mQcl)qvB;c3uMg9KTMJKGa)M^RQFa0t<$rt z-PH(MzL1=7*l>g6n&|Yyvld!}%lmPMZI3liM?9 z%~_#8<;D7sQ*V3T_!?{7KIPeEpZ><)BL{YfrMb5AN$wJ5$%RZF)_z=^={AMw`jg<= zMN_6Zo+;qTv0yW6$W*_1c>jchYh@!o6=&P~*2z7cuVyb{WXozciRp3lanLZw946@~ zP9N}c*vQ)viCOL-W7=xpTR@OK*5AsxJ|HH$D8A%32$bU;o$7%sYQ7(!n%hi=WX+m6uFD zH&qvGvFar@S}Gm8Za=dp_I{HLVybtU8GzuPamyY5(MG55IF zsq35{PBi>I(;yg|vtq-%g-aDODxN=VZujRnzQrre&GmKncD8xK3FkRCJZGt>`)5Dt z6x+`vcJ+D+DoyD?;zsxUX*xcKL3Z4@&fh-s z*F%Hm=*IVLGk@hDKI75w*Qa5l+tD_z*OGn>krnM94jIp3I6rs!)z!;9g;IYe-p{P= zYp?|mP4jzfe-SWwx5V;O<+t~lGVHZ*owk2d9M`T3=k8UpO;{(^Qs#Sp$I>Ss?e2Vc z(x1EQkxJ>bCwF4k&vIjXlg`$&JJ>uxCn(`u19;nh#cSb1ij~o&Y12-uFWgvuteEYM zCG)pAjMWJTOk8WFY@gTbFMh81?e?qnK{+3MBqR%FNE&SF<`q3=+?a4nAH2s<&Tix9 z8E-A$MheY2e)2n`(Ce88Bnuw!SR9CZFt6_0oo^RP^|lrZzbMuAIidL{#c`>a^#ztY zceL;SzOt7)(C#f0Q*)fTl={n`>AQWor)R%4aC*S-J5!g1PlkzopX7|K_bOjExBI`b zNz+OH!z=XD>!y;@=9EM!zeeWe2R^Iskk4?ax4zKuuWW(i-+cC26Pem2mpqCsmDYIk zMC3*v;^$R=4p*rivPc&9Yb=KBiL+o}U*`Gt@{7u#-%&60C*9gVkCCrt z>XgOlZhSInd_DRf%t9j0U+5AjzM*z-&DVp`^98Q`it8>+n{pycs9eX^Vbcem=LZ^# zA27_WUcE%xQ(y1g-8&^;Og^o7zceb8{Yb>y*jp>6-*?bV67}>w!gEw?-a)pi|5bW^ zZzj#DdAjc1e4fN72NIth_@R9_Akp@)Wr2c9`SZ2>_kOh$Xe_IEZSE1&S5ftvaZ+o# z1v}pyX7(q$%;%kyuTrajCHdso{x4@vG%{Z~vsK1IK&l^y6NAMmbZ;UuO<1KnAs099>}}0+P!qUQ_kb;C;O){`bkfk z7kF~gACa#;TYDZJ*p<_#H|3I++@AW|$33rxKChi%nx6mhmXR_$pE0}Jti7OYR}7Ae z4Lr{e6hF6It7GhVFQKp4J|Ic=uw}sm8H)p9cS9ESZ<3hgd7O34g>NRm-Yhz=c>4ZT z(fzl$7^~FhTFpJ>b@pWU!!x-}HxB)mkuKLWeV!_?&#%c{NG46F=lwymkcjJG&!$1b zuxB-|$z+%FCvG=uLAFmmP_a1h?)L7Mv}yO%O*a1%=j5I6AYRR+P~~8u+QA)?1 zdARExZ&bCl^2^yN#+(&Rz5k=+llR8#wrJ0qrl-Gk~s+y63dRXI5=>Pyx97~Sj3Bs~k}cou9? zu_zKcb0}UQZbsYW1Tj0sJEtC<{r0D%>ih;%UiO0%n;)ETEMWQIW!$&?VtkrRy)JXr zG=sgpe~c2Hj`zq|oRhJL;*?@;ePy5HYoohUI`-T2x?JZ|cG(JAlxcKRTiSOCd9_q{8Q``ed zlQ(19e((y-eDrp&@8*<5$#ad$&kqRh$Ue6)MSLsQ%$t0lO^Vh}SDf-JXzG)_H+CBa z%ui98Tsq;5uP=A`E#|@n{lVAunRXA3=_~J-PpdoGd(lXlz0a8a82`q`q=}4|FCDnBe=E=P13EQH z&+7`=f9p(474BQiKS4+5uw}s$84D)%vW3$ZR7cO+=M>dre4sHq)a&)+Kg#R;0-NI2 z2Tbr;HvNi8;KAwH`IirP3*A`S%OBelx$g2zLFVI<%#Rb#@`_$FX}MDO5tf=xI~`1V z;JL{B=8e4q6O$jDFf4c?VZl_k*UR$%EVd1XzO&-p&QE@}{o>>$k};Fr1m>g($mnwT z$*^qxAkP0@VB5OHhr-s=c@Dm7o1t>Cbj_(h4xNR*k5nuQh2}I|4)e^+@>qIQrC$BD z)P>^$DW4`Jt~6iElg-Hc?fsXisT!J-*DVs~R)4eq`n9k3HqJ;1_D!ta7 zcFnY*FZ0$PvnuuOx|vsw9^3i)-s+0CvnH}GpUJ9zx=A?wVCMrwWnR4B>bbq=mu-os zGlbd?b{>9kB=N%^&VMJ2qOadtx@=Nbq|7pw+6&=wRqc))n#{jIPrtaeO0BasUi83Zae__X4p2?G_`#9yERg)_9ld6|x@$q2`9EeA z?$ZTAb1XRhejaXQ^ESW3Yx47OquT%14#tNbm>hnPl34J_z(O$Y_tEJ0d%hk#yu9+q zu8P+to=?8-yzyYB1&^N$n>t^!@P)gRR8oO>2VRXBH-~ez7!B zmz&&w^Q-q3iHrs|>#YS>wCi2guD_@sYy9Ye$>RhYpREfI?P|;CPJ1YOi2Hhhj7@pm z+`SWvroG5iJpE1R_`%M{4~`Um_`~^R{gvh?TOyCOta`$F{lEWZrPKcveil!RT+mss zbJv?=!tT6VJyF|sJuYR**S>x`dQ-*b()BIRFPSI{_!$cv3!W#fwI=h&u?H>_-kpn< z-}99-F?OJJ)juVtC;ywd`N5gUf@eAwkLShyJYDVC zrutEX(_h!N_ukf3l|I*ghk9jol*TP z&iwp<=TB(7J^Om|b7kwlpN+bFhSzKA9@{IAHu1156S;r-#p0BkM>98O*j{PXcfS9v z@rd3ptt~0Ft*?%q{&K-gS>T+pz_H(UW+4%`3l!%3JeMG5SMj5zz_)wpF0Y_C3fgzpucl zsjKIEPKE&mF$@N zF852EoJP5NkYvg$Q@(S`eCLb@PP+O=FyULi7~ z?ec>&nFaq^uG#he(<`i-DP~hxC;d0|QO`2T%z}BD26_%=ArY59oCQ_j(egGmv)avn zo-+4ns>@!RZNYnP4qLikv+=uod!;j8wKMaEiSLunc(tF`M49KDG0!c+wBf-28y&O(?(D?`hsa-?nKO@K)_*_`cjF z>Ti8OvTpP2X4S~7wJ)zundP8w!@RryXit>f-qQjx!8`mi+$83tOZ1%n#Vb;FT8_K^ z)OXV zO;edi&zQ%pW#hs_5z7SPejhz-%`b0L<76>Ych&tLAMV`=`O45)>hsWGM}Y*W&8GU| z`c9L*b3=rrc4sl|ePVpmG?LRg-g$cAfoH}SlwR#_o3CA*{NdTwH`QN-OVl%`KdsNY zxwEEHWP6Xzjx#nA<%@GxY}oeDW=DY>Bxma-ZnUhZ+Z9$|`;Xz|A+tH`;^&&5^B35I zJ3EYj-#Rq^isv%{JMvijt$;+?!`&_$U^VRT(9lnwN-w3tnyMR85+(VXx!Vu2My&l; z_+^>n{IC1o9`$I>2|p6I@1I?3+Nv4**Vye?^Sk!zovxJg-_`~j>R3G2S=lq~?A7F{ z(gSuojk-thOvFv?xaaY@6=tjB&&+b~j-lDC3 zA$#V!Mdp!SanY%3Hr~$Yy6HP-6OYLzsaLu>?|Ki*7tAzYob4tSlO`6U!>w0ST<~yq zb0n-szAwW1EWf_C`0hJ;GOVC2Y3>JEFRWW{_&YA>s;qxR!o$ojMtm-NmzZ?t?>ap9 zw*KP(m5LYY%Ysa&M<1TPIsdYf*EJR4nd1E7YiHJF&YH+3&ai44bU&fap3mUcVsfO+ zgL(4zz8`(I8nOYfKqAISI#cX(@G|AIhfLF~KU!S6(L3)4bDiy_9*Z4kEF?a^1+`&h z*v0#rBY!-2D169Nf7_Jv{@eHD?JkgsvEb8_VHa=MTCP7gp#JkE&L`XT=Q{kqJ>4%g zw6A8!0lV83QKhjsHgemT31#gZxF(`J^lc~8pFJser^P-jPhSWH2B0mnLX zU9+X?tTIdu%QF{>W>=q@bTEAH*3ySk7p||U>)iBenj@F-^X*q(zmB~tbH`NQ|N83X z6WONEWK*`k6Ob5tIJ4lP3AjX3yyL66B|m^AecMS}hfM~&;C+frTgr)iG;kz`vS4;Ki2HNoxE$G?K(&r z-JX)aV#7LcWVL@dWIBia{M_r?ETSwuQ_jY|VOw*kvfv>o{o2$w#Xm6#IP=hMdE?t7 z+bwy+B>$!Q1-q-nq^tDozrrhe%v9$OYohhF4dB@LYUH0h>*vd?1)w; zKP38{{r(e^75h(SI@Ha+-0*L^rLSye!Q9M(ttJ&gH}-~4z5L)*ra^Y?himF~QSZB* zE>CvR?~09Rd;H*3VZl?29kbpZEVty{vg2%KK>hT~3;s>F^p))_nA>S^Zj-dunrsWf zG}!pebjh3h)~@;d?SbgBm2)`4{aUou4~cTT$qi!W&6_NB;l7&b4~PAJS+6=;UiY*V zw%iX$%ynMzRy=?2=WC#mh03gM?Lu|W6M2PV3yV}@EQQv|aE9-e{hqg>Q=ZT4R%6dBI=ymNPqNo-*myV#3Vjn}i7IyJpb-fP}-d+&WVX{|uYozstdPh`v#y7q8;^@atFXVMQP6O_G z$BK#E#Y$%mssGDKk9$$Oc*)PBa%)aaEO-j`W#i3DOCD!_QF-|zTRP+5=VjY73uc-x z%yrX=N!RJ&-pwl_#vR_*8d>oiGN548r#~$~SnS%a(raciAQ|oBhrTB3#MmD>v||6+ ztbe@R*9Ez+OL8aQJise@&2&$TK{hM~I=h9ZO;%ab;rd!mA#z7s@xxO)K`qu7p%N=C z)$9MiIV1gO`NiGWyiR%L%;8}z{J2V5x@8$>{nv%Bdu1(@_xm=lNtLb5_I##(Txd4f zj_~eQ^`lJJ3v|vLvThMy_b{U3-JW%?Zu<+JRNIhtnOXIkDa3_A5wpr|e3?%+y50)X zQ9XIT#PG@i{tGS^*=kp^POfe>j|(fGXwjH?%cJ$SPwU2izuUNyrNsUfCcU>wo>wBfF=^Ru()C*-@xH{{{8P z%%w|`mhWzTJG&)q8)vp>$o>UuGS?|BG3L`+R}U9SgBMkHplbDKZZE>vT+K29^3>cAEBb z)2r2y*DO|6FS(`vTR3IIOI^=CrFa3`+=N(T^9;XBYA2hfu$}x-KJ&^JLGJC6+{v*` zph%SAhNsfsSO4zd-C!UWT+@(}DBag8ef$vbhJvfre!Cu-+g2n8CtmQjn%&)B#oGU3 zV%MIYxVtNu-CtELR(N#l`=a`pI@vECJ(VlkC70=@aVJfqXZH>BfE%vm%2&R3Z@*Uw z4r^0gKKrx&>Zik_Iae2|-LVkPo5N|IaLD9&g_P|{%YU=jR*P(2^D_6#^hn`ZX-5v_ z9y_$--wjY`tmXg@TV+~^&9lxg3=}AvS~jR-Fh5 zt~27?a^UidxvL}Bgs$>SJNn%|c9mzm@~?MQho)=i{}!%#YpbTq5>V51oi*_` zN9%2#){irOvUMH(b7UdBO14>F=CP%6{Rb{CbG}yT_CvkS57`1NyrXVUy_@Z;v-#%V zOsR^!Z&qHLx5W3z`!AME?Ww}o5NXtuEpBmp;+>YO`pV1>va1!$LXIcy}EOa`2N%Lk5{mL z-Dx^~QMQrE(kAz{_rFyJT{v}YQ`M#4^KLzLxa_WUCtc}|uHd^l9GgFgx4ivw1l+@# zcK^*GqvD4hZN@jieN}}!mICkCIF`%Q>n)xlvi)J!`%I}5*AKMLNpXC$MWe$v(?Nbu zik)rv-Tk4j7S%|-_-ZxdS**^_=R1x)jc&1HdT7U-XtQ${s6WgM&ZZxD*bfyy*VSLu z>my{#lWS$)0RKI&lk1^>nSPX@#-bL_NIIk_dg^ki%O zx$S=$_t*Wr0(N=NY&COGr$*@v=-l&zhtjE`4bJGRG`?@fpWv)oxusDefElop(Qv$QMk_Se)&qawlD- zXFF#usL9~5LwLn*NaJgEWOU8r%TxF4=-yDQbjK1D+~0fTI*gPpB=eji<|Z@l6>H5^ zd~sAaY4a=b)^{6Qr>}RLv~!vFJC$u4PpfB4h@FrVpsh3g&ZDiF5G%eP&0nygV12R5 znM2m^|A3}krmw7@$mK77dg+!ON^6SM?m$w;4GkS{o3*!J?X~gjIlGIkV{M)z|JKr( z)r&t@6n#pSa#6qB!y~^@%+_V+2c9swYu}d{eSaEvd&cL5nQowz(G!0S)CQcxQGTcd zS~$kWx>?xAnqGft2O6hmKQx#5;ZNp2hm5}lpMS9IzV-Pl^`FmpwEXsI`M5j>)Ngm$ z0je%R-S)iFK$e8MT@fE`4};59a6mM~JHOj>=iDZRYroyZryLVVxmyw(d)e&b<45mP zqbp9P2VMMCeRX-q?ehD}8s$7L7)?KFTKKW_>?b>+hjz}PHH)`5CK=imf{aRA3vOkK zi?7#F?@XDrWA<;xNv*jS;IQ`ZEcicx<1zn(mEUgvYgippUFKWDEOhO^(avKEi2)0; zGr&Vk($_D1=$v~!W8w#$i_`Z%o1yA)!Sp|O{Ejp}>FWp7e>_f=nXqK@&s%d|&q%ag zYj?8ZVb=7e8ztntzwTWVcl`2?|5xA5-5LBm_lxSa`O?xs7nDR_W<8&Grgw3=TAI|v zRiIG}#Vg-Hg)?||CuUR3=4bO%Hzggs{)2ylj*auo4>EBT$Le25{$H3b@bO;dvH!Ev z551VV^AA&A#r=RpTjz-%WXvpidF5?t9-S|f%eVOL=BeFrTuvdfqD|?c<(>~b3W<^2 z+gEG}yA-|oU%k}c%ZKtGF-)IxIm?y%@)_POhnCNqe&z2G)mz^=o;6lYSMT&(U*)+k zR`t-uqZdsI&3YLRE!ePZ;n9{%&`g|(2#53Yoj0eXO*@hy@se5fnu!R<`G>8U3Ep`Z zx63NFtxH|HH_~=toYD6cyYm-aU%jXB`?J$8=I%IsT40&^UJosixt^Im-3pSP6CI=4 zY$GdT=bq`+>s>dq{GyWK-GIbcXLHWWpqY_u4WYJkySJ|wO!MU7TWxL|kQ58@XWWiw z&MG~;lXTir@+Ljqth0k#Z%5oW_7hbOe^$)S-}P);H|MMQ6E^(FFY%ohn>@ilV@ChQo(XR&YAAN)7G<2 zb8+^w+AS7~K)H3HPX(X;C8<*_nLkY}rDO3O;=wW8oX8&wO5= z-f-j6nV+d&O^WNH|As#6nYMCq>Z=?{=N89AUFXgZGI0@YLWxp#iaPrjwWg*i-Pthh z0;m8DP_k(kpLS47VByP-hfO>joRN1gzwqXpbe6@iTh8auFCP8H)8{PvF=6htxrIhc zB$aZcSPFgkKN+iVuCj|wo@F*GEp3^HA!zI&K*gqAeAz;e8EyU?ryuN!DD?NgzG?5# zqG>ul;BcG4cAC>W?5ZmNw}mg}YNm;cnQ@#vF0qv>{mR$NNncscL{2d+Eo{g;c%WA= z|Mq@~W2gTwReQE(y7cMAuNSBPdLzl);+SabyxQ%|!`5^Sfn^Vc59J1$FwOI0OWb_3 zc$$ulb0sL1K2whQZNmFbSSnchhu*@Uss(J9e@tYrHlKa$Q-c4DH}xBslciwOkd<89 z+HUD^nm#_cklkZVw$1Z{^FAm1=e%DVWt&>6zxcW2<=fxtry4FycawXQF84;4|JxjP za9!kZ7+e>vyZUZf5|B$jK6ysi=j63Jl$g!pmR*}Tr<2KZh3oh(Pov5 zUzxs#D>pp1xlt@XjVkf~x6a5p@-&0pH_N9%D)H|= z&6k?@vFbKk)h*-Qb2i_*Kj-yTwudj=LH_9ZdK?s81#)jVFW!Z;#+Kgb75q?g_KJ2j zXg0PFbWX2b-HVw&W~P5wwj=udk@_!ZJevRdG=Dq}E;vnY2+xC7AK8(6oMz1TOJ{p6 z$=7V#esJF5g#Uu8YiF^Q?^Zg)zvH%OV%>qzS-s076F1CHG?+KxhQr1gb1it%9?mVV z`|u%CZl7+#2Nljw%cIWtflsitZ9ga%xi(_Ki-mP(RW_~7XyI+TxBAi|HCa1}zo%cU zzIK15-?W!YA9DZSUOQ*X*ODDy;=AH1D>7$JWcfXlMfuyUfJEKHo*SO4K)cUDPL)kxN^3uHG~ z`)=h^4e?^(Y26-iK{@gvDVI&*Un_e1w{uJ zeNC-*(2qNR-_z)|>hz5=67>z`kJjAUwa>ESv2~2eS&pW^JWYkk$3Zh?yNqYFK`O=# zJrB7rKREW>mFtY-hUW@5iUr=f~@__Tg=@*quU(BjJ8uS*%L1v-PeFu%d zTYwIVh0HGopHX1bd*|wltnW*= zJgYYoi9YY}f30e*x2oUjt$IdMe;6OFTk-pLFz3Ew1)fcZJ(>>tG=1C%&WJ)X7My7h zo7??4uJ4JkKI^~yzSe6=u=$OXAN*v#ld{!+@$<;Hr(dn#bZh@SN2A)Q(-x<@3CN^P z>td*LZvD!$H>eL9)deP|O#44RjNLL_z)Ag@@f>FMbB)gba^{?z-)9`r@hET3$^RDT zdQ>dVs7P?X&RGzlGZ$nvI4^e2ef`w)nu+l9sWugc7YamVEV%e&SkKRY;D4oQouj|l z%Y%Q87D<2g)PGmB@|D?{rpV8yU!+Q`{^fUh`TV4Wh>!=lQY@aen|m&tJ(;f`r!>o8 z(gTCZ4-z~J9)MOPz+1s_bN99gsNB_$lV|B`Vs<~+xcC9Xl5bis|GbuTIc}0$rz>?~ z%g%U+u6g>!-9n4sdv2cpiO|aXv((PrZaV#FLGTj`iy|2rOTIpbc-4n1 z?6*J8covb; z`v|+s$)wB4=0{6m9dHNz6Zh8aG`|DEXfH#pYt2 zzT69~i*A>DEG*8sh>DAYvojxjD9yinw_mzvNB5=h%_$G1`kIxGgL2E!H!M58)s-EZ zyKnnu;VFFo-o7#U^uXftgN(|8CpI%$_bcp?$g5A32Vuj`k6($rTk_&rQ!o3sMBc-R1y2kr>gpmnw%%E+ z^We$)%~m^ji^99kM=h`k*Jr+>HG8J?i=EbM=dID-KKZcx2eT^G<5f>*{8*Fa_{aNr zkB-GT9f|F$^H*%>Q``Y=NdI^+cfJ6hu5O%_uh3q`Yx`F8%wcsu*QA_&P;fh|^-pQb zyB!mD@0{{A^NWpbrQ}~;_8NVu6D=ZMezDhXYi{#iC+-e*^z-xPphYfH@ci>`I`{II zQaj&#s5#24!hO9!O2(46??l}Dn9rQHb&`MeW14yEUeB7yc6=tAGUqMGDD;zR=rFmi zj$g<*|LIE4PV!IC@d5kUf@#fD&$pM&9(cYzZL-5B>;En`{Z+d?PG2-p=It})J+?g> z9I?E8HTjSchlqXgWy)v&l*E2w%9i45R&GBy@$dtVH&pCY(2g4n4kY-mua^nZvSKy%AR!uJnww)+FiNSBO1Cdyj$|tPc;6eP_$Px zJb%O5n|CfZSIwMOb;;<*(j#d%4&8n=_m5xH_1nv~G@VUVn&T!iCrzZsdXsrb#Q6fy ziLQ{+HoVyWqq$wI(eZjY&;;A!2S)-6KAkZt+uHjp`gBE_E)A08-gF{SQLuQvEcS=h-;pH#_?0T#^ zW~Mp(s~3W?dY&|L@YLGQ0NqZsAtH(#_cQ+O<4@C3wx>+%JCTHy^){Jgqfs=f3T>%LLh$ zOR_ySn+&QaW!T_DhwXc$vYtr^KASh2-9v2ILko*SnK?$rXOmW(l%J($d^y66xyt11 z(<19$8;i3x67|bL$?M0x2QD43Y0qanKAGFiRjKKo(gvF8FL-2OaWL%u>Mftwr!Vkg z@tqwX=70Iw_S$)?w@B)O7bPUrxbJT~l()#UQ!RM>HkeABzfk}9^7E&c zz>6k8%N7`Ut}*vKnjzr4_Sw>xmtTZx*8iQ9s-O{Sx9DyFpKeX3?ed^a{1;X4EdOlw zYfki;wc@(#ramssoM?hr`Y@w)e+8%$YAVBae(v%uQ8vEO&CQ;w@(PhV+AcphlKJ5e z=f4n1#+b{yW_rdn_`J;gGV9!_`2FdTf-jfe>UNR%CbWCb;;?^H96og?PyNAM^D^*s zmZ#GToLmL&X<0EGv59R;LWlp46{!fGNys25U%Tg_wwQ2d)fa%#ozMzn>MvR7KbRwcMyKIU#OA z<=;!1{RS524J6`Ef%^gCCpN-nIA7~ty=HuQ-Lpwz?uEw756%S7Rv+u#w<|RGn%|`U z@VmarzQ*Pru2TaO6RwF|pT+iZ-Si_j!)G#W6_`;Q%=v4<(j86rOqQCji%U1DJaVw| z*ufo_Q$QoO#}CeY&jZP?-*?;)Hng8xGxN=pDX{5c;{(?%9V6Fl-`J=kWt6t$MM~}E zvvEJB=Q2okJw13~!OBZUjPI__r z(XOdy8VjB|SQIPFdA!`&_fNr!PI*4lkN4YVO=N#QlUaZ>`_MR9%*wof;_5yPNxOddkLY4YDUA^K16si<#_vIoag>Ng7k$t=Puu8amC)#$uyK3R30^5zIP@wzwPWcqp~g2HtF{PlFvb$NHL3tgL@Q2$|3mB+I!=Eb*WTfRN}boybBpLY#{>MVPvoNt>b z`0SbFvqc-tLn6EjX3Xa7gO)^F*UA`fj7dLmmsy3|yznCTNZrRh0 zUo(~60%oTN%+_6TR_4kkaEmC;qN(}T&d+;RowM?EI@cZad1mviGmg2>7L@&C**_zq zVfQ^horup5^O6qEeq3j{v1g9i`8i_oHn|HTe026K$XAm9Esh1v&t4Djp0%^Z`5V_6*$eqvJr~FQRvL*G|mI{ReP~-ghmNlSz0zs>E58C`S_i!>y*8vZV72i5!nR_sH zx2Ia8N`3wOFI-XCQvHu7y=eYtn>r&hXPI+tp{mDXsiIeD*D7v5FN{3?e9q*W$3?ro zo$1It-IMu|7rZ>ZFO&QD7V!F>hp#>~ZOpIPm6l~=16s3jd`oNcEhd4lT8CNhhPHLz zjZNLLVE5^Q(;W$?dlI@`H?%58i2ZB&a7a+*;HD3p4}-${X3SeRtNW6iLZn5L@Qp*9 zIgAUcrax%J5U$)>FSJ|r&T82VbFZfta{B@=Al?$ z!E^tH;K{asq6&V$yL*LYc47War#U}cj}(jf@`3a1jchdZUV0)_`Ib` z(8Tl0vY$t<9Ffd_*t5OhSaid|Y2S(u8JxVoO{}K+ze$y>aZ$;^Y}XIB#8;~%oG?1I zL?wH{6jjb+g>Q1_tDnkWdsN`*%B&qWlfvANM5i6;HpzBw-OA&>2i9y&RooC zR=o^a^*yb^_YQI9H}2i)7`AUx?hc*L!Ewus8xo$bmiIato3r@;rfH39x1N2idReQ zqLQ?y9ovhJL|Z;uyF)ZQeTKsRboI^_%d(#)ypwhud%dxLfw$tCz@J7{_e($TyLaGP zwthv;%iJ$U_e>>!s>FYL^sufo{nd$z*JmmwR^+bOu#Tm( z=^v9kSD~H0XR7hNpUiibA6T&8x6!eFHdFHd{XUJaIT~N{G=5~g*T$7C$=3*8WNakE z6z;I6V&hYD4<{arqxPU#h2;mP20zHs$esFJ$94bh(!ztDM{9SV-5RwuZL7*Q-tzx@ zeV9+y#Gc<M3ucU&)`f>rEO}XCb zR#!LU!Ut(~513WBFBkB|ShBC%VQh9He%ZEf&0pRWW=>fCD7bu6&9sk;TaJEJTX6lB z$j*#VKhJ4GlO}J!8vcG!+@W{gXAV~@mz?oveC^Y?dg+0w!3m%eL}~6rkr}Q29Oc_1 zvd{acXD8Y?Y%<^hhZNV9(6k;c$t=!IHANK$e>1=6iLL#k{CIf})5eEaGxRSzxb@x( zDyrJx$Tr)RtLJy4YM@ut(S;}8xLorEht;w8-)vmnUm|{R|K1L|rLWch_lMOo75g^m zCLa36aPp9e40Cv2qjtir+cj+4U)_6V9Fg)+Z@%NXKc{Qbo*XEBcHnB!gHzvsZTcYI zBF@YU8g+BpaqOt%q@OR}JZoV05S#ZJ7 zs=tkXt*{QBtLC`2TA2YZ_z9CIvS{-E`FlDE;-DIzgPRzIHSw*D*UQH#iB(vtQY7%rTC zu~%iQZ_k4KgUywSzvFEDy_SB}%Raa4=jWyAZUT4G1bPmGMkgitnxq|fLe|#pSo>_* z&zEmP!=X#hAIt1uT$a1B#IwQF`Ry~;W0zm;jtg1DYQN~RQqnb}6EnA7Nt(`8RC+ENZYGGXTz^pi7&66FChtv-0{Av9geSQL@4W)Vil*wY3eH(w& zJ#5??ak)U?js-^^qwfKA^$Yj?{CFKdpMApe>%PCAGH0GK=dt6UHrQd$g2%TTAq&5D zv22((GqUi2*K4#o1TzovwS`Nyu;+9-Y0@%@%v0ojJfmz0{VO=7?8%MO_4MhOFHf`%`Y~r2q z!6qO{_ONEbW04(_t5)w;=+bFgWWnaGXYbn_^JHPM)~*}Z7!Ovlo&JAKBTsPg)frlG zi@upvNxp9C@wPkZwfaf6-DNkfJ84`!(thS45tj?N?rb$FW*&)}mh-aeqDjyLv*wT|lfe5vSm8a5=}Yn-&dl6jU_AAsJZSDO_`xyF z0%oq7*$mE#ZMRt@%%$(E9&nghKbN6jWXD+%iOtJEoyR$lok*D$tn;kbFLQfi?y;zr z`L{!-Dev(Ey~z*Qc9)hm2mk%gyW2=y$0vD1VW;YofGrz-KavZ)uv<-Y?J^_9XF;DI zxybxu*qg3;njt3X_0L_dM-#FRC?ec?ZyNfGM{=NO8_L*Voud90DU1xcH znxtgGd`W|O^KLq9lt}#%2O0qc4HZ0lD0^sE{)88qS6WjonBUD|EI-#!{o{<$L+8^i z{JO&b&KfB*zB6V#wy~DEb??O`#Z2HZ7Kn>T<5B-9dy}PNQc85lL&iz1sTNG{WEjhD zaO>3jd!`0WP@Vj}Lifw%SKhpvc3j%Oa>e4%_nk63E?4*T=Bu@8vJ*=#OHX^! zzQo($vOB|_bcUYm8}k-K@EGoqVu7u8jR_Os-tW^B5oEKQeNi#P9ZQCHG7RMp*2cQ= zs2^JwXw+~tPW!^~RkMqOPpn&i-?z!`g|4RU>7ckt!k?AC<<3_>zGgl5mk(3cZP2qd z{&e5&b9~JzUeRmDbN-i|tA~^YGPA7;T{=Jp?e@^~EKhvIf&3Rid6|3*q z_%>6jVy(sFFH^HF{7>2beBnMb$+VOyno;Z0O!Xaiaz;*g`MY&S4ByjT0fF+21@jpV z?5?tP9o=(ewPVSlcIb9g|GGl4yt-d=KAPMFSIbOyEE(t7AC$LUxNLh#)z95!!88A7 zeyOriEV(PP-n>TXZ}rW8rS);Tk>7on^hKWqHRon@MVB1!`J?^&^~p?^1GR1kcAPB$ z^_<-gz?zJgSM9p`=flE>+7H219?OnmraO%c_n#S6T)!2o$ISA>Z2H061N%>;y8XDF z{-b+K0rOF%=?_0lZ!N#~6SQ(=-Wl8U`wE;_b8eZK0F$vdq6#@M_~ zii~&$TR~t`%)~s#WU)#37 zBKKw+*K5f--RS2Zrh``OE8h9Eh)ca@&(&PdxtH&sdzt_I%Xa43Q*SPPS+@JhRqJm@ zRbIqiy3SRV?EmZL#qBeuFDPp%vb=k0?fOk&*Ec<6HnmNfI#=iKSEcQ%P0Nay|6KiV zRC(+`e87VAXB%ct%XkfK;HTy$7R`(l%GxwLEv?h=?EgdJ%Vr)vX7YjaOO%xC>o2as z9T)Q&460^YY*C34-^jgfi|DIVk4blysGrPOv^My+*)Ij{?enXdCij?qH2Uv*u7BQ4 zhE*k*w$3m0dFvf-^cZh}Y#5a;JA22(ds5%wYsORl{nM{`Dd|=JQ2537D97kYrE6=} zfBbs%@(brHNeX`Ny)QLYq~&d@l2?t-v!DJmHUHGYh4)Tps3^xzm0WeY=%3bnPraUb zoSV~m{;{@x<+;n`1KD+>UbgSh{>>^LZ8_I`Hm5w4?5cnM;gIn|=kp17?^~Z=@b8@Q z!}~VE?&pu(G;aIfbf~KB(|yZ566r7a5^m^p8qe%`0qs@$go{#dt*Ph*@j zd-C^vElak~3hzz}nD5nj)AQYI@9s3?SEpa7&h-ooia+@_s(f3(^2&Lu(k)W`^gqpi z_4MAJCzmp2&Rq0JayDp{s|X`_-9)MeQ`@=Jw5W=-dun$+p11~DQ4_#o(=I-5BWrc{ z6SYa}UI(7Yv1RrM54(PKt4{rucOTV`PoL<1GG)=UuUFQbyrNls`(3wKQ?Au9522Es zscuF~E*gDan!e+83aBTfdZ4(%@KgYk&tdhJ=}S%t<@J)a91A`DX4jwkPxPBU(=lxRdwoN?LPm-<(|`2cB+KW?U7ZTIi2l>LdWJWHfd|398X)ZnKArc@?I=x za%<$7w^ebg7AL=YBjH@{m?-P~zIgFN*+bmN1AcMOy}es!pQBLLk@ZKIRbY{_@oLr2 zJuDU9^5U3&Ra@&P8a{|W=bgLd3{PMo_a#tA#jD}@holJ$SwKrJp6@!9@=W{TE?Z+u zZ?V3G3>AF(GR&^xtKwP&oBs4R#b(*`#x0XvJ9mZalUU9fZF|?m8Rqq^>txSzIPk}; zYW;1;F1hL4k#!fgrvA#9X%~HrAt4~*bN~Zrb;v>nkOkSg_1QCDzVtfKTMcRtIx~XS zl(1zvWYj5McF@?G(P^A5dF6HH;(IAlpKX&@eKV^1`M7%Hj5Vhxg|(UeJ{qVWIZ0>o zk-ffb`>W1=`g5ZGZ%wk4-&bj^p45mR+=s3iK?X5)t&s1PKd-Oz*z(_3ng3ON^|lXU z{s#vgsJv?({3cQDinZ;O2dnO>FVUC$VD@r)ra)7k@U>OelWs`K{WGhQ{h0D-@^a7E z?1k}FX;1doJ==fpQ@pdddwR+~qq!(MSDrIjz zJ@aJ$kL%}uhzG9$CI6D|`n>N2;v(7}-{1K;M$B8y{_*`ReUo{h9lC#BTmJjn5dHpB z{Du2Z_bco_Tfgyl{ImUaOZL|-+rQ&EIAJf}58h`b=~w^!-0I`zwf7Y+=Fj(Susyzi z-sAZ5AJ?JF>s-*#3$yiJ-x*y?lM!phpDMl$O8M;oOuGS<&`6{`}AN&;ML!&Od9vTR7+% z(ov!=5P_O;%t*W1<`8&(+3&O1q- zbHjX2gME|kgSvB^8uuIUq@8H}0 z<$WvvKbs-Q@LQ7MaefJCjxljdJot<_(3oG|%(Fhx4XIHP5pB>TEp8|mK8-%s`!DUZ z#jE$*dKUi^k3M#E{o?qvU){5d%t9je7yLR6TIgQ)@Jso-m`&SV)r>q#&e0!(TeEP52W|b4)Prtj(D+7{cX5ao<{l{dH)uxqPl_KI3lj+5U=ed` zt-XlF&Q#d2xqG^{%DGANr+>L-Jm(IZUmmmicE$^@YTnO3TCiaM?(h6x%fJ7d`LDkG zeLR=)E?(nZN8f&y)>@Npu`6|LIpj=`@6UQZnR_&8?>PJfJjb$&SLW`y`47Y&`}``H z<0;=~{PO;>nSyuQB=0^FDrP>KH0PmpdF1Q4?cmx$d};N=mszoIVmaWpmpz&$(e-S5 zSNQ8kFQObS-TqScaDGUHOmewLW1N0L@z$>NUGJaO{JH(==(b5F*JHj0&3$O08kNSf zJ&|pDghCRimSf-E`2J4nL(rm-)8VJ{%4g1BS0-~u9yCu`eEY!8w|^M_Wqdp}?d)lJ8~j!Cx14i7=lK0<;;NrUMUo~@<}W>MZoi|$;z8~gKl2~2{w8R?xGO(hG$}~p zVD5~Ax_K*ZfRg#a+y@V)fm>iPr?PxaY-3H+Z-XWu+L~`4IGEe8cGIWaY3(2U(i;=} zL#6lHd^)eSYRN6*yo##Gy*zrmDtB*Lu>9hi>WnMwcOSgmef_jHccgp&6SFf<#PU7B zqaxeiZ35-hREwQ+t@Y1MyD~?0A^ROh(8vuWuAcjU=uTlf@iy0}`Ka`}Ns?=L{+v!p zTe3ZI*>;cJW&t{rB>nQ?YvDF+i%2mR-g{PX|1EH5|7GrjFVkA*+x&U-@O!Gnzk7u) zn+x4G&ydeuVNjnB+SoBSECQT^xm3>1uMR4aVU+*#@&9l0ny<(EWX>GpKdAHS{ehf6 z0%wk$KbRwPFlWxeoGl4vMF!HG*6@kwLzapQ{+P-0m$%#gVE*?#|Hma=nbXJOlWzX7 z*6F?*n|SkwcZ$4n|Ec)L`wMbp7Us-ZsI!j6EF|K1frd0^7<9Jf_0P1BlIV>S?EcmN zZ`0>J+?n%d!ii)2U@GbVew9syDw_(`Hh~Wk;XT}`1KoWia4wHA<+*%5*K2#Ia}DPl zKgM5~^Jl{GMgPh=ewxckyUR(Z%XKgQ240Gmto(c`IC$W#@1e!CR)3Cc*2LE{0xxcqd)#af_Lc16#2l7ikxExWVzG>khtF~zumqK&$p__X){5mEtAKuJU2@dh7w!=3%45mF*^INO4Ud9XklBR3XJ^isYgoPeQ2pWf|M&Ml zEKRiN?A?+6^_;<5=fhk0c`yGvYoOfOYutJCdYH7<8jx(uQpiCA4=;pIz7&#CzOlU3 z7VJsh!-hF;+hTr`v2eG|4{p|N?(!iqRY~U8~$B0xbc5(qQn2}!#x(}XZHy2UjnlDhuv+LhBpvL zUsK+7&0z7O+eUZ4z#_1C^8X745xEb~8T@lT{G;CZOh@(Qo@zm>{1qG89_}y~On@%p z^p4J1F=zg|Ye#oJJ7WG&?Oe6+^SzuEZ|=TUx^jQ79@F2quaz$Re^weO6`4OPQa`Ww zen8^eLy`H9)=b}O2RgE7p^o06S*k0=YW{v?IC)54=DS*7^>hD%zlS(V!u5ML>|QPI zwqSR4;uN=8v(sjEZ|4WKMIN*k3P0Qk88F##^{D3epD#t0MY(@?yS4N2og;;LzXYBy z<1f^E^}ZnQm-(F8ZgXa*&FQXQZ59%7`ok#>@F^wl|FjfLaXhkVny1oz)oOF8FG;qC zJM$j7m>;aWxqG_Xg8j9bEWd6~cf0XlKVE97;EQFFFCNW1!zP0!YGhEH6v|Oa6!GpZ>OF;;UsdUnRY5;1%J% zT(Ii&A?Q-H^R-)5vOYU(-r=wEQFmKs^W7r{-+_*RkYDzaYx(Q7>1UHqZeO0M@X~+E z9-C>CoQ&4<$Gff1pXuax_UruF=fzIyPl&ah6~46C_OIbC318z$cTFb8>Kp`bO`Cl8 z$VolOMxvSR|Bo%tzIcz{##?OO!yNO%ZL=Hp#;MM&*JYl{n{nxnQPn(?{cHbeWwM=q zGV$%RnQtGhd&(<%%m}o1G+Pqf)Yx$5RnaAT)t@t)JrEbuT$%yjC*$C5#ybYv{^A&sx% zvpU1K%&$f~FD9t$^eIntd>!Cl{A~MG_USRad#&yV@7>pC*xz7&zCm1n=M9I%byM2- z)};QZyLX0BA2g{O`EjPF60=R+XE}|H^B%UC7ayA4c;nTy0})^Jw5BWHJND6}O1JU( zmM7s;re0fAWPL()p{||#%;aDGtufU`f>J56v71t!MQyc?k4|gZQ`xr1Vn_ap4bv25 zz)QTqNg!sw(KRDs_H%o0i1*KQzIR43|Jej{ zD(v+X+I0M{5xCkjEO;hiv7Ens=9ilWlkH^FF4^-ME3=+6W<3_vC9NTLlIQ*vc+%0Y zbo`>`xuP;~hY{p@;5kg`3l4nx&a>2H`F59(m@78Dabl7CPDBKJP3zpY;#>dUc-1ZS zy3D_O^o@&5&UQ3@?rAK1yB#!{G~pKFfUyj|srAh+{F`ruv(HR^a0cum=4EF$aZM9k z{B26MtFTS4oy*KQRTDdX);tI+7QS~tY)Sd^El=8ttg@wE#7}$Txc+U=CuOCNXCOBG z-4B`?OomTx6mP%v#K6<(i-oKWXwvQYftkqJCRbM?O{126SazpHQ(uc~Zsh#>qqf!svS-1Y`X-L@2-_)37Xj#YwKTSqR zET8YeOwTBCQKq+-E5#e!|%)15h& z!`lVc{mXogn0q*#?A~;0X7GbEng!29ESOoZy>6OQvEYf)%d1T<7+I%XG|qguKqGSP z&I{jCzxbWrIc3?>f3tfsw6EXLJ-)K4Fk<@2O)+|NPIWY%?rHp(oU_7UnI__3o=myA ztvBYWI2LjI-nFuTFUEphZw|Bgfn9;_JWaCo75E2DS0B%{G8nti2XKBjB)01Hq?`!0K zvpU!A1cyTXyH5vnzKCRBfbJcC%Mc#6+Gi=uGJ6#YGJLUiKcN?c) zT(IxTe4!bio(Axx$TELg;l3+XRs2c0dh&;*$!=URXbtIx>`<^$BEOIPKeEDzPDQ_Wk-jvu2^CI|I;tN-ti2) zaw*2tTI~L|-&2xa$BL)ebMN#%-ovru42Q&fg}V+LJyL)8B|sPLJbQRI>!^w1gLxZc z-ZF#E=K&wR+YpogT-9OM_Rm5J&u&+8mNWe?ijxv7m?>zm?;~i7!eQ^X;I?(uk<#5YJJXE5zqaYMOIa^!cZ4Ny=WV6`M{n)i zl<>}8e@k?c#mBw9_gII zwW`GX8n{6c51MXQ1?!xuk6qUluqJhbLd&1OsdFxV^*Q}xYDMJV^9_nKd$vq4om`vU z@N0>_{v;oL-)VN&jW2UFoaSjLWWNDwp7J%o3&B)@_%$=s7<4$FBu#n9u%mz>#)3ib zKy>7$k0zf^r#xPt{H8YJ`p!$B4LjP6sjoWfU;6}1l*n6QFfH++KF4iG=qWq5lWw2+ zQ?l0dbgI_!{ZlXBKlL)-bxyUhe&~_S=AVULy?>^9;eT1&D&>D`jsG3>@{`uc`4|0D z4OB2a1oy>mWZgG9>mPn*^>y&}{V&^#enl4w7fcFWyU)q*;?$#oIak^>veULk@O-;> z;JVZL@V%!vf~#NF7Me+a)jd9Ib%t~A(ipiNYnA`5HU7KyUQ`>%3Hq>E4V&;gp`Un# zB0Y6hZ3*kE*FL^~>f`%d71unUJ*Zl{aNC7lPmLD%ueH!$z2HI7#Z#r%jJNf)O#eH7JXNT`KzV{au5}b~0&~+7J8u+Mby9WPj#|wC#@7Jku+R=8jaoNw8 zPgbXJ=R+GfSVVaVtd5G5a&wZmnJF{nR@G%eN=R`R*6{6;=DC>c%FEVCDz8 zU-!M5H}g^ITLtdTuT?L1)W7bjFJwN*##PO+uILYVSZ3P8ALZ}%tj*gxL&Y#OCd@V< z$@cKa{HH(4|FP81`D42^ZTlhPpSK@L&sv`8FnRLysnvH6PTeIwzqM=UdC=KW+F#Ce z)NAKV-1=iX$iR4;Jx4;hFb$2j5n@Sfp@q0HAt%;(5-nPx#o4j>zN-Grf)cR1hhu!fthl`n(cc*4UzW@c`T2h z{kdmi>|35MpZu`up(I#mukeF!ii~W3eUJSy;(aGzaB96#+LkjNAgc@6?ttoBK~O~q zIgI4P>Y6mC1D{;Cu3mObu;4MrjzX3@1@8Ih^nS{H{SaE*UBmX;O=M|(l>5b_Eva|n z+~ilUk1|xs%A396|Ms{0#cXRXc8jlWeeIQz>vAC1?SRD$aAuBfkaj-+?zAWVOuFfM z`A>kF2v#lJcl8GYgZoMkU#(`H>uO^8}@AR^uA`_cAQ zUo-bKhUPCW_nhRgp4GOtb7s!gEM=BFV-`2{d{B8Iu%nOz5_;=OH(KV`?Gh5d9%Bxh zG7qzpN!yTf4V!M5@wS3mmT=vu-~`Q9lS8&LI!Bsa`^#pb3n?k@%g#iuar)D3T@gM z1zP)@X~CK|hiQ9!(DnVxes)Oh_i4T@^JDrI30vc!2WG(uDl(u^y&q;E+rgtg3)kux z=Zon5@U91yQDC?8mNVWz>+6u2|6Fayj<;obP5$^Ej=j9*Rv9kTm<>L8uTSVf^e!s@w9gV+x8h0N(Ft_2(e}@}< z#;{q};uxLT&)TPF9(*_Fw&Y{fx6|mXL(w43BW_n4czkeIFyO`?^*!J>`(!}^SDC$U zvqb8P50=NLEIwQ`QD2!~^Xil@$Gjr5(&zlXx2@VR|E!T_=GEI``uDTGLt^9UR8VY! z*5Sw=;yz!%WmB%VU$Z-1&9j8Ff1?ek%rz`{F0mv1mE>+w38_0(Y^T}pSE~J=oeuWt z9bMLUEl2*bTW^>LTABtLr;Q1}{_c#wdgP|sn^z!V>DTz2|AV@A*_0(0y`v^e$*ruE z+WTAc)k?kzQ{0N9UrQc1V9zS9>Z%zlr6^XfU*~YGOVF3U#6A2~sgO<41H0k`A7#)& zo)1L_;0t^=CL2D^pU{%vr)mQ}9`C^1V$eeSiTjsm8~(WUG+I`?T&_88-+$linvm4p zjNfJUZN(P-_sBHs;wM@a_9$Qq}h&Zd?7VjE=jV?h)B>UPL0hJ#Rro z1n8{bwa_Y<=Op)OhmFZLCqID?!vv+x=lmaLm#}Sk7i-lVe(vs4;|qV^Uz+)bjcd*S z)J;7L4=ivvec^+6OK)lhIBP{Q^XW4Cho4<|huxzm^`H2@4QFJ`rZw_^P!FB{*T3-j zv?6!0ZzfgZ$sSej6E1U^E^E7T+T_A(&AL+#Q|8}hKg;cP<@lQ|Q%b#Dy&vvg{p;e* zpBIgV)y`Vn1Qk9DuPS7KwpbWXVRC+c^){E%W|vETIvSusV-pc(&`y5==IZ#@=M@A} z&lu*<4tTHf^yT05e;S6fb=&kWJFNdWwbOI`l%7Yd#nHmAj>h_CZ(Kej#mPH-{p?NL zi!+~1;)*EA1r;=Rd3+9Aw}>xWC?jE|e^zf!nkUb*U&q+J)?{k1&pXV0d4~5rFP*5Q zZ~yg=ZCG~j)4n+`7yj#eIrCq4Pr@hVS^u(*t$OxirbU(7xp{^X5+c`(L2f(x#Kq8n zcfLSezp?RCGac~K5e>F^hq+HbNPDomP_54DT!JNt@$a_9WViE6ZW^~SHy^5MD|!Gr zB;n}+lNzTTdU=73%O~%wo_HaE=g?4ggAV7;2b(^CR^Mo_f~=q6eJ@3KPS6Ez zC2cvo8mYb0H8ppwGk>fx$8dR`?|;RxTGN&9rO(csvwh-enP*jj-?MyYpXRzWNxgsC zOwE z(POo{hWDi?(~Vy99<5DpVCs&%bH4X&)$d)l&YizRQkShc+x{-g`{ON>Qj@cL=8L(X z1}z0EG5#PEcg6=~73af!b7nr9bnx6e)_JPj=L6V4D+ms1-*{&eZ2#5g?*-$p_iZk_ zo!@fPn2iY(gaxr`ez%%zl<Hoe`_4nEgd^`1SbHzZI8$gbA>woa#~VwQZ#%x1&6;^; zx7wBa=X@3%pLw#1ZNV2C!`O9O{+WaDP$jtYMw_ z6Eq9SlYU^HaRPsJex=uM6W$81-$uVqPx-b!b3?}mSHHexl3=Iwy_42jlL@}j7qXS< z>Ga(a>Cg5a5S{!4ybej=Mlr{m#+}<_f;~*t^k3JhT=HMcZ~4k^#ig%&1^L_0Ex7kI zC`Qw$;E4jWTDbE=+aO)@dG}sOrolUUbk&Of{9S*G+93GcIdPer_Re#m`&5rGA;d=jr;?4JIF4 zqxz;vI&PTnXdt#1+_ZGu@LU0MvO$b^xY@zWR~yz>K&I;w&O2^!-=NL?aK`Lu3$A;0 zUNbsSni}&diD~BLnw}k(sv`Hkd&660>@@Wy|ME@SFJ@;}FBd&GnMdsU)g_zdEjP@! z+^}8d#^tjIOh9XMPhU8Dz@#SW`MEuZf4g~_uQvoY--;8?TW(iZE;e`WN+-7 z)&{n~?3DIZ%ezF`^n94@9WK3@mb$LcPk-v>*0_z1r=sltKj*u9;m*^Wx8Jx6yh#`6 ziG0+?^;!xXV2~EbuBwf;_H%nab~m;)gZ%JZ;fC^!y=T)4>_5cXH6Lwx|4CAZ@6YZU zwH^(NGa5IdLEF+HXL#q>9zLXAHc#y9lJriU!jHbsm{qQsG%kK{Ah6&7?+!c9OB3hJ z3oG1l`Ag;($8Iy0nP+F^?LL(AIraDVNzbl7`NC!;ng7Pl_QLCbPcEctXR z>7eY9k;-ukdc0HdeR1oi!#q8<^Bz<*fbLXiW?p`fF~h*$a^A9osi!_(H~GL^ap{X0 zuij*}lCvGnhkKegx|{}uCwO~0Bs?!oR;~VgSy%Ysfx?0Z78V6EGLM!k`~E3d(kb6( z^6|dgEJ616nJd`3o0;zmgL-#y6>X0b#OxGfekEyVGoSDjgp|MoTuX*O4;-3f3$9+mUz1IExX5GUpeAVI(XKr|I za)Y_%ZGrtRp-u5(#p!qN-e{lqNGVU@|Bthi}ZlU3(!e1zdt>6X}0;1wdkPIk#J#NvH2CnizF*IT(^?7=`dqW^hX2bnt8&9UW$)-7+% zt3r=5eT3Z^f4Kr*n?xL1xb&IojT7hem&si`d_(=_@$i|4e^n{J?yHUMWS(U4 za=T~7-%EEsTUhkiSY*h_=~c%eG~2R&OltezU1q|9E(nXu@mbfHtMJ39Ed(^p58E{j%%bD_+l8Ybjhl z@qfj>yKd7pL}!J*$=GOZPV#DITdg9jhkid^@O^DDa-F4vHG$qP1uXMRpVEYGIwOp z-zUQFF3i8S&vJUvX+_bSmRpNGjKS&5FGD-RXHMH=$Q7gaelbKoyB;ZHGwaBk59jL; zar8ELd8WLT@9ztl0_^*rn-m^782C8hPV}0L#5rvz;}xQpL+-4fr0!Y$ z@N>eRM}?py`Q?$tt*Xas%k|`MR2EFOay#YnXrHI%`4f!=PaG_Y6l4T%9GfE+KG(w0 zYx0_+|GXMAwyZC&?8ujg-NIF1W)xStI% zG%s-Fer;@HKjS3i4rgzU3}>m-i#*47Cdyw+1|JXNzF_OU)}`@VgHp^mzO8fIQf_3N zIx{UxU7yeUhK<^{O}~D|q;B%G^Nq7^+^chaW9yz1&r>?Tox8qFkjdC2t=?ygsv3MuFsohQFx}&EMX$nJDx01>_w( z^uVLxP5he!R=n#)4_e&^-CA$x8TuAHe4hARHcRSp$97x4fGnc zqax-%G?;Nx`h@WOhXxVlahG)F1g;2ong`BCmb`s)*xXO>>P1d#c=k)OT3vaYUGul4 z-;_SvvK#M6;XmoxvfC)tW5=EK8LMtik*J!*wn@eGXME(9UuSo|oATx;I3O0c9-MeM zL9M>grZe4wC+!nsQJmWGe_vlbd7oE)d*a~-ClU*u7+5f^S;~0)?v43uGWzomdWq;H zRQVk%7BX0Py2rpGOQPrMn(!?f^bQ9%&)m~!Qz*&TT>8BB<#xNpLCxKr%J~UKA0_#k zmD>+)tg$%1;O|wN;1@Q=H?zgf&d*^tQReQGTK-6C$D-C!sdG)r3wKI`4_7|1@4jj7 z+%%Jy`oGnxbHOK>Ox&FCm-k7#Y>NNxk|h1;ylPj~Tje!E$zQ!+ihKG!lRTsH?z&~` zy9Dnum77cs7R3DZHG8}G<@e+Bcb)NQTC8?($JdC1NkYuULT8@zmV>Xw%yzr;kyp*u zKSAhxfsl+PXWtx_*ZBvMuk1EFE>YT)zM#=3#e2W;SM$e<66UU7o*59OW7}=D(tY?Z>p_ z5}~UPVy~8G&oBPueSg97`={KGWggfkzC>@6+0QHbvk!MO%s*yVHS?I$$(8J;Tjw1+ zkon|*XYqp+%YsKTGfu`U+}_%G(t0}ogy7j{jH^nvCarxYJ;NuaE&0I_!vZFs)zj6a z&o}Iio26F6_D27@n#}px*}+nV1(zf&B6;Rmu%&$xpKd-uUGK2rhIf1PChy&5^zrPS zy=BakJI@yg%(39`W5~MvzSM8+4w)*6oLaWGwdb!F|J}AKXH|-Q&)-Y>Dh0LrPn`8d z3}&V)ypQ;&^eKFz$Btum%=4_ydNfT|J1F70E+cVn+ksp9_h4nh4ACWlYPIdz{0b_5 zO~UF2J10L7`LNKe((A85-3rx&x`%g7Ca}lHzAH~W{U-1Ow_Q)|{+Zk2-S$7(;N$h? zVS(3q_78vmeOHS!Q;7XCQ;cjJgZ(aWIJoAnJVfm7o6PeY|HX82CcIAF;^yifY?5^gYUnJHU zeY}}?_oVa;pPIJf2S+RmnATPAG+X%h>a8gSQoEyOH!$ztZPqJek;&I{Bg2*ZwF&q( z7*K?%L^oH(^w9AHYeCj+OeqhtK>XU@ZIN?&)HAJiPfF{GR5=NR)Mvb zAyFg4vb;&y@zvC2-miF;KA877Pio5jP4hz!$={E6^nWC&aNLkR-0A=IOZ~bL%NrTD z2BmC`iF#Xjwy3Vex>v;_Q>aIN^P<+TQhrUK{5dnzg7ezk;|)`1??0%rqiy|_yo{v1 zZId4y@hoUs^B|~Z!c+&di)X*y-njNU0~g;Ty>1`bM_Fd+ZxY|6s$W>2#r2n`e1FaD zD&8C2?O%=cHa?#>{qy0%%#?$kn-k8winw^liuWLBT;W(W_`1pN$NLW+5pRF;9^6&| zA6zrxYMh^GudnIk1g3zm7%roUZJDU1G;FjgZXv{6g*c<0+jk zlPCWzd!}PiEH=lI`y993WudI8yyfRh4{?0Td!u^6G9_Q+Uwi)t79 z5rL1)^N!iM%#1&BzDi`ypUQyA?hlnJhpGyPZS*48}!Tf)9L5=+dp?SZ$5VLM^gnTN7(3sYpLZA zEh5U}nB??+uucBA>e8bJX9^3RSy&Xy%wc>#&s9Kwy`#(-r3LL9p9@~Nd}F?w!wX|& z-g8pZ7iEK+iww6Bg-5+>a&4N)M^&X=dm2w3Nw?rTC&Qk8V7K1MdD~6|zkT|~H}w7P z%z!NYZ$VM{O2x;IWHy*rho>sNF0JW4J^8n9p~Ka$-dfdHLcI4s`h6waO>T}U|1s5i z*6x#^jtIl+{K`3Z_summ`qtr^mtgc!3Viv?&Kir$Q~1+oeR}8<{4W>OeZFQQ5q?ut zN6qeVCcF=JK5^3eOaq#$RY0A@-e7iR7b6tSN)I=q_zBJkB;!J=;eVb=jGI!7iQqBGI#9!KkDrU8Px<3d=bkb@d8R&f+1D4p9IIa&$#97C zwQ#c^Vr}>ks?hT-ywTuBJnNx^e`N|WZgMduK}Vb3Ye)DjlT@lt{C_PK)VFAyd)og- znyZHJ`?F^^nH$Xf!SnoJ>*ohdf4&+Cw6RSG8NhbPV!?Lihk_j9ye-|Vhgz8v)#?i? znJXWe%5c0sw|eK)XVN}3X5XFf9Y_HQfn30F@AL#VhWDi&$wDpbounKNy>By77SfaA ze0;lCRCmqw0+lmQAUC-`Ho95-`rzqF2Avref_if}#Qj=Ms~`B5_vU`Vto{j~FPl`{ z&V+cpIZZplr_A5Rc}IcLnJ7@v`Z++|T=B)lcz+hZ+kWI_xM=h`Fb_L4W?w76tn?w!CxZAN!|M;5J>d zv4C+|R%5}#n+IFd**9O4&fg2Vb^Nf=ZEH=1H@44CgTlrb96R2|c8@o=tmRpx-;-{?&nU{wEG_cpzqNgv%1uY}>6?t*_su_M*QTRb{OWS#3d^}|2TPwE4E>y7 zb7x~y>s_1BbD$A{)1bD{^6iZ;FSZ&mR!@aq{sHQ$FXeo@ewx~b{V}r+{JXn!WuL*0 zEQy|k9M7PGi|0f zsnTx)M_T6yylj0&aunzfG~6une_Ua4dH^@uocrv>eq2b>oy z-)hg@cp=?QF2pGq+DGnDW#7Lf&g8t!y!MUnU4669zWu(od1v0A%r~|6 zyDp`CEZ#RYz;E)Y*B;HQmmPdDTRSRZ`9l*#1$cT%-Ug$W!h3By11$O0$*_m_HEUnE zb>Xzpx9#U$ugz^bef+M;3sbS^l^efII$k+Rf#;jzNt;#RJxy=9_7xoc+V{=Sh$}|q`$#uUQ?iQKDE^A=>x%=Mr4K1&Nzp9=+W$e@(m%nSj zH`iXCoTD)d*l(m4GI7qGJpF>%vnO|_Tsh$WCHZN0dH4C7?)E9Bi|+S??8wx*qa&JU z;|jW}gyZ^M@Zy1jjH4o|f7vG2y`0FKEd{#q;^DEC8~(BFZA)5zPU4rS_|AtHkL=#a zzx5>F@~si70gn3B62;RO^Lu|gsC#r~$&2M%*LVN$?h5>;dHVj(5M!f<%Vrw+HNRK&{8QsxZ~)4*pb=5eTq5cH{lLFVsW!!ur@vi@+kGZe z=8l`(9TWazXPQKH*PQ;)B)H})q#^p*V0FV%pC^{SPP2|R7Cd&?QK)c7;DeZYVLGqT z-IHQjL1w&CEzhi7C(d{7JUT_SvZ40Z<@;9GmOhI*wW;Ojqb2r=Q?E_ln&R{K*O|{A zJ9<5KWUAcJ5dsB<;IrRHpF(?-s+;DVG2!C8-lFrIO-*<^&T(qh zc^MZzAN&=Xsww{S_L9rf{UO%exw012Q41HyvvGvrd2=|- z{aT{`T}c1bZa3Nf>&!p-cE&;vmvtKayBWS=hL4Gj{fRqZ?r`BF)x7Ihh1c|BagP_QE zp72(Dy1Cx_7(0i)(x&FG59ZE~vAbcxmnXw+-q$RB;rbiz<-hlt&gYt!uuJ;4>etEr zMy5xf6wkeSpowj%@dDRv=?nekCx`g|VVF5}TG+H_yH0=EedJvFtce`vyrCaoofXwx zbGtwZbQgK&?ESlPx$m_BZY_m;-_4fP~j1K zVH)y}>86ia$i1C44KZ_k4>espIq&wK>Pu?JGXG8XpW}A=Smp!n7(M@E|B@=5es@3R zJbOQ8UP_?6t=q*LJ-084>aIB+AhG6Y=kW_7iCXds*K-yp{He+{yxe0pvw|n}VAQ+{ zo(*?5e3@MIcg|XiUftlnZ{GEzerMN$)QjFn`)~ zyU(b*bA9Oi^V@Cy~f(V3a8BvDjBF&be{JH1)V7WT4+g{|T^nBZQV)2?y?&XgECfiQv{^sp-bm|LLzP_8OvlV-IgVy|ITUb|H9+PBS z-92Ht#V?;LcF6@Bwi!t0fn2}WukRG76=0pZ)oyWS`4&;BttXG9Yw%wCbR_-5uWhSm zs?}LsK5{;N){lH+U#Y!nnd=R0BBFivxG{#mHZ^gb0n#k9C;H89b%}dMJ70Lt_PNvc zDM8o&4%?5s{<`S>U$%WI_nN$ttsqxGIlO7In&mC&r#}C`nlCEU{ipWFmnrdu{nKlo zKQ1=$TwcEZiE6*zHFx??{`Kuv$|Do7B_^}>&vO&d zU(P7w;|%I^DT4Z3?G7(YN=u|-Tf|TAUk@q>)Ht#$H(3NK_&jBPl2mZeyid=p`gfPv z%pW|ghoa{F@JSW!eOQ&zFWhVSJKyd>(V~?(i!4`foj%>{m(OLpVC{GcdsiwqR%Hh{lbL3_j_wU%)R6>S?i)F z-_>6{U+$~$ozwlP_BroB^}Tu9{=Z3W^86&Z^<@6LlENZo?y_Ah`g!i*TMXdNP8fNs-JR0E@2{QU$4m0tCdKx?G|LWKI?6mnZU|zebE9@ zhwscco9s6Gi?M^+#o*aKd)huH9IxEaoN`CogZbO^32blHEApCDh+o<WLDEG#KzibY>b;J7b)xtO8*ZJM}fAv+% z-~GF-dJS%5O7!I9fON7opx^9aQsZ(jrOk+=bB{G5Axl}>-bxAC+c@< ze(p94#@oEM)6OQooVieRb-8U%?V0ZB0ughJJpV`Nyv#g4xp?*8h^6rMBbQi zm5H%hAF2Y)b3N%iULbPj33JNKPq`dx+^;X%%jY=TC#G$2!tuZj%IResG0Hmi4mT8*0nkiQ64#pg$1jegzUlTlZn@#H z%#A|6Hw~AU#nenJaDLXG6Bl-W?OqpyO}5iLlUJ(VT)ZRWet-V=;Johhb&((D{aU{9 z{m#XI?M&a_o|I%WKg~_xjfwZsDPKi()DH5j6>)sZYkzMS5BotrjrS_bPBT3?8b2Q3 z^<8tmK;Vr9N7;nu)sklzuJ7eZTk!vM0^6^8^BIzs8!pR8oZkcW^H0d_du!gePOLi36%TN>e~rU=Rcg@l;Jg} zG>R?k(c**Id(;j_{77Tv=KgA<4j%$DdV1U3uc~C>&BM2E9jWSlu5zPT=*`64aV{na z^^zA8{)Y?le*2&1^4Oj4jVb%F)2X0p`>>_KWbmM}r2$V}P;S)hFEj7C9h?VVyzyM- zhO<;2w`bj1+ma6lUEY=_-_Pgs_TA>=dT4%^^}_az@69)!o_6Nz?c0Zw_+Hw)ZTQvd z_=$7pH}fmY)3<|`iCmYF`1plOtnBp@OLl0}oc-F|)7!TT_8LvJ=l^#%KO<>w8`v&) zzuVd~PyRn)zv#Hi)7=~OyWh$$`TfyRcU z{F-f-AN<9==b@?ap6aKjAD!1b{x;v6_T*sP=Y%T{`3%(Ig|9{xLQq^JmX~e{84=Gzw#=mG~W}w|L7uY2hcr24||Jeyhy=wJ)pf((>h>eZO}5N2!Y~ZfnQq+h+yN3a*6G{r7HhHV7fz~vYANtdhNGIV<*WFCnaB1$`o>YQK5dp) zx|DazM#eKH&wno$TKkAK^k3#?n~n89 z7oVJV>FF)*hI#X&IhBR@X01x<`qw3PEtO;I-$$Py12nHnZ=X)R@*vl9x^!7mY@6`I z1Dyp7hoVzGvvOZJRTr)E$VS}31Y0Kw+d66Zx;LGf1oU7G>4rX)PN}d$*@y={bs$zZsAR9rPuhX=^X|yuwuA7^{dhezP!$z zzt0{?Wsv{Q#b~5>^3jzevTs6dZz%j(*81#KwP0qk!>i0U)xP`uzE^3U5BvOb;eW_t zm3jRU7Z3g7IexJ5ae^ACt2J%^6&0?q#o3I^Pr;L4p!FIB48N*G7v0I7thTzXV%8aE zp*2%H9sP3zqC57kaLL}!{z>ihx6Q}yd$nZ|-E4id(j!OO6UTa?)k zfhS{P{-`W#T>t#zfsf!-KHxPAOaf(p|DF@7PG#GF!&>{|J<~{&Uw5~j{r%4FTIz>5 zi^7Jd-`_6tUbgAmyj;@*Wws9WuSzcLPsB$P! zIMIhU`r@Hqy#7LcEidz8!2QU>D(v3<=iHx&frhAg*$+)*e#pVOvv&X8q!qg2?+e&# z&A-_$(d<6s?O66|f4Fw^@kX5|53<-xh5nnQU&^01S#asTIZOZjioJIB^Vdw5LxIYP zJ`>_WGj;BVCMqXFl0s{}(M<>2o|ChepO{$i#KWRUWzGHr(uTYrZoQu2X1=2@bIae` zhG#ii7PB3iQMVD48~NaYsS~~2(`T_;_}RBRK`!KhxNys~V>0E*^-{%qV%Xlda(Dk& z;!@XJ+e;n%}HW`+DwQ|dOIGrh^>?Q!RW?1{rSs@3fzgU?q_ z<;)6NB;!7%Zu|e06*rkrs#Lr(Q5NWv;&A5%IeVhPZNyyDhsj3Dr;a=~^3?91!{P4N zqO5*M@N;=I?^gEJe;q7qBvWt9_5*1GTJO6E;rb3Uwr8U_3-A#zd@!)eDxC08VeR^57zFH6-!ZWLH3y1g@x`L<-%js9=R zfBtNd59s#3*{W4-TKQ{vYVW0vR^gEN4G|WCCcnk4H~1a)cHaOQ8~y({YI&e)i}S&` zuX%mc{0{FdcobuyD4url)!iHO-B#-_KX@cwF5ljlyJP$L<+CR8sQb2E{0VL+oh*2i z0%;5^pDOkB#j3;I$@vLJg;IWP!s>^AamVQUC)Dq?aco}w^yHWS?><5Nd8kKJcg^_% zE%4~i`2wvq*4uBt$~WLF40F^i)R_bEX~TwfU#{G#o3ip-^}IEg547fM9-Y_yymo4X zMCO&lH}v;zS>6AL%``2NLw8*x+rDp-I!9wtpY}bMUIDUWqoyBdth9$8tisdIm%O}NbRt=@0=aOU!*?6be_Wd!bK`7(1Nm%4B3N1jLE#Sfx>bGRTSt)_){-QyQk zj%lxr=Wwa}wF)mk^ox7Waen>wMw!Ix`d40F7xUohX_b{fHizB8KYPE!)|799(k*>W@_Z`Z=kuTtk)g`Xed zyi}wguC8HHxYLU9>E5`x49cL6YlKCnPLF9ExSjU7MfkihwDr5x_QO{jxyw7jGq)i3 zs(U=%%hN1)Gp_Am0NW!io@4*+^ESJy%rOxPK)UEMe2W9~05v27vAk1Q-c%0P;-cRPKr zrGL3@9DNuZ>Yz(f3J%S=Z@wr&<4d(DYqHoUR}r2sKhA1c^qW{@FX(EHx_IaZ&*c3M z+w34C3#NX2rw?AA{nO`}0cZ_?CC|0^2Uc8czgKHmD0A=YXuA0CFGR0YPkvt5h7Beb z#ZvI8)YosUcvF??|9YO>dnU8s8Axu<#A|WqO)fmiTE_T!^-Q)i_vdAT=jP9ev8D4h z8$U!WmH7NfZROKbE_Dr?SGIvKG~3}Kw{!aw2^wuOm0?fsYc@{%tM}=!n7+r= z(~~y1%&~sA%+p?5_hVGi!lfI0vJN%XE)NaevpMYkuQh3Z+1jT3K00-sJk$4;(;g~$ zeVILxBi*;<Y;fV#$JS>HBwrbgH35E~5 zH?Re@u0JHTLi%G~gt5@WHJt|M>cR6xOIv2{fz%)_+~2NFmiv>$H}T#E;n&789O0d#fkzxq0SpZ!O;^jlFA({mhQ?y^Gw{q1&(x9}{v=OH(<;F^zwxA2;b#Jg?FIgLT{&1Q2rU!P0mHt5V0`N+#?yd^&) z>290z!!rvD*x0JYocG*eTVT-JD0gh$aq#j~=7r~bd@Ptvw)$8IzxXZwQD3VtNOBb;a~#xW%3F z_E)^_-4326^qwtXm-?u-wCr}Qg}B}vZt-)iU(FvBzP&r+@{VtbXZ#=E`afrxgiejr zjK!CGB6eix#OR3WvAp@mTKULiPZy?Pg_JJLy9&YGl}DC zu`>>OxM*d;#*iJLB3@rFU%|hoEjUr)k5T2twLZU|vXuP~u@Kdp!zJ$5%I$DNA$sbh z>ZwZNb7v6W+Vq*{MeCyq zm-Gbe$k6Di|0b%VvqICx9X9c5`TOMCqN-5$7Q%WDgXbRTnW0e!uJ-J*yO97!VeD>x6Iu0`5gZQ=WoJ3i+xnC&AzfiQ-)K#uZ7$F5bK28 zH_takXRNzEeg4sd4K2a%9;%3?5 zhM@f`KANAKW?{AKbME(!*6w46BJSjZ2RA}@6zD*z@})YHce?fZ{hJ^ha(HFILr^-4 zQ7|^&dY`Mx@_R|)o(Yfg-b@c$UEzDyRZV*KiN6NCHUIy6ED(x$Row2|&rtom`stcI zES&R-3zr-F%FZmf>a!z4Eyhw9vLbWsd4rz^&Lz+LV4EuR$Y^DGyruBEIh^6=T3)kH z_?~yBc)ic9)wi}h+H=_aI)8G#WVU^-@ctia!9J1G1Z-Bu#JOw5n2H{YJpl?<3(+)q z58h^G_LR;)F&kfjO6R=88w;LB>|olqw=4U=KcjUk)g*r!t!q?!f6TO$<#6cc&_9fj zl7<_;c*A+l5z|vgy071m`F!eN!PA5tMFwm3A9TG@X#VYa;_=h@8}bZ!=geDnF!Mo6 zobjZGt4$Uuok_x zlIYvy_4l8;G*9^CxHrL?`>YRrs&?Ld_RkTuO?QsW`>2o@!@ca@*UKgyk#DMWUtOE5 z@+x!Zd8esOM%E;}`~CLh-zHwp1)ElG__XEj@(V$)+9l^4 zIr?r2@AZki;b+@E+MWZCwCsbAv?%%rotf$y|9tJ?0;3p9$#rvhUVmJC_{O5|3H2`x zUOKlQlz!>fZduD1>aG)GDt7GG3+I#>ztLX03Wu{XkUb&Fq#_6JhM6c3o-E>cD=zbE`PR{h-!FUCgcUsow5e;q%*o z*Dv|j^!pB4pCV)W@{Elha>ev;!_kScQ>PmIxV$%5dS=089|?WsIMA?&zQV$gEvJ#} zYms(8^o#q?#GQVRrqu22JMDe+a$0%vef_#Dp~ZTsANAThPcz)_UHIft?Fk`{r6(W8 zys_8w{-(O+R{nG;zN3pz_t@;nl#EHpD*8d{%+c(>T}-uC3RK*R`xpV z$W-Wgk^m|c_tdd~d(Cs@721#9IrfuR&FJFe&`suVj{f3hKh(?okZsGis?tlmdg1B} z=cca~Ucv=xz#Htyl<1kisp+W7BJe(g_uvI6@oKIcr*!_wQosJggs)k;{b29m2V!rp zC_Y^8W1+kCTEYIR?Yb#VXZGF*ec77A^S*8do00z3m`|5puG7gedoTQ^y2$0r{-1(> zPd&YyTQ1#LaM?jZcxu>&89R9W#o&YNEB*RZHH7m&M}UG@8XUyDGuHN5scDNC+}^z6 z@l)f5IZv6ZrZ(0+U6(QKYQq1sQ~!CzD6QS+X?@?OH(*DmM$hM`;0}>U9;lZL+PdXA zc{S(P7nA147+<#liJJ4ZN;^EPyO}XDT{-W8P@HqU`8V(Vm#*lqYu)xmyL|2G86k=D zXC1NkEPKAmJ>KB&qs&<+HeLDU%@w&bx%2SdlP^q_#q(xyKmL})+I`aJ@J@IlPY7uUIi!M&C6c$mD{ppZZNGEti2l`eez%VNI8*n26KD+ZV>nIK_VA>f^pA(mE;X zUF;p;xtCL|TWvl{HCI-r`DSeVvit7q9m$nHc@yqwRnI=!Zud>(?Y`SJEjbreWy<`v z-9I@~`K1442eYC_(~Le(jcYHn^j@p!Epb;ZW4mFDgwC4V7hFINYAZ^-^@}0$U&yz$ zOU+(RUBvVFvYPOIuq*aAP7*K)*y;Z!a>1t!-_jdTola-4p3fTf!np8@dFaPin|nb;%#%A$2k5MM+Id{>$e{UhA>t+uZ^dvlKemgx_dgrpj-{u_6#=2*+=Np90Gno1aO=7IJ%n0U_E z23s<&#;UT#lYLnmXZGaI^8spWo_3yhVC;OoKyBgVSQgU&fk#Fw3`KSC@n(H`VHUZ& z_u!#hNkZJ0g@i8bFO}|UU0IXx{Nn9g^PYW{d)z@oy3pW0_~edU$rOp-d;Pfip5?u1 z&RI}oZ$C4uW7)E2hi`mep(z$QFRSeD+y6~pMdmN-d~@cP;OZAgGizeb6{(yGa@($X zE0;%{jr+CP6z*Vf=Vl7`;|F_fjhFlWI)7@9-vu>Lgo2{Av5L3*yrRCZ5=XkZU%B{v$Xnw! z?&j97lAsXh%<=%8cH=PZ>2a}+t7?IZ?3{mWIe8>qLmaeR#Ahd)*s?pm%yP?Ydj4k4 z_*5iyc<%B zEm~u@Ih@w#T4dF@*en06+%NTEX=V2}8MS|1p%XT2`xYR)H0*Mv&*G$R&%%6wD3wo_}N|BKMR%=eXnYk7sWinjWe666hXZ#vRpG}wYy1(IugT&j-E}MP#MaowlIJ35W zV|d2fT?nmigzrUOQd1so+AwS{7nr85lQBe23(WX$!uch>P z=CsdXyu=)R`bFnV(X7fnH%zs%=R-@N?bm3*CZ&{<=>p8L@5d;`wzb;m!kLG*K&qj`Ix8;DJjBX>?>=a4(i{$JzZO}B8=H50ergmDFoW$Jf3`pK z^W_`u`R82BbW?d_5_;6+h^X$G%K}-5k)ZeC3!;}_{C;NU^cL{06!$}Y%8BeA5lnq` zQ(cei+qIwk`|ie}sS~nRZ2Y!+m-4iEl{fq+Xhbtzt`oR(GVS8MsSUhcN4$1+%+@uv ztpE4zWPiwwY^^ssqTl9lRr|Ff_I~?%^csDvJE*kV++btgV@vUGbGWNpw%v4B|F5?+ zUNVi(Vd38F{kx?mxOEK$~;6~ z8y4``UFD6bklVJsO|7h^^OV8eotQS|#JiQJw;8N4o7kT6-jP-KwUG>Gbzh6EzzvPh z-npS+E8?^Y9~l+!#!MFVJ=A+gOkex!6yeqntw-qY$M{F>zp1kG)IxjSb2eg6KZqt$lFr6`>@mCH7$ zKLMRA4Bc6zF1{yQc)j25{dd}m6VLD5@I2-Qb93*e)+|lS@T0sR63*VeHGNNun&Jc> zGsPsg3x{v$Z?sN(cU(SuTE~rj-VJO`{}+;PF}K#PbU`urpNebV{sjUoFa&KWlf?LYZ#t8?O6E zoM#93DUB2TS3tKU+`Moy|MOQZt82VIYH^1rZg}o-!&z;;%eHm*YXqv;LT2vdz32Bl z_?*zSQ++$kH|90_RCqp`y!5l|%wn}X=9Q=SM(lmFbCb@!I-d~d`H~Aaw1-4xw)-G!Go4?JjYZR-V)P|2>QP zmpgf*O;MtF)cGT?R;Ve=uZgI>xvc$5wEX_cV1w_OZq`4r+h!MaKrO}8^s!LZnw)_w)-NnMy~Lw;oEo{ zwH^nH423tk0(>$Ykkb8H@{F2<=OYF{?tIg(d%5boQk5XW4*l>Q`(>W>jD*uoD zc%Anq_Up#0B70bPg&ssrH~f~^xpa%te5H$%R1YQSC-(dQ)ycR2H|0{Mg|M59j7cD` z80dHc=JP`E0SI^Vg9jbcIrV3ptp$&a$;epnUAzCl|HaLHy5A08Tj7S-c zdD+jr@_E7Aw^GYI&nJ|u`|53+Y_fav^2`ZEuku$H>6g5TwwRyorY2(|e9Y;%c0|Mu zagJ?&5B*zvAKaO={+{ZT`Q=6S;pFe2sYl-QLyg7{8#4EV7w}7o+?@Aa>&PQkJ(igB za^IMLO*~U~>5_Zl=`AcZ{l86o?=7uPY&qoUocKpcJ1S!T!vOd$gLi66uWae`IbQMZ zH=CO9{)Yh;1sXC6hT-c2ziDvah+iL=QNPvAQSH<2>?f?@X0eZz`c}KcodpkEEDDrBD{eTiFShWums0#c=ZZ9^+U6Ur^ZIU1m%X0Cw^4uh zLeKk`uFu_Dw{>DDc=M4nXr&JL zNP(T+lNalpI-*|u^#yp6aACoN01JkezrNL4xgSlJ&(M9u{QJiF=ic3_UuQj;{HQwN z{qNWhf2VofEIWDcz%&`g-}e_AZJIv0LjTmJYcZB*fAc6y@JaC`OC1AM@fEuapsg{! zw5$J*9n|MF7RkTS`BjRqjhX#0f&d!g{AMXjY$e(mr&v6eewuG_`LpI2|qEq_vC zQDh}!DSPey1K#D1zqOYa%3JmRc3&=evEWLEgfQqF8o$GrTa_DkLl&4`Pk8Tibp7=Y zJI;YuK%6Xik}~6Dxt{%wKQ>c87WTWCXD#af{H{yvTjA$h{1Xjs_JTKDIdAzMc<9A6 zPm@E({(qk2Ki};6PQl9T^PSp%S51B;^G@R3H9PV9R!k>tjkAJs1>ZR98G2rMU86tO zLh}#9w>Y)Q^DaG)w&9I?e4=P^+Rhn&b~Uxu=8JHy`TOV-+ovPZ7N#LdhMUb0fW89-UP??c~WOvp4aNX7Z)P*at_7>!f@!;jJ=@^nNsDZC zzW(^HQt9BWpLj3jV?hPm+q^g8*Oe#MZGWTGehHnGn5bcx&U$CdcmXXM(TH38SCfDZ4cc!K+Z_r=HjB?mBtG-0si(={2tm z<{VR7Fn@X?kI4?Ml5NdRLw3BbAwRX@^j^@A`~H+qTO$j%4aU=DH#+<5Mpd z?5=!#_#7?J4S!bvsVxQYZ`@aQOXXqe?9MG%$K`2 zygOo4&t?4eI*_#S_+hh%X>Y2}ewg!nXZFXFCpWdUM1H&GJ#FQ(0Wf zr}v0?=A&+Qz3?p?_zq7lf);)aI=^3gN=*JLW71h;`N>!2r&?c4@V^U*pVIjz+m}eF zoXWR4<54r&ZPAIfAdSuo-iYTzYUc@)=kJ+zP5!-L0JMZTT=3}h6YJ^nF?I7!{n+9j zG23L#QS(sks2j`AChCILH~Y^%9Hr{dfBNwC*;htfFz>SPgMbtCVK?G zA8Y^rdD8hmip6}Z+w12xGklwF$&v8ikI(7YliS~m1U_{n8DCknRl}@UWOikq4zxWo z;qsb_8UKD*?DT5_7aUf+=^Ly5T=(QisGr%=@GabvBjJCZkds_s&NU4&{{?G6DR}XX zGl7s4e7Y#_yTPfXu$(^L|IbzDTk*JW{OK&x{Vm+k>)(WdF+XM%^)coR3bZkXvD0XnYcqXb{# z%$f$7wDJ#{+{JtTfCI+gw$1qlPrz55qzcQPZOFkr$fnjEiopvD8Uw z5!GFDzJTxa6W%AC=L`5&r`$~SNt68gQB=QR=SRkWd!7U@e<%~yzdzipPxafZotEDw zAG(&wFr`X=;mqz$YCFZ$j#nSpcVAk;x2VwWo4LL4`h(q9Y9>nhZwp@e_4hje*ff=m zk&`2895;X$16I$je5VVJ!qagln@m$LZb&-U%MS|1DjxQYmh~?Te>(S{oL}Yh&%9p} z9Q@mbv?F|+B;%wTw?g_%H;;Qp9$Is`Se;u~edEl@H_mvjk^3ht7i{-s#;29Xr__I* zA^1G)to6s>unjXRc#iLc9cl45&giuvL(SUb1+!*bo;^F~nbFU4PuZu>Uv6agX5z6l z-{g&)e-bl&%*@x$FA$NR`f&%E!(>Do-wdcgQfiamtm=<)#Vc z-`271wyq9mE(?F3b;={Kd)bPL{a?Dot|?bMjf9@yqTt<=rn&0hkA`%nJXj6ycJ=Z8 zx=7}4)Ah3t{F^)7^um+7(@j&CtaQB`Qgd`4xDgc$It!&x$}f28oOIL4UyeUN`P1I) z0H_=?ky$QwVCD4A&letO70UhI?=z>J?Y-K$>4M9}dV{-*T3`C>9taNB*!M;KiuS_9lV^8tjBm2>n#oqve=zHaln(!8hnS`J zxs?;WVrCtV{F=#rWqtBlyOigviVRC;PFyDD8{EBgW$Wb-P%1B!^a}>1@;fT!agioE zyDDI{NMaV_jh#=fC`V2IeRccIL+f3$qyS zRPHrMOnQCv5X;|qeV>BEH+OSi?g;Kaw(^H_?8QS>JjYkIJ`MpdAmvkA^yk>cvw5MZ zk3sdE-r>qD&H1~|q;KWf@IQO{&+SocsZUnAeh#sDvmcZ*&INNnhlHQaUd_13km6$> z*~CD5eO9$HhpOG*`RBo>&mqT_+cI5U)TpJjLR9z7Fsm z{F)#3`ai!U7SCDL{+}&@`M380w(kwGOlBt*)iQ6mDtJ7sH~FK$BQCLN`;32b|298& z2y}RY!@Rgj3+(UtKCqSswNE}zJ5`v|dgqGqKDM&-8s6R3kFyiXk6wS}5wlut-HaF8 z7qymh_{G2~o;hg`TmSu#j86tv1bhb@SIhl3jc5Mty^rnN`wylWpY-BaD^FP~btFb&tWi{SGh8`73bh8vnwazcQz;)i-Y{ZP^s+ z9C=3ue4NsK)?<*9B4nawJaN|Uw%GZnp>{VYks8lA8J4iD@FnY;&G~hm&-Q%1d#n0p ziq59<9y_O*t=`1SyJ|=H+i-{0Nwr6gOkTdRe4TjeD{J|itY-DQ`d2DXUOVfg(&tD} z46Zjm5S0&J()DDEkHNlwKR&vBntr-KE!uMO+Bqk~&J?~4RnGe6_b7BtX|?&YzvcJ0 zPxCI?dHw7rzUG#z-b#!ctAAnqvv~f=|Idt-r>>oK z>d|e`*6;Hls+iY6il+^q>o!g+m72;fed)<6p46nvH?*E_npzwQPh`(+m9DOus5S3p z{8RJk^TCqyzjK7H zZd+xsc3no|d~^K|ryx-^LA7d@O`d7RZpqz=>fZ{B*F;%{t(8v--Ln7Cs;|y#qU?{a z%005mH#yYi!Hz|(h2o$^?RQ(ji`oyrIhABn;)O+^N*?W z)9YtDCW8jK!rlk;uhXsA_mxd;^6|5k>5unpX57Cgis!<=EJKFhr;jqcxgW*jcHySU z3l|a4>1^WjYEOac%-sbSIGf|u(&eUf{&`s#4jLEVUvTZF#p|2{dgt$LYP@?h+U(7{ zH@ea{V)v$IE1%3M2%Mrivv=~DW1ecTfc-6`E_!;3XNR2RDPG?--UZWcTAaRe|G_My zhQF$*48O}YoSpall1t4{K9?hv{wQWEXiUA&817?5f4wImYIbaYVj&|R8D@MYU(I*u zS+jhbp4xul->NqPH}*%Dt>`t`oH^^J&e@z6jeke^)|~%vX(eR#b>7*%T=x?m6(5^^ z9yDmg!#=B*`Rq5v3pw&kXTMoq$obD^a+||sHruR-^a9Y}>j#ryaCLQ>z3km>mJBW7 zjWh1ZUa+{3BLlHoz&t}$Wd9d$mko8l?nZ6Dloea`V8X1!*5UHU?55o6_jZ{dyM}lD z(i*Ai`;VU;Ef2Y(&uv#aV`7JyuS=m>^ueS@1~w|o}+kEfF#F#8EFy_oK{>Xu2U>+zU_Nso-@tTH>4Vh%Yk zf&FvQPidb$>n9(&*PDFx*v72K5nC0%iL`Tm`m#A^neD#CyQHhHZ?~(9%o4djaoe>_ zhRI=^0a=3TFH(CxihtVjO;2^^q)$Q7eaY`uew(?ACu8e>@u$XYYqPi?8%LRyTRQ!J zVZ7z@+|%u{d-i7g&SrV98^bF6W#<1U!t*a~`Y8E>ZTd%^Tk%JYGyc2TH2dD`Nl&Sj zx$BmAuFLojmzePOh2iOeuvPJOch2tWP1<64yTT1L<7*V9>wo9j<}+bi_Lt4>H;&$T z@^;>1_w5f?&esOb^sbnGO8SKG_Ju3N+2!A;*4{dDecKH2`dcZF%%*(Js(fVTvak5( z!Kcqx_MErwIdA>qd2WPm#Es{^lY=s$1(40|6T)_OJ5Jtm+8p$Mvj2QD)vX~gJ^t2x z{?@OS=NhcpX3+j;A@lDonr%zLHDgq+q2QmY%5OU~TmSmo)!vzMC31UVcyF+Y(5BLBo9Mr@5#3_3ZsqYi_01 z+;X+gWwtqZ$S#-5X62qno61`v6;97B&xix@UksJZU2u2eYiO_ zFr$92NKH*@NbIc_I=SeC*adn)S?`k`-2%4C#JJP>%-L-Fn+*+W4d?!q=J|FCYFYdZt9KgN<}_Q&PAQfemm zetf8p`!v(uqEF%Or<-pYzlCpRzY%{NL>%AbkY~VD>)0xlgoT-&drc1WuAQU z^D}`fg&e2go!UL_9WPCel!zr+&HBeFd*it;|K?!u*hc^6`QI}F)A(l_`y7{C_L%3g zqu%qUZme(g&9wshzZ5NI>YV>RC&Z2Il?n4vQ_x9oI&&JWoD3l|+24%MEY#7uw-VZ5 zJa>q3MYGJgS5=%M_b2an-tx8k;yrJj3pHMm|DGD(^Z91*ZKa;jES*Hptvg#99%a4} z7hjSeK6`q7>*W|7bEA;ul3ILOtlcM{IQbuR{(mjr!a4O5W6_+voU6yJ_tZWCkMQ`* zwmFBi3w%A5_^O>R*uG@OFMmGcqLAg5T5>9&Aq<}9EBYo}fQ-mJJ#TVz;fh;JEST?t zlh?}q1wF5Bwg0 zZ8v$Yzo~NVZQR8}c6sO2Y!`Mz&qqxx+$J*LtW(qfQf7(%x5{FxmzHx=;3dR8(k+cIE!P$Me}!@%+7wHa{zi*R6OmOD&q&c30}8_=9Xezyr9;yQ=41 z@lEU->e+36O!TVqRsHxKbVQU`Rq3Q@>YJIDPx7&I;HwjRzH;^CoLU|$@bHt4jAzy4 zbj^*SpEQq55@@=!cBjO*u65ogRcBl`;!oDMZoFoE`uEou(}$@t{`-i z^Kv7PeUR_^mCLq=T>gB;2h`E|DDG!Ev!>zAZIw#z$Qc)2K)UmPTZ4V`HB`Tg?`ipW zD*jXZze)ek#=C8JX?o*}SWXp_`2QsKYw;F0Qb472iv7;gi0COcAI161Y}seeYxa$| z`z*ev>EEgNQ|pIiq~u}>+E^z?Nxkc&;~`roJUVoXa4(PP&xS=I80>Q zntjy}U63Hp^($58t&2IBWMo~SbrRZHp5yc4OYh>z^BXnqFZWf87CxtH`+O2Ck?{0e z_XHSbtmt506TZcufA-0Eh1ZzwBKf%xcR}ycl?v(7uPhEZ@e0} zT6^Bz;Gn}DX3TSTZ_6+)*dl3hD+RK6n6YS9$p6-U{u#f@Abk|Q!zY)?{g>8zY+owr zb97IU{R>2O)cj`)2f-}d>oBACR)9>2(3T<>DGMcDnTd#Dj<*x@+0L3bKb_t9*%y?? zZZ0a=ck&5y3g@%8eIb!oPI{(*hoydPu)L4RIyaQ(@JRVR`rRz5`{wYna`r&bjLuW$ z_GcUYUYJKnNR>Xm|L(c!e7hVz^_j4qfc!TPv1YaI9g1-WlZ^U5CqMUroNYK^vt{t_ zUitYSEKc_FgGTJ_a{a{My5>W5?T$N`^l3|GqxXyZ5cvj~;w>_f^?PQkY}g1Ik-EJ6 z>_Mf;?_=r;epYH7zTBrA(Ich9#x17I-tF^`>89Tk$T-9z-I+X#qc=odgY+J3-=09| zdVE>#V8WFI0mqY|0_byzE3DKypXb%y&mR%^3{t+%H)C&xCE_0c>XfQLV_O~Tjf+}q zZ_RnR5ptRagXP&KlfNJ3R=>LU12jYP^71pEexz=SgO5e!SzvW>N4- zxt2d}`q)L8?17Ec$(t=Ngxkbl&5{||yd}di>dDHkiOnW3*DX&iatW&6b6j`@p-I>~i@o&49(#{BInW z7O`bsY}#_dF-m34>+bE4g>ok{XU@sED*rys*it=n;^ZwSJf&bk{`j(-XVeuH-Ka@o zmY&IwbCmsOPc~5%H*eJb_4qW)Qdl$vBI^l^x}u>QHASp)Qrr{IDriOR;FmY)%1Zlt z{(J&BHSuO%0mV}Blw+`J;%8ZO?VjT<%cSK&!xgo+WR@EKgbwD}yfs<0Wl3Pv77bm& zIbX%C4g6f2SLHEG!s+eYB zlMJp5ej7!f%q^;ylKy?(+phMK%p7=t*}W8;qsn`35^H+rfz|tOG=d~If;Ohc{5y8u zOyuh^_wS!4`OBLwPlG4V{;DNup25azvbQd3t-Ug5mSH7x<);;vrpaK3sl0>)aqShE znFw263C>jQJ+ndRAjn~#-)weSa2+!5@&EeuyYEiq&dHRp6Ftm6fycg^#q6i!L>;rl zP|*p>0UNw>-mFX2h|<~MzJC*I;p%y-zW)<{tW>?i=I-K)wsYnkd;b2B`8<<*ah>b_ z*4>DiRV-PU(0Ar!O03oS)Zm$?msw5sopZXQ{F(EPjV8~H9(mhuyZrr9-N&nU`DX_g zYb*1enP@pvC-{7&_UzMPW>?qdJiC3aqx|77SKk_=>Sx|NzV>yMy#0Ro+9l)VMvo52 z%$$63SIN9n&y1$Nw2hoC6IdT;=A3)$=bPrADc{aa-*9>R+ryI6DaW`4WhAjNfW9P4e~9StwH&+$9Ew8z50{aMN;zq!*l?bJ#A z)u%aIF3|t%(w-jzc|IWOQvcg8)3x^fc=fLR?8==}1lgaRnB#M8<>w%?)A~==dfz-# zK1=ZZq2BZNV@`GKt$Xw9_tn<*Rm;zI>;J2}F=v)HG*ISR>8BP)o_e-x%GsDx9pw*? zU5Po>Vf$HikJ&$8-|KbuIeKuH=s{g_xo5V_#UG1$yd^&#d<=Nz$+}FQLiN<_w5|97=cf(GT>F^MbJN0bSl$WtnXUhfZpIw^MHlx&F z{+W3{h2o?a_CTWD8S2BxTTd6BnYz&DeoE40?Gr())wl38wad}Yr$yB}{R-{dyGXSwIkgTGPrjDFM0?Q`E-rVg*;oFSD zw;LT_d&Y77t(pAKCf_uUKa~8~oa=)8TTqe>hPpl0%0G3TPwG0q)V^TJk9v0^W(7-b zOyAcMo&VksBXW$wrx}G$H#)wwr$RhW=j_s+8^-ZfnfbrgzY~xDgT=vL<~p0(E}A#1 zUTX4>1iP8GpH*#4@5!|O%lLly*`=6M9n8fkerm5TRcaQeYF_@XaN|kGG5f7Q<{3R| zmj44ut}8z_SC*81Kl}`oXdue3fRz`QY8Kb{&upHt_47^k`L*CQQug)Sdi{O7ekT@Z z`K2Cdv@}wmT>8pp>Q1AnFaOJe)Aq_Ug<6X@``g_%jz9GG!jE-gwLd_r^Ps9zU#aG& zdfz-1bN7^3UMlx?B!^skAG>t*ZuxD?;&x1hXN0hAQ`Y+Ax8Hx#aqLP>I8tI=QuqRz z$zW09H+TD{r8%kIcTb7E2z@`Jy!KC3R$l6nc|R}p-+kF{xCfHSED>ghY@4#ur(Uk~ zvhu5yKeuga4VL_P^36>By<4^)D>r!g=shS)B2ONYjZTCXYO;q04g4w*MrKE^PuQiDqnr!drS>#LA53rqWoXqKHt8K zKcQ#0PrZ1P{qxB;tZ>|+M#J|*?^6g)-{MqhPV*6J2`~XFM!Pm{6`uo29PAtxZ$L33$sk*6J(XT?b z6=+2(gugulamW09r?>yj-?MDz6y2Cp9rwA-r#%aDo8vQW>GeHR)~0GkzY5w`q^W!l zmJNF2Pi-kukKQ?1aKHGvb~RAREo=2YCHv;dYr7_|t?|Ek>iZNy`7`R9)AxNjCB1(e zG{GKt5AuqdGC0YqMW6QBb`3N>?zYDms`mUf^J&k#wiT%=*XiGhn58XQXcRg9oc7JA zFr&X$A?1iU!r-swVS9e`m)Ym&@&1Y1vC+ic=uyfhy}9n2w)UiC%bpD52z~#B@zqkx zNrK>##QXC51N(p6df$F_X(QN&9&U4dt}XrSv2EH!pZi|rmzBY4K~520xBrXY`aSDU zbN;>f4zAt}qTX%WwBDSx(l<|ipA0Izm+qV>SpCeq;;MW?1+*4XhSws!Il9s_|FJFh z?O!qdnVVY;hxs%R_40VxuiX>kYry&P&IxEXzEY_iecElA{ih8t1;1Xob0RD+ZFd3qrE|bG`dJGhE{37v7W1 zS8=}g_2cWgh7%M)73)UhXB*$=yz42Ss0gXc=KijEzVFV?Q^`dxdyStN+Wda7**{JH zPKE9FJ;uktO1DpdDQ&NLzVOb@F0j&jPGLolKbsvhOgUe}87?TY{!iVFJCg6^oxxT6 z8teX_=aP38Pd)aeqbj|Ix&8^HsxC-Q=SjYQ^N!?uIhaEKpXY*i7Kd?rS?~8uvktdiW3%Yv zcjJE*s`F~WHSR{^Zw7ll{Z1@Sf0K9u90{q<_1-7mjow*&_psHw#3Q>4_8NnWuZLCX zyFUF+%zoZiEdgmW-L-t57<=>Zu3hb=6^A80>D{?8vswaF14&yK^S|EFUV7(n2c+OX zSIPhSl-#wewrd{Cx$WULFMB5E_GYI3!(->}fGm;yZUAj872i9&Yg7Bn>IL~#E_;o? zZ|JL*fLM-8<=qXlR|*j@f<=W94Y?zmP6a;hLSQGJ%X zHq~~`>gtH&wriTzwnB@CAE)Bad_Vl`9GZWYnFr+-x%_?qoG)MK@McgxFpjUu)PDvF z&3B2=TI~6r_R>`T*RSM27AZtR%DtKT`#y<({<~qPF`CayOZi`a__tw_v~@ARvfWJE z&qu@mCGC?pD}N>jZ8?>_`z&{Dx~)(Bf|AS1tL9ekv+sda&=8f|%HHj4NAe9wrR)1; z?pLfo|4lps%6i!C{H!H@we38{`yd=6G(qM!$N-Ka)#p z?pNaTh2Mh<@tOL6H(v$C_|EpPC?RxOZkfIDo|l4O&(+jR%mt<6`EP%|@!s)H<;w$% z;5;pN?Yixn=iuZKcOInSEi{2ty-T!34yIq5+P{|azgD!`dzpO&C}6-%Z~e8u0(V_H zUX{U@WXo;{NlsQJaz}m{b$l%qc>R;j@KNjzLlbtxBv8c1U646ag`{#nCc>Q~Re4Fa<}h~tMB?f zNm(kmSnRcB_t!Z`JHV;`^cClMN860Lzm|$gTXgfzIr`#F^Le|Odq0@GJ}(th06Fxzjf;)JguOEemdfy%$loYmp8vmej6@`_jG6yD!7%Y+=p=3$p?l zXmKC>yf8=O@r{7v8yUH-SU-!E-#>5GV~LI8a&z~ce6H$lvh10iS%JLtj(%vuSozt` zY)Y+9{rMB1M#tyBNzC63A5Ff=%|G{_!S|)^SAvU`q%9`$&Oy`&492?3)iJEhi_u^x_T~MzUJG> zH?7MTe&w9wED7?jrD;2~lCUb3JJn`1g|}2g+F}Z?%&89kx(}0Ya-UzkZ|hUA85Fh1 zVUzkwbA4)Xss zR<23?b?62tov%w3zHS6gTlu~3!~J7UzkqZkkOO4u)|^$@H;;hRtq(Xj`15=7%YE=E z{yq&<+^vKp^0gm*&va%>#)5l<*Wvjy?)0)v(|k*HXYZH>E$!B&vhLn~tbALS^0KO| zj!bYb4@-Ddp9YN@te%xExluf?E`7B{(%R*1Gs@5t%E~pV!Lg^+_H73R0<5UGXlmD} z|7R6$zwPGc7jb$TbFudcfnuI zIX_aq9dce@ZWdp3B*NF$*$31!oVOD>7^iRbx%~)|;~*ukuJ(<+rcxD!E`L|eQ(Oif z3PR4Jdf7K)u5X(8UKi9)0S%Iz<|^B}PyDZ{yGh(tfy>|_7*z9f)@9#3v$dxp9bB;M zYTwxUj#E?U`fRH1W&I>@#R0Yh z{ZflS^s6FF-XN1p!D zeZ#k}0#qtP24dnW_dps}saeyn8--unv~yi*U-r!A1+c+{hnZKZ z74&Tv&AL^nTO4y*2HEj3k*8x~K|<_^pbWl0%gTPyKbChprdfiFLMlwxtw~)67W$|c z^FO&86q1LdADcNH-+BhC*p^@#drak*V?61t%38ma+NU=*k77MDWZ z2dj{Ld*{E?=v#50=MGlWAufLuyW``kXHjl%THE95OD}-y$Easuw?o1ORNw8~G;Qau zX_gvc(9w!@sYl`}WTNLENS`+=d*)-1dPHsa>{QgUgPGup{hrYy=N+J;x#{`RkMCc7 z>Zr;B`G4l)D0sb|JySb-=IZR3&5OSHL0keF{;GH0-7*G<*Ey!#nAxxd$qUQjN31{CgX$J9SO>i8A9w?H=y>67GZ*#6U{_-Z6GccT9KPwMZSMNV<|M6grQT5&}8$Ys1a$n!n ziqrJ_(MS$oS15i8>S?g>TLGSC~%NyUpIO* z_ou+R16>9&nygaSmvCP+U(MQRa zJeCwlo6cr`=9=9<7~_5|Uq4@Aidn0)|Acw-6keO`^Ud!)uOQ+w6C9!n&i_~>PpNmX z1%h?g-I(?hbhVI12iN)RuliDT4b%U5O5weQTy zC;9#p?Ek-h-Y>uZjr_ivAFucS{q}Ia{QdeLf6m9({k_ir|K~^f`16&&FJHGm{yhHQ z&(Gig|9yHnzy8nqm&fJ*{d;+Oy8r*LfA`n@`|}9U`}*n! z`)mJvy1)PLhnJuAwf?EnZN(f`{Von z?D$uBZ2te}m!JRt@%YleU-bdr%q$`d3=A9$7hN^NrmkIVI)|BoAxesYftP`Sp(01W zxTG>CwOFqrH|K6-Z2oKmk-yp<-}#t$c|$v{xUDkDoUOH$zxqYDFwe%6WVU5qzg|CI zFL3GEr6sT3jTUj;zW#jP&}=H%O~xrJtMaq>^{R%<|bcTi-j5CGV_` z-JP=BqA>hZl|}NKhdRFUbB?MePcMCIb`G}p^0GApiR+qJUJNS1BeszoWbhCv@rU67vSydv$| z+tquNV{?7hs=4}o{H^s;+5Z0`$NJC>`?L03Wd9`Rv?%|TrqYx=d)G~gMtTzkc4+0L z9Bn9h?LAxf{(3LVD|?()I~tUHcfT@cQpm(-m-Eh?d2%L4Su<$Qk)qxXpWW9BzlSZ- zny>n2Ght?NDZ zU0^-vefDtc1D~luO+|4ElUHTm5R1ug>(myjGM@eZ+VZM(nctXRtaCdb_c!%;*ta-_ z%jNSK?fUym&lh+}ZJV#8F=3m6dS;*I-r&Ca^tV2|OFpMwyLqy9YrlAIpx=63Df4ZM zICj13`MmD_#oIE|pG@q2?bf&A!dH7<@gLg`Nk+cev@-oFTU3({C)Z_Ef;IMG~R_xBD?)2U0Ug2 z+_io0sW{DZ0nSHjvwiOP{#jZ7|l37Ii%4WM6WU(yf$y=Ves$N07 zq3bCtk7eIsgRTP~{Fd)d^*JcvHt`p;OcR$V+moQ2cDH@%j8&JOO})dAzSBJSfa3Qh z8WvCHozNB*aBl5PR$z3{Yh_etJ)@z@^dM*@+k!&@XN^|~)SRjIDdd?IGKuM?v}?cu zrLWA-xNABN8T2tuHexb5Bw(_VecN%CQvps6!4k82zuc^Qw)VSa{^$EkPR65VnQYFDajo8g4a_7%Yy7Kyt_1a*=SFOAihyL*I&10@TrBiaIusdw0nyC3=LFsvQ zhnG1=hlG53-TwPyYc$h4uOy?L-ZNBY)^1T$lxKn%OLXn zwEf>x()CTcs;vXBTMK>8P&<`+{EZyL5^EVz*J}?&)Ox=zexy*#?f24gD@Ufx{e$w7 zn@;rk1nTnrSG=|CrK#Q8x_*m~{022^?8Z*H;qJ8}J;9U;3&v%h;m8;k90m_L~FTEk|M(KbxPF zUy|Q{dz06Kjl5I67a#lfz4(vn>g~xaXROj~!z!IcftB!f7#rQ zpshvhkLq^T2xwI>`LlkN`dPKLG3uRe>Ur7x#hm+22}hjSyxeeOdg#uci&Cncj~_kw z%J22jRbyw-iG#;nVhWt*b#CrZ{G$CZyc>1(d`YxW* zT#*+GzV&%~^>8jZ#?~-L*ZtyAQIn4o693#go0l+Qr^k~kxm6tqXQX-=szc28N9c3=9Gc2++U?VyEOM2NdNO6zeAz6o3L2T{owM z>RA~^1_mA`1_nWp1}JV|T+hJ30N0(IUzCbXyRUtN&TUo(h6X7}R6=z#G%)^R1UGa_ zGE#F>^}(beHUrjJeob1-!^B|6CCDHF)6KxZu&t4e18e{&;TLD5rj``zgDI@0ptrDK z1~o9g6k$SbZ=nYOdZ~`kx*EE59*0{|CY;wJzA diff --git a/Algorithms/Expectimax/Expectimax.py b/Algorithms/Expectimax/Expectimax.py index be91a09..4bfdcd8 100644 --- a/Algorithms/Expectimax/Expectimax.py +++ b/Algorithms/Expectimax/Expectimax.py @@ -2,7 +2,6 @@ from numpy import multiply, ones from Game_and_Graphics import BOARD_SIZE from Models.board import Board -from Models.game_turn import GameTurn # Expectimax Algorithm With Optional Alpha-Beta Pruning and Transposition Table @@ -50,7 +49,7 @@ def get_different_from_state_direction_boards(state): return different_from_state_direction_boards -def next_move(state, watched_boards): +def next_move(game_turn): """The function checks what is the best next move from the given state. It uses the Maximize function in order to do that, and returns the best state with the number of nodes_amount developed and the boards the function visited. If the best state is a losing one, @@ -58,18 +57,15 @@ def next_move(state, watched_boards): from Algorithms.Expectimax.Maximaizer.Maximaize import maximize def handle_lose(): - return "LOSE", None + return "LOSE" - if state.is_lose(): + if game_turn.state().is_lose(): return handle_lose() - game_turn = GameTurn(state=state, alpha=float("-inf"), beta=float("inf"), - watched_boards=watched_boards) - try: game_turn, _ = maximize(game_turn) - return game_turn.state(), game_turn.watched_boards() + return game_turn except ValueError as e: print(e) return handle_lose() diff --git a/Main.py b/Main.py index 3b894c5..f03eda2 100644 --- a/Main.py +++ b/Main.py @@ -2,11 +2,12 @@ from enum import Enum from Algorithms.Expectimax.Expectimax import next_move from Algorithms.Genetic.GeneticAlgorithm import find_best_weights, sleep, \ - write_statistics_to_excel_file + write_statistics_to_excel_file, prepare_board from Game_and_Graphics import screen from Menu import game_over_screen from Models.State import State from Models.board import Board +from Models.game_turn import GameTurn from Utils.Helpers import find_quit_event from screens.start_screen import start_screen @@ -30,24 +31,25 @@ def play_game(alg, depth, alpha_beta, transposition_table, weights=None): game_state = State(depth=depth, is_alpha_beta=alpha_beta, weights=weights, is_transposition_table=transposition_table) - # prepare_board(game_state, weights=weights, best=best) - board = Board() - board.update_cell(0, 0, 4) - board.update_cell(1, 1, 4) - board.update_cell(2, 2, 4) - board.update_cell(3, 3, 4) - game_state.set_board(board) + prepare_board(game_state, weights=weights, best=best) + game_turn = GameTurn(state=game_state, alpha=float("-inf"), beta=float("inf"), + watched_boards=[]) + # board = Board() + # board.update_cell(0, 0, 4) + # board.update_cell(1, 1, 4) + # board.update_cell(2, 2, 4) + # board.update_cell(3, 3, 4) + # game_state.set_board(board) end = False - watched_boards = [] while not end: if find_quit_event(): return handle_quit_game() - next_state, watched_boards = next_move(game_state, watched_boards) + next_game_turn = next_move(game_turn) - if next_state == "LOSE" or next_state.is_lose(): + if next_game_turn == "LOSE" or next_game_turn.state().is_lose(): write_statistics_to_excel_file(game_state, depth, alpha_beta, transposition_table, weights) @@ -55,9 +57,8 @@ def play_game(alg, depth, alpha_beta, transposition_table, weights=None): transposition_table=transposition_table, weights=weights, screenshot=True if alg == 2 else False) - game_state.set_board(next_state.board(), next_state.score()) - game_state.set_nodes(next_state.nodes()) - print(game_state.nodes()) + game_turn.set_board(next_game_turn.state().board(), next_game_turn.state().score()) + game_turn.set_nodes(next_game_turn.state().nodes()) if game_state.sum_empty_tiles() != 16: REFRESH_RATE = 0 # .05 diff --git a/Models/State.py b/Models/State.py index 398cfe8..c151b91 100644 --- a/Models/State.py +++ b/Models/State.py @@ -124,11 +124,6 @@ class State: def get_direction_boards(self): """The function makes a list of all the possible boards that can be from swiping the item to each direction, and the updates score. :return The list.""" - # direction_boards = [self.left_board(), self.up_board(), self.right_board(), - # self.down_board()] - # - # return get_not_none_items(direction_boards) - # print(self.__board.get_possible_direction_boards()) return self.__board.get_direction_boards() def get_board_object(self): diff --git a/Models/game_turn.py b/Models/game_turn.py index 6554329..d493be9 100644 --- a/Models/game_turn.py +++ b/Models/game_turn.py @@ -1,5 +1,7 @@ class GameTurn: def __init__(self, game_turn=None, state=None, alpha=None, beta=None, watched_boards=None): + if watched_boards is None: + watched_boards = [] if game_turn is not None: self.__state = game_turn.state() if state is None else state self.__alpha = game_turn.alpha() if alpha is None else alpha @@ -9,7 +11,7 @@ class GameTurn: self.__state = state self.__alpha = alpha self.__beta = beta - self.__watched_boards = watched_boards if watched_boards is not None else [] + self.__watched_boards = watched_boards def state(self): return self.__state @@ -44,8 +46,8 @@ class GameTurn: def set_nodes(self, nodes): self.__state.set_nodes(nodes) - def set_board(self, board): - self.__state.set_board(board) + def set_board(self, board, score=None): + self.__state.set_board(board, score) def __str__(self): print(self.__state) diff --git a/Pictures/Screenshot.jpeg b/Pictures/Screenshot.jpeg index f3c4a82ea1641f951eef821ef107e3476b22f798..63f9df4b2da4ff9787571f24a6712229e8019089 100644 GIT binary patch literal 32142 zcmex=$<%PwSRFvdYWaQ-KK!z}~va+(XvGZ|o z@X3h?ipY@+{vTiv|EDQ{cwTw*63@n1ILW+itY{G$w>`H|qMvW5}awt1(JSZA; z@q>zSQc)8pmzcPOq?D?fx`w8fiK&^ng{76Vi>sTvho@I?NN8AiL}XNQN@`kqMrKxV zNoiSmMP*fUOKV$uM`zch$y26In?7UatVN5LEM2yI#mZHiHgDOwZTpU$yAB;ba`f2o z6DLnyx_ss8wd*%--g@}x@sp>|p1*kc>f@)+U%r0({^RE_kiQrin8CgR5fG1|`Ad+2 ziIItgg_(sNL#Nz~4os{_Ry;>bO1x z-CnojgUE)r(JzBC^6x7IG%GF}B}LyxDj{c_Ukc>5KJ~?X&!E z^}Rnd>+AideX`wUSJp}#uV3ZW{#_ggEOW$UlhL%ZXiocxj(fjPJS^%lx$-c`jo5 zba{>#3q!o@)lL3M+VAIDeY+fZ`R!J2?v8i4dW#|#%rc%jQG#g=e}N-ggZiR<`hS<$ zXX}PtkK6rW`=Ot?585u?lJ3o192pfZW6)w2qVXhO;rTW;&X3XcBL6N~9o_!z>9n;U z&0bw>`&gKfZ+E^we)5y!P#0Z4c>mVv|(lO8)T`>-VaD43Sg& zp<4WyS1fYvrQZ(IzTKVrQAH;)?U=h;*kk1#3;3>e{n_@xyxY$5$NeMM?n!^x-*1y% zzv@nVM#6uFmcESbEJ1HS+pJp5wd7NE_|p1ATmEjUf1&!={*TV%{|rxNG5r45_2c)q z>JR2`4VTm;T-YivfA7aUf8Imszq9WCn5nl&;h=)=Ma~=B&jtVR!C&Kf*t(dK_~($o%TM=h3qEXQZd9mZs^s7p&?jyfBCP+CGCH^&b{LmOuVF z`n=f5M;y<#d)_iEUvuA!WfPCk##O5mc=`^yJ6>pD{N?Fdms?}^WAaDk2mD9FKV0uv zzg}&_rd<)GzFL`QF3gzCex_UfY3>?Xug5m&%3Xg|+`=7RIcxJYS$8o+X{_(wpUr>E z`Dj_3)$SklA6~uO@^#~c=(u=CiR#XG_FWpE_%1AYdqTRKxrsf1e@n*tbG>Exx3(XU zvZ^>7eYGY%b9vL6OLw!BUMk-`@L4InwpoS8s&Nu~)UWn$Za*IDADzqg+4uUwCVrup zUTZB|%Z`@{%W#I)w=@|XUgn{^j)8r5pr`VZjB{^Rb#bO8H?Xf<-)LuAchz2Cot;9K z`@?Jd|IU2a9cgzq>(C+2)`Kz6f-boo$+J{Qsaa4s=K}lvDdAK8oxG>_k-x8wGqXATvnYoZ&S~L znTG|=Sht3j9j{$bzJT9n(SEZ(f*(#l_J7MUy-ss>w7A$w%bvJw@pThTnkP+E(oW#% z>k=uE<&F68pP{Et=ik|QVTB8O+zU(X=9qaFF57!@)~#1JJLOVT{$6{y;V`>)o2)BC zU0-0p&6va0sjN>ozi+Cz7IFLcsly8Y+?Fk1>e8SH^PgLP`}(0>`zC+9_MhQMx!I-v z3~AXDqEBWQZkeJhqbYoR-t5MHi!TY;xBp51yD7)C<6_R5KhaCGs&u~uEGasf&oS@D z1cp;@tq)k7ySrT0D0}~p-jBy0^sd{uqC))G^^Gy7Sq^dUw%)52x$y2W<0)G13eQ&m znEoy7hyL2>ljQkhUJC73^R@ft@@Hzd!XL2)%l`~AuD`ASU94KxmuFKV9<*je0PyG&UKECsVI|Kit{HQO#W2Jq6n19d?+;|~v_q_9mXT`p~yE)G4q@seS9VZv# z&rasP8KNKk--iFTIryR5cf&`q&b4>4tW2NYzj3BKYf(k2#<~4Q4=fa==ja*Ux2azK z=KQ*f=12K&`X8O=e^o9VpC$I~`z_lwmxSIcnXWKos+zV`RV?f^ABG5Mh? z_^$rk`J3)`?QmGnib0q zADJh$|I(N0{|u^&uFR^qEpDNFx_*Mp2I)ri4S~1T{5Zxh_($w-_g7uD{|sSm-@`Aj zxpjzpckTh!d9|I}%Q!S9ef;-g-S)@NkH_=;k=u1Cw{)&`z?D2xlW8t}XO_K~$klsx zXFE?sI}U-(1prGOaAfO-62&!P~y4ZbioNi&il;tYTnpV9)x& z{*UwJV_9>D9}8Diln3qTyZ^iHqR`d58{{fxOznSl>U@6?!z-zt3UVfClHuz!L#)qd@M!8-r zWw`d!zDRS*wu5i?rr3W_4*AdUV9`CJ%eghIODp8GJDyz4e;@QMqVZ(cJ<|lq_S|!a z<#tD3n*5J*_rjQ)KiH4lQ=DZq;Z;;ifRo3uk4!QfzMWZ88*+jD^gO0Ln=kLr%$54j z5U{K1(xv-HCwkj_J|Sc=F|RQ#%|?SEW%8x{?*2#Tw>H$D^!||kk6(BHk6nMxZu;<_ z;g9NksmX`svwzEf+umV!^jp9FnNNF8e#^T(aku0-BjeZcKIU%>Zu{NuVwiW}g@ydD zKnJSPII6v!$-OD|xzb$L>c5dCYXY=&nOE(!OILT?R zPzfzCIIO+XgIz-5IeX9b7x#Pe7hU-$^xA3)L&v%=lFxm<-uht7f8hfAbNM$bAD!p_ zq5Qb7`;os${NHA;ZGBJE=AWDtyY#_C@u#k7mTAn5_x9cY&(OB`hwy&}=kx!9^6P(` ztx^4LQ6cU5W8%kZ&kt=o3v2TeD<*H56uE23g5%sf4yGnvb*r!mzaIbLXgs(53;W0R ze|Wb2XLwS@@O6LNe+G$v(tlj9>6!Gi{pkPg_wC-DJEz5OtW&%#ks5S!k}3PNz=q

    3n2wvSZJ#Q~7Z8Kf?{v=t$ibq=ZE(r z@4eNBXU*GRUR<7*^Thk-!xD~Ic?A`Z;wiF!E7r#@;GecX@qV|wfSpQqoci{U%l7|W zDcZYr_igbcBcI;#fWus zO7fX8la{16W%qv+@BAlKcUF$&(w6eAR~}q?KC6D?!MtUU+-ly}Y~JwiyQJyuKh8he zAKY)h_O1BG@tAJUuCF(BZ+R@Ked?fN=W21xJ?iA1OLY=8`5%_eUmbJv=8yUA;nUwt zHlHaGcJBD`y9q@*{%9~iJgsZ@`P=NjOW)_Oy~L|_=v&0oxoSHCRl+7Jxqs?;`b2AS z>j~DK2PD^D5(#w)aS#njV7w9jZ2epB2j2Eg{~4rmE*~_%9v0x8Ew(bbvvb4)}nd@%;w9iytnXf9QO(Jl`H`i9TO9@9xvReh=%Pu05<`y`g^B0#>=x^Ojr}e{jEd z{>}X|rTkt0v_G8xqjGD>nYZbT`+nP$_0)xG&$zFs{8OZ`Z_ljlzrFud|7U1DpSiqQTM59+>o9>(tlKr^4Nw%Mh%erSC<3Ss)kMcLPA3dMTH}^yPKf%BI zT*AZW->T0!_h#SUePQS9z8UY|?sfA&LsMVH>X1u&L?7v-)>PP3@&OB{SBRaC5A^c1wQSodr`I*2UhJ{Q1PXPub^-Y_n;#`y z^Cnk6IMFweZ()W$>)zc{#V#*t$?Ko9z+RJ~MByYA3XGk#Fsv3^hFhxSAFl&+k6{raw%`p%r>nugr8|>MLSoc=Gtv9>d?>e{z0Q zFLiu)*6ZB0H&F_0s@F|^x_n$A!R58dIQj3I`Bi^K7d626;lSem=?G>r`=&Q{^3l zb@90it5$Ko-fkgzv`SZm@x%7Fp1;k0%=i3QdcV(3`sH`2w%MhYyQiHxA;0Cu8NX+S z3!YBcuAHwuCz(O&*_ZXVHb2g9&k1+FlDp;h?H$uk3ujf8G`&dfE8E0Wdumekv;EE) z3;568=l^5+(y-9f(kgTrKGdX_2Ki&`f zCO?d4dwEazvV#20ZDOl)Iu&^LI{fS|Q|(mwH7PrJ}kWU0rV zlRwE=tzPE(%ex|sKbL;E{-FP8e2<;hzpK|4T-DWCm%?AY_SLJOrSAgl&uS+(_OUxT ztiNc_{3F@pLwd`W`#c$8|J>#;Kcv*@uXFdb;kz@QN!63Gv$`1mZ2OV=pF!R8;eUqT zGK&8hE^UloX%grlKgWLi+^J{RzZGA3-X>?`y@*?98I{`{1$rj_XJB%ZZ>^pBP&eQI zBmbMt`KvOgD?MWSu=vOsHnWqm8~a@CUcEZ-SNp2Q0{)Zyt#+1I_euYFbo%Ho*}c6- z|IRwG@pwhgM?saGcEw14H;X65aS#79@UH&o|F1!g=Rd;%>-qmY*6)9@fWNa&^xw7n zf`39kY9FqXx>DlLc{F`hRzZ~Chp0Q8qOyl3Ejj04VUr@iv{vwUXvO9uavVQo*Z!D% zSo}Xj!qwcAZ35??EZOaRUdsH`t5Zd5+?DrMO%-AMbp4I>$K*%sM|!i5eEVl|{XfH2 zrH$LRSEv4#5qOi9&Qo8~J?BB`*;;Q`5ymI+Tk8+)p5Jw!r*HOBlgza*FaO=_|5-Zg z)IqN;F7wzPRM?uco@2{??9WgW_T%^mF7ET(W*xe3XC$u{BJ*km?eC$pk zUuBExy)+i^pY7-WA^qt3Tk(&|zw0Bn?&`bu^kUxD$hSRV+b-yTaN%PXuu^(5sp$Bm ztKZb$DzDAD&-I@nJ#t+QZ&k_eUPYZXZ=M<)*Pkv>(k~tBHGg{F)HkK){{{2h0v~jK6vRgnj&eWUl+s!iwv0|E_v- zWF&EW^~qCcu0AH8S(@lHV0kM5)2UzeIr(UXaCTY74t!o)cz?l2XIR-P+- z8^ZYW@`L-gjvtQ`_;9wry@a3hhthe!O&#tcnW@E-U!AG>7ctM%W|HUnvcHq}XXH!O zME>Zle|TQ-Bq?e5(wm?^O{<@1bOqsN6349T{um;GI1CwTT_ z`olM6yFwkk<|s{bYbwg2}! z|9_SNe`NnNOiX+JZ-4ZE1_!UV+2^Kus_(qEsL%PIV88Hxh7120*3{oGs{eS({-MN2 z`@j6Zj{p6x{+~f+-M+5**>(?45u?y{&F^+COa32jHvaz^od0e7&ro~vKf`g2{|qh3 zNB%Q>v41W9{m%S9MZ11!eB1m^X2laUyB4Fn<@Jljx6bb_kV^HYm5Ig#IOI)us}7_ zuc&&XNoV~-k&pI&MR=3{{hIurq3_~<29D*O{~2B^$d>`}E{Pj?khOeviIp{rv4zb-aV7<>L_IG*vJp(Pj;#sQ}NzhC+P zvyPoB65BfQSp6Z*NAlgns{WrrcJV(!f8qZO7agwIzh7zp<84_yX|DmU1{=fFW$^U+X!ZgI5z5Yq$&i@SSul;AZAhbK`Sg6Xpry9hipXGxvsSRw7 z(C)tUHD37M?JfI1OwAU2`0erABDuqV*H?YB`WVksf4uoW!}Z`lt;LTGMKv!Lbzgh& z#b}SI){j=Mu2*L+{`Lo@?YwLDAJqK+>Gf~$Vs;pmkqfq$2F{mVaLzwtx- z$se2SQB8Y+YS)rQ{cm-`Ki4__?Qi<$e{|yC<)D0Fo-O}FSp7ePxcjXdQ0Y{*@jpYO zQT@kKRgwD4r2Vr$@xQ4N|5T^b|JF|ZKf}V^5&szu%(VZp%kJ`{`d`vp`~PrG{?E|8 zQe*LNZ_z*ZC)6iD*gyGWNBge zCx0U4QJq;*i|UJ@K=*Icw14hb_;>tZz51hb_5Xyx0eE~({eztOk6n{5#s`+wxK4a6 zkCr1I?c@8;aAGs4a9Rs0oXWPIweOtP)TOaf0z7^X8pB7!;qo8i|G8$*|Mj>2FQfK` zb@mVT|LMAJ|Mk~@hF?r!TXs!4_oz!_ZHq{tD+4ZE5KoLVrr>u**N^0XHuC>=&3~eO zYxU6@!~YC&{QntZ{XdBw@BhzGUbo_FQT+FJQfc6kS*U`s;s&FDz>_OI7C{ z6$y;yz~vT@_ydf1A>AG8ML!(>Q(^zN)c!>H)^McY>X-lb?r-3$C;Q)LU;Nj$RwOXq zuC@bLbO*YMFdn|>D*EmDv*T;f!=mel^?wGXv*-WTZU5IW_11Nhe`-No8jF@Bx{3ra zx{7+oUU^%RtM)u-Pws{Tt^KRz4pdKW{BeOP{6iGFU9}mxi+a?Yp3R&H!l`-oml{j7E+^P`Rc4$Ws|eN&Gq`m?XkJxlATd4 z`^s;k?YSSh4{jIcNWPxH<7cdr*ZrTN)~NB<_5O-;uYMo>&mfd?`C5$rt$)XJB>rq% zk-K~2`=(>N>cwi*H(jnVEnboNtM|%wvkfy-BAeb!3`yODT5&tEky}2@ zw&A-v^T!1&`>&PM+9k67Tb-Dx8GBHDhf9)efxn;D(W!UWe%*B^GUjkGw-C#O6S96* zpDfnTuJJ3i4Xl5td8H!O>ER{8Hw`8K8B$U-eo1|cZ~D*h$^XrNhSy8>|B_s*$`@J` zyz}NoSJ9b{;KU#jz!<0fu>Z%0`d_c=C#=sxPMvc0fA9WUeD!4gz3Yqr@i z02GHS*XFLvdt!L&_G#>za?q8D15Rn5E4bBwdlB!9Gp8j*nC2*YBjc>wfGy9d_Z#rdh{AXHF3~ z(7WpKj`#g9V@)#?=A=q^uGIT&JgGP5sF%=6k;i(s7xyme(mriF0Teomx-^*E7jA`(G^K*7i73;E>{RrHnzf)SmS}!;|?p z|1(_otp8#h=lodL{OC8qXn7IOiWhGV@!NgyJ#nnC&Ejor|3PhiA?_RcGvC#3=qXyY z{+9dn{q~>Fm&ZJx6MC|GcBid>!lEv1AxNs#SirR7KLaRbX~+C$xc>S-!wb&X*24b` zAlt$~ExYTWmfhB+SEiMV1iI!Zz=B1IpQoaZ*Cor~rC4W~%n3El&v~|fwUz6ik-f7Fk^ecIb3_V1iIQ1BmS5NR`fBf~#kDVXco*jA@&;O#RGFaj0*;9X?s?;9+ zV)3e8YyF4&4;Rc$y7tFs>7O&6qKoDC&U5zs^X*^V6pqOc_}ka5J$t<)FFE7!EPbUL z1_w(|=-l^N!TfQ3^b*$)SC@cQiy0Uj*q7>pszhckjYSP0Y@y%0|C7!gkjLs@aK^4J zM6VW~%|CL=(N!d*2UI0!pZrr>S@_sq@^*#2&xCI8O!L?id(HXx)IU&e{CDwJ_?qy> zn-%JhbXz|8CTEvttIV-Jyuz*L&hts~vv!r;nN}h%oAdU|UvY;`TYB7C*j#$u6PUt- zKg9p@{5$_|$@KpW&ZbZ7j4s#2CyH+T=rX;p?~KCd_bhjM(j}7nuHN_~wCSV5-lm`P zp8w`JuC?m#lFI7O{~2t)m!7LU8Z&+8j>%WPacL~tr~`5+2y3HM$Zta*?UVS=(9iy# zVcqhdT#t|cXV|?zq-v-B?^|E$7p`^{2|qtS3Dj7yvsCG~i|Lv9dds7|(hrOG%(6XM zo@Sr%%CEj9e0KQaKidBpCYWCTTT}mLb=ovz()+?odWN$Z#K7RRe=V3ObOywTI-8SzmPukCQeH_bo>OX^f zZO}>O$i@9<`6UiaHJm&@&hl)*uWNIw^Vgiu)e+jVRy*g=Ek*w1~tAbaHESmgs+jBLgmV!x(!+LH{nYC~GzWX2Ue>gt*qO0iV z<5ydu;5k+>#prskD7Lh{U4<&Eb7v70|g@p7siX) zsIU03>fRw+yKIl%%{%LDXQUTM925B!w*K&2q1T7+iEqF3KBdibae2~(N#WB}N*TU? zS=ZE6bMBgGQ7yL-!e8%ZYtt`PH_tI8i4kYKwxyyXe9a+be~iW_?)& zs=YK8Kw1U zzoM6;4UUAitITT`=Z7 z@bQ0!yZ2Yw#!UbFw#xp()kR&}&(CiJ70I};MU}>)eRuxc_}Y(}?eG`bpoD{t(Zb>e zYIiCs)-%1(RV3^XE{A}`Nvk)|9RT8!nVLc2iVYWh33RR9`Ew&i_wvJk2L4`;oBMBk zt=?_%=kSy+w*WtO8^QDbr?wQX`_FLU^ve4C&;K(#T77yf;rx?7)_=CG>-xl#z5k2R ztN8Cf|1o3MR_Ll!^ zi}n8ZpTYh=gQy#_E%Gsk|1;P>IQ&~(^3VLP{|v_0U#wR^4TZ%>7WJ=7{Le7|L*n1b zJ^%cV*3W$X6)h`1LGk1&ey*rj#V;?}PTN_TC^4m3M(==d<9Qy-7xrAY=IOO-PdDqj zE7|L_UyxJdl-2I9vHW?9_RRlnANQYO;pX7~4Ey{4GaSA6cmDeN3pZE(XSjd-Kf|M! z{~0n8|1-?~kn*1){gM6jkM3&%{MMXHX9KKajZ^Vj#kytC&2 z{Zs!>um8>8>VIu#{r~;52aWN3Ym@)EpH2SekN&5B0$+=SPyWx4{`&qGv#k2>AOAD_ z*k!-@>-%5QruM&o{Ac(RD}PI({@EXi`oZb^?I`u%diG0trW$K!=6v__w|P zKg0ZbP$IweV!a5uB2-7Nxd4uSIs1RL|FjAE!fvxODE{f}iPy+&V3GMb*Xv&-T-pEr zH>hMf&-c>!{!N>USw_(s6V@FKa(p23Rc`AvrI6Kunf|L@oGrMK;}+l1v+8ikn{|77 zXKBg*aC`Tk;f1;V-w*XaR@pz4-u<6p!JYpM-w%RH&r`ql>i_()?^(6{E#v3{yj7xTZB{LgTH`S&BUy4wE< z?%w~4_xyi`8u@=({V2BCt@r*{r@yoPThD)n=a+v!@^y9o&%kl_{$IA|{~7l2|7Q?& zN3kn>>3;@$@jHiqyVZYw`S+vRqJ{q%TJqliYcBrJaGxC%;i#6azVx4Ae)qe?zl-gE ze);!fa$vxJhC}A%{}~*2{%3gK3@W+N?YsK2{`}GJ2LCS3|MRQ9#&gArdejhEfo|ig zFZ-WA`aPpQsol5{o{lG8D6ja=d?BZ$;bQeg}?r1P=5F6{&%ms`OicGU5jK7!p1((X`c`3f0|VP zGpuj^&#+*v-OLC6KUuv0GsLt1XK;*qv-IEl;A{3PpCe5)L0cu-n z&SUw{Fu`U2*AMkyM3-N-;r!2_&{_Zb!GDGq+Obpi-+fhe{Hx8H`j0QGyuVm+X)M}# z0@S7jW36Yim)*-U65ZOeA%4&CR{7wlq6+_zkUPunp8pf#OOfWmFqy8tjhV~Sa%N?LQYd`1|MOe*f3~y#e*V)Mv#JW7 zPhxNEe|-ANx1#>Q-^{Z;~jq1yu+f#g&ESj_A z&BUm#Hi-)s#fRzV7o5uXs-|VcCKQepOZoixuiw^j0-td6;POS+-f9u4pXkn(P3| z$&}>Woy%TspViZvo2VoH-teLOm1}e6311a8*W6zG_iFL{D~!?3yirRk7mHo&`Dl`P zdRma@43UuO0;ltholSCOx(Y(ul@_mw%Dg#SZPqSu6ly?*wro~)X{_IDXYt~X;eYtN z%<9NEq*0)&>n9(t-{XJ%Pyg=I^>;OY)z1iY6+KbTn)f64@cQ+&3)Wt`-Qo3IbGPOB z9beXH)f9Qk)$EiszMgqB(<`9o@~mBNH%_g%GDm8;UiiK1w#A3*@{C8WFmUHkc&*X#Gz~Q~qB+>YvB$vkRCeG`nfjzT>S^j};!j*6Uepvi;{= z_d|CrC1SEBY3Qtd>f)bgbo?vx=T-9*KK8Acb>w1%*M!@L6&-9g-2PDDseb*o=*1ed z02_mr(#)9o=S7a=7(dFFs@V~h8S=zG?DytLp_L!6#;mM%+v2^+O>Fn0*SgWplTKwz zhNT5KGnuXKd%VwnY2ntFai$mEtp8GeRcDgvEQ>!EKK5`1OIm(?Jm>nX>$7JZTa%@q z^?q6ZF58|(C91B!MXv2y_C8G{(6#dUDsVsTJfcXy{1Q1|t~(X~?yGI`uX$niKfdf$ z{UysP5*YIY))$v+Ojde1PpIz^$6?V1&;Bsm;ve%bZP>D2C@X)Zv&_3q$5k4+a+oD8 z9*b^%XrZ_8;`!Tm?arKv6g+-6_`3S#TfN%<1lPZ1{3fsd*3!D}`^$OuTEEPtCWp*P zKe1*@{k7%iRt7h(TFO^mzUto=jX#cU3fnd}uq@d$`IXhb`PX(zz4%ke`sv=1?|kd? ziZCj%m|ubM{8_%jSs$x)#oDgjTBT^E2%~zPbN?{u8aI!I$bE z-`s!S{zT}hcSrv-$i*$+Jf(ier7!;(3>I~1&-voC*ZQG$=Cmr)qi2s^-4br>6Y_py z=r#re%kOG?j&{eIkGZgn*Ju8B|36Z6Hf6L z_dMzQx$gX<8Ug)6#3~- zUu1hfdb@4C-dvdryUb<_vPE1;Y%bxcb+=zzHKEjQt>xLz@yovbXHb5YeVG66Vz;Rh zzwN?TXI4LlbnSR!`1)7)#E5&b5qG+0Ti)ZGA|T7haXxC+yU!ul@)mh_F5f%SVr}B?ZZHT?Y*0+X~~RKd=@4C)g|Y=zZ{1rD+LrIrFEf1{839 zeR6%qkJUl3@khjGH8BZ=|73i0_dJFbLAFfC zTrbc-W>k1gJN-~Wtn=de+jrH@ zoU%!|f7kML{>!&Yh5u2Gzs3B<&i__X+28k0kS`MWz>jJmP-3*Yllh+?}UMw+zH@{QmuYUD2MN zgZBk>b*gSwZIiRQ18PB8Q>C@UjxsJD6OS~7m0N**^znRlc;LNP*TW0hBA!j1>&)k% zzPGBP>%uglIl@=-f6TKJ<`0wjbyZc`_07M>dw;|hZOYgjo&LNnsqo)v#{Mf(k4)EE zeY+ny?^c9rW>nbCR`oi6ma1p77iL|Lvi-1YtHQ^2w-=8uT+ik2|MFNYZPTtu!|&nQ z{O6T_hD}`QEbL_R%75zdk8Z(BI}bie59_hK@}Ge%)5vW4gRs6A4Id+?CR7_rFn?AE zpM2f%(R$%KuN@pF{+)N#uPj})f2IAUoxctn9C6yRSgP7J;^nCgQ#G7|R)6%oyACv# zIj;&_CQ#70W_>OfPL@~A+PwWIK4xA% z@-SrOF`1KZPVOl=VG^*m_pH|2U!VVKx2*nkZe`)B7*4fAt3GsCY5Zr9S{Nho#wGh& zQQz@8c7839kklQZnz6JMIwK%gyW~H^@y+%7>L;w8>hJlVp+D_EL(P8%#c=K2;(scu z=A8@t_t^XLpF>?5>xwUOz1t)D;H`1oMb2TRE-TaI;N+ig@IMW5%7 zH9oW`yVCI4q2r7j@5mk7WpHV^)cn2S?rf?4f(Y~e^1R<~ zx8Et=Cbs#0+~M?`+0SMkQuuEAdRN@!ML)FNtA8(&D~<8AjM*&wN5i^)&h^<9+98`S zZhi5U`^K}0%5Gdr0e+7R@AMtHUi+VcTi@wF!+c-we}9+%XAlo;C{Yx*JgHf--#O-+ z#i`4^S^;_UqciKZ=h%1e39Vm$DzLNZtX~kTZS9Tkrsu=g{AW0H`ojL_mq9})ng1D% zUZ3~laBy?PN6~AGb0#ebdUH#K!Qc?9)pbCUTyEHsRlQeOHG=u9lidOO;pK8i%_k?cB5*e zd|4x25$)t+uibTf{xf(z)cUu1RZP}&CeID4_9*dn*&kaG&Sotr^>xnTjrSW5pK2AA z1l7JpvhW$1se!Jd-_noE$|HA&wGYdGeDI&)>y`fuicwoXRlNV+`RhN!#P5~)zn9wk ze+ISt`5u58uh{Ui3gph`eAMh*7WAK?eC2ETE1xzZ^+um7fchS|Fex1X5y;MEv{g@G z>l^K#2k^jq@t%X`QMeBdB{I&kdhvNFjm%dDYQ37h5%z*_DBeao%OtX&$*=Ueq z8_l6fDii78 z`Lw4ys&;r4Pb$y;x%BzXse5Mc|HX0sKSQnj$HgZ>LytZG8NOfq&mgtgHSz1JdGSU6 z8I*VbR_4C>pW#8!e}*Sr_k8dFWl8_fu&@8e#V4SlN4NUlFa9(1MlR}K8}jM*^q=hC z+{8EkXE?C*Kf_5;JjTmMt$g}j{}cb49{u$H42|CZ8765XobNsvG)yS@pW*%Df2L_& zc3Xo_zl(n&e^Vmv{C@_f>His2!an8wXLzA(|MyG%v3|Ap|C)^dGu(IolXX_4Hf#Cx zJNr-AZ!*|B{~xRVKaaJ@4wXZA;OZ=mUswJ0ch*m+Pf4t{|HBpkXJRx;DA*u^XSGQn zG(Z&oojCNZ{)fo^pGw=2ow@X(uF(6S%PI4C@tz5SL?A3jDZ=C<(YAXLrGVedb`)U6f z9=!l9_YVBeuyES@e?Rm8>FqkDefr;}BjxcW^(Q|4o%Q+m{hxE@|52LN|CeWb{rA)L zA4}>FX|4dxzm@-IsM-FXK|D4UwC>e<{Vw|_a%U_5zW;O1|DT|*`@gp6{lA~?|FO&d zp~#i`7pc4dGwh50&(OVYQ?cA|7UR4z5n;q{Xent zAG)&azZl*9&v0KCRCPvzR=@VWe%Jq#eREuW^?wHA$!L!5NA=U|HK2vN?xo+||1{rR zZ@>3H!_1Ta8PJ^Vj_j$@YoJxI%Da9q{^$7S`uuzU8O}WU&w%Ri#VEdd4O+h|c(?ZA ze+Gqb+2`NaKP#$7bvI~PKC-t;L2HjY-tBwwpJ76^>GSXVKilj-{7Yw6@8omS&*zCb z&2~z+VV<}6+Lrwf#peHO`c!{^^M8h;A@`7m#MU+KtqIdwqV1*m_09ehuMY+GtT?*u z+q?e^XP(s~YYP0&z_H~&!x!<%|NhSZr?o3fn}1!{yM0gpx%*#zd>4|@jA#C5Xo;%- z#eMQWL*04sNW9YJ{|p!6{C|I||FP=jip8&|?q0vMenM@W?frkO`kyW5|8QOYpJBnC z`QP7wW&-LD>DvEgee$1SfBJuhu647z>~==)0%gzPZbk49;X~J}o=w!fBlYAP*K{^x zDMf_|tI7)wUzcyqzuJ$w1f+o*l>)584qVZX~$>wkpr>i^5T zz5e^l{Xd?{e^_5C|4SN_D=*i7JoSZ3`|`Jdf1%&?KiQnmw0{Op_2>UHJdAr~|HTZH zGnV~lcs!;4(B3QcFLHPPXV~xipW(Rn1&zfwoqvYk*?+=z$$y5Kf8YN(Z~vd6wHlOP zZIOL`5tv? ztk3v}chY9oibY)vqX9;}Vu=XYkk zICL>|mB#jzg0zT}i3ac1B$scB+t(&lWATyMbZeV>p2dT=c+Lbdx%wnMDnej~Gk7-rFQH`y^+g|_L`Pg*r(u(|;t4hL=nU_5U zUp(hn{vx6w%b(@t#jJg5n>WwNYuQ-Iz9PWSUMBhDdhd_-JI}YReY=`vJ zt}$g2U;k>$m`MpQdv&F(%i5Ud*jB9%hZ7$ywai|3QZ9DYkNU_(hIQ%!@DWRQ7Icw+pf`>~~F& z;6H4!Sh%f4Vb$gGZl2vntE0AjxY6aXRm{9N;&;m4HyZ{J^dm9ePnBfo&gQkgm7 zp4ksiTynTBJd@#{XiWOYb$j%%#JnGQV%1o5&d_DQ0}JYXbk{!0_-# z6U4nj0~mxf7;1To%?c~O7dp?$FIe)=beT2l*Q{4PvG4QuPIlYArQKRSJGH#Tn1$!@ z^#y;<+CBE&x83Q}ZHvGwJp%SxFTZ+kx%4LZRHwhSU^Q2}^VM1Z+}kp)#)cPYU+DU> zf76DED>i&y@ptj33(tR@4Hq|+FM0AR+dK2!(oYY1c9(yVkJ|Z2J7nt>j~-S}5ew$+ z>p!iX&$r5X(a%>qlXuRR^)o*HGA1Hs_pPL*PK&qezW?+lH)y}Esl`{L^X==uJuk8R za;NyuYO`nevNL^xj|H|TM{%!@@BBW^Y36^1@GZ&maa&hDTH<~=D9GT|iWoc0K8xwW#YR;^gPN$^DeIM8~48#{%T!N zf1rIqpsVPa67cv*%;l2XXWg8(ZJ5UWea45yud?P=vG#N?tMIb!Q056^RI`ovdj3(p z*PDZhi{t#~-c&6sN;VW)EP7(y?M;?1ZPZt3;1gYF(?j9q}Y% zQP*dG(1KI&RHGJ3;k)WHnCl zHgD6zy6fMp6OKRab|4QD{om*Q@E1eNf=~}GYz~*?& zKlr6Xe?sS_h-)5qVckFV< zukCFEEmdy>M}kP8gS;tdKhR2~dK7g4@)>x+!LKls5lD@7uMfuYT{e9y5O=n+Xi}%7 zY_fKPyWipqUDtXguT9r6w=AqU72#EPY2EGIqWt!0b|TZR-Fh4_i+N>bdrr~W#tC)t z(-*GQ@7{K6&#sbUrx&+!TqKhN+juV+ewF#R^?CWN(67r@{3^cflOC?IN?_8R5AN%- zZ){bq&S&tITXb-#uf>ujbDsX$Q~LF6RYm&SjB}Iwb*KGjcvf>SVc*)G#hpDrf6nWC zo$_}3{pB+seKVgPX0G(?TzOL}3%hfZ@wH{U_gpody<*a%%=hWPCpLdJw{3My%(ngd z#;ok*zRWpF{Kav*m%g;pZ`xA6f0yF(&?A$lo;I{U)V%%Y*}}vXew(UpX&2u(v++tn zp04w(#TT`+zrRo1$9&QLp~S^Jy|0!*nrV#BPX0^^WoMWl=Uds|wN>@%AIHiS3W}=r z6XbR~Fw`}K-WRV}^`9Yr%3@*GS#y?fRsG)hE_>dpqe+Syt3v*X{+Ri62G^EX{-PcA zd*-`tif!uBSf_jo+~{~|C;6Y@1Y7;DU-^GowP&xJ{BZuChV=go>zDm!xDeF!pW)r) zul=uTuGRnXivRZgMX5=kYejp9XxcGP-Zu;<{xiH5-@i9(jP0FIFmMmrKmLr5$HJuURnN+}9b@O$$e+I3!k4~)XTC%%2TJ!gU+RLwM zvpI90XZ~pv{yFp5o#NQMElwGeIz7}AleRgp0Yc&M5_F& z#Vw6R`x3r5b!jZ%lSdl!y%27XGM)88``)qt414^qygm4zfl02>RV3W-61d8`SK-IK zqNMoScmK^s(_9L_hkQNx<=Z;Gz49@=@BY{tMfM(j9Mo9d)7R{H+NV6XoSE!n>vYTHl#_Vc^H_g8xVsf~Lur&q6q^=B8Gt!8qTejh0^xqo-_ zm0#h}kC!Z49~wl|7Eo1-(*g+$ER~kE*gvTuYUAk%Fgx6c5Nw`66jj7d<)2> zAS{Yf5lFGi`SbQP(O8>fUU$)@^QuRjKG@+ekaLOg5dptsf@Km#`>*zWY~u(#QUubzfin zJ1G*Mx|v;-Idx9o?EdB3Kd+1Gdbzr9ZJ5obD!DRgm4gpgReQLHZoT^^_Xn|)A#uL0 zS{A3aB%kKp%XKW}M^37LW~lY8+c&<>{}EXw{^wU#{P(x^KX!e-FOgM{EvK~WO75hP zuGrZw4Qvt)%PrJ*tm)EN-?KW-X7h~-oyELOvsZdrZ_SMb%{c{Mrljyu-Q2M*X=0(#M)+gIO?yV;TC8M?jgG-KbtuhW;GmJ#3RtC7@ku!DJ?7MJ$2 zeMW1mR&9A(nm4!Sp_f6w){R&750y6kXP6f*|NX>&1}S?K-qRK9-oL$*Ui!WMpy98n z`Y&fmy?qmYJyS>P)gpua1`N+t{xd|ys)tTHY&i9^qPn%`F}taAT?=Z9Hm!TTJkz*7 zmCw&@i&gU@Yu`PNcJF<7>aC7l-DlNX^yl@P zy$dw2GY>R(!cg!JWjtu-e+J~u=}Tl*Gc#&M05wwLL0 zx0nlMX{8y5wp6CA>$`?J>9ccgddQBedMuL@Ln~ZlMe2J47HwPKyEeAy?2BY)R=4J7 zO`ugoPp!Zc?x0EcH8m(ZH`a&Qp&njQZRvjdXWjDN*|q)iUx2pURlE0rGCl}b%v<|m z{!#H?Ywv!Jf2q1oz0xmjvc0kJ-}6HY8C zU%q8s8tVl}8$ zoImI1omcI6zVxl8#h=)u_uG>%YOD+XCwMmcU)${Wpu-5e7o+gjE8k4q|NPT`h6Abp z-22bkKm8MU^* zn*U2GfB(n#|MdD%IH_&_8Rnn<&%ikSC%egihUp*O!(EH!f9T7)|Hb5f{bTTy2NFl_ zH1B@~`|1Cf^*`}t{%6pC)VHqdsr^HltNUMM?)%Sh96YCj%(I;){jXmC4_o{bnals; zkIKf1o~l1&xw`(s<=X!Y{q>+J8)RO!j`^Q|@jrO>pRip1XMdN~F6}A*8Cr_N{xd9G z_WM7B9CTI)Rp47h{?9-AKSpa|JnX$I0~BYK;ggH zaR2kq`Ugh;85Ew)|MX8|DO$6Y`M^A}-PcVz^B!DR-w?9HaK=SWme%0iZE`#QXxF0- zKgavV>&}guG;7lJD@QGLwDS*t>02`|LhOL`jljQ z(2l!mQ_;tk*Z03j1MTJd44P0%2W<|U4cZ(A-g5VMaT|D}jvHjN+vdPHf1XeV8Nf-nEq&-}lv+2>v(bF*IkXV`fK)W@$E`OhHM{&(+xhHZ0g zMFQg_KjUm4xrzj^`lC*O#U3p{KXYMs*I%CxpnfgRcF`Vlq%}ZsPvfK!r+-+R{0E=V z^U41E))!|%2Y#gdhMnDjwN`G29COjOJ<2QWwP(Cy-+zY6`RjkmuYVH%NpJB#dC+$G zn0Cmb=Rj8mj8@f)`Mmp|u$%v_+5WF->+@0+ZfX4;(4GW4`>y(K=YRM9Gu-x@*QK$Z z=O?(`4Q)!HyNYQ!@9=L=KOl^}HY8XZ6gTRS!BH;ivrXTVK*Z zr}G%qP5@2z;J~occ@9UfRn;zCvVOwx`aS2b|LMQ}N&lyK;C}}GSD;Rr^Hna5mAVUN zJ$qzbT`@0mNy3T_qci>qnoA3ERmH^sZO|Y+fee;(;4snGaL`;zqa$d za7A{+hc~a~R%RuK|7Qr-ntS3ugOmNlXWLh{uJyCI-0ksj;mijgMQ!J5tvtP{{_4MQ z!xxLzy!(sM%x^~Z0=$zB|y1^=p)9g*(O)tan$(ytT!%ca$gD+2&4!FEt z=kO$f^UUtMWeX>s4PJQk=*@*rg|nV@@A`E86PL!KiQwa7;yORv{^w9!fBkg*3+=da z6mEF<-*d~?)CWKQvHZst`?v4^Zh84)QP+p_Gr2TYn@uw>Pd58t-5=Nd*)(9e)ug9Q zyFUp}>e{Ux7_L`x`ge)G?&elmkAuvgR+YR8TIqSKF!SeXE~B7uAC0xyzHFbK-BkBf z2rZl-*;hZ+`#%H6)$f14Zu`%$Z}uPUO_p&+o?a$*=YPF(_K~J~y0TE$ykEDxt(R|~ zva;lu*E~zfl_h`8-u+hN_~&@A%tG|6jBRAdx4`bAHyO`G<4CeR zwQ}*V#z+?d4`r58k=GBi6Ys7%x<1fpN&1J~ovtEbtf1jnQM9gDx#(fkZT9c9zZxF| zcfG-zFjiGbY=7pJ^$A)mg>IAFEkXk)`HGcqh>d!zv2GE;b9L4(2PMNx-5$@E_a44FT}5s7SK}9px(>XA z1q5v8es<}SrFmPXev)|qeI{rn;;(hu2VvLFqtEslv6bX+ zKH%|t57U!6R`=&|{&C+wc#76=3d%-3a;n>T{L6ZOjb+O_!(Ys{%kS1cH7!CL+WOXe-`MTD|NNFyVpL~Hne{!seOK!G7L&bpx4ssx&KCM}`i~dWwA)_-uistW z{=@#^iT7VMP2aj`z5G>ve){jV3X;!nx~qR!9TncO2h&w#=|Zu+00YWnFDfrt4Ls6;TLdc9VMp|oAK2)wZ9cFI0%|; z`;~G%an(Jw$qDm(y!^`C_O=!l?mn(`QW`v5y>gx2yLC-VF5B#|VJbdbwS(tq!iy_C z;rn&x&62sg!fJDOzDvn3zIDG^`gty{IQ#;vQ)7A7usu03_jmR#CuVd^qTtvj3XvvSRWuD3^=<|*ypytuQl%u{t+_sMsu>>AFq zLf-A(JSlzNzn?zqcSS~qmoa>M8ymN_$Yidr*iDC=7N5R(UnhT4-Tcu-P~q=wgA(=) z&->4WeOvLZ;K+9IF3Dtj1!bH0j;|w9XJk!T@kmv(=-juWTC43p?!VI)v^W*u8Czyh z@}EJ_U)o>~TdML?Ee3^ad20)K?|#1HEbS)G()>C$cJ90RtCbH4m$7Rq^*p{3uD|vs zxAeD8Ps52jjbCJU8!zvO@YtWVDtO=D;IF2KPsv?e7Z)j#v8e0k;~k*VVD=G;Z@kTBuahO6_on*6#`TM`aSSXkaGzB{ zV5-dfx83XM{-u=s=qqnfPvic0*h~UTX%n~KDNy&Z({kvD38sr%mXEs za1|-KNm%baq0apA*OMB?4_~kD-1U+7Os-6^>yv0U3B8@HvtLeSs53e6b(hAX3GihY zWVDi)%MZ0dOz&E=PUPQ_h$JmrRw&Fv~QhS?tM$+Q}wOa{}~v5zWFq_)GPSgyl3;? z?ho!n+BvuQVcwh`JyTB+v9M2z)VE6}|7!esT_3T1F7`je;Z)|s9PVLLPyYEB*w8f3 z^#0QOkK)op59@WshJ-&T-iKq)oXFeqqt~LgwX06KX0+zaf;N`iaM|NE^^D|FI>fKx37|uU4 zZSrEbz4GZ2Cb#!}+jhVFQR#mM{y)(VrTLkoUP>K(;uL?6^I>)P#AqW!$wLz=l(zq| zU-QR$=QZ627Z+Zh_V=W~j4h9))7dR@n`P4XR`BNh&<@#tu_iEeRjkT-9-gDu6u4zp z%A_>jzqWDV%(E6wfnj0c+nv|T9u8Ty>gsaK&tC6NzPP<_+T{!1^*hS<$!xi_asATG zHXBcDn^(GVI{)_Vr^@Ed`512%UjEVhSX6pf?i=OH5B7B2-o5$fi^Z1A5{Koz9%|cM z7L>ZW_qNHd#f#gDe$B8^e;*t)`KsNty=!m%2Gt9hU&wC|iaMrov3XiB?Ru;4v+c6( zzpEu7r&jNr@x^~>u~f;%gS9-DRvRg^DZ1N)d;VwO)b0QCY3F~2ec^wy@1K+tnr|BQ z$;&(YU%Ht7ty349F0Y)t=C#qi$s(40_b>0Rtv|FP;(%V>yz-QP7!+ACh2zlOLuU^ExGeKe zl|5^h@JM{gG(7%5d)<_xU7?FRTfJ4+>&|`uxBl>rbN+%FR(aN6m9OhfvKNZB zb5rD!`BmikmpA%jj?mdu=_5;9a;Gt0md&0z@t&uYr^IH%lj=Ly?$tiRpU-u;RN8Bm z!J6gIjxXPv>TI~Uqx5BX&Bhh)=I6gUvGT$cOI6+&mk+&rmi=63Hc@IJYsZ7hw`M>3 zDY{j~p(x0J|H`DSr`J0deLAsid(rcSlNtC=uPvVJ@!9LriKBD-JZ)d=q$%^evu&87 zdcM5um#CNU-1uzMM9_qydje>cK`?5WA7hW&`@UA;Jd*4S$8KE5 z`b~X(VpYeAF42$#1_OpK>$(0jv|2u@|M~CYe}?yO=Ksmtb-r~U<24)IN1R`Iot_ZJbr4z_%bBW6@Jhk*N6Lvb0ey!R^+$Y!w!zv^X4+>?91yX{xjUW zzStC00Zx7co{rfo|1kbfR-w5+)Qtb4Dtr>9S^Fw~mZ!+59P z>;37hL(>$!@=l%kY}{q4ofxCJdiP>+{Ab>+)4(4qQo@@EpQdj)v z9OI=u$41ZPL_Tm%>jZ@4uJ+`k(vjpW=VISNvya{|Z{+s`#o^1jkJSRqBWHe=?r^&k(N* zI+3LEE}B4W{CBH)8~^(EKbrsO!heSC`@daYzNkz4uw4qMxrPf9-;Bc+#>m~wJF5>P zpYi-WZT`FWSLOD(|NFLAar-vsLuW20gHWQ_w~7In4z@!nnfUH_9=pVF4l#b(o2|7S2b z@MSUcr7q2Ct@=~@p8j+Gb+!KIPyIif{~2Z^R0TG^bQOWhIDTFApW*YTc+jL{m=0H$^H-O{}LNty0I@634F8iKZDlq=|9=8t^Ut&{$%|F|38PBFZJ+y zX)L}O{13Evo_}rle}?&!{xcky|FeyKsf65=K=)0{|Evb>^od&kpTS-gw0!zA55Jdz zt;VAMRDbZ|dAqIg|LVL!GwaVJPDrj%x<^uV?Gh_!h8rCup60 z=e3pgUB17z{bw-q{JVbDe})Tw-~at**#6@pD$i9v(fgk=R`t-$eFL1TCtc7kl`3eCU6M1#{p3{m+p9aWM*SQI~D2{uA(W{pZsQ{$0OX z|3ba`KSTZPKN%>TMg34aEuY@8-}*KF7w5hI4EMi*)-#~+G#1|o`seyx{}bQ9xXoKP zICx{n(bN_9qTQkkJ395*nRXy`E9-b49{QH|NfEjJN5pbzyALj z>Ul*%sx|6CnL+&Rs{ahezwiHS$Eqyw%|dYUm%Fw8GiYbjjM`1_|J5!3&#=F(e_QN- hhVxhcGkpJW(N*r0JSeX^4j$<%PwSRFvdYWaQ-KK!z}~va+(XvGZ|o z@X3h?ipY@+{vTiv|EDQ{cwTw*63@n1ILW+itY{G$w>`H|qMvW5}awt1(JSZA; z@q>zSQc)8pmzcPOq?D?fx`w8fiK&^ng{76Vi>sTvho@I?NN8AiL}XNQN@`kqMrKxV zNoiSmMP*fUOKV$uM`zch$y26In?7UatVN5LEM2yI#mZHiHgDOwZTpU$yAB;ba`f2o z6DLnyx_ss8wd*%--g@}x@sp>|p1*kc>f@)+U%r0({^RE_kiQrin8CgR5fG1|`Ad+2 ziIItgg_(sNL#Nz~4os{_Ry;>bO1x z-CnojgUE)r(JzBC^6x7IG%GF}B}LyxDj{c_Ukc>5KJ~?X&!E z^}Rnd>+AideX`wUSJp}#uV3ZW{#_ggEOW$UlhL%ZXiocxj(fjPJS^%lx$-c`jo5 zba{>#3q!o@)lL3M+VAIDeY+fZ`R!J2?v8i4dW#|#%rc%jQG#g=e}N-ggZiR<`hS<$ zXX}PtkK6rW`=Ot?585u?lJ3o192pfZW6)w2qVXhO;rTW;&X3XcBL6N~9o_!z>9n;U z&0bw>`&gKfZ+E^we)5y!P#0Z4c>mVv|(lO8)T`>-VaD43Sg& zp<4WyS1fYvrQZ(IzTKVrQAH;)?U=h;*kk1#3;3>e{n_@xyxY$5$NeMM?n!^x-*1y% zzv@nVM#6uFmcESbEJ1HS+pJp5wd7NE_|p1ATmEjUf1&!={*TV%{|rxNG5r45_2c)q z>JR2`4VTm;T-YivfA7aUf8Imszq9WCn5nl&;h=)=Ma~=B&jtVR!C&Kf*t(dK_~($o%TM=h3qEXQZd9mZs^s7p&?jyfBCP+CGCH^&b{LmOuVF z`n=f5M;y<#d)_iEUvuA!WfPCk##O5mc=`^yJ6>pD{N?Fdms?}^WAaDk2mD9FKV0uv zzg}&_rd<)GzFL`QF3gzCex_UfY3>?Xug5m&%3Xg|+`=7RIcxJYS$8o+X)Kv|$t1lj z)Rkqk;Q{6=7nm-_Gyci?yQ)qxrpDn)|KYXuzl{%zZK|DhwY5c83s=?WJye;0vQPJ*YHHv%(@+TpK30aRt)d^? zmVQ+KcG%bLsqU8d5;MZm1>b%sNy$BVjQ{4&M=S3C3H!VLjn49Y`?i0~UAuNqn&)!*EI-2Rw<{6B-_n=Sf66@9+J?!Q%!To2TnohuQ$ zqHMEC;cAV0A*D|ySYMgHwf(K)quu(lv48A;l$PA8x^Y5xz5aq8+aurQkBU^XX9Sf! z;XT@Tka-3BEtBx)ZoAFjMnB+{wMkt2YM=3z%Ll_U^R^0>OnmpCa-#9RgOk`~9ZoW@ zt#$sbTvIsx(YfZzWv?$BWbZ6l8aC(9?&MvaeJrc?A99pPysRR4oq_r8ibY)v8WiF` zum0|>(O&)1UN--advUJ*x3rzCd!}ud_H?>#yL#H^OvZ=D-dD{=jm=-NGE(>6xk zIw&IG)Tq>D!qu@LL4&!0;cfiv`5WHt%v|{IqLfSdB^}Kb2W`8I=P)X-3#j$h2z+;F zzvm0)=km9jzvWDRG`%aw#`EFozxwX`KSk+!F7Mq~++?%;C*x_x9YWQtva8PbBz%-V zn15q`(53vZ8TqBPR%h2J?A~^VA@cc++2sjMo%-_cx?b1W)s%iXfAIBMwd;|WxAM9@ z4)#p(cylVRQ((oN+cOG|cF4cmTKJzq!t}>J)4JnP{~0<P4 zjLc7YDCZOFM!>l^AH%$sL;xrDzc-w?eBRj^@o&wVA72&t zmW1EG!uav|9})Y9=O*%XF0XOFoU63$O4P@kt-?~Rznyj&dP-lNvh2=R#kMN07ylU^ z%(YY7b=6KhTTW)z)FrXv0lfK>zbno3&XK!)&G|nAld1ndF5SnvX4elyg*QIh(dQfX z@2h@lhs=z%kHZ*el-+q__+8BP@zwtjqc181>_>50~&TF5UpZ0dA^u{@lmF>2E zIb3&`cgx!!3pn5KH8=ieSSrH!?Ebd(-6r;(@={xF)Cd|}`*(i1>+;T=D<|~SjZWNF zK7OCMs=+lvJuy@mkE3b5k);GVKeJpEMDwW`RMwe;fBfTjCWy~e`c!QisKZl3kge}mS7?K z`t5&)A6fQ|_FruNGdxxM{-2@e`l0yE?TuUJcgl-zna`0uUHsZN@lI<`)!D1OcnWs+ zh=s|9q&FX}E&b2H6Z&EEzvh3&{}~RP&j07WfIs?2{>T1@`;WvXJ@)vJ-|?Se%lq87 zXU}Y`?Rq4;u`N`0rgA`Kssy{uwfMK8kIoBJC_gCM{>Yyv{%>>W)=4*1KYxp`UIIhXzO#2s2MeqwTIw{*OJz3b~O zhM(ErWPfb@$o$A{>!a#=sqFs@w4*78?y6n({#ZKad)c^tgsf7Iru+xL{7*fL{%?4-L(y4>%DFdcpp+>=te zX7*Y2hwaDyGjL`8+In{G{LU|>m31eLD<`(*ys4?Z#;)CesKHKV)8+T}nfq_WefxD+ z;Zlx%YG34~>{cPyOd*wejdO8Mt1My~qUSKq`m5*~;_AW}>c$}3T9@_j%08COKlDE? zJ8L6cTbjzUZDZCniy1R>?w={WCBKq!v5N3HK2D31e>s07uRH&!zgnvA{_gnUk`cx1C-5cV+Yw zxr4t7<2|lFb8oIQt55q=c*Rcp$NIzeA0}r_Hr_gi?f09Hw+w%VtV^zG>3?4%<9==?DJ@cQt^jwe@AcI?@4<(>Gys5?f^yV-xQVhDV*^ObL{;&0CX3@5i| z%>Vke{6E9ud;8q}F8ycwpW)E+jTheTe<$~>n`*(+1^{tmb zM`B+>UKq@HvA+I`ADX5BxykLkKiaM8lWm)@lA*kL5=Ev3+IHCo1c>V#%HZk@6nADJf6$0eiijOzF%IlM*Bm*v-jM@Tc1OB2IZ8Tkl;)| zF5UT$g?+XB0pX(z_TOe*`%=sQz`gs~wPl@3yDlx?yxm>d=)6wO#8rLI3)%Y`gm3K& z`p?jm|8o1KKVjFuR$TmdICqiho^w`}lYE7h=C9~H|1jq5(& zTTX;dJMQOvHK24-km0N2JyT=igL%`UE)50>G4td947dHi)qP~|_~WU5#Gm=bwxza5JZ3GMFaGP%iG^Vi*MEFk z=oom;K|y9tWq6x?W_|B`{*o0omMbG~-R*V}II`>6e2sag%#5C4ZaMW^C%=zhv?YN3 z+4;_|@qPEVl&ww9R_iRUOlO|V61FYv-Z8d3?k&B?3h&OClP>F5_weuBIw{u=%OCd6 zZ{s}_8*kHFzQSKZQDyD{_PoklqM?qqWzU%{*1IlhuoL^c(mw6J@JlC=5MnlJMSDbk=Z2nB=>1?PXcqyy{W&$YH~lk?RrtwyKQ!LxzNv~Tz|g_ zu{?$6t~vPc4DzqJ{vua|@#pS`{~6l$Oa5ob(3kD4KN1jsFyAtCe%KY=GX~Ba_GKam z?)J>l;z@ZjaZ>gd`Gfn!FV$#2xNCi=DuwyC*`ces6IB?uuaGy)JF-z_evohOMF;u$ z_qU|KIr?Zm$B(w>N9_4aZm*3$eCb45-@OasyEa&!JKOxMME=m}N$mGtPCj(|PtA|_ zi*NCA{5T!apYZ8hY?Qm|fw#S%+)~azp7qyyQG>n7KB+%~KURNiKN^2)*A=OyOQ)V` zd|$dZHePS=AE&$Iu@OB?(D49P9_zrwV?sFe{TQwdDG6Ve;0kVeBL|F`m}W90+oUj zN`jN@A9x)8uzu4X)wM7GDgK?7`_3^_uRrs^6CRFF7|dLNlym@_{@2?8_ePJaD!q^8tU?eTjdJj+GD7F0$_3?340a zY-^%o#1k9wp4FNM54`Z2w|JfZOIH!bpBo?kXJD?0`n%|#N`3xov+aSm@9fgOw%T@M z*R@-$|2P^CB(b~1O!ABP6t(Zj-zBAMqaVhWalPO4!X>Ix=gwIs@$}OpzKM^s zR|bFjcxi9n&iftz6tC>jf2h4S+2g~tg^!|N+!T_vI{i0g%^7jagNJ&a%#mTpU_M}< zxWDV3-H*vDeyr1%dVT-a%0%AP(fk_^@=uF7z58#FUh$UF^IqTH{|Ncdz-|9xR)z6@ z29~hrqr(5NlzsD)57%42_zJ$$(`z}q{Dx~@3S-iN+%DsuIq6rfudF*{C-dRc zAHj=zJa+L-+jaYFxpbD&CBveV&kb&+9(!cKaI8A~qDTPy`T7q5yt!NUHyA}IKX~

    E6W*m0G)(*|#OdpWC_rhuXWzGV(lsJlDQCvVGTqZR%GQTP5l?o7VcBT4QiPe#JtE zz*YwSEQY8*i+=oPcy#-`)SrZpdb`VwJ=%VG=!VQw-rn2gw)pZ>hB@Ub-`8KgrNR7p z`N92L`}_7NKAbJj_d-tigX_GxsRDf(mrgxbzdGaRpN%$?Dpe-Oz5T6Tcj2DNkIf&Y z{xck&r+nGQK07mi$;qnzM3$3^rL#mBrcXU~$K&qi36|?uXe?mrq8#&ceu$ml`Nw_f z>DvDcoa;7bZz>i$Z{>bY)US9?ef5{M`+vCF`2S~cWsdmIuy4tKhR0jQ57z$_U0475 z>wktXEbAWa)H^p@x#vGaOYo8Z3||6F`+vXk|7Y#~M`@n=e}+YkYwGU@)qlM8=Eb5n zI(^3f1pS5oGhB4IX8(Sr{g1cuAG#{$|LbDg_@ANH^FPD!?9Ge1H*B&vk8bCd`a_zJ z>VIiS9sm1P{Xc{3x^rE6hfX}Ue<=O7 zQ?}bmV>kEUaN9Nh=CynLAITbd-~Zuj+MPRDVq4`WyMk54b07b{`pWcRjqHDhiD}RO z?T`M?;NUg$V)3o>JBk)hKsTWu z-45;bi~6(e9uBNC5BYcP@w0!Hbj|*Qng7Qn{~21=gS>5+E&oGW{l_)y(k1JK#b+dG zUYnAvD{Sw2s)%R5VAImDrPe1`?~R{7bMt=&&UjGRLk(E`PiQ|V#E-72e~>f(am1By z`)~8KfBt7szWARZtZ4twuRr#GHmiTA{n7p}Pt@^$Y$yMj)E^3eRR2q2YyThK$$zq? zy6m@nj6eUA{nzHH{~6A&Kl-16uq}aqmv{ZEKVg4$&ia3~b^3qK&i~={$NxWrv)IP} z42_%Wd*we&{W1Svn{M)d2IiFi3{uAy^}n?V|NPJK-b!Gt7_g{?A~Xj_OO*u{7>`W$W#9ro?n0TpW)0+G?!dYez4nK_(#9@ zwBP@PW0S6@Jky<5(mzLQ&hv_Y-(SXM#~u6-|Iamh{;$9Fe;Ku}oi+^3{#@-|9sSkL zzsu;19{bH|j;QbZ*1pYqvLCIK0r?rFu!@~4`s(g{^_0T-gjI^fwoW{TRvaxxE7r&=U{yWKDiXkm3&)5by#G@yum1Jd{a;wtecPemy#JHV zo&OBiU)R6jjJ)#0t?ycw#u_dzjYSQ(uw6mkmMLqmP1=_)`|q=T{3rXE6Z@aUy8p3X z&84wuCx3_rj&W7(8+P3P8BVM%{?8D<{y)P4)r!B>?8w#G`f}CZ_4-$S#F_qQm~Q{= z`-^gsK-cQ!hgwAf9awQ-dDB2w5ysd1S^qOU3ETOfVg2?03>SoUcRl=vYFD`kWNaTa zzK;cmvwkT5=Q?}-ufO?!8MXJW<9_h|Pq(@K*I)O4F@=@d2`=8cs7srv2~U;JKSz44 zs&?s;^|O!H?>T?{Pyclz{h#82{~7pS9qQ6p=X@1caB_X)Z~D*hNjnA<3I7>haK_oA z=B~RZ>+YZaYA4=X|MdLdy}x9SiUh{J{IC#L47-X1u%8VHbY-Y|j~uw`9_^?{wI}u{ zgGit&7>oLcT{U^DcKxl@)Hh-i(;1i4r2OI!exvoY=Ivwa)$hgscuw|@EZCp@TXsY8 zr(+AZy*s{-TZ*Nccl!~2wmUwG{jm*(7H1~z(*OJA6#MH~6TeBvHo3ieaaikA5yw}y zJ@rTDbH3SfpEu@}RNdlI-Lq@dBE=GRtAtACFc|R}Rn7N`zxh38SM}=i{AZPIxCM7K z2>)Bt#@O)9y7BnNuM7AS7jqSCJy)|c{8ZRy zvpGVZET0@-_G$Tx{&BtZ$N6Do$?3Uz5A{-96CSK|nUe6NcuuLjbL`g4gqTzb&y{+= zjZYkURJ_!xc&(pN%lE*0n%}RVKmXq5(wdjw#Ba5%6>Xh*_D*W7gPA|Nq_fGe^sL|^`GJN{NL4Ith+Q8?Y;ca2^yzdRohlB&otYgd1ZaV zmTn7P<;Ut5s^%v~l-(EDBVB0FW?RN^qufE^ zB^%dF+_lT#)TTL2wvNlg`|Hl{dV2Y8Tt!``gd+F$7@Us%g$HUCtjRK56~?Br!H#j8Y@ zblWX173^|Yt|XG!y!%d5fxY}X_XG0$vC*^F3*0$&@wiEx>xRUp*ApW5%?x0F9Qeol zM}~UD*8Reo^~OT38OPtJPqQ}WboTt;y6yiOrq1<*8 z*PMS({R8F3e;0p+)XV0){qk4bVbhi#cNR96UiSp1aQoB;^E3Y9Gv=*z=gD@YXJ&@URr)>-)I>Gn};F{GVan zr2h;r(so;Y{Lj!77N;VR1Te}+Vfr=js%`t|GTpU-=@^Ss6Sgf(evm8KnZ6$$Bq zRiHl)?z$ATJ<99np7P&k{??!PTdee-VPdKLhkt7{7Ii(b4On0OL#1mUOGn?@LPh(S z$G^gx!nfD3?epBDU!1(7a@%#)ZT}fI9Z2|>xcchJTM=`sji3J5Cp0a#^pf{i_36jt zxIXM#syC5GNV}6`$219Nh9`e+-?mJix8wX$=a2S>cEzoKxU%%Ekw(xniG3GTS{T&( zB`uG~S+cK}Sg-Zbtas(jAG2N^tB$-^KDVdBspdk&gZ1mOZ_P8mP$#@cs*zhqDqFd! z%371L-iWn4aIKElYQHr>UH;2%&(kyJ+c!({)cee4+|_ zH#g5QJJ@G@Z!y2y{LRZHLcBw6y}F-2ah<(*Y?7g<)`i)Z0=l>FmbiKM?e((X67pN* z|5RrDXZU(4{>j!SqF>^VSl{Q1%8a;v>E^tMC(-^^H%_+i*T%OF>7C6yt{q*vNIZsx<2)<0Ov`{DttB!V` z_}QJRIln%~Oh5Ww>c-1muJ>9qmCmoY>yk7<^F*se!n^MZbNG+Hp82u(5%1a7JNx7> zJo&WDv3vH^-={o&cfTmS@-H<0;r_#pR!7(VnCbm<#w2Yw`)ZrE$v@xz`KuwQjyu!F zZTIL}(bcgq)Qy3ef!`|%G@%a9oHbWL?T~e7MT~YkYSR_bPK{GvU8DZd_2269n(Mzj zvpeqv&s=i;%#r^L#rO7Z>SC$z|D$w>Z~gxn>QnwRJTARfqx*qx4$ueAiuGbG;Y1{o2?HYc>|dv)4a~1T_$^fg6ao9_-`$&v0Ths4==0 z)EG?(i0G1#U;i^Ge?8Ov&-F_E;a?jTb!kud>a_Kb<|FR^47{&a*C!m9WOh=z_NMrS{|vn; zfuWqIgo3&^yOm}-ZIQL=dikzDW807Yi%oZ!TgCnl_C4En=iO_Jw&S|0 z`z2l^GHbf0_F-nj(hjEMTJDkxoe1e}?V*op&ti(!Oga0*jK5w$TsmyY#Xr#WZU>eAGI&-)twPvm*$e}?D3-TyP}-&Fr`*Y_-q9cwDrAG*)*T2AaE%dfVD z#fdsWQCk!o-bELd*j_38H0#SM$Os;+!$fkk8B`0QW0GqnP})GpgwqPN6@oDciPnhe zzrLXcrI!C*6uwkE4it9&H;Qys_hO>WX{OZqbDv=_xE<&N03|uyX%HrR)1&n6LcL z@F4m>LvP`g;}2h+JQj4d()jwq36DRDJPw;{ee~7V_-D18t~KBPGjNLS{mOtj*nft{?%$?K|J=_e|LR)$e+Ik%3=;ntW`0o> z{e1tAO4RqiY+vpFaMyoa{7*=?`d@R^{C}+be_Z^#wC!L1!S(_1&Q!FP%De{hQTtf8~m>R+>v-*p-#kKzP;qm&Mjdte$A;^vs%2lFmz$|y<6*M zzd4_H^Zd>}Fq1OICgSa~ef12>m{|xN^9N%b_*@|_2UjK%-{9ik- z_rG8D|MdD%IM6_8z7g`KN>}uG{0*u1fBB@Q|NZix;ZLkQD(_Z=|MNfcKiM~|yzx2g zwP&n)+aJ@vo0GoB=YBFfm3;eY-Z=)#bM9+1|1%t7vwxxapJCE}hQCuQcU*7(b>!!& zCGWS+pZKjZU(lVmWx4C6{Hamj2QF#ONp=>KQ>e}*?J z_KE+i*WVTYME-S1{qr;Xe#~(dy^ZP?c_gb`VWunmXNX$-pTREm`;kW)>+Yi%`JbVM zr~X3le+Je648OJXTmLi6KmBg{PxfC|<$r$G-=~hx{ed<5fBwan>_1_DZN-0v^D}Ed zT6Ae|M>Wy@A+!7!k^c-Q>;IkVepvtf)9=`_IqfYy6bZY9!tN3>*jzq3R7Kvi>0#pYGW7QTEwP zsXImz3-7jBhrD}u+@|sJ)@n1E_sR$Z{xke%kXfI8%jM^4<2{RZ*#B_;`u>;f zSNlKp{~7u~uCCkrpTT+G^8XC|{~11>vR&eI=Do%`{(l00tN*pv`u}H;|IhGvO8p`E z_4OCtul&#O_&>v+qW(;Q&DN&~+q?Ldi_W=ET@U^9y#GG)*MEkIzy7)YXHa@&|L|`_ zpsVPKDx5=%as408|8p?@&v5;6{R_>wLR5aV{dcc<8~^(EJzD=L0Mv^6c6sHZF74BH zG01f}I{V2#>G~6V`M-YV|7FcyzApLU_CF2J{xhtf_MhQG*siL}rvDjgR=)n{lK7vY zRbWw!GDHB9f7W*2XfF2fbm7=BaeDJZT`oH(j}@j=dUrXi(h%T_qV+l`otXSJkm>$!^A zhog?Sr$>DC4wl;gYiGzi_g{j4`c3!x=w=l@n-k^E%X6N+W96Hdp?SDv)@%T z-G9TrE2E?+wSz~wngBT9szr;i;1sxd|t7;e6#vI^Q~XC0$qJG zb8WBeixHfj_pkYNVxucUcKJ=Rk9 zwh8SOt(uT2D79hU#FUUg*Wy{A7P-v)!}&iM&;DnK*Zt41U~S3QGc{)a879cw|N80v zFRttUQEB_%PqnQ-(PRH%kw~Cxfi$aV+NERf-lW}QFMNHWE^U7CviREzD|6>)ymI4^ zpPIAb>Kw}}vb%5I=+6{+TkBO470XU(*AwP? z9E|fj<}14WKLf|r?|;5-`_Hg%_8)D%U$?ximv5i4vgDZ8JWI*7+7AjPDn5rcd!PR& z6R?(Zx9gpzuAR$YZZE%S;Qon^d*gxC;d1gsc!o|7vu#VN+XTyF_!_?i;dM zg*9tmrCjuKWN9*R5A=*#)(DD($o~u|qX1h_ii+^d1>X;cKm9ew;{N8(prL?$9gn~f z51tEKW&Z12|MD{m`>*Ecs%r00`OeYfzK-+dQHHoh3pefFx^H`QxAu&@#3YAFlFTcQ z$GMA|f(BvXxaO&=NO&Z3^jh#7(FE8W(I>PyqObi8vvmCQO?a;K$_k z?vK1@n9S~Y`{wOZL#>})_tGvmc`D5Fur)mD`DlN~uK11`ZM~VrOYf+j=~yEpsxhfY zrmwhf@r&$Ll#B|l`!!+R!@xtUCSQBKefif5A6|qWbXq4HdT3X+U*x^(RatNM-hY1M zqW~wNDFA!21_Ial@PzV3ZMx@o`qHoc7vvS&-zK%Cxov@<%e0W|9xd&{KV^r?tju=4(b}`Xe{db+`j;v1W@xj@p=DIpP%-U ztskCbDr9$_X{hH~XZ+*3X;@CmgnI{g`u}aL{(U`hh5MAY`9i(>$}~u z;$050nxPI19t#-1n4YN~&dxpcK=2>s^`>`Q&uBmT*nQ)rZ{C)z``7kl1+;4U&wgZ7 zo z4?WgRW1BdGyWC!D;z_&3mo^;mlD`%F&Fkg8YcHR_h)wyoZs)vRlCRgtcYdGdH1j`0 z_?Be(xUDN6Epfjb6lCz~abDHuEA{ieis}=kA8tSSd3)jYy!xqOA5+3zgJKV^o$~jB z-OI0bTlYK;o5#0(%ls|-)2l1@9Z{DI?bmv0c}ru_zKAcN=~_O2w1&hpJLGo8TI2Zd zr{?W{;wJwikZaZ{`7N=B*+3!va&o}s#pQjjlgvPKm~UeO3WNNjrFP$T-f}fx*mHxw znyR|Ba@?T>7fQ>os8po&hPlQbSnp(ia$VA+cduS(`5K>YKA>)M-TmQQGjG%C-Sa2j zEfD$7!1eX{r}b+OrA73lnb{pR_08L|DeT{x%B>nsQ`OIZl=!E*weNbcl7gs8zyrR! z#eY^8ht7I**kfzom8r9zI<~TW*z@s6nBL}c-gleUNK|TsnpdY!{x$2)-s?Gv9X39C z@)lfs>XvOfbedmk#!9zEO?fB(ynFjAVpUh3$>rWNkz0L>1b2l`GkkS{@vm01&G+x8 zQfn`rI<#(zh))oC=T$nQ?$YxpMf@n_dz@#Z;? z{R-E-3Z63Q`r^I&&+IA<6K_zUEtWo_Jaz)u6pfVdy`xGTc@Yt#GS@3vU+R6bVEX) zt@;yQ{?#@sPmg!sGQ(w;l7te4I)P)vSxe1qJR2X&^Omv^39zDoa(s#QPtiWn;=+X;O0-}JP~JI6IX zeto)M^2fQ`2Y;osL`8emGCg%^IKVghgGNJg{c%&r@9*>o&1%kMat8 z?HRAw_n)D1{`#Nt>z~Ab(p&sb{wip0vwfB5+xv{`C*^bBx$#aeck9XA{cko%*w4uN zD0ThA@(%q!=Bw8JZD#Vgt&;maCEod;>CJ{CYiv`^w+Ej*Z}c-w!ZNV^=;FB5e~$l{ z?RMqOAK%hs+cod4&mFT-w9C*b2)}On)?fOCJ?A}Mht_GlrV|g^%1&w6Ka*+0+kN^k z&gSu+n_e$-<7x7Z*Yj5@{F{3C$A5<7<@+?avt{g4E??Zv(VRNxn@;`m&+DB`4Q{wv zUY>6}X;bW8f2MWvMrYOCdaLZt8Dws+eVe=Q{gK!IC$+%VFgKPee`p6&U#cQGuE_Pn7`+Jh2VdgQjb9@E2*(}aieUQ5OA#7#-q92P+ zhwSokQi`J}JpVuB|-L}#ca zR>Wr5W;gXvSmiP$)7916GE3dvd7geXsPMnHY^nOHTHWgCt>3vc7VWwG0#q6??UjEx z|4&2ue}?tT{xe(%+VcoaU|apWskX_#=F1+9KeF&YLw^0+<-x8Z;nQk%gnX0#_&5JQ zLu~lZE265KJJuylY*dsnJic-DvP-k_cm27rbhA~x=zoS2I`!8b|MV8E;x-5{@;o5A zb?vKf*S94}ObX3?xamOh{=KO$KOJX%6YM3i$RLT~dDmCts4W{Mwmj4?I~nuruv@^= zw5?ZOmYg-a@3;N8@5x}Tp3QQdU)J;{M@;)LW6_y{s`C8xKf;#(Q3;FxeCqMPpYo60 zk=SudD-%^c0~g0S*_K@Wwg2@O%LS`e7N6tYJZ;^%GnKn|vN?awx}Wu*VQ){p)pOI^ zH`cGa6cKvWC9y7n@to(sExY_y>$W9pKXdXco7_{YefB_-#)FT-ElVr5X0Jc~FjOiFx+FebN6J9HU;o_PPG|)AIE{1>66LI8Aj-<6`r)V4Ach^U`tF zFUDSLPV`8$%6yCod9+kz_9oN3Q!ieA*=uy$XZ!Eai@{p!o+V$jo7%hPwb8xFB9?vk zFYm6cKeToKL)DG{8RmuCe?Rq~p;!LHq#OSk&TG&A{j~nrzWstaGAmYz7;*`|PF?-A zsy;4CE=4rduJYiv;xGg5**o5zX|jDT-EmIq+uB8E6S+>Qe4aALOjtT|*1LtWZ@-j_ zJ#x9xP;-M_Ve*aN*LtUSI`rt?(K%z^Yk2-)oSob>rmq@T=j~6cy8X^-xz@cmkM;)2 zH@|)QJ7l`5M~~VCk5``Z5B;v|O|ln?wsTYDlKEBS`IpzT@=>Va)Gdw8a=mI6e^`qr zS)Ww)R2ECKRQYbYPhHZPx2;W@UoUOGaji+Y(p=3eD_;3Vd&`D*Crr!MxTmV4oU=i0 z#_Py`g4?IuH$8SqIYeQjj8JvZ%Q%JViZJOFw?YG3Q|--cZC{8X88+mtMBhHMV|p1bzqq}B|_OM&}m`XBwIo#oN+WJ!YjN|kH6cA0XSQIQgx zH=b1AYqYOivg6m$%Bx$~oqHAVq^TcNE6lin($WtjVNig*@n(hkBi)uyzRB6;*(!6a z53g|Rx$}II{H#+Sr_Fx!n`3Q%m&%@!vPAaz6>3kCEe^|+tzVLjd+Km&ulHWhLQ8+V zYXR2PKm68N`tUvX?U&`7oK-IF-k9O3eOkz>q54<2W1xANiAbQU2V!;6ibY+o6|zT1 zb4EvV5NjCeHJXEcU1j*?NQ6*8K_0}mb3NuwW|IzOq8g9=%TTx>wy_g!_K2D z6k3QrF0gNQ`#!1t`d1zv`#XQ;t&6UrU)%+-OpL--lrnyvDiRo*B3&ic{C8!>cloSO z+fD@MPv5=4@|A7Ye}+GbhyOLn|78BpuxWK2%YTLmF8jZJsQ)6mu4!Mnc;`x~OJ29X z#XqT46Pi?_^zPfgO#PE{mLus|{7>NFe+EbXKaHU2hj7>8zj^DY-`RiS#W(GrOaC)8 zdjDsbWa(tbOpk~b?dt9wuhg77ym@=XuZk)51RF#+%^9*a1{J!SkV5@ z0W?AJpP|K~{(|#=28H@>p;s@uUwiel_Vl0T8|$A<|HrET&*Q26Lq7R00{cm&-@5e)?Vi6MxeFS@Aza z_Wx9#f^2t4{UI6q7mEKGCfNVhdi7%Q>(ZKiPyac-3IFW!&$leMU3r%qd`4kO&H>@Z^DOlfWA7I3llafj z&;Flb-SVGY_bg`hwcML!da?4ST(|Afk? zU)}%0zV<&u?e_l+qTwqRzb>`e|3Lz@Vm~#pe)`AyXMw-%*8XR3{Qds-+xbNoBC^D-{&;8GEG!V(I(5f!G?ZK!2Gcfl5Wd9Z>{xyceWmg1uD|{tHv1>?HzVSo{)zuNr*`k(x2q)HuGdp^Di`ewS};F` zYx3{p(EkhzroR8jV*cZ**lW+|WJBZL%B8u#^*>pEn$yo5&+4_-BX;Y$O`kvO|7Xa_ z+W$pp?|+5^ZJ?R$ZKm4Op~uAIv*){l9ijuRp*4&#d@o@&9gIt$(3f z{hy(c_n%2UiUA9e0_<HW{||MS%+WDO!t{;f;B|M~rY2DRxwr~hX_c8vUOsr7$Z z*4KYf+<$BZQmp@H2se8F^ZS2>$=-iX|7So_)&I6P{9jY}{vQJOABSilrK;64%m4iT z&v0_-ztsN>NQ&IQ9b5gM!BPAEACCNwt3(1}>DK=0nce?t|1&(f^q;}#KLfI=#VBFT zg@~V5&tkzd`=2uFXVxPtx*q%CKf~c&)7CHcElz)Az1PTeM~b0~G>_BDyNCNKnU`lh zSdFpjN76SkwCZEXP4*r|8Oe3|4a6({z=FLU(4(L zU#wrnPX^7}y~|jibmFIR+kb`@bbUJl`(wPI0MLfJl)+GOW{2B!KGO7Xvb*#F|X?ijD#`=6m={>rZs z_79vdXe{b_W(8ZjjInBH$9nlzznEq$>UwMoTTY9z!Uj4o#M}zm8?ws~y2kC=fbR{t^+WidqtJhb>j%LziCoYB zaQ@E`)h)l0@SmZP-(gXg_KcS}+YOIv4F5C8@&9Lt_5UP# zGhF&%|Bny#zh2c(Sl3a%`}{Tgl_vY|J$$Ku;p(C;?VfMo9zTwST706A8O0aSnSf|w zClqP7k}3Ov|4$b0{|xc$pf2wV?fDv1RJg zSeLv6G&H64Z1%EySw^B;TQKC9P;{tPD-rtp};$i5=k344PPB!S1Ql|TliHgnOLk0^Sm#=Hcj9@^hqi&iMYGH8?}l6cbr9_=kqK6cp+CRkq&$b#%z#3oG41Gwv3>FXpP~ z`mknY*yd-qjw`#0gwLvi&+NwJx7j~F_@CkR%70F~wNRq*BLDZwU&p_yP5*tzR`r+E zmO$6Sc^5#fy^w3$uA3K0yv=<&_rS@B3mcEGW6k~%e0cr(+68Mb-R|&uuDRRt{Ejc{ zoj%-efAhs+jzd)BlHZ^92iY>b(Y|;n^{S!Rou{dt22rs zeUr7$oZ?7uyIOds{P>r3v$kyTGwM;fGQD=@Nw;lDOF2Wj3a95@JO-Mao_7KiI-qS= zhaiKIv9JXMuTxORB2~8t$J}wx&lf&z(jzL!7TNiR)je+G2VvLFqtEslv6bX+KH%|t z57U!6R`=(z5;4|CLPIV-e>UUC(;t!HS>JA!=O=TWe;D4Cr+Z|Rv~-%XUCd_L`#)Yy z{B_;(Q9f_Bob24>tGYf}{~2CA4c;mL!u^xY_4vp9omOA!RCYFd?&!OB?pCnS`YCIl zaOI z-%L&!emee8xnt7i@{5($rJ!wh{vM#rNbwdsk*~SIewT9VF0YI`m?>5u<$lb6!B@LO z8{Y0ytT20&$W!%(vGZ6;@5TD}%L449KE9W{8(*>ikO|@jH zYW7<%_ji8j>E*ljeE4(8_`pW#4o3S|ClVz1lXu8e%SU~a!m_}eyfRCB&xbkU0WY4v zeK$WXRj1?eyOpmezkC}bTV=OX`tFaal+DuJ$CfgEmt<%Dus&G3ch0NQuG>4GJ}bH; z^2>aG(z2=l891(gYxvDS`P-bi`>Vg4m!Fzk@re8BUe9;3ad)03-7*lr@%#7pHEZRr zJjwgvw>CX{=8+O3z1()8rRj~>)4 zj`uCic&M?c>!W`LC_+J4yZ6KKKNa?WOYKjDry>_*yA=Puw~zR@h>l3ox{2` z)*0UdRbKKklicU)x%qs(RT$U%Vdp(xxhK0f%Wo-Fw?CwPcJ;-7pmAcU*Z=m}e+ymj zubKZ^`{F#is_9p5e~zDd^vCLdZoba{_R0UeUjN~y!-qqHSCgU{ z`scCR551l`*>%=!dmCfn{%;XHbqlWDEcTYx{?AbT+46J7_UVr6=Iozn{G<8sEZxU1 zKOTA5ENC+E7{}dtJ-`Ulp^USxcJBm?$m4(qy1Q#(U7uXY7`ez{#d zS;OYlJrgsR)ooiw96X$JL98ZryIYR8W< zw`!DbRs8wEe)l=g{zuwuU6*<@FHSd+ojEtkV69x_>cv|p9}`nFmR)<;esM1I=acKw zBd_Y2dN-=v2#phDca?t}qOo@MO*m$9ZtUroHw0cAJe&W#^3QPN zN9%>}ymoMy_;=n_zp`}I{+0HZcK*^{wk@$^HJ_&~pO$2pSj*of%IjzEZR*lkr+g7q zl!CBD7-Z+pV#tPf+nmvTJE)sU2gAOd(cUmICnb#bhKbzQgI?gy{b1gf_jRpW^a|6R zZ$#4#XI$iDX$_tyQT1=?-v107VvGMXIH%tK`z!ySWt^U}eyP@}n$z*Y*B8z>HrL|d z(U&hgUER@?x&Kj!>i^3-z5e^l{Xd>2|DExlVQ%f2>%YU~PyJ_L^3t;Z;jmTym$cr0 zhWD4j#|klBseh5P`#-~e-~SB9HU6EcKez9h{H+cD!hZ+_2L5L_#Jb`?!-bpW{~79L zLkGc-UFH5Q`CsXGgMU}sKkYv-sjL5=fUf($w$uB6f4Tpss2|O)&GMhu?`;3J#(wHQ zmMJ0i9~!glznI1TXSlx%GIoY$71ZtaTND4R|DdvH@qdOE?!f;H3pc(0_t*SCgUn)7 z%ibLS^ZH%l-_`t2>l;-?x9^I}q`{(h+{BI-bwf}G;H-%%-f-}O7?ZcE`-zMum zi8?dQYx0aeTRS#bgj)VSeErMXh10!ndU1J2m%l7@Hf_mvTdsZ4?rx5^Yi|9a?YsXo zEL>Fo`$PSYUG@*7@BU}FaMAwn5Boo{sek+JpT&3H{kP%LKlks8#ky|&XK2kY|Igs; z@}J@R1MvPFRP7s||2h4U|7+XyPxgBywuD{(qg}oKmz4T{hW+fI%|HJ{_ul`@EBv3~ zelvIr4#@b9`ZXr|C;okLbkVl`D7MRgSo`ij!;6gh|Nh8>_QzEIXE6HX{5NswpZ@o5 zx}sbEGjQE||F5m{Kg0WjpzS}HZc9G@bNVCs*Sz{q>Z=Sh)~^2%_Pzd#iT{6wI)2dp z95l!Mma9LrU*JDOL}tD6?~C2|gGTk6`*(c)XZ<7g z*QDZ4{QFWFUAko5{)6{;|1-37`%L=&+x^XLHN%`w=Fhp7Ti&tX8y){)_3^)K{~107 z|7X~|>d4b|Ya{(qGgpaNj-|RfC>$^VN-0J!=|3~QKf6etjHUBf*y!fAi zYft@!{QnH9_P?!;|5l4Xx9?e5{kjtS=U4W9soX01(jM91#s5Sr{xdAN|Ie%bTS7Uo{9R6Fp@IQmy((jAUu2}E+pP@C*{)PE}hDr1P&Xq^e3Nc&$^<4g+U-kFO<+@h+ z|IzyRpTTkepDF(t-n>B7deaD$@%}T!yr@6Fvi8O2EbUA655xO^@&0Fcviv_ox;u*A zei_fmUkw-lQV-t$u5pp71uROoJq*}M=(;-7mHjCH>b>?{z#TV*CZ?`O#5lPiN z?Vk6%bVfun*Gf0uG?n2tLsz!o4?in+Rpm_1MPAVcmD?7X_L16KSRCze}?XL z^WXB=f3D;CxPS9U`O`lZU(;Bx{_p(t{V#H^{AYOo7@V!rU*G>?mR0}#<9~)9yX?0Z z{AW1(!{FcfBlY@^`Xd(Yng1KS>t}QDe}?`2;H)%%ef@=-EB`axKMu+Z|1KQ<&tU%G z@Nav;Kl{6ElL$F!@o#7TKlhvY-~4g^^iSh!m-fm344c2c|0Qi||N94c&)Lmi-~aN? zn*aAt{Xe~ai2Lmasq-JKSk(2_;(P?k6!)#`qR3l4wyw+k;{!Se1-^&`b4uVpLlere zM6s=f{~1t|%hsh=rh(3A%E7xW1oc!7(p|D={(ub>`|Bz=re9C|C z{_0*9`=|89xu!0S^&G#jO-sPUm`|-()b-o=asO!OKqqWqAp@ex51qyJYhL`SImG=p z?9ip4-A(=l9Y?Aj%$pP1t&QclB-e&n$de*F$V+G|U)@?Zcgd~4%Y*hdUDA1A(%&=R z@l|bW;_Vuz54lGUNqoJ*EZlQadeMJ|`#uZmwlH1^^zFP9an0jytVC+0pQGG@%PT;B zhGAxsQz<2WCOb*5%iNXwY_Vc=gg5K&GZlefO_!^;e0B9bm3!wuLut(OuMA-q4u`Fj z%Q(6v*~V9@=;@S6X{@5EM~rTtxo}q6U1^SJ;)xZn#b%YIom{pKd3uUpYf+c>oAZ6P z$qx_*pM__~gd;7TUUzNh@{dLn0$oLwL7if*rR!dm?J}EOyfV)0MuOAvtNjVKClCC| zdRuAVzh2KK{jqgE`^!m!nYn7OcZx52_`UxROM(3@d#}Rqq@2(H8HDHhhs6KzDwPut z*iq6_tsrZEQ77dK~p2l55k0BJTvcif({~0sq`R>7})g{xftMWxm!Ee_Nlt zji)Z+irL*8-w!6o+IQOt-^|=6weyO}U$pBAw?$TtKHO>1r^DM zKV&HfwtH;x-tf%Pz<+k(tK!#Zi{kN}h_phP`&;dGy?L)bAO7rdp6N)Q0?U7f)rt)X zwtWu@-_&N`$UbSu@T2P0ox2rn&&>KP7k$!g<`Iu+I{W2RgT2((T@s*T7j`llBibJJ zx7l52HGs)KwID8yMN7cPU4(4C>v!GlQeLU{vD-Wx5x+LRVc%&X-y6GL{o~iC$9w*y z=RWvr8JI^cV7LY;+3zu|1)sCy)6&-5eW1GY=0#W0PWWtHoIlD`^9tLD{I3#(ND&&#XUzjo?BB9X+MZNcE>t!cM-{mZ}E6W8@07l_w=j(NTm3(S^fKkUfuVwdB3dgBFeEU(^p4B^ zu>FA5@zy<#b_-X;-0&8eww6P{dfJ^>{!*EmWqY+IfVN7)mf7-g6JIobu-0e!1Sqn;iowIo3{l>$mT16%E zKpTr?!KIq3NC5lPKv&Uk>Br?ZqBeN7QDg7&kC~tu(~0l{qF@I_!Dx)e?rtvhY9-ry zrOrEzMO`=G1s7)+Iaze;I#S(HY2Rr7L{R^4jr?EM>}%R5QC6?S%y|F3{8itZ z-9KJmoXaW_7$^7z=gF_5VKW*wuvJfFrW>(0Uv0fkDT~fqSe`4Hdo*e01mV{WRUfqK z-~KKC*BmwdAFKV3i>}%V{K)*j`$6mMvV;CJ99aIJK}uuM3FhDRvHuwsTm!9M_Wx&6 zpZ|LQ7pW`zKWP4EIM$`HiQ(V<>-8^8SJpoW2JMWw{pe6Yj-~RRf zFW#*9A0ps$hW_pT&)~Qgv_g3PpNvJ_^s_qPX4b5^J#N~%Zl7)$-R^R>R#3mr@by8U zs~A)L4-ZqwSx8_v{!x*FoOuNHL4y2;39y5cKpyT#QS2(hP=Ck~b`}#TyzCz;z)p<< z1&2rg<9`NDHu%X<^T8)WHN#Ja^8aTN=)jI_<>G%rywGEoK(WI>2m3`w(+NC@hAQmY zz1?X-tiRCYNkUGG?e+w^s*8Nd$nwpass3%+;{Obe-1~q3xeq!r3&C*}**nF4YVGMi zUEe1EOaH$AGyhv%_kT^|_1}N)Kh}@L?$Y=c@Glg!s6NyFS$*|?27`Z>uGGI!EdS3? gKl@Jx3TIJ&D*w~?qW=sE!`D!wr6Pf0j{k200Kvn@YXATM -- GitLab From a37c90807144b334e79309a0f5d1f7eed66ebe5d Mon Sep 17 00:00:00 2001 From: natan Date: Mon, 9 Jan 2023 17:55:06 +0200 Subject: [PATCH 16/21] Refactoring the algorithm --- 2048_Statistics.xlsx | Bin 139555 -> 146138 bytes Algorithms/Expectimax/Expectimax.py | 56 +++------- Algorithms/Expectimax/Maximaize.py | 69 ++++++++++++ Algorithms/Expectimax/Maximaizer/Maximaize.py | 71 ------------ Algorithms/Expectimax/Minimaize.py | 57 ++++++++++ Algorithms/Expectimax/Minimaizer/Minimaize.py | 59 ---------- Algorithms/Genetic/GeneticAlgorithm.py | 31 +++--- Game_and_Graphics.py | 12 +-- Main.py | 101 +++++++++--------- Menu.py | 26 ++--- Models/State.py | 29 +++-- Models/game_turn.py | 6 +- Pictures/Screenshot.jpeg | Bin 32142 -> 30793 bytes Utils/Constants.py | 12 ++- screens/genetic_screen.py | 6 +- screens/parameters_screen.py | 6 +- screens/start_screen.py | 4 +- 17 files changed, 267 insertions(+), 278 deletions(-) create mode 100644 Algorithms/Expectimax/Maximaize.py delete mode 100644 Algorithms/Expectimax/Maximaizer/Maximaize.py create mode 100644 Algorithms/Expectimax/Minimaize.py delete mode 100644 Algorithms/Expectimax/Minimaizer/Minimaize.py diff --git a/2048_Statistics.xlsx b/2048_Statistics.xlsx index 637fa853168a15d651704b49d52dddc07f7134c6..24047d39eb80cdb983dbc13bbb6dc12cab982a4b 100644 GIT binary patch literal 146138 zcmWIWW@Zs#U|`^2INqlj#_s5w)X2cVu#tg*L4bjQAtgUKpeVnfSU<6#K(8V<$G6Xx zo5@hX<^QR|z1tlRIwd(=2->iTzgk*D>#?VeCGR)ug`6M5ue=J3cqKs zHWs9+A6}}+%KN`4_uk4Yrtj6hPLsd(!8$Vz)w%N=#kHgv85nq&7#IYRotvCrlnQch z>qJMt!v+Gb>xEM1-|)-O44cKO5EkO3B-AlC)&F*f#m1b)TaG83Y}@1#bK?3z-^*J> zr$+qxZ-2htL^6Dexs+VVVu#y8J{u;5=4ymrF34QFh(mH8%SoR%!duOs_f9+WYk8c) z(I48;3|pPKDc*x`|pDJd6O3^ zo4@vc!y?f5zw6f4rpz7X^DfQ4{YdYOu#cOdoO?yc1Wwg(lf4x;H~Br|cevS66!*{B z=Mu+c4u7tG<(5gOl^@AXNdH$SYFu`W`}*r*@4vjIw_ZN{9FH23zV;0|w^A*3NFEZ;_Y_un=X*eCv?UZJG?%d|DFdm43bd(OVAaw0G2iO1mGk_bmC7(hy`<-J=JARGtDLR82Q1DUpKw8@w1+k6Snpwf z`<;CJ6f7E8ZPOP_dGIHPJ@;p$^m@15Z9W=1m$tg^ zGv}GBTGMPa^=9bH=X)~OrG7BfZDUes=C(Y?7=PvhiyD)-bCWwOn|sBqu1@o2%T%Wv z%WD^kj^_XTn&Mf-BB!t-BYaWI+YT?g236L1ANxM;+>oU)!M(U(@+T4X({bgdc?WA& zW$pR(a`yiEA3}e=zV2T?uXgouW6}Sgrmv6t_wV@YGsU9+9_@avUtj(2(eL&D|NNZE zc2D<#N9+7YJcb4Au?@dXgq<&!G`JnzojGTjz;%-ZtqD>O94!1;??pN+I{Y=@ZYw|c zMCFnLvp*j(!L`qi#vHxd{vqai`5w^+ z2W!;Stgp@N2@Y9Y+24_ISo4%1d#bdpv&Z6Z9FJ$k_ZJ2QxT(w799qD>@tW%LiX&gW zwil>9+H^rsWZ}A>&wePr2wY@*-~D;%k_fR0FMO1OiXZ!0JU6&()Fv4?(S5>lt4ZqJ zN-Hhr6bio7R1)Di)?qmJ+})(W#nsVI#AK**xvr+BxsyOa1n5%Gvkd=AQ0`GSl4j_iA_Q4bs0qwAtT&#OUXYP4>&) z{7*iW7j^o#|CQNya#lSr&Q!~`S>tb@s9xiEL2z>9+|Gx+?M@onL7BDYGnOve@n&7y zY_Wi8j*dUYXDnCOoYR??bMx>NU0;968G&lwSQlU1b|?JVO+(r6pxbe=?yXEuq<7v3 z4=dWp{n1ORWp?%TTYJ{{&h$Dk-R=IomP?UyTUILy?#g#RwC&qbrAr$!Zm&;H)Cv@Q z&41vNXWRSGo+CBQEWM{KLVvA(@y_;=@3}Snw=eSOfBGi&Qi?Nm*HurA%Lc8(Qq|2pKulrEdBZ2!FY`(BJ2~oG>|%;0etlSZ?hc>PET4cw(kio8 zWvuSWh`uiz6ZRrzf}Q7a@dTG=M{6}?p0=00JYbks^Y*Nv-jtJjKRycE6{UCdR`RB^ zLaiy&4n6H#r1qIh?{v1+DGQa$Zv$sqiT5o#T>EBMe%LLqS-jF7H)b4Nmp3^)VrNy@ zKC|ntxv#(OKJq)CgKO)yd9zk8zqY0P%}0j?CE_MO&Sv&JtA59Jd-JuBb5l2M`)t?L zC)YjmzWDL0mJiqL`WfG4?X;(AQcNn7W^C$oZ@y=&?T|&lMdqb#i~njX@?COM#J;?VpXP?^-F!8pR(Ih{&!?6*rkwgT zwfn8f{vyVRif5h=c$Cdwv93MwmM=PP|MfiA!VB47n=Rh(|K51Nug#ygK<{AO_1?V+ z7xGxkWVY`)p!IV5;;f7moZSB3zqjB2 z+yDOmmzS6M_y3xIzvl1s_x~SWumAP1egD7Z_y2wSZU5)xW%Kyj|FiS||9Ywa{{QLy zwZHG0$N&BCumAqv-}(Fhzb>D@@7Lqw{I#FI=6`-`_V?TD_5c1%kN^L#T>k&M+V8*b z*Z$rvzwh7Yc)P9d>%RWIzwhU>)$jjZ|Mv2A{{Mgc`~CL+`=tNx<@x{rmdo4yJDOkr zfA{{nukYvo`+1rF|MU3!^$-5a*H`y`K5k$C`KA8-|37c<|MP0M|Nn3N`~MyPGC#^s zv;NNo_Am8+e_p=7|NqVZ|HJKTzOMiO=jChv`X3K3%iFvCe|UTUzw7@0za2ikeEt4^ ze?Gtd_3!Zi_uKE+eLi3RU|Nr;zx$*e1_^*F; z|G%z&Z@;(Z_t*OWpXKX+T>gD!|G%s9_J41O*Z=<2UjOUc`}OndeyQ@xGyi*dd;R|Z zKlayu{XYM}eV@w(vp@ZK9sl=X{{8+j9f|g z`EHR9L)Yy0eD_}Y?!G@k`Gqq+?f;x~>8m{Zzt>OxNT)aG|4*&^b^6E8{8Xd5JvBc+ zHrc=XKmBjc%l^YW24`MGe_QzGxWVK9ZL977z4-Ffz5W;XpO5;_9>0J4?<#-%-+$%z zYkz-_ul@d!dH(-(|Nb}D{mK6GL%!~h`1Seseslk6kLQ11|EK=PpXUER9^3Cf|M}nk zzd!Zo_ZR;EbGZEd|JU>HKmYmg`~NT7_y2jf-F}b%pP%yezuV{6W&Hlw{;XgASIvw+ z{r8ve`SWi3|BuGcSZCV!oj)Tx)9`6}ntJiwPak+>Q#Rceh`abxdCQ+e(SM)Y*ZjV# z{wXcK{?Ep*;&pG{-nOs%^)LLp|NoEwDnDHJuUBEVsgrr|`M!wk!+$T=+yCkObEp2_ z%jcK$|J<>!`+MEK_G^94{JI~n!r$)R|M%(n`k&=SC+Y>8|C}z5|NHd!{<`0P=iA${ z{(HK*{_m{6eE(jHXV*QH{quPLn^Y8VieOi3=_eH0=EtU3G zHveDb-~Z3H-u}p+$MTP!@4x<|{QFaVz5f=T|8`zHzbwyQ(Ox<4;d<^)gJZEmyXQQe zaKtlB^RUdnw)lysUhDRrzrwuolh2>$^M(JPx_7zWQEAVk|7xA)o*|xFZL3!2ui8PCTH8NV$$7XYc8RccYV@ewQwdbP zSaoEwL9GWNMY*r67KiE8bd_VCLB@_Y@K*y zw#q7%sQwC}v@3^tG<+-$-*WrI%APo(!(BpUkwH<9vyl4Cr*~(3sEa%Kd*(8s73@KQ zGXlAqT}0f3@+YmBlwteGbA~6k@j`=#muqG}5p)wOS2;BMmTIBLBbOwtkFU>YS8n_~ z<&nBj(8cMVznWaWxWcrZoF4hxXtDmo-4D#X<5ddXm3}F8It!@_eYR-d{<$ll&i--l zJ_XU*nM?IOT;f$es<UQ?b|6S+m7`on{ zzrPR6UH}RbF-;z!Knc%1o{PK|eeF_lERt(fgzmV8r635wOd(d6F52paF-Vfk$6a z#*-A`sj6l_!<(i?M?Kouo_KM=5?&`3o=GQWyRCAI60bBnp>eQt>4O_hlX-UPOYO`~ zQRk3Y(rhq$h0n)R=d}->dTVy<{e7NpwwD?{0tO!Gi4ePTCQNJ-&OH2aeW~{@zU(J{ z6Dr;Sm&XUpR z%lG`A(tC%KNj}L+Gy93kiCJwGf=zoLeKkAw!r4H;qdXPl2A%9BSxZVMrZ@KNn&T1Y zw^3hRb_OR?yMpDZb?%lXMVmS=O?v3uQ}S%iG)<``&c&CO&QwU4kat#UrBr6@lbZ^Q z&DDkG1nZphTy{^q>42h#d%Eq#g%ckr*-?^qi74LfC|EIEzzm^obHKH98Tn4ovjb9qKngM*bD#Cgv{8{PWPEpcBi zv1GH)Nl09Ih5ZrT`d^WDXp zFD}kp8`@`Ub(-yulYoH7`tWPQvQm~eU4F7@2XIcCUf6m6DJL7-O9fv60}u90cyKH+ z=DcLd_Hs?LiQ@xjANEX$3qy?RIyNfUuKA$2thof_uY?JFmtf(p?2#_C;x6~}yNfxQm|n`Q zg@ik+QB{eWtySF2dz;=}l-dc(KekbzjKyL*Ywx4)`F}oy#(jUWrrN~OLE-LVi0eN4 z9(U{4TjKuw#^UaG7g;*p6?)%PEpqNJ5>ipWq48*HLTZ%wj=vG#Uo5INaa`mmRe2ej zOH>apXknXrWAT26xtkS0*~EOk_md04b6HM4=1F&Ck$zU%E1$%|3@K1Nl=5L=xY%9% z(&ERd3)h~w@n_LQYsUu?ORBfH`8D|zzY$*lMs&S$O@|;4%O%@c3JMe6U4-b0R7ii# zb7?Vm&b-7o^A>{LpUljg%+Bi~wyBxzaJJ+6=@W)BOg8PzXR6n>lTq?Tnl(0_!&I5)X&tEJmHgP6uR>vy9@@RI!2rxYP~ZN?!vP%@kdN`~Fg zWO(oD1&vG0nwJXqPtKhn`omSZyy?Kbwp|{tJN=rTls3Np#3C(rXH#>+hJy?BF0pj7 zWj^tRl-JTzc$$TzMApma#xI!X*m2<5456D}T|hO_#ft9NeDR#qmJ6E2C`d?5+2YvI z;3x!7R+6q&3a(Whu2mOYqm;{g-+)TyiD|;T!XmCsQ*X0mzmXKcl5G?|o){ zVUV_wwziRuwvn#3k)CZMz1wE9t#yHNWz*D{V-X^fV!TFWRc70&%)V8bnN^#WRd1X9 zCBfunW9|=`*Lw=>+e@{xYEr>_ZhZIJu*YwEMdH+igb8_#2JmaptYA7vNz5`AuO0%x{qj${@e-8+!7C{N~sE zW!nWQOOqlYmB*om-D?ex<~etbra`;s*gE2i!vLZOAF}eXa70%UqQmg z(N#RN$)(u@UPE}bIdbxL{obD&zaakK`fpAG1|EHzAaz7$%lc1mMEfu6$~AGYF{$bb zC@D;Exn}~Y(jD9;$azla>zBOgCfOLz!Nl}ZVXe9qsGe5#wbmd zIWHBKcjrzK{L!kAFdSk8IXoxyU0=36(CvYE z(*eU16v{F-)(~2 zO=ZsH337&~4h8F^s_%n3NPV`3{)Rn0dsnAQK4x-lYINKMcB(7fsUj~YioA?)*%kv(gVvS4j#a0mu6fN&b$&E!0gI_+ErV5dkHMtKmu{)fxB%i+L>{nm{P}#ESE`NL?(Y(a@|8% zMJ=-z;;AJ*8>%I%gI6A57q-8V5U3El1k@%_f<`f`QP&rjt}i0pUqGeA1DmMz6R!!& zR!y0#@YL*Js9_T?bB@@bgvGASB`5{I*$ItH!kU+YbuLZTy98=V@LX~QH6_&UG)~_8 zsInt^nhggV6R0I70BQn3IuR2Dm#7OZc|7;v?Iq2iwU8kvm(jE(Sy zDXUS|7oV&zGTC2xT*X)}X)gg)(kz!uXZf0lRVGOW(cK3v<=7-G ztJEy5!o#)xxcl=}S zHPa~Na!_Bv4b+RMIXqe6Q`d8r^3%dRESC&H&73}XGe_C&yo%d-L$~u)wV(iOJa5nm zuE{E!*q7}S%F*D?ndf0(;Bh>oslgG}woh;Fk+7XCA^Tq9ewt)MJO@*|g6v|`qKqdh zCp!8sC9MDP*F$vu3LzYp9hY9UE%JB|cjM?W*IUJS~OQlQ*;9ohy{xsY__MeCIpKQb=nUNoJh@X^^vdAA#1 z?;IA*ACkxJg`E13QD7D!kO7jzNEVO6r@iI=@_BKs2#276hmy79BXL99Qzzr}ZXTVN zkUH;iRSWy!MUI}*EgTXmupV&Ego%sACoO)w*mb+>b8zswzYYZFexn1MBRIbO>#gsd z9s=rpV6+uM+WtPey(rvWSY;k7q=)2g$vJ5`V_t~rjRNlt+d!>>ci<$|4^L9IRf@J& zdhhRuZR)c?v#$cdaUoecEWQ4=R3RF z)b$l|4`!|c6^gx}LNOa!$BLa;aZ!8aMZ@--)p4?*GSNXH7F^y$J>DD?e^WcIAW`xl zNDNfcOF=^sRJeI%eUZxkqNV(i+wp-4*rJ8%R-8e3JHG25Y-5ry^ zo|+yEp3BL`_7WqDg-=?1ea7N&P_mIvsw&+ADG6A!Osa!3d%ug>fa^VQUlS zI=ID7xW%h4fV0)B(DO)H;{HGJA6gAFrpTn5&p4dmcdUnbj_k$hw#zDPpB%I>(UNpi zY?-+oH;q8uyKNK{I?Cqnr}82W=zSu z+2gplt-Xb1&6YgRQqJr+uuuL=YQJ`i=dp!> zR(Zy3y_YI)L%h{vB=jBRx)ZgDcl&MU?(8irOP+H$!O!Y?ZUgtfp3{e;lGGApw3cR@ zCkJTW-Oam9%ICGQqvqnudWRJuYwn3(3-wxm$ZW=3!xdBf?w73l$W|U|yzb7lAAg@X zS_XJM&p);x$f`lw$8^TE^rj#;mj4X_D`yCQQ4suCn{W3x#9 zlMt`(AJU&qpK{6dPQpDNs8!0{Agg#DgREL!*nCs6+3Tg1-*c(33NOpYUXse+7szNV z<+cPl?*!a=lRC8jQzQ-5%mo9DB05++_o?FZ-d%oK}|agYBtN%?z%jMP+~#SwlVeHJ*FwvzyPbPQIYAcuw}SlrvKvt`qsSX}M7Tt11J&UZYc%iC`IU zpdZv&K1V(5obZ&-D&AkY!CGGLWGi85MXn}Xmr1;K5a_DcNN z0+2+pEL-uVooqWa-%Ty7j5;xMO5nN4f#*1zy(FK;7=wet3mg=3&yjHg3k$SKj%DEIce#y zRzr})S7-np)t6h}bNaKy_S-cEd{aUG3ea3UCmZZ9M@^W&mWa=kJ~P*_qD=3&Wly2s zu_?D1_*0Yb82IdPn$gRSW?TBwO~L1k!Pco&T57pU1auiJm;z22o9`6Fa#!EfzLWkn zK}KR~Z;_vbftPVU8`zZzAw@l2M^@}m{8g5?_q^?)1%Z=p_CmsuRle@bjz9nQ3ak=& z7_c%$qm@TXb*4Ei>w7+*x%4y7OPkYA{w5iegOj}E%Q*3Ud|Z6@#I@sfNSV{Dxa za?IwP%Q|J2dI+MUH(Ma7=d}sm48IbfF6UHWuR(bolwTHu^2@BWJ6w$gPyhZu@YVKMW00GrIu9s^ zo(*ZvtX0!^I_2}BQOGt z1Xn0a!ItRQy3S9sO(;HTf_aXXTHEKI<<7K6%6ur8<*kN*J& z{_1n4n~m8(CCu#Xh=SQhhn|YQ+gyh=Z;FSVd)(Ub_RubH`2bEGb2jf>=5y}c$FNq9Jt8LS!Z~Z{qi28cb@~f?0@u>#9?Na)}@~-?4Oh+ z#x6}cw@>=5_rmqog$H?c4v3E%qUm^&J*CI3N5VO?%7Z#CtjK({_XUC&UlGt zcg^JeVz$>44b(a4lhBj#ys1)i%Ir3j$;nr3ij8=$;VNO_^%9)C z68x;f^*%gNIQCTY_})bM9_FQNi{}cnO}TVt_CZM0O_f(Njs%MUi30j zpPMc7QCj}tsoX;y2P^`#B)t@yz2J?GDMgQd9(eSV;bYB&i@#e9E2bDd+L^|eyl%2# zYwjGK z;ZNCzZJLkSq;qTnPIZ8jNd-KaRM>5(kn{Hi>udgYH=!(f-C<&m?G ze2??eo+?m*umWBntbESA`g!5+XKxSH{p9#^NWx~i(JRZu4>6}!JkQayd0UqnqnRDk z{c(YeM(P!?OKssUwUv*sm0vKAe^c0g1GcG``hS`n1DE7a68m<~*l(2QahfN#t6;^H z!1JK$<}19q`C60kwWguUPU35fF}P@T*IYbr^UfQlc88v7J~m1`v@poc7L;|a6vML4 zmCub=KQq4i>A+=-aK{%|PDIaSZD(s{_Lfi*xYAh+< zJKyWzbGe77a(n!LR0Zg1nM!?}1FC~yt)!JtG^Tb0DIfW)9}%v3@(wR3d#lcze9ly? zCP3rir(KWs^0YWFowQKIXvLHim?lm2dHp)``UTFrE6>Y*mS+IUaLV&G?`#vwSEx&k z@!T%?E;d~TTOx_H>EHkD?V&2(MuQboHhzjZUn+6N^SKoFIve$vxMx2e{!ft6!jiTk zZThEghlEGPy5l!{3&CxQ?M>ENLVEnlW-Oqvw*iIy5qQ`i`8@IHXTe85GjwdPpShb* z25MK>q!;rtTY62@sB4a0BR_?CX-@?xS#`jZRp)c%?&r!!K3|NeS_dwU9hdf0oO?El zOYfCROq}sLVKrRNdz%KzWNtR4f{q3$qy7@6nPy_X8Pc)~n-g)O5rOTiOsvtP=euO06%CM}WM?a4|`pNOJ#^{k{ zqJyUGxxAiYP{?aN(X%`Bbm;@*%N*=pz98poEQL2Gv@E?;7lp(GZUGhjC+|oyFAtgp z?iScQcy{GYs{ZyLB8}{iFRVzBXyuWDw?aUE6V85KC_D#TigTa;YO&k!9H^kvo_OB& z(9@S<^3#8Tq8X#Qo*!Y|fBSg8__fee6(K9+Kz*bcuTy+>`c|wqeAs4mbn(sRK6Wq3 zx1a{yMR|yug#G%iLz1ul#K`lXS z8Xs@{_4d#%cTG^yId#%wnPV2}$)BterYYSq(AhEF;324;0jjibK`L$GDMhz_9=Y|C zcz3`LCJlf8m@u*iS~cK*2F%^0}!(aeaz0a+kUyPh~ux3~IB%>!-@Ftg>4_&w#x( zZSAjC!w)-`&%8V1wE;+*c+5?w9X4x!+$lZO7_|A~IZkFTcpqkpS6@)4hN-jl|E8~f zL9=!mv-vIkVgWAqZ6>Xa=L~$td-1}N0ocn_JdNE^1Roe{$|fkzhh5UKCrE6 zk#75G))?ewGrt!jdm48?|9E{LNLTX1ooQvq9x> zfBa48c5A8s`Ce$DlRRg#Vdb8q`J31GXlM7iZ)Sh$ps73$lsq26lgFc7S*_%PT=~_6StwE5plt^?B!Y<{dBF40596miNctS*CYK ztmMOc{b|})ia~`OMg=qT>gOGAUxFGVD#htMbsr?Z#u%$7KkEtqapQE{bk;CVP%Hcq zxQPq3?4SnNvhxDx(E`Y5nz8py z=FzjKINIG*4{M}c&^WnA64HDR^s|nSuT zw)p2|iFVekCJ}%%nui_w?v>0%y>Qv+(!WAw48OFHa900sGi;7ss7jj zQac(U*MX;QRqoMGfp-7DTI@auZu7)=yin1v-gR{ER=FOuHqV*Kfj`r>eCFrq?Rxv? zkQKXT^G;(msZ{VN)J(A*s#Es8`6(9eX)ht(Ta~sWu&2{a@(i>iBQaHGv5?f%$8RUx zZY}L~QghQxhL@^tH#}w(Rz^IYb&dTo=6Hz5bI?%e<)5vkQ!l-|1Mghu3CHv%#>~ts zXzVXqFvagVXfV$TGMLA*w5Q}Bp8f1ir;h47=@6Yb3)8M-48MD z#})=z%>|7?zPtk&44q_MQ{@?xv&EVtA480qN;*W}y*wdQcTFkEwQa`-2n4Oj;S?}MlE@;~c6OOT(f|C)Knvp?JhC5-BA25h?^qjJXTf9@pfSI0iI zln15X3O@;xQ?TBF!Ku#Yoku_KSbMT8F?R8nX}Ud*;QrTS!^d3NOJAIhOL+JkG_nqA zS-F7*slXxVX8G1;W0~CUk04DwW$R|%P2fAWAaF@(zi|%JksTZFJo+pzUt$x0Ssl%b zu=c-jZgLzrbn|Z}fpdyvdc_{m+M9=s4qTNuv@p=kN}We4bqTbQDe-j4=OdRY@2msm zOUF|l&u87_eP%FYvZ3nX&FL?ry}2zX8l9>Hjcj5Yu}zs$d=}jQ0}T$DT{k%RO{zzG zyXL#<-=JPJXlxiXOaiH#;Ul&uHJ-N|Y@QN$4%T})YCk>v*i)n99iKo=d>pzw#oj~5 zc_E{JZ9Uh&b4))TeJogW@f`KVb3iRB#3)(WsmipcHjb9(-7K%4nQK^}wG=$q)uVkU z)hGU2&?B}6{$q`SH#wfSFfKNMkCdw(U*XczwOkrhWK23U7c}Vt=@l#&6fY6V^I%>l zs3xN|m1pS$$EEP`buY_@Hk%9N)=$d=wE`l_5Pi+eR_W`K)7uvwxM>OM6CgWLcuEo2 zg>kxfK{Zhzc-RUwfIK@}uR_apN0E2o)O(?Z_oexqQwz`*~sd6>!5X`6{S+zaY@fI=#4;^}3hfx;t*4 zcBXInoP*MBoHtd=&su-Y-1Lm+M>C$cG&WC>gY}4)N={X}^Lu&n9iN{EEdo|aU>o;f zee_d&&1%rt26#pe)Z2`6-%~ob;PCFs!eq^33xiGua7l)E89_^_1yh92b9X;yeN;Jd zp&U3dt-qCEA{2;~)JcJDz zGg-#C{t=$c=0KgR&mG~t zoYSvc+T8(FD_FhOUw;x*l!C?zVFN9_tY*v8V&;8rS^nJ3Mjte?02K{arplL+UXG@BGe}u3do4V(L+^-&HEaPMRI`jAi&a+GI zjpuoGPQqg9CGcEv+NS%K)i<@@7=8jxB7jnIpqn*xWHQjtT0X+MzgjC-{F*7aI#>*< zFD4s)=H+Ipz8T!4ejGI4hA~~iuQT^}tJCe)zn|(4iXU4L2rdmk?Uhqq(m4Wp`k9TX z99SFq%-+undvAfKVkVx057NAzW-wRy-CuKq!@sOSJx(joFb1rK(RjM#bK}y_jF)~U ztg%+-kwcVNyeSh69)2>K%x|YWmmgFuX~C-{geHeiMjEQc-#`g#;yKgeOFM;Z0{>0j zw>`1beKV->p*$B<@?V1Yr7!(FaH+E9(T}pkyC8Fg+0LJP3K?BE^X{SYoedM%V+8r8 zf(Bwh!!+>m)4BX><{pRiHYK^wgC-IBgFxkoZ)=F=rE|+mkAgH8l#h{6B8^NU$PM;P!zZ29iKp#R~KDU3(-2Mya+(Ere$Pnt{xtn($0BVk8TZmlght=^(v?V0vi5slZ1}_ak^Q82ZmcJ z?4({p=ILy%L;7Vk`&uQYDE*$hTxkBsuL~Z7MqEH~4Ie`N8f-^04AYRFkvmLLX6VYcoUnzILQg-=zF`^$nzPjSvGb#5PEBS|B^B(=}w^|1r!ro(I4hu$P9C|$pLZb7Kr!wVY9V2Me)z*BO< zJw=m#otX5C!?RZ9reu%Nq+Mxcpd1yHUaXrko#oI}8-b-gOYEdP=Nhb-GVuyztSEh{ zn)*tAot4L>Rkw4$mR({}oX#V�$NVrI@3j}0}m9~J&OXkn0L)Mb@;K;tZ|6&iTb zP)l&}BR(ro6UB*b-#hrc&h^{_tokjdg=?PH8t_fU==UzN+qlTiF>rp$!Ma2qxg|Y| zpsj|fP3q5EPM_{zZ3InUTmemAxW>X}%Ux@eTx**a*`18~cSypPcU9ryHNU*UJ=t~>VheVjQRR7@W$Dgn*d z!d4sv`B~17u$;eOjz6fS2OYDwOfU9LkuEtj^>)kkzY^#(?4bF4^{{h~U;TS~Xjl4k zkUm(q{NcnK>wC1fTgGjv4B(rBISSyfGxxY_A0#VTsq@U6EB!LYSUp+ohV!SX`*Oj>u2W8_1&>)jrJYm z!xjOjJix>DC6Kgeqit&avL@|iO;d^8>5#vNBrH5KVGB#1wwPN8y!)%I|BlVuA|MMi z&+ecJPa;7l1GNN~re%PpdY{irdk5~dO#;oBJP7=}zUOrIzJu)YSk?h#J~z&OZoK7l zq}hA%=AEF$9_+~hn%hp*9MG?6kv`t3k-FvcO_TzVW$BzUyUk^C_A=YJUu&hVaZ~4+ zq`j?aE3*SN z9xn)d0S!DHi&0PZ(wec9!+c-;^VYI+$C$yh{h$#(Xt{F=93F-9*F%T;!Q;)~^-V`& zJ>y@VmP-tL4JtW74Rkk2SOeY75*%r5&`2}!G6Gcy2I_NH^X$-;dw9=(M_NRi1GbSw zP(b=CZ{vPl_fGQkIZy=zs-$LTM}4g9Z_(bqX;F}y_55D&cn~x|&TJ0qzI;yn+PTN^ zFCcA{r8)u24z9rRnR0Js0R8Z^*<&~a{6@BgW`6Fu+3w%ZvD)9>!(umSMFpZ(4vd8 z;GrMY?UI|P&wch|&2#q07c@XMc`s-*4z$ui7?g1iUHZxNvS#8+aI^VfGjvsj>gx9# z(}Fv*JHh?!5>OI>txPdE<@uc3`}xP~J7XihC!YuPW+j_JOES)y-am0%&hyds+f4Vr zgGz*#pky}@+K*T;W%4=kY3IZ}o_G6PMd?)aD&ITlu){|GWA#JOpb99mz2K4UW%;ru z@uf{%<9$#lPCRG2SsJni>Da`Y`^vi)_v?3~1kpsG2bnf5cgwJI*oC^&3$gqH!-*Tih6tY0&C{e^Skuy)D^ zP@J1x_c*tdWBT-Hn_1YW*21rydwlE7+e4r>k>gTOLl(3^g-3Z?@wZLwlO8^-!8#`j z9f<@Dm4ZegLG^jrxo1)*FWYm3d--kn*H^dzOZk)fv8J_RA82B`qD&7oz|w3f8GNFx z>&;r#3ZKi(eC%$ZIm3)8$X(6wYv;lQ|5bQoOjspeB?d_N?Dj?R_a@udlH*sBfdYmlkt2OY%N#o+_{t0 z>UJO1WdP4bBbNt00jI!G4H`Ixjmv^kP|muEZ$jO66g8{&f`;Be{sOHvfwV-_m)`q- zX-g1j$P+aBHpOTLXhl({mn5jdNZfuR{Mgi(yg zf^u$0EJD1t7av;y8a{*$9wD?-n z=g=jSOwT*l_f-FX&~0vO0~(vH0u5tchYw?}01son{@Gf3e(9G}#o)zsFRT2X&&u22 zGh^TOQmKz$Vy=Hq2dz5&inQu<@jTE9(lyV;ul;>+`76kokO_L#Wg@GeYyUj9{553g zvkE@+xnN4*d3%Krt!tmTU)OzjS(VoVS``N#&k1-iP5ao?%Fb>>xhc#`OKj75w3fc! z30>ZkdgU`e$JDN`e-7>PLebS=-e#1y!}p`dU(f>F*Ps=yvF9NxT+e%{E}y3!bpF12 zr#yg(gx3HVX~11(E8)ua%c-Wz&rvZtiH z>v3HC1kw?+xu5Vj{MgjehPx}VBoIFvf1P>i9nVj8Ja1{-Tzu%j&7E@K+0an29n%~4 zZRflM9^VG_SiImp7B9<>HXAGC)<=S-;=J^2(n0-9&?t)`w~gQ5sr$B0`S2UmbO#m1 zz3@qio}ycoNpEc&t^Gj@5y6c|@ZgcJkLIN#?IQeX80D#&#?vjIkKC$kDx3G^P%)^P z1X==?@jPdp;I-BJjMk-8?6?IQw!_HIpaI?adv}4lBa7!krjtSQixxslJ*?$}YZ6|8 zQZII0Oj|*^_GWh<1kG{vl%0Dv>skf-NA1U_ey7{Vn53aE|7r^Iv-V#z_qePUbj8P9 zL&+(Zw9oTCTe7}V_k)Gfv8kNqbxUz+t5yPOTRLAX3p@%BUOUcsy+mkTkMG+&^#7~Z zB=Tsf!WIyiuGzuYSWv0SJZGLTmd;GYyhxk=-TQOJul;_Y%v19L-U$lV`{1B-?CGWh z#gd@K8yNHR#@){)A61%#p{zhkyP^4WYGJBJ!Ft1|4w{R>bMvp@;|Z@S)4tlgYXZ-* zFP;a9xhutH*E#%Ks#9Zjp4|{DiA&eLe(>@Ekcs;~!rH|W1&T}$+ZtWK>yI#|=FhyU zY^$2r3tdTcaPgGD^EYFXn{Hp13=e8*w+`Z)0$Q^cpozTlD?RMI@s-a$Vd>35ZnoD! z3-&-O+SV0z?tMA6P__5NoE%X97^hW!5`T^@|DJ0IDRQ2&?DjU)>;Dii0aPx6oIceE zEijyI&x7m%XO|#1+w|h8oi&e>e{Xv*SyF@DOY$qIWfgcHQoW=v?Fv56z52Q2tICO6 zf3+GefRA*9&-<{+@Zl$e-VI;o6f6iad<9x#gw~09l>A~F_iNdupzd+aEP?^|+FGlXcP@&U9$MKbKF}#H{F#GVgj#N2KD=HSx>(wQw$Aj|ad#$j2|;4H?n zBkt_yAJ3HR-tg}Eyo*S^gEOFf^7M065@<3AG@1=*H-T5iE}c^r7h&D+3Rz`l4M`cG zqN?!d1O49?LPAyE1e4OUNZzTt61A@Bl(7{XCD%H3JbNNBV?_9$L zQy>NX)VvQVY{#A&9a%kx|5#&CGuFO~eF@9bjdAA?r8$1Vj;z=Os+K?CWn zHg;_Vs{NogYJC$3tDFlTK5Sy z6`C$U3ux^eY~(=}fx2*@6`3h#wmh<80WB-DyYUk|H1-_al!gpPuq+0zD7JF|1rcbs z$_0(&+hqdF^xb<_zN$_IgW9xKbbBmI4T%Wz}-^%T}Uy0F& zJF_`(@#J&v)6PAf{AN4%Ye`oL126cJf37=UKAqYTqqZl_$08uhR;ACuqx_O@=bSY?bK@N6_sZ#hHeQl%YfPY>Jj6&dbPV?g^nZAHC-zD%KqbFa1<4iq?4e$>d0TFsK=e+9g;p%ecJA?ps6R&6z_^DDd0_4y%iT{?0r*u z=)CQrg@GpxxFk*B6L<+zgwLysomcO8F3fo*0o<1a50$GYPm`{DvvK-fJy2&D)K%nc zMw!H~NqSq;RAvVX-3bCFpuquf1O0h#yrbrmw%fe&4&GQ}dSjWLqxJlr(&w{w8neL{ zm~OeZz)LXCWBZP$AF#F+Ym(mD+?xVkcYAX)(rUniX*%nBPN(*6{Ej_cZ7h?MpSly& z#7w>{cIZJMXu+|iq;da`5Vmidrd!@q_yU@DS_0nZWd)yivYH=ZHD6(_KWN%UZb?t- z^D4+1{By#Z94ejsDqe=T#!qMGKqs$3le~5BBwwHV8l#?k>UX4h-MfjU&$ExsU3#Np z!4%A)mL%|CC}{Mh{Mds)&{73U$^xGIXuFt$nH{l+*-LW$dqF*Qi>Flvd{btDwo(Paw^A(#DVpNtvhqjBVbC}iXr}{c zxtq+rNl#1Q;!8}9&5yy=bd~mecHKnkLR1uJc7<(F9FS9SBkUp2R%tWuc@~Z zy!#DfHtxL6+~e9}pb>qeY2d-*Y2ZbKK?PSWt8cz(JO&!}C;|<0!FJ~voYH)5to_`0 z%IBM)wG{of$ycF$q*CRXlM5;(9yfD<#$_<~^dWRPF70t|%>pm=s648D?9JM{YhJO@g~51}g#+$hoEalE%7EPRrdEs#RP5%*||mZw@FdPCSDQ)Eb;R`ONtAGvk!c zH%~l+%{QEQma}ftgU6RR!t*rOEw2KNdgPg_2> zwti+k^i#?CD|d2$rt+NEkRf)k8kKblzd)vtvzb;R4JJPBn>dZQlI`tuBEq ziocrxE{xNPw2sbGw>rA{2RM;{^8{=mVGnrtwDQiJqTL(bIi89rMy$8lJ~Ksgn|f8> zb_47+jkwtP$A>n9mx_RvbVIl4ihfd2I`lO2*z6vRHI?a0!_?=k*O_U_~>IFSGeB(;l5_-1)A`bY<2^!0O(EmDEshJ z)#3DLK`i~+vVEJ%_BmO{d&aYYrz31UPC}ykJ-guzTkgQ)RiGwJs94VP7VXTQ{mr1| z>YzcBsh~y&cwinhetqgzWzC;E;HkP$qy-h%cWgbc{rHo?vD|Oq;s>Lbpq>4^P`csm zps~I4y3gUZO-+3|D|wp@Me@ zgX&Y5BjuKsSV6Yz`aLgMxAMTUpq|s-CqZh@pV8M`dU@wT*lcr<8`ApEdmE0z7sL87 zubG+@b29lDzunw(^Jm5ff!3$OJchIyHe7S=Iq-gXaOGLltbX3;-QW9DBbI{3PVua3 z?dLQ-2HUa4x?a*)kDqg1|5<#a!mFo%7CqW{ffkRdCodDt<65d;9qYAc-*F2QujR$Z z76e+sR<#C#e05>PjC1;Hez*EBF9xkfFo-*Ua>gXJ8{u7rhoc_cldzK0Sb7^Y2zvJ% zFLXEe;<=zf+MMU&*K9prratdE*gPe!EYAQm`>X$I>b^Irz179`676oF^|~M{!RvL; zYz{o>`Mh(<=kK120zH?#5*whWb+`n1mWe(dypKnv)6e~;oPDHAx2Z2*rrZ`t$GG6n>li+@(x2fxNro` ze?b#RYTND}$?!{D-YuH!UZ6e7D?s@Onl>h%6ZU>y*m?_;p}zz>frjK|qrrP?N*ni{ zlQcggX~vi&16rK}F4m!ye2|}&zs_8BkLM>nz%5n(rC(MRgAOq8{qV>3*QV<&*S~YL zyMgx7XTbN;CqVYne|!mQfcIXK-X?M8oCIh~Z_YZy$A`oYJx%T1z10@fPr$YX|D#C~ zcmyP_1hGPR$3eG4J=)uu_+vn0lh_uI9)ExHHmG;uW(gSr(RiM-&gq($;JPK2cGcfO zoeK|e=K?zO&a!k)$-D@w{^x=aT~_c_`&!Ct1k+;Tge<)zU)o>|L(WT;lUDv}HT-x_ z0iQYa=d+gWnDb|9;ZmOuQ!s{Go<**Fv*q&{@OUz4ZZ`nb)ddf8g>B+!OvqHt zZsBBiO9d6cJ@7rc;HB+`T5(}_p#$rn6^x(}azpMrvwwKSU$PSS;AnAPJSkDcC}Rq2 z1Li>u@Gf=ZC7*RBfA2mBUA4QU*i8Ih|G!f^Y|dAl1a%-WYId8=CG!;LrYp|{jr)h3 ziYQ$-bF$&HXP~7juxWSby4d-T!2_>W3{ZTJrhKrOG|>pccr@o#1)jGl_fVO*TwD zmb+BKe40suv%#fGGpwF#KU@Y{?tgFNQTR4Y)o;E1D*qLIH+Wz~KxNn}iU-H-3KzCBdsu6g#3B(tC+ zc+zI3a9poq#J;;9CK*1&wht4u6Y6i}?hW@=ihxHop$&=3gP@I=m68h-K^t8#1~ov- z5Z0;P2AvdpQR8kW1vw0o|xo_|0! zxSfM_Jo!fsY&?11Jn7fqgADv2gAB7adP%#3q)I1T( zCQMQBOL^kgLcyz*LF-gNb3N&o&Ph&R*7I6`!=fShWC53C349>r!4%>1>|*DWE$->9 zc|AoCyh@Tk*v%%rc;j0Ej_LpH&)qXP8JOn1ZEm2XfWU!xJ4VgE&_fdU{;+=xxV1E@ z`uDNJQ*-Y=m)pIMW#J*=g-aDy?7pba`LW00&6I@m%xu=GH$EF}=00;!^19~HdD|!2 ze&3((`+vjly%+(&U(o-NCXK_wC|(?(KT#g6Y3mpClV^XdVP>`+(49pRZj1 zZhyA_e}h|^2j@?pX_>SkxXHf%+f?CmB7Hj+uKLr@ah~IdA19M-!iL}`2Yut+2V~|H z&JALzlIAR_uRrmHfAL(QG?+$*{%@sqa}S^2m+^2KW4Lgi#fm8k7fzqK-*M23lWFf6 znK^}1!8*T)u~cbud@=egFvBuwLr{}L|F^5pcy<{-2s&l4U-i*~pe6@?2^(*ao;OUz z1;;|Y1YhK;T=;wD^-Fm-ZB>phM#k_40PZi>+I*_oG zr8zFGtkKfqvDQ+FFJ?wB;vV??-|)S@Y{is>3#ZS>7)EFwT;TrumGqoe@q(3^g)@6Q zn!Px=Y!fyFH90|ixN+($k=A>zTzgqt?{RKE&&;M3n)a-t(QE2V(>vEMJpMDS!Mn75 zm+_;TrB;p$*?B@%ovGnIqi4XL9ZL&nrjc;?qz=W=g{-(j5TdCAzl}rGd52Z`cgR)s(I1*-5&GH7o4|toIic0`;iCF z=PfvY`izvJ<>R757dIR?ImB!#X3fKWQWYYv!hhVm#VCG|+hWa>2j`gCv{iRNQ+c@N(YfUlt=}J*Ti#@? zZ`|K;aB@hYb@zt3rb)Bzu!KK9v32FgP2VL8BQy`rW#}o-%&2AgIZjUjk(7X=sdyl;3lGw}-j>9_Kro zgb&UB1<#+p)d6LxRqlVTT0EGw?$t-``47%nADlaV=6=EEsX})uXMz*Yj?a2U&t-Rf z_L~99RD#X&HAmm-94fokk-6)EW;kQ{zrdfO1@l44?oQ>*pVFXoHFx^VX5(!^k%iAK zi=O{m-tkiYn3kwP!89%7%?EUtHoN)EF0g(0V(r$m9E*$}EC`GYc%J$!|A@olQxLZ< z&RQB+dO_p=?pI&e6?rKT-Sta1@RY!JDJ}7+19@QJ*!NZR{+?` zgrzK{acO+#c6e#NvT=W9(`+=(>zx$ib`Iq>;{lor_gPW%qyx+5D zJ=mMR$I^{iVlH3(_q{p&Na9kKaybJ~BAPxkHUaF$>@2Pi2Ic4LL5KEyhLk-8&oAz?`VsKI zYe(9e5AKf}4ts%8*M=Zang*AVQ-khQ_T8yuE1%a|`JAyCto2iwSYzbj+N;cZY$AKN z>#>3?6T1V>t5ExrwXbTw+tYt%XT8APFZ{{rDL)=Wu&79K)ZFK+lP^}dhOB4>)id1f|g z)f3PX;JSwEyzdij-aF3w-q_LR1}Zep2sVRCm@Vtqx$BA+Jl|T$`uV*QpO)&0&kYB? zKnfr}^qTm*R^@#4gy*$^VgJPqBUU~tOG|{59YLXw-y1SsH%n%X|FP(;<5HGNQ0zO- zgU9}-J^fF1#`~22YQG3gry#8d);!!dOKy1yTTJo1WgmjPCOqE@a;!GovEiCv$9}gz z}84-zVmN ze{ilERIIcg0Q(SBR_$B;;dk7FBd?#Rd)YhlX{qi2d-2_#GY~JnDti8Re&5tr|5skV zHihd=Wy`~>A(B-s0^e5cS?bz&?Z;o%{j%+cSN(1FpLgnmIs4sG?S>68O|H;t>#3C1 z${1(SsoXYIEeAEd8|1i5+6AU~H(V1qrEK?4Stjh5^@f&*`Fy)H!&w}6vK?Fw4W6Q_ zQ9EBPh=~*QQ)EkD$8o4=>UIa2wQ-d0V5l z-&zs<;I=Z)Zc&E=AXivDRpd#sw*-mHc`;7Htf#FmL%FXU=|iDmW+`piX>xDr#p@ zh+e=4!8Y}EMqfA-b;2d1L^606PH7SjKhXQ*hQLGJJeXy|@sI|`uB+L1UoFmS?Cv*s z6DC=uaY4ojWLaB4JnP-AwyEqo;gvsTH@`b2>JXvlcna#TBHpN-Z7X6HJXPj7E$UEl zG_)-(wY+=NQqy}uQwzSn=E!-qAoeLDu$}3wV#{*9 zqvzcN%_Br>5HEnhw?P5 z;u@|Ac$uzyC11#_H(zbf(X)=_cZ0tC(RcxM<#k=(^ZgU&egD5KxFd1uG7vkDoZ#pYU9nXZO+@VCR*AoR{Uc=cCf2 zwg*vh8$T~jdalf|TlEIqb!X4@Pn`R`s*ua@O<3e~`zg9-PfZhJjdEVWE$1Q0w|eb{ zn6A0viQD#|P&zn85ZR(8(`rVJ8Q1IvbBBF+1?eVa@ah&mrw4pS`=hK7F>AxOV#YPl3>^Be)2< z=56rhq ztL~^`1;xe!(-tAS#hP`^7CS#k<_p|Xz41%nP}$U6sNc4FZ~AI4vF-HjUjm2AIJd<$ zJ`*@p#<|VzUhM4yi_8>fywX|`&f>I}B~jifV*REK;xoVvmMYIf|JV;#RVKH4skoAZ~y?dzv=c1N^U zOn>l3G=op^&pi!`-vU-%1k} zSnt2_TqNnkLk$Oh)>+OR=i->Q9NR6ewI-ZpnN{*$rwi9ths~*Faon4A@Fp~AS7n~t z*EeTxz1&%mqzL_^H{Av1?1dB!zuxSZtUsFk-g>{xJ!6)Qv0a<`6>_F8cmqkIF}qDt zjgiFqvdKa7@vKM==XUN$l_3kc*e09H{X!sYtWKfmc+d*nb4yB)l$#jR+GM&di>@% z%zu27YrRJFtf`O;xccF-UF!vMZrwSMGl%0ymF6Y8rVVjTTcDNJ*Go%kWj(9yeJi*O z*GyM>tIV+RL<7af*9|MWoHQja+t;qRH{v$LyLm#5Qe&xN_s$ER*E>F30w(9?wz%({vUmT38BRQ}L(5+9vx1`j)U;~?S+5S-PyMCMa@pd?SJQc* zNSp$W#8kLbHGiuGeXE=KP4mcxxQSoesx(j8HGOykN^d@)?NLfh!LO_@2q|)W4Z^N5 zv>&9gYm@i_%a#psU7PwB^!S^1x3g~6f;9c6dJBH*Re@L#Wwofpp7E<|XPfvS2`@}W#gxAVErgY9Y zP>brLaPK~+yqt&WIgr-Tv`4R`4_<}l_q@z?`#NLx{$H5FW%y>=qgTotyO-{$VvKTL zA<1-Gw7~h$>B_{tRqS_5y$!$iCcJ`V_MGjL(q09py!zXEOeE>TT8<`dJy_iR`1?@U z{&Avd-QAVTjbLq-a3LGGGoQT-e)3Yd;ulBr{6-}XzZgi91>Cag&8}=sxcuXJu-#N} z(`x#nm--#syf1u7efFRyd-}4M!AoBLJ$_Imsp3^o+BNPAGENn*f=p^zo-(R?v>ZP5 z@7Cv)JoUvFVt0yo&S&w2M)|3wp1(vqtNw2^Y?YYiJ@Lz-X=$ucQ|_+)IPI2{_@}M| zpC9q;)8%r$EmLw`@90JKgBPIzQILCv!?nRkxcCFo8n-}&Q?0FT$vzOuQsdu2}gogX{FBdmFc-I6D zmGY-SJhehR@IXm>5uCE&?Mf)N()#r!pgRTTEjcrrXGEqxOIcYdQezm)Ai!7 ztwC_d!{dvRUMO?y*Vk$T6)af~Bz5Bz%}XjC1+mlyvDC68Zf9|XhR3d@oWDdkf3Y;# z9oi7xwE&!uqq`RLFW7hJ{@TNdU*k@}TBu1cCMUdrM0m_j6X*F#&hO{<8@Ec-X}Oun zoLVYT#TW%@dv7}=87mkb{$a(}8O=qSU3N_yVwx5~lJdrVz|@|T&>m%6I=B1sCnlsI-T zJ+n|8lDI5)Y}b(qyMDODF%jGWTB`9YEZ_^Y8i|>;C|}w2e$%3U1DirntbRDMR0C8l zXdHBTx4z=d)cxKsR_-}|))8xvd}piXGSr!F)Co!rP)E-F7;N~!t^Vf!kb957P4~8a zqOctBHf*`%FFm6#x)Q%Qn)6%*B9O`x*8a2H?N@)zhnBEYw3`;h%vC@nOvn4KP5YP~ z!A0x^cY!%OAkCGa4SX?2djFkzvl8AXVZE5gSp|-PyO+Myh`-FR z-VLChVen7Zg#At%8dW3bow{Jges`<)$Io+NZTOhoCieGT>-I6*%O~Dgx5)s}et5tB zkmi?%8>H%Uzrp%y^Fe(zQ1`IecwNk_`R|qN->WD1DYiWg`cuR5aHaRh&rDm|0XI=A9RShA5IlUrz%&w0yyHWuEmrrh@4@W}9p7EzbE9D=5O@AC{E{Ndu6BU8>DCfUtfpvUOE&cgZ@6+dh)23@4 z*$|VO_%8sF?Yckb9!lIQI&Y_l{e8_kP>N`p56$LJFa4ePYtN5vxio7_VSLE zJSO2LYit%g4`QiZ&hd-mP!VSnG^ziNKJ$wH7iSy|nJ`1+p4f?Z(;jCiIT~OpbRkSE{J$&j%Y#_AqsIud(g8FQ#_vO!) zm##~G0fok?3(lZENs(riUDK}zeK!gs4sw|v0u3)s^}hI7+~u_Di=Rft1;-$oKK~29 z3l8~sF>@@eVg@&`?E@=H=(g9Qr#&?DavTL|lJs zj_@kSfvnc90%eP)dC>R*<(s}QrEIqHi8pjpf7P%gZWply=`mfrfBtjrCv5elA7I(L z%#OPZ>akMq&7UndU9WrDt9eB0#WbVpxCYR03aCx$xTWUkVW!D{U@3p@`KGy0%bs3( zQ`7fm&wk}ZE<>BbsilZf06zPdHAnyR?Qm=P@O}fh#G7-zX%0l&#=EafE$_P**)`AU zH+V6P!4}ljdNGY*t>TpGJ@JMzVc&vpLE38Il4NfJw2vLL)5Q9|d)YpAYx%^8b({3+ zH7=}i=w@2`@jznY#PvV!GtMv4g$!j)Q+lr7QRY42GpJeedYanv-vuAVCwvxUGu{c# zWOKw9fXB^jvpNdiT;=HVuILAiFDH5dF@c&T;E|h; zzq1SfPArJvtlumK&1Q4ovsyz-^HWQ2{AmsuAxHy5{m)Bv znXq=_o#4Sl?deI+^*g3{ZveYedwSaQ-zVa}gN8=V$8^mFRf-oDy~*p{e&yQ1mD&u_ z6%D6@C2u`ju)9pNYM(f)w9B5p?D=nx^S|Y@mkS&&)4cq=6*@Zd`1^IXw17q#m^Et9TioNh4&{s9%>p~R&>e#U)(jgCam zn*Uze{(kfPeuFpD9)U(_mj0+@jB?gs&EDsF=f!mOYAsNR|dmo-O8}&m zFu#9+UB#Isi#7N3)BeH|@&Zs1?sx$@+_peo$e3ZA#K|%U#yGmS||@{NrFcWZY`DkrD$~H-^_Et9f`ZA{QL}RV9eVk;wm)de+kFST-z!M2Saw7R7@UwEi*&&gnibp|^G7?%{PElx_FW#?kOAplZXf|FKJ8QAL zvitkzeg2AV%k@%)5IqR(h10sJlklU~z4}#jTb$VJ|aShJ|4uPBTi&XOtC4T); z!3>QAjbGf0o(hT7g2rc0E!F&G81zM1;}^$au;LGkyl1-T=VbP758;3DLV3eWt(@sf zFWp@)fyO2#z+xeG))IMTPy41NpaIZL$9!25cZ+y}s*j~&q2U(axZeL4y!RN~vz=5Y zq5|(7sl7bzap^brP0b@8y5c5&VKUL)9S!Pv%=z$8^5KSEE#k3VOXNj8K|{2Tm!RFZ zqRdHkJt}*}ZGt-<&h(!6MX)7Z&-D_hKdd>UM7U7d?yEbr46^tYSO9ZiG&u0>n-+sx zy_*p^XXn}r#jb~&rY6GLOo3k(!xD+l&LUOKU-CSspNiIY{1l$f1g>)8^;n~vU;Ghz z;UDvHLsdl|IP42|I-QvQTHfUpbY%AFB$2=TZ1p$)8I^Gv)<5G?)R}J39S0uz|MO4C zXIE$YRnvdRT|s5hyHlzXzv=~a!*5;yjqru*oxJcrAwn1Sdf49w`@<_sgRk5gctuEx5T76>x0%p>{N07-<-H}&q98~KM^9+b_PP*X}k;h z<~zvnuU`8hIndw>-!ARxxU}hnN6thVCO`ebWKTteu8zwhNUCIU{?EVYsg`sVXtBpB zRY`Eb@YZ%D?rcfTLyWGUjx($|dN?c5X*#55E5!2GzGK>IofoXn9`tBWS9wuypfg?k zi(=bTAr|mh;!`1(T8^(jUVN#D_+erL4G|7-h(tm|#1kAM`Y)W%obTdL)S15FRPUyx zt~W19<*z(x@La8~{ic2Q&y_s6#TR0CgPr*n>daeUXWo9wTifyQy6Z#Dji6bZgBP?f zNIB*5bC(=Fyz1}Ko6z0>XV*V@m(!tPUqFjsrg{f`v6q;3TKkv4;o#{DUVz4Db*3+P z;k+V0aqWkS2j^KEd3J|}AsXibuc9J4Rpi35{x0Ew z1kF+jaCYT^W>?8yRz_b;CBWIWEv^AJn{t>d_Tzr%$N4+M{>hqw26+U(Yz4J@!OLd0 zn>fb1H|=9{lus)1ilv(k%fP`w%pT0u~h*|e{ZrIr^oni12rpkHCnlOPsI>--O> zbzWZyZ;#gPgSUNOPkZ+K^@;Pp@4GD%IP9%=^gQ>4HE;3)7ns)7+uk`V&#%3`;^fj7 zKchh1yQiQjDe(L;sPFgM9Z-QtzE`>`VMU9xGmuN!+!gR8-)Jl=|XakhRovji@%69};gZj4Sce@l`gefC;J zHG8ish}c_Sa1WaNHJkPcBFFV?j|;!u@A-i8>9rl4ihn|M@-qXsZ8;X5mGx(rM58bJ z>kHb@QJM?pO$#Ay^uo87cxr_ubM|jL4IbXP02%?QcooD`%kq`eHr!&3U30epwDr3X z)Q&m`Yey~2S8{$|e{HT4kIQrhTPKdwsyaoBLG9QnReOG`GtEBeKdVLyVxQ|pb9in1 z_L4}gux3@g{tM9Hp-|YOaCouz`7xip_~WTB5~pp3j=9LxDqFxuc+OrlpLjU$0BD3~ zwa!`jQ;5++kvY2-S$9!;vKI(XDspl`XNndz9esLV;cLP;CumpB7G~8s( zHT#2a5u;EX$fHocPhR{zyCAsZ;Y#nB&d?6AJ80~;{C~^gSAV-yVa*$hUv98^Yg>$G z@fXdaFT57NIGT$%FDSPhaN_`XiB)4nOrNmrpLPY@a?9H#>Ud$T3e0!cbCH{` z4g|MmHK488;4hj%UpPfTW9U;n!Fd2QH23hgbfWK-iin-ZxvP#|P(OOXU0|9wax2k) z;zIv~7oah8pGDxY(U`7<{P*v7tiIE7_|%Wbi=b%)ee`yRk2Rujg{>3_{oVR)zte`5 zf6lM*PlZeeOZ-xifTpeMdS@>zzmNbLDb4{m()ko^N;TW;?!<<(8Yx9>*!Swf#dd`& z-i2QTTfPd(K+D(F*Pp&%4_kNQg1P~Cs50#$r0m+Zr7hsH+8j6e#!Q*$A8)N#7J^1E z6?DMEqM+hDXJ-_6WYqt`3uT^Hs-Ov;Do*HflB)eTPKBRX%46gtapTznNTnkRv+?z{ z>PDr&xAlAHI`MEX>8JoTxb6P1fCf}I)FoJ~S=TPP9NeEU^$`5{u=>yEU$wO_c5jqy z&wBG`v;6-2xT_&MSN~om|9h2e^#8j#`zxNotv#xn|^^F_bwD)QUI^Vv0 zBiZQM+3a(VZaiDqD!+K2ZQS>rcKf5}#BZ4ubGU2k?&GVcoJ+QwGylcUKR^8cy`0J3 zqc-=y#Mg*^&AIm%-(SZZ<9sRFc~T~aNBQJrXOCYCUgiYnaCnAqfBM;=APgG!>ru-X};ROZxwg9s^8_$jSk)UGV4Xh(benT zzA~8;AG!Le&JpWC{&C>Vt4Sz35zP;|tIwje)9_jpE#dQgD>T6cYzP2*2Q@KAczx~P;=lSQY z=1$kNEj#k)>rcUJ-%BrF*W^FU!Mm|U>eElh$>+T1{rYq0=eOWx+8%Y<9%ihJ{kcUy zVy`cW5SVnXTvYfwJWfH2h+^ErSI!wYcE0cHHxMDSfg+_omJ9K z`^1OUO+ERnlD>`(oM3(Jz8|foF5&hKpFOXgVgKnp%+FONzclmI?7psddgXH^ z1!;81R&G?_(-%GRaA{LTjLwPKyWYO~-t;4T=gDUg0+Z}=xYPxv>6ygl{`w`})HI_p z)MD|3UXZO#0`32<_wI?A@N09^mHDDe{)IZ;YspG)S@r*s?M<0|M@m9gY${n69hb3d zSD<=~@yT~q5zl&ib9Z0b-4w9!mg#)aB|q0FoK0uVtP7oBKL3{F{8#6%PCmO);mUHj zw(UQHH{UINe*gO9K8U{AS?+Oq9>3NoyxiQhBwqB%*`;O2mi}V&H9Ouf@yj{EJyy$G zeAYTMU(tKrSq*~IrzSGrU-xC5{FNnTZ`1!~*uQrF9ch0n{_Eqji_4BJE_)DY{VFgL z95`>-zpf~|a&UUg?$;^mR5eUHQ{^@+^B}5cR5Xqhh|Asr2Mm zQ=g<1TeNQY;&}PyvI4Hemsywh9h})-c71RD1z04)G=cQWiF1ES3));bsg8g0*^eSl zzFOYtyPmc#TP3cy}o9@ZLImqb+CupZQEV9r}IkAloYm!vsQYX z4Oy}YmNK_H+OP58wM$$95>3+zdV8Y#ugCna%C*<}zpSp?Q+XvP-=3jAtEggE<+9=+ zQqv z0%zTHe{oh!KKs$dp;e>$txx>!3)k1Z+gfT+ctODT^>mfWOLz0btIC(G6g-=k_HxFp zRr$xR|6FzY?1h7k<{z%;^0t8uZM2Mao6TN zZ_xXmYyZu;+I+joe#?tFb5@kMPd@uGYw|hWvq!SenZ#!7y0wLK+Es%C5Aq9ZFE!?e zS6vra}vtYOj{97yqSyYxnW<*~dQLt}rdB zt^H?T*Y<>Q@ygZL_dKr42%7r4aL4R<^X@OnFbgti7C9TzwdqS@a1O`RMLMy$vzorP z@*42{C~dL2=rcECnV*UENy{z1SC{U3dD}{LPvgOdx$EloY0hCc3f~$pS@pf*>XNb( z&UX7Zm*1_t@KGk|XPwP@%X55vFaIcg{&)Tn*C#dC%@@1li-0GjIWK+TwN5rsmp&hnw4Y|z=J^3$Np%M4| zJMW%HCcEXU1z?@J>)&n7HK@KIaP~#`qk3@KxGtdO`uo@Bwkz_cOa5(8G>}-Sm>;yoyz1ip z&E_{{q@AujZQfV5Y&|%lSAW#H`c7(Jg5Ap-+q8MLKiJRuSE~H~aqX$?><><_IsJFj zmUi}c`__HS&)aN1?ZW*JhBsySjSVO8|GG7EU)jQ!S(o)HZtcBW`uH`Zj(%qlygk!h zPWD-d#hH~QGbWeKxG$2LFS2z0Co_=7xvx%My1A@k#>zz{i;vB}_;#J~y$dHmMd01U zWnGv0Y^=`YJ~Y_A^zfam_Mg51-`oPeDQHw%B~M<;Kl@Rt{M?NvFI`=>^5ASY9)n-{ zA^uh$-g>?7GrBst?7_vrcUo%I8zTK68kEeckMkIW zEnvTKV7vBS>r)|yw;J8uEyeqa^kko|k$r0Jdqdjy#q^B%IeqRkvkuM6ast<4vt~We zkoJ|RF$ng(AuRX<6g81T0qwwc2Bd4cRR^Tg}YiO<88=jZgb&-6=9dFiu# z&xMlG#eB~cZpLo^xA+CP(7l_u?9e$-z$8C3=wEu+#;d)u;&NW|$6(ux?TtTH{?GWe zL37ULNN@_uzUo*%gV*4PbmP1dP#Tg+o%XMk`Tt}65Bt3jykoRE!?(lsO#ZhVgKua4 zSNobBKkSn(!gr+MEI7-Xgs!;HYrs=5^DNuG*q3(`m%YpRP{qw>%wERu!NB^#H;et2 z8xC3+>{q*;QfzasBuT+LefFcmWqfD)tRf~{cxUzahyyr(@R^h*ls&oF`0M~5gWL-@ zn+y43IR;{9{u^1|l(Cx^`D=rwTt?Qxh+Vg~@P=h?+`Z0y2Ul|P?R8(?IRta3xy#9B z@V#Mp(CGK5vF>w1v!U0%pOepibO`1@c4=l_<-(V*+~$5b`LOKz-1)(O!HvRq4#E6p zTb44PZIorOxv;ik!F`__2|hFaFD=+)Id9iWPU#h#$&f~9MMpDZ8)MzQBv2jy&LUXY ztYqoqGazl}=2pzPA9EuiX2yTZ^i7uk94|*tU{{)x25GI`zIb2a_tUbwKSB-Wm4F(D zvKd;3+3XMV@|l3b#^JYSZ8`fd-*#TN_MhFCPd@v>?whZg_R{Avs8$M<{^K~iy7%ME zYj1LM!>h{YtmKpab*T^>IM3s3&gDDhZ1{eyNx<0BXPJD*wyGN<{}-$jNPd}hIqyTc zWX;al?JsO^f;t1%7eYFConJZ>C$KZ{e^HQoVXkU+qdLX0ledKLw!`xc8{ut>+=8>Y zWpnpjgtQXN7pxSL{$pZnaY5z=;{j&dEcU9J$w`anZeb0|SrU|^^6Hi2<(bR4eZ$RH zvGH$VjM8tM_XXtA;yIDOuJhVhoMTO3XXx9^p4b0*wy1Qk=;!|8xjB8uXGR%<+7^#} z*3R(!op5Zz-O~5sx2nPI(((l>#iYHX)-ZtLQEcmtAIpxqY0q%z?hWbQ2(IQU7OWK8 zytqxBzh-A_`Hp>dpbF8vnB9HV(Kjdlm#lAJR#IxaWYsIHJ-^RB^nDfodVy)}{b!%+ z6F)6DTpZq8YZZTmFWLGEbI2j-Z6@=?mnE-yJ-_g-=o8=Ny>82Y*1tUYEJC2_@EeaQ zH^5QgJ6mviih)A`zlih?aK&qOmT%9U{x6aCm(u@!Nb-Aqe0HmJ@A*&Xg=XdS{aqlI zr=pe%>9(vqH2)-z!K3mrGf+A6%TaZXY{gD_NW-xGdu5dUmg95!%S!D(R4IS0Qr?)4 zC==IxjsLv=&brCCx=-Ycw|uIqu@ zTEc&Nk~`EMi+F7N4Jr|>wl*#fE`58UY`t{ODmC+j=>3f6cfPvx`e#h0jMk3Zso(!( z3pRab(&DeZ-M8V*{f8f?e0rUza@B(Gx%kK5{S(Z4EpEBbZE%z6%=>+Q*$+!cQ>AKf z8zy!`Q1ji=Ln|+UooCvTb)@je8pSxyX;Ma@sx+Lp@^k;)8EC? zrvDZsl=Eh<1J^NovpK%@KmHNvyvJL|H0944#mD+mm%{(6>&5^7`}h8>ZtvN@+b(=b z4E}HE3~l-N-u*GTLp4r&ijL>pq91oeP5iZ1>6qNF zt;f`7C%ex0yhSst#nOM)Iy2k-CzG7-HD1(T{dox}+pkmbsod2#o%_+()RhWf(^*&6 zhfa95R^b`rrML@zX5T*x=X9|uuAlodTm09pt9!TQB|h7(I*Vocs*>-wr``)~IT>XB z#eThe_cOJpuSzYinErFiKCruN#pR#%J9B4U+`atnV|)MAxvQ^St6ahMe|o`#ggE|q z`SWbo?ECla%l4?s_Aui8xarEX3a-RWSC-unQ1i~*b!&^{!+EycJawIu)Mdd5G-1;f z-ar1P-=3ESNv-~9Q4^^(c4c*^eTJax{G*4P@V9X^|u6BEOjLumx51d$Tz% zFU@;Wzv`7K>*~{gf8M+p=KFTK_s?(oC*JmJy!{ojz4Wno&)vk|cYntIvvKYFdZGOJ z*9dOe!e3=?R^8$KdgJ=rY{AameI@y_hW!2CPH*=$J3g7?@*;SJ@a z1D7S&1($iy}S#wK7-|dEuH@FLD^Wzp% z^L~~JaEmou@LA~H15>-c%nx1ie}mHB^;$-ILXWKb{QT^yvm2G(^rg-^XLhv9VDl@t z*u(w5^R7SNZvBG8cy)Nyb-}bSkc~X^OH+PqP(Hlg%4lC{iizyUysOV{2tEtT?OHDQ zEG%=^Et9PUkLO57geJPrh~9f?cb~y_kPlP-tWmCWJRIbH?0(6Ty3MP%)=o3Iadps@==pU4%z*CefTf6;#U^}Ck1xUG_H-a7!@`p?y7 zA2yc)Ic>Vq8*tBb+lR#mr{6ApJN;u7Bm($fg=L#>{<8IZ;+or^FMs&soxe~%@8}^r zUSFx8;Qa~tC1p3Nyh7){u9Eou+2+yh@(P=|%Qsv$eybdO-FP{JM};YcTEV`U6%s zWqv#8W}khwWgXv@<=38OE`w~V2xrfn^^*Tv7<<8T)7fcR!E2aH zmqS9LY)8zt+oerkgTcAwHFN3m(#lyYA)7|NF1-FL!DeOswp%I1ZG5xwk2h^H2 zd03Sv#__Cn1E|v!&i=|XK64|VD`XETUvn6Hw)nx$Ygan2tcA+8s~}N5`XpK6;}_w@UL$_lTy5fdH2@2@J9RLmoM|K_wN7r z8QesSm0$6%X6aEok(r?Bq8oN5Q?IliTj7`Qq&B;GdB%!Y(3a)a%)EqE8*i6BPnWd; z`{|{#bL?|%-LDJJfVTjCefW35Zgz{qj>|tyTFO8BP&yN2Y~)7@D|gS2)=9jeL7Zg2 zyGvz%%(p7t>A%wZ?1Ycz_wx_DzCLGv$WpWU?@#qtf3KKcB=`BkmE?7oUd->Ptk|=1 z_CuL~&sN%ek8gWTTqmFZX_MinOZLY>tuv7qX9A$j<=JUFKK(7)&Br1FY7CUKF8s8q zaG$~U!>{k{O0((r$ok84P;ULI8o4)x8Mmk0`lzb1P^m8W)UTR@J15`S{`SH1r?PVE zS8rT@Y@_eh8FBnR`&Xa1edWTj8~fN~Qk`X0L0Kr6qjZW+Z0@Zu6_J_ur^RbL@nqi@ z`!d#f#iA|D|AXfr-|6|)V2jNs1+5-ABFI~TU zd!b_5^$k9EAf;zpz{E`VxV(<|E1RxNc(=K&WPjF)+gmOiTj5*(|42%44#)21dCNBY zZd44(on>-3Njg67`UjmQkbVd6!mP`Ed+rGAmr7fy_;YjHlXz2?&kK4#F8FtG$K;JsT zXFujRrMH`1Y1stMlNrzE%SJqvSN^|588mvvAJS^p#H9;4v7z=tNJetVigJ(1XFswy zhGsa2YCzf&x$T=<->%dCfBF{0k9Gl~w>Y%6K$7A&#l607eU6p?T6tyi*@r3zF17oD zNYL2n;`rk{28WE-z5w;&ET470I`?E*+_u>AIHfDK(O*}-`?xLR{PQckXD9sH==;3> z^JS*8^Vi>AnD@VW-o9Y3-gtpGA1b^`zwYuj+a9{^eb@vW_FrKFkKKfKTy(js0V$nW z7v^1A^1Phy$Gxm_-u_5PGy1xKmiy%I6O&(k{xNIW&C(AFtMdDo*N82aJb(J&tD465 zm-#B@&Nf^A?@fGO^?#Gi%xuAX-<_~u?;F3F>Hc$tolSdAUQBtC!DKmWg^X`VA9OV7 zmdSRD`-k4``h4jZBqKYnknyccOJAt)AgIzYVU?P`$LG~edsbddky-SAZP6ynd5$-P ztKq}Q=TCF}xRzBu_s@Q4I%x_phmCjsTldq+@zQ#(MZRBsj?MaYzf5iRZ+D&>BDpt1fe$>u8 z_w~t3pa_^Pm2Yh5@NND=Nca1dgD8?Vt38qDQ`V$2y`H(^Ys$;!Wt)9J&Io>;=^o4e zoMCs~ivRndowfzRuV>Clw>kg8cXHdp{PVBPD{QnMB+vbPBYfrC+q;gn&X$Sm&7Ix$ zdGpG(tLj$#k-gjg{QP^>%^Cj|ZewXNv-gzeD}CkM{{7k=jCvl{}d%!KDYf;ca@ z*M6T=g3HE}pk8dOB+sTw-9gfhsovZvH-F&S- z505Y~+sI7e0~K>k0hcq`id{zf9Vnwq+Gn5mk?4HvzR8lS&w92UTc}pBLbr5Z`K{K{ZV1GTn>wjD5vttuy1D zH#4#EK~W31G`0#z{^iwOs$m4)0$G}|#Y)2QR+B<*r^lcEW&E>~WLGGpzRbFu@i6lD zHn*78;|#oC8o4e_;I`YM8u!V5c9Q%G{#4K){4Eo9W5&1Z ztmkN-I<_q~vqI#b`{n)inH%{Jy?p~-6x#gEBKon#-$!``zq= zpI7DmvMaAMY-iqPw{Kf4zwh*8zjAH;!zY-(zA07zVn1lazbW7~ct_T(8=>3-p1-B@#f$^7SA_U0L#y7~XhhQrT}FU*QN zo%eO+!Jn+{$Ir{{{bzd4=<0LxOV73`=3m=vdhPQ1lg6OowYBNqYts}?-?mCQ8$UR|iqC(2bL{es^5>JT{_DGa_wmkL|8F|?Dkr_M z`v2x7GrMtEaxtIs+<1-P@_4XkUcY?5YF194_^c~ch*G3NfA!tc_SaXz^AOhsR@vSL zjcd*~Wx2-nl=ow^p!BC@w$Y1i|H@1U=N8*YtIN9jCb7A*q+>i!zT5Rx{+U0x43Ki# znr>ZpZNkURZ3ny-?oq5Wh;p{_tuAw`{&jSZ`s~Bc`N2gb*VDw8uiSXI_tou;P5;0C z7kD7%SoVf5@BO2G-3x+jN&mGV^ZdDt^L$&<-TyqOHvy;nZ;e_0lbK$b;p}^4;4)zE-F|fwsf@5DDKhK-{ao)c}^_wieHCFk9#wP3n-eF9a|DXHv_G8S`jrpt8 z_D`#N`SpRrJ+srccf$mK{qhdthMw z=-0o+;BtSX;+4c%CWoEF_upB!`TxC-5PvCNNi6g8>Weim`Fg|jxqE zY1P_u;RkD{?q2?SU6t+Bt!r;@d+q+ey{O{P*U67|UfgH-|M{PSy}Nho?7#bPUhjv` z+nfB&+WUKbOjV)NKfc9>)=QRMm$iG)1q%DwbsN5{m;U*B``hcu)7$6Yzx`0`OMd_L zzXkKsj(vVGSADKjy?bee*WrSqo$t>5Z?R_J?>7&<{pGplTB)|{lO~jx?|8obbyv=w zrQ!{f&pu>11f7LlvE3xIglXgMbN{|S1Scr->!Lb;U%UNVUR%0Y>YV?Kb!Vskcm00* z@pE;b%YSQ>dhfo@G%ILc_4u{b{Hao}7s}1n`ngqs??%n^SO31o%zE{l{d-CD#O>90 zHcxE&R~bF|>_-`=`EgTLo=O1^&YM(KO}ty$+pPeeCobn(7;N$O#Q9@j6=Fh*n z-cO5AJ^b)xsrJFjZIb8SUw;0T)#k_ThwE2Q*e7@FPOoNpZ+*ZI#u~Y}>6W#Zm(|JK zm!I=e>r>hEYO{G4-Y0FcoaegY?wKP2ph?Nvx3A)&`z_917x3-AY<2V9cI~~dIp$u= zY>#`#VY6>;xk~K~!TpC;+?crC)M2yXynmC6Hd&UnNP#ojWe(GMYG;+#Dd&{WEmX4r zx8Ow=9=qJPCuZWe&0SmM!;a`1YK1+?jmt0-GHGTx8`8At3uwMCLQu=mcUGd+>*=>k zkIi-m&)co$m@Ag$9=Fcpd!*|we(gusB}BD9nHif%>(4saon~b`WhpdOA+lg}aqS9uxFl{y7(!vy!1 zt4Jk$`F{ygE=xK2u9U6VsaThlu~6}EJMYW->l4h^&*}|7`ykYKuJo*x;i=$eJ!DL% znSWOKqDIp)NF7z$;>WkuS-<>K9-g{UwxJ+(L8mxOuYHs3%sSZ*VeBJs{J1F{NLHN-;S;Q^^{d@_Tk7S z%k!o#g_T_qeJ9`TI;t6$0~)V3X<1r-_e3{uVZ};CK7F$zAG4hAJ;};{va0^bnUrFS z_6^|3xFMhwUacKo_%mSl>mKeM8$nar*9EGK_sCZ6RQ#IGyV5?#tg3%PDuZ>3SJr-ung)2? zpejh&V4-5kBaPdjlD5~X;!W$_uMOr>;ADPXASGfTzp~RW+0QrDG}e6E1^)EV)z?4U ztlqfxx0u@hcMkKVVK4zD&_g<5~I|9WGu+TXeLYv0}sTK|8)ZJcT4 ziuNzFHe2-l;Fxgt^ZJ#F>pNT1*ZxZU5PyU3!0tam+0Q+n*v#K+Z-3kLiSNp9ZYzJC z-U$l-RUy@@LLieyum2@ybj)7Wr7n;aQoZX`hJSC?dzrNVQMO0pS!=7`Y(16o?evgm6T$ee<9Pqxl}^Rk*v!iYk#MAd=}~U zzq09e1KWjAmufAa>h&i1QU+eU5?k4N=9?r`Twd6GapAwb|0kbaV1SGipJUL8y*ur5 zgZ(OrMUw4YCDRobFf#8|uUp_$^5K+GUc=!$sR!m|ml@ipN_|*n&A!k`Ev-pg<1_cgFxxVeN`bY64#By-*sOWCeOF~91U`moHHeX()7 zl$1m1Glx<&Z^+>2?V|e+g|G5VTy@R9_S;L242He$YZo{be>nAV8DsC22Dfa7&wauvVT(>o>Tc& z*=1N=E?M}}>$3jreR8Y#QVre-opP98aO4uG0nc-2?mJL(M7z0c`R{}^bL*Y%rxgE@ z^Xz%h3>{$FrEAU^x`?u_FySf=tlEw**ZqTRYo7o7Rxx?i=l|ME|NZ&( zJL;7XyXL(g&sy{yv-p*tGWqPo zJ>U_9O^r)Ii*J^3)fXE$6g)ft>LL2tNBp|ZyXQv##ccO`{O!|!JuKKNpFdxE@yCh( zo}E4UtboZ-^IP*Tk8PkeCccZG&jL-&a=r9~u7~N}qO31|B>JS2~q0G%;lvEiVfTk=0Q7PRvBf*CS{k;f1j1pSGvGh z&ppc=ToPm&|7bU_i%d9h^}tQg;L2*|x%rk{O`9Pp?5d;ioW+83{x#=rvb@%KZk^1^ z2PxpuY>U%xPBSUL;s#HWy>dto?`wLb0~!1&y&&>DLuC2>f|($jE^9_w-4=Q6AiCVs z_|DSbPs`^1oqP-u;a?lM&IJn0fhI5hSr24-AAC9AJ};-QcEMzIkhb3rtjlFfTgxZi ziv9khS_0h0s9jK1Eb=7{*4|z5_23NudiHlI#ed?w&Z<|xg--vq6l=b{{V7}=QrEw7 zIQm>$_u9e};4#lDi7S?*^Zrf9Fa0p@^0R$>W?xGez&iFD#CF^+eSKaY+~Ig^cLCII zc+m_S0KWF?gWf(ieGc{6zx%mo|GIw|J}k3aY|GT!rJs`iKoW`kjO%|qyKA9+^x6sY zOusbm{dzFlXLhpujAKh)<^;cCzC6S1EVIw<(%t7itYHB6#C{zxdFCJW#`$NYGiVRS zSI3~q_BW#C_srU2Sr<3qOJeXF=HSUDvAMUlec0W8+tkM9E6ldpVB2@tcd%m}1&hww~y;QPI^IPLi&)ID8=6Ba^j%R%Z(=`XI>oio?NwBUszgsfD4?Ix; zEl-u7F=tDre60Vh*uzd7;1GHL>%f~QASd4R;{u&Yz<$#2UqXKEhq6o0Zm_4R=f2vX z2N|*tIc&ql-SeSzG9PGU#md0?=VYP@UyyonzxFid7vehj z?k!~6HkZ{tEpoxSKdadM*&XC(%v5&GCCT58=6sj_Z!x|p!*4Y^Iy2aUeZzIgjIHf~7IANr z+@{S8xBr$cEq9;mJiCtF$PwbUu+R`7uLr+~zhpw%*t zjkygEm?7guuL9yDx%X{?=4i#evc<}(*%Kz2&er$5%ej~GS=W`1{E3O~pP$~fD|_}fx%kb+f2DrxK3;!qcK)ie zH|H*^*&KNEp`vtNbX@;}?Ag~BzxZ@}ujD$#SqInj9$a%U;o6l1Xyacl%fR>6b;ru6 zXt^J5r$AlU*vb_L*RVE6LI)5o?3FE9toirr^^{_p7a_r*MTv4Ht2BLYg&$nra&?Mn zolk&oWU%kaOZ)Sl)Cb+2EC2lL>xtWb{;}V4s9?2M-}Ce+`!A1Q8@B1Lv3&k9%VNF9 zszi(R20{1JD=L;gzrE_+rPr1_|5hHHJp0!=#aWlv^j`k*|HS088*Sc9D}t|Xy8c;d zp-tNL4O#CX!_=PwRz`9MLCeIij+19?ojB{?`XbP%gO~3&_?oDn>WgZ3#;WhXa~iDe zzrNT1^x!wm4@{s(jmVoUkCa{>*?f6T=hi>xm;HF?G*=BWV)UV9kG{FVjLAQtgXvc? zuQgqUmZ!BB=A`A$N#pg~yv%R2+Ov<)l^e6onEyRXY>!Qin14d3uCq~luQtopSz8lK zA(rJR&icQ*`Onw;_xr6@oNim?4QX%nS%H@K?#Nnu+jPw_$l|SM3(P}eZ%zEa@|^xm z{qxi6<=$ScocrzV&pUg`<1t5)~)h``TKI?g%7Wqa!!Bm`q1zieVO{Y?zO8| zy{+FjIV^vF$?mR<&j!+u9sU~Ysm)HVUcn4*((;!sC_DXpy5E}q!UfC`{mWG!EV+1P zi+xCw*&&}Z&_++kv$q?ht6y4M-IU?Cu9mZ^1+RT9*_tW-$0o0QZq$z@3832Z-GboS zO!t4!|J**GTxa?Ixo^*%311?eFQxNx#w@=iaJJO!Sm`hKP9L-5pJrI^T4-~nbQ5Se?e4VSZ&?3N zR}H%UV}9+tzJ^~DjvD+=4_?!sU=4|h809TLXY~p${AYgp9doRS8!~N zJ}2t;!Q5q)_I{2Rmjy3yY*KmlKc}l#AT0-4X}dkyemGBLS$t8|CQG?8E8WctFB?H> z?L+Q!cW-|>U-$!ffy28Q!OfZM|CYZy-#>9#W{~+8$y48Xe@rL}4}X5#?_K*fdzb9* zKYm_Yt@Zuu>yO8uw~PKsc=mB!{;kieWA2C68b7iAefLZLUjwhp|6A;D%Ghh%h<);9 zD`ez3S87gqazjtsZ1B)?UBKc@_PBTM|0C^xo&R<5|0?;z(e^!$avTcHN^Ye&i>f15 zuA1uj{!8t=UVLSN;*~-(FuJwy|H{|bRpalMuFrP;FMWCY^7B!9!dAZewd!?rL{;YZ ziqg2-VWGv}mb|;oHtmvqfk9|>-1d35*X^2;AGTd;*2lF9$0~n)%}}4+%$&dCb54i; z+?Uy)(ebwlUwibozrJ?91v>Q1zsd%*LKnQ$J<8C!wGVSUf1Pt#^90sXzO}`B zgHPw}(og$&A*1-#FRql`n)u&yedwayX)As$d}a0j;J3FQSFK&OYjyjpuPaX2{XQ=A zc3%FhG7EdX;=I|b$5{6OaGP;|s4UUVL)LMV34hLHD2YeLwDT zxC`kjFT2|zuUU3o_Z%yv9jSDs_twPe+Lvk~CO+HTWwL*DN7>^lqkC8COXuYDy3 z3OrHoNZ7jj-Jg_ZNTPnb@SX{$`8sH;+-^%g``sUY`cu_sKVHr?_x8+=&2zv@QZu>2 zj5jhjS2p-teR}Klp3iFQT%EtmUiw{rtXInZJ(n-t=+&k8E`PJ*`!l{xk)H)wI{f9& zJ>LCOB_E{je)!;$<($s0(=JDs%Kp52_<)U=Jr9qWm_5&#4ls)-=+}``RefDwt`jS8QWm1j$F4aGr zmD6{8zTfT?$Sl8auxyQg4ZGX_=%t;YW^Z|_@KJbm`JJ=<3QnR;~l z@z>XPMaTZH`c*x3Hs9|Da>nC1 zgAccV%VkT;c3C8zH~H+t51YTh%J)Z|A5SxtzOApRv^pUFe_Gd(X{kEZ@k6#PwrcYkIEc4f!>lHWuazEN7Blo)4p6Bg_(%8Dc9}1#7%$sjW zHNSATyD7u%m>v%4x`MX!>|$b*c<3l)cHAkT@kUVN4YNb>AGRO&3h%00y;R%ve0O-) z+uLhSUAu8m>`j8V&aHZr+8ZLX9p5T=htD=sj?>(=y>&U47JD=VnfHHuH+j(qjSs5@ zPX(Xi?-#Yxyl0b`ZIj47Z^P1g8&u8SL&L&+)w-j?hpjI>T(k_bpz_B`wUn3UzU8yz z%2!%%%b&Hubk>Fc%D!gDlfBa|wuJ~orl`}t2y5)SbNkeXY$Nb0z~j@RoTk-XE?NGv zaQd#~-^&=H7c)c$H0aJfb|Z-O1bnwe=#H}HyQPoCFF;C@Vs$g`|CheZUS{pvzx#^p z9rOLyrS?D9J)Tl*v*XHp_zKK<;#L(u^YT|8TUrAi()@jTX;c5w`zCiYtL`j)_h8@3 zo!3_E6uT1REpiPUD(6pyoZVQmHFH(KJ*k8vsSe=Y*YCqi)B50=ZtTn4el5ei{;K6o znP>mD9*MKf={i0w%Y528Gv5zy-sqceI92}5(|up;%e(S=U-MwObSwMz>d9GiCuaTg z+jsKWhxXfnE04iF$NE|0%{t+AXTe)g&c^GZdM){yWb(B}!`B^Azs@hKD0r!3^9{Ur z$+{xq{q)B&GhSflh1y9aOr2U?ACZl zk5uwP;f?K2_iNa`1obU{A71*c8_9P+SD&+slKd0up1!^GO8iF1W{X=U>VKA=ez)tW zs2e044=-gxXnL^k=E`$7R`R_Gaeo`){#FE1eB50jWLJEgAvgZu#-(Me7ITYi`l9c< zKXcdRFFU;NZmiuLJh%3h;f+W^jws`XS2+$Jk%&ZS}qRa>Qy&#>@e|alsCn2TYyj8||r|diHHd)F=TjlnE2P-pn z-P+=PaJ$0h*H7g4L8gb^@lQXc2~WPwztxsoDKG!ys|^bCAj_+PmPetZ+}l}hY;Rqi zwGp%&>3h5PT@i0+P`urEHa|~G+Wczc>{C~KQ(rBM0GAZ6+^#;{XzK91es0~R?OS7C zp1rS&oGNacn@;VW_35>cA1Hf?A30rOBo1!1=DO{0V_XI)5ft z^6iN$HBN}gE!pK2+plYDFk|c8jN2ex%~$1{pUmG@r7c;OTmNs>X6fmZG?&GN>|Ocm zOo+stJ|9=dWs8)8Cr;8_wr|BQ&rp6n)nKPySMiWj_Of4vbRc@Hr!PX%!{_T7nYiRa z$dZh%mHI1RMb2ELxlAso)bG8CCXebX>FJABdRzociihT}vNIMvw#_*>aDnC;$H=AY zj!#>pd97@5Zuu&?AYRYu@h9xx7QUY`IqvrS{jc5}Tbk3g5~_)9dvb8#2F;!ip|7e6 zG-r2B@ii=6{z~!cEUnj(GnKYaj{AYG!Me_SJRiBI_N7q+pEbpaql;+Qqvusn-CsyTz=}4|L!Gm zMK`zp{khujUCgq&AgHcG56TL(Ji8V@2vM5wVtdHdHD|8$e%llLbwXCpuj~nbE(hwH zq+kE`e7)7qV&SC-2kwxa>(%6^>bhKLX>g~(67f*;RqsMs& z0-^*SbjP+W4)(mDxraGy}G|ne0^|fY4Do2Znxis*e;P;6DOT4Byb)rYrIJ{k8?Z&?dQXvqd%jnb|HHuW z)mOgG_4Zyaq&qk1mETq8Rk{BqO?Ny>*ImWZ91Bf(6|evg?aO`lAw;Z#%l};D(sjqo zf^Cl8%G>f5r0w8?ogd{tEZ5C@Qv^v!cXs&vUGmEH>g-kLeOeE`1#5fxTdUM|M@ghS zEG*g%PLKJy{3_RENWOS-?yQJEEcG3FP*$PEZPU8jer?e8X7BFhMn{8v?yjuzxEk4O z(6aDB_a$iI@Hof@9=pl6AFkB-Ao8wz3#f32y*8aQ=@ulWjDIa|H0U`t?b1r0mm$kg z(@^Avm1|yr1@%|H0wtuC?ICv;O@Dmoe9%pi-5)>!UhDl39^gH>?8`Sb1n+3cn!2ls z_mqgAVd-Mq_n|GoSb5;mW=#kpUPHDo4}7QCRl%NLN!xMCAi$jod0hF?`f|6W4(Z6c)UmB)b)q zOt56gA1U!$KT7!7bNDMkCKUf7_c~6V{y_e z^-yRg>d8C4qAMZ9)o_)QBuLZM#om&l!Tc+C9pp1RG~v>sSC3m9`SnsmT8$9CxziUY zdT>Qo5?FBGl2z=}jkG{TaNOn8%0#ml+hZSISnRDSiV|pEp)5-eZ7o`Ttbz|I``{64QVYx*mJipSd_7(>k(LR-;!1DV^6J|QRQ*f zGPXxi|BU6{FHsg>UIYalz2d(LR-@eQ3lVi()uj~LI%$=Yr)aSGtx@BfzA zFOF});-L$dz;chM+jiwp*9lrRnlVe)l|9m(5@J|7d6itO*Q%CThaTJ$oxWFs=l0}( z8$iizueYZttnlf{b6?e^5X!+Cw(|ANnUhvIX|J3CE_^~wugibfEVksi`j-W4)0AqhmvWbud0&L7IdwWep?BuTW5qE;;Fy2 zLRiTE<%Pwk9j1nSePI*;Evqhmz5Alda2Lm_CF|bDvaMRONCdp#yT^B`fn>{Rg7W%5HL~_NXRdTTqJ(8h^dF-`UOQmIAXg+N* z735$)s67XJ?>=xd+;L*%l6C57$5v+C?p*~6x2U~5(t0@;r8OMHvq~hFFG32myjO1F zIa+&yKB;@XrRqoRZwN_>Yd}OS@rCU*PSW_0+esImdYo~N<Sz41)?jA)-3W`bz(;5?cQym;@Y%gE4Rv@ml>gkOG;K; zG{s1BZVg(C9j1a(mHx_A(bHFg1L5d(yCsU!Iv4B~vYYM@36bPlH3L>E7FY+QvaB%T z3XwciT<0Bnf0szeMsQQcZMEd)KbH-&0*=<*0JRjZErq94QBdM`YtU-h3N94_QaN&< z)xu@%w@Vd&AAAtxm#VScXi6|r?K9^ThhJ;^#C1X8oSPTU=~@X*I}#yFwg0@7x!PBB zX`%b{A}yqr&x^7-r#KcQi$Dx=y$UXRmJ4P1?D+nM{m;vztCasP0TtMxZB0l;4_}BR zYWHj(NIuB zvox&!mg%IFhh|L6O)hiZMVzw1&Ed#ZcUWsj87c4dDS4yo{vs}!nl{`<8 zs)pR-E7v>-*|GH=sLkk8>lwA4jjEj7vAr5Iw54#FOT9kRx>84XMbazpRaFI=%adLyhHif`NxCx8 zj^Ay1k(Re5YR%x6%DQ}0S8$}$qPpO(s-d>KK(3guN;j)LH`BxI?FL@k6`(*1LJc%+ z3sJfFonEp0dQU^9T?>XZ$X0)A_|d?tsheS~y`P@YJkSG!!C*Qyza7&?4=qL#LYXdcIAuULM4)zCF>-L8Uq0?n&-{b=C+ z%z6FX98fAqd$I(1jwr%hYyw?LY}3!b~q|D-OfyZ+MQ*)Kl? zg&|jV_xeI353VZci(a}eKkn432xwu&w*1@a25#=i++bDNsuImLn?%B38R*o-QrR^{ zOkocNx2(Q$_3Z16K+#}ulYYr75!ZhV&K-_-cVB8;{90oTN)v&7^_+%Kzk^!t3ohob zTva_C+@#-TyCiGx<@@EWhoe`Y)1Sy^yGJD4vTHTGNT{%mdHQ7CV=k~DxS>@0IVeW8 zx-U!p5C4zYd&v*xU0T>a{S$It{ZO{&)WzQ8;VWP721!5zJ7;a&eN7p&^qTwDOP%@k zRm1v(wBb#wdwmg>j%(&9fdwIbNPX3?P0t^gM6>x38Jw5ay={7K{(Ndf5BQ z+;24=SEntxUzPg)+VKS)n-`xs6_|!>(fz(i%Y$ns+*ucNeY0_Dn9toMtMcPdtw}j= znEgmc=3M%p6O~QQy!x$SeNIRo;)}9mTsx-;EC}^bYuKje8SMP=A9ug14~;k+nDJC& z3sMa64x(-8I}G#gz_fTrV@{$z~zlua7wMW{v9}bI4(7w}_G!uy4Kq0Zie)QDldLr|7nx>Vte)~ueCNy z!{!Ac!tQQgRHftEJ&VHTO;P?kZPmU?&8b7a&en=ZnekNwgr5ullby&)kK$*G z)K3?)R5bN4{UpDR6rh-&WMtzt9(c;*@a7m*`bhB`+sATq|3i%fB*e z`q$$%H+TDT|JxEA_2owpdeW;rxW<4ncImqJaZwphGZ%`23w&R(>5BCST9>Z)c40cG zu^Cy}wFZ`DpT210i)3wFv&Si{QAryzAk(WC%>TktVs6CA`>D#;p3T3su+2OGJvXs7 zuK8f_DD+iTh2|zMk;sjZ(A#Mv5y!Z7k5%C77P~7Sf>J~^HYLIOo)6zn2o*TNwOu%J z>ALpmVNsw)_r7Y)O_OY^mv7G&>w7cTN;wu=#$|0>Q*eA@=qs(QTq2RsF5ZH4`-p`C zDNCnTsak*vh}5t~BSf0G*B8lpaLtAViBoqag*8H~l8Xc9!WXu+Pv0AL$4!#g*vy3z zQ*GOm!yFB?@7$=Ex@%vx=H{eVZq@fzRymyaQ~e`zhWS)ebX57o0&#<{&+* z7t8<)>aTotrOQZrnOu->vy)6>$FY~|UBOyVYriy6md%Iyv%pP;G*Jy`dN6!FS?Ect zXsON$Y!oBXS!DEugVL$y4ZW>)HjxT&Fbqd-W%|q^WqSR zWbImmQX?s@R+tbPa6&5}MKoikD735p;^r#h4!b3XtF}5{*OaZQK(Xl5!(Q3VT}^Kj zer@!M<<$?42eoY5rmtlGA~Pv&8vp*&58^(73W#2efD1IxzQa%nDvF$tilXo@T&xc_ zm_6oN0?vYIqM%TPHoG6boe?T>MoTMAl+*f`ZfNcIptPe^;P5{8`n~I+iHogdKTYAY z-Gjxd)hlL%E`bI_=#iOQZI@(;FAmmzxZ?5p^XxrSB3)0dQA!Pib&?JCfc@lhbd6G? z`~Ib?-p8F<6LH=;l>fy|_rH#g7Mr3cC525iTJ13tIhrc0(?nS}AKHF6^wqDM-ZMj& zl!k$OVWzq}RDLq+or&t6796!lDh`WPk*-I<_SXi2x|QH$=UB_}v*CW~;{s)g>Yonz1ZE!9)UB$}+|~sum7xjZ zL)i^2t{hQOh#Cpj+#&OaZvo?k@H_JBwXQc1+NgE>5~LA&O7#L{)_ zGpprX&`Z6;@wLV8%8#HTQO%vOY&-SwY^$QFEDsMZm0Eoz z^xK&$(?hQQ*aT|lzqqL*<>Phyk@KO@wB=t`F#1i2MX@b8+;f9=O=rZ?b$Jh5ZX(hj z+h3MxeN%Mg{uX+5%f)l87itZMN7X*rJzh+4s;ujUbay1Z>RvTF13e{@A!1;N~ zvTCfhB@zA{{%q`fRJ=qj_%$Ej~DS@s?ax4M-i zYP+wmPycCn=O;uFalbEK_2Bw~`Awm(s%kX%d$l;`hJbrXyrq@tSQ1NB+UIBJvZ>)dkdcNLH~F*7mn3gY-4J3QTsKv7KXPlO0IX$4QTo(fatXWQCO|rI zjJCTEM%BJNaqi_`RpY1OGe52N`3Y}+_2h%~M1rglg%m}{r+?DEx%s?Q{)zjk$%j72 z`DI>w?EMirifXKDrn2rk`+N*t z_5)swAKQL7Jo3TnH6Or&`YT_3T>1kvR`>XUg=1#Kr$y!E=S1RDyVj!=uMb!2d=Q-% zyw5AvzAp2pX!h--|VIeS8w?G(;!!fb70gO!0|=r?pCJ{|D7Thm{-VIbZ5_ zYCSwl^(C*Q5z&DcUhPrWa9HPHa_Vu?AdhtJlijb?6#sDNvDH_uvczWmMU)Oza~;K3?2jr4{H&=9%9vW91Pd+oew6)L z#c{6Lm2dTxuRnt7z(a~Pn)@f&_HTPIeZTgzMg0*PQ{qKWA;;6>+aFge{SXzKwJzxT zV^DTB2gU9muWxhMmQVI{kK@zU%qbaG-ry7-q% zwGU5tM->zv1G^77_|P=BQs%USS9aq<;b ztAr1n=O-K88je&5J$(BkRPfI#jk?ebMzLUU|3_S4)3)}I+-=Q2BQ4fMen`0u zZiUu`YV3yH2#2W9pU}@$GoY9&$mue729)Xmy{KKG7_gp1^J0?-sgm zu_}A_=4+hu4mKF?VEvSEK=R(BPiLQ|YdvnbU3XxuOhHS`iwn%>48%`Z^nbo)onPA! z(;l?f>!JJyJ>3e4`<%-Tb{O9|`qW=9K4#y}KR&54h1dIcOjho@!7W>LMDhnyrNJYf z+QOdAcbIGDWdbgIA_`g2Jb6m|>==(kh=8W$Cc5Ica~;h@4>Woz$op)0DsyH#lL!rjGosTojf$fumipT4@+wB~-dFF5A5S#wR++fR#2?+vx zPaHj#yWhsTrmtuFu4Jf6&Nb$RK$=)?qvW9@vhLTkKwx8JLHJ@+(wSzbuzZ}x~a z#avgKQw4;2zBbx$aDL>jQ@!uk&vWrt#Qek^Z!a$Wqjtq3-*eJ>;T=bnZ{|IXZ{k0e zy8Fh_$h~VnESCOJ<+<{TnPPj!E@f%OET4Yf-X~c*w*KMbo116wv-R)l6^W1p7yMet z{zA|d>#Lk%vZiSZ1CuRGr|f?)-PCNUNRn2mUFQ$OM?wEoTVAZbI(=!xZ7WSC*(7;h>f)0%UNf%`67UMUTdXZ>9~`}H zz$Lj&@xOhgl+hgPQ}Q29-wN22seVz4t*V(*)kW{W3GEV;aL z@%aNr9FnJ<+nT+9a@Xk|6@Q+SA$o9`A4}lzo}33+Y%{$yuU+Ff!2Wve@A8vVZyl;>CDpBjh{=MiYui|Z2y`}s#Efhy11~pO;+l_)85n8)A=XNwR7Q-B`dYtGNI z($zJ!KPbAY|K0v`yYIEk;@-9G<9ic!Gg}8!p#_hai(T9KB>4hn?rF5)kmL(Ueg3uW z;s=+AoU=S8HiFX}&s4}6&zXNJ{=?}j4l8F?=)?>2JXDPkvSyAm-tlw$5S8Ah0CN*UfB{hH?>rA|H|UzHNrltg#F6Q zUd>?Cl78(S%xQXk{d&iB&z!6>7|u_tT0M12^55--I_&QZ*G`;qEyE`};-vD4=5}H2 zswa^2^|@l+arTH;zJ29KIj1>ZDDcU)ST=S418GO$dI^({%N>RPM_>4&aNT1-{YDvHzP>bauL!{9^ML^hR_+RW>XFCNdQZ2PS~$KDBSng58pqCmkFAXeD|lgYL+HxyM{CXX-pANE^abiJIkI}S`8GF` zY0U|z9XC8xi1^p=U6J`;xgzto?~2U4`(%x5IkpM0Jl_ASi%-@_hQ+w@@!a=&zA|pw z`s+mXhKk9Cr|l0Kbx8U(>8c+TJNa7W`5$rPOXnv)i~d=8>5s;Lo6KViUPf-1sv}_@ z69Y>An-fl-j+nWp_$PzqGe^VbJ-ePTH}0=J<(HeTF7EvM)skkmKPPqcu3m`D$$4$M%<%H!1noeB zv`B5Mk~1HiB2EVyWbgfajs3(qsjc0LQC`P-<@~n1SnyEiMv<6K{lWF$RCn&XG~>=b z-j#Fy2K~$W__cJ|lA}+L_RsTs@O|y7g;zAMZ+Y)0^}6x?GPA=+sx(ht3tyhems2g4 zqso13^3kw@2wCGftj3khl?LYv#B{9J|6j4IDk|bttlfdCX`2&HM{ankbK{r%v7Y~l zXMTXFe5eEU#A7cmOm178a5~Una=D(o!tpg`%!gKUvwgR;I%vcJ4aZYCk$%;hzh}?+ z7RI~G^6mZ!jF)UqpEOLV639{I*e1mi&DW&MesIm#V^8On*EPI}k<>XXG)QIVx9Ro&ZQ)+x&o29%Z(RH2z>LiG48#yx#Q*J1Z_hDyLaIwFBUwMxKYG&<_Rd@e2pzMIN!0_yK=*~^F=&4 zmTcQ(m~WqXHuK=_vb4`VdJ7r<|E^T~zrAwV@dIH=2`y)}E!aNu96#W5uj0A&bpAJc z?rAqyx+OgLHRJkIfoaJJrwunemAJvgwoLQY(m$6)zQ&*Nu=n36Uu(NrL^|o%SBV=B zC#q|u$s9k>mz)6iFFNSf$B4KhRg4z#e0MU0{X&AH`o2uFPYb{%N*V z;gyxj%OAWh7JdIB`se87IbWLvcJC_te&-*S0hN?YvaT_r`*~Y!0*ag9E0GC-%iY1&8)?q?j!Z&z=LwlV=?znzM4IalQZ(l;y<~!-!I)KnX-Gyul8Mc%?&fa7M0Cn zwm#Q5^AA(xb7P--J8K%|TxpvkUr~CJ@7gx&bB(fK&-`S*XFppe>6ZC{!M?TY9!Q)qmSG0x?-;ucpABvaI7Ym(SIJYUZ%P#~mSMK;Ym`m69(nGk ze%gYT8PCpae>eZxnf_1y#c4e=<(REI8w+2>fzmc8JQetp+L9A)R(36}aZ5@tzM*=& zkmrpBTbT^AwZ=!^+!UYHi?uAHYbs(^HTqt>c6_qGW!nt)(kDOIeWJW-?R#<`W_(#Z z)6Hx}{_Le!7hN^$6uq!Rj>Vd@snGKXsJN|3X1fM!-pa0BFDe#oe8kc1u;+%yDmMy+ z-Yj6b{%aPKzPE2c_PIXqaQ&y|3*X9KI_GS5^yx((X4B(Gw{MoNE%~Y$vEje_&ulK~ z*K+vWtY3-A46xXHJ3-i94XS2*)BE(RWs z-0)cE2IK0r-?y#~pOsw~^f@uMob}(VKfkP)k9^}ad!$pTU2VYYd{ZcU&yUX*!%;)Xfjf_P(UpKbfA zI8C*7?a}Lo%q82O8Lf>uUo|_sX%)B9hW|5s_AYx=T>Dz@bCT`-%L)3K26ZQ*4=zkT zRxEYqNiU=o-`-u&dep38Y16S{sW+Cq-{!DYFWCKlo}b+6rk|HN-{jBtlUv=f|7Xc3 zTi$Pz*dBN8(Y9bSJe+Bey|=LP`6tFAj%JgHxY&^PU2_s7TX@wo?!3tq?*eEOUB9yz$1zL<*y%E zaH#z~=QPI?1!8Y3xxXEV^Uj>_-JL(1@5=vdgNqI`*Kc09R?Seaby8vUpXmRMs#|XD zp5eW&@WIvO$AP-9UPqLDE#uZ@G^&&{wdMOJ#Qr!gU)zE$)8II$#)<|v9@bv|p|DhN zjd}mKMIU9rZajYQllY&kqjueyuCpz-Smnu@X0>-nvF2`{5fsl`$h|uH_h$c%&o)0? zZBg@K~98Nf&2(4Nl9`=;mwscaHuuk)Y zhdMWk#dPWqtWUYsio~is$@JQoEvB(=su5SU`ew)o_6!@bz zf8w|AKY1p+%ztid%kfQ!$o?lHZriDzKr2Ot)oo2nSf6&UEo~LW~alI*f7Ey_zHc=Aono7oQ9(dtVdtg4l3*^P^XftSX#! z(C;84clm9~Z3dmOx?1diC||{@s4v9{fPXqCiN-f|D3E<$yl)S&0#(*|G{oPU7RLZb+_z+f<=LVj0FcDL)rah#tvEc zmm4=UfmqA-Pe1oX#=?WI=eOs&2N&M^Hj1;d$BCSY0)@}#HD<4W9az2ozuBx8tb9$( z><1g0A27sx&$U|YS6)5+oP+4c+a+w@R{zMex}5w#!LZD^N-rV4N#3-%Al*Ob%-gx5CGhcR>y)Z18AR*Bm5LWVH z#zT-nknq#w5tBc$diBkF3armSqB0h2e4NP%H9N$Aq_tNkmTx}1_rUje1?w*a-&4@k z4`W*M;)38oP5sH{6W9e0YOa4{(`To~dHVW3X)6_rXS_0>+4?G(*B-xW8v3Aq_i3IV z_uu_%_*=i(O6|)GbB{C9CeL_TuKauUiTlYxokNEDlldoXwwm^WdA;7!gEu!d2H!iN zng3vlIm6T1?f)fzoZbER{DuE{|BXM?m;c{mP~R!d;>pyx z$Bitu#6;Yg^fB~{OLw0nU!`*Uo=@U?^zX9#zwIvk%Yyp{W`LC1*`wFnR1`pI4d_^sAWC=;N}rU z{mJI{eu6ro-xn{{IP|E;s_uzPH=mSWrSkGUf~#s@vMEgey-!2f1dCDJN+mB zF`xd5#V&h(oB$VW;lJJbpsuw2T6&^mb@8elpIJ^Tq*y%eo%8XO{D;+cGuPyw4k#+K z;}7$63+A#i)vUA;C)wot!B5B>dfdA(iYYuXEeVzDjx`=e8p{(-p880>S zr%Vw)e=G`Ae1`uvs${MdFrM@2)Vak~{r?!cqpy5^fN*G5_WftZ42dA3^8Pd93;)YM zL;N{0bp4A9hKCjNpG=qzE|8+?TwoEpHVEG>70vtRLPkF4jD_9zEwM>EmfbM_2AWG)$3nO+9DpWm5?=g zFn_7~|0Xt#4Z25nEOqny>+Jpg#o+}nH4CPQNX-AHZB=rifJ?@bHSN>6r_4`&J&-@r zv*bXfi18dIcfUsE zePY|hC#fcXqtdAP?aS7s_wF!r&9Pwho5Q5;*C-s2@HqGr@4_QxpC;AiI@QlLo}>SD zd+V=%HU|zoSZ^G3`@+_PbHXB*+WR!^_wz7~E&6J^Z(qvQ-B49owpZ?=U!0hYZN|ypfmXa%huhw{4(*EFI%n3_22Dy zg<*NFJa5l;z3uwEJ1#v7tGnN2`6~GR>pwBg>K%5w{!8_m?#|*cxSD?d%ZDjfiXW(0 z78qG&Sg@yo22xKnFL)>uQ8w>!!q-U~t~@CY2%Kuc;U~kQ&e!x*zhZJh%qe?ci+@LZ zR^3aLyu4UHW13;&g)a&go&r7p-)LK~8S}Cqgm(d#aWo&FykJkaY{1?ljs=etED8m5 z>JOSX9s6sLamT;;*x&67UV0WxQjyTl28|2Fy*V8P8yBi`_}X%GSJUqPc?ps%yzU1( z7bpDW&N>$;KS8hU=rH zk8LI8kzT)*D}U{qTO~9{h4Yx{eQm3fGX+9tp71_#JX0Vvr-6lkUkW?Hpw<;g z$b!?)A@26OHMs`S%NBiF?frAQP_~H6_ASZN*Bqa|Fxu4MqGWXNWTEI;P0yd(os#!C zW4Cothm7-#<39dPlT{9SG=YnL6^lZlGg07%)z`{^QdOP0lg($Hgh0M{a3rvx=~L9q zt9(gpWt|fu*FLMd@n2{4UvZ;`KG!Ha|E6lNTm2VmTa}y;hyaZY-K%>3X`$Xe9y^d* zi>207c+0S=_caN-ALKmwZubOFdmc#}+jp@i6lVR4JMl%u!c(Y6dehn$7ZeYB7AWbI zKL#i6ZHe3ZBrLe|rkp7dm;;GWhJ%G4Rk!(m^5t!7ik=+1>)>tv+ZPln^2M%yd$RS| z>L*_U|Glrf;b+U~H;Lu3`yNqQs|*WHzd0o!xj3>& z`_hSpJ}cwi1r|)xu*ejdW672Fi91CW(q~>H{=MeGRZ;sDJ5SAFN%w0qRzLWO{mSiK zdkt07ooaSX`^9{FPhkA~;@av<{c0a(KXB%LaH-78 zC^M>fYPG-|RqvxM37|%L9RD27Q+IcO$G!T+^f}$NSIM;SJU=kA_`w;=f@Klm>BcjY zVr@?+{C~e`=9wK|OlF_7Wj!~E>9Lr+=_OKtFi9$VCRLJP|)`2-g?onopw{FNgX_`kXEqyfmDj>vx@{{$TG;q2RI`G_>`ursCJ{gYg zY<)kgGz*qw;^U%g)J^ zW)w@FF$s7Wy*c&%HqN-LuDR?-1s-fKEz9#>9u+ok&-`|u^NpKbR#qf@0M#OUlxCci zKG8e@RK(pg^SWTDY*7$)++z-?Z3l|{grD56Y#!7YoSqbO&RXa_J>KKY-uvbE1+g;yqiNZ<%_6PR z9#n}Xuj%gQUb|q=@02dX%f%0LEDNs5SO|;#mbSiNczFB&)VZK`ZE-%EYxtp{<@XPs zOP|^N;EZFzGX)D~j=KN5cyIsQS9|wZ^WA%@CLYUDos4^DU7Gwr$T1mK7^BWmv`gnz$E)&nk>LWq;P<9~g9-NzFW}yY8*V zO7qATHpSFrsVm-Jzv`TeEO;4NFi~emhFFXRH@x1^i71nMoA9-9!;Wnim-0#RHFLKg zY(4yd>4WLc4CgbY3C-8FPv~D=a4}*3k@f#In%}c0w!C_i*d80r5|y<|`w>_GPF$cKPd=Mw?}i&;hgT%GU4C#Vv*4l04u{_S zjq%6BtkYxXT9_#1{K~stsu_)9BuMvBm0t z>(bkQM3a}LA9UT6Fy~%)$%`3^JH8!-jo+*-Tcevv59*&f4pA;s>1x5!MRP!uQ~O(CSTYZ5zpqs30KP= zn(Qc$im~9;bBNEa-N*>|peC9VTL4(!jnz+*s zvR=rRt(FhU>6Uoy%+AfOfAxUQR!?iTHEoT?5oTrD^|v1!YftcsdS!k6!D`_jxe>2c zS0?uy)4S%Mo#EBr)a`O`hv`>PBV2~nxDs4pC=8p5?`W#zSLd;{LG5#ahQiwezSSY@PhzkY@p7$nSqASyT_^&-aNa`t$B2 z%fEcPnN>nD49l{FVk|hJ32nkdm58!=haL#;5}C;%C{X)VLhZ!YKa0Dxnw^ z&SSMZK#Aa?3b=%r0kR`*`FqC8!ZWT{{jsQ76)@fJGSgk zvoXE8LNHjpxx=tP`@c|a&g~~h!^$7aHnqB&u6Unc+UJ@2bC--Y^Fh(4Nw3ELr!G%e zC?ZjJ;CBg|^d9f@3;*@z2L8)mYMi#Q_C$oFQ5RFQb34yn$);1F!f>I8gcX1DD(%e7 z7oi6wH@uj!P$c41^9;sUztrYB{@-1~_V@iI$*2G0tdhm9AMcrLxLCu$qU6klt^}=o z(719?!V4Sy#WMs&EL7L@T7xE^yc(C;HCUH@Vk`<`XRUp3^=Q-TZvPEDNo`IEn*2#@ewo#?&pCL0xLv|Ft@w1jB3m8se^sW>z>?pZ^)@aB5 z_q!w6PFLSQXY_FYS)+~ol9Bq|J)n##d8%RMoIH! zr$Iq~`ORb3=T5tF+-H*EVucMQE39l^I2`9`JrDv)>@wYPqU_<~SE5dX#+VigfWr5n zY-MCyRpx&k=fC1c2YNEw{%Y8#-1wZS_FZvu>In@F9oZ~jnUV$0ZPS>8!7lyXv)tKD zPG$MDg>yketEmTqOK!W-&EdsFuWmlc!<-u)vPArAh~Ky6a^~Ahep~y*!dYWa-7mU7Cua4G73XDQD$4l(SZ=NT z=(3kO*j0x#-!Nm@uuS&b6)pGYhL@ESlm!j)s&;}#JlqeoIoyG) zB6w{-ubI+7xkmhVCjJ_Z$ zYn5WbkOmqrNwHusYbgKfrgZ7jxsofA8y>RUC;}`Db zD(KR0eNenwFqz3PN;_=%`Yt7c(Am+$dnlY1nb?$n`7fmnPl5>>S>=`2N;#$>*=TH}m_={aC~QXWc&5s~Riv znuA|0e)IO}+Bi>+m2YoY*nZrm_OAAb2Sd+m{_p~xxLKe8I%a);XHCNM#4ou)5w}h` z#WE*aFq+K)B|~0;yW9Oi6KF<^7i)i~FeUxDs~+s%(5rI5O*p|><4yh>hvPiD%*((n zr_Tmw(pdKUv5D)<12y{GK}p~zcUD)_{Y|%x)wbD2e+;bBtk2;O-hZWMVQ$M>GeJjd z-wpD)^Hpz17}_$J2{Am*+9xV&l>~AV+b4x23x;WPUvF)dPbl=0eNny0)g2P!Ke@Bs zO}Je*S8WUP1@3iu`?loCX39}zJSKHhR8}iZr*VtEUOu?SeA9H#oxeU#=7G&=&J9mlZWJ-)H161D zx;D}9=FbcJq*hE|te>42WLTNmIJq$WMfCUiw@%*Gjd>I9wc3g8cf8kaj^kI4NA#rr zGQ9nb;f9w}*Z&vVRwYLY7;-EbAR{0zzA)wP*tO?@^(oG2ju44y_7DE5H2*7~%=6>E zpOF~jXLI$L^ZrMjtlt=s1MWvL`@Br8k5+Q#UcY>@dM)mN{3e7{&lUZ!>b z&P!!3n;EAw#ome!=1HHsvQg}{jPZ<=4M`SHLz1;?_HriP`leA|y>^vw5MNqncjxEG zWykl2J&M0`H5X(D*d%a+=T2GFMMdTEu8vet1&`2vtV^}khNBE z=2w2t`CW~5$<7_!z6<+&w04;OS^H<3%KYh1x<9VGn)-6W!R9B6Jg;pNdNAqDmxLWv zlC@_%{&e3z18zC|xL)+~mjHiL*P4Sm`i*nVLslib$;hTF)wzKyQ?T#FKIGS)xZ*yk zbm`m0E6p1n>PxS#u{|!}>>KR9-eZ_4e-ouR-doPknwc$@e6CL`?08)uMkBE-D`Wxc=#n>rC@X-&)+f zux*0Y$_LMmO#f6J9^VwbF!c6=&3x!1Faep329xNB@}J}X`2e{b_5$qY;v>rd3bJ^y3< zU&;Tjzs-NHfBSR&)IZ|(hd_hghkrr_y$}Cf|Hg*LtZb@S^p$f@)Fapg4}*1!nVsdi zx0!op+81}VH*x2Teko6O{iB^W^JTl|^~dq*KQ-Pp?`?ASHv-L?YNgEB^Z6YAgt@%G zjs#_LzLlQOC3*bk`p18+7yf(Qa9-^Gwv1BE>sKx(P5iy|&pJQ%b6Zy`%>MQ@`Y6w@ zXv?bHkYdU8ljpm~pBK8dPrfwmlV$7A=96C;Zg?{EycYq_crqHm#*f!qE}ECta#WYk zpTpwfqU1K=gyWnWnuQ*OC@U)(Fjm{ebGpz7Hv~s` z%f)8T3$e)`Uf=5!lQouMu;y!!opSrujN(4i{>-Iwc6@xi^pEMfMfuu_-m}vtoV&m4 zf6lGQsbB50wusJQlzSRqb9UM-GlBT|!9m{>rJ9$iAMg`OShF(jprJLE#kN9CYgOIt+b+kv4E&e5u0`-NbAmdf!Mw`-ppaxg z(5C>a-%mIFo29#6kLAv@|175!62QTEO8!G{q}tztX`c3TQZLodNv-<#TIK)I1M#3C z{Lk^ARg6h(pW|;YQ3@adjTQLk|Cg z#GX5Iymh#9i)*`M%@@|QML9gPEe?$kzurEDuk>WTW5Y;mi~96IMwxKqF*3b(k4+*01}w_;tre8HQ@U z23z(6a*f&BHlAbLxQ`)q>&352|JI%SDr>QOMvXOxk1Nj)X_oZ|Q=L5xS1tZ4_w@VM zziX#_TP0fLdD(bY&wIuV(-|bXGr~(=OnAs}<1-gz9(UdU4ONpqHgpuauK-VF{<&WK z@Abs<`zj3@|G#bK{PSMkr^4}mjls`(4Aq_u8=VqBUEzJKER&&O@SeLl(@n1Q`G<3M zpe_j5jd4@&Oyc<(^iTC?*}QPy=F39f5;@XLy!$?F&3SuCP0CeN?(O`gHzbU0nZHe9 ze9Tpei>onb>x*i(H>%9X)Sq$n9W*&C2``<> zGpC&IsBKz&>nSM3rC2b3o5T3~!{JP|KLxWK|L@LZ>+acadG-s(4R4m7?ga4owJT&O z547s&*E)+1$;O6etJi;6PAjBYFnyC@tZrDRSrvXKDfTv_(j&Ib)3XAWD+?FjHotgO zf^D`#!~SR2yl-b4UXMN@t)o+2^1qiMJU?%J@m(wLo|$q?)trrmrJxxdI4+|{CZSvf&p&|qD7EU25U zoN!(cvV>u|K?JM%`gJoLpY}ZGxKYgV#*%58{R3&i;5rGz7xlu1JJOGQS5o`JVd25j z!>tfjvZ5mqG@5M)ZoSC3|BgJlI=g#r=np)9&fPhcUvxHkt+}G={s)&Hrzgx`@>s&qmXU7~!(&^}Iu;)F1C7FvY~%Ne_X)F1 zS)jDooCHZ1u*3rf(e2CL{+Eu;WPh&H{6zfEK0lXZZDkgoWrEqi^6&0Hy_3~Ddiu)e zOWc3v=2*|KoF8+Wce;;}Ed!qr13Pa6Gy4IbI?z((OI6R;@=tgjYprm=(dbcA_a8q{ z=Un)~0nUPkS+}M1H}+;}=H7pCP=~p}Y^%CY?ZmZ(0rxvhX9m{g7q9&G&0ANj#Qv82 z=||HuZhP7tJ%8P|O^$(`vq8{%J!oE%vEYI00Z6cfGCpRHi>>{6;b>*!=lchK=0Esj zuJFHB+~{4qV)MUp#mE1mPki}f?(wgiy<#0`O#7#P_TG=zK&uSzSf2TAcOXbT>5K(< z=m4Z0R5Sev3M$N8`F@+;O5Rm^PuJ^TTl)6-o-L(E#Gaq1ezJaL>0aZSHJZBnrrI;_ zU%f5t*o9U5JrO_1($#bZcBcYJ`K4DEV5YZz-M$JQp@hDA=HvStAIJY>zNfNf z`lstRm)`jGWJR%i?bWCWTkfrDYudA|D)ggKx3s9 zf&~x$KxTX=OZyr>dUb1EfK{5sf8II&+0NBJ<^OSPGUtakx78TJwhrvmgF2FZd&E@sIaFbh_m8{WBcroHlwE{oUXA zS^9(dDQ6^%ZU6I5`kw@vaWF)#)9L{v-?}9j z{r=Sp_T^QM%>nb>4_-B&{Odu+|CP;b-EGsil`iuCe|uT*^b$6g150a@y^d}>ym;B` z;3WTs#VQAOEdJTWCu;0d*SJRB7o3FVxQWjF^y-!DYU2kdI18SzSQIhIG`_etd(%IE zEyF7(nG3%x{S)sld?nr2+VtE?;mZ8G^&bqEg>lHe+RSPE#{K8*SF0lAYjWGy?l_X^ znEpnvU;fkqEjNESTd znQ>BI4?Os0oN)7J!RL&`jd~B6<_Lq9LJC+EamdWwwKn&Sl?yw&DJkT;bdI z9+qAT*e!8?*Y9t&E06iE2%LOrL7vQ?bIUI6o4)(eUjDLQrAFU)EWFrys{gHjaKT1j z=)`ZP$_Zx+*v>p*{{KygZMOUA)%nlwyqNHi$D)W$#*(=&;7WA<>lra$-g193T44O5 z+-_U$sa2JlWgDE+U6$S6;J-58$CUL@?lrl)wOuEFzqnl$9sJDnz()52fl3K$tRoLD z%x+M2M_Mr))g0;ej#;oU@kOVYtkE1s_j3)&KOX8dpZRfCN4U=7^n-08_vfTmvB;=0 z9ozmB+;3unj+`(}o9k}PB^k(+b}) ziOMu*wkd;_hJuG-Cm8PhdtmkI`~|x%X%(@^STgm=FuFUe+c-Bj=upz@+iw#DWp3o& zUa(o^w%?CvnY@Q({JZ{Z{a^bz+^_2T7WbdGcfASt{4r+!^mX@{S(KNl9|#mmn4=Y5 z@}lD*E4U#KDxf!gwz!oW6Y*+4*D`DMsFD)}Ofr^?)Am1@e*R#))Q-|QUVC?cy{0J0 zxi&V2YbVS5m;;yAME`tUoos#LiKiw^uz}LJC9Gr9RfR}G` zSbP$KR1D`9zXgp#b=?0BEw)c^7W|Pb_$zKCBf&qSpDyS8 zymGk8i{x>ak68Dw+B69eTb?~d7 z`IG*Lzm^3@8K@U~qPgSYpYXDG?yPeU1>LurFn?~wMa9EE^B?^&-zk62sPC-Nuce&7 zr*H1@OFQuYZR9fc1D;F|mM|7Pas^kSGg3jLM2tmpwX>##PY;%}nPKtYcg}w`a5?<+ z)&Cpo|IT_{lQ1ze=2ZSP)!W-D_hdc|W1cmAg1EWQn@#6WZu5O!dg8&?A3?%<%Kki^ zbf%{L+!f{rDvSnxcR=d{3K+m^8BP>1=vbf6vY*Gl;Yy|)_cd^YGe0=OxZw}${y#~t zSI4ei^rbuS_pI1c`LQcFi!=4ld6!sNZU1)N#;n~ceTq~v-*(QLDf@HH?(r?pZeMn- zevT!RpDmN05aZ)}McNi@H+c}b^v+7IKK>06wa3naS0RH_MZi+))AIjVc@?5&{kwDP z{H6Ks@#l2@9-Q!!vtSa7MB#PN2uzJI$2Hgz@z2eszK1UD`||SDo+E+&IQ2 zX7}TJXQyA{e?Iez{PUS|OzNDCA6<5XS01o{GkS&v%e1-2Evhb0+wHKzc!fV`^{?}T zBZ>t~9@##tcdeb78#(Fdn~yA^ti1^nO z|CV`jX8WyQ0&@;-<)8lT_^&$ApbtB11rL2c6#esddfSz0qSxhbm94sH$SknK?oigR z*-jeXx0hCk8SiXA5LpzWQyFt{VUk)g$C)VTN|)>J*U2Yre7n1=Yvvinf@cC2#T;`O zFKw!M9Q18g!&YXSn2h7+pB=1<{_wfv<;B0z*K@YDb?47k^L1XOb-Suw=1;39DHmVo9=vCltgrY? zAlceB+2HJfb9~;J{TpRo?+%cXY3nIVFSh1CwDs<*;+f}-zzY$SjiW$&`JBP!f>N7v z!p%y#w=6n3W-G-(i}yPoLj8Ox<#Euz%uOHlQy8Q!r@XxQFLG0h;brFsI*JDOTELE+ zs}S+Jcl$liFmT?Mrxnve4`fXSPpCW;u_)%6)A;IFN{sBEvH(ZvNLgc###-w;3cAa3 z?d>D-x&OUz>Ro$f(t?aD6GQsn-QRKJTm#qJHx|bKm&~o^nxo2ktZE*p@npdYPG)Hq ztkdTHHo9S>@6EM_YXUe!ffjWXv~9Y#{U*<~ulr7?Em-$G*R1)s;2Dbr^TOKMryWAy z-;QDX##=Z0^aH!Y_s^tOG0ahAI5w9p4BV@>5N_EGncd=S=D+pn)g;Lr^U0R~&(8Uu zcCOy|!~N|md4AkqW_0Pl-Bd@pzh^_1J>MVsDc5@8_&G-_`cFd{W^o#iwm9Fz)h3a6B0i) z&Q0IC@fdr=Ew*L9jDsKk*k14_+Tx#XL;d6M-n`m7R|G?sGsc~YZ(f>alY6xEYx)`E z{I}mVw+qj8D%|+5ewU5^SNZI;tJC(0%>KQ0JE)Nxt@2-Y)_<`>3H8N4TmQbE@zC{v zkKL7{%MX6a$@Hu%a0`C;XM4fFXp8^42cmn=uiSFFK<&uENp&A~3#|En|J%iTY--P1g2e;HY=Q1?!w^g40BKrqh{C)N1{mU+WzOVFC-|j7VG#Au6agaO0^L+oN z&lXjwLSoVRPIJ$RoU7-4zQ6Tz{7-I!yBD}a4%qve|2xX_BXif6jQ={Zhi1IwESSh5 zvGO;l=Q)Q#{1CK#f39u<d_&bp2-5TZfXI<#K}JE&l7y`7d^^p8G@O zthq6#&TpO^{nNL2D{p_X$GyjoTHJr%7L>@fUVOvvkm==SUa#}@-B0$re!hR`r~c%4 z1^#7{=jvzHG{_vzm?an<&h@SjTpB?P6u7=Er0`>D!t@8qVH@L5-9P7Z?&^!pxttdi zQWEZWOuC!2$o%WkJHK4T&x)*(^fTLiYr&TPZ{z+Lrc^P-s4yO@0Wab5YXGmcko0Rv zef~D1NY=RNz24#JYJCmd?gv_xA55yVIGYgoes?C@_HVW3XP5jpJNt!WhX+f~|0UqU zWG$!#0Vz!09$b^`mdCoL?4dnq?C4wrclv=(;(tD^o12^ay7%s@V;gsT3Hmqf+m(Wi zUrkSJYt||~^T17D>Av`@9b4jq&nC=klzK4dR&?a;**B`)8{*D4bf+A!h+YTk=1LYk zef_xjk11F7r5O1-?}%xszX~@!yYgS$=ZONJ>wmQZo>Re|R$Zi%EHNKHBYu=y#GaUb$ z>^(HYu=Wgx+p4UopkbedJTtc41MN+3-&L{tvSjAU{GGp2qBA9r@PKBTkDT$J@owp# z_m?EU?DtNe^1u3}Pc8TRWVdM-AKAYICH5(d!Ih6c@qJQAW7*5=dcD`%d+z#=!uLD( zzL>F)2Q=Ru82$Si`x5?h+lv2vS@`-zzC6G8y5y{wlZ7Vd6`13kRtY|Kntj}4uH*i% zJ8O^U$n(#MUgpkm>*!a*$0=tt*m(G4jX_p`c6bJ`@yxwmf8(Hy^6Ccm`&*W#3K)wp zc~=S;M=Z5IDgW;%PZ(o;sK~DuK`TBVOPI&F;%T(za5*6`=g+LzjCsy z+w~3gBJ-ygYu88k+`e$?O2NnOsQNz||1X(EpLyHtm6`hWvOfFQ)b;$c6q?-<6AE4| zSST?AwAy09LJ0{gf4BV>p5DI7U)Yo`8F5H;H7>Q`kh;P1=}>RVFt(qd3BQ{{f-znPlKli>Yrww3E<<|zd(0M{38CZMqcO4 z9;tuxHqDs*{OGpQd9kNn6fl3eK40QiBkReK-52w3pUU^jSgy9^u!~o{jyjv~t7f&6 z3j!4)tgd`ld*Q&&%X)ANWQ!?V`XSG5-z@cI!aB_h7Ai!XYF@y&!P~gc`?qG{&Z+a$ zefmH78>{uqymQ=Vn&D!H4JABDZP!4v?VzI_6xt8E%`GT3d^k@^J%UZq*>b}ac17kp zThj#g%?OFoO+CVYX!^J7Z_*=UR`1N&kT!wkaGbzSyEAh(8~)m6xJGM-Q~mABR@bFh zUio=u+Rf+7td4&bR4xxb@cxjt1)HF=p}|z>>izz_FBwA7j#qZp9{8fc{!iQAxvePS z2kU*0^a;}Yz0(i;H=BF#Z|DB$=Vr`fp6z<9=h=a_4L9!JXzY@NZ8NpA5^#>ni7QY% z%_$~p+*X`$*mA=k*0&duE_Z#&y71(eL%`~g3-R(vr7Fp_~&e`1~SHAa=gN8bz#T~i6!FxhpwtF_cxya zTE4)OW5H(DQTjS3!dT?_tHYTGUv2aL8C$Cod7taurJ&^=p^KOQ{@*oyR+@D1WZ|!^ zLVr#76>=HLLumTr%pA z>}%vbet^y3txEL|aibkunZ4`s-Y!3Re(|5nPuQK8EkEEElu+{;JQNk2;H=%a5;WLv zxw`k9-G^6`E_;JAmZ1!jG+*OW{)+i$8vf@RHUBF=*>mvJ!+bSkTNX1RrpN0JYg@3L zr zo|O0MNnkX1F*lzpEqbCl|3;mA{#7cwOj&$WcfU4Ts@o=c;q-zjPTxG$_Dz|*f6Ez< zhQB@yAD8E>*f4G3*M>~c=_3_Cj+`@ny?NeDj)I6c7iX(-UoHUI@$Kv3#AS6BXC8z- z*qylS-)#e9p#*#3gf)R17apo=6HXAjr?}?>kNSb)=b2wuWlnO5th-TuYaVE{dc$*$ z8_btvWbkpXEHv1cZFA^TV#eYC|1|<-}}{4;BhZ(?o8EB*)ebCew@QteXhYa z{eYZ=fp6e^xAQ;mpMFu<^>^E^)gsb1!ftFbX>2`jlAK#V`Y6o!)(tw3qPgAwjZIp$ zU-dMW=Y^kY8;(?|6|l)zF!OB?-?4nY?RMLex!!N@uvFdU5-#Ghj|^COl+T3G{QIfz zcBSu~rugq}II!S)?=jD+e>d|kA9@;P-6LRepe~BLk-7aqV?JBj+VXq99y}Db?w33* zS>NokFKAoG37yCpZNU!?Xny#^`Ho%c!hJrI1^Z<)0{-7_Oj~jwk!@u~_+2(GYfILB zk~3P%@BKV@SiMY-x%a8@WR)d-=`QjLkriO=1r9#9tFJ8nGHLOVruEJ9-Sm?Kf9+iB znUlc%c7M+QO>vW0r@fvuKcs#8=6${Qz6UId>ykP$@!=;WQOOr>=g&w;Y+sqbV#BMd^slHcx}>+7H*%Tej}Io-{{NblWUv zq8`6<^>1}&3Cn^RmInX4%tIp17x2k&oV;84x_P^uqD+_OyCyGu zoEq+VF85o$DX92Ul11@sg>4_~j~|=seYR4vW&Pv_6It44vOKQdz$<#q6zthZNEklO zVm_;K(fHH11zzwSlpB73(_1+6>37bvYyP`BF{}KT&gm=TSun@bAdl@%K%&jzL-7LJ z<|RICZujR1FLu3YZa4Q&(3>dhA^{mojy@Td^YRb;r`}w4Y}S_;58Z9QlwPGic(L%L z#E0TpOVsb&|6-(DlO3n7c73t-54r!j^$xn8o0f|0y{8_2dTXYekW9Lej4o&29G1-= z#9PFdJye;|>d&!#Q^jUm`?>dwb9@gw7Ccd~C=!ri+;getapsrllE>puH_TJ@$yeU* zGvk7xGJBsfd*3u>_kGe9pY9%5^YvV`yiHBg^OJjgf3bOTbf2D>e)5pf9A@`(jmibL zrg>lGwsN{qcv#J3LHXL#uU2_36D*xw{^^==#ne0JJ5)Z$Ul2NC#(j)^m66vLwf~pi ze!Z?g=MhKKW1c3#!kh&gy5F8~1RWpp;oxEQ7H^kbUwZw+&%7;!ruru`7EI-PJ<}cP zW}j>LXE(QzZNFc-8=p)%U(d=vZCu%s=NgrtAJD1!@PRW?^04?}o)ETUCtov8YE89Z z>yu%2KX9PSziSEKrd=zaU20u^Q9SbZmu1X8efw@sn!BRB>eaU0t8SlLeO>z4+DrzP z=Tcjnf_xp9EkAvFVrrI*uW@ri4ez#vhi0`kgG*xrUiO2<&r7%7nx`^JENpjPmkf(L zUz0NXK|u$Dv;OnK&VQObePZ!~&t|_)f8o+KE_z^5{2;@!;K}dC$RFM9AKb_ZQEg+-aD^TIhO7WQLWVfmdA5NeddW2 zS(W18%ZKKEbC7v4H%>uKd&dpe*y!DNxCPz8LGknjICJqHgvV9g(Z_)OzR=bQx*DF?Qg7<|dsJ#1;fJ^#ke_&W#f zyi;zrJbuBf!VStemh6288e?CmzPLAS+4>1$k9i6nL`}W)OXYvZ>fk90u4{{^On#|q z>KpRm>8;x)A11MsWj=NmPoDO=B<;w7!ea+2B8r_`O?ef!#_xfprcD7GBq}Do@HH#b zcX=XVQN$x-$=25pyFTdL{$-3gK9iqKzxa8{&)hF6nQYgW2(m1fWO3(i5@tWB^XKSc z>z1|I5kHQcQ+3|3TT#ukM0T~2eLzyoWbhUy^#@x*gJwwuWg4Eme{vVw7ekhrHYpLW ze6QZ5wShMh8TZc^>c%C2VEPn9BehW|2E$h<{*zQ}O{!zdA3`f&to~DT= zd7$D)x=Gk^Cq(a!d5!;%E!XCazhMK{%W@->J6PrC_XP$L{?WE;?`1E1K5wqtb~VN- z$-Rdj&0jpx_Qm;)>3-^deA2Q|k>D{yP75Z7LXI7!c z*DTzAu=DT(mXhsHv|gL5W?oI3;J>)v?|xPm@BJ&)Q8E#XwR~qgk3UH+`zxf&Cbi(8 zpRUZ;Q}ThYv%h#>@3F8rYaziOoV#Mfx`(%$A}iWI95R(*KR-7-J%7m@)vBlyoAw?l zEO=yLQ7B_m&-7FKtAb_jG{c2jl?T86zr5wdCwq^7F)3mhkL10-3o$)eH`{FSw6*Ul zWDnjx_4V5{oqIWVwIA*@Im^*?+*;4xqEd-bB{(Ox+zt$<@x(fGYpDp3% zy`wJ|D9o`C@RQ*rk+_|KjqsS#p!V z)=ixxl{9yH=7Q4D6dm77I-=WW%yN+5YtwmIXyL*aPp40xCkeJ9ZvS>r^Y!q9Gl>S= zp!^fDiDfp+dH?X&kFJzGGq5O@m}AK^&z`~C>i;gb4|=|{$HuC)b&uADjVO^Z44`=<6=e zq-I}k_;=5gqow}sEJ2Rvk{pj+b~h?TT>o(P;LLo!w1>^@{(o*7b?Pr$QCVIPm2zk% z^TRWZ1@1}igXwd+^hzH9E`DH~A#5|N zdYeCYG=KI9Db#-0#`RiqpSgwbg596NY3cPUm7jk~Rz6yJn%zTe+CvkIVyQXy3%B|& z-tRppei^I(ocnI|Gc6Wpx=GDRm+Il3z$<#qq^1~DfnQ_ipa1Nk@4ipGlNQ{MdM)MG zY`py7%*zjYc9*|roAv9VL-W;E5F?-YEJyQap61Q12WK8m5c}8kA!)(G-OZ6dS~i3w zZk#rA-n!XN1^g3qbPh)rJkzmYuD;rQY2VXHQ}*g|`83DrANZ>|G3>wmm59?1o+Wrr zi^{GtU8;70`}~1-$%c!kxxY7Jxh}F!c$OgBb4j+xo9dWb?`}GNDBfnzJ-zVt*EVdVVXE)vttDl(MoO+6*`7}?nU}DY+ zgK3(e^5?_3!|eR?1^m*wUzywOF*gsjbx4v8w&2l|VFR_}lV?lEuXPWfpSmNlr&9NK++UWvp0`qe&W|e7inIHoT;8 zTXf^}_51x7&eVFQznWj~bzQvecBPw}YhQ=(aG$gE)>@oe{59ffs#~y|SWKE&&u=TU zfEzu_3dGJFvVQ*u)Fq3bRySA0aec*>bq@`8K=#sYs4PEc_4X9!m#Af{U-(X&bUjQm z`;FPGq%z^-0k9l_X#jJ^}(`T}ZpKjv5FB9|QS%Mg}N4`=2n&0Qc zr%xT#+s^HNuyyf+LxBa1TV7|M**86;^tiBCM1|De9_B!O&9jeYzbknD?evTKIF2v# z=Z2hpdhNs0H@CNROfo&`^6cng*X(8Sv(lCvWNlcr^k6G!OQ8YxdmB(|@nM7*`;O=B z-)lGiTm^Br4BPZGZnKX5nex(Ob3yM-Kbt<2vc>BE8shs+l=<|G`Ht08gW53154Ju| z5VNcJ(Nb`>TleYb%ew1t>&dW-_ce1LKggQ!_O7@3mHT^2n0~(XR=@E7+tOgk$O6VW zS&;>bHs9=TG?wzDA6)Yp)M1WcyV;uhZ0^BHDp98k#9}PC_2#gO-;tDQdhOfo`_hxK zo#8=dRL0R;^ERb?2+hxp-NE+7bXEMKHM>$L96Iwe_v^2!aC7$Zv!^eAeU-W7VCu4i zC-}`nBCdn?B7#dKj`Coxx6&d9XXY01Ptfr>4Bk%3u(mhK!u{HcO($MzKD@bldFF)w z{|&m%q<>BKOtEDyKWjNNebGLL3H8TVd5^JQvYvBP*Y5SZZ!^~A_iIDasP0W^tu@); z$Wq)>!2A4Q@$;>^ePMn=k;US>8CMs`#emcA`S}mTEqO(Xcbv~mu>P3q*BshbKlAbx zLC))voR9TOom&fex$7No^qGR&0*QOiT%M6ux9ir&zjv8cu9-|#et2qP!O_15%`JIf z?o2t6D7arYiIwp--|AMQMuTiBtGq- z#f~DG7)!o&Y1JQM{g`$0ilwgHe`>Pgf2v=wyHZTLQqSf$ZCtOV{8}Pm<1?vl+w!$v z@3F0D&D2sqG*$TFsm=mcrs~;O9GY)0Vf(V(lh^LT`pL7blpb0sC(1lD4~e)fkoEg0 z=zJy6$ilo^kG$@93T=v>WuvGxmP4g%ha#?2focx+L-3-Y zEdIZ_hm(KA_W$6nk>I*H9N`Qb?6-^UR?%Lxru4^KIh_oJ%`+|3UYJhZIpgTt)BhNJ zH+qLm_uLn|q2S+b6OX8Pr5D;EAN|i<-}%9#MSDuj2A3U0N@otm3&cG+G>2pJhfe$3 zGsUa!Yh>1KWM5sR5@QMWWx_U-mlaaBo>u>Eu|<8@^DC^X6{lJ$`6v^21Xb3;s%QU+3Rw@G5`vtop-;N{<{W zJ$5Lxpz^H6;4i>hSyb0_jID`ZEy-;bK~^W?@OX<$39CO!1r zc)(PKd-DgrhppKbV)Lxmum1IIvdbpUH8;OFbe2L~*d;RUnXLb1hoXdu+eExQKbgn! zn0{b35j;1Gb8FP6tcShRug0qQCCoAldT17$xaR-9g@AXmn|gnWO&T^+GhVRSklP0U77b^!|sV}U-rvoy6N3X)9YF9Vipo{`NJl`-U)Z- zwu9S6XOI2Jui16$!}fm+Cl49RaGUqFN(V*ER8VEVFk9Q(cUj2Y%UdR-?ppIJYnrLw zE4h{5PXA+(%&GF8wD^R$i@$Wl^)tM)CU5cFq_EV{=wGawY3`9jxyKGgOiuts;&DVO ztt++9W7g?8E+VfGd7~});jxVc%sMe&=S^Ps!SRv^egda@7(g{l($t zuMSMybx)&X$G5#N;?+(|?W)+>K4+c#EJ3dAl3b7VzVV8bUA)Wj_3xv#<#ONx+qe6$ z|L4mmKV1zwlr@Lb{9KE4`XSyK24^kjx%n6M?O%3K>!?n4mGs}#Yc0zpHx|s^Xt2&6 z92#1OK*LsvQhlw@&qc?Gw9HirR9gW`6nWs#xb1%BTc*^V=O!PR^NMH1C#9R5^=Q5A z(`x8{2h^5bS@1Xn(!|s;-Vs}P-e3H3){=(-I|?=KScv2~B&e>`GP*itz7Lb`2a~Gj zSz_5!S51!mSQ~hSBg$oZ)}`wm`*zR!@buK}e=Tv<{hr*6BJ&@WI^HmIdT8dHXp^?D zG0D)rPy=2ipIDM|@M-tvZ{-?eioj7R;V#FzwL|hs1|*kF8s! z?`xhp1Zw`QOFj7QS^M|Z*Zq5iA0F#0ct$|%kQ3+*{+A?Dknnvz}HN4YLcFRvfa3Bri$Zg zWvR<0=US}O56v}x$mg@;sKlx@e~ucResp=k_3onBQoYwl-+y{;IM1;*@9feSvv_=0 zJ_vlhy>_0+mQ5Si%=@x$d70&fFB3Vw&*UigZn0KBr1OV0(b{$+xK;ereD{VkF&2v+ z@_YmJRb@EJ`C4`}9@0EM|Fnkc(cB%ks%No%GA&S4j})-hcy1=eK)Bk+v_x!25 zH0HBa?d4lmDenExa$Vt1v4#B(JI*^u_^$)^haJG#)aG#GhdY(0yR(!hyYMsL*v>Im z_~E(Eg6A$3|5)midhCzB`ueCp?1Su=%P;bcrcBQaSj6XP^folM=;8d&x%CIu$J>1c zyZrI8lb}w`9FEP`z#Zkzx!IO6*|R%2*xOY@ugVDZQD)QSJu{ZrjD|i_UQPwapd?dmiDi-Ze3rqpGm`#+qNQ z3#)S;K3zRAW!=k3)}6U;K5Nk&G`?YaupH~53Wzxt+RczPRG}M7g?7YvP7ES4Y|I>_sfnS)i=fBKFti-@-ObI z=A&>p@dofj*7x1r_hexG%Q9uguiq@=(@Ovg-3YLcFt zMyc3%e|fszGL2KHw^paWyHY7#+xhkRu{Mz{9m^(2h)GdD%|G-)NI&1|M_n3w|tmw zaX|I?mZ*z|Op2M;epvZjwbZ__^P6o`<$`-pJ(Di2j+>Mp-dRvmXyQA^H@U$;V@+m; zVWQMM#XSbRtcNaC=9w*>scIdgQPAidAJ3oOqiDFFBTWBUcA_QarU#=Egn9g zX8Q%-Lnfe^5vi`0g`eNO&2EVlYCinRmw!scb&x;B*ZmaWOm0@`R-8FI<);q!yC&{+ z)BiGVk`u6h^=$UKoo|zxeyOYI{F9EIoPJ$Gg@^04R98zTcq~hV)A{+%h+XF1U$(qT zTC>pSNBu+Z>j7#!^BE zr?BrPza}-O7(1R>#6Ee0-Qm+ORF`Yor7SN^pTm>c#xa}CQRZ^64+`+C!41f44-~G8T)a`o_vEh&Cu#eERk`{kD&v>Q{DJzJ7Y_(~Dm(X4+LB zV@M2$IDcW4U~$DmNv@X6A1wvZBE1dECp+HA`8G$D`+R^LD3$)?xNhg${JZ7Y6}Ele z8Fid<4w}?GIe72vvW+%3gw=k_zd10Y4K@uquW9W zSn_?7VXwY%aCY$(M}_ONk|QJ8wu>yE|9iK}#}jtdUk;o$xnOj4=V^||S-f(ugZA~> zo!+#-q}3#9cf-EVL^yz<<)C3kc zch_-zW`0-ZIzzr-YTDvVH;Fgt5U_6&+tkcz&*zq~@of6DQf#v@ z_zdIoi5uL*w8b>4R>T{3=4eYLHZSZ!J} zdVi-c3YUwEN>e#lr*^PouUSaM=>nlQmYk4o_xBAI`)%##u3h_$;p8F1IV{zFP0#s1 zsI%zGU8(A_D!Wnjbj5eSFnhb{Yu?Lquj7t)o1cA!(PwpamgT9VcUqn*O`0xpn>~Eh z>9?P3^1di@eKY1d_Bstz;0Z+iK6)53wP0~AW#zp;AMV9)d_CZ|Cf$PTn+)skUoSO+ z?PXG5xi98oVSDy$@a5G9ry89zr3gR{u4{~Z*!Qd z&o$a6M8!{zd+|E@m*s^FUgkSHyz*9=ex5b`%C#vmwKwH2bYK5mKIu%=$y6QoWAYE? zTCCo-E}!qw4?b~Uy;Mvg2drM5bbaHdXw&p1;P z+3y}3mfn;27Bc=${#U-S8L?UVEF&r{_- zUjROY_FwS%AN;n>(*5sk9{)dUtjxh@%yCTkkhF%+&()SW>gr<9QL2-Bw*5QS|NP9; zIpC@vJVmdtVychX^d+0y!+JN>95a~^V>Uf1`DE4XCf}y!n-Xt|3JpD#LYVhyS4!_q zd0chPJhOCdl%D_J;|5I+44M=6_-BEd7i&cvqu=lOdhqb_${%U#ZRV;ToO#<%P9btf z+vEoaJU{&5{HOBM?sV75<$5PY)nxpY%T0IPs?}Wkb3X6UYsMGqvpw$zbzaU|+ug%f z->^gb)xU2cP3sL~COt5i^uSby_*>PM z3!Ptio*!r|elWpaI{nk~$2?+-c1WjxvhOoi=HxTxJa))RT0_iR-LDCn7n7b>RZcQJ zd!$m8KaR%)a*ne5!O!YHgtsopzA)Lf%AkJZ9k<#`-MeE}?c&{>aP5y#mE^Hi`!0WZ zxm-d*OtfM)n`6*@9p#eZPq(|Lcc}HKSe#L@h!B#o0If)Xw}Qjd^%Yq>zjt3}Z(RJ~ zKw!ZG4GV^qd%djwSFv3*^qn2w&1RBYH=AvGrtz+{B?l9i9ki&*Ul7q_GKUS`o{Wx^ zIWkveQ$eiEDjpej_P%E3;|Ceb-N2GC10NmyL(@=@`Z3ui&y90T0~h3-siUMz1JD=?~CfcDOso}%~C zljCgZ&kfzP!#6Zm=!n>^evp0Yuhiuu6WNc?WOqN^tlpYhJ@NB{6P1u+W5?B_Urg-h z)*R0b61L>;o5SvYuK79t2lxKpr=6nr-?uft!|~0eN<3;x=!APEud>Y8FUBove3X20 z(@{O!nblnP!s52hsXgzwS|YUE_CgQXBi%Q_Q>GR(S|L@!hCfbkZ)Mi~NGMCT-yobV z+1IRm{NP9BUB69uE$-Gz+WK#~-_5?uYs*CwWxhV+z@tZxg0gd8GkhrR@}qT^BZVF< z`f^n#a!1?a2PXO(g(ad|=L`K#mkgD;`;57dy?rIEwI-Qk9jGBKXIJrDy~WwPd%E9b zm;8pU`dZ5A2PbZRa3ZqcNbW(ue{O!}N>B3iQfsAb{r%(I>JKyC?`AVnY@HN5{cBm* z+expFLLB|`GkB2;8$AE~etIZ#mz$ooP5eiOlZQ;_u(|s+D{s1PeZ9u1Ki=&>_w|J4 z`=Fdtxa^=ulNopvTIT0H=rB2VxA4@@mzQ=_eqvVPz6|zrA47I!(C;n06+yp^c=aaV z+Q05#_ba_iMJ8uGnjiZ#e|&ol6tRBI%J-!qBM#HvPrvJ7Y#%#)&w*KOhaa3sEO=sI z!Bk!P%P(Mk)#d8hV%FaRVl1zFRM&^YId!xuHncmwLyS=Guhf znH*fahk3J2VGv7WTcfkgIEn&r@@iwqJ?}=DQ{v;2pofdDVSaAEzVO2lZB)s7I z1J&XQe-yha_uNeUVZ!U8U+H<3TQ4c2;{JitFIMO6Jh|)tp5-DNn7-V$n{fT%&C~kp zw|I2zUj}xf@+sdfLGi*YoQ$E!)@S3%@mQOsYap z#qUp%pJ6`5nL9q|{K_eBoJ%;rzuePn_gt*_wQG0w(~8(Am0pl77T~21X%F?~ z?tx}o+7A{#*IX;+fBD*jgrJk`ppkA9i$W>TNO!0k!}TqBX+q)(!BtXwmu>!Z{e5JZ zOV!G6N`h^BkLW#LG1Xpm!knOm@qQuB4 zIyT0(vFCQA)PmLpf@MClH%v^Mc;QPw`>bLY-EV|Nn@V8AB&zd3T4kalUVS~05qEA#9?VIzdEn)WJKeG%&#j$?><<$*pYXK z?~By0v-H_FM!er=DKq_ESbV+T8&9?+;u&%KOHL{CoHOP*Hr)u+5BR}av<5cAS>?U; z>zOU9cP=>^c;`%J!87n|b>ZUmc~_@wo&4l+X!+%c%V&6l0#idIW|$t`y3BFUYt_PU zq01a}S<>!@G}&cnu3KR4`?7cSbxB{j!h(5)2JcL6f<|l$3!YgwL-MPw-Zz&s{_62+ z)|T+;VxAABegR^yb8{3r+j=B5ts?K2Y!?5QD(%pgRB2$6Vfbu?^`VkuZ(iOqRpviu z%zw=EHE6!+Tr*^G$sG3d1$(>2{U@vZ+O#82wOC<}rNB8Ej^{sK1_;~BWIbwk_WiSc zVcL^}mCp`xG=s*U1yVqBO*SAz&;8q);#qHEIk*PDkwo%rq9%x_BGw;U4V1yh=e_g6srLP^h8>hpc| zpA_JGwFy)nJ=kJid~0^%=CwVtYnSSHFMh(b?*DwZ^|Mu~Crf&`u}81`nELhPQ?24P z(UqIf`OR75H%F_4r8UInJ=`!I*5zH79r{}GhWwrt za+56Io}Ke8&9A!n=Tn2AI`f_>@qEfpHz%gF?5u3tnE@&+g=C(kH6=q!qFilvAD!!x z1>YG?9ul1MH0@kb@!zG&uincvhHsCxTvYe0L-5Ko$t!8xS;p*JAuS^Dz6T4+-r1~Q zwb^gdgwKnv)I3{YRva+fa>ZQxgZgS>57uoL=Dt?5V|K)cXFKBkbd;B$HC}#H++SKl zOqg5$#ca-FpvAH6{%`Jly}Bq(?_oee^G(ojQ~}6{vpcxAo9}&o>*Z8c#%^A_-ndKZ zYsIbxz2Br1edi5Z)%y0VxpMA8+*e%JO1#x zDmXLe*d9KlUN$dGRao8gOWjAQjRhb%-8q-Vo-Eq8^hxTRlXpX`>ZK~DiRMnR&nPl| z<(QK!dExY`Z7-(f-rYI3YGs*U6Wc!Tf01*Z{5$#eir&pSNz2@smb!8rcLEY^4_oSH zgYKvSt z_RE0y7|u&8+UD$*1BI| zPXUYj2AvwG9ap9*FI&F)*`h7%9%6kDShf`~MKi3pr@CXoe&2$?`sojv{%z;XlVr@9 z$(XZ|VOs&iY0!*gL>qI&wO=h8<~`aXU8LT*gwx`hy~CytJnS1JX-7{t?_12N9+C#^{*xUG9rH*ITsr_$7{BV;*8{Se$XOo&fJGB z+ZY7*dKaYstZm9(*RtEYpz*~&vxBmnxidL+*BOI4;U7Nn=r>1*d%qJ~EtR>pE(1INMlc z)6DYcYx(8uHWvTXiuz{csbcPM>bFDZS048rt;%*k+Bgouwm)n zIR-wTwy$Nqf6u-*?s$((?1w19J>QOMaY}6JG15FKrIG5{R47w@`+4W5=xjrm%2iT& z{Y$0_ew-%xQR(chfJEKHg8ID|6$Aaf`MDFOu1}HH zJN;+M^p`ve5kFtG2Nj9mezAW|YC?AI=c<#Xp04E|9y1=^e(`naRHG>;@2Ci0nenPI z{Z&WB>z;~_s}}N#9y6Yre>8P1bcO%-XW3tQCk5O|I$!^^V|&q&Xv;@y8!A#QZ>w5g ztX|i=v-VNu7tOMhm!{lUvM4>OH{IcVEx*yBiug^R`TUjlzWtoB>&>J7^Iy8Yc%Sd- z*nX}<{QkLI(5k~y$q3L`sIkn)b8}w@mb{+Xd4Jaijk%GQkJie34C|}V&O3TlQtib1 zo1RLEeX(}F%_{3YR=rVv5yX)lvajb}`Q1J1%{P3##Vr?KCB3(&+}F+SdP^U z%_{kHp9QYX+>qzge{}nmFCx)AKg3?8);nCNRC}HKJoew^q$QpSo2E?8zUZm_^KHz! zIj>GMzCP19Q3gEmY+VYj=1k@=pPzfWC~@LNADJC9`F}8+JY+J5Is9Cs_PZY5Pt#Yf z{i|SG9V7K*<&P_Kb>^r3(MT-Z%lTrfnX6vZ)Zj@=Tb?}0{d#rxis>7E3w{1@k3-ft z=z&%6gDg-`%m9@j9_bdWX%B@D-POHz>+|KCQ4;(Uba)Pfq<1itPL*8j)fUyHGhar| zr(SArx2yL56F)Q;JLFWD-a2hEA#m~bDRbm}_!E?%_utE(Z>xre8!D03B z`o6|PO15JE4*gr3Zo!uJ@Uq<>E%tf(Io>li*g9-7;5~j|YVrfF8Q;w2A6&a@`%fOR z$Q`HCCm8=XnlEWtFxRqRtIUp1d-v)5VSRYi;V@`LwZOW!+Td=K@ zVGh3&wR)%X<*wvOb9Lg(8{@JMP7h0Ay7*Y%;`6>W`%WaxdVOBH_<6y^A7)jN$4-W< z6yFeDyXkdd+LHsN&kmgMGzSej@O*ZOm?=hrR2ui*J<>(=!e+Uy6XHa|G!Sit)3 zR`rDae%XF(v-a(fll|i9_U~P=*VfaYB>hkB>#=)vE@Zi9fOcXjv+j#jt1Qz~f5Mx1 zs?WwQJCMtAFqiFMMOVFZtD)~>1;k|FjFn%dRTds`{rlsXW5HvE9fbmS81|gn^JJ2b zsVb}Z$5%U+U(Bv`GW47F((M?(4#O9tDt*sfVdWRm9}?nD>=QpfIVf}Q=~G>TC_PmD7Xq{N0gtGy=D<^*3 z@@t*=)Qp4uFSc~d*veCsrn~i~3jeh8TFo7?S$Q4UqRtp*&h^cfd|_9jTB2*Ze(U13$qB_pZX!ISN zblU&2f_UYNIbC|&N*y-LJNRk8X;<`-4AW&@(^u^6jXSnW;qfH@O_#KO&N{zkBGdMn zOpn_xgGc?C%nucU%G$O59PLS7Np;OCCv!H;m}SA5H;2jGukpG6g6S(oPx?kpm09}O zR>xmCeD)HBPR|Ld<%f*V>#siVn4R}0=6uMRr7QCnUoZM{^rS-AVwGlQMfcM^5@Nl!Ime(3|YYVboFkJv}Mb+S&v@?)$k7`b`gv8?}{_&71?oCL3HO6 z(7q49M);tQ>dWYgv|IXjd{X~_n>Zpn3c2nyFx^)>5YX|^jPcmnW96I%0ng&q4=A(d z8M7W+lL_iPE(h;KN|f?ze12~AO2OZ}lQQlfunS1?J#1L;SYpS)yx6-BLjKnuUU!C- z`?5q%OcJN1i0+$xJKROStn>6*z0#*+=aoGcg6;MW?;}qdF-*TvweQ=Rj>g+PjUW3C zf&2W-n_;U(>$YY{iSDvIVAbaQ;Fw~;V}TtH^BySuzcR;p^_sAn$3M34uDZ5l@*WkI zav5n*YyX99o8Pj{8OU)ofED!vpt^F@&1yClQo(lyc=V$MA4*$%>1yG|E9 zdPrYbd78-ica1M(7|Qt?tl1C9R%A~XJlwf4dkRm&#_L>PHokgxM`Y9M*X5HJ@KNN`jaDjI%;n}KWX^-HIuE)QtdU~=X?HaKmSL3ewK6VSDxql=YEbC1FulZU#*x{ zwJU2~0K^aV*2njMX8*C6Vg2s~(QCil;mpgap2ZfYea@nGsni$yn{O*utoLn`luYfK zwmR~xcR-$#Sjw+DMYZY9JM}`YxHH^IXXx?Y+L&ah|1nEo?uUnSx7&f%Mof;M(>i;; zUAm1gXo|{Y4nw(L!*l-+?*1!Y>duY(x9)DpvwEq$a{e5#=0{)i&iD8qx2^u}{BZAU zwZbbOhkf3D@wMo(M`CvkmH(gmS5+h>STJAEAkP@Q)=3aP(z#_-o~eCJ#t*L_;3|*t z-5iE;g#+7n^4!~6HvKdMwW! z@%fwP9!{m*pSR6DeE;0T{O2FGAC|kTvd+(5+<*5B@$j=vaofFF)=zhP_3z_RY39rO zr}bSBTzoa@T|=#OZP(6<>t9=%s@{C6@sfX-KmVbAT=X_jO%s3mn&qF=hoGHz+xM(E z#3`R&8Xfff%l6`5w=Ms^J&=}KmbvS$Ugg)mT0_pN>0h=s-McZluI!8MGu0Kc3uFAY z7rkD+=IYj*9}d3#5vl6l^?Oge&FY$N*^>h1G+2UHgO?m1IG`Sap*wFa%&sPh58ybs36r>y^(CLcTBW(-p+9O8gwzy`Va4Q zI43F2HodG9S<&|BzU7_|K0huPM|}T&&UnTC&ptoQ&mXyHT==c$;r<01<}LhF&ZmD& zau+jb0f6_U9TI8FmcQmJSeGb((h-N z7TxUmWmM&v9yH}jc+u`_b9Jv|&RhOU(r@PF?mx?`cAD$&G>J-EwxZ%#nse(`9@hh) zbrXq_T@4G1XU-IxH*-5@xy`1ppcOSDjOQP=rso{Ir?j(k$?GZ+qv-Ptm!@7VE!90O zzqNYL$&aZ|0*z*_NVPT1HYz=JZ`YhD`Uy0@JB8u=!`9>k<_)J+Pswk7d9$&>^xk~8_s#bn zzf4(ExNpYmm+@}$P8pLfKbvo~|KcH=&o(QqBd09Ckk$Y0Q%zY>>XtKS0_HLv*nH@K zuzz_v@t6?q$>F6;;fCfB8l1 zBvntnlcDO#?w-$k!-r3U|{@pw09l`Ts`sW~N zU1R5vJ55_a9TlMmmU|>pG#EikE_SXnn)%afN8Wj#bCX(=H5ld{=05Ilv2~SrVv9ok z;)Ll^{)?w)x@D_p308(PElbp29o{p0arUD|DFK81z4u<1O;~jNsnaz1lH8egQOnLx zGh~nuxn?8+3er>!29O0&r|(ClRqYZgczlmph5K{>187Z2qm;m`_!A}qUb<0_&P1_& zt-7_seCDy5^D|cM?TP#MBTh%{^`<3L7oM#vyy87g<+Ms+{^Wz}<2Kvae~P!iKcg-9 zZyQ&#q}acv4O@92gBW_R+#etR%ze6|uip0f{&|n%`7N&hpCVEa_x+qm^$gChe*CIC zR(CLvs_gAV^%Yxf2TVM65Y-?-Z-y7#{GxNuj%%JO0FQ(6v{JDPq&-L5?To+~o zt@@~Hd-rcCXw5;=^TMO`>YgW7m$S|L9Dn}j`saVHGw1W3b3dE9$VdLis-KxpHqH8} z8Kl2+Q(Suf&Yt6U4>@WdJSB6@i!)-<|J<)}X?rB9a<`ti^`#{Z6rWP_6b z-M`+4ty{#WJ^WGr&Sv`2Nhi<$*nW$<7qmlH=6_XRz3qc*yZ?xPDgUW|BL8#zn}5@P zu9ttge*R1Scb1@pefXt5XrEO?+vWQ^Kfn6ud*9sS%k6aGg!3QQKmT#P_|I#`^Jcc3 z7qbhZ3NK%Z?=RW*Ynl1sAB)VxW=y}iV!GwYzbTue3N#d^*WUiu{Z2by@5F@gV}bm- z#+TylFUK#j2ek$>SUF&Y;pYt+LH6EF(?qvSd-&yg@vqmGf4??FSNm?VxcE4yo4a9N z*m}_&Dpxy<(oEW?D#eGr->f5BygIP|*UeRmZt_W=tIVRc7hXTTdhaCpkL%}u)R(Kh z5dfNrZe9!;`cR+awr4wJFI~9)s^`m3mrh*9;#bbRe0SsJyASN7 z9Rupkn;QO=u`vG4cbj0)bl0FcR)=rf!b7)On`1!-UTolI-(CFNRCj{+jPL*4?mP#L z8tBWsVdE=%?q6Wr#ByiBZaK#dyH^Xclx$Z%!I5{EC$E`xdt-AnWIZsqcR_)5`MtAC z>+UOXe)_xVcNsJL_QvMh2M)dkEt)u*erJe zcinz@Z*_uxT!nP4hi-S6oZEf7C#R2?_B=5=^F%Cv!ySjj`~0kadEg!zXfyo9n_Qin zpFCIH`;|w1d*kHW2TtZPY_YokJKa#`#rt=Eo&Vn5Tfgl8{ky-XAL__E+>=-M`wwVg zZC@U|+p^bk@gLqv54heLRD$MM`tq3Fw|`duanxe6olN?r_QyWIwil+kY)^FCzT?Op zhm8{HKhDKot9t$r)N*<5`ZBI!SCn|QI1|kFhPgXb+ZO#?`{?Q}i(O(9zL@Qe{h=-@ zcKn8H(1PpScVgB)n)z@>otD||vuXkTRopQQ%QF$k?@y?^tL7;5(VeM}4YJEw+yyxe-H>;Yad%j>S zZ?FXo5raePr|=)8nT$o%v(F@aY}=i}rp^4{Xr|=L+!-%*FRkMh=}u|891Y)-vPM_z z<{6j#;v?(7fjj$E(iVGDAFA{3ulP|b*|xu2=3>sAi#pHTrM1r7pWV7&A!oTLxGBGZ z$@BB`c_Omz2iWWX{Qt)r|97J@`{s|%2Hn4`4W#W^Hh(NOkajnaPB)O&ozW|E#_fh;?|Jmb*?9${A3mio9O^>I(?Mx!5X zT-h9bso*g;0h!Z&4|nbOAXm3%=kMnS6m zNT+LbYd7+WUNe+A<<=AmnQi${wNFy?ZkW!J{{Q#)KlDCapd@XtvgxBUn7Z*_zcWXs zGiOex4)`FE!v#vGLD!&yRx)pnX1MwD`0PW!V9w=vzVV~8oV5LujVt!cCjIL@er)3L zV>6FGTCo?j6z%hk6O}sPiq~S+lK0XgdvBTQSA)Yys_pU(j^8oK)9#o|eRqlfL`09_ zvP-#P*+(_%Z#Gzm#k)YEezTRduU)LG-nrNHes=)@n_zyKI=bne?I>IZC;Zp;g_WRE^@E2&+iKc zZ=DZssW(33k@VOn>EqU`;NhYq<;0cH)qr2FE-?|k75gSO5#q_i1w7Kf+uL5sOD(I< znDNiQ%~Sc5ukoo~v8QTH!T+0OB@S`i#WqIVeg{J&uE?>>+5qkATg<66#1YpqGNc<0M<1GT0Qz1tdX>@mQ zNb_998eebYu;~N$@x7go@BI{x*>Avf_bRvYn|H5T1z)_2lUO?O*|M3>9=&Cj)>@-l zk$A_Y;tgcLB(JpaRBfGA>&k0_HPyL~EX)h%%(gqS^QH5g?qAk(X8+@TzD)4>GRfzU z?yce#y=Jt>h$(yT=MM+1?GFI8nEW0wCu_yk`GoH$%(l4f zJLl!O`46mS{&_v~)57#q?ejGMKbtA|a+&1INB%b*Hh$o7-_@xcdkuUH5`SKySLw7V z)86iUdZhe@8ege!`!3FftFOJvth%!H)RiqKq83bP%KJ6_kK3Ma!N*SLZER($dOt7a zr%}txzpmZi8GbmdoATzXmhMaYtEV^FW-i&4xolU2bprFzLnd=xZTbLRidG!2+j-08 zg3dc(&zkPsM+xSI8?5V_>_4?UHGjh)-`br96HKtLpbJT{7X!>%-G8zK&it zA-MSO^Jkk~KXIpo_dg4L8RK8yqvv+HC&m11in#X%@C-qUdEuth;EhCi&mQjo_%dqC zcjoh;Ve#9(bKa^YtPl5m9)H>)m3fxQ{+@a2XY*I@_nLLks4``DW!ml?*_F<%8+kx` zN2A)nO%0vmO|{h~_OaaEuM#F7iBc=xHQVy;T>At1Z8LkUtMl6=FWl!dUhw~|!DRP6 zv(xuYMtbqAdiJj(FJj%w)dzhqIwJYA+A7m5Qg{<=BV| zR#z_1`I-CmplZ1D`g7ky)~`=Iqx|5k@q?q@dS(GLw3jYq&X(La-@N$1=|k#eabY!S zlTI-7-`~UTwIb7$DwbJwRyD(25q)aQE#YDaUl|9u2&=3Zalv-Ql8#$x?% zN0XmTFfTqa+w#d-j{H=;4^=geXR^Hue2N-w|=#TEFtb3G0i-%B<&%S&#Xym)2U7{$pMoe0nHC+#`Qd%bUXeXTa4S&m2p( zb1x4ks@0mES>oS5^NauCGaikfeHu4TdBoP`YINBAD?I6V#|iB96v~PdS$770L$Jn% zKeo=AXJ6_Hii(^1FP`o?P2Wf?WN+jm-Bo{+|A%wFjX!YjNf#DDz@ss;AuZF)A_*}#R9fx zRo3P+tvJk!FYC{I7k~PXnAhTTH;y^!9CLKR_c$NQgtZHfoLj6Z{E>H3z^6rPik^Xw zMYd!;=g|0dmx8*S#!io_tqN5Rjj3OJqAWDL!m{TW*5O!F^UUR3@qFo8^l2HF6(6(3<>!>37y_ej}z6_qV)oI=?TMY44LWzoMe` z4ZMzC(WsTIeWCYCH`B=KXP(~f%G>|G=7vpMvaDnJWm7giWi~xywqvjT%mQxIEGytS z69wJRe@i@{kE?nsC^pe|FoHc%+n>AA3Ht(mF6|; zq5a-=LS-Wm*X+#$mPMjoHyTgxwgp7SmB%cP@K>fSo)t97lH?R)!K zr1qkULGiEww z?O`6E6C}A$7%>vRJ<8CRV@JA9_-}@jhm2$x#rqn#6|Uc|`{ZO*6fjj4OtgnwS(=?Owi)J1YEO^MVqktub;bq$j5A*DG zGtd0B@?Xq~5=iLUaZ2=ht*-jhtD{HE4_~WnLUH4j*A3*GQu+2=c zOKdM2)v3mX{WnhVP*c`TIh%4{YJuI$)7>hUy(cd{|MiRs(*q;sggcDeK+RKT$gzl^ z)ftjU#I=`kGI%rXlt{H;(34>h=WF2p5H>BxruUE0%^$BNs^xE$t^;k@dFqug)9TTE zE8!58HfgP%)QBJ4hsq`-f_rP%x7{!^wvWv|TQu|3%lxNbwio@17JPp1jJN2=H)r>> z{Muc~`DOpy>90EKU-#5+oOGFuYxe)JeVm|K*B=i+`-;Jj_)j9CoN?@f?= z^KW{}vc50d&wUXO7XejzKh)r66noa^{?oiO#zp^!TSv&u;bF( zmML}N$&=KlapeU|-yKa~nDh>G9Nir*TjNLfxuR2a|E&cXD9-<0Ag-eA@%^2}v58UV z&#*T5zT6LPto&a)=l`{DE7JvD+^bkt`(oy|{CSd$1#=k-wleGx;(!ckGDBDO>dDt{ zOq<29Va*Y7i+<(@rx**KGVEX~%-zKCYOUuh0b9OT{>uK7uAE-A%u7rxJEQxL_>WCB znkGL*uZMi>sWr}&Q~$bvU45&N|4zO6*WDQIq%p+kGUUlHfQ~K9H9HJ$Ag)`jdihUD zs;RLlUxPIJfnMeZYz@~=%Nw0?P&n)xAKJ*UcinoGiM_jo-L6G`OEr73SZ71b?mU#P`?fDYnM>3}##Jfp@nFKRCu&z%5_J_S))Bm0HaU z$u-6wz0db>>^RFI@j4gW5V3BMZrlOs&+XWGl=1D)mnl2qD%!w0AG7SJ^=NRcpKQ3_ zr`ejN=hNyQNnME5a~MHm9tAA$qcG(DXw9D~u%RaK?W&c9EO#uJ@?;pz?_8X{*?XV6 zZOzp?O7joy5_Ekz|5{*)VWQ;r=@*Z`S{>HYG3&P4oBz4L*Sqq^e|dB?>)|e;C~3ih z*@6aqY2eH(_TZQxWFtt#zKF7mCib!X-M)`|l^+}vEO^YZgl<`I#yF?K3~+A3g)tTDa}LL*hf9 z#{$rLOTBE~=STb2MP53~eGt4FKww89#~p@C_m&-q;Qe97+U9#~yQYE7h5X>{lz-~Vrd!W2nIN;Xpot%1kyXVec z@IU^XZ|#x;waX4vT+2i2&BXkDwBqfblAVuK5AsilI9=k`XubTvXZ9WbjgIxRnVSEZ zv9kSLAN;^B>49DHgFM3mb%pQt0^1JrKo{yglo3C@?B~POs14TXR?82}4SsM=^TQv; zcj;;u?w|L$@E|YE>8F1BGCQXScFqYlJ-a~jIR&@$@4;p(WfRw?FAF+$vwHUx(A+-Q zc3FkB)9#Aw-x1-gRq^aa<`>7;``K)*FU&TtJ{a#df6=r#=S}~GI32p=n7>#&`fAwI z%w79fWyLu%W=&-JK9lKj0r&__kV7EJXUC4CQ}aJxzPe@BYzy!L0>4J))QH$QWcp2m34EM4b5{t)e(1m=kyvmU#(P+CK58tAOx*UFaaqPDw{>2>`~on#FIjSEI5e^?WfB_UHH*BYEpAGjP^ ztnr;uD0$}pR(&1g_TJP7%zr$urv4AUvvcX4iLJK1_l`|}olh9W~Yu(hjK^KF5yjxXQQdalnOpB+n-#1X46KCU$-@# z(3!YJn7a$S-0$dt;)+D6BM0tX|7FbKB3XRqw%QeI&&sO*Gwr?3q;)?$ZE_*ICN=4j zw(8=FgLkgAR27C_j(Vf1HuJ)ztFM>6Ig~ML=MpBd*xLb#zRu>%mp|}5Y|YeQZ#(C` znR|JpQ1i}x9~*_TrA{?I|8U6U*`)14-P30L{oif4CUe6c{q(98`;)7d{Z~?+@uy?i z{#hGWSyrj_&FkEp&cnvm`jrRdHbcum9-qVNE!Q8P@!84i4PH9Z1v1TOhvbjEIi2(S zj3f9!jQ?immRvN>{MPgEz=93)7RrDQNpQ9_;GHk9t~)y9!ON6)aVjPv%>VUkUP^W~ zK4ktdH374V{{}Foi&-6_GLK7>s{=So&lX+O@iKbn3IUIjue<{z>1E6Cf6eGB7 zyq)xR=+uB#-*|zoe>TZHl6$$xm!=b4?fmoI-luwXt$Tgef-C*Z%IM4W9ij2QuYS7~ zt3A(sV${Af?#kY%%g;77ZFzEXacY{^D;^fM)~!6P(CK}y#)Y4=GM<=wIDMVQbbeB6 zss`)4!`!D2+>8Eccl}vc-15cN{A*GfF1->wHEBzj@0v-=D_%=3IFKavy*PRIy?uG- z0~Xo2&eY8Qym0repgm^3vcAUemmj@Y1X>Dqm&c}E+*r8vfJu$h4*m3HJ5x4nu5L^} zdB}JQcm=@+u5H%mulU;r+kf%-Ykq#qMdRFWJ&m9sRGjmzyB&1Ac=UXMYr4+ejcHDM zZswF!FE}!*E$D&e9s}NYd*9lX7Wz!ApV3|^Rm*eo_d3t^Yb+b`X9v8m>uYL%wsqbj zpPaUriOo;8a0K!C1t}EXzWQ$Fn_n4HD^?{K7-+1?)L;Xhw-5l1;q2{G(;vJHlc<=c zW8-Z2K_;$(&HT05T7|dWc~{H7)#+ccHjH>vb?N-<@4fn~_3X>@yEj$-%uT55-=3+E z+`^;3ZugqgJBwaQ*as!p=TAHO^nV-IV+nr;#LQu3N4H4Dq?Q!B2h1whjOHaLoHyLS z{>tk4oV52mubxl2nRY;-z31kei^g})OMZTO=7~GUn{rM^wUbV&-?w zP12Ammf=&mW+cN@&DUuAZtvVQwa@D~ziu}ceo>gVX&$47t-sH7?Oc2Cx%_kfnT150 zFJODadGs#ic=9#!x0v>ND#bgd)PYB2BsV{IER*HqqO zQ#}^6+1s);hLh7Vw$|{2j?{>oOj&N{`SE4%ffl=`)1Eu@aD+d zFDy%bZohoFqv>x?(?^ZtppfWmvc1dia~O1LlV0u9nJ-@^MKVa8_uTMY+C&umE@-kOQi7N@!iyh#`6an&~mEiwje-%o>dWRFhu{ZL~1KzklL zXz!xJjbec}f^SYaSv*^&`eJL)qOCjyv69pG%y4*SBCot|OI+A`>+0rvJprk|4zGNZ z`z7kuz0B6nD$PerO<%ro=X;aR_ePifTZyp&FKBJ95r{GW#!ln+ANB=aI-7k4+-arowoS1T@XydrgT;j5KNt&QB55AaVg*_}Ewd(LI=r#TD5b0%!M zcK-iPXLFPC%5P@B1zCPevLsL2vGCBYHc)^;TOjM=a?bm!C;v%W@DS_=OO9_GW%-{a z@9@`5Kc8UuaCZ$`H}ikJ`JBpJe8ybg#8}z;njmL*N1xyDp>ytXSKF77O5QOwlYcUF zn)*J_uqY6bDPUgbKdD4z`SMVicP6z`wHFrgI;L%2c6*({?V6ka_AdEpYPq-3@0j#% zfBrAK>@7=Xp6W80#QCadahybA!Hh(MM^`{cPjks2wwwn?%uKr_c;{5o5>6R5cD`oj z_JfQGxgK|4#(h#c<|*smw>(q9`_sSA-`6L#_gr|I`o*Xv_2=i;^L*pEroF6}-mBuh zGhA2oU9`mN*$Xn=q-4^hdLBOoC5kA?rftx^&z%rn{R+kAQnXRPs~2L_K5bS`cJh3Df32MVF#`6cD#y+0+VT`US@ zWGwjjWZ2t(yz~&Zm&tt8uI&3~`^2;(2NTs+9eniQz<0=@^z$BCfDWafzVF6bbNkrO zKSIIV4E>s!mmg%zEbyH)_mq76r;xo_r>oeu|MZgj6TI2&quxB8pZ4d@>76c>-F`^< zROBQ3pR0l=o%)(kEj07L2vgX#uS#Ysbbpsv?Yw(a!FPIs&>xm2{^a>$oLjvoA6Rz3 zwlVwTWj>E2)t@cTqBvB4E#$McI_uHAciF*;9XYJr#ZMVa66UsD24ArGVe@pGn?aKQ#kC-}G)tay8o-$kWFZ=b+ywA>T&BH?G$(`p5z-PTQWT&3j*9(aD zepfEG(T~~2;;NF}gp^$q)w}(^8GL*B{m^ZpS>9{?Wv^vUkZ)I#e^4`FrOvXduppJ6 z6WOcJHVf9SO)#99X~Cbi7IOLVwx?SA3riOI#o1JXt)BNef#2qb$(tHWUZxZ&3ws~t zn)`x zM9lnRaYN6)k@?|)#)1b977QECZjzp)o7MBF{!hv>#_IP`uf;cie?4jX%<~EV7hX|e z^quUmbjIce|K$BAOfGkKeGBs1+EO8PxkZqJowuc#^-!b2-Tg8Dm~Ngk0be^DbH?&& zzD#WH42=Rv;K*3;UyFZWwS@8a=?Q8I_x5sRUif!*f?AJ-MTShz`t4y`Hs~Fm+zh(5 ztWdJAx$wib7pu)a?sVC0#R@(vqVe$qhAn1)-(_aS7jG&*apc`H$K$$s-)6fd>v(U= z*FI>sW8T9Dv&#!PHy`C>7n!C|Zz0*E^X~1Rq*EepGBPH7$ND2L9;)I!ez5T|IE^~! zP5%98OKUvWzP`PUCy!);^BwzvgI~>aw~HG^2km#dV#PbHAY)}Er`e{@-7DR{7<}{m z_A&I?hJE)=>`IOgf7GDj_bXQ@YQM>M8$Lc|e!f}k?5CTVpC9!3$5i>qWDdLWPllaS zIG0^qoZU9z-hmX55c|1i<_Fi+&Tqb^^Dy_F%h68{8f<2?I`Ai-cV4jkZG2Vkru1oB zPwtjFSDSX^pyT6&B}=uVBIZA|uqcp$+Vb_#ft-v5Ki`4o>HDr&Y(Jr*(70Cfch;M`O1t0OIsI{J9P5o=JX02SC@#^OJjvT| z_T+v3$?uQGJH?+n68pq{UjBA>DH#*qWBY$`iA}p`@RR%ZcD=)y29x>U+?k!dW&cH$ z>nATxJ&;-Oz{H|JN=Cu@he<<)C9lZ?#S4c)#N`|F+Z+rl zYu}v{PGZUSKU=K7EZ>@cZt0yO57#okw=$O?=}h<*mzePKhZZxof^Ku$Zs#!VXQ>!_ zznY=-pUwB-ape5_O6IM0zsq(dQb!KHxAc`MEVyDJ@m)+iN@989C-D>4GH2{5{>iZO ziRUG`y1gei{y&jf@WjNTNJ?hnzHgJ1Hg+oHO;A5AY-X`k;=uLO4Qx^|Y$gfyk{1^I z-OYHGqgi=M^acY9A%)-K)*Ji|XS;3yU$R)~GdV;m^^v!>@bZV?AhqPZcK<=Yj;E2V zp64>Y$i-?;;}6=o@BcIJ?dz#twt7tbxBurKt9q59FTwW3{f+y`0+ovPx7ChJHPB-CB7kM>xLOLiLfsW!>eo(Ne*?XGmf}M58 z?w#yddwxOf%DpFQ&L8B_yXjmc_;8(%q>$cs?O9o7s%`U@HR^c!{tFk|T35WzTD7_m z6c7(GKqqRr>EBB0flRwU3@p)mS%+n{umTdZ3RCmqk4_839!TQIv9ZtAg8UJhT`4v|lBt1GI zJ;SF4a&(7|{5j){deieFR_A@b-D*8+{G9RZiKfNJR_ATORk6qn>5^oIX07Sw6V_ff__?8ZzRb~3wZxB;i!wVGKR6Ot@JPcV zanbq~)qPJT=DL_xgnzwz>-n5Nm&{+h-2Q1|q11-=tSh_M_}YCv{p^F%f#n&KKIDQu8mmzlTA%{`a=neLY_Gc zmtQSCdCWLr{q$v=^BI4i-pYCW^Rru1+<4}gu=$BGtM@g|{B!gv?~~5c1w3o4*Pl*V zzt*S5xP1NH11XP;WmwetnuHr}eW{)stgY8B#}+-`vHJe!uQB`AYR%TV$)CLc3pZ!X zeeRzZxLJLkNuIEtw!h;~sEW|KjprMd`x#Gqu*B2AZK8Hm#B#+Apn3a>*K<#^m&v8E zW=`?E|L_(wN9W`RM?4E2saUYqtni%|WZxs7#W^Fs!kqWX!SLz7V{aH$i~MQgPrjeO z?Ctc6`j$GAg{m#)T>8vdv;Y6z&gr}!;f?dbwgF!{}4eyv|1XSc_OZE{WIkIx&vnf$4g`hEEWdu-a11D?eRKJTI~9@@pT z->MH>ke+5Qv$Jhm?Nd`0QT~ZdO?du88H+-`ISsGl*7;`CZ#7e$b8Ou;wFd{@uk%%A z_nXD6Y!-F#kQMLq1D(Z?%6MH}kfDX*vw3HX=P;|EYZQKdfOE&|$TL4bN$#;;_fJms z!@j9An5=FdHhHnMqe$Ot&LVGCVd445{+VRB&6jj6xTGM_ud*&9v9>Lpb@Mgp>E-u+ zGH#mQdf&)4byAhC%WD%z)UY31`M_mD)zX)fteiD>Jl`>!?dkS6=~F)({~mr}as}Io z!ZQb_UiiQDOEUMh%mjzEB9Xe&!>VI8&ym0Dr_AX$i{Q|WWV zgs0E)4LH|5)ZQvRD`Nda6^lZlISSf4MC4OcC-{~W|1HaTZQ9V(yyLV|aQlu~XC``hA}zdcI)+vELa=kuq33Sy)p3ohwMY_{+_{~P7!6(iG%Vl9ANWlC<7PQl^?JE0PXyW0d7D4V9T(Mk6TSRQqCxgv z$d$@vlN~IaZyAVX?`u2>Dr?Wlu%$Pw|C=S(Dbsyq?$(5(D|T;uZ`waCBFKzmwxjp`^-AT@4A5XY^u5LJ$+PUTS%STh(CFYp&9NW?jDijMO=2ZF_fG>;O zo?4XT+Q05x*W~nbO~&a5XKqgT%c}RNclTENZu2<3X3^%%17A#d{g~Ch%$&%YezxhO z=}~YEz@4_%{2uro#^YAA(@Vk%4&FV^>!aoexhO+<)!wMt4A!NqT&HW;c+kiV#It&-Wpzepu(dX}RvF zkZQ~7;H$s$q^8{J-aF;m>=Snk3#A^My%#$3M3wCQN1vY51}dmE{-P&;&gALgnagS{E>EeS zo#`eu$CUS2Xc=pF=lKFDcpt2I#*^2Y!jZc_W=#OsZB`uNHisUp zNi^_F*N*V1X;Wu|)=+02oK~40GxNueGvEAV*wXo$joS}O-pHO%8_eacFEzJm{+@?z zYzvoP{IY0H?RT5i|G2&x-7G7A^Y#3%++^YPjuLzR+*>^7X}@^!>E*{CpYmw#UUslz zMj9*kYtznBF*M;uLQ9?vpWxI}Ij7?|Rig-SSRTIDXFNi3JZmb`+?@ zSP1D&cvmgTx%h9W3eUIc6AfYOvTcqHrBh|&5-|+gV*&VJdcxbbOp?)t<%ff@H3OwJYHyZH0c$kW zVNzqkLx&kB<74hQ%&XvKKeX#}R^HN|Y{K);{+(cMFcT!y%KVV2;k(fi#sk%|mu9d$ zTs?tp!iU|8XFFQD-46XIOLpacZ7RcQT=^JWmGAKRcBksYCKVqgDZdtO^+T<~4?l5k z*em_pe9klFCx1+M@0HC0d;H^qn_Oa(?+Tw6&;uXxJ)QrJ&6ShB993Ud`gvUvfoe|t z%lq%gJmHJ$%_C#h<`&H~y0u&8V*(39bqUe5XEbh@45 z3I1$<=I6^d+H=pjnChkw)37p1A*Q0N;Ni`KYrY%pa2`_COjzY~g&( z+J_#fKAYDhIZa7$`PnXp>YHrO>-I&3ZBf!yvupl)I%Jp5-%}ZpzYUDPWWM=*%szd( zb9=kyob;+|6IsL0HhnyHR#bP* z$nDX$n0Rl4@N45aY~g;*q0e9XpS9f@FfSx)lgf>&kNe_(`iteCJgC1?{H$^R^TapR zftRC-f7iZFSSMXCReisIok`@MIr*wnE-(3Hb?L#XOoLy~y2P$!TJRz&K%<-*bLsPMf4`c~_#!{K zwmra-cOBR>+81KI0^c2*cie$Lxn7Xj_HDztB!!Y$g6!eF%^Ty+afwZ~nDH1Cu zK2_mP3Ulh*w$BevRTez8*>TN3eb%psKFv#;*Qd?;m2Z5Oqh&SQp$@CC4Kplw&kLk| zI%a);XU&X*$4@$1rYafo9-CxtFw=sU{m@kA#J{|HOjmbrwC4|r_iL6vp!9b6M*H3^ z2QzPRw9IBZWRbWoBXQ0$!L;8;qx1KG$M~kp&s05hYRP@Ogzb0Wmo+&4Tld{mXW_4q zTF=d&dM+%uKKtGKNlyCA(T3tL7{5i%ad3M6M0HEAWu>{Q=?B5T5kDW@eN_DIB7bD> z3v*@Byjfi4-mTL9f}pEP4wZtMBy0I)q6}R<_a9smUzKur*0GfZk3)78YOUGtxPIY{ z)y8dgM_uzOOg`qlan9XzI8!%_GvvZ)xnp;pzBoLow!phkP4-vj+t*6}CM8X&KlQ2H z?rM+Ej!d2chB6&XM*e2U8*Y%2}*tbt)H$U5KxH-X<`?b-Y1eR=QL)7MsR)VH*rQhTU%L*0l zSP10FaG0~~IqG>Qve~D6Q|qiLzRhe4fBFSJc^;5tnCdB)F#q3|?R}*ycTU@+leo{~ zrN770uPM5c!Taq#+X&?;3*||1ns>K=0;A<;T_LnbS=_0kZrtm1$W-z4&c>5Ra={l` zZ0Da?VC)fbNZ8PCllr{9&&>XM#{|{K7yi6pz*Z&od;7!!>4^oGJtSUBtxqs4l$xgq zZ)BuS+Im|(_0s=2)83ha?=0yx29@w0HM?4-R6p3c#7fhT`P({?=`m*$S1LW^e%ikA z{d8;HT4&|zmlLL+oF^^yrDj82Xyhr^e`YVgJPn3eV_pjCs67;Ik@gn=_n}gLuJ*g8 zUOPEv){-hSzZPlrL%qTer`dm*`DfwzC;qi+|7V}?aoLfn)KmXWR7Xvi_dI_dvm*2iAHWvkcFHM-dYF>i><7dkazyDp8 z*Ey@`_1A;vx_h>OW9nnn2T){#PP%*Ad)j(B|AgeZ4-#xEo~uviH|uMbK7O$G@dLIm zroS(}+?RiLd6W8#cgN~H|2|pl<7@acCf#(y0>_s;857?|zPNl`<*Kl~L)y}%QciQak3V5fDe97C_VSKgk#jRMLm(?MNb^y~ zU%l4LM?UT0@!0WS{HZA$XESRR@6`PcW|MiRmg~tYh^J59kWjMex!L=9TRID8{eL37 z{NkoUsUJ+!Pfy;sKVsg6e@T^2pUtPMM_zI74>U1*Tvp=B{n}83ExYoOp^58^Q|u>9 zZ)-^GkBdHIve;Km&N*_!G<7-V9CMw&OJeNPwf&M$Pg(r;(*3HGpR(-w)$iJVe{Row zkgb2^WvcD#>sxPBo1AIb^Jd%PGf9uKuRh=WcH5D+i_cfQHEv_e=KjpYXtlx4*|-I~ zo2ek{VENd1{#^U7oj+hOw;EC2gBO^N%lFl=&HrTI74M`ile>Ni<- zK6`VqeoMOIsnfX=6y~=?zA#HHnZ4ldF@eMl8}giuTejL1N_(}etZ9f@wD$E%-90`x z*e+#E?z|qLu;yv!^#n$an>X4-Qr0M1NpmjVtN%%3^_z>a6aJ_0KUwrwD7a9ys}DEAajMv5t>X0+Tn5t2 z{$A|&JI=Q4K6+J`)P%P$w23$^yq$61?Zx-6>F?G3JNHt`D#jS;BPXUlSmN3D&CT+1 z{omev_dO5L1lqpJtl zML0M7wq+N(HLd0S=lRF(m3t{pocHIRlh^4=g&4Qxnzu4}_^ydfu544|2!@tCpEJy6 z+)sFPdC9)LW-~2#L6%tbK3l(B@W|;*2KLJWpgtGJ7n5(#6$Pw(W#_tyKRo*BJ*Xg9 z$ayGgo{pagNAOREof0u0dKY(}y|-_XubQ26=Ov`p=&A|xEuj08is8KqLOX+^Xqo?bW!mUxv+a^7mk{MWp*x!8N($vx5^=51g8*1mdX!lW9v z+)uNuW9QsC(KJ`@VE65dqPjij4SsT`Sf4kjeEx~CXzrc8OpCkQO79*xva9E@&W%E` zHwwbxb=Ox;fB0$By&2x#?~eT|*H#G*)^+_B^(aeiDqHlIyX#*UN505km9uF1#&RLO z@4u^x-)!fc+jcPT$U(o)K|WFu2M_s~^dai-ceBqfxv2J+XM*RKD{8{)AKKg~lzXEf z`JL-h!(Y`UjK8xzn0fEDn&dq>==V86XWj0m)~5&iK7+?t=CplIxV!UDp}ODVg!O+y zb(R*+VYfclEc^T*--FjzU$K0fz8ch^vP%5_ex08(Pni^(vUD`4XXDGi4A!2S6tGVB zjp1hLZ;7^Tn-h*lZeZRfowQ$O`?b28(X(~^4wO0frxr(4rDYs_70aJ2|M`(Bi`a6X zOZH;kRkuDqxszod_EKC@_~Q&gR_orTxvmHMHrxZvb5%Yvlwmdg$q>1$Mw;pM#jP3Z zoiBif5jAcUio9vq{p!WRDxL`mvj2RVW^!_>Jv@Jz?}g4E$N7?u8!jtIoL>bVtWpD& zP{uMWpqZi>Ot0@-SQSeCUUaFD?~Mg}*&Jr;2U|47<5liV_^CX5`qlDmeZiib^Qo62 zvOK?O=-vAM`1ao^w;yee7u&P^U*?q1M0~v%sjXS+7~H)pL;VQ_fha+sqNst$nyhz#R-3T4el6}D@Ih`)UmAG zWMux7RlKo%V|-QP&85d&=P2Bk_Lx7J%_`37es;gYjZA?zIviynFLOUR>2ui8U^4%N zZcE<3y^B{%-sc9lm?4fzVf!tlI`5?JDdV#h>)zzO`K`D-C}{nhOWad#i~A+W?}_h< zPI`HI=H_z686S5{OLhKNead)BK^U{y?upFSXB+1}JdEPKwR*RhUq&%|g&CD}v%gU4WPy0;MbbjW3^WG1Og~k(v?=(M{ z@LTo%&i(iFzImluFS%g+XOqq>q4c@a8mIoq_#n03(?D!rpX{4tTa`fTIJqMM*i}_`13<7`Oz43ka;h@R7!4p3$ zf8_Tf@y&1FH=9(8|9<;Ce7eR=aOXqkv9yPM74rq;VwmFF74 z)2mYF8cUyldYkLA*yqXl=KAl_vm%y11lu+7@;9%vPxhbsUl@A+%zJZM>G$(}bzj0c zwlV3<($9Q(J|Jz`qt8Z~)6=9qc3k0Juw6#V^2Lg_*xowa^Nf0-w1u~OOm1XL z^*qT2w=dYL{hDWj1|=$YRbE=mEjYaeJgjs%;e6(Xe@yumXIb9IRr>z9kbU8w?|R9~ z4cBcXp8pWlU2`2g0}pPDJ+bm$94HoNwr4VH*XM-u;5%ZN>z7V^d-ulf3&l;@ee1py z^?g%qa+jM^l`1*EO3*|&&nEYO`b5iJXHGQleRhz8DGW3rT?rXpiI!KW<`h%6Tbz)e z6_NF@P3>B`1?XCr*ZCjZx0ycLX1k&Aps9Ul%S86?+F zw&Yl`(i=;`Z*w@R88+xGtrIKnTo@j(<@olEjc0my{;acE5I?0y)It8(zUikm);>SR z@{@(<^Sonrp3C>GpSAGI%a=8mZJ83+HyRZ6fIHI)Z!970)F1 zT5Q=5&0|jd%UZB(j92II3o|7E%yic?NJGbQF=(x&=H9y7My zgNzpK@SL?=ZtnVuU(eapgqJ_`xKXUKX8(ctQ>sHZX<*zq52%&%|x(>lazf)c@-f zJLQJ*%}tg3p9K}C)ETC~3fJf<-?)Ddn?liP*RtC}iTXnMTQ7HITK0HYWT^DaY}byG zSP!0N&4x^~Uh!PWVY^F6E!g*ghed&kjD-+iM^1EXR=xg}s+qRZ9MZp4q8G;9wrh!N zy}N_w#_4UE+oD!iI8Lpu0`j*3{naB6cVth=@EhSJkpN4ynsKE^%p zu_#cJu@L4v(Xu{GYRmpvnSa`id;f2rndWlHQ8{tW{qPMN6nQ6u4%ao7;WYkv;N0Bf z;pz7?l=x3Ad&}C_!t8#iQTbuR%^mCXEWd4U7UH_hK<5-bZPDnJo9n_pd1ssO!vmcK z4_qt~*xrYFG=B?M!sKLRu__55JtXUN3TyQ8nyoL+Hp zYQk%_?8%*{3&0Dk9LiJoa%^gjPI^~oTqt?q_+F<5ACFBIriJX)q5NhX`!g5r{1xYN zOJ+iq)bF^->o4z(JGJ?0P1Or~$RdL0%3)hJ*c~n`cwjN(B&e(PRNu6->FSH90}i06 zM96v#nTCCFts3RGmz-RsI8W_!1B-TQ&;?=XBVtMVS{HAtD+}_? z;&|M%b5ZM8X}=a`^+S;LGs_mZO`lxw<27i;C*MMlZw?3hfvubD*M6EZ>Am^p$GS}A z$@+O>DqbHq?T);a6c=ji(>(9hbd{u6?1Cyv+g4U5ypP?##dcZ1QPb0v`_dsR4!HlW z$w;heI~lJKJwFlDYELoU`|r7NRmsXn-20_xM9lA;1G<*vtN4z%`3L@0)i$wBe;w@7 z@aNty5qAX{Q-Nb=-iYe1IsZZC;fY2_0us0H%zW^=(x#vWyvj!bv}S>!CANP5<|A=4 z59)tA=e4EWSFE?LJoody-TkGKd&K=@5`Nb1emQC7n!hIB{ytlAt!Ta5!(X~d%k_*e zJy?-xpf+i3Mq+GRI*0qAV#pGxb*Gnno4RQNdzk$GLxvgNrIJ{-1XL*3!YEy{_zq^E=Wk=G4Q9=x>pv*6C7 zygq7mhZ_r?I9ND2<=xNUE|GQmsP!Gk`@OaNnWvOK2Thp!>;2VJ*9sN5EqB~0MT6U3lU9wc}|1uwAriUvU4VJ~P0gW9p!vpj5wM?PQD=vl> zSHA-fqJv$?w05cC@w+$XACu9aez5xCAtgJ_i*x%8A2Oa>zA-*%vg?{9I@yu?B_Dpd z8Vp&dGI?G2h7A@LMKWii@?-AptZC5sXK>RxQ^rR7g(UoPnUL&U6@k-05@al(PDviNX(0bQT=>b2rTS?ZK@56|D1L-o5d? z$okXPBbSrfH70vVa1_~pP%4b>SsNcUTRCps_btAw*6(Y%v}A70G<#p2er1t9DX!$X zjiNeglX=?@`M`QcGgdy4_G#jtEG?+C{LsYUhbLBU_{Wz2!#A}q*_*+|d#?W9WkLHb z?>qJeSY&DR=y!*2nDGOl-}uK#+m>5LzALZ3mTw{2H;2pJuT?qV;nMiqQzpL;m;G__ zYC^*Pked!C&#nBkY;n7%C_~1CnAc1HIF)TZe&<@|hWd}m?^P8}?Q1KE|CO+}f6IR5QBc{!Q*plY{$)lkHc5KO za#dVM%#Y>lzoUF>E`PWrxaKoxVZgorJFaDha6SwucwWUkx$|;?-W&^YzZ0#ITdK^z zEx-8cbf&?_>Bn#TUuJsr_Vda#mBXHs6HESq+et=qEF>ZAq|Bvmw!2<^cyvR0hR>X~ z$q$d5-0+X-`f1@C@%sK39%NM-{oTLY2I5Zx(4>p;94_$akMSI?*XQ1D`z7t;G$%B` zTZUU5>{CvKHQKhO+vQVN{hg=&+N9uNwAaSxk1FF;72Kr08hrECfBS0j4#(a|F{keA z1&!-#*}M(IBX>Uj$)*LeBd1Fkv{on6Levjr4XB5@f76X$JyNlS5uqQz>k2|F3bp3s zJjxe4FM9l?W|`658{*S1xE$J`Iz4WcS6SQ)-G2tp6tCafBOL!C;lecrhR<8RL~Y(@ z9(6^Ju{LeVA7mPx z_wjo5g`lx96B+K;=YnU<*%+dhXgGCtUPjX1w&I6Jb`~^kxpVp|Czo%`IzNZX_2KFV zPJlYDVt!KG$-UD-?X(Xz5089qfwX?BGWlz4`;V98fo5*O?&Z8xp?^5RW!v;bgDH(W zxSBWqFF*W1kW;<4<)hJ2P{}Ni_4_Dv{I7YX&yU{b@6T8c@LF%QJKS0D$i?C+|MQu@ z9@;cp9-98y=kNB)v?B*Sg+ps*?`vw+y*k5!&(FpkQjAsSP5vtR_v@K!kWdF*k}}8O z`S)H839i3!t_Nqd)(EmP+twL#om1vLC$-|yg0L+Hc88znPgn~bS?Ha7xah;zG`q=` zJm+LUbFN>-cl0$K{HMir?nIORqJ%B=_F%oU*dEWGEvlo#du|S5D%EPYpYzNU@%2GP z`o&UnEJ1SVOSWD&<~7+lEAzmgtYwU!x2Mkn&&_XcJvj651D^`SQi(k~JhOHhO_YC- zv+5!ELK92gb3E7l{36o)vUA;hm+iQ@uiQv}!Q(fVXQ=gCSY(42pKjP-=&N?*8~5++ zafb^*%NK3VxB${qA|lZuYu^S<4gm(F{6@0k{p zp{X-@)`o=pnW3WZ*IeChw>olvqvF%L!lkd<57e$o-O(ZRH%;YGq;TRMm10-!*XAs@ z>ONkR&fg1Kg}nEq{7*LFkJ38dN|`5j-Y-y@V<~jbA)z?$@2WYMPVfD7viDBH`=b3p zu4VyCzZ|^1{Z7LF-JFxIu7BU@b#QgpykqyOBN?lwHeM;e^St_3(0oyaW}+Ij2D#W&`*jKX{u$0o%-xm=($$5Qaz1ofETqR#ujXQ||y z6_+Q^Z?^H$f88_LcjIB}7xI(;saELuiY?#apb`{@b@=20%t#LlU^HzFR#P){)7R4HK8V}ApDxkle zQNt&BLHow%h8Hg1n19USg|V{mIR;-{;d3m%{;^gXT`f>M^JMO6c0S*_1HvJT+pfR= zzS-{Z!h&aDGj6vB`~EIib@1Q%Wm3#5@6XLT)zQjb5Zv9$ef&`CgxmV}pi8iSUQ%oE zpIH$<_imZ^xmNDyhgyph|MFJERGU9DSywCZ`SOl$_RBTdxaYGydtst1rYFTM-rdU0 zxVzqQo(1oE*@GY#oKW;#b?DVW>-LMEz*&4{!NZUp44bD)F8G>dd~#{PgzI;E_qH6e zJMsCAc)Ivx=D!BtGFR^XaaL&BJQbUjS2@0Ive9*An;Nsmuy;E1!t*^LJ2JFlbVT*$ za2fyXJ}rGhc>co>3AX({aV6T5>nt1Z+Kc+NaxXvB8vKw+!0bfW(kF3CPq;o;i;$4| z6E1yfo57<3b^A7G@y6p{bS+!L4cAb@9WGgP`>}_N1{x4yB&U{z6Z633B{;|4=_EEat6I$1c3)${JzNyD$M}|_* z*1zDXOwi(r3F^YU>W6j}S4xOo(Gb4>nEAEI91d~tLV>5nN-=iIhn^ZM#r*5#fUc~V zyshbIO6en)9Uo*8)!y&<%=~1+UzW=n!ku5$OtZM$549>kJT$R@F-7|K&NpJSUVnX> zUTC23a7y(LZR^a+b=+!Uc0GG7QhB_~mQIbU_TF=B-=-F|O^@^T=Lcllr+IF>0}jFD zhJA}#OQq+jf`*Mw#vEQ~z*84ilPgt%NXvJ87(wX>)Grn)PH^rT^ zjg`?~vP1g!(yLl=!Nn6#9#bo__hG*O-(F}1%k*D&5-%$sxc4*8Qd{4#>3PhZmp;Mn zYB8q5deb<=&$WP8WTw0}_OaXWd4_t8|IC&hKCkYEpKH-hKQz_&;V;G~d!;|$(VqNm zmDyU0_aDxFJ$xhn*e(CtNA&ld6bYWD%Hppz{rW_%aNpKK@lBv$^=plU_2BLNpGl=E z*@v(B1uC6y7wE)TimhwNUH?dG!~UM^Ri1A9da@Us++FA^d$8bYj%YmtxTJY`2)=kj zK)tZn=;I?(v*UY;3}P%L*2(a^&My!wyVLu(^2Wzc(rco9n3pflEReETc)cfON0w2K zWFBZ3;bF>*lhP-I*FQ{&D8ILQMb!Ghmxnfa+!X0Nb+O=S#*QMBn8rK1_}Uh)3EKbv zB-`PuOT>SNbiMD}@aNuz9Ao>9ojT?l(``H?t~aeL|7*gVB(^)Qd)HT$&Z?+)oBK+3 zWLfpx1NS%M9GXDZ?0;AiQ6BdwXJQb8W&6puEmJQ)JoU2RX-PzVv;8NB**fe(>;5hK z?As*0vCEN;b6z!Z5EPdZ%mxy{OgVypxQ-dF#T3NuV^=5NL zPm7wX+~nCYX^|7T^mjhb(e-=O*Y?r@wCHw9hges1kpJJU)_EJgn?89`t>pSHvf}y0 zGaW6fm#z9CSHa5tTWw*H3aq~*bNk8ErE;-4lT99;>MVHbvZF{TCO0Z?TDxYk+vK@< z{--v_HE&h(^5|w!f5h>ZN&L0xjL12+-^}Ne= zrL(^+yq)m(;rBbsdLwpZ>h!FX(~h{|x~fnITyBEe9l^7ocxX)C@Z)6l>0=uU9!Kmb z)VafO$SXzF+heWamz#x7SqmHsHeS24z4hEx&rJn~Qy%J^-}mIp?nMtdS1;dK?#Pr- zm=d0<%JZ+}{S`O0J0`-%PIrWZhDEqNOy+5VYseF&Gxxl@wpja_R;%<3pO`k~hsP#v z_{UVAvTm})()jg{KLvf0O zL-C$1w@tiVa$fJ`*nl_R>qLKgwwP3Aa{5+$_+#>I=kBFn=6$}zJ$L@R`YdIEJSh%k zOVG#>?|S)zpk8z3bM_O7hT9A4nmc{IR7`!tTfGr9VDQ*s2jkkkadS(WPhaJ1`26%0 z%gRHb20Txm6x-wFYZ44QGeG+cpbJo@dj{&HD($~@($uc^@PlKC1&TLWE{NZ$JuB7pMt$+p{X)|{R_9+jXYQ{ok|)LWxCT@dNbIJYZ_uMJ;`#i z-StHM`WaKOXs`1_wtyY+W>HUWc1Z7Nxqjh(@83)7O}=(#FVy{eD)zOJTIh}CY9IY4 z-QD@-qPWlgidkx#bhiGRy_vO5f2G;>Gb<0XNoc~Tz)o+iHWcb+o+a)eKXh2eF<;==nso48pqSilzEs2SD*mlHLYWj@7--Dib+W8*d6F+lW z(4?uM%Nh+V|E0VsPIr`jd%~*qeb~Hf`@Sg8-`^QwtN2Z4ndWJRmf!V(ddUqNwi)O- zKh=LDAKSJKyz*w%w zztv$T^AS>e7^S=K|{LG;5M+_&MvEZtZx0~rskc}zZIlc+&S;R zOlr}}l|K!>*=BXQPFp@Jw*L421lyy_GnK42*B#NSDwL9+zFDSo)0B(3U1idTTMr)E z#ryP72)J|e^pHhG{`oVRlmBftS}(liBq%~b(Yhe+@T1}r-jg{F%@i&uPri44;qMuH zel#7~I^)eBgKyn$l%8H}pO+`E!e{opcw-~WA)_9F454T>_nUGa>coM%JXQo>Nww7q9~@7dh1mS}qd2uCZ0K{BlFPCVz6h)UrKujukx5 zoY87`*=>I2t#lp{HtyHPB3!|h%#}vx12lS?^*8%&ciMOEapo`SSrPLWhD4keo}W4Y zm(TAD>9^YLF8@24e#fKr?xNabL5c1=-o;PI^*HY!{Y&Dtp7TLCU?oSd`S+mww}%;^+LF6>f?yVMNzMVot9qAeXz~!bc<~IA@ES(rz5!*!ez65Sk(xA>Q&qH z&o51yuT{4FP@gks?b!)tuZ=&Kwp}vUF%xk6t#dJFa{je;IfLTYiEpOIo!hc3uHEWb z*1G4lv)Bxm-)Z_0`FHQ{r#0&&J2zZ*k+}Z=ykr#Ay;ty`(vFK}&b%%_8-BDA0pIGwg z`kXcXGMv_6@pCC$;qi;tf2vQtTX=EaYct)3}p`_W&+q$<^&~j}?;@!41Zcsvb zWCj{dd)@TmowU!PM;}+*;`Lo~zd+}Wh1j+G3&MY{@SE1BVC-iwb;A2=`}PZeU%LF5 zerC|&J2$rL1V^0Mcfa*jnjN!G#4rB5m+5P2tk<#z-05hUyKI%k@%0IblQ+tM!U4SK z#`wp{zb&_pTyIPH3*HdsaidV>&8c?1V7ro;pBA2;QeQN4B8Rna%Usn%eQ8|I?AKB= zmKnSSS3}1QxU))@6&!5-4qlt2eyC44k)7e2&bykOJR%~?8b2Stb@{;0%s1zm(@SOv za$5U_8uAvpa=$idK^h7AE&AeG<`>)IXQ~f*eboF8Pu%d>;|8P9w1&m;sTV(XpHD2> zZ@sNRb%|8gn!oGbbu3Mn`zEY%YTAJ<@+{?>BDa*QCNwK;4AOg)=IwiK{{Gre%A((9 zaant}+AcpdFE|mt_uE4_XtB?p_zfrC@%pT}U2(3}_W2>Xg}L7@p4{*KGQ4djb3n%X zTkqew)wrd#c&;*-(Os>((B%5-n6Lj$^&YFQJi6Cu`Wf;4>CevHSN$Q#UA*NaR~L*ZK5W zf?U>s)9dvrR=W>)c)*QfjW>)3;?@O3+jd%OBT-P-E~DsL=>zD+o(J#p=8bNQBejG<|H&D$^koU*xP>n7!Q zzH4qP2**wOk@B*}{n?z(+YYaa^uzS4*XeX`mlwWzA>B>mjpEg7PKoC~w}7{qr(1}m zf#!Xe*1WoSb9x1MrBM2zdB%xYXJikd#7w_LWt^Rh3PJhge)@#Na ztyXcKP?x_Jx9z3k-)qP7?}?nLm8yQZM_fJAd;j@zi;3-e#zBeeR~oEq(vFIl{;>1V zyaH%f?DUo7D=(gWx4LOtsPV>9GNB>pHo?YPl}_OyM>t@ zQo3*YDgjDBMl-M6Pq=h(UT-=R`yt3t3JeNwHfLL^-{e2J-|*iq>FV&>98*?($7Yrt z*HU|GBa$@No>=a&C8g8ghWCxf!S<(b_uDTmkvi8R$j7S)-m;BYf+GJGkZp*x6 zEHO9x@1-*mXWzZalv*<9*X>nzxMhEfoqIlOA}9OVmW>xaa*2t(V{OU>EjKU+btVs- ztDPAjW&7*ahZ}#vlcO^W9{5-!NWB-m)6C|&?fG7=jTMdDjMq1}|81yK**t&Cm%uwl zx{UW9+xbo|e;FsSu;4;~#QqaqV%PF5MABfHVYjEIX|B>`!+F2=HJ&_@Zy~}b!^Q4# z=4$p7+fz*6u4jwfieDQzq4Uo>DN~_`3px#qPJsval+Hv!SKps6G`p@b`JCt4^94#W z7N9wB(2AQwUp3BM>UTR~um07o>7-8C!sW@|QjeR?bbfO>FXPhoFI$)AeX|J+c7L7u z);Uk_YwhOZ$~D0)dB#Q$7tA!sGYH$VA@A@^gKXG}cE3~8vxVnNx!HrtZr=7ojm{4l z1g0IAEx-K0ouc3AE=X=j5r83L?@??H(-jKU__1UYNQq*T>?s0mO_%``n z_~oy~JaIO~Lj2CF3Zja7?R34h9$k9=@k2*z^RYuO&VrVef=z>TQ-m0A9G+HHQfhS_ zV!jM_`=^!Xr|{P53ZOv?lXS8huRq^vcT{-Y-^XAB}`wKsKALcnKU6!=B zt@+`Bg9Qh29?qMpZRoY$VE>mU)5#~~n9&p3mp)9Qf>R?)rX9rM02>8*jB?p0K4%pA4US!^Tf8 zzjasK{28Sr7qrL!&0Zb(b!s=AEFUxTC(Hk0+^sY@*q$-au=ru-o8Q`noSR}xZT}kY zzPx!_;gZ9FmlN-_fE!Sk5q08yrikT%B@uO7%bv?x%J$9SbN6fiYF=?T^TNMVnRnX# z9{;1HBhDs}A0AyM5mmp_y|^my2ReZ`GgVtR<5qMiW#b8&eQ16D1|Mxt(y!>osp3A*k z#gDx9zgl9|Zr!$f>-nSG`y7hS_sj~3X8AqA+ehfD)qQVuKQ8-*z0*%FS^njxn1Azi zi%oY{MCz&SUzd=0U)q%^d;g9-jW!>}&J|77;ZJ;|`|I_?sq*G_2j)+&d8Iq&iJQV^ z)xTmX8{(KO_wKKraPkx5-JjE<58OUG@0g$2;dNUTO(kTLmTU zvdxRJ$S-2i4{3Y5MBQi7@(<2?+m&*h%TQLhel9Ioc=?L0ZhxZh_wM!HnV(gCv{C1G z!fYRL-lE>bm*N~>Z{MlX+}pYNKxoOPuTwRTAAjZK`~2#W#~m4q-L_O16|i=9UjA?- z_F5G&pB&o? z#hGso-#Wf@zuH>G%6O?mFP3i<_xDWFZa%5lliqnT(alEMbly>OKkWz~8Mmum8~6@; zTY}G+P?(;we)^I1<|mgXGykbPxm@n>%N!OfZTrld7E5k?x^#cHPYm0;n&@dkRU6ah zrxtBm!25f8#WH5e>*qtRv2sh=`Zmw=y*9}rb$!z0^QVK4PCV!4o4)bc2QIP69<9@h zI$GA}ftOv#q~$k$c`?oNke>8^P=HCEOH3H^T6-~YpV??=Xed!86C_ndP=O<|4D1 z4SzO?_nTV2J7%|R&zB~CyRX;h?l@u7^Y^{!l1*|`|A)H$(_7=KR(pQeOh_E zKy0>x^0%&YjkPaY=VaU8o6&sph~1i>qH_*EWQp8Sr~i;|@3g-=_xD(sXU^%K_?Sy< zvT5hz7+6`Nh3_XVs7TE+5ggC!(&L-<577UTgkMNGZJ2IBLJp zhKM&GH}FnV{T*j)^Stg|R87$)9mT|Hd%sRfUG*}v_@&8Y)!q>E%r~9wZs65G#w9bs z>k1p4XNT?$7Taj~+C=6R_!aeSWv!^X|X@@cqw* zzyISpwBJ3dv43PAIaR?te9y(LbzM=v_+QpclU$j9>5BMwVeN<;XGQ|3HFS(;94Jw4bit%L&Z@98qg=K@a zx6^@l=Ozgpc&Ejw*soxgEzq5QFKmke-@zyP6LKw1K@!o-J#rypy!l7=eth_U&lBVN z6LSu~dKmv)q2X^TAJdKflba_P{`|IArp0E_4W6wTx?N{wj;76%J`HV;JTcLhTV`+P zw{CI*xZv*lWVUJ7QDF^m3f3?y7J;PTO>=JB z_H3FVIy?FB|H_lg`3?u>{1Z63=x=DxB>R+&3IF|iCb{#?Hf?te+S%0lbi>Tz2v};J zuU=lK)orx1r5~JHt+=0WkTl5rs91IL(6^ZHsbZ@gnl*x53m2x}Kh0&9n3eEeZ05e8 z`v=R?+D$X&9kXk>_TEF^@^ss-W0%XDD_b^1I^W1q%y}j-4Rl%AZx0M$@8+@~QQ7Kg|_GQ8O9vQQ2zHW&`SMJxwa}FDU zmb)0wIjj{~COJ9Mt+wVUcT8SQgT4OGE14GUS0BHh+MC?DH!ZL4?~)CrQVdJ)d1pLZ zw8nE?>&cID8{U6s^Ozhnr~mKS^GC8jD4E8m9Gm<$BLnW^FGu`oU7KK7 zd1KD8P1mHs>kN-uRf^APJm$CQ)|5_L{aKcMXJwAVGltDOqfOTqMQTqAj<|Tp=ABc) z3)mqa6DHsMS^N0-Y-{FxZ~(r^6z7ZPK5$u^r|Da`1j`$JLyjB!n;lPiM0PJ*b2RAM zAKFJ=e7JfcePm}%L6Sp%5j(8`yo&l_i5$sf-_MHs$bv4^4^%cclE({=k8r? zxO;W?ETf<+i!`F-_C`jsQDavHRyctU7#WY;Qty9YBHU^RSS;MX7PO{RiUc?`&*@(S$cC+CKX@pkLMYmpgI z3}t$jUpuZnt^1n$Eh6$^Uet~!$(>jA4ZY{I`aDduU${(U(vfqvkN3H)IrYbc*Xz~k zr)dJ|Khteal!@QblR2QAAhTSoFBm*SY59ZmRe%_8e-_k^^96IF7|P@HeP-OK z+GybT|2ntuoq})g4w*c{Sh6`f^yUvxJ$Jfb zUeu}OdY>b8ncw`smHKb(G)KwGtcy0H{J+nN?hbkfA=bzsdE_QWJ;hx6U?RtkB zvmQE3Jz1`2zvGY1)Q_3{4qG!8ba7<4a{u098K5h(!U#MiZy%8`|69hz4^c0r<^P@c zwyV7%v;5V={fsvb{1e)6&^BRu1MjAc`wTgyM>d8&j<9Lj(bT&1z0bcx|9UrXxMn?_ zf5P(VDlhuWg@2p_wNK9PSz06$t!VzWXMN*c$@s(X&i#0Iz&)$#hX*AM)gw7&7Lbq(*VJ*Tg~;z(WHwkaYu z88lXAvvul8=@Y`s9|nY-JnGNH^Y^1@{N(#Tz`8FNXhhq$Z2Ib~5pCbT>FfOkIkF3L zt_Fyiw}X38<&B1rlOo#1)P7z#rR1k)pK$-(bJh93c+xkC&d7|ZV*LGPcKjmC{Mzl` z;>;ww-xvq2TY7d?j$^adyU^dF0Si;)4L?4~d^7j8>&##0+{+rz&VQHu>O{)wv`r^! z!ay zfwq1d@43eS>nQJuUz0l5?dicblbu@5GjEt|JGC?CY0NZuBCG88*qXJZE4?ag%ZBr_ zyPHWmv=1hMrZ9Enbl!^p|9H`MBlF8ko8w!^|kXGv!pj>U5*gt zw^)~vc&8P#sJ$G#sQrn-?oAQ>=VA_2JbwJY@?`qGOBP|N@GjXcW#imgGtEx>NT)CB zH4cUb>5ZLle!O|Jz^BG%vUUHI&bhKu%a`>A2O~N1(YdyAhnvsO7OGF)?=bJrF3Wc* zph2#y)>js1bI;4)+j#OxVe!427VmQo=&u)J-m*W6=fJ-rLx$hm#hL|6%y_K?S=VJG z-fc~v53V!yWJ(S_n0|65d#X}>)t#xJadG`QrDo@>q&J-2ygetO{M$6%-PYBo*~-H6 zZ{G4Sl8zBc^-O!Lvbk{5Nm#({JK}lNC{<{Yds~sS@N1ztsb=SlzMAh?#*-V`!-s&)(eQc&hICxC`u@B70l_w^1TTbolXRH?ok9@Gt>Sgx*%e(G0U*q4@ zn~GcZYgw~=dp}J!OZjZhtTZ!kV`;^%`i;!5jrWvjy#^0^rx&k3WIp4^oR3dGL)NRO zJ$Be!%VBc6-C=VrpULh0jAzZ5&Ms?IyCw-9e6=|{1zcTyYMlGqjB(Z}7ag^7b`w4m zX{gmlc%wLv>i-oITroqygPR9>)QVKX;Meam#i(7I^X-d=)&ML{| zKdm-v_j-FSTe9cMw8t~5SJf`lV~%?J-}PsY~gyjSMDkP$*?ml+J|L-+&tSnuf+e8{pHP`!=lPkPpk=e~{0r>UQxomLP8Y4)Ap-FJTXtLM2D zsu4Gy`&KTUrryo?bZUs5!@Rpat96$p+UgqpnqTv4gXY?nhx<2*)Rd))+=|y{m5-MU zoo;63efeCHgK9)X`oi>AD?xkP#kjP#&bgfs(^Q(bcwtNTE{$zHyarTeJ0{v%ot68jd!S3~T4Y9@MlNLdbHY>a+e_W*YqsPc zgIZni=|zLewoCmxr`4_4;8t_F)co5{ot4+qVpr)aCQkTo@J-f6On&;lSEo{TB|P}B zMfsEJwz`w$zDhqobEdKM`)#&PKe+hugNuS@KVXNbJPA=#@T#vla%UE#Vfj_EPj>GA z3+aE_?V8IvV4{rOb*>&M@t$i1`aUmw_g;fAF+V_tKl}Bmd(^PBGU@aKM}| zs91UYf7|&M{#vz~H^vX|*QB{D@H2L@>Db%UTC4xef+-a=CJQ?2WK&!8sf9i@Yj@P$ zJ#ZwiS~h(_pK$x{l-^-k>HDlZ>?69U>{^XBoJ=eAK(ZXSNdbGfkXrN!Zr38yP}1~UFW z-OF`FdGDPS4v(H&OHZBHXm!@1kQa2)8+ZDGzJN23ne4wj#TwmR<*)|h<^qOS3hkSB z#W5ZI{^Y$t?%$*>--WnM<_Ary|Jh?c*|w*4Rd}mW% z6YI#5d7i7{;%Ta0%q1U$SjwR{`!$GUw$WegeSQDp}BlX7R3X z3-@o~|GTvIh5p<4KS%p#T+Key#mS=`B~kyer3G}33uutDT}(ay&D7SN2frNKfA_q% z-DmOhhT4;1#l&Gb!T$JO7q!;jk}22(YjUYZXNcL=ovc{#oK0<+*3bG+FCRZ^nGA256!zy_$~NmP z-5tJVL;vi}p8hW$LC!}likPE&bh&TRsmUc$ce`uv&GD=9Q=bVhA-BRyh3D{=o2U`UA!{ z_Zj)?mQ0EZ_WV=3HY0IwYuwx=Pfxx%uu^3*|AglGM=M{wQi+yt<^v7cSaG{gy7wf~ zD`#pA*G82Vh4O5@w!Mp92NiKX+j{2kjnjS$zMlD1XB+NYA$k1rxBI_t_r6HxxhGy; zrE|DH<7Hv67Gxa@ht<>}}D zu&!UQ|I_qO3->>W{AvC-m1TBZvv2;vWzSD8oY(9NZBQsIx2W`7W^dp*m;|>! zOh80IW`D?~Y^~1a+Tj~!oZ*|}1?w!U3tQDbe(@wd;nerc$tSP16nmcEsRBzRhadAP zhww;gJz{(dEGh zJD+Vi;gTAB;9#BS(yMh(T{_n4UluMu7;|Q6>jnM(w?}HobGS-8IZnyITM7G4ry0cOiY0(*>JAW!LE+{;_PqhU;UF z{hxihr@|z|rfYpu*oF;?9uF#@%_Gog`;T|h_I5X;Vm&Y$N#sTZt;(0Gd5fw zqxNU^>7EwTj6+g7iM%$&lTU(=;`56DWp&?W7tQPT9F}f{j>Du{BqFzd6?tb(c%+}f z+I{l!vlh68`T}Y5%|zJevaFSv$kykdkGFfBZ{u<^H|l${hIuHHO`zI(1_HR%;F6vo>)(p zkExq?>cf`D9Ab;vx(_xTJ#kQJ@_vVH!j_P6hzxJF!!N|vOe=--9{jC~5W0SBaW{}K zm2e5z1S)`RVkg2%t8k7R$@YNZpjaZmHuBcWx5ZeRKJlh2EzeS4d@FXEwQCj8`8z zQg^xiY^Ds{ro(cMQCAdnqb7(|u1b2M&YJ9MM1Y{f*9xP zU(gj0j73pu>QP^h@4o4C&NJ$Xif+-QW3V9qvBiCon5k#?v?Z>7mu7&^Q9gP3nTqep zqrMNi{{1j=%!EbL6l6V9#7w=q#g@9xTOwXLNe)_3PnbMgrSw(*_sPsII5jy-L8^(R z8==)i<-WUN^6w2NzC6YbnogN-=AH>l z>&JDEkGX&UJn6h#=_8q5c)b$XFQc2;H%-Ugd(L9ja~GlKtbuhT$o=f?2MsaUW$|5v zhqe4yj*FApGG^@Azo@nLip(OY%N~3(uiLi%TP%k(sGh97GG~Dyd?5YR#09Fp7Yz1A zUOZ%%<#$0yJ!8$+bJ6lK|JZIG_ngcB?W4W^&o6<+b%-Ea;a)e*#Qv~DDJysNTDM1k zbPDT^MZJ%)+wrG&{@jg|Uc%jV9@$;zC$*)|n6e%0u6e3_=fP($+}w92tZ4R~`Nxj^ z`#i~iz6pCeEWmpFt60)Kn>VK%j8yvYO1~@tBnjS_I(`4g&AhIAKVJO1=gDRFvnwUx z$#b#X%E(JscwR@X%}A6tU7iLikZrR3&dvZi%+T`}IEek_P2JPrw)9uIq|HQ|q?|yC5xAb~+<`>p45sT~^&-}TN-MQ_! zyNW@0fMeD&Y0q6!rlKq-t{z`Lr|3j_v3|+o-CW&ED)z{q{$%7@yCFLBT55~`vChJ> zjbXd4q$aOD?Y8=~+qKk|^*!YWd%ZU6Dc4+1KEG@Fx4G%xe zhV0t3vMhCRX{xZkwQ`MU&iyMb{KqDK^exDCcb)b7ar0g;|1~hxYfDz1S{60+<*YTn zQ8&6bapqi}TK&EUto*~8+n)C--}UpCX`fxz^Wmh0;W@o)UelN5tn!_i_i|$Xqu}_t+nw__6FbUsd%Ts9SPirt6kwo?3Qm%F8~@+1oZOO$&Cb5Wk~gI@{=wx$U<# z{Goe3zmb!FGi{cy$03jQ`1`3H%ULwH%o0kGirrSei8`VzxrKT(OJ_{5y=`{v@ zO>d(Xb4kY+Jl|<=cVn%|Y@aJBqm&LYS$~mPrA=3JBb74x2 z@E$W4Nr=-UVNMTvxl<&ySoc)P-*PTNybO7C5hhrk>rZ zHG8er?8vES*PL4M{oG#uV}S+9&p-Tn@Hb2UKxS1xe_8g~b+CjGHGN&qy4agJu{Y1G z%VCQzP2FQ`Cjkn1=f|B)UzXc~Ji8j<*;Si%hNW%}O*LL^bSNB@ezlZkB=56q-&VdH zOTg?jOWkamYCIdNRuiPQBuo77wc6(=?d@*pn!-)?js=^%tM~=Tqd)U}4nafF#>~up zq5WHo6mWK{=4D$Bv&@S>Rvpbg#qr+e$3Y9DeJ?j2Kh|4mvimsuZcsA)kupajT|9fG zcd*&@WjWiH!s`uMd zC6<5GbfuO)3r%e)m-~|-BYFSJjm4)HLSyqLA~r8g)!nKcy+%9wK=|K;nyVjkSKgc| z*w>R^^~Nthc?UG#g(C7@=*^(jMtkK;FNkm)5^(~s%TF!>1%mvA?D zxP))Jvd%~T>%L6x=&Z6-?%hU**dJ@$_!k!YaO=kmYfvF`*K4yjEMP7z)sD^zUslbM zd+Sh`RL#|?)$i~81{we5hU51bSSb*Ta82yZpxs8bZuix6rR1;fS<_Pm$$F1{V;`;D z7|I069SGmPg!{H4RPy2K2X0Ftp0(QAo!1FVGVp-+j@`9sX<6#7d7zwkWzVXdhoPyE z0&>Gn^Oxs}>uWYdXNJK7K5SP=s`uJcVyjPyg{5-8Sf%}V?#F``TzPZ$z0UnF{XWwy zm3y|)q4*~0scFG(7P}*~_D)-tv)1=!lJCt^%X&Uc{df)>kSykMr?zZTkG?rs@Sji) zw=cLbb(%geXRYncEZdu>vQLG@1-n&%N{pU-tIx-hqhI(}gB)@IY_u=PXzkdnOIBeUc!!oSv4mR(Gb|E|4cL?OD+C0pgC5 zXTOegS^v)jmFm1dybBgz(mBbIE}p&A+jHBsNjY05<*){Rb!Oi%HO&*20)BD-nfv_T zkA&@)8uqi8Yn`3cQvj-yrle%+o-EP6>l=N;YqN?nIQt*`c4_y#%KWpOe~~PBa{^+4 z`?hO+Ia~X3o_=s(e{p0+eEA$x1$q zEm(Z%%?XbCUv6x+V$9%$a+0!rGh@VR7Ej#D2XrPQO+0 z_rK|@&K;ZJ$-TC?*LSWUI5}=u31WZbuddk;{9J0bl`^!NdA@E<@zahtl3!0+tJ1I5mKF6eNUbHd)GO)eoyY`^ef3Xz_qEyj*oTk zcAnEX{_jBE+(J&tN07>~lrMFzb8Ncu@g=Qmjr9~)7e3z8Tf_sZF>+Ki&i(m#FmG<* zUkR9Exl>mBrE`0wCW~!5x1-Vi5y+25`#AHiNFKc*e`BrjIyq-(J$EiS^7+Pfn+20g zyN^9LzL(j#xBOjg!F!N{3-7tF7WvJ*yVOmy4O&jjeZJ{jacsKsQIL!C+}l6~8}#+$H%Y%wH%S78M8*-g zxk1+|SH8~a0h_BF_V`$(bg#rCjU9!1_ZG~(*#5WiuGM0GxRbLZpKo2a`C}r)$#I=~ z%a5@?*4Po4{w2}k^KtgwrEc<2M|jWOeW|^4`mS@=+DqRY=7?v#Z6ypz8r#m9d_K-z zUHa}uJ1p5fztmp3mH+h`{?`QuB_6GQ;5PSWJE+ubk}ge?zqXP8H8!O;+6DJ<b?rdpYYYedw z+<>^V0?dmzZU?KZt)|ee)+!(jRv@68nW<8BauoR2vgKG%t zYmMq-)jrN7u|mFQz12Ql)6<5B0zVkMR+|rY(eI51>U1{9!@}muQhDyJ@|U0Y5IWhWnoy#uP+Ng^~mQ*8xMFNR=1*||YV+ot2|N}1Nz%+fWzz3IR< zoejE(pwZ>ts>^+C8tb;ymi0~2@3Xe0wk&>7FjFi#Yg;O`$rlZ+1-)0cUz*0dRrj)b zZ_celQ)Yb#-Jomwu(?n~#_I2~ipgTzu7EUDFO|D74IWhx4a--7U4MOIAT($SGb}zd z=1PJZxOppYqAT}315OItz?msQhP8j;$Guev(Qc3me;ce-Hf`6IROj5&Uw-C;V=>wc zt%(r1xzIW`cO$)cBHg5%sg&*t<+N`TA!`j|$ck?Bv zL7fINK^ooh(ra|34@CUEz?ieL(pM7X-8=2aF10k~O8Wi-^`6jO4_2@7H=!nV4|m>_ zS-Fv|>YL5)`9_&|o!yp`0I~up@TIe&%_5@B8aDn~$b2K{^SNY`9|tYC<}Ev>AI*H* z2-+D%jxB_SgFjY1z76pKf13MRa7M|!c>rVwG`_M|dPkdG*_N{bBxcrd0iG}m^X4AV zo}cE8=Afllk~2>qyETpX+O*!B(;V@V@0)U0a=ITZKHb=#a~hP6zj@hiLUB!Yv{_WN z8AwbtXZ-Mjzcd`fxF#-1)n$Nq+pHM`&HHOaZB-Lg-+#YMaQ(Ap6Ql3V%O9ui7#)0M=)T~wDd}F=ILd(ruAN%<_n5c*4x4sphPTF6??O0vRJd` zR~DnUpl+r*O1=utJ$*$t4^-sjg4^9!a!za6#7pt*$x6I`RT!I_u5QcOv@Pe+R_NeV z&}Lmw9TE4%Jo92jc(V_v9|H<#L?i^~o>t2~tp+N1K%-d@4N>fITQl~oc3fr)>fxir z!pd!_leeY{-`>R8at+#fWbIEr+!ziTX~7n%t8!piI5%!g+LCp#B7C#%>>J<^gfxM5OTnS)3l3E^fvE6z zdyC&U7mC>M6+e!({k(ft?#(0Ha*|MD4H800(PkTU7vHn~ZYSY>@bQfRjnM96IF$S7 zCz)p!Zd{rc4H*{*{9s~Iw|-re&bBK#pnwyGhmV)-^ldroa&M;O-aNA{hizf$Q=7Hzg!cQ#64b#|-n?6n}VvkF_*-GTHvD&9md)r-C%{Nv2F9IzIo!fJMQ zv{^LB7|?j){v1%}>fpmm5pEV>gU{xiPD4pT#kr@ylpg@qp__GQSLT9?PMKZc@COxz zI8C2@a~iyw$hmVjaO;NIjpxCJ8^iqzD#~|mOWnLR6(kmZu(#aww$Y)$f)`&eI)a-3 zw>QlM1qD*I2nwE@+?zbdUa>!3-Iou_fdwKqJZpu299ar>3r64sKimQu+K7vWj9A{@ z#O3e(xVrT2p=q-~X6K}##P0QNIor17ur2=LT<|#d?6#gNP+_<-TSs{fs5c4@=A6^e zRx>E|Ji9gR?6qlU_kg1dGH^Ec)`DoeJ4;$)4Xt273e}+bHR#r+rC<+p-v$kcZ37MG z1{S<1QC~NE%ZB%_T61q6+Ln`u?4oT~w)upgg;c!LbRX<41NDw9T8?po^Dy`AO<+C9 zA+$30W)jF8q(XF|s@rNYQ0U@Tox_Nf+-_Jkvg?`RG@A)E^nH4dZ_&v)Ew(Kc>>T7G zH0ZX`->hAr@W1zTK6u=sG|M@;xd-g%oW$sDpvoRLMyng06}>GYdfSIvps<0}>+3dh zrGgbk-P1C&w7K>*!_d2_+r$9tz*Rfj=KN4s7#;=iQK>@yPgKjiRlRNexfiOrjIqi;@In{zr0 zB}--Jo({_fi$UArx~o6PNZBWa=}Ik4i{1v-gw*s}yHz)OE!ZHW3@#%DHbMLLrm49% zPoY#pYjbDXP0ay~{^gv8j{SbPaqHVMyFU_ob9K$7H&5-odCIG&05nSfRcGprDD90` zwKh(jdV}lSYiNc3!Nkm^{OY3jZR-O4uO(?`ZxlUq^>gq4&tDf^&rZ4~@Xu)fJ?pzg zl81KPFtbGPz!j8}^Tg|$xs&tXb45h1SgUg- ztRU{Zd0uvdFUmac^!)OR z<_BYEnK&KN%43cGR+DV5@_On2dmHjMC?+<#g9qRyOkv7j%R29#>E29kX(6!+ZEhRT zK&Hi)wG%=%SMSYzYxY#zd(TwWdtCG0{ybLaF|F{WUhHF^L$CV50imdQ^?uaq{a07* z7yWXZU-m#-i}^XI@`vr@AW9DSD{yy>E?L+XuC3XsUj!<{#fOkpHsQ|=9g!9_r0Z_$|^d1;RV&_ z&C8sPc>iwcS!>Ms+U-zhVOgQ*r0bqP|Gz$V|Nm01&R1@k3)6*U9h?q9T38=UW{O7J z9Ejb(_N4hXqu?6G%4B_ohhO=-z163AaSdF5>)_GGmB*su;1Cz?^4a3Ww}N<^7m#tY2A))hHYfv-x@vJ*vMK>ra9@g3+IO%_SM7r>#RL<$AEmofW z{YVkwaJLj4Wut3?f%~;|r34oq?SfT;JZZ`{wtq}kpV{+TJ3-m0F0?>dN!ew|?k~m5 z<9YT~oPne}$(g5md`jIy)_ZlkxxJW|0BZuUZT{lRZ_o4V$A{hfn9P)ygtM9(8C6RD z4BLCzfUi5x;14|JPsX&RtaDye6&hvY9!AlTaMzd^|Z8`UD(-ymIkM(sMq=hc6 z&VSREGG~9i=!LUk`{2nw^3(*KQV+289xv=tVAkI{KJ&%H^v`NLUTY^fJ5_}iD64R{ zJo#Fm$W>MJ`w=wC+ER3#H(gT<+^eN4rKq@9Ye%7);@(phTzPjGmT%^ceeL5^^|kr# zgb8uA$?7V1pO!NI_?7>9HSfz%a2vX1iT2m5@|Dg>U$fj-TS~^W-ku-;YR>fbE-NY9 zTY2hKY&@gzq(0H?<6T>KZ*eyIr^<7==4IUdrc&_*`f^_&6DuBGM{iy2+Pb-GYw}UA zA6h#Eg~HafEPildrn}b5H&w;a$7ACerG>7okvhU2hv`A1W$`RgR3!Kkie);h2hHeF>){95T1vBz@7l^OFzM%By@XAQ ziFduAg~qO}t4p)f!LrQCRZn5<2 zGJ|z3EcH&9a%k)7*6j4wY<8zl?GKL4Y!TaH1Pa8&oYp0??mqq6dbzEoHT(FXt;r8> zSswaot>SIJe_!6$U#+jZ*=@m-nNpK3?I_z?_;yX<+Z#KC_HpI4wDf8})UYV&mCt*1 zbFZG)oA3vHz1hc)ZB2fB%ktRQ?-N?CyZ7F-`qX{g25i8ri9tKcwiaBKt~JlRc!GmF z{Lt~s4=~DgXbv@U^52QgHQrzM2@qJe$_I#;4BGi^Yth@aMQw!1IgD_?r~ zyZNN|rR`zUE-ipeeG3Piy0mZF(!Eoc+Md27SMv-qM^>8E{O?uKb^G&b4Za!Y)wX>1 zeWA^`{`Bq2OTGE<%8FCNHzR&_z~39UmbfZ2<~UWGEd-C}Nkqr{WD84$h(dC{@U6|9 zZ)=6E)-J4%4c;aqj>!0&Z?lD0dDocdCORKd+mbHq^&>%s)x5OQc6Z(t*240CzvblL zw6)k~ysy3x?(yvO1^wRNMVXMshK?fVQg+_0>{qXP&)%{jUFcBwvE2#MLWcrB+}WkS z{om(ZuH~wGvW0~w9gs8Gz|Ommy|(tT#I@@yqxWmqe}sD7IjHJFK=p+L+l&N$DTmOw zouCwdEU@77yp_K`Y>s?h2QGJPH6A{fwpN_k{_atYKIa=pPSElNsY#cb+io?py>?{Q zw^gkX&9Tp0@%`Z5#oyljKE|K_^}c!gK|O6A9Vh1QfJ5ia%YrYJ$Nv8-z1EkrI{=(r zmn{)lxKM22!LADjluQ~{?|}_fZZwa+^Xj4d=IZ<4LRV~I%l!O1d?#xvYp?ZuHhOKo zPG541ppe+Ymd)L!DoZ(dw{q}?wXlgTY;@Itj_>~axAJn^601K~UWT!igR^{#P~E{3X8w14R$^s?y54VC}?FFqknENM1E`I6e z-6gwvo~~=YF=2zh>YtiqdzHtpHyz1q)Mz$yI%GGsploB?k}oS4ep`9)*OdcyQ$K)e z#y7#7?gtm<-!Tb2uQy}zS+MWJ*0szBRk&}SXU>({|A0Mg9n|iXG0tmannTw$PSt)0 zZXv0xiP8R}E0^Q(YWLsvHec>FG0fWGpn!KaDt-L=^WLv-+n^FXyiVSJsD4P5tn>ckhIf>HmKBNo+p2o97k>r*`M1nuP8T69%)-|Q_JEiF^EAA+U=UtM{#xM9iBOa9+ZpFMD_G~uz=kDtf#+;+Wh z*y5+cEDb5))0UX5bIy$k^~k$)sO}a|P7Eh_xdhj|Gh*A!ZU59{-Z^f&p+Gib2PC=^ zU+w??ZrgMfW~2(jSvRKi^b+4F6F*q_ek}0A>(@*6s;uO zTwb!@3Q}Z1o$%|sa=Mga;zL+ff2edt>*{+i_JH~aadWL2`tO3*(bTan5ClbE#v2aD z`umTY?@riIAnUN>Tdyk<^Xf2gemk}}WUcessIS|OfSj(lCW`ZYlk~@gt5J!&e_rwB z->;MWSmw~G(uAvEzuUBZ*q62y)EI%bF;XG5y$ zoY*yzn!2weqQm|c?eOe&bNj&=rd)9elv%j=Vjs7yS#@-k^s#%Dzxw&hln?clsvO^S z=JnFA467%KLRuoiL0Z=~hOMcZ{7_9-iu0ir@^x7{eak_%_i{*I zo5=I}*7w&oCV8)AZf<}Sj>=0DWwQ@kMIE+kQvQ4Jht`flvBbk(7O$RMKXxuPw0mix zwwUk#j|cNyZmjQn5`Mk#Z=FcP-3PTPry)M?m@=(&jqd7ooOhSFDl6qgx_?*#S|1`J zqu2ZU>ngFwS!H?qUMrZXbth7FDDW->)9l& zn0VUi+O(}7f2>+{)M{q!&3BiU2!fP@%g4Cm>pngx2UQH))<7zTRN3s)R#B&|Hl?b9 zr$1U+bhBHZU)WK@ z*6Ql4(DSvkw`@>U1Xpj6nK$!&zr%Ew?Ylm|D_pf7#ug~6tclXLDevu{z3Qly&Z8 z^{Z39Q6@@<)|E0v?*dhf2M^jDdatG{R(ijD-oMAqcRMy@&2`x7m&muCTjj6bPt|5K zr9-PgHKW^-khQ^Uqe^?fsp(1yK0LYxRz&8!l?#xsyD-=Py$vMCUbkw@{u{UM#-F2U zNzk&UW6G-1RiUp_LSM7&`rQ8DSY%76_QU4FD<}JZg`AqbrDE>&T&Dz3mJvR*sFdmA zuU}D*Yd@z#pOw2c#er;`Fo2tHX7})*hd`{Qr*xbEP$r>KE3m|6fx4 zTbnl)jg6TCK3eRZVzwKc-}X|QH*^8JdwwAvs0HWthIe)xDW&+W!0zl6x??~6}d zs7nQoXTcR4BB{ZYtr1cNpmANf*bp85gUd2nwl$rob-+A@m~JE zaW`L*^Pw(CBG*~(KkHg%3oE36Q4Zp|wo`0PRrx7!M74(s-eWaaI@GlF(B(@Jc0uxW zhUYi$0*zW6Y6EHC+p%VSc=fw$TQ@6$3KG!j-3e3LO4sqe&f$H1rVUoDn5_|=clKn}L9^+8fw$(rJ~5nt;TfRpR#$n>~# z;6`}+xhn)PMd$_vh|35Ny!`g2?3=B|yK8@V1F^bQg0 zh5DNIZ)e;jx$^qPsM4_if6bKEgoDb*?h_R+n~Eh5Rl%bC>#La8p|y|BfkHlUuNQ2J zXqouRudD7IuDLFLAg$%A*2Cx0za=A|yFobCskZ{GW|to^;zb>*+z3C4%2z=@{k%wd5;tM&)f zpPbR#u^}E*EedM>eHHXOw06^JHQhH)IUcS~s6GmgGWN~fPkf_vepx?_{a-g*VB6}J z`T1|uQug@V-yUmvPALZx@KO^mt<&2YdsUTZ_LdBnmbb4Cy$**?7av)5bdh=N{jcx0 z3np#{MO&Op-19x&zpw3Sy$f->a?q};OUqVQy}ktw`R%(lM5}^URnMLs9jY6)*J97> z`}xX;@<2}i+o7|bJ7e>?r`~M2E-iPp9==KH^>`UJ{npx7mHCs!db0&5Ob$QTn=M$j zx@GZ$rP+V3Ma%DddO!1DKYy9=p`ud8oxAGZzxtE=Fc*|3!5tRmrAe__M|VXW-PNG- zS8+$--c#HWAgBA~X4Jl4`;9B(4oe&;(d0yc5>2nijOknRZC&zV*{x$rTj@&P)$4ZO z1lP$C;%1QCl40w#VBXxFF*{#_!X1*=dw4Ft@Bf-xvpn%AEYiD5SBkE_)#@8%VwV-M zQEyGeO3)H+xnsxlO}{?W-*xWwI{k*T9NJ-^UWbv8-v0X4FTciu3U;GIU7)O%lAnBg7(ofYF4g{>iHG1e)qq>YD(JDATz!xUD98;^YXJ(b&y2Q zsQLF*)bFcTe_a*jdC7k){9tdxhImz((oe^n?=CsI==QApr5w@%*T9j^ma@0xvC*rq zm#6dG>fm@Cdg$g+sfj`B*KLiv+FAsT_ODv7wpjaC!HKUvIEwq+{mQyQG7+3z>)fs- za;!Z+b1G7j-TH0yFQfcRizW(wTdn;&6x0B{VR!zMn(nn@v9q;*Uj?asE?q6infT-0 zuQl8EKUw<*p5WH6+ZrFcHa_+yIH$X`{MCA>VKL)xN1oO0gE~ID!9yaDLUIDn-5Y18 z`>pTamvX_)|6EwQ>VjMeg`eSE&X)%^~9{Q=^G2J&z|ZlO+5}u@O2*3 zuK%CGTd*H&`$mZEeWhz%~hNd3L*WdBWalvYeU>t(Tf2cKuTrpfE?`$H5BXKl?(bP7r?R&xX|4xW1} zA%EAZXr0x1hxWYYULg6C*;>-^PffD9^65{tavQ5JU1^@xqX5Zwu`?&0GAaA@WQA{( ziBZ$Ct;c$M7G%20u(EI7``0)9`r2=sLgN^vg-X_TfSRLEzScXNzw`?PbzxLqL%SL+TjL9$CY+vd25Q1N zl^xj(-yr2i-8TDoC*Q=$d-NJ}{<>zrL0ag`+WpDqD(heN)IPS`TXn(BEh<96wpu{*ZxyR#twFY|6i$NRsmzd3LEa$oz2^mUaN zu;AOub26&^$d7BgTpvGXtIh6}R&>1IWx>Ta{aR_Z>FzvEbnB zGK$?*7<1M+0aX6D-PkU4POmQg$^3tx*W3U9bNlP^`*pvj|NqoK|KH>1>*v?~?ce|R zul@fo_I3ZhhtEG9A6I{Tef{tL{r^6m-~abh|NZ|jzb^f?|KF$E`TPHzxBvHcz5V|$ z_v`+B{eAz?{QqCx@Bj1Z_Vf6EFKs{U|NH0m|6j-F*ZusOZ~y=A_W5;L?Dz5nmq|9}3RuaB#L|Iz>d@9FXXf4>j@J^ep-fHyOX z2m=EH2g8Xz&9JF!7n{yuW?+btVqoB9U|^`o(JwBk%tkXT(_@3pZEB6ckYWF zV%lBr#U!}XPi6$FzjNyNbm{Y}pG?Lf^^aBcmZ&}!b#@9{eP{J)uEkrz6x{Y6_^#Zq z7_?(@;l&NoYFX*$W;?0mT`;qJ_RZG!j$_F?t7CVkEVn2O|5Rm>{N|yKul$^&s>#z! z-&)=Cd-Fjx%t^I~`$eSUNPI4M@yOm)9E+r;D7w8kwS{e0>N(Bz zGK$QKE7^9ftTU2j+qP;^imhSLhf^1%CpoW3yY_bV9_83vpS5bPejk5py;QdUzsRvZ zbi@9vJr~(O$vG{`f2FB3CC}b!fBs`n_jk z?2m=@U)juRCs$fL4((cPChS~(*F-XS4rl9nk9`+d4|<FzrVJ;YF*|xrWfnn&d2>tJs$Qgj^T3od`7$e{?hXWUQ*lUD``yFrl6kL zr@1${uRi^)5ATxCsn>3vtlio#o*U@5URTO|+aiu#?|MG3yMOVv%=9M{yI;HYt+?>j zo>%>JhroVrcqwfroQO&AD0rj zua~c0l$_gfZgE`bd4Cu6Evw`dR^{J(U05HI*bw%=p0oMyqfdqHO1~qY#d6wIUwS=9 zeY@Y}+|`TkH41;9{!7cn+AfWEVUx&ize$%?Iv96t-+L-f^IU-Q(b{aEJH9`c+o`hW zu8%gAx}6>TZ{fM?-|j}qFISyu8{nTCx{s&yURONZ zTA*vXRfMO5O3&u%F1Keci5oozz4tOyHkA*O1Mq@ z#VpgrCCc_BD5u?RpE_gJrDs#`Fr@D^&pn{{eTjy}lX)k!g$0~jJChX{9rRim)mhJI zs4_hWTFJKHP{3K^6#_M9s(lK1W`#^*x+(1%ut4c6^E2+6jzb20jFXL+j1CEytYqJI zoaI!2lS8n?tllp->z=LsZkhl2{*sgNsM&bC`|GX)3=9lnObiU%3=9nMMX5Q(`g$O8 z?j-L#CPN;F^+KufJ}Zwf8Lqjp!MTHbN9Xg!GmlJ6KJw*T?~MZr8G_#b=grey&u_Az zOs4qu(wt)kM`CVmZ`Uc?n09Z7rx#Q(0TS*^@Q%>yldNiivM_i z;hOk*SMiqAaxRgtj6c>Lo~7*N9Cfp>!Pxu%**oXCuFRUde$AUd%S}HlJM;Og!h}Wc zt_3<@CNA;mE}OF6Zr#m$?`5S(+qIy*4 z$^MCcj0_BsObiVCkn*ZLzbHE?KR+8(V)X{b`X6!-_@jMxZ#K7-5a(0ZMH3`UlOFuM zb^8+U_ltLOH9x$*yG_h+-;WY=l=$F4X}Ubc5z;;Z05q0q|~e3hJTZPDS4 zscQ@Fc_h6k->A)XCh_5?TMbJq=BP}*(LAl?T$|8pg{tlUD_T!Ahb&}KSX`~Ge6j0i zj>ormi!1E1^QBwV{&48_@JSdr_m+6MmS0y;Y8K<2=eSf!Fi<0QbBWyfbCa&TzGJ;M z*zi>=Z^fZM{Co45YftHvoGI)M+o>jMzF1ItUftnk&e0(upI*2B{@5DL^v)~EXs7oK zm6^3$RF@`QI>c1FATK~X_*o14gPFFgPTDS1`@rq_;Z1Dp!n>uJJ9>Yt>RY$_Vb2r5=AH z$FRg&M%4A%LlL#!uZtfk)N=d1bll33DRcjzyyT`6eLjJ@eE$`1EqiHdx3;d|;v>I7 z%^LX?&MBH&Potm29Lo7-b}(v^#)PFBuVa2~@>|kyT1ZfzEwg{~%gOasOYPfZ@4OA) zX?os$$6Cb)UtT{#s}Ejs>N$wUf{L z9X8-O7QggWX_m1?fx~OP9_=>=xLc0IE`ByYDZeDY|Mn)Y1si#%dM`fq?R)Vb)z#aR zSM|09YI@**dNvHtP#+vVDe}ED)qB!Yh%Ur?-{SWo~8SajX<9L2RjalymHz#s_H0L2ZA>lqjr z;JTCZi&C*^_qA`(xy{PJ&>#hgN~msz2F9O^;D$~~Mrv-VKA1E_HvrT&QY!S{`(B-i z!S%Bsg9J=B0|UdhMph260ic9moROMZQmhZAu$qG2!h#vpz^G-wgxcOh4gin?&`WiM z){n+a$YngbM)Xn=q4Aap*iMkkVPz(|X7qfH&>U(8){G<9qnm@Cl@R7wnKNO_SOMOw VY#>FP44e#hObiTd7EBBb3;-Cv?j-;K literal 139555 zcmWIWW@Zs#U|`^2@L8u3#_s5w)X2cVu#tg*L4bjQAtgUKpeVnfSU<6#K(8V<$G6Xx zo5@hX<^QR|z1tlRIwd(=2->iTzgk*D>#?VeCGR)ug`6M5ue=J3cqKs zHWs9+A6}}+%KN`4_uk4Yrtj6hPLsd(!8$Vz)w%N=#kHgv85nq&7#IYRotvCrlnQch z>qJMt!v+Gb>xEM1-|)-O44cKO5EkO3B-AlC)&F*f#m1b)TaG83Y}@1#bK?3z-^*J> zr$+qxZ-2htL^6Dexs+VVVu#y8J{u;5=4ymrF34QFh(mH8%SoR%!duOs_f9+WYk8c) z(I48;3|pPKDc*x`|pDJd6O3^ zo4@vc!y?f5zw6f4rpz7X^DfQ4{YdYOu#cOdoO?yc1Wwg(lf4x;H~Br|cevS66!*{B z=Mu+c4u7tG<(5gOl^@AXNdH$SYFu`W`}*r*@4vjIw_ZN{9FH23zV;0|w^A*3NFEZ;_Y_un=X*eCv?UZJG?%d|DFdm43bd(OVAaw0G2iO1mGk_bmC7(hy`<-J=JARGtDLR82Q1DUpKw8@w1+k6Snpwf z`<;CJ6f7E8ZPOP_dGIHPJ@;p$^m@15Z9W=1m$tg^ zGv}GBTGMPa^=9bH=X)~OrG7BfZDUes=C(Y?7=PvhiyD)-bCWwOn|sBqu1@o2%T%Wv z%WD^kj^_XTn&Mf-BB!t-BYaWI+YT?g236L1ANxM;+>oU)!M(U(@+T4X({bgdc?WA& zW$pR(a`yiEA3}e=zV2T?uXgouW6}Sgrmv6t_wV@YGsU9+9_@avUtj(2(eL&D|NNZE zc2D<#N9+7YJcb4Au?@dXgq<&!G`JnzojGTjz;%-ZtqD>O94!1;??pN+I{Y=@ZYw|c zMCFnLvp*j(!L`qi#vHxd{vqai`5w^+ z2W!;Stgp@N2@Y9Y+24_ISo4%1d#bdpv&Z6Z9FJ$k_ZJ2QxT(w799qD>@tW%LiX&gW zwil>9+H^rsWZ}A>&wePr2wY@*-~D;%k_fR0FMO1OiXZ!0JU6&()Fv4?(S5>lt4ZqJ zN-Hhr6bio7R1)Di)?qmJ+})(W#nsVI#AK**xvr+BxsyOa1n5%Gvkd=AQ0`GSl4j_iA_Q4bs0qwAtT&#OUXYP4>&) z{7*iW7j^o#|CQNya#lSr&Q!~`S>tb@s9xiEL2z>9+|Gx+?M@onL7BDYGnOve@n&7y zY_Wi8j*dUYXDnCOoYR??bMx>NU0;968G&lwSQlU1b|?JVO+(r6pxbe=?yXEuq<7v3 z4=dWp{n1ORWp?%TTYJ{{&h$Dk-R=IomP?UyTUILy?#g#RwC&qbrAr$!Zm&;H)Cv@Q z&41vNXWRSGo+CBQEWM{KLVvA(@y_;=@3}Snw=eSOfBGi&Qi?Nm*HurA%Lc8(Qq|2pKulrEdBZ2!FY`(BJ2~oG>|%;0etlSZ?hc>PET4cw(kio8 zWvuSWh`uiz6ZRrzf}Q7a@dTG=M{6}?p0=00JYbks^Y*Nv-jtJjKRycE6{UCdR`RB^ zLaiy&4n6H#r1qIh?{v1+DGQa$Zv$sqiT5o#T>EBMe%LLqS-jF7H)b4Nmp3^)VrNy@ zKC|ntxv#(OKJq)CgKO)yd9zk8zqY0P%}0j?CE_MO&Sv&JtA59Jd-JuBb5l2M`)t?L zC)YjmzWDL0mJiqL`WfG4?X;(AQcNn7W^C$oZ@y=&?T|&lMdqb#i~njX@?COM#J;?VpXP?^-F!8pR(Ih{&!?6*rkwgT zwfn8f{vyVRif5h=c$Cdwv93MwmM=PP|MfiA!VB47n=Rh(|K51Nug#ygK<{AO_1?V+ z7xGxkWVY`)p!IV5;;&wgb_`m1#_x(Hl{r`v8_J2Pdj{ko-zy9}M`F~$t&R)Oo|Jm*Jf4@xs{{QLyeShE0 zUSC)7fBpTxzw`J1e_cL*->=8V`D;Ia&Hwz??C-bP>;L_k9{>Mex%~e%wcmf=ul>DU ze&4^(@pfC^*M0qaf8Wn%tKa{-{_W-K{Qv*>_xtVt_lf`C%k%&LEtj|ZcQC*H|L*;D zU*FIF_wzFU|L5`d>mU5x|L>dB^ZxpO&o0OB`~P`+{m-lA^Z&h-ulw8o(thjrpV#{3 ze>MDDZ(slG_jmi>=lB15xVrxDbN~4IUx)eU|NCM1i~s(=ulwtMZI_R;tNr`+`TY3n ze_qG`-G9IC_gVY@4_B|Z|9g1-^xNnEy}te2{O8yH{~tcTe;U94@3;CIxi25>uDtzx z`?ti8&#QmF`uqQPzrQ`-uU~dAKKDUc>SL*`SE|>zLx*@^7j7yb-!LtH>u(I(VoBm-@nKI z|Gj!|e{lcIWe?4se!RZ_*Wvs7{y)5(UnlkCbNL=g1@4l<{=hAzR44&3MKf2^~Jl~(&Cx4osV~GEEw&oxI!|g_r_Hq0ER2-E5 z{{L*87)mOSHQ{o$+f^(DVPEw=y5`tOJM=a1jZ{=aHpU-y6a`+a|Z zuiy9kN8|bW@c;iE?Ejh8{o%L&*ZkW5{a@C9hu61%xBq8f^Y38&pO5?Zpa1-C|KFeb z^ZN_`|2bU#{{QRw_n-fK`2GKv?fd_{+it(d|Ig3;|Gx3t|Gn_-G5=Y4`!7EYe#-Cn zul#v8|NrCkGu%d%bLP#oHcCEq{*2$VT~8lMTAfJQuDEB>XZMVst=oT{umACFxBru~ z`~Lk%ey#uK#_jF(f4=-(|8D-j$A3RRSU>-t2V2D-iv!R1Yg!%pdpW-Thw#sx|NmS* zzcl{G&iX&U*4O`f_5X(5-w#*U-zu;FeR}@?Pw!JE{8wW8IsN^>J-b!PEKe(T zPCgUVX8DJAztYs}(NgnQvIjk#`QyC3`oF1rm;Y~asW|%IS15ndib)x^k345AYSq;6 z`N5j+`uB95qtc!yyJeE6C(BH-IH|L}l&k$!_>xZ{c@MwZOz1i!qRAr^DB-!sbCK7g zuN~@%Y`SL}4zdN3HcQ#qND&Ua4_Lq191|OS#kB zGsJU?+((r&D_SK3XB4z;?ft>ccSu37-@wBq@rgvcil5Qx-G&eU?wR!6*jF`xf5{?) z#UgB-8a*oaR035mRvnpaFj*|kDe=(qpJpeOdsNI!?o#e{+8+%f2jOm?zDX#kNRA`xC*ta_^CWAbu}_joo_<6z-E!iI(YC-@9NBE(;hGqR7MOP1%~H>#t7!?>Ro)g~R(#ESLd6tC51TVD0{MF9~1? z!ike=THZOI*0X4D-*P0G|L`J5Pw5s836+WFy&=6@^giWG2y7DeKDd!pU9u?Nr0Dty zKLG;|_C&M5nUAK<4{w@!JGbZlen~OjOMx>K5+Y z;o}{5<#so}rZeV$1eDiT%v85vdFeK%L`98*V~O!bw^eRY;+0}2JdSp5c_fltcxh{d za(V9?7RJUB!!+UE%Od*=1a|=~cg!<9xv9Z%mvr`$tR$9ARZ$|0Z^-;MyQagoN?2eQKT|419!Ibx-5=-^b*SS3x+Y=NfygLPQL*zA&s~)eF&NE4tT29%+;?D(mcrLx1sgN+C?>s#G9Mppr z1p8d@y!KGM_YNnMe3Fo*Ns&-W44Xj5o=25&jta4hCi`6kIj;xmywyy-a&tZV{R}^IJBQ_@ab4R)^QqG$?GBgppWEdw%))ZXHVP8% z+$mpP_*9kbG1{AYcd==aItRy+>Mfv*#aU%ief0hP9}idWd3Q1Ldqz`(!!CD->z>c< z>y?Z3=s&m7UHtB1PN9AWsheM2+U1_Ac=&AyJfeN@)E2#h-y7dubp4*uNX&E$^ zc(pll@@j2#uWz(UcLZgVytwHn7OGouPC71mu8G6!%xfw8BOGjy0%d~BJrh`p@7G)6 ze*Cmk^u&!nU6sq54j6iT&*+`QGV|FD^|+hbaqd3^lqEQpRGT(aOHhhBcM+bV+{Gs? zerzWkJyG#zt3rX;lHx6L;Ns9ryJo6-gj{iB@`Q62U7u$(H8@&912Vn2M<&*zuW$d6 zwJ*M2l-ik{qRt_)q}XKkiZj`JRNOX95?aHP6k*~4a=jxg^wXPrK!M*kU4Hu_aSvgZ zKF3||&@#&ASnB=tET@I<@O)8_kN}0p0YrE>x`9G*`i;fi@8DKdo6OEQ5*^ApZTi9k zl@s_bxw2=1oCiyV%{>aS9uvUMQ}7kAU^^LDW_t=06jO}e$hvN@S!3903rdDcpkycx zO@@0`FAQA59<=0fo%(GB?GN2Wi(HE}5jpQPcHO^^%n37Z-KMQ*YVApK+Rt`&MCQR%upNnO0r)!0i)@_RgM-8b&%&DQ~{y{wqjufc)m50QZ}N8^~{RNt5J2 zew)MgGIybAQN|M$k7KKo-uNz+&bi}dAmAaM3Chv1m~QM*vYnu0dqm0hh0@xI){YJe zdjq$CGPIn#4a>y6i@aw()bS91=?K#0xC^GM8LUh8dQ)Dr-X%!#m1!!Om?kWGCudHA zs_w^2$D0!`D#U_4r3Ceq{Olx=mlH)^DvG@fTtD&JiCAT8Q1xMX)8#VLd2@w`xNASA z{&zH}XzJ3t#L~%@39lih@H7iaiF~iWz0YC)pZvG23JDWrQXzH3Wsdl#H?`%KN87Ln z^00VCDY!T&bneN7ROyX93bvCJWaW)F^%^nl7hqwzhzPY*4XM!*% zw$jvHXvyPuVz)JvKX5x9P}u7h)nD`?(68x<&Es|n&P(sPj-Fn{!rWXk0hC0V;Yoz! zk}~I|WS&cl`7W_^-hcX4V>hHA*p+HAQ7uBwYtP)rjt1bmpurJd;5W}<7nr0VyWTf{ zanAvLmd4}>A4QxV8@3!P<~Zqcn8|TgLgh|fLl0pd9;11#88$r^Dx?;Ev~YS{*-|z^ zu2;c!le^F{1>2-4t;-`$`PG1mk>)L+syZ&AQnEVyw9zrvE|60vf}Gk7cdEuEWz9<) zJ8~AoqEBK;x5?}kJq3yL5-MdMf7{C6)aYpC2}-P<&0 znfG$GBwPTce$3`a_l?`)E7B*pykqIK^?*d%p8Atb`JY*&y&C-un;J3Nr5Bf|Us|&K z#uD|rOE`t(Ppo#o3C=Yqb{)tRs6Lw6dc01UhvkyzECq!Le$aMAq=K@izl!Jay*svh zs%JJGQ1n<0p+0Fz^7Z>_bC;Mx+ra9XW*1Ek zhkau?{rat#eio<+=LxD|V0PVv+V%U>Hcwc#fdpc3<8EHguuFRy9IZV4F(a!}<)xpo3prn2%>44=hr^`YYqn9!N}xW(p8ARXnjHZ@!=C*x z?MYAwxWuH$!~}1ca;IE*G4sj`%WE$ryLC90gnNK0X^th?CbKhiKDZb*Jxz^$>?r{1 z5iAB3-7?Tpj@PK@i%(IB&7J(sJSX)*Z5=*Pwf{urM2U0b3GI35JLZ8}eb>S5DmO@y zPjBpzvYjj?+yD6Xn(QrZ??8?5UQjRMXPdg?6VdaW@206sa4bm%HFIR)%^bI$d7eG< zl6&TT{gnY~+0RcD0@q}pSonQvRc{1{-LRRMkT9X|A`4@439N0;CTUouW@vTKaNk)Y zhW!F8e2!Lb*-tK<@SGqhzw}_-$KMmR;sRB1Sk`AAlDoO@BB<{XC%4w!64cx_sx`m zdC9%=N_#;y-v`BI+2F*ad?n*s*K^h|cTjFL1?9$d&^DOof}<-ga<9Dj@#3P}i?U4| zAGObLE9;e!vg8c)aN9@!b8lhJcd71eda=Bl<~I zQzq|?+0<=&@RZH*uN?esuFaFoI0Owml%PG}n+nSA`YP_n-MjO;&w+!t@7iJ+Q0`A{ zNZ%;%=CAaBDgBi~*xHI9ZNHChcU|A7=3&DP=^^zO390xq-&x_c;o-D|Ty0Qm0Gy=c z;7O|Li&Ire%)OnuDYAu#R^bzs6Ppe(AH6Z#tN6~EC!kaXYA?cD>*a(gGp$xctm z?S2R9;5`9XNQ>vNoIK1MrY5vT$2>yj?1qd9Aj#&EerWHHP13eX(YC77w(4RxxMLsz z=@{tjNEKLkPqAVe|3Oe=o0Ey@CCq`WMj!`%5vu;Os2ZAl`$5Tf=YiUDZ$$l_@0fl9 zxen9>c7Qj58+&B-PLSDqL}o9vxxK#k+G3fiDU%g;ibTlxZZOg6($jMd*zhrAyXmV`~19faz;cZhf4M`?dk&Is3 zU))zLSp-$Cx%9q~0(GEO9&h6Nwk(f3$HC7)KqIqJfUyzYFl99=`r=jeMXLCVmhcB| z#|Iosinq*r0U9DX<^3n6PBkLV?M7B(Lc#=C;(>OcB`vE|Ev@o;Hm$8H1%+dy^Mp9r zwG$^R2;Zswbt>+o%>m<3PBx~OQlLWddIqHTr!ygNad^<;WWJkWd#ylaVuQmjx9le> zC$=0*U%GEo_?`!cjG7u9cDaE{dQ)g9f(o~(S6-N2dlBmPNWAHQC)grq{}Q1kcM9Ie zH}SICy^_n>k}+W&IC=NN(}ro4s;O1n^m}2k;3O&qtsg#F92PZf;@!^FzZldNE(T@k zxri*?7w6g6xBqpnDtG5%M0~0{P7^HSPFi0fYs9gn_{*wdQ27Se<=_U^Ri2f%dd(4i zNF$R2)JMu_c>iKO%jxW<p{uJ?#P!{8IY2I>q^GAWtXJh>sEm4 zJ(SSkoRa6(_piZW;f=-ms~%4{ct=uL*J#G!1ixcF*)@9(YuDbqEV19mMnXKaDs6{% zPp6UOnb`+Jnlo$FIHt-h6ylotXi~@9Lv=szKj2Qjpka9~&!GL_oE}Mb3+qMt)jl7q zPBa&0gc$WWvGq=ZX_QF)@`|6Mx9jMyL%WV^>}|P~P?o&zu*CBepL6Cnlx7sB$|h~C z58#_}>E$fL6;t}Ivjy`m`#N*M6u}Ml3L#o*Z@6E}Eh#x-cI+naGlLnE4IeWp&ffPX zv6p=_`{N55cQ;8kyS<#1Yj8CoYCfl%r0Z{Hr^QK^_ib1gxGPKg@f)^ci8Ci>6gJk{ zzc?)y&M~>id2z{|G#;s?pSMB0C6TJ~4&=ItzYpz_ueK_de*ET`Mf<@yCF^c8i2sqC z-oEvS&jE`Nuj_fo76k1om-aE8aV@o)XuZYhaxmpgDKn%b3T! z?^dP7?9~1E`($&`f+^?j_c$&sVKASOWw7=<%hDc>e~b%*44dO4!Zl?N@usEoXf2Jl zn49gfL}5d^=Diaur@VW3{*1on((WAx_ejF568ql}uu|d}$SS|bY@3bQrd}$YbIx?l zhbcwJrW(1ubF>Wb5-$QdZz9}z>L5K4r}WoUm#v$gCw(UGOsT{f&*xgkZ`=>>uvz~x zY%=@f0L{B+B%8fnX61oHuQE)_@}bSdf`4|NAzG48V~op>9T2xWE5lZ7ly)rIOJZ6+ zr~P*hb~n|RYZ{HhL_jd;^ zOtd836r0^VpPfxub#RNFa8J>x%A}_@j+XwLLiQW5^V z*uvzL#`6}(#XUvqW`YBK@tmT05tjY|=O)MT1{iSbYKEpcs!<(4CVu{Cd zdNj8)%AGp4BXLGStARBC6ja;Jd!;U)lMc4d=TlKgm%##&LU0V*(?nSM=rZRGYWtHtyT=t zJhU+AWB`|Bh?h}5EbC7`XYBo4@>1orlfRE9yaOkBqf3^vyK{aV-7)DCOL&hYyO-ok zP~w;fPaJSP+^6Dsp5=jar1IR&JC||3vq_Kn`9@A7b<5|REyafx1i4wmgTwm#nz_g0 zpO+=x4c1&dSD4LzX;0a@nUf7q^YB|P%zrzLdySR4j8rN}TOeFppdVP9@r}2KcCl+F zU)?E}Zhp)X6w`a_-ydie$$b8^Z8bOnzXiGRBHWFa&lzVwm%LS}Rx3Hh=+@4(vST2} zq!;@NTY61Yo0k?-bKD}}RL1ibN3b)%>38XzvU!o#{kt=A#jn|VNxq$9@MCBCmg2K> zdS({z%m3Q+T=YGMs*F_X5^w^xg8D4b&+5F++~e!d-)=4KHM(S(ctJyXZuYa3GcIBr zo2T!c@?+}vgIKdlq-Fo@ow?%IdO?W>ToxLhJ2@l9D6nhFXOknV+4+wx405wn=K-ax zv!IIMS>(z`Q$8O$Re7g8d-sNWj$X#)%{L{P*)`A3DOs24vXmqIlEHzQB99jZ9rbwL z!noAra~im~;q+27ETma??3;#jly3g5(!B$)|J9nx5Su%JlHm@BhuOt9zK2_7wR^fO6=p zm28)P`2?KOeBL_sbH%}=-5b_{ymsasST<)JXI^DxYK&x24aW;mi5+;36O{d8jKLL( z7ud461#`rcukK8H*K_c^?czD0V6=I(s<`Rt_xwEtM`sjdOabX~1C^OzT~H_X{{#nq z*xc;2bRJL%V|IPR1GChY)7p2^|67z^TJBz1Vl=oVk-%GrjJ4 zZHcu|rT8q zw9D({oLci^H+u`gC9vkiV$DsjYGxI78axaD=ZUGHqzWypZdE3}wb6TZL+{P>|DyX0 z*!qKx)#+BPJDlKWb^Z54c4zhIx%1c}w2q=DV;gN#i?=liZ*A<+GbHM?EWK10h16U-3i6^#vH1*;7gPMK zu3J1Zw>vcTc8g$R;ersODNbxt;f)TBr$;_F9{tSt=%>Qs@7&2BG*XWgpOrZlqn^xl z`^(gV$GQ*KzRs};IMo5pYZcJCV(FX;yA2g``ZMyxuZ4QCeX~wpQ1WUgU-F#EhEL5N zeX>5p8+?q{>_)|cDT3!g$>bwEnS88C_-He47DV6M-3Q+si)jaC92=hx4BE$dHIKH> zu#;%_lKcuP5CYG`Yqaz1Vdo!zJA1qJ?Zi39Oa0Qf!-E5&HP>`Rke1vWP?^!wE za_j3HgC7UeuM~sIt&{84zezp+=FOds=gpvibd!VzWTjbF$)leq9{ptaSYz@C>b{;! zXFQ)**-vdcZ+mF!ZHf6GzAlIf$ufCl395tOt)!EIT7pa6I-bXGSQj*Dr!**gdl{+E z&DQy`AmGr`(xcUq9PM7J&YCF!nkV6!{A}bSZR8c_^}E?zKXW$$oZ)QJi+NS=Is7@b zV^W^+o!#dwuqBdB6>{}&Z?}GxVoD6qOn$m^-fM#ylh2uo#Z>z3*mLIN;r|CMLa?N* zO%-zb`H*t_V@&^M>BlmlHbow5d5B7koLdeDDC{dhVc!7{`_AXe-OrVee7+b_wQlC_ zgKt3Xii&g3q}Yn4CNR%^1_zi$sFx&p!z3c3amy; zm~#1?`?YiK8P6Bz+|%zl2&zM0LyD2gW9qF!?>-;y_z-d`t$VarDCi_LpoSe85oRM3Sh z&981beOcE|?<**pF{*33jb(D%`|s&jRSH(*-&#yjqsMz*gVo$M=+VY7tA11awKP;6mSOsbc zV$*m$`|Iu2(*7V&(W#|++_I<8@7R;l13Iod5+e%q6Avwf$fRy523Oi@8c(-;?%evB z^VZLlEyaf(u+P7E?kl9*vqi@|pvzXLq$}G{uE%+4PZ=mZX28>9=5yif=fYb)pUikZ zYo{?A$VO0WI`dHWu{Wvby`RYSI4=h2F*ya(V{i&dPs_pPDR8T54yU&Y>G50Md;J|$ z9fBHJC~dR(5!Uk;%=HKRDRm1dI1JS1YOC&%ao%CGM0E3%i|5oqZ8muQ^m)ydH(Nf> z1ba&-`YU(xgJOT<-GuW)}jvXpK`=;k0zn${D%{xyu^zTrL(fr^sf&Hn2CQ9NL zo>KJa=b1;9drp^uw1EmNPz$ExdCoegZ8sERJUPQTjrpb+Jp!dF<$17Fr9SVx&b;Gq zRkv}!o;Ob#TId|JP*46;(S1KHUNZceOn(~xsm35T8&I3>2t0Wl`3&+I^X;<4yNjm? zp8smG+wdGX948(>E}-|^^xeBppg21MF7s{RWxmb)NSpq*X&@&WW!&$DXBnx&-A0G@ z%AXBe@f=jhVN@{2tDhI%z6@%Ncs@HP@#lf@tDR|n$IeKu|FCiTUOnzLLTWNnsUXV& z-C&jl`hhH)uQ>0#Q5dKbY4iwM41cZbYgrzoGS5Fd#_$`4Bj-(xnp3fFLxr8QO?*%5 z^OnZ*wr63r^_-K!8Jyqq;%ZvXH5Uc0JlcV!!P+Iy2Wp^!db%s1J>9znQw^$bUhbMb zRgkaOt1a-vg1||Y#*jY$;yGpeHk8TDf4?O*;(c+y0jTi&8Ur3+m}ql*VnLC zSTh=T_VbT{GjF$+@`G{(s75=L@jPc;=Fz3PEvMhJYwmd1Rj^_TX33iP)~4>}O;GUz zlAB-cW(~@rsmCT4f7>*jwS1Zqw%$T~gjN4?X>d^o?kyyr7Xww*VMTdy*9Tl+k zk>evQ;}^`)hjikNPC>(eYWkhPi3OFOocuvy3ZTx$;XM%rX6P&-p$@T-x@ZdwZxVvdf^L zY~9SeGa!wZJ0F0ym-zO+(!WAw3{))m7A0wdd(`F?02jYOC30M>*tF2 z6VUGe>%y{TaGPhxgbSW=-%7fxvu!2N+dS%vKb_5ZE-xS@di!Tn7D1=t+G&Q?OV>KJ+H2(kt= zhH3>LLoET1q0R-3q0T)A8AH8nId}D%0&V8UpKOk|UIK;SuDPIL(zkaY6s?SpwI)7ii(@Rx(UN(3j$^kqU zl6U~r_+BS@ZYc-5m+Inq!fY7DhokNPrqZdCKwXh$ONnML#bCA_pPx@Hd~CqGLPU~( zidP%BT!GasOXpP0i?Hp#{$M*OVSLX?1@`j>6=fN1xlBBj(RpHpy**q+pQJ`3Fc0}TY{tV?WqYbp_*7kuaYH&8DcG&T$#CV`Hv z!N!II&v7=hYc8Gx>%DZ<>#grOo!Te(6x77WrAy}?be#7%c=V4~a{YTjz5eYz%Y)o3 z{oO1%CC9Gl4Be*~cP8OVUfR*$Y0t zKBeeTW!giVINiITR=~zLh`#0}F7tK9di>6fn~Onx0%RwuX*>nHa8J}OP))RW4rtg4 zG|XpqJ?2A5SHaV1kF@rJ+of|sBMO%woigDmMVBhmUfRr?nJ513^nb2+iDoa!moeu{ zLA|*ud)Gt!cH3-Z*D-@fKQP9iAj7<7)8-1Z+5hM%S@+xu+;O?xaQYnQ_dL06#aIjN zGq)=5{LJ0G;a#BD`x{9H&=!97j-&R|!;d{pZSrjZRbUv6ZsYFfl8-9QVB-qlnkf4e zvrdj;%ue1NzxoOnU=HipY_6E6I4@mtbv(~ANPByhrR3&w%yLUSto?<5-Z8#aX?6=V zy1E$Jkvpidd~W)+bC1uh05{x@tpYXg9T)eMoqHz5y>6;f%+B5?#pg4g-$dy)+GvN) zDT|A+K7Zj{_r-IZ%2|`xFEz3+qehUkbr{DcOc4$s1Sb-THdp1vn4P*GYP7NT zCJsHStPwh2mUx%nPIAk8M8!AJbZ*P(!yLEw8DVQZKpg4hWTF9X{0AM|RSX(dHkw?l z`RU#=lSM&pHu{)7mqU*#ZC>Pqhn+sg7=xzfK%J{+g6pM(_0|{H?05>QRzL$!U|)lW zY`rW$?%7Zw_kR+oCCkUzRv+SAux(y?(XM?G9Wj4NOB|fuKJfKPH25z z*{i)2+$TV88J*c2)GU0SUF`hhs$*{tRe1@rO;Pgc1NBpzEnjBGiHCF*EcN*~>k6pn zau93J<+bE??$@>N1ljDqn}DVfC!O(pKI_9uo*wPWgSKBJ*|Cj}McBwI%;Ptz+Anct zu3>@J(wU&S;xj4xi@$9Ozmfa|G>HI8$%{eLCg3u4@tiWd4P|oQLvHD<$p%*kZlL-? zJ^7im7|XX!%US&U60vnaYi>5ENma4vk9KYTVWIvs zP~*eR3RLnhft37e8c&yeZe05L$B~b35A6b(tIjiT?rF&A!pyse-FGA^^6yZR(E?90 zfqHtdsXA-<28kUJLHz=ZAyjMmNNf3pbNfNPOz04*b$W5H@H<`C z9h123iJihVfa;&Po%^-i(w>TS$8Yk2r}htbWiP#PS}uWm6{rCM8vf`tf{y(O_Y{E# zhB-dgm|TO*(^agS3GSEutl>7)aQ$ZOuWI-Bwc~N-r9H^G#wXy_@``z<^N;BV$=HjWPE`FWIO&(iCS!?ImD00sKsjp3xo1%)^f+6zD;2yXJ!?%SStSN&DzAi$ z6`l9;^$VIG5!7$)l_!49+9UJXISC7oOmM^)-^`ep@YC$*<1fvH30G1?N)I&z&Vsc< z7f(tKQF1#fTLNmLwDQ#4z5MtMYzajJcO1ub^&h8xC&*}F^m|=vlU!??7TKL_`g=&i z#zWFI7Sd|aV)Z}AIeoeyHxp?3Vg;zN(X|UUTi*5SNY^hG*V;*2|FjxbOfl-(1uk!c zPw?`+S$nr_$LzDseC%$Lu5%4CrUYJrL|DR<;4A83SJX9LO%A*Q>l_ANxf%2R`JIXh zN=t1f&W({^_X25J0oSx(%4V6`q|+B4xAuTLqW%I`!9y?+ednIdQoEDiRZuDW*jOK2 zOh0`Anz4ngI9NKT$ZlhioulP^(9!_tn0?W?XR}V2y=c+i&bj`#As^ZdJ7_-Nf6biZ zSO4B_Ej@n@)Ix-H%MU4UjF$}0E8dgwd4UXQWB_dxV19&Ef42-IE0y?3*jSri0u7z{ zY-oR?U3>G*IXh75umYtHSb-$*bjjz=rJsMW?~1)~Uen;zjgzj%*2xKbyXBrQSwGX( zdUio-WcZHsw!#HdCW43UUqXiME5owNF8w@n=_kv}nrSP4wHg*oxCC2Ra*8v*K;h2s z@VGm?(+U<`0nM{F1i_QY(n*U$l)TPf08RCtw>^6Y+-p;vIr*IFfyK|_C8uAnY38>( zgt-pj^11YD=h8EtZ_c@=&sGdx>~U;CP|nn!4e>uX%=?4`Ph~vcj8Xt{dRe}$NqcKk zXOSa*E%a1Gub+g)^h=Lrz(bw}5C0x-k!IT@t@AKI6I8rRg%>Z-(bYR8NxL`PdkGpt zmE2nn84Q^8v52QSJGCP^4_uSK1$Cy7CqO{0y}NfH@rD>q31y2>^4aly^JmFb;8{3u zoB0;J&3xHJ>aKz(@vPH}pPK&LxyMLPKf6i42Gjt+ zn8)DGe$Kt+v+K53;>S`zi!Nq?hkm^BjMMb3&wh+N51JAJ)#RY16|iD;$>-LkpII;c zR0@VPo7puXt17(0?hEQH7rHKF59)8f1SOG)&{ZD^QzoASjYF<4-o4@7@p%)^nQk@) z#g66d?0pmaZ6_Vc-_E-4J*Y&u1WI@@Rd;5A6S%0KtHmpRUVPT6=QQ{p47;}_0d4{N7902LlN>n6_e7Sz+nz_ff-n`ukY7;esn^~X* zDw1wF&)=l-s~$f56YHEPbR-fqR0FKFK8flHP^41yZ*wtaL}+ZNCG;1 zv0c)9n$n%$GezwFHe=1$sc&uGv1|Y(k;j~i;IpVx^D8Xd3MwTYiBAEgEKvT0&#ehh zDZ2IZ)UC=rhAF!@ygRw`B4|_wl1R9$t<`=1lyyfl*n#GvF%k(hG+^VhpaSh?jPlLZ zJq1tM{H1CG_|WD;{k``7Uz)kpP9a2V+h^|A8mR`L6-B~RjX+cEhw>(_@6q0QXHn1; zZZBKo7|mlYOL<_UC7?zu=Txna(HB9p*vLyoHXL%6ln4*n}R-!)>8%=QrtK< zK0@8wP;K5k=+L2`Rk&PG&hsyO&nnyWbQG?blJ^`m5@`(|iG*wWuCesHHDU?PPqx^u z!b-iu^WQE?WT~m;DGHm$liyVO>zw!<~k(>EZ92T_SEB+VRos_<9Xc4z&V1 z<0E_o^AUIiv!X6>ZpQ%$o9UOd&qJ3?vYr!;m;C37Mex^3e=CAO5M=|2kyo^DBJl(@}Hryn2TfA#0wCU;F#u^4B{OpjC0; z@tlPRbi;eJKMRQ`+i0+Ry{tMX5#n{d7`nXY)Qacw0$QT4f3}uRy@afbF`p;(PQmO) z6Mr29Ex;{4wjgNNJje>yc~iaoZ2gza+wU(l)yvKH`kA?g3#Nb@f}7QLWS!YCCwPy@ zj|3Tssi3}q0emSyLP$}M*O3(!QX69>tf9U>8iRe)(o2Ck^~iQYd`Wm3O_dW z`}w*Z8E4R!f3bj8F-BPTTZcebd{`$NX)Fz&Cw;~<{&UoWLYE$G;k-XymY{kV)RZoR zFLNrJ7h&E1-36@8UiS)k6dt^GoO#_#l^DtJh)O?nT{hZN=YrNu`d>I_%y}jd+6g`e zT3x6SX;MyL;Sz+ABQADyo_MOixGvgObe zvI6PshTu=yk55f_5SI)ZO|u16)>q);30FR!c~yCbH60WOpu`V~xfRcI)(Otz_Pg*e&ED%h?lt&y#5GdYJTR`&pcmkq`yK}61i(Gp0|1D zF_!J?jn^$<;V)kzqXAm8wjc<3<=6Q&^U_y5pSk87+tQw@b&xfQ=WoV57OK9i{n$(D zq2*0bD#mHm9D^Ud{_k%mL5iGHoMqFKV&on!Q~;HWZrB2&t!iE`VtrKAxo29!KaU;% zmU~d$7*xHy0=29b&x3VzMVHSL4?Ays<+D=uSMFp7#7KwD!_?$MPZOmQUs^tNSebMM zw8jXn6La+Vg?n$oylDa;*vBD3_Qujxdi63q1>hFPu!vxQp zf>uC-dLuobg9c|YmK}i_e=}c}CEh)6yBMi=FawlNPCfs61T+~0 z8qJ2Zn?S=;px)V@4P|oOXTbg{gQN^lQT4cM;pBp+X2+^qu$OPGTR$_s-6Qc9ng~HX zqqC+<8Ks#rpPz0y-2z${`xZ1W4eOYJ8mFN36Zasq$gl~kr5>-(EjXq9_}HdnXD7&& z*r1g+uvMyi9IWL*#jka;gC?Y)*S`DUBu~%j)Q)gV`5xw_Y@lKhWBP91A<)PPIBCFF z&pp=r^(IySHA`ey0mjCdr&~TZZvDJtRWf*J$ND;a+@wa?YoqS@d||mIJ!N*7t#0;f z=h)#Rf1uH0@N$wZ4~$q2JvBU@4{knSj*3H;!zSpU6f_%itvIJ&XS{x25ZmxOzs|hl z;8pJ6fpYM8=e*53xhiXT9(u{8+e|ll^fTcI`U)WV2pf2TZ2&8E20uDXR?BHJx zYQ}=PI-up}kTTm*bNO75&!l#M`Ygz$jf38CfptrymPe60bkwtm;s_}Z{)&S6knrS5-rV}4DG^eNugpnB!x3T%B^ z@zJE);P&tGSrzrcBQp&17? zKn+juP`TeR9rHgolJ%=&L7ibxj}SBx1RHkhDZ2IZ$gQ6&Z)-rItDu+x8XN#O(9cWn zZwflWyItC@VH(yBW76B2rZPLp*XK-&(|O7M05J8wT&>3ux=d&y&KkISHEje*|UT{nhc=sE|=ArqKR{h~Rpb`C49dIK;2fT=I z>4R0p-!|Q3?&WL;?YRMsvBQVCg3qOgolDnvzB%w5XS00uu~pDM(rY&(^@pDfjBI zbI9UZ(7M#TeH-%R%!Tggy?MTTC#d7H(lQa=0$E-$_2txk+a=#6)EMwhiR#J2)^nK& zUWyFfNd>B|PtGY>_ft&%3TQV&J4^IFBR-75k2xSq_c@ry_vFDVn!Iz*W{K_TZY-#b z{E&DIREZXVrm{Go3v>cbaX#nfe$L(U*|iO{Ju=A6;yR=&QPj3KBTh1WT4|$nGH6Bx zV*{sn*g0{H=iO)M{!&sjHduJ^`6c1P@2g9;za%z5b2Po|eOhS%l@t2KkRDS?{2CFh<+sqHatD@dJD z5Xt@60ds@X&qKE=?|cWXE`cnHhm6Ceop}<{W$RzkmHrW&NWgglxzFCZ_45wPr{D!k z8=oQ8+vFLa49fBUB9ot3gSDp7*O_;`H66TE1k~aI$VHPXc4?L-f{9@io~~ zKog$EpiSDI&!tX2vOe_mYuov4N?7`}Z);ND*0h%Go3xJy)aW*-m@o+v)%W;=DmIHg zY}<3}{Bi9289-yF)z`Oizn<$Q$TrpJo7Hv5c;T_=7?!W6cI@Hd)RO}F52FnO8`K1C zxdV?^ftoO@b#9#F48J5%&kkO$jxl~cb?fIJKX!r}KC90mmaDHX%$^^9>}g`p?Kk!k z?O-o}1|T6B71T=r4MdwU+-@zk|Iw5BylM_~L-EAgQ#Ve}V~@GyX#rZ92HH`KRMYI+ zR3f)O9lU&F;@`jn;JuXwGbZnQcAIy*Rr>nfXC$n!c1e(iLeqIblPRDz)}GH(^s8e( z`muoqgD__5rY`*~dg*7@8f$f)d7hHDx4zg39m z`;l!DXqlfUc=6%|4NxJH+17Mm$DTD{eVFrfi1nW}cawRvmQJ4w-R9dS`fhttOx!b( z{FrnZt)-VOlLJ7jP{F%{9W@b-wDo#f0@<=V_uR{v;6~r264R$o3e=o?ZvM>pAg|@c z&9K?#r9DXNKldhf!xzKOVT;f{x?|Gu9{C!px%S5Umw?u%!aRnw8g^Zf)m+Ga_{Vd4 zPCjMxpO<>)x4rg8F9PdY<%P3)U^}+B;*8T`Fu2azhgey zcSOA6zwMe*QQKdbF~#qBkK^JJE9hAAVz93Q4d=#3eCM9;_Z+kuA#u;V$%d-F8`g_F zZrgfbuVINzfY)~LAn07kAZSyNn>A>V_QpB=HPsU?ojxbo%&xij4cM{`@mI8KZ=RO= z{;bY`uNSml7i1-5y>9yANt4eBdp>_Z*=6x0pR4*kjElcmK#RE}>XMhI+a6BKcQJg!uAA!d6)rtq;0?RUQy`lMdqHc6q=fDqIKHDuy1nAD)l-L+DH^RjTBl-^DVY~xO8NP zq0d1F7|eR`v-(Twdd~Il1^IeGyW1~l!1mG~)Bx|Le|#C#0GC>7o?|!zbcjLVxtlS` z$69q;PM?-4&j!y9VcUZLIP(a21Z3|E#0uep=H3>`@H|$z9iXvEY>P+x?{D4??p+i? zhCo1;wXT_}6ysT3^X(m|bAdAR&go_O(q?0c+`^J2Vsxnz zYZwYI`K%KBl{@*-UPI8{!IE_|C!aI*Ewucp{n%^f15Iqxb2l@e&jgPrgXVS@fV#Ti z6GGOc2r?bK|95I(<-CuR3_&yXbA{Qag4)>7 zJ;>norp{L9-K;?4{wtA+Cv;11 zP4xs&{C{vc6;ZP8xTWM|d;5RFQ=IZVIJY^0HVc88!a;6G+bquO%sp=F3tE`=`JFgu z!@iX|kKB@;l5@{y-6x#<|~mddo3HhC4hVk5pc`#(e88fhNW>agQH|8}RPJtgycF&4DVT>81f{z+Nl z-Oa_|dEXg_D{R%1PxajPGR)J-JkXY~abcPudu(?~!ueP_z4?YVsj$`!GQxdA~oGCGHK@1dnP$8xo(I zKpQbX8#y>DU|T*1T80qo3(7G|JX+Y6era|BFEiWs>~_a?$<5d2hS^L7ExW@Qzyh_& z)`E7-X`w6x71k3{i-|j4arX~s1QlcBcwB^yzQFnJjql(?l%Np<(Hn2(6jsKjM`*iZ z+j0xl)C1Z)t6u}!K?vRve5tAYxPYE`Q8^DN`6KUv1#JTajVJ4U2k$Qh*#>IoE6>}! za~W%yb$ZOa1>eBkER5C9pz-97H^Jks6@C&nw&vHs=RwT*03Kv8NuFwStI`l-DKlt{ zchYN6Ye3R^n*bYlLxA5gpARxy!hda=E+X&z12hZ`N>+ieJTtFXYEFsWhLSjix%@_z z`wiI6ErBlqd2N>X0<_iHhogmgDH|wVVGN?`EdecB7XhtS2CY*8jh~!bGS^toSMs`| zKmo(@Ne@MgULXcSG}Y&UMkx#S#711#REDgQT-H-@?pe}pMFGA4^>g+nPFj3sT8{N% zBL#(q{WVNMGOJq*_x$94v~Y{})^Fc>+qG}+I&WK6%jwjr?&R$lP`)@`=#gaO4b6k| z*m=slHat&F6Q9v+ye_!QHeb2=UH$!8{}R6+|FFN~pdY94`P09nSkidEPi5OPi)-h` zQy-@4Gi(fQvg4O{GiAZ~(`WPy*wbT{i`3q8`?ZI)_8!--J!foK()z%%i)%|o&rR>z zu`v6O=~H8-jloU!AZ-s2+UoDQ{kv0tecr#sEx}Fp`o_ga5|*>n%e~cBpQ9;L=p6b} zUT~gZ$6O(nssjnjSsLTg${H;#9$PKt_+lpX;@`gsFXi2=RnOQ#H8#q*Q#2?(lCYGeQSR;Pvyvt0 z2bNALtn)tN2of=Q*ptuP%pz5xhWU+9+>$r@%{fd0h$LFOrL3) zv>~X;vH#mua|>?$2SJw~8A%JWPZbiWI*_oGr4{1CWbLb(Tzk7ks<^rK3a8Cy=LuPL z=8PcoR4wD|9qSh!|EbG3{S{wn`jMYrrAJM&R{5>rF|CuYxKjd$Se6}tK6j}F~HglgjC>gGK zbbk3n`|sI-KL0oTcK#86v@&4Y8< zdBVI3V5vN)%lf@i`MpN#_blacX>x+i>MI|Wi6vTRA2HdvDyFVx*gf_c8%cWl7qqPnBM(a{7L(P z9VprD_-ypq9F(rC^^MunbCzy;bguZxxxfB`m+gB(wGtlagr=o6MzW;!&MRTKsB3;J@;#FXfNz`@qUGX9*LVbZClLW2AB# zN1j<6Gtd=Mcm#G?ou6oRe!;ooz{>yPh82B6S1K#5yAP~+ zxNniV5bK?vx%~C_xh>XASpc^3pcm(>J!fR*6iyAgQrUNwP>;79RF>u!U4)5Gv{!@JxD{$*%Ed@v9{OUuio<9YJkIU*DmOD2!_8&M6iAaoq zwJdsGckS^P{>9V5(QM<*`3{^|XFa%g;l{zz??|b(19f!R*-`OO95|O^~?gLQ(sMvgrB0 zWuW}LerZePb4c0q;N0Tc(hm#&i58xXc-Vi8v3;u0ok~y%QVuCW9&0V#@mXf)XP$R9 z+@H@evw^ifeXGN?x$XBV_81Lb#{RBD$KsHRpECk<#!hUSJ?GZ{@A%7 zNEzv{^wb%tcdKO!wuKy6x=Y$Y$z{&^5d9OM8ydZ)&dhIw6p|rpLss!=J)Q4j{`YXk z(ylYk3C}tXdWp_7y%R3I;#@=auXFXrHEuFttHiWgdBRqmK!j@bJ@;>S{b z{y@Ugu4~m|+ctCDjy!D0e^5)B@%puclQ%K*X{+7-Ump z$1@w>hfAj@oUaBsHVom|Ah2WK)wj(5m$)V9kh1gXGdc#{2i6Eq&YE*ka_`nGiI2tp z1<&_BILFK;4Jtao#p-p9qjSGcw0?hZ?srhJ!rut?A*igX4S)E3?}5(iC;g|?waJ8d z6@a~Xr*bC5i&vhW`)x0)ef59v^0k_xH$HP5UcJ)j3y0#H&`R%arnMh`bJtn(wTJ#@ zpKmkuVLsok*I^8aJ6XCRi7xrHX-Lq{HZ3jjiZ2|^!P6LQMKbslHKsGHRh;5p^T*v{ zO;33O=i&P@CBf@Bnu>Uv{Gq|~bk)|PtByPOD9v%=ITs_?@>DB7Gi=)yjp(Syx>q@$ zSGzr^e95O>!R35grsVoMhC^kXS$iQB!PeCmZ(VhH%d}H2vEr4MbHBi$vZ)JQ8?Om? z9sGMj(EOJtum4lsJcv8DvmA%G^YN~!Tk@8!h)%ev%(FYRO-`}pu9kB*(^|zTT64Au z6n@CLz5J7yIs4sG?S>7}O}S7<-p$&Yw>5D4f$i=RW!eo7s^S{bSffNTdfD$?GpJX5 zWEImC@uU2POv&}N42SYKZ$TYcy8802tFCvMKFTG2NcLlSSP3#SH6w6=X-klNOo40i z`VV;=4{h`Kc4>!$f|4;F(#AP8b!*Yn6)_7QDD(Koq`nYzidbi~MdN~$lP0VBx(4Zw z8x;>l-+@`Cwhs~-rK_*+y6S$HNnAeh##*B<0Shc!Hbkdp@GjiPwM&#&n?GXRrw``r zcc*GMY=~)^0`=EZsVzmkfjb>eyGu;dZuro(n&<4PcVemD*?X31J$!Xt@WvI#-KP*C zUk9~otM}*6&QI2}fA}oe_EyW8pLLcqhktC>{Qdu|lJ=lPrF zLu}jlRLa!e-mR{V!CpRbL4Y#HDOHEfn|6a@?3C>^ZJDqSC4z}RW;f@Z5_Jq%7x>|G zDx`XenKfTt+5Ww}x=pLZoSjM>cH*tNXHQKNV~uiNk^P}=eL+O;e&g>edFqQV#O@Ta zt#{lK(=-oM8OH21v9))rs$;R0PmIuWJ?}0MQ^I*+kwZ3z=|Sh+%6T8sKR_ef`{L)t z3!X!3`|V&|_x`W2Zj~tWzW7PREw)zg)9Ibb`c3hl&4PleG%Wl;dKSA|;srTj2$xEKQ zU-&H8c3127r*@{ZT%d^N-*YrNTzTE$>O(E{?Pnd!?*_g3qjBS>5hQ=>o;}w;ajyKq zbM6vl-W$QrdjoRbm7a>nu19zeZrzjg-2Lb|cY!kR4G7oGl~=ZY|Mihb(v7v7^y)RD zXHC`B<=WB~AZ|0kNG2>gai@s2y;hlB(}tL)xsdoOe0u54ABmfl|1V6}JhCCCYp(b< z6YUF&-sJUezw+!rA#1{_4~<@jE|{_3-RiyZ^Wp?p`0X~aws$M5W3iS`yrGx+ZO?|K zkvA_ba>(AZ+bp!;djyM_=FjCyHqHWhXC*}KNYo;f>czm~4*T;qTVA`64?kx(}ybHc4wtUsHu7cKH)1SNm zSz7)@u`PZ5CX@OW0gw`|Eys3y^Kx|lko~qee$xZVrU-q<%k2W!R;0Jzh0 z)jQ~$y~MTC+P?)3bN}9Swoc=Mj8lZZDWG-4?g?*_+n~9Lno9p4U9`;Ba7r9G6MEz?{7-8NKD^Arb32d`gd1wJum6zSiP5 zM^n|+rp?f#{q@qET3O5L|2DHUk8FtR+T5>TQ4J{?zTT`i{?~QC`}(HT@}9Cgv?2D;7I4tqUaIlCpnNBvU);pb^_${%zmaSX(09G* zE^y5|;2X3Mi<`A+y>jY%`CX>164$%~zcHD#3xMc{?{4+%Pj^pPHR<~4^Aaspny2iV zHpDe;g1d7{t*mDC{*wP9Nd>9$juGpPOtg1Li)8ecUw4}x$9SW}^v-Ur(SFr? z^0!izx7icE3AV}irFQ=d*k+;)$$;U9drRXLZ*1Awc+*0#<7?28T9(AUESb(x@v z-&T{p)y?`Kk`$ruddpp)t}tZDUWT=bSNQ7={#{@3M%l*vH7HesoVv{$?$p>>Ag9JR zZ|*n9nf~aFGRN(u7S)VV&MWxq3V4p&ZL5pAWX!TLwrf+rLeBIBZ=i+rZj;n__fz-o z?=onW*ybIpM7YmBsx?F;LvWl7x4k_>TW^6je`$M$vh z)bbv)JM>^zT!Wk#uC0D^L7oc~^;2}$DqgwLT(9*t zoMTzxhu7IQph(mJN8%~CQ-iLl=LDRzykDRdkry6rxW%^Ll&kxZ#fx<@UF-5$Vj)rS_|(#uztk>$ z<$dvs<8YDYuDFJ00*8t;ciA=l;(G4Te)v?y_n8KN&N`Mq4a%uizVQoE`GxD9y=Fdf zZT^94?h@0yH+~gt5&zn?Rvgr#daN#0+j{55q4PH&ts~u|SIwJNL-WzyOEI;=JFEUX zpA<>Dp?mZysB$d)%Cw~|z?fy5_Jg*T>7Nf(edXKrdRo#e>4R4w9=nmJdiKil6IXt7 z_i7$l5G}|O9s`fN--p%fjvdbWvn$v?72al1sX#dM^70dx)jxa@WV2^>6_~T51>9r- zx2&YDf8sj0?Bn_6HCo`Nm7eS6c!AvM3tpZ+b5QcSp6})59+!XjH)|gGaAoP4HR1~_ zTRvP_n(>R{6tmw1j`pd4w>}S+{P%3Z?jp@ecAS%-Q9jjs@)ylXU;ZU0a~bMPS9;m1 z3u;R2j()7W)l~0^Xyfyvk~PsHZQCqgtc&eh?BBE)8Zd7!$<%hq?EP;(*NNwLXdAfv zoVQEFUEZ;l_x!Dn_N$Lo_d=tA=P&EUBF?sbpsxGVOFXq);@RxZ@`)8!mr7JI&YF4` z+??psd$~CA;9XX5sJuJ1RN|M41R_u_EI*O(`>F6Ufx|_buODz+So0i#W= z&t5*A%kWP~PmaYDZ^JK4TR?5^+*adVO6%4=2z+hG{xnFWmL+i~iz_54C!fBW)wPdT z)J)?SN3(G_OJkP+qNSv^CtR6nHska*VNl>Nixp&fo5ku5(fIh*Qp;avMPL58wP_yN z5Zkr5U%{f3GdgOD?%I#jq;_onrOh&%=R8*sNGB-T_AA`dJ9u&W%x2?tv9lKEE4#m+ z&twZK|7LpW=YV@n7o_&@my@lv(5bj^50*;$_KC{WLi%{x)1SS#ed6Nw2QQR)PA^?k zs|?EDJHfI2K#mqti}ICS?>8;#H_(~B=ml#ApCX7> ze(`5thkW->qvOtE+rs#UoIx zKJ4@k`~oT$nmX^qf4rexKm9^*W&iAEtU>ag_nSykgkGu;C^d*c9BK7V!$`O$; zoA!0H)Ur2$i`WJI3KoTs=E~9p*&Q9yf2ZCIu7veTxEI|O`ceamfn7^q{?xm4y{@rE z^T>mp4&aVV4GXAaBJWt+E#LKU1Ka*-TxS%eO0g`lIL8ur~aTvdp@D-G6G>>p%^p z)I>!4;eLE;@QcHVrvGlef%Vnw!F{#)(7u}eeb>5s{s-nb@tj`z<0r?V;OUQ^vu5xv zyuy;cu0h)P&OAkEh$1=kx-QtE?;Xy&OT-mxX5VoUn70Gc?|Ld#|C_U&wVd4^JX)cR z;>sehEB9=-4(@o^xmxFp{3%$a{5$(YBm2V*QggI4pgl_a`<$?j?^N&4pJSgq|EsGX z+>yBR)S*8M5!p`c`R$g&S=u(mnsxhv|I~oW2YYBXKehDdPrXl{Wq61jpx{QcQhx1E0e)$Q05o~!X!~)H#y5ZMYYWrBqKvBLRhUp83;*NRZ3qYM^FVS;_ zeLEQIw~F0+^lZWGJXe7dZElzgOT9mTw*2(@pK~&o;hSlo0OV5y(aJAu3J)$%vRGr& z;4Ip<-x5?AFW9dTr3Xr4&Bp6uW-T~Bal!Za1Is~WbCX>Ys8Fq9jB?hvTJhTdNbf&! zcn|jD=SXDa>%#%_wu$+{o}s|Rto+2sq+J#lFy!hUeH?x8mf32wCudQKwOb# zU0lO80WZ;CKRcw|_B;vtQWN$Clr30nq45REH!?3@^HkX#+7Nx}%TJC&d74!qJy~w` z_UFS-@cw)C0G7Sq)QG)-dhGSIwCBYs>;GPo4(O&iL8Y&Z_nk zmh!FVvsyzfJGJ!YPnnyQ_3np6k}4i)y+(`z$kbi>+4WzxpqJy}{X}qyXE~qM5~3}6 z_tos8ef>{r*evA}FX%E>fx223bU_jJy<&fo#hN$Ex7dOcKDZ>QI(QCV#g*;re^bL> z1}aHXWB&y#h-?&Nje6X8_>fZk$NkK9Pop41S-P(0;sxGLQ+N(;mgxGP`~L8ezQS{5 zp0pxYP$sj~cL0x@Rb3Hycw@Do%=8a(pz$T|ji2`>z=i^Lnpod=FT3~Oz^GMX-i|4( zFJL1#kH24k^h^2S2BCjxy3lN9eV@AwTAEMw-u$^X<@w(x$KZ~Go@Y$h@5*)}Tspf$Pn?Qu!;_ zHV20@n0;WFzT9ZbS;z9XL0@Y0VWr)5J>T=+C(iqBf6Y&^?QPJq^W4zUkz?=I^ZLbJ z+%ReWR-Of&yID{{8B`}Fyr++%PBH@{zD&!X@@prII%v%)<)66P)V03J&8{`h(C z16Yu3H?hC(Ubm0kUOw@L?$Pt0hUmx7pbCfUT21$ki~9cGLO|Jicb;a|K59POgCi~4rm*#JQ}ns{r$BY$6z!%3G0iZ2F*{A{?Ooz--G6Ea8gOHI zu@KTqu$OnN{V?NbLB!tpGrwR7*%4fXFMt-|j`l81bqtQ6;kMMTm5JV)nRHLRyH??y z`$1z5M~<8Q_1`Oba*Hp-?iO*j=YZASTfL3HIHzp*Ydm+kz~M5@&(A>(44YETHoK-@ zQrDe$+pk{#v2%sQFGoXg0m%a`AhoBby=Xsi;rG$*MBP+x z!!OMV2wl$hE^YVz-}YB*dm5y6fjfGZXhvY!_G8gm!5?xBtM-SfL2ZrCMwO+gTp1D3@IvOJYyg|>VjgW7n8 zL0^ghB@3FVd zy(8aC{S%jb7vB`z@lbTH(o5Eiu(Iu-o`>bb!^VdaOF8v-iFn#;O#%-Im&zRHW4e}r`@;q=)gHOkyy}ORL4{uyKY%5Z?cl(#V{r$!debf< za!&NZ=Ur{A+K27HRfqQUMK9c8iDX96Q?H;e_7c-hYyT4Xtggoju5$LpaBXS3@Kg1| z{2h-HzkZMbhyA0X)(QI8?K`GGM`ll{YW|Yv`M2qB>Kl=ye`iFUBJ>i)_JW80fBaRQ zQ6kL0I{Qz5H@GaC>TU4lze3cyO$$LIeCuK+E&P9QL(IJk?Gn?xXSm8cMd%&8pnXBg zDVJYONiOW|^+{FGe%!$e|C=**o@$Fr;5)aY$g}Mq`{ANWXZfTb8#Q!_7sJ|VPO^55 z7II-|-LPQk0tZVNI9R5wz9v#Dd)8>Z!$o%q(A0}^%Y)*;1~E{B=-}f;`<(Jz&Z~mj z^yYWF6kdes!n#Se&=`WVs{}N= z8hNEZY!sNCXn)OF4dVyh{A^ zDcokwo9huZ(Ddwj;d;{ocs6ILmF4^;1scuR2^z(yIJuMq(mMYEZk>OEw@3ff=)&5* z*LBaHzdmvP_x-&-ifz+ly5@^7h`f1skwf;Me^onX+slRJeVpWd@$*(t_wF=kN(wx` z1nT=;pEz&5<9T<9c{^G-zbLk-ulqC&GAp?3n|yh^;*ApBy6BKUHEVzTcXdD$=aG=T!bQ=+7V4i$x$u%FHQzdg)Ki;)<7`_SzvSbI@eLH1Cg}1+TDA zk9oME>i>g1(BvP)Qmc#{*X9!!eDB{g(~0M_>Y74frynaL?p<1xli9od%9S6bhD@{h zt}P6Qj?yg5XK{wK(I4MhD)~#z=tf;GXaX&^YawU^h0u1C^L?hpKB_*29av=f`F1^p0s?Jgk!r9dohxNale61 zc;qbmDY~Gn10Frpv?z5ge&KF^{U5C9=6Rn3HtM+5d-4}wm6y^Jz6iF-_kb!MSOQzL zdR<1u+WMy3h*2m(ECocY;?YLavaPV}ac4&vV4>b1s{vT)i)!(At^Pm~L@JlbO z-pbiI>Di0mCoiN6z6i2C6@6O?z`w&i~T1q z_6H4m?Otk81?i+({QB_s>%TL9MESYvII5v}?&w8OX98p&xHEBa`H73_1z!Z)o(4Sw zwWXj_rqdrNvVYt#DgNDaSS#3lJ_~F}@6=MuUm})O|9xw@40p`ySFkD8ocsdZcRBW6 z|3|5zOj!FoZ)h&)vg7Q6cX@)pXa;@Z6sc`_IMX{2+TIKNA}F%PS)O0}H~UrC$onF2 zYc>GdnqBrHc*zT4jbEUFg~{MN02-P*{N4P}tQ8+O6!nXL>00RDwGh-VKyD?@S8|?z z-~wn2eWnX|Y;>oHv;4mOg5f(k+oyg!?g~vK=%cpsu3of6kAb ze+n`kZ1}~~0G765XD#$!c#zE*)EELa(q)_~UIp>g?%2JKE5&6?LhaRsi}@W_On>x3 znd7yp1+08sfBGW-nwW_T{S&}Lm1h<~%C4MD-i6D2Eqd*kE?aE-aJ!Vl2|Rik0Uj0w z73VjKwt`1S=O4J}E^);hG{N)dl)Yu(1F>nC_irnDGrIO_xBF(@=T+DHiZ1iSUJcJ&@k_2t{Qa7f>#K#1<;k4?yZ3Bj zS!m9^RX1kvHLW+doYudDf7Us(qw^+~Y|Z57zEQg~mfigOhK;%5RpE=;wk_XyJY~)7 z>vN87JnPJD?^avA=Us7a-FA!p8KyhiM6=8L!!_p~ud%Sd`1$9@`F}1O^Goc8{4v~TK>x+#q|`9ISo_U=e~>2tYt*=pb5L(+L~ zHoWHAKlP@sgZqzm!T%yz_OCsDN4nqQx4!gmo$}picdN^S1rOAY_d(q#IBA`k?fLsR z1UJ9FXP^Ad^Z2&dm$9x^Q4`O}O?md`fW`kGLDttw^Zt13v%Sx^a%H>S{8B6Z;Hozr zM_+$dUi1F-vh~4oZGuusFHN3&ZdRK+-RA4h*3WO3`-D&U6E-1-i%IVGlMlPsd2Uot znfr2@_^fqxS1b-+f4A#!=*k;6wrTIx_E^ShsQmvj&)>>#FJ}GQ!}g-u-tzJ7$17L8 z{(R-)^3S5RZ^e(_wT+w4Zv8aNC)WI#;q?H4_W9|T(&yFGmu}Z* zX?XabSNQukvF5_{b6>V{`-aahGyV4=t6cVsXkzm1bzjyg*y?)xk97QXp6gP5*o1%K ztdjS*jAk@7_?cOXwLnrw(}a@J#d3wLM!R3%`@ieg5{N!#-4h=o9ox=x8P$YMco@zq zd7sN@R#SrzMBnU3rCOfiv(}l}@-x;=uVg>xZS;a&@<-Xy^1l+9_Q%fuGOWAS|8a9& z&;FP0;eX@p&;9>*kH27-T6^6Fa5}lbKW&}aTkSvVvdiy27D~v;xjprs$dM%h0@k0B z9A)CPIu3iYe%ui;!MybL)%UC)uNO@|yHP=<_J)X`f=+D4u3KNe>a(yKGOsRhQB^l7U(;Dv+G~6KUEQ>Y^XfT{(EmrPH(AznzFZNI`qF3no(mv^_pYI?g)Jb?MJ4g?ziM#&%cduU4O(?6|@ot}XB5^0eKr z&+T8YE(_6TcC~L$%!DtIj+fF|J@;#!nC<m?P6UhceSsI!=&S8>9Lhr;Aj+Wsk-vc7-r|H<42qJR9-n(5uz^x4p8^hmpQ>8 z?PXU29nY*wlsi1R58}*;w`$dbcAt02`aaX+>yEGqf7F6D3$FZU=s)@F!|1$aN)U&> z$PWL0YuC}+yLm6F>^a`?wr=;O*=;FVL7&srOzYD?)YZpH&i8z>%+#)GpFH`jfGhE3 z^Rmsp4@C}Ly1J~k*_i+By6XE2V37#Z1k!7(C-&s*lC;Mvf92F>Kh|uS6*BEy$!Tui zaPwC!=GwPnw=>rqgA|?uSwU}4{NM7`z{L0KELqEIaX;&-cjX1eZcV<-_jpFMy>kw` z&Hgmbt+CgyJ-+Z$T}oE&{j7!Sitla>%{yPkQ~tL?c;!uvlRQeM!4qe#^gtxB=DLW9 zQZo}ZTNzQ69vJC9)HS$EG|GTa(^zi0jD(CM=m zHZ#BH$twL9+Mns6$(#Fj{*pb_d-95cx1asVe((9RRYp?|^*-CP#_~L4?7Q1_Z`!}* z>q5!aOkthXi46zuKl-(V`Tn{u>l8yeZ#Dj3 zSv2?8LMwf_+0SgUf3_FbRPTHDxsv7gs<(0aU*flv_s_rH^L+cqtQWt2{i*-MbCTID zIDCEO@xK?AXnlWNU~X%>-}7S5k_r*4Nz92{IpEbCfQc zX?4+OZbsRp;*8m=yh|@{FZHTmZa#cF=5I}~1%JxAto=q`-hEu<`F28kO7y7*?zi%OSY*V+HS$cx`2mGp5{^<6&WdEzIp{_Jd-Z`il)_~%<{{VT2Y zU2hee2M9>`tUC8<>+`FDb@%t^di+mwtxk6R8@~JGvx23!g0)Y@Szj($_%iGAXWQn_ zoASBslW!c@uD$oAyZ_vb_}VM{?c%>4z6`Q2FbJ~0Hzy;1P6ofnxh%S|_ESYip zP-32U`_8L;pJy+4)4Sk}W5BnPV`|>=W=BukStU`QcUN zQ&uKzVeaoM(vx`_V|6Oh`c(d`4d$~h=wGzEDbsIswZ-;o3%C|DF+CV)Hp}2g!m?Q# z)RjJff`?5`_UXQYDZeiTzT3L^&$C}ukAMC76+QXv$8M|AS{+DxBJYZC!Qa%fyT39c z{jES5p3k_nw(QBpL^-bZN)6d(j@D=L53MslbZ)(y-Ax&O~bhoPw^e zYW`;+o$$e&$@V2E4OyPj`TLsf-|_ed_0t>fGFQxyEvTMx|IN*WH#7f#pOw?sKJ%Q0 zOb6p^NS0p}uwObs;(^g@-kRN)b|3b+d-K6pF_|>JHw+IF%MQFPtSe4vE=;KN-FEU> z#hjN%9HyN!JNnp1c7|-}28D%pOOJIng7b%L#;XHwPAq0V+bGLmbD_6l!F`<@2|6?W zrxtCptg+erB{A6M!j-0tC0jG4*IY{~kL@oIJ$7tc?9022%f!y~*;rkWxxsjVdF~PB zzt0Y`B~PjOtUmj3<1)FPrN(zZIbFWmYxQvQ;kWCo?U(<8B)G<9ayc2^?6a7y87dY; ze{|SCbHl+I2LHVurWD(h1`C@72p_uyDu9DO2(UBrF#p+e6jaCGEnKFS^TO-+OpvxY z)*mhQ@7!>3hr$2ib1B7tnwM=?;CHb&3u&!wTfE=!+v&HvKCVu%c?l{ztS^ML@z%9T z%VdDUrtw?wuXlW3X7fq+@O>6vKKblN{#p0D&Rm+g3{)$vGW*eN_Fd|+@!FfWZ>{_C z&LUXW?90-}XF!2-Zg0h$`z<#T-mhgn@de6O4h-%m6NNxzWU)_5*48Q!+I^>Qtxcl`z{Vm^NHtL#9+Y-SDibvh7jURoxd&3MG#iUn?C4;N^j}F1QY3{uKazBc8 zzbmM%1yzXo&-nU6x^GVW|1yr>_vNc9kI<{772jtco_%HiHOK5<`_4Z9f9Q#0`}1{D zzf1P5kUdtmf_+7cc}}K{zR&TH>-LX#X`h(wC*AA!`Tr$QGxST_&50Tt!BH^VOj++_ zLc;?&4YLp6iZ^$bY{gFbmz(RBod5Ok=$vc)=G^8|^PkRFHMuGC+fnz9htDl&x24s7 zvSh-M_iu7Q<;>S+FAM7rMfQ+}A^-c&Tk10UE#=?7s(bL&?bTPer2BG+GV%5PXZ1T{ z)&JMrf;3|8E=E?aUgJfB7u`%`fdN(5bypvQ6__<1hQk-!85^@@CiZ z)J@NWG%`o$j%K0+41U2iuRw~!KlQGa4yP9OVRzh3E;+$rm0!EG(IACkufe2-~P z$oUQ`5lgd}-Iu?*weW46`Hc|YyaU_nnCBH=U3&fV&Px^{1=~-*`*~f7U?G zF;&+EUdbQ-xVf!jdPLTVACb<-;!T#U|K}gG@89p=`?rcuH~Y@J@a5rU|B~CFEuY!D zKB^0P?+HsP7G1de{yLL&9lo`$cP@B~GVTcwJTI>GsBo*&*J#%s+b`L@{$|I!44!8O zui+@3XA+xRRX6!)+aBh{@nO$B*+ETv#~GhWnDxbvygnV|`06}Y(En8mXQLg@FfZA= zU~bO4=jt~^xSisxFJIUDvUPQJ?%hLY^1V$s^+I31+pfKLHOJ(oc`xeY`o+%rp1S(F zXhrs)-fIozZv&Qp{$F(4WO2Fw?&J0I!fuDHT>CkI_n-d50|)oW?X#Q5yQW^Qw)Xmj zFV`ldNIgnjdG@2op_G-r8x?(~T`Jj{X?)1GT1?`PkgC5GIDsBaStt6he+UkE_(>}eHx%Az>{Is*Wk{j=Oxn-%Xyl;(b} zi{7j4@jGn7HIXB?gFp@Bn?bW64dmI+%rrXYZhnzpPz{ZSW!`sB{13UB%@sEN_vg)v z*Uq}7KmF6&_zAb=18;p@nfLmbzQpds-*$iA{im`^=Jmq&=U#6VvwHO9?Tyf#(yunI zzkOXvs9g5tJ*y-+xwq5vXXo^(3odhg32Qg)W{JA;R;mG#{$&%RuJp#d^!Og>zKh@b z(%)6eKi4XUSyhE*72EW0SUJh;XrDo-*X66ro>w3H+%Z>+vwse_ELo@QGj-QQZP}Ca zOI7M`O#HLD?@PYyOJDarky|b2xzC8)su|a_A#$1ts0&x|VJjRpZ6 zqA%@Nd;Cvy{S_aYQn9)t_WAkQp|g`+Z^)iDnVZ`snwWOAcUPPI_q*%P=a*j)Obc88 zWu5YwH6R-$?Ovbwkm%kPUz$?$`b37+qr0olZd5+A_Lhjh@|m@uc*}Zt%+h?rszZGS z+pCtA%O>Vs?TvYP;zy+WpQg5@eLeeMdi+fb&;G5GxnZ^G*3~+-H$si2lm z)6Bzp2|svptUkT|&n`6sS#oqhaIm1C`O@Xqy#XO}m!Q_>S&qrK zbPW#daRTR+R}QMLwRNv8JOSB&;5aM&SM%Qb_!g^xg;Bu^Pr>S7v1t_>9oS!+UfjMl z_GPT>3jejIFZ)2ZRq$Ohxh(%?E#CvbY_qdhmPN3?^1BHRiMItibGE-`dA%HxTi9Ru zz5Zkp4B0gD+IjuggB3ylbGDv*c7y$uXZ9=4NN~65(APUU0%v|FfICfmS0?YflqB1A z2E0{XmTfKHHN7U`wJU|!-pmP}b+3D+ zS9;~z-JdG|{oO~sr#88IktVOQmp;GC#lI#me%)y zT4$OUW-f#_m(9)=JpKK&OqN3f)EIcr<@7Z5aZO@g`}Mu0XDj3;Uirn^WE&Uy)8@wG z3)?ieKKAx-a{Y5_%GaMw#p*lrZy!8=+S(>AJUPBMdG;#9y>c_^!Y6KDxv+O*Ew9C? zHY+bs7FsUwN+WXDtt~Gp2c`dSKDPb% z>N&4>oe%w7#q{#Rfh_5H{+Txam#>fK&we#2e#*y&i*pvgSe@sy{`#HYZ=dC6Wh5_2 zWxlj&;iXNASsy`tvg@EBrCVD!{F-~)^iR__NIp`$5_N0hbm>Ram+6=;`MXB(?Ru$C zW`^tTsE@`G(aDP?5yDQ10@Q^~<+AJD*vXICBT2^yFQrbh&TO9fAETQdcV8 zP3L`CcXh({%!R#yv;Y0;Jo)T~KpDHOZ~E*c=M}e1GTV-t?Ypz?VWbD7-y!96b(w7C zPQ^OYGeORu(s@tr&+2&QDE-*+@8UxB*^gayzAjM9U0`#ic~eR0@3m2TTra(|K3J^s z^1^oQz1jSx3wslspbHxmO@wbr2*3J&S8ev=n=R+~a#wJsg7f6XGxpXSPT9Nt^K=JQ zvGOapa#=*9AiEiVEm(Qs*ouJn6Vzru=4@JZp>0(Fq%CoqFP-~#Z1}(FTOod|U7)o^ zFeC$#6yG{m&Av6W=lz%9mFlw(dp0cPpMA))VJT?r)NOyCWI{`N)J0G)uK0}b)ww5q z_vY+=x5s70?`^Mw?>^4GIPd&Q=~;?jlV_j%|7$~@Qa@6G*pzWvKgW9L~`b$4QY z-0Xd6tozP87O_@NUVQSzMV2CyK+9PxWT2x-TQl=%*>gHq9H&=u=eUZtDp5dAz{e6Fz*U< zyz@`&=hmhr@uDuXU(M_>{ks3HkJ%WZDCN9wj2@ALHF=+M6bKdpE1pPzr<``9}9--=7W zea(HkPBDM`A@#*(f7j2Le0HN^NUoaIQHb-FN!8bw9_UD#4DQ7?1#HY@kJAGWuk&+X z`oBsc-~5pJVynMBlTJR15Ljg;96A@$%@6%?xRa5s!a_q9RLrq1Ty~jnPt1geo11v# z#ZrERI^KKN{^3US7tYZYM50%(Ti-;XMxHUDI4R%Ob4HGfJ@`j1;@Tj6?+|!0@(t2A*0lwX$!04 zEuo1&pcp1O2(*~LSfzvcGs;Ob|TdciEZL|1gl`YkuwA(hN^_P1rsek(eBuMzL6mDyJ3`aB(UGiT+=)Gd1+df4EH>*{^B z_nxgg_xJVm?rpi!`}h6ei+;cRdeigJyI*SG{Ym0u&#A4+-7PmuulMWis(I@a@~>?+ z{db`rG~&;?@EUmVX^q3$<+7!{_dVXOOZ<5ol5_qpxVE`8ZjAcT>JZy^!Qe z`nk{3{(NTj-IOVt|G!LZKiltob4NZqORo0r-7($*Y%CgWzcKVaFrePGXAyL>;?^rnoy z$;z)OklB*0nRy@M!gjyryS_RdJP)B5QoRj4u9?lTM)Z{QBX(u8C%)C&+^TVb1h z^`??#(Qz5OZkd?xm^A5b>1+El^TB0+X-n4mvOjASAE)y+PIanu{*$n!tz_1>H$C6J zbXWSDwV#)V6p^P6U%J{Wl_&eRX!p5)@n6Aty7zj*%lq@UeA&AcvL*ei&Lc#TmPpNzhVA5 z4>UGWyWrmCKB;Sd|B80ES!P0N!*l#8(_Y-4zvTw|!Rl!ARkS#*2yz>=)fF75~y$b-u64f7-vlp53(qd(uHWD}F6F`}R$b&|8PjvXIVA zkoh3?RW81>*#GRxDxX_8PaZsNRjUwe|Nq~TqjnsVtsyxkSMmJ09Y^?hGTeP2S&bQz z)m~O^*~p)EeQvzgGjLeO%CBI2+tO+St$F3QNZ+u2Z2gyi!sN3X`LC42qmNzN{8lWx zRW~Su?tbm5Wn=yD-&go>LHkX~_Luu>e9eyYv%WI0wkn2}kYd-@j*klgAo+g7d3J~8|7o1VjO4kVTx`TE!WGN{~7a$a%RB(tr3UER*u z^#6MwL;U5u;_#a}Q)G7My?C`T`&?pQo#&bS1MSyyQ$wTYu5bFSRqlU1_G^_^cJ%h# z>;3=upMLo9TK#D8;@aYW=YKw|Dld<$+kMzp`r-3@*7-Sn^3pT2yr9!Rv!AuZ8^2j+ zU2{Mb6!zwS6JExff4ZK3d;M`ee*68~59_|TFSq{pLz}Zb&ktJrTbcgrd-Y*T+ruYC zcjx}+EN76D%U`wa<@w+!Q=avzitpbQoX@{5db7e?pFw^0Va}GN{Gd7drhxp+OD|ZG z%IE%le;Ayg^4Doc{JP%z$N%>$H`6)u4Ps|&|L=ac{rGwR8OwhEbdlP9{c_F&w$S6( zOYO8xuQ}VAg?`F*l-cl8@9N*zJ58>h=YRKdn^OMw9qG!fe?Mz3$$3c7s>j;mfbXnm*?k&$+++ z{A=!t58DsNhbz|F_Ux1nekb*R!3X9aHhc7ne=YOno?}j z9k6?5=fXKJv&Dbiy1I9pT;Z(sinGL)mu|Y7A6|7`&}!{vzP)z@D{8FYd;Hp@%3ppwoY@D-JvZR6s0yip!G|e(OTyjl+`|BR_e#pF?pp`DD5i{}K=B^U? zup{dYwZfj{re&DLnKX-^ElJbxmIt+yMHj|h>D%R`npDoq9byL_mR-&9by3-qr(I9Z zYfS=KnF6x%%7vVemG$hC&u&x-nVM#0ItAQ@Stj+~!{oq=|4Sil7}J(nLDnCNoc~<8 z;N<*^U;5Jjb&C0Mrqb(Y9bBDeWo{C@9yCb<8xvxaH+k>Eoc#t;N4@5lE0fh8_pW2U zOwbz7?{f!B~!g(u;SMM!cZM);@yj@r4`3b{Yvgay(ufALQ?GvOj zh;?2O{dTX8uE~<0YZTA6^JdmvonXH8mh{$F{?|cOkXwS2^NS;a+dw6)bm@m1+`C^h z=9_?%`8vfbYre%z6_c7|m+kRugW}6@-b&%sdj(hjEAKh^?1!dv{=#(lSa;9|&Bu8Q z+btQuQxB#sU03hTzU1V5>%7#Zx*HR|h4WT^UbXk*s(*sUlh1yXaoVc|X{20V_in3c z4g2p+E|-5vf0|zc8Z`}tYIfaqUh7hA#Kd>uq9DzNQ*0})&Z~kB!^DAyVVdKvGAy1i z{}nRQq!6+iG&fp2_t>0SyRvrWJ?^UAQ~=giF1x|ED&*}7?K!ns<#)p$ zgn$QISF@L{Dtl7@YGbwUFYEtNw>K}1`(IzZC+kxH|4Y;KLYa?(3cH`j2Rp|JbDxj; zdicTq4YCd8KbKxRH~B=RU3Gokw(JwLgWmQAeVtwm3jdIm-$GVyf=n9yJ$^yJJXF+Q z;mV3{B~vfXle&7(^31=jRbBhJeto-5;b+lh4jL{^ae0ha11y{CR9)Qhxlu z@APkO(|`G|IQgvN&q}?wou8oP$TH2S@8<=cYl_WZk-D9ccfsn8Zy__j#bw?zNthyK zki{!upLyWJGH3S1&VTRzn|yX5BV?p_4r9cwUAoU1>q87(jQK=g=s7zuvsL;3acF(< zU~1|ehW5KA2lC%6W8~8|ec)Tp=T`n}|I(AsKA0vi*fkkCH3pUp4X@5LzVd-qAKRbqJFLD+QYmz8 z{jWEd1urmE-T&>-`s~5f$G*%`D;ayQH9T9)w&&%kgB|-BOP)HEK6OZMg4V*jbk!^V zeVML0YfeF~y>kNd3*mk?EgkmtBKcAimawU;Wqi4qEyH{-|FMu?s=w7|CtI#qnF3xH zrR}>v=T=Vyca|o5mZmS4xfIVK-uKW}5ce(K_sxZq_BBjCyOFzuH((lgwCK{8)5}(} z$yx@0P-f7Zrh?7YkPh?frn1ey6P_%-z7V8ArS?L}vX@Smr!I>(tF;Z0J(X}rbxNb% z!;Yn(2E1g8^<7YNB%JN7-}i$N*8f}foqYDgc9O(F*sO4Abe_B5Lfa$CThh1kAJgS~AjbYmj6I0~G#TtGzU%4LWxn^>?`z%b{Py*zkd)yC zw}9Oi0lO_Y{Im6qK|@o8y%oV-&4FG2SgdZ!*o&?Rg12D#YpWl8|3w{1S-0Sbpuiv+>QV%(JcEy@kueLsV7O^+a_1ov0 z{Qb|1b>3zheth@by=!;A)Z^KOGQEXg?w?SbeYmm_G=h-I>WM-e|dbBikp~Bg8*37z4fn3M)7ta>7yt@#64>W0A_aorq$xBz4@!oO$ zmfCo5z4H%9VPkcrsP9k}tg*~D>y}LKtuNcJ`j{QJy0H7U`zkZYIHYh!{_kyn_^rT0 z%s>`b>n8x;7T~V z)%_w7mUKu8TivW?;jV1)m;H81@fzm2v6evxPl89Y3#Z+j&gynW96U*Owej3K8P=nb zkinl<3pCGN)bOi+XaurpdGMx^ZJO5_wfrWh?ePA7`mNP(^$(BA&~$L}F*K{^w+|-_Sn#F9q9d&~SM3^%-Wz?F@Q7K?^e3 zml@{HVxLj=x@_*lNJen~=4)f-nfY68w13*%#sco&EK#f9u-&f0G_&~69tF_i8TMsr znY(Un$$ePPzdgI6;uXv`bFgh?lR;ZkzB(37w!aZAzi0Lq%X#uMW-ob}6a0p`c(NJq zzPw$r>HE2^z;s!Hbxninngr1`XN%>x#*?0)rmvlWW#(nOUGq$Kx3vm@L*(Aq#+xTW zPTVwCWCo}wHEHgjgZF+tc)R56M*cH?x31LRT>>5+T-jDBA|~Y`3bg&MaQTJiEaY9QdH+POG2HfBq-6^Lp=(0FGtq>%XiM@bUk* zuS-CuDz;Ae@`V3e7{_|`+`j9R)8te{n(p5A1+O-}%~f}1lSAy!P~Lfb4R!{$ zo|pIAXKv(AwbcZjSSzn$`?GoP*MqM;K?9O6J!dD$&zQI5W!B|{##rv2y3CjAP-j+w zow)|=%(c#IU!J^mCj86!M>BKyN)x~hriFYuvAI&UdpGPpx8a`%Xu+X*Ew~GOr5%7pR22TBH8Mj!{8Mpm@>-E0RYU+ft7xl9?zAU!i zcGse>^zGXJ+m8ponmy&VU3l!((tqZQ?>;Uy{Ss?uFLwFD)sy-b#T9#Mb;GY-dHg!H z^!GOft?L555!c)zu9;40=kf*(ct2fuXcB17sF~?D!$Ee)c+u5``!6CkyD#neFVhd@{r}gP-w%0vWA1X_iiV>PKfbcrzDLgSy4ia7i%+*# z8^<`CG)GD|M>Zc^v+`gHIQTZ&TuGR`pNSZ)2n zE%?{#^(UWITv)j*FZD!K_WoW=&dJfA_@yCA+Nc&&|HB zocsA_eMRfTu&FZV&u^)Far}BRPjp1_xyM%v;wFY1E{IE9vhVzd4_@cDhu&R!y}0Q2 z=O%UYud&W1%OjkWKO)F*$J-$lFq>UK^CYx^HR<=^>bH`otmPJ}KOSzi@`a2TJ>aa2&r2{+{|p;Uzr2QZIkY_ewZQW1EsL{KbJBe0rum+E z3|+Zlmdp0%>|ws$r#9G4RQ)5w99|X9k!6~FFbiVY4JVWTFJ$r7S;zbpyS6C*51t!u6hBY*zs;@HpRL~B{=Bntt=qKXyI<}` zm~MUFbid~IKDD+`&AIVa@vGPUh_m?jM=Ux#^!EQ6^|klvUY3boe3oc-tnpWRjE~vz zZvpJ!Cav5nhqu$t>(7mlf9$}%LC)X%fal_sne{7Ja$9E3fHryr&)!Zn|8}XoWRs;_ z**BY#U*NTmFS9P|{iwY2&T8ui&x4@a^RDCaUzhs+od3Cf{_#IW_a6TYe_B8D=eHlP zH*$oo+x6LgR@w(||Mzn5i?Yt;FZ+7qd-D9+?fm`!XRImyoO`$T@6XV0&l0(uKR>gQ zer)yk$kmh2J~UT4$Ew5oP9K_g-YtE7ejB)h|6a-|7Sxede7U)8$$2TE9ezs{XT8qp zdHtndXl72|Q^WES=gJkYQ$WLMyL7+b7cy=2`-``__JIt^iQa&@DhPYx^ASIS=wXLc;3=FDzGHAeiEL=KoC*X~i=) zpp|y-iTw7v8b14v$zCZqV=gTYm zUS5*-!g$Ji=?{ue*R4C(Klcv*+WL-b?>>HB8y@=Z_4UX7=lQjN96a+l_WqXV;XC)O z{*`v3{M+uA_kSf$S@xf^ev@Tgz=qu?US>l^o^P30yg$Yu$!iWCdj7k>?K0nH=zZ_=z*_k0+|G!Tu$J=H%;^a;g|@$bQZHQx9?dMju=4E|<^Pl8R=bp+ z4fyJOwe(-}+uM&rqeDx>`LDhXoLKvlM5Gf-pNqv`(!`+QDx&UNLSf+x1fE{n|0B1xX*#y80)%1daJU2 z_>!L+l+LD$X4ZuZzCHFeWzWk0uPkoL+;-lp2~X4o2eZoW{yfPBNz}KT_ht&^#Xwu- zwHf#Mc72>1r{!;U++WmcyRl%pC1gpe$eOeycDBz9^Glw9))kdxSx5fzy*zi>@z_^< z?{3SSOS!UizsUTYzWR%AH0@15!}ujzU;f-HU8ik);B?vHgG-Aoghi)!c6nQW+TGq* zsZ%E*k)u;5G2{4;!w1^FJTsU)vG(8d|DX=!OA{YRALrJV`~+2F?kfhdFJ3ZO{0m7^ z(=vQ};(dSpw7&Xlef9rd{Mc`KDn(}L|3juXW%}*smYsym^3Pso^<&--zMg;E*DXK$ z@k6lt%oU5bF#o^2y*Bu{p84C#-0+{;-TD33*OzYJ_3!JK?^@=v-wxWQ?aAJ4#p`=D zm{vj%19rQd*^%^(x80yX8wwQsf|*4 zSLX9IbOm_MT(QKbxvVWfPKHlPwT@2HI=W5oe{6mAs#V9XD@UDE3-`VJ<>va2 zn|_NQDYdk@_PkEw*234j{``9QaGO9r+eTBii~Tj5EXA76t%G!3L0fuCS$PZ&HJjx0 zwJu=VxRhyQZp;1$`TbMZiTn-o4)2;LzFy?^_QC#WQ!+g~(BPyVcvu7aVr=g)FH25bS&6QvR%WCbsW_%5(0UBxai|{O>+1r|`^4J_7Ov2&Wn8gQu0o4RsV^2@BtAq)4I z9_TpTunE-r`rht+RtBzVW9{Xiaj7`#>ui>|F$X*DLlX!6vr+et1v6TiUJN0}01=Z&oq5rh~PcgXeAxmc6mE@7Bt`TbhvK zV^^SR&9gqnTl<=lz2Anoi)*C3jGt9^xn%jv!s)w`f2S?C`h6vNL$K`DV9=_ke%-CX zpdieeb0nqVV*NE6@UrROyO)-A!F_aN-_4chZmi^c6XO0h#Qm*^H@G&uyJFXapqnqW z>)*`(lA9Y|^}XEtsR-O{8*3*A&z%_jZ&k`BOS$N(<{WqR`5VEbZC4)r)naRqp91NO z{=FMyeiSM7-U&&+Go@bWZ%VPvwvt;Ckip85t(nuC@*UHzpR})e4xUE2E3Y>-7@mCD zzx(=?y7~Q_9R?2bqE(BFx}c-n`J5Z_xx=p}ftDk^-RM%!k%gK}5?zdU18g!_(vJL{9WxZqFAwUf^(a#qefb;W1nm;cY-=dWpGQti$DhJQ2v$IEF)Ee z4+Ru#UpqPO$Nc@T-t1eN(zQ}NG=G(yvFNdF%E5sXG;KUer|y!Au1YY--hFW!NEh2` zd$yDIxnIMK-rV~4Cp6t$Pc_(Q?~1D6uQOK~?2w(=)#T&qx=cwm*rztIbn+^>7_Vh5 zQr&thrqo-#QjLJ|?v+)tq~oK@wh9%=KJ@ zCoTd@>aV&NQk$mLliR**kwb7q^Cqv@eqGn#HE-Q+zYDQlA~i{G|AhKmkM9|(@7-o! zfAwas_f3&ts3xAgB`5^?_K9;eSNU4KZ2kXp^|^P^UCU-v1%6%j$~ZVN$J#`c^>8Pb zuWQ#bB}NbZTV;!L%U8(-@#cMyQu(*VD(JzI>))QQx7u9@vfuUU>{aJ|rZ&&EGMmaW z`%u-}&{tUn!l?)kHTg|_I={?w?~_g0zdwi1y|dHj?~+##U9AV-J_wm4;(lI z{Z)A(cUM*&2>t1Le`iv%(cZ2Zf7d_);w3!jdUD;DPg)RM!M-Nwdb0OR5qL^i@16Z* ze%Y>&nX$J)$>-S85_s}q+rBv1^MYoL$=aan&EBt_QVf0lmG9f3318GU zzB%+CoaB}wlFv5Txn4!m^{&f>mIilT(!2%>@i6%X8vnN(oniZO>))TN&*jCShr+Rg z{OaJuU^P`^E+jFW%eGS0&pG({pI_Beh~pk1IgZa?wQ>1}f&-zis=}64biu;gB4V@V z|B?&xEjPdxy^A@89NczOS>_*Fye@3zYwPLL{8Xc?j$WC&sy*cPKjW-|qvxYSIN5eX zQ{G2dfUlCdedpmyoev`O=4|$g?af_Q(Y5t%#%++c=7YtL?H~9@-?{M=l8|;5&iv(h zwR@F$==_;n&9}kYE`1MuRaNkElN~%Pn)P>n@?R~g2FVvE=g!ugmxM@1A40?`xXSCJ zmab!;F6N)wwS2~|;I9)_ZI(*pa6Tx$6k0eOTUr5+-DBGh2S+~8yd$0oDjasL(HB0l z1rk%~U)-4!C3C-t94hn9$c_**Dp)4E+ZQN$a79;ANUIT8llycdtz~jSrOmQAEs9HB zuO8=YmWw&Hf-4o_n;o)?wVDD&kAekjJwy5RQbRyR@SbI-KOM@skiYxTLig!GS}1`w zWfg~4YxdKym9H-@ozk^(cF5NkL0+m?o~*69J+=OpXw2>kuXefEQ!BZiBJ9~EyIhOu zg~(B`V6A89{oPZ74ZluURlG~WIc`RA)yu5~FD@=!(zSAa2&_igCA(6qDMZwD6_;vg z>m;pZd0U=?GQ#5pIV;}E9rak+*freg#HNH;T8M#NVLYvq*rR8 zw!5Z;aGJIr+^eluZ78u#{cj>Dxm8b}qy;a0?)HU!lJ=BxOzN(8Mw4&|0R;leSkq}X?RgmnaTP3;N;K-uWxm+MCRyjGsJhV#U z&Za-|E3*EV+wb65wWQB-YDi(h%3T-dfhv|>w_5oo`?07Qfzo@oQ3vV2Eez{oOnvo}vC{ zctQfdPFVGsEA>F@&Wp*@8&~ar_2wQ(1GGuvW?r&bdt2_Ir)O4Q`TD{rKsD5M7etTo zsy4~GurSjzmlm*3FVq4#cn;K_X6fArdy@(#27AW(pXmv{xJ^0~6mDCqB+X)OEHV#h z(7W=&$j=oi(C%L8U3Viy=KI{ZrR(xzkF8v>%QLiJ?{P@b)di23|80r>@S!c(>I;(n z;F`ar*nHQg6V{+m`>wZo#UfZ)wW@!b{H27mi>|dcI``@^hlU_(@Qb>4Ux*p*;#jq0 z-TPR!RZCW-r?IVCQRQ*fGW4VlujVReoh9h86Uw*lrNh+7BM-C!QX^cahDZD0qL9 z|HtL-Q1@S+paOdp4{In=fxW_rDMXTW6^~=!{-vwrcduE{1! zqxSdX`5?bk&E+UX&+(OO9)#@RONZE_1G7hR>;7#fD*YYLAofHe>`5%J_Dg*#SFW{8B}iZ)$P*yX=)Wr~+P| z^hz-_`U>CeOA~r-B}!KXfC6nPYM_M`XxZ#5nz~Ca=G01^waXz5vaq*|9~s5dc-Ljv zEaW!D47RWWEgkFVrRy}7fJ_57fEjInFR=f|+1}e7+WE6iUyl$@LQs;g>*U)K;5Ou>{zR<|VRUe#BX_fwc zlA8TL1JVR`INxpe)ZZ#9ZfU#u<%dhxAXj#KWLIx$3VkTE-7EI~o++Ulp@kK%-`nYo z;$oX_E%UPa@**fARdWq215I80+A88H%bG*V8R08e&%SXs#;~ z35OR6AIf%|IvIOh6e0*}DE)f2bcfeBnX7(3B#I{p}Jss$%}_ePoRd|rXr@uhtvF4U-^31dm^+DVXj(NIeA|->n1JN>#ME1*2uVq z^(kq?>-&3rk(P~X<~V@`_bpk~K7EDt+n*Cw>3Z(}dg|WVen-J{_nA`{pFy^0pX}zM zrbxw|u}jybr=MCgW0z;>{e4p+PtHreb|lhb&iNk`KeMz;#c{2bX+`$XmLjGoOIENT z)I(frQ_f%HliT;G{ObQz8`>6MI2D+I97Ff`qAVHLepr1%(kw;pPa4O_YT;nyiq8zEIg!@S%}@zt%$w_8p>@Ov3> z__gLXq(XrwzkThV17SOOk7|`pjjrrk3r^dhaOm$&J9lW}v^Cr+wnxL}C29L_gtbVt zz?zO&bAi;`GfMzFW1!D^{2Ni%4{3 zR2rl&^m)3KriTyhR$uvg$7khK^(UE&bIWgio3M)4QPxXE_Fk2b zmfy<@hrL%$U48{#a<^??92OU#y?(`1^_-XHq47ai4|{X3ol)gs`pfa24$rmZsfWO= zxy?wS*OPaA&7Op?9rfVW+?2@5sC0;*7GL!Uii-%EFXQ*}!eZ}3wR7Ok~>S6?=d0 zmJ6pYJ86Rp{8>7B&i@*?y#wDa)CV;-H+>R`gk{-N7kOnjaWO?!wyt4v4TB8GNX0Ib zyHIRkwQPiO_C9K8bVdmg^6xLRR?XrB5euULNlwOc@q?%MA`DXP`q{PM5s$lSCpb=!q4 z~zMBc8MH{7G zbViFKtyTUixXExvD*&3tldq|(p5WGg6>$R8b_{|z4q7E$d^;ml;Ea|=nrOyM(ct)y zyGvHNPdC!OSscUWA6IxUQEJXq0gX*uplC&^k(|RE6;>~p5W3)m)&(PNXjlKj=1_Hk zT95XxS?%kBt-gFfv1saHY3npm*4qcaBv0KX6}N03sAbEmAI$&4Qf04>eBJbed!P8f z3^**Ui5_r^62f*cegYLmEjoyzXx$4@u0x5r$3#8AS@4V&C{*Fe!Em+4jL?uXT0&)C zqF4QTxAaWcS4enYzu(=W>|Sd1L=#lQV6iIDaJ2_4AUce*t39sjxh)Sn6nH#-KEH(K z=B_D`uBX<(T0)5xU_W(sMYXaiz89x39kPb@Ozi)gG_cfO}zCQ3al#*kfjF71Le5rNVR%7OOUQb%E{wwFuO$ z1Sh-ZUjm;P_n$s?Fl^GHMaQQHA=~t$?1~mwmZ<2~t|?K5UsXeEe+OlO8c>?Al>MKy z&Rle&-QhoBr$&26xfy!GMR4WS}8w6q|C;0Er8pd8iezUIloOBUPBUmGW{VN=zh zxdW*r;wfNXw}>J9N8d)TSbl@GTa#Y7U5#B;)lhv^zxiw9p@%W2b_l-WoV()V(kEI$ zMX+qEb=hb zj<1`P5dK4GqgU+R1D%@?>5umpr;e;pX`3Gruc_;tgEkl{Sj0*m81FA z3eccdmedq$@8)=)K>Y)U7PU|Rgd9^J%Km6^)=d@J?=>Y})oEtjmbY$K=YFg4*t+)P zmB-!En_kb_<-!=Yh(SBB0Tz5*k8d-sQE~7OV$c?x07~ZHmNIlhl6mZfhM<3X>4z6> z)AtrhQ03ZyR271CF^JVE#x7m=KAvlX5Niau!EdTt#m!ckcy702nJcbz55gs$Kmy??XfUisbN?jU-3Pz3 zKHQMIm@U+NrUux%r`E$F>FJMWeetOW*H3yBKJ(LRAMN!sAR`SIHp^eh^EjS#I$>qq zvOikEb;zxi2VgA)PtR$U+8!v`s{rZ5F;|r}Z~b*?;@r!>z0*#uH+mXA^An=^bswx} z6UZ8ENKw?U|1^A4`h3%S6ZW4z*7AJsoJ)(2Pk)3QML)`ZXmQuHwuh__y8hVvW9YK0 z;gFhh?R&eb{IZuP3}5yZ866Fu`DnGzM|d&bli$96(}D2FhhV|@psSC)KZ3^UjvXv) zy0qbm>-%?eH20kniAQPh9}bUvpl!3fX6mlGKbJm%(l>azz)^SFuLkbuJr~&*r+BS5 zS{gp{62eRO`r=X@D>p3)pE)fal-F(dloXd;`!->fZ(#ks>3er)bRC-vbsD0R*tBe*Ihe13IkCXxqL-yp^ln)ccaOQ3}z4xBlCNKMd`WO~+5Y3$FUY5Zr(g zOMD5bj2jFBBbTnrPuNvt5ZnN5N2#1zrW zw8n{13>LNDvV8Bb|Irg(!*-$d(`u)m$RnLK)^(vQ`wtcOhOb=Bx$D9&Q0PI*l&@CJ zdI9xYA1rzn9QEZ#P+ce}!9uISk8gj33eI8gmI+(=`s30+;335yL3OIta=8cf>%-5u z%5MzN*snDOIi8Mfe;n@mL0iWpcImp~pzNFnirt@6-&pecsZZ|PBN6kx%Bx#0{?vLd z)Y3t#DgNQQT2RKglzS@@)-%(4vGn($iPN_{c+>-SA4>4u2M0tKQ$*{vc<4BBjpl(# zw#N^i+;?fB@0Hn%;$9oLR3lo2bl`oA`+W(bjvGGo91VR{Rik+j)F`suHzncZykw^h zzZm&~U;TK+IZJ4b6Q>x`Kyib0Qz*;9L+m#}xv9k%QQ@9@A?vzSxmU{qYztTyY*aDd zeM6T`hrb|LFg_@hV-|R%_}B{Wk^>Kf=P4F?b<4$_T8~r+9lrf>wbGB!z(1=lFzJ8> zm)oc7DWv4`ue_DR{&{mj#O4Plw}D%se^v$5!3sRBW82@(|CQgc|DU)0A&(6Q8k~8I z{4VbKdMx^VjNOLf>?`eTTXZy4woZ}vvAFX8$;Z8Cp8D&>$L!nr$0t>$;4=RX2m37J zyP~pHMg^aAcD2OEs{9DO?b^!boujNAV< zL|Z=K*m+?g`pnD)ymx~?#do8mdJ10?;zJ>&YS>s zVgCL8?b9FkO7O`1kma(z@c68U#QU1(pBm>@uNM<;Ui#yx)smYJBzY_zC&v7H@(JcZ z{=W^UnKb?|>~Bgoc#xB-G~Hb9eT?0QN6pLB6AF*57H+w?==ki9h7;Hy>((7yKg(=a zQqOf}{n~3!Wj-#rA6=gAt;1LUZE=mA&ayAA+a-iH@^@-DGX+Xnuqiq|5r-L;eag(^ ziR;w}zKF^7O{oGx6Wdvwvwm=UcpQ1(>hdSeItYAN_pd#^_xl%yrk@z34eRJg`7k%Amcevp8 zV(*{6D<2dH&77{xkdu}= zd9@(>r>Kn8-GoovzrzC$N4*CnxaHSW>lQ3sQNBu8$13ZL)8b?S5 zsuB8_d}Qe#Z;p%MtM$D%9$UGJRoxMK^l18{r2p&&X;q&x zR4R{5S|TcIl@?(u3ki6KGS2d%UkAFkCyE&5IRC5vWRhZ0KE?jQ^sNh1F8eKtEjm}x z9Cs@Ixw7!&j|VH?>&{Coe*G^vqUM`-_ZbPc&phAaqu#6C{^s!}&fg%Zsw7iomrKe1 zMb7R#?$dqlImo&2xKH2oImb;=`Q@@;_xX*f0!Gu?dDy3a68{s`rGM_`1+6CExg3l7 zByS$L%40M&Xw6!|2L5Z&-``Kt-rD-nZ1@n8?33iP=WU<=iTzK}%j_4$wW{l9>Rr0! z{WEuV+^fgSrX0QcP}axzQvByh5%Wz;qoT6vnzTdY@7B*P-^*z#UXuIxekNZ|RYR7F z!%_BUU3{`eG7F3{FAuWA-oT-%?w{oK-J#jLt>XOuM_Par?fq>};>cwX<_eE-cvJ7GBF-tT_Ew`x%pr zDvoTGmZRJEh{`mJ%$TbF>6&!@-p|+APnf+HlGw1tcG^Z4L0zj1ixyLvL#N_DoSr$! z$=7_+%FMM^r(Xrt1wTI)p*|x-ea@SlD~8M=X4j@K6Utf_AKx5vwzcE}!#v%uVcMF< zf8{4f@ZCv{QZ`(BamKX`liVk;^Q(t_IRPoqo`1CI=ihK;w#@r3VV&j$4`*B}@X@Y6 zXx^mu&miNGf3w=Z?F(KyuA8VJ{{K`LpRCE6zDe8fRlJ^in!W5@iJ@3T&Y2&d3Y$^| zOk|!&@fGn-2!B4OQ19vzvtP6BWz?|q)@+^r>(`ua|G2pYHT-`ppU%?PwR6kA@c#w3 zmZ8qVxWJ97QrC0Sn*uLyj#G}*U$jhA)+)>5wdoq0$)~NS^H10u=-u=2mDi`{>$!bZ zyzYD37RUW$zV~G1^iTeuuhbhV|Ft<^SMqpw?%)B-{11fW(EJLj^pMrr}AGHv{{u- z*`xDn$MNW!;^M)zZ!G6KMNMm{eqgi8kwa7esGj1?U$=6X^&I=Aa>GlgCwk+W2NyCo zsIK^aG&(=#-p-l^nZ;2ao#Em6IlUP=><6bcC!BWN@Q3leGuxl{PHb=9JF`jESf^A8 zFko4(Pg^7$vmqBG4&Y?Y-aS1X@9VALVm z*QD!yP%JRl*Xp%(y|4MJ6RTt$^sX*A=6zPY>!juu-FlPj%=N#g%)NEaPp|FURZn)_ zACn_vRxR9odq zt}*ZT&28)a8Z>F`dcVsuH@@lI@Dl4$?_T?0gH@UZciJbmPYLrL>O_>q{SPetx@E(a z-8BtgbG~q9?AcQXM6-v_mdzFjM3Y*$oV*r`@w086V%?v*g5n?=CZYf zi}SoIE@?^?FoJ~Rl$)F8d<*(!Zuxetluz-kdPU|XmD46CpZKD1!%HB?lw+F=OEh0o zh7ud&#zQ8lD4Xivq!B@P0F4ugu zf5ybRc}e!as?s#gj`X}X+;CXgKje%>U!&~t18_g?X1pvcmVG7BMLnYAjK#S|+2;rN zcI2&742b{X{6%r4EwA2F^U_Bvg5CWNUVpB2@8b4P^-E7(ye_ffT>728-vj?yJutf= z@M^y|=jlINPkxoT;mOw%>ZxtPW_WnJQUWOB?5s(6zK=&ti@SSmKKn1>rH^H96!N{X zU@tq+n9Ve?cJGxda)Cb>9J>>+&TW|*94JorASXXn1jSIu>Wg*L5l|9N}c zeeYW16J?%X`Ac`_CtdggvgnNod)XXj6KbxaWq)DmNTC*L^i*jhi-W!L>QE)7QnF%6GbLy<~2CPS@$h zGug8Gy7SY`f4z7WydmL#|EKFBX4kAwM!cWgUAXJVfv+kzJcW9!FRpzcVKeuJ*@_rw z@~jPWy7+lPK_1$sAY}vQ$bf&GlJ_qSmJgd>RKR-wQt$ug!+rxpi zvsW{k&(ExqdZWTyHjB;LuX*O5L;p&z6iA(U!u;eH%XNbYi#4JAE#O+#;6|aun*|x$ zYhCkho4Z`zr<`c{cB#~kUuSZEJL`D=it1jU%=RMhY--fbd0)-0vxJJfB>Xp=S>=25 z`LAoS&yH5@TYfO^Qo^4J+nbz^_dGY5aZ(!6isu)9$km<8;LY0m+~h{F)Ei6QZw}@6 zZRgsAv3_1IeB-{|T$?b#`p++)R7<^4mx8X*BK-t^` zNfzGa2j^W*_{n{*{;u19o%=t;jRQ*ms3lj0bic2=|IL>F+a&hK#s#kJeNyL|ZS}d+ zz|IU|^A3A*^=kR2gNHjGC!8)-AYY&-`qn9hqX88FFU92?Q@Xrve^6A zGbaA~^uqzMDc>~V1eBWf)t5@8roqd6Uw{H3ckKeyr*vuFF$aA`UID!B8lx&GN zmON>nxSu$lDUbj~x(vJMytqvdTKMk^>oiYzsB@!O>`mj|X_xG#i`_SqUGe{V!lFi_ z_;lxJ-=r8W)yLa@Z2!mXow2ptaC*$+1FMf8TO4)e`o=e}-ik#rrF^oR-WO~eNvCa!nS`)pPzI#{cw2Uj|a(1j~{wq^?Ym5q%AdT%V!<);cwpCaxg+{ z2PjjtADnj>TD2Z-pKO!kt;(t%!KQdPa>H|-h<^?7C%1_9?>i^Cw#2dCp5eF6!yn>C z2WAC-N;TZsHhrt0_+*=3{AY~RcxKLHtv=cG@y|g}v!^0*!}HXGKAg&(nY%5UF)mQ=WW|6F>Nz#CPLW7n^W%2cJ!0c&=U zYvEx(xasqw56SP?<7$IS&qIrn=PEaxZ@!!KD!V{urH-omoxOj9{>_@VB&c}uwBI$N zS6;4Yd@Gm1^yP)Ufq#QSj??+3=9GhRn;$r2yvx_y?{LkScQU9qalJF%e$JDtmi9Le z8yASkSa9*lu(CVsUT2rrwYoF(u}SmXCT6jB+vcwD&g5Ud{(6b1=>>%=HYcBMJK4M0 z`-pP1{8RITTiHYA&JCIwy!XQ72MV4A7gQ_+uKbox@%bs#bC3LS2OJ9?C|DE-$S}Ow=bPSeWuJdK1M7a@^ah`L{kbnK3ns`&e4iY1aN+&gO!{1W zdo*Tjy$1@P$lPmR8^h!O=bBvPmSJJ%Yhq?U$hhO(?Gm@S@4o5HZPa?S{Uy(v@Q-&( zmK{IfnDk(QVZj3livpfAQIHn-8*ZgF{CljHm+@L3H0qG_Yh+%2;1heonHTx&jNKin zXI^A+WPGqoQ|g}ivi$9ZytrU^7-SG6{DLKP>?VYVZ{F+3bp|AAQNSZ3 zbnL*70{stX`Mw`|m)2h0`2Oz0xP{C2I0nV7VTri7P`N2MPAy-7U#TfL?q;P-t&h;O z^|j_D9tCHlEuQhpd}fR4U!A?`!2h!8k{|Zp{mc0Ke_E-}3&Z>gGt4v2NOP?Cd-kdL ziRQ?bTp1<(_-GAv1{=fT| zzR`V8pi-R60&R#?B2pR3EQ?(J3ZtEc3~YukxvWMf@(# zf7|=jKJ2eGN&J7m#^mU{k8UR`J|4Ia8d$J++&kwZq)%dPV0e`*uy==96;Jmm}}#`i(*Hos*(tYJZ8=@Y&yre`~q@ z`sQB&-1E*D+dkTD%jS4>y?4JvijBQ34-CzLkgdB zPIEj_a7^0r@l^W<;k8DQ_opp<@}@>^&7_`HQs%mbS5NDG^<2y+vMZE1+TGwt%-)6n z<}?3j5*K-`d{{F7JTc6?O;CmXH`ty3XLTpL>#P&%c&Eo0Qx$a-({xXVfU-A4P z!l75L?K_*!a0o-Jl40i z_pIs`-CB0}$qO3KuI;-cdEM{WG54Em-zYw~ZI^04`Qj z?a#?8+YbafCGea9mnbZ0pm0dBV3{_zdaKQUW}R~^b2|ODyqNJ&z@mslCbUr3+h6bM zfvd;8*S*Z-*?274&?@7Ay|@2AR^EVw=&nNV-Z{V8r@gz_?sz%)frh4m-P`bz7YiPW zSQK%cc{2Aj`-!gy?K>nr8$WBLS+MraVRH9te9HgB&8&IKw^%b~ksrBc%zx{RXM5VR z`b}bbZ0E0S6>`Gh=h3IUDY8aBb{jsYu-(4Q?Y(y=yNE?0*BlF0zd20m3l1Dx{zTfT z^X(JWzqeZcS*2UVzsl$S`nR&7@nC%Vl5GpKn=RLF@~WS~Qa^V>)~+Y7s%vUbuJS*a zX*aowXO0S+pA@rtQ&N5L&(^=M7d(`hak70^#n$WB*&}W(d~UVSQ-)c+uTl8;0nV)Q z+j18BmMt$0xjnC}c?F~2Z96H6_py2LQUy!TuKlx5wD`*Md)I&NWb+rOE%|RMm0fmK zAYs+{eJ>wsu6%yLv*Sq=F>6Q%Ld)jE3d;A5RsNQI z6t`Yb)!F>uh-1Mcg@}Jm`7FJ^6EEzT&(`}p-|_O~2P&Qhao0fOLVIpZ-wGQS`qS`= zv%8eFT;BGe5r@YOj@_#FbbYzgD*Yp-%T2!?t=?e1{FC_e zXugomZzmP<9$oy$`(y6QcblesbN}?E*7~c8g{M$Y_P%h?ScJ-qlhP-eXFOD~VC0mm zxhXd7ms4LqsC5MrDioU2uxH!d$lD3qd|aP~PyeK^dQGDvFY~xwWWT=i_N;_O#@m*u zscti2J%7G-iv5fkwOOu$mTd<8Gv~3Wdp1pESqm!qJqsSG%-9NUSiSzd;FVXzpGoYq zTUEfm=v@4O<>^+V)v`x;-Uumfjyn5w!~e*z-})&GvfW#1=COPSyLG-(c*%28)DObJu`{;IL(5~Pli>!uSs~)-EzgrbrMDuRd;qza5VY5cfw20 zf=Mb8<|)w^7dp31e&7=E?$}dM;?6ysBWqY7c1L68Lj?;+gfcWee&n4q`^ju69@gz@ zyGxq4%Wqrg_~D+;y0<5@d&5t@T>R($-wkuCgyyJl9_z2rwko+$AT-B<6ViTOv(5AW zfz_wk_J0O9!PO6TPEPpAoOMAY{(j)A`X#f@uJCu7o|SMWoNdmUm7jf%6kpGKx}N!d z+9s?1naG$eAbNC#=%Iedb90cRvrT z)~*XEo@&W?ZVpSjU(-|m728XzlfBNh{8I7QG4=e?Ki7U*Wgn4xy*2X0uTbf~U)i@+ zF5YMN{MWZ7^1ctu54MXPSo(HK%B3yOw7x4?cu(u%JP2x}?~$_*p0c|T+(MDljT7n% z3$f&oJlAOa{J_lO2R<9uol7%1x~pp1!GHHtjb|3V%ru)^%{51r^_cFwu!4*Q>M5(0 z+kz9W{XF-S*;>C&#E9wRt(G(IUAp-s{ThvzAD9_@%kj(sH9jNji}$yF_BZ&vSfAt5 z>X*mTcOE|w2_9^DaDmliX7U3c2WSLUZrR?m=SP{$L_R5~2@iOl?v2-8Q&g*^YuYs3 z@yvs?gQh3EbQT_slnY4sAU(PEtnajx|J%2>^hv&`kG!RLaj8r4YgyCS?zz<*b5vQ5 zornjef$7Y~kb!5W)8{5j*H{XOU5}ena;AV|jwQ=E8K%?mA5Kr7HT8y7^_7a1E0>>Z zIGCTrQF@4DS=#=udjs~HHr@}5_bYv-p{TEwTsLLEU8Goa@v`-ozTJ_R?*tX3I+_OO z-fLU1`K$XiB6<^>Pakx-9DU2j-Xp_;_1qk$biYR9fVWqU2I9@O95H^b zs{7T^s6+C@^@nRN`^>d`b>W%OjLZdxwx^xmmn*#IiikCTm*Ro^*Kh7j^V_<{rqZ5& z<~-)~&Y+J69)N0*3Ri>4<`dWzK}Fo2+$jr^-3lJ8>6>T)YTJP$|C9KY$^$F z%CV$#HWjYD*TpAmEW?rxDhG>y28hSIeePK!#n=3Krjh!=nUf!!@hoWLikVdybE;pm zololJ_l3G|;=0aW+m^ej#c!#l@o>E5Dxsprj?QfoY-iZC+%;pDY91GY4{`@PI-uAin_pV;{-Fv+=Cit9g zNs}^Ns(#RQQbNsx^)CVf4};72(kli(51dN|6)9rN?NjDu1O^6MaOuggiaV?~c?>Gz z3;*y+eb8TcF4feiJ38ieU{L-h4qm5I$4pjCfAupJ8A2eRGg zKX6Z>V9ohW3B`JB;U8>Hy}y$b&2U{uUz`N7u94-RD(G)mo1+TXXf?A$J^!VHh*f7{v<_rAHocSQ0{8{4;8aaY)b zIri-<&~=;pLHkRE5o9 z1LroAIc%rT1Lzx8+O?DJW#Wd`@^(#rbCP)31R_|=Rx^}`v2JXD-oAqxCr@YqQ za@G4U_cVciVKttaa;)MjR$bNDQ6Qp|5-S+Uapvw0u;VTE{NUfSt8B*>K1shOZuNt$ zlOHgx`1W@)r&rT`yO|rF{J1-r^UwVnqpvDE7<{g(>?ja|CN#yvo*UlSv>sHHIF!^a ztrMm>heaH00;@-^*S)C$&l_c$q;0Vok1_5_y@pdrOKd;IP*FH<*I|Mf@V50~yf zh%;HWYQ%%@&yHDr-8=H_k;2USvlUsZ0+pBfu?Z$W2>Yk{>&CW|-D}?+vu5G$&kDGI z|CP+-Q=dvL%h;N-!@kx#UjEn3A;sEsu+h=^srZRkH(kKh^Tn5E6(791wBVgrRLGe> zQ`HTXQ$>wGFyBj2pZ@9dnGy<icpg_s(qNwUNg+w#<-Xae1^e%pZ|0fyec#;FL-n&$ljMyy#feFRGOE!O#^B1w z;DNwxPv`JS{`}na&yI8Mix~@fB2G2WU}SsaPruC^?#DST=wAf(j~v-^LEAE)>+vtwBSpry7>pa7ZSsyLffSTJfmjnMq&T zTwiQAy_>m)dT^c8+M)nf0T&!?l?JmDeBjRK~e1%Bnz^8Rs4Djc(k-xta} zPv8EO{n_b;X;myaDokcljM9A#yt*vQ)`Es(KQ+$19&g7X70Ds<<=KHtpl(G2uloTu z!Q5J-pKqL^AGS=d&a9q0sViSv%We0Hy(xK5*ZbQ@7yE21i<_SwQS)sD+s0gu1Yhen zD?|IvB`l^a!>5|FJ@%RU?#-yc-sPPtCAB13}-;&B_|3Pav0vf>UCMNbneR)#-JdC z__E=}Iiqv+j?Dk0^t;#htIKzLGc)nj%`>z=75~`a#;-&2xBZkdcZKYBtCBaK#PFCI zG}bK{#isN0pvhrQgUS38k}pX!AHKSD$@h3rycV$JSTLD2WV}9naaqXZvmxoTAF&Jf z<~+zgp(5{9pqbXrx_$en?NRsEhd#)?{i&ztXW&1phg;V!7thYtNVkv93;2A%E=@)G zXsimjL&Y)UB*f>|?dx6SD?WA~6xt_jebMl+;D(1BHy8@ncCKG}eu?V#%P?O z={`Bt+a4|c67=te+_JirlFqj|qH~p+%4Q|l-?H=GV3<_JkfXwI>}rj+Rml-(q#Y?> z(6PRr&24|+(HyG_-(9-h)O|anS>|?{kyTnjb=Ok0@S{_IG4!bUCm;L9a>I+M$8?jnRmhnLrp)-5d*B-L zChOjQxqo{s4pdGPPB_iE;VH`vro!CpsKZH{J};~_4NzqMXLfi=(x*#I>W|M|*#6Fb z>*U?hJ8rC>64uJ|ZU2;Qf_E!zi&~Y>PuwK2#E_n-|W+0zxK%f9jkAH>;RhtY4E(=vdG!(orvI9 zL3U8y>Z{j1zWk7-|@J-*?PcA8nQS=_{Px?xJypKR5CM-R;bwfimpfk)9& zEdEWM>pt~%UBl65Ha}7j&U_HIeMwo!vrDh!C)tTI|2@_wAU@kkc4kOH_K)bFxt@0V zC&eEJuReWAv6=m(>*O`Lss~hWzC2j))#%rZi9f{m&jhy|KCXZIV>)>5yglFN(<`UK zUx$}G{c*kMPqyX1tq#%n$dSmMz~Ob}4>|E4T#sbvg>%(Py^K zUlDS=$HMBI%b%VyP-P1Cz3zkizb35gS9$Gq+dVj+sqx>dRgu+wifyx&^~KFBIQ%e3 zJ$nC>Y1);m&G-WUEp-cDnV+(8ZiE&8Ou7G2o%L&v?VrYQ=YC9GA*3t#|J1qWqq8RQ zZ`ko`Lb&#?gNvNo9><^lxSrMK^{v893v(4igAShU)PMSY-9DD>POG;aOqY$3HR4=8 zbJLQHSl@tFZ8olVZ4<4^z8pKN{)+%+!G zGdb_^PnzA;cp6B2{nJ0!|4sORYyQXh-^TyCzvX|5zx_F0`=@?gOXS6c%59(H!Gqpy zpW|;b z#aBV=RxUrP^xgYs?A*RN*};xxZ(ncklKis0=*z7Y&y3>K?fdu5Q{7T)|LV+>Vy@5Z zlV3A#n9Lw?Uo#9ev10S1AW2??5YP=x;c26+Q(*1 z>SA9Ne=0tHdQn7>_q$r_kbvVnLXRKqJLkM1{`T{i?!s~Yy?1k(P9B_U5O4Cbis6k4 z!?EtDgA2orE%_Q|?rF5)kmPGfeV!R&s<%E)-U+l+%4iOQwO_+sf2}J0r_XnuU;D@8 zd*zp>HT=(Z&iik5vVNmarfYkj#JPIe=ldbEWLMQU@$cDX#rXQk^}>IzE&i9z`EPY# zZT@`kOaK4vWcj!Kyy~3^k7l1=3f4aN+5W!I@$LeM?ogh)zR#hg#quJNmS98sKF9y$ zuG_gZ*DNGQHaOk(&`$54uY;Ah&waUPwc@hAnY*^`e|k;rW|(f4Y*4#<{Q2vN)_PL+ z|74cE>MOMUUpnc(QXF_r7ZTw~;0Whf%szR+?qd(G?-kayO0!@nlVPyd*uK^9xlFd) zWiQLZ$H%>YX2-bR4|AGkc2;5T{?h+9w`|sWU4JD*+k)BV)czl{bhqXz?6X_G_fwwM7vL@hAlvO|QN&G|3$#oW|m;ARl{pHVf&wt&G`$0qapf~_El%Mb4^!eMTRn2aB%x^w+f8dzwXxsA6qhflVPalYp`Xyo|8P6IjNTMRMz6x-oO7&dTm`$X85yA zU`Ch32Xl_N=F@GHl0w{n+n##=`ggSE+feN%la{5MNZw~o&}TFdySVPf1;xXR8=i|E z0H@HH|A}8!9y1C)?h61i@FVY%o-W$&#s-m?RwI>?Gwx+BEG%&C(XF--krGT zyGo}?7~8UZ6JmP&>I`Urfn#}XA+!(n>xyJc&yEW553Y}n_?4U};CN%n@{J+$_TKyF z%5$pUtEK2p|8`s=`1V}GEt|Uvuijbv=d0nf;FbT+Ul;$fZFMi7x$3k@V9bI)trqVLq37*v4G4RrGaLSmM2;%cQ;ITe7XZ15g=<0#ANO()ckL9|A)BA z3-yjLd^PIpl-JNfqBZ1B@BLv8@T-9Vhx*5NuC$n@SNjDF^f+9 z0du8ge+-f?{8vjVIN$N!)#rs^!2}KoafdZ80t63(MzfQ^quG{y-!@MQzbEE7EF4hbnVOiUG>w8xuvryOAw|2Y@bIafc>DExrIbh~L>lJwP}Tl+3HN3t>GX8F(f zr4;>m!9Kxkqs4#jJqvpKc6yY~i@GiL(~jz2+%~zUYySG#JhlvcLJZ2&!1I#K4-RxU zfE#s|tC)`Q@7eY1)57l0Owac>e!hR;XTHO~-+C!`_?_AQzIQtIcl(5wKl3O25$FF9 z0~*u*9Dl9q@mkO-!=1%5-q$uP^*b`7a308YAnl-<>F3fVk1hq>&y5X|4v9S#AHT-? z_W8=p*B!d&CVoE=AN;y1{YOM_RE>5$TU~hW+Mb1>^%G~jWGtA#V3EO~BU4rC^?<=b zpas^heaon`ew|1SuRW;SeXgGQ`F_TV?70a}w?7_Bd#@~ZKJHY0Zdb1Hebr~PPAA+e z(5~N|dn=ExbX#V9romZ<|Au1o7p;FEu}pM=zw@%^`yD^U|CzKAl&qGbeE%o*J)Rl*PuFku-uU%o;Pbv;tF|g+?hR!Y-;gL-3%c$`;Bm@@jK0 zg&H?9KRCcx@PGld+Si*)Z_8HYZTGHTFh$zWg5<1TEvu(juUdzt zADAfo-~?yE6BY}mi)+nO|IQCdS}~dZ(F^aN`}@>ZoS#*eH78j8)4g5)A0+#%6|lLI zE}V9w|I_xXp&RXf+~SKa?7ZA`?uPOM4MBr>A9sS{$o+uNJClkt2-fUxSyEoNG`{KOiXaLFefoaidG`U#EyH@?W@id&v2#(ck0e@4Hr$%lx)! z(e(2Vs?;=%kNKQ$Se$Yo(D=a#NrTDpG2p?s^aGndKYVuaP*Ut6Rtt5|Qb@&uCju5$ zrP0T?ZA`Sbw&pLJ&A31Fw%WG6hhHyQSZ27d^!wZ2LA|pB7OO3Fyle4euJ6)X{qm#L z@^8MpPI)6)Foj3r`=9uO3oGMPCVXf8q%iv-&y17o|K6(dnDtK!zkhD$Ma9FC1y6V^ zir8cpuGoI>n&HkDx5b~NI;3BCUz2ltO6cdHHwo?MI()V#&JVgjBa5r$_8Qw=zeOg0 zzqtMDwq<9s8@aR7G5kp`Jci4CKl+(35$+(f0>BUB9v!FHL){lJ>9kdbc1ciQR4?q}z4^YL$3ta892blr;!f`_@m4fzfUzlPN3gY*-q({nPdD$I2#5-uPDJ%EM^0 zH&PRCJG~40H(gx$fDD^2I5;hKf|qX#7CcdfRt)a9L8DND``<&0?TNw`_b!@^289nX-(tKuP4A`Skc3`?(~qRXzW-P+#u9ul<2br;@);Uv@;W z;1P#KAN-r{7TR%Tt&@AL)4cm&%&q)lzqdRo$=(Ow2W{VEJ=r%h z$vShl>QT!vwYc=&-Yb+>R+=4M;WLWJAqyB@Xz&c?(}n6wJzOP zs$g$@aglS|=le%~<`>z|NtKzM`o&xLn|`|F+%paTZ*TVDZW?TIC1((C8um0Z{|J(HX&jU)AcTBmj_Iq&JNJ}fQJm=wG0y;GDMWk zyIN->pRn?>jo2D+gtH&$WKQ_WUH9|owea0xt}n$Ge>2@Z<^HY!;b)iP=1hN4P?Gm{ zePs?`={XJ4V={TdKQ!uZ=j@U7yUypk_P<3j%bY5fIVw!Y_C5_O;MpXJ$fY}jMP=j@ zHva0F4PJ!|P8AEh%BR`?;g)jPV)A$A*7-~A`}fU>{MD>@S@?kpr@^Cjpb?lKY65Fu zOT?eEXU}R`TKn?y)yhug2av>-DEeV{C0l=AwfXra^5=|S+MhGFW$_bYdfZtCUU|R) z&gd5kICQN03%@MWEpH4+510>H{o8(^)A<3*gljXxN~4W$Z&K;L`FQCcvm;>&Y0-aU zyk;=mJ@x)pXJXyQeI_CuAD&_q zb^E97=XqA@YOk~3@-}2~GMhp{ZOhd!=B)wKwt0WlNh{)S-27xk#HSsLoR9iE6PN*8 z>9X#Ato?zc+vTF7#xtECoKY-zCSbw5B=zU9rEg3bv)LRXtxqyqw&EV(0yOI^Lghoad(%miu%oRS|P;(G|ivh zuAwTfeoDvMj%mPO9)Jni6$)P<-0z^2bOw>Tpra)R`=)Fapg4@3RD^yIOn ze=esyjz7U*vh3ug#eX-aa3(KnKM?7Zu!j>AKM$=PH-I*`frf$aW}N=0v%2A`+H`QG zr&;h!#De+i*ONP}e!N}KWVXpFZ35HpvK@|5KDX=YHrx~YbFoz_dZnu4#TCjc;b5gxKV_JiV%Fd?Qb-_}^^H|7Yj?PkXRGKUng^e&5t3|7*3HZGO#O z>2tn*^OOA@SHOje>4BNo8H~aGey-+Cl9i>356vfnSD*hdFa9%|ar?frDGbj+g!ulm zDGUDRrx`6hzTfpx{GWtfi=10|z)h2Diie*tTc6KL?&aUGh1ch6`m#eG^B?}$UhpTH z;s3GqQg?stSgE|qk9p6O{cPT6D{ghYesz9E`n_B4gY(p_S|26-{a;c!@0IpIr#6{C+^?Z4G(uW%&b|_?cea=M``<3!%Nud9=Jmhit=reL9^C3LWW~rYB9Vl{6LA*Am}@|=gFwo@(|L#pYvCNd0Ke5%(_pI zZ4nLJ><3sI-raT=W_Y~4U+qrnqq~bafB%2BcqRJ*SEhtJ=9#SRmlY4MZs1p@v@0>C}U48qf+0U}1<(^O2bNnc0|F`YR z2Di%GHqLFyUdApxW!`_Wll9%t_P2hHSKIF(=VLtQztK+y%eIRq%InsN+>wQpMqmRK z*5$5z^yu{gy@T#+lJ-y8KX>Mw)fdxm3oURwabTaI>h7a1`LDWne(lzqr5Ry7C#P(y zW9I+cdw(RK_`_)8}qqd}5WxazD0B-&clFysv@V{ebG< zf>{R_-7CM$llS&_-Yn1mxwBph7EI)j`0oiWOrk+8i2S{v!sK>y%LH15E zil1wEs{i9@to7|%*Q9q}?M*Ixx%7|j+m#QKUT06pWei5%{pkq zY-J6C%r}1TW7s>7QT${>;kFpi@>}Bvha?Ta%Wu`w*%gDI_?X;Sw7GyS#)4UI z4x@O&0lgW2>^IDIme?qnuw^B$=ik(gxz$b5?ssm*N4>1)+xl7L>Z`}@KeI)yE!k=J zXW9mx(_bE^oL%`}Kjl`vAb0}TAZ5j$N1xa>aY<^)->9@sVM=z3x+QdlHJMFE!nppa z=NXU4qdb3@Jp4swIa;TwYo%>CXkz>GzhU#g%&JzyiftD>gOB&?v{RrBd zUivX?x$&i-`$b<*Zo6dEAqkpk?wC2>;I8-2`%8^q)K5RB@&Eg!nZLyD9q-Xue6;=& zD6wlWFZ*=tsq7QSGaOaYUF)Q$PqT`DtiDgU`l6w;Bxt^S@wRVk`90+4@<_;7 zrGcyf?eJX4BVo1v|AyvDw=hQjeVN{;71A_VrhQUK+u&6`$^K8bWuLsE{hZ$ zUMtY_AZV3B2go?9+bYrXYj`U9jx7E2_2!i_zWAh=P51PkhyB|yW81>1D<3`*-}>)I z;J>B0+h*KmpL*%ktL5>0uTICwn>e!d9y;*gf}^vc0cf=ah%TAeQ&%`?+AOyhye>;p z1x!Sky(Zvf{n(g+@LpuBJ@L7E|7H zEtAD&U-9!%k6?3jcHA(9-H|zAdYa7iZ^4g>wC&H&kb62m%}2s`Xa7u{WVgnIml8*K z*0L^xPS^7__gX!Cm2}9~)NcciQ(IAjCchKgj_k7vHHIs0)R6D~mJ^4#+aztoB>%VQwOV^nPt^7Pwck_AQ(!STqZts>g+;0sp;8AKz zO3=!OtlpQq`{JU?wx$)uzZ+f#^8E>)*T(bozz6Pq6VEA_*G)gy@ITk8`L}Sr{#-*_ zcC+pt$+L~Ti5vHCWEM4sZ8NPYQE1z8W6uMpX~H^IX*|ylv=t}(fnp=Prv8Zf0}b^&XyxveD=%E zn8z&L8Pxj>WQ^K=him?7YM_n9exCaCT2_1e&CgQ+EnkqhQNWWU@cP=#4QU$ZuC`xp zx|%!v)9zm$oA!y`S-RA3;wm@)@Bc;hP0yMwQ&WG%t@gN9A@ensrV1F#FiZC}@+RE!{PsaVr68Mq+MheO z{3p+M|GE4mf18hgWABm!Kdym?qLv?M3u6ifSNdVnb88=5Rb4(k!~3*Ck_C&I4AW`( z4|X#d|KCnw`}=;9Wb@R+_kGf;IC4~2j>Wcz7w}Ay>P=7)z45joc3 z4##=g541Ta99GN8{uu{(8`V#Wf<`oYQw~%d1FxB!!w4?V zjps0)KDXH_{4cZ4x_`f4@K0$oPB<*N;UUirhT^s77fU3aDs7o&CHi6p`dOwv0rC6-BQw!`9AQ>`8K|V*aovAyfUU1T{D-AdQ-F~rH=}y3$bIGbtU$a!C9H>h>(4l7*5^?@Qkbuda&mRsR zR&Pm;QZ-(@=n*tnZ7Q*{0+#mlU~Y z{uhsuY>ru{%C4t+Me`UhnC__A`ew3Eji!2i=FEu1`gu;IpHb8oR_4?%XkdEI{4=WoG`gKH0zANKjXJuyw?K%Lrwh{Z|HtzUW6 z59sW1u6QWv*YNz@sU#cN)j?(G) zNPX7WjP!h4W{+@gr`^la?*x6SkbhUbaJpY?;Up{XqIc`UeU+KN88aWdyHZ+1Ow%A8 z6sytld%ki$oUmuDm9h7e>pN~(KelB4HixnLT!XDa!mLGhz4JcrpMLSP$nV^*;hJU@ zYCSv_XLuxT9&O`#Jk!D8t$04@JPQ8#H!9D3oAXVF^W5VnzZp8e`aIyVC}5LG&@b?} zug%)NNW2)GeFAl=p7x``TCcS~cdEF*Z7`m+qbX<Ur`JmF zeZSCUuZU@f^5LhhT1FRo=gl-U$P2z7kZ60@(182BKwL#z@`Ihlw*L}sg%js&bFPm@!KtY|BKaKN&l;q2bfOTA0P#h>TpSyf3@Ui%)jb`^8d zns0i!S5D_I5ZTzZL@lW;iTiv4^WJ(}arH7!zkNmF-~HPRiXIpgC;XY3w_?M*hcXrd zlXic;#-3m6WFZo~=c}}ern}AFuM8&-8P8#6Ki9}ybXWTP6Moyt_Fs959>-UuJvqRb z^(=}{hNJs0e_4X<;qOeF&+*IIZTy_0r}3Z7)1z?e`2rys3r@Z{Ea&Gx_*X0Z>is?Q z#(&>xgf&9|irYS#eu_WMu$K?WP$3;Y2@q?Y8=Y&n0sgQ4Qe5bs|#%Yi(iV3Up zv@W_w@|;}qm?*-^Mx_pMEbqEAoGL z3!BFWec@RalO9-1PPoIfW8tBSw$}X$IktxnvGdOtSof@JQ+|!r&!soEmOW9hC=!sd zc_P`em?8m!#~*myZx^r zYEp`~Zq;7@bN=~v={IJzH9t7v zSnx!_f~jJuzoz^3d&b!`GYlL|d0j72P#ucSS5Y`eaz#`I?j)5@yY}Sv&8ky1w#rhv&IproR-8 zN_%pk@Y#WjMGsDVXWsllod3N*93)NV=sEvk>-72f?cTD;O&fTgADCGDfa8wo^MFm= zQLSfk+AF1YUOz41RlL&cQ{0=o5-a?TCZ4qNc(!a=tM%JPiwo9!9elzHHg@mYR<=`I zsSg|!r!VG$GM97{Jg)wBF(0pV-Vk{YT+)H<_~HHG*L4&5g2&S*-sd;o|KwQ4%!$m$ zXEHx-zu~a)L_=m~!i)P+ZN&*Ciju+*t$i0*+YejcQN@PTh`4qSU=5h%esdu7LWjN zh+Dtu-2QcqMTerKl-TatO#CY5{aVW5xJhoE^xny?`+Z&|J-$==K6Fpn*%M8d&ooU= zJ=nSVflC3RGT#|L_w#&}s@oeptP)!+F z@Tj^e5}aR`>R!7&S;=Cv^nXTBdBW*8hh_PnhYrn4rQfm5`t#6X^8eBWl8FVg5(_pN zSQJXk;aLCo5$NE%2M;gX)Wq&7ou%^WcTCO)9~m}vzGmU}gPbq&PKI8~_qw#|tipUZ z`MLY9UXj|j^7|Hx4NSjeW(oJ7JpSgFY7~!&L-X7yi&s(vSmVQb?4&;M+yrbSycRE`4s-jvFMggvQy}% zrq}%5oysJl9P(`tC=ortMQ-ztxT0b8}btq2kP0f*i{w zIUZ}C=M}wXQj=Vup3 z37LFfHvPRU^CI`lbW4G%v?m8MpB?m&F%OA2{~`BaXFhk@Lr|%CeH&Bt<;y2;UCrC; zCBv@X*DQSe;L7@png151{%W80@_))qn?nz54ky?w+_msf1i0?eh1NZ_8$V~&?Rx6@ z|4d}TGaZX!u{nk3*Zq0ASLN`eiYYD2r_FPFA9dA6?e$+RRnsF@`j;JEuR0MiYe}S5 zo}p=@T~(#fa#bhii>LMVZH>WJ?5WEKHDB8g&ODqT2FgDhQaH^x=gnVt?dZz4XA%pZ z8CVoc*wiyjEBRN-`yh6f+5Vn+%g^R7-tRN}qKPu!Ib%LIkG%^I&1!p`Aa+l2j{)!T zgT>EJ>Z&dG6pA`nJy}j6a!1?e2WKh^*#50rKfn39bo%b=zth%cK4V+zbx$sUs_w9yp9#Dd~&ez*};m^ zpKV;(l1(|VGSh@V{=>H2`4d{Eh)q{Z=Yv|(Q(azKsJyaw&4QTYKfh#tS(x!KP=0pM zl#bLlabfYZXKZ{anrv!y$M3sYl|KKJ-NGw*jJ`^-KNnUowCkZ0UZ@#>)>%mcPHpYx4DQBim~3`@AM! z@3YMkWP2{jmd@R5+-nfR}!AfiY*{|3*?cmvilXSLT`;z75yFh$i8Olv(Kh0+D$GdO|EBmpjk-7?E<+N3w}t>p1$FRjE#M)_71uF zhLl9hgl~RrkLoEpgnYounUMKi|nX^h|u1e9X1K`>OI>H>Ll+ zwo*cDPVux5x6{vFZ9H|lXIYQVjx#zE-%E2AY>@PQs57Ir{N7Jcmu#QTUn|e1xQ`jJ zhZ74Rd+8EBznfEfYpU>ztv=xwXX~i0Uu$&jMy|=xH)?*7Y*LZDU&X|}AA88ZsQKN8=iW}g_3n{OhMJ`Nu6i9+q^C{< z(ag;d>fOu@+ESPxcCQj#`)t(VD>%>p{&&*nP>8!Nc=TrWnsoovygV`Oq15KN6*8G` z-2DGA?w8ASlZi=_>G}B$)Q0J6=01K4&WE$aqfb3w9v!zm)`Cw@hF!d`nft)4 z-P8S6?5}*u^6B<;zXku_dM`KH^nl6Y>ZS)y6>sV{Fu#^K*A)4joqzs~ojjYkPoJ@F zR`uL6?ICEZWsC*4-VS36mg}>{W?!1j#K(Bx@|Fu-TWwQMK3IM4)~*8H7ug~ET_Q_Q zE40r1eEZecuj}&o-p!i6{Poq#9?hqHnkUNVt=O;*ycZE%A_=@(CUVPMqsjR86FG&* z8ExS0l#Ef*TMPQu1g1{B9DHbVxc_B^|Nj$3W}bg_e$t65ws*6Njn2E&HY)t@;g;&* zUs7(-9bI$n?pwpy`*PusG#b6hJS5^eII^589!i~Sets@HT4wDWl}*p|%9z6*+Ux+Q z-+A^2^^2r5o)yf$e4y;n?Ky0#dHx$MU#Tp#&RFPJ{Hr#u$5LYdnl{L0M}T9aYUXmo zvwupqKK{L%-D6FrmiwWp$`8AKH|G~gUAh0nL}CBgOo#us=Pc_p*>TQfN0gL}=9_z~ zPh}Q7HJP#1uHv<@{MzrX3txIJ5WnV7TR9_*gO7Io*D$%_4_GXwsg zp0ljaWyd)eiS(PiqSs94aBPN+&z$bbxgU0|vibwpshS1x>ZYYGhf3WJSscn=v0M@v9N}l5{o`RmvvgOz<&7SX9p^lDM5)Ap)xa&k?d`eGQAi~^j>l{cXZX1m z?es&U-`@XHo4M+bZ)r5|HUAo^of2n$-ig(lwa#KUGxryxDW$%RN2aLG`Yw{c`1{hd zjbR){@1A~iOWAUUqvbVE%f=O7K{W?o3%on8IHwt)gBU&u?;e!To5Hd{4S)y%K0X-CD?US6lmE&G36 z_`=u2TIW_nUhaCw8_!H3g-DQC{(@)Avl9#F7d;NyQK)stLNsqfZ@B)#Ui+mB zQ~e^I9OBh1^406G`7-I(qHXFgCa>8N6twa3-9z7eos4g{Y*ktH{_4_YsaN#kRksN8 zY?tIwj=CF==zI7eco<|xTl2%6#e2nW>`Gg-&*;wWiOUKN?pR3V$?%x}f9S!?o98a| zhp}9l_eH(!rJk4_XJaJdJ9AcSSoSbgSxRxYH9xprG^_XH{U0S;ALjpMoYb0bA(kh@ zZN6lKk)s#i0`u@`vwT+WTArzRx+L=JRh{fPS8RjcPXEhkbmPl3759ny9rMgKteYuq zqMkW9#nG!d<Kz0{VqYsfmHvHIcZV%PqF>X_VbccQi5y;_co9MTdaNlv*nYYu3p=6)j~LL4yXCK7HNaTS;aQJ z^Pb4m`!oE8bo<*>OJe0sEb2Ci{<^%a}EhYx_*DRi(bRp0#R_o5YoTRQZvE?F;FTW^ z;jx7U%o=l4*Sr1vP(SPB*hATIbV|;4wA}7# zDLi){)Zfx}-vB9sGv)TJ3wp?zae7gz;iUqVI~GEDGMwA}Cl>q`;C#%#!#C?6FXwkb z&hL_(=G`sU?uQ_K;I)|%KaQMxTAk!;?Aa9NZnEs<9M1A{E!OFWWM>p~8-_&w>`t9_ zbh+bt@u$09#a!#Y|MYyaP4lliv%D{wO3n&8xcFNBZyU{w)Z|Fpm$m+Hix#|87JO$c z_--0UxnE1<5AH){RY?y)J*?CDWr;I)7PuUid;{*Q3cQoyC}(a7?z5jB=+$+*VC#1i z-Y3})ocuN^ltqagS!S|;Kh9|Wyw&gSYn2At@qVe2_4%wf?N4#c<4?Ly@{I-a8x7{g z+y(WA8^PJMqK*0C&d<}tuezyq%CT+87qn78G*|fHxy}!NIR71ysPDS^`l$Tc2i7l^ zU%a29p?`USi|nM7TdQ|HIb{F*_P>Vs{WY(^E_ zy~+lZtH9>+9VweP@69~_3-|r~7wn%q??GjqwQaA>Dv7=b!j-}AMhKkaLiBEI6cTK+jnD?RoWreNtxqXt)?zbz^YU*qPf z97~I3J`%QlLHn&;XZBvKw6XkY#Jgy6rdwNoM7P|cm8qYO;_`_KDaOSU-=>?bH&rN@|zcNkb zP_5dbAHkq`rvjxrpz0EosJ8FYU^1|eUGrn!LvXnY4u}Km70V;@(jx_4*DmJvO6J&< zw`=9P%-JsrKYrh&yXT4V%8b8zUj-j|yF34~1HVef%+rr%?f9`Ptx~?TVE#g_eHU*# zY@9LA0%X+YYv5L9cX#--$u35och3H0IC;nn9M->=yX>g?;%{ejR`w!77K zF>=1HpBa-p!9e4JsR?+9sW&_0$B}c{TRbYJy*M3Td`3v+#jO9W`Z31sz1a_h|9mv! z^SE@gCih(FnGN&8=BMl_*n0X>1W*6cUvXjUA7}pgpY{FRot2->ehIxk-^;6+F|n&; zYq9^cV;7Buje9*pL8BM~S)jrhGP|P}xh}H!yinxE2ibqvJ;dfM^r_&}w|Q*;rRV+jd{6$04f7UyRPfE7)7Hi>XZJDPy5D?G?cyb(N0Rv`=-4<< z{2&uo!8T#Tn%3x$DD9VPBmdj?-phPwUfAG$E_3Um*34&YQ4fR9d%voCB=okL<+H=y z)02-Z3E!)7f1S|77mqS#SC(M5^8)l|R$sYme(`nay&ct`Q@{A#d78>`d3KzNXxF(V zCd*tW^ej1{pnG_p&YpFC&)lZFT|cusW8w@@vwh+0mQ2vhh^Yvt^Ygp6uXAixVQarS zTTWx+I*>p0V?HYi9b@wpb2c(R`6*KD4y$;K{%__KTZOtSXU$`aZy#m(>hBTp$9$LC z`E`aK5+c`3MK~{m$Fekp+RhbkEXkktBJ=9e2jZv&Qj&R9H3&;F1~Cg z=bO}LKd&1*FYRm8t~2+m==HW zkdd)qUWE4xPywnTIPWm`=>*Y^3nfPi9NAi0*1XI7qRM_Ut!aiUzgl8#+w_axe!(>- z{9d24ki5hrXvW)Qv5ftv*?oOKL&vnjOoR zXWzV+Wa%xo3>Xf))7 zO+(tSMmy(DYnk=&$pvPWYo_x)C!DX`@W17~-P(DZc1^$dx#wl>@BOD{TrgJV|7Ohp zZ5n&^xn^)(v>*{&7hTUPzkJ|w=yb7Z4=rvK%e=AV`?jIk{P~JzhjpgMH*Mm{)AY0d zUhes5V(qsVjngw1q^>HSE_m#!l+CrJHPW@yQXMn7GPnG@*RT_6!?B_`X$`T*JkLSh zZ*V*O^PIPyJ0pcm{%%?J(B?+5+#5^&dG-h8_eQQP|G#nSM1GYwtYJ@_FUxq{BvKknhU;w{c-G9GAOz%_`kKhcn4{X z1-&`OQL!uS)l^&1Z0zxa^ByP2+kf%-bH=zL_|Dq&NA^`|OAgj8JNP3RTyRRg;XDtm zKDO$_DW36PZruEp2YdqU`NR$XJFeRKHt&uVe8zs~ZI^-l1Ff@emwOCuoHvm0_sCfg zamG)EZS#k7*7g-YO!)7M8B|PS`5CO6rp^aC!+74|g#I;QIssn-_NNKm3^O^z=J-A| zGjKAWe9ynsFQKpBhp3d-Ce(Afex7oAhj7QU7pC-ZT+!Y(9Jyf|- zEClU#Cw{D}uCt1ce#kj@(=tuqHI=t6)AnQ;p?fu_jA|O)#yduw-<{M z-`8VzeFgK3u(^Oo9q{euYdktW#-pOrz7}!>v2o32 zWIxv!S@C?XyiHBg^UA=i{An#oTw-<(Nxs71b7{}dXZYNHG)Y?O1IvrlFE)%-(zYrN z(*yJ&v(V3fgT~*%XT?J1AkOOE3p(c?KFM~!t+&{`hu}kK|16*PQND`JT<(75vH!Ev z-2`OP1bWn4%mZe83NOCl=LZ|5np~Otw^#oB%+r?OsvkT>?+~CpGe^%eoqw%V>d&4` zg`GKiTaQipYQ{R7g?+Q(ji-;2Cb_I&s|o*PR(0~&*ERWy|_+rf(Y zS3u2+D9xsA_bOjExBGwoa5k>e%Dc&U`&=7`O$EH_2OB3p_$mCy^Hc3K(aHX?leB#- z=DEGgD%tuwDC)Dlbl2MS1^=&2+P73_`PC?KN#1`9h2dBJzFo-@pS(lmV4}*wM74uI zBET7ulWz{oX7Ku#?6@^^pDn+fKlLjQ*!%;YAO0}rZMwDm;^#HrQon{rzKuVxFms>R z>5In79DK&!t_=GZ9;#}K({zVMwZ$x{#``}$=-u+>SSb8j@?0bH^8nD}$S)HG~~CnGqxHdzw`s|~NVgZyo@^J_ z7xb0zESTY0ut5cMjIjkLycN9uT$~ffq<7-$`I+1gHZFc}Ah3WTsCsJ2zpp%tl4qIi z7vs&i^~a1??{ZqnS&!z!KFx(+?m29f$h6>vwo@;aS z|2_9T^fYg;!KDWVmlOWX&07#LqYX5T18uZkzsh&sQ)tsf8;4DxsgK6T4=&i7`2N3O z@;CVMmwF>#nZklOg$B!ROKbIHMnEP)FM}pRPw&b16@H$3FtzZ4W|54HC10NmyZeIm zlM1fPzg@VcOlhBZmDFD0g@0ap|Iy5T|8c>W(`Fj6mnI9$di^O;+joqK?^f#sF2Pb}p%;XfT?tYnBXZ5r1_7b%sIT=g-zB%mYR8FaP;)@XfKh1odl1GVJbs&5zwnzGq4m?D}m~ zH7{eoIDg61jK!I5GBW9ly1Ki;*_nMaq!ZaWclpuS<(pNGxV~H+xv7Bn_`!*fLAfQV zj47tt-uj{6{o6M=z1aVkl}S|=%&9EcVq;Mxcji#MKpcWFL0U9`_~SQ7Yvno`;2*y`EOi!$g1r!eAv0Ll&d_br1;=5=HDCI9vWB_N!Zx$ z*J+7*7bsTn>3XE>9k!j?N7Ho!=B=L2m^Jn68Qw2<=7#xSn|}M`L;ecsy_1sn7WveK zZB_WUG}%o|CS9!O_Eqzch~ok=poX+f&4+XT9PQJ@^yjK|-ebs)4{7A43a^h~xsb3~l^XBd8`Pat0Pn8yX0xctch&L zXRC%n$fkdYK|f_KKVz^}KusZLg?uvUV6HAH;Z)g^Z&9UJ2o5QN^u>PR;GliedBA+WZAO4Uj)e-k;(kk(o zBNsmGYn*;D{BF_Y(*KqInhC5gw%01GKfHN*d|c*4k$PXS6WyG^6Ry)cJXoGVTV_&X z9cgt|zRGLTEkLvK>V8d^+f^(SZ}@IHm8ELAcm3|$zr%8xt%Z1alP*~u+-J5|!X{39 zua`2XpE0N3G!}KIvXLFN2a-O@4ur3v}8uyg25k^n5>|eXd@IK{Ndpg)(yzR=*Fu_4B%M zfNImSv-+!-XMVnIcRuu1&ooKUq6C9|i|;!mnqO3Ls@`8w(f;9(kqn#q4XK{=7yCcH z{9N=Byl4WnY=MF8HKSXhPshTr&zHVrepxkTf89wVfhk(@7xOgQ#r7SU7p!@+{e{rG z%azi#=X9T4>lV9y>f^309#SA%3cyPr&K!!j0WAlW;%k0>E;vee-mRkte-J7KfW?wk{$~2xYY2&@xVhg>!Yxn(|b7L}( zhyH~(g z`pM&~-!0p?Y^L;*MWqD*T`c+F^_&Gd*KXf%5aN|I4l3ES z?`4|)pVMXyJV!qzWL!u(6IkBzvghXIt=VpJbJFE{vaf;Xo7ka?OZd+@REz7+Q}g_i zT6ov%nS({K!W>J1b004+RI9VNa)iHq){lJWvnQHApJ^6k%U!Wync@lXT+@#SbLR_8 zdw)8sPD*v%%tzre0M+Y%zyjdICIZ$YQ__K__hT-KK*L)>Ck5px~jS>*VV3Nsq$Q$dUq**aFWdG$qUlm zZp==<(fw7;EI`NRaH2k}%Nuij)ivV{_7#D)D#f>ETfRLz=i9SSrxTa_$&=9BFXMJ9 z{qPBn;?F$A7jH;wtx>f&bC%^ev?RI});A+!o$-TrjFVcGEl!`E^Yqy-Z}%(rEt%Hm z?Jjcpdqz-s#aZJOXT`3h@nu1lhUv>3bbNcKGA=ZIu8QJw*OfodIOaZEU{)MpUEdV% zqjMlOUtMg?&jRy}56%|upA+HcH#^<0TYsKefR372+y!&t9?;@g(ERM{)vjk_4lR7Z zwiz@W^$=vl>_YLp{HpU?FKc@ zwpgxv!nM}>j`h#tvKNKAf}d z!MeLDlN~1Q-|t_=y4JM!c%kPP$N%$;&ght3Ubt_E(2_u2%TnX)J#RnnSo65}oaeqm z%h>9)BU@6BZTZm#UY>q@OKWlzczsVnX~n@C=612hrgGpl8_Bm08Rjx}R84)@^iJ#W z(Rb^NVlLcG-I40DA=PceQKcJ)1a-LU9V;Gk^d&_8Xen5!?e60re%3XUe}az8LC&0q zEZZ0Y_IejM*3W*h=%3y}*1!3}cZ`^B7%|^SV$6BSFby>0xPga#!FMeUg^D9&A;rc-tK+WRN168Z^l? z;M63R#}?nVofm$({aRATrx4Q^IZtinN4mz3TxV@vcqpn(IS#g3Vv|5*kJ07BzoW#r z^aCmaS<+#{r>p!+pXhD7SRZ-%z_nY?zD{~Qsq5W? z7pKUYwH-`v}vS(evE8$e^B=@yUXT3=uM;+nDW{?f!i ztIb76qAee-mH8NUr)#yb&xHG%C%YVy*%`@il*BkB^mI_>3Q6stc{jSRR{DjwA z#clR|F{_e%KdYx^l798ag8fH~OH=lgrtR_AV-^x|x!_o|<>OTFAl>$TE9O|*&#l=n z{+K6y&s5`krzGG1VSE>yaN+*40}J;1Hg5bMzwAJ1%Yo9i13#GZom;o^w1c;NBuer% zYAeL;x$#L_MUidJBk<5d@PkvD1*TKBohqKT=>FSXJ02`~wD0b-sI^g>ql9j^?fxIP ztTAQZy65-yrWxlI#z=iJdSzLgylT;_`>u9cw@*|9}Qh zZtC~#^P9AQHDXPs1=~6q=J38o?S$~qn{+ax~dUOD}* zVZmpgYq!ts{r4-oF`A-ezm$hP(Sgz>a&M?1+CJS94K9O;A+r=Qdtj1=>e@#EDP>Bpmx06T@%mckR@W+>KdpbG&lm8VIkdd?M<}07 z{EcY_iPa4$iBf%y+Q$!w8obT5YmP3>|17DqsbKnfh4g=^cE&{ytco9GSr$C4t_2O+ zb~l1oR4c|je#CR~Pf1zv0cI8M^94LHmTc>GYz-@JUnY87#X53N9@E}yP5Nt3uq-+r zU+}CpvUcJ@lk4-%pPhTC^fC9#rk=?wgY*;D|4O<3_{@pM*Jm0hPR;`jI?6z1eWT|K z@ZJ04x8HHnlkDvHz%afhZT5pxn;&r9+4^0fe(tq7JSMe;wpK4D_x!oLd`i~zr^fRp z)k@Z0nY+?&@`A8Kuh^n4oG!VNHRb1e7Rhh3cKbBm=4iUj)AUi~e;ZfwtYeOd$v}hP z*XABho!!4a_BKB_=2-ApVFzQy)XI~pGqb$7^d4O;^k01aS4+|yoy)yF@(~O#QoqDa zx~1lJVf%xFdnVNC&r@G|scO1u`sF`AFBvOySQ_%iAJ$sT`QKubu8z54QrEZb+YJWd9+!5*sY`1tk!c+Ey) zEK|h!GixjomVO4e3>0=03f!5nJFE7T*6QW!!l&NoeYBuFDt5)z8OfKdW?wV9Q2WB` zMO0Q?wtMvP1J9n^@Sc90GwP(y_0!vZbC(>*U3TCFXjsx<4ijX6`nB*ONAJk!;|>Se zd@AHLHugOf*-^-Khv(|mSOHft$3U58)#>w>IqH47U@01#^SU9yw)ts&w#fF5i&;LR z`hnHbdwWV9kEza2SsMDubbh8XYo0OdG2Z3iQ9stamdEe*d_4$CF-NBy`NQTp>1KkV zX(87g3)Z|jOy}o2=m%?0n!QEK((8D2#5}ikW}c2hlNG$*wWQCB51Ze7?aq&#^H$FA z4!-ZU{^^VE$&PE>JlWWt`ld-57R)v@Sm$CM5^=hK=Z*y%WC7#p@bZageEh??`WAy~ z_``+;k0o}@JbPek>dBz&vTZ_tF287gqE_{Jp2{k_kUJJ1H~kIQXPaE8ynBK4)wQV$ zdYms*tIhRE()Hd}vNuCYvtYKPR?$iDz7M9&*R1nvK{LJHm$rX6vn77V%u_$WO&raF z$09ozS@-!iEEG7L%hWTw_q|ZUf;0R58r-?=q;d5`UIuj@{UAG$Oy)41pBo;m{7qWr z;=ab(1xIGJB|kW3SkQcT*RF#r|NU=^oyje>%<#sJBSJ+QQ8#J}`!!y~PM#7LJX4@} zWo4lfUwy;9&683Y^frF2c{@{(dAlU@W7$@4pPwxawp#R0)#1Jp$>HaHU)QGj`vFg>#hC@C?^^D8@-O$x&g!+{ zFc>ortdSE%)J|}6*vAr$k&q|@fwnCbhvqTSEkkN3Yb`E>yYGo*^=d* z3=?SHfyYR^WWCsglA4Vd*!Jq%ckbn3bv=LKW~lHB=j(^M^se7i@s1Q>aIft+_jH=+ z{!?FfF;vJa7R*;H*e7NOqAqne15JvN+xfXN?_gGZ@j6`MRpW(-LYhS=TN#j zFK5--Q>(T;P^RRO;eS47K}3&HjXrFX-scZ|iFeICzL>l^WHg7d{9J=|`T^UTw3#0krXFga z#`!;O=0t|?GZ`M=*w=XIUdAO$MsOH&=<67_P5#rD!(`*RNq5x;hLeYkWEji)8m!;2 zPTRkHiIL`sNhhoKi2cg^x|A(4=H>m6ppY*&PQO^JcFK4CwrNjqzOtL#=dtT0ulFbC zOR6(oDl@z@W;pgb!aP8yO(KrB3AWl*PrIu%Ud>HMbKYI%iBk|7Csk&-p*NGsb;)+#dCEr|_K{ z-%NP-gv}}ZSwHL*%Skce0<2-}J z{4D09NpX*^Dp)-{49zj>`z^T5?Q73f%mOWE$+Td6H;3W;{0IH>0xm~e?fnzGd*zw` zCRMic1a{?hU6;0-_-}8{|6TU$r>*&|7Ib{=v;4)^wSA82?n-w1H}&t=Cnib{?35Gk zq=DBuDZ@uPGehrY)&02eVd@8PmB)0)lJT8GLw>R3p6s`J(;1m+W}kjw_8|U=k@BCn z#(!L+b~GkUJYDeP^dal_e;zy(w)THEZ*%^HmRDlWbFJI=&pmwq+{65K+g+Y9bL;fx zl^N=w0~ee@3FZ?j(_#UIzb=4AbPSc8BiU z9gg3#EeBN7?4P!__{V9`ihY5+%D`4(yL+#;Ejjlx|M{2g#lLPho;~&EQpxVvPp@Qu zCkcJgdzsC;ccc2>H!q^kcn4TJ?VOYM^jdi2>g<~z8fVFEJmoj-U)99hSEa0XGX8s2 zKhq}pfxgBC8DQ9^6GZ?Hz+;`(Z&;+c18a*D~tYb$G|YbQ*-ecraw(`|Oe%>Qc7-Ou|l zgznlhZ{e5eZTl5+j!E7EZy0^eyE`p!ma6CR#MhEu_5a29ec@TU{{!cj>a`1WPwooa zcm2n&N10y~vkV26e^Ryvy%6v|)nwAd^{05QrdrldJ+C6} zcE07NG28#9Lse~gjLTq)iQ*sLj}%gIHp^ZXx#_0MO1 z$e-7_IQ`KZ$;0)IiMGx^-^;}H7?-dcfEEC#6dIoK@xLx^{`2gl)>Msua}RT$W;l2D zWOcmLrRcM(U5!`xFFo=`<@?#CuA3#lrhb`pZi&Xq^-s#yT1T(AY~z2`c#hF>@t^)* zi}K@&GPj)Z3H;b|7PQK>s{y=j!bpVC`MHs?u8ncN@VknX*PssrdIDSLCjyK)~ilTB9P+;zuD zS@KfG%%7Kx@04x=^@M~TSniQX)nHuqQ25Z=+pT6cu^)GMKLyS2YB0__%zgX-Tf%hj zDfVfXH#0M4@3HT_$G-RY<&zPQYYeYn-rr-_azSPJS^Lzw#jTakDuc>5Y4|U^DtGtk z&o@s_Wz3wp(2BVsy|vN!LgQARyNo`ELAyfFrM15?w~O^z{b%~8`~O?@b)A3e*EHDg zdae3e%vaa;=?A;}%P;O$@tzbjX|><6zDZ}inR5h=L{`Zehpk)&zG7-rM0ct!I}x`sHh$&t}r|izyw-yQ5>6U^m%H*-FY+TsB#|< zV6bTy?`vGd9jbqb!||WnK|RxXZu*yduK8V2`m~P4=WtxudI@v)>qnSP6%y*C_g;Ui z;M#w>Rmc9tEu-2kKJ#^x84NVmq-rpLR)+*IfGpTLZU5FYUrJOT9NWw8AvSFx187YN zv#El~{t1~1Q=+yUnYoqc)z>Y7`9{4z=NX1pOYZ&iac_jrwNy`S=h=TBt(dOkInDFY zJ+dT*12k znwk&xyql}}%|Q6oTsg0T(D%ZZrt?(H{&L!c!*M%j_ElNW9A5r<>AigwMjuaJUb1fM z1$|rNPx1Dj-Y4wat?i+!yn(@snqLMojm_z{#J1*@DAO7UuFJR9avlb zQ~$;LPw^A(Kihxfum0zF`%Cfmm*ejggA?}Uc+ftp4Lr;D7eBxHc=o>h2`{#vS35B8 zas2s@>!1I)&O9%-N@&sb2U{L3Te@HFWzJXM{I-v-`D+aHHwWq$Px^f_ZR>*o2fg3h z{)*oXzZWw>aedEXxu~=y`|FnN_oz1ui8y_MO8{ONCI&94o5rH6ouPa9<@)Det{4A$ z&A9#Btdzn<$8U;>GuW<;(=PB_C7609gHPLa-!*iTtJ*(`w|^XO^J@cWuq%$;JsNsMz`k9(%cikJZql(i{1bG@bn(B}joY8izssqa z&G@oI`^xgG>T8YX7Ehexcwa8+`~kklZ|3BQmrlB@VY+XWgnR z>h??t{IfH38NRiA_}AVJ8RR#SVK_hcdO~^eIibD&hh)+~3!(~`-dHkzb12z-&tgH$ zvcEZ9o0lD&B{*s3i_)1@GvuFdnm+OLjnFL_ahz33#Rt;@?mNA=7r%W>Z}pDV&1@(8 zS#F$Xk%&K;59-db+_?OAzX@oma$>Ab#Bm>g_50UalP#d9azE$)z2b#oN!MEz><7X5E>3Xwlr z!KtDB?;i2+Rg2#}@+!T2_vqADD|YV;ihW}pp~UcSONn{GuG5F&1-4D*gY2bS7Z-Bg zfBI`BU(Px2*!;?wm+wAUYu2>jUmgqN-?to0zwY-aB(m&IWZNAfljGdFm79Gxc#E|- zU)l3>*-;A94c`Cl-EsaS*^vW5evUrnA|y8ZIr@Pl!CKA8QQ5GA(Ore|O6iRqo$5+`$KoYcLSu(R>d zK6$P=cQ(O>%@=PL6-qyO-n;6xq+cGh`u4`jw;3`@_kBN~WO3pC-QVrMc31!R`M-bn zcl}nuyKRzpAAS1?T39P{cN47JQeEu!Q(EPq=$*t*;5nANY<+pp{XcXUs?}PYTf%>Q z=9m1(XFBo@_v96J?rcmlJojPl?loV}9R}A9-Iw-$DA}s_O^*d`yLF*AkL%~?qpM2` zOLP@p=2q?g;IF0Ax6yiu!+P-@JEM*o-z_h;`eTJK&-jO1^SuMj3mo2=``}L5KZg1(6{+VRHO$!bXQR#= z_Pzd5&y}Aq`2EV@YK`Ph9;r{~FFlAv*5+KWB?ogKJTN;D7Wvccv~$Js%?=xuuj-AH`k+k6RlR3y3_yjtIA z&Yg2}#nZjB&P}?&{End-G(-#zt*~?e+%yHe=#elI(^7ruI}T9-$p$3?=2SHv{)Q@rr#`N z#(s0q#tuJia8o{!b<(r*wwhLb4gCLp{QoPx?^m)rU)tmL1hKE>31)R1X^)>LnDr%? zol7u_GLW{M(c3Z?HWAJFaE?Gg-R%DM-G}A=F#i8-Uh`6{FZHqh#+*O0(~iDdw;|^b z&*@`=r;kaVPD=g2D|$^p<}`TBP0?c7+(V^>4{iTc6n{V8Z2zGCf15tDw7LeeO4J{VET2uEe?I$L%&|btjSo z>#dLck?!wR?(a43KN?u=3|fk|apLC)NX2X7dEZ>4YHN1fH*gr4@GRdb_-*Ggot>Fl zcbCdf*eH?gv-I|wYh8i=HZhj3+1F#ovbXAn`QDcrX=mE*g}sk?<(t3dg1ExJTZYPg zy~cgLV#nS3l0gG++{X)KP9IWl+1j+B^vsGE5&a(zLVVTt(7=r8?;73zQ+`aW@80|1 z_N3*R3ds)H_U-U1_^>w1jXDXl zZ~VNM?M;0CUoiMPpJ%e$l-X%hq;*gEvMm3{Zf($(2tD6mgWu0%2ATKTv&$7X9RL6R z{)efFLhd^`FTU(ebg0jkc=P|9!Gix=6W!*_PP^9`e+gu9&HP*?hcbwxUkk=&&j`Gj zJ2USWECP3)tj~~Gv#lUq;{U?LKl>%qj_l1mwwGhBc}T?Jf;+Q0Hb56~F4Z*)Ip-h# z`cX{rquB+*&-ZqIzQxbaE*E4 zwbN1HBZ~sW#1qd>3gO=Ouc9I4p?F`l@bSH$)pyh-vg}$d?sntuRc_@AclR22DWCN< zK6~^wyIDwt_lH9}IzQZi44B+`^=QiPKP6njYn6X|yLF^6?~#RhZAbCtb_?;ZpYb=cn-72LC&2tbEDW_|nn&n;MfIO7@iqyYE^9IR@#@ zqbaX+G<9zmpYD9W!B^&$8egffQ~27em%prtp1Lw~;#LPu*1KQyfA&_qUEVYOZW1@| zmwUD+Kc#Y9{@pG1p7BFtjONYPp;4FWS4~f?zT{DQ*{5`4*#Wk$)=Z15sj&SM&-X+}YKacFy}J5!5_g+4uYuX866ON|LR_ zV^Ykr-5VB^u2^pQ`Sz=3?{#f)bKkFwi$6TW{lM(>1KrbOauyhbdpWaTGpe!Af7UR) z)&I?&H9yX%Ok|YXU&%iu;(WoO*_IE_I^>jkC+Jj(PdzP||F}YG@3aHOQJ=I=d1VLg zlzlSkg4q1UXAJ)?cUosVlY@6tpI)R<@!DH+*XtTP-Lr9yleq&LRTba^E%Dj|P6F%V zC9`LCGCz-d(|!DmV*axU=EWyw3*I{w^Wf``rWx0#G}KA$)$#1=uc~b3k(1<(-Pd!E z{qCHrN&T87`y;Xz#|duiE06oMU}E{AbT_U!>0CXt<3QUnKG^PE0~@#4s5jxB3g^wo zbu+=$o`gj)&z#HchkbtK%s=Lt|{*qeeX{Tu9vy}6r5NAwc#K1=q}h!r=8Kc zMKe?stLE^5XM>X;oG~nD+q-M;$vaoRyc5@5xAz0jv<+XQ-fuhoK_oi*jsQ>9-YS(7 z|Fw9Fa=L2`f7q-&b!2+d+D!?0*RQ{N3J#mc{x=;q&X{At3O`MTv)i2g!^f=n3zB?| z#_b1YIzQk!^R+C`s8k^D*|K<}yZfj8)ScpXzDK~~ynsbC_#Wq$%dmDq=Un$-wMWt_ z3!k_~K0O0I7P**fP9xLnQb#|VfTD?CvK+rOFr9ueb4x+Mlr`64GJYFXEq@y0bvfw2 zuiKWX*>9#j4%ut5=5$J=p15D?kprp64*W1Q3z4`if;gDRgnxfjj{hVD%a+=^Ar|a< zbC|`?HF781U7_q&T*ccJf2Ehn^1OeXTm8)Wf6g1Nn4Y@d;@Io`PG_c9o1OM(Jl*3d z*acn=Zz>%DTCoN?TTY>~skYR>Q^h+j=a!BPvv^-4_wfU)->#a;r?5=epLwx$UhQp` zs*^LnZrv7_Fr{l{;4h$42-$7n33_aOx`kg?_}^J0Wi~xy zwqwl)K&APQIB383_<`c*s``AwK0-fB^|+RcfgRVH{D4Vf#Wry z2*0rCGN0Pp&ozH7@+{H`-^BgSh*b|_rWW`Fw;yQ_4w*AURt@dmDgHrvzTdtl)6R+b zHFATU!xR#J(&y@1wTr6#r6%*j?x$L;(mVA(`1_6183FOH{5gGo7HP0=>SL_DqI`GL zB<@eUCma5_WT?!lXUys*pAS0RL1c$O-)_jEh1sz=%`@h&n|jn~cL7I?1&bbdus=P0 z|2~#UA2*y1I-$44@qH|(QOuELV%^BEHSE4H-IkM`TQYoYtk%%g7XpUzA=K%=V8*5VH9^*xBat_!rj}I zoC2TU?rE`Zthdzf<=AnCL*o7q@al-AW#G2Au?(a5jc2=O%}`^}$(-kE+^YQGkYK?> zjvWk_cmpTqU5hcE`MY$UoBXEhT=GdxEAHe@{GaqTCeq;heDPblmUDjGb9-MZJ>T1_ zuqNYaQFEN6V8KjD&3kvZfx7!3qafR9cYL|3RlV-mYjM%N-0lY;b{x#zt10$$zh1bj z#xfEf5`kA`v<8{Mtc3WP@ zfH&++Jz!LNWPhpJ3J)Ih5Q)B)(C@UUBP{^)SRvPGoLNjes=XW zGidw%uV~A^Yj<#3oLm(auekihsYe=SubiitZjRDntImIrz3}?#xYU-Fd%x_nnBDtp zTJqV@EenqY>G9vWHu2xJng7D_bq|A_Fda6lF;DxQ)=#$1H7a7EQQF7%Pkns<)W>{Q zo7XDE1$(arL}%PBlDx1yY|ix1fP$SFPpw`{M!Pv}XJd`*Kk2_=_vZlpx*XN&nVPAg z)AT3Lw0d;k>T$fxAMi@OSVTZx4Eg+SYuH9A7a}Gb-zo0!Q+0c~n z++IcF8-Mjr`pCY_pZijOod#&|=z}l9j7k4){VAW+A~m5Me4Yu|rCmS1=gshx=QDnJ zI8p8IZ3E*^_pLtP&-$7F^v`x7m)}PZLpP(;1#_SF;g>%%*PQ>&k*K!M_fP%IXSLJz zj(o4`dNFxkZK~vxou=DXSr%XUc-V^V$wh1R#}iZR{4^Jo@=W`7wf%yx@F$B>hPf|h zO#FXMa$(r%dhPp6;FaSRZJ*=C>=a`TKXSPIr{q)UrdD%^??7RA=hl{8#gkbl==e$h z^PC?xf75%TypGG!hU=HbbJwo5tFq0BoU@Yg!?vpU((^taH)g=8^rS$M)}N zOki%cWeK6SL@W=L|Ki2h4_J057MQx6LIP*{L zN8YoSO%|LydHU4ecMrVocAs}TdIxkI-A>V}v?KdPx1EUk6Ady@U+$jbo)0|7_ZL6k zb!f}HncNJsFV%w^EB~S`|F3-;d|u(g-j6=NFBreQZ)42#z>4`n7Gr^`0Axs${QzWD zZ;ai)q_ZZB36Y)p1#;{MrZPV`#aO`l=vIp0mFUS=6su&e%y*lovT}N;?^GR~YZt_R z>VHW68I-MlE2d~+4#M3Gmm88XekZ?_0&hSQQ)ZsU%&h-m_-&o6|WL+#?fq zs_peY6r!@yaGGQ7q{NlmgzDDK=AE7%e2b&uHcvxg_H8z<*=J4m{ogKVx92l>k8EY+ z)YiNWt`hkK0A25I#JydBzSGv>R!|H2Scyz}p!FhTLH7Zy0ai9E7aG}7jD*NJ5Z zemI0{TFy#yIgsmiAYyJUX!n!*f!=%u$i(++{gYK`_ZV`r_JVh}sUPSSejsM|h38u7 zj;}sHE*M9oKLV{$Dwr*3aP9Uz&>E$326LuDXn(G_oB7t~%O?x=e&7M?JjPk@djdoA zKegn#nQY}85>LY=jiVq|TQKK=##A^!72#{}V(TBFcE*YcKNsB!4SvkAqmbo}1ykOR z#pdbLYx=8xtlH^n*IcUHb;*A1;ulGWjPmps_g@WPDri+aDyU-XQ9UmF?d1|_U9UikZw^VMG__YSPuesQ;o=Ys1^^Y$I_*%q}` zkZHRl)8fgX)@K379Sasn=w07+V~)9fY-e}&I%(LHxwbr?afI2UycwGEe8x}jx6K4= zeVntu@z9}}#}r}p)*GAWM{8p@FPSag1YQlGSnyb22jh~xzKt8DKIC%o%!U(sFEuaOz!O-KzmLDj7o?ANci3;b5c~>#uwrf4Rn`H-6c{ zT)scvSv~V4H4A2I8VL1)M)hi>VLMnJUI?2u)0|8E&r*9(GX(7Rw%rZypQ$a_vb|V1 z=1!Tlx#R!+b7ueYX#DNd_;Jl$wBF2)Uq=IP|9n|=)VoPuVdJ!ybC}Bg8lUqQ%x7x; zXU59*H4BfayLyG3c1hSmJxjf5zMl`D-jYy$uEej=dijC5 z!4G~i-#PEIVE_D?3l82r)AA|)oKJ1bf!ekM6%wVO`J9Ja;`hK>{Z@yf&igFw+5Ek1 zTfREe)VvV9fM5<&`HhO| zsdj(9@;Jp#`?n|OzscW9>A$JJnx{!>7R=WKtttt)v9wHm#`o^_a?rU`%PW6uvRGv6 znexCb8l1gArh|6+Ogyvj>#dZ9cT+43Sa;7~=GbFY@?%c&sf&p_PfVZKJ|)YmDtW2S zR^xNE`M3AZ*q%0X%9dBT-P7~8{)WWHr&FNVoWlfOr=4!WI?sCg{V7L{C#&pgIUWHn zb0u~Z^V~81+H;qShd0l*`Dyceo5}yr8iRfMZW>d$Qxa(B!+FrsG|)Khy4Bg`&z4Wt zxw$Xr6(lT|ANb7vW3s5V*QFP#Ydv}Uuh{h7`z!J_gx$ky@y@khc@iGXZ|a`3Xo_C1 zK=*!edxh+y9n08vE!O^O#VKc5FyGQ(*+kGno(fCYk!u@2-`F_gqq&EZ!Ezz+@p#1# z&RK#M+MkHOG*zPJ?WeVU-PZk%`uG1YGqqc_>25Vf%Jc zT-`acCpN5PI=ja2j>g|TjfT3n9X3j2Sg^r+E@ofX@BjF+Yv=iw;MO20ZJd{XpypmH zW$Rv|f7|}-#`|vdGm{smx^dk}=jz$&Y#yMa13D}C8ng;-d(xV^;D+J66!2k~;I#Rf z{fDm=bHsPOxd*kMzq=&);$QhopE73FYyXWRj|C(IEJ)4x!F}kM5oAhaEo1w%#^tM@ z1-xTcIcD^qJ3brUT^y$k#F?=^_s~P=JO9*Gta2ztBUCw{{AnX9C10JGXC6`fcoQKeEz$-8T=IVtv5{$ zE&k#oV=J6~UV?{*>$N1vZAnFoBxbbvbF4o;b7qnBH1N_95s+!A1;!ulS_s?Arf-k| zG5+Vy@m!pK>5b&!M$r7cCFqcZwxR?nJH;6B?JEvkK6z)aM}`L5zxW@Qj769avp>*$ zd-;Uo(yeVjRj>Tbo^jtPv&2VEc5?c02`(G$Gpjn=_HU?vE#cLe`Qykr=M5qi(^_H* zB7cBZ-%MdT|FAXnjB5TSF+a^0tP@4~ru53xJM(FfDlk@Yd7fyf{gy^!)Q{_G# zz-7}eKCN-@_D{9z&Wi5!b1#>RIL)x+s`3=o%(b&3RQ*3*Gj?b^s`Kvov9i6jcjqm1 zsqHcfzV^(yeCyJR+*ww$((d_pFMbMI3bsqKf=@q9jjJ*9M@vEcIiKQ_3F+UN&QEGh z*I)*%Ab22}Q$BCy{HkSjFJ}JApO?8f{ni^vW^fQ%ycOpM9WTD!PH|0in;7%imWs_c zUwm`uH051-ptvGY>Q43T+ET-1C7a?^}xvl2RtHUoN!)pL;K$CHcM+~vDqxGmHeCP_4~R>gv$>l zb@$6XV5hi$2XAF!s^){93jOJHY>)BhxCdRHpTO&oz}L?nh>7mgTp~4jda1q8%jFl_ zWlGgUURJU1*dCo8@V-cMort7G(S$~x@{Rl6GH0&+wdCuog>o8IX)Oop+78@vO7J&l zc4oh3Tw-kS_7C_p+9+O=%V`NSrF1TRp2Jk_*J!)^fZUGktcB_uo32ecpBDLf3$Itt z(zNMCTua4jHhwnZ4SJt7Uu?d2Dh zQNN9TdEfhV-6%rphmx-Q=^lj}=M^Nnd=eXgy z!VTpcQ(Ftp_y3V?Uh`3>Pvg@&D$@wZrOX8 z>$xXe_v@@nH~VF7oR_%~&G+VIT7nd4ZEos|v;--;jm7Er9@Z{iGW+@raP!S_!*iJ% z%*)p-W&7g`yKmn)ZsAL55)p+1mE0yX1qiG zhu-{yNr%dR@`$nji?tJW6Ol<1d85n4C&LOk!+YDjM9|W-?y5_hU8e2$q4t?kD0|j{ zz=8)F77y5B=BvE)@bh17aVPVa$*%>j(oJX5e7DCYZu`0EZ?)&=?4l~>xjp7(^W|QY z))&1nnkt&9B7Ehk+g^i14-5_`99b!?@#c$&1rL17`SJ}$XSXQtn0nMh*n)>ohK-%C znfbu23A--ued5|P*{V;*|FXlhCx4&6k3Y&Mx$yMq7pWYlKRv&0JA0pq&gK7RRi4v| z)<=2W*=`VK?g%=t^^A$c@zbE}vBiibcQ2&xv-5qo?7>8~V{-ll;7#Yt4>n$Yz+f_C zxs3ni2S!hSWJ~>Ew8^ZR%{JXrcvsqygNeruMl4DNh3D~ujgO%%x|b&>?fv<3T4%un z3yT6784EtXkC!K^)mdCR!tXxoN51mej^@KYAzS#X}ynPZ6rU{&zT!L?X^{2 ztNWDAN9sR?E?1fQ`rtPeqyL&LYu3DW%?XJ9_OhgC_h!dgdIwd0aI(lBv(pvIny%L9 zyZ<-S^+(HPCmiwm#CdkBfY%pi*{YIR6WOYLn?DxZE8gV?K^K-kNY}62 z^z_=|?>DCxf?ckkT%F7J)Af1#lHg!(^mle6ctUGD4l z*7WR|Ykhz7&L3nboH@_b`x)-2g6{kxmvMWWOPju)Bs4@{VxmP;0HxNae_-X`W? z(x%Es7Bfytzpr`zsd4V~vOIqcQvnrnX+EOL~qF};`|_-J(} zTetrn%ZoiWH?rk=w(bhwFhj==tSa*L+|%r3az0=G=F8OPL>zw1rY1c9A^5Bp#_Ol% z#m6kzHto)Pous*J6$PtYYZOkFDEo`eeUtd+^8429swUH;=3A|~tYFXQYIoqLLU5$d z*ELH#J}L8mo5imDE9zj9(d7cUGf|Ms+jCBb);)gVG~r@DWn=o{^rG3%dy^80E*w@gJpopoh(x9ocyEHV^&7Drt?Wa0Z@=fO45 zOC~=Hs14dxNgw8K_qJZsPkVn|Ro{62 z!GF#xJ(*^yHF_DQGtNI&H!*XWxaixZQ?fWenk?f~7T}ZOVCQaOcHC9J^AGE$xtZW= zhj-2>UUlDM*DZs<2av$AD3DvT|3Ik+^S9}Wz7Bh;1urf5J6q9LqOjnCg+zS*+Kj~5 zHg$I6O6JN(Ml$S=ALL#P&wW(fSysvgIVSUw1EG+4n5v{e;fDzRi8nF>lO! zk3~$&xgXY4TVQ+mp!xepLTTN?d>T5A{|byGBJbS(d31_qkA+2sOppBLMXg_@`kI-K zgVSh3jN133ncVwDYGkXKCwE?kN4L|%E-9M$(Zo-O=D+2*F5tN>!%}`7W`?S z7>hK8eHOc4=TY3-coHPUH;0}5z1!ho-M-V=_4FWPr2%)N+_8D>4*s|If4P-% zUMG8Ux#^tWXF8gjj~(>z4&SoD?r>qj0}IHlho^NG$MpNjT{)6&!OI89?@!nczcQJb zQNkQCS527rLGoU!n=bw`0&D!9`x$?Fz;Lxhm!EGAyYWx%C!L^V^@RD!tPLgi%=^|I z^IW*)KxM%L8;b%tnFeqtkG1!5ZTKpw;VkIv5vry- zJ;_YHcK)$@-TPbi&FS2IqTc3yUcZS&hEz}eS5Y0E#fhK9zvaiaT~1Jwzp>N&dPeqQXC81~uzaIEZ{vk*aNxPc>}ooCBs*gx z^!BQD$vxYr2WJV-YbpKE4*a9zxKn!D6fec9ivP1mvw>@7}R&QFr93f;`P zw9!eVcIU)aonv*MILlx7XWyUWz4PgWt~YaTSuT+Tr!(~}qB?4RhYJm|LASZ(*EZ;U zeyzhN=bKdaBYi(Sj@rMiyu5{f?y}k!CLPW9i)UFpda$C<;GJ&R76ZS-PxL3Oy=(x! z4eI3NCANR6CMW-&c=^GJ%z`H-7D}~mRb7*W9q%akPgBn+@Cy7_ER}P>^1@}46@h9m zguGtnA3OZB@s7o(2P-NK;y&&GCCREn8R*?|Z)|pW$||QS72aPmCH;wmMUjGxr9dA? zPO@M3YQH%OOFhGOZuHmveSbHn_sWVr-xA-<<=%L|B~W$C%jKKbo@Xd{SGNCX#?sGa zd@YYTS{A3RnjsCcKyse^nJ2xct*7%(P-WSo*t;pC?eU!r{I3nc$Ac(ehk7B5XU^Q@W4v{;c)MzjoN#sI-83+CuEpYr@ z&OA$y&0S-ALSli6!#Dl1gt=|kyAr^cEPkG$w$kL(k?CP-euu$9S|qh*|3Uf4Nhww_ zlYC@1x%r;j-&EUI_tWW6JM4LKO?!&|Q=2)G zi3L{-B*YJh>aICoAOX6)wDWv{#2Rb;OtEtsSF{z+gR)WI95#2qX5}Yr({;QZivRZP zoh%qV-|=@)^~9g^nk8d4wLeih6g$&MCFWhY$<-V$9$R1L$Vs#Qtk=o<`z)s1>)Ru6 zKwLcZ;6$Rq**T z&nKvIi5b|cKeptYaUs=BLdKNmSk^V|sEFwgS041a=P+*vPy4}LpZ9%|VJv;pz^Q?)i?!Ccj1T-@8cYt+id}#$QXnbgQU; z=1CL!{(6p6`3BWzHj%RuEY|%~oBi$Lm*0>5W7AX)22M`6Q?(|+u(Q#UGwstc>-#%v z5}unXzx%;9d7ipKXSxMv-y9ZqzoxI|4-8-3osryQbE$a#FHiiG$Zl`hwc6*hJEJsQPVqYSnx=~ zf^peZ@5#OC2jcX7h3%NXP0tqYdwzDSX0L=rCeIulHa{6==wmjSHn!oLP{(5I!bf{VACi!D^FU5s+ z>=XaAP@HSV8RH4%I`x7-S9_?$B+qB`pPQy~&~tJ^k5c%S4SvoEpm}@neUoo&&Tw7Q zn7r@sR(1g)^@E+09~|*4;QA3T+h%Em6HvpZ~A@JPmj@%rAF*%$t0<$784#;)}}(0D&~wj19Z z6Lz-C^k z+mN+nQ+wtGZ^5T=Q!HGkbE&D>_5RJg&|_!Z^k9jjft+W|#Y4Y%&U2-$HP?H;=QDGP zKKK6As#7XoqdKl-LZXJRDfnQg!dI`$s-K}O~Jf6|4 zz3_kb%j05eE+1%!(%clKxAxnPG)wzkbKQjIm~bBJkGy!OidP++KhK!VVR?Nn`M{~O z_Y;I-4u@x%n{13b>{;+g#lkVHK-2Dom%{89&wjnVaV?vHmA!Df>oUGV)7i$~48Cm= zei3fkTGzHaeqZihwl_x)|B{@3qxk&kpAUDKY-BUW9oO*wBD8b zvB^v%Gb&3aKQ27wvgqW=I_qMwIhNe#=CD3zouA3M^;FyL=T?aPAc=9lVW>p+ov6IW4qtX!wJ`_ zAXh5CQEMz{+mfhrt%i9rsH~l1$#ae&{`XZIAxp7N>+FMFf#u2fv*mPGZn^PVRnfu%<*2mdh z;2J>eOjQ0J@I8$ErDo?}ta;G1yI*>S&m71_8EzrfTg@2P?2VhfAmzi;TP%^s->>rp z`!jjxWKkWpY+-mMXZ^!-tx4*mYKzRdZO~&=BI=nd-DrdSN%3#@E>Ca133)elH zK4gGxCeqG<(*EW)>Dav#=}qxk+BSWdSA2ggV^aQ{?SiXek=O6 zY}NO>CK_ACt2Nh}Pu!XO$mGE6y{nBTezn?n^y$gJ%PbbW`lUM6Hfz<=_>Z-(OqKc1 z&0>E%X@Aqvl*&h)@H*e-T;Bb2Qj*n2l*|ogR`7x^e~Gc1lXh0g^ zURH+dx_6ozP3xXmW1R1sQ6zPs^y{@2^b)Z&^ADt_*Dw>&Mc|7@Cn|M964*~ERDKN_6n61$eo zbslC%!t=kYiXNMuT9WVd)+gA4S8ooRxL-5(g#@XhJH3A^PkfwzJ%L%y#MZa@@&eAi zX-5vaK2ES%zN@KqZDu^j#=nRDt-W3#bLI)Nb$@BmgZTcqvZuo9VRu33y>nh)IKQg* z_m%8B`zz0Sv~;T-s#tlPOKkGaHsM4y=v}XI(>U)2tL?K$SAKYCV!=a?9R(^e3U|M2 z3Az1V?IH0-Upa9@y}6K{vY_59j>kOv7qxzsj8k7EuxxiBxGnp6ve)IRlD`Y~mP+!q zaI+t3Wq!!y@Iy<$?e}U2i8t$+5)JCD1@x5p^`urN9sDk;qjs5RB53&92-LSYaPFyk z&Ss@4o!_6O-ISi;Q`7eO!J*0m#(!0k9L~+B9VFi9GbhSixZU`Hqotee&{3v`hZ+qg z@87Yf(dMHRUrXupt9QIU^Qzg+{;imwU<4B4W|C0Xm(N=v? zeEy~#QMaEMrEc+$+!yv?tIlLAasK4{`WA05*4cLnELr+hQss(Y*oqm|5<2%P<*xL& z?8s2+VLuJZg@-!}6n)AerJ~vD4a?obPd&LB{Lo=XfkKRhfZltd8`IC%I8BhhHjnL` ze{#K;#p2UF4m%ivw>s?j@aDmx&CQXod$->MHLnt9zMU%~@J;S>Dky9qv9nZi{>MnC ztFDJaIGc05EKNSto_t$wvUAH8tDQ^P-$qAIdb41*_syBg_x+RQou^H({Q6So${fGL z53D{tSXF5t_b%e#p}cuo&p{&s-~haQ`@okMPBR+zo`PQfv1b2)ua{cBg?kI%h}ZK? z`2X%wh`U6LDUX}Mwx**;QY-QdCY#^;3A)pkKeOod0;7+r%94;q5YIXpw(ypN-e+uC zjdfg={AP`uD{5AFBrf-R9FD~Es-dlf8ubq!S*y8+` zHOk!UX0bl*ovj@evHYRVj!$o(MLyr=hx-dlHt}x!=<`%#N0CU3CD*!+tkkt94gdR@ zP1|$Vw>eJj?Dt^Rz4KOUwti&z{Yky-`=?s%E80JQ{{K5a^^ti)^KZ4)_sv9;);`{8 zRWe(UJ-oNM&@K94k`XB1LC0Ejx;ODQe|?d32E8+{3 z_9m)dOSj-%H-~NYxy$osRc9@H*SR;TIX*~#R=V8z!#BP!TDJAs zx8K(e#+d&z`L<6!HgnSt%llp$%RQf#E;$%_IpND$QQb9{3#1SgU}}(g#LO?9_vX2* zkYNw+Yt}w~P&6a=MXKcQ+s~C=`yG7xI8W+}RQK8|5mhH2+jt7F{hp8__nPtSq||CN z%Y97W)`{Qnf0SI?R`l@84=>rwf~zJHtAoI;mgkT$9FsY0ug|^x{W{;^rM=p3zJ*0n zF_s|DgfG}VWzn5p+x|wmWB-)cs%|mPJ?iknM44}$6npaCIifmhg$AGznhNkW+ctjR z{k0r-oMby?#ryo=)Xxu2RTiwBf6nCV;hAjS?D1z!zTQupCCCxZ+ag%HCc&^!YM$bm zC%xtSihmk3_fKvvI^~ii)uWo9U{ol@*P_jS=$CX1%c}C^dbt(*=CIi}xZd(lu9wPe zzPv?{!<@IJ@KDUfLl(ZuXTEiBzgGbsxxxe;6-cD)tL%rb38k+yazR!+u z`nvMhq_n4!3mw;+-@UKe8ppORN$&#lo6Q!DE$2>pXGj-+%Ja&4p!{p&r=z=%K7X@V zev{P2d^fE-CZc)MxXkA%fvzfPd7TGdJYcaUscTYQv*-RVC)!MVK{s9$JPwJdZ;o@` z7@p4ax2yZkhm1#eZ?xY^X}=t`Mrg%?>9##PPhV_T{rzCtBOj|Tmv3En{iAwRBk_L`xaG9{#KvpV`Fo3h9yq5uY4gMlMlVZWzv*r{2E9OI&3?vRJxi+- z>R%eo+u4&^ov}XlnF(K>GJoDI_T;pKU1HZ#D-Lp8gWUo@BlJL!+NU{cioTB>b`&by zu@K1PsOX-&V>8>#cPZSanzPw>oj%W9bmIKNBT1(w*&ML@`!Zklbx^TxYUH7s!b|ff zc)dOuWwflW_F1LM9XFLbCPH~)oS?wq`26<~tVbyn>6a$e+LG-wt(bXo=WWP^7V=6D z(fX(U+*y)-=$G`Li9bp>HNPJy_ACvW!}catQ*Y<2!$Gcx#7}{W`0}V< zZEoK#De6zQH8*+jGvV*5O;fu6=03ZJ{i|CicM z6VIDIq6{^>mb6Z> zE}03AsmEI%fFfJ*#JBF#($mZJ_}A2LtxKgoXLiHJ4Zlxdp+Zf?4KLE*}#B|%3n{)**V-ubjr zazep>{ZrXILTub$q_pZAbJV1@-pANE=$%tbJoqBzeC|ElOyS2S|4*v>Elz!G@_|)v zx_WZ`Mw^9ykA7--mapf(X+^)>;*6YQZ(nqYT}#&Bx%TNuaz>ZIRQ?Is+X4;h_HLVz z={DQPrfpM#uD=c2jl76oo;&N#h0QrOP1F7N(*0jge6r??`*w%-`*Z%w2d>AhxO}?m z+WPE`-!o<~R^H5YpLz7i^;PH7Z|8R2cAx+8Ryq&wHL+)`OeG1mZD}0fyUHJ2c(Og? znp&<i8#tVK*1=R``EX?u6@a)n$*oz6h}&f3xYVz%e$> zYjw>5`}bMvZJf8)^@O)fty5gIfV}H$~0AxW)PwSMRNqN5)gw zvMV1MSJd9V>LYAFC-c#BW8Xj9XR7taP2O@{LT-(&THNA>)nBD%Dfxgj^WD?^c2}4u ze`d^=CBABT&XpUcspm1*YIwoo#^qeg7wzp{6|6kGMZ624dSscg~Z zy#L(3cklZtPD-{v_qI-%_Ss=ak6-YX%Mvncbk#od_zEn8l{^=74E7&9vfQ(_I@hRB z3T%ng*?52Dj_H>f_?9Vx`dk7pGT)qcRw$WeW!0;9sQc-C@Q96Y%T}AnIT`}XJ~0*< z?sy>WEvpb*ls!Ad2G&KbNK?xiy>wg=UlyY+FQDIS>}90 zlZa>^H7T#=m3uy(1NHYSO+;Px9XxV6{`j6XSJXghDdM#7^2RT**R39jw|9DHoVfS? znB5P*%q5;vU#PTa)w2D{7h-=tt!8qi`2*X0|J(K7j1H>&?78*CynL6%&WWtnu}$LJ z7i&jJ%uoCzexht%;-_;@nV(qgtY&o+=Y74av9nb2c;tr1IyW5E*8N!*tbh1v>R!X? z)9&>CeIMqrY*|#-o2^H#`e^ZPd$BwI`twZ}?uXoT@lSrQ67%l+*Jn5Kg{^p-?{+lL zeYSLl$%dxZxfwEuI{c3LY|q8Mza$kVzgX$37I(OE!(*Epjz;f9moWbJ_F(>YeFB@* z9`4LLCz|IzI~WmD&dPndS@t=2jKzZY`N3VqKOg(eaXT3Ib9IE*V+;PWIqcTwnq?1M zUwxJHjea<&K~;L_-~HIRZW3=yc-+jkfqFKxTbDXcF&G_bLjZZTvD$y?aP+OCwE@0 zTXRX@NbQlKGFO=tt95siY~o(fJlCfq$rfB`pBOj!{4`^^wmAD@T>AoFHNC@u8y;)i zU@X6SvH7cn!a=J)Gg*vkzUO)x&hs}`<|v!BH0jhYF0si8ZDCytKDEi`$F?;m zuumzUB)HH=rR6}ygEqBm=@uMiGA!07KJVp8Yj_>UW_;m)ssZ!g{nBT8WNu{g^`u9F zdNR(Jn=)a2k$bl{9lUj9d7Eh-xG!?9QTF+PU(yLX65ly(__iss=u=8+-YIT9CjR98 zUzj#~_jX%2ZZn@?r_Nilr)1xCImZo`6>dZdya9Px{KVv$ZOsX4@(SX`Qop3#!;SZe z?*UK2Kpe&MP1Vb0a`cq+Ss!C=-o5eN*>CBRILoEt8r${f9I&g{FS7l}rRm1$@0|=D z7wVpF`}2KDy2isbY&m7h>}9iLIH`w6q--=y8cyKOfw0!5SI zhQ|^&7?=5OQaSm4lgLfunbB|G9gCYbQzy9XO#i069}At*71VdIA5{GAy|1`_Z|s|? zr^-AQrvFHdG*LZgrOT}S@!|v1xXB4RHJh7STdU?xh7EzG%>49LTHSWng*Oj#bCdQS zD;9cV$@%R>tiF=ehW$Mm8~(5EVEbKfyy&Ac`?p!lkDqP=Rof3`W}E~MD$7W)*{?KP z>-)vHY>gZ`ZCBe~THkDIdVggBM?--*YF{r^2LD`*1S+v#=RQ@kD}8oHb=owx1ad+y#j zG5Z@;`<{QlnC+(Y##Hdw`;DOazj=~xI4|F=cs+N!orBo=jpjC)!Z(9_JbItI+$dIh zV=4HJAtBc5ug*Im=k*IR`ty^SXG#};{#)U&Uqe#6!LFxPe|lil`CiUXoD$D$duu28 z)yA7Tzr1|;=dx;+LvhTBPb9#dX@?ud(01zF&C&A%r#4TwIJx(e3`aFzi!J-1U)&FT zlH&`jS@wh*`z|%^RXucrA#K*@zn42&_PQOKp}Di^Xv+U16AiNWLPm=UC!6@&TE&0- za-P>m&F}EU4bMFy>KpAfzpqLOO)9%z{MtuSIXC{lOQBKxubI0vHo9+0{VexP*-7JX z(zz?^10>!j)mQR5Jek)0W}E7vIF)-@%SA62NlYxb;2~kmAHKyP4m{0z9Wu?jaZ(5=WGr8 z*rfG;OXR#8`~O@_@qStKmet|>`L!*Aob0}#hOYIl+^>yVZq*f5f(K|)zV3Sa)F|u2 zwk4-|tvBi&?ksrVV!`lm?IxA2+rHfPUTxV{Wd6;@p;F@aWrn9ujT|QY-pjMsYsvZU zie+aSmfv1(VDxaoOoM-+;afJuIcu|DhIO}UH@cqM+Bx0f#-qIlW)?i~u_#cJnZOx; z)+D3e^zsk>bgBRO#%DWPn%xdr>|dXd=q#mHpZNb;I%r(0ajtd$`g8j(y2wrOz0EDd z$==t(?0$%Gb75?3(VKjBRe^1h)d~Bi{PS{9;;me;cfsS7RgG^FwqLo>efxJ^`O7D* zs(tETFPRD%c+S!F{{GX(_|t<0l?Ky}TjzjO$~bzW1WR zi^Mnjmb^FipUyl44hadHwF!oi^DEYZx}4xfN@k#xtyL$VS~0Ksp+@0{2RaK5@Z4KH zf$i;jC#e-aHIkPSQXiQ+&zi{2ezv*r|3=Wf)VXG6Py=FTO~ak;>ygs~7i%B9#(Pao zc=|)|0;`61r>X=~*tZ|K^Ed60QA2-qE5pnQDTP^&_`a=@%Mqx%>{R@9Z^sr(g|8;x z_Nv7%uiiT)ef7^T7wRF4RnEJw$w;hid;H))p}}NOSL<|qmJsXei(4BSKY=H|K;PORWsOZuj+dqxx%mH;gS>l{lLB5b(z&Z3%jzXeXcnVS#cotEArx@ zA3T%yJ8ZK%44wqds``6A{mYA>qvCbu1{>{!!Pk&rVBe(wFM z+2>%9rO-3;CU_Z^<)MkpiQvf?y*i=G2d;mvc<=+f$_Kn=fstePzq<6!y++OPZ{|+T zct1-=>hHT-&uYu%UmI2E&#^f0>37*>)!@kAnQwld4P5&)uJ_Q_=p%lyX-f_UUQX~) ziN1Jf7teWtzLw{CG52=XG{j8ze5;+R$j_6$NP31(OdI&}ik6lb4)ZsTmKh8W+wSH* zW{)}QuIMya*0wey@o$?tr~9E2b3IT$a$Vx2=B4h>m5aKiXZZYS zV}5v|v7n{p&c6G3hF7L_m+xraC;eOQ(iGQcOBJlY-d{a+?PCYAqJpi>R-N^;j9;3c zKiLr!e=ey0uiootKYy7hJzO!-K<&hO&`h23!xIysN#T(F%$x;s$DW)Ge&S(Kq#|P} zbS?ft?+mtzx1~OdrDKkp-1_%+MjFeZK;}fB{Slzt$PN$8X=^X5EDKz``q{TT;6Ze- z3t6JPllyjWwC}Zy(`){IsMWP5Xpyyi@*(Cq{>l57sC7qpMqb-gXME`8>gAAiDr&Lo z6A}vxo>?5Dg z%4tU%pH0iuW~3EiAYaAQ3ON zKEd!KLVwza$<-WNJKwv9t-W8MC1WYtH;2o8!6EPc+ceehuebUzdG)~qbt^YDPMRD1 z)7PDUvKGSyg`L;Df408K>fgEca>D;d$M1PNOsVC4xkoHaYGuKt5DCRgU1G;FXZ$(( zlsDzIiI3fx2ZvKO1*#d{^m#YgTZUV`uT}W?ALG<1}^eEStZVH@RgVImEe2KSE~?$E?5I zvJuN4E>(^IkB#p6U%2-23ZX*_ADsKjrY5}nVT?tg-kb^Cn=`)Vz42dsb^7ImNBaHS z=PzSDa{GDkS&z2KYKLF^0k@M!z!3 z*dI4-m2%2x2^xR%m;_IPf0p|^z%M1haQtxiEpOI-MZ>t*etbKr$y|#19SXuo@q(zHWeNJ z%o_r-c+27n$bFr8+I^RU-=yr? zsIRxMvnA16Z*R!dH+u}C|0JGqUbnSUecy$H3)V6+Jj;B!HLW&(%Zga0UuQg8Coelx z!Bz-b{4j@0-LDl=(u&Mc-CtO;S7Gy4NxxR%<%c?h6aTWFd)z+#utVR5*W$0fWOJ*q z9Xr&=pL~va!Sb!~)8crx?2Hqto_JDc?z3sj1-aFGTPGhq)LC$Uf6Tu}ps}$`3$bf+ zmm63nuk<;Tq-B2h!jUT8=Z89rAF^cboW5FEWY&(DxecG<*84R~1a(|>=9q{blhOyb z(<%>jKIeqAe!pCj`%xv=|MCuK<`(Q;;UypA+75Q)=pRndU@jD8OaA}9?Vz%dpA_fg z)GkoTtat@J{>L6X^Mf?|`?H)4(q&1tZNd+abQY|VKWF^)a3x!Di~jSOzw$qy>1dv; zw(5sjEh~5QD#JpVITd}7V(j}Jwb#bKUe8?n5FF~DOHwQn&%KupG!Xf$5d##S)-305WW^^$TQKoBxK2 z%$djDq+nrDb#5j3(~?x8zCOGZTwqklZ-UK{1pU&NE+snz?f} zoSAd&R?jS-!p*hsQ|ug$-&}6!D_2->4ZQd?Au)NDPsdyFZ~1%M9)p%IR?fM5Xpy_T z@;{wC(1c`Pv+?nRlAG(qeKK1vJ*LD8J-yx?91XX{X^=R3wcBsM=G=iGXvE}chwdVJ#o_}hbTRqwS z6R+AM^N2UE+0=yhKlHFDR+-ay;MtvDp_WUhSAU%>z4PF`r*%uaau#^KY~G%~^WeX7 zVU^YK_l2i6g^Swu?)|=r>6;ew%J)0Yf4@_yawt+bvE;0%j#?tG`XTt5ynov!i+Y9j zd2FiRYIk^I!85QWyv=+0vNz25;2Oca@=$mp@0H#P^EHy41=n08p6>@`!w*4+e4sVR zBG%upJo)Pk+dcAcbbgiOYcU4(8UDOH{-kMgsk52?Cx7nm2kz$MT z>f4Wes}^0VW6HTcyk6?J>K38uNp0(EPg(B&sM+sek)70K`396^13PzIORtz$@XTSx zN%k_m#6w3iMc(y3d$dM+R>bm$E*8Z~a}@n|eA8~Ldw8RG*#H zUVgz|?XUNTm{~f0g%iWRJqR|dJbG~ZedqasQEWl^D*Zkd*=jvYIm5PW$UA(wW#*nn zn?mVxEv3&lvCcSR()FXQLGqTl$;Q0H3k#kFSTHx+b}Po^F$c^z=D?qPJ{hz;wYTv? zx|`Y@##vEnb2z{J<^Ghi>Y>k!lh)JuWoG?pP+#H3yZ-+B^x8J(hiAZMZ0BD->)XSS z=D+d2rffm`t*=fI82B7BBm$CEzVT-zsaUhD$cqIqxYbQLvseevSjr~{Ro6AAfA7`uT z*m_n3trmQfS{c>FqqQ?4SxTSXX};vjf{P(LBD7*aWv}>j^9ky9hgTZ#)Xm)UB24XX z5!3E^tvOucey!Zg53wrbOjzr6aW21+Ec#MmI-<1 z-jsgx&E#8NWYA0V)2Gio@3LQO5#**3Vt3#{ znEBpuTmFtH``*7w^;@E*DR9T@t5ntXr%HAfTy&Ah{=F8|tOG5sQ1Dli@@px5{>eaR zMWEWg4e$0;+wiA*I%DL|0u!XkmmOf;boUT#fbZ?sgbBI zJS8#hjhFV`Z__GzYg0LWQ;y%QyT9OC-I+-_JKez{$WZIb{o2gN8#HV*d1sq*qQsvy zU*;K2)RgwV4;pPTli?EQYxVwlA$P-#BU5inoTz?l_VoUpw3b7z&WSaqyB4*Ug4;x( z{J_^*`uwD?pNhuh2Wd~=akn38b$)ngVSyvZ?kD%#U*5WO`uc72fC~q{uihj6aYo#; zi;u5P;ZMH5db|4l^Q_nQMbF9Eo#?PK{>l&ObZ;5iyFa&8A35ZjoT&2-G!QE_PbI_JaAG&$Vc$ANtCCqT2k~&TzH2p}A3o_a4rE-M(>u&(`_dI^%05 zYcA9A=9m|vw_aIv-7K!hdMTh_ox`;m-h-ca#`Kg+-MWacpwfB!!-yS4Ix&p5I+~r+SNSwyN0C8{rNp)S z50u{QkpBI7!{evs5!+|5`T1XdU{c_;Uh-tY)f5TiJ7HTk#2r3qFxh;9dfefY8{X{+ z58N8J_)=@?#7&w)Qx`uxb+O=S#tx>PrLsKkkxT3TPv&h~?WzB5rO18R#GiW?-b|}Y z5{}GEI$trtU>$4l`(K$-M|8^eij}_h6#Ba5PP**Nf~zGGd%^w9Jq;`%Yw8Za-0*JC zk()|O8H)HO-{#a_et7ETho@d{_{UcNq|q#rPbKEB@AKI#<{s^T-?O^pY6|VVrDJFC z{qMIYbqCv60&a#xRNi_QoT2&kFpuA(r1Dd3uTQkCPCNWVE*&(|!g3!r((*(=jq};5 zMe9FbOSF(&H-{(OukGuPi-|cGt2gW~nek=e;Rn4Xix1D)*RV=iY@HN$a_tvU-8K6^ zToRnB&IN816&Wr!+gDhk>9>j@#IIF*`Jt)754l2aq<@s)^zE`yGv9e;lagp$(fONE zbB@UJUT%~-R`*g2i_5+vLH(#fx z9ru15J8w$*UbbxCDHFsv{f-F! zV%58rZLry5`~7SqXI2{AZFQ(MYhRezEZciq&1PBc47TNlZ%^kdi2l^kbKfpGv!JzU&ooei z25&COwGakP8O)3oU*;~(?KamOv{)tm&{X4xSw_X{?=Gu-W%ky2`@vs_-|zI5-dJ!s zLL%5UY{Q1`kjD{_a`RK;+~sB`CkCh`ew_S$T5s~hV;c(|N9!&+Jva&7n>iq zTybcAkhFGZKKI znJ%~p)Jih8@y=0rdTA1Pa>8qSUt)K?H#2pi!WB!o`lY}l7 zNWd4M=uci0amuA`>*VYjsrG}thaVhEEa)zKHQ__J+MH=o**oI*-WD@*d=~d+)fXqD zwsLzP=9$x@^eSJLgo~NY{?7T$)>7%${XZRbPd~lfw!7D1N2WqgrMzwhjX78_nvatUleX~I%~uKXI}NH zdK1I$FPWP^&rRcwiO8{^MW7Cm43{~mmkkOPwIrbK4_Rc&2! zXXBBF?^3?Zn#gT_wzaT&W7E-;We;QEiLgB~P$%`#Z`(=NaxEnCWO&T^+N1++yk5Yz z;X`Nu^U4#`9eI~1?U%mN6R;yw?136= z0Fp{S8-12C-L>!K*0{s)B{2;-oz*6KhQHr0Ju$gvR$JwMBi*Gc+N*t-6N~rCj&d+N`a8>26mqys^sZO{7ooG)9i^{};s^V@S+RjA=U+f5UzkPcC@nP3+d_ zyxd3Av%=MLlWLyX|2&euC8vgM-$D7vf4>WVt2ugUoSY=JWxD(OMLAiq>kGCgYIX(#9F%vm0Dwuf+@KC0?1=iRpO_Ku6WCMK~w!q>!>T~aSexZ7rw zcnfrZwahG?vuz(TCu`J;O;%XwtCr`y5Ih%OxhI@k#B4{@f(!q$8jYB%${V%1t+W~rOo_5|2(DQl9{Nz=k`zKzpO~OZ+UBGiMPY*@StLQzr$9A*YmWW?> z-<96kxaSX>LH^XeXCFDsS9g`&&$V;f_CkoyTK)F>Cub%;S)QpNZCU6&^QYH(=iPIb zUYnxYlPA38wuBy!*tOh@MIZ+`?=;A*ZP2OL`h6{E_7|_fwvU;UJMV*Cao@p{Lu$nx z^=~=>l@Y%;J3M`A+%We%lkS(97QcGVZ9eKB2^u&9IqC<`(?cP44(le%B>t(A%h%l5 zc=AZ9hS;@FM^bq-4kjk`JYNEtTN#7-~WQYck(@okZ}W^LTft)X+)Kir!) z^Rn9C^wc=@jLDz~1x2gF-nOI9CrnopY%x}U@b1{2`Oe=BD?hS!W*gr8nfONhrt7K2 z{I+-PJY;gtJx^lhY)O?+Jhs6^{L{|!S1zWn`X+g}_28jjJfIL~FA?7XI30f4k4` zn8>x;^>@$GLwyBz_bc3<&~_41fgZnkX^BqMhU+RB+^-G$j1!N~++cj>o6^!_TXuM@ zJjfQVX`1mr&C9n?S-5N#r}gO;*|VTH%glJoaSPJ%PG7&}irS|wZwm8rjX=FZ+4Mtv z!mZ6V|E|RI{m-aE{*;8j1g>$A!2VrvhzV>W*wedZg5N^cIe`w82X zNUe#gd1(@1{>XQ^RAS)-$~qELp@x(_Hkx^9xt-Jo;%Crc~E_`Z1vk!S=`*o&2N?@N3K@gmT4QZF^_qxTGW)IIhl@! zbV~m!?mFAiI``P22&YU?Guk9H;qflqfe#iBn0_W<;I;PD@&{Dj=wzgjVowt8){G}yrJ2&P>F557nc0c#k zvo&lpHhhu4bLo7<&$1})1v>;et$jla`{EBCQcJc3g#&oeP1=Xazd5&duID}Z3%nt0 z;)cf_H>UE(E~|NA^wfE}=Km)~%7SIHIIO)}WY3DU@vS+1!6)$+q#8;TyYj;4VH5j% z&{9)LzZO~bLwpQxBJcbxlGM=fVSe7eb$R3G%Qxn;pL=1VEL1jYRg%=BF0pHw99t11 zLEp76tiAlA`q>%pL((&R=Cmm%9-p{@Sw)A@egCONkHzO7eo|MS^U%w~^h(6<*t>$> z=WX7odrZ-7%(Ultm$EtIz1IOY*QBK}N6t>0HOIdG_Y-%mH>RRx)3~brT5Xpfg75vF zpti(qX2t%5iFc)EL~Q>!hr9Y*tF6=RH;X6NPrtOD$C!P=g?n4?-|hX;bB1GbNTPxG z_b8{#b=P;k`kx(h%s;5Rx>awce%<*qbN73HP!{_Z5PvW!@%%>kYW}{~#1EB|wBD4O zeayN2)>7=740m;3>sRv~d|4O%X{~Vly?Vhhbtk*j9=hdq zPoJ9m$Y?^yoXKZ=7P99*;@B~@M(X#zrSHX6w?(LGyb%|jciu!<^6M1V6Lh9Qo1pH*VdCqaxFx@$#7M-Y_qJoFB?-chIEStr5c zvkNyo54geHus3GmhCPR`aejA*=y9W1<&EOxaHZ($`F0$(%&X4aVas3sSu>q8JJtQp?1=4-YI{^Zp1kz4 z?~JAJ_Qoqu#0>t0<`i*wq0Qmm^u@jN(4ot4(x%vCw;%-l&|6m>)-Kd#y5RAVK)UC6M=7H9PE58;L<(i zwIL`0r5LT;e{jiSTj}#Gd@ao2qZAk%Zlqr?^4laosXqBnsrk2cziwo4#Wk^U7OXuj z@q5FOps0!d6EjW%~%0Alg%2M-o( zZV^B8Y#(@JjE_$Sw3|TvOU`|<--)j;D7CF9PyX-y)0=nce4kg97rvG8US5)JV0Hc1 z(wT;{?%up?;$iu9d+1Jat8cn<&YLO=^UdN+Uies4N9PVV%k8?v|JU+Coyo?zzl|1} zRDId{aN}?AUY}nPZ7&G?xv+2ax_l7ldvWu@ot-OB78;roGJR()$B}r>OkvCrTJQ!+Yd1+==58^ zTXrz>&c`CD1&2(^s%|k(yutZ5ZOI|W~clxiNm*!-&w!x z^>c|m70*=U+Cm;~c_LLCH7(@G(({iW3UagewqBeKT2=}+4bn|fW!liL`}M`El64Qk z=39vIJq@0(DgVpo=Y{lB`+uI{Xl-sgbYfLF=){PHkOK~;^S`;X^kkq|>Z8d!tG<9I z2?Hz&G-MbK{aa=`b=!|w!DqxiHrBp*{(0%qNmag|JU`lQ`2JV#N1gZ5oZTt;3Eq7T zf8Pg6-aPHOM?5t$d)=I8wQYht?7VG;yvd*{-X?Yiv^B=Q`BnYn2h-amyUgDlsp4fn z+}QlE;pQP*?eL^2afx*=S+mt9^KN<~^56bYuWofU`;?9L-FfkS%r_6EGg?*n$~-K% zQXmn(bZtVSznTkQ`^-IsmCxtbHptX$Dt*7zlZ)~B8|iOJchrh3WGrR+7?PiMev1y+ z{CTU3&60}wH>xA;VthBX79C@kJ7)KVxy)5NGN6ZtEyk=Wy{lb zAA7VfUUql~C%6H%{4l&u+{e1XZ}E!_f3n`5vo5ldv6Stb!}mJ>L)+yAf2UsF!9Vxd z-^G`EGAy!8dOBOdvve;HO+0WHvcNQZL;1o-*Rv~Po`Y9Fq*xRgoq1wCT|TC6-l-ou z+!slkUOZY^?#lgpN9Eggj~Q={fmTbOP`ve9BeCSPid5p`|CJ|~`_KM-r(@67=SQa2 zUG*&GE9WWCp5L7>+xTRjr0L3S9N!eD&ro?)x^KGQ9FaPPYW>Nc{x3i4&SP6&n6fi) zbBs@2?7>6(%)3~w)fIx4OY6>gsud}B=t%UJ>xZ@N^J*IG^?zQ8wm8}AkmmhM_e8>8 zmZGZq?+TNjGVl7VyS-uiY}?+sIc>4o&RGUlM?5kYFWYiLE^Nb$BTM(pVTNw=dNOB& z%SZFNnnO`%%rUh%E-|bTy_30p68nd3o`cWc<)jB^8JZiu-p4%_gHV9yViHxY4x*9H`=%M zd)NC$Ie*$`(sI#1S%2Q7BVlZloh8l-Ek4{+VU}gnoj)gR!wid_RZ|mW+ol(R&zNw~ zI~k|n8J|DN`#9T=&y)OZ+b-YaC<&{(w5iZzn{igz)@pr+? zE-cU7V|sZ}cXCUt**{Q#8O=HCma=@Z#iysb6Yh8?KWN{&-0;KY8}pAHc%iF2rB~|I zquVD%b=Pb!&^Qgoa?DP*>~2- zq>T?nb>6I+Vlg=tvg*BI&R>;pSLNkDPOo~*{HO9{y5D4riM|dIs%j?#!x(<1>dR#p z-RZ6MseH*QU-N3cb>YNHiQo6LJyLD8_P**!%FXkeo=+qU6>o;ZWxVz`$!~c7p1ouDGF>`c# zBRZG)_XTdt>vek!**ACAMts(`Xg|!kso-ziA=xV3-^KNkg?X1O#FdYOHgF3a-w97< zDoS1 z``g~MigSPOZ2j>hCDQ4TPW5Zm(;=5HKf9Ev<}I}{@6run{@!(xcg=_w)DmM=m;Z&1m0|-O|77+V;u!e6!tu|Ka?rDBKd;ip$Tgq#ErLH}iy-HN~&E;nsrk#{N zF?spf#I=)_w?BRO+BZvT6XU-H!aFnX|5;M;5tH+;v?u<197ecx+*VGbLrh9TEluv7ExI0%> zvEgp0kdvHa&NT(G^Ly52B+4|Mj90i_Fa?r`j4Ewc=t$k`sD6C-f91*ae-kX*uO8li z&XM8wX&IIc_3G@3$)Davg@pk`7~&Iygv>ebYsA4qZ8LPuHk+>AvQ-XZW%& z*!0$Nti3-mu4o!>Y47s)Y@az2H@9uL>2%|aq7LY|nhKuw4L)`be4DL*Olh@@s{;qj za=F8bIczJc#0>YyxZVD|;CbSk$_t-OzUjPhoG)pab4^Cf@KBf7wRDU2RM2vlbc^=T zO>d0UHuwDc(Ivj)&JTwAxKArD7x1klshFvBpzppF+e%&|<*7XKlVi zLvek|!C9L!A`G7&YX=3RZCmq=Ird*>{8@PXiNCGd|JlcTz`-BgDXOEkkY|1G0q7j_ zo5xFZ60g17Ik~lS@{Kc|InPwW`2X|vYsy#o{JfHUYJcUKj^fSF=Kj#sj_|Q*dmIBh z(xOg(=2r=Zeb#7$zpk=;wzv<6>0q^S+A zpQGh(>{ysh3G~xfb(^46q z-kqLhbm_{XOs#!M@fQzS@h)EpI;+Tnclk=MbDL**{(AiR$sc*?2cQC8sxO%P!IjfT zDl-bETJ-;oS3Bq2TrT|lbVqRav6V+3g`_41i*O%b+4?vHypohJGsrfiKkuMcsJR`q zzFaQ$V5O!={4e2GQ!i|I^6c&neMh;aKFs@$CzvMjPHWFpSa<1t>qG-py|WM3{My3& z>iWhs`Ax;4J0*6V@d)l-w({tuD~B?*K&gBO&+?U^RGv4 z;M&uFU)_GQanqr@TMAAd7g`;kG|hs0=ApxNPQIEdopY;?)%HeA{h28><;wKaOT%l0 zv+MU6^;&GrnA0`+CO9Yf>B=lO0&Q9-`XGE|p^lW?Rj3{FA6jf>c(*5RhQY?KNr_GW z){Cp{c=+aSYvz%au8%|hEL@k7XxsMq%ArCn@LFPa;lR4bFVeQJ+Vl}r&rN@5vvrDp z?6b{LY&ZUIJ^d$Ix7p~^l|_|Wa^K=XIpg`t*3Xden|DuSz0NAj#}&-n`LS)xR}VF6 zO@1F!SMak^>+xl|#;l7DqJmet#J*(~FNm@TNCi*H*KIgp_x9qVhg&b1+x?k8z2?^j zOTVj!>zOw+{#8wAu0Ej0D4lX~ALETz9m%VYZLHuZWaak0Kl4xPU+MHj(77}U{`#I5 zu zpt)+l!wc6;>YmRc@$0enKDGTH!Mc|}4A@r3k@~tlU|Stu>g)ZEH?5p*u3D&*#|Q33 zy=O{>oD{*Q>+@;hRM$B%bqDs{1yz=k=Tfu{F7Nol^zEkkewX5Vzw+Mh%`pKilzbm7r<0`bVv6yY@Kr;JEPTs`^RvY(QXx@wLde!v zZoAZ;yFGU|2>;$;8Mant^)>#DTDRg8ul`aDTRT7bs#((2WgE5R3SurE+QAK4)c)=e zcu{*|S?Wf)xjP#^9y|X3^Q7~8mKLr#1@Dq=aZkHtVw^i|rr9|k>GWmLAl*=W^W)8% zjx&GEP%D?y6t=cD@$;2lz6{BcN9OXrZ`gEx_G3S_`bL|drNwtnf;Km-E??n(UCicw z74zhikDu+?TzKzhLwuYrTSom>iH5&VlNi3`>#`}o$dM{h;)=O=XczZ+J8+#DYw@Dx zp#EfI{!=dhzUkI#hp`11sH@ggl@dFFq5kdY4)Y4%yaq+_PbGW|Zi$vLAww2b4;eO>D- zZnJKhoXwe*X67XFKZ*TXdd16-Yv5t;^Uva1^9?>)K0f^%vR?h{vBtFD0vX%*8`FNv zWNfQvo|Vfo%a_@AjWKxewPKbgxVn1EZ2di#$z*D0gwH#^44DiwK8V#F(p!YO;(w_s zMcDt%TN|CZRnNA-%zVXPdQJ8RXVwotr$>y-Ftsf+(o{B@@O zQ|I}Nn?HDJnon1-y2t`j=d#D1%YON6wnj|n&F5vFE4M(F zFFMSNeZna(e3LhV#D*jkUK#4hMm2#)5+4KjaddeBAe==2Xa@jdMqz@gKfE*>=Xw zMOl+iK3?`Eih7IRufAZ4x7h^u9 zy|SjkX18Q`w9nzHsFW}EKffdfM{ypmPuBeL=9I>k{c&7&`;1oU<(5oaHuq?Q*M<$} zoX%eX?`_u+3CXhDep4?%TyyJp!wcZ*EPvq)p=0&44m6gjbIL5+J(-1X%WjVcEAp01 z$h*jwsJUb@=e&@AOgGQT`GEGv$TXe(aaoL4SSr8fhrRyKGx9R-6Y_rMd~^7{`X=)m z{dE2f_37UVl&ec-**=PH5Y=6?`NE%oThK=5>FL|Nd;k5&xZiUTV)er(7a2WsmdY3F z{tZa%{juzI-kajcp!H{Wg~U4@Quv?v#=1hsPOtXr)RQF#4?N6tf8w3Bvou<%+rLl~))&GU(fAH6`^l5U6J5{vCIwkmb}9@bNDP&ZY8hpW;08M^xe8U5%Z0zgeAgkWF8J zRGz0S@G}nR*#xe1j0516+?+Wnm(}djefoAao_tbS%<;;C1>SbAxu<-jL@LRO+fdf` ze+%E6&&%3xt^|*59KU(KdW**9_Op`99`jr-Y~TQN=!A5Fe>b6?uN`t0fbhcfl1NlUJ}%p=Oa zwdrU|(Zb~q7S_MkpR>^DCxfM*`LBIUELZN| zTPz=>z?xiM+b-zT{F(GI;5@I7Pw1!rPc9!n%c%};nmm@fx#W6|(Cf1G8Hw`d>67PO zI0`u*^~nZ{=q~@+N2aL1G}$HodynPZFLV5i;3dTSiP}|XML(Y3xTv-Ep33J>-P`Xu z%=@#)GCZWnckj<#~GY&BkC)HF*Vg`|i(Iu6k~>W0M69Kb4C0sq8(udCCo~pCU<~9FFg< z#qd)ddTJI zRWB>E)Ic4bAKc4l`Peyp%bm1msg6%Z38Xv!@6gI+=2Is9=8ki!f2#k}x&Gw;XZp%F zzDVU%ahusTcGquYeyuN)1Ma_Unt#V?jjq?cAKdJ-=QaDDKe$YP{!i{W$NH!GPo3)z zZvK@2>okYiUbflyntabscD7}o4Q)_3_!WMd-I zKYU$+;Y?YJsVUITvY%SXuVWWaozp&RN_Q%C%GbeVQ zTGr6~caqoYzo$9{qT`pTziZk#!<&0yyxi^X*$)ceE#KH5Xm@b;jjZ)oMbE#}T$$)H zoAF$1^cG2rTRbwkn;?sa87zHQ{XcY^-KTapq>nQFVM=iSf8OaI=kMZKmK3+M=fC-M z$&VQqDn#O0*Cr%7PdM;V1KK=#GH1hwyXJK@o3`(QlzY=37KDKGa?anyla>^>)8~iz zbV<(a3oWJ*homZ=sZE9)#kT>J)o1xE&i_-`t3tVE8 zm!IW?wa1>sDV(v()!?(@jIvbXm6^!a=K&w)nE&mBdGoW`2S1%X@DrTIasn;xr+i}E z#PYe!eU;9uCn`qZVX4|1bMg^c=Z&Br8?XAuzX!X-z9nAX-Mj)cqw}fJ`E!K&7ik@y z-d!K_zki?ke0^-RQAHOZH`pY-ZoHKdL3D2k}D!s5E|CrgYqMJ2IOxLq}&JsiLIm(llpY@zI zseAST(Z3&4n=ZkkNdsArhHlmrFmwWj^!xeV9eV1m`KnL^Yl}QCgUDD8vnlg>!+^=rg8OzT?S`rUF znb(ya`+Kan|J`%d`L?f)SW3YQwZ(FlQI}+NBm1UVxO>l8yb+S~!8#7ue3F(24KdVS zky(TY>sNw{RCzBNRMxw4|6XC~0(IHJr}=+!;@|ETFxv$hg;`|0dt zk)M%|{`73Ux3i|;r?kCwvg&2HyXGOgYo03ac>~RSu)A!$W#$=zn(UiuXRdu>w$r}1 z_wRGn`F5Fn=imW0{|m>tNo?sSn>M>VxElZF07xF4tx9~&o9kzvE!jB*?vAB7dfqedU3$Dy`;}+0 z=Hj*G_kJaOJG0#G+k*W5>W>#=&1Wxu7UU)~L%G-}(tYmqO*?f`tBy}uzHWv4*`+-d z;(0x@yd^)b?0@^kSv0<;b;(?mwF^le)qrH z(ub?#GCx0R-k)a%G6&-JJ}dpy;>c6ac1<}ObE?Dq;W3a=)z5+}a{u`F9-TB#f3{-t=C8OtobJQ_3KiiF<+a+<$srMw#?Ln zMo;ObO3m4)gO-Jd+LgN6X6mIHA6YZ^CnyX*+~P|U$uFg z7S;J#^Q9iKe*Xug*zVhn9kE=pcS|>$W*uJ&jZIL9tkX&Tb?P zI(7Wr*S->cyIrr-im%K$)xlhx;-~g{#pjS`r$U~+3VCKR)zU9@3uqDTnYbN=&p&)R z_tsXKQ~waiQ9tGaq@k1;r9$w|-GaEQMJ z@~0odpIXJKTE(SW#dE;1v&3?$VD+=$9i`RfR^MKy6<>;hIbzA@pl7Fop1lfswqpt? z-aU&omA{=?E_chh{#D(_gYlp=6#`FF%ZcaRE1PZ0!N>vq$4{;wOsk9#XiFw)1sdn^^sk(Pgb%3tC1RH(r`8rVQi(VYJV=6S41wLP!qZvIj zj_>~z(cZw%p-7Rwr0~U2_wu_reY2vWNn5t`-l=Jurs|ezM=uDkO}JO`|LcmK;EEn zmsQ~YOfxvZo9`8W#P0N$>0fM9T_4ZS+P9`>+r63mY5I36f}Y!$=S_9MYCOoRKUNt% z^4(#WnU{KG-p?z})h~26#@BoR7bobU=>PMI=+_lLS8Zxtucd4^!}hag%wF@CM=`Ie9_pR`{?oSqz0XaiZ))|H{5ZQH8I)=#pEP=D zs-K!2d1~6ODQiJx4_Nh?$?=~_~31y zOjD0oe+DHg+fT=iZ@VzP>~4;q)DMtX&ZQgy6;$(1UNf4!wp1jEJ3Fz*V&)D&waM|3Wgq7h=Bj%_y@?Tk}%1aSpFR1R8#KwP&o$q)H76ze?uoFx6m4^( zN05lDU(tQ~Pq~&L|E&kkO^+tVo6jyj_WJk)NRd6~c+I(F%ja6XC%dZ7 zRWR2-0eSGu@`B`Z634)%R>4g@_1tD^@w!71I~RR?Z@lla5a{-m=I!4=3AI#u^Nn(| z=RMQ=6d_Fv%kw|yJTE#IDmGd4>m0*w#rKDLpBtwcJ_+9OvF4Zt$ZN?W&d^XO`#C4p z^0`(Q*ag-`cR(9_($3d#na?{PaRlTBog`Qwc-uW+I;S}F2q+MAl2py(wr}iEtbTax z`)%&?lGR`**uvd=_W7P^#p|k|?%gZ29h~Ow%rO3DVDss9TJgCXharJ*dd}`W?WO%i z=Suls?`RjyKlF7@Cnzm*T`yjyygzT-vpa?S&;qacTy;eFw+-vwCCbJbwC&+Ee|E+e zoGyDUi$R)8?;M8Kg>yd3U7KpVW_5MMaoe5>;k+|5t0gvqqxPBHwL*|uX!&gU+;)w2 z^^AMWe^+Y1f|w!*t_DF`B97axc`OG_jL+wM->~jYVwLHe;P5NO$Gnevft27iweHDd zkXo>nkmBmj4CC(``oOM&G3ttulh7KZ9Frll%W1t+|_XZf3Ov zwAE95@9?fo?JrwH{38SZ|GD$fHE9Q=aW|R&Emoza;P5P+um)28ol%$n+5L0Z%{j*3 z4WJEx=X=^qQ~6)NlDqcsYoaPRFn=U`!&GSW-0pp1?ajkqc$fOe2A~prrW`0fOzuf<#_ElHaxtdyukGTEwYg7A6-gWbLEt+Q>FYg9vemqgGHw5L8 zXUM_6?@i*byd|Jk?R~X-GayCdudP>$pUGV-=6}7j9VssLt7q&>{{f22&tDV4O`ttn zpRe_QxNGu-bL(fHwJb(XOYz?}?0c68a=h=3k2TL;AI``IrTk}SY}Y&o8I6?eph{hq zgNoa8cMd~~+tB=_+O=!g&pNJot^iFZ>~q;S?&C?Sl|53m&jFP7cxE+2Qi*>CUy?2R z#(B-~IF&o{%c$dPslaQ?4p3vsvRFX*+ac%W`CT@tuE|&K9I47nvNbn^M%Sx7onKRh zU%ytnRxGT1Z$>$&k=!Zzrm9x_yQa3(;%7S7ip5@Ac0&SVS|ER=nDi-~Yu6)l9_W}A zh{2kVm)E>EwMccf&9d6{IxYJO^K^vqJ-n%sm-|aGX|F&t3Pw zv;w(D<~UnlGV^h`2Ae+KR2k`47G@5OzYgqq`R{dLv5fM!LyIrZu9>%Kkzv-mWajT1 z8-GK6D_eT+c-yA_m(P1_N?mQU_QmBquyd<1sD8NcvU&0RU5n&Q)i*T?-#pL>uPOXf zoM)c+a=CdPNHX5Y?1O6Z5%$gEa#nvCW(0?s%)1(Ml5JfIb2zL)`)bc5-c(iTS6*fX zs?rNWK)s)6`7?19Qc?O3WKO++G@dk|k-GSt^UZ*^O$+%_ncFutI!k^$XKg=Y?+2S# zYjyo2FG`rkTbmVVNn0RVAS-h;f@ju=d$b5Q@RY)RQapibdBXlp$6N^;!kW1FVERPVJZbv4a;6J=d>C;im=Kuc&YMbqx z)*ExWgFj8*rsr4o&fqW;x3gPwoB7T3`)0(oO&iyxg52l3!w_UrTt&qTb?dpH zL<17vG%*`esi(-6g1y>Xsw=%PqV|I9mBr7pPl1fT!{6&I?1nYmb+T_pT;C+vb&361 zZzZUgnjLwtxHNwce#eNc2IcH4HO~!i{XF=l_4&?^v)AJCtl71#IW0+F8!IpWy}tNa zl-rxu1jxUrL75zT+HGB`GRs!L!&Ma;6)_%hs~l73wZtygP53n{6R-K!#k~v~pdl@O4lF`XApM zP;>rlce6UyVA0CH8FGD7=X%}Q3KqF%z+KNnXY)_1txJXWosiS6R`yIgLvX&kzNs@? z5}dl+AAi3peBH0|J%J$yt{x?OmH{BGs`mH?`$@f~N z7e9*%+mId09=9gLW;K@3*|{dQIQDefx>RGNlpDObQCwT&uV?@ zx;3fm)}{7k&um_>^&_k@$nUj^58U5i4VHL}lrW9LuNj4dO{frFSARpvZpPjZA2MRx zUhJ4=iB<7m+Xvu!De4(0={Mix=8skG5d*afqMm{EK*ke6g>`YNZgHt@G1!UV?fhx_ zHom>(=2$yS{8L0Hu(gZJ=U3ZrLI*ot%nicCMN>Sb3Q*|=?W)LXUH??L?v0Dsf8$XrK|d;+#fAipk8{+rV#=wJw$WI>?!jt^ufyoVID2 zZmDkcf(Y2C5h$7p^J;ufAKIGpFlrmvF-UC_&Fq=~GJb(WUhhA66yxiKW5;-n#Gpol z90}>5fD*5Fw?N`6$kBVl^oC`sR@q<3`yUe%xq4AevgxnyB>Ofa~oc#K||u20PdyLv6i z9k7bj`Ejp}_VrCuvu~c-n)4JX!)@BSCN(?ublAGoBhsHi?cVE~n(kisp_;aF5vZ64 z>p^OgT-!8lZK-bb&S`4}wwT=mcbWBVdV8}$27uMxJcXS3vm;M`2|fv_PK{uBZfjn3 zu-zXMn_X3RV$Ou=rD>}hJ_5}TR6g^}(VcuFN`2$h$v3#pW+#Kr_}VN!Z@JqGy|6EL zZ zGP7kbhxKJ1nO*Rg*9u&dFPwPd^kV5{`|83EoN~;4x?r2r=U+dixBE|8`g(cht9C#C zx90aU!GrC#o}YNOPm|1BYkcRF_}aB|9zq5?Tc2N(-v0D-^^3_5RK2CtIhXGc&ANI1 z{tX+?YwrJl^Zq{eOXXpMyUfhVC#xnsVa(TMp0_Xi*GlbIlUtbYonq_<=dAlyo?VNp z>u+7#t{HFnXsyi0uopS@^~t|gB9|?#F6j*y@~a0Ax~Y54`*+Rg@7mH|(Te*)O+aKsP{9v7nqpX|ihZhLL-NWV7$k8I6TNUm$@ zdCIw{H8jk`Pe5zUncW4CSr#7Bdh_ag?yJN4o8wk|ytKdZm&(FJT6Ziw|E=G!>y=96 zw1*#Oq^+&Y-*Xx~>rmC@^HbAk>hg|np^+CYTwf%)!mQ+!qP>$_KCRl| zCJ375;dd^z=CIv${L-)OZJ%D9edg&@`Bi$h`pGAC|JOF$%X!*cE;R!*8|FVr)!uX3 zCzXqPw6vwvIrs9<1P{mEfA;6~^YQ!Z{+)kc|Lgbi{{P=zo_=3n_22PT{(SrT zz5hR4-Y)z9>*eeJf4yx#A7A(POaFTL{r`Ubl&}AHIe-5Cn!leuUSD7T>*4nP{k6Y7 zU623&{PO(&TmEf4>i_@m&(r(=7iQG|j1TZ;W)WdvVBlczS*H;;b?su)Im`?UQBn*H zybKHs6*>CFC6zg;#d;OFId>yt^Jg1~{MGLG&d0>d8`^QjZIwypY^|;Q)i1h*c{Zjb zvn})b_4@gGflJRWEqU#3w215W_2=^*zwXX`u|rI|>%Eu+clybUK=pS{9iJ|Je)W^d zIHdlus@@XS$D+|sD?SI7ID9bRGeIRth;v} z_jMDG^BsxL1uq`iyNY9x)D%Ux7pJzc?MgkTxn4$*S#c%Xu9bC0vTWN{ElRO94Ek{D zg7hTk6=~PruHK^@o9nYy&DHPYZ>^Wg_Wu_-)`xD`pS9;A`zJZ4MftBZm8Rs`yKYJ} z(wiu-Ln|-kXhX?s@7cQd*LzuB+2gd@(V*nJ`;|G9LMA@DoOkBTlQTKWnn8Px6!mua z?7m+3J#3NIeARco`)dAgzESi4mVBMm>_@-%Y>fS}u>LEXS?%OXi^ri|tIdR+%kP>< z2G8MaUGK5)0_#EVvxi$B_)HCIDvDE>yej*KSWJFfr?yy?@$C24mRGII{KoWRo!j}i zzp2N=zQr+IE}ze6*WX`yzQ9Xr+k7RB3ELFZGy6362KUvczxCl=@;UX|&6BlT`^9qu z{nqPBnQvRfvFlyW=XLil-jh#((xoswZzbX2~5lQT^nyYtMG(94IQRJ2F+_b6z*sC8Oq2K7W_=Ef+0q z(&h$4vA&-i_V9Sx+l0q<7SA-wOWM>Ieg5N8BKP(3)r*pIJI*bR3q9}eqP}I7oWiR7 zo39J&LlPUp{?~Ih|9$kSuwChQ zb3^y>l-}#Asm?r7Jh}2Gi;u!73C77rO)(321X2qWuK%}KCupOW%p%%XHrvf0i)ArS z-tx><^$Ow*T~AqgEc*@{bRGEMw|sZ1&p`>diNBa-nz%&So&@EzyX{kFth)4U>K%sk zo#wd*6u&Rguy``>gtoANb8Ba^0;7XoE2BE=84XpY2SF>@790vVYrI0B=1jFuA};eUDI*MppS8~5tGp&0h5*N+m5rG3UG1=mYCK1%DP6Aw$sn|Gas+>-kL{E+ghJijPADL+3O zRATi8#`+&}5cs2gc5gPflo01r*F_T~Op_k`ymk8$@Ar#$ay37^zPnA#aNmy-bK~hZ zZ|;nI{Ku|1PhPfnTjHzWK%vmf7JQYQZf()wjj3x3?s+7=DBq~fbtduQr&|q6E9R(7 zzR^6bJos4)`-7Rb zt4`W3RQtf~`Qc4$?83XHnLB!atm<30`(e)-lL=j>ALktCZY`627QQOJw{nNpDgTMA z`-ARpYo6Z3q`M;AjC<_?)~A2?-)?;6t(&!0UUJ_}arLXJ*FTtl)<+F`0}1 zc*yQDh&(@S|M!%1eUq+g>%i;QLZ36#PNg1yBge4BT1M3M+Cvew-mi-vDb#ZNy>#5l zktuWkpuFU!6Ma5`x_ti?Z!LRiYPYto-{K>`LCqTZ70xM|T2G^m``W_B=YlE#Fk z8n0u1ZSq^va9T)EpDnY0^UKNgRZH#LWAD5T-)VZ@eaBkG2VY)4;zsr4>^7$sX+{Qy z>&y%c!VC-y(a!mKC8>EO@gbE3sl~CNG`4o~dB4L3JjddfzADW!wkU9Tt=FUd<^Xrg zk=Vu0<|pNs!T0Xg>`3QPnV|r!7ZYc(2Ft%tf1-US=?! zJ}s5Li>EYK}Da?8@U;A3Kt6c=QWfazvnVA$5k$^kY2l<^6!^%u_&FJ|Yp?RJR qSTl}Xk8TcnRzjH5EX#x~V+DA#vVjzFGH^23F)=Wlmt$gJU;qIBeK;`y diff --git a/Algorithms/Expectimax/Expectimax.py b/Algorithms/Expectimax/Expectimax.py index 4bfdcd8..5828ec4 100644 --- a/Algorithms/Expectimax/Expectimax.py +++ b/Algorithms/Expectimax/Expectimax.py @@ -1,74 +1,48 @@ from numpy import multiply, ones from Game_and_Graphics import BOARD_SIZE -from Models.board import Board +from Utils.Constants import ExpectimaxType # Expectimax Algorithm With Optional Alpha-Beta Pruning and Transposition Table -def get_state_statistics(game_turn, max_or_min): +def handle_final_state(game_turn, expectimax_type): """Check the final state from the search tree. If the state is losing one, the function will return infinity and statistics, and if it just got to the maximum depth, the function will return the state with its heuristic value and statistics.""" - def handle_losing_state(game_turn): - game_turn.set_watched_boards([]) - losing_statistics = game_turn, float("-inf" if max_or_min == "MAX" else "inf") + def handle_losing_turn(game_turn): + losing_statistics = game_turn, \ + float("-inf" if expectimax_type == ExpectimaxType.MAX.value else "inf") return losing_statistics - def handle_leaf_state(game_turn): - if game_turn.state().is_transposition_table(): - game_turn.add_watched_board(Board(game_turn.state().board())) + def handle_leaf_turn(game_turn): + leaf_game_turn_statistics = game_turn, heuristic(game_turn.state()) - state_statistics = game_turn, heuristic(game_turn.state()) - - return state_statistics + return leaf_game_turn_statistics if game_turn.state().is_lose(): - return handle_losing_state(game_turn) + return handle_losing_turn(game_turn) if game_turn.state().depth() == 0: - return handle_leaf_state(game_turn) - - -def get_different_from_state_direction_boards(state): - """The function checks if the possible direction boards from the given state are possible (if - everyone is different from the given state). It returns a list of the possible direction - boards.""" - possible_direction_boards = list(filter(lambda board: not board.is_lose(), - state.get_direction_boards())) - - def is_different_from_state(board): - return state.get_board_object() != board + return handle_leaf_turn(game_turn) - different_from_state_direction_boards = list(filter(is_different_from_state, - possible_direction_boards)) - return different_from_state_direction_boards - - -def next_move(game_turn): +def get_expectimax_evaluated_next_game_turn(game_turn): """The function checks what is the best next move from the given state. It uses the Maximize function in order to do that, and returns the best state with the number of nodes_amount developed and the boards the function visited. If the best state is a losing one, it will return "LOSE".""" - from Algorithms.Expectimax.Maximaizer.Maximaize import maximize - - def handle_lose(): - return "LOSE" + from Algorithms.Expectimax.Maximaize import maximize if game_turn.state().is_lose(): - return handle_lose() + return - try: - game_turn, _ = maximize(game_turn) + next_game_turn, _ = maximize(game_turn) - return game_turn - except ValueError as e: - print(e) - return handle_lose() + return next_game_turn def heuristic(state): diff --git a/Algorithms/Expectimax/Maximaize.py b/Algorithms/Expectimax/Maximaize.py new file mode 100644 index 0000000..70eefdf --- /dev/null +++ b/Algorithms/Expectimax/Maximaize.py @@ -0,0 +1,69 @@ +from random import choice + +from Algorithms.Expectimax.Expectimax import handle_final_state +from Models.State import State, filter_different_boards +from Models.game_turn import GameTurn +from Utils.Constants import ExpectimaxType + + +def get_best_next_game_turn(current_game_turn, direction_boards): + """The function goes over each child node of the random tile node (an item after a swipe to + each possible direction). It continues the recursive loop ot the algorithm, and returns the + item with the highest value and statistics.""" + from Algorithms.Expectimax.Minimaize import minimize + + max_value = float("-inf") + max_direction_board = choice(direction_boards) + max_game_turn = GameTurn(game_turn=current_game_turn, + state=State(state=current_game_turn.state(), + board=max_direction_board)) + + for direction_board in direction_boards: + max_game_turn.add_node() + direction_board_next_game_turn = \ + GameTurn(game_turn=current_game_turn, + state=State(depth=max_game_turn.state().depth() - 1, board=direction_board, + state=max_game_turn.state())) + + min_game_turn, min_value = minimize(direction_board_next_game_turn) + max_game_turn.set_nodes(min_game_turn.state().nodes()) + + if min_value > max_value: + max_direction_board, max_value = direction_board, min_value + max_game_turn.set_board(max_direction_board) + + if max_game_turn.state().is_alpha_beta() and max_value < max_game_turn.beta(): + max_game_turn.set_alpha(max(max_value, max_game_turn.alpha())) + + return max_game_turn, max_value + + +def filter_not_losing_boards(boards): + return list(filter(lambda board: not board.is_lose(), boards)) + + +def maximize(game_turn): + """The function checks if the given state is a final state, checks what are its + possible direction boards, and loops over them. It returns the item with the highest value + and statistics.""" + # Check for final states: + game_turn_statistics = handle_final_state(game_turn, ExpectimaxType.MIN.value) + + if game_turn_statistics is not None: + return game_turn_statistics + + # Check every child of this state - if swipe to his direction doesn't result in the same + # state, meaning tiles can be moved in this direction, the child will be added to the final + # direction boards list. + + not_losing_direction_boards = filter_not_losing_boards(game_turn.state().get_direction_boards()) + + not_losing_different_from_state_direction_boards = \ + filter_different_boards(game_turn.state(), not_losing_direction_boards) + + # Loop through every final child (direction) of the state. If the child's item isn't + # full, the Minimize function is called and the value of the child is returned recursively. + game_turn, max_value = \ + get_best_next_game_turn(game_turn, not_losing_different_from_state_direction_boards) + + return game_turn, max_value diff --git a/Algorithms/Expectimax/Maximaizer/Maximaize.py b/Algorithms/Expectimax/Maximaizer/Maximaize.py deleted file mode 100644 index 4a4b4e6..0000000 --- a/Algorithms/Expectimax/Maximaizer/Maximaize.py +++ /dev/null @@ -1,71 +0,0 @@ -from random import choice - -from Algorithms.Expectimax.Expectimax import get_state_statistics, \ - get_different_from_state_direction_boards -from Algorithms.Expectimax.Minimaizer.Minimaize import minimize -from Models.State import State -from Models.board import Board -from Models.game_turn import GameTurn - - -def loop_direction_children(game_turn, direction_boards): - """The function goes over each child node of the random tile node (an item after a swipe to - each possible direction). It continues the recursive loop ot the algorithm, and returns the - item with the highest value and statistics.""" - best_direction_board = choice(direction_boards) - best_game_turn = GameTurn(game_turn=game_turn, state=State(state=game_turn.state(), - board=best_direction_board)) - best_value = float("-inf") - - for direction_board in direction_boards: - best_game_turn.add_node() - # print("BEFORE", best_game_turn.state().nodes()) - state = State(state=best_game_turn.state(), board=direction_board, - depth=best_game_turn.state().depth() - 1) - # print("STATE", state.nodes()) - direction_game_turn = GameTurn(game_turn=game_turn, state=state) - # print("AFTER", direction_game_turn.state().nodes()) - - min_game_turn, min_value = minimize(direction_game_turn) - best_game_turn.set_nodes(min_game_turn.state().nodes()) - - if min_value > best_value: - if not best_game_turn.state().is_transposition_table(): - best_direction_board, best_value = direction_board, min_value - best_game_turn.set_board(best_direction_board) - elif direction_board not in best_game_turn.watched_boards(): - best_direction_board, best_value = direction_board, min_value - best_game_turn.set_board(best_direction_board) - best_game_turn.add_watched_board(Board(best_direction_board)) - - if best_game_turn.state().is_alpha_beta() and best_value < best_game_turn.beta(): - best_game_turn.set_alpha(max(best_value, best_game_turn.alpha())) - # print(best_game_turn.state().nodes()) - - return best_game_turn, best_value - - -def maximize(game_turn): - """The function checks if the given state is a final state, checks what are its - possible direction boards, and loops over them. It returns the item with the highest value - and statistics.""" - # Check for final states: - state_statistics = get_state_statistics(game_turn, "MAX") - - if state_statistics is not None: - return state_statistics - - # Check every child of this state - if swipe to his direction doesn't result in the same - # state, meaning tiles can be moved in this direction, the child will be added to the final - # direction boards list. - different_from_state_direction_boards = \ - get_different_from_state_direction_boards(game_turn.state()) - - if not different_from_state_direction_boards: - return different_from_state_direction_boards - - # Loop through every final child (direction) of the state. If the child's item isn't - # full, the Minimize function is called and the value of the child is returned recursively. - game_turn, max_value = loop_direction_children(game_turn, different_from_state_direction_boards) - - return game_turn, max_value diff --git a/Algorithms/Expectimax/Minimaize.py b/Algorithms/Expectimax/Minimaize.py new file mode 100644 index 0000000..7811c4e --- /dev/null +++ b/Algorithms/Expectimax/Minimaize.py @@ -0,0 +1,57 @@ +from random import choice + +from Algorithms.Expectimax.Expectimax import handle_final_state +from Algorithms.Expectimax.Maximaize import maximize +from Models.State import State +from Models.board import Board +from Models.game_turn import GameTurn +from Utils.Constants import ExpectimaxType + + +def get_worst_next_game_turn(game_turn, random_tile_boards): + """The function goes over each child node of the direction node (2 or 4 tile in each empty + space on the item). It continues the recursive loop of the algorithm, and returns the item + with the lowest value and statistics.""" + + min_value = float("inf") + min_tile_board = choice(random_tile_boards) + min_game_turn = GameTurn(game_turn=game_turn, + state=State(state=game_turn.state(), board=Board(min_tile_board))) + + for tile_board_index, random_tile_board in enumerate(random_tile_boards): + game_turn.add_node() + random_tile_next_game_turn = \ + GameTurn(game_turn=game_turn, + state=State(state=game_turn.state(), board=random_tile_board, + depth=game_turn.state().depth() - 1, )) + + max_game_turn, max_value = maximize(random_tile_next_game_turn) + min_game_turn.set_nodes(max_game_turn.state().nodes()) + max_value *= .9 if tile_board_index % 2 == 0 else .1 + + if max_value < min_value: + min_tile_board, min_value = random_tile_board, max_value + min_game_turn.set_board(min_tile_board) + + if min_game_turn.state().is_alpha_beta() and min_game_turn.alpha() < min_value: + min_game_turn.set_beta(min(min_value, min_game_turn.beta())) + + return min_game_turn, min_value + + +def minimize(game_turn): + """The function checks if the given state is a final state, loops over its children + and returns the item with the lowest value and statistics.""" + # Check for final states: + game_turn_statistics = handle_final_state(game_turn, ExpectimaxType.MIN.value) + + if game_turn_statistics is not None: + return game_turn_statistics + + # Loop through every child (2 or 4 tile in every possible location) of the state. If the + # child's item isn't full, the Maximize function is called and the value of the child is + # returned recursively. + min_game_turn, min_value = \ + get_worst_next_game_turn(game_turn, game_turn.state().make_random_tile_boards()) + + return min_game_turn, min_value diff --git a/Algorithms/Expectimax/Minimaizer/Minimaize.py b/Algorithms/Expectimax/Minimaizer/Minimaize.py deleted file mode 100644 index 6279828..0000000 --- a/Algorithms/Expectimax/Minimaizer/Minimaize.py +++ /dev/null @@ -1,59 +0,0 @@ -from Models.State import State -from Models.board import Board -from Models.game_turn import GameTurn - - -def loop_random_tile_children(game_turn): - """The function goes over each child node of the direction node (2 or 4 tile in each empty - space on the item). It continues the recursive loop of the algorithm, and returns the item - with the lowest value and statistics.""" - from Algorithms.Expectimax.Maximaizer.Maximaize import maximize - - worst_tile_board = None - worst_value = float("inf") - worst_score = None - - for index, tile_board in enumerate(game_turn.state().make_random_tile_boards()): - game_turn.add_node() - - rand_tile_game_turn = GameTurn(game_turn=game_turn, - state=State(state=game_turn.state(), - depth=game_turn.state().depth() - 1, - board=tile_board)) - max_game_turn, max_value = maximize(rand_tile_game_turn) - max_value *= 0.9 if index % 2 == 0 else 0.1 - game_turn.set_nodes(max_game_turn.state().nodes()) - - if max_value < worst_value: - if game_turn.state().is_transposition_table(): - if tile_board not in game_turn.watched_boards(): - worst_tile_board, worst_value, worst_score = \ - tile_board, max_value, max_game_turn.state().score() - game_turn.add_watched_board(Board(worst_tile_board)) - else: - worst_tile_board, worst_value, worst_score = \ - tile_board, max_value, max_game_turn.state().score() - - if game_turn.state().is_alpha_beta() and game_turn.alpha() < worst_value: - game_turn.set_beta(min(worst_value, game_turn.beta())) - - return State(board=Board(worst_tile_board, worst_score), nodes=game_turn.state().nodes()), \ - worst_value - - -def minimize(game_turn): - """The function checks if the given state is a final state, loops over its children - and returns the item with the lowest value and statistics.""" - from Algorithms.Expectimax.Expectimax import get_state_statistics - # Check for final states: - statistics = get_state_statistics(game_turn, "MIN") - - if statistics is not None: - return statistics - - # Loop through every child (2 or 4 tile in every possible location) of the state. If the - # child's item isn't full, the Maximize function is called and the value of the child is - # returned recursively. - worst_tile_state, worst_value = loop_random_tile_children(game_turn) - - return GameTurn(game_turn=game_turn, state=worst_tile_state), worst_value diff --git a/Algorithms/Genetic/GeneticAlgorithm.py b/Algorithms/Genetic/GeneticAlgorithm.py index ed93ca7..310c83d 100644 --- a/Algorithms/Genetic/GeneticAlgorithm.py +++ b/Algorithms/Genetic/GeneticAlgorithm.py @@ -6,7 +6,7 @@ import pandas as pd from numpy import random, ones, argmax, concatenate, zeros, true_divide, delete from openpyxl import load_workbook -from Algorithms.Expectimax.Expectimax import next_move +from Algorithms.Expectimax.Expectimax import get_expectimax_evaluated_next_game_turn from Game_and_Graphics import deepcopy, py from Models.State import State @@ -32,10 +32,10 @@ class Weights: self.grade = grade def grade_weight(self, depth, alpha_beta, transposition_table): - """The function plays the game using the Expectimax Algorithm with the given parameters and the weights. In the + """The function plays the game_state using the Expectimax Algorithm with the given parameters and the weights. In the end, it sets the final grade to the grade attribute.""" game = State() - prepare_board(game, weights=self.weights) + prepare_next_game_turn(game, weights=self.weights) end = False stop = False @@ -52,7 +52,7 @@ class Weights: if end: break - next_move_and_nodes = next_move( + next_move_and_nodes = get_expectimax_evaluated_next_game_turn( game, depth, alpha_beta, transposition_table, self.weights, watched_boards) if next_move_and_nodes == "LOSE": @@ -128,7 +128,7 @@ class Generation: self.generation = deepcopy(size_or_generation) def grade_weights(self, depth, alpha_beta, transposition_table): - """The function plays the game with the given parameters on each of the weights in the generation. + """The function plays the game_state with the given parameters on each of the weights in the generation. :return A list of the scores that each weight got, and a variable that checks whether to stop the program.""" stop = False @@ -302,17 +302,17 @@ def find_best_weights(depth, alpha_beta, transposition_table, iterations, genera return best_weights -def prepare_board(game, weights=None, best=None): +def prepare_next_game_turn(game_state, best=None): """The function randomly makes 2 tiles appear on the item and displays it.""" - game.new_tile() - game.new_tile() - game.draw_board(weights, best) + game_state.new_tile() + game_state.new_tile() + game_state.draw_board(best) -def write_statistics_to_excel_file(state, depth, alpha, table, weights): - """The function writes the statistics of the game to the Statistics file - depth, Alpha-Beta Pruning, weights, and +def write_statistics_to_excel_file(game_turn): + """The function writes the statistics of the game_state to the Statistics file - depth, Alpha-Beta Pruning, weights, and so on.""" - tile_dict = state.make_tile_dict() + tile_dict = game_turn.state().make_tile_dict() keys = list(tile_dict.keys()) wb = load_workbook(excel_directory) @@ -323,9 +323,12 @@ def write_statistics_to_excel_file(state, depth, alpha, table, weights): for i in range(11): sheet[chr(ord("B") + i) + str(row)] = tile_dict[keys[i]] if i < 5 else \ - [state.score(), state.nodes(), depth, alpha, table, datetime.now()][i - 5] + [game_turn.state().score(), game_turn.state().nodes(), game_turn.state().depth(), + game_turn.state().is_alpha_beta(), game_turn.state().is_transposition_table(), + datetime.now()][i - 5] for i in range(4): - sheet[chr(ord("M") + i) + str(row)] = weights[i] if weights is not None else False + sheet[chr(ord("M") + i) + str(row)] = game_turn.state().weights()[i] \ + if game_turn.state().weights() is not None else False wb.save(excel_directory) diff --git a/Game_and_Graphics.py b/Game_and_Graphics.py index a1c15ac..e9cf595 100644 --- a/Game_and_Graphics.py +++ b/Game_and_Graphics.py @@ -91,19 +91,19 @@ def swipe_left(board): # def swipe(state, direction): # """The function swipes the state to the given direction.""" # if direction == "UP": -# state.set_board(np.transpose(state.board())) +# state.set_board(np.transpose(state.other_board())) # state = swipe_left(state) -# state.set_board(np.transpose(state.board())) +# state.set_board(np.transpose(state.other_board())) # # elif direction == "DOWN": -# state.set_board([np.transpose(state.board())[i][::-1] for i in range(BOARD_SIZE)]) +# state.set_board([np.transpose(state.other_board())[i][::-1] for i in range(BOARD_SIZE)]) # state = swipe_left(state) -# state.set_board(np.transpose(np.array([state.board()[i][::-1] for i in range(BOARD_SIZE)]))) +# state.set_board(np.transpose(np.array([state.other_board()[i][::-1] for i in range(BOARD_SIZE)]))) # # elif direction == "RIGHT": -# state.set_board([state.board()[i][::-1] for i in range(BOARD_SIZE)]) +# state.set_board([state.other_board()[i][::-1] for i in range(BOARD_SIZE)]) # state = swipe_left(state) -# state.set_board([state.board()[i][::-1] for i in range(BOARD_SIZE)]) +# state.set_board([state.other_board()[i][::-1] for i in range(BOARD_SIZE)]) # # return state diff --git a/Main.py b/Main.py index f03eda2..7c48587 100644 --- a/Main.py +++ b/Main.py @@ -1,8 +1,8 @@ from enum import Enum -from Algorithms.Expectimax.Expectimax import next_move +from Algorithms.Expectimax.Expectimax import get_expectimax_evaluated_next_game_turn from Algorithms.Genetic.GeneticAlgorithm import find_best_weights, sleep, \ - write_statistics_to_excel_file, prepare_board + write_statistics_to_excel_file, prepare_next_game_turn from Game_and_Graphics import screen from Menu import game_over_screen from Models.State import State @@ -12,15 +12,33 @@ from Utils.Helpers import find_quit_event from screens.start_screen import start_screen -def play_game(alg, depth, alpha_beta, transposition_table, weights=None): - """The function plays the game using the Expectimax Algorithm with the given parameters and the +def play_game(alg, depth, is_alpha_beta, is_transposition_table, weights=None): + """The function plays the game_state using the Expectimax Algorithm with the given parameters and the weights. In the end, it writes the statistics to the Statistics File. - :return The "game over" screen, or (True, 0) if the player exits the program in some way.""" + :return The "game_state over" screen, or (True, 0) if the player exits the program in some way.""" + REFRESH_RATE = 0 # .05 def handle_quit_game(): return True, 0 - best = False + def handle_game_end(game_turn, alg): + write_statistics_to_excel_file(game_turn) + + return game_over_screen(game_turn, screenshot=True if alg == 2 else False) + + def is_lose_turn(next_game_turn): + return next_game_turn is None or next_game_turn.state().is_lose() + + def execute_and_draw_next_turn(current_game_turn, next_game_turn, weights, best): + current_game_turn.set_state(next_game_turn.state()) + sleep(REFRESH_RATE) + current_game_turn.state().draw_board(best) + + current_game_turn.new_tile() + sleep(REFRESH_RATE) + current_game_turn.state().draw_board(best) + + best = False # TODO: Convert to Weights model if weights is not None: if weights.grade == 0: @@ -29,45 +47,26 @@ def play_game(alg, depth, alpha_beta, transposition_table, weights=None): weights = weights.weights best = True - game_state = State(depth=depth, is_alpha_beta=alpha_beta, weights=weights, - is_transposition_table=transposition_table) - prepare_board(game_state, weights=weights, best=best) - game_turn = GameTurn(state=game_state, alpha=float("-inf"), beta=float("inf"), - watched_boards=[]) - # board = Board() - # board.update_cell(0, 0, 4) - # board.update_cell(1, 1, 4) - # board.update_cell(2, 2, 4) - # board.update_cell(3, 3, 4) - # game_state.set_board(board) - - end = False - - while not end: + game_state = State(depth=depth, is_alpha_beta=is_alpha_beta, weights=weights, + is_transposition_table=is_transposition_table) + prepare_next_game_turn(game_state, best) + current_game_turn = GameTurn(state=game_state, alpha=float("-inf"), beta=float("inf")) + # TODO: Convert to single functions the complicated ones with current_game_turn + # TODO: Create Parameters Model + + while True: if find_quit_event(): return handle_quit_game() - next_game_turn = next_move(game_turn) - - if next_game_turn == "LOSE" or next_game_turn.state().is_lose(): - write_statistics_to_excel_file(game_state, depth, alpha_beta, transposition_table, - weights) - - return game_over_screen(game_state.score(), depth=depth, alpha_beta=alpha_beta, - transposition_table=transposition_table, weights=weights, - screenshot=True if alg == 2 else False) + next_game_turn = get_expectimax_evaluated_next_game_turn(current_game_turn) - game_turn.set_board(next_game_turn.state().board(), next_game_turn.state().score()) - game_turn.set_nodes(next_game_turn.state().nodes()) + # TODO: Remove transition table!!!! - if game_state.sum_empty_tiles() != 16: - REFRESH_RATE = 0 # .05 - sleep(REFRESH_RATE) - game_state.draw_board(weights=weights, best=best) + if is_lose_turn(next_game_turn): + return handle_game_end(current_game_turn, alg) - game_state.new_tile() - sleep(REFRESH_RATE) - game_state.draw_board(weights=weights, best=best) + execute_and_draw_next_turn(current_game_turn, next_game_turn, weights, best) + print(next_game_turn.state().nodes()) def play_algorithm(alg, depth, alpha_beta, transposition_table, weights=None, iterations=None, @@ -83,7 +82,7 @@ def play_algorithm(alg, depth, alpha_beta, transposition_table, weights=None, it def main(screen): - """This is the game logic function. It connects between the screens and the algorithms + """This is the game_state logic function. It connects between the screens and the algorithms according to the given parameters.""" stop = False skip_start = False @@ -98,26 +97,24 @@ def main(screen): stop = True else: if parameters[1] == 2: - if len(parameters) == 6: - start_again = play_algorithm(*parameters) - else: - start_again = play_algorithm(parameters[1], parameters[2][1], parameters[2][2], - parameters[2][3]) + is_start_again = play_algorithm(*parameters) if len(parameters) == 6 \ + else play_algorithm(parameters[1], parameters[2][1], parameters[2][2], + parameters[2][3]) else: - start_again = play_algorithm(parameters[1], parameters[2][1], parameters[2][2], - parameters[2][3], iterations=parameters[2][4], - generation_size=parameters[2][5]) + is_start_again = play_algorithm(parameters[1], parameters[2][1], parameters[2][2], + parameters[2][3], iterations=parameters[2][4], + generation_size=parameters[2][5]) - if start_again[0]: + if is_start_again[0]: stop = True - elif start_again[1] == "RESTART": + elif is_start_again[1] == "RESTART": skip_start = False else: - parameters = start_again + parameters = is_start_again def __play_in_dev_mode(): - parameters = (False, 2, (False, 2, True, False)) + parameters = (False, 2, (False, 2, True, True)) _, depth, is_alpha_beta, is_transposition_table = parameters[2] while True: diff --git a/Menu.py b/Menu.py index 23f9dbe..38b47fb 100644 --- a/Menu.py +++ b/Menu.py @@ -138,17 +138,15 @@ def print_lines(screen): screen.blit(genetic_picture, rect) -def game_over_screen(score, depth, alpha_beta, transposition_table, - weights=None, - screenshot=False): - """The function displays the final screen of the game. It contains a "GAME OVER" text, +def game_over_screen(game_turn, screenshot=False): + """The function displays the final screen of the game_state. It contains a "GAME OVER" text, and has 2 (restart and quit) or 3 buttons. 3 if the player chose the Genetic Algorithm ( addend "play again with the same weights" button) and exit. :return: If the player clicked on the restart buttons, the function will return False and "RESTART" if the player is going only with the Expectimax Algorithm, and the parameters and same weights if the player is going with the same weights again. If the player clicked on the exit button or pressed Q, the function will return True and 0.""" - if weights is None and screenshot: + if game_turn.state().weights() is None and screenshot: if r"Pictures\Screenshot.jpeg" in os.listdir(r"Pictures\\"): os.remove(r"Pictures\Screenshot.jpeg") py.image.save(screen, r"Pictures\Screenshot.jpeg") @@ -173,11 +171,12 @@ def game_over_screen(score, depth, alpha_beta, transposition_table, text_to_screen("GAME OVER!", Color.YELLOW.value, Font.MAIN_TITLE.value, y_place=-260) text_to_screen("YOU CAN'T MERGE MORE TILES...", Color.BLACK.value, Font.SUBTITLE.value, y_place=-190) - text_to_screen("Final Score: " + str(f"{score:,d}"), Color.BLUE.value, Font.SUBTITLE.value, + text_to_screen("Final Score: " + str(f"{game_turn.state().score():,d}"), Color.BLUE.value, + Font.SUBTITLE.value, y_place=-120) text_to_screen("You can start again:", Color.BLACK.value, Font.MID_TITLE.value, y_place=-50) - if weights is not None: + if game_turn.state().weights() is not None: py.draw.line(screen, Color.BLACK.value, (0, 360), (WINDOW_WIDTH, 360), 3) text_to_screen("Or play with the same weights:", Color.BLACK.value, Font.MID_TITLE.value, y_place=90) @@ -186,16 +185,19 @@ def game_over_screen(score, depth, alpha_beta, transposition_table, if create_button(180, 280, 180, 47, Color.GREEN.value, Color.LIGHT_GREEN.value, restart): return False, "RESTART" - elif weights is not None and create_button(100, 430, 322, 47, Color.GREEN.value, - Color.LIGHT_GREEN.value, start_again_genetic): - w = Weights(weights) + elif game_turn.state().weights() is not None and create_button(100, 430, 322, 47, + Color.GREEN.value, + Color.LIGHT_GREEN.value, + start_again_genetic): + w = Weights(game_turn.state().weights()) w.set_grade(1) - return False, 2, depth, alpha_beta, transposition_table, w + return False, 2, game_turn.state().depth(), game_turn.state().alpha_beta(), \ + game_turn.state().transposition_table(), w elif create_button(235, 560, 67, 32, Color.RED.value, Color.LIGHT_RED.value, quit_f): return True, 0 - if weights is None and screenshot: + if game_turn.state().weights() is None and screenshot: screen.blit(screenshot, rect) py.display.flip() diff --git a/Models/State.py b/Models/State.py index c151b91..4ca6945 100644 --- a/Models/State.py +++ b/Models/State.py @@ -10,6 +10,17 @@ from Utils.Constants import WINDOW_WIDTH, Color, Font from Utils.Helpers import flatmap +def filter_different_boards(state, boards): + """The function checks if the possible direction boards from the given state are possible (if + everyone is different from the given state). It returns a list of the possible direction + boards.""" + + different_from_state_boards = list(filter(lambda board: state.is_board_different(board), + boards)) + + return different_from_state_boards + + class State: def __init__(self, state=None, depth=None, is_alpha_beta=None, is_transposition_table=None, board=None, score=None, weights=None, nodes=None): @@ -93,7 +104,7 @@ class State: # num = 0 # for i in range(BOARD_SIZE): # for j in range(BOARD_SIZE): - # if self.__board.board()[i][j].value == 0: + # if self.__board.other_board()[i][j].value == 0: # num += 1 # # return num @@ -102,13 +113,9 @@ class State: """The function finds the highest value in the item. :return The value.""" return max(flatmap(self.board())) - # best = 0 - # for i in range(BOARD_SIZE): - # for j in range(BOARD_SIZE): - # if self.__board.board()[i][j].value > best: - # best = deepcopy(self.__board.board()[i][j].value) - # - # return best + + def is_board_different(self, other_board): + return self.__board != other_board def add_score(self, value): self.__board.add_score(value) @@ -188,7 +195,7 @@ class State: else: self.__board = Board(other_board, other_score) - def draw_board(self, weights=None, best=None): + def draw_board(self, best=None): """The function draws the item on the screen.""" screen.fill(BACKGROUND_COLOR) py.draw.rect(screen, (255, 255, 255), (0, 0, WINDOW_WIDTH, 49)) @@ -196,8 +203,8 @@ class State: score = f"{self.score():,d}" screen.blit(Font.BIG_FONT.value.render("SCORE: " + score, True, Color.BLACK.value), (0, 5)) - if weights is not None: - draw_best_weights(weights, best) + if self.__weights is not None: + draw_best_weights(self.__weights, best) for i in range(BOARD_SIZE): for j in range(BOARD_SIZE): diff --git a/Models/game_turn.py b/Models/game_turn.py index d493be9..938a740 100644 --- a/Models/game_turn.py +++ b/Models/game_turn.py @@ -26,7 +26,8 @@ class GameTurn: return self.__watched_boards def set_state(self, state): - self.__state = state + self.__state.set_board(state.board(), state.score()) + self.__state.set_nodes(state.nodes()) def set_alpha(self, alpha): self.__alpha = alpha @@ -49,6 +50,9 @@ class GameTurn: def set_board(self, board, score=None): self.__state.set_board(board, score) + def new_tile(self): + self.__state.new_tile() + def __str__(self): print(self.__state) return f"\n{self.__alpha}\n{self.__beta}\n{len(self.__watched_boards)}" diff --git a/Pictures/Screenshot.jpeg b/Pictures/Screenshot.jpeg index 63f9df4b2da4ff9787571f24a6712229e8019089..7ee326e45554788204e9083b4e28a60781c67d2e 100644 GIT binary patch literal 30793 zcmex=$<%PwSRFvdYWaQ-KK!z}~va+(XvGZ|o z@X3h?ipY@+{vTiv|EDQ{cwTw*63@n1ILW+itY{G$w>`H|qMvW5}awt1(JSZA; z@q>zSQc)8pmzcPOq?D?fx`w8fiK&^ng{76Vi>sTvho@I?NN8AiL}XNQN@`kqMrKxV zNoiSmMP*fUOKV$uM`zch$y26In?7UatVN5LEM2yI#mZHiHgDOwZTpU$yAB;ba`f2o z6DLnyx_ss8wd*%--g@}x@sp>|p1*kc>f@)+U%r0({^RE_kiQrin8CgR5fG1|`Ad+2 ziIItgg_(sNL#Nz~4os{_Ry;>bO1x z-CnojgUE)r(JzBC^6x7IG%GF}B}LyxDj{c_Ukc>5KJ~?X&!E z^}Rnd>+AideX`wUSJp}#uV3ZW{#_ggEOW$UlhL%ZXiocxj(fjPJS^%lx$-c`jo5 zba{>#3q!o@)lL3M+VAIDeY+fZ`R!J2?v8i4dW#|#%rc%jQG#g=e}N-ggZiR<`hS<$ zXX}PtkK6rW`=Ot?585u?lJ3o192pfZW6)w2qVXhO;rTW;&X3XcBL6N~9o_!z>9n;U z&0bw>`&gKfZ+E^we)5y!P#0Z4c>mVv|(lO8)T`>-VaD43Sg& zp<4WyS1fYvrQZ(IzTKVrQAH;)?U=h;*kk1#3;3>e{n_@xyxY$5$NeMM?n!^x-*1y% zzv@nVM#6uFmcESbEJ1HS+pJp5wd7NE_|p1ATmEjUf1&!={*TV%{|rxNG5r45_2c)q z>JR2`4VTm;T-YivfA7aUf8Imszq9WCn5nl&;h=)=Ma~=B&jtVRiKK>8AU*|XfaZOzF zW6>jJ(HR>{c641mFPFXJRLx$eIg<)Fj(ISA|D}E4KSNS{N1VZr-UqVTAs?r$|GTm> zcUA2?NxQQm*2$kHZtS?~__SXoZSSWBE{*lQ_PO?bcBioVLjLB$J=*q&)!|}?{Z;&>I#qR zA2puNn6SVw&hyrjUupX~|90A`{n&r>m)`P+{W9*gW{a09d1u#_a_dYN*r>32qr9=^ z@v~Rjo==>__@!24l9gM}yHhI`OiQz1sG9Xd_;L8#;E!C7AF(Z|lg<9maC4r-*2!owXnfvIyz>nt-rcHljFY-$Mmei8ZcT^_- zG(5UPWz8zHW2+W3FdkSRI`NW8dReF|%Vxs^%vUZjU5sb^ll6C1onlOl!#PW0Fx36z4tyO=#_CG_%yWFM!&Rkd6KIz)y zOpPduAoYG*b7r~17YD9y|6~4llMQR(qMMOFwtHRq68&PK$J0so1Z_7eFiyQy-cUGq zx1UwY_4<#}kNXcw$0i4S(C=NJv~wC~i+EXimCt79-970VA$^W#!$0c3S^FVAT3^LZ zZs#S{I-gm!Z#sW!i#h(#Whnk<(fzIb@1n21GIuIo=q*j_=iO5Fojcv;;HkN->HWnI z`WWPo+}rx{+b*-&AMziBElyr=w%m4pyUFg`yVLfRPI7XXR3jw9{8@-y)rNzd1kVBm0s2H|3Ac zlfUv#ZQm8$x9_)9M=nvl=aL({1;38b=tbU>C!dr=m@1IjsTTFx5hvb9#)0|2HDl0i@(WU*EO-f zrR>r7%eB>1LVcrKaf3?fDgKqIT(&pDU)nO%JpLU}cXm=u&`00)P8-wur7yn!^LAZn z@^PD9f%~-o3<{PB=1l$xi?>F8?2%Lcq5E6>Rg~|)wY=}vFOS^XB3^d8f!pS{aNZk% zK-I^8FUIB{Ki{`c@`r8dl3TB>$`-D;la;B{DLd2mqLQfe>|#ENjm&?qt+Rj3wqN|% z`Wvs~KkBtEy&vWFarO$uowuKfZr#D=_S2Ikx6h|mgZa7sjp&ExCO=-^WgazcZ?^2S z*$blAp1-*y_N3068$A}bA&IwTPxU-W+wU5}${51H&cJu|1OFf4%g3zp8b3ORe0aCC zPfzl&5??@qA!Xs9iJb?SV%C5%_Pe*bE)v-!`^)c(ivlHx^^_Z`1-mxSHwj?*54}x3JUwVj_o7#fYd_UJ3D(SQzFl>q z{(;-d{|pCR_oObn^@H2%gH5>L$yN97Eq$|*d9vu9tOLe;x97ImmTh0E{ztgnY3Jq- z{GEH8O;Q!FY~@(cGO_m&i)G^5nI6AZF5sVT!&;fXyzbI1(|-#~S(h%|->o#Q^7#an zLZ!P*XUi*3yFSdNtoi&s7$g@c4l#1UE@&ho4w?xbM31kLtBj4MxG(7slsizTWyEO@845{&V&>gOARW|KNUHR{Y33js3sbrsm3? zI%_{!Ww-Z1CH+%fXNu0SGw-e4|DS=^{e$|y_W6I7-22b)an=v-Zv`LBCVy0Z^lkD( z-l9jp?j8E5o~g3A)YGv~ys+ui;Z;2!D%P*t|FCPHSp9|iWA#5IbN@4(_`>+Qp7)>O zAM+pGYhp6xct6U2oBMX}&YjcrH^w+`GdQ($vq~1f&SHk=vrhkAwI}isKT8eYwLhK@ zyZvN2XVOZ#T8Ad-v?!nVTo3 ze?Ig=V3(bP$Asq^*1tZ+?RJpYtvkG5%ub=k9%EUn=9 zcaNRt*ki6=*%Ig=Gymv$=7<`PAN4DKSO@Rfxq0h8L-ASn^JnafS*>vFfx9ZhpX^8f z8E#d7EBJ8zP=C8%#e9$JU#ow&Us2j(7|Zc3x3tLr)Pm@LNcdwVt{&2QDJNuD$uj8X0rZ++16<3Ro2P~)xf8|=2P@#OtOzQaCQ2yqx zU)aw4m{p;-D7jIgFI>&|&F!*(CXBDl>$lzSlMc_+wNZR{? z^M~~->(l=;bpPT%`k#T@d*#asd;1orot9g;{KUgqYzbZy?&P^0Je*LX%q*J!SiWhG z_PQFS>n6VLo*TLj-S(aNcH5y9IyaS7{Noo|-s+hZ-!=j-O(eY)50Vg1v!hgGaM)bCorDtCI`lI!9R z?)T2WxnHJ~zw4j&hx30_ZY??UHl1}NH;pFy=`Cq@5|7TcyZ$o|V z`OfLH?AzbkNmPWKwC}75>`3Y3OX<6LJMH4XD{DXTC;YWor~i%X$Ij=@%WD+>Gqlv_ zPZYiS{M-E7#=G_R=TF_-zqjZ8+e>@Q5AK(?-&|+$N?!C&_`~@>JhytzymgMb_FKhU zi9f5t4fi>@f6{m?TWP|0tL~~iug*WQ8i^mJ4{sbP$})gMr#$I8FG zbdXQF2x>i2h8aKpXL!5(w|zzPkvf&hkJKCALtvVRdp0+oY|@T4&QE4GXT9b2*y7z8KjXgT_67gW?dMhc5&YrU`NM1v z_14dG+kHj7M_`iQ1Lo~EZ@E@2n76yQaZdQ6iw^SKbywzZ&hPv(Up)55+Ih@?ab3RG-_>?zKgy1l*t*^J-MhQ9W~15iQZmxv9 zV}7D+MnxVcO@Hw}xX=C4PV__G+=sSCjDKe*W^Fq$iQ)DY{u$eoA}0B-RNMAq0sr~; zw~W6fee`dsaV~x&-@YsN+WLntQ;gm7Gq~?Y$UILw_}Pm8Vd_cd_a!GE=Kiy*DZluZ zt)(V)jr)emYQ43}lOB{E`>AY{{_$+x+=~wKv*LN{IR1qGIQ(e++t@7Lpi8HoIeg!B zZ{7OoaZj25T-s(K@t{P7>#y(!`!bpJe{3QPP<5>Fk}&a&L}IQ{Sn! zZN&oq)A?=jpGxM*|7X~ENdB+3=&#AHB8)!||E|0lbL-#5syUyJotAytyXJzBMT#KD zN%;>di9f<`#tB{f@}EKA-)Xa7%VrkoDdcn6_#8;inRr{`N$|UMYxpni4eDa}GvP<@ z`?5A)9d z3{Sd#|LbD-G5ulu+uV=xN8^R|m_JOaA7srF*`;6#3^<^p@Xf zb!fJw|0;DvQGZn{vVo;{%Sum z{uBPAHnXx+=CkVEQxPk(yS0}be?Qe-)idCxv7viP%DOF_oGwhw>^F8xh z^}=PDo49u`wGm0+JdpQLwD`mekM&FHljb+gnt!-f==YI(nhnvff9=T@ih3fpWjlM> zHRawn1s-oi-D4WRSdySTVh+T}M&+l?4DCYT+SJmzQoD*Np!4d&hOyq0gSGcWA^3>tJ_EZDPC6D`=6oZa>TZqhTZA&m7jAh zx4dV+H#+`9PsRLy?SGU1{hs`vp)bUqz5Yq$&i@SSul;AZAhbK`^U@&Cccm*9Px#N! zl6>Sp!x#J4^55^w|5Mce!_CJ3KZEnXjsF>HPyS~(uDyQI@>}P36cMMiKilr%sXpg_ zg8jn(87};1SW|z$sQ%+A`-c)A?f>%sI{x>&`hNzQb^E$(*ZgkRvgAj%O#|IMyMAeW z+x$*u#S=6m7NcA7`o&`UIa7Peg}guht0MOv|D(F=h;@qQ_P0jn3B})!udTXTY2Rr7 zL{R^4jr?EM?D^syEB(5s#BFzv&c~>`%7+Z{C=H`j?hI@lpLRS=0XC{~6T(Gl;vRa-&KD|1R$Qmw&>3^M?DUf6koe z-ua*5Maeb$_kZU9iIqd)WnOgu)~Eh+zrw$BhwJs9rB%wQ|7TcuIpROV{!jHEOHjF` z%U$JfSwktPVW50+9h^_Per0cdwx-YcpP;|+ ze};<=*X-Y~wEyu|{zF&A{C{0+pgiLFpW%4+=0)8bHd∋R?z-uFMht8TKvt&+vFl z{UOaq^}jTvj{p6t{+~g1-MKEkLnj{FquP4$KLf{dP^2x$mj8Zb{-3hlRvNpxm3#g( zv;>2)W`Jq`?^pi+tlj@8%~Su+u&8lO{r#Z&kGI~uSoB6`khm?Tt-1VBZP3|w_78Qh zDc)A}-JdyeH}m{`w%IpUAOFMopFyFs{`G_Z3@@}}DqdY)>OPC_+>18{F1AM9*&H60 zdS4mjPpfSC@BjS&>Gh-Vw!By`{@Y#n&;5yS{xhT}?w|hI*alp8b8M+sva@SgE{JVJMKZE%b`I|TLpZ+;>9>uBX4qps*_k{XE=IV3Y z|Agj)is$2N>L29Hf9#rkG2XYV=IX@P@@TchqkVk;8BT02{?8D<_CLb{)v~Q;?K`J6 zb!n`W01qo;=@^7h{vrI&QRqLz^@INzE`;q(+B5&a{7)Ry|Lx=d*R=Iy-+zYkx)twE z@9*0yc_GkM^r5_iNT4eNE*$Yg|38D$*7JYs_Wx^`dMBL!L;OG2?D@a`*8gSH-m!kO zorT7tE(Tm!8#U#{9gMSo;Qy1w`#(cG`+o+x*+)MFQh3Y6Wol zE6`Ph@o7k)YwgUB$Jf-z{%4q&_Wa-e=>H53UT?Fzepvr!P&#}5Z{7BP4O4GjH~FU) z#HF!lNg}R_KF%M-Az!;b)ic$fP>TQc!~Pf7bv5h1cYiJ3t@qFBOS+@0NO(&vWE3Au zaD$wc{9yl|uIu(+fBk3p#S~r`V}G#zr|7!+*I)lLd|_GlXy2J14;FQ4FyO-LSCIhrse!Jd z-_noEZTwLF&vo|vUw`xeGHP#Kr~TmlpKf#eufOj9VhYcWx%^|MhsL6=iLKzV>`>kE z;H?+8%%1D@aob@gF}pR@jPLx|A3Jc?uX*vS<`DPautS%Eb~pJKbR4OAFmFz1xAyMn z*QGl)?QDA{royQ>!D>$FlfrnjA9G$+E&9)JD0sz(U9E?gDBomw`R~Muz%Qn6_Ja!c z`8WSFT=%U1VjSfqv+Bw6;?0Y?w2hj&G!`&{FiJvwE&Aji%YTLmF8jZJsQ)6m&ZqqM z?yv4;v42WmoNMaRSkLhb7M@JcW-q&!WhA<_WkdX)!aGTUsDXvz1Au65LkA=aB`nv-1e&*u1rY| z-IrPRviRh$b84%ntW-TM_ctdY##wjIS)PkqiZl;~$#nJYdf#DiMC@7t!<1=3weInk ze_dCOkys^nXm#uRjMd-eP1e+HqH%hzJ`Z~Z%- zBk^bBirn2B-!~m=lslaJk^A6wVUFbM2|RwrDtX=i8ETChe_i(#Ub1n`#9g}#PHmdg zWb3$I{$u)~YF+cg;Z|+)SKRe3&gPuvIz#WIs9Q7xPjk<_<(H;^tG%u_@73qSpFPeq z9m!K*`OmOgu_3{>??K_4+6?9!8H>8uU?qm=W8`>RpMaK{D}T-hMO? zoy%TspViZvo2VoH-teLOm1}e6311a8*W6zG_iFL{D~z$cJ>APHysSHvdBPagY$Lv& ze^l>v=+Yj~mHU?R6z@7MGl@lW15e81p76C_b4*nwuIA5*-4*kxZgc0Vr&^vx$M;7| zhzp#~H+DA3mFX%7ZC6^nZucV|L)NWx7*tiK%n!W&<=@s5*V(k%H>`SCedGP1>)*ai zd7H4POPjd>npc@mtyt9c+xT&R1X=+jiki1F|M)Bs33T-UNBExk$FEP9GyXVtd-Io* z99y5d<-oxAUUv4mUO<4A!+ipP~Q2Gvq~Py&KypE&2oy5>i}2}a9{cvif4bBN#WgYSuB zg>4pZWBU(k>kDz;(4YCPenU^us`aX{kCLkKe6)J^AHZx2gXbIIe$d_{~50+nl-ktG}F=pBjB#xq3gp z&$Q&iiYp7^9xFVk6Fr>qZM$*S1{K47UnhE6{N7>fzqFRMYCW%3$z!>E^YwQsL^9X- zWQ9!GSu<^ZB`qRFu?<4gU0nJ|dd4k_ zXWb{Z@fgGwahqS(V)&C~-}aw@m*utC_D8Au&yqaWO8kBENy`8E_Rn9|$GL{Mx&(lx zHyhZOGU$o~Iv`@M9;se`gO&~LjluQ&`_uN&dj50!MOg77`@H4Bu6B3({F2|snknw` zrT#JV{j*Hg|8U#Ch5bg&{4G!3{=UDg;?JskJEiabs7l!^-F<8+(|1XB<`3(n-M8+X z9onea`+ZH9=kdD-U)5^A(7sxc8N6KLbLHN;#|IYsCM5?gS$g`(mfvUNWgKg^ue3e9 z`u3bP(QZt?eYIFJn|IZ%#Gkao&7C_~Pj-%ZFF5-C`99 zjA1W;wgbqo^Vvl|1|O>G?^^pt`SPZNVfe{Hq&*vbNx*<7m+DZE(xC#zK?T;;ju$y0uB=N7aiib||j z5eanlgf#(J`mT;R|55kfuy;S# zf0=Y$c+YZU&-pVu|2^MZohridVg8R`P$y^pTls(gPX1>&_Ik~a=m)aNhwdrN54fV2 zquS*i*1{osI!~{CSD#&Q+*EMek(mpc(YQYTXFzI5Z3yp2X^rmra~{;P+OGp^S)G%2 zf#tjW3_Io7{w>k|^79#f?|C@=k8AeH$J_!l`>s8le{oym&nMSKUCS zy+5Qp_5Sg=o);R6x<2$TfH?viO-ca;3ov9FE&G#F3#0oC#Q(HPW6{1dKOSGRL+^ha zMQ?h~su$K|6$uP7fL58XW*MAbua45ZtvZS_J~LVN-@Ctocc<6ORv9l?)TMpMt^wo# zTzDf&|6`pzYRfx5tp-+ZU~RCYrN+HYdyvb}=g;avIr(QgG$-#X_@#i$Q;WJZaJCK3 zPn)%DX|iP3`GDQqd*&WZnmIxEbwkw$t^6MzruTpGyo&!J@}J>xTxm=!hwrhVtChw# z4?l_c^<{C`THk>me_Z^}z{$4zKZE03@Ba);^Z#W0dMEw! zKLeZmt9$AH8SM5;{AZZ?eoJ^Gx?AiYDqOFBVZ5^bLGXWuUisL=_4W@A|BXKLpW*rS z$MTdyJ$ z?XvsImYeF$;q%UhCAA6&aUPoU;qdh@Yd(s;2wkY{?{eM!S;_~CHQUyt#)<8HyXwH3c)^@lW9{Aajuy8J&w&34d0<8S*vf8$GUR&jUH=&-{(W&}(I(JvA98>!Mh&f-{~4aY`n^Ox zw*JJwFIj<+^=M8;_tBgG44=Q&UgBT3|4Dt7xgC0s>Y<$6zstXc|8__0+0=i=vQJXd z(L&~fyRE&}#dCZAGdP&+h=9{OgZ4Lt@tkNeNC zaCY#2hW+RNGaL>1$MRw8y`4+E%h`6?HZ48abF9NdMQiRIgRjRQ28RV44=z}$clVIV zs;6H?Ub|O+b^9w)e`xQO`WLyo|1<3O{m*b*<3B@dH7Lv6F8|L^H~T+BU%2=;m;Vei z>(s-)ZLy#FkI_~B!}?PBU(%ptd>K3s68Fmfiy0^vEc?&!cuIYW|Ig`<F-z5`{s-1~oj<^QvEhqy)Y z?^^z+^$mgUf3)wq|7*Lw|M!>spn0C~UHyM~x7UAvx&Oyg`J2N3Qh&4$Hb*ytM%=2G zx0&v`6tq3c>nBh7?=yevPyDS{`p+=2RQ|)iH5!Y$p4bN9swUUF|49GOpdk65;q}Y? zUqsehpb4y<|9h!_#J}ao3&THZ)Zf1UJM+p#SJ9{Q^^n^(=w9cUu2c`F~gcXUMghrLkzw=BMzEA+islY<|-Z$NyB=|1GsY5wR5C7V*s7rgo zSEnv5?+mq_JNoY3Q=gV8p{2yLS@;H5W{k9F?8J+)cjq5kFLEckGsVp8j9bmlH0%8z zuPT3CSA682)HNGxtK+MpW?cQxaP`#kBKr&dPb$~GO3V)KH+gi)A|tKB#??RFYgN&k z`Csd&o~hDUZB^U)ZK1YnVrp@@(z<6JO6dw!5BR1w`R-QU7St2^Gz3IDT-HD8~#SdTq-FcU<)?DU4gVx!d z+h^Sh7Wp_O@y4~U8>YTkeWlr><7&&7Zly(C+H)>|687hKp8Dg>{~4|a|7p#-7LJ?= z?;Nk+jXu*Xl_oBl zDrG71aB3TeT}$xhtw+zS&wgdpRb%LBvRXvrlE-tdRYsocrrkeq>&`~@;%rX)1D|C6 zHFRB@%C)tQV_R~xs9WpaC6m5dR%ts&Ui`|d6zYA$jP3V2zR-Pbn_pWV3aHr>mbPJ~ z)Wo3XU7%@z1)%Z?Ew!4)>LU-+uP;{nU9W%T=Q_pz4AblFFTB%O)b;KBY;Z(?`nFp0 z)~?FD<-7h?srC(BrE|<4KTdv;TYe)1wmUwG{jm*(7H1~z(*OJA6#HujSyz!8 zb5(m&daqt=3!U;r@D;BWcpwU9o?X_WE)B-D*CtKfbt(Kr^8S12um8Ef{we;ad&Pf- z_OFSqBH@a!TC0v9@D)=RpY`R0z^$4OVoH?U;I(^jFj(@vTtRVW=ySFns1zW zP-TL@irkDxOFqUQiPb-1Cpz6{=cRW-&s@UzxTbiz@wrDVl^Zyy*eg88oSXy}$O(5q#!(FYa<6rHpyY_cF|GW2};kMth zE{*j%KMUQ}MK4ADC^DH~dgPgdeQUVnpX^zy&5S(q6WHAUGeqqD`+7TbSd04a8^y7! zv$y}8ajoap_t?JfqY8RcRxMyq31Ijo^(^Pn=Xa0VE$%(^{FA-xWBi|{<9|!!Ph8iP z-czL0aWvA;QFiri>!%S{OP5aU<9j!4UV7rH*k#j`=7o4w-srv&VkNic`X?J>w^grp zH^#Muo7!GIdm?mJ`egP7zshy(hi8>c>$)B;ue|Aj=0Cyfv)&zgCi=1B=$n#d+oPiH zUpr>1;WSnK>_>%v zTX0_Tl){bW*Jb}RL|y%`B;1?X;|%NW`BOcf%ny7Sk)X=|R`a)N$@}b*&tLR5)rZHN zkLCG#ef^Q&rxktvGpxR4*uOsN%Eut(mn$_TN(;B!R=%=7ztqxxL+^*%Pk!Fs@p`-c zsnr#mv=^<^dvNVk-3$4WU-P5x6|VMYkG|!9D}M9dJ@=D@dsZEvS~TaaNMO896=>Xy zebx^|6}V}S;eQ4>{{IZI{+~ow$33(D`>1aJlUlaue=q$n|2fp9vCesicKM-svbEK3 zS@WjdaSFHey?L(o_|nAS$CErhKRt1B-fll_ub`H+Iajae_N+d(HagX?8IK4IP^GVqGM{lmQr=$ zH2W3ub3;C|_msL^Q|meu(soahi}7jO{pKc5yL~s-bwAwH_^?HJwbzq>70c{9Y%CYu zvzssDCt)b;DU;B9^LgPp&p)p#Et&wpxwhxd zG1KJ0>hM~V+KX>eg%@h+-&nTws(H1+qAu<8kd`7vC9z%E$GKO(cmGp4xqQuz_^p5Y zZW#Vd4!B*Oe4n+qb(2-PsCRfK%R#%`<15dvH$7Ps_i=6C>?N@;!Y1kb>b>Ho$uy@Uu#NA15$AzF zbqjj*Z+?&2RlWK=|5;@lZowT5!vEH^F*ba&Zalv6>-xm?D!51Yv#-5K05w2iQ_<{a zLjqkH2sNnJ=l$TVnOqU~?0CWF+;!f${~1yn4*oeD-f?YztBqs*!@Z&TZzP1=ZYt;R zR{ACXaorg<)x_7Ddw0$AtDJt?;NYnqJ6)--@z3m!+%j99{wRC3_S}#4ZrKHSCA)t-JFYEvJm#+_`#Z`$fzD}GcgYUw4f4+qY~CNXS0HSw5-?B8rD z$vKx>R7F!$t4pjt-ZAycS{qe7-(=mJdA++|=GyWX{b;X#c-mK6>Q}V!X_@ZK=h2b{ zzpHDOXTCfy`gv)2y~v)_WfjZr9kR9KKGC~-xBa{>;|Yd6hF{hRZ9Z!#xHkIkX75#2 z7U}vcn-A4}HPy5Yewlsi?)n{puA6n(50o{AcKYUH|LV{&Ndf>dtX3 z7U|*Sc-Uv#8*4V@a_#kJt-3QW|5*ReG5Oyv{wLW}10tImC;2g~U7H`iZSQ7*Ba>F= z^G;)y{rg(qf0~7U(yV}^g3SW#HsLF0U0vF7bUA1BHm~PqQbw)Xrt6k_FU#Eat91XZ zJg=D{sWZO#FHOmoITZwNGe#w;*Q(;xESEONa%JaR`#<5B zf99Oo<5{mu7YVye@p80g_%%;!&6k=H z!z|s>*^KnOS4z+Xx1tAI=8T0LHOQY8`lhPPCw39 z+yD5>bGEPMsm+?yyXaee;k`e4J0ndZ*KYoN*w6x$myf^VEtI-8w>p2#`CJ{LEo-%N z4o%*#-eg_7gSLB#L&cg?8*FFvF#epNee(5!kKvu~N*5@2 z{5zku+}e23@hkIR#{5m3k)#+E*lW9JP07;;uPKU}p+A)V=2yQ4oEP5*4D64q1qt&&&$^X;F% zLUp4b+IQ)Hjo$ri|0VAjzfW_{s@0{b|DN|X{GZ74&i@S0f4l!@*uSa%pq>v;SvUxBMs9)ivvpdZpKQ_Wft50FAdePW#WW zEBMQQ22i_W!aG>M3xj@HhdOLr9D3;w%36W%M)})6{q>*qNd9N}=f8Z9x-{13{M-P_ zAviGevsD_48l>)KYDTYBt!cCV`>byNle+yA>rd?J|4|<%66jhaw*rUX7|;d?NE|T$ zbyTrno9ifJWK)q!$M1&s-wT5VU0xX7|L#>c{~5@6vIlW3FGKA!uggLoK#P0k`|V%+ z%Fi**{~7fD)i1mg=qmblKB(h_bA@5eRacP!wtKA${xf7n*&e^OXYD4D+fU!U;j8M8 z+W(({qu@Wog7$w7{~6w_x{tIfZo&GwM;~RmZJD&~@ARMYo-Iq}a_ru_f0p;BbWIdZ zEB-UISkzx|{?DLL|1I?D#hCvL(W{?+*Z*W?+x0KA{z1@xh9`Z&{{$ZXXK>{I)A*m^ zW+00G)vFivuf6)|_w=9a8{^OF|KW=NGx1dYAsPD@ivJlV*#FkDf5<2QMc_Zf3HiTM zOG^U3?%Ee$^q)cDoAyu8%$@gthDnzGKb+hDve{zvifzb5&g%>NlSty|Y+ zw>|vyyZ9$^N9#@Yf6%P|3@ckGRu)HUySVM@NidoNU-oH?VlC@LuCI?^U8mxAs4SLm>N@>e7!_5YT ztKa|r&Hty>kIb3tDjzX_`knnJ>^B<3pZsz9&#|Aow*O^YzyJN~`i~)%NbFY{zmELb z_w=9R-_E9g{>S2qyIIB-~aw~|BqERNbFLP+N3&g z`uca|V7>Zd{m%xEcg_>NEpka|Ucowt<+Z!s|EpX6pJ9L7>g`cphBJ0;Sg)}<((d%1 z-lCq_?9t3#OCG(uw(raIx^qY8Z;$=YaQ@1FhVLIPetW(D=dbzy{zeS-&cK(dSQg#WtrtY|#$tQF?P_{p#xI-KqU={#O5MJL~`NpZ$LZarbX^ zpgGAj(43_Fe}?Y0U0U{A4CT-MP(J79; zu=(rzU(%-bzkmE^_!BFC^Vj#kytC&2{Zs!>Z=1&A-_C-6?lot}yW zM#}qudXBhoF=Q+_PWB%_6Zc$ayjHh(sH}|krrR&@_(sgb@CDR?>YIS0 zCB(4a?o$2ZoBQwEp9o)Y9T8CL`ah_@+8^vA|NE=GXI<+ljYXU6W`G*zxbXAnwW`{s zOI9AQ-*f)@pI#&VpW=c48Tem;2j{M0wCP|?pm#PX`(A8O1M8OjyRWv%zvgQni9f#Z zrTyP6pk-P|K7z(-;0;)`1}(qVqAu+>=liVVk%HMV24%Vag7s66{b$(Yf8|$?{0GGs zB7v^OvWlSgRJh4qv(JGO)~-=)`uogAobl+ThtAW?TGY{-xap z5gFGfKQHr)oipQ%%Zj5#+S}grRrzzi>Y6>}_RfE=cAkI5u*SP1b^FYPv&{NjEwm0# zjQ$ngX=;9DVPAP<@+5~=Gsd1dg#V1>6HJ9*T3qcZY`5*^)g!R_Ii5t zjNl{Tt*KsH=bK%#l+swV=kg_Z7=C`M{?B&y-_L(qt9UEFP5#dyclO`Ue@?qz{AXaQ zTm9AK;D3hw!C$7oh*{L7t^5)cSlm{*t>l9X+2j+Gq2{b$WSvYZvXDm9)I3YwZTc#`8N(J1ZamEy&i_5jy(KbxLdV z=^#nRcZG8%-Zy=5s84RL#ktkF`|k43U)yv1`jKYH3H+8wMiu>X@O7j;c zF)n+xPySlTjz6dW+GQ;M_n(1h@hdln^?@Jncb;!s`*z{xZC#$v*fVNcTw}^4zW&wx z$MI3%qucya*}H2zbs{1Iiu%^@S=c)no-O(7)^5M)dCmRCXa5;;lc(yhwer3hzi;>L zUl%@BX~!RvDyj1C)XzygKc$Z+`C;jq@XM7|Zfh;B^qq}=51P{g zPstI;7?W;suFF&2zPW}PG7m=>>(_`$j8$fM73GnuW-Z$40|y~kK&&$RgS zx*k2*M_Q{gK7aP9Df*+cdTVvg?(G{}(?6^}YA*IDlDBuW;C#KvzW0AhJ^p6T`Dos@ zwV&_Y##hspnbvo-6f!8=pAzsCcPW z@mfElmhXZ0G{0XzfBwDAr8O_ViQj5jE805s?47RNGZi}LG`?=I3N7HYU{<-l>yPba z-5SNEFTY)1-5VV-{aO5@0FiC?7xnFX8*{@(|C)N*n`!Sq{XXw*apph6<`CGCbPz``A}&upRJCZ?Q?qyV zyVe!|YS3P|abn4NPWM8V#I6G>$5+ek{Nw*JA_`0H|GIB&+mgjnYd?E$_nzl}t9P~Se9&>{L1Rz{A)X<9vlt$CK{t( zE&C(t-@Qq5*N6nVCgj2Dt;$f5!1%P9!docodUtU>M_CRV%UZL}{O_Z>tE;gy-seX&ap=yS32xH=6K+b z_LWnQ)2-$vZF^T)IcH0&UGMuFE0@+EGX1;2?(mbp%hmJm{WU)RG~%8`)6e{%>h|#M zmJ!=}Sijl*`}hQ&+cKLIQsk#UeUT;4T4C*T zeT!qY>C;nQDk-Hs>lkIN`kk~V@4K{qt*QIvdAE|ScDe?%OncsBTO2#(p^d$6q^rp{ zo35{!$v;0_Sn*KfeXhOj_2P?mdbhJay}WpqdvWGQfz)0%33G?zSBigKpLOG2Y{Z@J z*_QV>rwGXMah#9(*6SH}`+%_fiVc~;ewv!fL99BX@P`sm=RVzf;2AxcEl+stSIW z{|qh3t~+*LdFrur2K#LFr=1}(OtqCJZ}mMd)`%|N`}ZQh)jE|q>mob>afAy0lMEnX}}{ulfF7b21&BtX1=OXe{cQ1X}mPR|;96 zG^ZTAKIt;r@}%|EKUBK*v2^sUEmX9RdHgH9DSUek+dj`d`o+mRDz{x%-S(eh(}9G4 ziL0-kycIFG+W6^@eL~Y>OD}nURiA!Lj_bp|rFs*2gtR+3c1)9SW_a@F_HE1Lc{|Q8 zb^d67Xjk0&hbv3p8fgSQlh}7brG-JgU()h;oF)5uiS=3^&3aef{4wj*vFgZs<#T%~ zoN6vaJXpUj`_?@33w6SKq#C((q_UNps;o5`>y22;1J~+!t@c|J)aAeI_B=gfPM&QQ zIc{RBr#!p*b-z*BAJgrBL@Li8{LjGWUcb_FeU@Ul|K)u(`|oBloVPn=Y2O-kX^*RV zXPv>z?+qKa_PO`nd)hE`@l<0Zr zVIvs*PySk+?48$QA2KeyJYDys!zZe+cXRU`vx9xc_ZIWJ&ELFSBE&o7)~oyZ6W7^` z$0iwyYF(IpDWH4%Zi$npV?b}bS{rxJ|&()r6(bT6r>-RtQ)rUgweBheh9kcfJ#k<>=F9WUE`qaMy zoCQ$}&lu9$Z+xE*6~sC(p1*xp?aV2gl>2urU+2Gkt5oI-5*<{$ljxmgBq)Qnj3$F^De%1=j^Hj6OR49=Bo1e-Gi@oQ@@D5+GDcva!=)+ zd;1F?1TNcXxH2f{>8GgLXY2bE_C;Tr_wef5b78uR8EgCZ@2`5Uy&I*xStqpT&8b;! ziZ|b{eDQRv%!gO6bD6p{)-i(;FnISYY{C6jl(q6DqUX_y*`G1_zmNR&Uvcn11Cv~% zt4O%vB~ZyMx_7~kzFa%OT${QY=69dl;y;QuyJos=d2xCc-{=Rl?Al_v zh`s#A;*%d57Jr+nyuRe^_qqN(HL2z6-M@J(`mH;|QbStjNy(jB+x>F`KZLDJUz~mM zmH5W9N^U(OE(_)!N!}^jxyDP|ykn(S*W&WDj|VQavbQ&FiO;t;zE=M*^+o*Wmn-Y< zZ-FdjZk@ic{`|6~{~78ogVtrME!wqz%SYMkcPi(y0uS!Q|61?EsmScRg2kQ{&`*AwJhvRq3FVsni-WAesTvAwSH$6e4lnb z_x1(t^n+1L_jNz&)(v{8T9J^Zw~-;@smEg#zJFVLT?-H82?a$jzP8rObmgfz+cKAb zw%*?rXLQ*nI6qNtKI;>=yLacGca=OLaZKV@IH#-V(yGhr%`M-ZDTuI&(9-JFZ!Iss zAF!xPTX+Si=cc^_CGi$~MQsf2&Zysg{E+VQ{__pB_X0FK#>h`IOzYXm{o_iLSz@{?1*?;+>Z4 zoONYCMj{T3nLKB?x~BEE(nEqRAxUc{1iFf7q5aIt39Ty#?;`H`?fIXfKkYw5&3^{PxaPRpCI1MwDPMO`O;CE)5SgLah6&D%0%?X^kEW&eG)kN;$HV*is^_doWl zL7i;=5Ks_f!;}U)EclUW*gmPZHOM{aSk_|Xy}s+3_JvFT`)D8h%Ao#0`+`7M(K97D zS9>D$CHJzSgjsA!eWQKouUQHI8SbzA<^4r3&{cHe7rdhscyk%3sKSQB3m+h#J@D`~ zYH}^R@SmX^w6gYRoYFsAeoxSuX^yTUVd_1g0u~p>)f_(XLA`a|*Rx8|J4{c$5!K^K zGjVcM40-pkeVskmeauzs{qeeUqbALobp6WL6=?xWeI1X!Ah^0b60&wZ_wSHhT~4bd z@yKb79d${5%=xB2%4&O;p01d+`WDNaqZ?dzgASv4`1)7ah0{;Din=FVyZb9r&XdnM?ofy1VrApFL)G za?U5de;>C0p}hR(@BbMl{Ac*}^>oidztAUlUADeC@2qw9Rp7zkWh=~6_dZ_t_p5=% z+W!nc+>ihH`=8;7{lC5PANu=${{GK!qW*8y^Iv=QfBxF{tV;g&)cO~4@jpa-xU}p4 z34Z*~U|;`}|3AZe_dm*y|JD6x_$2?IA+CQlD0o)COZ>Yt{9ohK{|t>T2NrGr&w%8T zFZGA)?4Q5?&!G69;p+>i@x#P))FyeveWZZAg{R1Scj%#V(42>y%eT8ft9e&GYu8jw zzmhq*XRlh{yW9Iq<3IW~9*mtetN)#t|5^XYr~0i6|E&MOMTCyUzm@9G>=*cVt^L#f z0~+W%b5OV9yy^VUVD!iNca;38{|pR^`hTEo%|Y8iv`PKX>5u$xGwQYfFm>5KjC+N$ zp9pP(62#f|gUZ$5QS7@m#@Er7K9q|dMqT>w4)>WgpjON}ZsZeXs$;|t-v23wVO{L0I?IgZpkECt$I*^dP3+F=Rcw5*~m%;&F>S9}tvJD91{3E1| z538!Stz4dIwm$+L$p2?BQr6q||Q!QDlnjQE+DG!E8O@X1(f79JBKNE<5wM}f&)H_1eEpE!!S-w1K z&<_l_8GGw~^xC6S&zKu*RPf|!yz+Rxa@Q;*w=Zh23CFpP=I0y8KC0h6+tK$?1xMYE zxqBjc>-K5o%&N&w$K`g2oJ^jiDWw^>c%q+VL_+fmS8MB-m{Z^OE!J3mSY)!-MyFnt zzJgVYRc5`+{lmNVv_QGphRJ{U70<*QrE<}SJQcX`m>rb{{x zO!|A~JHD!IO}t&>^da}iA&IXyn1y>zN-z4)aNlP^-4@0xfxexWBCdJdjg?4^^mCM3 zaCrs%Q~*$S2fR><_|)_B_ObHtd-^{ntIgZ=uxAP^d!2Ld_ScA+e(_Cl#JaNE zgyXZnSdIFo%QdFOD>8reUfFK8VP;BX)0>GQsT&whSe$%St686Zx9H`&^)~h+~zG9rwMY_eI-Ntk&(7vPh$!i^gI0@|`RX>g;3s8|>tE zZ8wio+}XRhFJn)4!eQ3y3Y%+<7VsaNA-COCBuE0*6$wYl{d-Z8Zdj?E;Nq=|y0n=< z6KbGxi7V>e^6bT#=2lZ5=eDuv)JA+`zB7ma*uIjFmRG*I{%2@e9{8}7yWPWm6XWH- z6DKTwk$u6YwzBZCz2xl*d!Gs2-kIjHC-$22@2P*F-1zU}uaJ7#oVQ>8iaTuD(&Ns; z=F;n)z!Y}jd(>yuS7>Jo#m+694>~>se%Mg#+*JL}-W-uYS4CLwj>K|%boa#Q?g^^y zo~U|%5aoou9rfsSHGH|D=u>%dJB2$pVoyK(%jd6^BC&I4{GKKKJNC89`ag|ZAE&;$ zM*XAfzt!b6*ME6tcis!0x#awrBmWtS?=_0oN&hhsUK4e{bISgiol0Ahzi&Q~X+Q7& z`Ad5%krp3MeHi~?Ip~l}`&;&Z|4#nT(0e`d!}bGK$6NO}+AUlWbHiI?+FA|)>uGml z`AcPLmNnRFb!jYsZ3kgQX*R9`G5@T2~muk5t8 zZ|L`*bxAqrUHthp$vbR@t#(t_WW~Pn?mSf^wCSV5-lm`Pp8w`JuC?m#lFI7O{~2t) zm!7LUTFqMgpMigi_j>+{xclCFCrPUH-tBhsjEk6fh57!aU0j{JH-hRIH`o|S1)lxc zpKm}{;C~-ofj`n$;Pc0#G~4f>9WDwv6cVj%4yqf$7&V{7zAZpK!D;i#552N$MFJy4 zV5t%tONQf04fOp8_dkQN9(>M~`yUml?|<38+W+CI|G21& z0d!c@{ukye|1&^NiyC12!#7{~s;$uzR@HiUOX_yft~3Y#b&RhMEb3yI|GOS^0M|9p zGJenjT=}o}f02TotktC%$xx3h(Es*t`M>5U$T3>3Vh-}Rf4%?9wiR-~6{tC3zgdCqG5}3mHcmKNo3>UItXMNdk|9bxyZx-a-Fjo;;TFt7l zPQA12s7c3?=Uhj)%5UpI7jS1RT6(#;JhS%npYG5s)l~KG`#kf`k8;<|2h12I&6*kCfFMGE{$&i z|3bg(f8rlfh6UZkn%4qdLy{%ltnpc{S>wB@9$y|=$<%PwSRFvdYWaQ-KK!z}~va+(XvGZ|o z@X3h?ipY@+{vTiv|EDQ{cwTw*63@n1ILW+itY{G$w>`H|qMvW5}awt1(JSZA; z@q>zSQc)8pmzcPOq?D?fx`w8fiK&^ng{76Vi>sTvho@I?NN8AiL}XNQN@`kqMrKxV zNoiSmMP*fUOKV$uM`zch$y26In?7UatVN5LEM2yI#mZHiHgDOwZTpU$yAB;ba`f2o z6DLnyx_ss8wd*%--g@}x@sp>|p1*kc>f@)+U%r0({^RE_kiQrin8CgR5fG1|`Ad+2 ziIItgg_(sNL#Nz~4os{_Ry;>bO1x z-CnojgUE)r(JzBC^6x7IG%GF}B}LyxDj{c_Ukc>5KJ~?X&!E z^}Rnd>+AideX`wUSJp}#uV3ZW{#_ggEOW$UlhL%ZXiocxj(fjPJS^%lx$-c`jo5 zba{>#3q!o@)lL3M+VAIDeY+fZ`R!J2?v8i4dW#|#%rc%jQG#g=e}N-ggZiR<`hS<$ zXX}PtkK6rW`=Ot?585u?lJ3o192pfZW6)w2qVXhO;rTW;&X3XcBL6N~9o_!z>9n;U z&0bw>`&gKfZ+E^we)5y!P#0Z4c>mVv|(lO8)T`>-VaD43Sg& zp<4WyS1fYvrQZ(IzTKVrQAH;)?U=h;*kk1#3;3>e{n_@xyxY$5$NeMM?n!^x-*1y% zzv@nVM#6uFmcESbEJ1HS+pJp5wd7NE_|p1ATmEjUf1&!={*TV%{|rxNG5r45_2c)q z>JR2`4VTm;T-YivfA7aUf8Imszq9WCn5nl&;h=)=Ma~=B&jtVR!C&Kf*t(dK_~($o%TM=h3qEXQZd9mZs^s7p&?jyfBCP+CGCH^&b{LmOuVF z`n=f5M;y<#d)_iEUvuA!WfPCk##O5mc=`^yJ6>pD{N?Fdms?}^WAaDk2mD9FKV0uv zzg}&_rd<)GzFL`QF3gzCex_UfY3>?Xug5m&%3Xg|+`=7RIcxJYS$8o+X{_(wpUr>E z`Dj_3)$SklA6~uO@^#~c=(u=CiR#XG_FWpE_%1AYdqTRKxrsf1e@n*tbG>Exx3(XU zvZ^>7eYGY%b9vL6OLw!BUMk-`@L4InwpoS8s&Nu~)UWn$Za*IDADzqg+4uUwCVrup zUTZB|%Z`@{%W#I)w=@|XUgn{^j)8r5pr`VZjB{^Rb#bO8H?Xf<-)LuAchz2Cot;9K z`@?Jd|IU2a9cgzq>(C+2)`Kz6f-boo$+J{Qsaa4s=K}lvDdAK8oxG>_k-x8wGqXATvnYoZ&S~L znTG|=Sht3j9j{$bzJT9n(SEZ(f*(#l_J7MUy-ss>w7A$w%bvJw@pThTnkP+E(oW#% z>k=uE<&F68pP{Et=ik|QVTB8O+zU(X=9qaFF57!@)~#1JJLOVT{$6{y;V`>)o2)BC zU0-0p&6va0sjN>ozi+Cz7IFLcsly8Y+?Fk1>e8SH^PgLP`}(0>`zC+9_MhQMx!I-v z3~AXDqEBWQZkeJhqbYoR-t5MHi!TY;xBp51yD7)C<6_R5KhaCGs&u~uEGasf&oS@D z1cp;@tq)k7ySrT0D0}~p-jBy0^sd{uqC))G^^Gy7Sq^dUw%)52x$y2W<0)G13eQ&m znEoy7hyL2>ljQkhUJC73^R@ft@@Hzd!XL2)%l`~AuD`ASU94KxmuFKV9<*je0PyG&UKECsVI|Kit{HQO#W2Jq6n19d?+;|~v_q_9mXT`p~yE)G4q@seS9VZv# z&rasP8KNKk--iFTIryR5cf&`q&b4>4tW2NYzj3BKYf(k2#<~4Q4=fa==ja*Ux2azK z=KQ*f=12K&`X8O=e^o9VpC$I~`z_lwmxSIcnXWKos+zV`RV?f^ABG5Mh? z_^$rk`J3)`?QmGnib0q zADJh$|I(N0{|u^&uFR^qEpDNFx_*Mp2I)ri4S~1T{5Zxh_($w-_g7uD{|sSm-@`Aj zxpjzpckTh!d9|I}%Q!S9ef;-g-S)@NkH_=;k=u1Cw{)&`z?D2xlW8t}XO_K~$klsx zXFE?sI}U-(1prGOaAfO-62&!P~y4ZbioNi&il;tYTnpV9)x& z{*UwJV_9>D9}8Diln3qTyZ^iHqR`d58{{fxOznSl>U@6?!z-zt3UVfClHuz!L#)qd@M!8-r zWw`d!zDRS*wu5i?rr3W_4*AdUV9`CJ%eghIODp8GJDyz4e;@QMqVZ(cJ<|lq_S|!a z<#tD3n*5J*_rjQ)KiH4lQ=DZq;Z;;ifRo3uk4!QfzMWZ88*+jD^gO0Ln=kLr%$54j z5U{K1(xv-HCwkj_J|Sc=F|RQ#%|?SEW%8x{?*2#Tw>H$D^!||kk6(BHk6nMxZu;<_ z;g9NksmX`svwzEf+umV!^jp9FnNNF8e#^T(aku0-BjeZcKIU%>Zu{NuVwiW}g@ydD zKnJSPII6v!$-OD|xzb$L>c5dCYXY=&nOE(!OILT?R zPzfzCIIO+XgIz-5IeX9b7x#Pe7hU-$^xA3)L&v%=lFxm<-uht7f8hfAbNM$bAD!p_ zq5Qb7`;os${NHA;ZGBJE=AWDtyY#_C@u#k7mTAn5_x9cY&(OB`hwy&}=kx!9^6P(` ztx^4LQ6cU5W8%kZ&kt=o3v2TeD<*H56uE23g5%sf4yGnvb*r!mzaIbLXgs(53;W0R ze|Wb2XLwS@@O6LNe+G$v(tlj9>6!Gi{pkPg_wC-DJEz5OtW&%#ks5S!k}3PNz=q

    3n2wvSZJ#Q~7Z8Kf?{v=t$ibq=ZE(r z@4eNBXU*GRUR<7*^Thk-!xD~Ic?A`Z;wiF!E7r#@;GecX@qV|wfSpQqoci{U%l7|W zDcZYr_igbcBcI;#fWus zO7fX8la{16W%qv+@BAlKcUF$&(w6eAR~}q?KC6D?!MtUU+-ly}Y~JwiyQJyuKh8he zAKY)h_O1BG@tAJUuCF(BZ+R@Ked?fN=W21xJ?iA1OLY=8`5%_eUmbJv=8yUA;nUwt zHlHaGcJBD`y9q@*{%9~iJgsZ@`P=NjOW)_Oy~L|_=v&0oxoSHCRl+7Jxqs?;`b2AS z>j~DK2PD^D5(#w)aS#njV7w9jZ2epB2j2Eg{~4rmE*~_%9v0x8Ew(bbvvb4)}nd@%;w9iytnXf9QO(Jl`H`i9TO9@9xvReh=%Pu05<`y`g^B0#>=x^Ojr}e{jEd z{>}X|rTkt0v_G8xqjGD>nYZbT`+nP$_0)xG&$zFs{8OZ`Z_ljlzrFud|7U1DpSiqQTM59+>o9>(tlKr^4Nw%Mh%erSC<3Ss)kMcLPA3dMTH}^yPKf%BI zT*AZW->T0!_h#SUePQS9z8UY|?sfA&LsMVH>X1u&L?7v-)>PP3@&OB{SBRaC5A^c1wQSodr`I*2UhJ{Q1PXPub^-Y_n;#`y z^Cnk6IMFweZ()W$>)zc{#V#*t$?Ko9z+RJ~MByYA3XGk#Fsv3^hFhxSAFl&+k6{raw%`p%r>nugr8|>MLSoc=Gtv9>d?>e{z0Q zFLiu)*6ZB0H&F_0s@F|^x_n$A!R58dIQj3I`Bi^K7d626;lSem=?G>r`=&Q{^3l zb@90it5$Ko-fkgzv`SZm@x%7Fp1;k0%=i3QdcV(3`sH`2w%MhYyQiHxA;0Cu8NX+S z3!YBcuAHwuCz(O&*_ZXVHb2g9&k1+FlDp;h?H$uk3ujf8G`&dfE8E0Wdumekv;EE) z3;568=l^5+(y-9f(kgTrKGdX_2Ki&`f zCO?d4dwEazvV#20ZDOl)Iu&^LI{fS|Q|(mwH7PrJ}kWU0rV zlRwE=tzPE(%ex|sKbL;E{-FP8e2<;hzpK|4T-DWCm%?AY_SLJOrSAgl&uS+(_OUxT ztiNc_{3F@pLwd`W`#c$8|J>#;Kcv*@uXFdb;kz@QN!63Gv$`1mZ2OV=pF!R8;eUqT zGK&8hE^UloX%grlKgWLi+^J{RzZGA3-X>?`y@*?98I{`{1$rj_XJB%ZZ>^pBP&eQI zBmbMt`KvOgD?MWSu=vOsHnWqm8~a@CUcEZ-SNp2Q0{)Zyt#+1I_euYFbo%Ho*}c6- z|IRwG@pwhgM?saGcEw14H;X65aS#79@UH&o|F1!g=Rd;%>-qmY*6)9@fWNa&^xw7n zf`39kY9FqXx>DlLc{F`hRzZ~Chp0Q8qOyl3Ejj04VUr@iv{vwUXvO9uavVQo*Z!D% zSo}Xj!qwcAZ35??EZOaRUdsH`t5Zd5+?DrMO%-AMbp4I>$K*%sM|!i5eEVl|{XfH2 zrH$LRSEv4#5qOi9&Qo8~J?BB`*;;Q`5ymI+Tk8+)p5Jw!r*HOBlgza*FaO=_|5-Zg z)IqN;F7wzPRM?uco@2{??9WgW_T%^mF7ET(W*xe3XC$u{BJ*km?eC$pk zUuBExy)+i^pY7-WA^qt3Tk(&|zw0Bn?&`bu^kUxD$hSRV+b-yTaN%PXuu^(5sp$Bm ztKZb$DzDAD&-I@nJ#t+QZ&k_eUPYZXZ=M<)*Pkv>(k~tBHGg{F)HkK){{{2h0v~jK6vRgnj&eWUl+s!iwv0|E_v- zWF&EW^~qCcu0AH8S(@lHV0kM5)2UzeIr(UXaCTY74t!o)cz?l2XIR-P+- z8^ZYW@`L-gjvtQ`_;9wry@a3hhthe!O&#tcnW@E-U!AG>7ctM%W|HUnvcHq}XXH!O zME>Zle|TQ-Bq?e5(wm?^O{<@1bOqsN6349T{um;GI1CwTT_ z`olM6yFwkk<|s{bYbwg2}! z|9_SNe`NnNOiX+JZ-4ZE1_!UV+2^Kus_(qEsL%PIV88Hxh7120*3{oGs{eS({-MN2 z`@j6Zj{p6x{+~f+-M+5**>(?45u?y{&F^+COa32jHvaz^od0e7&ro~vKf`g2{|qh3 zNB%Q>v41W9{m%S9MZ11!eB1m^X2laUyB4Fn<@Jljx6bb_kV^HYm5Ig#IOI)us}7_ zuc&&XNoV~-k&pI&MR=3{{hIurq3_~<29D*O{~2B^$d>`}E{Pj?khOeviIp{rv4zb-aV7<>L_IG*vJp(Pj;#sQ}NzhC+P zvyPoB65BfQSp6Z*NAlgns{WrrcJV(!f8qZO7agwIzh7zp<84_yX|DmU1{=fFW$^U+X!ZgI5z5Yq$&i@SSul;AZAhbK`Sg6Xpry9hipXGxvsSRw7 z(C)tUHD37M?JfI1OwAU2`0erABDuqV*H?YB`WVksf4uoW!}Z`lt;LTGMKv!Lbzgh& z#b}SI){j=Mu2*L+{`Lo@?YwLDAJqK+>Gf~$Vs;pmkqfq$2F{mVaLzwtx- z$se2SQB8Y+YS)rQ{cm-`Ki4__?Qi<$e{|yC<)D0Fo-O}FSp7ePxcjXdQ0Y{*@jpYO zQT@kKRgwD4r2Vr$@xQ4N|5T^b|JF|ZKf}V^5&szu%(VZp%kJ`{`d`vp`~PrG{?E|8 zQe*LNZ_z*ZC)6iD*gyGWNBge zCx0U4QJq;*i|UJ@K=*Icw14hb_;>tZz51hb_5Xyx0eE~({eztOk6n{5#s`+wxK4a6 zkCr1I?c@8;aAGs4a9Rs0oXWPIweOtP)TOaf0z7^X8pB7!;qo8i|G8$*|Mj>2FQfK` zb@mVT|LMAJ|Mk~@hF?r!TXs!4_oz!_ZHq{tD+4ZE5KoLVrr>u**N^0XHuC>=&3~eO zYxU6@!~YC&{QntZ{XdBw@BhzGUbo_FQT+FJQfc6kS*U`s;s&FDz>_OI7C{ z6$y;yz~vT@_ydf1A>AG8ML!(>Q(^zN)c!>H)^McY>X-lb?r-3$C;Q)LU;Nj$RwOXq zuC@bLbO*YMFdn|>D*EmDv*T;f!=mel^?wGXv*-WTZU5IW_11Nhe`-No8jF@Bx{3ra zx{7+oUU^%RtM)u-Pws{Tt^KRz4pdKW{BeOP{6iGFU9}mxi+a?Yp3R&H!l`-oml{j7E+^P`Rc4$Ws|eN&Gq`m?XkJxlATd4 z`^s;k?YSSh4{jIcNWPxH<7cdr*ZrTN)~NB<_5O-;uYMo>&mfd?`C5$rt$)XJB>rq% zk-K~2`=(>N>cwi*H(jnVEnboNtM|%wvkfy-BAeb!3`yODT5&tEky}2@ zw&A-v^T!1&`>&PM+9k67Tb-Dx8GBHDhf9)efxn;D(W!UWe%*B^GUjkGw-C#O6S96* zpDfnTuJJ3i4Xl5td8H!O>ER{8Hw`8K8B$U-eo1|cZ~D*h$^XrNhSy8>|B_s*$`@J` zyz}NoSJ9b{;KU#jz!<0fu>Z%0`d_c=C#=sxPMvc0fA9WUeD!4gz3Yqr@i z02GHS*XFLvdt!L&_G#>za?q8D15Rn5E4bBwdlB!9Gp8j*nC2*YBjc>wfGy9d_Z#rdh{AXHF3~ z(7WpKj`#g9V@)#?=A=q^uGIT&JgGP5sF%=6k;i(s7xyme(mriF0Teomx-^*E7jA`(G^K*7i73;E>{RrHnzf)SmS}!;|?p z|1(_otp8#h=lodL{OC8qXn7IOiWhGV@!NgyJ#nnC&Ejor|3PhiA?_RcGvC#3=qXyY z{+9dn{q~>Fm&ZJx6MC|GcBid>!lEv1AxNs#SirR7KLaRbX~+C$xc>S-!wb&X*24b` zAlt$~ExYTWmfhB+SEiMV1iI!Zz=B1IpQoaZ*Cor~rC4W~%n3El&v~|fwUz6ik-f7Fk^ecIb3_V1iIQ1BmS5NR`fBf~#kDVXco*jA@&;O#RGFaj0*;9X?s?;9+ zV)3e8YyF4&4;Rc$y7tFs>7O&6qKoDC&U5zs^X*^V6pqOc_}ka5J$t<)FFE7!EPbUL z1_w(|=-l^N!TfQ3^b*$)SC@cQiy0Uj*q7>pszhckjYSP0Y@y%0|C7!gkjLs@aK^4J zM6VW~%|CL=(N!d*2UI0!pZrr>S@_sq@^*#2&xCI8O!L?id(HXx)IU&e{CDwJ_?qy> zn-%JhbXz|8CTEvttIV-Jyuz*L&hts~vv!r;nN}h%oAdU|UvY;`TYB7C*j#$u6PUt- zKg9p@{5$_|$@KpW&ZbZ7j4s#2CyH+T=rX;p?~KCd_bhjM(j}7nuHN_~wCSV5-lm`P zp8w`JuC?m#lFI7O{~2t)m!7LU8Z&+8j>%WPacL~tr~`5+2y3HM$Zta*?UVS=(9iy# zVcqhdT#t|cXV|?zq-v-B?^|E$7p`^{2|qtS3Dj7yvsCG~i|Lv9dds7|(hrOG%(6XM zo@Sr%%CEj9e0KQaKidBpCYWCTTT}mLb=ovz()+?odWN$Z#K7RRe=V3ObOywTI-8SzmPukCQeH_bo>OX^f zZO}>O$i@9<`6UiaHJm&@&hl)*uWNIw^Vgiu)e+jVRy*g=Ek*w1~tAbaHESmgs+jBLgmV!x(!+LH{nYC~GzWX2Ue>gt*qO0iV z<5ydu;5k+>#prskD7Lh{U4<&Eb7v70|g@p7siX) zsIU03>fRw+yKIl%%{%LDXQUTM925B!w*K&2q1T7+iEqF3KBdibae2~(N#WB}N*TU? zS=ZE6bMBgGQ7yL-!e8%ZYtt`PH_tI8i4kYKwxyyXe9a+be~iW_?)& zs=YK8Kw1U zzoM6;4UUAitITT`=Z7 z@bQ0!yZ2Yw#!UbFw#xp()kR&}&(CiJ70I};MU}>)eRuxc_}Y(}?eG`bpoD{t(Zb>e zYIiCs)-%1(RV3^XE{A}`Nvk)|9RT8!nVLc2iVYWh33RR9`Ew&i_wvJk2L4`;oBMBk zt=?_%=kSy+w*WtO8^QDbr?wQX`_FLU^ve4C&;K(#T77yf;rx?7)_=CG>-xl#z5k2R ztN8Cf|1o3MR_Ll!^ zi}n8ZpTYh=gQy#_E%Gsk|1;P>IQ&~(^3VLP{|v_0U#wR^4TZ%>7WJ=7{Le7|L*n1b zJ^%cV*3W$X6)h`1LGk1&ey*rj#V;?}PTN_TC^4m3M(==d<9Qy-7xrAY=IOO-PdDqj zE7|L_UyxJdl-2I9vHW?9_RRlnANQYO;pX7~4Ey{4GaSA6cmDeN3pZE(XSjd-Kf|M! z{~0n8|1-?~kn*1){gM6jkM3&%{MMXHX9KKajZ^Vj#kytC&2 z{Zs!>um8>8>VIu#{r~;52aWN3Ym@)EpH2SekN&5B0$+=SPyWx4{`&qGv#k2>AOAD_ z*k!-@>-%5QruM&o{Ac(RD}PI({@EXi`oZb^?I`u%diG0trW$K!=6v__w|P zKg0ZbP$IweV!a5uB2-7Nxd4uSIs1RL|FjAE!fvxODE{f}iPy+&V3GMb*Xv&-T-pEr zH>hMf&-c>!{!N>USw_(s6V@FKa(p23Rc`AvrI6Kunf|L@oGrMK;}+l1v+8ikn{|77 zXKBg*aC`Tk;f1;V-w*XaR@pz4-u<6p!JYpM-w%RH&r`ql>i_()?^(6{E#v3{yj7xTZB{LgTH`S&BUy4wE< z?%w~4_xyi`8u@=({V2BCt@r*{r@yoPThD)n=a+v!@^y9o&%kl_{$IA|{~7l2|7Q?& zN3kn>>3;@$@jHiqyVZYw`S+vRqJ{q%TJqliYcBrJaGxC%;i#6azVx4Ae)qe?zl-gE ze);!fa$vxJhC}A%{}~*2{%3gK3@W+N?YsK2{`}GJ2LCS3|MRQ9#&gArdejhEfo|ig zFZ-WA`aPpQsol5{o{lG8D6ja=d?BZ$;bQeg}?r1P=5F6{&%ms`OicGU5jK7!p1((X`c`3f0|VP zGpuj^&#+*v-OLC6KUuv0GsLt1XK;*qv-IEl;A{3PpCe5)L0cu-n z&SUw{Fu`U2*AMkyM3-N-;r!2_&{_Zb!GDGq+Obpi-+fhe{Hx8H`j0QGyuVm+X)M}# z0@S7jW36Yim)*-U65ZOeA%4&CR{7wlq6+_zkUPunp8pf#OOfWmFqy8tjhV~Sa%N?LQYd`1|MOe*f3~y#e*V)Mv#JW7 zPhxNEe|-ANx1#>Q-^{Z;~jq1yu+f#g&ESj_A z&BUm#Hi-)s#fRzV7o5uXs-|VcCKQepOZoixuiw^j0-td6;POS+-f9u4pXkn(P3| z$&}>Woy%TspViZvo2VoH-teLOm1}e6311a8*W6zG_iFL{D~!?3yirRk7mHo&`Dl`P zdRma@43UuO0;ltholSCOx(Y(ul@_mw%Dg#SZPqSu6ly?*wro~)X{_IDXYt~X;eYtN z%<9NEq*0)&>n9(t-{XJ%Pyg=I^>;OY)z1iY6+KbTn)f64@cQ+&3)Wt`-Qo3IbGPOB z9beXH)f9Qk)$EiszMgqB(<`9o@~mBNH%_g%GDm8;UiiK1w#A3*@{C8WFmUHkc&*X#Gz~Q~qB+>YvB$vkRCeG`nfjzT>S^j};!j*6Uepvi;{= z_d|CrC1SEBY3Qtd>f)bgbo?vx=T-9*KK8Acb>w1%*M!@L6&-9g-2PDDseb*o=*1ed z02_mr(#)9o=S7a=7(dFFs@V~h8S=zG?DytLp_L!6#;mM%+v2^+O>Fn0*SgWplTKwz zhNT5KGnuXKd%VwnY2ntFai$mEtp8GeRcDgvEQ>!EKK5`1OIm(?Jm>nX>$7JZTa%@q z^?q6ZF58|(C91B!MXv2y_C8G{(6#dUDsVsTJfcXy{1Q1|t~(X~?yGI`uX$niKfdf$ z{UysP5*YIY))$v+Ojde1PpIz^$6?V1&;Bsm;ve%bZP>D2C@X)Zv&_3q$5k4+a+oD8 z9*b^%XrZ_8;`!Tm?arKv6g+-6_`3S#TfN%<1lPZ1{3fsd*3!D}`^$OuTEEPtCWp*P zKe1*@{k7%iRt7h(TFO^mzUto=jX#cU3fnd}uq@d$`IXhb`PX(zz4%ke`sv=1?|kd? ziZCj%m|ubM{8_%jSs$x)#oDgjTBT^E2%~zPbN?{u8aI!I$bE z-`s!S{zT}hcSrv-$i*$+Jf(ier7!;(3>I~1&-voC*ZQG$=Cmr)qi2s^-4br>6Y_py z=r#re%kOG?j&{eIkGZgn*Ju8B|36Z6Hf6L z_dMzQx$gX<8Ug)6#3~- zUu1hfdb@4C-dvdryUb<_vPE1;Y%bxcb+=zzHKEjQt>xLz@yovbXHb5YeVG66Vz;Rh zzwN?TXI4LlbnSR!`1)7)#E5&b5qG+0Ti)ZGA|T7haXxC+yU!ul@)mh_F5f%SVr}B?ZZHT?Y*0+X~~RKd=@4C)g|Y=zZ{1rD+LrIrFEf1{839 zeR6%qkJUl3@khjGH8BZ=|73i0_dJFbLAFfC zTrbc-W>k1gJN-~Wtn=de+jrH@ zoU%!|f7kML{>!&Yh5u2Gzs3B<&i__X+28k0kS`MWz>jJmP-3*Yllh+?}UMw+zH@{QmuYUD2MN zgZBk>b*gSwZIiRQ18PB8Q>C@UjxsJD6OS~7m0N**^znRlc;LNP*TW0hBA!j1>&)k% zzPGBP>%uglIl@=-f6TKJ<`0wjbyZc`_07M>dw;|hZOYgjo&LNnsqo)v#{Mf(k4)EE zeY+ny?^c9rW>nbCR`oi6ma1p77iL|Lvi-1YtHQ^2w-=8uT+ik2|MFNYZPTtu!|&nQ z{O6T_hD}`QEbL_R%75zdk8Z(BI}bie59_hK@}Ge%)5vW4gRs6A4Id+?CR7_rFn?AE zpM2f%(R$%KuN@pF{+)N#uPj})f2IAUoxctn9C6yRSgP7J;^nCgQ#G7|R)6%oyACv# zIj;&_CQ#70W_>OfPL@~A+PwWIK4xA% z@-SrOF`1KZPVOl=VG^*m_pH|2U!VVKx2*nkZe`)B7*4fAt3GsCY5Zr9S{Nho#wGh& zQQz@8c7839kklQZnz6JMIwK%gyW~H^@y+%7>L;w8>hJlVp+D_EL(P8%#c=K2;(scu z=A8@t_t^XLpF>?5>xwUOz1t)D;H`1oMb2TRE-TaI;N+ig@IMW5%7 zH9oW`yVCI4q2r7j@5mk7WpHV^)cn2S?rf?4f(Y~e^1R<~ zx8Et=Cbs#0+~M?`+0SMkQuuEAdRN@!ML)FNtA8(&D~<8AjM*&wN5i^)&h^<9+98`S zZhi5U`^K}0%5Gdr0e+7R@AMtHUi+VcTi@wF!+c-we}9+%XAlo;C{Yx*JgHf--#O-+ z#i`4^S^;_UqciKZ=h%1e39Vm$DzLNZtX~kTZS9Tkrsu=g{AW0H`ojL_mq9})ng1D% zUZ3~laBy?PN6~AGb0#ebdUH#K!Qc?9)pbCUTyEHsRlQeOHG=u9lidOO;pK8i%_k?cB5*e zd|4x25$)t+uibTf{xf(z)cUu1RZP}&CeID4_9*dn*&kaG&Sotr^>xnTjrSW5pK2AA z1l7JpvhW$1se!Jd-_noE$|HA&wGYdGeDI&)>y`fuicwoXRlNV+`RhN!#P5~)zn9wk ze+ISt`5u58uh{Ui3gph`eAMh*7WAK?eC2ETE1xzZ^+um7fchS|Fex1X5y;MEv{g@G z>l^K#2k^jq@t%X`QMeBdB{I&kdhvNFjm%dDYQ37h5%z*_DBeao%OtX&$*=Ueq z8_l6fDii78 z`Lw4ys&;r4Pb$y;x%BzXse5Mc|HX0sKSQnj$HgZ>LytZG8NOfq&mgtgHSz1JdGSU6 z8I*VbR_4C>pW#8!e}*Sr_k8dFWl8_fu&@8e#V4SlN4NUlFa9(1MlR}K8}jM*^q=hC z+{8EkXE?C*Kf_5;JjTmMt$g}j{}cb49{u$H42|CZ8765XobNsvG)yS@pW*%Df2L_& zc3Xo_zl(n&e^Vmv{C@_f>His2!an8wXLzA(|MyG%v3|Ap|C)^dGu(IolXX_4Hf#Cx zJNr-AZ!*|B{~xRVKaaJ@4wXZA;OZ=mUswJ0ch*m+Pf4t{|HBpkXJRx;DA*u^XSGQn zG(Z&oojCNZ{)fo^pGw=2ow@X(uF(6S%PI4C@tz5SL?A3jDZ=C<(YAXLrGVedb`)U6f z9=!l9_YVBeuyES@e?Rm8>FqkDefr;}BjxcW^(Q|4o%Q+m{hxE@|52LN|CeWb{rA)L zA4}>FX|4dxzm@-IsM-FXK|D4UwC>e<{Vw|_a%U_5zW;O1|DT|*`@gp6{lA~?|FO&d zp~#i`7pc4dGwh50&(OVYQ?cA|7UR4z5n;q{Xent zAG)&azZl*9&v0KCRCPvzR=@VWe%Jq#eREuW^?wHA$!L!5NA=U|HK2vN?xo+||1{rR zZ@>3H!_1Ta8PJ^Vj_j$@YoJxI%Da9q{^$7S`uuzU8O}WU&w%Ri#VEdd4O+h|c(?ZA ze+Gqb+2`NaKP#$7bvI~PKC-t;L2HjY-tBwwpJ76^>GSXVKilj-{7Yw6@8omS&*zCb z&2~z+VV<}6+Lrwf#peHO`c!{^^M8h;A@`7m#MU+KtqIdwqV1*m_09ehuMY+GtT?*u z+q?e^XP(s~YYP0&z_H~&!x!<%|NhSZr?o3fn}1!{yM0gpx%*#zd>4|@jA#C5Xo;%- z#eMQWL*04sNW9YJ{|p!6{C|I||FP=jip8&|?q0vMenM@W?frkO`kyW5|8QOYpJBnC z`QP7wW&-LD>DvEgee$1SfBJuhu647z>~==)0%gzPZbk49;X~J}o=w!fBlYAP*K{^x zDMf_|tI7)wUzcyqzuJ$w1f+o*l>)584qVZX~$>wkpr>i^5T zz5e^l{Xd?{e^_5C|4SN_D=*i7JoSZ3`|`Jdf1%&?KiQnmw0{Op_2>UHJdAr~|HTZH zGnV~lcs!;4(B3QcFLHPPXV~xipW(Rn1&zfwoqvYk*?+=z$$y5Kf8YN(Z~vd6wHlOP zZIOL`5tv? ztk3v}chY9oibY)vqX9;}Vu=XYkk zICL>|mB#jzg0zT}i3ac1B$scB+t(&lWATyMbZeV>p2dT=c+Lbdx%wnMDnej~Gk7-rFQH`y^+g|_L`Pg*r(u(|;t4hL=nU_5U zUp(hn{vx6w%b(@t#jJg5n>WwNYuQ-Iz9PWSUMBhDdhd_-JI}YReY=`vJ zt}$g2U;k>$m`MpQdv&F(%i5Ud*jB9%hZ7$ywai|3QZ9DYkNU_(hIQ%!@DWRQ7Icw+pf`>~~F& z;6H4!Sh%f4Vb$gGZl2vntE0AjxY6aXRm{9N;&;m4HyZ{J^dm9ePnBfo&gQkgm7 zp4ksiTynTBJd@#{XiWOYb$j%%#JnGQV%1o5&d_DQ0}JYXbk{!0_-# z6U4nj0~mxf7;1To%?c~O7dp?$FIe)=beT2l*Q{4PvG4QuPIlYArQKRSJGH#Tn1$!@ z^#y;<+CBE&x83Q}ZHvGwJp%SxFTZ+kx%4LZRHwhSU^Q2}^VM1Z+}kp)#)cPYU+DU> zf76DED>i&y@ptj33(tR@4Hq|+FM0AR+dK2!(oYY1c9(yVkJ|Z2J7nt>j~-S}5ew$+ z>p!iX&$r5X(a%>qlXuRR^)o*HGA1Hs_pPL*PK&qezW?+lH)y}Esl`{L^X==uJuk8R za;NyuYO`nevNL^xj|H|TM{%!@@BBW^Y36^1@GZ&maa&hDTH<~=D9GT|iWoc0K8xwW#YR;^gPN$^DeIM8~48#{%T!N zf1rIqpsVPa67cv*%;l2XXWg8(ZJ5UWea45yud?P=vG#N?tMIb!Q056^RI`ovdj3(p z*PDZhi{t#~-c&6sN;VW)EP7(y?M;?1ZPZt3;1gYF(?j9q}Y% zQP*dG(1KI&RHGJ3;k)WHnCl zHgD6zy6fMp6OKRab|4QD{om*Q@E1eNf=~}GYz~*?& zKlr6Xe?sS_h-)5qVckFV< zukCFEEmdy>M}kP8gS;tdKhR2~dK7g4@)>x+!LKls5lD@7uMfuYT{e9y5O=n+Xi}%7 zY_fKPyWipqUDtXguT9r6w=AqU72#EPY2EGIqWt!0b|TZR-Fh4_i+N>bdrr~W#tC)t z(-*GQ@7{K6&#sbUrx&+!TqKhN+juV+ewF#R^?CWN(67r@{3^cflOC?IN?_8R5AN%- zZ){bq&S&tITXb-#uf>ujbDsX$Q~LF6RYm&SjB}Iwb*KGjcvf>SVc*)G#hpDrf6nWC zo$_}3{pB+seKVgPX0G(?TzOL}3%hfZ@wH{U_gpody<*a%%=hWPCpLdJw{3My%(ngd z#;ok*zRWpF{Kav*m%g;pZ`xA6f0yF(&?A$lo;I{U)V%%Y*}}vXew(UpX&2u(v++tn zp04w(#TT`+zrRo1$9&QLp~S^Jy|0!*nrV#BPX0^^WoMWl=Uds|wN>@%AIHiS3W}=r z6XbR~Fw`}K-WRV}^`9Yr%3@*GS#y?fRsG)hE_>dpqe+Syt3v*X{+Ri62G^EX{-PcA zd*-`tif!uBSf_jo+~{~|C;6Y@1Y7;DU-^GowP&xJ{BZuChV=go>zDm!xDeF!pW)r) zul=uTuGRnXivRZgMX5=kYejp9XxcGP-Zu;<{xiH5-@i9(jP0FIFmMmrKmLr5$HJuURnN+}9b@O$$e+I3!k4~)XTC%%2TJ!gU+RLwM zvpI90XZ~pv{yFp5o#NQMElwGeIz7}AleRgp0Yc&M5_F& z#Vw6R`x3r5b!jZ%lSdl!y%27XGM)88``)qt414^qygm4zfl02>RV3W-61d8`SK-IK zqNMoScmK^s(_9L_hkQNx<=Z;Gz49@=@BY{tMfM(j9Mo9d)7R{H+NV6XoSE!n>vYTHl#_Vc^H_g8xVsf~Lur&q6q^=B8Gt!8qTejh0^xqo-_ zm0#h}kC!Z49~wl|7Eo1-(*g+$ER~kE*gvTuYUAk%Fgx6c5Nw`66jj7d<)2> zAS{Yf5lFGi`SbQP(O8>fUU$)@^QuRjKG@+ekaLOg5dptsf@Km#`>*zWY~u(#QUubzfin zJ1G*Mx|v;-Idx9o?EdB3Kd+1Gdbzr9ZJ5obD!DRgm4gpgReQLHZoT^^_Xn|)A#uL0 zS{A3aB%kKp%XKW}M^37LW~lY8+c&<>{}EXw{^wU#{P(x^KX!e-FOgM{EvK~WO75hP zuGrZw4Qvt)%PrJ*tm)EN-?KW-X7h~-oyELOvsZdrZ_SMb%{c{Mrljyu-Q2M*X=0(#M)+gIO?yV;TC8M?jgG-KbtuhW;GmJ#3RtC7@ku!DJ?7MJ$2 zeMW1mR&9A(nm4!Sp_f6w){R&750y6kXP6f*|NX>&1}S?K-qRK9-oL$*Ui!WMpy98n z`Y&fmy?qmYJyS>P)gpua1`N+t{xd|ys)tTHY&i9^qPn%`F}taAT?=Z9Hm!TTJkz*7 zmCw&@i&gU@Yu`PNcJF<7>aC7l-DlNX^yl@P zy$dw2GY>R(!cg!JWjtu-e+J~u=}Tl*Gc#&M05wwLL0 zx0nlMX{8y5wp6CA>$`?J>9ccgddQBedMuL@Ln~ZlMe2J47HwPKyEeAy?2BY)R=4J7 zO`ugoPp!Zc?x0EcH8m(ZH`a&Qp&njQZRvjdXWjDN*|q)iUx2pURlE0rGCl}b%v<|m z{!#H?Ywv!Jf2q1oz0xmjvc0kJ-}6HY8C zU%q8s8tVl}8$ zoImI1omcI6zVxl8#h=)u_uG>%YOD+XCwMmcU)${Wpu-5e7o+gjE8k4q|NPT`h6Abp z-22bkKm8MU^* zn*U2GfB(n#|MdD%IH_&_8Rnn<&%ikSC%egihUp*O!(EH!f9T7)|Hb5f{bTTy2NFl_ zH1B@~`|1Cf^*`}t{%6pC)VHqdsr^HltNUMM?)%Sh96YCj%(I;){jXmC4_o{bnals; zkIKf1o~l1&xw`(s<=X!Y{q>+J8)RO!j`^Q|@jrO>pRip1XMdN~F6}A*8Cr_N{xd9G z_WM7B9CTI)Rp47h{?9-AKSpa|JnX$I0~BYK;ggH zaR2kq`Ugh;85Ew)|MX8|DO$6Y`M^A}-PcVz^B!DR-w?9HaK=SWme%0iZE`#QXxF0- zKgavV>&}guG;7lJD@QGLwDS*t>02`|LhOL`jljQ z(2l!mQ_;tk*Z03j1MTJd44P0%2W<|U4cZ(A-g5VMaT|D}jvHjN+vdPHf1XeV8Nf-nEq&-}lv+2>v(bF*IkXV`fK)W@$E`OhHM{&(+xhHZ0g zMFQg_KjUm4xrzj^`lC*O#U3p{KXYMs*I%CxpnfgRcF`Vlq%}ZsPvfK!r+-+R{0E=V z^U41E))!|%2Y#gdhMnDjwN`G29COjOJ<2QWwP(Cy-+zY6`RjkmuYVH%NpJB#dC+$G zn0Cmb=Rj8mj8@f)`Mmp|u$%v_+5WF->+@0+ZfX4;(4GW4`>y(K=YRM9Gu-x@*QK$Z z=O?(`4Q)!HyNYQ!@9=L=KOl^}HY8XZ6gTRS!BH;ivrXTVK*Z zr}G%qP5@2z;J~occ@9UfRn;zCvVOwx`aS2b|LMQ}N&lyK;C}}GSD;Rr^Hna5mAVUN zJ$qzbT`@0mNy3T_qci>qnoA3ERmH^sZO|Y+fee;(;4snGaL`;zqa$d za7A{+hc~a~R%RuK|7Qr-ntS3ugOmNlXWLh{uJyCI-0ksj;mijgMQ!J5tvtP{{_4MQ z!xxLzy!(sM%x^~Z0=$zB|y1^=p)9g*(O)tan$(ytT!%ca$gD+2&4!FEt z=kO$f^UUtMWeX>s4PJQk=*@*rg|nV@@A`E86PL!KiQwa7;yORv{^w9!fBkg*3+=da z6mEF<-*d~?)CWKQvHZst`?v4^Zh84)QP+p_Gr2TYn@uw>Pd58t-5=Nd*)(9e)ug9Q zyFUp}>e{Ux7_L`x`ge)G?&elmkAuvgR+YR8TIqSKF!SeXE~B7uAC0xyzHFbK-BkBf z2rZl-*;hZ+`#%H6)$f14Zu`%$Z}uPUO_p&+o?a$*=YPF(_K~J~y0TE$ykEDxt(R|~ zva;lu*E~zfl_h`8-u+hN_~&@A%tG|6jBRAdx4`bAHyO`G<4CeR zwQ}*V#z+?d4`r58k=GBi6Ys7%x<1fpN&1J~ovtEbtf1jnQM9gDx#(fkZT9c9zZxF| zcfG-zFjiGbY=7pJ^$A)mg>IAFEkXk)`HGcqh>d!zv2GE;b9L4(2PMNx-5$@E_a44FT}5s7SK}9px(>XA z1q5v8es<}SrFmPXev)|qeI{rn;;(hu2VvLFqtEslv6bX+ zKH%|t57U!6R`=&|{&C+wc#76=3d%-3a;n>T{L6ZOjb+O_!(Ys{%kS1cH7!CL+WOXe-`MTD|NNFyVpL~Hne{!seOK!G7L&bpx4ssx&KCM}`i~dWwA)_-uistW z{=@#^iT7VMP2aj`z5G>ve){jV3X;!nx~qR!9TncO2h&w#=|Zu+00YWnFDfrt4Ls6;TLdc9VMp|oAK2)wZ9cFI0%|; z`;~G%an(Jw$qDm(y!^`C_O=!l?mn(`QW`v5y>gx2yLC-VF5B#|VJbdbwS(tq!iy_C z;rn&x&62sg!fJDOzDvn3zIDG^`gty{IQ#;vQ)7A7usu03_jmR#CuVd^qTtvj3XvvSRWuD3^=<|*ypytuQl%u{t+_sMsu>>AFq zLf-A(JSlzNzn?zqcSS~qmoa>M8ymN_$Yidr*iDC=7N5R(UnhT4-Tcu-P~q=wgA(=) z&->4WeOvLZ;K+9IF3Dtj1!bH0j;|w9XJk!T@kmv(=-juWTC43p?!VI)v^W*u8Czyh z@}EJ_U)o>~TdML?Ee3^ad20)K?|#1HEbS)G()>C$cJ90RtCbH4m$7Rq^*p{3uD|vs zxAeD8Ps52jjbCJU8!zvO@YtWVDtO=D;IF2KPsv?e7Z)j#v8e0k;~k*VVD=G;Z@kTBuahO6_on*6#`TM`aSSXkaGzB{ zV5-dfx83XM{-u=s=qqnfPvic0*h~UTX%n~KDNy&Z({kvD38sr%mXEs za1|-KNm%baq0apA*OMB?4_~kD-1U+7Os-6^>yv0U3B8@HvtLeSs53e6b(hAX3GihY zWVDi)%MZ0dOz&E=PUPQ_h$JmrRw&Fv~QhS?tM$+Q}wOa{}~v5zWFq_)GPSgyl3;? z?ho!n+BvuQVcwh`JyTB+v9M2z)VE6}|7!esT_3T1F7`je;Z)|s9PVLLPyYEB*w8f3 z^#0QOkK)op59@WshJ-&T-iKq)oXFeqqt~LgwX06KX0+zaf;N`iaM|NE^^D|FI>fKx37|uU4 zZSrEbz4GZ2Cb#!}+jhVFQR#mM{y)(VrTLkoUP>K(;uL?6^I>)P#AqW!$wLz=l(zq| zU-QR$=QZ627Z+Zh_V=W~j4h9))7dR@n`P4XR`BNh&<@#tu_iEeRjkT-9-gDu6u4zp z%A_>jzqWDV%(E6wfnj0c+nv|T9u8Ty>gsaK&tC6NzPP<_+T{!1^*hS<$!xi_asATG zHXBcDn^(GVI{)_Vr^@Ed`512%UjEVhSX6pf?i=OH5B7B2-o5$fi^Z1A5{Koz9%|cM z7L>ZW_qNHd#f#gDe$B8^e;*t)`KsNty=!m%2Gt9hU&wC|iaMrov3XiB?Ru;4v+c6( zzpEu7r&jNr@x^~>u~f;%gS9-DRvRg^DZ1N)d;VwO)b0QCY3F~2ec^wy@1K+tnr|BQ z$;&(YU%Ht7ty349F0Y)t=C#qi$s(40_b>0Rtv|FP;(%V>yz-QP7!+ACh2zlOLuU^ExGeKe zl|5^h@JM{gG(7%5d)<_xU7?FRTfJ4+>&|`uxBl>rbN+%FR(aN6m9OhfvKNZB zb5rD!`BmikmpA%jj?mdu=_5;9a;Gt0md&0z@t&uYr^IH%lj=Ly?$tiRpU-u;RN8Bm z!J6gIjxXPv>TI~Uqx5BX&Bhh)=I6gUvGT$cOI6+&mk+&rmi=63Hc@IJYsZ7hw`M>3 zDY{j~p(x0J|H`DSr`J0deLAsid(rcSlNtC=uPvVJ@!9LriKBD-JZ)d=q$%^evu&87 zdcM5um#CNU-1uzMM9_qydje>cK`?5WA7hW&`@UA;Jd*4S$8KE5 z`b~X(VpYeAF42$#1_OpK>$(0jv|2u@|M~CYe}?yO=Ksmtb-r~U<24)IN1R`Iot_ZJbr4z_%bBW6@Jhk*N6Lvb0ey!R^+$Y!w!zv^X4+>?91yX{xjUW zzStC00Zx7co{rfo|1kbfR-w5+)Qtb4Dtr>9S^Fw~mZ!+59P z>;37hL(>$!@=l%kY}{q4ofxCJdiP>+{Ab>+)4(4qQo@@EpQdj)v z9OI=u$41ZPL_Tm%>jZ@4uJ+`k(vjpW=VISNvya{|Z{+s`#o^1jkJSRqBWHe=?r^&k(N* zI+3LEE}B4W{CBH)8~^(EKbrsO!heSC`@daYzNkz4uw4qMxrPf9-;Bc+#>m~wJF5>P zpYi-WZT`FWSLOD(|NFLAar-vsLuW20gHWQ_w~7In4z@!nnfUH_9=pVF4l#b(o2|7S2b z@MSUcr7q2Ct@=~@p8j+Gb+!KIPyIif{~2Z^R0TG^bQOWhIDTFApW*YTc+jL{m=0H$^H-O{}LNty0I@634F8iKZDlq=|9=8t^Ut&{$%|F|38PBFZJ+y zX)L}O{13Evo_}rle}?&!{xcky|FeyKsf65=K=)0{|Evb>^od&kpTS-gw0!zA55Jdz zt;VAMRDbZ|dAqIg|LVL!GwaVJPDrj%x<^uV?Gh_!h8rCup60 z=e3pgUB17z{bw-q{JVbDe})Tw-~at**#6@pD$i9v(fgk=R`t-$eFL1TCtc7kl`3eCU6M1#{p3{m+p9aWM*SQI~D2{uA(W{pZsQ{$0OX z|3ba`KSTZPKN%>TMg34aEuY@8-}*KF7w5hI4EMi*)-#~+G#1|o`seyx{}bQ9xXoKP zICx{n(bN_9qTQkkJ395*nRXy`E9-b49{QH|NfEjJN5pbzyALj z>Ul*%sx|6CnL+&Rs{ahezwiHS$Eqyw%|dYUm%Fw8GiYbjjM`1_|J5!3&#=F(e_QN- hhVxhcGkpJW(N*r0JSeX^4j Date: Wed, 11 Jan 2023 09:03:53 +0200 Subject: [PATCH 17/21] Refactoring the algorithm and fixing the alpha-beta pruning --- 2048_Statistics.xlsx | Bin 146138 -> 150340 bytes Algorithms/Expectimax/Expectimax.py | 68 +++++++++++++++++++++++++++- Algorithms/Expectimax/Maximaize.py | 51 +++++++++++++++++---- Algorithms/Expectimax/Minimaize.py | 24 ++++++++-- Main.py | 33 ++++++++++---- Models/State.py | 26 +++++++---- Models/board.py | 16 +++++-- Models/game_turn.py | 1 + Pictures/Screenshot.jpeg | Bin 30793 -> 31464 bytes Utils/Constants.py | 7 +++ Utils/Helpers.py | 7 ++- 11 files changed, 193 insertions(+), 40 deletions(-) diff --git a/2048_Statistics.xlsx b/2048_Statistics.xlsx index 24047d39eb80cdb983dbc13bbb6dc12cab982a4b..76e3cd528878439bba6db36e6488141b7d62abb6 100644 GIT binary patch delta 119467 zcmcchmE*`XPTl}-W)=|!1_lm>91rb@yla?qJhV6Nac2b4o7tE++4yrjw8Qe69^^+_ zFfpv_6`Cx^p;-Us*v!wkTD*&hG*eEzEHi9y}$48yV>jOD*msZypKbPan0n1 z9BTFa|6ZQ||8Kdx-M@qR_5XM8ulxFb{=c7>`TswUzhD30@BV+^q@MTJ|9f^he&7Gk z+v|T`Eua7It$f|z{+IS!=S=(gxZQ5S|JUc||NHm%{J+oZ>wdh7|Nryy_4)rk9A0i; z*Yof2_WHl;=l^@#KHWdQ{_oG{*G>Qb3jhCp`~AAl=j(sGdhO=_|HJF2-!}jM_3fu` z-QUOdfBsbeyq>@Rul#)W+CBWGzyEx*WBd0fYhTs>|NkCe?r+|=kAK&m{p2`D{P`ME`qOUt3rG z@^AgGXXopG{&2rv^VNR;pMC$oAJee!omelG+?BlKc79t5pV5Dl6Ef^4ALpk%em;GE zU7e!-qA4}nCo4r?`!8PeLF?LmmG9pt=Ec{o+-~9X^M0k_%U{!(|Cbg0>oq=5KfT^~ z{(t8mYkiLOPuI7P`*8ek{pR_)e+y?Ywn^5Wwwv--BJI!pg0IKr=kELS!oR-J{@>A> zKYQ=)|MhV7{r~TF=l}n=`n_G?*EjzE@cQB3{{Q^* z>p#fX|9SuZ^Pd0t_5V&kPrhUS|HIwi|9?IIURhuFo$V{=bL) z?YI2>;r#hHf32O*zvJ(NI~{{Jy{Mgey0%xBqwJ7q|VlZ*S%8YyYqQz5IX0f14k#m)lQbl(Xmi@H4-w zui*ce>+=6x>fY7c|Nm0_QoQb+{QiHh=kNPvzs=vi=IiQjckloE^nCvxYsn}3I~@N# z-M#+br@!(0|Nc8KKcDIUr>pzx&epO2|JrT3{{!E@kMU)ng8%!T`Fr1f%AfthKQEfU zcQ^id@zvi9Mf+QO*NiG1~k*LytuI_+5ctHzK@wSS+_ch;xAf4N^lFz#dh zl4g*g?XjM8I4v)B`)PobI%aZEpi`K&Max288G8R=04v~9Lk;6LJxi4 z)=#ofDO56?`lIyO)IB#Uy*>(au6%J?rPfjDml90hlhbQzXI`BCA+})lQvFFglm%-i z9#QNR?yQ`1_;#hM#{T&q-Qp*7?K^WxTxF5|q>9NdQ(ayQ`tQ@ZHJ!C~X0v|x7uL=n zjVi})s1}}x^i%m{beHLC*OlMjSC|IyFR5Q-&@IB&snMfyPbEMou^vj?|o~1 zIp?d8id-s(5WjKN6lZ1i*(;_9+0VMM`_yZx{W^j=t3J0BlyeBxKfQQjw%aPVDDg@$ z4M`?d5skZx96hC5I3!v)BvjljO^P;ko)Vho$xr^x#i)H>-D=-W7|!O)IDszUp%pJ;$(%-y!J;V>JpYR9b6sG-6JP?zI!K%GQn!3b8#mT^^ep)sJC0?X6cJwPbPOrK>X( z5+=MmCbd#3Gxo_%g~hV!LjA#Oj(a{&ZaR=Tf$sz)I5cz%9S>^PSBIx|y!_y3VBnFS z($wH+rINiQYf0(E^yZ!!b3A`aPAb-BB2yt=RF(;<33hNCx20t z;8?QT2;_)qra`8ccAePl;1=trqQCsc^vQf@SQ?!t$fRChEF)!k(@)BcFR2lxloF2g(J&p)%!_) zDiRV?wm5b)I0{u>_PFZtTIoESrT1jd3FkIg%v|%Vmre5YIp1I8e0g!^n$~f-xv9)`iX0qEu4}*Usp5|1`N%P`dt_<1B>_ip!d}KpdkbX@4YQf?U`Sfy<6ouN8a+3_RE~ zdqW^$EV#s&^U}w*jk+KS3$~X~X|s!y9!_Gb4u8!dew2d^E{vkflI>+rpcv03$5{#m zQcIe*xcN2dd}dkhX!Ar=|FzWm3;`Y%ketE#Iwy z+0If>nDFi*#5F&cB`yI$yq;1I7j58*9N1t+;{5M zRF_<|ouzP5p?6OvG!slp3~*}pdUG*;!MVr@pj9P^ns`6&I>v9< z)CegtR3@6kLha&W?w1!oZn_Ybl2do_#9V~}o=dh-%Ic2GEWdSzf9tv~Xm^Bzjp?Oa zy{~|P$M+0~Hk}EZOW9stWHmc)P?=FH%q59bx{e?HbYajf?V$N&}N`7*nL<j1 zQ8nByxwC3gAHzbMo~CLP$Sr9ux#$S83YPM2Dkyu13oQY;&&orXrO&ZwN^E}-C@_}t zRJ#l6@MrrZ@;5a)?(zT?)b*}WkYfCOR))ySMv<30?w>R}!S!d+L~F-{eCOCDUtQE4 zKkYhDTG_z0Dc0fkO@(&|yNouE{2dqm0hh0@xIyWPr~8XR|dZ0>C1 z>{2>-D!0k>8&5aeOBGOXsKfK{#3k&LmLy-l&o*}nC)50-s?IHLe6|-oClu{IIJL5g zx46^X()LEiMTNUdK(V5>7V5^LZRKjdRSmrJdS&PJ>dx!6o!9F-uQzty&H8z=J0{v3 z^wLY#>Eh{TleD&#j<%Jqww0c3E4|zHwr`cetS<-5YWjSuF8D?%m-oJ5VQem$oF?3> z8TY1IH6m_#^qvh~1_mDHnIPAD!s`w-+X-s2?lV#7ZC7(`A%m7*mvzSmav0-x7@KRI-^%c%93-^$5j&5!7tgQw+r#GTyh2F zY(026v)F@wi3k5i5B^;q*-!ig1U&LZ*1B7APC72g@0hawMNpar_a)b=3$CCv0@HO< z0j%rz)&=#q7j#1tR=Yy%lAA89=F;jBp5A-Dd`yTi@el`l%LC%A=f{^xxK^pSR&}^m zUCCZzT6Fz{AE=J-GrPFuz-L~LY12*Xp4JQS%v-Ri+r)8^qZGUvP(8e$h3)9y``h#{ z=>LzdRs^*yZh|WU=MyG}!YjXZ9e*jt@5sX3I7y5{P{2beA5w0CO3{85kK@OCau)X- z&<7QR6Rru%g6h-5P5lK*)nz)uPh2MRi%Zn+*nQOO6vrPY0RxZq6R$0nshTob!SehM zMYpCeyPZC6(mHrRK^B}Q6kut>sOgJG(-(>6FDsf&93Pce+MZem$^3beeoHu~wF~7x zuMpq?m-z|sa{Z>lbH)}GkK@^wZ)+%j;C6f=JinkN!6kTMRw=B~l-1PTM4WACyWJ)=r%4J4HMq z?%2Jnn|cZxl@1Jf3rchuIuZB9s- z;CBg>JSRbG3N}g4DizPF9?z;Po>9u>O;0i=#HoPnGI?1m$XbcFrWtH82)a7NjrS0HsHt}yE1 z#``SHjU|)RI5?I}h8Fi?Cp<0*dtNHkf0uj7bCyB@$EEBgUtQYW{LC&I9KOZZ^wjit zwmkL#=~Q`n0(%lFBd=Eoxl9g}7pb?MEF;VR{kD$tr*2Tw#u-${TXGuR4N&;h^;~jY zI;d4=3My^aLF@iVg~e{?m$)5&{KM?E)Y^&Q?#E(KpJ3lZPl3v##Z9|G&6AfBphnGc zc%w#eak|jr=Msz4_u7HN>_GYq7jT_bZ*!12IG)pN3agpFiiE_HWD~~&@Rs^!N4K7N zo;`i#J^7n?4(NmW5`7n?EKQ1pQjWN1ZV3NVx1=jPgp-X4t8I^YLvOE1HUae{rn|om z1UH>|=KHN@Ilc6NF)t?@8%S5Zfd|ZyITPTHlwAxi*abk6W*03UR+`*)u4u_v&A%!I^eAGVujrG^h zi*{Ts92_bW=PG>co+0-%MSuF6B>xRY=L>BQH78zNu!Pr%g=Z41Q)_nO#6|9t7e8KH zbbC=TD1hfK{;C1W^?{Q04nuN3Y~9)^mrD}VL5r3 z!F-ia&JNXx+g=6+9^W%SRlhr=j!bXvk=r{#PIh{E9(Sa>45Arm$+>CG2M5D%%Pz^7 zYgd9&maP#eX~9~EkqV35^_RFGSB<#6s2bE|vjkN~Uo_MmKNU1j?PSqD%`4_^Jh@O< zq(080KQ5_1?#m-^^PlY{xcSeWC+V`HoMYZoX9G}!x~aio7tBeGU?=T8BDeR293;`+ z1t(g)g89bPM=uMM_tt>iV+nE&td$$7pzN-%;;wJ#t`BWeXM@5`?x~7Ly&kKWyYLzx z?>lM_4sOVpaPA_g(&>X1M{JUoRf?8Xot9M>Eg=o2Mo_-WS)}+lQlN6l!>C8Q&afXm zpm29FsOpo0R&YE~y>fde$${LMG`Tna2!{}_l7|gj=93F2JST|GcRzkFWYnp_&;%}-XZHV01DsO0{COr?B|ES;u-%Dde_z2K8O)->;3d7DXkf-nz@SCoQ_ z1ETHO*dw!dlFZ&?GJ8+4fI41GFJ;!MTY-i;J_*^+jOUy-U2t2Jf`r5pXo`V!o;N$X z^~HJi)%Qs+&RHEN3ku2y0!zZ(K?NX7`TTvG!fp6J_=JMWKQ~bMX9}%Txl^vZn0n>K z4Cig3>-#{(pTdN77o{vYjn;mQT)F;@sQ!)(JqaK&P_f<%4M$KhrfOQ%Yg#pR;*VB^ z0wJ(P7lh}s)N7jG`8_?sxv_s2yR@#%q!%SaX*4$&1-% zF0MXz5j3o_*D4BJ0!(2towax6mSff2a-eE%9k|;I4G({&rL!k4wpR$y_*Va-`;|qC zLHRM4Zk}fbGbS58mXd$}!7Kio$uWIl{$s9F=SjX3N?zo{_BqYqYC_a}PA66O6)jFn zcc>)o-Vp!K{Kp{)6R*C_(q|G4)RT`fp6h#YS}u5x+@}N?si{1RCpa!vfoXJ;-202! zX>roVeH-2xdg(7Tn{ju>YlHe@mXeb{^KRovi-~NHcq>1Jd1=Y6G#;&`kGCESY0j)w z(@14`!_P6bi}UxPUF@2&8+!}Onk{*rrJUK}aAKK$b;RR?Zw^|Rcx}%)wjgjQ7HC$M6V~hTp>?!MR9kbYdP=>A8C@m)8KL4*x$3+jRJieeIyIr!`t^Vbn zT!_cqBs+hD-1lVPhIhy3ox5|)Vz=SBL<9A?ugwmy)*pMCsB0)}z&G{M*4c(Dro6k$ z7R&yjHF7B~c2+<0A&;43!X?UXanR5~$Ud!{Xu2(egUL_fx=l!Sd(*hZdrJv1{ z12kn1@Gg_`d2Q^dsoYfWup;El1M&K6pJ(m*F>|&MTbRH?ynTHenj`?uw^ext}J~^@4fUno9E%3yGz)6+HGqMcU zo{wf(Jf~=0gr$GLxyd?L^?Mu_e<{jOUUxXb&njH<wEwDgkc&C+M) z8fHuhJZD;Lly<5hoU8U`aHn~xt;FPe$>Q~#rz$5c{nZLq@HM9W;GB|mn+|-^IQH}_ z+wOY?d{d21StbT(E}oMOjk)D>)WgmRPx-9k{gpczB=LGDU$f=Q80I@7-%stZ(S71` zO5-^wTpXA76s?;H@*~SquowHSU*w8k`+LXu)XucBV+(@ZEYpj59d}qOJpN>L?Dj+X z9_OV!MSc1}!OWkL9pPiGiv7Y`|=9qQ0l>uMRDNvwGES+iI40ex!mZh6&Qpg>F+T9!OJ(o+o zpmFleF>sL8uWRDBPm8JhAIA~eRj?w&Xo?ft)JbP%L$mPHC7;h+s%$Hnm-?yBaK>(M z!tE(J_e@E;&T!oln}eds#~Op&tUwXG1RlXKJx`lHi8t>AXRK2m&vVvgHd&vS47c0O z?j`xwM*8g>gB4RQrk*o}X2;9tjI*DAyuLFw;(N%cjOQ%}gEbe=&3=}0#^|uK-;3zo zPnlMq<7{`6d^^V=W6DLSwuC7VZ9HYWH@tH^6;ZnG_|4uzaJ0U^Z~Z~R^;YG+hpUPw zUvw9(KXa?Ht!$oWJloQqvUM}(8m^df@!ZXr%PxIEOFEZJir+Wnn__eeoMh(0lg!-o zYv&&8Mcr;K?GJLZR_CdEC;2wUSUp+o&f)fbZz_*kJAs_^66B0g;r0o zk=k^hDN0Xmct5^6*j%_`O5i!pW-rO7F~*=WyfSQ+#nU|-isZiEy`{INe8QzOcN5Bv z9dPtAR-c*gmbD)9yP*yPN7^jg$)-Ct>;m{Ves@%sHOwbi1{**9emQ13}5( z*Ep}$VaKO`{~!F4d+eaOc#bgJRFM3tgInx`rxcy4Onhn+x8a7~n$@7}yV)2dYdJf+ zDLO7rGQ3Sjp6Sg@29eE5m$d*tK^Dq{8A z+Rr~a9VttU1!r$i{0E-98569Q{`|?R16Gf#{IHf)hfY=gnYA}IA{cJ(W*OQp8HCFS}Vw8L= zz{%VZoEo8pO<7!ob$_?jHtyd~>s$4E4lbUuF}{1=Yl9h+&wZ`?aqz;)u;t4cr+Hzd z)bn1ve%A64*8TjpH}%$(Pf_BLS^5Q>pbXUKYKvDC2|WJ9GUf5T4U^?Ur0VCFZUp(~ zJ zjB&f+^^-FWnboS^sqn6NZ6(b=#pn?z>nP8IWgYc-{5tcFb1%EyS~_)7$HiP_Z~O%M$n3uv8`T%=4D~I>(?wFZD{XnfSc2{YLAin65io z5x_Ua=oQFei{TDiK97IRJpO?5?2)VEC7Qin9n#fmo#6J+NS4f5prt9 z^A^XYJyr0UpvrDTm7RmFJV*#s5+1ByJSFh_&6qb*@(({vDV%BWFhFzhJWxJ(wKENx z4_^H|@aiYS*BXUZNrXe5Eh(PLINf{W_ialg&oAw%vXl4y?^YVYjKm&cQ~$w_@E) zkP8_Xn-pK#dC!08gJMwZ9#gNe)exU5)mz~Qsx@GZlaQh*UM?#IAN>?xvwBL(J2p^e zopi?YxfHjZ#*~7}*pG2+hbCXN5vg|qjgJe z^L$@t%!efz^y|z!9{;;6ac`T0M98U#%5~4Jc%CgO?qv<1C#xa|-iK#Z0;&%gZ){G6~3rO;ghN znk^-beV@FUv*%5w%)@^YhZY8csspLiEznv|;^~&p6SsaAy!BIK_IK{&51_nVH3yvK z=Y8~C*z)_2fs)Nsqgy{SwiF*)P#@%G4NvdZ@{!j4^$Won#rAhz&t~bzGN5)|(Xq8H zoYS8x+D&|U&?4ki2RJ!aK$4@4wyEXEnxv04Efsc>ALke>m?D>Me#{aSu%boc@((`+ zeVCcq!n{-sP3=Q(g0+xom}&RvP;pkit2iRW?;Kb3U%d)I=Z5u^U}Uo-dk z+sE6vUu&h>Xod8Hx*KOoja--AQQLEMMuGFpM;G5X9%o+KQwC~2Wx$(Hna_o@p9^pK z?78ig_^}7i=WYBD(_bv{cuvpBOcnW>l!rez9E)z5WGbd4oc;V`)ZeniyNjn>1l5!$ z3;B}gOg5~PHSiY9lMuV(J!5i!o2X*a+nS~_J5bx<$HDY1#kSz?fwt~x-YH4^+;bmA z^-R9+Atra^)=!qVHAc5~ro97|y%)jl&RHL38CKu?EVOg7T%4F9Oo?UU2ZdC)LH9pI zE^ImN-1q&L?c~OA(R%f3=hQQvPX@b4@-4{eXFQ*Kaq1rz(BscMs*}3q^T`Zwbe6%R z)B0^q8rYGi!~PzU_;Kg*nY=Tl5@$T0pW;o%{|f47 z9g9&<{uJ^-&h8NJ;hNbFn#%LeyV-!6c1NIzT;u7H&ohsH{*evVwedrYv32r?=JOrT zbJiI>P+rFo&SfL?#L+Tfa&oA!!sZIO_nYoQj5h_9DMpVhXRn^1YsL{CbSU&t&*Z`& zk$U6q=Y`dsZx8KS{@e|c%i9glot$BF@6q;~;m4+$9$$R3xoE)@!SkR-&__rkh!a#J zrG2!ycVJs=#CK5rVS6sGrx+AgUQa$6ww$i)-M!mJqTLIWF;+|wgcqyA=hMZ`C-1%q zaud(3^5i*p>!FF*?asQMg7@y5MPFHBEyT~fs=V{91XP<(+G)&Y{{vJ7Og1b&rd{(U zb^U3k)h(b_;73p^5N2D#6tHdS9nUxSfICM$70`lj?|kKlD@8h=UzQ5*skg;&X8KYw z^?CX_^Ue#L7f*g@nfRdC-xyW{rhj6II<$ATxctJ;3t~dD3?E@><2`CWT$UKS6x4^) zg7)FeV^q(?ecSRVEw#mY@uWl%ql_sj_jo|PB6Z_~8q4SEubF%Nxpl7iwcmG?c|b*) z?R8M^Ia}p?nMzFDu^$G9Cg1mvsIROEc~+Kqw;9y<2FK?u%h}mcg_+zBKmB&(%G;qN zqm>FO+)&E4_z3I%__A%F{J*96(1YjmAen0B$0u|4zDYeecPU4^o8(JS$RW3%#iyNn z{PGyMtSJGtpKok-HLh1rUN&{k?8(#j`a}qTbUg*>3WT@1gU^YFofFr1-VN!D_7p+G z`>AAkh)PUc(4pojf#<|A8md1Jo%+f2w8rq1W#R?}iKo!Ky36;8hU=-H2e_KxdUQ|0 ztC>?sngTSF@9va)4lWDDYh(l;-s4aE(V{*1g1u;c>(b9VUKN6p4XA-Q&r9+ps1koB z9cQQ(v2SBj!j#WPHJ-OPE{1hCZKStaJ*`Q7YO}8YuHKq-k;DfIOOM~=eP-~?N-{Vv z#Zmp?F`I{rlW$Z6uDlBBzoVA}UHuDg>%Dnie{z9{(TXW4^`O3L(VWTqp6z+Gsrb-T z)@k?bHQ2pWoi$SeG~rGBAU~`4NUQ$sx%uMPLQh4M`GJ~vAcxLfJ;7aS^Y?9ilIPBG zwtInMX~h&+EG?Ka`CRz4bC5=g{f{2oXheH+?T^8aJEkXHL#YRdky;eXq}t7uf4_r~|eXp9Qy+K{>&s z0rdz$oik1^%eOVDZ*A_0Z-Vw=tLEHI0JR+IjrCMYCQY}!`{-U2|1q?t!?TksYK(9F zWN&dhT2_}hw|UCJJCee^M&JPvAMQIsUh&^*x>qle@9B24HNK;9%w;jpv$F}{_GOP( zUm$1isgGqR-X7ZJrYO94iXprtRL)U3v%_Xhq3`SFLNknhed?0WprN^!e-7>PdRdYO zZ(~pATzAZ1osapB1MZdqlY7mj>WkG<4a$!_2=rQB3>qxqoUUk~cVDbxo$})V&AI15 zgI^_ikYPA4$(Mhaot7q9?ceYYq#UFvzdR4rboZ}dmVew9@*vTr$9ZXqRXUH>(#t!c zLk#Fnu}=P=vGlU#-0Y@Y<2XsS>C-js%-&7zGMBHvxACY1td%pBaohET7`f#?7=I?n zXf3^LnGA9ce2{J~Xpqk5x%jnEkh{TSbR~YzwY2Y?IrHwfPK4 z@2jWmALGKHjdSB8!Zq)n1NV)V-nN{Zoe8g2r`Qx9NKUJ5O*qG0N49A?=9CWhtdFPSO-#r%v zo$Po%3p_>=0Pe&~7=YTP*=@y|hZ=)Uu0XEr>p3B{y;s2b{RyBF-h9U01ioVnf=*0f zeD|j^^^S!PvzF^I=B1Msg0nxQh&OiBTs}`d?EGWXA8$dCZ5u7Y919sTnkiiOZsYX5 z>psi@CrTT29;sAVRWI@M$mb)ED(_qa<(j~%(_+UK)PwpOXHL#2Y~334B~^dJhtCHs zOh6+wj*CG9D&Rm|Jg014gmwSjirpL51-e;ZKa*#`o_s;$(yrr@W{gR9BJw`|?B}s4-Vh$Ifmf$-(zfZuWR3%M9BwPJP*w-XeiGWX6rS&1TBbriY`?q zy|l>-2jw?~)Fs7d->?-+oH;pT(!-mZzpP!_I>$rusm5J!NKRYL3F%>c}b4>J|(K7vN z%|hk_?2iwu$Z07))DSoeI{M18cv5nRlH1YCy`Ze``Rp8MFdx!FzTClW#c95T@j8bv z-&C)*pc4y%CTj+8M-aF1%sq2AX$rw<1_cr&K}ZM=!o%M#=^ zx%JcXK$U|Acx=TBJhmckGgT>O=h7Ws?_{zKxR5mKw`kiqJE z{u4hm_v`w%zi!|^Hu<8xNIhgcu{ZU3%RzoS<+-nSf*b5V%^qwjKD2js``bC#%2k`q zWpd?pxAoRkPq}2hO#;?7mdg8h{^``h%9#nm3da@(VYXJ!JgRJ~mn19SZ0yw1Gzj^~lbUWqsF1Pxq0+L`8eY|ZBecFjxYF1y%$?Qk@hfoqXyYqT!}x;6;<=l59&5^8$`PKY{PT|StxB_7mWlNN zpkYl=E=G$N7c@dP~6rrJ#=f<%a9Y z9N~G~Hut-*waE8usF0g~WOHo9_hx^#x4RJ)QHrnn!%qf>wymFhAVVUA>EoUW0=&?s z`NnrK#_DrdpLr6~wP(9#FQ~2FjnUKx8O;9+HV^=sr8x!aa8w>yeXQm5YZ>{xpOY0b zB@l=4(bU{H9{IIs7(B5Q+NBO-kRSB)8E{5 zlGu^820Z7X!>o58S-*PjW7~A><>H}7l|099x0dn;9XnJE?R(UFK0l?L$&vD~GVZb0 zOZLa0fd^qWxP713TzPQhbK}v^JLVPc-Y_qyg>fmz#S3iVl;#IsC@-B z>kY6r>#L5vJybQnx~1{F?OD+DkxKEUooY2&%#Xd|3ixY})i(y63;?ACBiOLc6yfvi zV&~aAo;Ua0(`PGA=b7V`37#i3zWIL6-Z!G(Bq|N~dO;)Jpp*(3wgdGB_}9!mZaZ}w z_iIpl2Qr;X{dv)x!=O>fwC^7T^CC_#uLCtvA#)MXuEc^Vm(Q_Z zJNFpUk?Ls$7kciRpxnI7X_ZLk^UJ%EKqEN`D4m^oQ>EsX*=;J56X(hmzZTqO@ZsR{ znRjQ1y*2>NlV0Y{?^leGWZ#o^X2*&v8CxbNMhMsUUO2ZuVejSQLk9xAz-fP$_?1uVBQJUX2vEOKV1**qE!%K^Mpu9zW z`%XMw6aStI?mYja>cU6RC;?JB7oPGVZrZ|0z`qQax|9IKMZHux}Yy#dsKcm00jb~MwODSZ= zaK$s1uM=Ir3NHGUvBv#6c*bKvkXuN4aj&x7-2MVp|BwHUu|IXtR9*#g$f8}avDZbv zPAsaj;Rkp3H_FX5sF-53Xjhuwu`>mspQrA7BU&%l|208ID%GSEl*)sl<8gt0!Sa#8 z{pWk{>8;70a`6ghvzz4Ui=YWeDZ`bUr|$1F-EVxR9vi@ymn5~h-_a}5%vq(K{W2Uk3inA#Co$UYZT z^(!*Re}{LyUYk8=5O`_erGG?D}s@bGaoRn*J&3;`N}Z!$45y z4yH@vsgC>n8%19#6qCVyHDMRXz|pkDn|Chb{61SLChqu;Gp9kNYqF&k+T^bPnmPUf z=hQ)MD9Fg~;yIgls%_%6dUz`L(CfM$w7FEDfcjIK&xN(07nc4nOT4?ec<~%~Pqg=g z$D8nDQ*X=Y-?GtQ$I|mvpLXuC(s4+Rnk&q9{#JoWmmYBd+0u&vRmf`sRZ>o5Cv#N}Ssr1`91`FWH z#Bt>ljj0_$##=yhe#QRA<=~|Xp3jyP^L|+IGyK@odei$4n)|WL`EL0QP*JK#pft#CF;fm9fZ&XW% z$JDu71Z0`s!ZwIp%(adCwd_)p;&h%6P1|#cJ;g@PVnz34`0PlOd&Jg&y=@YH?Ob@q z^VP7nNd;&*#q4aA=Rqx}PwO(tot(hgi&w5GJ=kwguTT@+>x25L1v! zA}9-+UHAB=r5v;K;AA(@AQQ@L*qO;e@9Q(8R)WUs-u^jcxv;;m7vYe>gf@POis!a-6TU)bpUK zr#rzbl1gls7yFt=sQKK#ZPi;*wQjPiuX;Ub3RNh$>+0vJHIFZUg$%*jnnQ=+d;(6b zcrGuXCHnejYpMN@5?k|QpmjswsY8u|)1r@0?KyH(0u+C{<{7h1z4Y}CWW;rf(W{^A zEnY{f>Jnp@qUbsx?JQ}2XIaIPI?z(XuXE}RS4>&=9I}=#ed(m&^TI2izn|=~bW-4X z)8cdhFbI7a>TEhdKr};TM!8C zyv)nr@KO8mDXRnTu3(8i^?B-I=jDWtd`>x1eCWVU%ftt7pwk*!+;>hp+`r9|`EK$< zThWkt5jOqTbwHCdOU36IgF0K_VR2Tu<^R0yM|u6I1+`;9Wtba$jN8rft5c*|!Wrs5Dt-*B#B!IVp&Wfp3nhR$uH1IE3Q>|Uv$B!DqtAGi9x z-ka(FMfVwi7Uw}HhNZ${+8uW6nZoFIo)fjPKe-`{RmJAK&b;Gy?{DLNUHd_h&F%-h zlb|hLp&xMp_$XS%>kPDSuAwFjCoZeMZrODS_bm*RRmF zte53io6S{n%pb#{c&&%2cG9-zW)Q%MC1p} z_wwuzXe>DFpv3erU~+$eSg^D0c{f`~U++QSsTI$2))^jr`?^P4^Wb4wO?EHPTAvkD zkQdAtuYNB1s#0zBW=GA%^Rhwfnm{XouJ1T<@5`wjliVu&%qI5+NYsPPRp+UDeEIh_ z3FtD5rn^fern^^YoB-9>*nB!~;k@+4^I!`~7SG$f^OVcJj~i>FKb+*5!o0Kx)NVbs z0@9*5vpMMK%IB?DKl6Oub0X^RA<#k_(DW^69hQGZ{mmH#l{4HTs{AYhR)JRiU^Lf1 z8kXE{{n`ia4DR~~8L-(=eoVXe=IaQBdBW(6a6ujQxCop6`}4Ph25gQ%Y9Y`R`W&}C z)pH9{+e{5Wr5JQ%v>s_9|Ink#mB8Wjl6!n7VH}>pKrn`3D+RLX2}dYJ!J3xwm|lREh?# zy-j|)6SAt!lxGKDW5Jt;eUlkYMZ;RRey&K{6&vxr_YJyn9H%K^uEe)|Ta)nCX5FhB;K2##qES%Vy5A9$bNch`7Iw|WbNMmbk&RnFGv4|M z8Ln-vVqS^YRfk@(T0#K^B2J8=#eF&PHibg|bYb6*}^7{(#1FKs{5? z+!G{$1cDbv$}a$g3TQQa#*~eZcgj6a@sT^>=FlR2Owd{V;pB%NBJ~GuRqjavFN{pS zE(V)P;^A+tT$=yZ?CASF7@dx1H&KuEXV*IYysloM7%Va4>t$ItnhPu?4 zd6$`%2emk3St+HQ{rqDMWWZ!sF?ejar|jG_skEHuEx-48tII9zDYKJ;b~|7z4B-Qb zIiSTUplTShDsL+5^b#RG|Kb?UzX{NeX(}i)K*BP}54={b+$B%^nynY8O#m8d2MvrK z6aBti?aps@`8+kO>sswLmDxF2%Y(Yze~zW=*j$H{y+S*6rxa95Jvyv8$y7{HIs5rW zwmi^86LRjKaN4j%`(@koWC`}k@5068KuZw8OKO((v_6Nes{f#7cj#$m=jo`)`!mGq zmAju8E?);8o=JWPU9xYJUhK=PXQLkDsrgR(Cn$AY0S~j-!iQPrRM~B;vU9SX4_e)0 zo&2DxNA5Xz@b>=ys0Y&W58H|kgUanJ(1KEorPYs){sK)ufF|NX>b;CWeUF)Ldos?% zeY1M_T<+n86)6&}piLE!8DJlSQ=QL+yPpdm`P|8pW&mE>2OfN#YLGY=fV-WbHtWyN$JQ?pDLVYNjemivj2Wm)0a{m$w8n6Lg!TLd zbN!F)Dn5Hhve^r^OfD)vU@3?BlIS}{KMqd*7a<-lm+u8`OTD>So(x~(mtZ_C{Mge? z$8P+FB?^=@F+ak(zyH)7(6XwHncRsVK(o7N=k&~UuhC+zzIj?EU!ZDog1ux`n+o0WW%R_*GSuc zKe6kx>Em-jIW_^OF#70r8^Ob7pl-W$@`rlR$lBRCJ(c!u3j^0|(En)l05tjlnvHdX zFR(YuDm(S_%&E#dF-f~O%nNL3Y(}iCT-tN}JI8e4IYqV->|STxEY(4+cxZ$MXjyux zE()nx^$;`~0$M)}8l(el==e0DV4}gpQ$~;LSBgA#z?hTsd~WRh+<3|7$h42p>BdW- z>Bc?XP3)SVHa!=a9%2ish%uH(rB6HeShO270xWqNJbrQ-yjoFn$E!JebG|twgSyg| zpdk|2#v6(Hr&B)9ocdYv)XyBytoHGF8(%@Y1-mAm@!Vn4^U<*d)UgM740XQ_Lf3+z zV~d?k!ISKJ9*HJ@yOziNF2v2kdipGkpgW3Njy#YJTvvP#v!8yq9G=_wS#Xc_Cc}1zDig)R0R5lxAFN)zbI5ZPpUZ{wDM)=!EUf!hD)BtpE5)aPdJJIZdl-)P+v#e>t<_h9zO!M5sOI4iz*HoP4= zd-Kj^tnZT)V&cSVW*CB2LxVSA9Dy&MOhMwwQFHkm(5{f| z1kecOkDk9#CgAmepk);)&x6)%;Qx636{xd@ksMx8%Tn(6Ox(M5OUjQs z$%kDRhk*v-&^z#1t!4jMUrT{!y?PuM*Mnwm-8TK`E2!N2aPwLY)UMmLbkJCOe57^! z!ny00=r@ChqUDx6fkfQ*W|4b2t~(UhfBgIr`?6{6?B^fvZGC&FYIzW77H97{=s@E~ zF>%MeMtb_rO)TBVTAU}_cuNIcypYEy zWxmn3P0typmrUNMCaSz%XYTR$H^EcrDfJ=-;PG9aXG_-qEIYjR+|Ac|#%+G!207AD znPfBAIqJ!2mn?6djtk#2xe+uC2QK=MCs|To*0h%FlX`uQvpGHJSeY(#)5*D+8m^Om z7(A$bjXnl^W^&NsvmW5Vpvym7OQ#skuufhS1YSr~KO?g-+DUR+esN9Rf#$-CE7IGf zkIu-LauB{f>ZGC8!a(Oeji63L;3V)mE)#Hmp0!ZHKuFbj1UXvBgrTqGXtmcCE(0MH{wz?jY5UhFZ>C%)CujQZ9pG}`~ z>E)dS=)9n#rZRZk4zlbm|3(sgRo`;PYhH%yo)|u6pFg=PQNG^qIe0TEsCFvad2n*N z?-+ ztbd;3<07BD=iG?kx0?$SLX0k1CLYj$@1qMmX{aT*SO~n2PGTu&9=peJF(^Z~v6z1_TzBV~ z;=LVymH}FlUW(0Lp0IVAQ=kjg8bHfq6jJL!(-Y7LH#!`9tVcVuRrL^PBmrY?qI2oz z9ZtERO!rH3VUOd|FMYb;RrK2-m@y2W{MPm!O534F(@0c6MOk1wERtlLZ8Xr8om9?(uZ zv+FYo6S*IL+H~yhEje5pT`QzEf_m-#`c{Y)karT46OT=eZe(8<%r^yPFK#_(O(JMB z?&I%oz>W09b0GcpDaB^tilFsUmt^Me{S9iPqfCW11^HR|>&!j=xdW_A8EMu}@EV7) zo_?py(w>repe>i+)ga)luK}k#pLZ_(%<|IaWXRt`Gb-|VlIy{N^=wJ8Z*Yv?zf(Jc z)GAJ4nMDaHyH%M68pj0Bv}r(AV$Yats2$njuwlz2(?c!Hi#J_7$I0xL35#gZg4|9C zQT^3<&=FhEnl5l_iS?at%~Ji$x!fu&hbB*o5UK}n5|zAEIql@{qY2P;iI*&AbH8`5 zPmP(Ez9$9LkHV-x=S5nbpKxyT#B-oAWUbUSR-m;xU)}hEmTXvVXm|D}XciJ>NjZ3v zcBEzh>XvPwECPyjn~6qZbL(Fh`W<_6zW+bV(h1T*O=|@}8xdZD+B(Q9yp6q|7y3^I zt?JqH8`OjV&D61jYwTswF|i*`?U>}pxl-A z(&ipNsOEoj2Q(YU`^+Hj{K*+ckGBQ&NPA0dP?UISBaPy_de8!PWAEo54=3&hEmwYj zBMH9oO6d17_euXJs70t?#DR@==$w+c2&?|>H}b@|)=HCSY&7l2Z>wlU( z%02d`zI3^$|5A`fjIkL|`zRZ7TJh*Gv za=P`7tTXD80mzC0(17RZzuKU$Gb5iNV;o1RC$G*#;Z$toJ|P zTMFJ=tPbg=pN&}BQx*s6SA*6xgByN6pmm*~8Q3RPpykZR`gB2iHOjy%J#5(DPTluL z_2_W{JB;pG`eHWqx%@hF#XX)k``pv-X*5Pm#qaW!umWvgtQTf_=&m2$Ai99WrR(aK{5U)EW0s`EK>_j5y;eDQ0gr#isn zrtO-bD7#U{@n1eYf5sDy&8oN0t>EF{c%VPOLFBkrB2Rw(zvc>!w?S+7);@lCYTLWw z{@D1YfQOwIf&^G%g3A}j3q6u-yrFq;9y?E&*M{e*Y2q`Qjn@Tt+2$)(zpKAL>tEvc z;~(~S9Q5NfK7aam6iXWK_o-}qW^wJ@cB6bfBKA`0egDPa*^75 zZol@h*52d#wdaftOIm#&SbA}7spz@sT{{+L|1o`P%(OAM$sVNd0YYE>J-2^%>aWlH zm$)Uk$zI>M_(;NXmU_9j+Uj#OWeS}`f65Ea6YQ8P#8P!2VL3}p6=JEHX=(9T z3!+t*<4c&pi_~X|2E|7bma;U;y?-bWlkA_f)HKzeSnK6}u!dWzD8 z+a3#k&%A!wz9-B};6-X$pTwFe3KtgFwx+L4csR}Or#h#NGM~1p#FvJHUYzx8d(XUK zDlRw{>Sg#MH|4_K12g|6zW@IwK=a^&=`$^pHUu>}_J6x-Zo#epAn5WVBWXeQsX`)E z2NIUDv_kxttbJ9JYj3wm6*t#j;k5beJRz&joDpQ6s%4zLWBtP8KXnU@Ve@?wEoqCpnu0syp(s-ZsiH%k_>o}nkG2IH0c=E{I7z0 zw^}WH!()*XqHDq>nG-S*rqNB4X>T`66+6>j=khrV0$o@B?U1nX-qJ}KX@!xOj&TAnN3^u#b+a^ZrAzc6YbtR%r9@U(>Lz#IC$RH zasKp~rb$J|p0+Gb?9XhGPhsMdRz2~#;h-Dmr#+CcHT9bKJXYoW-(b#V^%8q03CW2| z8B|OXdQv$vvi@+b=?9G~>p$$>%Bh<)bpOMCa5-Wg^Os}5a^&Ymskl77H(@umgmPM^8o(daf6 z;#jwe%m^`-o=eIHnP<}6`ilMYQ0Ym8J*d!AYR~%URU)->wPv}ZzrFHj#H4pbKQWs*q^D~#f{yw+Gnkfsw zb{_QNe6{C{%$&lhL02mKu2iy>&g(w)dw&OGY23YYGKLYFj&t3AOC<)*THoQF+sl8d z&te5`ovfwcxSU^Ie`wY7r=TEmS)Idj=cdN~1E(R8i4nGzMbGQ5J^sSKcse+$ZM-?( zfm7_P2lp<#*jqaH|K=(;8BoGuWDZ+(riL3*;4Kv?pQl{@Zhnr%-^1_tAJz*tr)wtO ztE`L%`*T(g_xUuA9m`h#eb0WrWAep(@%o+ntE+#tU)&5%Ng!_>oa_GkRg>zf#ox_X zF285u1I0Hezr2Gc?ohA7=axm!|1AS$;`K{gDxX7&oCoI?*Oq=*_)oO(Y{bL%8hbJx$#(Q>5k7bJ3sThv*G@Hj+qUt^=bWE9j47~zgMxx@Mu)!$8u?@?)a>; z1Dru&7KW_~zf&o{v-rQlu9x!1&ILirMu(-R&PcsmEnBcH4bJmCGpZMI+ z=rwg_ej}uC3|Skpicjn5d>8Y-hclLTopDZh)^X5Fbf)Q@aOoB28nS<#tFJe%agzyK zC8pKN6SnFEA{eXhxqrL!pUwX7;T!Dn2NITcU8@$`wwdF0+NPQ&QCT88-ki_ z^o@5P04MAxmG$x`i}%lX_l1A){AzI01nF&zJX~vP>-Ump$1@w>hfAj@oUaBsH_U4S z%(X#a*S@Q7ng1_wOVA-@=hJ6&47v}j5uBVg=c44^tyvNui~S3p?|pENnN1p0V1SF$ z>l#PrexGRl{@~p2pu&W|ai(%TSUMxVHvHlDy$3q4pY)$n*CrF00i>^BE+@mzdiRWC5V9Qgj{LHXzTQs7h9_wD^d|vJLpzlhA|ac1p>Q~_I8U%YkIl@IaZzKPL5spi{&;qb(X2q?|Na)z>vhf83~eDEbb} zHnn|_@F-n>2TUzVw!fthpyE;XHUHoOZCp)vsCNhtLuU{t~l;Kg$VpQsAXHd zKYw<9vY!3JXTi3&TF(5evz$5nW4q?}FR)=*zAhtT?tZ%pEl_la>(w7U&)+m3V%^54 zQl|FyZgq7G_VS4f0+cyUsXA=lv>Oy_r);Nb%Y=O>5ls9syE*TasAIsozz?5OAvH_P ztoicF_V4A@ZCWMf>{Q~g6K~Z$duo~(Yn1bf><@M83nF^=8-HKPQ(t@`cBhDKz2lac zrg@-xFlMJogsr_>RUM11d}4&2>v?y9m=ewliyX2!ObALrSg>|b$nfJxdf-QH0zU%=d=d75k_K(-VR2rn6k2c;(-7 zG&)>)-Qns(E%ohZ9n0?qz4@bY|vSipTY? zM|clz-IMg({pdM&fimw6un>!$HCJBQ`u*2OB1t#aZqlpQh@Lf7SC?x`TY$LD1S6TS z=)|2O*7jOuc1;^%n&v`cr|{{eH-98n6A0v+f1}CEP9jIyZy?u1BI*! zt3EV(9lBt~es`<)#?Olro}WHb5AFl(HnFyME30F%mQTE)m-=nbhNY1=FD-J&-m}{* zwBUOLi<#!nG-oa1Me zW;7^sl~2$5k!e`h9{cqAqUyE<>!&wAs%o9E{9zCBwzTv?g zKQ~Wj0+%~$rYF33e79HE$A$M`+M0vzEehAX3%)3}eATk9f>vA8pS%FsTK+|`Eq(na zllm3`kP@yf$98-3a&-QX{kAxM(*wz-2z|%P?E=?UuX)J|Nr-Wimi<4tAujH6yTmo` z3ttrLpG!(9@ zM>fPADyafx>DQ_pzbndje$Mu)Z+(z0ski=(v%qUrjo$)?s-{led*BUIeR09DtKLE1 z>?N+9*8VMUnEUspvvnF5WSk=O9d91r{km$$cPp0Q%ZC=J7;=0SngjCnsdI6#*t7gC z&-41}+}e)N0R4kEwJ*px{n#5=@J+E~n%a+oo{*Y%%qz7ls@d;e^)C4KUmbAJ8&)&Q~;80$-@qE4Jkq3tZ8|1i5+6Ct9Wy$C*HxG$e&*4*gtg3av`tY?Dzd4$! zt~PCkCh)J9=G4ksR{yt|rFmpST-WA)1&eA(Y4G)Cz45=UrHoo zYu*9hpe0w_tWE2cQ{T()GHsQ(<{kKr$)sHXL_d6Yt7m_@d%~(o*H539XsOaXW!JPJ zu4xn8p;KyQHLLfR{1-_oNR@YtSZ`#ay*pYYqqqFJ+w?fb8zrW9b_+H|)axGw+gE_F zZ}WQP^!N3tvz>TetLoG*hL*1t<(Xg1XVYiERZYXn>Y6x zAvqm{< z^nWPWRPiQRw8lv5*uJoyT9(A!EXg3pSXw0CzM64tUuRD(?=ibW4|c^h$SJaj#~lJy z6p!zQ>iQk)Jg{u#U;CrREDPg$linzEyt>M93?2Z+-+WWv{O#Wx+;Q-vcGHHquKJDQ zW!p8PqnuZ~G}4(Z)s!id$h#hUWC?5jW}8ymlDKzDp7Mcet4a21BxvTaBQ7| zJ2v>6?~*rvjot=#B<@vu&HFWIN-fL7o8E!n9?n?Bx7CGZ*_HAIs!js0mSWeqN)Dt^ zBvs#`m?Lp7D78z@&lBV4P78%J@3f~Yy^*eWyfGcpD=f-9w6C+Jmids~p$#!z8$cBU zIBndIKNfl6;f7mm`%SsJA6dLu7t^&apCuL&8;?&defdl6(pTOWzc>yTY3_<^cqVYD zNOPB6(=V>)4(*3eReYam@aL>!`O~1BTICzRAoX3i-q~yB6W8V+xaM9jG0l79SHTwX zuU%`!L5-%z>Qc3>cWxXye*@A0(mi_BylFKw&)mHfQ!Bi)>c8_zk)#{CN3VkF!@{pj zTiODQS+;3EXlt4N`B2qYzFn`UCB2e9cm?9K8+oc{uPi@tN}c<4NlJC$59bKAvA* zqXlj~>A7Bx7s#Ey;N|Hv2PLoT`CeY`art+Dv*wWxSC*bxBfh}0<-?Vw8NWDAG5by6 zXrKCb>+@jAfA!B6>@L!rWXCxP8tqfPCx6kL^yOc2GMAywbfuTAx}XNc?&!z5TTS(z zh&DbyDp?aP(zea=#k$z8#r{o;p+WQZl1y!v%-;XzbDel@hqi%>%Xzy*+~pl>dC%YK zXutYcbuTm~c>c0pEaGh22kMvCKfT0L%O#%8?kt~JadoLg72~X_cfpN_KE0QV6A#{H z1&7PKQ%fa&sYoD#<-+n43BR8TFB3Rir1|;*$AvX-@<46gB3|w8;CBW!>{&Esf4yek6utecmWdWJBl*f>|ERK*~_PM8U6|B z$+4K?ZTN+03#f^m+iJW^Y2CU9fv*kO>z@XR)UqV*WO0Qg=;YH^v%2>2ikfNs;%GJw zXKCybK(vt5_Jk`l&1Rh5CJYMyWwC-RZ?jn4AsQdwT59>rtmw->w>Hfq8)CZ__bXVG zaz;l@(Ovs-n$(WXzqDCq^PJ}j0_gF2kC;;{{3>YwH7)R7w!d1{sX6!zI~!HwUGXt_Vi~jZlAcg{lN=mp3_U$)GCAW z`A%?*KTtZ9_|;aUYVxlJxd5H%i(as1@F{|5wDgBB1sW?sY0OG6@j?Y>hbcV1HJz?{a?A~D7X#I zQ>zV2)3?|98GngQc@b^!MUd@om%;|5LV{avwm9GFulCS_Q!|{U-f^duBO<9a?dxW# zWp4tPoD2FDED9klj-?5*J36HQPQ4ji**&}Y-L9oCesV9mEA*uX6x6$xzWk|o>3Usb zi{_CBI~~B?j~W(G7en5$wp+gI;Rd$<4NI0AK}ydrHR>;*y@hZ+-}Ck56X$&w4q7H~ zSa|xP=gJ)ZF{ebT5lg(ZDmgS7FTd5X|LMRMwOUElNN6X(5mIPWeISFD+R$3<^9X4>#0H&C$|;_66e*M&lUFVV65LNcJI-%1+(*91xmEJVNNXd{`}eU)8~KA$y|nSrh$TxPZ2~b zzpyDhxID>XjZK5IXxn~EP(8a~ze1EAD48`IuZx+r;QYh|-{TJ~2Nk*XO?FM7va*UX z%30%T#cTf~z5m4F9nz1VBjNq(=vnj6Pn>`L!E5HE0cTDrX@HzF_gC6baAYIS@uHOX?{C&uQ-{RlP+dlP={~B1K^W&$^4|sY$d;WPr zZy9Ky;c3va^X>w1MVfVS4c7#`M1TG4kapYiB`*cVXdV6lZnS^Z;B_K|t{ny1R{ z(1z$!Uw(2N%G0a@Y07e|w?7|#g7@F62e54Zrbg@y)N8M&r9CfBS^xKvbZ|%L1>Mwd zdl*2YA)rQQbH>lEc2>2Yu=H;|pVb;-+v8J9Z~m0ISy}IXNF=G^k=E-^_3(bZOx>lQ zUH@eZdO056PXw2Jmh)LHA^MVcU(GJs*Z-u3%~C$`f-YkfsM~Zw7ZhjTEA}T@ta-D1 zi!C_$YlgEp?yNd^4qkbc?dyM2!(Rp}QBq_71uTec6l0Bg+<5qqQvApL%y#upqadSE zx~}Kq1>R0mcn)rK==z@f{_v5$!gFPwv?5nfUbED901tgtT@iSAW3`~n^bc~N0V3~> zpZ6xfMnZO)Sl@RqyZ7I~s8wR#jw!4!U?VS&zh8g!OZnjjp?_(*(9C9ipSx_|nK$*I z*{`YIn?Kj4JpbF|7~FBN{3ypEsbCa=u3@0tlYb< z=X?J9#ChNCulXs~x4jKocAgtL;&JT#dS1WSiyJ1*zx*u(ns?^EXGPB5cAq}~lY0!V z)aLgq>{%542Qw{)YAO; z8C3glU90KdQGZe2|62$sd+*NEtlB3I%Q>&7Eqngk!~6IC>zYS4M4x&B&2KM$a-7=W z_aNM6jZB8#(evNC=JzY;Oo!Q(vy<)YdH#p5^g)?)pN^Zr6z_(#)N*jVMcWj%9&U<0 zH~$o>MW!SmDgkco<&CieC&akuV2wF3>BvAkFaX#&{GJJx=fakL;}Z~U2G zu;lCrF3uM~i*rYNm!>)fN6?5_>etFd@6AlQr`}zw@Xr09v4rTAwSFiurxkBQXqanDg z~QZ3s8At@C8zyKy-0x z26sH1=^c4bt;xZa13a*|w0>EW{5s{lFNmSNkDo!|0tuGwpkVn|1sZ{@cog)fhUHNnW&q6^f{gokJM{O*Svb_rfn5Cr9eWif&*Po-F)ZQIA7)}3L{7iCb}Hh4ON ztrN#ST`p)7brxH!3yYcTJt1vqyt~&sZixkTFWA##cAL1{yY<~WFFW6f$3OOzN>x3) zn~?Wm+tGpuT{|v+2}ldIt4>4&9`DOu9QU~R`>NA&fo5wHC63ceHGXj%D$?w-Yx>o* zdP2)#sXv$I!m0#~UxCPNIFJvU7WEtai3t(e%Wzh)1>911^}f?`_|?byk8F^L@DBVU z?s8gH;}>Y~b*gvpm*gcc+ylM{wt-bYbe(S08F%B7RQ^i23m4rJE{ERGbG_8xwWMDm zXS%{mXiIaqiKo5Wq&gN)@YrVWY>q=^nv+0PiI?uGbp>xk@BLTaa~#}qOZ^j7vo-0@I!uhL7_jIgrpp#FvB!^6gh5=%MtcZqn~YfS==zb=7x)1F>Z z`77aBrC+g3;IQ#@rI*Sa=VQ8-fP20MFV!Bo)x7G57Dk0%7C(R`mF?j0uVZlsw}sO# za@WHnJbK~tt~OTf!*<|$M0@(87w)i>GNb6JSI`%GiD{>`e+hh6*JB0OKl@_1wzOUN zsd{1ljz@`KKgfWC|4~uv1pVvw9aEsguBTKrf64Rw+w?c}jY!hJGonrrdWm9t!Nd4J z{;JL>sTby7o&Bf38(b<)^)~qOUm7XClDA?DtNc8O`;GhF4JBJ>Vk z(7qt$l*_NCBp3Gf`lKpof9>Ff|IHaYPqoD*@SWRH0bhei#Si;L5!YH-<$NKtNrSs7QM-9dgbbQPOEZ&2Ln&5a{Ll__3`4% zj~hN@RzQ6&0P*<(sLvOGd>(h9ea3uIK~R`Yl}`2U-n7*8UeM&kbH0E0HrI=N4wk(2 zY{Bj_uxoBZU9;62>;;qTKSJIIuws)DSxOc+ozmJeTvTpay-t`Q0vs7h$@ve$sW_ zvlp&UJh<-Q1$T+E)oTzOTv;mdi{q7W)w+U+TDE#|MQGF4 z8Qg$c2yH+)-v`y*Yph!(I`kN;S_GzfM?7%@wP7{CR($toF>9W0@-qZ#;i7!l@Y3U3 zOErI~1%3G!cL6jmsJg~wJ-nEEeq6Rr@0j+*!#e4p3DS3`mRkIBE2u{dYb?%JYQNjC zxZgl0JaU%(6kSjb0uKyoT9mpLzi_v|{twn@^SsXi8&KTpJ^72T%1h}9Uj*Cadq8y! zER`)i#Nd)3^5D|!6BmEau6JB6a5#9nQ9HC(+y@%kegBWM{pxQ~?|IOS zUihUKR#)Zhob>EP@RJwP1z!Z&o(e5+=Vt%*-aM)zGYW^dhJ)0kRO3)z4mBe&V8f z!56`{r$Ns^jVS0O==2AQ>>oEwihuVU)&h2)&jK5)JGIpEmxyK6f8Saz!yWVb6>N$% zC%*u9U5>ri|50iv6V^V@8=M#FL9G?eF6dwusD+^!^o3KTw&meW??7lvFYt??$QoyP ze(m4vS7Br8i@+_}0BB2g*^A&MFN8IIfyNgmgL49C0PXO1^Fy;%eB4mfFaD)#p?}vx zP_F>FeK=pqxqkkE3+@uryl1+A2R?U-ILq(bFBra)vwiBvcooD`TfbxXI<6F# zEeW+(7cS;^TrvI83uTVisur-KcKzv#{A*$+F7!_T4?~_=1S!RGGI_xG$?Srq;~)c#wj^|pVzZ`OTYb-l0XGEeN)@XQsz-_f>Ydz;E-feG)_j<-$t;&}PyvK#dRlh);( zemIK2>@Yvf|GcERS3R`(_X(iu-+r>72EA}ms-W9X|uKqi(OZ%oCshiShlm9ba zV(*T$mp+$Um#y{wEUe-#m|Ri+vgEY85r{oZOUWe-2pu{}E(;tu*hC z$3ENpd@EPB+s!Yv(hshB({c3mXXQ2TUoTr9EY~I|mGsi&$>(OZxzlaF{%rmHcDYaZ zg!(^W6LPqi&G1t6U<9*UwzN|@p{qZvl|suYHx`6 zDd@yz?7H>kt3C^>A@k}2H$~~6WlPIh75V6177(teo-CVttU?Q3?tN#OR+`UUIfzRU*2%3G;9?V06wQ-192>&@MLX?IgV|E=0*fxFM! zWPP9M{uLCi{kJ6hUtRB?ozusLE( zJ)bNywX51EPd+Q)N_^S8tbViaLy<$5t}d%>Hs*i3uKNB0Sj@q6fi&Cdi9I>HB<-=v zUpckek2PCng-knFa+=#W-27FGx%REt?aVdDAmye&R?yoM|F?WKF!B95OV;vQ+|Rn| zU3o#VTaz#IJ)RM5@0`PKvpqEyYH0Fda}kR`V!ivONy_uBo}8u^#ue=9z(xOuORLGJ34 z4<(;{o-avL(oX+%3sn5=W;E@%TWWo1x`f%bw_fjmIl5+*O?D6tIdt-@nAd|lTJ?1~ zTi$KBFZ;q=aaM2C7vT?TvmbXha0Pz5HFICt!u7FtvtK7XTA(=Vn!e|!CA;sh`|{2s zSb5gnGnWjvhTiX4|2cH}?1jzD?|HIH|AqEvdT8?IzMa2hPxYR>qTuakf3n|uzHF7z zltaDG_N=iy&lvmecHNuyZ+Ur{b;XNrS_Ho5Q?H->_^R66=vkfD=Vb1>P_i{sSZ8%& z!@>KHel20XzwXOA#gNWhjsI5`&Hc5|N?&gFGn?$6?Zq|K``&%7Wcj`7ZJhp>_$}rA z^RM?j-~KV{#jjs~>i_VZWOfS!xqreJpCmTz zSt~`)9*MPkkqwQ!^Y5iAj%JqKee{YEoMlW~qAtE!^PS-xl>}pB&?@FPAKgj=P(EJK@^`#aS2EANdbXAL|rDy1so)=Ur)^ z2!3gx{?=f>=BaxcUiMFOK^m>DPF}j%_oG3u z>r1y@`^C3o)AuZ_p9n7f4*Q5Mm8~q9ar;nWo_G7st9+klFL=|t;EiLzw~}LO-tuNg zPup1~PhPs(H@MlnS0dp{{EB%c4{lGrC!4xT{q2Fpi|>f`6@^=!np-yIzDV-?xAR$L zQddbt{@S1^2ckh~?R%eO!Wswu4UPHXRpnDwCT(Hv?<>-)mw6gvbt=;ORQ{|D=Cdy7 zU$na^({FUO#rA3oxDqolJs4;<%iu@CvRNC{l|Fz1h)quR>Ar#~zb^&8+q(GAvtLz@ zfBpFtJ^Ad%ZmZH-9Y}*B?}~51-_)|ZzcM5Jtw0%{&$zU~bhoQkfmYW`;+o$$e&$@V2E9a)~z`TLsf-|_ed z_0t>fGFQxyEvTMx|IN*WH#7f#pOw?sKJ#3?hD-~;`cT10T zHiC1BY{shtZ%!;`KHDhEU~{3jV!?f#8woly{-+jgvaGS${3S8i=E9YxjU`(%rPo}m zPb!b?FAzO;Y+LNhyN%1l&h*(>U68rKcz}8C5$3#XgU|AM5t#$|Fj8Q$!(n5`Kq7DRt^*gtc_!5Iesy&t9&+mr?in*|6T zy96qWgFgtcGxIS2*>ex8mQ^vWXoioyKqb8Ryz?Pv1Ot!~Qn8*fblwJwg&j53`3?O>1M?$`J9w|s|LscSZE zO9Ue*Ds{6qe)R3`4KrvIlU^y7{IYr3X5Wtv!MbVgy!HNaKZ(5s~t-)A45eP#bO$LwGG&OZNt=!s+d^L0|cOZKghJyy1YeMO6T zPNt2%&+(A!_K$aIpP20@-Rt-H|0Pgk^h?{#i5eThu`t_AS?^>*!vi@Dvk%~UICqw8 z#ZLK`^_%OKod5Ok=$vc)=G^8|^PkRFHMuGC+fnz9htDl&52n?AvSh-M_iu7Q1WbPRRKVDjQ3)nBAAZ zy0!3aocWCq-@F6c>X_#hUtN0r^Ug~aAqCq{zx#Q;UWw&7Ylz&hZL*0s_aA<&`Ski> zk5z>-=kyw2kA&*a@7%e#N*SN_@$@t0Z4FL(2-KaL0ANnMMn1=TlI*9Bh5*B}45 zxvgS)MAnHPk6)jlG~tdq1n4WstbDW2}>## zUAX)HI+JxBzO}A*E_jPF?go@WNH;V7PG5}R99 zH~DDW9_GdIVb49;K}~$e8J|j+_3OotygnV|`06}Y(En8mXQLg@FfZA=U~bO4=jt~^ zxSisxFJIUDvUPQJ?%hLY^1V$s^+I31+pfKLHOJ(oc`xeY`o+%rp1S(FXhrs)-fIoz zZv&Qp{$F(4WO2Fw?&J0I!fuDHT>CkI_n-d50|)oW?X#Q5yQW^Qw)XmjFV`ldNIgnj zdA9ze$f1;#z8e*Nrd=x8nrVE4XvAQGn`T5!Pp|g`+Z^)iDnVZ`snwWOAcUPPI_q*%P=a*j)Obc88Wu5Yw zH6SY`?Ovbwkm%kPUz$?$`b37+qr0olZd5+A_Lhjh@|m@usLOhI%+h?rszZGS+pCtA z%O>Vs?TvYP;zy+WpQg5@eLeeMdi+fb&;G5GxnZ^G*3~+-H$H%B&B2a(3OdvOKjLS7+S{oo1KQCAzR|DyS{g zH1lv?!VjJtt50ve-dj0+T_yW-{fd8)sc+~q&} zV{^dw$fGg+7x>$+-{su9C#&9==e@sl>EDXUtG7;E9e2*xtUccZ;{z07`pIAZ(rnJAYL>~8WpxMdy?C?X>y%Y? z*S{KkdtP~D`}+?SR{n|WTW25tQ{`A|9K3V=WTV0t?A5RNGOo|c3a_7Lmtl2VWViFy z)v~3narfRyg_S`|2iaG#@tKK_CL927j{dsv>aPTy)$xs`n=HRIMqQhA)^q7gP!sel z$K+eO1_$;yfpg3&2i4cwy4Mz-0BgGHI4k{E^WOUS7OQ}TQNasO!K!4jX%!nC*k7Ao ztlz#h_GPT>3jejIFZ)2ZQ1D$cxh(%?E#CvbY_qdhmPN3?^1BHRi?;}A>3@Wy=m<;!>1N!LGq4rw;p1^oT#)m^J$1lp^y zu{J|%C4X<=+ElE`+wC&CV7){r$8|mO}&7IC#(H^fdKxO=4dA^}VHME953#`Ni5~ z8yEW1=Ema-+cdX6_V#dc{c~%|*Pl(r>O1pqA3T5B+9obMIleb}_A0}@ax?0}CvIQ4 zuykN+WXDtt~Gp z2c`dSKDPb%>N&4>oe%w7#q{#Rfh_5H{+Txam#>fK&we#2e#*y&i*pvgSe@sy{`#HY zZ=dC6Wh5_2Wxlj&;iXNASsy{&wdpc1FhCms+t#A75Bj&Y#kGPwvm^c;+bm*zxb;LiO2?U3I=LP|IClbESDxN$Kyk zQF~l3y|X@8tn%{0cI~~{{H6E7Jn^RdEwZKfcp0n)Mh{CY+7}pZB+oIadDe3o%?od z_`m5}A-=3#ptVIXBmdC>a!1fHZ0|zeaN$6DX5X|w!cp@p(Q=) zBB+N~d`9@{+>^e0b9TSm+ zZd1E_iqw9E8xKEDdG)GvdQRTznEPuLD*3*wRXEnGR}D74CzyQuYCN<^N*&!n_oY047o4o|5L}!c;58pt3R3UFPHsbWuEKz_vZdP z-~MH$vGXjex;wExZuY)3)_v#e9gA2iCoevE;v!3tNucGd6*ABvr>&WJh5K6XmOfwl z6_TNw0xW0!Idjg*@xangO$S1J<0d={XRQogeA2?@fArIoVw>g->fgYF%%H%SH(m6@ z+NiT4G9GIEj zOG|2aWA8j4+&jP8sC5aUt+ZnEyps{|K9fC84?O(N&wc6tDusOWL+XpI{`O2d`7A*YBgzPapv zeeHhuA4rB*yiyCw??!dkCVV{H)>FSf(_{5n$=qIN-v}F7Pv&tuWk!|`cPyr)lV|Xqv zFPKG_=!z~`zvV_dq{g|<{2Tu zhlC3MmBMXJk73EHV)mPxQWIaM>-v}-Z}!WNN?$)WbJqpk_3yUk3dg8OT($h+-eCuB zhg-i2Nxil3f99+_nYv}qLk}DLa9zF6_TIB~=l;H)-n}hXdjGy3e9`ZBUvGLIdiP81 zyFW>M>^ZeHxx3|N>GgiST{W+MokIS#&8Gh@)Ptr3SQlOc4^gdgSi4-dwD-Qp+jWUQ zZ$mQB-v!q;m&R?9eXYj7vhr@qm#7z#TuDFodD@@PtiGEvW%K`+iS1|mov-ehcK20q z^Ji|p{`t05f3xSLt~#H;vLymeR;$t@hABZ zWI#)_CF=aO%9For~c3vF&Zog#vc}G|MmEFGkc=7FdZzA`6R=HXF z@8)H8zO*&Rp2@gb?GIS?ZXeh;*Dl`=HN7dLZ?f`h3S>fMYi8cZxUk)?`L3@{2hUU} zhE#6@jeyqMWpk_%Jth5!UD@o3Z}m2}>R*<6;7n7!sbpDnT*j_jCgwXPO}bn9+WyRZ za9Lp5l6Ai9&l<(Y>Aa0oohqIGBy4Fbnf2{W&$ln#mHuY!=j9=V<*CD$uJ%gh$^I?c zeePfUS8&$uy`J#${`@Up_AZ6&LH}CsczNF3i}PeN&iDN|_&)=j`rj~Lou_t|SuZNT zoY!Bj3Y_|jjSMxvIewT2-Ic*V>-(D?g)jZlGjsZC7u*9y+D85>)wcrKxeIT`9(K-} z2X^XQd5>S;)pfxdpFQY#-Tchf`mycb*8eHRZBlcA;zO&f>?8+*iTR2Z% z`gVQU((+n`VEh07mK?R?m~0KnIJt`F&+RzE$CKgi1IcmBkR122a?3{kwCi)@wVr{4 zGgf{D28)!u=zeW0n^<(S5{1Yah-N=8X93F%0+UB=n*{!-k`E>VdPc0kkhyT8U zhZE{0ueY1G-;`{BxxdEO>^MK`D+6n*VrXG0c0GLyGxt30gKqm`U*7d>@Oks+wc9`S z(61MkEXzK&E^E^Nxi4=&-gzqdeu!_K?$=AdfBTmAhdW2}#!mIO>COD`*52lRPx9Ss zS7!vtt^TrY)!OV6vk$-NIsE28V%d?ef88&$`__Y-Cx=Zk+uGOF?Tk(TzxOf3XU;1Q zznL>dW_R9;R~xg>CHB>Mp2JpTj3FJu}M-I%PEbSxda}n|0PT2SlZBm(?#d z|C{hK-u%<`{M+k~>+##~-+oy4#eKQ;zaQG1?RkFC+TY6bU*D?_Q`#OrDY`rNKW90E zoLv5@Z7%-ar1oU%8pinQss~Tl;_ayZY_N&->3<_WP%c)b8t-a~`mT9=~2{r)_%8 z+14!dQ?{ebhM#&@|GwU7a`im_yO-OP^1ts$S7!bDd7Iko$CfR2do_Zmo{R$z=70I3 zwEMM`xMKn+f4`G)T3&E#;{4|m>ejs4mVfSb_r9|myxI<5ejV2IImdX;{pIIhb60%W zez-n9T(Q=+XQy=VJE{K*J~02V*`rtdYnks~i+%PMmqVYt)%%`fv+(}WlwzCifZa1Y z7tVQ^E&l7))xF!~3TLfXoF%rrbkp7Z@T%*AR%}1cv)p6cZ@ja5>{Cz=ZrN)&^)8pK+^O_7T{P2vO-FoE z$eI(k_gu(P$zbE0wUQ+jJYu*}DWqwZ$>EY~`rBXknD;~G`vk3YLCu2Xp$cG(S zZ>SaaBsVR?EY74^{A@{@hPOPZ^(?wD?n>V-C)K2KUhWV(@Cfc|j<1W#o;NG2Jli>BIkj9PJG_OWI150+K5hd+P%`1QNCRc8+yuxXcD?#tV? zQ2N!cHSwWKf4y6I?(gjAx4qF{Pjma2wQu(DzpLe)UJotBHpooATiPAG=f;g~+IurO zy#Mc-C@%fzLy)sfTu#U1t8IHuUcGlB^nb_9lg|qH5+U)S7_#nL*t$ob7M5L?6fZ~y zrMq>CU(zb9KNUH@IxiJee`CV0aNf$|)q4w9+wQnJZ`aj%e!}qP?YWBItM8W9fBOWf z8DgDRM8DmuqieF{=NiSc?Yxw8nO@~5n_5BE1aUKX(Q)TNutZt$%NdAmY;PHk5C z-S7t?;Bnd2?4_&9p47kESnd1E`hV2z%}e9{*H`b!`V_$b(lotL=A)p(?)vBP!On5Q z+~=dd9)7TYgKR_j&!yMSO+Ha+S6yGXE&Igmptrq2U#Ay?q9A1Dw~&>aATv#Wk6#cl z4;A%SxU%9~$<&MUq^{nxJo9gBRo8y5U*B$IPd)i&dgSfIickSEO!dO2u*{i#vGd=%|0bVZ$Osu$p2HZiYnSeG#`+LL7h^ur7kbVP%xqQu ze;it0JeZn#hoSwh$$|Vg%NY5zO&|D{^SPD(+Q0PVvk#`p3wBKg%_r46UA~(8^ACGl zw}V9wZT+t|mjy2{RNepW(E9Ab)W^QeQY#sIuQfbd%(my{se>K+8B3lzls_iDBX~*}a@+)#>TB`3t8z{K1a%*0*KGhzj%}1*e7$dvJfHs8!w<9U@7bBVJy!mEcJ}164_T6e z-mrh2m;+jE_*ee?>3Bdh^nm?s0k@_1h=4HeH!7y5wJ|%}OzIH>8zP`p#r&%=P#ZuXnA)b z`W|S?yY5H8#gmt=F5|u9`YpBb;CkmDkW$C$N>SgTDp(VmZ`LiD-dpuwwqNxzJ8pGh z_igu8W{?p};f(y>+y3xdfyblYzjAn<(ARVq+BYk`@a9>@n`QIgo8FXp?T{YRcO?%} zBBXub&;PUOK*Q?B&7kp@aCWQvMItQekYu*HSg>i!^Y-x|66tY2}xSJ}Gz-N)|+ z;5NrEhp*2xUeuojH-jaww+Fs%Hk|*D@6O3*KlV)dSn*XKQ71UcGj>44%f%x}2a}u>JM5`S#$R z$g$c5pnlHix{V%Zrod%b+ZptFf>w31FEh-Y#Xh6#b=lm9k&NJ;&)3GxGxN9H zX#cdijRoBES)x|IVY^+0X=d@CJqn;TIPA;RGI!mo-;(>VoPT?EMa3(ab>?8}$|i&M zwS09fnrwd~T7J*$Etd1-XUtymGAH;AbMa&|-hFwyV$=6?U4iMc1nZgx)invCYt9zS zZ;dBCK@DO%1Ix_IcDv@8>~3on0EfxFuZ=fP)`J|mX|Bi&P$z5B+&>5J{d(|r$=Qwk zXZ&tmslU4fJdU`stx`lx;^AvG@Zd{nLfI#E-D?YT)ImE|RyU`p*KgQvRbic3yoPyp zgC{urK?|o=KbimhPip7&-X8%R%hcC@StsD*|8L1rrzu~TfR5U0o$%!e|F`-uj`ixf zeb*lGstjh_FvD`g%nJ?9$?yLg4a}C&?Yn|7=JbCL(_?PpKX6Epf zCV-nz3;F7GVsoWx_iosIZo@wj(3(Z_T5u2fN;@oFes9i`S@J(KeUqhJiP`o`%L@1s zptHSI4V?PZGH$V?Gj99+*6V$r)zk@PFY0G)d|7P2?XE>%>D#scw;vCFHG9f!yYSen zrT@$q-+f$a`X$!RUhMLPt0(m>iYxZi*Xo8}z4G{VYU%H93R>3%d?T*8MO-tT($3`# z8XteU@X#dCL{l@D=1*I;*?i~)4@B+$6wn;W&9)gj!mzN~`h{EYuh;8OKC8H}a#_mDoM4+5 zA;Gh@tZ(w?TwSl3{b$C4S(}#4nzXe3?uq|Pc3In>n|)n5_w&#Ciq?l=Q)SMd-%|JD z`1NF-=!oKTkFOTQO$<3)5SO@Q-}w(8yv}bAy}R^!anbM3P3q=fW1UTwM@lb$`G2DN z?BvQDx=-ON0oFfvb*enGF7fIe$Y9dbg+ZIemZZ(RSr1CXubb6Ovz1N%#)JAv%u{E* zfiJK6@xf|oB3^KTOKK#{d2zW$HT2w zzMx^H+*uDeE93JL4Aeiv#@;WlVO}zGogoSAUr0vi&)G zm~Z!~4R#Y%{|GUMSA}zAnPwl%g4lM$$>e`I`_I?=_sf?COy>=q4rzkPl!Dd?7ha9p zo*mH(SqOI4F@MFbEz19c=f)ew&(r;Hb8GcytGBm5@2p(wHm&&Xm%9w z;qA2Z`g0@XA3Lybkn{IG;JJ8ZX8j75+?JU$pv@q`v$qq?zg;RX*<>kK_RXf`7kD-0 z%dE?KKPvCMv)cN>^B|}$z3aHV{@10xKj(jLpMU&M(Y?n%!=KjA{Q2$2>x~?t>vny% zpOyB(+yA}X`=YFK`OCiE_?|q!b~}In{~2qFKj+@<{rfZY+p|P2=g-fqq#s-TJ#zKr zvk%Rc&avv=u(6>J%{%XwzCOPVJOJ=s$|)Aq%T;{2xoydLDWM&HOBH9;zs~7-{iR=M zW=`Kz!}1d6$`!9uK%;KEbid!^{-^J~WZg&m-!`(0UlqF(|D9hJA%Cz85*a((GCrG1 zD?9zopEmjIN9Ojf08p>dEkH19`yA~#5Ar)g!s`StELUD2nBsZn|4k8T#WOdcb$IWI z{Pw#VKKq}1Nhz+kc~cUV=Da)=Qj53rTb1XZwpV`uUL$eWa5>v$zCZqV=gTYmUS5*- z!g$Ji=?{ue*R4C(Klcv*+WL-b?>>HB8y@=Z_4UX7=lQjN96a+l_WqXV;XC)O{*`v3 z{M+uA_kSf$S@xf^ev@Tgz=qu?US>mvsc)HByg$Yu$y;v@9;p7i!0j^Mo;&^jHrIWb z|8?>IQ2Vy+brMH!HayCCvE^)=mLFn0Y<9$~Kc|J(KVRYKyy9^V7;SO>AAEhi_r86v zU z{NcJE2Q~hB+?sPf!L+l+LD$X4ZuZzCHFeWzWk0uPkoL+;-lp2~XMu2eZoW{yfPBN!quZ_ht&^#XuYD zwHf#Mc72>1r{!;U++WmcyRl%pC1jne$eOeycDBz9^Glw97ATcu)mumY^1VEF+40y{ zeD7|{oJ+Z~bic^_oWA;tZ#3;qK*RneTVMX%D_y5;eBgB1;e$(yErdm(Gr-M;JJ*Dv3-%w@kFv`yQSz1xb{ z_iD(?JIr2Q=eIwv`1P^I)4XJ7UcNs2eVtUJX_wYZTHTb9J|y?f`Eos^mHF(={1yLF z8>RHF%;#(93h+Dv(FXBWr5azP6Z!MOfGN#KY4i@|J&OpUc|Nr<@(qR8jSF}@Cv@=&#W>bFuLB-$otRJGeZiaC4B9{Ja{JonYaN}Yb#$BF|JeHKRjZC&SB^TT7Vdlb z%gyy4H~khrQfg^)?RlNVt%a|5{rUCq;WmMMwvDE27yD~A)mw@+om&U#*n&0-m9p{} z9BMYn>1$oUv~elZ#@v?u5Ayq`t`qqi<{jQOPkg<|?d_3M*KTaqy>W0_#FqaVzcy%^ zHQ#caw$3cqZBI~1KDWPU2;Vjc%9DG1SKakt;Dd1GDa)tG%W2mH?WsI;t>TcFO`^AL zqIb@{=K5vOb&s*#>TTr<4!in77HNJ6_C0Yaf7Uw_+jl|bIrmKxvrQKMcb}EhcYNBp zf}E9VDd2|b*%#^oH9NOYeRw?uysWTKcWaBz-(@fTEKHa?+*6aNfJox#2x;Lx5_x{XXm%r@rzI(7XxOi<~vF?hU(=^tA!)4yo zm9vsxW?c?hxX1KB$LWSmppM!1cJH$?a7`QQYcJ=my_olJRq-avGk>!?_g38y>DRrQ zrxTky>%q;N@p%bT-@lpM2U-(hAM@&N1T?c|@#lS4yK1F;_0Qaz$!8z(Z(khL3-=!P zv%nj%>M^tXLDLPh_s5|6?bsUQV{4d`uL*AbGT--O{ew%96>q?cY|B1uxTnAU^|kdM zAuElZ>2F_rs%Pnale?K!cb2|;u)%SAmry_92ZLFOfJa=O7zf~!lEajrBnseOM z=WhfL%3XQzSBtGdehQ?g`uA>-`B9`Kd?zIR&XjtgzbVBw+e&UpKt?r7>bGW2Z_0N} zyMEHX<~exg<*vNm)L?ibX8-Q%SL){Xb9NXw*o#&zF6x4giRW`}$mb5fngm+d^p1b} zF3oAsz_^t>`~IB}v%FQz=2KVBK6S-+Bc#OWU3EA)yW!k_tG`R~vv*&by+3-|zj{Qn z-9bQTSF5~~o!XiIW3|J z37R$@rBipwMOP&lWbeMX4Wx^0wLRNO``oW#MsIHY`xBaOuBRI8vv);R@Yk6u4R*-R z>}v9HbzP>U8thXWSUP!?T#VPU7O8H%6;tZ1Ua3aBxm6F+RIcZWtZ7!)rb8YJS9)9& z362lCy4lDz*vEFst2y^FgCxAJnCrO)Ph13+)L(Tkq&7{fC%1jsB8T9J=1pF){kpEf zYu>uueivf9L~4@W{t5NB9^W%m-@DDe{_4$M@0%jQP)$5}$CoWi2$raSxcbW12SH|{ znzNH$`CWBhWg2>Ivyp3_`rZ%dT6%K9S|TKOfb3a2yK74xB;@+`iE}hp`C7ef{r_|I zxp&cB%VtyseqHv;I5;uK+C-G~a3`0qYu7R*Mi2d4Ws7smSIGtO=6#S-`M1R?sQ$r{ z>))QQx7u9@a)9gA*{ja`Ol_WRWj2*%_Mxh`p|7$Egi{e-YVw=^sueGoE9#Qoq(7ln)YD_2F%Tq*swa``L8s}f(YEBsu(I448ry^5skU6%_j4eq?8 zc?}lmVe$(!{%<)t!}jIYzdu)>%Zu?^UJnZhNH`oj$gd7g5LQz)=0Xz0xoj&{{hWiJ z|M^utg}Ck!lI!^VRU4OoC^!)Msw!+*MHei{Eh08+{x7*8-*N+N)4P~c@DNWdu(q4Z zGXK!xbzv)CTh~vY=BFBEb@a;IRqY|S{~2c$96cWu!pXK9n*2V(!hDs??K=-w>U4(XAGLHH`*bn?)UM?-b_IW( zuxhhZB8T%q@ukp0;@Hv(cnlxgb~rflf#x0YOi&@QYmL6}ku8wOO8?@{oG8(&yEJ&_ zrIkL&>8Rd)`KATIkr%qSa(rW$nZzs8nH@xr4uqOBEMq2gD$|OEt80 zlGd`kEzd#O;qd~U*ngS3Uo_w128pk7@)U)Y`aOB>tGX0Ie+2FDihX+|T4QBW{VTOl z+g(#aI89p*?$y?-Hk8<={x=bn=BlSp(t?*lcl$y_9ajl(tqHnrY^)mE8Wv;-E`?TS zt+RiSuIq8$|Aiy39&2c86GG1&z7SEyRb5P>txc<(3NCeTgJ##mFE(obD+%)aswrDl zQm?rp>6LmYv{vfLV_((95L(f8U8~e~mq>^x*D6S^)2)(RZg6DL>0B<59jlxiVP0A# zac9#X`4w6J%k6h?tXk4%IW?rPVCAlh^FXysuUoBrll|P@sMqSU7Q5=Neq8H)6_Ffb zFZbs0*XMAFty>dxJbL;n{gsc_dS3;F;M};S+Ps>pl3ABJ^6N2&23>7F?H~$i2(Vo* zYt~-XC&m&QbR8^ezVg+<)CFFvJdM*bH+0+Sami$rNUm6fyjan;TT})lj1u3-_zutZEYf_0|h-d8m-8>RHp#lMFw--a7O+n*)B?G94%D9dX6fArdy@(#27AW(pXmv{xJ^0~6m(mwB+X)O zEHV#h(7W=&$j=oi-0oiKU3Viy=KI{ZrR(xzkF8v>%QLiJ?{P@b)di23|80r>@S!c( z>I;$sz%7B2V)I>}PFRD&?YrLU6^o#SR=w$}{%P`;63#BV*4pUYtH&G~f~e6i>fU`J zX1I%E)sl7ZW7$?MS(To~wrWL{$5qSFlRCVbtDJR~phr+B-@2C$QzMT&&D=AHUngXJ$P)MXarxq^B#)N?i?cN#>8>8yhRS1K)x!|#)~My|C>k6e6uMn6 z7#s{;>uWun%_0`mI`L-}Xs$342{D9~j}OWgoZ<*b6aIxIL#`*ewOzuwajq_)t-w-!?c9gb^2 z4C-D5E`$73ugoZTf0O^mG5ozo+oo?gABn zlUKn~H$=~!1=&+~feKHary)Kdr(M;}id}A^^7Z7eDQvborUXl#T8XG8ZuJF69$Z!IuuPNC#$- z))I40arvc+)-T`G;_`RdD{oMRygccZVrcXgzT1~3^xR66t_lE!+fvkU3oFpF*;h1m zmt4%Ll{#yeL)vIzZy7%_il_0e%dlCbtwOfo2jec$89v* zpmIm!(G))0JySvqzrrJ_ZM$-4*aWRR0%=os$;ElCin!go3fxNyE&a$S{!Dn?T+5}- z{d%sU(-uMNiTX1k5_kDRBO6zJa6Y9~`u9m{_WulU%eczne7D_Gf2*jtrS0aIA1+;k zT=ngdUA?I(^r6gluh{#0ri5;UmRh`iZ>KYgi*35K%**P_i=c>9%{8!WG`Mty;eSJy-kou(|O{vQ-tD>xx9e;YGuTvK^;R#vT`i2!fhUzn(4K z;q^`Cs^1U!54-mqKVZAmnP2~Ds82njw0rorV(Mb){`EoE%Rw@*@Q&KMFW4gI+>d?b zUhQ&mUTb7j!{8ZqkL<>xrU*+{upp#^8RxYo<@~|STRJj3SEw#nUh?AM(i5m5x2cFJ z^5HbU)mOgW^`2M{ElrrK)>Tg4SIxRf%k}zd>#j92u3>#j+VJ}S9$%zoe(mlQ?OUAVyR-e);wcW#_yBD5-{N$VUWXrbfZCZTgRAAOqjjiz1aQL-# z)>GE4hw7VS!&a_-_;pIuMo2x;FfaE~e08hx?UvII{9XneeyzC;sc_)QZ(qCTK-do6 zqgtg?qbs}Cf>SssB>KD4&K;UKZ4I}I?a{D#N!tD!VNDb*u%;u{Tp;x}joz?M@P*Bi zIhOV6GGE`hDS+d)YwZj~x8?BdL~Z>IqVHDi@QT%C{~{7y8I=aI{s;@zFR%t zmnl(|UTbZZhQSlWF4?W0nxZOQ*V<^h|I!Vu{T!5a^wzr&+Xd;?D~<^Ew5UmZuOO~cYIb(RezGXIJf-Pw+X9w9c8^#Wbak^X!*UoaM*k0)a6&; zrFh%+#bI#)+Ur+LRnK{89vUBX^{_Yh+8I?IroSBT>F``jo_Yw>!qeQ06n;H<$Jgvh z2-{H)Zs1LctgMephxlsoRga*!h@km0elIU9_MSL(`3bm1Zrh#1;ugrRpD4k6rd?jK_xEnOaO$#?Hn{Mg zrK9KkuYub;@a;l<+4`yy%}t*~B4Jtg)J0y|Ov8`@*4 zhx9bhXmO;q%3lSyA!*uvXM_rz(b7m0&6p_~ z93OIb$tw5hM%p)vW7z!T3hyOK&6z5ov55;5vq;sGbC{#T>ID-*7o5<#V5EJmY;irP z#dcwHsJcL{NBh^T_I1HlUp}DNH1)8wb($#a?So&Er|y!9Tec6>-sRN~=6_+SvR6mG zZu-H!PyAm79F|5&=%Aomln}Oq@e`;_YSBTIN$XySave&{Jtpb_%8B($&uD=H7M>;y zS8L1&4LPGFRQ4r$)vtF;&vbo-1o`#*-7U)QrB+WgLDdaSyhHErof5eb)N8u1x&K#l zQ$fmhm7{BvQo|-1!J-NjQyr=C`lD@^$lcqtza-*MK`{Sy2U^pV(t&Y!%a8 zzNNx+4;H&NcXfds@M{sM%Lz(*^O}DN)PG{!fBM+Lut|p&9iJYAY}JplD_UGxqM}>7 zrbHQjRSm8E9h3!XQ)#|Z_J7hkbJ3-);HWPjf^tMPx4}yF)`xF5go@nI(t-$ro4p@` za#XAPnkNe{S!_3dZJfM@O;v;D4tSANpQgoAz`kw~L->!rjb5?*25Yw_y>h!6yQ-?8 z`l^2O*TzE+V@~Z5e8o9;#mA*jw1SFY*;nhhdFc}^&O^=KreP~rznQsGf90x=sgTqZ zX)^=-}~ySr{yK3lwl?u)g! z^BWuuN9qMIzWWd=^n=U$SNO`;jLTHReeNz<#XjSa_RV6Bs^0Y_TaIc~)z`?%#-Ca* z^fVk^hwPKx@6{Cl(2jNWm9Ia7>ZWou-&z40`pS};V(r}=?-Qth;LxJ>>7S4z>qFTe zEzY{BBKy6j#H%{ZjN9_o?dsfbH6B~ne!TLyTYA&$S-V^q!xk}U2R6V0kn8bn#x*MS z4*o$5+JX~6iT&GBhHgk=kG;?k^iMDS@S<({-XaOATpN%oMzA&pu{y=rrR(0ub8Qe} zjR1E9Om(Zc*(wvy?RG44MYrlO$SQ`gAdvl2Int^w!s`07^$XVcS!~kIEBGB$H&tUl zQbhISA74M|LAb;dNH81)jhWSG?w@44``~xhhZ}MivxS<^)Bt<<)OuJvJ^k^lFFy6) z`bm$%XMS4kqrH9xWGLdoX89|59>vxvH#r>#s`_=U)Epopx%y(bMpmpAapw`(QnrK=x=u%A|h%r{SB@=bPS}u>bV2 zmgjrtTv~K|`Xl66`cd{ni@T<^J!E~*^~c^HLzi6*uZL8mYv0>d<(IuYVfeDQ$mnSJ z%txzzKEjLip8WRpn+}9WJ_HNK2VH&a{Sh>#ckEzc)1?hhT;IQ&qq*;tNIXhM;Ba{4 z18tk-HB)!h{kilBl*qx;3y!+eel>7M@43jnIK^wd(bD?xnU@fry4M$%>R7pHQTWVh z@t{0!yQieM?Ao^pt9%3N?@iykJEQB^WT@K^JWN=246imP{Cz7B>dKYoA8IBJ+kTesdvFuUl@WLU@--bD87VL#tjC6 zkxSR*C+sRR2yTG3t{$^-PAfQ)^YQ8faMn#o<=TKq64Uq+L>V`1Vv1;GTI0kh28-Qq zS-yAJ>;LEpuVK5;`f0V(Pxzpyad2XdbzLaS{zJvR;VV~j?z->`6o8OY;;U7&UO@fU z2aBEsM}7GbR2K?Lwa`lOzKqYU3VOmt@A)J{B!CXOI|9#gJgRaK*T zV3O_egD3Z0n&^9FHlw)L1}@czRv{gD=i`1~f~ez$4?RaiUscs;9t1U$Z1+t`I5{ub zX~Qo@zTj6sUUAM6TI0ki1{+m24o+;aZVF{Nc!>QbC{MK*BkJFCFJxVpD)(wxfNiM< zYl96x=DTm`vgz;_1PjIog>uXS4=W#A!Ci9Tf$%)VLa%PQxKrzqN~6QKKdx5#5gPbs z)deOU&`5OqbUlTXT>h1}a@ap_E{NFt;N&)N)AY}(fI3*wr*&-m+xfrp8}|S6uD3tr zvEe|2Gmnwq#XVn-MZb@++fbZ+rJZeyj;6}iDe^uRSN=cwxcAIcf4%saeLMg7q{K+%)j5iefr~G2_BgrvRu{|9-sA)cwh7UQ{&v~^q%$p5$DG?T_3hW$;+1`l#lm8P5Py^pc`@Ths2dP3o`)xs?o7agDd(QpF$ zW8J!g>t~tmO6s}JtY3TWsm#X(_oK_xy>Y#b-RSnM*dC>XQn_Y3pPc^ zC*m-}vQL?LJaN4m!51;PzA3d{Kxkq+i*wcwZV!(m?^|8|q>l6m~i5LJ$L7yvlC9( zb9Y{9cbTZz*uyVtr4lh!Du3_CYu3~G-`rUt^qqf0#B-4q?57n}BwjOD3J5(C|Kqi9 zuAJneuN&S%3syjlD z9!-Cg^q<`zt?E;TO68GBOGIU@(jshSAz|-O##vtU>p=JRL=mGL=YRE|Oj0cB%cs~s zn7(yk%4NSru|?-9n&VEzKUWr>{PAGrd);}7#jpPbN7Q`t?mi>I_L=8feAIij+uuCi z#Q7T}Rh49_>~bmDzsT90$9=lbJqI}#9{1^+KIgb8D!*J7>^{FSRlsOkI}iKxPvU=~ zy7bT8yr9+OJC|copXAL0S9y%42CZ2u*ig@ZE&BWWN!nXmKbq~{)3Z$SroxdK-rUL0 zU$;E_WRg+!D^umK%e*a%oY{G;O&U&1PcPS#SFomT3GY;S^Dchax#7kv$&3mmo#q)I zZPG04r|y3+ePv^i@yCdLYBG1s{ssM8YHOIY>Sd16xu}|HcULuT-&dBM?e(~Jc5caq z1^e5=Ynh7`r~hg{W0FzDk*(5lbo(ArnP!n0Q`J9Rlg_W-`}rFC3A5Ki5*xPIPTS}r zsB4vB(PAod=v4fN(=#VI`I=8!nYq^L^sAt{;OEC8)MtdK&v}z`#gI9~?Ar8YLRstL zH1Ry^7a! zPqUZ3D=`#{$T{=lQ(;r8fQif#DZV1!3E|J@6zW}FV)kp+y^I=m-kPn`fBl-%?H@O{ zpoagC<9`* z^>qFTn*+UjKECq$)O6V=j%%TZ?=(kUY35) zZBv2`e~D{5pJdp_lTUe{IG!jF)3IK^etPp1w+#w-3`(kXlDbzbc_9(_|>Jh=9a<$R~8X${p6Y*smPXzCx;Q=Iwh zR_?N%W8YM6cnS4HZ(Q@>Lgoh572l6W=f~XJS<@i1ILf0lJUlC;~&tZx7Yto%`-SgZ}{j??X)z5DK^m)n8z<-sOdK@orPSB1t$lI|4lnK%gPMf~b zsPg$I#-cOLNo&*4Pr_8-|&QGuH+f`3?-XD`AV^-BK+3VP z(-tROt9rhcf5KeTEOF;8Q+lLr=VV-TJRG^@Au7Z>--utY3+Ky%Q82<>D=%V>rwAs`(T4r zngw^-C${=e3G*K6M3lw-4=nw)!g)*6;r?+}vpt(Wa`SD6zFsh7ud&#zQd;x$@wn9@)Lw#e6xI?AzurpN{`f zzuJ~%PqwR{-BJ^;#)TWU%RWhveq`2sYIpR{-m}}L-u)S5oY4M0vj3C*!e6hircB56@<03ZH?BQ$fMa%e0Z;ui$-c&!dp@2k*OR|dxi_5cbI*YT zUk%rvR@6CuU|Mp*X~PYyJU+o!ynim&e6@eZ#JYJ&_P?sqG|i6myf)l$SlK`1j749g z?C}F|U+!kSEG(9NCDBDaqU4OlxklON2l#g6ty2t$|Ka>aaiuM<-c$3^M=OHe{SID# zu2p~U;`UGVOHW;L$H8mt zA$;d%n4D-l_&%s-=f25T&2@!^Hmz{~d3)P^?^@#%^<|!4`Ac`_CtdggvgwTpd)XXj z7To_aIOBU|$4`97%sopb2*&v%*x+3rgXjAa#&C!gKtuFa91zAo-mzSC{%C3D+zx=t^i$(GgEou6+0>&2_!4GI7IKV26w zyJmed;{D|A!d*WOd{w#ODb!VLvK}|t~a730@gR8cB1e@Vu&w7wO zN9Uh2>1eut*5u=IW8Xjd#=hs9=B6C9IK2LWgbQ!_L9i3|d}Z7uTV$J9cyxvEoePT= zw{1>19=U-zEc$(R_a_|@#{KJU zPsM+ps45bE`GM3FyYsKt#q>ALbvYPOzhomQu&oVe!>T#CH!tpLc5nF9y!2lm*pA2G z0`IHujw5EvzGbH~ZQb=bNVnoyjkf*yIr4AyyL;ar4y>KMn$diIW|h<%72dL0Y}S6w zGyfd=S9+yD>dX`7C%;&(8$?*F3FU7ASGoo_3MJkw$k<-%ns>Y2+~x8<2W@`G`g68=os z-sF6|=efy@lhTmZJ-_%vuI^k0Z`R)DCO3+u-dOT}b11)WJJ%+R_49J!8~5$z+Jp(# ze}4I-TI!7|?=j)Z@Pc}tq_)cm*Qy?WI`@?Mi2z&XhCRDh@ReE~G~$rtYqo7aDEDyn z-zeYcsLth)8}57w;%(C3H&-~d=(d5Zef^zN_sf#j7Wb}SpI#T?$yfKf=Jwx<*VC^A zP5Zff^83UM(+woH2Si<5nB4Z^mN>jcy~J_jybU)31j^7sUd-ZqS z{_EWTA#NN{`bRCfDx~{;-TiO2{NEW z`8eTx;fCiHH(;|k7eAt?v>AW zwdzLw++#V>uj897^#0acG4aflW3TRPF5LJK-27v&W-2ki2d?{WXMS&9KKX`Sd0@^P zaPH;%Cc|F6;#TeK3k~fb`aYpGKtE?-0f~H)z@(h>mlX@f; zw*6cB{G_w#hwH-&e>_NDdi>A>tLIybCT*!%TR!WU4}bICmV*&uJ3v{Z{ouUA(3x+4w&`01 z#V6bR;y+`g#xrvsYxT*dkADt=8bTG38=j{g^trdQroLg$;e@68_w1VS`N6{@fg7G{ z+$a`#voPm-t{t<&k61h9x9>koDqOyQF1sLi(s#52Gbvwwl@US1;^!d?; z_@VB&c}uwBI$NS6;4Yd@Gm1 z^yP)Ufq#92LXOk|SS=*R{Gc^s!0v+$LtRciZN!@Xq94zW#cNsObfTD>f&eZadk#+53ocwER=^ zgIn1{=FSb88NBzx@~pme$qu0pfpxddrmPT- z^ga2y_^fa7gA0ovCY9KKal@XXLlKFciqjXiwhUGUAP79@H>2~oWRQMepczr zuD1sq3mzy~6bQ&LyxHfQ-f(4~e|kLw>we$#2A_KUxi2jXCdf#9pB!^=;r-c6`doZ_ zG-hnQ2dYFPbFY1E43GbxYjTlWhJ~H4iJAQ%2(t`zt1rH=F3V6;$K^p3BxRuuM@3C55#%q1hs6*1Pk$L%nPwWY2UgWdaGj?~R zo_UeQk@3MUO{sh4%ksAuk{>7-8i*}i^WuWxVUS6XAPkn!v6~PczIm@B*BOwgMFEeD z(6IwQ3iLmm<@6w`S@Ch=&U#Q0xBgqN4Ah;~uU=0O z41XR{_?&Z^+CK=dHHy4HZQ+wQHF9ev^{kRI*EPI)TJNjpVm^^wq0G_l z21jD{F8nv2`A3tu$ZO@h`kH2+lC0eN3@-=Y)6mqP*Si&BOX?@KPYP)kPp8gx|0?&F zQEdB)=k*5>PQ7w%-`RAALm=YQzO(5I{=a_)@u|}4I8Y_(eD8#!KDcDsZsQ0F&0jC% zT6o&`Oaw{f9|^i+b)F^s*512jW|tM219rIN$9e~@$@Nw$IiVnuclx^6eLjZ|+)hv2 zGW0}+Gx8=o*hXNKw z95SJWy59bJR}Wl0?!E41CeOxW(S}wT2kgE5|FQB0Bt&-=diT!x)jsXr#dgQb!4EVv z4eZ{Am%Lc;P{g8$>&%n6r`b<@J!sz{>Dl;MBh7-fZw`~YU*l8$A8uyNQ@+KTF^l}j zHDmr;Z#>)6ww~2*64PTle{HLf69zwzKIKi3HS)3B@HvI;_GNDGy*t@OEDE{iSg`ud zVNzdk;Mnpf(oUUkpQ!%5)$-3O-6H-~KKIwZl?{yt zJ$Y4KQ+sli|G`YV$yGdaRM`BanAMw->WhE2{(ZgRp~Q@n?Yk=Kw_d-_9&u~obE}1( zGR*3Ijl#zdaAuX?mb2KmY~-qS|Q+~Y6kBp+Jv(y?HYg2exu;RQTt zQhZJD?xC+BTfe$vrMUHis?O#IM;r?tDMb8h%4g~Qop@o#e74@-`Hq(-KTz>Bh`RV^M~3~@PhpVl-cmD< zmCtDpAknMuUQX%<|5GOX%-O~RAzmMc!K zlQ62Ny0d$NqsiaB6JB~2Oj40BPl>*`(7A2$1DA+*$DV?cc<$jGS;GRcI~p?|Dp)`w zm7(eJBk!EqPi9N;ux?k|UDCW=e%nIF5BGG|y*-)T8-DWT;y?HQZkSsoG)IN=Sbv4K zRZ0DY0--q;oRDVqnr)u{53D}Tw*NDzY0j&Duyb<4Pv)!(BJuYFU)3*}b#{fn)AX!_ zGvRD=)~x*ObENos-qZEW_tQ36_1_e+4J)@l^?$4S^G#2}mP~Y>8MOD#;s-i`1(!4| zibc*m5kFy-2JTTu>c9JWV6}E#K=D*d&U5v1SknEPp7O8QURs^(b*|-?ipP$r=a>Gu z_R}i+h}7$?ktcqIO8@=JzO8ccKD+0?zAcgWePDjDUF^Wpw^LFsZF#2kUBSY8S{LU* zP}_ZvoQ3d|-G$&Li=1wpP+wSxC5Pm>M&suPW)?s2*|_dpn$gi+RnrdsyPs-2v+!l6 z+2s0at~si#$8_g~6=W<>Pg$+p7MyVH=eeiM*7|iKMob@XwVZkH(#C@OaFF3#=wHlOOmvK;x)#%l4i_j{$9ZY97hKy1(ojx~Ny2esK?0Vdsk~0Myb1YfT z$uOOc|8RQxtf@Dws;^Y6T)F&Q!@>L{j?zOM%hL9L-5apqwDEpeykF@v4aItWt>n5X z`|TpdqKlWUzx3^nynH99Ox4jeIQL%Lg3VvuuMyGB*nIk+%jM`>KK33N7OdyyFs1u7 z8VB6n9vXh3VZZhLQ~&?HWD)=Jc6spm#?4O-L>50dV_BfK;@i=uz2L#!*dxL=b{`(y zPM451kzr2nYcxK7pdK`EZ?@%#@pDz(uZ~6?k{_-=TyxoHuH~x>&x~edE;zJ3?exA} z;XPMGtogeX59Ggob7z|0)-^Vj_WU#FF{gJ1eLV00RHan78ca5yz^(`??DphNS&-~j z@L)~fL<>-R51ar#iC?Ka@H1hW>e8TT2Zic4%#OMBaAIj!{Yw28bp=bre@qYAwEny6 zm!(sM`27w9T%UaB(z&j#g=?40n)d3c97{T9Q{mcsU3{{}GA!w!60!JafOx#y=bklE ze9fO{8mS+gIr+gE&w@6tm|2A}r}`z^`J`TcU#R;guIuczZMmCD&K&rvb1Xt!Ts+FL z^7~1V4_*V_9FIrt{6bY(a8c{{Pcf_jlGLJio`&wXS8U-~Q&g=Z)A8&TM{g z#<74+;LpEO>205DfA8vL-@Vs6V}j4=mNY5TrRoP=CneN8SpOm*@G!W%FTG;$^T4@e zP}w53+&*PqMqpsD1(%)-tGL5@lgFUazVHvP)Cc{A=Tc3Lx})o3ZU+YCZ{px}I(5us z#q?LNBj;>>aB1@crO1MdIy(x)&VUVNcRU=q;f>9$gRhtq3v(BH%bLiriSspcw;yDE zkX>}KZN}>ZZ0o}(#IJH(e6X%F{(m6bef|UY6bjay-;_|S#}@v<=G6N;Nzn|~bu^CK zbr_~qNyVt}9!oXRwyG~V^I`D=XlDrI_aLdnjceNikMk@)*n0WFq0E9tsryO$`_`77 z+htXl;nDnWTYKW(H#hi>NWN)f`!*}?3VSfezI_F{ZgZdfUcvS@KrDMPXX!s~@9jUe zkNKQ$>P|Umv3LE83x>`GZ@XbbJaO;uIG*8Yt53YK9D6`<9 z$&Lc4n1+3~ekDoQD&r1FJw1Z-w3SK1^Of--aBy$z?ndyv*qva^8gf+jg**|KOA@SIXBN3|Iefd&8CR z&&MQsW7o{Tc43Mft9WNqVfHI<+ng)y)3K*>>rbF( zCv*O(zh7hYRb>Z*&sCKj1wzo&rg+$M!yB8{gNhP|lDegJ!Zhcwh=Yw_^~m+QH#OjS zqfC>u&KLImyhpb_&+IZSj4SZGzxL0vXW6<3Ci!=VZr#=Y?fQmKZ=amrb3^FS7P&=V zRCag>_53aXC4|GC;F7`+WXB%A`uohw)D6~u{ZaVCrMnN}P*$xP@!}vxVFCd@~q;6SCN^Jl8Mp>nFI@dxJmdnxMEKYf1l zB&@EhST1#bdbotqGJZ+NAl`QuH!X5*=Q(;HNUnwF=z$PB2S3m7iHEOl&5D#Yn!@yd z>T*SAO@luT-(T{WRZKs(;D4;u;y?Gj($6IQp0LpVx8#`4x_(LZWVgVCf)_Iu ziXIHP2O5N4df-B3oSUJtMuAs^bUA3oY6_EgrGW8{W_|zkDgQxcY=6mP_M^<|@$Us6 zjWWQtOL;XewW%-*XGfW}a!^_svZ`R6jd4N#1BvoR}mizZy+p46b|(9x&YYbPk{7&(B@|>^SGX zn6Z#2;#BhtMz%LjzV(O2=Vzh{{3Gv=KQ1RsL;ooLjBK7o_VR=XQJX_2?L9g69H^GPaRJLuz}(t zENz*yThOBw{9;q;r#YSoU;#-@k#F<)nRsG~d>c>P`R`80zOdZTF-kFEG@HW!nh)WV z1kbklB{qD1a#eNl_xLGdvPNyf35Pj1{9)W*lezrzt)+9bWOdhZ?V7Ux=|0PyVTOV8 zEq8o)Bln{?>-VGSvu?1J9(lj`Z?5v*M~8)yW2U9b8QC(L)lXu0Y_~$&qC_v*f-!9^ zc)^K7U*U&SE%yHTd^)<#6CSeMC}7H2;8#8^?;p3M!ZDlpeWA?r^zBdCpPg=)R>hK| z!el1JDBahTfjgx*uQ@%&j&0`Nk>wVaxRD z%<8$5y7Hy9>fLs)*qf5~biKcgbg|FIvbg!_5jEddux-rcNbt3Ovof^rT=Fva18zzQ zcfJ&X#zguWcpG;>Qsnh|jk#w}toFXR@+;dVBMwQw243|8$NuW1eBjt#uGq}*BlpCP z|6)eA3}!+MkGCz*wkkPMz;FgMqH>~uA&24pt6rBS^-JfzTwx3fMTkEeUYs*JSMSLD zPfEXgeZRVVw>L8rPu)C2`&03c4Q~88B!AmaDRWoIZnr9V<4FvUnL#7tl2L3rPY;?L z<}{ehKOy;&H1pxBOP73)p8^`dV9BvyGHb|qefZ+CkjZC5(q}(n7w*k@kbOc$-m5?} zt-YRg`}R-UqwcK_eUN+mQ%}#&z<*W`x2|0-o}I0cZXcZ&@cDpUnu_w#SQT(zi(|$~ zh~KT-*SpA9eC$3bv`^UjqTyk|4G%ePFchxsT)*=C64mX?+t>eV}CUN&Je))_tkl(|vNPw>_#~ z{3Yn$4Y_4?Dauu)k&Jy}>Z4iXlgZ;n>w0ZL5+a(1<%yz@TG&J)7J9 zz@s@<7rwi6_ep?b{ge2WJBr)?TKQ(MFA$HpTa#IDy=4JgZ}w>wu{EYUrtVKOI;i`0 zMzhTAG$X6Dg6giNYT-wx{$l7+tM^Yn_KoF+7gLYvCT**bGZ9Rg@iF(n73fXYz5R0k z_E;RKoF<%bnsdWbmK#ikx!F;NlQw-`SZf-f$o$Xj@RFoYmzdNapS!UAo&DCyyQ6p9 zSU)AKmFL_3Dcc15R`+j|IQ=Dg+grvBQ(Hv-UkopK(eaSsMiB#KjO5}=)?4)jrIiQE zrwHpbLu7R75B&CI`}K$)Y0P@8ySD6KCUMRxm|6FlWtzdsgrfzgRvruc zQ6+q6%iF+z-=ad*m(p54eE&Cfo9{t&9@D-)dwjzo?KHDqv$%=pbiJM1_0}r;PSp1th z*L~{kx`w0AY<{F5-1#7E`;xMdXP4?<$xpHqW&V4tO+b9MlkCipg6tpBKXX0p^iPUE z4qkowl43LaN!Q71a#atg-h6qm;H%NE854hq@1F^7N_<@Z^v87Y)O&lr&!<;Tg})9j zdHUme(VuL~e_J26D>jQBP)hl7JmQ=D-bsyaSHDP7H%4@IN?!oy?jsIS)imdKaY@4;LFK%YR;fF!$ z(fglF)2>`?#uxZ+sayEU{FIGzBdqvm%KeY(tY3R<|1^d>_hae`A>G9Pr_MDWoi&Mn z!;W7Q!nJ=LT;$yLIR5m<_4TYauWuD@T9~UC8g%e%r~cFL>-Mp1cUryeV7hFKtP$t( znVXhm#QHW|GML#It0|?h=6#a)+)1x)@1MWl7 zp2>NSf70x(#?wIJ>!1F){%^wnTk}80|2F>D{Vo4f{O!;2+CTN{S|TqltXFRP91k8N zZ~Gj7vr;1Gjh61V6?0GeZ{SgC18djKnI*X=UEJvGi+-OQd*`HnaaZg95q`$#GXLat z$M^ev3cSN!&DuUMWyYUF|3Xg~R6d_8uV5|xrE}>epEyww2Jt2@ zs~Fy>FdXZSI=C?0*pjbd=AK3y4oSX-)aRKYrh4n+fBJmq z`L%yczE^&ETEqWr=e++`C+j!*WV*KZNt~;feZC(wxz;e}s`@7WJ-e(JUq88C`0usF z|I#`Ctq!cspYMI?|G%9q|F)m6SG_ag(d_d}!TRSu+u!#&-dzCEQ_6GK_c@fbSY9O3 z5^QSU=lGx8bvu{lnuX-Z2B+H|+UfoCb+GdGxi9yuR$SIMbJy1WPp_%n4Aae$4Qh9f zKYu;ZT2Jc!pUkpXeTBCFODFwTiUZFFL*hKC?Q?zn%}S2N?2{MlKK9`HUSVCUGz*3@ z83t>O?OP3>%Vf)4_OdK|eBAqIc8u%&FsEr|XBFn|Fa3XW%Vw?D^;a^qEtqXi?f)@L zcWbV~KD*^h-W@h!^Yw3-t8ySBcyCkk1P0+FzaPP-KT1!@v-Bz)c- z>cv0gJPs=JiptAfzVp)JKbK=Tm6x#}@MB7_`CJDIOuhzLM_7G7o%OG2bX+XQj zx^s><%$KV>S9k-T6knrl`+<4R3H%qnzCN&YTeiZo zGP8$P@$>7O^C!P5dgVH0Y3^51rkhz8zw_MiX6x}kBP!FJ*=7tcrrurBm@oL7#eM7P zkKh?Cwl|i{-yXJK_WAM9r1@WY{be38$@=11F9kPD=a3LT2%hxpZU7JYfd-?##uf?~ zGcmH4Ui-;8&GAeD%Nt9kZw#@)U)Jq7x@#M=%Mso*{i_T7+|{0K%U{%O$Ya*XP=9vq z^ljIZ)@`3)9ue{F#Xo7rb@%SXJ>OM2O~Tlg<(m-G<5y=uBM=To^Ek$?wx8oAQx91ve+1yol_0HNqUk#rH zul#@hy7-rEt9$t*Z=@(~tv&O4vgWK`SA0H)zm;RE=4|{J@(E;-1!TG@&4Ojx+~tW@ z%H0jq9iQ$1$Hkj^OO|g3Vlwv?YW_F5|3lp5h5E}&i{D%>;dEZ+ejrXMA!hw9P%qs5 zz&vHhA_%|44P1V4v4+j3B+mhnUdU;>AP zxWk$k0fL7?W8X>Ov2V-1Z<{BDUl+4p-N7lt$llk$TF{>oiZneEs!~V6W%ui0c zQno_>$DEy0??0J!JSyMGtM1^^Gq8>yU%tzw@K^GOsQg!QDNYdVqoWMnE8jPQov}**K^VG3fFg+IW#n<9AOpz zITzG ze!hR;XTHO~-+C!`_?_AQzIQtIcl(5wKl3O25$FF90~!JU9Dl9q@mkQb#ht}7-q$uP z^*b`7a308cAnl-P>gUoWk1hq>&y5X|4v9S#AHT-?_W8=p*B!d&CVoE=AN;y1{YON7 za8!+UJzHIP?%JM(q4g7Iyksnxz+jQVpd(XN>h*xZLZAiK+I`EYvwodO4X-_@SAMRZ z`T2gvitM=wPPacEOM9;@c0TS@er{K;@qN{2vrZ@6E6}droqH>fuXI~xeWt-#hyR9R z^B1juAF)hyg1_^!=ldN$#s8VKaZ$ZH5vy8^4|meBSqK)mDYfy`jwFd$RM-9=mFJSn*BWl=@i{lh1tlWA5>< z`@O8TRmqtTN)HbFgv=JJo6kx+a&>F$!jdxu|D-Mc^UnEyO8!Hyy6}UW+w1++p4NX( zar$pQ-^cbJuh4%bod{6q3fw|0*y`o;6BLWiKjdh3_+$QqALa#rq#L$_x~YcE7SmJD zY=1XD?acWD_9tf;rd9ouR{4JvG)0jNZPz7%+I2hml`WKCzIesF-X-~j_@ z6|py0z226s%G>T;y~ywPwTW$^U4PT+e6_C!Fa8T==N04C&wcGO|KE1s<$5o9IvTux zADhyZ+wSgrefg1j4DOx{h3=n4Wwp{~{9%f;p9RTay;@dJuU@qdOFuAC_`wOzf+s8% zOc&Rhr~aKElC)wn`=b}$Klk^ktvElcENf1%`loyKyZ%2&_E{@nb0u9k?MDBn?N>uL z+Wol27hTwSx#`>uh3_drXI+z)K}{DAGaFPHb;?H{>6fr~{p8B6BA zHb3KEH(7WSW=XQ}<{5uXo5lFQeEH0IjP55JHkRdr1`py`;DtZ`;^5rHM~>7po_`Hq zlya^?IsJg3#0Qn|vdDko+U+6duSS25pTF-~O)m4>rbW}wKd4gEG(P5Y zzF~37fk5L2CnOCf$H#!j=+X~t`uywgFJ&JI|tw$$;i#gDnZOKbJZk5Ci>u9n+tY~bKYd{dM2bq4po2KZd_-mPq#d+x9+JvwwjSl24Wg1K)F_p=S5}_x0KAo)> zY!*Fi0v|)FhYTXgs4^X!+Ny2AcA3Zhz?!d+30B4AqTh|-;rAU%mxey!uqa}Yv1ICN zh)K4-y`<&nwe7bLDp_o}z0EP*bKBex+b!-KdMj7*KlESp^YwGStjp~Gw7vA^!e@_n z+UdvcXXkM9@o!kHa=;>V-HQu?hq=M+`wj`ehWga!gY*-q({nPdD$I2#5-uPDJ%EM^0H&PRC zJG~40H(gx$fDD^2I6y6Sf|rI17CcdfRub;FK|@u7``<%L@QK0?e%LIXIzzyJ7T zGyevYD@(WYdCp-__iGTYS3khnu=;cE?0aFB!7&Fd{|42C7u9C3>zAItsW{?L&Fg<_ zSFe9^a>|Qaeg~RoFebdYy)dry#%(!4^e{ITj3lG7RcEOy3sTab>NOd#%&F`(Vti{9?biJSoZE^#|VvZQo=)**7xD zI&-(|3zH6s569osoSl-xsoD0keA$)H_f>xCU$X{B8>o*vfnD(M&-HKa^mAFYF5OqE zU~heKk#pPU`$vA}7unBAm6@IT#asBBe!Aq`GY$W5Z}#DDn9Op(llj4sZg7=qa2hm{ z#QenOmx<W?TIC1((UEum0Z{|J(HX&jU)AcTBmj_Iq&JNH5gNF>@)esXNGDMWk zyIN->pRn?>jo2D+q_ZFBWKQ_WUH9|owea0xt}n$Ge>1J$J>~wc0O4ns;^s_$QBaci zc70_IU+Fmw(_=Du!ap?XZ|Cfh^}EjJyY|0DG0U7PmN_a+$M!xAE8y8AiO8%wgGFWJ z6E^6#cNflC8h5+Whiwko+$ zzyZ$i7YaCZtosYUEYmG-3`h@{pCHM?+kT+a`2ov>Ycs-1qm6HGQt7_=c?*_4ZeHKQZf={ynl-+7Gn1$oat$#SMR0_upbyyUe%stD;47w!Gfk{;z+vmOLo_ zt<>_qb^E97=XqA@YOk~3@-}2~GMhp{ZOhd!=B)wKwt0WlNh_-7Z`}N3MZ~8ai=2=8 zJQJ7!TQIZkeysh0q}%19qQ*0wADmGvcqU-Myd?GKv88WJ8ME0dc3kM2f42GSwg=B& zURwNn`?{MsyyExGd}p=!@HcL5Ik00}0cc+oU!(EC9n$&WJ!ZM{dFL{5cbBh<`pt4$ zA;ki;Od!3Xe%*UH&@P4yrvJCyg}?nj>mK}0v0$2j1h+SMCr~P=G>iuAPy9S9_LckO z4H56zXFpGcEoNAAD$hIS(x=iBCl_76-L$v%Se(-t#baev#}Z~W&Xt{ZNiNy)TKPf~ z3m(b0=bn|xwPf$U`rK%KY8A&ERTj6jEsLD%-Fey%fa+Bjp7sNqKHJ>ljEKky($`Xt zU=utH_4U$|$Cm!NobovS1cS-4lb06%-JHUiysZ5|q*KBkPEZs*w07KZO*(%sXvp|( z#_5kbs~fJWO$S$jng!29ESRr;J-Nf`$J+%>W}B?iCNTXj+u<1HbGxo?!@YX3KNnl2 zqF1UqUR?!JX4M-owM;{@)>Y{RXYLNU%hi~ z*(F6~y?y(XU(_F(c}B9}8IMIV+nmOW`@GW%lH1Eq@`On4_f9+T?{3O6_XCki2{DFy z7CE!?=rf($!vR^1I{EO~OZFdLEjqk+qyGjTrZ(XRXE+PkoPL{4Z(Mb6`%a!W(tpgR zAFOTLKlAh#1`BV79&6q;;7)ge8b>*#&n3hrzvXHDRaN5~d1}S~W?TM0JLiAegZ=rz zk{|Z_rY`wktJQ4tYxYW?^Yxpb?C-b&E?rCy%)HKE3?3KYYThJSS*rNZd?I*l`w#Qt zKeHLP?>n2q@Ek;l??0Qe;D3Ia(bD7lT_45&N!Yc>xs?apR=K8l_zAQ1`K;t#{tfk8 zczwR6FFW)x|KX4A1%IL${vTT}b@$hfmCCF9nD-@ElbI8WWG z^-@Ks zUYhjhLC>;7Kl2~{*%p!5LRO4y_0?{A7q5Td-M7!*Pu_Rw^Zl-$;%jb!M}9%wmPVTn$#b9z{L3j7oo)A8 ztmbOY`7d^^p8NU!PvQx?7K*QEsGpVhr(5#F<&u{d|3&U<3sI-raT=W_Y~4U+qrnqq~bafB%2BcqRJ*SEhtJ z=9#SRmlY4MZs1+$!9md+{2pK!xqKol>2uN1tY|ylawD^)FiG zzwWI6Vuupyli96OEdHm?1(gED@od~%T93Bb+*q=&;9s=Gf89C%#U5-nvEDgle!BYh zPqUw8Ny|N-u;=(u&i-%Pl?`r{xow==lD&*wddj^2VkhgnpY3n`9Iv+DLC(i`&VQqy z^$eD67fqDctrNK;3n`btCMvAUUHRzI>jQcR-Pa`TpR#}M%sHzsrr#D?;CSM|K0(#p zM_uw?b?^Mztv5?E!gx+j*;dEQ|F`%4NIvm}Wrqh-&ri?*k}$Yl?G zHRE8ff>-VSRf3uOm(4n8!)$uMa_ja@+srq9?_=0Ik5T+&L*cfViwo z>s3!@R}6mQV{&8B<^r}D3ue7JjN%Cg^k)3A-!R)*VxwfjmX*Aoe^WQ+RyRqz-?t~UxuO7Sq%oe$}WT)MqX&ZD-e|em8cIAKllw0+J;K^Tulofv-ePY|hC8;HU zqtZHsDcLRRme3W}WHud%dgJ=1o@YEFkMjIs^6(d#igS*~8?=Lle zQ9u2h#{ch^X8sbpcf3bu@zMHApd_!syzJAlr?O8R&u~;pcde72KCRv={;~Q#;p&Tq z&XS<%^2OV}t>yQSpOgFi&r9d)7w_B2O^Z2xWyhq)8S@<3_Oyg3A8R%1&$Mc;dtLmy z@1~uc#de>5fi2yylaHO85y&GUW0eN7gY8qoyoEdxR_p(7Xs&b%W8~kL>3v!uO@n3H zCxx^PUgeYQ|8z^PVfwd9qyEdqr2)@-585yXY@h0M{mL$#T<^Lg(;=(GCGQ{anQpjP z!N8*A%muB4ThQ@_%D>m8&KNJ^vPjY4wF1p6g4Q{7fXuVHtr9)IhNq(M$kIPwZ(b?m zi%*K#bWiVj*uM=kwk@2x^5G-#t^a-m{#%;6ZN_c(sh3W@s$U+@_v&<P%a<4z$t7S#KXrM=LK%rV$7qlJF7mHZ zr_9Mc;$Qz}de#NA^WC|xZFWz&_>k?zdV9ky%-oY!mMy-&ZR-6g7yNuP+B>KGi}2%_ zb%ot`lH+2B4J9ky`(9||lj3U1gluf(J=Zc>Z1xpDAN2?}M`y+X>}+sK=^asNhUQDfNV)|wK9 zwk>Et>E1 zV!giO*PpL%HEXU8z9|3ndv5)wIk)C)IkLrPzwC^8%=OZpLA}pF=BVv=xaO~>2HMi> z=czxhWwp28{5%EF0tks41w1(dudm(Qkfw3&YWwA;tGUxZ?f&JlX`kqwrAz%Lu5$DL z{$Etz^sL!3HT75As=u;po|Xxf)m}fRxb&yV<>UlqLxXj#k)UCnJXS~O^5ghF8M6eJ z9;i3{88TmEX{vy+46}4!BX7bj&u<^}Qwp-#r~SEe%YX8G_n*s8^0)c;H})<$@Z;J> zP>*i;fwnNFU~nTKOnPqZgR82`r)PMdR!Fj7F_U3BE&su8CgcCxDQth=Pm*k&dicIi zS`|l*3d^zB_V5CpNs@exyzK|pdiP*d8;m1_g+Ial>zkX(( z#Q9T^4yF-X{ESYjykzpZsk&ezr^%XhhxqNS28<7r>!1C%u->h6z4Q)OzealJ|0k>c zJhiSjzx7P{7t9e6dA<9_f^BauzkE`b-fR-v1vI>`+qZC zf3#e7!V#}eoM*QRcztn}tty!{k*(Ud`D4LNF0p5)m|q;Q;$05j4EG>izjD*lYm2|% zoR)Y+O?dr7lX}oLPR4y@JLF?IZ|ZmN-25)@jkABDp!tOQKXH?@=dxYy>-N_4?3rtQ zfAh{K8S!4;JMW8a{POpv=CY5dT>GBR)WN2@#8y8ZW9UhJ{CkuBG=byxU? z89IJoRgvJMB;_)E&51btm`zQ1{zID^#d2>Lub-M1AG2WFv^(#0lIF5i6s&Ts zsaH5zqU6ng3xM_oK*;rn1GWD|0X-Gm*tuJn9e365{KL9wZYFpXbLWiWRrf7+-7*NQe*g&| zivqbd`wx_QFn^n_=zq1v6B?=2JSV+X@ugyq|ZBu6lWr;^dGVG5Z~#A&feF|eEc9|M((e>m#^%5mhyf==Uw0CzUY`Y=Do)vrsdoZYpN}F>2qBW^(TrsgbQ_ zp4@r4Kt{%bkFTNmb^fh9{giD>>RMNnO6fej5cF9nC*`?#aQ}oTy8q&_nD67 z=3@svyu-I_usd8>@W2AnYdWp7IHuoE?#hvL3tqlCZ0vr`%um=3zcQJbQNkQCS527r zLGoU!n=bw`0&D!9`x$?FP|t9+M35sMda&7o3so^Z>>=CM_Iz7ouy>|Yw zd)@n6_RZL~3_V zY}Gkd_ldLog@5+_`Z?Y^pHAp{Gv}7&5=n4kQ{N)0qvm(G&>$Ps4$QA@(E0pYhfmHo zsq9Dket0yse_MHZ3;*0@wJ%IMn(r6SvUv1hMWMkv-LNeNeutmvPgr{yGP!(m@)FxW zRg;tdPrUr#L}tMg6APuZT;K>anoMkaEg0Uyve2ddG=+F=EZFX zXKdKq)XJNo)P4}w%!o1Lntasr;)53j^-`dupKih1H;2u=Vf}PQUXvX>83+CuEpYr@ z&OA$y&0S-ALSli6!#Dl1gt=|kyAr^?w9hltR+^kTGCfSq?=U!2i=@`+3@nNyWEihqYIvOY#-F)w z`uPM^E-?dJ^~aW+GcKgMNywP;9Lu_<9ThSC;mU(P_Z;T!;Aua&>+`-Z(endW9z1$v zqPfA$A3W^`CmwzfVK*oJ!oRF}nkDmQzS+t>JN+E{|mv-E=#H$ONLx#1t%r^9@kmd9FcoUXfl?;@eM)^?p6e=Yse zt)l*!Cr#-4>p4#48&sd!M9xaESocqD_P2{)en0k)O;b4-I62`?)tUsu&PGd4_<{pd z<##{WCeKqh=uEfZ?3=^l?$=cR)%=0stGhFjd#nx`UvN;{wDkVWU$YAXH=MhE*+fHk z+C0}ezc_8`>+;>CJPR(Z5HV(h<}kf{h3MsppAy;aExT6x9D1bw^pcSK!Oq1GjszAQ za*5~kt~qUJ)tU8S-K*VO&s+Xnnt$PP{!``0CJFbsgTy0e*Swm3_MvNoe|@t2UZ3QJ zPp&l2itU{ds8iDkhi8H+-`Gf(sQ#t54IiW`>e9Hzu=Y+TLnM|8AT$eN^?>oGe zT|fx5x$VIb&jPL=0kdtE)=Ai35i;2SAy4W=^LoASyEmkM)A+$Ef2@AreV^OGUv7qym3)|JYDi`41- zZ)&P|!e{{{OgjrU_`yYbC2VRy^f zvZ%FG>RhAnbI4pz%-M zc$T@z#<;_t^#zYqEF8lMH0@4!Da?NH?AO~H*RmN{*$bz;F5@dSoo)Qh;M*qQ7vZL@ zb#1%j_vP+odvo;gFUjdQiqD_^`EZBHrUy$R4bn>2WF*dQdvHtt9<&F)^XSL>36Hv+ zKb3Rl8x6FI8?2&tk<13&0TDcsozo4dROkpCNq%? zsVtfNxbT$AqLU}^SyV?Y zTNqyDS^w}{Ym)k?+9Gpq+vNvmG7FxWMAS1^y4BZyzt*3){guJ8z0#kTrWUSyHhs?Y zNm6N9wm!`&f47Gu>Ev+=8n?~+#++jDC{FXQ+Rvw-x8JTjaxn67LXG1dP`;Qa1{$~r zHBr}C>of9;*ED<9hh`QQJhQMUmYHM8cdnuQyi&*X>k52nf)@_o_{{Ml^Nqi`b_)6ta5N1gCCfX%tQ`{$(UC997pnH$Wk;C+5@=H~}7c5^aMwHy2XELf)b-|TXa ziAArB1p#;e96G)tJKS z?ceHNR)*`kcbXeb>#LWjE?gJqo6Y%Xa&FND&NJfo`?HTL8BWW2Q9teTE~UzrgOP_5 z=9~-LFyjZ0KM%CNnsIQtr`}GZkA*Ye&b8nsQ6zPs^y{@2^b)Z&^ADt_*Dw>&Mc|7@Cn|M964*~ERDKN_6n z61$eobslC%LjCi&=2o48*y_k{$hqC35RD^Gl!e?5U&&cxQY z`SJqJy=g}dx;{>@S-z{Ob!}!m$Hu>h{;j=UAamvkvvq%I(S!K@xU#3h>mS z;MaTSyuNULRqyXB*?0C=p7m(yRy$O&@;H~+U)2tL?K$SAKYC zV!=a?9R(^e3U|M23Az1V?IH0-Upa9@y}6K{vY_59j>kOv7qxzsj8k7Eunf9v=<{T+ z%T*d!q@&)KXrrStoFor-RkocV=M&I!0WOqS4^HQ@a0AD+$l>m zVVZwQ|M_UEz9>F_(~hXyPmEHx_($#w`><7KvXwZ0@_l`aw-@W|y9Aaj{VJ()#V>3{ z{fue}oqLsXS9)A_WGMBpp9W>d!<_|+KF~=lv(+1xyN928ay9s&!;S)l7z+Wt_d++O zpRaM6Ab)Kh+d2Q_dNGT|r+XZBFa&RP*zw`bgF~Ak=O%$xHzv+}J6A;Do80GAQ0PD+ zXsP7p1Z!yacXD32dnO#w_3CHBg5}c>SffHO04eA+XTJW!%!~Qz|!?9m1q0Rc&)!+Qjs%4V-^X-?(qX(-B4fais1U2RL#ScPz zZ-?LTS=v^_7bxvbRKJ#P!Mkn_+v;=B6K(_q{Zhdp<2)axnCA!k4q6x@#^MNFl1j z)FAVSnO{2Z&2w2H!yew(tbP2TXh!afRLS4BpDVrgJNWc*p41nq?zLAUs!l$(@f2YD zJt0NzHRIVysnuqd`gNZiDht-mKWFmw@Ju#u_W1g!S$AZ za=lb$^W`mq9Ok?&g@$fbEO z`J2V^o1`x0yJ_7q5zU*%Wj;^oj)iDm%j>*7pk=HUTavma)irzW|8kb~*}ZcJ@Iu@SZaL3PsRi5rYwmcD+|-EwSU!Q+4(g&J%2 zGw$kHTAfh;(rDh!p494$^|8-P`0|wb^JcLprycAPyOvsUkmDM(by_(i^gxi>r#Whh zzV(kCb`&byu@K1PsOX-&V>8>#cPZSanzPw>oj%W9bmIKNBT1(w*&ML@`!Zklbx^Tx zYUH7s!b|ffc)dOuWwflW_F1LM9XFLbCPH~)oS@*~`26<~Y(Iohq+gm;YfHA%v|{GT zowo~A?pO%r$tyifo3NopJ!wvgzfJYo`rKdBcP#n0@6o4)i9BCSzU3=FG*f!GY@)$6 z)3}34k4$Ww;jNC-D%sopPc8Xxse3nj4yXCK7U}duzoh?6{87TG`Tan#XKBzJwl}ew zdOK$w4stytehO6Fmq-0-bNhBlQGc?nxyg&434d2@n$rCz_tMML%OTd(=e-Ksvcd1L zHi!8<1xWYmQ~2C9{=d|Ans|QAnZsf3*CMTcNVool@lWUZC+Gk2`DZ>~va{f_i^Tso z+7Ui#QuE~RKl)5@ zd24$Y-%b4$oAliHtVhf2wpA5hpLK~{%e4?p`&7^N=}4}H;I+BO&33j%&-^0oqgK!l z&LNLob|^lKwOU%dRlaVsInQ0+<{8tpZqJ&K<>!6KJiY%U`-vwa)@)OzZ3?)#>GB1I zE1Q-C9l7``mTP(E(@Mz+1^@L=W%CHJaetB0s&C9ulhy*wJL#QMOFZ}@<$Ufv+f3od zCjU>W*ZVC_eQff9Rd2d_a{We|g@2EJYI&Bg=f7!1zue-CoMUfabctO{*5JAJ=}2-$ zm%&v23EA5M4eIu8n~~`@+sCGDQ-ZF)4cm>ph+m#N>&}JEIW|qx{rA%SUr&6p=8OAw zhxhw){>ulh$E~=0y6W2c?2X?uW-wOX%ypl6^vLy9=hJWJ)_2}^pa1bzIuGwPv1hDI zB?+}{X&je9XTd+X@ML?&HMLx!;BMjN3r&95|Gbi^!P}O9A^88?7LC0hoY$&}e$IQ- zedKN2H@{7sMQ3j={-1H)Y0C853XXQ1n=j-ZdST|cyI1j0LgL-FG>+`bM`lwvf`2mX zbcwzm99=PU1MiZHYQpvF7dk|o7G8glNnq1PUdf@D-mUQeq}&PD z->ShKnOe21`Gyt|(KC3>LC%j;cL%o$ z=5C6be{qZTEw0{MDUXb&uw_?1GOnn-ebq!O3hO80qN$ur~B=$Fi-x>m@i9w)$*JxH%wE{W3JimzJG0eRrD|Gr6)s}cbIid z)IR7rS>|nT(X#))q%ZCes~7&K)@bl$e$nfnKLTehxx734(?Pt4iuf+2k z#RkqR{#txbS=Gp|A(ZgFnonhmF6aH{_Pu-GPjOPR{kgYw%Cyf8J9_+rw_KKxS);4= zna5XP8LSApm}9X2;F0B?wbi*sg;HQkq|V0sD|bx4%)qxy@xtNy8=nPUWWG7?tWYw` z%BolIQ1{dO;87jnmaR6Cb2J2&ePS#!-0?u#U3~W5TG!b=HEm3Zy8boGHgz5=u-$UJ z^Vpof=JExW7emZ0&bfN)w6}EavdsC0CK1s-YEoX!D`5v8n~1vXJ9y-D{P8_&uBd_1 zQ^aZE<&9rr>#tiq5^wMH&Ny-J{V}^Aewj-=r@l~W&#Gnnl`q8pd|J)qO7jP{`Tn=- zzZo4=`Pp;piFx@hi=7i$tz(krEV%~lK`s_x&uoZ9f-HztD&z8Ke(&-=VQM) zZU^Iju8yepdTha8HizB%T(j(f>#MJFzR?c{wXsSM{ktDK*G=M$36GoEHc+2umYfgt zn4iNc3uB^hB&V6bIb6k)ez0$I0(*}6kvhw~wSPBlH;bOr@U~6v^s^0L&Rpoax?Ap; z-Ls?K96Ek8m(=S_`?BTn$(>j0)?CszQhQ{m%vDw|#cJK%B%8PwG(Gm|NU{Z2+9$?M zK0nP^t}V{K7}vhQS55D5;D*NWXZ&rB9$VIiMG^OwtBi2TuPXWW#q z+|giOXe_8D=?f~V(k(bZ(@Tb|*Y+2dJTm&`igbi@X0YBqj~$Ai-Ocn@zrR)=rzCN6 z-svS9uS|Lq7_;U5@$J7gw;xU4uT$aw_wtSJcP`e=pY=W0({P@@u`);5tffh(esPIS zPG}43TJWh&K0mgtIe~pj`6R)GJ}NB-Dju|{T}!v%D3f8aKJj@kPg=w4I5y)8|5FW^ z|L&JQ(<5^uldmT|64b?UzTA`vIv}(j)JwT{d(**NN0zsl=7D=D;4`RyNhj<`eCM>` z+os5(PbsN+r?~Z)_>=d4VcP87+il^v&3uBLI&aCIl6}|Z95-B6xDhGv2IOh+6O(7Q zH7BUaD~K0M{gQSMH{K_{2Rv&7aTU)uRWF;#(NofAeT=zz_r~{nXTPOO;w+bnYi!q_ zbHJ`*zsU9@m!=!1zjrctT&R1x?a%iq=^78$u;r8~vzN_cwm#h`dzNe2CvniQuFQ;+ z>?h2Qf0K3(@3!5%2ozI>8y-vCU|iOd#qUKjV0%|6S4YAQXBU7WNi4qx`XX^z44-t%Ix1}F+YB~ z2~>+elmRW47M}i4MuN?LrP*5FUq1PZ6V6+1crJ6JnD31u@AmpumHp4;tbQac`nG%H zd-L|CYSGJ-9{L}hd*Sen@3U{DdO!R1_HCkJd&#^qhrfpuezwH?mVR}4^X;4cGB>jM zdMc_|xp$X-ngc$p>ygPE=GW(*-oD-8HuJ=M_W$q9O*Z-+23w}Q{O!~;PwJn@Ure6# z>F$l`uHVkr{(Z4tAg7)+!X*CErTGib_#Azn8l-pDY(l|Gaff_MlcEcnzXe&Ud7D1& zy~ZUr`DkZ4t8wLH$m~zjs@S^b&h6X(gT|*!WLT^Fn!cLv=m>mw?4OZaN8yvjf=CFYmcYZ4Qyu@8xNsqH0JoW@WqWLfDy$`cE@9q6G z>&L?D3;xcIGyasYzS7{_NA0MH_23zNNc*gGn%iQXJvkNX+#=5p&ikBjzH$TmKQHCm zyEm3Ee9m%RCidl1nYZ37{Wca~PZ`;LRmxDiQ*rCxd8Oi#nG@No&o&FPtO3nte@+06 zz|_y(Zs+h#NXM_n?clvD8?GGU^<8tmK<~B=bL28f5Q<9Bo%P*~H)0D*oe_^SnN4eupP+cqZPaqBt`KrKPs-O_Z=V`veb~0-G_UnWy~CXa4_qu59lOIp1Be>`cS*+sh4%9xj+^@Gmrc%Z4~- zZT8Eso>=Wh*Hc?Nr#swuwD-Wwf(Jep1!^)AIOETnWYn8p{=uIv^*`VEY)4D8+aZhn z>k|^4rPS&Z|6fZ7jea%GweDYkZr{av7r80Ex4C6F+51|U-48KtE{u&WdXvwtDzGiG zI$__Ge_jqsyp;>~E_j@>s_{+2_A3{ z(qNi!G^i4Kez5T~Wb8$6^JTxPl1;uFe!qn+C0Min!2DbBJYt+TreC;T&mzsne!98Z z(Eq0M&!DD$4i~v?oo~(_zH~ZU*QoMF*5zaS^QbOt@bLUwT z+1bxF7yjP}n$0@b%nWK#?5t_H(|tX1df;O1gV%VksR>ViXkk$xBh&EiRFz-~`}QMu z{-!-LYUrjukh96+g`Q!<<)zqq_6(@%w%%v1ocz?&+@g2$g?u+9856-{lEtpvug&Lhu=};l1RdwJ)5o#C zS5N)nhwGqeqWc9(G8Te-4cV#nQBO5h@8_o-k7jvyEbfku$CO8@<(s!0-LtA{2Al0w zea|CT_?0|da)Q4fxVO75v)X52SN62eHRmBq7Q}u9RaD zkvS2(UQn-2=<qWobNrjRQ#0Pr(vkZ6?$)!~a{1Rr z75Z~54t)Auc3Cwz@^|K&-)95YK8@==^fmg3Uu@cvgMpV5d{m+@9@@oozFwfOkqMBC(*QC5FTNjiY4-!^5__xsTanj{5lDW=UFhdCy)8 zp@%Cv4VJa7%}D&)rq1bps04Dj)4Ie-%}d>%D;IT3&+z%v#{BR^V?j&HoqhN746jV< zF5l6-Px`mqr75n@mMU0(t-rr|>e|N+Vnqd8o2@$QXBodVKYy|#DE?ef{a?M;&wlW#8~nt>qDV!?Qs`RzgWefz6>m#@7E8w* zH@Wri?Tj>*LxIeRKKmm;nUWnIoYU4`R#_Ifc=fYyck01o?qD~vM0qFo?cQkLYZ<54 z{QXd?YfaE1Yx(3u%yayc_b*ZFj_{1UwyDne(96}!A*)@~V%H}m78X3Qn6VXdpiktV z#7*UwEGoh-7#GRNSn~DBu)Ci)KDBp)55r%jsTY1Fs?FZPuIptV`FvJRtEx)g556b$ ziEs7_&+l3JeD5h1Q_a9WWv~6W|A*{()0iS;Q#wnK!=1NfG3%j;%nv5bIDY9zZPZnLlcD`cKqDEw(VB))w+*dc9(Z=eE+oUNp|P*qkMsC6Ac8O)ID&0 zv`r#<{}wa%Ju&YyXNSbsaxV3>{;5-6KPy7cT|>rHboA}tB zd2l#oQ=ppBO`ms@y=A!7`&xyMAL86lFd;Hw;*P~%eWsm!o4~1=pSwSt<<}))tsILv z0?OZ|^{Rt>-?;xatgE|K&%fg6(l<_1_s+8UdwG*v=8;33tMnsu=5WmV+btWh{NYmN z2=Ef$boCAU zx2^xR%m;_IPf0p|^z%M1haQtxiEpOI-MZ>t*etbKr$y|#19SXuo@q(zHWeNJ%o_r- z&(;cyBz!`W!FZ1 zy@j1EiQam9L#DpjV-Wo(@r?7jt(EHgE*xC2mXYCE=F6>VwfS3C#4`OlwblzSKhznV_?PwE(yI6S1$GEnG9Xa}k6Ev6$McI=7zi&IJEaWG} z`8c%;R7fjcfsYfi2haQ<&Hnx@XM=QEQf-^?!y}yqtK`oae?45uR@|cheCDtG&u2QC zC#$XcVOGn^9lgr1P-aejMIWR<`+i65wehdlGuJ)@2YhD1BNL0nbMK`C4McwJ?P@aQ z{;9;pR`n-MWRAPk9MgcKj%za#YuZl6D@4zS3_VDxw?BRG`fQC_vBVrp&~)u<{Q_Cm z=D(pLb0)IJyBy5;UkB04d(7NiJ0e1AjwNr}r}|@%bJR-9=C&D4-2ZRMlelLl7R4aR za~|32)1@+sOfNV5yz0aJEdRU-cy2$PyVkF3UuQj9Hme<~@B|IE=5uWM`)Don@WATH z_Mdpw9+^kHd0o$@CcOWlhefftyMj2k$+tTiTVg!0To6_WYd( z|CI}?td74gJhdrY)V6o;_f1USw3t`E-*Nu?ol2EMk-~{3XGL|?5_#1R!Pofx+csI$ zE40sJQ~g%E!xIahfi2-}-piN0Va5m72TKr!$)EfCfqS~OO&<-9$aEc! z|8n?-`t~E=szsOTm~yTUub29*x<#mZQrr64QfT@VxR>+n-7!1%$|-Tz zB-LjpwU=M8SNrSzA!e42U*W{CZx4daDvuuAe&2b1U=&+WzDmE3MYdYcQqHg~8}bfc zZUG&2RVaO~rS$nG))_}kx_-1ZNZv9x*_d~DVL|<~01M`3+iu0UJm!EI#~k>R&nJTx zz4kU+io$uWfUFcxGY2vjB_j z{L5#3dl=IEH{REjEoi^>)hUA9;t!UIaf|o0aw~3+hh6>pd8seQe4~&1taiWEo5L-B zuD+G~`JrFZA9j4pJChmn+u+&q!ngH)!8~Giyk{1xi_+6m8Z>Yvk7WB--- z=5kQ=$Jwenww@J1s|DYrRz`L4Xzh$hma5lhcbYG`vfyIKjtH$7P%$h%-F$+&-Qkr6 zJaseoya-eKTg0@xUTY4QxL+&x@Y*K7kD$wKpQ=T0kYdd^$@ zr~QV`E#}{KFV|MgeDAm|e@B#k?_Z_*E%i~;6u9H{RjTUxQzbhKF1ko$|6U7f>VXz$ zDEO;M`L&cj|74)EB2aDLarSGO7J_=fOYdM|nvg41mAarqtS}tq%$yY}@ z3m#e?^0`;}oc)C2Z_Z_bYC^Alv#yBrwQ##1YE^#7bi(Xg@l9Qm>#t9re^j5~a7gp} zhw!pXpJK#)*3?K;7oL)s_Qp$l@3(0cy|t;FzA4A=*4NOTn$AMw>$EdcM}u=O=yrR5T_(NPGH@yZunB^TR_63miFiKe^xj^46u( z*KeB#TsZK3^&at$Gvc0Ie0+5ZfAam++tu%%XT7#BdQQ&nM2D5}SAIyRd&|h){kg6B z$RXF{M4fk_Fzacle!sf`~KIf1aRto-FbMKd&Az(dyB&2npn>7+;Ms4vOb?3 zS!yvl!t3U6LRNWROP^7b@Z8Y<$2=p>!kJfgub;yiey&A3{m@tD6V>L=c806H4b6=z zy!UYS>-LTNd$!Ks))`+jS#w#vjyK1=5WV%vqU&aHJ=RMBh3p)z&F~)nyfdb!TIj!*HtrYzp zNu@qInw`^E`7~iikwJ{5#I^eml-}%+{{4Bw|pg9*0UT*luR{x~YERs(p z=CAMb*(~NB?SJ31y5wpK?YyO9XYl>+w5S6HIyw~8UeuT^{bp{cz&}Zj?J#_fk_(S7iH=dB3vD?K5_E9 zOV^#vAI>eFSue;L?i>2i_5+vLH(#fx9ru15J8w$*UbbxCDHFsv{f-F!V%58rZLry5`~7SqXI1e%x}!q4`15+MW5_b5~DJdDwRHP~^PYlP}9% z4-1F+C%Mjx>H^fe_q~O+3T|-Q>|yZ;Cj%&iTH#Jn_zH#IpMWY<<+(B;b%g* zKu+XwKh&$7_?PwHi5T@lul@CL$Db~Jl(~8L#`og(rk#P)H&skOd?dBu{jq?ek9H}X zEtj4Y=zWu)uKHUj>g{%K-u6cqQ{Ck5nD8IFSq(~9Hi0_?7eQ9SZTge*wk*0|Z>G*^ z@c6;w2geEvocC0VRqU%dc1KEm_ktVm|7v}j%#r!&lF+OV4}NC8DK4+~erfxBskoKB z?f)xo3U^Ed+=@1U%EvhSCQzsP^Ev(rhm-Oi|6voJ`QoG2P3dn*f7_TJ9&0RMj;h{k z^^$G+YGH=wr>}AbwSpS<5_e2^j`>F(OcJ_SAOT;+qCa_2#3`4$t&_8Bq}mVm9)55v zv7o!`)r1e>YIEwRMP=`Z-+Nok$nja+n^j+&jM~cWeVAuXkJ77rSrRU0Hv2p0H(N`k zU-$oX)II(5a@+1+haH&;J)K_K5k7a?)Vbkf@*(QSg{E|FuhapBGA}5UAF`bZbC;bg z$~EI{O|DSo)tLoKH47XLwiZ@zY&x2< z>|xA|dT?d_sc~+5WS~y!qu;iZuH{-tk&1d|WH$SDeE%@Ov(At|FijS5mp1N!D zK=IV!8}r*V^p|g(@k`~D({{;)1(ySML~7jOsGkAqXK#NP07`p+5bF} zz9pxIZQnup$bY{Jf2%oqX`GxSwPm{d`$aifvFi)ACv1Cl_}1y-_+N}WmR8MNJZUHA z>&#gmbGCHdTX9` z-VV?M9q0b4(ESsy*e2nl%r4;Rnx}`N=2i3_++(|0ZA-+jyYEWxY~1sQ%^-j3-m{OK z<*U2O?&sP$ZF?caXRUtw{gX2jpDfQ*khU!Jp83;jz4PulORr5)?a33~a$7==r(Wz@ zZpI>zlbm-NC9E-f%GgQEUF(=&R3i&Z*xzT@bWt(~PTi`q_5L zhf+NkpMD|5GlOM2XwZ3e;2x0WymA8y%t@<_Ud@U>4z(ib!wDGiu> z;iO)Zlm%l|6ctC;9VhTCM@${!;?ju=~H3H`=*4#>Y zWITl%wB}@43^RA|yJd|0!E(p`nfO#%_C7p!*?_xtS+CvYE$8bcGR`^5Gs zW!}O73HJE3*?FxsbB|yCVs5h0&UxjAY3g>D?Y_?Zw($HG{@P`KyU*{K$hF(`chAy8 zeFb;-E8L#Y20b(W_{~d8bfPv~SIOXhZP;g=czost<1^osmLA)(!)xV1ws1|;jQ?p~ zzJn&5y`Y==m18=%(8JHT<>-&#oQ5p}%)drte<9(w?g^=YN~FU+m%SI ziK=;N5@G(xce!N!#0{6vT!~a!qocE;P=?dG4>~j9>viw&izn+XBj;NPm4U_Qo)lTP z&n^Dx|5LjjFS5O!JImyGP<^v(_1jfh+}z2{ZEbr%X`e+9WjMG^imBn!8_m<5s<(!LAHFSJ2|)Tno{%Ib7CUxo=Oa zm$T;TiXT(6si~XACSW)JxT&&OnH0BjQPjmlyLiuvffCD+Tnn*lbFZ^LylXzA<>=$U zt8TE8mk*CMNah>zh-xl!eM>txA%5)FpN; zlVdAlxahm~g|(MoR6jf8eMowS&zv^p#N!h;FstY=y6-===&|_x!%ynUa~^tmm|lta z9eY>M`@GE?b&n~!jhXfw?@~5ry!Sf5=9;uL=E&J;v*y^>|9;}G^~O}RY#LX!U#o5X z@!hr9Y*tF6=RH;X6NPrtOD$C!P=g?n4?-|hX; zbB1GbNTPxG_b8{#b=P;k`kx(h%s;5Rx>awce%<*qbN73HP!{_Z5PvW!@%%>kZh^km z#1EB|wBD4OeayN2)>7=740m;3ed|~A9ei0A{%Ngn{Jna?G38}-+ABUP3w@K~RK6W| z@KBS~`HA3;klx{m8{X|njg|I!bx)s~`^acQ$ehV%d=|3jKjPRiwMOdqzNPQQRkuZ`YP=B_op;_uxnAU( z6j$k;4OKdbAG9Fhyl)D`o^A7La@I2;5vEG~d#)ED*owiPyv-%NR#fE2jZ@uH3CJT6|%@#0Jev$ZQ z`VCp*?~nUUy z)I*?~9&%nh+5WRiR2J0fUH{PIMzP8p#mV7H(bx0sIBc0$ow>u7zx=aiI%jsO`<>Yl z+a1;RsC+zm>1W>=OX2N}SDwbLiTf54DVA@qwrb(|o`4(9tJbz2n)jR&yvO}~fd+Wa z*!$;|#hdl(KZ3?uCC|0krXTvn?azZ1rog1#l zNL;Q3In?>WTXEQ3-!?w$UR_g*bJ}}StgATjJUCRHmDbzLRXOcmU#$Co+sO#Iog28< zrYDt#2v6|0TeCOkvh%OC{rC51&iHNe?NVjEzTc&3b@SgBDDlUpEjbhyoEXCzzGZ{n zVc}NWhtO`?^p(d~Ts--{bW`=CfE&dcZ!AT=y>;%-l&|6m>)-Kd#y5RAVK)UC6M=7H z9PE58;F3P&wIL`Gr5LT;e{jiSTj}#Gd@ao2(;OHaZlqr?^4laosXqBnsd@dkb-!+8 zam6*UaTcsSE%AH9k)WuF{u47!3MFoszTx=tx@p_x>%Cr@%;8k#<14PY;F-h^K2h@{EUxJ2DDv4{Y%b$vEPZWFDSLGC{O3pA8l^4F1 z@m^k%ZeVr&*V37Wv+ma4ylmoO`E`5fPI0Smx^vE(Dhu%u+X4xqNwhg`vn^CZ4Bl0lY_EuxhzYz`CiLBx$}O3 zhKz*>--H>fuWM9KVSTgyy2h6MQHvFXf8I6CQaR)(oR~5NJP7ClKgV$1n0e=8k<@}iCS_H(7$@G~{F}DqkYn=Ygp~ykLM#Ldejk0>TfXn} zHTDzxBu@R}RaA$El zZD`m1`r=i|x`$v3EX4Sp2G7@&|K;=ZLi(xwKhJQqHn$x*u__#NY{f!@?7j6LL1%5f zxwG_Spjhgo$vdmQfM*v2EDAJa7!LhgW;=D;k6FQI#6C9GzIpz6>Cs75zMnil+HUy% zSMNui_tKo*DftQBeGPx#2TI;N?YT!hH8OkMoM*Ldf;{ZJZHBzbpeo-c7Ivu*`{q~m zj~`5Llk75obEJxw{cvM_^TURlhitXOlcvNa*1crSR-4Sb>50gH`$N6D)z$1%HrjXR z#rHAaJe1C8RpBf1u;5C8MEugV35ot{E`04X_Y_t>pI_S`Q?se`{Z>yd#^-OOza`yK zE3%NWl<8wge%kphI$-nXtu8i8D(2s)j+2I|W;5OCr!|)n%AL|Cc#V7PoqBl(|J-AL7hmqlu*fp$>1+kf?mc{YXySppkYgRPHgJvLvBQ0lwCTm8mF2G7zjsu=ZTFb*<``%p_6fyXzcms|POC^I zKK@^Ma=HKP&v!cZY<+%YYTZ@OQoeGY^6dHD`Lc~q=1H2a+{W=uarz9ESEc)=`^^!l zW2n}j?CJmVv+g{$^@S-r12@O`)Wse=w9mYYQqk+7GgsH*C;&UCfc+>JOUD)RTH5b@-CLz^m;$zXnwar#G&Ck@8wQxUc_e>#TFDJC6%q zbnDIdnDT&2OnCXj&fT!nlkde8{NWW_=JKSM|NnE<`M-FcZx$@b*stTgNA1h^Cvw4V z?~mPMy?O3h-)*PW&o13)-`ek8?;GX(X`e~UMgL^|d6SNWu}!XbmN+l8_;62!S(Z(A z{+zH4Gc0;mO-+z(n_dJy>B2$pWSo9yeEuZw<7_`ZPx7~IyL^+QB&_bzrb3U6PnYg5 zpSgqQ&d+T+OTQ$YwLASJ#Zmg3{zo5nqjmFFuHhCls+z@SJ9~|4;iL*CRDHSZqC35{K9w(7Bq;g>9Y;rwX>HmR6a!yEroB_a)&c>9+^x7&yXEn zGiUv#j2(CPe0=zS&y(Q(hdO4CZf`{AGXK87ZF#+Jk0JZ!&f192+VvLghdDPD{Ea&# zTc!KExL&d_?~;YM@^R4aaiQZo;b~1psjk`e!$x*^QpyRIHI*OdOk2(nVK-E4K$a-F2&Ync{Td}Us#@s)o4@So*={@(t`MQ5%V z?K`qt`gdL1KKY(+w)^iteE&1?_y4^D;dhSytUFS_Ny{;BUB%+;zam?|$Y1)YV;ppU z$x8iq>R}r;%zk}jWxmp#GVrmiDL1)&mEuizu_iy3mj7RW-rMf0gkP<2z@5{noI<(l zr>U;FRN~Zn|wUVJY72~qWz&KC@?@{?*GoA0WE0~E$Tm} zewurlU(en@wdR)c8egevk7lnD)qQjM*@kH+rB6&=el~IKq~+~TAHMd@lG?=hZ_ks< z%g-j}{$e?BZ|&buA*U+g1N&s2@K*HPGdgr@Nn-A%4Q7QAr=RHSb=B_ zGyLlD=bk%b&A_FRuFN&Hgq7)@90}#qS{mx_&Q(=xxEm_uBb+yfutm(O4}7WQujKlA0Pf-c{2Uq1k3iThxeazWcYnrhGj#&I=f=>r?=IX9F;B` zC9^I@iOja_I%{J-Z7bwv@)Mb1Ha_(=b7IsFf(wwjZJQ%(|GidW*|6Wo$>DeXY893Z z_2!(4{TgQ3BHii%VW4yznDa~nl8#d?w^vJ~8fu#zZ~OmwlD}-*;v0VyyIg;-mQbxf zk#z9iTnW{F8MAD@?j=R6+@}+bpKpLASv&uCe?r7ki#X-MNw!q%T%vKprAN+RHnqOp z`R=q%SR-5Dvab3^PUrVc7tJ|z<-k2%quQnWn%|z`%f4XKTg$Qb{=~SVX}qPq%ipto z=1AP!w&AAJjWdcmpwn|Ic-lAk*g5cRw*E1t)iSOQ95l=24lCxct*8<++#}<5`}2b5 ziEk<|d^Y)}^TKhyq-D-E88O2{U1HbLE!sg>ryWVRXb;^~|HepdbI-3IUE(|L{9ve$ z`?T_M0pIH5_qC;u3ss-JBlFuc@wEwq*WT$D&bUTSj^UpC*f!z*d)^6ZJ1yjY&z|3T z{ef%Nz7sv_w^v^IReOE8p7Ep`Ydm%KDMVZZtuEYq*5*4j9M`8DoV6(AxzovYZ&(AB#r}kH#=_ua(Z0-+D?Fb*6w#PBos=(RoNuB=8uM!OVt|eQX zJv--FnqTqEn&+RIPoEE#l>g?Dym{HiAKcLglj=Whu zGTX!&mWNBQyj^d=aU(uSU_(87^OT93#C#*Wm#%3IzII4c8(dvS*UR7770$8g-J+r- zTd`MrJ}Um%^CYgUaxNMmfB!l9o~F*?%vgmyH}T+rY>3G8XU4GzRH#Rwcwsl zI@zETxD}pBMwhNE%GBDI z6o2uM74PzupwpA;EqIr&^g6eBmgld>pP&4Zmwo^$?4|mGxgT6PeWWs@V5&v`-*~li z&due*&rf#*cOP4M^ifD^Vz3DJ@s+KQL%_>Z`7(oSL;CX$YK5BHL2J+DVh>hoip2jC zel_*Nh9}SN-q3fHTk6BS?|6b~67RJ3Ooerq-nULPP_5TH`*6*#EzGa3Z%mWlR2;ff zV%Hgu;O=EBk6yZRC{qiR)_3qMUkOUqv>k!mAX6tqgBsie3q>J^lC9?Kc}Y z9lE=v;N)?k)$vKwEVySLI$Y=EtEtjCxB6IZZ^YD}nNm}(Oh3IeyjD27exFgV#ny~D zU6XItgENGmuFP_y%IBXLi#`ZnS*Rl=cNJ>M{D&4>8Q$%Qn_;l=Yf@sb$S8e(Ts`aKnwAnhvKla(?D7G8_ zx1RnJt=nw$>B^!?ExB*;p#1TCWo!LsND$7uC$e5=mF43KX72phHs-5`8nq_BkEtv8 zS*i8-vRq@i_ht-w3J{g4-V)2<`trYklKi)p+LLK z*~AulXZ1Jj1x_dJk{+GBe8c*Bx6#+R{co6N+uuEYW#Y-O`m-q$f35+=;&sUc$oeqG zq9`?q`1(H;%0Ex1T1;L$=VaKq6zyj_zO528tycf2b#2#P>CgXmzmGnxy7SKKw8(bH zL$6eWbREk!TULs%Ijr!>_t8PwFGn9#ZM(Gcc#p@nES2t!mq5E{f2bxP0?$Y3??=Y# zP4&|9pd9yA;#|ttANM0>*y-p;PyD%Wqru*%=gcWJOPHRXfAhe*H@ebg<=>|9zFBu~)7FV8 zW;--aO*(VTGwrd;WJu7~^G~SloZOXqO2wt0=V_bTHC2n#Idf89nm=vZkn9UnU-eeB=SFr{aSj(%aCh7&(%L=wm$zXt~KA_qvhk%&mpVf z&mL<``z?^MjlVJNw@k*idgfWVEVF!>eb*R+$7w5OX@V=Sr_9#hbD2!0c1HNTEgIan(iV^{%yD53=js`@XRL z^CN4mSJPSNTb=Q6nXR_SV)ohu!$OI9DW{;-f6ONpc9(v=X(vm~dYLaCYs`4;5K_-L zFTKY6nRw+f{>u+c&i{C7_AKgQklm*G^N<`y833eJg(V+2b?U-guI`{o~@> zAFiAS&k|qpe#-l#^LD_M?q>dPlk9RIWk;Xswg*j~ovPYuQz)%;f9IbEpFW2idoFwI zx$KwEW^2TB-h5u>xpE6+)}h{EUhET2dHFjjxeFs#{s#?kOp4NiX<9COe7Wq`%VrW` z(KDR?U1+SmC2}|jTu-juHiM&XuTAxxDTn^4&$r9-N?ZwVUX@G9Z(qmWb@?He*yQ8B zA2p{!_Jy1~`i%eZ^~ts~ZZ682eDd+KFCnKVAFuy=b8qmme~1L(mpb?z3_IT1&wp=2nH8iXF=ckp&vQ@Nr_Wz*WcSv{?(L%a z+Zg91B+fTuofmS?VV+Gcm(9Y@bJDvT7tO3Ycxtb?$;R`unf!JA=b4{WhV z?2qHJ+h?>&FSlgcvbjeayf$n&=XCxGcx%0mNJy6D_M3VE;+k8(8(sj{ZTSml2py}R zb)d0Kol|Dn?#V2CTXuUqSdq76Lf%Eb`b5noi#g|o{A0R#PR<8(YvjztKR4Lc<20`^nRAhr{}_FIOOK0m7i;JKYnnra?S_Xfi5Rj`Z!Ga_oHK{ zDYUg|EMsl;f8qHb{IzWTSK@#7{5PL3`Ecpw4?@Cg!nSO%a~AdmO@)7yRUggc1lX6+jF5RbZSL4Yi zmBk#dELh-8`kH&n^+!silB~E5Wqtp*@V)uGto`On@aV_!o9C;yXl!mjE4l13&*j3l zmkQHA7cFM`HeFhDg?rV`z{Vrz%gwZunM-FiK9T|*Lnn65L3ZH`>FMQq@(RBtp9P4C zzP|!(M5aGvxZ=o{Ub>g1>;1|5ino3p&3LaWmSMM4=l`dA$$YhHiQggOoW9dGEV&iq z?j0>|2|TrW7q){$OGKYyCM3jeas%`k8Ng^;q_v zT@iQ`XgS|u#Z}H7RZk7RI=8QsxAOU`-Y#jm>avU||D<&piL!0QA?_Y8z-_1#pVDW& z2?)szn$wt9Qx8gGSK=+)O5ZxyXUhNb{(T|-*8U&e@`kIg&kz-s2-{-t?-3^_=ujEZ za44Uy-@O~!+{Mi=d+T@4pI-A!e_nE!8mzczw@nIKZ>Z^aLObe4`&mOxSpQ`5=JwkU z9{){IJ_YWA&o?{11Qv1iJ^s}!bK;o&_Wa6n<^H|J@<9r$73Q_=f=hQM8W4W74uIC87E?b|GC~uxVdESMikfU6mY_N##@}GTViuy~FUE;s@ zSkC=2$Il2}QoNt2U3FIUO4Hd)XZRjF8?%HETkr`*u`DU#&L;rQ-a3{SP|^`%dQ&ScMQ-#C4)!|Rz( z|JGNnoAtq{Z~5E(U$;wNJT9?E|J|2}Hu;syu7_NXUiGpvOAXWo`oXEOWI6}OpfV|V>V=GXc%IpB`X zrulcQ*64c8`@zjVdtS5e`Gd>!=l|r6bF8m_s{hov{@~_M`M*wcnC)eoeXq&){A6ca z_Sw)DhJ#<>r%68bH8b{jrh`L;@9;sj$%wwm$|cuBg#5$TB^b_>wV0X$?MnNpmHaw( z@#OgfQ{G=zo4l6u`J{Qpp0I?{c3jqNg@j4S5$0?4+EFu(pM9b~;q7DaI^~q;_Mg)3 z+kN4g z!P0lt|3k;weQI|@Ixo{7rUdu@=bip>{w|(nNpU-S{+myi{Frf}LL{DbZ9<~+gaaQn zpbe%cb2faqYhG8gY5Oin30Obw!;`~1q?dDu}!Q%`oPZu0QZWB96nJ6BOzrZCndHGpRSQG6@oWdEqTn#=e z&L~SIUYUt(eID?Ekon(E)SEXyn|<)p*#kep2`wkk;(p2}#!W1r%iLG#yn3Qy1RlJq zy)h>rk%Qg{`mynanw?VNROktbY~# zp{4oYNu4j5#mkN(^cD;%S?DCm9)IeNlT3g*1aMwUt|?e9J2ya4G;*4~m?VhAtq-U=>p<-Jt!G#cbS zzDr8}rYYdj1A&jzfA=n~k2bjc5*!%*^Uc^ZkpiA2Gq8C}hGWzd1zn+QUtxDF$ACeJbC$9&smeYXCDy#`!TiY z5-g@P5PIq}`!#g4rikf!b=!FAe^Rl9R@@5e=AN&v$iG)-@4%u9qN&XUQe}80L#vEW zHM`f^-Ah)w+{+Id&#=qwyELN)I_NjAOe!$yl7?>7lxZC2es#;vSbi4NvZycq`QVdz zUD>g}$9ntUJy)G?`|60L6ufv_EN2;YNk%uaZ<>X>_ngHWAteA<#{rv9((<4&h}tVM zix9#6N^p@X??r>kdROk>D=b~0PCNKC|4&Z*+uZ_YyFddqD=Zz8A;a$V{;4%rlpVci zEl8}{yr{MI%A5tNeitG@2UhI(!@H?}vX%Us$MtcaUM_z2rw1O=f&G7UGV9tJUvY_j zi|Re{GxE`&o~`$G))f4dwzp1Jy$pBQJYQ{_ExpqUSLn2op0Jj2T8pXwPm)y`b| z#B8U1Z|~pds`KqK`Od+^Z2lLHbCcN8Pd06Kd2luU%>j^P1ZX>~Uj5^A>8`5Bi+@+1 zT;4w`*chHh-ED(5FIg#hZEMuULv~qyXJ_nbw5hx@XO*p`iKD(^v!@(c*DRW}i zOx5$f88O@F?xp0bV!2CiP6>S9Tm8OA`0?z0WfyKgerL1$IQ#CUX~Awk5^9Xj>0Jw& zzAR^r@62~IHf42hyOMK?BfqIPXtSnr&E@O!zAWr2pLh3h^Ifojft_T!c=k%~V6#)q zmC?awpS+9@g&#cjakj7I!zJtQ{)>yP|L7Wi>rUmTe*Q9Vh>JiDS_*d1rj4el%Cn6Q zg&%ZVd2@=OUr&CM_~Ti#K;GScDd!Z2e2@RJn@6KwUYgRoRrB(0$?(j?Ia4-jD)0ID z02DUM*4v(W`+m9!R@dLWF>BLA-wjaOPc?3f=LMwS3<1$IW-WK;DP=cByx; z*|lXp;i2npEm~_bdy`;Y@^ze^Q&}k1$|y*^lES6`?-Ze zcm7=n++Vid`qJIXGH_t70!1%GN9fIv)tgp^rV6j#)EO%I_1=!}=PWqQ%J|mD@2QW! zC0sD;-s9%GQJb}uYam`&>m6=(bzM$Y?9C(Va+u;vQ}-C&lT<%uez5tY3*)cLa-gIf z3QL>Xv8y(%3`-4OeM&7XwPk%%uh(WRWsrBHZ|}YgN%p=7wX-&@G)oQ6KBZ;`QCq)R z6QsB#OMLIEeV?DmgOWYmXm5zoyNX|c{d#vsi}^87%&J*P&0c(A{Vpj1Ecj?=$x6$^Uih;ts?9wC_I>wu4eDG}*kmG{twTX8r7_V6%_2HgTq0 zn_8WJry3MdU$)Mk8~+}f>O&E!epSw@(3$&WS8vPkKD#O>Db#Im`MbFi_gTIl{1Mt6 z_wVDuyp=bn3ff7`@7dhF^h)u|Q_pTq^UB+b!;;OkT_vf-Z%;kD zHuda-)pZ8@Uj4`gSq=8<+sl{tgeW|+=8og!dv(!}M)kfg*V_ALh zZi)Q~mmmQTFK@hKcWv5PmilYOcaZwDaI?+Y%Ah=Q`~E8JJre!fpvf5So-l}eO8OUs zMsJzQ7GL`Gp7eKclBs>Wpjz)9G)b;QBuTJuYu)bGYw7l^&x#9k+Y5?Xl^Z_-rdOD3 z^I8DOC+HS{JPZn(&<%l^WvMN~k7xV6T@;;kA6kB(n;+}H6I4R&S(WoFG_?hssS1ko zFU@`a50rA&fJ%^hND&e=_3T!y+0mh9o3&;;hQ~^Ric8N8g+JD9|7&h{IpIMwR+7Jz?=Bos%5t;@L~RJ-1z%l#{7?lWEbbcD@T?vsCLP zAA()8@}>R)ePbep3ma62#H%V(tG*3>8n)EVk*XnH<+Gi*Ad;k??EZdjg`+Da0 zwK>o%*Z>Y0cTmV^$69S#T9)Gd`h-}VzuOP38!Jq#jShh-o<-&ccc2wdA1oP6)swBi z8Dwo#+jMc2?k%s)%F25{;n3If!8gA8Qo7=OXu5%GSgI!rQor|U;#INSl{Y8qzB$1G z&Lt0A&5!Q=3@L475v2{>F=Z*-)<%b)$8xwTv_e_JjCgytO zPLZ}ZzwK99nYZ~wWz5aKb4Bta*uUnb>k5O@{~VT+e{*H$G2gj@&?4mdx;4d5JK~hL zlpbqM=~!=77o9GW(jokKcEaLwD~{JCZa=r9i{~RGgO|QLZS}o$uC%S1?k%gua)%)q zSXpq@<7MPDuut{J^d0(HVL9 zH`gSu_bWn*nyu%YBcCr^SG@Sx64&VTI|t;!j+VI3B3Fsa>9MQH9gwFYwRD-opz(X`td#M@1Ux+_pw>l#`qg+jrC-mq4mJrYr8Mr9mAM_n(Ql{TsD@P7R*U%$&ji({#=i`p0e5Amc5OuY%GY;(ZRo3&c)0q( zwsX*YADuqy=i}zRR^@LF!x|3HFSVD}Z{>d-C4cQ)2XhZGV&M)}#-n7As*T)Wf6>(c-HNZ5W37P9q6gP!mEl34rp@Rznrq0uI#?<#90 zpv4%}wO4nh%fl*RtLb)Y*4NIkTT~7TTnwex5FP{hYu~rTT?fB{g7)(-190w7s(C!~ zz9cx!Kw_c3ux#VCoe&4)EeVa<^89wo`W{eSbmYgf`snENZ;7_QH_WS*fHvHr##WvG z05ule{Hj)eS1Wv{N=WL@$AfvGL@s1*;$QYDsT%WVixXCg_px<`J6b$rzUD=h^n<>Z@tPo%zbvY6Y- zo1I_Z9H}Zxf;V|z9{F{v^XppS*Ec%__Zi(|kzSgn9`cJIsP|pXo8ycpwH*)oFo>y{rNo!!%wB*L85eb$E9Ys1pb0&gXFwedwHU5=&IJZzp z#%k}(-^+Aw1#MR1UUPy;yB^V`3Q1WQmh$Ths0p+5nQC(5^d7-`lIjN+US>aVXG!bF zm1*8$Hzu)eOMwSc=1HgAlTO(unW8r_EPHioulc*Z#(qu78~7gRoXUVS!WThAab-gM#CrUTn_K729+r^-Sh8SB>!aX+_g zyOML7>Gq}r+YqkFja-o%nUNb=pAZeIrhkNN)>WRv(tg@v`_i;%x5@ROF3>hu7fADK zz^zRSx267CGBGsTWT{$>=$&b^KAf}QPVUCE zi;(^>ig!Wo`Li7qyJ^v88+5_#)58nwPlHp>wp8ZZn;Oy8J7=F}+m;IIqXa>`+ih2W z^CdX-=t|$1#*6NJ>8NP4hK;`#GH+S>%oNms^em9?S<1}yC6fLHRVe0XtOKZ zax!vnGPu2Df2{r3cSB&-wp3BM*?T|cfpQGUH8)Wr;AX(>O$)cyr!q^dmbY?<&bn9G z!**X%{ovz_KbuT9=q?838C}!ci1fK7)j9Wc+qG%D32R_Y{%L}KP3>v!YiDmU@H)FK zCjlG~7*0B{Er($ttVw>ba1-Byss7pC5cTyNbfE=`_sZnV(@9_(TtR`ZB1@uPHyCr zt*L@7m#2ONb#5jneBPo{zX_{PH*QP)bueP9YjoDO)QP#EHmZ<}-m&*rC+14}LONR0 zV8!N@rMlf)b-UNVjXzU~tL>l-C8AJf})N)QoZOoyw&k!O60@Nc-=3_*npKX=Z0&BK<(A~!(_d7|z#WBYy*Z~j zK>n^XJd$zs&<{ko)+0*u)5mU2>s_lWeREo`!j^S+pmmsA@=>sk&0qOT?Oo3T8MVj3wjYK>#7JqSuIA?G9 zG0zV-Bu{g^2K865SWtg!n(tcO*%go&0FOjkZFSsUv%|By?C1+LFMF?iereiSh#xkC ziWhh_{O(BUWKh;ji#FS=I~ye#&CZTqw)z>kTD?B)?1SBA$3T(B@|YoRYli*RdgI%h zX6D{JgD8>oa&N}m-n4UTsxc^Mf`(o}1z5AH8z^JW0x8W&LrFyIa&O+b1u}#ODGhDm zd(a4~V!#f9)-d2)e0^I^UhYkvW3SjBukO1)t$tRnX(4N!w;GV(DD{RTlJz!Vo;4uG8Hga7scOzFSSmErO)6Sw~;j{Hyb!SI| z0u5AHPXRl|qU0FZJ7=~LXZpoo>u?ypRrm7Ot>EFpZIF?ZlB{XEtD_{A!qf}e)k8-M zy)#cwyEX0XTHWXy(*!{+?(Iv}=CJr5+%YjdF?!nukgzU_%XPQvMn{2UkgBC%gSsPY zz{W##AXSmkS<&0JY|BZE-qvtoR}px8fARwhiR}8*V%t)=Z*OYNy?F>F4Fugbs@1v) z8h72S3v0Yxy!CBa-A@U<*yud7G;Zn5ty3i)f+ifUZ4OEDUVCI(Sf}oqBVq+{;m5!u zuT94@I^L~vz0W&0(EnNzclJisGgm+N{{Q@S+4bzCX#)RD_S#w3->s26WVBtrYFcIs zXedrd#(Y0q@Y)5T%_<=)Cxrqz6HGHnxw^4S| z&ezF3wJ%I=#oN4qjI$_en%)V@-m&y*0k?isbi`p;OFPOu@AUlgi~I*;XGtg~if(Vv zt=_j$dQ$zWcc*_OlPCf<2MDVPLN`=g9(P*0ku^ZT)G{0@&xK`h=XQTLp z55K1Gl>aKZ4jzh(FHbdu%zC#d{^jZ|7Z!7X8?=G~lcqEs-#KxL&4JkezswX=G+Ct? zU%qMJspm@WNu1Fu947Y#GC|bvCDq}VmBK2srLBc53tJm{%;jp*=dkpPPc1c$ln0r_Te$v+jJA&2V;V3*8_%>3@2}ay6CDGWB}XEmocV{YVi~==XZ)C=0#r zSP?%}%*`cZqtbWCTuI-;n;ib}b#p?}?tPWbP`wU*_yo^|klz zgd;D1hcn*Id5TCm#gdbD@^!un%}i`*dFT8L+UMF>JEwEspDQ&S?|$)ZQB>Tkb%Wz1 zk7DIte~D(f`aApJc5j-Z7>Q)JS)a<1a7p!p$9M~@c3+5e7rL}s{!LrUmsir(iZAun z3m>@tKYF^^l5lXusj9@T4Bzc7J1J~^*_K(8KZX`a3xQe(H*REjrC&GqkKFm%`a;W+ zkb&Rycct~BYj!i#ep~=)#k4I6SrfZ9Vt3favNaK$@vPE{iATLG zIQe2fd#KKhy?^Ig;q~$byqwwB`b@L02YNh`Y4`j7^zS1_NaXQ)u8iCrwfU9*qSadr zoSd{hU~RIVUo|^s@2mN}qks24=3I}6tz~PXcHiSaX`;8jKB2s}n$xFQ4m_7AH7RIo z+19M9=7pf}kJu`7k40KB@oLn=LZg_Pzn_xVU!PrG%YJLZhP<~C+shc8jP_nn?R|NFB`4MIoPWG9 zPi)I4cnFBBi`9+U9k!!PL8YFO& zugg82)m6pjeXTn9^(fpEmv)qGEqojG_}0ck)f&;9mX==ahbk5&$N0^^zKK&;eXCk< z{MgoHko4Pnna973RUUo~y__Ta^Jp?87-mfj+EKQ(;Hq?OcxGZsORM%n-whK5#ny?= z)4O)mcW=yhqZg+tYT0k~Y$$jev7@Z7;P1?d3#Ho<*UOD^AH$>C*I5Th~v`zOHqBUig-8YhpO_L9=k2a_wn1H}Cs%iFa+i@9W5&-`2!bhppSY zJ|B}4nKlpZI3wYq;?Z1asyT2Wr2uTh_ZzFep z+gH^4_r`v`W_DYKI-~@>u6AwAS8dP?jYmZ)C?o}i!q$n-Q+s@6Yu(SK_4#>6AMJnt z@nD`u1lWl6^>zB<7v^&zvSpCg^?hOMYFC5Y2pYRk=F|>9pO*poR+{(gE}U-~Kbek0U~z3XF+ zTj)7U=)KBAx4!E2aV^~*;qbV}Uf@P*llWGf^1rWdF>LUA8@c@3K0n#%-fxmB{#Hvf zTw4jL$s2-}f7|MJHTCA|Ee3r;dm5&KCyz?97R#x=`}KS)XF~X`&D!;EYs0PT;wRRu zx6Vn`-lWq18Q5+g>U^<`!coR z`pdT_ua0ep*Ib+$z8Uee1ODEMTG~31!EB-J>;OX-G!UfzWl;mOWqVQsEcY3KV@y0<25;Cy?tMF`aXSf;l={km(cK>2e>WZh`~ zwvWBGHDwpi-<&(sy`fo8Xi`Acg@EdS*u7i4y1#ii{Ww)2e5b9YK*%QY`_pUnapter zwUp;xYEjw1&ilr(`MqO&eYniwPgW(bw|)}mhkD+_i(e{>Un+`U>P9nLz|`<}kO}^r zd&Z&r|6Ey9y#KZJg|-%3jfc;rtrcgsy?Ycho#opCNSIH$)ZBKfx$RmrTU?db53L=4 zcP#`>@7&t`zE}R~6_zU`U(;Qf57+Y>_c?aOveg~S2a4fQv8Jtg!`S4j50mlj(H z^+ZrhTU5)dTW3O}wkVl=xD^bU$Zv8#J?*;we=Bd3b1{+A*rqLQnVzKL0nw^b${(irA_pRp11NDa>CAD)9 z*Y$;B>vpAH($ei==H!NzQ-5~N$?^AmHGTf9besF2=G&n|Q$Kv}y*uGd@{TX!wKl(| zgZ$qL@;|SqW=wn3j#pCeL!%_zg}}DG0*%PGd)5c-czK%tY;qX%@K@fRmU;o+ zhgKU3VE#W;x}tS;oXfgPhb$(2I28;lEZs|O%xixZUWu1QG9b_6*LUUgo(X8W@4eWQ z)orG-$EuV;es>{gY0e+62Ej?Mo-R*#!{Jze|8eu(2^$Jz9d>*>rqtM29|}o1#}DR zDCX+BO;wg=$!1+$HT^ZX)x^L1IkeemD78KIn!fz9GFeXF4<8Tax!u^pmk{;4@a40G zk^X;Fo24WZFN1Q7k&yRgsqD+Eq_fssT6C7<;pzuriy$*6#&w%lM(ONId3)}1ea!}O zK~Ta`Hma5PSTp~tQgzrN^~Z1OlX^W~Mkc?FOnx1yTpb1;JXBVC6RDkJSGKI~=fxeB zv(m( zE=}s)nsl{(HcxnFqDss4EkgHLq&X9hMm;bY&DEDa8|q_ZBG5y`m`$=MOg7MJ9E);IMo=8z6My@{e^6stp%Fh+m?i^OfVAFbAH=WKjwZ+F9&qx+hm%j?&h zj_v-GdeI9!G$W|#`Z}UJEH-+l7x!b0LyJmTLU(}{CLVltdGBhm?rV?1#f-GzwKd8a z*RKCBom}gAcoxj!tZN&utw~-T>3(gEGQ!at>&@paj@)09|7MQ6a81pI*@D~FC`VlT z`CGy$+P_`m<|c4@@pfBwX_Md9RN3g$RvS}QYeetJxq;K0fyA_}^X@*qRCo2lA9?vV zsVyHq_x|ni`B)lx*)1jMILz6yuS2Y_tt?$5Y<;a$R{LQuJ7}IS+2D-F-%s_;g*UxH zHcJbJtr6C^W?3@bf+ab*vr`mOFQhFASrfcAVtLp`KS+cu~BYcLto8U*=1thNu-f0(c#dG3vk;0E== z>)o4XZ;7byiO+hqe}6BBH8`UwUE-hq{_HxozoNgq*-VuV^-V1(+vv8WWKHnfh_7`E zLZc)EA3j|pte>t5T8`+Pe&=}P)`&HWIr7B~HYR}@HRejOyRTIy?S=%vLyfnuLT-ot zT^6^rwb1c!8LU-eD3Lw)_4NK@v8MH*+>c|Xe$@iG{-wn64|{Lz+}m87v=^dZQuFJp zkk?mNUR^ExIux{WnX%=o)Z%gA>%pA14RNqC zwyJd1*Hw0f>7c-mSPyFlXH-p$TK~%SOnEKyt)30_aUfUQD}Vm7w={6K|GgtskOXUF zG`*^H-Pc!FUR{+GdCq_EZDI?oMP;0~cU63yfmzr3`weQ!#;-#`rL6I#^82$d$J|;! zYvx}qa9cEO$(Pl|Z^KJ}KMswOkWAbUZBBl$IQRCc&)-jhq6(h+2qyzt)%5cXhHQcFYstqn)r#?TV{MM zKehW`{oh=t8|y%gn%NU7B=_gN!Mntd;jbEcEQB$VEbL-j_>KN&AxXg4-$ULLA$Q*EL&am`j(b%PsfJnxi{B> zlijmtVWHiw{(LaK^*??dt8;mFowH=~xu@VHmj_L9tBc=;eciF$i~Dg5%abRe8w&Lf z7PK(ob{iW!VXzKUJ@+5=Jma-^$d^IKKy#0uY9Pjek!On+tHF4SM^%4${1R`_j+VT zJioQ!)vno~6rXt5YI7nu!8d>9Xsjwb`|?!m{RT7TH4&f+^6UwNe>H2?7y2IVf_U9H zNbB0pur*oYVVQ|FS2rZhjocUnYKGdlJf1%5*Hisn=U%VNcbE+-N9O0(ze!Pvsf)Y% z<=4tTlN@_{HYBOeiPe#e^g6ohN>}K6wTPvz)iRL>n&Q9Pi`%e>Hy$-5@CNZFS3JzkMGA%rgyN zZ+liQyNH(qoN(*Qm^a1jvT(Pp2lXI3HpGF-3_;DWuYz8O#%gT$;#O8#6Tb30Xf2^< zfsB~4($&-Ku?D5r%@>@781T(_6OZ$Ted%J~RzoYtOY8Nv#$VlD32K$ySPya(Xy*4@ zOK|B3>V&oFm0ezX`SW6Z$txV3(qV^g9+jGOX@lO@#Mr3AyEY`o zI>5s%ZLQ9#D4*`SpZCA=W*8sp0!91W9-fEwU+e!S-SykNAqi4y^i1h0T`9Wyp8F23 z?r*!wA3j}u1-#nPs`7Kql390ErM6$zc@rUCwgyz*KET)t_A8<`J=3 z=$zg<=S#6%XMg>b5A~2b8?`;dDd_Ptk0$VdlhxLRdta`~Gt}S3@p)Z-L)sJZGNUF? zo#*!K=WmNk?>vL~Z>6w+H`f?nnku={CwaMlU)0jpiGn6;P0fs&mWdV$$;^8DHs5M@ zUZ#KaQ`rpXrgfqp>p^|VJ^#{QxZTx!1q#Qeb)to38{3xXJ72o4m>H9O_YenXo@hX_ zvdW7nLG`(Rl3HEldQD9xxv*tAH*FIA___D*gfoRRj<1W93Ewky@w?b|3m>7mit`|U!HU$d2J zKLSmtwWVk{8(mS%ECE~p>Y9|ayU>-j9g`ni*nWQ2gqy7!@3Q#bYcx|?5iMwc{|2w8 z__LE0R#CRgCJJs@+p)RZRC(hWk2S`ZZd}{tntUlMCxsqO7qAypz;hX% zkE55mN(;qYi2_AHw4nOIgFha+rHSiZJIed(TKo-O&R^H&-{3!ar+)ne^K+gTwkv_F zE{|zOD&De_j%~lD+p}K!%UV-2r>1?N1fX}VGTU@_9^bKvEVZxo-?XvR*S_|D)AnTQ zq@%k|F9QX@FHisoOrmbN+WEHzqvR4! zPxfD*=Cf{BeCe>`*!wv?-n-9=?t2ECg>20Z=f1v9be$}B_@VHFZlIBIKdYafxgUMg zue)xYT`s$Xm-EHx`g*aP7M7Omn%dicVl*zafyUaw31A6$8sO@`wV+X3y*yX&4xG8S zGGskh9gqLItKc!X2>%A|(x;~EDKXSLTmA&xH?4*AOp%J{p7Y)jQ66w5S?XoNMNkLra$wiBbz*B{wWF*j%(a(* z??Kowl`m|KtTw2j_U+O}ox(Y53pOM|imievZCh9Ku73A_hZnc9%#L}Y;FZBF+xZ`? z*(u0ZbL*=9o3`e=StnZj@k+ex@xidI#cN)julSPKH+^I6KM&g#g8bW7wQTM-m0KG6Hf!~& z_a8x8A1H+#fh_Ys%KR;IZ}xXHxi`U}YO>#5X4$&RPj{yCWF2X))q40Qsn`8w@b3Cs z%U`Mf1nc}23e%bVtm1+2y1GPjxtt*D<4g8EHuRmInjtS9z@K%b*%zWWGidj%C9nQ@ zt=?krsPQ+m!aa%iJ(Cl(<+zVC%jbRN-u*G5{gx%)SK0oh|M#_C=wP=F0S$K~b-Kq} zUD;Q*VwdepE!|rc0`>chAUc)hMDrhCZ2nhUvq796)S`PV`0Hnq?UogCTYA~S4Z35C zw=A#C_5Ugk>T`Z%sDTWM9}Kgx>SMRN3=X4vTgvymEVtQZ5m)yvO)l*Gq`e8>=fPks~c>-vkEjowDi1SJOX{&1s1MLT)iY$9etT7WiQskg45 z3dv`SUfL?iAGQo!nH>3{cB6}3`|`Z0nh&2#|NbbEblvst!AIU~rjHJun^I7=@z~;$ zWwmd8eqWpU?Trs7BK3&!mo2lk4nB0={M%!}=b4p%{iXT0)h`3r+EV?OW_{agdbL_Q zJTvh~^IA>tLJz}zoZB89)DEiNwhUC=9Zix;hS_=2Lo+x^Y+>!E8)6K`)eg(TOCDc82FU%N7|cXPcLw=&2m z&>(T=N8b&i{Bfqqt%~|7mYVW;v?5)^f3Tl{q)L5GtAANb>)@8QQ!H2?+ zfl^vh4cM~zP|Nz=&Eu1B z3>4$NkQnFO_Qw@*+SE0jlG&k zJFnJ7F-c!OaBRwl&%J*ubS}$$-6y=ROH70`1wU%EX0B*mdGG%|P#V$k;e@1-*#FzM{n2p&B`n?l zA9m^OblGeA)tk-q)OjaR>Yuh>WYI#gMZ5ArZKzM11>m87?P6nVMuH-^SFj&FH*BmAIVv8TQh$B_K3nx-i)F(vl|MDf z>Wq)Suhsh2|B3mwKiIRr4w?4tx9VP9^IW~9-azQUx5i(NW z<=4e>nQpj(3f=no4V9A9x(ky}9MFSl+;w7M*~DK5?tx|k815;RB#3)fq|Yh&6ez!> zXu8;2p_z@P$`7AQS9AWj=e^QAUq>dw91@*OUUx07>Tt4@B>s$BpP|xFU#kR8M=A=_>VzS1~oPq zf4Ed0nVq1_n8TuN6MO5q&EwOc;X?-PgB)H4El;aGXFp_C(sqO|!t)MBfWASI*1AY^r2>`6;?*6K&Vs0S$vL?_-=ZEjS z6LOg<_|Kg1oABXtZ~b4EGsV|g|IP#rJ_sG~n@~`;QEfp<)5fxd9xk z_snRMFeqD@Gkz>(G5Br>atnA0j&Z4Q&sO1{wP4r9vr2O&sC!s&ZtG{YI1KTQ8Xpco|F* z>am|MXSTh+sB;Yqxa?MCOkT-yJc{#J7-!!a7S4Fq?VJkW;keI7Zd;#!_wisH69;H^ z`9Ou_o4J?V!xa`er}=ApTFHTvl;Fc7Nw{{ zT-kQ-A6OpTmS^%(wYcV0kTdnc39o`Du1(-Z$dcgfb4l+nC1nU7@B#(nT^66_j|#mL zOBKLrGHm~q#^klkrH+@ibbDTXW^x2K3oflJ-KF$hPq*jQWX4_`->?3ZNPHr}Ga9E&e%W>BLZ&RUwVZYniUD zSbyoz3cLFce89ccp7%|?`t{!$Kt)5S{XRdp{qs{Vgv~dF>ABL7yq2+ae_LpMl*HBN z(lfy2Zs$i(-SX=V11J@)t($W^pEF11*G)!9=Kkr;ZgGt-V1CI?FYd*EYMPCpO{CZN zuT7iJ3UXWY)A|2Ik~sca_=-PvZ3V<80x8ixw$`Y z*8dZ%+qW_L-_G~!zc0=IDi036Y5T9#C$IhgW%-rRD2b=fMH|6ke&olx`snDovU-rG zrq;iB^g8>>t$7J4-@ywfb)L@m`fh&po&Wn8@k?E!>!6ibQjPeXxNp8X|3E21x4y$W ze;v#0h(ChhsQu~vvEKaZqx`I+_m4d4{{Y)g$huwqpK!E2sLDER&-1uo=ZjCj^d+xo z*hkwRx_LC}-=$x^TffeZdTriV`THQWYtt0{GWvgR?$5}d5dWmUsJ|z1XWIO&a39qL zul;*v&e}_huGR@>+rNS=s*tJIeH;G2GM6dhH%Q;)2E&$hv#qn!cXvWHsx7zz(zq<_ zx9=XVf~2?Z;OMp5dR=h4FT;Han~gt}LF)(@gWt3lWL~|01iB1VIAGQOm0|T&;B!rs|af5dSvoGza@2Ut?8Vb zQs;7bVIz`nz6z9Ip8h^<>Z9_^q?VSWN}zgK@#U}UJAHG`<%9YuDmr4Ieu{_JMvLo7 zf!7_^fI9T|<9xvLg-4U>TaSC{Yv%v@bT_5;_J>u6XWj)@?TRmtKX~J8xVakQg$YyM z6|TFxc-|K9aKLW&L$ecbd<5~a?pm%cU` z9CA{Vg8a{IopytC9g+Z0qg9~fc?ewhg-dV}?CH8oR@gb(kA3pc)?eY2h zn&)K9Uc1c)Aa?gmVJcq7`s@zZnVGE5&M-}e?OaKC(-gP=&+AinI8Gi>Og!!h>Wg^n z6Fn}mHe0%E4%q7V6aE~o|Mxq8|KGyDpXKZSE&u=Ny8Zv#`SJDtZtws5)c)V+_x1md z=l}ops`%&S)$i~B`;`Cx-|PGTfBao<|Nm`i&ad_R|9?FG{{QFe^?!fo*Z<4k|M%_h z{c-9J|9|~{Utja@vHU&e|EKfo|E%Bt@9z8h->38ce>^__|But}|9|YS|9}1d|8K|d z|NArD{@=g%|9(B+|L@!O`k$x&|9mU|zwYPF$MXNazZa|j{oa20H~;_Q0p83kA`A=+ z91J-g+S|^?C6hT=cBUnhwCxlJCWeX}{o<0!oYZ2y zirkz4Z$>5&2DmH2w!6RXI>5ldAjZVNz|DXF4UEw)(?41=NrKJdwPKQHa&eumWyK^5 z7VrWI?01`yjq}!54&DH7W)=|!1_lm><9(VFdDk!>@6+74$DI*GZ)RiSWaB^4rx~VH=)d>9 zIunEIXTiyG9E$Zi$7ja=)H1opKl7d3ej~H9R$9u7g6yB>-L+kO+R&tOm#45p0mBB( zvzPtnGWqd*x-GqLdx;|F1Fi384y`(ILR3y}|L@=1@Bi(8|NqO&%l!L)&A(sscl!JP z53kq%df2}I-}3wazWuiU^YXHJeC_|)`Tu{t)PMi~^#0o4cg^Gfe)!ivc^`)o;LcGU-$L>{C__$^Z$Pyf4~00U-|m#-p|MF>p#ELzyJT| z?frjV?e_owjeq~Y<6q`S`DxbwxxoIV{_oGr_xJz5`Tu{oea+YP|Np#v?O*@n;bnPy zxBm}s@Beq*|Npncrwmm@?eF^k!|SKtHrLnu{-d`4 z-^cj6e|!JD-hTgI|M_OSd+obw>#F6M>+4M8_x`v4|MBH<$N2l~vG?v@|Nr@;Q2npv zuVZWe{ha^*|Ku~A*7fyYzt4Yg-{*3{>`y;l$NznpfB*l7x90Y|pMGxtbNK(SKi@9> z{{Q9d{QsXmuHX0bRejyh+W+r+1M8%e|C<~WIqtFjKF>*+lz*8MEcqrKzklY~d42o8 zf1Ki6G=GLo`mA+rzFXwO&^7x#-@RA9yYEj>e&LKy`#&dL`YO-<@AZ>E(&-KL`u|hw zex3gDGe6a+Zcok6k4^UP{!jm#^RoXikHMK2(cc!nId1Uyf7@#Ne=oi~b+7-${pX|p zv&Zk>{=3Q_|My?{{o3E(<7>ZvWS;+j-M{~hb$_z|{E)BvBYu7Uz2Dq_+T;1(*Z-;i z@u&I!kH_}=&wu{6|L;%z`Td3e{~RuV|Nr&;`}NO%KK%aw%l7?$-fg$v^>wf(U|L*_))%k}nuI{(z)ssH!#`6c~7ckJu_UbnCPTAwq&?#HX}x4ZZMeR{tBXSvaddco#D zr_1C2KK;GF?)TsM_I9lQp02L{JL@mszt`f~bq{6#Jl_B2$?|`*XZ+q@uko{9{nO(7 zd;Mvj7GM2+(W!1rrM;ES{}=i9|Ff;PKl10X{G;dlum33j{#0M@zlG<&`kfcgFUzx6 zv{%l1xSqSy;8?8C?m15<9Pv!kJS_9CEq>yu*SfvuuQ0Ft~TRNC|C zzgnlcXNcz(xsNJ77Y~VusQqc$zUW`_eg(m}PqBR)PaE=i&Pkbe+p5+1t9DSO*7gro zavrXUT_S9q8a*oaR035mRvnpa&@5J;=8$+uKTUdx!K5ADN$yHq%AJ$X80jY498#Ei zy@dPyuf`COvO!9_+P8o13aGPx+`CUfw07oFeGiv-m5*wjTAkOF=hZ}R(dYhU#2zp9l3VB_ zvuEE%??)3h&+&MYx{LLd=*sW!1G5*%)qA)mifQr)1xk4C@m%D!=xc|1Vwmoku0t)# zKenCHzv|IaJZHB|GALkSy#`=ZhA=4TeDsaj{Uv3%-v)4E8dh>+);58nyYtDIUq(Y!aLcZ=R9 zod6>iFO7g*uFaFoI0Owi1Pwg;iZY(02v1ct`x)LeH9G3i#`eUE3zqOYvG7bfG23mG zTa!j;osJs61e=ZIU!-f zxf3jm%_Sb!Jg$1YRyxlnX=pidmW)1MzUTLp-aDL3@<~>j*-unX%xbF;Y})(itJ$#^ z&ISS=<*6V?=wvU+T2eYOy|HK49FI7^jr!`cGdP*r6)aD!bGI}p+SGYz(nIH-l4oAT+ z#os@*qq~@cjqT+ZP!JwZhXtYF0%6SynrbgpUVrFzd&knqZ`dg#Wyxuz$IRgp_t9p( z!UVmGp35_u8XTJ4NC>#*I7{K8LhqhTh`*XAB?dS(KYCdAo9Qc$lgd1{mw{!rr$8<=;R$HwnC89j z=o}9N1C7jP0mf#PPs=8*nt0819&gb!waE%|6AO(Z&r0(eO;bNTWl#2#3nx4$u=J0Qb8wq*PQ~N7#FEWD2lQDO8%riY zy}$u!NMtqKKFDidRs+ui({o=Dms zJ~7+tG|&9RUGC|37jrT(y_8!!an;27Yp(NHjjBr2Y^~yE-rMxW2A*PgiXXVFA!#|IKis<*iLHTe|3 z5nlgBbiHy-haeBjCEHmF3KQO4gy@P?NPo?9X)$-syu>&27J@yH%*>n2&g&w!shREM z#qA&K#nzt^=3y~1yJ%2$(O}y}gKrlN%r0#xE-@@BNvzI1A`_d!RHw+nv7~s*ycZWv zoK%wvi;!^HV6$%fjV4fzlJONV@OYj9%TW^-bDz9eIKOl4i3xw41T45OSw{7Pi@>F# z`%Ve#^zS@i=<)o;qGA)r0}69NL0JzeVfyq`+>ggU3j6XaqxX*KCSewyOO~^IL!Oz& z2`NW-a)z-P>PRiA2I+!Dz-C8q_#Z#rAAON~2`AHWg}aNP<&xavP4B~-o^s}~RSEF$ zfI=hz9wIjtz~Siq=A!F&kX7|yyKHCqnmk&&iskg_fCn}n>@OEJgRFulMMt*@dMX|u z_kog|O!E_s-EvPsf#D_jtxqXJ?%Iq)a-g(05tJ6Yp=t5n)e9Pzm^CjI?w_1HLG*{K za(UB%du_WsUU&L6Jt=K`{fR|d?9Qh8=7bFg7wTPN>14}%;tMIIrKj*T3rUHrm(Pt~ zFwe2$z_S@bH@~`oYM_f1-LLuLIj1cbG>cJ?keIT?v7^CJ2%feiU8@vat2$h(F1SW1 zm-oH_6~`0Pgn5NUT$`reX32gdDaL!r6O?KFV0pS;LD`dE#q;>O{k&G5!Yp=2zX)aa z%2X|ytnjp~S^G1K^fRISqN)uS7dh_o1jUMP6x5ARa^CyQ`obV>BW-OX9c?3BZ6iI~ zMtZl+W?Sn5<;te1F~=fAB*l1*%Bsw^RhfOOGBc|-E34i%`%8k!%f{RvGPA!dn7zgA zUA@#zPA0aOYG>7?g7@6`?zLf$-}Z{csR;=a@-Bg#KN((|_*N=5yTTvAL5g&&+Sbq-hl|A0OP1F+mUPtBFuw_50Qv zc75^a`XbQ%WyN)m>?i9c&IQ#Pb8;4CHa?dY(9zHSbLzi>gpH%CcxIDJvkAOn@M?49 z4co>l|Ip>zn+UZNouI^wQLrj=UMei_&YdFoqg5ec zLY(qicgrst>W)S8K05cXyew~hlp5O9=xF5uN+yo5WRk-2aw5x1L$;TJ?3qnR-hZl^ z5(_C1?i$VU5Z2+ZSG{-cqk;suVmN>({2k9Rb9heZyS{9DpxXoSrUQm2D!3MYlyG`% z*^;s-u~ETy!=5|SB$jZpu}Pj+GLdu3u<5-}A+zwKjgz%UzuN@4o64NY6XXm}9SYV- zRo@47k@{>6{SAA1_O4Eqe9Yw9)aba&L%5!W=aMVju_7-gioA?)*%kS$%fK zf%c1nIT``$z}3_wP|+|MS~QrQ@VKPxdFi9WzTSE(Pe`mMOz^vuv&iVs+cp+$&a$dn z10AU)lR+tLE;L^t)?2R(ODCJ)k{;zZ2Rt_zuK(bZZx&^c z0m=iIEf3c>Z@I4+dnlDR9g$lCiMf0GQx4i~uWaI7dSJQ4!2=lW(u_;OnU{idE=|t6 z#L~(CrTGjIXR0G z+qTNGoX+mMZU-(LF+xDt^U}uG`IG%F!5Y1jO=f4zO4P1ydiu4jTig^>y{Ley7xhed z^|AzHS8e6(C9uqrFu||>QqH242ky49XlKTOVn-b_f?Otj5t;mD$#oB56}8M>h&Pt_ zY^av34qkbLUD*CcLZCwI5>TT+2^y`eMqOWAy1s~Xe*u*a4{V~=PrN29TQy~}!c((@ zp@vPo%sFCz5*E8QmrSe&MJ=q8&!(bIXG0n-G+PnPaGFFdrR-Yh@I>^yam;y8%P$*T0E5~Cpyq&sTkky2-oE1> zbFZ03DVKw~2X3H_L(SpI3ZJ^3vy`6}=3%*H2x{o`U6fi`59$F#Dk!_1S8+RU=ytxU z78Hh!=M6f+^;l&S`?7sPIU3wK^E?a;JdS5HH8{eW^Xbh!61I~iWZz5NPm^qj=U{4A zkX>wAl<`F6L`VOng!MoEdWf!HA%tujl4ZxGS8a33#Z|L`5TPy==U`yJ~jpLl= z-Iy*V#KQw}WWofHBSG43BHU=@2Fvw*7jqUB9{QZIt^Es+IarS=sDfSxZNc4CSnPIw ziQD;&Zs&KoWk2x~_#trF6x29fCYWVXee^Ta>c#b(Y)mhuKndzPv>m2$A?eDC)+;Z5 zWL(U>XgW*bqqC3lZa2Q(IV_q#B#+$-IrSl8Eu7WTu796hC5I3!fSJ>U8*dY^J8Ok6BJY4PL5uG?Lo zgG1Q;bs)GDFgma~g5%r2-um9@A)IV%FEJX7AZ>pi-Ch*#F03+-71Awox8$6(oG~v% z^+tjBhHaqMz&miV>W3#Q+bTs{E4}x3#5VQSTOgW-MM5c&4;z!-_%5}~3;P60THr=6 zywT|3)*t85-{-wyo9lN_zpe;W9lZ$jYkKmKOm)_hX zw|9cv-Xn5*UmOK@5O^+uI|yQTj5-3|*9+L3ZchL;xKK~Ajdw5_^m3r)oC zphO(=z%Kn;*K);oQa?e?D+Z-}a7!4H^84aE`r?xM;-IbW>u#?D`D{;lPKe>s=~IiC zIcL3|#VO8%skJqT^i&N1Tq2e!#inqAE1GTBz73MC!>Ee8Bv%)8j z!&{G(&g2JGcO3KAs`g2X_jz7#khK|R5&FJ4(+q_V$g zDSza4e4qlhX`#9mXHedb@A?PZnB+_O&7w>^u7lF}F36xj{lxU<9;v;Pq-587=dWG| zPN==m%A#`4!!C(~ZPAU#FM@i;mY}SC4xY7@-PfzQAHV-~+oaYbNO3w@;WWo?){WtN z_#{~_Syo-O1eJ6!U6Be9UDl@CL&F}4_uerDbzxXQ-6fL)^o|+yEp38|Xr-e^i ze0|2^a8TNjPpT^20x1z#vrMXkGkd>_*??<7aMu_X9xPtw%I@_J3j*F;6u(+{BH>+6 zrc`rTjrwNz#wsuoX+3IXR=Sae{CBw++XdZ#EZZOv$_1b z7WXXr%eXLbV`hBBb&c4qy@h4XmORf=&g?j_PyS14zjlk~v4w$FdB$wLmnv^V{MBP5 z^d0296SawV`)%j$>@BP>OP+H$!O!Y?ZUgtfp3{e;lGGApw3cR@CkJTW-Oam9%ICGQ zqvqnudWRJuYwn3(3-wxm$ZW=3!xdBf?w73l$W|U|yzb7lAAg@XS_XJM&p);x$f`lw z$8^TE^rj#;mj4X_D`yCQQ4suCn{W3x#9lMt`(AL`SeO`mef z^-jV)9;jW)-5|So9)s*!Uf6t7vf1mUmEUuzunI5B$6k`k-xtVeEakQYx$gwreUm|Y zbe@V|v$ekNy`4AB{FxQcvn9n-CBH3BjG1@6V)e=9!WC2Up7l5`Eip9*ho6o1)Hwz7 z>OCy#=c{NnP9_xv=zW=l!q$GWOKr?`PP5?vp-~X8^KIvLM;MZE4T>nTaw|sZ)v%EeLe8ybcNXKtD_W zHFMN8o_p%Eo6oRLzM!#qPWH2uGgBU}6Zy4ixlsPADg(Y=qf?fN7c>@6KB_EOuj2ic z8?5a0PQGT#mocf0PXl{SzveC5n<%3NHa!S#dJx?7X|KeOEdWUr%d!<;+R3&<^WD_K z%BT}Frv#px9C(hi*-P?ij4{~%USR*rm0!56x90cG^eM$>-}E>x?I}9*~W^`0vZhg<` z&l1~j*G%TMlCEDOK2!S4T*Hboz2lZWg?`7T+-BfUO}=B`v%_gdFFTsK=}R{SpECv< ztX65MP+)yXheEGpSkoi&r6%r zPyQwul!FtsuhUfNRvihK`v>*K2gk5)|iiv%y*IpvLmK>DSIZmV8r|c(-}V##b@@o24Jifa3Dr{_+QoU0Xia z91aC1%QBG5GT<)Dd_HsQXP&nNxqFSwoVSvTs*ga^Uh_RGD|&#{f+hZCCg}} zZYe&r0OSrxvJCRGKEGz}@z^cfxL?aH?J4t<_;bhj*3LA)V?I0D`D<@}?kaB);_EfK z1ahM?+>PpU)2E$#eEs>`L%ZB0U(PYem@@I4X|Yk75_ikZ({WyZPW?`R=74&XEO36! zoa1lrY~z0Irnz{|>q1a5C-FSRM{lNv>#0hqM^~HK9|veIo+HdQ)#%jDG*GGkc}+;+ zsmjEsHt%+Cjg5G(uyp3`gKv5oo2R7tSzR|-6x5=fDe=Ikt1xh7(vsps4MDRijll&8 z%hE}ULzKKku^zZ)zUu};y2Dw?P^MLZ**^uVUS~ZQQQ$8O$RkIHxpbvES*yn7h$O%aISmfs~F?* zV-KFs3p^(P3Oc#MtCj~p{Wg!=k>oS^U@F8>$Nzvsc=b8c&Bkn?(qVRXM8RyMLr+ED zZLTxmn+hr~Kmi6xJC2&m=ZJ@$d)(Ub_RubHJ_o0PIh%Jb^Er3!WN2gQv9EKm7HF+g zKmRbT-o0TRsN^_v4piK^KF?Wac$EF}9;0`k1G(&f^pwP5=7rX!pDXO2lqJS4O*ywu z`th4%7U1%8%88vKk)?KLceqTxs3%&#XG58scxjIKx6}VQ<0YEiHIw&?*eW|Pjb2{_dOj`j+8v{%?| zsF3sb1?y}6b~m9cdEH@9(w9@KXb^qeHsz7Ck9?2w(w-_%rd|Qh)GMDeuYO+m``Oz= zbw4@29Fnk^ZuH8sKJi1$sTI$2^laYNrN(Gx$8>*OAfu6b1)Q^Op%qS$pRIg^t^9&{ z{F}n|8?a5i)c@1u7`POElGwL<#(twbkJCJ{T?H$q1fB=g3SZ&1!q=LFuQd%-b`oD> zjKQU%yXN9~n|IzYwLA1w^RZFlq56eEZnmJzaHSZQ8LoV8y!x5()lUa5V}wJ_cs|!+ z)|;O6KG)NDp10)J8iQA$e7JZXJh{%}Uo-D`tuLhTsq&Nf^T7BOsPH+Hay|Upru4G1 zyd$3vf`W2!4>Txkq)n|NKh~sttZAsQlllm8A*dm+qUj z^>GfU27xtVRzA^~+7YCDYQe!-~OTLRupPU#fsu*e0zyI6YLsh(u1}mm) z{1kJ(RN{>1b1Ck1HtI2P&wf1oKl!1psFHl7P5<=m5HD7&JASjb5L}&aZ?e`B(&JY) zV>vYWV1~%#!#bk8yv&wf6E*6ZW7o(}VV?XhT&!OC$mfd@RqMcop5xMh?XE<+`7ujS3-4)9G^eoMdFL9X%b*sXAUJ`2ge0)au&km-KaV{6 z$?>tq=#gcjgQo4dyq;oE$Z0*%vpe*3=>y}-9PD1cZZ_&X=^9Jn)wPzTm+GRBn7}Qd z0{7${N#^B2v%pPjn+MOXyh+vH{zIgZ{qcnrDH5$bQt(l$FZ^dfEhiyhj z7vF5|WA~DL3u*~ngtvq)pHshfPCeuKNmN{mjp8UxwVVcq%1Dzey4JKc77o9Ap&mn1< z_@ViH#`7w0ryx9PnzY7IIWeoFTO}r$iq&^+{mgmmXUdl1vv(w$L56{vl_n2OlfP|x zu3E%@Y+<0AwK|Vf>K15bm3X@4GhEN12ac!U2Jd^g*@<&{yUhEq)u6fs(ujf9`Hq^) z=lZXi>wn>#I@q~Jw?ICfG5MU^RH3*&#TdCuU6H3Uo=*m~bHL3HP!qE7mA;&6686Me0qRt^YTD?F*W< z)0oX~=@$!d!D=&UZ9HfAGuHXL&tWaG&pfK!!?qukD3s^D26eZ3cKRKAvhsm#O^bBf zPqW4#H=Fsr6`*3Z1756lJ~!@u{_*-gkgnv1JJZUJJz$?N$b0@~OzHvm7{PTS6)Gnt ze=v}$Pu&etqC5{$y&owy3s;QJ5m>jRWp#@ryO-ogP;wAF4{I0;pHCM%|M;8G?bcHN z^S#i_o;+u=Vdb8q`J31GXlM7iZ)Sh$ps73$)WmrNY2pZj>K%|T8gqAVco%r8<9XGb zyAsbqfy6!a#N%X+>7S*_%PS` zt#F=s_4AImFG2ORN^v?*-3Q69F~;i2&w9dt+&CRKoi&UT)DC?FZsS1<=YtyR^Umwc zJ1=lPU2-+3cO>~S=6q>AD4SNdH`!=e>0OY~mwq<}1$A zKX$12(1GXk(qNU{xhI@kTB^_DayVx}s&xOS2mSVH(TOM5!JM{E>v&fx-$^LGl_4_uI$?boW z11bnIp0^x4Z@YLdC_@=NK51Ef^K_H7w;;CWu)faReG*ZE3Eq zUp;e!f&jd4HwRMr9n@GpM}N&6{eW}gklv@{Q*ixJ@A>?c@w*isJN7JTVb@$dM<27< z**f(z>#3hfQ;H8II2xRSX2a6iCjz^sd~OtFA)seL(6L>`wvZA~|A&Rrp}q2FK5&ME znuVaQPSz>pz7Dtd^TMl-LFoq6_OqF4bO~HLo9{{T*-(?rdQjteH>gkP2J2H+nq`%q z`g!V9WsLmp*ogBQhYmP;^>3CwlX#}oXxW_;O@4=ZD-XFJ-|%r!(CWa+jhZ6$@{ZeM zZ=C->$x$;UK=UN11Ny{5z4mP7(bVTH+T1#O>jU_vc(nzcSP(P`-m;%lvTsv~T>kBQ zdTUls+4yFTLB$lX!>qy;`%Ti`=gJz-nJdgU71U`7(1dkb95vPFuGg6hX>HVfkgVSJ zqOdI49a^M*ylL2SI`dfiaRFTV;-8l#?$vRXu&};@TR4eB``uaznV- z>%|BiGKvZN=G+rML(eJ0ITheD%gRkakQnNXglw^X$EM z>^bw%kZJP%46*vDM?Y62p8&^!Z8S&o{U4yF&}75YPCZKc)iXa_#9pIoXFu28^7(4U z^I71wFDO^!tn0M7Ik7<&-$#}1HM$LJQk47&C6)UC=r`YF)v>Q{^12SIIz`m`92 z7b^PIyN>SND%XS7csMgT@MqeV&-@&{U2p#!vSQb4-f65Rl?omVnJKnIb;`asKgGg5 z?Ipx}tI~D^_H?>Qo`E*eC8o+O7LuC!`0a$-t);zAYHpgzuu^ZT+YOHyg_RMHXI*1| zT#wmr_jnE(mb?73wRGyGmv`VzX+7bX-o%)hc?FIAMGL0*JqHadSwV)CSeEvb{9{}g zWH>iI;GJ~-GRp*1bQtmwz|%8 zJ8h4Vo_=sm&K*#@2&WUnHTNcW8$y~z^`J&{&iaEpZ2Uele>!LZvIjJvHy1vjX9XV6 zI|mxj^Lq{%(0e)OTxi&isf~q|^Bz0B1a+$Ko&ycpmE{?L>SazZ$+v%)ot7q9@87U4 zXxCgw?`V6m)%63rL^2;q?vu0w4TqM2d{w_4?yU@PxZnQSTDt$^%d$N1D5`<_-0V4z zs;g7){N5?@^VssoKaD?od%dj4Gk^}yq%WN$d|tTo`TNN(OD74QHwBNGEC6@k4H7^t z+3P&dgIbuEP6|BF$?OFm(3|4b7u2aSb-}#)`h&Z?JfGzm>^>;dI^P8V6{PzpRNCzdB?Lq+y*6%>TL#WyC6eI#_E6WB_JF~u&gY#+Kkrz3vMe!n@t0}3J&xf1#$?0CT-o(YU!0Chc=#MN)C+3dxPiu2 zz=7yy`POD*ncVJ=AYDCW>t^0f;5)V;a7k&uaSqdw9UJdF`YbPBViRx*quD$!!rK4B zxyf$@ND(|cVLr4PB|*J>NbLz9I6SHGyyal?l)!VarvFj<>EXwo8XfQWlz?ZrQS3c*xDhf$)z)+U zdp*bW@X#J=%9ted50bJz{I%Kh_v{ zljC^{<6;x|FsBYUQ*S!SS-EsT0GkweF9F$?k zc~iCgto7H-P0x6KG~;X^m3?; z*#)lZ4?q1@SGgnNWf6ioE)y4Fqc3otyY2CgX1nAEF<#(tQ&4|@8RPon0_*OGRqPYR z)?%+r{Agp>nZA3&JNEfJx611gwbzMReuthWw&cc3Vyp5Yu2fW%ngZ(m252VV-I?ZR z6+ZLiPLay|V5vY&<$2;5-2;$ia$mNC$7n0o%>>Q#2%f(g^SL9umvj1cOS?Ot>JQ@Z zTz~yZP+15X$|?iR4A_8T%4~UB%)HMn%b&a1=!5#%pn(KPIivCP$mc_kD*tTT92@by z`TUK|tp){GBaA__8?Nq?4(j?Hob$zWJ-3$Yj-X`~ zzOO*tg#@hKg|9ugTff?UujgQ%Up)&nFXj1cNwM#b5Vm7e_dJmM)x*4W(n3(mNr4Rm zX{yiT*O|vJaGqUqZ#>Vla}pL)FM%f@(>C3=tiGxJ#_$tp@EVkW1Kq5lBP)S^*76b7 z{nc8z;@3>U1^Qx8i9gx!GcPw&_08a>diCR=`5TOJa(!RrgFgA-YBI4v-k7D-do^FfQjeegBGu+8O#-a_t)Iu@GomnPtOW8 z47a5CY)B$xPa=bl2k=x5$N zRKBxe0(*=g-&D|a258~|(#-)48}P50dmPfKljJ@R8p!Ss0+koOts$D1&MhxJ3L08E zh*C$|Xq#HStx0)nqbG7pZ_RR%#0Sm(#-KS{chIEma_M_=&O40wD$dR*3|t8slww>8 zuPwY(-B-Fyky<#n{$SPe=Piwkr+|B(pvhDl!KD*UpB6g5Q?6%nQJ5AN=l5w!F`lgX z+^L|^y!uF+{^c8Px0dz?x!GKYP4y-o-5T^Jm45^4RZ#s88pv{!gbrkJx>X~-!O>G;w*9R?3PG!7m zaa`Q93_9|+c+N7rP0QrwOYe=1xUR8yr7&Bs(X_>&Zn8;IP`ZBg+=5WKhZi)I!4i{p zfhTf=dx|FgIx*=Nhi9$IP01dkNxRa@K=~mky;wJ8I?JK@sWt*jdzRQqdCoOhF=gTv z$e2p{QZ@CJ{yHmfl7TIlFWak(- zKjmOuB9GjXo<-1ld}@>W^On=6J6Ib*W9C;tW9F{0u$ffX+9cQ7rbTuqqy8O|u~ zjRhB(noro+zg^37zH|1OV>|QWo<*Q$rv^063{Gjj64rhtEb{fF#;aNN(0-c6tDJS; zi}P$eCI-zr;im_hf?Na|yn^WpI2GAvxAEzVk50$HeM0q)EYLu9s*Zblv9ItubJrbv z`aaH_4k~Gn6_tSI`e0MgL4KC=BP{1HnBxy>e%(y~R|l5q#l9)hC5NWg-)_17R|0)f z7Btzb9(L~WtAB3~?Mi-?vzN`1tDbIR;C zm&w`7Y~y~dmAb}Foo9~s%R;{7Ig{%RD`$N8mwbqq`6lnQf)!Ih1&bHFVDYm2Sd;eA zCeLbPY{dI7pdrSddyvj}+Q|ybw!K@8j_7U&SHWeV^n^T+Z=C)7W8OPRTpkxVm;$uo|a1td<`lnLCs?~Nm%pP%@Q0rZP3Uu z@iGFH+&*cYd9%>Bg zp4^}*TA$Bz6V$X%K}7tlpti*#5AXS_eVi9?XkpOF04~W8FC%F8b-@&f@uojOqmrP$ zA80;k@!ZWjKS}+MiIbc@-SnWi-Jyj+ph0#m_#nH+(=DG{w|-{5^;0SOD|fOHXx{xS zWH?22yX5BSbD#ZK^PK(h1r23H4uEEWLzjLsy{wtI65NbE*bJRnS6%&{V_I-$b|<*| zS^|o9*g&1ZDbMHJ-p@Z?-x(Y6J^8%Hb5Jt~G%bJD^!|zCa-NU2-)6f19h9|S&M`<` z0WuK0aALuf$>+qUofG$X-tBW0rOVQ*eD9>g4jcWC)ek}A6rkAjg2$$p<;$AHmo{;Y z_d($}@to;qX~YSclPtbugA+0?-rws(OTR~kYsvz@BGq7Z-0YpF>6pQ2A$A&7P<0j=5y`r z=O3?>?A{Q6j#g@b)QAKvN#If5R{U*K`=o~tYg(Kq&+t;J2i3P_ z=blNOyll@A?&Y`PUti$@EagP%$C}oPeW01niZVUW2t>1`Wblc$t~YB{D|{|D^Rc^u z=BzTNAa~%xubm6e0F63AdUntr|Lq=WZ^3teeYocTbF>JV9ONdXv~N?HTshMXP&|KR z353tnoig7e_W88}a?gos8$Rpo?!}TIbH4tX8-Cs4fF& zGBY<`svb5N35xTabrau&y6q@xR__IkHGv$t0`5rlrT6|{+7bjB(Y6W>qL?l1+l>f3qZ}k7O$y4)@FdFK#}MDBOcZ-gJtS-wfQx-75}>TOi<44h((Ck_Tpm;Km%sb z(G!HW>M56g&qb_&sA<+ay2EDrj_1EY8K@6D7CE`wN4P#*bMJ>c642?zGruF1baE5# zRLp)HJ_R&NCkwW?0zOLj5j;v~vwwr1O9Ib4@0U}bAA>BlVtU@WzNh;CgKl$M8_)n` z6=)GwwFqM{1S8hb2@05-&dq% zev9XUmh7#0E`IIrgUeq*?u1O}sxA{*{apL!vE`FL`lt(mhbICaOw&F#wX(C@P;LtI zhgK&LFezQcY3KV zo|paXoJ4>ZxV;o99AlamaZWRitHyw@#|zX|lz`6w8)#X&sV0Tk^xn{0lRYKnU6149 zCy@S!&HaSO;Wo#nmNwj7i6wIVZ2WcRsdqd-+3~!kadYvZ12=cdfv49(#db_@+_#;WwyJ3!44xg%6we6y2&! zdTZlo?GIYo1#VM;2Sa>)G%p=#7vWFCD6Z5ro^JVkr++K*5DPPdOSNkd;+(-h=q?Z0O3aak?s-2Gfb$tjn#&+|T8 zvc6LHgN4$ushs9@OL1wdRsv~TI$tcypdM6}gL-Ap8LyWJt?SWVW3wDx+q|i#z{||k zGoH_6dA0)5owH5`EytRC&eR9gq}iU@kS=A+H{}#4$}uMW_k`__y`leKy(W=IOBFVO zY`SI#Ut>Xir6%*7dBR8yd00EXVqT<8|L*;{;@5sZQ0A%m0Pg^V>wR!gI`(wafnrI} z%sj>%u5tHs$w!rDVJNFV(r#$}oLZRbQLx_dse|TX@ciwoooTD;4{os&o>KIxGVQC) zyC(3=?BaQl*~KfxX4g6VTdGrIcAni3D~X~FN!Pu8@EkM9$bBCn%|pXVi2_BYhi#26 zETEPJ##);*uPWQB=JkTsh14H>({pg~l)&>hW0IS0UzZFIYHGI*;+tZGvD79#?7Z=n z&pu)4%|ULq*Fo!{Kx>HB6?X1@Ikix=_rshVQ2!98U49aOjxGP5YX~V2p0e!rHq`6? z5WqZv{qf{q0ZQHrg4}G=i>G$hJWl?-?ZIS84R$Zdub{ST;CWbAt}FOF_v+`8uPP^Q z{ncu?0NyhXpZ8&t;lob`y&JyFDOeC=1Otc=7;7}eubt!G^111*gb)*W^(LqvbIWpe zwohTdo$U3-ei2_-shc^z(f`$yi zOGWBo6*i~=%ANiE--dI&UFRR-#i zLR;WIpiV*S*3T9BkU2`&JV?-z()56*Qwx(LAE$ZnTgic1N1)y)bVLodxG!$OTz*i| zIoEK(6iA^wHSa?T+cDOsMn_i9nOviUCI0(?DFp?K}LP18%8bX+l4`xo8% zdEi!M%+-zH!HKz$Wu~AdgZl)R-kA1$J12jTo3%V<p64z3vBm(ts3IP++8;b>c^q2u%1dN{XWx2?FBMJ`HFr^ni43~)?JsD( zDQLAE*jQ*X04+SUbFh&I*#zpkfEKl-oZ0foiUqVj$nM6^$&8kw^>!P|>>NOW0$Ol? zK_mHivF*8&Gi)aGHgK5tD7X26iXr4iH@FsS-1@oVBxr?Y(6M#8vu;A>qa@|HK6~B2 zmD_c{5~HhfW^>@;$>-dsoqIg_&35kBlCBa4pydINWkf(DqFi^rd^)uwMr}`;k3~S1 z$)(AO5h4nkE4Fd}ehQjWX*_Rx_RTR!^QY(h$+SDqTNt`qCMyJps9DQLTFWn-+Yd@e z;5ryQz}Q@~z)e(fQ<>cRjyrm5 zs;7Wj2jIaK(5#5|JAdCD-}&wC_)Na2C#IV6wx*@bPU`I(gCD);BP!M%2QQdYEsEB7 z_{ro*doZXqCkb+?Y%=d1P{SKJ!z)Zr<_N#UtAE^JvY(@PeZRnYcktpIFG=q6ur>G( zeQR1yUly9a)edXr<}P;rv0v_7{L%8woRDq(vru^v?I@BhE`fVtfv-luI}=M*fsl5z!G_p19VXbJ)} zcei3n3V16=Z^gwKd*75EI&XVuVc1|C@nH{M6FhRfs)Ds0aKA-o-J8C{@yUi=_;0=zP zjb(O@*7JKxpU>K9%r z?>U{?yYV|Xrt3GB$;nUM32JdAUlu#`AP_V@Vkv3d|09I$+otK3_Y}T>CJ>f@_kUQy zClIXWM_A2QnClN3eV1F(llr_0vI6*=uqKB}C%=l9A+Axh**Tzj#s4kfNxHgs^^&j8 zeT`91KJ`1&yzbq^(&yR7<}STau>f;YvL*>UBnIlbmmhl&2%2B8l>A)RZx1QKdmz0n=%Wu z3nKu&3u8e@(G)M2l|MobgT_fftExc*aG*^ePZS?2B_5iZdMsG;SR=;h%H(tD)6S)P zJl}lg5!id+d5JkamEx@YK~GZ8YwE28?~6g6SBWw{sG&ahyw2R?+G3#5U88B>F_dZG zby`6MS1qe=zG*xLTIX5>8YY2l+%Y(%`P^9hx$%_GH$ijV{kF+hq1}K|<(ZQUDkUB_ zb4;F~B36%3?z2YB6yCo*-i2xbo$rL@?lNd!1W0%pKqRc23rwy;#tnRO%EPl;t0>v zT(`U`fNzS?F3ZG#ddUvE#e^y;;%t_}a-FQj#&UkcFkRQm_ z_yx1|-OR6_ffnfI>BYX>_l`R3*rW5qAQ@C2S%3zCT3~Z3Pg_2>wti+k^i#?CD|d2$ zrt+NE;GtGS%foRd>wC0M?>f+HI62Wpw4Pi0Iro&$u4p@@+%5@leE-?WQ!&K|vbYYs ziwfG$_p^+Tuz02h;KMOsJa zsaqZ0`~#d2!08;eVyma<*3Uz?D(}oG+P&eOM+n zd}uRx1|PJv)%=-NJ!sjs=qDAWLr*i0&F;Zitd_nsOnu&Zoq5OKpTFJuwJ!)Vu?F7S z=yP(%Or`4V%#$B>9&hV*TMHTpMenp<;d=Xr`?&}Md;I({_9fY%5w^YAw_CsZ zE#+wTlB}K!9ejMOtJhSO8WY#XBHjz~Ah?|kZDz;L1huonp#x)}tvTQ^6Un!8&W4KR zJa5s??AhN8TDc4A{!ax}@Sx2}!c&UCtLAF{+yT$Ugd$CPU*ECyy!PWy2FG&0$xm(! z7md))eqJcu@b=Iy`I=*!ifzy3fmi*^JYkpmCiOhC-b)o3sZ@+QBRF23SKe=Akm|mMJ%yxcB&)cXkkPR$zj03w=J|-UceGRm-`6a09HW9k&Lw#x6?1|^> z6+*O@edd0xk!nzW%w;JLxLmx*Y-=hun^ozU9 z*BSFoz4UU9;fg7K+Rq_-0YP;j%$agaOROOK^ZcHdtXp|tSy0bu?~^O0Og@k(Uw?1I zQTVz+Kjt-4lVVOLALF;1dv5;B_#n_qKA8KF77m7M&OHa-#0sv}ikj8W8@>B`e`>^1 z&;T5s6@dMmrpI8rK3LaF8td_M*3audi*Gb>^%T(BFdHw>Dm(S$WukdpOZBT`z4q)o zZeilJy!hCHKr7h#zd$#u{|y&b%s8jN=69?A@?y}Wu|eGVlQSl%-3ae0JRJ4lo`jX0 z#?srM5xBeOc)`02CtD}+)Z2QzOnu&Suz5;cS)KuCVov|n)O~MKd#j7>CEDFUYZ^gz zf!8#i*&KM%^Lgiz&)+>41$r)fC4Q_Suxbvpka{$^=jG{niJP~vKR&P`1+)t<5WWi! z6#YtWs^Cp{hF*~EMBwbt%UPfIAUS4duk)V5xkU>?jHWoTO`QZ=9I63b?Z%J}F55s; z8qnxZZQI==8Geb&yG4`T3$*nRbv{Gb`*~sOEl_6s66^#T#FdQ(ZwDxC+p#8(HDr4)NpF)lb56qKlm=*z+~Y%Hhn}YP?%rw(YH(xQD*MqS3EX#&D?zN8+;PzD zP>=R@CjJ=Ea2d8mdB@-1ybWrmyIDdy?;6kRbJjUs^AcRQ#L}+%JE)nCG6~AEbWX{< z2&?|*f)H(1@O8>s%4-DEV&a4>y(C}SU=1_QOO=yW{%SS+cuxYfM#$>=8PDglmhG7H zXKLY6pAS=@BL($5@CmMGkt^S9`FsXEj0u{M3jp=wz=Jeln>ZR1GF7u%IN9A&L8WC6 zd{-WL$*-YST-aUc04``D7-%5Yko(T;A71g7ti(MyTAUY8N)$25m;zg{18VH0PdjJ4 z;HFZht2tllQRlH$pADZ51Vs@EXkXvI5%B+E@*%`pp`zA-@y%#xx#GxL7>Xscl(ZA52hBXPG@>K zrw~*`VLDW9{$ubcpfYr4!jfXM>yr|H*ZjJ-%;*vO{E6o_Pdvw2-|Quc>OVPio4a~z zejijXM&5lTz0OJD&hz%@g+Xps=Rw^KP>P4G_*nA!%%#db@}Ne;&7I)cyEBP<=1n$C zJ(jyv!hD)Zg0sP;N;9m!t8YJC23iPxZ{tz;Rxj0Wz5Ocx6@52&V8lUX*eZ*cdp4BF zz@wamKhI=bTz$0#-0r#g+E06)m*8Z@3~{-~*MvY_Rg~3o zoZ_6qdh3(-f2R3*)Z=UpP@HT8eNbh>qMlZ>?dn7OxaDrx8PksfjT9%FGXa=un zR!>%Qui(3-U3=5Jt6#AOH0Fui=Q2L;#_MM#A7Q0G;T-$SJ@FFE>48DZ=O3#m*;N z+|yh0dWs-;l^B1pn@xK0#4`TS|EF4N|=-(JjdzO8p6Qh%HhZ@8i9IG>%T%jOfceZF%2yZzbz{|#5{J(qI}L`oERd%{_d6U&g~}jN!t47AvMGTsVE^ ze#b#CPNuzQWabo34XOue{UXLvrOolh=(E5K%cKoKO%DCvu0G@0W&9xMl*NA4M+<_Q z9QY+{yg{1YFclXZ3-uCwk*jjy@0r&x<=wPZIldSfyYqy33B0(t@6hIu4F%rw|4e3? zC)hq!h^Oj6!cvyzxU{lHON+-^OC`RT8NG;m;PZdO_xiFGQxY!JpFSgF7@>J^f&1@Q z(sNqH3sz2S~)Ic=LuPLriS~Bo&kG$%+jo-L8Sqj^~q1Z@GqX~#HQWK zqw&RPGshVz!{pZUzv?^gMa>N;W0NskB_`F%W47u9Oygpa#(SP*80Z%9S0|e6k2z0m}{Ce>kdo!^AlTFe%$n3vM@sP;9Pc| zFs}kwiVf#iZhgY?dWp4D9-IS3X2mq2JC$43mmQej%dEHbiRmfhCkuj_tobEC z)}Dq&ib(lA*LQoE%kR~5zOzaA(ClCE{OMaAP|jNA{^zR2gIVidedM11;GFfrxzlIv z7i^v?bf2IFXfMEi5e74(=y(Cpk9Y*vzyQC0^5f#)^0t^ zvB>zrg22dt=c&)~k2owo1##`-tfhga7c~Cwe)WYvIsOL|n_m!PbFY?B_klHn#w_O2 z?uX?z?Qj1tS$JbbR7S|epVEdmRwzLV5e?V5&pqa*2Rz@oV$c6>2^)9LS9|u%bxpWd z5Pwm)lj+@``fcs|-?Peuc?E#&OjycN8kfd*ZikoVD;xJ$HqBP&U7!AqKhj{OpP$|* zv1ZDGbBk+xH)xygP|O5Ly&!#`G>{O8kSTkhq*a zbALT**vjlIwtrpttNo%kII8C@WhnJ;Ej4$_go%5wO5(- z*hKbj*JA~xB(Xc-+*l6DImy~rwcqXOzq7Mm;O-axjMC?eqPTcFKI(q1>RdCo}~SWVY{>tKZc(&;OVBrddB>Ly+rhTkhMDEpOL6oY9^z zwYMSr^#jkFjO|l}-hdrj4RP#at)(|U+iiLt_u2QqLDe)Nu{=(RHB%Cx#e>k*iyP{H zOTF*ow8)vFaGse>TJ;31KGSfW_kE(xd&ha-8#~(EK;^<2!Ddh)vSs}`cU{qf=UXdT zKfhPv(^5V0x#6G}NCCu;UK5|!s+_N$@VquK?7z5S#L7oyX^D{1At?0mdqc+SX34Da zKNh`pT*^`@XHXxZ={OG(xjVcxKkey%vNPVN{8#%$XgUPxJ+S8CzFBh1OW0zH=PmmX zUXW|G;jRtW1iSXT{UQJV22q+1CoW7)6Pw|haIM4B^xTV{dr_u6KX$6`_#9X8 zoUyqVR5*Z(&g?0V&ei`uG57m}bJd`dqx}HbkD&5s-|7#);~pG&{Y2f%-kDEJbqCm! z@AjO5c=A=z^S|@^roQ^W^76GQTyH8{9$pQRtZEVXwrbB(*T!o<{<7|uZ9lx~Z?pfr zQyU}?cj1~02N)0+WBfhOq`&fB3t@8jzdLLx0`53M@`XP`*GTOWKxy5`(%lx+xjr(!#r5QQL#A=x%r;*mhUTxnJN=-qeMzjn@RcME#;WEGo9W z4X*5--TZEssKX82gWI64%-b5Z{nm=;2e*}Zc8fX`*y=lMX42)_a*R1Yd&Yi&LRmdW zoj=w&e7jzUF(huUXL$>C;;yTicV8{aYpm!u_+hBt^kI*v!;Q5@TQn|6Ij!W^+p%b4 zc!hb(2RU>0yHmlT*#LFp(^FA9i$e4QJ_xp{uQU3>p{Nrs86}dzyKqXAaQK1VA2$RZ z>gGXhV-b#rv@LdB&A$6;ab9D0eZRq*Fv%*73o=e1+u8!+S?_kWO=Z^!ulzB)`Q0f| zhX_5#Q&683@kZ@zTM@J1sWQ)LQHP47p>1iY<=vZ>n%)bVTJZHXN6xDSu}=|!Zx6NX z*3zFp6+c~P{_&IJaM{#_?M!DCTbAn`J?|bM*Hj-IZnEZFyu8g+P<(4ofApOF;CYC3 zH;Q^^&6iiUw{Mu=ZxFCTkmae+g2NfZ{`Y?2c}_g%Vgy;{cOROTmg?Qjv{vzoX~q6HFYQ1$av*yVw+uAqH>o?GuzUa9!hu$uhjKBq^Ewdghyenw_!}td@!k51I z8F=9{v;`Xt*7d&r%3LR&-AiBm2=gK_0m)-!ouMFhAEVn)NAC(@pJ&20i_<3>Cb7hX*syE>7JA1Bw;@t05 zg}QYXgFnk%nt zZQnGv-ymnYQFYvnOKWm60~eUyi=C~tqgsb)_LM)tg7XwPwx{)U&F@!OGyTDHNaM(7 z?=G)TpY0{Co&Nn(;InX^(~0ZaEj4?m=z?!%$H_d1=p z{#xGUm8t=_Gw`*363<_LHgUCo%T{Y1`E%2|5nL8s^EUYM@!c^owMA_S#@8MwI|;m2 zwfH4)sA{V0UPxVb)w}2m$X4rL0*5z;N6xZ$;&`oUQN<^Ks0`s-gh^SoBg_*F0P$;;{HrA0ZJz3g?z%y%KjDVn`&Z69w^eskv4SFGfoY47-D1tUW{dir zA0+byZmHh*C2**0YA)1wTfH}ZwU^j-`t~n@!)2V?;u@a`94h17W_K_4_JKuaiZfnm ztq5mv+RKtC?-a3q(+2SwpvK9LD$hgz*bi4#Cdwy8=qFn31?BUvLM^p>cHjAFx^%zO zhpjx*!@ntZd=;8f%aOSE)Ty|HvU*TY=as7FZ+V{APp8&)JZ!DKnPxAN!Kb)p`hqu) z@0Qx$sg`Y8nVA?kNus5S^Bl<6spf;8Wz6= zth|M5EZns0zBh)5&e_}i?v<*=?|Ol?;WuxBTJX{9ql&+kCM>Ytf201nNYaOg8V>xd zvz$53#W8I;wp&_jO*qRktK_{-7p|`kn^Vi;xHs$IO=tqI$~?EPZ_eI&xw9fk5&B1O zx(m$N3n?Ogz1c5We>C~M^?sRq#w;6SyEgSJJzW&6K@SE#nzx6n-n7-(ZGRJFGjo;AXOyBqB^@*Fl^WUB2#PfQo zMm6IsXO7oPHGUVA=N`MiS=k`;Qso^Z^c@inJ+-fI%HH^0^<0KKHuWp4 z374ET^)5J9WH0t!&ycfA>fK!q$NDwXAA#+&fZKQW=Jko2zwh7VtJwBcXxjcjXra4j zx5=;BXZJgOuqpp3zi+-F$Jd}GwJeEySu&x;{Hvv&zpW;HGxhk*ahU)3Cf9n6=vh-C z`Ed2aW4qQ1U#(pzPY z{T5o6Kqb^G_Wck3h1+}+oHzR`C~bq>dRrCd*6Vs;x2`{U(_Lblci}g|mbXE3_A;zh zyuxm8(UvS9ZLj-MvgwAN>rHooZQcRjpyhS!tWE2cQ{U&u&T!(Xzpbj%BfvXc}|j@LeB*R&zFX(Obj-S{@kB>BF}v3+dG@`(kp`VRd9P2Bp4 zpo-<=yH#T9k6jWjU->uxkz`ZAdN;#wf-GONSd!skBl%m+=-a>J_cV_@cp~Z;p?~xS z_wMK^y7g-nuarnm^W{Bg(zl^49D6)=PN`)+Wp`*p+$o*vMDNX;Ky9pwa$jcu0?vbK z*Z*zbn9h-eE&e;F?A`xhh7-^0(6Sf&tf1&WHSL-})~kc|Q-5i*T(aIF^ zjT_X+`Y7DH&nYkGVR{av!8GmBE9rw*q4_>9bKSnqn7#iOrf?a)nfBp--BNGEue}McAelaA`=qp2!6~o)wjL8ny0Dg`Nm~yVeLwy_ z6t;hyXj)%)cja;;SSu!6$Oi7vXD@@FycDkZ#nC*!QHjGZ2GWQDH@14SD_avT|9Bp3 zHx=C4n!f0ze#bWN3tv*7J?P1vzU*c2l9zvv9~4Qdcomd(jr)R(Q^l(wlUkOijOrdO zhfn>x^?4;vees3Zog$v~^I1Hh(SB;F=Pwb@s{b1eTP3D>PyBLdS{iHAl)Gy`PP-)~ z{;BK0=SMvIbh(^w%amN#J9<(5;6-TAlx6nWx%S=rKif~S?X8wGxFq$D?ONQwU|(B$ z?vcZW(wy8%SCvM$fu^tqf z*mS-4YikhP@$mSfq!-E@`}MWjKm|;F)&oi1ct!J)ibp{#wLvVkEQ#A$9HAkyYbob1 z5zb#MO?HPiM0YI!C+Fy{1^o;59lF2vaN^gvQ?O=h(u>InFCdW~v(vnjMftuvo4oSuehKGMx@pVRXk!F`&(}wz(rbUnhz42+5sq6hVE@_e4 zmV-03n;cv@5RE6{d#eQ-&o+1;<^+ZR<#ilQWm}sTLo^n?y(CjBZCO>Xd{`vuhThSO z?gDdmwdm@ens%+ioA*xSU(qJtwsclakWNs{#S7$4fAHcoXw+8kZ2iUU6BmE?Z=C1E zb9<@JQt@q|4wXno@BR4xK06sPn~e9cq~d;`t8X8q|2NgU_)G4S7tsY@1lyhlUE3!J z%I7hl7`H1Be7ND4oXB2K!@T@ykVvhz#xH0^rssQc`@}{0ju+h}rg;Z`VKQkKnC4v{ z_(ia!F8)aW(Ts?jtN*~FT;wn7#UjqGeV}32r6wM%kQ8RQW4n$_*!9CDj+5mZ^l#8$NKWzxhAp-Xn0sy=|W;EVaK4 zTQ2!a&*+P;#4nEKJXe7Tq~fEVwf`)4`_*6bp=Ih6?WP4Wa}^MY(DA-&(>`WLaG83+ zU0}`*NHZm917FOM-hZdwtc3STSTE*rR)K^1?xim^;xDuJI~)>8`Vg}K+>x-<+Dk9S=LbFMbwmQP)f5 z+PeYNISl^Eny}w#L!)Zsyi*s<*za!j{`h$=tOXyl+r<99Yu!F(d-=p0>oyr6nho#Q zAJY8taD!BR?l)*}t!qB0vj*xQHrE@kiaVYFHkw^#1snX-iu` zR+Dk~fnLeH^8(O7MRMuuX<(O@FLx^({}@QetEhMX-5l`=1rfY{q9Tx9W!L=oEU@11sii-E>V5kB zZ`yRtBO78;6aNJu@>uuh+(U_5Md$4lvA?fb2TB!9^P!pg>7_q4;y-`#{iy*}Z}!mY z&0gNIlE)<6WQ|Szg6BajwaYnvaU3e*Y=UOYY1-LMcJ55OLD3$d$5_=O5ObazJkGI{ z>$!#dore8U-1&vY7ksxXaqODP3UlJFr9Xel{H*-H(6Cja3>1VW?E)ZLuw>qj2f>Ci zVR8o+avi=8u7NMa3+PT)cyYS^%t6U;J>Lt@Judv#e*h|tMI7ZFL8U0D0X8LT&sX(F zZvVOAz1SZ=bznX8>$+#pKRM|hRv>OppESAlXz(>!RLfwE8Emr^!c`NSK#slRGi61R)kf;5>f z-ar4j_7k@H(hsm~US`K#2K8F0_vX)*o37Wr?A1J?^O^f1%p zKd|&a_k7b_h-LMKPcOZx>3g$hzj7j%p-th`Qp8{YpZ&|4qyPDKxV3zEzrhkz!p%9~ zGzX$@MNy_m+ZR&h%8o_Ir-Y5%Go5(+V@@%FS|i{woR7b=3;#|mh^XhR-z)~rZFAqVT0_h4Q%i6DwA=K#?%)E= zBM){bu{@mVz47xQNV`J)&r5Zguy*5};IT#R=}FJ^JEnPW06SBAdfM~fC*rYa4X1-8Z#`SEyG*lcpZJ%WdPsvZd-}5Hzdg?Xmd{=; zaJWqK^7B^cFv;WZ*V&e@%ZNC6KC@a2l6Q`t|BjNq<$qSz_kRRcYDdqz3&dU2t^>75 zx}I^m#TfVpRDeeom;U$}_W>3t(X-~iSGK?3Jip)IP5rb-pz)feKPnlcoHbap_qpDA zF zi!_B_wCbMa+M=;L`myd-%^%w&Z10sF(fo1V(m3OQ?7V2>*k+<&U zIark-@>c`7{R;9SsQp@}r&Zq-*YHf>5V#e;NHy&^d!~ziPG;}+5dIf0lsCN8%9*b8(%tnEXpCY4EFxlOEsaGDp@KP8gB88>wW!y!F!Lv-P=iZA}a9ik=o1S9+!S|-_$(v zp(}3U7bX+!-O-?)$D9ujB_D3s)gm6-wM1Uj6EtY+cnR8pE6SWy*Q2sm+$Ol=;Y{y| zUj$py^;|E3`ox+uN`woQ?Y_E03nPnPfdx<()~|~OhrfN(;(i00Le0&H4779Yg<{vk zO;ZzL&8WaHi(v`HXJ?VB<}Z1k(@#ZfJAMjJX9Cwh@p`OL&M*E5z3`9uxS^_|4;=i3 zJDpBUe=YBF3OZK%bdtzlezy9X|BTAG4D0KkaVhFdH|UN7&j|eaC*-rMv;C^+zvHf; zLh0QpRf%8q0=nThFMtO8!u3vG_@5A=m;b_<=d|jXMf{37(-U5ZX7DcD#x5+#zxrFY zr|ne81VqA%|BhQ?Ql0fd%OQ5EIR9@>+_`5Vzu}(vp-ng5g?#n%9c1`dulJ3~P=a&PsHe4(Z(rvFQG_@0hk)=LPGt2R+);RbJE^=u8*?qS*FShy^^h z_*96cmgDP>7hftOewf%yF7K7AKXbl|Ls4h?hEu(pmb%`&B$dDNq``Bwy7rs)-9K0I zvDQ|7Z!|SdOH8+B$Z4O@0z98k4%g`M{j~V1G|ej zyZ*_$oDL290$TAh)jQ~my~MQB+P?%22Txz{0yHkGGrfMn3+EO2iEBSpL@=*$h56qV z?0;>L|C3LLW_RuDOPd+K;Ds`e-Y%9Gf=(ZHYJeIUic=mG2F5FzFM2KnYSGWma}_9A zEe7i+y`Gl#;`NDy>j^KEd3J|}AzJ1Fuc9J4Rpi35{x0E2t%nqn65!0q1I?V0zpRYD zm`Z>%XIoqYY&PXESM10A&X4nVhW(Q@1C8nke%T7|TWvRSjCXI^$L1)XSYQbn20SD@ zUFijD2Jb?%f)x)pWJTnMgL+82i!__|iLt=5X1&^r*B%#sPiJ38k@j(ZbwmO)4o2IT3*oDMNHR%euX{tPl8w=ZSy~%wt0Oeye(R{58m*7 zJ?+`^*C)>ZzVEh7;IOye(evCF*1X9JTwq#PZ+qvgJiqq#ijzxU{EPy1@ScJurNA@E zpx)nWkMq|-eJcN$LoB}p4he@>dPAlLgMat$UN4Zdt6prsu2$W?us<~{iM!$5Bhcia z)u+#ks?wA8ru(m!}KKDkApr+;z}WeA?=Ze`#u_*-KI!>0W}uD zU7aiD8A^u|c^!9(*yk_YU8GqD9;&j34pr6d3*7Ss)KW|Al?KfeoL>6lC&#O1?{x(c zd+Q7CK{J77(>_5&e5<{f?Q!9^`#m2}ro6U;vtIE}h)#ZH;I=KtqO-F8?2>5oWq*A^ z8#*j=!Mtf9q=jDi_7YF6uw>5uZKuKGITt_!9u=>GcxqX`a@vMltg&nE7J#;V7lIm4 z2Vo7Uh51U(@9VG4b>eZE&S2}raavWUXfdb_JEdyRZ}obn*$4e+)o4L1biHT}uY=!S z5~&r|tg6?40U9zC3R@HoFXui#=Cc=nJoQE5w9U{l7MWUQ3;2-E*^A~A59b{K4e6}b zIV*n(F=Qw*XV)UjFN^1A|A#f&>X+oh#~N=f_57ta=?kyNFOI|fZlKBrmdY-MhMTOp zW`FQ4V%&)XdECkO$&0^d7X)`aTTj1StXX66%MDgnZHw_N z{-Rl5^o7^r7e{ju=LO}K18yAPez9tdi0Koy{nM_1XIt}ji8@|bs{-@ib=|WUm!G(( z4jSjW8zi$A(ovPE{qe7=KJ8yuJF9&QtlD_=0@Rl%0FS_GPk;6z_{j@li(jBBzZler z0?nM(M>((X{xG4rBI2a}_s_5<@M3@XINsAsGPPYYd;c%9Yn6yO?=CQJ=M>K`;J(Y_ z@8W-UN${<9KCcSR3$F87T;W|F&0iv#zgW8L4t+QS8jYIe%yD|D#xD-8YYY3^r~Ylu zg7oL=r+Np1o3a|vrfl#R&7d!wBB1f}DW2e*02-Hj_***B_ew>?&g0xwM=z)!z2Gh| z%^SIa=s$6xf5HpU__@y_@Q`Rs*FygL_d8bKX*qoA$KyrNbb>x=yQAL68d1)|)(wRI zZvD33X~W7t=hyhBLMDbKeyK=66WDdVvlo_MNB|8H=YX5&e2O-unr(J>V#8UDl%h85 zdv)PryTTRk!Y_g?Uxj3#MeXYAPhYTytvhi+-2gm5nRXFeh}8#f+tLYP!|KH8oUwJj#eP?Fdx>u`BLTdSs zc9&m!a^03Q*}U)hzkAONc59jChvxXOAG|(W=Cu1IcHi{bN#{Lw-P+R5`exsqbqyE{#R{6#IY~#M~wA&v&Cw|MUn8RILcOPFpVjhr=^` z`_s?;RsAl1 zZhds<&X-v)I*zVh_x6>^ocPGqR~}rlVgK;fa$cQH{3YJlb@$(im#b#p_e!!q_pST!JGu4eo97mpE?X!4c}BKI$Kmsv zGmU$mcbt1=ny($PtLaNV>&v(HrXow0r%(9z&%o|QcKWYdt;<&X?v|>r*t(nVS=WY* zx#3me6XuC6`M*ZtZ#wHsdu@;ZtDAW8StWfO9n@#ba65rhNPUu{$F5z0{X3Xu-YtD! zA6t6~qOnmd<;NO@!|AM&cG@RCtZwSbXO;AIbl?PQZ1??WHFXKMZ}{wa?F{=*?_qwf zD*2_Er)Kx1-E}=%Zul~1Q{&{`;I#6B-8+2t zH_^K5TkChfE95jV+xFHgpDQUyqeHfGqXM74=#hs@n<`>-PR!o*_SN^MAK5!kK8p~T zWS7IGE-+2cBsTZgFY%_P8I7S9izoDgtZfo#|98E2Pt1g0o13o87hUo%)bUSf>2h0tpIKZ53Rd^GJ?>v$ANMt@Ki(A3e=5%U@^w(K-YTu=Z@gP7^+Bkm z>PjCNy)*8=Rr@S(_j#LD$B#Dcsl0Md!qfhG>LyFEma33x=gf{a1@vdR+pfBP({iqZC{6JB|#>5aw=F~HUhF0_~MUn zFJFK8*?{Xi-`&#Mo^IQ=yKYbCm7FQ{DQpvGt@Jn>vSbr1eQtNOU*o}Rm$(8Xnx+-> z_C)tzkNIDfYp?ZxSzWiM@=8v=Jwtz1QN^yxWyL|p6Q>&2z6F(rcN?URyxS%F(3?m4 zcG=SMzYCO1cY7}2)Oz?Nja#)KPt@Kls{F=#zAv){&bsOT;;fi__M?kKeXB**?$m+t0=SCubWDR?$7?d6PHtMZRs|GDb)*$W37%h|SC{aL276)?RAN53jl|u*&7_f&U>p{r(2b74P>g zp11YSVat8C@!x;iG}T@$TQB}g|JLr~=d+J}zFlEjQd|4azOL;F>ywsS ze6KF8-}UmgmFk|xgAa4p)$P-q!)_G5HD0pnd&SiyWhb2N_HQn~TY2H5Ow!LfoAs9G z`1)S{QTqJv{3EVUYOb3vcE`#2nH_Hm&^&eN=CTL@Emz-L?E6pOicR103|!cows>8% zskt`c;pR3Td9#!sq0aZ#WSG?%HjAFU(v|i|PyWl+dT8W5|IWMTk;(47!mkYAEF|T$ zHlr-;i;dFX*Uj}M+x6pkH&$HTo7XORzWd3mKQ4#POSoTuT$wxh_?5ZSmEP`@*5Ke# z3r+ue>+>s({rUIAmeg-vw0Gm8f2;4N6z>RnyHYfD{oKr57fQCi{5kJn<<0G_^9^$z z+@5;xOa0>Iep}Yty=p(q{r5x3N_h*3mGb$1Tg?5ou&dt+R=*`&{Br?VtM2-DTXPMn zF9@7{5&ozioIb7#Xu1CWwYlwzyy=pE8x##BRx0KPZ85L9cz?6`O&MvYD^HvEl`UHj zj_lPRwXVLC+LvJW^2Ro8UhNO|v;LJT|9@Ote`-7XgVSqH|J}5uo&DXub>H&yHk(ho zaQ}nhO&NY;!wLMqZq3|Rw(w=vWxa}9d+(M$e*Jq1sLFn45WGFpT~78{h{c(eB{L?M z&A2a;nlG|+{wFh##<{OfUb?xgV#dlvC5w;EzxZ~Y@x2QtK!xGm#ARKV`fRMu4H=k&GD^h-{8>9c*$g_6?6e9si> zZ^mx_xA+CP{JopF?9e$-*d#wR=wEu+#;d)u;&NW|$6(ux?TtTH{?GWeL37ULNN_UB zzUo*%gV*4PbmP1dP(qSPo%XMk`Tt}65Bt3jykoRE!?(lsO#ZhVgKua4SNobBKkSn( z!gr+MEI8|%gs!;HYrs=5^DJBazSx&{6PLZq`B25pXUty4@WH_P!8eQjmKzRQ80=TO zolV&wg|W=0A36W?tpOm#^IBemMEC?E2jK!G9sC&LNoJY|B#SvyHM0 zHW$`bEV%D;Bf)3J|D^?+Ea&Z7$tk^pGa1q{t>|cGY-6mumjtTw-&q6;o0TkmdoA-B zVO~BHQ0O@P)~qdO|K;1x>(>6W`|`r<@JnuQdr6Tly@M@7Pv#L!|!yf|UZvFS9P^eJGc#*%`b2 zh3!pHFTwgkNC&U;ONZhFb_V`03UV*ZRn2Zxr#N=h%fa~Zd9xcMqJ{w<7A z_4dCT%qT-pW8<;U+8Lg| z6OK)|Tl!x7RyDY>TE1YVn6!7)8U|2Qifz5|W7$zR?HLZ;y&>Hj!PS1nf|X*M7q_YN z*X)cf-?7gQR6Uv(v%9Z4`sPIa|C06X%SuXZm#lhawdeQQhrX}kUoSANz5ncUed4DD zhl|5|Ypvq1@FiPcVGcPYz0G8v__E|xujd!u6@B8nyw`2{&-#}qpG62%9e(36d>m51h^$uT{z$^AV-v zy07t{_upAJx!&$As9AGq_q%|N=3M@2(9xsX3-f&Jr2d;X{g-|jV=>Jx!|JxkZ->A0 zJ?nqJ2uUit``G9vxW@Y0_-lV)#f*xX;1Rsnhi7xk^m2c(Pw_W9-t4#hSnn0qP1p6n z%`f3UJ;@zvk3~GT{RWkdR$Chv2baFRP_|w=XO)_HLiB#d^E+Q%di^sdQ$}mY?bPpo zvIUzyGimYH-tOD*=KjNvQ$D>;RJm$V&-YyX~|JC*4>;M1#d;eCq_w3(o z7rrD0|2K4owuOA}{+QgM8mGN+XV-}B$8&Dck2|6!{#vVa zOzzj#W9qY$U1xmWq8Zj==|5|oneG0QNzV5gFY2%Uyabf}*D3f^?rNOQ{pf4zN`KE&l7))xF#D5}$2Xoy9VJRmu0;Q}2bg zoD4GmV!z(K`C;_}b>ow>6v?p}WPvAzH5+|^gERjy$BKfT~V zLL7g*{CT!(_Wk?zWqVX*dl>P4+;rtx1y|yxE6Z*OsCj4Zy0t~};XGSzp1S(ZN$RrT zWSX$)3hy6(({Im9gQQk}w5iK|um5GA?f)v{pQU^+f6w3jbfLn#Z+CXRzCE35b-mo; zKGu)rpUuABoRGI>*S5<2Yww9Jsnzz#=6aO7^6W>ELphqhkY=-Qv9!pMbCF-nci4ie z{=L~8mzU-}sbBTVly&v#zd!45UJUbnJKg)|H~kZD`!(MF3fW%zSiI+M;_tgZWB=K> z_I>gUCEN)Yn1P{%f76;I`PjnL2cQ+T3apWx!(x!oL!&fK0|Bi%dE?v zZ68-2@tfM>?guVZt_v>nx_e@3-;?uJlkDGk{0nvewY~4lGUa<~ZpoZiKC|YQh`!qm z9dB^=&gRE0rsn-D72sxUxZtzUy9cIreVHG+~=B`^NTMHh~k&XyWbe|Eu_tNe@gY6(cruT<3T=$o<&;k|lMU zS8uJIW^&`|tXrYe>~gqd6T#Ke!OQBp20!XwfTP@8bmhwE`n9Y1wI9U=tm?R5w^FGu zT>Dd6c(%2<@S7~(w_4uvW=FdMcAvU*b(!YDGl}K~HEd?GKg*Vu%Py?C+V{u*v$5s! zm$&L(>{`aU_tnRJ=Q3Bk3Rx=HwzqoMyY{p{kt=?$Nm}RrqW$pecP(*oTP54RFYnz| zx98;5TPH&GpR3J2Y%Vpe-Y$o0y3!kPzjfP(#RsR~E`2-wV-+M0_+N!(n{WQI^?Tx) z+n+Cg_~V_wP(JVIAv<1Qsi5Hf3Hc>uH>$is=fAF!`2E@D(e3gIo4Lz3Tt9R+xo+=* zeKS|yx$ZgB;!E@1QuZy`zFW1uuTRFC;j|#UhUm>FY7^--D|$D>(*~E zDD+4G@3H=MA*OK~t;O@Lm_$OHA~?sCE|~Ons@Us* z6tJdO3TKV~9=x|--$`~wz}l4osjw=U+j~#Mg66NYUfjO5?#nv9E6cAv&0GfAh7r!5 zSwHI~|FO)3SosFqbZeghknom~FR9o4y8vGtFz}(&eR2#S?vZ;cPgCym1lhBMm|@_UK+mUF!pTmgPqr| zbY9EZrssYu;3Jwd`M&F)#?`osg#qg*#&J)3<|LVglt{!~hU*CQv zrFaeV?yYm-jrqebU*=u!-T(13xY-yhzv5rb(xY}FGeL7qH|$KNUTHtJ!Y|)RZFckW zj1{k-&CRWuc?qjF-Y$KfE^7n!)JtdQ*yr`yx?dNb0dFAu`ta|9-Ru^J9hZNaw3L7L zp>!t5@X3!9R_>l3t&?~`13k%pcbCfkm~U0O(|@J+*$E%b@8=(QeSOaUkfmnx-=FHQ z{$4S?Nbd86E6M9Fy_nxoS+Qs3?1wS|pRKg{9^dwwxK2L*(7d;DRW)*N3Nvm`x%E+1 zWua1C?x|lj2X{`sv;FOZ=TBwj*00{U{@6y}t25&GefFkA($)q~Vs)907 zFh}VWo!H!4Un(Lq?@x=@c;d;vFZN}9tn-RRTbTa`&p*D?^Q*xe+m)ODJ3hYsIP_fU z-RG++Z5vB661MW5Uv4t*|K;oJ+f7SP>Yu7OkZ~^XOQ`v>>)G%AmVGue-C}rY6JzGh zfXtf$TYoG7S0uC6nZ1pQ_2UIw<1@vcLx_ zm9|px=jOI2@un`H7xaEy@bBV|`pIWMDov{jm~0jx_sTJH*RH=|y7!bazt4SOIjQ8u z?Wy;+w$HlYX0Q;tfJI;yXKoMY*Z+Bw&wk8tN^dv2(y|GhH8Y;gmyLKTul#?BGH8&E zKcv;HiAxu9xI^uQkc{Mz73Ch2&wgZa49##3)qu1ua@#l8x4vDc{r~hWh%fB|L~n6u zZGoi6Z;E?;-})RY|F!bU0vbb%r z<#9?^YNNldeD`r%#`))0c+XDwwbA!^{pZU}W#_NIy)f^8^}Kz-UcK=GZ$4Cbm44mj zZMMBWblv-~2{!D%!UP_>3GcY*a#sUVPO&b`yRzhYIp2?aS>?R_k&xE)bpb8+$=@d? zzxw=R*0P(W9~4&Q_b;yzTP%70^ubp(jqfk>Rm`1jw*23l_`K@>CYzbrg7>~VVZYut zelyek=L$QU_ME(!@+5=Fa@GnN-;h4gh*N!B#;#i?+b!-NdbjKIrC*Q??YKh5w=OMx zp~8cpO2>p%YWg0ZS2yihc`-$1(f_qYn=I!!-Vm;ak2#+|&GqA2R{7jN`=M#2DZm^y zGWu`bPbbGq>$w*Be)Tyv>(~7**xvx)N0>!~>seEHYhi~&2LVD+~ z97K_{S?!5DpRy*M>GjMNUsGN-FWc<!M*nTq!L^Am(_2=Oc24)+XDSV&;uPNYiCVQOT zi4T#EZT#Fue^x2vmmgGrZ1?xe&6Ce6VjbT%r9-;&TQmJCsu$fYef?g$4pMyzys`sj zcuD*06F(B2kKH#}a`joywqpy`3RdWruF$EyP_j+4eoFh&)xO3vj_GfI{bv6TdvM9D z>F=$YrF}*cmVZ`kwUbDFb@m{rx(QvTdvTtzFKA$!cizmz#s@_$;DXsIAo-V9cd3RE zcnf7|#uh6H$6HMbxt$(=`j_#~PLf@rkoq#~a>m2R-`m_`T8}gEere>oG_9WNQh3xG zXpQr_xy-scyC#F%Zi{N%C;Qn+@+$QsqkZbww%E)Hk$>)&_uFS~ znBLpG?oKfCLKrD~srZg|O7M zr{4ElPVb2?o5j>-KXzPhzIOBVb0)DbriFjMwT)9xsOOc;A7z*M;C8rd=_;eQ7yg_0 zn)BIT{=6zt;?JVc`*Qik;m`klJ?(mXTW@@PP5avKce4+EUX}ODuDs5$oq3zxzHPDm zzSEEW%C+?mpJ4v_rd0il{h%3wrhwPr5vuyI1=lY3?K+mfr0n{JKhVBgUBK&`R{A&l zN+-8p*^_5frTc}4bz{x_CG($e*_&r{>gNA18xB7^zA!89bl%sM2Y<4*A3ra*_n+xG zqpQ!&FFo6)n15}v>9x!2Pa1muT_WCq@q=Y%sl@L6CpW<%V}-;>-s$@wQ~KR zcYWI`R+^d}Q#_Io@m(1+OVadgO%5&p2 zg3IH<-g*7<{i<0xed4pORDp^UNNG}`zxr-z`|GRViHqw3t88zBMnLDAvRvbO%KNcd zQ2Ns{+vvr%e`ThhtOsQp+eoX+y80%uxwE8WJWsyc^;Q0vKe#NAa@v}1U3YE5$IWdA zycX_JtTTvmw(_kmbF2P!bdUP%!_WD_g(cV1#Fww!c(?b}?Tk(Tzy23^tmatuhA;2^ zqki2Bg6wYpwIK8Sxs3CCThiVCJg7GTr~Yq^^;!OtpD~KB-M+g`ogdOev79+W+EN%%iIKh9bfBXcHA!DJt)?0u)nf>yP~;u$D4Hz6-^;dJ;$%|_xEHmu*Two zV_zLV&zt*k-oHcjn=HRIR{4VlFYE%|XS(xdtJm+0Jv?U%q;9N#&Tixla_5`o2e#nt zHz50tRsY(ps6PAf(RBAW51W@6-~9v{;J4f%fAQTe?q3dj)7|%~d;kBpsVJtm2rZHuxRB*!sAa@-f2TQ}G@zdolg`WYOY>-euUlpS)K2d#+tZ}GmF`*H3+ z_7f+c-C%!Z4UfU*snT!PG0!~;9&G)pB06tw!T&1waKhm?J%_)zM&Hm7;=&RREpPWrBJC<1Xz`**^uYZfd zb-+f&D~YpA4m*eMzq4-h|9c;oB;T%I_hp^pmBcbXufACGlCL*RpBuRES9xas;PC5h zn^vto7k;pI>h9&Q*Hzh0-MaSnw%6|e+lwmxe4YGg=f!=N|DXRU*t>hT&i=a(=kRyU7+BfUAN)Odg-69x4*rfJiUGX{o4=4zSQUU zU;kS$FYVap2XocuO4YlUR(KsQDBAh%-2WD92L68Y(A!_0Yp#`QyFO_`dHIg#+h2F( z>{%+_F!}65mP6nf+$6^p+f6b{m^SV{_wV~daH=xDE~@kQwcEetwWW)t&iT(+cXsN3 z*YCF*}s=W zPuyO8XY<6Sf0fab&wi9~njbf1<*5|#V7^IJ)x^7{z1<4nN#=6Cg~1kYPn<9Iun#M} zZT|eL>;1F{)x!^8mTDiY+$MSM{pIIhS#5sYez<=1gne?y?(}Mw_tppeV62ggn{HWK ze|cG*%zgPeFSS0EO|Leacj0}~Cd+xQEAE~-5^(OzR_@xjui~QnEzVvS@a?{Ab@SbJ z?Y*x#=3dKek9)^qvu|#>O6?87{fAcEn7G~4VYA`9f0K(gS(dd(f%DsC4%2yRXO-6} z=akPaRI>m#>_rzIyWF=YX5zQaU0dYCj_B7LYK1+?jmt0-GHGTx8`8At3uvM+LQu=m zcUGd+>*=>kkIi-m&-bn7m@Ag$9=Fcpd!*|we(gusB}BD9nHif%>(4saon~b`Whp@)&dnU!I->dOA+`jgKh1Xp<( z&y_j_Zq)?$ma9l5eEEL~QbtQT`L2|$*r`~Tm9bFqZ#(bH`s)+S*U#z=Kl>omc&_xU zmEo!2=00THsF{CO`JzVCGDwA0+TzEz)mgv%h(Dih3CmHf_a{E=?%Ol-YR;Ke<~)a#?N=Bc}7;?3_~;4Q7awtiJm?e~!9|IV)c zc5Lmhr>ttT4@WLpo;P(VtPqRnJNa(cQO&p<(BQU7eaq7NyC=GN3oBMC^68r$`IzN= z?@3nvlU4Oc&ZHDuv~K{%#|;6k@M`Vw!k+=VU-xkD*a(^szb;T^yhpZjr{dRi-j((_ z9)DN2?b&(t-j1tsce4ENX8AAggjY!Ed;VU1XI1?ZQZcMkyt4LN+%z$%OEuRf)IU4i zX0ku)#O$cIy-{D6zXmnplnoXtmORq94Jvedtt#HM-u>EOE(K2P*9Ee|s@HpQ^LoxV zRjIu(;mhi_J)KwYb%g%6K9*AaXUf9u7dFF3#x;LTDcpYHuncTQ?`YP0-^_)IZ_{}* z?Q=YSuWs8@dA0stMd<&InJ1rB@GXp+3U0Q%$PWL0OKM+pZRDcNzq~*FcYy|2wVWWj zmF}jCzO-B8@qKmIp31BDBu>fg$@1R|9jRFl8mU?7xIU}l;`#n6$Z(Xvs?fIw{$JVY zm+a>oYZ`05?E-&#=<4gAZB}nw`&&${{{K6N`O zOxph_+oSQUwbgI7o=W+4dd=Gn8`I7te=7U%A);FDU!lyb-H-n-^R8a({a5`;O0mtq zkm=uCDk0@b)@6~kztcNDi*);6*>t)C2Rf z%M9&Pr9LdPW?yXm_x`1n;vcgN1MZ%L&L?fF`Nw?Nb%|mS@8vi1`x@9T+^k>1EIO|_ ze3CiuiluB)$yhr(BRCa$_>U;FJPM+U>* z_q7Y0ia(tCxQwy)N`qUr!{ z8rH2-n72+*YnA3@d)W3J+Ad;!+xGpSg=hSMlh1Cj?qbvM1`jD^{z|A%J7@z%@Yd#A?2pCR3%Z$0yO|9eKvN~lxbJ?-y1eXtbH3<%m*2mVIC~}PGn7}v z%B+Z$X<5D%y7R$pkLJ;X8m{$Bb94IUbA@QaixKwz{abdoUEK^R)nioy7Fz6(oDpi> z_k8=@>;6HuHP3&3tC+m%^MCE7|Ni{?9d%WB)q}Kmj#>Q5Pnmr7;U4f1!=}ciphY~(xax}y910#D0CgXI?IV6& z=iPIo|6;cLJ^uFTzaAEBmCv6qz4+tAf6vaId{)3@sQIn=m&Z2HLKWY|&u4*Vb-7-8 zLRZ!FZc)}3KN5Y?$??^BuAu*`6!Lc!ZSnue7;70+A8Q#D3r(I`m*;$(7P9*_U--my z&@AaXg^;kmv+1lKFKr5#@N9FF$$qVlZ3~{iNV9M%f1&#xH05nyv*Ja{%dE?6@05OT zI`H7SVhyC!kbKWM|6`vE z9*{0CT~KV`elQQ(IkUf;+eE$2aoW9Zp#(M5q=HL<`)A&cbd0k|}fvX2@g2rD~ zGtbSpl%8EJJ}-=!4)iL3WIt6u#UI&augtoio#r*Lsd-T%tr=yPq|YYR_+M@O$Du2_=J`!^xK z^uxT%&-U?|eJx!8>-cXF+i|<}^?7-4Pvo)P1yFzDMKf%$_}Z@zdi&V)In-zW?&qHU z>;7T*$jxrCE%j4xmwrn614$|JGp_&f?5>6O;cF+%GyT%M_v^uIpV`UsGmb5JnG^hm z`SJ|2v&=rbOLw39u!aHLN&9uc3EJoKOJV0p`8R9%@A=-6InRH__fp9= z&2No6J!iAUo8MixIiB?uOxql=BTqwhodoNO^SdSU`@jV}2p7gYVu#W_;^&S?$vz7p(iU zip`(hL4L-(B`@#K-*TgU(>xK-Ik^0j=KVQ%@7IH`OU`~|IrwFX??!$f|4SuXGdCPq z$Lh9!%NLkCZNcum26pGQh1b5MmHyGktlbLIgbHAvw$7|~U)+t@^oaT{&yX)A+XF4)-X^(Cn;CBZEn8ad zKG(~``iuS98(((H-_DaczU$ky|F<7&e)T<-JAd`MS62ULUwrp*m((x4`SRVFFJ3(n zpJQorZ{M`lS+72R-L$K=T3~8+hnh~dvd-&zsZ-9a;PLTK0f{F;i*6hna~mEoLk5*z z1;j^k@7n~;*@}B*i}t}7q;6BFG(KfP;L_UvtP@tcePO8wYd#$PvpMkS zLq+Ml=(zp`*|V=Ne(~w{UdeTevktE5J-Fsz!nG?2&`yC|mVxiB>yDLC(Q-fBPJueO zv6U+hu3>GCgpM#=*ehGISo81K>nX)HFG7Mr%N*rOR%!a)3O~5KkWeL zr&m-geSUk@yGySvcmAzBIC=K3b&9htuj#$~<^PGvXE)lsnN|c}Cw2X^(n6cG>l?D( zLB_N{1+0wZ4uY1BUmYjU+B$L8zx73+VF@qaZ}sryRX^1i)$WW{-+$*cSl@qrum9=6 zZ<-&NoIV3u1s@}CvOH3Hd1UkDHJw}koL~0iq0?M7$gt9fmOc9B1~VrAgpR#m$-LHd zSqC=uJ|``AP8zS@=4F1H)t-HXuKt*9#{BPDVtZ_AeZ>3|LUo;u+IzKGw$9p`U<$D< zM{(Bw-OYc#-oM{(wc>Q!DsM;=tj`LxZg@x5+S{gUjzJcJJzHQN5_@an|CQ(TXX>Ay zRxkJVYUSK-Z-3s|6Q+E6XWp;8HM4G&AI#sE8!vo#)s%Dkd)J4C*XYaC*LAO5z3Od! z{l3Xz`TI+DcV&Dwkbdm&*H}+&c5?L!W^hB7zjQ&_>F3k^*7O%HV2JE`J90^gF2qQ-5_24(%R~#48L`?oK-D&HD$@xOz}T9dF6AXek@4<)urzi1lMM| z|9k%D_W9&G%l9Autp2qBOilHl`mYf!TH$wp%KIAsSh~EtzueOFx%uU)H@`QY-*>zH zc)icHojudUL@BlzL z@4|JL`}W+K@FmjuQaUeZ%<@YDXG_hFmHu+?^f5dBX@>Q#g*I18H|grvo5bFo_WKR% z|LLkh*MH2fo!8g!Yr;{3|LMVN`V*`nkrAW3<>#zk!G-_KPoI4DqtV$_!#jO;lJW|U ztO1d`2}R-I&yV}PYrkgi zlKuV1&ugo-zJGoF@%Zz0(LV{#KCa8Z^?7y7{m@$DC)U63e#!r9;C1#ejzghY$*nYJ zQFX+6SW_L}f2p0%v^#CZuZ6Fy{vZ7I_T#Fxt9Gq!fAw|6 z3A^9Nh2GA~pH*gIuUDKmdzF0Qx#jo&6x6xb+g>%9`+wr`e|dc2RmF=>?zqU3XCmnS zbH4A#Jq~vv9qDCvJLEOXuIrv-g|sb|uJqoTI9Ivs`~85%em&>p4qW^ z4tSw!CRdp8M&{NZt+8|4mSwFfdB>=_^!e>#o4*zNmPqf4 z*}i>xbN)0VN$;1}dFJNy@h0+rUkJ6R_?v&o|4k0O;;;PK9b8w`FYyTpTIOi&tijLM z-g|ehqFrUdj|ulwQjCNy-M2TrDbsI1b%G9L?QrJhN9!fnI`jlqH2Yj}RC}dxd4+7< z)0Gc5Y}|eL|Hw@Ybvb{$p4?#b!1xC zk!?bJH@6>uFrohMex@I5TXU^!p51=Z_y2bIziSq*_RljmS<2PF5{U%&5wk8YJAP7+ ztwFSAzS;4^{!^2@rzS;D|G#d(ZD{D@*Mhp~lUFax{PpH~#m&Fmk9Nt(y)L%rd3&KW zw(jqTg6IzO<{MJYFWl{J%5XcTheP_cpsho@nAjv9I@U{>9d`<7yb;uR!|YJ}hwaC` z!n^8LFV%KE-yPod_V$`n*KQmXdz0X;bF1E@_J+u8$F~aJ;j_(@<1}||Z(Yu%#U2eo z=KUYvOY9Vui5cr?{tf8A;ORe?zAt$8vE|tKJ_8n z2)wND__QdeX?2%NmcJ~VzAO3nGKT2I4AB7%x^s`+2x2_}-_Q}dqpbOE>0|K=kW!^s z-OT&{r7yFWS^M_yz9M_ayng?6sr}D&kEayd?6~qCzN&McxK+i^y!_S2mezm=KYyQI z+SI@FzRBIpsyj>HJ=nK$=d~3(#jeD7i(CVT%lT6wXE&B?&0H05Pb%R^ssp%V_WSVC zv_80|8~ZZ1U&}DBziN3?=GnikN8)UAx{gn)&oZC3&dm42n>YIA8%~vf^K{=A`|_^5 z-q$=>Zr#ehy?S!i+=*HL{PvxE_M!cD;L2lg@3DT?c(YD;-C6KPm$UJDsGdu{CYgM# z(eQOg)UWf)Dhgie*n9);lCrLdct8Di>Feu1s_MbBf}f|~4op3EDSy^G6Wez|gOTTp^`S0iIb9PaZe?r~U zx0hat-w4^yamz&g&(hQHb{!RUgM{SarA!D-59;^bTzT%sO1?KC?r%ff--?EWl zoVUt2@05LK-6l)9Xsg^F@Tg|Su3KBY4{lf3{Q8OfKFE~PJO1gX>NVksxcRr*ax3NK ze|)t;!5(CJHPG@XbWD6Z%Z=@=tFtzO7B+ov_r5FQ4GoO98_(wFX-S)3ZJd4Tif`(x zWf9;K9hWUq3Z6JgbJ@NXyF5er^;CnM zdR@gsPT9+T71Dv|v7WvNNe`c|Ykg$mk_#bAGP+jkuY46bbCKpUxu8S=s;{J{ zFIwqw5iBVln!n1*m##ZLZIR}+vcq3PdsU4wo0uBZzBI&-DLHrZKS zO%GjKmnpdhPh?mkp1b?vHtSISm2Bn}yh8O+vYG{#vVVULpL=)56ko%yi(dI&O<#8E zV7;&GY_BHY#J%6NN=7h=0aYE7K1 z%Kt4#`S+^t-DY2Z_2yjf`j;ZX`m64R)TU|iNl;@zbC*}t=JX(b;7Ez zRqWM?9#xYg${s?}-6cdCy4~ley0drxqTtR;D_vfSWWxe|HGjaA`ddk7=6$*K?@wsD zxgJ_LFg(%#uf;jIZlIz-+PdX4>Vevq# z)K)v#<|r)4W!BuBQg8Kw-{}q5rgFWf$RR%8tI7XiVEF1QU*~#zFBj6CoAk=>s`IMc z|B|LV9;NH9s%L4Ag(klWSeS?Q<-Yq6B38lWe=c(Ax?^U+Hb-yeZFvjQcksc^kMbXu z>*l>Ff~2N9JAD2wdF6U__Nwzftq0$NwY~hURcgDVBvKw08f^!s$NXG=m1{C2cRV?F zR>U8g1nZX_dQeuO#ck8N+kS1(^=9wx5^TS+D)4LlvRB5zi6z!{Q(5Pq>he!LwS2~}MPNNs{5ee}|LTVSd-*FQ zY(8&`bH5&I$V?_Jc#(IPFCdk1#U`eZnb-Uczp94*y|T2SYh`=L-0RuDpS13b_)=_s z`Qp-+u9fpcU}eNE*@dS{MDJ*o{=KubrEBZm6}##|30!tVYGOxW!Rtw~TS19+yPj(Z ztXL^3@NQqxKC?p;E-iZXxW$oQFEymqs2<^;JAHwo2Um0@ zg|r%JE!($b75j7}El_D3cR95((d@9sLfCV+FIbeZr0Wq_uzuf?Rqta@t(;Ni zan&-mM^XQb<=!t*7GGWj1s%QOzY12p-0ceybzIe@6xupzm6NAvu=%aepzKf>Fir3O zme?(w!1wSUP!?T&&lsmRW}$+!LL?SAysE zVNuXz|kZHZ;2?ez_r9Z?$sCuPJ=CyF@|^zfN8St(4rh zGl#l1XxY>s&YrqUE|zN*7i%aa*NN@z36@B@_|&WwWJl=21u!p#^5jMS;}6;Tf46)L zOK8yXIbN$Qc7)u`I1j32+!pWSKRExK+uE;_`DE_yfA!)YFcw%(&gV$~v^3e`VBO9%;Rti_#hn z;#nn<%NHSqTiz?T@Eona-+t?Zu5Z_S91?PO$tw5hg<31K0zNX<-_ot9IIJm)>;P~} zVAoFR*vcoepm3|69vTt|E3~e3B&{bn&=Fkw^C9meJN}1Lsa#c|bBZ9Qpua_)1rIS=3y25D9BCk~^W@O&( z-3BVTO)Iu?tNeMH5o)-kWW_~OjD+XbptaaxDkx>?*RNa^J$)r81w|dbZns2HTIYh@ zLUz*~A|aAot7cRMeg$Xr0_%WOmK8=^A(DrR>%2qn?-B{w2yWcCt(M&U=dxi|z|p!J zpq9h6rSRk`3QFQ`4O%T*!KFh$Dn|~qiny%(cB$g;gAaoIQZ?$A8%+s@)w>~LH!qyiwGx_uBtn*I|9L5MwXf*XLig!KT1ai77iDu!aV$s{ff(d^6qRXt3h^=%7Q+z-0i9~&0n3TdPKd2ny) z?`6{up7C)62N81Vy~2no(EoF(-brRpk)cg%V|^7RvHz1rnK1>i5wtFY7!)+3sCVXIdx zsPJqn(pm;;KD`p#x-M91(yx?SuV%TJQ!9C%B2^Q)$5*a-5VB+IJy1K+r`9u+S1%as zIKR1n*~HT(|ND`yxqK5StdYu~$07A$1zIufn;{lWgIUybD?VCklDkVW#3CJpMFu-$ zmv8#SV{>$+j_!)2SKh0t3N)7|y;2O_{$i4JWuhIw+w>wWZ%fo#!Y`F|`KGSmNT)@0 z!CzHFZFhm3F=3T%R(o!Jria_x4ZOB1K;agI8gAMaqH^&&y<++Go`y`j77S^lt^U^V zqk(%fTe!)*3$0R^0jF&tI&JRSpm32(Ak)Cj;)Z#(7v%r996ok*rBm9&f~*S76`MeL z0+jXY)0Z9kP`2O{S3s)hicMP#SKX&gTkE&Htp~S^7d&^J|4Cg|cm1WqvtND)3PY~??)8O69$Zz>7rk^{ ze%z^55#VBreJl$xg&FfRb{J6G}mkr34>*$Qx{8R*Ay{@Jrvxs`pVU_uQLKg zgUwfgQ;>-3KL+Ox$Gf{PH7LMt*v`~ z5tfc?<|u&$AstM8)v!&^ADHBd^~GEfx)5yjesuaC!mE1 zqwV!Qp7-}MMNVDx`l@WbYgnI>w);eQ9P#A0ubJZz=BEf2j1Rhc*!#-dZ#5oQr!Bc( zmHPhL@dX{57oRy5n1*cA{k}-cgKH+-Sr>GDvvF#e&)p@f^5ajfNjYzr{YXdVT>76A zl}*mP`mJGoPDnoDi?U>_UpuD>EDH5fYuKje8SMP=A9ug14~;k+nDJC&3sS?5C!c-o zoQAL;p{Y}M$;CBIi`xR}S}jOl-tRb_&-zx}!N9Di8e5B|M8Q+T!>_ViKQ%=?JgB$& z%GD25UTY&D)r7-&vzP1Z_a2&Y& z0UWhQ!(hFZ`tv@m58rN>Dt?2jJTzwMx@pW+U2AQ0H$%Efl^4IR|FlVbu|0d0*IJvU zVe^6z!FRVWs?u@oo<(8vrYQfNwrXFc=GG+8V8DgVvLTN++_y;oPmm$rua*e;R!tB^0o_Ijh&Lr@EEN+eSFxouAli!;!^vme~RJGI7U zE!0yNvs5(obyoWGEiZX-v3}`^Q^6^4ix%Hj)YiYy7k=WDaLJeGRaGS~CplazTb|3m zGHUwQ<25&T`*Q!=5*+pAM-Y1Yt30^IfH8LIy7zHW8Ba48ih>J&U$NQj+i4>a$GCNmRp9FuyDJ}pQbaX2CBZtT58qA*6*$4Q zT{v>-y7uW|QJ}W?zG}@)lWgm&mv7G&>w7cTN;wu=24-zsQ*eA@=qs(QTq2Rs?%#rR z`-p`CDNCnTsak*viqx=1BSgBm*B8lpaLtAViBoqag*8I#l8Xap#uv7=Pv0AL$4!#g z*vtiqta@mByls1On4^LAof{QXckQdz+?@2vt@_@|Du?ras(<7!C3atQebZ>P+F@qs zf-^{o9i(UVf*D{z{gtn-bQx(clMC`~c9Kc#IQDYAD_9F^U6>}yviVSd7PtwKCaO^n zO%#T&Cks7k6)n|y0%}ldLYxPxpwdA-+A~@lX`&*Vxwf3?TB*M(FX-xG@0nBISn4&a zueW$_z%$FZkGYnBb7Gn(C|sef@rQ3`go>Qes@F;r<+T2#8(RB4DD7w! zILObve(!o{;$kb=PgD48_h7MW^@oif;&4;!h4t@3OruWRyC8c5D4w|X%4wawGdS{}#rv*ptk&44&SETDvumfrXL48he z+HKo>XX3@j-Ya1?)q{o~YOJ$FS+{m|MY(#do$+hZs(rPZTa#WXUKRN| zQT@{)pTNwcnz~gLn%lZS1vE5Kd?>r2#g!u}3K0Z1dn+`zO|m_H@FeG@!1?FH*7J+V z*&YyyK`N5ib})wrHfYxzk65~nea5vY!_vj|uk=D~5A1z4{opT$hXs16cR0Sb_+9xC zR3xgo6PA6aKAvq=G?nGy!KG5GuY`U(b7gwS)gPNc?f(}yb)gD%L+!n zDX}QlC5L-%(5~r>Sh_Cnfy+%qB4qo^GOcflj@;kEdarJ|c&_zAt>N(K+9$imiz!Z( zb-j@8j-*%Jt7eCM{Sj25TJ0A&KTla!?Uw4weC|Vw*=Ib`M(PDHl>gA;tZ7yKyZXvk zhRc(*m*oXrW%l_v^^GOV-ecibw~|C{_x1JZKMn8vgeWTR_r=$%9$a5AzbW)pRgLC; zuNKGL5O4>I_te~_2lbb&5Klm1VzISG?+}^+F4M^lz0de&ttf zx8&BfidP?x^4=`BR5|Pz*=?`rBB@@m#`~t!peGZ2anNq_ra*zmnY7>{HtpGG<@c# z)jmJrEwY|`u%<|mJ))2@>GD-_+Yg6FK3Kix16WXh z<*ScNe}KmH9zU>f%#8T7sJ#4~NPKG7dX$p(;cA@^qVt0HdBxh-W&RY+-W>>@UsxdK zU3;Ka_uh-JRH2Oiul-XpD**f(rqh?ucrP0)37gILQMng^h*tHNd$Z;PaDKe7tIS$BgG zYXmIo7S(vOZ|Gu(h-6&j#2B`ap&QbDXSA)}s`ie#ZaQZe^9!e+p$q>Y#zgB^8tjwZ zuhkU)aObhrSFW!_OnI(5gJqCMNc6|)#KYAS1bJx6`Qp#==x(&t~Os;|LWt? zKVIMFuq~hL=^n?kuG)5~Yrp=}@K)4fLiFJJg6sQ0+2f_zTj+Ggf^_jOmuerL@Qx}d zJO*|kasc+^gM-4AagEdK_0TcpeIf}b=RJOq694jq+N-k-+^P|+^+Ic$IK|+DkNNH! zx)dTRjy=*UwcR%*0n|>Ci}%`)a^6re;x9wHW@*h=7GKV=g)H4jqsj+l4{9|fJZ#PZ zWvW9n5q*O6FMW$HO>`5LX$9E=)&;Gzk8M|uaFsiKOi$pp?sp5_w^)_E zd-FBUc?TPecd&j+I3RiN(WkRd)3qKq+^##YR;HjO=EVi(a|YrkEc!oRv(B$=h-nYn z>-A9ngPv}M#C^_X2Rn@K9Ib!quNNP)Z|5JMRGGr-{W~Tr_ub%@tvVw4gQ?Qs5l?O5 zPX# z_~(Ihd&9ds4+i~7lD(Akfro9*M+3e3qMtAqw$~jE(Lz z6(1ch3vaM^e3kQ1#>K~He@L8Y{wTKpLAbAUtl_cOjnnO37xh(Kc)xb{W>v9v``>|f z@?yci7De-P-e`B3qS&axE7Lqd;ZrxvFw<0Nl~0SZblBINv_ELX(RsqTNzwEVtBT5_ z?@mf}#ww4_JJlgXG!{f>OR+oQi9#7`Cy1aB=bYg*u-nD`I})j<*+={!zQ)k?%Qaz3`5s$~W_##y9aF zOWl3rXyo3t9~MjhsPbHS#Z0k1W0$hDVwO)oZ|{?=9b5l!@y*RM_}Th*^@>DDstbNC zWPc&(iuF}av3gn4w1t7m7N%47KbUT6wp1iZtJJRZhvB23f2u7nR$raIG~#i{g#~+M z?7zEa9)j`b<|52tShY|2!>sArkJ$5H?3`p*;VJ5T<2u;;tj`3*Zu|7+^l z{a)&t#?xHM_FI2#`Q+Scm9q8f5{9UcEw*@sNA;LTPvWHbKhMb!J-Ez|CGdDp&VwwrnO>ULu5lb-f4%m1`N^rb z4pq#KjdQ!)lOvFHW@&xv#?Pfr#g$Sfwtr0~)hYQ$U0m4QCM$K|Y42(4>HHJs+PxOi zzqj)2T)#Ii$9dZ4w;lHX$y~Sdi|Lo0`zBrY5zlFS!=9~52H|8D=e-S=8%aqrsp@x2MVnXQAV(1J(I#jfpql6(O(_tZDqa7gk6 zq(1-JcJYHtM9x_r6C1&4j%O<5jOWZh760M%6^E5GD|F(8`SPUeHUD3lCt-HA#7r_> z*Y0%Q)dSJ-ySJJy{kZR}nN`Mx_`|FBHSV0?{nt57%EY$CROry7=zCm!j$CI>30J=E z-F~m~HFL`BQcj+TTXLr(7Ilcpn#dfgm*Pu&s{iAukLSW=(kHKM37eZ*s=0qx&bXH0lO1tV z`9yQOuy)lGNFw`OG4D8g#4F#v@}r#794{33WLqqoy8nT+qj0^1$;ai6!vCW$d{L;s z?lGaeKGn6IPb$p)WOV+XujigJTbJ*W;MOrqtNCeh(1=5duZWj@C)u z`sSPLYi8Sb%e%Jr+)?%Qeir-K|IH~nJ6%kEvH6SoFRW7~rUk5DaYLy0^)};!D_%yf zpSVUm@NyTQtm&MuQepE>KAn4-{lv``s>doyRqKBqd~N2ww{3CU;lTBO81p|}@&38I z^40zs6YJ)s+wb}xIj>jo^5z8PNP~IoyB0aO^Q`{y+e%KkewH98sVp z5vCr&W_UPq!$X}L47b<*Tp#aLD|dxG^~hssy{FqtEu80CdBus9-g&(CO?UT7yKi&+ z6?MH2*cQlLtygH7GCgVf1fSZsX2EXB)j~O{oX6HigcZCnxgm7r_oKDudhcWG9Qp!v zmmFEW+I*Xv$+YH#(~cXSDn$Hi_^!zOuUwJ&+jm7~-hHx0wjA4pSRU{H)x{@kB*S7{ z`FQU8Jzp6&ZT)qkdPBuz!_)Q$jXEU#nsn6~(9H%!%$Fpr4=WrEEKr%y-B+*ACM!Sb1-Ve_6{Pp(c(Nsv6k<9=}3;)L!M+tlWM zox6XTbZN>}K85L70gsnH<39RCJNI3hac3Xz$~k|7{$+jqTDok>(WgiI=lMPOzIN5ZE1K80y!VrO-FSbQ+2JEq znkTP?FVE!5sTRvo-;74a(8?m*SF&GiYV zBR4$Nx$#T>SkM2&Ge1C7KGcbN;;|POCbun4I2~v(xm-_P;rJRe=0mHw*}hv^9W>&A z2IZ-oNWW^$-?Qg@3*%j8`F8&V#!EJ*Pa39F3FN49Y?ES%=4;YrKe*=Wv8Qv(>l)s~ zNa`FGnkLY5%Ym!&ZG~ge=h#ruiNzc|F&>1@n@HP&Nr@oa$rX0`UetwvOYJ(spaqa45~`r zeciYxq3~GWy{(q)+vYGwpKE-o|KqA0)4i=q>hpu7mL3SWahtDb18?E%ddH`C*Zw({ zcKg)3nw63p4u4+GlPTt!ZYrNd?a&m&Up@H4I@RAn`9!lIO;yLpKlzqO& z78;!ISnXZ8;oJElo*YZIZ8FTa&pexXaCceS=N`RlwB&@-h8vzr++bo`ruk~=pUWa&jzgTOeJZ!}0b0 z(w5YJx1Ln-y-{I5wrYu}O!JI~(Sin`{1aohp*Wt6dur>^YulOsc3vvvdt<>~Hiy~z z!2#386Z_(_vidb@0^&}^=eH!hX4Ya)_mO&X;6b_Ov6%ZOU(KGz$r*WN@t@q=@0aeA zOxeBUSNpEJ=7t$yi^^s(Tc2y3S^tMA^0~3ky`41;bFQ>ak*_E{$#-p=^|?k_uy=kk z-?N`BlXT1cyxNETwPp{$)_lKtB{@Oe&|u%%bq^%Y7|Sq&^LdQjhR+7K1RNt?*{kHK z)HkIH7|SqQ_ch8UT#r2WQ$KA%%Zz7dw!fSI>`ebB|KhZsnR3k5osEUB;_5*u92BGq z{7G%e2{$Xd7T35XB^cjOJzmK3#)7R(hS^%JVFJ3!7+268l z27Bp~AM8F+UbXf;xeqhGES~9RwjzJ_(yNQEnstg^*dfPa&Dm7wc?4AQ)+DoCgEe|( z*RB^8i#9&u=yuq%e#2vx8-+q|7O-6ZHH%5#+czNlT%UKi{!{aXZ)Go?b2dBr^r8>5 z>G7l6H%r%+eASHD@ZbGsHkb74xhZSDpFC<2Tl1hw=#2{JvAHk83V7!EQ`G~DrV8sc&v*#7=8=E8l*_^QX|sM@o~ib4`^;ta=?DEbCCqskUcj@cZF2(H zjrV>r+~nIiZ^MqHE1Y>57XuGRZg{M7gK_oR?^{=g&&sX~`kWYB&iZfGpI=tYN4{~I zJ<_Svt~TIxzA2QwXG+8U>vB)m|2!eowK}ta*K7Xs((rZe2mKZ$=v;~bh4tJSXJNG* zf7zFJ^;29UejW^}KMuB|5M1E>Qj1BF4*tE>xH0N(QwRh*_;yY^`PbwlQo?az$X#+pWPci!g* z=S^od20K)%SylVft5?=PA3Qu#xZ%0QjbfQMg6z|+_FtK@c$rz^hKHgz#DkwtS6!CS zoZ0=o^o&P+?U&GGlegJR&6~4q-|Y8G-nRDZdPkY*b+U|YKK;#mj~v`_qX5+W>ua`U z+*L1~53c*(Zux!ivS-fx-5O?P;M~hz-Pddz@^+tZMg!Y^?~EmXYn_^<18U3{zD(TE zo_xxb=bH?h@lV!I3TYNRpos5l=JMB%EI8Euo^zVxi2|`VmfYVC#Cd1V_wLT0&3EO0 zw!uY*nd>(%T&rfN*E*>%`cL%#M%691>UYoZURU_wYVzYi-B+(8%D$Fy>oOWu%9+~o zeG_7T9G9>U&rz11QTwi0`z9}|Z$B7! zC_#ri29!4rC!9}&*0c`~d&+HFI;lxmr+LCdog2ksI`s$Er`+mtkAL11wrjzD`G(qg z1%J3D6V7V>+%zNR@abC}-JWuP+0!J2+kDP9?M*pY@$UhsA+$&5#^+55YM@5cxx@{Z z;^Sh^RDLLUq;aEIzs=?|3jEQVKk?i5pF9&@=07*K<@hGV^7!>DF221+ z=Rmsi75JUnniFnT7XC2&&b;1k<*w(@GNoAP&BB~=&#$Hy(?X_AQhs-@PP5+EKWODn z&(pR0xL%c9IZ(!L!dUf1eulb(fZ4+IgN~aL)<+g7n0z;%9+zZcw2`UyDLNXk${_<{GR<-8qvFP`pn#_7p z)uAAEp8UPwP}Q&~5Rs{Gcynx4UdvLo*UP4^<#A%WSa{YXYR8USdQ%VTWikd9_-IOf z-ftBY!}&vFf3CFGmCiNGo_yW;Y?)=ji@<^j8WQDR@u0TibyoH`aY)OcFl4>@`gQ+q zzitnHpkh%VBxAwJ7tsD2)Fjy5!uBR#Sn5N)^+HZtcD_l>$)feAK#??unf+WNq^Y^m z{5t=hU2X}bCkpsvEZF(xFrSwHU^k!f|L+<$sXb@YKk(Ps&wmNFdwZ#?nnnJ>G`UKkeCPmqx44hSoGG2g6}D4>W49{d2vDTpr-z0^9k&N2Q}Bf zvFWo@<2-$RpR|>V#WP-+&uo2_%xjNdH4S}Gzxy=LkNfZbHT4K{*%YRKa{jmY^~wY1KhJmno&J;mm`{JjVwXKXPJm0e@ZWBI zP-ohHEj`h(y1sbTj?XNo6;do7_s;ovO8&!YyP0e9PX`p0+3|;Yx`p=6o;KrE>hxbr z0@=Clu4-JXERnSCUcmqJj5P7mD`BSEdpFb7_DoDeB8&xt_ z3K-A%bn4vVs{Vfr-O*P*KR~!NEBpR4V}`{0&y4FCD(^otzVN^NGsLG8L)X8!V0c(D z|H*{u;F2kN-U3i))|T))wK?BA0g^CJ(#)Hi-lYBZUY_*qmlGH@Vis**w^ZZWHdR5Z z6alX7PqVx8*%f}UDt=nL{R0WUwp4w3)`M4%Rj+?BX^VKgRzlX~!ThD_|C`t} zHs~JRvDD4)ue0~}7l#+T)GU}HA~FA)wpGc60xlU#*0fLOo-#lA^+5he&yoX`BF1x= z-2EDrmmm1VUZXtQ(d)O~Y(}m>X0sdr?Vove$vh@?&&I;}%SC0iQfB;l^oeZ~pQM_6 z{f$ba=C?0fm)^U>%r(b?)o%`yx?iJkK*HnTPrM6{lzp01m+MqN*LaTp*X^yp{@ENj z@L;`h(CrIb56%gTTx##rwBOIeG`8rg?Y?~}SC>C9neS=K<|o9g-rFebxN-l^KZpL6 zUMS!>^TauJ&#l+5nRVV?D4u&krLR%=_<_#k2P|9bcjxlU#9zK_wJO(tx8oIt<+<{_ zJ>T`V>+|lo^en9IewXE|;PCyvGS&CvCX$q&OgOss)Fi42wEn(^LJ5$ptZ|?0qf%9qn0lFIDpL zV*QM1hKU!x)GJtc3iSMcqiw-v%*%cd-alN%(R_UJf<4``0eg=)7Cch0C=}4CKWN@` z?5{z_9slNIf447q=~*yIMM6ItGs+Ax1iiMSyAQ65n*Qm!wc=IrN3$-^`c?nP_QvespWUBz*;m~xJGrCnQQ*I&Kem;W zM|%BMuKcxcZk5m+70zR(_qDA`&J+lpdBXd|@l1ixoCX&DeL39TwTj1&gBn~QAq!4F zhq&AC*5n#QFI)6!wfE2ILfIlN+qWc7Uvqr=!e~>2i;~g7lZB#ZH9dcBcS_#pjNR5n z9rZHKGmiWCH%(SK=+OkO22?Bxh0a8Q+ge{M14>nO>P|MFbrJ&kc)Sa)qll}8v0zL?EIUm!H)G`sBKkpLLdS(dUUVq`KN_?`*`d?jxCm2 zQ{gScs@~Tm?0%5*!ZtIh<;Le+Jra)j0BvKg;7JgLS=KIN)x2-99a_p{yxA|{hP^ickyZ-IT)?=%m zdaTH zOD7iktc-gXSTIe)B2#3JC0E)f?i5)_k9v*x_nHS+MeSGYJT-?U-LJ`5{op6|E4O#; zHB?P^sufbXbLx40P~GdAxu!|IUvKH8{9V=i?-%p!J%RD_i)*Vd^{aiD{lJ;~!KE@U zqs*w{snr5=RK1V3B!C+4ar|>QPu<-CF1`B2^f}$NSIM;SJU=kA_`w;=f@Klm>BcjY zVr@?+{C~e`=9wK|OlF_7Wj!~E>9LrtBj^I+$Nno!X8>E3$Lu$^{Or%4?=t&mo*`GHi5>a+`wboez4e)OK) z_e{;Ze$)Tk(N4#CzUhqJl z`(!w}v-SO~(kxic$uOn!fku{|dY|>mnQNQ1=gO7f^aBsf4O^@dS%Np;{}s35{;UJ} ztM!*#6;GKUKGo3vRQ!CM?zNVe!!xVj_4glH@UmXBV48@;^Y5ZE&C7+C9{@L1L4%fS zZ$3>}^inr>nY@b09Hw-?M&soNBv-tc6sIV1Cd1!)>sxi zld%vE`TgkAG4SZF-Xl&q`HGKkjeGc{`WlUoADEe(@RPaDQab9<%+Hgi{Zf!T!t>*G z!L`i#W#?o{Gm0h8m;^kG-kf@W8)sZr*If3a0uQ#AmgRXbj|!W&XMVfS`NqvID=QK{ zfU1-|N;6JMpJ<){D(vo=d0jA6wkQZY?lA|{-UB6ogrD56Y#!7YoSqbvWulLs?{-(_=2X}P+T#rvAL7lh9$j5%e0*5V% z-mG0A_q053qi#dC*py`XBNE28yn2(^9vjUPm9#1{K~ zstsu_)9BuMvBm0t>(bkQM3a}LA9UT6Fy~%)$%`3^JH8!-jq$86f2WYf!o!!hVb-Ps zi5LqWJsCFfhOPPXehk_7?dBBJAAhi&U;T#RkKO#s=dp=DG&Z z%oY~Ef9>CzA3eXhuE0t7*X?I&%dUuTPT;Pz_-e4jL!#$N1~`2+bGO$Y1dlz&$e)Zp5qAmB~HF^sf15XL$8Db-NtgVfq!+HkV;Ft_0U3DdtwW>~(R+ z-rJ~`ElO@%{NPYveL*8v%)Ek_RgS(!pB}~D-oJ3}Rl5@z4XoSuzS;lH;?!5sTd$V> zWA*Mh&MDmH)8E7$ay3gN#)3<1)4C1~mS=e}ppnxUnYcgfak17hQSChH2U{mUIOJKt z81nnyNfy$dKd?$DMuqcO?G8{vc&Gv{DQ1A|h+F=i@v`uY>s5a&Y8JU3hq#kT zw0>Xr%J;tOuD)KnrtHyz z#>7osl0O*pH%<2bSy@)3ZGY6Vf7AKR+B}k%+v|H2RkvfAI`K5ewBdz1E;9E3d|-HXV|84o+Wg zeCj{QklQ6}(lyp|Kh|ETkTe0=&d$5^K#-ixYz@|BpBRgR*jZ~ITs_*fy4!yPPg0vx zf+l|wn_p)2>~jvDA8wbh&3L!FgiX6?|Lk)ucJ(PuJd&)92NycG&0}_lPWrx0=-glO zWI_C_CCLJYQy9G~1q?e%?w>WQjze=8JSh=SV zJYaac$gjQUPo-=9{1(5GGXZQmPaV%NFqbV{_OScBsgT&-{r8tjwagIT-m;A~xs0#A zpK15h`^%EDypp|cPYz0Kb^qC$Y5n18P|#m~^Vs#d)2o2nIT;pE5)5oyt zu+o>?v+}mIUP(Qfxn-rvuUa3)nW>pm51)Ma_dn0N^pCo0R~6n|rT*-s&r9cJCnf~) zNXS^FXfRLvq>!S)42lbFZ_DM(x0n33 z_KAhF#-6%gbbn6F>KQA}%fwWa@&B>hTKm!4H>cU^(f5o0woQ!tnAmBkciM=5<~#;z z&xS(zE21)1(+%e^Y`z9wZ=!I#-l8J)(ER1*?9)J_rc5~&jAjALt-a0vxAF)i&(puZ zit+q(`KR-rot7}RWik_DlBSC_uHQpKDp*}|iKpiMa8 zah;e^Ma%8o6C4@-n5EpQ=bkCYAkEoO7=1xh)+)tV{P3h95b0t?K zH#}syQ2_R)LrJ>i^ZoS;80&kdAH9Bja{tk#jErpd=V!=2U0*1XQ~R(#SAC*M?5bGh zz5SA&4IdeIfZU|ZJnd7$tcNT!PO_gceA(Oh@Kw;I-}<1qwO}%nVU%{*^7Uax@T!w( zt2X<7Z0>Y3`(T%PCP^<_W~_a}S3v;@|V*XaeW`&bcpUJmk1hz>?Fjyl?USt>Kc-Uw3cj_nZ5%hX2pHeXLhCR^&AYzgqm}?bEe!o*XOR-mtL!xJ~U{ z?GX=#p4a^01w3)HEEv-2KOM8azq2OcdE%Gcpom+ioMM?1Ef~$_fYKtbz}@Zspm{eV z#*4MTQ<#$e+*J?uZ|GGy;3k~ltnnuQjl*#sUFK!r#?)tnGifaQ{n*5H=7Ac5?x1Aw zlRK*`>i(wN#%kMaqdx{#Y1ZfP2k*bqvoN=1t(l;sweJS``rP@dHzW*g8O($j9%t?8`Nllr`RAdo*bB>PKF+3~rN`8zxsX<)|_qle#G?tCgnH zxJ6$tzaCtHzG=GW&R-uV^T6gb=Z2>&H;R~Y8h30nU7Kil^XG+qQY$7f*3V81GOWyO zoLrdxBKrIMTPN@8#=HslTJ6O4JKpOy$MLJjBYIMQ8Q%WJaKp=~>;DUFtCAxH3^|qz zkTH@MUzl=t?Ar6d`V{9hM~K8U`v-qjn(P0SPv-e?-_J;l@w2)5%z6K#PS$UX$N_h; zm~uD|Lc3VKMv|4KUu|RbO*Y8DBf7;{t-@@~%HSJYSSA8zbQP}*Har!~-SxZh!7}@^YD)c`o z@f@f>AoCwQ*k&a2|J1p~r*iENBo)im7$MwQusS-(TB|toE5GObuEx4#=Zf4c9V0XHRnTrc`_ z8a(xW*j%l$bfLxH#7jkgvMv8@mHB_`!{G@Bxe^48ekGgzxZm#cBVY0I<#_Fv`j-}g zOM<_tYt2Ce0gZFbLslib$;hTF)wzMIR*3(_KIGS)xZ*ykbm`m0E6p1n>PxS#u{|!} z>>KR9-eZ_4e-o zcN6>SQ=cD9@;%8O5mS3&wdmi3i;9Oou7CRDI@7$;w-z@qY@499^1-ts(?3;*$2UdS zFATl?U^Cx3zL_nTeIkRltW$HyoN?yBIuTxhYvmi4`gwkRd;fg=tg3(6s{fCkh&j0M z=lZ9Ark|94UjynmTbs{HSNY%Dyh!piNc?)yzwG)G^>5GrSpQe@zw2-FpX=ZLTtD@X zxcwo}5c%PskRkHJKi9vp;V~{F7K}+L7ALyrRQ@=9{;)i z@t^C3|6Vto7rVbLqg3ea)|CpgzkQ89%JVDQvMM*ESaSX3`R?)c z=Y?+VlP^vCWZC+&`Q%rI8=ee3??u3qrHlr!!RGari{_=Z9M$FX=difAD7j5I;W+1p zW}ycm$_h(o&DS&aJj#4k|LOYm-j+HmRlo0()mo9v)>&8>|6K9L`nR9IEaqIl{8*mZ z!6y&AX6VlvEg`ZdU^ zA9$xOx_A1g&v%}O)y?{C^Q&kd`{$VR^>d%>k65;4k+VC`^Zk9FSZ5X+kRg4W&QscrvJB}3*~uyJo`KdtljT({PCabl{>!G!+T2G z7mKSUZoJ6fwMGVP>hYiJ|FG`AbID9vYg^yS&2kU#EdBF!<;2_PO72}12tMv}_tyQQ z?8!N+#kTUTJiK`Q^Vb_>#e4JrnOK(|-!bpM)yaB6eb9U`G|~;hk=}B#+4Dkd@`u;= zI>ls-Wf-ja>KkOI+`cuVxX-jdbLpHNA0IFMW4dlpzP6(G?6e8z?(h1ab1QP{SNp6j zqH`GKp2pXlop#GiAbx&u(Dy{C=4I*!{DczLtc*Ko=+VIWsJ0L~{qfoADSwljz=JZS ziF{JvaO@LK_{m+dtx(fiRd@Tg%P}tl|7EUg5xmS?pPfsrI*Eny3Ao)JyeqQmg*GR{4MQKs;#3|8qQOU1U<* z=lGkI)sS4c~lSm4lA1)89q!(i># zAS-b9jc-@($1SsMW+n8uUE#9tUcXV`^CUJ+1BHayKGv&uyZJ_QtyE^)W!@cqt5Wan z=_Q@POmC{0-l#H`&0?sIW2is#MErzR(hSf*+D;v22A%cm{w;pp@ll4Mny(ak>5iSCT>k{1&mGTivg1(^e0_kTmxq>l|9h3+fBlc4o~t{4A%J@Nd$ zN`uD#Z<{&)yqEW>aJ*k*@N*tRwP(Xdrvy+>c^@mwWN0Y7=Wfn)lPi7x;hY_)Zvu8? z+|)ahc)kYxQ~g;sFWk5JvXHk#jx-bRzE4|o-d<9Zaut<(JAdg731eI4Z<81wGZ(P7 z*PZ`1hY_@Lrye{I^PFw9TI4Tu#rpwNC$*un$R2P1H zOJDl!D<_uq{HuPj{i~+1mrnfZ$P%mO>&e+ETaRw~Dtd0$PxjpV&I$U88?Fo7DCT%$ z$&v;u_pfiianMCsp`f5SJomifhUZ{;#!Jtn>NVa<EU3k1q@a%%Q>(B2$xZShV@~hIROWS^NHRf!6QO)*7mHC+ZGp@daCWj^A#Z-Cb zl=B_6O^a_m1tq%_3+8Wg7=M2_oT>JwV3y(M8qb#$sr{`WG3=jW|2zH8;(GgFSKnzOO66f_HD+;Vx}4ruqR z_7#tlTg)ErA4-Ku>Q*WB7A)Unn5rALyuFwI+9MOO|yR>Ef`!UVfdn6*l!b(-m-QV{Y?K_c5|%;1gnC=WVEGWwyOKoPF!0UaKFQJW?)@@@yc)CymiG& z>~G1Rel$Jfwx`|E^VfabnZtSA6_0`oxz%<{tmL*(=t8M!ZUdD!r%c^{*{``+U!q(j#KePgFlyzp`|%am^Y{ z-F;K-nfI^W7Iy5ys{I~kzA#vLFx1PKFo^N(wNfo$kl{E4Ywdnxm=+$+wXbbHs8{}c zf8*!-412cv87zETk-Yi4V0XIy)9q$Qx6OPnRD3qoAb-cy{ddiB&D*VRZ`p4$BW=Nd ziEjUk*UNP-bDdbOc=_{vg`fI$CnG>`&RBJz2w!w)n?;AUa+0`TiM> zb50vQi~jC!{4D*!{FE~i#1^eDx*d`TxJYEO>eeo6CWv zwaH#bw;f)*>~(OGf5T#x13MP~?BWwO_Ni-JBkv1NM|0dn=YD$iN_MsJgA<$uPgpF9 zm}DAXT${b=pTCyjm6ObcUzYxfcNe~r?rUv&Zl!Q#{@wZyhReb@-V?XmB)Nn1WvxRAW!Dcxn-C3P2c@!FMoa6uTrCL zJQiMTJ=Oo#Ke%9{FLdHJQ{{xS1#D-YF#rE1#5UXg^y>WQcV0|*$YW8&CS%Fm7jPvy z|MiTRFK@X&87(k=QEs;__tdIN&9V*7=`PD|Z}4B4?__7iKpoyF-^E*Mrs~M>R*fy<-+EOnlKPCTlc@(fwRQ@{fl)&1Zg` z)e)|Qt2ceNxRo0d@oGQUGHdmyk`o0?GM0?> z)Am1@e*R#))Q-|QUVC?cy{0J0xi&V2YbVS5m;;yAME`tUoos#LiKiw^uz}LJC9HMjXfR~1ISbP$KR1)VFzXc6db=?0BEx}K47W|Pb_$zKCBf&q< zM+8LNXE`Qdv{L;5XFZ?SWfluTuHUmy>%WO_<;mV#{PTi%|Nmw337Jnf{_+lf#9>j$ zGRK0+uOTK~^7;J*jQ0LB@}Dl}{JePgeAP1&Mz)N8lNgjk;z8L)7@BQ_6K?MOUh(NB zdxX@hOVRBrehtFv2RelxupGGhbDMAe>N%S09?YrJ+^@ZJU%lz|w1amO^xkf_TwcbuY2(rdQ1x#QuV@UnOAtaA?q-M5-B ze{RM_#lt`IAN?`kDSytW@2t_UrJTQ~Z|?C+JMjN)E{!6X)m!t0jkAN9qL&ASrAE*N?k4&F;td&Q8C?|9s{b`R6m`nAABNKf3G& zuU%jPXZQ>YmT7a3TU1@1w%cKa@d|&?vSQ~4M-&T~JhFXO?^-)EH*(U^Hy?xQq?5D- zHm|MIQ}t=cds_bXh{67fcquNIAD>_RyZuXC{Px0?x$c`^W;NGeF@B&TY2bGkH0CMb z16#7uI5+xh-cQD9v+5pQa z)(Rf_ekl6q?ew-Q(?qY!-zr;m(U4hShuxv9U$dPwyl*e95HsG{eju_aM5i+5;=&}g zVvaLW;Po=~%+}Z6uai&M_;z&~C8=Igwy{XnEsLQM1y(7vel12YruKsK2@*>=9oud(&0b?DmK zrc}_{t8~6bV~6YI{h+~Alg9sV7jypp|7@}5cL9rfZ;qZ;RgmXD7(rIw>&f4!JgfJ0 zv1i1Z@6BgF8^IPcgr#m*)yw>8^(5uu>)eC)?2`2rp9v&e+a?>FJ#dcCJF|bI%!M4*Hk5>7#xMgVg1emlyv=3#awe5U;Rpnk^NH^;3yp_YwXcjYkfyScUi8zeMCO@zZXuuYp+aNka1;V zNdLS0J8qn7;HrQ7#=`jjlDXAfb5vQ6Rm}snrz}{(X)Voyb=utDMmKEqy}8zKO#tUB z(87>{woUi8-{iUWb>Hc<1?#@&nl)efG5e+uf8*ws13wJY!2MNG189FWFFp9>1VQom z`+_A8eV*}H6tm5-WIlHwbb9KobW%-=(6$y9YKS25^)z7GPj8{ zrpK{BR->MLnD$b>qV(d!dpFc0*ccCU7Cd9IU|v`|`?N#o``a;W-+1e0pMGF>`2LyH zDuy|#49DiOg@HTW7Q!vNA#-A!&HT4My_zJMV?NpP|JgbJ)6Uf!f4IMWCC`ug`^$_j z{kNOyDEIel$g=1ABR|EvyaJUjAEX|f$!-9z=(KEgyxFs7*MtwVPk`69|Cw$1?`%W# z{WPP7Vi3`NKh5aEe{AFLo%QzW8VB-`6u9x*qVcyK;2-!B07vo^=Io z!4LmzFZdU2@n82qbnp3XX+nh3!tB|L6PPpX&b3ZJ+Nm?YVmMTi9*0)BmmB$F%c= zywqDa_vIC@rVPF zcD9~7al`(N%(6yv{%<-5-W;#r%zEoklCxY+P`t%|-8uio&ed~&h@3Sy=G6JklcRt7 z7H{S4FZQ_i_)&}d@7sbBxz>ws_#HC6+|28BzP|g(e%H_U5B=1i9IwE?O!8d)%$f$7 z!x^&#!^64W^?{2euz~g50@t^N6n-pCnEpUHY-9YX`{#VlU45}Rm-B)`O2Yk)Nq3VL znSVWc=a;MaS&=o8erCIGE!gt^ZQLKjlq#ke6~<#V;N@U`4dCS(l70=T&);Sg$r?Ak z*E>92t*?RG{XnbogGqH3XA=V7@6Ke~{;k&h?2`XxXTNal@L=irU%v!gs;mVyDIlfF z+kwPQ{ZTttH1V( zefzD-uB@*g7ymKk%DxmMU*{b$E%jI7re|0FiyOV&-vOTdl`smaE39OWY~`8C|7MS@ zQKO-;l=%!lK6YHxg#e`}2Q>9vDpp^X%v_nj^H)lArsNSG&@}atGyXH)E&cQUlH`~D z-sw~RSHJYB<$j;+Htpgg`y+?@9sV zh^5vi<^LV!31h4e75VidXvODa3G*0N-1b_SofSK6o2vbz`qS>eL94`j-X|YBJtI&+ zLdGgBL)0J_I^MA7UpDVE$v{>aqiJm5&Kqc*!x4~qb8{!H^|xcQaeox_?^jNib-TWy zUS$6CV(t0}pW7EsT`Bn39aaBFj#UH&2772kM_@o(bUN*}p({N&F)IuSQ*(s{9`UKB8YxjtXwR%1Qu$&lR_^KYNZ_sUqVw&k#kSG|rpoA0Y; zwUY}16(X#zd{=wnz|PBha0_H(D_i;@&u-r=^<~03%?lPPM4W0~z_`KNxX=5yX5r4M z^V5C$KlvN0^~}6;+-I8MVuuYSJV|ZWK$G>L<0TZ@54z1QC^dXIPf9(4P0`tM!<2e< zMdmwO(**X-2#L~7J;Hxz`nT(E(j#M5@66edHi6}EoWM@IGjlc@{@P}^Mr(&t{q4(E z*QHlp`FUpA&F9Okj(-(YE)PEN{*bl>o1n9y!Bpt(fd0HM8A8#HS9aDO_@cr7Put(Q zttjCK>wS;(3DWz$(+~VNn|ttY=l<#EX4KDPp6z<9=h=a_4L9!JXzY@NZEm%*5^#>n zi7QY%%_$~p+*X`$*mA=k*0&duE_Z#&y71(eL%`~g3-R(vr7Fp_~&e`1~SHAa=gN8bz#UFi~1$v{)eur zF84Q|09pXSlVibV)=~O8C&F0d`K!a32VZUT{ux`V5_zBN-KC)A9-)hu|Nh@KeO8)u z@MPhytwMiI_Z3-l?%tREe8Q!gSuYJYOq7tg4w`IJbl%>y05bZ#P`}RPY)8<8Sv9Nt zr(81XknC&ZJ$``A;H^sa5Ak}V9b1{b>+;?%KY4!fpUY3!otG^?;1-ln^BO#06`bI# z-MA7oIbgZE_nh5_SCcM#gYuW543jip<5T{M`DYsb=NdKtD?izD@YKV6HDg;AGa;tO z>keyMu$|;-KhWl!aIFe7RXE$^M}dOQwz=91lG~gU4l8bWC~zY|)1cnlPw(yWlPA~y zx%}iw{Fw)B2PQw^0*!gN870^xgO_2R1DEX`lII#ypGVGJ{f|*B{D18icCW*d8y@o9 zC}7KJ*m>=FAdlfwD<|){TqS23{{Js5%e%eyu$$1|#hVNE?=e!#eCl}VfBo5#>acT6 zs}3$Io#d(JDV}gjkFl58cR}FxRs+U|$@Oj@_2%*Xv_E%F?{ul`_Cw02A|KiRTopX& z)YpV+p_%_hn8L1oRWe(l`@6(y=iQqMzS9$g{;)LhC(jq--0D5~z_ReG^WUoHkELgiX!Ek1#1wU-t z*S4ox`wL4J`o-B)g6*F7If38ihsm27OJ1fFDGPfa=9?x@U28UpOUC&4{$IZF`(BR4 zTLjd_!maJ!%DXAZmI)#@BV)mTE&hSk62{-B zC#Wgh+sl!8;osQ_YCRSf88SWVw})-npm%t3GpM;!DB0Is_+i_N)n*@ey6m=M?Q3Q} zez5WJ1BNYTf8S+h#TRcXKXK&UGRNb(df#TdCF^)^%hx_=w`1PJ2eZoyIX55WWEYvH zP;VjGqx0_VpQQRzB5pD=CVa>GBQGAR;su!mPN@!hlYc+j(i+dTuWxVT$s?H-e0(zO z><12hHP78HZWJA~-|31K@3ex9m6e=kn?851bpK-T&GXyG&}SR=-8-=>IX?VRgNom; zT%oA_Cf{xN_>}qiX0fxMZf1Ud(B~ghEzxkTZ!`yc+M?XDiu$j^7z@L2HdBO6x@m0B-(x+`bxm)U7ZQ7B8j*k|$KwH@TDT!^XI|Ig8Z! zIKq|}FPE$=sBg&HHI1G9T=UF7te=j6($*)&BHswB_tNg+kCy~QJ+QGTkdv|C=R43m zecu&}?I%%|^SdStpK0$Sr8=DBzKwC2`MpM&4- zr9iSN^Yep@AF{g@Pb>F+n%?)9$?>)640)NSFU>dd?Ok=V<&uM9*S!8Zv1~Dv*3w| zMUj-u#C_i;DQ)aj$eW;kTG*`KVyVV|OJ1`FGA}Zvu4o9Ca4!8~{`lb^hdi0ef-5!> z>nmbF>2j|{AEa5zUM6>EN#8`Hi97OxP8k;|$XE*W$#A%{Y%^SbG*sPh!X=f}cWx}7 z_V@kWmZc#!alZ||ool_3e`tl!tuL2vUQ1`NDBpcQY0ITbYxYBhEQbP(>qF1*##}t~ zi|0Il8gv(f5Yw#*ZjmO33-fNYf0gKKRz7}EFk@|b;>+;0A~SiL_GSyboqNV7a@ovV zC%X>|ne}(>T~lWlJ~L;M|K#g_3Hql?a}@PISw=3}`*~|-%fZ0I2|hO>4<2GOnRpm} zhK8PW>&Zt;G73s8>U%*+-*^t2yI-^Nf$OIm*ra0EOcLrPFD&@GoAE41v+|Va4F(oM z3ctmzH~1aScHIE(rB(V&4v|WIb%dlTdik}pEI64(X{y3${lR$G7{&uZGPa9QUC53WQYCxa^L9XlD@xA z?>iYcd-H=6kp)k5BI=ocCbHkWtT*?@>1ns)0z1FS&OZ|IH|Uq^q{)?R#+|=Q{T5o^ z5GtOh<7*%jUO(CQcgC;3AD8PHPkOMz(;&|_Y{QHr2SA&z9zzx@&JrxIY4$uXJmZM* z92R%KCS~=5^}nP)NPNvZW9T;bfnSnx>0B5~3B7S(-ECFZ)A zR)l}Od+Yg}KbOp3yxjh2VxiQA_pB?s*ZA6fJ^k#1(t+jm8~fvyZ44-S<>7%snBdh(cY!usjU zIOj9|KE0Lm_~&Q0rnvFUF=6u)V^;5LocZVIQ{E??rwe%2Sg${wvVN^kjdA(dH)w~&Y1h$KQC~z`aF|7 zVLfes$DdFYp>-S2H!Sxvp7daer-9o-pW{ytK=C*=I zDi*9YD}3h#+4sn2an6XZFz0=8Fns#&*c(RGB7d6rlk4y2FMB)vqQ0fhWT9${IhQ^& z*6jbkw{tqLhj?uo%R$fP1RMW7i(0=*@-+#c=Ylk_V$@_J`q#bJTzk3z6i|M1m|yD` z$l2|&VVhhN`Q!73Zzg{#rG8)jz#g0S!g3r6Ci-&gc?6>Lz7pbS&%j|61R{PYH zMU;Q4XHyfN|4_!FkZ(@I>$r8k8TDJuROcL9cTMfVf%oftmD&AfF)N!zT|8vP`}{y> zF{Ex@R~KYxq4;dx8RI$3>gO7TpC91d@jCL%&rgzjtk?aMQ~j`S>I^2Un}9SbfgNc5|$%SfzkOJ}VIugSjmlX27Z*84`bsgtU7U0$0& zqKEz9$_FkJs+PW-WaX^6fhfM z$NcS4;@=+cH#?s{{ZkMl6}`&IND9^PxTXJCA-1pX8FdZJZfyp{+_{~P z7!6(iG%Vl9ANWlC<7PQl^?JE0PXyW0d7D4V9T(Mk6TSRQBK$;_`m)Im7S6W}#IpA_ zo&*)U=VaK@8`l5LlIxV|J~DS}!qFAGH@-LRpB57J=4&61O`XJVrOTH#ebL+=|JLp# z=dq6`Ts~JfoJ#H7a{J|@Dee+;OnHuN=>`>#1rl>A{UA$Pwx<>)x%RI+*EKo)T$6G7 z!I_&A{<7*l>fOE7zP{T$POn+CIrG356J9@NwJ$R#vZkMH`e=F-TpMu1r?Zb+%}y@~ zD>!)fIIoYI-{HuDXF3+jtM*3CX1Er&-Z#MLM^SFmn#bkWmw|n{@yVxwz22XfHd%y!_CDwB$!ok- zZkgkxf6-coV%u9fB%S?#GaAVhuAfpj`Ol}Hx8K@4da$O@V4p%9C|~$o3;|Eet(7R54iEcwpKu%{o`oi2FfbhZHdW{ww$Zz@^7n0#9}xhYeo*qmI`2)(bw7nvTUG~O{hcQ@ zE0`FI5029QhNo}b=Z-(#CJQF?~Yp0>{q&QuoY$)7WMdU)ot8jH(Q>St%VNzF0k zJr-KV+TD4+KnmVHE1vP>wWe_7?vGg$z_s1w2WK)1+FW988lB8L@!h07Yu%2$(bfCE z>{&f+@eyfB@8kA8do9A(FWbuU@uZpM3zlcy?~iXyo+#mMR#JbuGIpZPp$BUc4gAuz zBYbMw)Y(8QJ(qB*tSZC3x|`et;qto+T_^S^SFh1WYu?D=zV@tmjq;>D+zAAfwxqq%$8!HOAa ztlY0nThn27Y^eWS7rOJKRO%)3g=Nb$=dg+UHFGaN$eLlmYx(ZjKbt2%&S!66UEpf(=9xN&}m=_#-@X)m_`Yku=68~Szw%|+q)HwIJmF0)^?)tkwbzU!!i?QI> zo5L>tec|;T{(FzrzA}Axe@~jqAy?tVJy()hyHCa(?u4$Nt7o>>Ki%?9Q#gLk=7|Ll zJ$4kR#8?RFO?X!=%DMP&s0z=w=@SiZ?3d=8K9NJ*x23Qx9@JP|FC55m`7U@L^3I>0 zOEYbE)m^x^i--MCEAzucjRlMfHKH7g|As2?d<$Y{XaLE z8_fIxiJ(h8=YQxde5I7Qs^y?r{ZbjJAN!tsvz`?b6*c$HrRHyIbv?^2oL&0n%*6N0 zH})%fpP2KjL@dj1d18TVWx-V&3I6gm35n+ZQ$K@748X0Um$?a5C5k==;+|UUD3Xb> z}nWP4t>FDh({lCGLv^WW1UyLA4Z%82}JVEiTX z&F^FO>C>It+coE;S6!RP8h*CvTUgy}yHT;MNF>IR zYn=>hxXac}*PhI%uUD7$zV~jKqyFS)zgJF*JAZY`p^ApupTfJVf9?}~HTBP*|NqV# zeUv_Muy*p*{MlR^uYHV>-F3F3dG)b_7K=f{F`(?X7P7c)n(NKBgHEwQY9j@%x7i;4F(2){O-!xrw>9QypF|5@9u0rNt#HmTgW`nWItr@vVK$%FbU z#n09o_did3Qyq9Ys`z*9>x6aE^-|UM``4L7{+W}nI_2_`Pga*6tjaX_^{h+mTBZdr zqB=BMDZR$$mrK6CQb=F3_VI&LA3xyQV)kWI&)>Jj6HAvr_*7`lTh)6sEK6talfro_ z9L=>JM*UwK(oSx&oh=j3Sbd%QjrzxpcJaYsiFvEiPyg(Xcd)ADD$4@$1rYafo9-CxtFw=sU{m@kA#J{|HOjmbrwC4|r_iL6v zp!9b6M*H3^2QzPRw9IBZWRbWoBXQ0$!L;A-Ee6x&XR01LwdB5C!uC78!Viyi7Cd&@ z;rMUecT=5(zv@G3JvV>qxv=2+?04@cIq5S;8;ZYR{1!RK!Rh%E)h)f2mFB9Z9|ZqK z{CsrxQSrBn{E@vc%#}s+W^tK&w@Uj9=FQ#4s8YD|5Iega>BAawGkN5sr8yGp;gIz0~9QK)gp zLgdw3jf?As@@o1bkq+??Rb{n}_x0t;+CtIZj$1Wn;e zzsVDp)fXzeHOr@Us zZ=yPC!o27C^Pu&SafP|(w-B{`@lVp{w!ssc-Mh#KKZ~UHc=_#{Vsla8_tJ#PtL7#6 zKYq5{@cZ9Y^?9AMie7&`c&@u=3plnuMtuN9xIoJ9qtJcH$#Wkh*j7AOpU!XA*DQVf zVDIAxY+p=&UwXMO|LpQ6^%?Ju)p`DXve?Jh@MlcA>4pW4FL^R1zKwiw`MAneVS9(P zrAwzS-TBVwuinPbGt*QK`8tR0sVa8mer+~~!??1Zx$=?O9FEuLl4svJwASYrubS|V za|`z@@Wr`$BzHvPfgi4n^~)Pr|x$!o6I{Ebd;`m`s57>C7Yg`y`Q(G zvvAh`C&Km1FK#N7`oT2)^yH2EBj#QBmsIKW*?hWs3 z{jTlz=l0A8+4@&rrrN%~zV$}6$(e>dZ?-Kylk_P2>hsNSx78ncyZC&?TjMsiZ0^rY zj8+@$oQ+#DL1)1iWPFM?$)0T1x$#RJng)mz{qj)Mw>{=8bvE<&c%E6KWVIfb1`-;4cz$Jw^sN3ZIVn(+38HW8=Uz%##TX-f z~yYl4X(Rx2Cnc|2+TLy>c(biSz#4bMiV}sSx9~T=P~Y58pMh z$(3zt9KoH4(NFI|1;RqkLs9c|{6si{e=_Wpi22aFxcltAeT#h6?3^1nOjEZDzUh*@ zL+;jNm*jK*X7lfulc6;`<6PF;r%QY7E^j$6A+<(VO_+D-!4T-l$2POLl0n~S~oo!le+ zVcz!TZ|$pRCQPbv%l$OlI(E*T6HRmV4tC$ZD5~3Y-ry&9iuHK|@ZSEpclI(Z?rtl+ zd*H~fp2s>j3dPEp+rhje2mL+=`A9_^JmhE6hp5xv%|5&2qS{}c37%iB zs0pusXmg`b?u~-vcdknfe^r+-{?7Jb=DpWylK14G-{%CKb-SBdpC0V{3?7D=)Al*x z?#@4j>VAt8*8d6Bsb5++hu!*Iv+VPOd=FkEDSKa#fU#p6}(O!%ohd-~P#?0S8{ zo}BZkmm;z}ziH^*`u_O#-zm2rZH^b)v;1G?o9cHN`~A=U-nK;I{PLNCEY@d(3{z`a zyFCq@wOs=$5BG1^JM6fD`IPm^jsP_wrv#e4RKWp+ixM&c_(#G8K13K_a^Vn?|Q}MK|$;1T;iT` zTih=}eouT?bkfVyGdGtj&iJ@vTB`HE>Qly33c{Gpc28usKHE6=>4Cm9*5IGqpkZCU zGf$XPW+(sdUA+3}yvU27n3A|r$n%EbvRdS%C*_e{Z)ToZTUMT|f7)l7rt>rRoA-WL zEHs`Ve5d)rgx{+7ckaKZ_pRP5)q2SV<3F2pW(lRwoz^(@N5%)K^_~V|`yvk>af1&H{#t)Zu}2*Y5u!k^5Tz)%++Tb zKNj5t)#3$wXP$sZp!s;3=ZDO`rdGRbd*FuWGB=9(-dM7Ko6vT<-f2>NF~4k$LE!JZ zH@?q495h)sc;biUkNjRFzWMF@W|M01-*4YG%y72yw_Z?}IHAUA-Cy3XFK@nmAPk_~QfuvPmtgBN#J?y9`Bm|JjqOFek(34BKLKc@VOvn=o9 zDt-T4$iDE;cfDlghU+#G&wq&OuDK4L!3Vd`o>+M=4it+s+cTN9>vO{S$_>wLZZOv` zo%r_djolZDo3i`XeJSeurrP8#H>WC9a(Rz%jrHnnT%7X07lu)og#;J(fD(Kg!+g$GUTJ6k5Qf9KZg z{$J~Fs_D`E&3k{fk?O|{5{sT%`QLu$R zOqWA(^~#B7rop7d6@bZTqH;Pr(>_0GnN_FTa zEyLaKca|>enYe9z{UVE*`hR_5r`%A!xv7%>v!LRXI>Yo=;Tk>V8~5*FQz$y^T6S9~ zQC}#3>*cOY%N`Gl43(al?b=Zi>%lX$*`OKPdWM}>JQs4kp-TH;#o?%=s`dYk69sMQsYQ|oW(_`iw&m$7MS$laRK&V(%m-*-dl>8&H)3OOI+9{5-ksL5Ce^POl}pC+|s|E$bE?Z&Rsn>*I&S$^Bz zEW~kpjjchvSG}sj#5S7?aTf}Wt~!)$h|YR(^lk0_-6fw62_2tY^-_v+hRV5VOMlnQ zldLSbU?Xw56Ed9f;6Np0>}C4ROm$nUn`$@ymcf=1T#J9;|5l%^o8^u7i|qO)-sa|~ z2lvic{$^o~=0SHBCH~tk-<~DDe7aR^rcKV)%;fw1iQl9fQ*53v9g=aAlQH4vL#$WG zw%`YyLOxgI=4G*c&+Q`DKZGt6yO`pT|=KfQYL~vN}%nREv zV~ziwFqZ7Sh4r9j%cm_Gy>fG1*eCC76MlH0v*3Y?MFQLVP><$s;flN=YWsLHHyC}K zt$6lCbMv!2B&&6Yj6^K^lXj0GQ`LwV|6j!n(c zN$={63ndR6-|N)i z(M}DzAS``EEJ5~h7yar7Z3VH)|Kae-nYBI zRC15FpG?Bf+TAZFtz7fhq9w@YN5 zK5Bi(@qTYDf95Hr&p{LB{;Gd}_0+XO1#Zh7w;bmlu|GTW%k1YVE-UrZSMINyUi!JF zR%&9w6%PsFC*fN*_#K{D@Wca>98w?7_c06LPyX~wvq(k8Qm9Xc^R@m5Hy`Fb->jBh zcL~~U^gyu%3?`u|m^7xcngjz%0M6Zm$29tg7G>a{rzoyuC+aVz# z^BVR~^#@;NTGY1R~tDIo@gvkIfIy> zlKZpdOo!3Ooj#XNDXSlvDE#n5XTgy_cf*|D9?aTb!8-rt-5cMFtUql%ayhA8W3q~_3a9q9mBevt_l8(xYV`xlWWoc(u{ zZ_VWomju^*2Hov*@BfZ#nIW7H0}7s3F;DKiT%b3{Lfr2}Yvh(H^KZ*9zB-+0@NxR_ z+y0lC9=-j%GEL>M=j6naf8dsr(Hsj&NXsd6shjPtS05hTke=Z)r)~1XBPTc1|6{s- zTKGo1zW;>>S(QeA_wTlW_|yP2QDZ!Z3v{xw+y#B*sq)l zYqV`mx67xl`a4hkwMoIlXs?aWA63SyD!55~HTdSO|Mu159ge+`Vou%J3mVtgvUwYZ zNA7(5lT8a`M^2aUgRXkeu(qfl$R5xIA^SJo_|+p7TNn}g0lY9F#G+7ZPR^rzvGbzG zUuu>a-Mt|`{esJ(4XV@QR(X}h&Cva4@J#Xgtv$l=FA^?XV_^8av8eT{q+hG>a%iE;b#Bsqi(PROZvNs~eyF}P_~DV28~!mp|9JRxqJsO4 zuiT}-wz3K_Cnp|nH+;@`;qongZ+*5~G5Vc*PozxqD?WX>qjmDJLno6Sy6ku#uUB7K z$z1u!M27qIx!@UdHioDr8cv;^myxu$t@z=Qodr!>?wr2L$>kff&d;H8eYpC86QEwL zn4c7Pa_@9d)2;r4&BG&~TOf_%s!aYG+y3Jvd7xQeu!}h_Rp=j1aM?CJ(O^pB4zA{n z|H}_Q5ad+vZTV<)6jVqHWWmP?n^*e$=xzS~jO75Y^+vnHodu6vEUxlDpZV*dO|#{p z>7RZ6Zm&!`a?n#av}X3crdHjnGc5T0>TTR11zL69zp$0IjI$o7KCjvusi%jf5KYm&_nO!!$lvyrrAxl>sRz%vI%S*htxL>ed3_O*2{NT*T4|*c^cmLUNlso9_CKVmQ=Y6{~FP-=D-ZL#G zLsMt+tPKhGGebq+uerM2Zgu4TM#ZOfg-c(zAE;fGx}!trZ<@-XNa4giD#fncugzI* z)qT7MJv?ylN%@~_!XKq|zLnN9Pwu>5pfbl&=$u1Bao*omb1t3U`|D)yorL#A`-5D~ z0+xO`czgSug#WuaCtY3tzSHaA>aKam?o~%JR!?obQhw)o^*bA(hif_wc0J<~o4lb- zI1#p$K(GGxNv@?@?kYF;N6mleVNndWr0rl_yJ>{a52ZDYArDt?V5@)SwnzF}kBddN zQqSl6ph>0*%|tb5b#k$(_UjV%{WF}Gn7=vli--NtOi*Xy-&Q|}qytO*v z{WQCSKO~a)jy}}?mH1|Ibkgs=T|v`kwOn6q-}_f6s?*l<@O8VVbMF6`;;t~q)bOax zH&D7=;S%%O*v8+YzF6VR6K3n_28oYMxW2m;7hdD_U30lWX^y4fxe4kqzeSz*f6r3M zH!Chrp5JWarT@BTvhT*j)-U8I|5L5d^A%gZ!$Z6JgXZi#j~?89zwo?ftHfak6BtcdLo11#!`HRd!PoOe_} ze>GAZVj_vdDv>S*OI2<~p>K7Ocm!fk!n-LF3{ zskQjetcag`w@mz8EBEvIL#@S$e|alns?DF7tgDsye0j$=`{kN!-1FI_LzdPAK}WI`rzGb^FCn;H4pbGVFug07ntp8qgJf^EM~T#5GNI?Kkp_M(2R+{+KO20vsHFgp>p^hw;(6RywI zA|#~#gv}Q(|9H-Hx?1}D19nf;J~-p%Bfp5|N2VI z>)9b){ru^~DJthf|2gM~y=|=B|0QhCnePg>&12TiKUO!he2?|=EF+p9JSN+hg;z|jzD;mQ0A2Yu;nZqFtUTN^OSSiL%`Os5irI>%c z9MHuXleaY;O(}ikvg3nHqT2gCpP8Rb_{(xxL%8#+nrRl7`=M6lhleH>Fs4ZV-uXss z*6XiN(+lej6dq2g{-JH1S-Fl|EzGWGuSF`4ciGaZan;^?j_upjqPFRA-v0c6Z2L6N zZFj(dnB1^$QERF6JXO%x(#e>^3k`Vc!m9jdo|w|RG#@k|BhA;!-F|3k%?q=LoJXf} zd7kVooBb(2&)DhVqJ;+gq+%}~+68VUfpSHC`=MQ*pQxz|P4O()T=c!w`Qf331rGyu zD73_WdVjbi_vO>qZ>2Rd9{diy*InVG|M|totW)h9-(S5w`TcXI?EAWY+wK}HxT2r+ zr+2ezU*Ef$+qOv$7i}~UD~|>ZfB1{)$#5Hkx_CvJr&HDiE}m@vgym|1R*VHGt%;vF z<6HlBdsEyw+gKU>B|D^lFTJW27hF8?pJ%Ao_|I(F;q&Tl__-GC^g~mPAO2!| zvRC@^9qq~AR++7}c>m$-*TXmBkKOXWeMEoXNs-|CX{s##TGOvjVk{-r$?&|+FAyxd)BCsb#>Y?6^=qPi zn3pflEReETc)cfON0w2KWFBao;b98s6lvl04^tw_@2y@DwLb9Wp-mn)MLJJiEO?r+ zqsSzt@y;&3w#93L_WwW0cKGTN@!ug`@B23VxpyJQ*nVTDj`_xP8xM)=O)Ja)n(!ux z?T+i-^;M;_D(ce9l{I07m+MnRev?51qjZN-% z%`H=YC9sM!R2KV%Op;UUr-kZUr}!cFqWvzHhNh zL_L&2Yx$w6!4FTZEMV1ov$>+DMa@-i^6Z$j$cbF~JD=z1`aSAvd+7jL%R8k*tSdUm z|L<1oyba$?pFF8na(x$B@%-YM`i_>>%U1o6t6=5+t+ud81=f|4x&377Qn^^2$tDj^ zbrw8z*-@kvlN*&ctzEO&ZSvea|5KaenzyQXd33X=KjQeyB>viTM&z8^?@ebeoYoh& z=K2HKGR+@xPcJ=r9SJ*;_l5^ho%Zc z?FlQ9mb-i}S6J?{olo=S8Q-3oPw1)kxNrRTW7(YBUv%qxb&g*%X?Mi2VTX;L+@5AqRmi0#L$kgdsDW@HA!*x}m4!8s@ z{(0bB@a+009vYK3{5V;C`q;*T#}PXUb?z`6@=8(l_E>B9`=UC%WV^Hmz>u-IX2+U_d3y^o-HPonVh~A zAO4tp+qt`b>6dw*FLBSEKd(MZSs+h}L)j8Eyu`a+{vfDRUHP2-M55vL!n)>8pDz_t z-|$v%1dS*>cG$tVc5mF=lIGJ_IU7DdeZ{i!5U63#lPAUYc=?(H!_ExQMuuacLxyJ@ zobDN@ld81;)=5*l-op=$B^Eq3*x_nj>hVKc*stDut?8Zh_j0*sDirINg;ps_9^Ng# ztnrMu?({t+yR^AypZ(49d!CHo-~2k4{Y5`ZZr^oNxML!4%w?&lj#}Q~$*u4)`BjsX zIZqwAZ8Hs=5I~_^z?`;vao-a$=50k>V)sCX^6S>B+JQm*Aw;YXH3DOz0MEW0(QikMLoIM zA-$vJ`i1+we=n^!`P!YmQ1|bt*w;pCp*NPRee|Dncjudn;y(K;W~pt`+4^siQ`ozR zM+N0ZRcBAM&VF`i$KHs8Nk*3o^v=|SDsxa$JiJC@n$gFuGt}xf4>Jk@wD?jyeEF-(^I*Yf4 zn|<`&x_YviVZGhw`8AJ>qs;7>LHlR^|J_kLSwVG5iYM=_(~HXk&9<%!-w|yP{WbCJ z)1CT%8SVt_Jrj8HPRmylUzKywt6H8unxxvVdiX-_ofl?Ov-H|Hv$=y`3R`W+bDn9C z3%X*G&v#my^N%f_Q|!AvCtOey-o7vZG?m|Ib8j^(mvoG7eLzP2R)?94dv`lbJ=&kQ zSo?F*rGH&w*K#$)uYEd_t0BJZ6JycW9m+r1xNmkoVq65Ct|>~?_1|+W;oiJR;V7NI zdEc$xMa0!H&)9zIUfRcn{kE>V-jWcXs6?qqdu63foRdDHYD(Y`s|H`M2Q3q@&z(>MLfnn%;O|{_)WEb8EAT&7KRt zO|{SrjXaaJf4b>>!-t!eTud$DW%Fr@1`Rs<3N2d;TI=mTbo`;7L5^LK)f!-tqImI#c z=SJ3~t)5d>oENYItvNZ>3R-g#ysoiTv;1;HyC#2fz0|TjbB+}}&z#X}ciC-z=B@O4 z9uYR~*Ty1T!IjLFM&|=GdYbh&`)+sIckXfKFX>qk^B0ChoEDy+Iscc>?+fX-+U+j? zJDPsSqxJ5h+G9b9?mOPaPssH+3_UacaZYBCnC^{ip)IXnC63SB@Yv^uWLovapya5S zrB@P~S5J}JQg6I;*^Y^v)@NJhrXK2h##x_T`N(8T8A~qsRR6u3!=tiN55jC$@JUa+IrowVtge^WGxc_RjrDqAF|F+KL==F5u6O_tM?J)n#rpSJ;Xgso!zg zi@aV4S518!@wh1Jb+FUYi@6WBnVoKtO+N%4GW>KT*Fv~#)(@*1!B4$voBsKwN!RnW z%C;Zsa|W$sJHhO=@#oUEOXfOe0&c%`F6Kq3jTB2gcI*p&U(93Rz)~@-akl>`i+HP z*+b{$obpz@VY>TDq}E7(Tz0vq-s47Q+AAHQFfp+!7JV(U?uWoL6L-{9-zS!Qx;|%( zzYM1}So~ZHS9tv5^`Gif?-pL1_u9;NR`JUH2mAJxg>G$a-RM|$Y2%u!Lbtcbt%}&* z7$vNGDrwsmg~VyQ{t4VoJ95Y`IZ+OJi%b=$Y6lXo|5o5r0iEN5r$%gizV{Nq`I+}6FVf|hGD67RO9af1@eBQwyT z+v}ze@1%VWJ^Hxf7O(G``vp30EX1zeUl9Ith2OM31!F&hsT1B`+qYl%`_kpd^fQAF z-?_0}CphB7zWc4O((IUhBI&W%Cl)vEJXC5~SRoNu`Pb4`jFR0&F}EU4Uau;FbYj;SR9{v@niS-#G?Jy z+X_^dNM)`0yY5}b(sa3R!YZex9oQnzQobp2OSx)7v(m;Oy+>)@zUSueul=Mf`fV1M zwRfxS@7w~HtDd%p~Co5>uI z@&4BPcWyOqX)T_s3}$p!>n=38{yOICe^b53>MM`#b((%ge1H10bN5w$2y$1iSf8+Q z!}AFEZh_;641U;nihi@2U9s)$HyQ5gzE<1g^@n~*$FQ4b)QetO@HaHzv0(6i(JMa$ zIjehHCg!eBNObId?g8!yO@HVSQGRceF3)P;CyF<#0}dY9#p8Zxo^m2Ti`l6^LD5r1 zS55btvx6sw`Fe`$_W47AvyWZOSm%eukMXwPO`PR*K zK7E#8Jy$hvt6@mY!K6oKTWY|CvvZ=F{Ef;vjCQuacHJ<(dn@IUnG9DoU#qRtZJE9A z`Sh$UBfZt?7E4cwT0D8G^6^Pe<)>YKz#enN7c}_3?D8L5`=mtvm0QHPtLJIH;oSN6 z5v1zti9TFy=W*M#v8^1aq9vi?mf(EJv95-x-bpyx%Xoix~aXXHx)ki z*%92~^tmCt3cBgRtmM<}n!R0ppib}g0+lzGLff+7m^%dYHN9l*=87KZ_Rd72P`|<9L*%C*eU9DJhqUWv6TXlyS zrTgr9V{T;Y^}MtLIaKil(oB?Ecxkq<{=$1H+(&nAcn%I##fjnb{3bnJynpAk`r9cw z{V_LMuNiN&TE%%nUH)3!wwH>3uN}|7Cvv7%s`}-gdU5qk@BQb?Ehe_>83!e^uev|*?e#3ver0c80 zYjaFl^&Oj8c3eyCsf|d|Tzg`<$Ci{%gB#vA9tYc>zTI!Xv_$G$iy%9@Z%Fe|&`}Eq zHn+e>C@%UI6kLcr#GO`rA2fa@!_MB<{MG!2aMiZ_?!OyKGX$Nl?B4i)>7S)-m;BYf z+GJGkZp*x6EHO9x@1-*mXW!Mo$&^|$=hy93cerJLi=BHuYa%E6*_MqLK5~hPy<=_4 z1ua-G2lX@$oU5G~AZ7dO)`uH^!Skv!3m*7bBuKp%z0=I*y6yR1u8kFq+>F;ZxBqRZ zQ`tO!%a_1AM!JmmAKUp(E`J#(v9RDmfW-b2U1HbrEkx2_Sz>p+r>1GH(q+SWzxOqs zJd$rA!Y9MU?s4X7_7vMwOy90&i`)vf8IPT9ic$=_0so6dB8b2=~M()KS~ zm*;)62@H0BU7z{ZIZy9v?dIajHNh=;#zqep%rwX|2-~tD@9<26Z0L4Q8^2T2vxVnN zx!Hrtao+Yrjm{4l1g0IAEx-K0ouc5Vm@#lNbC#5pW{qkgfZQhW(dG*<= zn^M$gXYO%&lK3|HUHIj%#XNB~#X|hfs|uoudhK+*wH{r1{_#UcYxA)~FV2G2s)CJ! z^k0M+ZycUhRZ?no9b$nDcl)Q6=cn-3E~|NA{PccJTFW6v=fsq&pe2A017>W!R}VUC zi@ogKr6(HQMjubc*g|F(HDoMA_!tuFFVFLet~slj*8Ssv-M7y_FC}^IRr|T*hun?d zb>cPqmj-Q%-DJK&)&0P~?<;!VJXN{Zy=jeUxZh{H!yIkRY=>vGZ3I>M^Ymbs`ZPy= z-Cy{@`!LT@>9VA~ZOso4)E_K3kn?cfRBc1A^#=RDG?`95$rf4E^16qsnLkRBV)-L4S6kBTh*Le5k&C?2(91gskc&7#2rn-!%A@4IqEDtP+sM}ihT-H*yZw{Zk zU;9_{io=-~{+-Ia)9&~9-^ENf6B$#fV@D2&>aMx`q2!^*gLjb2DNS$e4*2-m)Mi~V zcnyV-jHP7Sr@8f~`StAmQ)})hU+kUr;?bVni&|^%?D^)b;#2k*w07f(z}wm>2D?&) zdN+Lhzvs#2$crn&mZ01=TLOMXI4lw%kK%^K0;ru?t82I zaoIQQoqlr3@-IKd{F|>^Y`U`|QcrFFx`f30(ymO|;A>kxik+)3nySN}_(=EH>xWb2 z&Fv1%pI-Aycg_ z5*Qqn!ml0S^C&3pTq9&p8Do)O#G)V4_I8Q7&!puaocFdX%B8StNLi8&hPq!**@aDMZJkH#W}v-zEh>Sw{!D>(2`AGr)nNQ{>sVs`PCzj zJ2Do#ZK*ISVD0X_{NYIKwJLDPq~z;a{A1$|R{C_T{r~4l{GDxeG&!Gv6G(b$sc5wY7?s@luCgEZ->Z@0q0Ce6n7#C%yAxqMMDh z>Aa)ne%cW}GHzGBHt-$xwgjJap)fsV{q!U2%}*{(X8u!oa=F~$mpLp}+V+_@EtcH) zbm{(XpBT1xHPO?8sy3$0Pc7QCfcN+Gie=1_*UyJsW962#^=+Q#du@_M>iVR~=T8S8 zop{d8H+|!?4_soCJzA$1b+pv4hg@bTla}B3<;675LweHxL189&E=_sUWlx!(pTs=g zEj9db_||2KADM6blM}v76FlX{oBHwXlPysz#NPeaMeXjQ8 zn%E4%-xa@PA1xKvw%vPh+meYV)y}4DyzzlctSr=P&PnJs?+)kcgnqy3@BiVw_ao!K zJx`36d(Jtbrm#k6@)Hg1hCiFc`%Nw19kW}u=Svg6-Ph}Lcbu^4`TO2<$tJm}ao>+B zde%h!R%jNS-*eCNLQR!$eWs`K1YfBWYTPNp?3;Z4G2PVj0{1}Pq~9z)wJ6ExQ!oGj z=c@Cqc$RPEeDOS0f|+;SA&EEtje0z1toR)#G1*OOw#m99Ntd;wBKjYim=#Jvu1iV` zI~N{lawqTJj}P^6pH?0(5Sy)_{H^O;W9^I9IobC2W;EYCVz=g}X#JeS4_P92)agIu z+dJ*=&iy?W=9zQ4CqCv9n{3+oI0l~9gar2=T$J*A(ga?RYkqMr-&ysezRO2+?TM%> z=Xa&sh}W8b6H*HAG>+OYv?1cn#|^yGRDZ`A+dQv(7gbZVNk=hp+TO2|QdhmqEPiP+ zS+zIBJo8OwyIXiYXjzeQ$xQG)6^+ibL-z)YZM1xCBJ)a(uT;2wSJjXDruW?5b;?}yZs9*dqYo!Emu2hxG@H*@=>C$48bzREQVt7fz_;Q(d7{34>DS}cEF#d7#$ZnU z52K&wp0ZD$zud^~t>85^-t3RQSG&Z%Wfn)Ae!~0YpP3kA{>E;vE?;T29J4rQY zcFXElk3TQDqbCh2jlPQUWeab(vRQ>?gSEHQf%NTk z!6*6?axG4Q=UNkI?vV=-o&m?!g*{1ETK|7mTpKh30905zR^VQ4iw7QLUw)BIOtQGh34Uz_#9~G-^ z9{LvZJymSAL$gM(YklFu^!ul|%o4K_-iyuL7j*w%Sz5bk#=K*8E!WQx6INu{^Rv;OUZ{IoDLg;sw@#Ru?|Mmo~2&8jj(c5_}^~*32k=3=T-S z!;U%UU$h$wNmx zbDpV~6$`Cy|KE0e3cu~LnpcKT@7tsu*%|rS@6Qxb9W}Ybg?ib0A*UbjpMIu_havv8 z;hbk_e#OSiclzur{(11}^OZgP)k`);UXJ+Fx;DYEzVgPLW1Fr?gAb}aZdEBhr}3EI zrdv}wZS`ka_MMeE4$mGo?~FEGTNJ51EjZ%hA)9wj1utNyjZBz)^Jnej~D5Fh9@>{$x7GDSCTTb9-2%ArS%w)Q{@%d%}>q^7vt^LgI6gtq8Q5bEWdVKds_E3 z_gh5d!@Q^+Pm(*Y>Kl5`Y4v%SXuoio$fP6ZY#;A)TXX7<39r|y(@!t0-q*R+K7OX# zoG25&qbGCfK^a13xmaH?cy8132j{B*G2Z?xs3qqM=0q`+$LagbxKXvy!14ceZs9ux z-`*WEd30q_q1L~E@GTqU4i{!Uw3rG$;J3L`V}D`E=IGFyKR~tK>4JGtrm6>)dgw6qWVxRG zjz2b2KW6qjY|U8E#gXO8{ddV{ zGu}AxPiVtI+l1*2yqhxaGvt&W*%)pHobbiBx<(rCd zCxn+j3pKH>hm=c@C6@uY7Oosk(+#rXTp?D$2N`L)}>#hFQVzcCJ4 zxAg3)9LHv@ccH&U0~V&p8-9F}`DX5G*O|Z0xtBGbo&PTR)rpkV^=X?<)P#Xz@ior| z$oen_OI_if_4ajpCjNP9H0Na4xfJd6O`^py)mJ-a?VVg9ntk_PZ{`2H-`75!6!Wfh z^P0m7iC=|QPE*)@bIu;_Yl#9s)jmGp`;}B+8~yT1vYSe@>7=6(nV?;?e}oJWfu}a{ z-;ajugY~`qpd44llfJ3yPrigr{ieryBnJ2&2Q zj{(+=-V?tjb*|gfgKZ`|wVY?(Fxhr$XMN7om}&5oR@v{dHET&%dR5q#4d-Xa-#ZGL z9Rw})`MYn^NfpCcU&mju7Ry zSeKD_rxmnjz8t(}{)xfvO%eU)Vh&V1e*C}kWcs~J7GbHM=0baGx0H=@XU#M_?IWGO ztk*ag8mc#TzWMRy%>thqpUKw!Q#$9$N-ba38yt+}%17tg${lV#KU=6idB4NFKf5g7 z)u({Q!me6hS)9#1FMn_2$tQ)y_ikFe&pDvKUW|Fm{wSUU|B4J5es33R7A!I2wGw1q zmyvk4HGMv~3e}S-IrL!q$(ih_O7&HDrh-P%_2-nDowJhOaC-ChoP_dk(|C7VSD$7p z3(voK%fm=IMkLiU?Xk+{!bv9~L0iv$V&4(ZqeiJhi`?6aoP}Qt%}F&oXY|#4$1#`MC*0U^Lo%h{l)7Kna}t! z=i}4Qkk#;Mj~zDGa+ut1ci3FZXL5T#<5@GNv&$OQu1SK&X>HC<0asq18t48tW1Mx$ zMMtfi-Gt9X8fy0u-YCwa`hSH4*UYcmer@fRsOfSROP+l=ceQ;Z|I%-dg)XLxXCKbi zoPX@z_Z{_>A7w?qo^JA&O;cIqD;zlIEa(gh9)F`$X!WmGIf;3ZyZGrRRB3 z#Qb9ue*b#OhVsV|TMO6RvIxuVusxdCWK;iFXLe@)`xWnw-TS(>KYp6j(efp0OQjAh z31ylRb%e7@GWk!d&Dy=*p39c(xianXjOtaj%k-F|-u`#}+2gqS)}bFg)6T~BU9kVf z1DbJ2WY2#eby@9THFx+ymfC0bKaZqu$*E!6cQDna`CIr$o?H6`&nHYae=Hd(@4h{7 z#^y&n_4}KS9?5-iH4?T{d5?Vg=Dfucx#!I0T?9=R_k^7m-u_c(v*_FPcb`2z6PEL7 z+wC70b1Pmw2hS3}TKb6%G*A5M=t1^s&-rE_x9UDSIv+H7mby1;-VWZ0?_=r;epYHd z{>=CIGvBXD=`e1wZpQ zeq~DYtkylFSpVXHU2az*_+03nVbMM;`{U->=6NOlpX@JhzH~zfta;UM-P<31o%!g? z0@m)6kC*+JathMAdY<&T{o(7Aa%XY^x1M}b7+kgL>B-0S|K8lwOs@ZUkMHgJd$$+< zm45&B)g<@wlec1dELpi<>wUST33aK$@`Tlo4;^REkFb`7bR_fsrmHzV9EJq zlJm|`dHj}?rzJmWeGuC+*D$i{`>TuC#f5Ovy(z9+n_ibE0P5u1rw1OZ= zQ}BHK?!NQ8Up>#QP>s0p+_!S+H1%%Ar&B}h9Om8aS*^P)(N@>!*Zi7a8#LFpJlwxg zq^2xYc0j}G& z2l#M4w)cJDuzNBK-{rfWOzgK}RSH7PgFLopwAXJCxpa}mU#q?`C!Jpn)ZXPgnD!^L zyN$Eg-0si(={3*z`;CJOuHG@x*6OU>N8JNmV%H)w>NKDy z*H3ureS4`}ea)8qV^F&bKD}sA*>XY}$3Q1^e7KZZ(a9O69ThQuVdpZ?RQL~`_UT@F zlYQiW{KzThdI=7i^9A)4E06zgJKw@zt5);I_~HGUG?xW_#!faJdz)Ho^`BWVrGmz9 zLHE9FYKuO#(5GhYj=H-Cj^tI#rZ4C-4nQi~jRKZSYPj75*FcgQuqw~S&u>$v@O)!6 z_qzvDKJBq&DV1r0H|g!(3)UxD@fyx;ozb_f-iiHN<>kX~LhkLXX?XMa&2!tRDK`&4 z zJjEK_UFEPw=KP38wptN&TwV?Noor*>6$i<);t zP_CZhf(ohMM_FIqzWVHG{6iD*)4e=bGuyhFqYfq+?Yt2D;llo};^zWp)-=d0myZ7W zkuP6z<1bkm9k0+WZ>?n zv2U5iDl^S<4(4|CpfvVMUuN;HZwvQt;s3j|_J#i2_&-PcXI#xb)5Xc79VJo!v84rc zs0?U0v|UU+|IO6aod>@h+kf}Gx7}y)^M=}!Va3H^Im4CLXNagj5!HQj_}Pppu>Q%( zn}>5he5~6fmrMt#J6Q{ej`z^aqS@?lbb&EtwP-?D?m5ZARkW*0{M#o}PSjV5Q1r z{t368>jsi zd_D82uHH7>w?gvxImBe{k9Jgv-;<|6yIfpnm_S>7N$ve-Qc8{BJ7D?6_v%{DaG$ zpIkVv*%#WvP*`qJ>AB3_&gb5e&7e>TZhx47h=t7lkW1NGoy)buH_SN0H^&Rsl~xzF zs(t+8NqWMm@0pWNUTZ1#Jik)~mQW5q=2H&gk7ELc44ba?O<@~0D0)1ofHs&w zgY!S$N!#1qjE;qrfc2*fELI)=-*&piKbFndaD9y0pV_B-T1+zzN$Di=+7wSd2|g>( zF9MY1eV1J{uiJB2x)nN9lWLKO+$L7!oi*W+eg(tXw1fi&w18?e355zbj8J=bwGpQw`QbXt$ko zbiqlbybe%0dHm;wps|Y^u$4> z$@?9)30p!2Dl)v)4!;mvGp!WTtMIq3FG6VhvBlj$!c@W~U=ye$vWcAtE5A0+zVz@h zbJ!F}QG0p$*@FtOr2P1@+|0NuKK!Ts)?_5kH%qUAt~__}+pOSQzvuX>U67&HUt26M zCnNP=`nsi#Kis)Vv|jhk4`!w%z2qJWhP#cfB%u?1*9`+m&K?vVw|skK^IXl7DcJ4M}0lM`=-x1 z&!{IVxr?mbm&|ngKrh`Q+tiD!wO=`abCT_ru6B6Bbib5PIsj zxK9x?_39Q|>N;_iE^7P7%}f@@7f@dzA0YW$-C?^*d_{eoEV0KdyUx%>Dc4 zN$2HCAIbE>E1AH48QsjjX*%xSa~7+fy9hl44y+?V?q_d5Xbi$Gi|-;lxaGfcT%6RF zF=NmEMXj}0WEMf4_TZCw-M01LVmYKiwPx*=ISULS!|wIVjqF}cT%hWE!C+tH#Y1*k zeiww)GuD6(tcdx?cJsLBT>ft#?e%|t2`sKdgxU)Cx@ji%haE~;xvST@J^G_lSa&Sy zeT?0XKfUwkZk+TI?y&R74m&@oEq%t6?O=z^Q{_7kIsf72zB6G(v+vA5cI@BhN&fRq z*wbNQ*5hBrlJ42OIptua(uY_2WeFfj@OIeg`#)~xb=~{%;@>?_F1w#yDG5)bi{(~E zUb@2bI%;i3qP*$yG*H=WljV1I2FPWGp1;6>>@RQXo(8d{{`tzD{wkL=Pi5mZE*n5j zv-zzf_+l$~4EIyYzcBN8KBu%dZv6izK0bZ-Yn#5M*P}DPuzrbHWY>7+&xP#HZO7eJ z48j8(vzAGF?vgSUWjS&6`0_bLC(?`cOBV0u>RwW@NB;CDBiGsu(V5p$Tl|l87M5)c z+jS*1dF^Sp)u-#-uBEoD?$O==x#n{6`CZe$%}xLQBVqfMH>Wt}_Xt0Jlcf1I zWY?yZWvPoxQ-$@dm1{(E?q6x)KQ{5BZ$Y-Z>#X08oA-M8uYsvvTe9-hvZ$#qXRYy# zy3xIfGw1Tu>i0ch(A+3^P0XaXO-{Fyq6m@xuY}9 zQm<4$zsLUg#E)gi`Kqe#Kpm3u})7eIc%x%A| z;Sb&O`Hh_Xn`yIrB_B>MOqvtBW~rX0OJO zzAk57?9H6mn`hSLu*H|A?lHEL00qAD<4&e8%WXm4U5)VWs!cn?Qa6XD8m~4w6b?$n zTFNq#_gS`YD_@Q!Xm*;VZZ=Ido()y2sVq}3dA}q}{O`5e=O^v$Zs?lAjrNWO8@;Re z1<0#E^L!3L1JcIK%zdH#TZ~k2cB|%PTMo0#i$7K!%|6BP-sZd&5AUp^0#YP1lkMr(F< z=raA|Ah$pR^59UnbcifbQtXP-LO#c+B;=k&Ps3?9$J@^7>-DicdOoMoqhN5 zVBAXaGDulaU$$}Du98&mx2H-h|ETFoEqxZ6+EOm}CqYK?{+AnzPc4MT=uJe7UYe@A zRXci(cJzVpzX>&0KjyByIaRQ)C%@{AUw-lqX!Z+5WWUgxL931S%9mai+jeEonw-Q? zw;v$WOR}aP)1Ogq@)I01;coDt3Ey^Qosaz2eVN?RS!Jo*yNwR9Ki0VMFD&-q){hz1 zpwi~9*Jf>4&|F%o9i0`vtePeF)}b(|nyXW*-{1KSGXKjB$L}$)(jXS$oY+6#y(oPF_a0CNf7>h3HNVBsN}=d58ReQylb_!JFgR#Y~W$< z9lLAO(z4WD^FSH!%AQp@4?|NSMdgN_<}c3`*Vk-_&J2TuJ*XV64@vc2drEBeDY39r z?iZ`HAJ6@G(1I&(&c4^V|E1q&nx%5jHaZmFBt11P*v(>hgx20^%W~HG-c0hnd1_hD zhp8XWfy0u;T<+ACP3qA%Cky@)%Hj64Fg&Ms&1w3)oVB($vutmk%03kq7wlF6Dmi-c ztv(-1j(*`^4RXnWda&8PAhWe&vo>wLma_V4igvcqq3~mn^nQ8&+We4Nx;IZv>-jJp zcDq2{ytHRQ&j*M@N}l~X(q;WW6I8~ z*Cyp`os`2G_|=(x!_+iSNGhl=$@<0pXYTWVKN7ZIYS_l=N;YqN?nxEMJ2?b7afmHB5m|03D&<^;qB_ifkua<=y6JpGyiD(0uAxw}~y?cfL)&zu~KAAK3=7hC5C&J>q!708zUHp1!oPMj~?|;)*ojW$clY4D(ukTzzaGKn( z62$(Yl2!82i63e^0@JS~*C%X0 zx1)>a<4JHTu=<`l_xG-IZvCFz(dk!`Z-DDojU6BB-t9c6ar|HXfxNkeoRW_qb!91E z>Rjj8bmikqTGtxuDXuPjyr;K_2ULCJsA!z~^YLKb+`_*SFvW7GtoTdk_DW3_+jee8 zqx~b0FOBwb=3S9IdPDxkTH|$c&d^%#Tyo^|jq5fGCYN>}dv1I$vvY6xyV`>HCw{2a z?~)X#aREqkW9{dVYn7{B=WLm=Wkac(Zd--;oeKNKV$L&W?P(b=~HVi4aG}b?z-c#{O7iM_~GwM2pYI z*>{(^$wOV?J$Lt|_R{IQ&RuISeRG&2p7pksFeG_wJ7@CwID2*JyBqDWwDx-?Dx+D87@*wo%=7u?5{cV%X+#6w6#e@m48y`isG z0@}zH2~)_qIdB~^A=tbW_M z9U*Iu^;&J_2Unctug=)5Nd~zBR=}QH%Kth`ep!Fboh_|vjUiToTNHOzfO!$e?O=7c z)pWZxt7{|DYa@=^tzlM&*WL4e&i(kf`7X!~Sb~5U%DuAQEHiPxefbU#9%vh}cX?U* zpC1X^&%HSeZGEmSetCG;t@cuI*jfdI!AhpbGw(}+T0h3<9-I3$QFa~w>OzpmIY6x$ z>GOZi{QxE2o3Ka-dcN;VV(r_*U+UW~`9{yM`o6~wR)keND?irH|LxVC&HTtgkS)Kg z|HWNU5Ul5i6h_C)vHL4qewlPk{;fmTW?pX>yeEm>0a4E{wSV2pf4P45M6=Aq_1ih) z!41KQAASFuMW=sDwEewd9!lKC|2Ej0UIB{RJ$5}+@9+G6aBpJueU@l{r)JDR*!L}Q z@7F}z-v*#I(RbtZ{EP2_8tb3{sREgeND1}7Hb517ESI-xSPKeFaN9fBc>ATRH5*#f z6t8U-fCa>br2?)Bf;J1U{&44Y>>cyW ziyEfc8|Q6}I3EQ~Ytw?-gSuOzy1#~XvtCPT+$sTWiOQ+(z5YN=H)myLSwH_bFWDPC zux$70Qcvrxo|nq9=DCU9XSI)Vyl;|TnpSTd_Av8e_qy3zGN#OW8j)Zr7SRXS5!BZj z)yJxRoJnGZe9wBTeY&Qn4G#r=FnFytAMB*x8xPd!Y>)ov1l3PHH-4|cd-hulnu3`}rS;G)@N=VAW`mmH=UlxEWmCutl9`HWKA>Xt3!G)L1 z33-o$arEh!7Pr5udfbYPlJ!^&Mn@8?#7)EjQ`d!TbFqYT`QSp*HC zYeCZ&>0DW)6A>sDF@;qO+NxvqZ_dlDoGjKG^!e7t1FLlEHy}4MxwmRvb}!5aIX^Tq z0o+hy-S79HS3f%EbOxlCv<+eWHk~WmbRwd~ZcJm1vvY$KyiLc~l`^fbnWbxbd((k! zIvaEmfuqa4RhRqPG}djYE$f@4-)C)0ZCU)FzF?+Ubk??1XfrSxTq&lDd#`N2G>vzw z?q&7foLh&c%=!?zLD%$QbD@Zg)!$_mlf|}O0cogSDtBWVJhmVjmahUk|N6v0Xy6oP zSbS*Al>{|=^H$zOS6=UX2Am$Yf%8;?3~T?wk9(^UqTL`3fNijr+O%C;Qk`>8fBBgY zj>%{*6apr`fipGT(+Z0lZ^xZCbc3wRtO8Ec{?^&}Lm_8P@i0 zyPGdT&FnOg3DP&F)uTFJdX291fr!5s7;{!u`bvU4e5d``rIyBAN#B2t%LeY5#J-zXEWv)ghKKz1O7zjRi#Swys1!^U3=nQsJrK9_9r<6yl7 z*SuxN^rM+?8$r9O$T5b{aq!2g$G0JV;7@a33(hXNHxGa;fks*OO7Cd1E8B85fW*ui zF2GY~Vcy&W+Vj)A(Ok6jN^<7uWA(SD@m`zOn{%2YUh;iY?n+MggT<#C`*Ti%Qu8-2 z+f69W$&NOQiZ%m@iRP?7zzItG&mKLPh&6P2x9Uo-)s?Qyy~%OtH&1MXjt`vXa6kC) z(vO|VDba3|L2Z0c>h?c|WVl=QX}7p&w;x(N0zq<%9~5N%>9E{Xue%u1@kB{E8@Ht{ z-U@a`__5s&+*aP47Fw~-r0(XbsGeMq9wQ1t@X`n{Jp4B&} z3HCM3-k%ey8y1~40n}FZK8u`jVb0G!UGKIHI^LpDA@l4QXU)TM(-T|3T{2i+1V`+( zZ8=-Efx_;`De!p9?M+`tz-B+|S@#RhM7zZq-mRb9Is+j1Ulg^pkaZPo?V7ja+AGcQ(zH~WBkIH0gbu|h5Tv>K=c0u6ZuZPu+{ z{ozg&d)(HHJ*yp;*@8v@P$FXGw$#a6Q-yDD;%vDF?OC$+Cm(JM2Mxwx3)oe;Gvkgx zJaO~Lww@0MEx6uYZpQolZr+*-5(_`rTW)&W=ulw6i?0_Q!A*kOn`VLn1F4b(1yD}zO`c<~*dMR%%Liq| z0udXYwZcD+EKQ59#}+=p54V5@KjNYxW1F`(art{ct}eZMXxc20;W=q2F?@Yn&bDni zY>U4*7d(zVyRD}RR4lH{)=^#q>Z*c6I_EUBEe%RR&u&dSdu`g;J>VFthm5byy|p0P z?#`0dSVJpVs6usUehs>{X(`yt+_ypFX4^nRzkvlWO4QfQ-m>BStJd6`hqmP;B0Fi@ zm2E!ZXCd|QG~EZg%Rv1miIE+B!zd_Tt<*dxTnFKNjsXSe%>b6=8 z6u?Nz!K1SX)j5nvY3_zqBfFj{vf(JInNTCZr}y|4ot)G4V%t)|4ni(XgKiuB&DsTu zf_qQrgGV+>vz(Kgd%(`lNsQhGs{CQ&xw_F=(c2=Tw|%$;3LRKIziuN}Dp+CkjcK|l z!9VTRG~H`pv3OQR$f371Bh3 zjQ3b=ou<1Q(jEZ22b!^#UdhfpeeKq?dfjW&)`CiDcM4Ay?JU| zPd#W702)tgb7$I3%>fM)=A4EO6o0sJ>)SHBKN5O#bZ12;>jM3+C241G6g_kGbMODpUl(1^PP!)W&uITW z>$^pghj!gCw>@ogsI#!XY-8J!DVf>2m&3F#hfT|DS>N=Q)e2l)IXO?fzL`5Y|2t=x;U2<|?n3{=c^&e}iITqdR2&W5N`s{I#s}?wRh*=wY~RDRlUbG@9ocHbsp0SU+Tp^_Br&b9~=~lnpf{f zt=@li)qc@0xA|ocw6%zzy7++ou|~zLs7Vg*X643C-taFv^8ea|7xVJpv@EHwy>sUE zmDk??jyBKhsRzyP@Oo-&^Xb ztfIpgUQm7Byv*5%_wSaTwZ@#U-41mYmKBOly6*Y&|LbG-|1ah0eC3w8FkML2!RZjB z(e=S(rf9Uyf!GafPnvHt3a(+SOx9O;_?6$={-tqDJv21tv{tl4g8)i&65Q(6U0F!JavTB?rcl+nJ-;u z4BV=zE0rz~#c={^cS&Gm`D4a+zpmeIm~czv4u^+7W90FNMsZT<0z!*=gdf+xN#ga; zU>17SutH#}Sg$e1-JH`E;&(VWI0Fw}&f0hJ14H@W*SQWJZCrUQDh>{D;Vz#oUVJNv zw|M~>UTfeijOxvw5h_Y}{%^Hp?%qT*q#9fFho zr$?jyrj3$DC749hoj$G-M)s`}b|cfy3Y+GKT=yH86QfBedSy_)xBD7b0evPAo9R{2Wj zq_0`-t1TttS#M7e05x!WdzY1z?X5g@DmI=`cv7Ee_VKQ*ySF$S{Zr++T=O#Sep9LV z0)4qJpt+cO@oW#TqqnYhZQb0pHTkI553L=7LSbuK7C*Q!(_QQ3o2ugI~n$S|lhGS zNW6M$W7gX$dzH^y_BGx8`c2z_7i>U%x2ej~thZTLSLr`e)0I+8yy^u?ew?eXarqY? zK6<@M5)V zmLkWnw7q_BZfWbpeN1L5Yoe{Mt)06#x}N{!CH>1=X0WaWCt*N>n920X|m(05R^lR(owwBiH=4?=mDkeJtNl>JqNGO` zOZA)A^;{1>kOpx{am(xXl9Ia;InD}ma)*Nop^a@zMApUX##n2|Sc|O#4Kb(-iLGl{ z{6OH0+BLyO@7U-3$!fiCeQjt)OUkn;?r9ji{8pS{Utkj>+gF?8M4x5y;HRx zf~H`TE=@nRb^X-r^r_kBwWF%T)uT4=e0`KZS?n8g`-jjCw$s6>`rteHb(=Ty_koH7=R;8arEix1 z`)XQoLHGeuiY$7Y{dAT5#M#?6C_bFJwx#@F?}QCSYd_eS>&3o4yngRa(eD5Ijq5->dWA2PzXFJ^2#eTV$HXn)oZ!?>rY^m+;OZUo`UjA-A>3wN? z*tGgf3m`M+!U3l)?VGlA@6@HXr!UFXJcCTFm1Z^ndsTGZ{=8a)Z^n7GE#G}#Xfv)q zeY^5fZ$7-{;?(fXh@Tzs_r|RyuF8x#PSs`$!Q*}s(eXan!crlkkP<-n)@IJPwZc|w z7uLrHZxay*7XbB}K?MNk+ic-g-ZkdAiOz@AwxkPt{Ya2uH7~8S-JN%ZwXpo(Z#nrl zZ7sGL@2f9_dptXRLBIERQ6{AIp`*yTl%01g`_-%7v$t$W7djMvYO^2jomPu=DO?udRJ7aqarb=>6LD9~Y?CgO?3B2UT4NsJ@V3n~}gT z3~*)`~OR-#x0)=X~SH30eRlHR)1w+pT7{ z*N)8kwyHIvIre!gz8~DX_}jbR$N2NV-ZyVQsHe@N4X-TX?YR!T}|dhShsugPI%7qwlwy*^pf*ibCIe5cb*u)k#x@thjg8%(ndAV(g)t@Ub!`RBfS-(Z7 zZr?`fNd__3UK*L&A$*l=IkvSluSO{3O;1bUuV$Qw0xTGdj9{r zymDf8Zqnh^@#eI@e}nhr_t29vQszbM)0VbCTTkB3y53)nvOvlG!>!;~dqGPU=Ke{M zi(k5Vcge1vr|X(;OxWPB`llw@Ugh!YO-J$?HJZ(w4%tmD0JlHCtX%kQ<-uQ94%kio z0IDe81arC{T$q2yB=o%AjLB!g{tsK%G9Og`zImQGS8D$Q_ONwO%U8xYuZ?LAUDr5O z`ysf^q_QSP`;V?%j>oIrf7{!9x!1%nYlnlv-r1=1@$1ifzrJmQ7FEtcTJ_fhw67;j z&3W9z0dnc4k|M$C3V)Mb>JhwPFwZjkH zJSsG4VaPh?wK1jT=Y6AY7;`>co$$NR8I*R}i?#pzre9|lbu6!C_3>bXxV}B5Ztkt9 z@@u?nVxVa!sD3Bk)}pJb`(|&+Xla?M{SY*V`0C1=#SKf2Uh@BT`s{&Yr3sI{e*8R^ z=eFy8!xldkW@$)ipSHwgopWwXs7KzVLv^=!a$-2aD=xU^oe|q+Zu_Su^UiVG4F$3h zJ0MY>_-g<6ciX0`Fe6nK&bl$B^{1EkMw$4*%KBr0A6~y+vR7p#zy0iVoBN=)TjE2o z^&ZnSV}5np$^G?a%WY|C)qeOUiPuvzrafxME2;OsQ6}e9bYj@W)?N9XAj8VP`QMU) z%ZK@&Z8U+TJFp|fC+(Z9r`W^$&}u`0DtH-)hu6b;t1E{>_q*g>T2!d^aO!f%(kG3I zIafa3`SRiNlKobYvIFXdU*DC}r4$n%!m9p5r7K!j-+QqK)NhEJYt_(y7rY#&j&*?` zC%)#$$^^);h0^`dYv32*~k@Yoa*cH%Wg? zxEhtX`{xy3{{1@1k7W+6DowZw_PtHphka>VL9G*LqhnR+iqO{yp|20Dn)+etM?FxZ zX|3qI-PbIaSp6|F-6kg$v6XL46ePdgSo`_bt(SQTS7FWuXpG-Y7#^IVXxUUEJI4*rhFfTQjfn znwn)M8aw^ay5VI4?lG10-p^SjwpuT8_vbJ2@^4&QK78)I+i~W;`lM^;tCXuDUUysa zWli$iNcY!~?%&qbw}AVy9UIcu7JS}l{Pp4TV`p!h96ZjxTQc#yRa5%g=b15QJKuUA z%W-Kj1x0$V$I8g#QJee1Huvq>P|6})mAdEi1NQHIw|-wTjoI_3cGc>4HmzXoXRVsj z-cDaPKi+r~TW-o(nCEAet}$J`?+iG>n`+lX%PP6$ZQbkn^X0?~oq-i1?q;+j$*qW-z57l&~I3Jp>Z7Hum*xRxpY3+wQ zQBnc&by+%n%R$!na!6mB$n*Nv_t!Qid9P(|ZV&<&lgdjIWwQ@kMIE+kQvQ4Jht`fl zvBbk(7O$RMKXxuPw0mixwwUk#j|cNyZmjQn5`Mk#Z=FcP-3PTPry+jtm@=(&jqd7o zoOhSFDl6qgx_?+=UH=#~siW8X`|B#P$5~~0`(7)UspLe05)QW~$3pq*`$UDdt$`MG znUTkDZR)$WsV^rIG+){zt(bV)>e{reAAhV`b<}ER?ag?C2=oX>a5W7wX?TuP*en0c901>^L@X=beHYBKELFhRR`zE zBa1*q=G_TBiSPFRKi-m(bP*B)6Q(RGUFEuZpQL$a;&cgLohZ(FXsN|^cgGtw-Dj1T z&YpY^@`Tx1NO2#jmu+q`jooKW6s*MD>bJG)is<~=TQcT&R=8?Ej4e=BSresgQ{LM@ zd(}}ZomG>-284kPXied{`)hYLYR+91x_X@~DD$bTiK+)TagPOlurLwRzShp)tEvJ` z{a39Tv*!NVDSd2O-~5QJumq4bH|y%E^9-OER9+LM9=5gxG{b2iKh-?*VpWYXB>E$^ z`YniBe&OrqOSjgiC0&R3y<^I{(p9mmU!C%eGEq9Tu9PWym$98hz5Bs~HizD;>57%! zFQ51Car51d4Ow#?w)!RVt>;$xtM^m2*-Yuss;LEK8{L+KtPNfpRoeSaO;<|r;n6j) z!ZPQrT!4Jtg}MIkZ6F!aNL-?()*{v1t9f)+X*Q&yF(3Vodt`kH0e=k^E3B3nYW zA2t_WsXy8OE9BJdEfsUG=Q<^Ta*pt!MWsv^fBlMjT>Ci{8gCttcw4vj&Jx$hIv@q1 zAji8OJiEL)TsLg(@wv$Va@vgCB?tBd9z`q&6PF5Ya`WHN2*_2BdnhW zYYZpfujosw{ZYSfW3im?hmQyI+-_|0ONgBQzWBtYDyt($rh!|uI+8QJPg`A|R=R0g zY1(P8A6hr&xq(xhfr(DG?e5b@>#kh*BQO6Z6;#sw?K$)Kb#`y>i8Fm*&1(cTWnafw zU%P2_ZKmw&GksIRi#r!T&@?&YQTt=z$F0-Ve$<1V9g!Ze#`}fdV*x2??=x#6z)5Y^ z#GsAmwkFM8n>06aBe)ab7O_#Nuc^86$4TF)9`EJv8+Y?1IUnkRBz2wj{{h>CH{=FS*)`wTW zyS8<+BB(?GEnk~3rLA-w@9P}i*Js*bb&S~>(RpXjCY#&-x$`%A1JvvNhnu`r@niP2Z?Bz42ME_TR5}YmwCk zHERW5wx9l<7T)}i>n}LT^+A$c$(rJ~5nt;TfD`TM$n>~#;I?`DxxKH7_HSq0B)RhX#;DS; z|9{Pt)`Wvf%I*^tFPn-b4^_dU{p+ik*P*qK&Vd3yajzF_T4|a1%CD>L9j>`9eju&o ztJcHk(!c8^BcHur+x^C_()e{KxMh%%qWSez(Ce!=UtMJtdCq_En~4*2EbWSE-riOG z_9kXs>*E~0}l~)g1=;3x_z0keN51?5p z-|oLw!SZ!i=Kg;Fi|IzshIrLKHTB8n%Ii0uuxUScYIEyfNZ1(%{krPWhs z@2jBSp|zV%tLeUZ%JFb@LiJH_tg&zAe&QRY^UL~a?Ekvi0^3%%%&*UXqn5JA=l=Fs z({oBWkg%7Ucxj#9*4V46JhQiCxU{@|b?9|Cbgucxs-ug{WAA@`zg;kKJ1FMjT;iVZ z@&0{nPwQQXwINy+v|xMo?C4P4u)P+0Uf<7GK9mP?``-?o z_4V8to6kM6?CisK4vn>vj4KXF0UPK;01|A-(k@2jZaSFirM zD$4Vc|5*6J-i8hFsxqaYjyd05a&*z{S@%mhqy?_6ZkeC|hAm}p$>VyXS6?qr=egCv z@jCR-&7)EigVwLx8h5p|2psiawP4M&_N{^wUwv>C_qqF(b%SIgIM>#>T}$Lxdw%9r zq;$LW+v;CN`Ii<=6#TYY`*$d)ReHnj{3kWtYsX?|YyZ9qQu|!GT97mG$Gu-`w(qZh zvi1!;)vaH*H9mH2eC$ndj(2JKtMyRBV#eQ&JgeOYb$oV%M@=Bbstb)$$MP;W3UQLSodiXzb*c-K6um82R)Vluc zsV+#+Noqm@zQ16y*thEUr%s2j{0>^wTl(qj>xo%q(>E4cpFP!AntB|R?CU(HUH?CW zw_rcm`i&6l`%2f!uD+MP-?RHzC#X~fHB4V!aeCdfBxmCcSE=$^#vHeZO`zg>_Qa20 zucqa4ZkbxI3aK!RgS@V7owjDzkF?2Ry*&-=d*QY*ufOjPQ8b*jH80UAD7je85xnYn?yZFU zU8|yXR_h(w^O}2sz$ZKh?@@tiE)mc~*}CB>TnAoOsHl?AMbOzELJd zP0O|(>+M;P=_qdxgsU+--G(k~Fyxlwr$C73Rr z?eWV_o*9E;37Ua0jiCv?}nd;#rE2JC^)}FTpy5P5hr)=+LnYx*8nk}A+Zcuc*+x6q; zu{e*m`qO)A=6gxWo3Dr#gbe2_Vp|FZt(yy?q*?I+UL zRbIdXa4XNrsP-d2uI+Mt{FtpayH{G#@qU*D7vJ=2rP-#t^Eff=pR#7{?wnVS5OupF zoGwk>w{`aw#f|&6Cf^4&`Py1O9JF}#M7&yg+L?9y-vXJ8IygPqe|-YYca$i^9DhIO z%<8+(xcVz$GZF=FvmV}xe0XbPfohHD9S+a{d7!%eYTbP=-|Px}`z)4yqatJN&-G2x zij4ISt@hdF*2QZiI3GF$DF_rbTeHKt!?)Ihx~MGT+m#^Umzy=$bJg+que%B!gA0=1 z;PThVD0Ww2%vt9IP(kE&W4q8fy}I-#^Z$KbZ~y<#?XS!4*ZrFQ|5N|`e~+K9pI`U4 zfB)aV_W!@w*Zun*KL2!lTz&oV_4U8|_y7BNe*fQ3{rCUB{JQkl{(qlt=kNb>-u~a) z_4fb2+^_rh_4oZl^Z$Q&zyHst+t1_wy|n$X|L>pM|9>5yU-$ECzWx8d+vnH)zO7&X z|GEAD$J68Me}7%R|L?cw_J1EQumAJs_5Qza|Nr@OzCN!0{YU@*zo*Cl|NTDr_w@hV z0p8rqEFugH3>*w6`ZTvMbYMEd%zUCxb9#mg(=!lbd!Q>*1tW+x{fryaBM@WzMt3G} zM&{#vn$!P#Fj<2cww_EjU`CB6lO6wwKFu(tLjS$*)tMMvKMPJj>B(fS01}+KcCqOk zW(I~RDFy~!1_Wqe)H0Z^;Kd{jGJm?A7n3y8N8{y7%dO0rrXO@?5}B^&%_P9qX2Hb3zyJWxpOW$b diff --git a/Algorithms/Expectimax/Expectimax.py b/Algorithms/Expectimax/Expectimax.py index 5828ec4..23d84c0 100644 --- a/Algorithms/Expectimax/Expectimax.py +++ b/Algorithms/Expectimax/Expectimax.py @@ -1,10 +1,74 @@ +from random import choice + from numpy import multiply, ones +from Algorithms.Expectimax.Maximaize import filter_not_losing_direction_boards from Game_and_Graphics import BOARD_SIZE +from Models.State import filter_different_direction_boards, State +from Models.game_turn import GameTurn from Utils.Constants import ExpectimaxType +from Utils.Helpers import get_swipe_directions + + +def expectimax(game_turn, game_turn_type): + if game_turn.state().is_terminal_node(): + return heuristic(game_turn.state()), choice(get_swipe_directions()), \ + game_turn.state().nodes() + + if game_turn_type == ExpectimaxType.MAX.value: + maxEval = float('-inf') + not_losing_direction_boards = \ + filter_not_losing_direction_boards(game_turn.state().get_swipe_direction_boards_dict()) + + not_losing_different_from_state_direction_boards = \ + filter_different_direction_boards(game_turn.state(), not_losing_direction_boards) + + max_direction, max_board = \ + choice(list(not_losing_different_from_state_direction_boards.items())) + + for direction, direction_board in not_losing_different_from_state_direction_boards.items(): + game_turn.add_node() + direction_board_next_game_turn = \ + GameTurn(game_turn=game_turn, + state=State(depth=game_turn.state().depth() - 1, board=direction_board, + state=game_turn.state())) + value, _, updated_nodes = expectimax(direction_board_next_game_turn, + ExpectimaxType.MIN.value) + game_turn.set_alpha(max(game_turn.alpha(), value)) + game_turn.set_nodes(updated_nodes) + + if value > maxEval: + maxEval = value + max_direction = direction + + if game_turn.beta() <= game_turn.alpha(): + break + + return maxEval, max_direction, game_turn.state().nodes() + + elif game_turn_type == ExpectimaxType.MIN.value: + minEval = float('inf') + random_tile_boards = game_turn.state().make_random_tile_boards() + + for index, random_tile_board in enumerate(random_tile_boards): + game_turn.add_node() + random_tile_next_game_turn = \ + GameTurn(game_turn=game_turn, + state=State(state=game_turn.state(), board=random_tile_board, + depth=game_turn.state().depth() - 1)) + + value, _, updated_nodes = expectimax(random_tile_next_game_turn, + ExpectimaxType.MAX.value) + value *= .9 if index % 2 == 0 else .1 + game_turn.set_beta(min(game_turn.beta(), value)) + game_turn.set_nodes(updated_nodes) + + minEval = min(minEval, value) + if game_turn.beta() <= game_turn.alpha(): + break -# Expectimax Algorithm With Optional Alpha-Beta Pruning and Transposition Table + return minEval, None, game_turn.state().nodes() def handle_final_state(game_turn, expectimax_type): @@ -33,7 +97,7 @@ def handle_final_state(game_turn, expectimax_type): def get_expectimax_evaluated_next_game_turn(game_turn): """The function checks what is the best next move from the given state. It uses the Maximize function in order to do that, and returns the best state with the number of nodes_amount - developed and the boards the function visited. If the best state is a losing one, + developed and the direction_boards the function visited. If the best state is a losing one, it will return "LOSE".""" from Algorithms.Expectimax.Maximaize import maximize diff --git a/Algorithms/Expectimax/Maximaize.py b/Algorithms/Expectimax/Maximaize.py index 70eefdf..d961b29 100644 --- a/Algorithms/Expectimax/Maximaize.py +++ b/Algorithms/Expectimax/Maximaize.py @@ -1,10 +1,37 @@ from random import choice -from Algorithms.Expectimax.Expectimax import handle_final_state -from Models.State import State, filter_different_boards +from Models.State import State, filter_different_direction_boards from Models.game_turn import GameTurn from Utils.Constants import ExpectimaxType +''' +Minimax(v, α, β) { + if (v is a terminal node) + return (the heuristic value of node) //using some STATIC (that is, non-iterative) helper method + if (v is a min-node) { // RANDOM_TILE_BOARD + current:=β; + for (each son of v, u) { + val:=Minimax(u, α, current); + val *= .9 || .1 // BIGGER_CHANCE_OF_2_TILE_THAN_4 + current:=min(val, current); + if (current <= α) + return α; + } + return current; + } + else { /**v is a max-node*/ // SWIPE_DIRECTION_BOARD + current:=α; + for (each son of v, u) { + val:=Minimax(u, β, current); + current:=max(val, current); + if (current >= β) + return β; + } + return current; + } +} +''' + def get_best_next_game_turn(current_game_turn, direction_boards): """The function goes over each child node of the random tile node (an item after a swipe to @@ -19,6 +46,7 @@ def get_best_next_game_turn(current_game_turn, direction_boards): board=max_direction_board)) for direction_board in direction_boards: + print('DIRECTION BOARD:\n', direction_board) max_game_turn.add_node() direction_board_next_game_turn = \ GameTurn(game_turn=current_game_turn, @@ -26,6 +54,8 @@ def get_best_next_game_turn(current_game_turn, direction_boards): state=max_game_turn.state())) min_game_turn, min_value = minimize(direction_board_next_game_turn) + print('MIN VALUE:', min_value) + max_game_turn.set_nodes(min_game_turn.state().nodes()) if min_value > max_value: @@ -34,19 +64,21 @@ def get_best_next_game_turn(current_game_turn, direction_boards): if max_game_turn.state().is_alpha_beta() and max_value < max_game_turn.beta(): max_game_turn.set_alpha(max(max_value, max_game_turn.alpha())) - + print('FINAL MAX VALUE:', max_value) return max_game_turn, max_value -def filter_not_losing_boards(boards): - return list(filter(lambda board: not board.is_lose(), boards)) +def filter_not_losing_direction_boards(direction_boards): + return dict(filter(lambda item: not item[1].is_lose(), list(direction_boards.items()))) def maximize(game_turn): """The function checks if the given state is a final state, checks what are its - possible direction boards, and loops over them. It returns the item with the highest value + possible direction direction_boards, and loops over them. It returns the item with the highest value and statistics.""" # Check for final states: + from Algorithms.Expectimax.Expectimax import handle_final_state + game_turn_statistics = handle_final_state(game_turn, ExpectimaxType.MIN.value) if game_turn_statistics is not None: @@ -54,12 +86,13 @@ def maximize(game_turn): # Check every child of this state - if swipe to his direction doesn't result in the same # state, meaning tiles can be moved in this direction, the child will be added to the final - # direction boards list. + # direction direction_boards list. - not_losing_direction_boards = filter_not_losing_boards(game_turn.state().get_direction_boards()) + not_losing_direction_boards = filter_not_losing_direction_boards( + game_turn.state().get_swipe_direction_boards_dict()) not_losing_different_from_state_direction_boards = \ - filter_different_boards(game_turn.state(), not_losing_direction_boards) + filter_different_direction_boards(game_turn.state(), not_losing_direction_boards) # Loop through every final child (direction) of the state. If the child's item isn't # full, the Minimize function is called and the value of the child is returned recursively. diff --git a/Algorithms/Expectimax/Minimaize.py b/Algorithms/Expectimax/Minimaize.py index 7811c4e..b288238 100644 --- a/Algorithms/Expectimax/Minimaize.py +++ b/Algorithms/Expectimax/Minimaize.py @@ -1,6 +1,5 @@ from random import choice -from Algorithms.Expectimax.Expectimax import handle_final_state from Algorithms.Expectimax.Maximaize import maximize from Models.State import State from Models.board import Board @@ -13,21 +12,38 @@ def get_worst_next_game_turn(game_turn, random_tile_boards): space on the item). It continues the recursive loop of the algorithm, and returns the item with the lowest value and statistics.""" + ''' + if (v is a min-node) { // RANDOM_TILE_BOARD + current:=β; + for (each son of v, u) { + val:=Minimax(u, α, current); + val *= .9 || .1 // BIGGER_CHANCE_OF_2_TILE_THAN_4 + current:=min(val, current); + if (current <= α) + return α; + } + return current; + } + ''' + min_value = float("inf") min_tile_board = choice(random_tile_boards) min_game_turn = GameTurn(game_turn=game_turn, state=State(state=game_turn.state(), board=Board(min_tile_board))) for tile_board_index, random_tile_board in enumerate(random_tile_boards): + print('RANDOM TILE BOARD:\n', random_tile_board) + game_turn.add_node() random_tile_next_game_turn = \ GameTurn(game_turn=game_turn, state=State(state=game_turn.state(), board=random_tile_board, - depth=game_turn.state().depth() - 1, )) + depth=game_turn.state().depth() - 1)) max_game_turn, max_value = maximize(random_tile_next_game_turn) min_game_turn.set_nodes(max_game_turn.state().nodes()) max_value *= .9 if tile_board_index % 2 == 0 else .1 + print('MAX VALUE:', max_value) if max_value < min_value: min_tile_board, min_value = random_tile_board, max_value @@ -35,7 +51,7 @@ def get_worst_next_game_turn(game_turn, random_tile_boards): if min_game_turn.state().is_alpha_beta() and min_game_turn.alpha() < min_value: min_game_turn.set_beta(min(min_value, min_game_turn.beta())) - + print('FINAL MIN VALUE:', min_value) return min_game_turn, min_value @@ -43,6 +59,8 @@ def minimize(game_turn): """The function checks if the given state is a final state, loops over its children and returns the item with the lowest value and statistics.""" # Check for final states: + from Algorithms.Expectimax.Expectimax import handle_final_state + game_turn_statistics = handle_final_state(game_turn, ExpectimaxType.MIN.value) if game_turn_statistics is not None: diff --git a/Main.py b/Main.py index 7c48587..a4d77bd 100644 --- a/Main.py +++ b/Main.py @@ -1,6 +1,6 @@ from enum import Enum -from Algorithms.Expectimax.Expectimax import get_expectimax_evaluated_next_game_turn +from Algorithms.Expectimax.Expectimax import expectimax from Algorithms.Genetic.GeneticAlgorithm import find_best_weights, sleep, \ write_statistics_to_excel_file, prepare_next_game_turn from Game_and_Graphics import screen @@ -8,6 +8,7 @@ from Menu import game_over_screen from Models.State import State from Models.board import Board from Models.game_turn import GameTurn +from Utils.Constants import ExpectimaxType from Utils.Helpers import find_quit_event from screens.start_screen import start_screen @@ -26,9 +27,6 @@ def play_game(alg, depth, is_alpha_beta, is_transposition_table, weights=None): return game_over_screen(game_turn, screenshot=True if alg == 2 else False) - def is_lose_turn(next_game_turn): - return next_game_turn is None or next_game_turn.state().is_lose() - def execute_and_draw_next_turn(current_game_turn, next_game_turn, weights, best): current_game_turn.set_state(next_game_turn.state()) sleep(REFRESH_RATE) @@ -49,24 +47,38 @@ def play_game(alg, depth, is_alpha_beta, is_transposition_table, weights=None): game_state = State(depth=depth, is_alpha_beta=is_alpha_beta, weights=weights, is_transposition_table=is_transposition_table) + prepare_next_game_turn(game_state, best) + # board = Board() + # board.update_cell(0, 0, 4) + # board.update_cell(0, 1, 4) + # board.update_cell(0, 2, 4) + # board.update_cell(0, 3, 4) + # game_state.set_board(board) current_game_turn = GameTurn(state=game_state, alpha=float("-inf"), beta=float("inf")) # TODO: Convert to single functions the complicated ones with current_game_turn # TODO: Create Parameters Model + # TODO: Remove transition table!!!! + # for _ in range(1): while True: if find_quit_event(): return handle_quit_game() - next_game_turn = get_expectimax_evaluated_next_game_turn(current_game_turn) + _, next_direction, updated_nodes = expectimax(current_game_turn, ExpectimaxType.MAX.value) - # TODO: Remove transition table!!!! + next_board = current_game_turn.state().get_swipe_direction_boards_dict()[next_direction] + next_game_turn = GameTurn(game_turn=current_game_turn, + state=State(state=current_game_turn.state(), board=next_board, + nodes=updated_nodes)) + print(next_game_turn.state().nodes()) - if is_lose_turn(next_game_turn): + if next_game_turn.state().is_lose(): return handle_game_end(current_game_turn, alg) execute_and_draw_next_turn(current_game_turn, next_game_turn, weights, best) - print(next_game_turn.state().nodes()) + + # return handle_game_end(current_game_turn, alg) def play_algorithm(alg, depth, alpha_beta, transposition_table, weights=None, iterations=None, @@ -114,7 +126,8 @@ def main(screen): def __play_in_dev_mode(): - parameters = (False, 2, (False, 2, True, True)) + DEPTH = 3 + parameters = (False, 2, (False, DEPTH, True, True)) _, depth, is_alpha_beta, is_transposition_table = parameters[2] while True: @@ -131,7 +144,7 @@ def __play_in_test_mode(): board.update_cell(0, 2, 4) board.update_cell(0, 3, 4) print(board) - [print(direction_board) for direction_board in board.get_direction_boards()] + [print(direction_board) for direction_board in board.get_swipe_direction_boards_dict()] class Play_Mode(Enum): diff --git a/Models/State.py b/Models/State.py index 4ca6945..c47bcf2 100644 --- a/Models/State.py +++ b/Models/State.py @@ -10,13 +10,13 @@ from Utils.Constants import WINDOW_WIDTH, Color, Font from Utils.Helpers import flatmap -def filter_different_boards(state, boards): - """The function checks if the possible direction boards from the given state are possible (if +def filter_different_direction_boards(state, direction_boards): + """The function checks if the possible direction direction_boards from the given state are possible (if everyone is different from the given state). It returns a list of the possible direction - boards.""" + direction_boards.""" - different_from_state_boards = list(filter(lambda board: state.is_board_different(board), - boards)) + different_from_state_boards = dict(filter(lambda item: state.is_board_different(item[1]), + list(direction_boards.items()))) return different_from_state_boards @@ -45,6 +45,9 @@ class State: self.__weights = weights if weights is not None else None self.__nodes = nodes + def is_terminal_node(self): + return self.__depth == 0 or self.is_lose() + def weights(self): return self.__weights @@ -78,8 +81,11 @@ class State: def set_cell(self, row, col, value): self.__board.update_cell(row, col, value) + def get_swipe_direction_boards_dict(self): + return self.__board.get_swipe_direction_boards_dict() + def make_random_tile_boards(self): - """The function makes a list of all the possible boards that can be from a 2 or 4 tile + """The function makes a list of all the possible direction_boards that can be from a 2 or 4 tile appearing in an empty space in the item. :return The list.""" from Models.board import Board tile_boards = [] @@ -124,14 +130,14 @@ class State: return self.__board.score() def is_lose(self): - """The function checks if the boards is a losing one. - :return True of the boards is full and can't be merged to no direction, else False.""" + """The function checks if the direction_boards is a losing one. + :return True of the direction_boards is full and can't be merged to no direction, else False.""" return self.is_full() and not self.can_merge() def get_direction_boards(self): - """The function makes a list of all the possible boards that can be from swiping the + """The function makes a list of all the possible direction_boards that can be from swiping the item to each direction, and the updates score. :return The list.""" - return self.__board.get_direction_boards() + return self.__board.get_swipe_direction_boards_dict() def get_board_object(self): return self.__board diff --git a/Models/board.py b/Models/board.py index deb1b08..69f0483 100644 --- a/Models/board.py +++ b/Models/board.py @@ -6,7 +6,7 @@ from pygame import display, draw from Game_and_Graphics import swipe_left, screen, BACKGROUND_COLOR, draw_best_weights from Models.Tile import Tile from Utils.Constants import BOARD_SIZE, Font, WINDOW_WIDTH, Color -from Utils.Helpers import flatmap +from Utils.Helpers import flatmap, get_swipe_directions class Board: @@ -94,8 +94,8 @@ class Board: self.__board[row][col] = value if type(value) == Tile else Tile(value) def is_lose(self): - """The function checks if the boards is a losing one. - :return True of the boards is full and can't be merged to no direction, else False.""" + """The function checks if the direction_boards is a losing one. + :return True of the direction_boards is full and can't be merged to no direction, else False.""" return self.is_full() and not self.__can_merge() def __get_right_board(self): @@ -135,10 +135,16 @@ class Board: return swiped_left_board - def get_direction_boards(self): + def get_swipe_direction_boards(self): return [self.__get_left_board(), self.__get_right_board(), self.__get_up_board(), self.__get_down_board()] + def get_swipe_direction_boards_dict(self): + swipe_directions = get_swipe_directions() + swipe_direction_boards = self.get_swipe_direction_boards() + + return dict(zip(swipe_directions, swipe_direction_boards)) + def __can_merge(self): """The function checks if the item can be merged to some direction. :return True if it can, else False.""" @@ -156,7 +162,7 @@ class Board: return False is_board_can_merge = len(list(filter(check_can_merge_board, - self.get_direction_boards()))) > 0 + self.get_swipe_direction_boards()))) > 0 return is_board_can_merge # for direction_board in direction_boards: diff --git a/Models/game_turn.py b/Models/game_turn.py index 938a740..b7dc2a5 100644 --- a/Models/game_turn.py +++ b/Models/game_turn.py @@ -55,4 +55,5 @@ class GameTurn: def __str__(self): print(self.__state) + print('\n', self.__state.depth()) return f"\n{self.__alpha}\n{self.__beta}\n{len(self.__watched_boards)}" diff --git a/Pictures/Screenshot.jpeg b/Pictures/Screenshot.jpeg index 7ee326e45554788204e9083b4e28a60781c67d2e..36caf992a73ed40c8f9e70bc44fbf58c422d7049 100644 GIT binary patch literal 31464 zcmex=$<%PwSRFvdYWaQ-KK!z}~va+(XvGZ|o z@X3h?ipY@+{vTiv|EDQ{cwTw*63@n1ILW+itY{G$w>`H|qMvW5}awt1(JSZA; z@q>zSQc)8pmzcPOq?D?fx`w8fiK&^ng{76Vi>sTvho@I?NN8AiL}XNQN@`kqMrKxV zNoiSmMP*fUOKV$uM`zch$y26In?7UatVN5LEM2yI#mZHiHgDOwZTpU$yAB;ba`f2o z6DLnyx_ss8wd*%--g@}x@sp>|p1*kc>f@)+U%r0({^RE_kiQrin8CgR5fG1|`Ad+2 ziIItgg_(sNL#Nz~4os{_Ry;>bO1x z-CnojgUE)r(JzBC^6x7IG%GF}B}LyxDj{c_Ukc>5KJ~?X&!E z^}Rnd>+AideX`wUSJp}#uV3ZW{#_ggEOW$UlhL%ZXiocxj(fjPJS^%lx$-c`jo5 zba{>#3q!o@)lL3M+VAIDeY+fZ`R!J2?v8i4dW#|#%rc%jQG#g=e}N-ggZiR<`hS<$ zXX}PtkK6rW`=Ot?585u?lJ3o192pfZW6)w2qVXhO;rTW;&X3XcBL6N~9o_!z>9n;U z&0bw>`&gKfZ+E^we)5y!P#0Z4c>mVv|(lO8)T`>-VaD43Sg& zp<4WyS1fYvrQZ(IzTKVrQAH;)?U=h;*kk1#3;3>e{n_@xyxY$5$NeMM?n!^x-*1y% zzv@nVM#6uFmcESbEJ1HS+pJp5wd7NE_|p1ATmEjUf1&!={*TV%{|rxNG5r45_2c)q z>JR2`4VTm;T-YivfA7aUf8Imszq9WCn5nl&;h=)=Ma~=B&jtVRqSEC-YSl_rmv%b5|=12R-w&xG0H|gi=mb|WYcv)~e@=Q|p>xSF1OA6e=3lx~j8jNZ) znBULR{+$2F{J{L~`RsqJ_F2r1+$L~TiSwOFuT!GwYD2E2CqpcBoSu3<>H5|GP5sC2 zH8tKJ@|G^Em=##OHp5@Y_8x<|!3pVP1DSkQ2_dWA*{JmKb9Yz-}IkBe8GqE&cv(lwm4Qzo7K9c@p+R; z5yL#OCwk0mj~V(n&in7%8vQy}-+T9!_e%wCMLB#vulS;)E3*Fq;{tAz@aOEEd$K?J zf1CVc!9BSTf6t!X+p^|u<}%%bUAJ!Ct$(`YNbTdxIz>e{0#Ar~AGyVU%>L&5qgJW+ zza76h>9s!3ws3vjsn;%jU;S~xx^w>-w#2PmJiA|(^~#!y54ZK*dzkZlhGp=E zH6P#A2p(YmG5gwHyX$V3>v;cgUCAktT=#tQhiB8P%X6;xZSwFC@^5l#s7rEqyo|Lb z_;={P^9D6amvd}f7iE`A_4QVke>0Z7wPK#6m+|^DJNP)y(G0QiNa|JAYI~~93EOg(^^;dlX|D5_P{+pZpyW%uAd{l2+|7EY- ze}79X-eK>HZUT9kvIaZ$!#g+Zi?=sb}4v^w-;S|J8+iuYP%LwxQ|W?E=R1 z`ANBVo48c=)bG+>`{U=w>xb>x*KL^{o9=hTRJzw!b)xcS&0Q)^i;MFT4~r?(@49;Y zPr~&_Kd%0k&Hkr)Vax8<9`}q(SpvAk4M`qAxm z(Dk*+doGu7m+t&+(!Eo4?rgz!_EkOB$vXq*^jv?js$qdv1H%KxTl*OQGc;9I9QVCo zr;#;J_R2ct?f>p?aoJj)!#+<-W$P|c)NJR@pad}EcwsS zl=mXstd8-cc}H5$602zoMFb`p?r~_>vE8gGA8Nw*>3PF?oiFciMZ4|4qPJknmhB%? zg3jA~V(C+fUJyC6pNm0K<;(hump`UIOpyN+^hfePL-XnUe|r0kbN1N(XW&dfw&cU{ zTmO##UHgcCW9{P8pKaC~)z04bB=1;pPtULGmwA8lm|fofs6l;$6(9S*DFN)W>u&AS zx$sY=ChKzI2baUqzwPFV%~RbRtgvIwY2}=L`5N9=jIy2<>o@FCeb{}T?ceFnhil!L zzMVcCy!KS{gh^Zc-tBzfbR_-OKK@<#l6B|erPt-=tk-#Z<;ymQ6oK}xSDd0TJO-!U z1u-7uusrzK^q2W#=@(n=TXvmW%AlmZm#y-$ZP^~4!(U7oe;)s>Rk8W-KaL-d7yX!g zRQx|f!lku~cSbJ%lrlZDLdErGU}Rrp!-Mkm+y65>T=9?PKf{I3{~4ytzW>iSp0n

    V|Bv(k8JKnV z|CDR6&40N6n0?!S2Eo$qUgd-Pl>c4cyM4R4(a~?(9c9NPL$;;#IzF9}AoDr0ertHQ zjpKv<##{G0Z4B$b@rGUVPUQLL<-Nt`>uoanm72^oii{kJFE4ww@xy!14{?(pUX*WmTT)?Cxir)9(kY3Q z$?rDj`83r9@L!f)!Tk6?L(~1O=eyqQ31{p4=&Sqg%gbe-)b>Ru<`<^jJoY@4G1Bq( z;SA-;=M3r|xrGP3I5@SLP~Y4blGyY%dk#-bfpOfvHHnHbDHRHib| zFIutqA9H+m4cEL^&mXLB%F~aW^~jg$7&=KR~`9e6Bx~*7IbdG zG|3d^hUNRS7=CX4w*K!@8_h@O+kee(u+dCi;cxrorR>wIXPh)1c`W5~;+b?NlHmyh zqwVWU_KEy$<#yaZsw*GmdOf-oeO~CN(XnZtbykb+N!*q?W#W$MNe=4r8a7YZ{#}gU zy!^0tf7?9ek9_TmjxWlN%ANA7E9Ul@->HTxCr-TB86?4E+~BD2T$26N{s(jF^sX-c zxNQ4_PCeD>Ui1BPoit`l+Hhu)Tg!^KJ5!!t&$__6|A%JUa_!gicrG>ziiBM^S1mr6 zo)S>c(Ei!<)DQn}EB61W|8V$l9nS~x=&k50;h%sdxR6T`|=z&t$4{x-Mcr5efKPOl1n#A$r_ z(G`7fjoIU@+hLp0yU;U+3U9dx4Mt)9e+I4kN7j+*tXR6 zh{vpD^TmHXI*V+Gi?#%?KRe&~HNNluma?_U*=n8TmFdirS;DrZ-8;sX$GxTZSmE6n zbJAt~>K^``TPNlEVfn+}`E9(1V&iRk%UAeID5}goz@ArmOElEcw(L2x#d_C84R&IG zSK6oD7k+7{xBKJq!?kvg11{$+H!r#w$^31$Waph@CNi7Ep5#6)?nz*dxi|H9SWWJS zw_Pu)dbiE4E*JWllA@IOP_e#!p~8Tzul^+y8Y z59V8j&JVkyd&a<-!@f-9z}=oXT0ALFCQi!!B7bn7_@x@{2Y0OxRi!ZhHam1RccKd8 z_7(Dmc}F&?%n$O-z33o6|NfTrH%A}M=lId~{D?h&$?diAhcBH->$`VBeAfocb7z~M zmB=4DJ&FC^%gKjs|Ec-$e(^0{jvuEZ`V&5Vi;Z$uJ@B^olUvI9$Fu%gFKVzi*(dc! z@W<+p?MLHp?Ybhhbm`PHjqgkM#>VUIJ;nZWX-Cv{R5A~AJ%W$qq_FxKgGY(a=-c-J&AF+CsHx9;n+>( zZH6b7-;IrsUs|^t@kx7KO?XSl$8aQ+YW;{OaMMZfiW2BeizTv_q1ArcBSMeC+l! zHqtM&<4O7YphXRKQGeU(bZQ)aOk7(r@BXn_{~5k52{XI)K4*V&lWfnKhyCv+7SG|^ zxqfBFq6VAzZ+m|DSAPtCcqAaB&Hn9Owc^s0Nd|!y+U?zi550K={3QeU7*%STKm2ES z%zsS3v8wiX^SPc0(Va6dosYWw^o-v9iet`-2bFETo=?2;{L8E^hCeSp@E_*y{LipO z{mAA=^TiL=W-qfs$mCS_)4jglMb=;=M^P~OzF%`Ry{j=`kju))h_cw3Zrq;vV9#?jTs0bO)ly2~2T5oyIc2$GDg-z~n z$3Lk*7CyXb!)Nlkc6)+rvE0Pv-rr^~{r9-$jDxx)m$9-Q4TD>*aZ?HiHwNe;i_x)?sm-`f7rX1|!7^xtNmjK$YW zZtlCf+@wA0L}7c!yo2ra@3o%yTtB{#=f}~H>mTGz*Kbn4B*vjM@lSVb+99Xh(?Xt| z&3Yk|{KH}`d_R6|`^JoCZ}aol>n9mXKUyN%rmB$Y z$Ml4E)q;lN#`wBd*Tiv@0Na2o^;~@pSSQak(3Ajrd)K8=|6a%CGwBukNm|y?9K&RY;5^?`R(z! z#zL3uteMUfSo82*y&mYwAVMLodA;E7kNF{+tNVX=mv)q$2+qHil6TK!VgHNkx?{X{*YWVyOgE#8#xFnIkP==j>1DMgtx`_? zKf}Vy5&s$Xf2#jjg32vj?wa^_ap%AM6Zd~x^ZwaCb0(?<7g4#_=8Dv3JgT4liT}+T z^H2ZM(kDKu|0QeM|NB3K`hNy-cT{dvNg%{*`^_8fpZ+;>o_ptih8HE*?BD;H|0h-s zg_n8J{ac^<&;1Jj&K<7Te@4*N^0zGJKl{^6Z$~G;tXkjsKKEAq53j8qAAT2p+sU8! z@A}@-(qli8|Jlg@+cp1*cE#h5d_7OkuFC$nW98EyE+oy~cT))9kv-%4O{KHC0#tGbn=s)+$^6`#=AGdMhi0|2Yc%XSjaw zKf{HvU0g4ZCa*rUWwB(&%*TlvOw`?srj%x!`D6nM`(+#dGt@u%&+zC48vnIl*Wusp z!hh~h-2bgi`e(hd@rjT2fB9w||NEZ-6uFC0xofR7{#`uspTYcz{LLHrPyd`bkK&?! z6yBB>i@`=us83JaKmD_@O+P5EUaqOX|I_}*E>zy-Mg4DO{6E(@{+-+QFa8V>&bHrD zXb%cs`nr1h!LmB_k8;y>zyDF&b#&dyGto9LSR**_HdX#ZD)H~HVM$^RMpuBW?- zC#Dq6|Ik%2|6do|#{Uepp8pw+XZ&Yq2?nK;0Mq{8ul)a6$IcarZJl_m{*dOQ`d=DS z$Nzp+|IZ-1_@AJ^@PCGj4%h78ueAU1wyY$uOw3)97}vSp7!bEL)*lLfRR2rjYyThK z$$v7|RB7zyR^IwS{ZEtXe}?tV{}~pnEfGEc12t3pjLH9fy`fuim?L!8OrCcsSnDm-+TB{{KD0)BH@y6Sw#XJaA6(- z&U$<7Kf@mXD?i`Je^7iO66jhitLQ2cz=#cp*>V48II*_)KSTWb{|pOM!&l3*{%3d+ zw(~#3`s@E0E(qfcb7?GUz=iFy7IkSb6B%$TMgtBW zkQ4=+XtD3*d{arTTZba_?#STW_UZ zdCJtACwq=~^@JR_^rOJ^$V6IsX=L9of+qT{%l~amJJ2rZtwL`Rq`$mT z8jE(E&(K)Z#h{fPojrRePuaFl=N_c2$%uG-ooVYI&4<^o@4FE8GWUpT@szuBp5Lho zUs#cU_*<2XpMtK=rP`nIE9Dx>L|;5KdNrfl^QGML$^B}^iS-}T^W^o#5TAK80KU9PEh9SUi?C&|V5wC#R#lc(Lj8_Toz>212Y#ZqV4 z#;IwkEC$M1JKkA8{uS;U6`?NaCY0s9@640M(S|`St6VKkZ+r1LV^Pe{1CbvSu$>SASssCywd=_VNE~+Ik^8&;0MBy5;8+{xdZ4J1pwbp79c#Z+9+x zxqVhoYi^>B_9E_L`PQ4f-aI*$ zr0S+UF?M@O@udp?kdQme?wX?+`yCaxF>XfhrtoCYXuBbrUliy$6x++?W(~St-z^K<}thP9Ga)JM_Vg&&ChKc zPh4~reKv0bc+%8WgaN(23w?F`VEs?gb@i{m{%82YvOZnocfJ0VkDK#1e*Vk%s7qsg z#>Ycl8Vi`ZG!}4GZCklK(`AFE%enx7a^c3)tRbfH0;Z5hLn$3|{1 z_J6;uA-}fbd(XS|d*VN;`P!x)`n*}?wPQf;?)%l**FUj8xtP_?f4;c%v z7iV)$bDg1gQq(P)fv34=-ttS0atDQ%Y+N&O*Dixoo8~mxIxY|IuRFi%>E*j|6?K`C z4>|CkU(cC+qK3isT)k@#r80__*p(Xpb zLv8!X-+q4g_x?)nKecgBA?v4mOTP21&nw!PE5ZGy_V4d&Vg1>~W~-T;rQb)2Ozz*^ zeC1bo^y6iYi&}H?GQ;z)&wm-M`8S!@IO7X z+W*$re_nU{Vd<%pi_YfGpC{RQ{I?F9eL!~3&ZWIm|1<3UIp^n==+g_X`^BG_`N#3$ zS+S2_emp8T*fGoFF-zWg>%JoY=YbX1oj2{jct2#5$F+>dpPi2xsQRQlzus3IW4CpA z-0j!Kx4l``YJ1%_Sn~elgZ`N7i;c{tKM3o4(eN>HYC^T41oLNwa962KM^;UFbyQ=? zuiTv{I~K~Qthl<^?5W!NwePq8G5=%uUxa|M>q5g~Lx~AQQ``-(HwX0_T!%@X55*Tyb1C*n}D<4|uExdUC_FcO(ry>Q9 z-wnR5e)-l8t1q=h=DR<9IhkfI-s{Es&WMlwVcfECY0E3GMYk89KJ#>m=9m1sqrTez z1lPZ1{3fsd*3!D}`^$OuTE{*f5kFlu`Ht1zou`g&NzmW;{rmgKDBHDXZmr?u$={n2 z@mtD@p*sbqw3VOD0)~kz$0$oKP z&AR|{C7NZ%!g}hyRr0ETzWwu8fRcZMo!qYN=5dNUdl&a*?CDN8%z9m6bFI+={$qRd zCW;1%3OcRoVPIpBo3aJ87=#B@UW4$@Rb3hj_^zXr)%Fkkf3kT0XNYJ2&)^vKLi;Hs z9v7p=W7xOmN0wWDxNiCQ^8^3xbCUH(!gxiON?l&8mtk#ewIwmiW^=fEwtA0_Q<`;j zTfN&Y_UDsh&TU>5lQo^mbHl1VN_<`R$5sSJhabDPZfDvT!-Y+Y9X~r}i3GY9&2@w( zFvghtHv7j1|1-Q^`Oj&$*5ew({|s{c{~2QaKZ#!C|6cj)_*b>*zwg+p{*u}f=voMg zxA5o(>xFK-*j01wdtl6No81RHLwXYUo>Yaay5>6VdEq}#dPY*gm5(NW=lXWfx_YI2 z*Ve0d9H&_>O%FIcf%AP(M%318{WW@PJ!}#$?y~q|I^Wf6rK(-Y*E`$Y_~viUdUefK zN?!iuF`cuiC7Y7pt-B^a&;8T7^rLa=JFhh~D*v`!HRsJaZ~375rNv*ueRB>AhRIB- zk_jJPLp2y_)aQ_>1*jOSBd{_C&* z48NE{t2Ta!|L2-L|JUF8zl_>9Publ+{naMt_M4jj49+_ib!p$SDOdzqUBZ0iYktc= zjr~{i-p~5a;Hg_^eX7`G=Fb`P-&J3Y{}Bx8>CJyD|L@<){|v`o-(9ij(Z*-{xoeo$ zR74*UekIjJd)`dpqow-LZd=ET+D*Mt3a1*}~>~oPo2YJ&#R}scrX#Jn(e^5)J znswmz#ufDT2DbhJN~*dUF8#3o$A|h~uj(hP>!{y-{+j(tll}J|zSO^Pby1gg&$lLM z%?_&F(J>p^PzAcH${yF>Q-4+SjsJ(h7cPxOJNqU;0}V8jgo4pKKdY~z_qopne)|`{ z@^RYzVl{|pyym;Yy|oBf}mFT6iqcW%_AS(C0``MM%4V5zU;(HA0t{~5Tx z2mWVRxb6MFzvllLWETGueYf~OgLCfvzrXVTSw_~U`2U>#DEIGL{-^Z~f$o2_@4EkM zyS@MSm-~N;`hSG)>i^5Tz5e^l{Xd?{-xU6r`lJ2Z7W=9H7+vK*tS^=SC7t)5;r-?M zkEiS(#=WxtVs`gG!~JFd86Ho87%PA4!oTnztRnS?_Fk!fk-Pgp!+ziY497Jv+#dLM zqW!b@j{0oppYaa}I@O?`Ut&Uvo4U73RZ7U2qk!K`mI zJpHoHuIoSZ;=rTjT}O`wF1zg&6{~mmi?x?_@9)z4fByRaXQ=0u&)fZy-ax-v5Wo{#jW_xb(Nz`+xqL|L>oa-QDv44EDkQ8SWo;-?;cc zgMIj&!#9)nzmWaU@F4I%gYl+CJMM3f{m*dz%72FMA1=c6+4jo+{I&0y+-ceW3=Z%A zGcfi4oI6$Y*xz06|J5!3&#=F(A4%7njQM+I{|pBf|4UDGE!>ar&|f=( z{AX(|9D%SH8U~4PHs1fj_n+Z|#(##HHv?nxZ?F5$@cdQ%?;jb6z>_=H|L1RfF@I{` ze})C+{}~$H|D4;8Qm@T@IY0Z8^of1*Snr-%EWml-d2`tQN6G&g9JBZT{&D|t?2J_c zQ!~v?w!S&f&FU_yV-FD1?myQ5W5$1m3sLX?{WJe@ zO+I}2e+GN;JLl#n_WWmWwTu@PI=E|<>)qN5$g@dv*zBhcs{|ZY`wo; zi{|I3@Y{=Ra_-H|_*Cst^!}>d-Tv4`JM4cre|`T;_N)D$`u_}lf&Upe>h}I;aNf84 zKSTe2hL5Md>|Nq7b>_XsI{tqGf2;qs*ZTiwkO!AThve7SUwFUrKf~ky41bFHGX*wV zpVDsr&(LBY_n%?m{owx$$Nw|@cq;#){q_AX*01V+{AU1_lDAxR&VA~7@Sou!|MmSZ z%CG!q`1qgUpQZaB#b4k5^8K3s&mL5ceVfQ_yoa#sY?n9Ly^r z+B<$&|7TD-d;V|T_J0ji4_`0*Q2x(#_WWOe^ZznxUq1a$^3VR@Cp#AZiv_h3w=U|^ z-t*G|SAz#MR{LB_W6`b?qrn1cNW-`_EDt}$OGV#^5e=^aQg%N+ugznv2)cbpL%c5;Iz7N+XAKtvCYU#?}_`fl$%9a0e z{Bxgme9d!C$4@6CX9unI+amJvq{*)Zi`KmSCVs1Bt!V4ivv<07&s6A~)A+il~gWaGu$Hw`}3Wvoe#mn{JU_?dv^xX8hKx|6bq!pn1_%R29}*mip!Y zr`r7Y^PgNhL%z)a@h$)R`A?!ndt>51K7CcQF7V%D@5_GLjNwx+4ei}?)MR}** zUHf&{oyeHO#oR(H6HdtbS$(otiL%jvxAP^d!2Ld z_ScA+e(_CleAv%_a7C}1tkOlj!!ub9+T|W!d49bK$7g@B8ud+=YfOt*Wd7>CvfXUM z%#_HcHxolrH!z&AIQgnpvp)T9(aU%1ZR|~YKIphTV(|a9NrH{}#yfVoZxx*K9@lq0fu=tDbHmqp2+P<+VQ^mpG@C>hM>uDSDe<(UtaUG ze%B?&d9_oD>bV{sefaw75jWw?ZCmPM|G96UnkFG*79X@%V#kuN-Q_iRg}%Q0&%p4` zPVVKjeFB%h{La35Z0#EF&-x!VxT5nfy2qET>A%JQ&t^;gub29tqE1}eCcTQ_HeAr}@@|7oo|A}w0J-<$krtaFU z#}=Bf2Yu$d@pLw`!k_*6&QbB=xmznsUOa2PxaCHN(Xqum(hHJbS^mww(!BC(=DGY? zf6cf5lsAr(sDCSEvf}v7PkW=o_UPOkumd9Rri%+O(WqJJZn7!1O z{jxvi{K&d@OWHbP$-IQJ_7g6l#}oVGFYW0%_UYBJCownAeehY(@S?!2>dN)&56UUYXX&~_ zK6i34YyaA>`48*FFXtbBl6uiq^vV1XDwKMR-mzESmgK5E589Kv;XrHuYPkc|lN*0r zKQ~X^YTknAKdld6 zFMM^M@Q+3R8A5mO%l@mf^~ih8GndkzCDreI@6f%U_n#E!HQoFpr{d2XnHXjG`{omq z`RDVWzl__{wW6zIVW=AeGXuZZhxO=#dTV|}Kafp6bWdS^z!kk5)h_R_77p3dd3x=; z`s{)ojSs_*uU6xhq+bk zpW@`H{mJXnL!8Tlin7pxO%cZ)Yo4Ef zw>m%X@BN1>-`|tJRwsMswb+M@3olRCJ?Zd?D(v0dJjd){pYgqQf1LMzc)DzAZ>{dk zr+uzlKCkWBQM-3v@Rl#nyFT1!&6@U0ze{JU_mZg(8)xh~!k9c&xo3j)uj{TKy^lqu zcjdlOzWiWM$L-ylf4*33$t-bL-s_&^lsKt8FRfV7?G~#Go;;j!DWJII?V9zgs$SOb zesAHWv1nh-?*p*p7w`F>p+D_EL(P8%#c-{8lm9cwo&ERopVPYV)!qMW_WDmfWq&8L zs(wbGtLV8Z#n|gjdt{eo-%{8+>(f(JAtS3};S7Cq-4}`;y7s(fk9Xz6*UKtGeDl?8 zZbUpVvu?g|-AyXwaq#z5FCLs(`A91un^)Wa^Cyk_nc>%FEq-}E*Klskq7_cw#Ruhf zu1~r$_3a);ld5jEsV0vmO)8%L>Ere5rd{)eO`65x4*l@#-^C>O^WDFxCo7I03$OZ8 zpVFnj>1Ok!#!ctkeUD$h{quT_di!CwJmF{g3m;xv+IMDEP;XRB7vJ0awcCF8l^wcP z{rX1E+sQSTEnMWD?Jf7dR1(jc@xH#q`P}MGb?s?M^{wprpJ#o}XU&>cWwuvtVYSR9 zm5hTfUYvK_tS8=>^?v`u)EDueU#_gbzXh}e&w#H*>A9t<-t-sQ^NveK6)yGSz5F^? z|7mgi$MUZAUw?WT8bq!<<*C~|H87~U;jt?r@#J_9`*k${rs2jT9?MU&re|k z+WgF$KKLJr=6o{i*tK`pJT1!G19~NQo>#Fqo%&eU{OC8qXn7IOiWhGV@!NgyJ#nnC z&Ejpm$92(O!J&5zvGePE1sb4b*DGhM7sr5U^P- zbQ&dQ*2(SeZ{Gh&=gxnI>#yrUtLx%FoPYXjzUoo=Pp_Z+3I^UHPBk{`3C~k5-^MYPAVu4g5j&Z*KfQ?ZyA4<{;Z_jI4Fl zS;*@8503P8@~Y`=HHLq;CVY?2{bc5qeEVtMIR?vf?rXC{&$rcoVx0eP-|YVkj$SJt zuij(w?eGjWykjdjuY)Bfx^W&fd}{}*VD%KrZhsqTLil>asD|Ed3< z;bwTgYvue~5q+=!Gcfl5l(}>HUuOM-p#Ka{`jr0(2>xeqjQ=zJKf{|9{~20X>Mw-< zXHfmm@LTKci^ada1@G2BF#OM;@NE8P@Ba);)BiK56w2eVM;>ksyUBlsS@Aza_WxAw zKsDI@A*1{k(f;IkFU8V8w(vkA`A3XIZESLYe^q=9t(*F!6Wssc@8gl0N&#++q zKkxqx-$HL+bpJL@dDnl21Ihm!&)Pqm{*P7vpT{F)Q~Q57xc_CX{}lh9Vbi*Mpatx* z*Z(ogf8xvh&tS6ugJ%6FcftP*90)^0>JKs5ztH~AFzG+T->GF^0{<@Uc(?z9#D9hf z#r{8+{%2_P{?9PU0@>Wf$U(Py`=b80I_{>ZC8ET-Awt zXv)5wThn);@jS-!fv=Fj@ocwO+q->H_;6Xg8Q@WNRA?=Sm5q4FqZtX{KdNBy>q`_F*gJaN1F zY*0Y{OIQETz|r!b;fv(te}CowY4!hbQUA}d;LQB*Fa9%p480cU{_UFi&*|Wx@izzg zlAtyHZ`b61*8jt1|3qe9J}5=}oHPHA5@hGKNOh%ui2>n{^I`(N5dms zwMqqriZ{*a>mU$&J04Ex>xGjy%n)MXF%$b_QG{eQUPpB15o z7$~7S)&Jr-`JbV#|38ChY^q3oZgTxhNK$?Bx&DX9{xeVhGa$PJl!%Z*V%I5+f47eP zXE1^!qm$46GknmjpLy~>1Bz?b^z-+6+}wZTYxQo6KZmDuxdr&K+X$ZbKed-{hdxjJ z@#g;w*MtAGR!iokcCL0?vQ#&?cS~&k6Dy0X(v5k({L4RBKk+rZ+zUOn`#*!T-cneRD)s&^&#vizK}G7?K=*HL z%0KtB{zDW`;Yjj5$X0E2mA@s?|Ll+WPk6Z(gDj8c6p{LjB>UMP;-A3F)Iwypu0VCw z>X1OF%O?yvhtIJU35*Y^alDAw4-~d(kKup#x}w$b>V5wiD(0{MDPKPAKf|uzFaH?~ z7IkS)cn2FX!k~A4IRDSV_&>w-%k?ibLtZ^UZ2yzt{C|dc-~S8?mS*dJ_nNoyuRp)} zKUMqR)nBY;X)M|^`7DMZNJ~>J-nY;H#5()mzG%<_te4uee^mZwP>9_B`sw~JqU$DY zI%j`>)vx~y6F%HO)Dh?^`fN6=Q4DJV!s&uIq?OI@vztB~|5IWAx77Yb`2H#X8FpX$ z+W#uM`9DK-`;z_6VO<*QCckjPv%ZB-u1jP6c6&1`dqncix)zRDqO~>q$;bQeg}?r1 zP=5F6{&%ms`OiS>xnvKbw|HUva68HW3@6y?fBnk;%c?au=12N}1_jCg46k4A|01$B z_20|jYxXN2KKsvbWch!F{JQpFSCQ~Zl?!3ovC!Zse)}if z=6`Fp|7+TMDJ=5%@2~OkpX8)}1afIC+H<)8+Ox%I+^^$C-Wc%~B^zD$3SbXW|c=)2L=(p$3j=Li@n@+(aBW!KWJnO%Y>h?dWy%+uO zr9WiC!Fh+qqU|-93(Ui&tn^wlMPc2U)nTn1mRHI=PHf$_bN7Vf+4(x}*u0Ll_SqI_ zPCBjO4U1^TdhJ)-Ey1t(0{ZV(`x$_9?(pmodwZAG~;5)SE{L%PNMp^P-Km2Dn zx7#p6ylttZ=c{|i*|?4S^!6-deYbRfv7N+{S)pAbnJUGtp^_@sz4IUB=0!B`+}bk# zK_y?kgKOp=-OCeOkF8W{I(09^<=bPO`T%>Ym5=x(UUjbV6>V9`yT?d``84l-c9u!C zwHw2|d7b8phVA|Pc9PNBo+DR}c(sY$d-wLAyZxFMzuG2hEqx=+Tzj2e>%Md3*PA$& zqD#l@SP|6npP^KH@ox5@yQ$^}Jxz(shem60|%P9+2HzKQ-q^X^^b=`Owp{ zXKuVIoM-R#=+M)9mqoQiWq0P+PfyO8`ZIIo@s-nRZ0omMFFe2O@%*Qe+s!^ldnL^? z>amu(5L@-ff6pe7^S|~kmiYB`t-q*}-KrYhVKLkxJ zfA&4wZO?ZWU`OyT)fFZ11tkp9#O3WH2*La7Ad#ok_l1zFd_n(R!ryT5Rpg*(;(v zQ_H?x+GM=UDCFab^IuneHNAS|dO2I>{hI!sZ4BSu#+uG=UF6Ap=g!QKdZu-E{+T|0 z`03S*SDPXtey{vmt-kf#%odMu&eUC}+?rNh8D@4&c0#M=_Z8WjKX$cV3=Lsm zS;Zi`!}R2h!{27#NI1vRCoyQYfW&b?6OrZUZN@i5BQo_ z*q_?8`q@Vl)%LYoLHG2I*IKST>RHOAv1o&iHc}-}9V3n?y!ZZD{`cPYHTA(U^6(|K zCG(xY{-g7X%}Io$FtbDYPo?;0E)%1x0JW zm|m!8K4!HjTi7*G%Q>H?mEqIj{DTKo=Evs*Z@n)bnRQEMT5!av%|=ZUf?H$CWk3Ga zUba?8xMwk^sp|c-qQJE?Ryu_$%}KpoQn)41wK9DZC~!cy;7g!u?arSY$!S&86nVsT}1 zb?}SM3}fFc*kEtOT4`I9wxMfI%GBB6>2>Zwesdn&y%Ib56R1*Nd>h<0BCAogIa#Ic z8$(L{*Y5lGR)>6(|M)lmKSONz&udenLzVMhe|9+oQNaHwM%7n`RA)83q~TYD~VvMh){q&Dx>vnN_-jZZcoP`A16{P3)mw`=z5 z{)smWME)~yyguu>EOXnh(*3vcyk>@^&iLZLG$mW=$o7__V#&>ych}Y*+P2)wf;-93 z@AFIf&-K^OPS&)#zkAu5U7K|4-s*j2t2h_PcGPai`(M}Aw<_(5kaA1Vz4K?4yUMSA zuVUKWD&`kWYPy}Yt3FZs;r5fC zw-;W|tDhS7F(uqJDE8pmDSt26z5HsowPoAqE&m)k|D1W8XSr^Bl%k2J%M#%Y{3{>r z(hU9eOl(UkD|hy?xnF9}Je5xk;X)4*A=99v1b+Mce)Gba z&5~(?3!^yIcWw8!&0qgKuYIbGEvw@>{%2`F+D_(}s&&~ZC&=11zWw=Z;pL@MUWpwz z@uYI~ANMO^{k^K;SEq_RIWEBa^`!lku(;X(85E`Sf4!N1Cj4B|L#fD?h2Abpf35$a zUaR)h(K0`I&BytF8jt@ijenBe*X7>jI>}7yRT0N4-ZDGm{|pl>{xhsw{inCEi`yWS zWl{mdx_4^1$?vvr`s-8lpW(run@P_;y?dkOZ!_t^p9OP1$C|g6?9`e1UT>d!$${WM z+Sk=Ttt{!)y6&~@ckInzqjk@cFWR;yWzTwY{piAW!{}e-_3M9xyJ`uX*6lvFU910L z@7J&SzqZf5rE1=>*UIbSs}nWeRnu?HwsALH)DrxFY$p8>x6*Yk^_t4ILz<4GQ$pPo25 zZ?~WJ#eL$|Cl}wDUY7i=Z^`o?u9aJ>><{h#$sAjM{rJCATVFoa{hL~4eEfXSui16k zpDp%_)}J`JqW=2f{|r{||4D1eNjO<;S?B+}>w!%u(w3-gKVpkEWo(X4f8Lf<`0q4h z{}rj*dYQ?o_3!J_?Q+FFy)eBz{gYa~Kt-|Zo?1JLIR;5;lPnHOZ$9^U&g7q0;!H2R zS^uT{s?H?SSr&gTeC**2mbCo(c+PeHwVBtq{W|mQ(m`#nOWV$9T7RlgzHa*BOz+Yk zqKkJa*o37<$enRx_;W(^qT8B{T1%}qdTH9t&MQjNaOc!A%{aT$bM@=$xBnS<|14tycjEd>Cc=E=sd>c7J6T}4}?Hm}yJ+`V~OD_4oaLf=SMk-*4V;7%oKk8D+G@x%Fl8q)tW ztY7w@;X=^X>A#oyNBmpfKKnm|(EPu9f64la1jczjYxT@|q&;Ivf`>a#;hQWg&7(WE zT$r_MhZsy?2q*$v3F)^@BUpbdAIid2cNp7-oMh?c2|pjz2(id zYekR#83xOf_SdF+UQOL_Cbi~-=ebLT{Y%pWW8`DjtlstVme2j0&XXsum!6tA2`>FpK zq#mzW@BcUL`1kl9T>lx2`QQAqtFK)CNY_c$?WJ!UbSu~A zg?1HriJgaok6iv%YNnSR9(eE7_3%Qrh-XvhI`cWG@AX8>DA#I5wU$izdHH(LT?wnY zv#VD}e95S(UoNrPbn2y({kwKY)K$u#+BsjeV&3y8CYJs;-&PfGw$!Qh{5SRd#aPqL zJgyN%o-YamPHott{#H@8=I$GjK-WUK4$6xJY|Cr4P=}F%SI_79&+vrV{%@`Mzow~c z_TSa2I{wwh=KhZ<{~6xCzwjz!QP(Gb6Kp2I#2)XHt3M%@|LbS|U)Jm;>+&By|I?WE zpJDwp@WCoxr!D?7)UAH~&-rjYm!hjk_^doo%N83JMXERUqKuTp{R{s0KKh#d%60tk z?en|*7lIpfNCRBRe2XfLMf>jjx$)u;@*rF!^1#*A^^=d+@A1F>r+@e9`n#IHzzYmc zl!JPkSTUJ}7HDrB4opgh*I3l`*%!6}95$m4r^%^+Aq#9V56)occNGc0J%6^WJfau3 zHA|nl!mGC0bJ{1}G;dYUGjUNzB4o7Y{C)WPSJ;1sKibv%e@UtTXV}mFpP_rbwBXcp zYa@LdD+;o_beeOW1W(g^T}*?!Et)SNK1}{pSA+N3Yr6`1~*R$6Wc> zy!ub-s|+*NuKyACz5a`d|9^%$e$YWvXxe|v)t}if@ShzUQd*EHmcw&|bj_Yw@5i+}sU8>ZHn?4S7e z#ZlBuTaD_G>xvJ%xnHklpL9EX=VnLEpo!BCTF87j{HH5))BE)HDd{Hbu5GK;D|}@5 zpCNW7e>!_<-RcuxR%v(rJAQTli`0F8ZvSWKUi@1=>_5Z8X}>?`|I^zu|IM%Z&tGdV zso%Wz&;O|GTG6BR$*=BzF}h!u`=8o1(H{ka_!L*HucfBxF{l6~{qKl8h+ zqwpBp4>grPJ^H7;NZFQfQB;HM*8XR3*8TqM{-0R+n_octgMKfOJGcE)oyOaYb=t@d z?0-`m{jV+h{n`CLcG+(R?XbD}-NSZn{*ym}w=Twne?vCu#;@&vdA8r5UH`G9KK(Ly zN7jUDtNSN^EZ(|k$9iOgHh#_jC7Hk944f9uF9&VNx~uT5bpPa!?%A$|@yG_DgvNaT ze|773Ilg&aul}gh4yA1LKd?_~&$W`7d27Gk?q-QRlV)*cf=8(Jj>Omfhd_rJvs|@* zk+%TDkY?3f!GsJ;8mpFXdMqZ}HylirGY{}b>H{@3>U{O@nzO?!@} z{=cNx+rPhE|MAq*{|sSS_2;jCH}+qD{HOPpQ2igs()JHgY|wzIHu&|Ye#&mwp#Kal z!Xf_|7Vi4|@9%cdz8F-izNRe)@5mauMk9AkHlX` zF?O!y_7zqCroK!l^1QIrqImh)y#A&C8P4po?8yx4br)Y$yX(d@f|>n3xS$fgH1bNS zMcekH7Q(27=$p#_3`T#P|0XW|)BoO0S9B|SA&gmyCZGQ~{SmZ=u-Vq7vA*VK^7T5j z#aW_<|A_x*m>Bi^-~M>e{)BfL7*jFGQ#9-4QBItyX0761fvzVfQGo08AI&^C7e})CBWm}J;ZkKqQ{c8C~<0k@vuA<7w zjTRL4W3&}#WunJXJ#}q*P~@FJSJ4glHjneqTCu2$;p=_Wv(;jc7W`*GU*g69Ytdn& zwU49hg^xQJhkBmF=g;=v%U|{V+5F@6#ks5^f$abL&z@@T}S-COr< zkM7oGDK9YXL_Nl zNZ28G2GN?gc2(vr-}SdjwQuMuon!X+aq^4Y@*82Y+mGn8-SJWEk8LotI5TmV{@*XB z*k3!yx{BPGtJ<5=d-Y;l=#(dduXwFc_CeZ#Pjw@u7+F7ePkL$XqyG$@Mwzem#NXB@ zZ{w+pxMFtq#`lBC@h;a~ykiMMey*8NT35+5qASU zf7hk|d-pf+{dA%QmXAM+Don879lEse1m=eraN6oXVB^ zL2Z_IQ~NxbL~gJd6&}-0KU5IwymBS$9xS#Izd?y=s=V{U{1MwTbe}7+Bw5R9beL-EFs+(2Ym|O*1&L1ng$A4Kx>C!FV>qYv$hu_Qp z;CN8KrEbcjbw_SK|A%8MN45UJ`k(6G>c3u!|I2e-_v5v5_x&%HaBF)UDR4;fxKhTT zT51m}kLTa~&v4zd{)=(c*?UaUbLWZ#Moa-Y3WU+i|2JrvX06_m&7f0L5@Fd`-n!!4 ztKUceGYF+zz80f@>)-Jli9Z`xD&6}QEF6EmhKo@q*$ zZ}#}g^Xs#o?9<1ytu4S!{LSxmv9?#Aw?CUWkG12D1LuE+FlUAX)v^a3-}rTX!}Uou zj32&U-MQ-{@0nbgV%I0pY!Z4qS!chT%1~$ey2Jofvl@_DFc12TDdZRQ?2BJd+(g6 zY3q}ZtsOqcvkT6@xb5)gQ}(Tu!Mt6CD>XlD-SwYA`RH&w0;(a~#)N^>;~S_2>T#Hs4FnRUR#^7qwAe@nhA!L$-F=9=)4) z*4xfVFOWDU@+)jT&V2x@i}$!pTkhy866OlaJFFNjiQQc2EwXIyl{)V<7IobKC0S78 zk9|r_%#Y^c#B%-iFP1hdCnP<4TK8#^-J@SJrS?<9f8>9-;I}cmPA%wPno8Hj{(I*Y zm;9@)xA$7Qx<>t@>%Z0IHP?T6W_R8Tp1I`wnIr!hitnxZ&v0nYNBckj88ZGeeE;VE z&)mm-*P>NQi!?$58yF5SUz)b(`osK&(thrWrdsEKog1cU>P87Dl~wd4GDB*sCtijXu^(qw1(zU z&?$#FvFKyuBkR^DtVhlEl|SeI-u>0RF7i+5i*ulTqjT&!U=1N`bUjK=+OZzBRirdJV2uxCS{|iIx=#B6(!QkZ_)z=K`3g;48Y|)3sL}f)sEy1G>+F%e z61HX6q;rqDG}g9&$~IiM=Blem0PAVp;NXoNM^jhai*}1H^hi%(`Sn0<57+#ELcG=g znycpjW3~Tr(Un2|!-VYnU!<>q7XJQcIM)Be!}R?x-dFWMME)~8b`@c$KjgT+{z886 ze})6gK?lb?RJgwXh55?=3=e|;GxUlCF#c!YWZV0n!Evwue+H)cptE9Hn&bX6EV#G) zKSQJcKa)TQ_CG38-~Y0Gwg1Ca|8emE+rO$HF82095547`o+mjK1LwzSESl{3;@Iq{ zMgDJf-TyU-*MI-H|5!f~yGyHfiv85u(|@|YP5zhueg9{EBuNy78s7r`g?`un#Gh&Z ztiJj`gTcQ`SL$CVf)3G{{U-y3v#39n|7m>De+GqNZ0P1IU$r%Q!m3*DZb{uP+Lh+u zzmDO{`LMZ+g5#W>ibLl&8tnhy1OO}~#q$<%PwSRFvdYWaQ-KK!z}~va+(XvGZ|o z@X3h?ipY@+{vTiv|EDQ{cwTw*63@n1ILW+itY{G$w>`H|qMvW5}awt1(JSZA; z@q>zSQc)8pmzcPOq?D?fx`w8fiK&^ng{76Vi>sTvho@I?NN8AiL}XNQN@`kqMrKxV zNoiSmMP*fUOKV$uM`zch$y26In?7UatVN5LEM2yI#mZHiHgDOwZTpU$yAB;ba`f2o z6DLnyx_ss8wd*%--g@}x@sp>|p1*kc>f@)+U%r0({^RE_kiQrin8CgR5fG1|`Ad+2 ziIItgg_(sNL#Nz~4os{_Ry;>bO1x z-CnojgUE)r(JzBC^6x7IG%GF}B}LyxDj{c_Ukc>5KJ~?X&!E z^}Rnd>+AideX`wUSJp}#uV3ZW{#_ggEOW$UlhL%ZXiocxj(fjPJS^%lx$-c`jo5 zba{>#3q!o@)lL3M+VAIDeY+fZ`R!J2?v8i4dW#|#%rc%jQG#g=e}N-ggZiR<`hS<$ zXX}PtkK6rW`=Ot?585u?lJ3o192pfZW6)w2qVXhO;rTW;&X3XcBL6N~9o_!z>9n;U z&0bw>`&gKfZ+E^we)5y!P#0Z4c>mVv|(lO8)T`>-VaD43Sg& zp<4WyS1fYvrQZ(IzTKVrQAH;)?U=h;*kk1#3;3>e{n_@xyxY$5$NeMM?n!^x-*1y% zzv@nVM#6uFmcESbEJ1HS+pJp5wd7NE_|p1ATmEjUf1&!={*TV%{|rxNG5r45_2c)q z>JR2`4VTm;T-YivfA7aUf8Imszq9WCn5nl&;h=)=Ma~=B&jtVRiKK>8AU*|XfaZOzF zW6>jJ(HR>{c641mFPFXJRLx$eIg<)Fj(ISA|D}E4KSNS{N1VZr-UqVTAs?r$|GTm> zcUA2?NxQQm*2$kHZtS?~__SXoZSSWBE{*lQ_PO?bcBioVLjLB$J=*q&)!|}?{Z;&>I#qR zA2puNn6SVw&hyrjUupX~|90A`{n&r>m)`P+{W9*gW{a09d1u#_a_dYN*r>32qr9=^ z@v~Rjo==>__@!24l9gM}yHhI`OiQz1sG9Xd_;L8#;E!C7AF(Z|lg<9maC4r-*2!owXnfvIyz>nt-rcHljFY-$Mmei8ZcT^_- zG(5UPWz8zHW2+W3FdkSRI`NW8dReF|%Vxs^%vUZjU5sb^ll6C1onlOl!#PW0Fx36z4tyO=#_CG_%yWFM!&Rkd6KIz)y zOpPduAoYG*b7r~17YD9y|6~4llMQR(qMMOFwtHRq68&PK$J0so1Z_7eFiyQy-cUGq zx1UwY_4<#}kNXcw$0i4S(C=NJv~wC~i+EXimCt79-970VA$^W#!$0c3S^FVAT3^LZ zZs#S{I-gm!Z#sW!i#h(#Whnk<(fzIb@1n21GIuIo=q*j_=iO5Fojcv;;HkN->HWnI z`WWPo+}rx{+b*-&AMziBElyr=w%m4pyUFg`yVLfRPI7XXR3jw9{8@-y)rNzd1kVBm0s2H|3Ac zlfUv#ZQm8$x9_)9M=nvl=aL({1;38b=tbU>C!dr=m@1IjsTTFx5hvb9#)0|2HDl0i@(WU*EO-f zrR>r7%eB>1LVcrKaf3?fDgKqIT(&pDU)nO%JpLU}cXm=u&`00)P8-wur7yn!^LAZn z@^PD9f%~-o3<{PB=1l$xi?>F8?2%Lcq5E6>Rg~|)wY=}vFOS^XB3^d8f!pS{aNZk% zK-I^8FUIB{Ki{`c@`r8dl3TB>$`-D;la;B{DLd2mqLQfe>|#ENjm&?qt+Rj3wqN|% z`Wvs~KkBtEy&vWFarO$uowuKfZr#D=_S2Ikx6h|mgZa7sjp&ExCO=-^WgazcZ?^2S z*$blAp1-*y_N3068$A}bA&IwTPxU-W+wU5}${51H&cJu|1OFf4%g3zp8b3ORe0aCC zPfzl&5??@qA!Xs9iJb?SV%C5%_Pe*bE)v-!`^)c(ivlHx^^_Z`1-mxSHwj?*54}x3JUwVj_o7#fYd_UJ3D(SQzFl>q z{(;-d{|pCR_oObn^@H2%gH5>L$yN97Eq$|*d9vu9tOLe;x97ImmTh0E{ztgnY3Jq- z{GEH8O;Q!FY~@(cGO_m&i)G^5nI6AZF5sVT!&;fXyzbI1(|-#~S(h%|->o#Q^7#an zLZ!P*XUi*3yFSdNtoi&s7$g@c4l#1UE@&ho4w?xbM31kLtBj4MxG(7slsizTWyEO@845{&V&>gOARW|KNUHR{Y33js3sbrsm3? zI%_{!Ww-Z1CH+%fXNu0SGw-e4|DS=^{e$|y_W6I7-22b)an=v-Zv`LBCVy0Z^lkD( z-l9jp?j8E5o~g3A)YGv~ys+ui;Z;2!D%P*t|FCPHSp9|iWA#5IbN@4(_`>+Qp7)>O zAM+pGYhp6xct6U2oBMX}&YjcrH^w+`GdQ($vq~1f&SHk=vrhkAwI}isKT8eYwLhK@ zyZvN2XVOZ#T8Ad-v?!nVTo3 ze?Ig=V3(bP$Asq^*1tZ+?RJpYtvkG5%ub=k9%EUn=9 zcaNRt*ki6=*%Ig=Gymv$=7<`PAN4DKSO@Rfxq0h8L-ASn^JnafS*>vFfx9ZhpX^8f z8E#d7EBJ8zP=C8%#e9$JU#ow&Us2j(7|Zc3x3tLr)Pm@LNcdwVt{&2QDJNuD$uj8X0rZ++16<3Ro2P~)xf8|=2P@#OtOzQaCQ2yqx zU)aw4m{p;-D7jIgFI>&|&F!*(CXBDl>$lzSlMc_+wNZR{? z^M~~->(l=;bpPT%`k#T@d*#asd;1orot9g;{KUgqYzbZy?&P^0Je*LX%q*J!SiWhG z_PQFS>n6VLo*TLj-S(aNcH5y9IyaS7{Noo|-s+hZ-!=j-O(eY)50Vg1v!hgGaM)bCorDtCI`lI!9R z?)T2WxnHJ~zw4j&hx30_ZY??UHl1}NH;pFy=`Cq@5|7TcyZ$o|V z`OfLH?AzbkNmPWKwC}75>`3Y3OX<6LJMH4XD{DXTC;YWor~i%X$Ij=@%WD+>Gqlv_ zPZYiS{M-E7#=G_R=TF_-zqjZ8+e>@Q5AK(?-&|+$N?!C&_`~@>JhytzymgMb_FKhU zi9f5t4fi>@f6{m?TWP|0tL~~iug*WQ8i^mJ4{sbP$})gMr#$I8FG zbdXQF2x>i2h8aKpXL!5(w|zzPkvf&hkJKCALtvVRdp0+oY|@T4&QE4GXT9b2*y7z8KjXgT_67gW?dMhc5&YrU`NM1v z_14dG+kHj7M_`iQ1Lo~EZ@E@2n76yQaZdQ6iw^SKbywzZ&hPv(Up)55+Ih@?ab3RG-_>?zKgy1l*t*^J-MhQ9W~15iQZmxv9 zV}7D+MnxVcO@Hw}xX=C4PV__G+=sSCjDKe*W^Fq$iQ)DY{u$eoA}0B-RNMAq0sr~; zw~W6fee`dsaV~x&-@YsN+WLntQ;gm7Gq~?Y$UILw_}Pm8Vd_cd_a!GE=Kiy*DZluZ zt)(V)jr)emYQ43}lOB{E`>AY{{_$+x+=~wKv*LN{IR1qGIQ(e++t@7Lpi8HoIeg!B zZ{7OoaZj25T-s(K@t{P7>#y(!`!bpJe{3QPP<5>Fk}&a&L}IQ{Sn! zZN&oq)A?=jpGxM*|7X~ENdB+3=&#AHB8)!||E|0lbL-#5syUyJotAytyXJzBMT#KD zN%;>di9f<`#tB{f@}EKA-)Xa7%VrkoDdcn6_#8;inRr{`N$|UMYxpni4eDa}GvP<@ z`?5A)9d z3{Sd#|LbD-G5ulu+uV=xN8^R|m_JOaA7srF*`;6#3^<^p@Xf zb!fJw|0;DvQGZn{vVo;{%Sum z{uBPAHnXx+=CkVEQxPk(yS0}be?Qe-)idCxv7viP%DOF_oGwhw>^F8xh z^}=PDo49u`wGm0+JdpQLwD`mekM&FHljb+gnt!-f==YI(nhnvff9=T@ih3fpWjlM> zHRawn1s-oi-D4WRSdySTVh+T}M&+l?4DCYT+SJmzQoD*Np!4d&hOyq0gSGcWA^3>tJ_EZDPC6D`=6oZa>TZqhTZA&m7jAh zx4dV+H#+`9PsRLy?SGU1{hs`vp)bUqz5Yq$&i@SSul;AZAhbK`^U@&Cccm*9Px#N! zl6>Sp!x#J4^55^w|5Mce!_CJ3KZEnXjsF>HPyS~(uDyQI@>}P36cMMiKilr%sXpg_ zg8jn(87};1SW|z$sQ%+A`-c)A?f>%sI{x>&`hNzQb^E$(*ZgkRvgAj%O#|IMyMAeW z+x$*u#S=6m7NcA7`o&`UIa7Peg}guht0MOv|D(F=h;@qQ_P0jn3B})!udTXTY2Rr7 zL{R^4jr?EM?D^syEB(5s#BFzv&c~>`%7+Z{C=H`j?hI@lpLRS=0XC{~6T(Gl;vRa-&KD|1R$Qmw&>3^M?DUf6koe z-ua*5Maeb$_kZU9iIqd)WnOgu)~Eh+zrw$BhwJs9rB%wQ|7TcuIpROV{!jHEOHjF` z%U$JfSwktPVW50+9h^_Per0cdwx-YcpP;|+ ze};<=*X-Y~wEyu|{zF&A{C{0+pgiLFpW%4+=0)8bHd∋R?z-uFMht8TKvt&+vFl z{UOaq^}jTvj{p6t{+~g1-MKEkLnj{FquP4$KLf{dP^2x$mj8Zb{-3hlRvNpxm3#g( zv;>2)W`Jq`?^pi+tlj@8%~Su+u&8lO{r#Z&kGI~uSoB6`khm?Tt-1VBZP3|w_78Qh zDc)A}-JdyeH}m{`w%IpUAOFMopFyFs{`G_Z3@@}}DqdY)>OPC_+>18{F1AM9*&H60 zdS4mjPpfSC@BjS&>Gh-Vw!By`{@Y#n&;5yS{xhT}?w|hI*alp8b8M+sva@SgE{JVJMKZE%b`I|TLpZ+;>9>uBX4qps*_k{XE=IV3Y z|Agj)is$2N>L29Hf9#rkG2XYV=IX@P@@TchqkVk;8BT02{?8D<_CLb{)v~Q;?K`J6 zb!n`W01qo;=@^7h{vrI&QRqLz^@INzE`;q(+B5&a{7)Ry|Lx=d*R=Iy-+zYkx)twE z@9*0yc_GkM^r5_iNT4eNE*$Yg|38D$*7JYs_Wx^`dMBL!L;OG2?D@a`*8gSH-m!kO zorT7tE(Tm!8#U#{9gMSo;Qy1w`#(cG`+o+x*+)MFQh3Y6Wol zE6`Ph@o7k)YwgUB$Jf-z{%4q&_Wa-e=>H53UT?Fzepvr!P&#}5Z{7BP4O4GjH~FU) z#HF!lNg}R_KF%M-Az!;b)ic$fP>TQc!~Pf7bv5h1cYiJ3t@qFBOS+@0NO(&vWE3Au zaD$wc{9yl|uIu(+fBk3p#S~r`V}G#zr|7!+*I)lLd|_GlXy2J14;FQ4FyO-LSCIhrse!Jd z-_noEZTwLF&vo|vUw`xeGHP#Kr~TmlpKf#eufOj9VhYcWx%^|MhsL6=iLKzV>`>kE z;H?+8%%1D@aob@gF}pR@jPLx|A3Jc?uX*vS<`DPautS%Eb~pJKbR4OAFmFz1xAyMn z*QGl)?QDA{royQ>!D>$FlfrnjA9G$+E&9)JD0sz(U9E?gDBomw`R~Muz%Qn6_Ja!c z`8WSFT=%U1VjSfqv+Bw6;?0Y?w2hj&G!`&{FiJvwE&Aji%YTLmF8jZJsQ)6m&ZqqM z?yv4;v42WmoNMaRSkLhb7M@JcW-q&!WhA<_WkdX)!aGTUsDXvz1Au65LkA=aB`nv-1e&*u1rY| z-IrPRviRh$b84%ntW-TM_ctdY##wjIS)PkqiZl;~$#nJYdf#DiMC@7t!<1=3weInk ze_dCOkys^nXm#uRjMd-eP1e+HqH%hzJ`Z~Z%- zBk^bBirn2B-!~m=lslaJk^A6wVUFbM2|RwrDtX=i8ETChe_i(#Ub1n`#9g}#PHmdg zWb3$I{$u)~YF+cg;Z|+)SKRe3&gPuvIz#WIs9Q7xPjk<_<(H;^tG%u_@73qSpFPeq z9m!K*`OmOgu_3{>??K_4+6?9!8H>8uU?qm=W8`>RpMaK{D}T-hMO? zoy%TspViZvo2VoH-teLOm1}e6311a8*W6zG_iFL{D~z$cJ>APHysSHvdBPagY$Lv& ze^l>v=+Yj~mHU?R6z@7MGl@lW15e81p76C_b4*nwuIA5*-4*kxZgc0Vr&^vx$M;7| zhzp#~H+DA3mFX%7ZC6^nZucV|L)NWx7*tiK%n!W&<=@s5*V(k%H>`SCedGP1>)*ai zd7H4POPjd>npc@mtyt9c+xT&R1X=+jiki1F|M)Bs33T-UNBExk$FEP9GyXVtd-Io* z99y5d<-oxAUUv4mUO<4A!+ipP~Q2Gvq~Py&KypE&2oy5>i}2}a9{cvif4bBN#WgYSuB zg>4pZWBU(k>kDz;(4YCPenU^us`aX{kCLkKe6)J^AHZx2gXbIIe$d_{~50+nl-ktG}F=pBjB#xq3gp z&$Q&iiYp7^9xFVk6Fr>qZM$*S1{K47UnhE6{N7>fzqFRMYCW%3$z!>E^YwQsL^9X- zWQ9!GSu<^ZB`qRFu?<4gU0nJ|dd4k_ zXWb{Z@fgGwahqS(V)&C~-}aw@m*utC_D8Au&yqaWO8kBENy`8E_Rn9|$GL{Mx&(lx zHyhZOGU$o~Iv`@M9;se`gO&~LjluQ&`_uN&dj50!MOg77`@H4Bu6B3({F2|snknw` zrT#JV{j*Hg|8U#Ch5bg&{4G!3{=UDg;?JskJEiabs7l!^-F<8+(|1XB<`3(n-M8+X z9onea`+ZH9=kdD-U)5^A(7sxc8N6KLbLHN;#|IYsCM5?gS$g`(mfvUNWgKg^ue3e9 z`u3bP(QZt?eYIFJn|IZ%#Gkao&7C_~Pj-%ZFF5-C`99 zjA1W;wgbqo^Vvl|1|O>G?^^pt`SPZNVfe{Hq&*vbNx*<7m+DZE(xC#zK?T;;ju$y0uB=N7aiib||j z5eanlgf#(J`mT;R|55kfuy;S# zf0=Y$c+YZU&-pVu|2^MZohridVg8R`P$y^pTls(gPX1>&_Ik~a=m)aNhwdrN54fV2 zquS*i*1{osI!~{CSD#&Q+*EMek(mpc(YQYTXFzI5Z3yp2X^rmra~{;P+OGp^S)G%2 zf#tjW3_Io7{w>k|^79#f?|C@=k8AeH$J_!l`>s8le{oym&nMSKUCS zy+5Qp_5Sg=o);R6x<2$TfH?viO-ca;3ov9FE&G#F3#0oC#Q(HPW6{1dKOSGRL+^ha zMQ?h~su$K|6$uP7fL58XW*MAbua45ZtvZS_J~LVN-@Ctocc<6ORv9l?)TMpMt^wo# zTzDf&|6`pzYRfx5tp-+ZU~RCYrN+HYdyvb}=g;avIr(QgG$-#X_@#i$Q;WJZaJCK3 zPn)%DX|iP3`GDQqd*&WZnmIxEbwkw$t^6MzruTpGyo&!J@}J>xTxm=!hwrhVtChw# z4?l_c^<{C`THk>me_Z^}z{$4zKZE03@Ba);^Z#W0dMEw! zKLeZmt9$AH8SM5;{AZZ?eoJ^Gx?AiYDqOFBVZ5^bLGXWuUisL=_4W@A|BXKLpW*rS z$MTdyJ$ z?XvsImYeF$;q%UhCAA6&aUPoU;qdh@Yd(s;2wkY{?{eM!S;_~CHQUyt#)<8HyXwH3c)^@lW9{Aajuy8J&w&34d0<8S*vf8$GUR&jUH=&-{(W&}(I(JvA98>!Mh&f-{~4aY`n^Ox zw*JJwFIj<+^=M8;_tBgG44=Q&UgBT3|4Dt7xgC0s>Y<$6zstXc|8__0+0=i=vQJXd z(L&~fyRE&}#dCZAGdP&+h=9{OgZ4Lt@tkNeNC zaCY#2hW+RNGaL>1$MRw8y`4+E%h`6?HZ48abF9NdMQiRIgRjRQ28RV44=z}$clVIV zs;6H?Ub|O+b^9w)e`xQO`WLyo|1<3O{m*b*<3B@dH7Lv6F8|L^H~T+BU%2=;m;Vei z>(s-)ZLy#FkI_~B!}?PBU(%ptd>K3s68Fmfiy0^vEc?&!cuIYW|Ig`<F-z5`{s-1~oj<^QvEhqy)Y z?^^z+^$mgUf3)wq|7*Lw|M!>spn0C~UHyM~x7UAvx&Oyg`J2N3Qh&4$Hb*ytM%=2G zx0&v`6tq3c>nBh7?=yevPyDS{`p+=2RQ|)iH5!Y$p4bN9swUUF|49GOpdk65;q}Y? zUqsehpb4y<|9h!_#J}ao3&THZ)Zf1UJM+p#SJ9{Q^^n^(=w9cUu2c`F~gcXUMghrLkzw=BMzEA+islY<|-Z$NyB=|1GsY5wR5C7V*s7rgo zSEnv5?+mq_JNoY3Q=gV8p{2yLS@;H5W{k9F?8J+)cjq5kFLEckGsVp8j9bmlH0%8z zuPT3CSA682)HNGxtK+MpW?cQxaP`#kBKr&dPb$~GO3V)KH+gi)A|tKB#??RFYgN&k z`Csd&o~hDUZB^U)ZK1YnVrp@@(z<6JO6dw!5BR1w`R-QU7St2^Gz3IDT-HD8~#SdTq-FcU<)?DU4gVx!d z+h^Sh7Wp_O@y4~U8>YTkeWlr><7&&7Zly(C+H)>|687hKp8Dg>{~4|a|7p#-7LJ?= z?;Nk+jXu*Xl_oBl zDrG71aB3TeT}$xhtw+zS&wgdpRb%LBvRXvrlE-tdRYsocrrkeq>&`~@;%rX)1D|C6 zHFRB@%C)tQV_R~xs9WpaC6m5dR%ts&Ui`|d6zYA$jP3V2zR-Pbn_pWV3aHr>mbPJ~ z)Wo3XU7%@z1)%Z?Ew!4)>LU-+uP;{nU9W%T=Q_pz4AblFFTB%O)b;KBY;Z(?`nFp0 z)~?FD<-7h?srC(BrE|<4KTdv;TYe)1wmUwG{jm*(7H1~z(*OJA6#HujSyz!8 zb5(m&daqt=3!U;r@D;BWcpwU9o?X_WE)B-D*CtKfbt(Kr^8S12um8Ef{we;ad&Pf- z_OFSqBH@a!TC0v9@D)=RpY`R0z^$4OVoH?U;I(^jFj(@vTtRVW=ySFns1zW zP-TL@irkDxOFqUQiPb-1Cpz6{=cRW-&s@UzxTbiz@wrDVl^Zyy*eg88oSXy}$O(5q#!(FYa<6rHpyY_cF|GW2};kMth zE{*j%KMUQ}MK4ADC^DH~dgPgdeQUVnpX^zy&5S(q6WHAUGeqqD`+7TbSd04a8^y7! zv$y}8ajoap_t?JfqY8RcRxMyq31Ijo^(^Pn=Xa0VE$%(^{FA-xWBi|{<9|!!Ph8iP z-czL0aWvA;QFiri>!%S{OP5aU<9j!4UV7rH*k#j`=7o4w-srv&VkNic`X?J>w^grp zH^#Muo7!GIdm?mJ`egP7zshy(hi8>c>$)B;ue|Aj=0Cyfv)&zgCi=1B=$n#d+oPiH zUpr>1;WSnK>_>%v zTX0_Tl){bW*Jb}RL|y%`B;1?X;|%NW`BOcf%ny7Sk)X=|R`a)N$@}b*&tLR5)rZHN zkLCG#ef^Q&rxktvGpxR4*uOsN%Eut(mn$_TN(;B!R=%=7ztqxxL+^*%Pk!Fs@p`-c zsnr#mv=^<^dvNVk-3$4WU-P5x6|VMYkG|!9D}M9dJ@=D@dsZEvS~TaaNMO896=>Xy zebx^|6}V}S;eQ4>{{IZI{+~ow$33(D`>1aJlUlaue=q$n|2fp9vCesicKM-svbEK3 zS@WjdaSFHey?L(o_|nAS$CErhKRt1B-fll_ub`H+Iajae_N+d(HagX?8IK4IP^GVqGM{lmQr=$ zH2W3ub3;C|_msL^Q|meu(soahi}7jO{pKc5yL~s-bwAwH_^?HJwbzq>70c{9Y%CYu zvzssDCt)b;DU;B9^LgPp&p)p#Et&wpxwhxd zG1KJ0>hM~V+KX>eg%@h+-&nTws(H1+qAu<8kd`7vC9z%E$GKO(cmGp4xqQuz_^p5Y zZW#Vd4!B*Oe4n+qb(2-PsCRfK%R#%`<15dvH$7Ps_i=6C>?N@;!Y1kb>b>Ho$uy@Uu#NA15$AzF zbqjj*Z+?&2RlWK=|5;@lZowT5!vEH^F*ba&Zalv6>-xm?D!51Yv#-5K05w2iQ_<{a zLjqkH2sNnJ=l$TVnOqU~?0CWF+;!f${~1yn4*oeD-f?YztBqs*!@Z&TZzP1=ZYt;R zR{ACXaorg<)x_7Ddw0$AtDJt?;NYnqJ6)--@z3m!+%j99{wRC3_S}#4ZrKHSCA)t-JFYEvJm#+_`#Z`$fzD}GcgYUw4f4+qY~CNXS0HSw5-?B8rD z$vKx>R7F!$t4pjt-ZAycS{qe7-(=mJdA++|=GyWX{b;X#c-mK6>Q}V!X_@ZK=h2b{ zzpHDOXTCfy`gv)2y~v)_WfjZr9kR9KKGC~-xBa{>;|Yd6hF{hRZ9Z!#xHkIkX75#2 z7U}vcn-A4}HPy5Yewlsi?)n{puA6n(50o{AcKYUH|LV{&Ndf>dtX3 z7U|*Sc-Uv#8*4V@a_#kJt-3QW|5*ReG5Oyv{wLW}10tImC;2g~U7H`iZSQ7*Ba>F= z^G;)y{rg(qf0~7U(yV}^g3SW#HsLF0U0vF7bUA1BHm~PqQbw)Xrt6k_FU#Eat91XZ zJg=D{sWZO#FHOmoITZwNGe#w;*Q(;xESEONa%JaR`#<5B zf99Oo<5{mu7YVye@p80g_%%;!&6k=H z!z|s>*^KnOS4z+Xx1tAI=8T0LHOQY8`lhPPCw39 z+yD5>bGEPMsm+?yyXaee;k`e4J0ndZ*KYoN*w6x$myf^VEtI-8w>p2#`CJ{LEo-%N z4o%*#-eg_7gSLB#L&cg?8*FFvF#epNee(5!kKvu~N*5@2 z{5zku+}e23@hkIR#{5m3k)#+E*lW9JP07;;uPKU}p+A)V=2yQ4oEP5*4D64q1qt&&&$^X;F% zLUp4b+IQ)Hjo$ri|0VAjzfW_{s@0{b|DN|X{GZ74&i@S0f4l!@*uSa%pq>v;SvUxBMs9)ivvpdZpKQ_Wft50FAdePW#WW zEBMQQ22i_W!aG>M3xj@HhdOLr9D3;w%36W%M)})6{q>*qNd9N}=f8Z9x-{13{M-P_ zAviGevsD_48l>)KYDTYBt!cCV`>byNle+yA>rd?J|4|<%66jhaw*rUX7|;d?NE|T$ zbyTrno9ifJWK)q!$M1&s-wT5VU0xX7|L#>c{~5@6vIlW3FGKA!uggLoK#P0k`|V%+ z%Fi**{~7fD)i1mg=qmblKB(h_bA@5eRacP!wtKA${xf7n*&e^OXYD4D+fU!U;j8M8 z+W(({qu@Wog7$w7{~6w_x{tIfZo&GwM;~RmZJD&~@ARMYo-Iq}a_ru_f0p;BbWIdZ zEB-UISkzx|{?DLL|1I?D#hCvL(W{?+*Z*W?+x0KA{z1@xh9`Z&{{$ZXXK>{I)A*m^ zW+00G)vFivuf6)|_w=9a8{^OF|KW=NGx1dYAsPD@ivJlV*#FkDf5<2QMc_Zf3HiTM zOG^U3?%Ee$^q)cDoAyu8%$@gthDnzGKb+hDve{zvifzb5&g%>NlSty|Y+ zw>|vyyZ9$^N9#@Yf6%P|3@ckGRu)HUySVM@NidoNU-oH?VlC@LuCI?^U8mxAs4SLm>N@>e7!_5YT ztKa|r&Hty>kIb3tDjzX_`knnJ>^B<3pZsz9&#|Aow*O^YzyJN~`i~)%NbFY{zmELb z_w=9R-_E9g{>S2qyIIB-~aw~|BqERNbFLP+N3&g z`uca|V7>Zd{m%xEcg_>NEpka|Ucowt<+Z!s|EpX6pJ9L7>g`cphBJ0;Sg)}<((d%1 z-lCq_?9t3#OCG(uw(raIx^qY8Z;$=YaQ@1FhVLIPetW(D=dbzy{zeS-&cK(dSQg#WtrtY|#$tQF?P_{p#xI-KqU={#O5MJL~`NpZ$LZarbX^ zpgGAj(43_Fe}?Y0U0U{A4CT-MP(J79; zu=(rzU(%-bzkmE^_!BFC^Vj#kytC&2{Zs!>Z=1&A-_C-6?lot}yW zM#}qudXBhoF=Q+_PWB%_6Zc$ayjHh(sH}|krrR&@_(sgb@CDR?>YIS0 zCB(4a?o$2ZoBQwEp9o)Y9T8CL`ah_@+8^vA|NE=GXI<+ljYXU6W`G*zxbXAnwW`{s zOI9AQ-*f)@pI#&VpW=c48Tem;2j{M0wCP|?pm#PX`(A8O1M8OjyRWv%zvgQni9f#Z zrTyP6pk-P|K7z(-;0;)`1}(qVqAu+>=liVVk%HMV24%Vag7s66{b$(Yf8|$?{0GGs zB7v^OvWlSgRJh4qv(JGO)~-=)`uogAobl+ThtAW?TGY{-xap z5gFGfKQHr)oipQ%%Zj5#+S}grRrzzi>Y6>}_RfE=cAkI5u*SP1b^FYPv&{NjEwm0# zjQ$ngX=;9DVPAP<@+5~=Gsd1dg#V1>6HJ9*T3qcZY`5*^)g!R_Ii5t zjNl{Tt*KsH=bK%#l+swV=kg_Z7=C`M{?B&y-_L(qt9UEFP5#dyclO`Ue@?qz{AXaQ zTm9AK;D3hw!C$7oh*{L7t^5)cSlm{*t>l9X+2j+Gq2{b$WSvYZvXDm9)I3YwZTc#`8N(J1ZamEy&i_5jy(KbxLdV z=^#nRcZG8%-Zy=5s84RL#ktkF`|k43U)yv1`jKYH3H+8wMiu>X@O7j;c zF)n+xPySlTjz6dW+GQ;M_n(1h@hdln^?@Jncb;!s`*z{xZC#$v*fVNcTw}^4zW&wx z$MI3%qucya*}H2zbs{1Iiu%^@S=c)no-O(7)^5M)dCmRCXa5;;lc(yhwer3hzi;>L zUl%@BX~!RvDyj1C)XzygKc$Z+`C;jq@XM7|Zfh;B^qq}=51P{g zPstI;7?W;suFF&2zPW}PG7m=>>(_`$j8$fM73GnuW-Z$40|y~kK&&$RgS zx*k2*M_Q{gK7aP9Df*+cdTVvg?(G{}(?6^}YA*IDlDBuW;C#KvzW0AhJ^p6T`Dos@ zwV&_Y##hspnbvo-6f!8=pAzsCcPW z@mfElmhXZ0G{0XzfBwDAr8O_ViQj5jE805s?47RNGZi}LG`?=I3N7HYU{<-l>yPba z-5SNEFTY)1-5VV-{aO5@0FiC?7xnFX8*{@(|C)N*n`!Sq{XXw*apph6<`CGCbPz``A}&upRJCZ?Q?qyV zyVe!|YS3P|abn4NPWM8V#I6G>$5+ek{Nw*JA_`0H|GIB&+mgjnYd?E$_nzl}t9P~Se9&>{L1Rz{A)X<9vlt$CK{t( zE&C(t-@Qq5*N6nVCgj2Dt;$f5!1%P9!docodUtU>M_CRV%UZL}{O_Z>tE;gy-seX&ap=yS32xH=6K+b z_LWnQ)2-$vZF^T)IcH0&UGMuFE0@+EGX1;2?(mbp%hmJm{WU)RG~%8`)6e{%>h|#M zmJ!=}Sijl*`}hQ&+cKLIQsk#UeUT;4T4C*T zeT!qY>C;nQDk-Hs>lkIN`kk~V@4K{qt*QIvdAE|ScDe?%OncsBTO2#(p^d$6q^rp{ zo35{!$v;0_Sn*KfeXhOj_2P?mdbhJay}WpqdvWGQfz)0%33G?zSBigKpLOG2Y{Z@J z*_QV>rwGXMah#9(*6SH}`+%_fiVc~;ewv!fL99BX@P`sm=RVzf;2AxcEl+stSIW z{|qh3t~+*LdFrur2K#LFr=1}(OtqCJZ}mMd)`%|N`}ZQh)jE|q>mob>afAy0lMEnX}}{ulfF7b21&BtX1=OXe{cQ1X}mPR|;96 zG^ZTAKIt;r@}%|EKUBK*v2^sUEmX9RdHgH9DSUek+dj`d`o+mRDz{x%-S(eh(}9G4 ziL0-kycIFG+W6^@eL~Y>OD}nURiA!Lj_bp|rFs*2gtR+3c1)9SW_a@F_HE1Lc{|Q8 zb^d67Xjk0&hbv3p8fgSQlh}7brG-JgU()h;oF)5uiS=3^&3aef{4wj*vFgZs<#T%~ zoN6vaJXpUj`_?@33w6SKq#C((q_UNps;o5`>y22;1J~+!t@c|J)aAeI_B=gfPM&QQ zIc{RBr#!p*b-z*BAJgrBL@Li8{LjGWUcb_FeU@Ul|K)u(`|oBloVPn=Y2O-kX^*RV zXPv>z?+qKa_PO`nd)hE`@l<0Zr zVIvs*PySk+?48$QA2KeyJYDys!zZe+cXRU`vx9xc_ZIWJ&ELFSBE&o7)~oyZ6W7^` z$0iwyYF(IpDWH4%Zi$npV?b}bS{rxJ|&()r6(bT6r>-RtQ)rUgweBheh9kcfJ#k<>=F9WUE`qaMy zoCQ$}&lu9$Z+xE*6~sC(p1*xp?aV2gl>2urU+2Gkt5oI-5*<{$ljxmgBq)Qnj3$F^De%1=j^Hj6OR49=Bo1e-Gi@oQ@@D5+GDcva!=)+ zd;1F?1TNcXxH2f{>8GgLXY2bE_C;Tr_wef5b78uR8EgCZ@2`5Uy&I*xStqpT&8b;! ziZ|b{eDQRv%!gO6bD6p{)-i(;FnISYY{C6jl(q6DqUX_y*`G1_zmNR&Uvcn11Cv~% zt4O%vB~ZyMx_7~kzFa%OT${QY=69dl;y;QuyJos=d2xCc-{=Rl?Al_v zh`s#A;*%d57Jr+nyuRe^_qqN(HL2z6-M@J(`mH;|QbStjNy(jB+x>F`KZLDJUz~mM zmH5W9N^U(OE(_)!N!}^jxyDP|ykn(S*W&WDj|VQavbQ&FiO;t;zE=M*^+o*Wmn-Y< zZ-FdjZk@ic{`|6~{~78ogVtrME!wqz%SYMkcPi(y0uS!Q|61?EsmScRg2kQ{&`*AwJhvRq3FVsni-WAesTvAwSH$6e4lnb z_x1(t^n+1L_jNz&)(v{8T9J^Zw~-;@smEg#zJFVLT?-H82?a$jzP8rObmgfz+cKAb zw%*?rXLQ*nI6qNtKI;>=yLacGca=OLaZKV@IH#-V(yGhr%`M-ZDTuI&(9-JFZ!Iss zAF!xPTX+Si=cc^_CGi$~MQsf2&Zysg{E+VQ{__pB_X0FK#>h`IOzYXm{o_iLSz@{?1*?;+>Z4 zoONYCMj{T3nLKB?x~BEE(nEqRAxUc{1iFf7q5aIt39Ty#?;`H`?fIXfKkYw5&3^{PxaPRpCI1MwDPMO`O;CE)5SgLah6&D%0%?X^kEW&eG)kN;$HV*is^_doWl zL7i;=5Ks_f!;}U)EclUW*gmPZHOM{aSk_|Xy}s+3_JvFT`)D8h%Ao#0`+`7M(K97D zS9>D$CHJzSgjsA!eWQKouUQHI8SbzA<^4r3&{cHe7rdhscyk%3sKSQB3m+h#J@D`~ zYH}^R@SmX^w6gYRoYFsAeoxSuX^yTUVd_1g0u~p>)f_(XLA`a|*Rx8|J4{c$5!K^K zGjVcM40-pkeVskmeauzs{qeeUqbALobp6WL6=?xWeI1X!Ah^0b60&wZ_wSHhT~4bd z@yKb79d${5%=xB2%4&O;p01d+`WDNaqZ?dzgASv4`1)7ah0{;Din=FVyZb9r&XdnM?ofy1VrApFL)G za?U5de;>C0p}hR(@BbMl{Ac*}^>oidztAUlUADeC@2qw9Rp7zkWh=~6_dZ_t_p5=% z+W!nc+>ihH`=8;7{lC5PANu=${{GK!qW*8y^Iv=QfBxF{tV;g&)cO~4@jpa-xU}p4 z34Z*~U|;`}|3AZe_dm*y|JD6x_$2?IA+CQlD0o)COZ>Yt{9ohK{|t>T2NrGr&w%8T zFZGA)?4Q5?&!G69;p+>i@x#P))FyeveWZZAg{R1Scj%#V(42>y%eT8ft9e&GYu8jw zzmhq*XRlh{yW9Iq<3IW~9*mtetN)#t|5^XYr~0i6|E&MOMTCyUzm@9G>=*cVt^L#f z0~+W%b5OV9yy^VUVD!iNca;38{|pR^`hTEo%|Y8iv`PKX>5u$xGwQYfFm>5KjC+N$ zp9pP(62#f|gUZ$5QS7@m#@Er7K9q|dMqT>w4)>WgpjON}ZsZeXs$;|t-v23wVO{L0I?IgZpkECt$I*^dP3+F=Rcw5*~m%;&F>S9}tvJD91{3E1| z538!Stz4dIwm$+L$p2?BQr6q||Q!QDlnjQE+DG!E8O@X1(f79JBKNE<5wM}f&)H_1eEpE!!S-w1K z&<_l_8GGw~^xC6S&zKu*RPf|!yz+Rxa@Q;*w=Zh23CFpP=I0y8KC0h6+tK$?1xMYE zxqBjc>-K5o%&N&w$K`g2oJ^jiDWw^>c%q+VL_+fmS8MB-m{Z^OE!J3mSY)!-MyFnt zzJgVYRc5`+{lmNVv_QGphRJ{U70<*QrE<}SJQcX`m>rb{{x zO!|A~JHD!IO}t&>^da}iA&IXyn1y>zN-z4)aNlP^-4@0xfxexWBCdJdjg?4^^mCM3 zaCrs%Q~*$S2fR><_|)_B_ObHtd-^{ntIgZ=uxAP^d!2Ld_ScA+e(_Cl#JaNE zgyXZnSdIFo%QdFOD>8reUfFK8VP;BX)0>GQsT&whSe$%St686Zx9H`&^)~h+~zG9rwMY_eI-Ntk&(7vPh$!i^gI0@|`RX>g;3s8|>tE zZ8wio+}XRhFJn)4!eQ3y3Y%+<7VsaNA-COCBuE0*6$wYl{d-Z8Zdj?E;Nq=|y0n=< z6KbGxi7V>e^6bT#=2lZ5=eDuv)JA+`zB7ma*uIjFmRG*I{%2@e9{8}7yWPWm6XWH- z6DKTwk$u6YwzBZCz2xl*d!Gs2-kIjHC-$22@2P*F-1zU}uaJ7#oVQ>8iaTuD(&Ns; z=F;n)z!Y}jd(>yuS7>Jo#m+694>~>se%Mg#+*JL}-W-uYS4CLwj>K|%boa#Q?g^^y zo~U|%5aoou9rfsSHGH|D=u>%dJB2$pVoyK(%jd6^BC&I4{GKKKJNC89`ag|ZAE&;$ zM*XAfzt!b6*ME6tcis!0x#awrBmWtS?=_0oN&hhsUK4e{bISgiol0Ahzi&Q~X+Q7& z`Ad5%krp3MeHi~?Ip~l}`&;&Z|4#nT(0e`d!}bGK$6NO}+AUlWbHiI?+FA|)>uGml z`AcPLmNnRFb!jYsZ3kgQX*R9`G5@T2~muk5t8 zZ|L`*bxAqrUHthp$vbR@t#(t_WW~Pn?mSf^wCSV5-lm`Pp8w`JuC?m#lFI7O{~2t) zm!7LUTFqMgpMigi_j>+{xclCFCrPUH-tBhsjEk6fh57!aU0j{JH-hRIH`o|S1)lxc zpKm}{;C~-ofj`n$;Pc0#G~4f>9WDwv6cVj%4yqf$7&V{7zAZpK!D;i#552N$MFJy4 zV5t%tONQf04fOp8_dkQN9(>M~`yUml?|<38+W+CI|G21& z0d!c@{ukye|1&^NiyC12!#7{~s;$uzR@HiUOX_yft~3Y#b&RhMEb3yI|GOS^0M|9p zGJenjT=}o}f02TotktC%$xx3h(Es*t`M>5U$T3>3Vh-}Rf4%?9wiR-~6{tC3zgdCqG5}3mHcmKNo3>UItXMNdk|9bxyZx-a-Fjo;;TFt7l zPQA12s7c3?=Uhj)%5UpI7jS1RT6(#;JhS%npYG5s)l~KG`#kf`k8;<|2h12I&6*kCfFMGE{$&i z|3bg(f8rlfh6UZkn%4qdLy{%ltnpc{S>wB@9$y|= Date: Wed, 11 Jan 2023 17:36:12 +0200 Subject: [PATCH 18/21] Fixing last styles in the algorithm and main --- 2048_Statistics.xlsx | Bin 150340 -> 150909 bytes Algorithms/Expectimax/Expectimax.py | 132 ++++++++++--------------- Algorithms/Expectimax/Maximaize.py | 102 ------------------- Algorithms/Expectimax/Minimaize.py | 75 -------------- Algorithms/Genetic/GeneticAlgorithm.py | 30 +++--- Game_and_Graphics.py | 2 +- Main.py | 47 +++------ Menu.py | 2 +- Models/State.py | 13 +-- Models/game_turn.py | 23 ++++- Pictures/Screenshot.jpeg | Bin 31464 -> 31099 bytes Utils/Constants.py | 2 + 12 files changed, 108 insertions(+), 320 deletions(-) delete mode 100644 Algorithms/Expectimax/Maximaize.py delete mode 100644 Algorithms/Expectimax/Minimaize.py diff --git a/2048_Statistics.xlsx b/2048_Statistics.xlsx index 76e3cd528878439bba6db36e6488141b7d62abb6..04a51fd3ad9428d3eeff6c8fbe1dab597c60cfc8 100644 GIT binary patch delta 18931 zcmX>yjq~p;PM!d7W)=|!1_lm>>aK}AYniIMHtzOdWUB7k%*w>Y##h~?9VYTponw*} z6T{~Pn`JrF8JVuVYHILhJ zDuw*VWLZvJc7LuFzVcVrdsb=NyAiWPJbzn@>PNL3FHBw=9Wt+d>v{dszRxe@dQH6LbYy9 z-XxfFdFu9i67PG2AJ2Z^Ieqe;&k)D>!i=|$owaGBS?aDO$5)BwF26bD;x*~~y~ch$ z`M+*C=J)T0y2e+s9_sjLsQRQ+t3-2G-<%?Nk41WITCm%XW$SHUI*Y!y*>#+KH&`H{ z#^{{hwXo^Sa;C6<+O{m`$;`Bt^-aBx&1V}O@{Hg8ckix8-RHLK{QN*3!x1!)M|tf@RlqW(UM{xMTikazQz-<%?7Co#WgbNANEOEsmlgO`;XuM0|?Gi9Tu z@}7_9z+n?#J>&L${mhbn{<7$^%X&T>{E;#zcFkHn-`Fz4#jkH;#~ z=dehhuDTLaKYQ=z>gt*ex3kP(ftg#HdFt4$DK9r)39nyi@NX43cplF!6uNWHbXCD) z?sqodj)?<*f0Yd2UtA)V<72{6!XQ|Mnwc`{gyKIOKc$kKH_a>t)bX->q7+qe9I#YAM%< z=9J6|m3(;QhuV#(dvlNd1F6kHsJ%4BcdO>?s9>{=nh>?VAhpY!cfSbzK9~LfkA&@4 z5hlL^n|yhybNJef=(FYZ$wIJXoT1a_l>heQL9}!*J1cluw!oU8#F(s)bBqp2zpqK3 zBXR%B*2RU%a=q_99?S!!R%o)hx>R#^R<(jVE)EO$7yZ7_8&X2wY@;&ieUpxh;VWd1eeO=DF*qc{&ZJHT- z^US)Q567(UOR66;ug!hEbG6B?d)imyJ4HPm1_*_B-6#SS9^z> zU0>%T|8-xME68Bu-A0G3AJ?nw_`7!3q3(|v)>6M8H{bO`Xjl%>aGfIxl<0q~LJCaT zlCwvx`yqjk?%ne*qL&`}vFceSC{coQVf__Vx!$Eh8E^Xe%dF3?gSmgMUhK`7`rVs$ zmZln?ho-VvSjw4nqg)QV2c8G7i@LaNR{GSlHmiF+oU<_8$C>xecNeq(3`G=xt2XTn zOD$e~DlIJ4_{A#i$GsoVS#X;1-T%7j|FQcfvp3E3m3*jQf6xt7?3~k^=BK|@Gde5S zZ2PjD#9+4{rz(>7fXd6J-gYD1Hz&ourL^p4+1{%LF8$o5&&ye9d-GD&rq<_EbZwUR ze1H@OB~OkeN55DL%6cXb^bfi%kDM%cPVbuE^jSG8O>bVx+SF<)`4Hj~!+kHSU-$ae zZ&r=IF-h>BP)^A#UCD=_f-ro0gWQ za9eL`m6d!5iPe28R=-TioquzJZq5m@dEU@0weI(x7%t~;f8|5xOFOHH-g+)&UhB5U z@SddlLErh=cfLs8zfu3Vd9K~{9WRX^K`Qazcc#{^lew79pF6)$N%GO^cl+NOa~T~0 z)yfysuO#o^a65gDYa2Aj+I>%*|9jW@Ub)F#+s>~zUhukiJIL%~_lwWhx>7%kHtrCMoITxl@um>OmE_ThpTx^73!KNj~pagqCFIoo_y0 z_^x>Iu_cS%8tXmiho?rn#S*_;@7g_nV|WBo-F&m0R@+xPU)nG%T;l%uish<#pfWFi zuEc#7>EpRqlE6;3f;+iCb^h^P=X=G#PChD7pWoEGKmAHl2bi7$Ry`#N=H|~K-zr!A zzT;uIGUIp8>4^_vjR=q)6R=tngxZ*ImFs@rkpQc8TXXDKp>(grBb6H#_vh_A|Kf06 z;`Z||4hul*m*-30d=C1)^J8LtY3s+oJ=?<{T?41WoG+5K5`BL@9?YA6u^k!~OV7u? zJiN>M?(=KyrEd;{8cMZlkgR#z?lLIczV1wxhsO9dyXkgoR@X*c|FwZny+?5$m)Wl~ zc0C12HNrVxX4Xa=w_Agzv>vRsuU6vW>V(DT-yG&pKW2W=ZT?M=RaV~;VXd#?mxp)V zYJVy9Vs+S-+BErV8~K$XPUyAU%>ViZNHwhLe156DbSwYmn;Sq%kF88H#p?tukaK6) zeJZ@#we9?y!yqfcxqZXM^lyo>zc+wf22GjM?=Uk-)Sr0Y14=40YbBs9x8E_pHmv)W zXf-iwYS*`4I}dv%?f42QjVdzAkM;AH{XSy{&1`FG^=c!+e{Wd#6=XEu6lgn1;(o;w zJSxxeuigl94LDcU_qx}m|M`)y9TZlO$h`D?-kH=+$eDi09t8Pc+HaUjWo_GMUvX0d8dd zXiihSwprkHWCyG%aek@5>ukkq+nwsyq$|4p(7N%$nA`A>XTggv%TCM=kyx9ier>bx z>zkc0^;ee)zs^>_w%u<{x;m&X6VBN(Yi>mA^0@bp_Ib8m%(|9jo4s+~R#+N}lJ(LR z%hJ8JJxXVT826f^;6Ra7KUjFBnl~@#;5Vu+8$^Z;mtlHiWjKx9$3pyzpD{uQ?OJZQ`1Z2kJnzeLW}N+wz3IR- zga+Nn6}pibx{(RqVh2KED?uqiQvIM|1bcy4DyTKLdu>`E!u^YMt}N22-?B(&g9f(_ zv@s`S!?$b8Q;_pN-`RLzmCgn&SVCXz9V(U;x~%_E9HeP^U=_&uoOQAXdb@SErJDQz z_ot!}#&6TPvQ1~pHk}Q++%~m6+wN7oo?9p+WBr;T?&p?mS94A?-QILyTTeZ_$CDem zA~!N4H!>j_lpcPpPK$Q4;N+WLm=}F^TMrw!)tz%1n(8mTTDT?EIrsDzPvzBNCTrDd zMDJ{y_2HZaC*RyS&3j80<(l&T`*<*JHT$+yXo;6wnt8hI*0h(wSHbP{&nKWsqW)l^ zfy|Es+j>ALV*6FN4Yyuhn#Q|T_p<95u=;Iq4>T9X+HTNY4C%kzhIL1_?Si=HXa4H2 zEo;-F%{J(Q3e={<3+zwdU2-VH^!BF4+?xlsA>u0cX29)D3%Ay%GT$~j6n@Zc_04I5 zeocp6=f5eL%(eJx&S|!7U@1tY2sOX$+BDvTHFYoeZiRiG18VN7?BG9krKK@f66D`J zkQvbW_Ucky>8xn8E!%P!7Jq5}2CsQJDvCjsQjdPMw2n_bzKlaYIq z;n=J8cMEb&*W0*(dIJX^XZ+b@iqp$bCmHN}_3w7rW?khuEc|D?qL8h?wBf+E9EOFZ zPuH5?tEx|*!*cwjRYSPl+FZ0i(plTLRJVJpu5?ti*v)Bz`;6|fY+tK3hsA#ybAQh1 zjFNu-Z&9*0ry+_6kmByOy4^XaL6vIygO>7Ro*OJJEjH;cK4=f>ZlXlj#%-w^x2D!l zd_K)pz%Tq5xF5zcdwJ@_TuEp*49)1v_C27iyBTc3`<}@U3JmMk_vM_<_yF#_Bgbvz zn%u~o+{hGgQqC~FZFI=9V26Z#xeG={slOIBeVfj;Z93bw>3q6_oDz=y5H!Z;@`<^i zrZ=dR+LkIhPw$w1bf{}iG_Mh;$BCK{y0_|rg2iS#sImJo{Oq=#0->CLn?gf%a#z=h$WVV4iJ)oZW0}G#Hj5W{pXHCe&=i5^ipprQ^vUU0Cj5&?^cd}+weFOEE z;rZ&)tBqSylXFieWuJE2mfEtuzUelz#Y0fZP&M~v&E&3ynO`|TUWi-mj*@qe-I}&C zItEnq+%`HiI{}nIv}|H|*yBRC)L&ITu?3^_$yt+o^Tw@B6Q4s;j`Z5J=&*+?uWx;k zAC&kfwAlyL@5tJgT8~sd9J@8Gcdf28G_65&oSelT7b;PIRpBytxGNXdEr^c2wQ1wF z)MT(XlsVQyJCiCFZigGgMUTasVt3Nac}Kv#z1*88wt>sf`gh{aJz=;tfc=nrlf&ut zsp$MYU(Z=^_FbG|7zJ`t4k!ebQ6erm_w=!A(|U7Gy9q>v--8ai$f!MDU-f8z*0xmT z+nYeC2Gah5_@Ex

    8!nw~bNm0CSG)TdSn?e;plG#8YnAz7xs`D1lysNr@{skaFn zdXOS$>DA!O)62j?I{U^nUxh8}_CN-89$37PIWarTWbM2g(|qf5POG6r^s-yieAnut z>9`TSR!{pD^N%Cja+0FWHtHf5DOb1UWaZvGvaRPsXhHQxS5ObVz1y(20IU#X4m|CF z%5>kYx|i=WLdx`|vNL4`!Y3m#CAf_$(MWHnNeGCM2UY%A2(#h?NUR9X| zrMuA|?08|6CDT@R{I)DJGa?#>Ra1v(*4JqR7<%dNi|a(mOtt*OEi ztL1yv@A?m_89CGs9!`)w;GSoCdlS0)n<2N2MEyXO%(I=TE#}~QBeY^p@9S5)7J&*- zEb1Y~FO_fV1;yzWP#Ti6PL@iHy|`^wZv9Pgm?Bl%IjeGSUb(fY^Eo)qdd!bmKVIT2 zU2?L0cE}cEH}!3)!XQ_{@qX)sM_7+)YdO?-kcK|nz&^a zD3Ws0U=6rwVfssTqqCyTwr|Txj0QKk?`)e@AY{Y(*lk{G?#)9W;cXj`gJs*5Z8@1B znI7cF{U7%6@>RC#X`B!JFTc)TK3m^8;@P+Ud8twlLF3t3D~woF&&GN@&t{sNrDIog!gyNf5?zbCq3LqK%I3f%{L=H=(Kr@Z?mkt}c3 z`%V1)7sx>9geg*aD^2fQ%G%MYzE*e5L&&(PkWG|%-s$?=yI;s3jP>f7u%RpZz%<+Y zH+WALz1%PUM*7x-4F{CLqjM9cFy*ggop;Z4Z@FmP+)y2L4a&D)d z5}#JV?Y)Q9=Jw~_zZ1?BzSEmqsFL{A9bC#NYF@n`w0i&2(0c9{+vRsPo2l3Y_Lc23 z_G>zRagsMn(e*W@eusYLC;r{uu&{dHM&U{SzLpy6Ca;(OiR6Pz1uK^>oaeeW>S9|< zzDI0?ln`iSX#L}Dg(@rEuJ>C-f6-H&K2MlQvp(d-M3-^}#YAX;TbLPdt6(obC^dn9 z8?#ab^QU8R4u@XHKdZZvzN7A=A7n6z*CU*5$)ytUzh3c6o%)q}*7uknbaU_s;*xvr z7W9el-LH4I8zw9f$zfTtnc3)%W{+W8qM2Vr<#KlL1O?j?edbHo83VU!iXIcJZ&711 zx>xbs`msvIo)v3$e}wA31=78|L8oxXk?ukkMa5I#uwmp(b#Rgu5M30MDC77dE&AB( z1Z4#k7uJ67V%NjgJ6`Y3XLd3Q*&sN9fw6L~pl{)Yrw{j4z^qNtU^cqK7$NJf-rv45eZKqL6@}OR7w~dQh8=YC_%}as?yL!Cig(03T4DCSySx(8 z#db-OoEYKm@^@8;gy6!HU9cKbVpi*iFHetqrap_cZ!}YS63!|u*eNja-6j9IaS}Bj z?I59c_C!Ql${OQERiRovJr`^bf_2yTOnx9SYi0hgPlp%u^Y4GHej%;p%c=xr<;Bw{ z=3lkuE1Xf<_)!1eOGpi*IP=s5pHh#I^#7h5#f85ofIFP^lIjOH*3RkN z_vgwV!8>1tGn}2OLN^Fbl63m?YrX-S?T%V_q@N6GOIhg*cK(D3aiTdgo*wIs{F-{D zAC#0V+}x+KB;5W6FXzjv=4DQoV&l{s*8ktGm+P_K2$aFSJ$41HFPm6K)G^5{l*JZ`qt&o+f;Pje*vfG@vg1OM{mWxnQ+9uHF1vK-Pc+X;f%i!J_y=a zwl(Q()X`fTlT>R&b6Q$NwI8Zjl$=$bT2fM59DN)V{wixCt*@<#byw^xma&SR{=K`r z3KDxBUT1GzofTRy6ua~g2j^J@P>-g*3RH@%IN!ee<>~GHzjwS=ztGkantgoL*4KY0 z_&ol^Rd#**^aEQiLmFYuL94E<3tRh3aa~YiOG~KsL*EU8LSbt~<Qnt!i&2 zI1RnN)>oP>uAp+cI_|)Yww6+DXvuVCZS30U-C^6y)F^VjWYiM+8`f`}Ti4C-0npY+)`O1c;F2+fk;VQqN)5r(&{jDrjbb z?;@9{>8|NL;!Lvj*0$hjOjDJmg>SPS-`aX?Yw}~SA6hp!IHkiuqc%PAd9N<+_4B&r z{h+Tm`#4DYmgTXp=^lq(uU-~u^{M+iG`+idJ-l`GP-y;_*rkU~aBznonw_AmtP`Vc z6T7B+cGa$TsTXE`{KdINGV$T9jRkLI9{w^`b~fj!KWH;yLxC!^Fg&z%b!+x@uIqiR z+7DMJJa#yAXlj9wjML_0%lq_V*kY}H>>JHgbYiT<*3DIpxvy9$d;QqP{Q6xB;i)!g zN7>ebt0$+f4vD!nVMD=EP_yp&+R1r$&mPM+FZHzNt!h3Io8=@e9JWqY`}(=Sb@lfR zBX_-5ZJL&G!z6573us1BX!5?0b+v0_c8Bf!X0v!}`cp6Poap2Sg&E6iU!T^$d*RlW zc~i5`pW2%K^w#fFrr!+r{rj4v5q=An@ieDq$7_e%{)}F_=lSCr%Ru5?`}(}8+3)MMuixnZ``W1D0`mi;GWpcj^;1{Zxvm41$?4mK?y*QKCO(aN zm}%q}`+9o(uV-O8b@l!HWzL6AZT&tqyXNob>Rk>0LOvWt#Aeak?5DT3gWL#;O^Znz zid5&6e3)$bdWGEG?FX|!I@6!t+FW1sw)Uyi^o7#LFTBjWgzf^Zlc8EY6E+lq!x5DD z56)nU-Ct8Zw+5VaAzskFZrFEPpsjn?Y(&`u34*;}lc#b$J~H+B4)DzBrnK|Iqm3`M%TIp6#<$A1fP&k4UG^ga* zZuTnh(YpNgz6`rB&5O-^zx&e1-(63t?n|R-cZ&A2*x9Y@zM!3-`8Rb20Wac)se6uz~Y^KGrLmEOYoxxrCg-DU8?LipBowUFgM z!13jqab9f-XvE5_w9Le-ZzfT?;YdA zWe$I`DtW#26HaBUzkh@C zq)CbR^Ia+%*i~zc>d)z2n=l2Y`NNgqL*WPCUgrf(EqiW%SN*ts`>(&gi5bg9*~At$ zx@tUpF1=gx5hXz!mJFN4_1|FYbg zuz^GMPffD9O5zTk$Eha!@*`S=KvhJxhnJvKmf)&l?Xn|)sHh9kuPb*dQjfZ|9GKo$-dk5202j)U^%eUH+HXoU;g@4+f-P!5VCGz z*t&(G>l)SPvxTjLdVAY>&sEdsTh)Fz436hDF`#(n_AGz7|9wZMSjF_YQi_RBy)1S| zI2lbjRk~v8>UHmSdbw7sfC{I&y8`u~hQY#}Q~xhp{JObo!R|UHUk{Ms^Yh=dr&P(_ zT4Vhh#03?OQj>yq@@*};s=04`Y zTx(28cv-LvT%xizXOuBR2c0++|1X#E9 zq{KJ-ufNOl_hb`;l*>|+f_Ct2Ex4*WIc%i?pNdXQCUg{h{ppk6rYx!Zxw7)uXR!Zu z!2ahwY18IifARR@`jdXWph{*=>>5SQ*4F{t;d3AF^=d6tNqlGpsw2wlk9mGDc}niASh7k*dQY>*Zb zTgS|C{oV`}gAG}b`mtils?rsqtM5(Q;niBmlX%suLOAD0b7*$!?W4={etr5Z)0@n( z`dVYCHYk^VlsNQz&Q@N|)nVW~%Imo@sy%8e-`XtMh^^3Mmv}Ym;mXZ@idXATpI^N3 z%Y_50N)xU^6YX}N?yZ;Z9#{n_l|gNpg<)%}cJ2c;CaZ4P=I;e9R#CBVd%W%RucwEv zoKs%NXlHlhEXV9?j6T`+dUtJ1K6maYs;%9snsD{Btgl} z%LLrfDLIyJ7FvIFQSh~QHh+$@R|_hF^1IUI?~O-(Me1)#hxoi>$~@C+^GvtRGX;sH z?%_03Iy7(Vp=ZhIucpiQ&fcEc(9d6Hd}y9&Q~KNGhI(fk-+F(`bZIfwe)uM-*JEX5 z^4iGc)sf2nIlT!^>w7>&MYQ_eUza5H;_l6VwaU7l|KZ1jd2SJ#-7c*8d*|!rY?rl; z-D@IYQI^)bHSKDDMmcxltITbo`TeW)es=Jta#Owi^fXvUMJ{oD@4)vF>(4&Jcl|6l*{ zV4lm3jc!G2K5vOx!ye%pwgy~K&6*Ij@mSQxSH5klLnJsKTCQy|Kj`KZu`#S-(=xUz z`u0+jAA^0ae5lQIQey0{x|wW`x1BrD28lG|AgOB+(${WCUE}Ec!v1)5!efm?ZBq*_ z9n?Q|DmCAqy@j#ub%klmC*F}?u=Ww_qcC^SS|&1`kV`)T0I>bQhOhG zf<_foEMj_oe_hqJ!$jNseyMt{$Bj*(%q~7jz)61kJuc2@SbEEhOwNr=&W==$4m%VM z>U^o>fJAzahlh%uzOm+X*>oXgm7GXWNmb8#a?6o(6(4rLxxxW5;O0@ON#Jlhc5Rc} zwlyu_KBLEtO<@&W$Nmb39^Dl4Wz9D|RX2}_%@Dg6%1=w37kaY>oYB)%=fvtLN_wBQ zx;87czjk%V7DZ5ktGg?3Pg4EhLi2UCtGhP7|EfNB_q!#WCr>Pz`l0@F@7)PU48Gp~ zpW$S*DFc$`CQMmWy2f?&Kf`rF7yS&SBDV-ZyPh&74>!#Y@wvRBd-DCIM>sfVhaEa^ zUgm6ce)>}Bo|lZuNIC9!lWQ=^A#0P@MtzlBusTFSGV!X_rYzMx#(quCpF=ArbG`m}*5uD| z_T7SsSFM_|WS#4;`)}SFclN|ONWxJL+I4MX+1gdw;VTW44y`L?iQWaO9uF?8Y`O2N zl~#JcT<+iF=DQsmvSb~%_9b$y7gpIj?a!pSQi6$BL6wYh(5h=2!`524S5M_qRGCB{FI)42U4CP0--D?A%eCug?Z45pCJK_@l$K`6W?!}1wyKon?oa0p zg(9GWE`3hPhrsz>m6N-!7w+}t;Q9aYV4hRNmOh23`01wirs{V?QeCfyX4LVhEwApJ z3f1aa%+Y;KFa(m_X8V6%rzQ6G_}upYKN8H9)hzSZ^`~c< zDG6IcoL%4R@iJoht&M(bljq*p==UaqGat14PRNGsaL*Nedx`0LO+aOgVB%4$#-zE< z<(9q0qknl#`#XJ5bE<3&xH(n7G}NA~ zDyRw0H@8qeJ#=G)yI`DNLef!i<>s=hY~AN0WsrC~9C+*MO1*8XfBAx11dfNxra~4< z9!xfPW_4X(zIS)lDz3*dQ@?_mg1cWz9RFZ@d-?@6Ce?7s1!l@$ZLWpQz50HCFURZ9 zL+8!EDGBMv7Wg?wtcS#mi`QPOt5u=%cWm}*6%@R-8oKoLK}OZYsP(UG&y@dVxYe^E z4%Ec8SN{BEZ%N>8zv({eOmg+$+1cduJ5{0k|0L*$#Md+Ux}{xP4T^!ZCGYo%FW+v%D`K|S@J{<>V_Wkhw>YUrBXa0J+c-@`)>--DOa{LClvCR0BRhLij zi>OMo&GC?uu4hVJ>9pN1qxV}iKmK#@ht`b~^&qvLA1>(RS6!a|zUTAAU(6ZChpMK2 z_}sg<$LFxXp+)-x>QCDBc5H}OofEr8Q1kDrnBSqbn@($qzJ197O8q^M;6JN1!F=V6 zujQw9@B442m=g|4g1#PmdhTzJm2?-}wz>t}rkr?b-MOu?S2cN7he!w}?zZ|||0fjG zI=C@sPDJRLs>@$v@7GHUmVv$R`lR&C?i<^moqZDqOTp1|v$wC>z78DqcVC^!16yq- zzI~OJn62fW*T3_X59NWJ{t0Z4;})^*oI?2Y_n~w5>(g}#w-?1$5D6G*e`Z`8CY%BNb5Q%uxH4*7yYar7+ zi#~e${{19A_jxHeZneRckdcs{{raq`zpFu|u_UM%*d1ZCX-Ze=O3~Hz_k1^axmL?W z9%zb_gm$VW#7#q8uN<$s`}ME6VC0Prpd2bbv5xPV*KBTR;^Osq89x2idcC#ru?Hsn zOQ;deVQKlR^>9gZzReY1t+d!{f7b2JV1}fPyA3+i_09#JpT93vt!EdWU(=cn? zOD79J9Ad0cXu5_u3H4Sl{I_fk6l|LbsD#ANP%VDNu?`QSNrXY z1P!`XT!7D2NAZ7N8(%l?>-32b?}N2VPx^Ri|GAjnt^37cjl4;hHtB6mz54!ms8)T? zgbzh)xGOG!*QxTI4g9cdG56e$9Oqh1UmuzU&Oj4-ra!&(`p!d8$t!dXRCvFhP%_oebcIT;8l!W=J0B`YguLq?es-MterP7-N)}OUz2XsbT z;?~b|pFVxQVb>81a=?mckOR0+7R-G1-nsK*Y4a{o@Qxa1qbZ7#uO^u6+PcobscF~N zW5*`4lxjaxvH0?Kvsy|?Vve}uWYCPktFR-W#^R;cN~3vwVec=W;J6ib1k_K6NUK-5 zCYhO&9eZ)c7Aa{-$J<>MpjOYZHw=<@mtL3O{(jeFGi8YN=TFEiKYiog((w0JI5=N{ z^h-_J$a6BHeaXeOrLBbu2Sp^<>{+PVJ^{gB;p0Xg%71X~{`TM$L$@{N$ zec*_^vbF;>s8Js*IcX)I=i=zsT#r4PRRZn|J>g8Lhtz#7(Oi#$pzL0V1PlA)c4^7j9TDQ@ zFQV%c%~f7R*C*Ml6#ut%zGtECc)trgIG`ALs(ykFNOx4YM7;Tn=uWRu)csYMvn}37%q_%2z>2%+{!OAKxq6O2%y*+ka+76yH$bWldyU;$a zJZDh*tK>s*weqx{b^LD^v!tl|dRSeU{$FPYuP6H<)4Jy=QMXdpeK3X0xbS+`YsT!3 z+EKQ);BCYXp?zFtPN31}O9%b4y7R4e>8-lE=e6Ih2@U)Hq#tziaM*F|`u4NuJ0Tr? za2oc2jDNqq4;oY|DAIle%0@3QxV`oWvi-N}dZ#p`7|90}Bl^mZmv$Fs?o)2-{==lZj)Ctl zd$4zdyP17KTgtX(yp6hetMSdBgYZ?QO>0XwB)yFQx4fqJrFK5fX>I0(^bpz>o2-e= zjVS$lJXEWv;6Y8;k$Uj5<~w!`o1eK^e8>#nzd@R>Z1vp7Vet{W^dG9$ zrjHKhO)V(fcx-XW>e#noS0AnkN<7khR|{Nhac+BLSY-3T5u}-a+p4+Aq4mcW^B3>w zdHdP@)m*8M39CV6-s8ZitLwI{`X#wODDeoh`bH&ifmxrREw|y^t61~=#|Q1e#ZASL z#8#f+}4{B+A)Tqr0{~fYdC4T9l4)$~Lu8<}2VK!-f>~;@diI+V-sJ6A( z=aseG<&wy@Z-tCsL0UZ_T79#^XNSbbXHMl(mfK;+0FEHeZI3n<*nD^xwtqvtG=JHO zxsL`0ItPU;S=Z2!PXsjaT)p>)%4^KgNKZ`v9_?f^*xWi-k5HW`^zGAkF`6 z+1|&#`yXFC`tehJvFd6wxi`L$W{uoZ^S9agt5(~r1qJV3O>ppn*7B}#KYwaVdMYR_ z#M#81)V^Nz>Sdp8|T-rj(UA)TY5IkXJBoy zQt2R{<@h4`Y+mcF&8DDiWiEH$oHeee^xkVwQp<)WwafdqEvwD;t=_f_G>~u%w8~lS zMi={ed#GLV{dxP2tk}-tT?bBQD2|-B3C)pR?B{LZ`mR4bJcs+rW>aV~X}L73?bfVU zC%elw(t8g{?Grgpm6vVIj9c=-}h#yA>M@ zc@un+|J1oH`+4@zF^EGR2TENIkiL9D>hghOQ=q9Gv_&Iax3M=fAsLkN>TITE_Wiok ztABI(^hOgV_xe^relb{7u6w^W*Pc5NG%9l2e$P5@y}*25P>bhnx*{k_ZpU+74B!ro z-JUj;Yw=$l7kEsTmLw=jMRb7TU%LNiwQg#5X8!>vn43VFE?(fe2oiw>4tI4(jZv5s z_nLYaW^Is#-1n*FUR6wwOQU zf8z@Ft7rSQ?dLa5*?wKE;i~$>=hD`k68rN*H`Y&)zflLtTTEWREw6kFp6(a5^pFR` zZGUjy658{k%eB0=JeT1{J}8Xj8&bKFH?IQaV~%=;-@c%X+;AzMZ|i-TsQs1=tbY`5 zaDaqCi@bKfVDc)jt$w5Ah2uY%oQJ0txbgvOq*0twoz@tmMPAn zxti_Qg2F`Im_F?EGc^NCT{<}ZmKl>qz38!4ru9l*(cnfQ`~5YG%CC2sF}_g(8Rvgs z56|hNI}B42#67|708WkACjq-XY7^dTi5@d-n9d=4!xhw9lC8PIzVgn}MRS#mH{_}O zsY%vnyq~T4^;vH#^J_P7FWA>%rF46g`K!(6!&VyfF|Lu;zN2UE8~wh%XYzx@8Mjn_ zuHsT=d?O69)z?9M+WVhfZcI1S!Qt)Al=M86K)s@EkK# z_@r~{#GwhGH#k7GJr-C!oS^K(nV{@pu{%OIK%+*yd#b5&;d= z2p#a+aOiQ$T=oxZj-BuVIrJ_I&%+`~@vqwPn}U@Y->`6|i)S-=sY_(5uki1V1*Jyo zgD3nZd^l(E@`3na_6wk`;%W_Z6Ij$G+AOT@GreJfR9}osg?qLNU-`Nkv~5}FfSxKt|wc{br4YfQE>Zj@`TRVa( zK4F6!_S`OEO^}@35X5;bit|_)r`v=odx>~fX~qOq50I~7Pd_^c+V?EY5Y{wtO2VI? zUpDNlo#LIM3bsjyQ^H%-0vwD5AR#SKLIEvuo~3^89%#qlHz5bmydTrC(+TUR*liN3 zhX;PanyCx?j(}DLL?)!DdO%kdypMl!o8?2-WMyrrBfosxegG61py_bo0Ih=?!GJy4z2^;VpYc_Ga)(H05t-nF+eOvjiaQdzek+}Q3 zp0f#D#V&DvUE=mGR;%aTW-aU?2Pc*)fLENTEx6K{yq5WE$5yY_kGuzr zS-@pg=f~KB-`y8Z=z$W)+;9Ggofm6PT{@vP0bFJ6j$d_PV_0L>mGG4YyUv?ifLBZk zKi-}2`1E{RP&`%N?XO=y`QrO@$t`!&dBFj==B~c!gNSU0*!781xfcJfVKxSrsfPPr zS7+}&&j+&S?z`iaf2JKcws5{I#BJO5moy~5W%%kjeRYV$+vn0#U~an~eY;Mqp=Ex4 z&er;0!5xZU9-GAW$TPZ$H9&&mUl2om-&Tez?GfvP61U9H4^RUK;IZ=B{M_F+{|VOZ z+j#rm&iCxUFU|id4-STH`>)g|ul@gJ`IS(uo^PLf9KdC7QqA@6*S5{SEC2AhboE>L zT|a(FZJnkrar3VrsGaBid-GtV;^_@pSx^}I@*dCO-)Kbq!SIYTJXW-2FU%&r3Jo{E2#%nB7K>F@q z$=ctU&gi%1FL-;eXZts+N830bNH?pSf#)sM6T1Ei=&k)VI|33I*-Tzv&9A=lf1d=} zT+Q{MKC)rUS5TXzfjjZbuG{w(J6x*=$JVTdp#Q#G{{_eH z^=h5SFpm|ML$1%CJCVVxL0H-W^4ciAH)dyC7Z4mZnh7{knpyK<> zv0nnEuCp1!8bO7dnnK*K`Tg~E*}?~)`9;WJx>muu&<9sm9hkYC5!6c+b^sM_?cIeu zE3{{^oXKGZ*G~s5^uD=Vn3)Sn{b~!gG#2MFms)+*5`DYOzU3B|;XU?+I&`d6AKJp1!(@W_H#cgyB_(0Yl8IoTUmd{zis zY2b8dySOlTJ=4aBhlQ8CPtD#}V;*_m%;t4L+INT%zYHy22b_5$2dPO^mR8Tn{=Pyz z7rfx$yGMm^PD{((-zt98JRm76?)t#1U0FoC*>ba{CCTC z^J7SPKVeE=@jBV%asBn{LF@ly)xqok%I1j5rSHA|cbUF@&-8DVI>y--W}1Rl)!bH; zbgGwZ&&$X=_Xj*U$O~#JI|pT5*m-TiFH5i)rW#-~t}PIiQ;)s-ahblo%VWpQ#|3dy0q&`YwW8- zdhpTBO)90X2J_AYg>R8eybbCT__^&We3Mka@!g)t8{5F`s%$r}+q>$oYzy^&9kw!K ze~#F^I#1ZFTCewB&!gX`+%QwNaW94#kmt5+zII6@*tnEAv1=qXb6*GDzP5DhT5gH+ z@=d*uIc|sD0AaI0_by0WP>GqwKpp-rH1 z;g7M0H-T0YRy|&_bzO#Be93jtoXBp_xcN6Dqj)Fzv!V0F%hp0lqKTKb>TS)Ajk><; zgU$KYSnY?s<=|D-_X^gA9^LRlD-1H2lLZPkbLG3KGj?^~3;U~TZEAFA)zpHrjiC8g z@3m219~E4!?=n+f6D1zDwgq%dO2@Is9!s5EZ_mAd4?LHc6&rKaYOh}H@zZ-GPP6If zKqf)&3;t~X|L6Pty5Em~J-7e&$N&G+_4WU@-{1G|&-VJ?r|bVbzyG)Y{=ctV&p!2E zzy0I({eN!n|NrZ|eck`p=j*GNzT5xr-*Nf<|If$&|N1^>|KFec|9;#4{(n{N#=o!M z@BjbtXMcUg`ycUjzaQ8C{rbM{|Lyp?-~IOg{v405``=&x=lA}9|F+xz`}TbQpO4?` zzhAfi|8@KRzo+B>ozMUO~Jp;AKF72F9~a(-pj!q(LUwdNIi`O>vtZ?ZqS+3(}?YWdB4z zMh1pRCI$w6geHat##(nKhKd~h^8BLgr2PDBy^7qN0B=Sn5eC@#Oxj__uOIJP%fP_! un~{M*3Ptk|kLee^m^46E{`O*$VZQ6hH2t7ElgM;EZzcgYO>ZU!1_l6L-N9`D delta 18355 zcmex6i}T1dPM!d7W)=|!1_lm>9FK`SYngI9HtzOdWXkc_%*w>Y#+T!v9hTShAV1QA ziD6yuW?2q(My6>$o836KyKyoyeyEqR-n?Gu38U3CjaTdjC*^ld%doZ+YP50WUpC1k zP3`K7D+vvizdr7q_gc~Z-QEccc5!ttsoZ0K`jV0B#XIuyZ^CAkN#IBwXQ$MQRSYh(o=#Y8sThH&8_I-XMC;w*JtXP<8FWYJBa@NGwN9M%d zJaPIQM?C9x`K&|MkB|INyKyUU;e)RpYhqh#AJ3Wv z^6vIaIj1<}d;E{xJR0@#(v;qP_K8t>v#^Rm!b~o0Vbi<-5q)N;6W=OZu-IS!MVsF!{k^DmUg*t`)tgp^rV6j#)EO%I_1=!}=PWqQ%J|mD?}@)9Trlh2=Q?5;|&c9O)il;AIXU~m) z4^8!WuAZGN1yFx>YtJNkU=Qb@F(S%-+D*qbrCjbi!s zdvPzmvS(G#hhxpqEEr;0@*JdG*R*~&EZI!kRgzl#_SCa$Q_ntFU1zZG)sI||)nLEQ zy?3ktssUaiOxqQbTDGu6q+IuAWw?UIJ+&y6s_muQ62#ww{l`X#X={@Q1;51YF zc0sk?J!q0d_inA*eJ$Od^;vOYZhJv7t8(K8WYKZWg;EwDwL}mb23L=ABua zT74xSYCrD%2#Q)xGr3b+HmFD6m@N2D=#JQ|51^8sJGN@m(r+o=uTP4_1#kNRN|lf2 z7ADnPo+;g*yU_ma$AfuG8S6RCw9d}zDFBt-S5my!o}3moS$EAzj(D(3IzRgU-*#_> zNqzLDR$a-5`Ul;X-kcD`9E+*mHIF} zVeuuMlN{;d*-O1Ww_TZ(lc{=>Y0;~8z6)WqR3#sR9kcSK{s(AD#{5qxCj=z%CTVSn z=E-SMlU|1HTD>hp`)vKBo)4g+jAi@sdtcA|zBUJ%1snFWNKZ|32ZfAwtktHaWhvgT zPl(0&yZz9*vBJdK=n$ylS!8Z-2U_v;!BYKHJ=vQ<)<(5W7gy=t^4hGdyayBxeLWw1 zD`rHw42w1GROEQQ|o;egu2h zymVb*aQdIa^>XrWuIxPKJ68}|ggjrjrub<`obr~^W34G2>#gdd(?wD`gdfjNSbT29 z@w&wA=XP}Qe1uf8rSDE#eJ`CWZL6kx%WARQVMqo!c8`h`ke#vU{_1rXOS*-GyKNAyY$%AwzgR3wajZP^Q1L-i8c0*=T5s({rH~s zcfX$erryV9SsUYTtTon?b%xdhbB}L2mmK@tt=qGE+qo4-1?uygde0kY86Gh|cemA^R* zYdAc=)Ly!k|81a)}QO zm&Dk&hf7S~tkS(@^*CswlyqsDyqksLK2Eb&XYAG_%U=W82C0?jdTYsFyK3hn|8qxH z_cn-85Wj5*Ob3|?_AxXvrr%*^lBhrPz6X?4Ku(2<$Nbu`?pxxn30YIc-hM4^?>@5O zJ1B`u+^@(gKi1D*_WBH(KQ^rUnkf5w1K*UZQ=!SK;u#*5>-bl11i1$6u=?Kgy7WIk z61Ja%2V~ImeP0r5-yZ(bb}2O4r1V{7tpv2p`Ur9C)t%|`uqxMTy4{-fwKMD%m4iYO zL+LeCf9?C0xa;6oP(XhEWdP3V^+`34XWo|trx27d2RR^bNodrT=eJwd_ke1iBR`ha zM@OfBOSJvHVP35Sw3Yrk=GTUO-x90Ne}EbbZfjMmzpE9#Qzazz=i|XVP?CXV!=?PM zv*oXCw_5}9g4T^6^){b>8N33u5J1s-Z8QJto9)o%!Pawd#q2M?IJ0Mf10Ga~yu30i z`el~gmew@IYnugNO|pgFir20?t;uhVIM02ABc4^dHBAwcPV6q|9H|mZvgI~}Cn}Mo zTHPbR!aC}|>VVajg4A;I&Alg5Ia$nY<;~8oZ;n)zCBYlGFOU4X)%kU;@avnMg8Pi_ zu}CjXQxAK%^7`%_`Iio9m}YOBw>9E?6f}M7Eah7&#=TYSb+oQnL^tcTq${8zGlL|mgjzRoar~r z%hPs!NnZFZ`PZC@p!UkMuSt!6B_7T#tQV58+B@_2GTmE2o0YiNoM6&Mw4Xv!7KWw# z`T}aNEPbY$+&H~Q@Sddl!G)LE58PSO`f+8Nx7dwItlLuHfs}dDDfgsP_DQDbO$^Ik zo!V>uZm+RlQ}PDB2Rf%RAT91i&>&i~RL?bXg==JehHGR(pjgBd!Fv@S<`xRs@a@|A z)Hh0E>9eiLjiHeV$ZboVE316ukM0FESJs?j0=Ldoev~qp>utL+?INUkmJ6%bykl=| z3b?)L!mUjQw&{HMWC%``g+emcuNmTgZrOGv=QPvpO$WC1)I(Arny+Qmrr(p%@t4q^(x9VPAzH0rgMY^Wzl@~)QxB7#H1~NYm zZ0mtGz0uYCo(a#rIBixgtVhy!aK}2i8`CaAdcP>%1-a+Xc2Ml5MVoEV1+_+-4ll4j z4Ng7VQkidWYD8D>oLzsKZCfg+M-l|_Z@1mem*CW+D}7@cFS_%kqoU0kHvU@3yk+S# zQ&4Nsvp~LQDJS!7BanaZg3N%{iz~gO&8}?A$;iFQ;P#UJvG!x%4S`wPQbpxv@BNqu z$}u3<+&r+Y9+4h$ZwB1nv~X)Gv&3q7D~IT;dzC$G_a)U2KF;{F$#jG6Vo;vZHNA~U zpIcI$b5FNjo5q{42G+ixCg|7Hp60%G_7(%Lv)ghKzyX2bqyyV>7#2d>-}RE}2Magx zJ(%jB?Tx0vdu4Lw=_IfXuAngLF+Z5Ql2iTQ9^>AY`4@@(Xq+{m2V$oeN+Qw3WtPyGn$%S=xAyhUddR-bO% zmip^p#8%hntZk_ib3rXqAsM}6@2^hGmGp)5s;0q;%_~cFySM6guhs3&ISncXLFw0m zlTZBd^S%??der`dyLhm4Rv-21(zK(urX9UD%{303@-;v~>{+lw!am7uTdK)V@W4hi zqS)D{b8VZ>wrx6_bd_sT_i&ndo!z$P(B-2)QdegQ-VSQ^0S^se3zqe|phiK>s+*ul zIvc-jm6&&QR{exba8Ddd&^*}+@+q_@-gh`f=0N(t5Ip9Cg8kU+gvD2KPHWl3x;^Hp zc^Gu~(q#*t z{hYHVcjm66ki6wqA)GU1R&HeL^6rNRR*St|Ud1x=8%m&p!nAj*u5@&?*{54Zhr;2m z`npT}uWyvZ{4BVyk;Y*Q4 z1NPXhX}xQ8rEgB_RoJrb4zvz)OFjzLuo*0YQbIueyh&HuF(Y;-xN+-QAfxs;*!JV{ zSzwo<2kOoG8@D!11WEN&frl1Yj%R30Sp}+GKoKN;6FF5&XGbqn-?)0qjxC@h4ITsX z{9qxmKRjIb8K^{e+XfCiNdI6;l~(S}5O9bJ-`>R80vo$vIqrDf;ocV4;8&fwH;-(q z&q+dw=T*5kuiVNd76rwA)r3Po8Rs)p}O}D#s z4_QA}v54tOZ2>F1d1M=g@iYJNfvfnO(`s?iZWZMJ1g33>$V)G#b2Bu&e>aj%=5zy${quTQH#`(U@(F;J|rJZ6a7nqhy{`1Yomxi`-s7f3f_ zZg1MTHPslDGeHBbpaQH})eV#}XMvRFq@kptb-6e1+yWWGgOrB0@I7b*)i7WOA#!nj zwAuA-IeED^d5*nef4sWyKB%sLs8S)(dwk28oYQIBQo-&)Zr1GFmRgm$3)BkQbJ`x< zGkAH0ExEY|?CKme^I^uH$wsaV=5FLl1uL9ge{vvMULs#ug9 z1AFJpHsVab_-h@+a4cqD{<;-BHn1ns7on5ON zePfy+sKvc~soESC|ARXwrYA;k+W->QMRB<9R^8|*kPK3_6l_p;WDVGKhz_XfTdyqD zjn0bRwq;vRePZ;sh6}rjz{B~IA6Q6apBCGe%6)rNYwpcMC}|+*wo$FtP0%RoW?g9G z?cl{*-aIB=RuC6{3_Q%*bUdTu z-744nymJHnuO)G3Z)81FfAw?k|Ic5SUC&OMCh*T>ubuVX8p%UO+vTgKWwwBZ?xiLL zEz{lV6CE{k+Xf%y8qquR76^k{;ffMnd*;P<)K-TdIOLR@xNuv;=c;`hWhd=?o!nFV z!sJ%G%?rq&ilV0JouKR;ORpAi>qkXL9ELTtqs;S8&o8gP$bT?)mV{!W==KKP>U|rf zCq2DXpMS%Ai(+D-*Q2@lTSf05j?-4QXw;2G}`7s>;|?c z&2Jkxt~Ko0C_drCujxDGze=uyhY;h-Qw<@r-YtrMxq8cm#T?+qs-VE6DNV&xsrPlXY>k($$f#$^fY`)b@*kau*z&{YavVh!q$c!bGe%I zIV}C+Q%lX|9;~acl@*lnNYBxAII0Fwpz7%uu14H@W*S8xc@QCKHs5m&prMm>nlvMA~hg-{&>dbd6K`fc|0>GMGGtUF(2Gn}2;LN^Fb`kx-LTutS(jNWvMRcC)c zQiK%fy&gKsLa#ek#7`A-bII7K^c^zk(YNp>hktzCoRGA8Uu83to$5k22u|b>e5v>M z%FEV+;{BD7u@<*uM#{-^1+T8Ybm#=fUEwp}-d??5Q*y?%eJ@Y*H{03$S@+&yw&11J zO}#xmac=uU-&-6>yvEzMzv2R9q{Z22s^ZL76IR4c6?60OSkD!vd8h(Z9bU*`U$}Yq znQP^|FR${KIXhK-?Y%qU$jjg1jCXUMB2q=MxBHzP7&5vLyNFt&K@<^~yXR%|B$|H~n3y=$hROwI3HiS}1KxLe|8t zjo2Nwv20BQXFRL4V&YLR3r@b+&mO9CWAER&R(QR90WW9vwLa7A>wzARWZM0{KmGg2 z5fXX4o+~4FM{R!Pzi9Oq11BeK4{&>{{+MS$&##&tv-j2f-qF8%A9Jop#MZJkQM>Q) zpES{1pHN;~&FRxD2c8s^niRCPY-`q4^FmPgM{E_k$0Dtmcs1%_p;1iD-%rWwug@;8 zWxq9HL*Cnn?PZKkMtiTb_T+j*Y!?F0SbBKfy>)fh*6h;k}x>((q-C;Y*6jbUt%=%QeESL(KH{`p> zwVO$JH7 zm3jQjSmoi@(91cpKaVCuygO@R(2laL1y`kO!!r|8T3WRq`fivgD7H>?p5C>izI$W7 z8@)JHQOka-XG6i;h#h5p1%GEwTqxaEpCIQEu>KXTHxftJ}SD_Ls{G%scKZ_032=bZTqz(_5COzSdi-d4J#QdO?VH_OVk_!9{A) zrRk@(uAiEHUF-V1@Galg#Bk<==FK?e+S6`s-uLGc?^@s2kvqSwiKz}-w|9L^vi#%M z@%n8=OA#q2=6BT2S10dl>E622w!*!zu8BlfP3Ic}ln zETQ)*58e8z*T=PVdxXQ|9(#csnoZ(cZOZ??zQwS??``DrZ~OdYr+e4GNvil;EzNLk zC8RoT2wMJatKZeso2$1N^a<^0mLdVd9VE^VgRhuo` zo9}d7^~?HVFYm&O@MLGQur}AJwDbKc-CGkjaK63SA_QtfEYn+`e%&=zp!_)`vTihg z+s9tpnzD=MZ_b_R-r$_4ar3Cqq=2dm0o4Jqd$)LXfAetqajHW2PFqWXkWJ+Gr`PJ^ z%wMl-DbJnmC(R^Q&kyyihZnz87Qa*!ztoLpwt%VO?;tbqIrof1_y4)Frg;Br>kDly zwi*wgOIs_>YeG1$PttK-CJfB%NB=l#;Z-}ATRdPTGd)q{&BFE2rt{Dj+ zQ^5JOXYzyh^Q~@A2+_AM+cgyuu8{0~UoS1T5bBAbmbR#tSGUfDMr~0t z`EV;3GSlAVetOz<{r^_pCg)-zr?E|2+A=@?P1}>-Yf`w5_1RHuTi5}O0hn1 zzL&-B2ZZUKab699kX=!q4VZt#+Pc@k62CM$%)|vx5t#17RqKlUgcCYRqXBdvj>h%1+Ore z{9xnFL*JI^+sF3&-oY-mj+q;*+1aS)@ArFm-)f#ba0pT^I|p&qUtcJ;Zdd9hE!`ew zPHtGS^k>(c9DmPO)924hx492$l^r@X^~2}hyA#eN@Ax8KYx8S5$p5V%|MPlk#tAcuo&URAmx z^!0^R*Ffe$liga;c~-9_g7*Hgk&5Q$T@%F~wic3R%T8~Ju)fQ?CJGXBDoe9uv#ze1 zUjG{08sgvm9NZiPjfZWIy{0d}tW1{E_ru47d2Tnh@Fhh3E`0fHVWj^b)n+Nl#LJ)@ zVmlmDnc)0pO*doYmhjHEJl~FpoQr@1sTwk+6To9CSl#OcTJ=V1asv#k;)a< z>ZBfDlDV-j#Yb6bO(bW!c(#kzS*h%^QqgCnDigC=gsW0PotN)^w|-xe)QkIPcQv$p z-l50McY8LZ^)86~z4P_*>pfA;Vv(D{IWF4+tb0}dXD!{H3H2M&mO_1AXaZ`*oqf#o z&gS58_T7?+r=<>V`d0krSefIo={#8}ExMrecGe>^GC4Q$>!X6HVs36fIKu>OUV>&j zS=!I-P+Xn0@kQIl@_GLrH{b2pklgzu;(6xI2>uOSYa$@QuDCR*cWcts**xKyi7GAE zw+PkWW0B@eJR0@zWRz6E{y!NyeakuR>~8dONMG}4D}DJpRjTK)XsWjMkMD( zBxgq`TU?UwS>M#Vm_s`3kf-{73G3;hx@nKYbY?-Uj_-XEK7B`xJ=cP}4{SH3LJ~~J zlxe2driET_S$FAB2S@ZZj(H`?^`K>HhmY=vU!Ns7J?;6k-F%nYKpuTAU9HHe_@(gW z+6fz=+9!aun{JzC3NjEhlI?T|WZ>0`n$W9BlCx`XzPogUgEKk|6yeTBx*Lt<{^&JJ zDJGrKA2g)DgE`z1Le;<<_iatPnha`&O%T|}mA5|+(y^AlzAvl#JX0i};IH*A|7^_pIKMFf z=`PE>a`xnVkRN74{cwKzQt6(jjLNGa;m_;2GU|Ag>#MHw;Iby}qF04*PD@K@cI)zU zKX$E*(mA|F>!+S?4=9WNsY%vXF)TUlfBjZl3pBsCEeTnhyf&)z?GI4W+mN;No^<_p zP`jegKur6ZzI>0WiU}m?UA1b;lKs6>dePFy?qO@e738dmL0kK_W?fBhSO@AruD&)g zR2wv5A~S3Kso7gL$ldn=WjATTu(ir7t{Im6HHrRxwdV~qyDKftmd(DtYF81c=Xzsn zUxGJif?CDGq`v>dZqM$>yWi(7|NkSwTxm^|d%)V{8HZl8c&=C7pAw*~v?dCY<*r&? zTNQdeV?8MC=)*J3#ap%u>V7(w+wJ|#A}{|YttIv~$GWf8I~V=zK6_#nq?lI@T6Jw> z*xKaPQSKM!+OtTz3x=(2DL>|^F8_69{S@=ek5=opb2h%Tx4YrX(S1$O<@M`L$98{8 zz32sQ$q8z@zK-Y)i;dpt#r;_0(4tb7&|RRVg9o2o-n&|?``Tl0F(WN_ZH;oqwd?;& zC)au&o&~cw>)OU^Ym!$-x?fwPjBxZu^LdLS_t)gVnd4qBTvM}Qw&1ok$`RLo{+2L` z_HUQCxe1(Jyxo>v+T^!2RW|yx)y7oS8qqs)Zs7E0ATe$0yt_{?)m^>tM_&F-YRiYu zy?=XrK9)vac1uY*4s*8b>k#W}D@)f1TVLyx)qdE^4w{=wHaO$)_fvD>O>dCJ(t`D2 zYlJnfS(Z$=cDm3~5V3)&#GOSRS^~57N_Z7YthiYLD3bd7`HK=+4XZ2kV-* zfV#gwejdy7cy`^qw^SnWAk1dg*CE_td#zJJk^Lhv6jZ6WL~IDFnA7`I`RnQPXFsn2 zRcL~VhrNE(|2!7wGVS_q+tSmQwkm=|KOz=r38lZWE9dk($0N5!tXa&FFK)0g3Dl@DSBl+ztukphBmf?2ynPjNJM{0e zxTURyj)%)&trA0t?76R}_aBQj4ds3uGxe+1!{^fMyI)Ei|FHMg^ebvis^QWL%#^=c zT??CgwZ2|j@Y-rn)#<7dx9h>2wheKxLbR%M)z?*ah3TNsjaUzB=w?(+j9UN7_Dp## z^R1o@aUfUOD}Vm7w={6K|MUQLCb{}%(Dczpp90I@?SCzOA+6;v z$P>FID`j1mX_lzqw8~)`8k4vnNzY?$6(C)Tfja4yoysmd4J_-o46OA}lk}rRD9b zGxe{-L4%M9#f3>%ldjEP_x{)S?ShHh!S=hv9pBSkn|<$09xUVTy1KJ$b=B)zTDm^`Dr+4p~255-h#u^}Ve143E`5{CYp#QjP$RrwK)--IGew6 zG**?JeR(SOeuJ6vng~#3cJ_q9znV4c3w;lFLA+-iq;+j)*qSWyu*}4os~eK$Ms5rO zEw{FDc|3jAuc!LE&b?lj?=Tyb=jZ3YNl}TZi@W;e*UCSW9D92n&QCAIz5-0Nr;< z51)JI_V7IXTK_lcuHWVjNs#>CGo`C^rReH=?mN7?zwN3ofB1Cu74XtQtIE$cOJ?0w zmD+w;=S_ro*&0yc(VkNGckxYz@7`>tPLN`)ZAr-*@3#?O?S6+wNw5o*t$}v8xUX?~ z-b~69%e(`&eiF#~yFEv)FFl*YxusPVRxeCh-XqPkGsxSe{zAFN5p2Kb9(EXFU4}5{qp^^@DPpT8|Gz4Hv_zm>uQ-l<}I zX{zK(pXBBKeNjtWCkmRZH8nG8S|(a3Bs1&n+kC6td71vvPh~Tlo7Rbb1aWd8i58Y^Y+Iu5eCfJkeP&Gd-9sFld7=Ty$|^6S1l8yMNosYG>oql*(`cYKXz!c-joCy7wwt+Aj78LC9ZB(Y5r&MST@7}=}G@etuB49 zvOf;$H?x$21K?yxTgocuOE0eNYAsYb7|RSIemJdX?8 z{~gKmh`Zdmw{U)(?FvDmFJK?2fTk1b`8*#-FLjj`in$U6ihyWA^@9h0JakJF*SmI< z_t&-f8@!yquFb!}fAUWK`U&ReJTGil0@qI-(~MNSWhWimeoeP$z4Vv0re;n}`#=dm z?^FzwfV-s0wU+ceVW2t@Z|EBH9)JaEoon8hCfM1{h5Sp~^%i6n3`RYAiM_Yee z+p@mt_5^`@lInB++_~4Gy7{&9Zw*GtC7hn@zdp@p-LCl3VaKueb9}sapB3Hr3^vQx znjOx4eVyn!S?=&d;RoG7gVuglKRt6l`lerZ-8#Emb_p-%i_`UDIV~(L*)_Gd|HNoq zXafy{gA>3K@JM|9)qiV21FCv?uHgMFb8ltHdagPi|8-ZvV{j4v4cz@sP1#dosCTyf z3Ai6w3+YF`jNW}~`>IS(`CaJz1F~bNC%@_IyzjgJz0I|`u?1AIiuQl>S3KvvBceRu zO0v|;go~iQ)aAggYwN_;#%f2^TThs4F9BcCzhNq0*cw@FQ19j2rHwj;bJiAYNQ9JI z1ykC#uI63+?*9%iZe^Jr^F+ZbZ&|kUKUlLQ(PQg7iL63OfQ>Gk=u%TjbvC?`CpufqxUNL~mx$?psS<{qtJA#o$rnZ)Syi67PE^CuqxYA7_@&`^vrh zV?z5aOTMqN{Y(GvYrW9HZXE(1n&@gY{f3yms+~FDg^c!K{P7MiRM4P*!-`y zW`j6CsL}RV@Ym1!B-<@3t+Y z@4a^Ht=M1+YMFf0SeqFieR<#3Wwz15hr*A6QX15<`B2OH-Ob~Zu0%6|6E}(*r!U8J zWB5Fnw&SlqB(7t9b#oRt?7eNAGJT!dbA7+2R819|?rY3sR$uxZlukF8LNdoO^MheF z4y!<;IqcDw8LpY|9ZsFo^Hi>JDJ0I9EuOM$;k0E7r!E7DK=%7^n$4*?di(vfUDdPs zrh$WWnR3}#)ko8NGE$m*H6Ol7I_s9{`&NTMRZGJT?V9ox&1*lVc7O?~Um! zCQQn)xwFDRk<<%`B+hM*3=3=$)SHg8@BWyOEOlVUu^)eXd_K=^?S(kx*kY4q3(b}- zG+ox%tBJJnXk8SO^yLG`rhNF^`?o^pvdq_=((y*irni_dxz}?m%jx)VLLw#h|F&&^ zbX-6Ysr&!KF1?*DdriN3vzeYc?*vM1)AoxjS}3+?S3aoG@@caGJan#IY;4U)Pz1MB zY@WT}J7w)!TPE&6a4zh1*K~2#b#c~qVdf5m#-mV9&YQrGCvRlxY^WFFT?4j|`$UQ4 zua(g~rNE3F92U3OcS}FM4j+SRZm!JT|5N`u=^q9NB?~ z>d%{hV>a4*&Q82m;N*0kES8qN8V}zj@p`;;ZNJsM>UsQ9*J|N^2jU>HQ<7EtTgUt7 z=UXfreyRMaNmgfk{C%y~xBgGexBbDs^>xU!Z@*Rd>YC^3Ee1jdzDM9e z{Y=e-4osU=aOvdqJ7!E8^}0RWtoK}DQ!w}6EGoY)mdkX*6;y`JZ>W@<)?Ju<;(*>H z@Z79$z^)Su%O?Iha1S&D&TvnuBthJ>B7IKDr$G57MbpLJ3e9XRRetzfx|;LHJ@1v~ z`8qNY=8(8z^15qrWmn+*+HGFkk0lQ5+IZ+~+2t$MpcR7rhp*(F4Bu)Xbii&RXySmS zB=Kk5`V5tZS|xBIQBjy?XL!x7Frzl<>LObn@gOlWTXVhwX+-k z3F#Mq-Z4R6a*HnmSf|4ha$M9#VH1sMwe3Rtskjavq%aWYUqAcwQYHu*z-~e@7miO=23ErBm*3g^4qAYRf z!rpajzD&QMFL}j-LE7=q&7-p#E^!>Y#qnx3sODz;;Zk{Ic7ifv4vV%;?5*cEk57Zf z%^0)~a(EfEJgxSe{ji={N!t;ctX8rluVqPI&7!RB2pME&T*IPm<9Dr+VSQH58WvCl z`yLR`n_d{W{}VWd)jhy5Y;`cg+Oan3jh1c?%Ld_|H!Ps8yI-AQ4a3=Y9}ng+-QaX9 zXiDr@{8{&a-vnqpg7w_pUsXR<%nhWVtO+#8_u)J5gj}Wy{xc{1CV&bOmNUiIS^v%i zb=QRs_)RD%+o-mnq-kSWQx*G56x$wzGxg*%-g{=WNf?x8%o#tHvKV|f1i1w~_r$nV zxM!3H8{|mowYmU(~sV1w53Y%9y;8<#-h5 zu`tfQH7uO*tlK#i_89v$Ie$KK+xq;wj|bzJI6%{?2P!1r%)R6uR^J4!F=sUdarSK$ zy3$&)dP_#Vm_#I}5M;;3pTFHTvl;Fc7Nw{{9NBj7A6OdPFlO>nwYcV0kTdnc39o`D zu1(+?eMxZkxuo}(k}`x3c!5IkE{jj|M}^*rr3&CQ8MgmQWAa+&Qpd|$x;?MzKQlRk zE7?mcOLr-K*VFBJwV4kTg!_M;ejUGt`yfo4+5)h)uN_;xxF1V5gmVaiS~|jycR%HI@Ni+@g8Ix!SxRY+sn0;4bN}>ax46a^Fu!D{7x&^nHO)ql2FJeF_peQx&kAx|^watOM3OlETKI}Tc5j%- z3bAY2{(6yyWL<`@iq}?eF*tSJTtgV@tADw54wc=S5^%B^_`Dc`}X{B)kq_xf&r z^_~Cw8SzV9qwAnmR8o!jo%*OvNkX^2!#jT+%j}3hg5bFQ>HX3C>ZAOuqxX+I z>i+=S`^LIm{hx5OJ*Yl9ZO`+#VCRcZzw{-qXxK;FAG&!o>ffbbzFWV}j(Tn0So!-P zw4cxv{WAK0Ztl;>pAi3~zNo(^acA26t?~~i*B6#;oVNc;UGUn!SLUp}wCHM`aJKy` z$Z`T1-M8WYD|4A5euMN)ZZK?FH`_WpeRn5FV<9Lng7qy6`|Z1jt03vEJ2-l+wq6(9 z?#pmr!e--7WzYmVWAK~yg3PP;k3iQf3J0v(zcQ@8O8mB#ZcqJshB#Ia@ZResljTde z7wz7bA$;IlKe!w|^Eb8X?_~@2l)vC$T*ImH^?t}}`>R*M72j$G=*pbB+BZEc8yM%@ zU;ve+vl~?TE?d0rYJn7r4v<2T!EY<$73tTYF*NQCj7y*$_>J4^&oM_Z`ROo%l9l&? zf|+yJ{Xjfup}{gIi_>DOP(c!>#YZiNS9?KI33LA>=rF8|+OnU)?+sX+uS3T|?#1g? zfkxa|Hn6MAiCx2~Vf!GY`oPMs4Z`}&Dm9`xDh;*@4^=F_9Q!9w+HJEyb*&5R`U|Ft9W!ir&oeKQ13Y^Aa8Whuy(LF&B);=rOWq=xm<=j^ z{M?p#Z*NKL+-3g-+&NvV2x??{Wb!`0C3SAC>71KV=W=*q!+USO3Y1@-{yuH$qw>t8 zmX@PRpn6&H<*(~IeRIy`gBtxRI%4&pR=LLWhgFAX-UV0fiZ72pc;jrixfS{_XG`WdF&HCF0nRSx@->E>h}}=9IpTOyFP#a z-@?D2^K|BmPX|MjZ)=jGM!@BjOh|Nr0X`~QFZ zU2p&YZE4Q0_51&SJpTUw=j-)JI;Z{eE9x^Y5|zJ?8(X^Xvbt z-~aFK`}*If^Z$Q5KL7uZ)9?R(?63cS{r>-N$M669V>sRZ-@o_&em&p+@7wnJpQr!- zd@KLI?&rakTF!yG%0jVtYX0ip*TfCX<(ayM;&gjEr0g|)!VUl5*;xIkZhe_HR zbPmpT_t#wq7#JADm>3wi84#d>G1`TRA-*Uzr&wPPL>GKnz2PSu&d9%PV<>-4ie zOtK(@-+=i0-KKN-GHED)44&QQ)FREuz;K maxEval: - maxEval = value + GameTurn(game_turn=current_game_turn, + state=State(board=direction_board, state=current_game_turn.state(), + depth=current_game_turn.state().depth() - 1, )) + + value, _, nodes_developed = \ + expectimax(direction_board_next_game_turn, ExpectimaxType.MIN) + current_game_turn.set_alpha(max(current_game_turn.alpha(), value)) + current_game_turn.set_nodes(nodes_developed) + + if value > max_value: + max_value = value max_direction = direction - if game_turn.beta() <= game_turn.alpha(): + if current_game_turn.beta() <= current_game_turn.alpha(): break - return maxEval, max_direction, game_turn.state().nodes() - - elif game_turn_type == ExpectimaxType.MIN.value: - minEval = float('inf') - random_tile_boards = game_turn.state().make_random_tile_boards() + return max_value, max_direction, current_game_turn.nodes() + elif game_turn_type == ExpectimaxType.MIN: + min_eval = float('inf') + random_tile_boards = current_game_turn.state().make_random_tile_boards() - for index, random_tile_board in enumerate(random_tile_boards): - game_turn.add_node() + for random_tile_board_index, random_tile_board in enumerate(random_tile_boards): + current_game_turn.add_node() random_tile_next_game_turn = \ - GameTurn(game_turn=game_turn, - state=State(state=game_turn.state(), board=random_tile_board, - depth=game_turn.state().depth() - 1)) + GameTurn(game_turn=current_game_turn, + state=State(state=current_game_turn.state(), board=random_tile_board, + depth=current_game_turn.state().depth() - 1)) - value, _, updated_nodes = expectimax(random_tile_next_game_turn, - ExpectimaxType.MAX.value) - value *= .9 if index % 2 == 0 else .1 - game_turn.set_beta(min(game_turn.beta(), value)) - game_turn.set_nodes(updated_nodes) + value, _, nodes_developed = expectimax(random_tile_next_game_turn, ExpectimaxType.MAX) + value *= .9 if random_tile_board_index % 2 == 0 else .1 + current_game_turn.set_beta(min(current_game_turn.beta(), value)) + current_game_turn.set_nodes(nodes_developed) - minEval = min(minEval, value) + min_eval = min(min_eval, value) - if game_turn.beta() <= game_turn.alpha(): + if current_game_turn.beta() <= current_game_turn.alpha(): break - return minEval, None, game_turn.state().nodes() - - -def handle_final_state(game_turn, expectimax_type): - """Check the final state from the search tree. If the state is losing one, - the function will return infinity and statistics, and if it just got to the maximum depth, - the function will return the state with its heuristic value and statistics.""" - - def handle_losing_turn(game_turn): - losing_statistics = game_turn, \ - float("-inf" if expectimax_type == ExpectimaxType.MAX.value else "inf") - - return losing_statistics - - def handle_leaf_turn(game_turn): - leaf_game_turn_statistics = game_turn, heuristic(game_turn.state()) - - return leaf_game_turn_statistics - - if game_turn.state().is_lose(): - return handle_losing_turn(game_turn) - - if game_turn.state().depth() == 0: - return handle_leaf_turn(game_turn) - - -def get_expectimax_evaluated_next_game_turn(game_turn): - """The function checks what is the best next move from the given state. It uses the Maximize - function in order to do that, and returns the best state with the number of nodes_amount - developed and the direction_boards the function visited. If the best state is a losing one, - it will return "LOSE".""" - from Algorithms.Expectimax.Maximaize import maximize - - if game_turn.state().is_lose(): - return - - next_game_turn, _ = maximize(game_turn) - - return next_game_turn + return min_eval, None, current_game_turn.nodes() -def heuristic(state): +def heuristic_state_value(state): """The function evaluates how good the given state is. It uses 4 parameters to determinate it: 1) The highest value on the item. 2) The average of the empty tiles taking into account - the average of the valuable tiles. 3) The row or column growth. 4) The best merge. The + the average of the valuable tiles. 3) The row or column growth. 4) The is_best merge. The function return a number (according to the given weights, if given) that represents the value of the state.""" w = ones([4], dtype=int) if state.weights() is None else state.weights() diff --git a/Algorithms/Expectimax/Maximaize.py b/Algorithms/Expectimax/Maximaize.py deleted file mode 100644 index d961b29..0000000 --- a/Algorithms/Expectimax/Maximaize.py +++ /dev/null @@ -1,102 +0,0 @@ -from random import choice - -from Models.State import State, filter_different_direction_boards -from Models.game_turn import GameTurn -from Utils.Constants import ExpectimaxType - -''' -Minimax(v, α, β) { - if (v is a terminal node) - return (the heuristic value of node) //using some STATIC (that is, non-iterative) helper method - if (v is a min-node) { // RANDOM_TILE_BOARD - current:=β; - for (each son of v, u) { - val:=Minimax(u, α, current); - val *= .9 || .1 // BIGGER_CHANCE_OF_2_TILE_THAN_4 - current:=min(val, current); - if (current <= α) - return α; - } - return current; - } - else { /**v is a max-node*/ // SWIPE_DIRECTION_BOARD - current:=α; - for (each son of v, u) { - val:=Minimax(u, β, current); - current:=max(val, current); - if (current >= β) - return β; - } - return current; - } -} -''' - - -def get_best_next_game_turn(current_game_turn, direction_boards): - """The function goes over each child node of the random tile node (an item after a swipe to - each possible direction). It continues the recursive loop ot the algorithm, and returns the - item with the highest value and statistics.""" - from Algorithms.Expectimax.Minimaize import minimize - - max_value = float("-inf") - max_direction_board = choice(direction_boards) - max_game_turn = GameTurn(game_turn=current_game_turn, - state=State(state=current_game_turn.state(), - board=max_direction_board)) - - for direction_board in direction_boards: - print('DIRECTION BOARD:\n', direction_board) - max_game_turn.add_node() - direction_board_next_game_turn = \ - GameTurn(game_turn=current_game_turn, - state=State(depth=max_game_turn.state().depth() - 1, board=direction_board, - state=max_game_turn.state())) - - min_game_turn, min_value = minimize(direction_board_next_game_turn) - print('MIN VALUE:', min_value) - - max_game_turn.set_nodes(min_game_turn.state().nodes()) - - if min_value > max_value: - max_direction_board, max_value = direction_board, min_value - max_game_turn.set_board(max_direction_board) - - if max_game_turn.state().is_alpha_beta() and max_value < max_game_turn.beta(): - max_game_turn.set_alpha(max(max_value, max_game_turn.alpha())) - print('FINAL MAX VALUE:', max_value) - return max_game_turn, max_value - - -def filter_not_losing_direction_boards(direction_boards): - return dict(filter(lambda item: not item[1].is_lose(), list(direction_boards.items()))) - - -def maximize(game_turn): - """The function checks if the given state is a final state, checks what are its - possible direction direction_boards, and loops over them. It returns the item with the highest value - and statistics.""" - # Check for final states: - from Algorithms.Expectimax.Expectimax import handle_final_state - - game_turn_statistics = handle_final_state(game_turn, ExpectimaxType.MIN.value) - - if game_turn_statistics is not None: - return game_turn_statistics - - # Check every child of this state - if swipe to his direction doesn't result in the same - # state, meaning tiles can be moved in this direction, the child will be added to the final - # direction direction_boards list. - - not_losing_direction_boards = filter_not_losing_direction_boards( - game_turn.state().get_swipe_direction_boards_dict()) - - not_losing_different_from_state_direction_boards = \ - filter_different_direction_boards(game_turn.state(), not_losing_direction_boards) - - # Loop through every final child (direction) of the state. If the child's item isn't - # full, the Minimize function is called and the value of the child is returned recursively. - game_turn, max_value = \ - get_best_next_game_turn(game_turn, not_losing_different_from_state_direction_boards) - - return game_turn, max_value diff --git a/Algorithms/Expectimax/Minimaize.py b/Algorithms/Expectimax/Minimaize.py deleted file mode 100644 index b288238..0000000 --- a/Algorithms/Expectimax/Minimaize.py +++ /dev/null @@ -1,75 +0,0 @@ -from random import choice - -from Algorithms.Expectimax.Maximaize import maximize -from Models.State import State -from Models.board import Board -from Models.game_turn import GameTurn -from Utils.Constants import ExpectimaxType - - -def get_worst_next_game_turn(game_turn, random_tile_boards): - """The function goes over each child node of the direction node (2 or 4 tile in each empty - space on the item). It continues the recursive loop of the algorithm, and returns the item - with the lowest value and statistics.""" - - ''' - if (v is a min-node) { // RANDOM_TILE_BOARD - current:=β; - for (each son of v, u) { - val:=Minimax(u, α, current); - val *= .9 || .1 // BIGGER_CHANCE_OF_2_TILE_THAN_4 - current:=min(val, current); - if (current <= α) - return α; - } - return current; - } - ''' - - min_value = float("inf") - min_tile_board = choice(random_tile_boards) - min_game_turn = GameTurn(game_turn=game_turn, - state=State(state=game_turn.state(), board=Board(min_tile_board))) - - for tile_board_index, random_tile_board in enumerate(random_tile_boards): - print('RANDOM TILE BOARD:\n', random_tile_board) - - game_turn.add_node() - random_tile_next_game_turn = \ - GameTurn(game_turn=game_turn, - state=State(state=game_turn.state(), board=random_tile_board, - depth=game_turn.state().depth() - 1)) - - max_game_turn, max_value = maximize(random_tile_next_game_turn) - min_game_turn.set_nodes(max_game_turn.state().nodes()) - max_value *= .9 if tile_board_index % 2 == 0 else .1 - print('MAX VALUE:', max_value) - - if max_value < min_value: - min_tile_board, min_value = random_tile_board, max_value - min_game_turn.set_board(min_tile_board) - - if min_game_turn.state().is_alpha_beta() and min_game_turn.alpha() < min_value: - min_game_turn.set_beta(min(min_value, min_game_turn.beta())) - print('FINAL MIN VALUE:', min_value) - return min_game_turn, min_value - - -def minimize(game_turn): - """The function checks if the given state is a final state, loops over its children - and returns the item with the lowest value and statistics.""" - # Check for final states: - from Algorithms.Expectimax.Expectimax import handle_final_state - - game_turn_statistics = handle_final_state(game_turn, ExpectimaxType.MIN.value) - - if game_turn_statistics is not None: - return game_turn_statistics - - # Loop through every child (2 or 4 tile in every possible location) of the state. If the - # child's item isn't full, the Maximize function is called and the value of the child is - # returned recursively. - min_game_turn, min_value = \ - get_worst_next_game_turn(game_turn, game_turn.state().make_random_tile_boards()) - - return min_game_turn, min_value diff --git a/Algorithms/Genetic/GeneticAlgorithm.py b/Algorithms/Genetic/GeneticAlgorithm.py index 310c83d..05a5b09 100644 --- a/Algorithms/Genetic/GeneticAlgorithm.py +++ b/Algorithms/Genetic/GeneticAlgorithm.py @@ -6,7 +6,7 @@ import pandas as pd from numpy import random, ones, argmax, concatenate, zeros, true_divide, delete from openpyxl import load_workbook -from Algorithms.Expectimax.Expectimax import get_expectimax_evaluated_next_game_turn +from Algorithms.Expectimax.Expectimax import expectimax from Game_and_Graphics import deepcopy, py from Models.State import State @@ -35,7 +35,7 @@ class Weights: """The function plays the game_state using the Expectimax Algorithm with the given parameters and the weights. In the end, it sets the final grade to the grade attribute.""" game = State() - prepare_next_game_turn(game, weights=self.weights) + prepare_game(game, weights=self.weights) end = False stop = False @@ -52,7 +52,7 @@ class Weights: if end: break - next_move_and_nodes = get_expectimax_evaluated_next_game_turn( + next_move_and_nodes = expectimax( game, depth, alpha_beta, transposition_table, self.weights, watched_boards) if next_move_and_nodes == "LOSE": @@ -72,7 +72,7 @@ class Weights: sleep(0.05) game.draw_board(weights=self.weights) - game.new_tile() + game.add_new_tile() sleep(0.05) game.draw_board(weights=self.weights) @@ -144,7 +144,7 @@ class Generation: return scores, stop def crossbreed_generation(self, best_score_deletion_quantity, test_generation_without_best): - """The function crossbreeds the entire generation, except the best weights, a number that is given. It randomly + """The function crossbreeds the entire generation, except the is_best weights, a number that is given. It randomly chooses two sets of weights and crossbreeds them (if they weren't crossbred before).""" crossed = [] @@ -163,7 +163,7 @@ class Generation: def mutate_generation(self, mutation_quantity, best_score_deletion_quantity): """The function mutates the sets of weights in the generation, according to the amount of mutation that is - given. It randomly chooses a set of weights (that is not the best) and mutates it (if it hadn't been mutated + given. It randomly chooses a set of weights (that is not the is_best) and mutates it (if it hadn't been mutated before).""" if mutation_quantity > 0: mutated = [] @@ -211,9 +211,9 @@ def find_indexes(generation_size, crossed, best_score_deletion_quantity): def keep_best_weights(generation_size, test_generation, best_score_deletion_quantity, scores): - """The function creates a new Generation object that consists the best sets of weights from the test generation, + """The function creates a new Generation object that consists the is_best sets of weights from the test generation, according to the number of sets to keep. - :return The new generation and the test generation without the best weights that got into the new generation.""" + :return The new generation and the test generation without the is_best weights that got into the new generation.""" new_generation = Generation(generation_size) test_generation_without_best = Generation(test_generation.generation) @@ -232,7 +232,7 @@ def keep_best_weights(generation_size, test_generation, best_score_deletion_quan def make_best_first_generation(generation_size): - """The function makes the first generation of the Genetic Algorithm, by getting the best sets of weights from the + """The function makes the first generation of the Genetic Algorithm, by getting the is_best sets of weights from the Statistics file of the last runs of the program, according to the given generation size. :return The initial test generation.""" test_generation = Generation(generation_size) @@ -262,9 +262,9 @@ def normalize_weights(generation): def find_best_weights(depth, alpha_beta, transposition_table, iterations, generation_size): - """This is the main function of the Genetic Algorithm. It finds the best set of weights according to the given - parameters, using crossbreeding and mutation alongside keeping the best weights of each generation. - :return The best weights found.""" + """This is the main function of the Genetic Algorithm. It finds the is_best set of weights according to the given + parameters, using crossbreeding and mutation alongside keeping the is_best weights of each generation. + :return The is_best weights found.""" best_score_deletion_quantity = round(generation_size / 4) mutation_quantity = round(generation_size / 5) @@ -302,10 +302,10 @@ def find_best_weights(depth, alpha_beta, transposition_table, iterations, genera return best_weights -def prepare_next_game_turn(game_state, best=None): +def prepare_game(game_state, best=None): """The function randomly makes 2 tiles appear on the item and displays it.""" - game_state.new_tile() - game_state.new_tile() + game_state.add_new_tile() + game_state.add_new_tile() game_state.draw_board(best) diff --git a/Game_and_Graphics.py b/Game_and_Graphics.py index e9cf595..6d6e5d9 100644 --- a/Game_and_Graphics.py +++ b/Game_and_Graphics.py @@ -109,7 +109,7 @@ def swipe_left(board): def draw_best_weights(weights, best=None): - """The function draws the best weights on the screen.""" + """The function draws the is_best weights on the screen.""" text = "" for i in range(4): text += str(int(round(weights[i], 2) * 100)) + "%" + ( diff --git a/Main.py b/Main.py index a4d77bd..ab716db 100644 --- a/Main.py +++ b/Main.py @@ -1,8 +1,8 @@ from enum import Enum from Algorithms.Expectimax.Expectimax import expectimax -from Algorithms.Genetic.GeneticAlgorithm import find_best_weights, sleep, \ - write_statistics_to_excel_file, prepare_next_game_turn +from Algorithms.Genetic.GeneticAlgorithm import find_best_weights, write_statistics_to_excel_file, \ + prepare_game from Game_and_Graphics import screen from Menu import game_over_screen from Models.State import State @@ -17,7 +17,6 @@ def play_game(alg, depth, is_alpha_beta, is_transposition_table, weights=None): """The function plays the game_state using the Expectimax Algorithm with the given parameters and the weights. In the end, it writes the statistics to the Statistics File. :return The "game_state over" screen, or (True, 0) if the player exits the program in some way.""" - REFRESH_RATE = 0 # .05 def handle_quit_game(): return True, 0 @@ -27,16 +26,7 @@ def play_game(alg, depth, is_alpha_beta, is_transposition_table, weights=None): return game_over_screen(game_turn, screenshot=True if alg == 2 else False) - def execute_and_draw_next_turn(current_game_turn, next_game_turn, weights, best): - current_game_turn.set_state(next_game_turn.state()) - sleep(REFRESH_RATE) - current_game_turn.state().draw_board(best) - - current_game_turn.new_tile() - sleep(REFRESH_RATE) - current_game_turn.state().draw_board(best) - - best = False # TODO: Convert to Weights model + best = False # TODO: Convert to the Weights model if weights is not None: if weights.grade == 0: @@ -47,43 +37,36 @@ def play_game(alg, depth, is_alpha_beta, is_transposition_table, weights=None): game_state = State(depth=depth, is_alpha_beta=is_alpha_beta, weights=weights, is_transposition_table=is_transposition_table) + prepare_game(game_state, best) - prepare_next_game_turn(game_state, best) - # board = Board() - # board.update_cell(0, 0, 4) - # board.update_cell(0, 1, 4) - # board.update_cell(0, 2, 4) - # board.update_cell(0, 3, 4) - # game_state.set_board(board) - current_game_turn = GameTurn(state=game_state, alpha=float("-inf"), beta=float("inf")) - # TODO: Convert to single functions the complicated ones with current_game_turn + current_game_turn = GameTurn(state=game_state, alpha=float('-inf'), beta=float('inf')) # TODO: Create Parameters Model - # TODO: Remove transition table!!!! + # TODO: Remove transposition table!!!! - # for _ in range(1): while True: if find_quit_event(): return handle_quit_game() - _, next_direction, updated_nodes = expectimax(current_game_turn, ExpectimaxType.MAX.value) + _, next_direction, nodes_developed = expectimax(current_game_turn, ExpectimaxType.MAX) next_board = current_game_turn.state().get_swipe_direction_boards_dict()[next_direction] next_game_turn = GameTurn(game_turn=current_game_turn, state=State(state=current_game_turn.state(), board=next_board, - nodes=updated_nodes)) - print(next_game_turn.state().nodes()) + nodes=nodes_developed)) - if next_game_turn.state().is_lose(): + if next_game_turn.is_lose(): return handle_game_end(current_game_turn, alg) - execute_and_draw_next_turn(current_game_turn, next_game_turn, weights, best) + current_game_turn.set_state(next_game_turn.state()) - # return handle_game_end(current_game_turn, alg) + current_game_turn.draw_board(best) + current_game_turn.add_new_tile() + current_game_turn.draw_board(best) def play_algorithm(alg, depth, alpha_beta, transposition_table, weights=None, iterations=None, generation_size=None): - """The function finds the best weights with the Genetic Algorithm if it's score not the + """The function finds the is_best weights with the Genetic Algorithm if it's score not the Expectimax Algorithm, else uses the weights that were given. :return The play_game function with the rights parameters.""" @@ -126,7 +109,7 @@ def main(screen): def __play_in_dev_mode(): - DEPTH = 3 + DEPTH = 2 parameters = (False, 2, (False, DEPTH, True, True)) _, depth, is_alpha_beta, is_transposition_table = parameters[2] diff --git a/Menu.py b/Menu.py index 38b47fb..5dea6d3 100644 --- a/Menu.py +++ b/Menu.py @@ -91,7 +91,7 @@ def print_lines(screen): Font.TEXT.value, y_place=-55, x_place=138) - text_to_screen("finds the best weights", Color.BLACK.value, + text_to_screen("finds the is_best weights", Color.BLACK.value, Font.TEXT.value, y_place=-30, x_place=138) diff --git a/Models/State.py b/Models/State.py index c47bcf2..571966b 100644 --- a/Models/State.py +++ b/Models/State.py @@ -10,17 +10,6 @@ from Utils.Constants import WINDOW_WIDTH, Color, Font from Utils.Helpers import flatmap -def filter_different_direction_boards(state, direction_boards): - """The function checks if the possible direction direction_boards from the given state are possible (if - everyone is different from the given state). It returns a list of the possible direction - direction_boards.""" - - different_from_state_boards = dict(filter(lambda item: state.is_board_different(item[1]), - list(direction_boards.items()))) - - return different_from_state_boards - - class State: def __init__(self, state=None, depth=None, is_alpha_beta=None, is_transposition_table=None, board=None, score=None, weights=None, nodes=None): @@ -247,7 +236,7 @@ class State: """The function sets the given score to the score attribute.""" self.__board.set_score(score) - def new_tile(self): + def add_new_tile(self): """The function generates a new tile randomly on the item. The probability of the new tile being "2" is 90%, and 10% being "4".""" if not self.is_full(): diff --git a/Models/game_turn.py b/Models/game_turn.py index b7dc2a5..cd5cf43 100644 --- a/Models/game_turn.py +++ b/Models/game_turn.py @@ -1,3 +1,8 @@ +from time import sleep + +from Utils.Constants import REFRESH_RATE + + class GameTurn: def __init__(self, game_turn=None, state=None, alpha=None, beta=None, watched_boards=None): if watched_boards is None: @@ -13,6 +18,20 @@ class GameTurn: self.__beta = beta self.__watched_boards = watched_boards + def is_terminal_node(self): + return self.__state.is_terminal_node() + + def nodes(self): + return self.__state.nodes() + + def draw_board(self, is_best): + sleep(REFRESH_RATE) + + self.__state.draw_board(is_best) + + def is_lose(self): + return self.__state.is_lose() + def state(self): return self.__state @@ -50,8 +69,8 @@ class GameTurn: def set_board(self, board, score=None): self.__state.set_board(board, score) - def new_tile(self): - self.__state.new_tile() + def add_new_tile(self): + self.__state.add_new_tile() def __str__(self): print(self.__state) diff --git a/Pictures/Screenshot.jpeg b/Pictures/Screenshot.jpeg index 36caf992a73ed40c8f9e70bc44fbf58c422d7049..2d491afed20bf40edda2546d9838bb13d4857ce3 100644 GIT binary patch literal 31099 zcmex=$<%PwSRFvdYWaQ-KK!z}~va+(XvGZ|o z@X3h?ipY@+{vTiv|EDQ{cwTw*63@n1ILW+itY{G$w>`H|qMvW5}awt1(JSZA; z@q>zSQc)8pmzcPOq?D?fx`w8fiK&^ng{76Vi>sTvho@I?NN8AiL}XNQN@`kqMrKxV zNoiSmMP*fUOKV$uM`zch$y26In?7UatVN5LEM2yI#mZHiHgDOwZTpU$yAB;ba`f2o z6DLnyx_ss8wd*%--g@}x@sp>|p1*kc>f@)+U%r0({^RE_kiQrin8CgR5fG1|`Ad+2 ziIItgg_(sNL#Nz~4os{_Ry;>bO1x z-CnojgUE)r(JzBC^6x7IG%GF}B}LyxDj{c_Ukc>5KJ~?X&!E z^}Rnd>+AideX`wUSJp}#uV3ZW{#_ggEOW$UlhL%ZXiocxj(fjPJS^%lx$-c`jo5 zba{>#3q!o@)lL3M+VAIDeY+fZ`R!J2?v8i4dW#|#%rc%jQG#g=e}N-ggZiR<`hS<$ zXX}PtkK6rW`=Ot?585u?lJ3o192pfZW6)w2qVXhO;rTW;&X3XcBL6N~9o_!z>9n;U z&0bw>`&gKfZ+E^we)5y!P#0Z4c>mVv|(lO8)T`>-VaD43Sg& zp<4WyS1fYvrQZ(IzTKVrQAH;)?U=h;*kk1#3;3>e{n_@xyxY$5$NeMM?n!^x-*1y% zzv@nVM#6uFmcESbEJ1HS+pJp5wd7NE_|p1ATmEjUf1&!={*TV%{|rxNG5r45_2c)q z>JR2`4VTm;T-YivfA7aUf8Imszq9WCn5nl&;h=)=Ma~=B&jtVR!C&Kf*t(dK_~($o%TM=h3qEXQZd9mZs^s7p&?jyfBCP+CGCH^&b{LmOuVF z`n=f5M;y<#d)_iEUvuA!WfPCk##O5mc=`^yJ6>pD{N?Fdms?}^WAaDk2mD9FKV0uv zzg}&_rd<)GzFL`QF3gzCex_UfY3>?Xug5m&%3Xg|+`=7RIcxJYS$8o+X{>Lp&o3^0 zG{66z@Q1iLFY=_0aaS}?67erCIAz@6XQ2GnLB2FFo}vD*Xie~ch6Vo_n(aRrJ^#-z z@%8=x49Wi)n(DNE*xb{wQ@dgkz5i`u=9BvLv)XSz?Rk59`>`4S86tKZtCE|-_=Q#U zLHxG)N8g4&>~H$=*Zy$P8mVVHKBCb3}2@X2pwpGOr@{6~GKfnKG_s90*a;!hLrhfQ+ zH2nMas?d9jOjdVW-}LECE{H!J)Z?ke{J^MrJIkDOw*3yvCRrp_E-URb2|D+tK!ndz z{ZfOhYh7iH`;Y#Q%HP_4toq0Q!S?DMDP^yhsi`8*B<_j4E-W~_&fUV2S%JYnX1(Me z^&i(iNIm!a$lA72QTX)6ye-l*Q$i+7-c%BaX<~e})Q_)LgZWEW*XREXH$NZy{+~gh zPV{A+;x(P9)1lUD-!C+jI6kMHb&8xr;?|9~%dEo}1TeaaP=wi^hrfOOFgD)v$Lsn> z*0VF~H=CZ&eX@1OEibV?km)6&voy**DguHYKv&oqKPx&V_f6B~OVe zPbd!k zQKwo{a>-iRo#?*PpkuCcikgKVWU{gDqRTu3h6;&?Les61X75 zm6_2&hJiin&z-;RrKf%Qzja(v-ZwGP*NyW{;G74XvPI3WBAxonM1T1^$XoooBELCh zzQ~^7#7F+T@h_`v|1(UwnB{Ae+dW6{>HZUZ5xfT`-_Up)R+G%$@sGRi=&xy$>sLEh zuYP$gH<9)3wg*h-?T*~u%_8Di@t>h2Jo@A3$Lrhb_+vB8cAcBMBFkKAmba37T5yR+ ztJ||Xhud@<{xg)W?*DOc{n3xBzgb=XW1$JJ$rA9S{D|5j_IYvY}^%(2jNn%hk|yC2e5n5-rh#wS*I z9~Pg-`**tV;ix{=x6|8}M^9x}RLz)sxA;D5$N8-_@+J3-{?6HF9&_tvT;%DMFLN4B zDDsP55z^WrkvR3v66PL(;^t%7U-FNcU(BlKES>Ac;1XWN^Lbg-+X~6{7a7c-`@e;J zOmF`q`0=>wNA)iKe+QRFyBBTte{xdq(g%<3Pm4CoY-T+0K0g0H!{NX`oc|dXKL5|4 zX}v7JZ`k8`%TwoWP(X6)orFyrUM;qf(|*1FN7DM% z`CsHe&i}_2UH{3Jq3ZtO`ks2;e@d^#rQDlq-2X1G&dd=F=Jn zET3)q&yclVtfKj#JoDE5LKR8>8Qw^(T{G>F#qt#2zdhmWF0h}D-|+rue}}w~>3ZSY zKQ71ryV7;+*4?+$-xN4+oH@tv?P? z|E<89aDGAlE$cjkj1QU~|IvNqKLf9QT0c`}l=ZDw1)0TX?QcBT9$ctwSH3UuMtyb9 zthfIZ|2TihKm5Ad@=x+Q*Cj`*-b{O|5@h#jftb9~oMh#-Dfcq%dF;%81p8lIm-FV2 z|KioBzj@9+)1#f9{P^7l%a}S5#t%=Y&9D6J`|r~C?blwiO-`)VDLOYfMq`q;$3*3y zZbhF&0}nl6y7PeN`b#dYMOq46s|*<4Xnzj>w)BJQ{DbwqW|@eU>$M`XRcq z;;w0|6+cUS#k}ZkyF3%;apuh{@Se_KsM^T7`L^T&{)wjhZ>fKq{Nd{pscrjNkIhUj z`q^~v_u)s}mF%&r&NSXgzWDild}Q5Od&!dj3_Wr}vp&B$x%_oiwN6#eN2)ANtSGBNaFIk#4%%*6VBE z>0G&SFMpcZr}$^mUQ?CVRX%I5Gx|HLMtMa|%HKtKf2u3Km6e4>9lWleD7(}}>A0L}EN=#mSvVc+M zA;W}!T^Y;|*5BOzXm9@^S?~Cd%o%T2z1kk8ot`LIJ8@kK&zrX=8FJznPJVkGxAx)w z+xbT?zPdPHsKVWO=jHB)*ZqwS8?CEqdiUx`RYLleF!w*gw+~hEci5@EmRh$tGr!Vo zV$!6@!$xeO6YtCA@dqtPsLDGZ6TY$jpi_yzY*6jPk}V5K@Ds2FyqJn3~!hJwy$VD zQl~Qck$U5s=%9IzRD6T|yZ;uZ1gzG{{!_2wCeOHK_%#}57 z^Nud!NQy1?pW-jo*sx@^vYGv@li$~0jM8BKoPOlj`s4Yxtiv{Lo$RuE&*sLHP1@1M z`N_=Ythd}ATf95tXWX~kzTn@v{k%#)fO5TesW3dv|x%Y&2WG+(WO;;(4}$`kj^P`?9~7bus+8`{6&s z;rO2a3|qwej_rS>q5oj}oK@#nXNf(NP;8Ok&6SXM%ukffsL11_=`a2V_qku%iGIkN z`_R^i@$c-!tZgSIG2FhwKVy4R#3cWfYTI5c;6MNVmhrcwkNzz+&c%=9+jr$&TmSH7 zim`is2KU_vndfN-KU?uXOg+i`zU1V?+<$g8oxQVJ?#+>D>O0l8tysW+I=?OcQ^`E}{|p-s$^X?B z{WaNDgz@L$-<3CGZvDGhHRtoO)3Q%{*IW>?ND<^XDgQww@kjX0IH7A_{xb;tJ8kxB z*~}t6g?ug>p99G`6K_jA34XV34gaORL0t@gCj1C~JU9B`{yv>O@e6O?xD$VKO}9*W z$9X{^w-ZI8Q@$kkxtqR||8Q%+$bW_xj1SKLVcz+l;Yru;e_aeeraz2-oBL7zXuQxK z^M`BQT|UeSt6H|4b;*0ywFf2!-qFTaUTnv^58*69^>~-k88%MKqnf^1dI6N?9UZm%#u2ZQSpHz3r z>e|{5>%W!GdVb*ga_=3Ngif717tB-ivyk26iN=&`N!>B<_p*f)I>}_ZpXc8?|jebXZtU&U-QuDZ_hNHq^S-T z%&J9)v-K=bD%86FHu%AQv`%iv$MW7khB>Tp z#dE4d8R`mtTz|a%SbvX{-Jd$SP9iNE^4r={JV7@@2mYne~g!B z&l7Kn$=;dB8)$8eu#c>|A>6gd|~mU|I9Y;Yj&UYAug+`^^2Qw z1ta^ZP7leuy*mT9x?j-z%X39ncl{eZ9et(9wd;~H(t3AU87MaXYRan8VE(-Ns2%5z z)xS+^eCHpD6K#6+-1GF(Z40J7%dUKT!=<@uLoT?`NE7;3DVAC@2HwLY}kC?zD_J2iqlmGpi{GXxkdb+E4VoKqBG+Q(NGqeOB`Ookrz_kDOEB}Aiv2#UY zTPGf?KcxAn{+EW-@xNcy|1-!g{wL@!{GZ{X!!`T&EA4;0Eh`Bu6B{IMTj%V!`=i~; zwD0mCro9$;J7L-VEhp|ap1&`*^-bvGe=PqQCb;bX`l0@d=sKIy%u9>UvZt4nC1f00 zn-{rywbA>DkLrKPn)d(x&!GOFLEIgc8&wkC{daNazx)&5>Njt=fBNUldG4UND7j|; z{?GhBv2rN9%!}^d`qY2!SNM1CaJ~Msv`RVk{|pN+NBn2l|Ed0C2`aaAxvTswi}}y~ zH2=2d{j-1O%qJD||F!!j|NGBy@;}4Ti>Tadb4BVi9@WqO#Q)}v`KNzr>8S3+aCRWX z)%JtR(dEr+_xL}OHS)gy!`HMsce2E`%1?F$tBU77{(W`pe+G`@prEb4X8(St{g0>4 zAIkr^&Yu74Z~k9K?XBw(?4^*N(khUS=c`?_q`{BGB>f-cw)wWxd-v`v?2~bX~Xq`s+W#FQ%|5&((JedrU{m^73dU zNA~7LTXu^Msgi;orC5ddA5}Y0zVDCt&v4+T{jsj&i@G;#vMomr;_$*4`-AmAMc388 z{`#Nc3(LAkjji}B&F#Pby8nwQJUc$rzH`1pQD;3(jkPTzfvya=aLrX$kpT8}f5iVYOpJQ| zZ-4xM1_!Tq+U-B||1&6UJ^#0E|G$Q*ckqu`$Jsyd|HK!VgHNk`uv&y8FudvDStZucwEm5jYVBQ55H*Y(pbQR1GE2;{m(El?fJj`(ICgX z&F=bP{hvYU?D@ZS+y6C8y>@&S9JQaqIQ}r7AIfTYSyRUEqeKGy^Xy|&j%g1M-2YIHc7BC z-+0F^cl=s|ZCjVdf<#y7^aBNv#yu-)n$2*`&*Es+{jkG9 zfxTfrm)>4_Uj4PjtaU+4rt4IH-Pl;jv+c8qvD?KH%UL6ew5(q5Q#dRT9eIE$DAMz* zY`y>MnBIb<71dnp#P|07(XG$-^t;BTv1o%iET@r{vx2UdTE|Lz?!2;II>$gU`PK0a za!(%AnJ`TMb*_K;8HN2&Zd0^j^MJ+1Q2ai>4T|MUDi|8L3k{|wHiOBSA5=T&ZP zrLkzUhQ^{U1`tL|o;Of4c2ulqdZDXG*ddtjG+*6XHh0ObzsrO6HeJ$rVA9_+-|b5?M&N~mNGgAt!m)qF3OY8Jmq$2PgWdU06m zR1wElwz+Y(zwKU6_b;t{_;X2mW0JW5Q~lKm2Mpwn7g&6=+xiAP>B$4~6$t-a)upk3 zKNcnT-3jMMF1L0dN`g%aAC9*_xZ<{$Z(_#u#4}9^^UWS#d47G?_4OJ*c79}gcIaI^ z|BIr^V1=V+PyKzWQhW4^#jAQPmdrnKAJ_KHUK0BvY?98e-YagJOmjK{+xXrWaUS?n zw^N>>#uME zKi~eDGV{vX2s9EJWfTtE1q;X>Hnrakos=6~Xt z{%;@uzoxCvpVhy6e^vHp`p4^wt++H6?JM}Du&7IeVNsU`^PUfL!~M!Tzr$%2_uHMh@GcCEW;>v=!#|jVXL=R_t z+isk-LB(+2*NL7MzjxUBFRf**TFnk4eEppYk<2wdSs_z))=ZmUx%zR3{^ zJ4&mIr*>x?h);h1{@%`0@BWmWFbP=Odsgf1ug`zATh?0}EnC=8R{g5VGS}V4YS(Rt zMP1qr?_kM{luQ&p`NywMkB`+EZ~IU;Q&DW%rM%q}tMcS4{xckKXa2kR%le4*%$q*= zABpCCGV9p2ch@{E%G(2aC3l`zu{SMwyHn?doz>0TFMsJZre;d?aqx6X^&MbYxBS8W zKa+pk|9YwauPysTP3p2A`wnR*KkC$%m7U@E{2u2{iE{?WWmj+fp_=;0v6}U>?fGwl zeW9VhJwAPZ{;%@g>p7phcIp=ws;_(_66l%~0jow)a~HvCGsW>?KmWlMy>7Bf7xfO$ zWI1S;dwk{j^`<9l@TR)?;&uvmZp5B`_?ORLD@9`G&iFk``giPWm-T-d`cL|giSU}J z`<+wv&+Js%lKg%1iA?)>_s?Hy6slqT@b&7>T_1VR&q%|3a3IIsdoG*bE`(_R>hwm?028@?0=*k=Pwb_a;9uM&%fR+{O8qn ztkT{#FR^2}T*w!TRjFUJyl1ZU{&j9;;i?!;wL_~ubXaNpXOLRxDtglLR8i67-RUuk z60UAqCs{=Tg92bl;6Fq2{!co0KwbR$7o4$c3**`ApG1Nx`D@@xKI+%XKR!QML;_ts z4ndnKeAqS%V+L*IVIzL{{+B=1d> zkk_XpeGBCNO}!B4Kl9e14S}vAZLr1)$&C{^_0=`%A6@^gF0Z-%%QL(4UhvE%=g%DZ z&rp1C6-G40y>%5A?Kk}q{XjPP&^?9u0ax^LRJ**xS~z4+=jpZY>az=un+j=5l37SY z!vm%HhEf8)5q*r@+h1>Q{GXw`ZpHi4_I-OLF9f=Zer~^rui?dy*4`6EX(q20evHSq~B-Jp7X!Cm1;+rQDR{?{(+|L<4*KfQhw&f6OK&;R)UG{3rPEjQD(a{f25z5f}U`=;Ut#d~@&EkK!2ZwiYt~$1yt(*yJo}&j49));6n<^>JH9M1F8y!o`uYoxSN>0bfPp z>tA6KYx1P_a++GJT-#Qc?k4Kj8mcb+u5?S7{~x7W{eO9;*MC1<|FNY0knW2A3>Qw8 z|7WP#{+~fS&V0+E{|x7!e)s;=_%nGF}#h>{1B|9+E{zG?`{THLy{|xtaK|cJ?z_D%d ze+FmO`+q;({}U^BnfpJ3{q(!~pZM2#|CGPio29M(PcYa0Uz_*--%t1d*k%7v>`MKM zl->Us_C7K54V;(HxELr_9#>4D(OFoBosiy6T_)_ikH7C!@Jq9?es44fcQjS$hc-uTS<*{QKhC zqD}Q^?nd#H?K1Iy_4>QwpUB5d|75>c+8(W@`cSL%IH>F9wDTdmxAg2(Rhl|QxbYmL z%$Gl_-rqL8|4YJD|M$QD41YpvRefAF&Mw!jOJ|i?E*UjzB}c67*7#@Dv7(RW=UlIU zk#J@I```Z=K8Dn8j{VQDusP^I!~XaG8IFe4M=tzxzuDy9;p6`q&hI~3Kl5!#co&+Y zz;9>E|F!XY|NGCd|38DM`?ZXE^9P52^UMEdu=~#-`Y(O!#W+ngH7Kr=2V27b#-{$y z??2%`=UsQLSdOXy)s1QGpX+$+H+=lh@cI2mB770}b(Z|u9|m;xL`*$OdrbK4toMI; zq^AG<&rttQYwI571+S`>_3Iv;-tpe##I=VLj`F=RytTZX&+-Z1+|`R(vx@d>?>ydp z;QFE4x81Ja4*ey!+qIznL;LIdU#wr%|M<@U9(EP@Tm7%S*8e|){C|eWQ}=J_Jf2oQ zC7k^~14kXGMB2CfKSTe2hL5N0AM#({|DycLe}<3$8U9(iZ|R7f`&9Jce}+Ty>+3JP zU-_Tm@qY%;psVxO_rGMn+W)El&(Ih6R!J{ zo-o`0tu_DGH1*2$Luv8vOKs~6%1a!88iQI{!hlU{~6+SLDhQc z)RTYA{xeLFx&QUk{a;+ygZ?uVuYN6m*}Q7@nVXW;o4zw%Q|;C}|aef0}(U33+_SF-@tBE~{9ex5247@IO0ZgdMbQSIC3 zCUV9}iWy(*n!x|q*LClNbrVHJLc622cQ2fwkS@2E{aNNAq1jKnc7I~K6rNh8b@$lp z+Pv1M+X@!1lu)P(4Vvo}yzH&X<9Mj5GV z6;)fVJ{6mI)?L1By`ER7aNV+6k+5x3AMPy<>F`Zm?yKUyc#hKig-MKS9&`HM(t7q) z>(G?SZ=CF!m9xa+j zzwef>|0%bX|KWnAGIN3gW89W|XFoh~$>F;2Ooo4=G3g&y?g?Ug>9vZ1$(4bB;kvS8 zp1f}uPW)$hExvzmNu2h7h6xe>8P+xbl=@XAsu6PFTFJ^!H_P{)wI)Cq<>;AQsw`BRxEav?fr2KNF zrbKDscH7EV_UD%tUA_Y;hobVXxP z*C)RP>--;X|I_g7Kg0TIpfS*0r=I+iu0O$-|LbS|U)JoE^*gVA?SGZ_pP^fR{)>_? zfv%NqPp$?0UGz@Exc8mNe4klwOrwun$`L-<>3QzN^$qLv%qyNmDkrU3uF!YY^yuBI z7eZ#GPX~u_IOB{pvQiVfzCYc3*?HDh_OQa-7k%>`uig)s_;8kKq-Z(QUXK3^Y8(D| zXUncz=Hj5`vG9QGuIE3)j<=QE)VccZU7dUBf#5&d*XN(wR62V{e(BVN!zZ0q?!Ij^ z|H}2{eWmKtF8@0JQTo#F+vlI|KkyQ!#A0aKfCT-l{+Uf?a@bPo%AOx>62gBX7g<34Vo(BvQ#hf z-Z}r}VgDJV{~mp$F6qUoz3v#_{70IP)5IIjEU8)Qz#?__>N>^U`>H#VGY&tPP@BDa z^WMu}Q!1SD4m?!}oKw~H^y_ZLyJ-g`E{oI?_PcX&s-XdcAj_9 zzPwLp+syREF)?>yqg{(lj{5x+jZR=@o?n!GCS&b~uYX&9zAf%HIQX}$dC}8TbN4fE z-t+O_4%6w=IFo)WopL((bS2M%?-u7g-p_jTPyHavKi-|wLKz>XRGfSzu|fXCtY>v{ z5kG>WqqBRRGWeE0lihgQjLq?9U0mCieR{XEKE1qnmV0sLMuF5`Hwklx<5!A*U0=x_ z{Oakl%ih=hOXq(u*Gf11$hETK-V4+86~1zD z9)H|ZXZo_v`lIECt9!SYm0k3-Iq;T$LdWX9!*ctVR*LpMz1n+X=jOQ&W;!xnc+m58 z<+}H#zG<&icFd~2`R_@>pR?x^V@wR=j!kY6-}7tUHFKR`_q0T_w!A!=yY4^3^(R%= zn`~Tc0+-))FV7b87847RS-hILkN-kXaa`YWtX!d>s9HZkZnpzNT|>B^>Gt;a zEkFJ<_`fWw&tn42DWfi4Mw|uV`>H8jjFaLw%LH(Ax zsq)98t!wRFFX*gQ7Cgu}Q91Ai!_+Od*Y=#On(KeC{-^r4`mdMb|MFZwkoWmfC-q7+HT_yZ`r-`rhR1 z?Hl7`muy(Qs^id~1I%+K|IM~JB=T%-eBN@sYyY-sHBb6psngeYrg9fgHs{Y-_p|;p z?Cq(ydJ=Z8Z2k#B`{@}b~otK&R9bL-DM zI{G^@${?!LsB~^x^rfVB!`r_=ff>pz!Fu*i*)vDE&%H;|MKAqlIOLuDpTTBb{rjo^ z8KjP0FXecjzj()XA+;mS&kk6!%sYN>u|cb(eZJPK#k($DyY%b!h8H`Ro>+KlcmLHb zk!utqUFH={Zab8m8}*@f&;G1QPgV-H+~Sn=RQ{votuNFl5xpaFM!i(>{6ljqAB7rD z-O|`B*Q;jnhqd%lU%1znLW7klTc2*;`=4R`k7~)2k5t)xkJl}!dV0zIk$3uuBZ|)R z{XFd#uCCK&A@ud3R)Se@WFCJVIYT5bj-F>H( zPQ|O=rmZpR(pb;&1~leuvmUvQ(3*#6Nrzug`p?j>AN<;=|GQM&{AVJ8uEp~@!b=~l zXV0AVtwTR;&rVO5p1zG!4=67WeBoNKb>~BUp?eioFXxF0N1yCB6SLs$d+^QlV%t=U zD}P_@vM|=F=$ayR*z5A2KV9axLccCs@vHc@PkOkob&)u+f-mh=c)+zT*&Iz*b zTpxSs%Utn;QP%hG3VdGm$n(_G8S@`H-v0A!&+UUzOXu~jcV7{A+@w>=AW*2OT(Iv+ zncD96KO(Ed|NP2||Nhqg$F3gcg&aH2d3rDXCG~vcv9LLrLCqzev@~n|ojvxOyJG({tgSiIrLky7e+s450P}%2dxSrV9ja8@ zxOMl|Nq({quPD3a6`$lkn_6+&_hW5K*zu!6aaPs_&FA+B7a7h;?6VHPWO}qFAfX8<}5#`tuMrVLx1MG`VBortJdFgpT6Jz z^ZD|a=X1h0gxi1k?Xv5`_tv*xcHdN-lyUdQ7L}<_J7pbg|7tH-F?+WZm&T$cRHzMF zaV-ifs^{JRgx&ma&GvsyTd#$yf4Ke6p}79~>G~JivEF~rtzT0gZ2l+W&wmEz<%_zs zPr(qCN;NU8L|PdL<%oNuDjdUJw{$vwtV^@dS{|dJR<@7j!_#jYmv|TFu8(>7Vmq6$Ox6)0QNMQ*RgXWc{m<~j z@oWAs8U6k5+dxC!>IacVFRtxWm)L2&^t=8iUGv;?(*Fc%qyM#YzyJMk|Bt8gADUm? z|6&nef1me1!*T7Mixc(6T>iP>0YyUIUm_x?(kz8JG z5_ppTX?)Rt1_gS#bw@0h^i5sawOg&bLq2n8N(*ovc-~}xVtw&?(GSP}RM`J5wLcMV zrx$mwxzM}xV*SJysU?Z=LJNaK)2~jhogMn0VZqn;f4|-T6Dpr}wf==|^?!!i?f)4> z!(XhIejRGF|AWMThKXPH-;9WV`X~P96uYyl{xe*t`u^{C{y(k$%~|`u$nE{lu7@B7ypB&{)GLe4f{|3*#B7ruLX-?=1-_kO{|~(vHn@WZ?o0^8602V|NVCV zk5wpkt-t7gZB=Fc1H=Ce3ja!ajs_xG7FyS3w>9|me+I_>pX}el#DCU{|4ZdZ36I6dmaY0L zQk%7W`afp*PyBDz=zsdB|L4>_?hie)zD?JCl(jxXs95Zv*qetT&#l|nzl@&$VeRt& z3=6yb|FGNtiH${>AGme>(z!e5{SV4ZN?jG&H2L@apYy8!GjQFi|0S{HKf{4y$b2jc z|N6qf;N_{`^*?FfzWT5H`~J^1-~Wkj`Oomh(DOe-!*kFKEE<2k)1qE${hjp_s;l;& z`}h4{`n>-PhqlfC*QROzLFPXLXkr}S`F#IJ*yaBW7mlj` zW1bJ1QAXzNG$-X?AurWdH=rtS>^jb+L`|uUL;Na&%k&dH0h7Vk85?6Dg)=* zZ(r-@{(b-FyzPI6)?E9)JVEsjEdMh+dOhpI+GR`a<}2TPU0!C`>0x-}45Nk2hr{#c zPp!7Cv`1QM&J!9LwCE|X>~)v?*0_6{dc$sQzPtak`oFW+>tAGF+5dh!Xht1{_d2cX z)4u&3|MCykPkddU{_sD;^p9!g-|}|N`k$e8Kgh*s{AiQFuYcS>*Kz-8{%z0y zXMeZh{>`QLe@T7S|NR!UV8b4TcXLty`bYM&Kg2(gzxkv7>7U5nzq8l^Fb-&v5$3X6fJNpn2@|LH`-{ z-3O&bH2&II8o&N2|J={|&++g4_J8q5XWYNJ>-}Hes_B2ffmep0@NzD?U;ik7_J{r_ z{x^T@KmF7Bv`S;qzBxY^U$f&Qv?ga(y|5-|^_c;5yo3RrMlMpfhIjo){%0fqZ`b@M z+WqpN{RFR`?0=tq@n73ok-&Jn+74XJKG16Q3#gNTm}}>+`#(y5&Y`iWYa-5O21>fS zrhO7+i$lze_utE3^}X5sqPQB5Qv+Q^zoj3S+lbsG-HNu=A?EUr znI3rERI$Fz{_(;846j%IbK1LVPxxW^j}QJce7*9YK{2M{Kg0L(SN-9t{~4;|`oEZF zEb99C`Hd5nc~;omD_`>iy?{wP}@o*b_S?RZGN z58d(bp??8-V;`Asv#LvD{boChuP8GwSXL!In}6gKlEYSJ@0z==cgdYs;l0}=1U7z6 zzQJEqU@yhsjeSaHO(eGYn4jB^JP*Dq{!eJGd+QZFSw*=M?Ec@}ocb58PyM0)pF!o{ z`G32-|1&I{bt&L!xT^Ksxgvp)Q$Q1AAT0W5pTvKLe)j(i>z4oI`nKw0JWu`c=Kl=W zga5P^J_fIDvyGYl_idH^g{z?bFy}Xd{XOg2t!M9?W!LW6yhBo3O3dQxfwlEq6{TO_ zZxP)UUC0^p)I8ntyWG?lanc|D&TAL$;Py6|Ul;z$eSvIim4(l)WlEQ-+;={C{5dNk z`e3%{(yg4V>hgQL*};o3Hb~eeyrA z2Y%S@=O!+-q>Ed-GEn$-&&IzFe_l&jgoo|l z%JfVrd|%4#(6BTW!9wkn=Li2oe5c}HPO%L z?JkR38jJR9z6lN-jYSPs{K!*qSQ5gomw$ZzJVYu~macnMw##gC@ya-}8wpOwul6U{ zo;>g;gHiwMTzUT)j`gcaJi9h;yI8ovokK?&RgBn!`}Xu{ zKf5nH*FPlwhgYebc)*U5mTCoA`F_%kjpLKKEwqY9g_Zc4+zsmOW=X}*Qd&=#d z|6c7p|B7K<+cDS6Hmb5m1lzP3Cd;j_3r9b+D9I_S~OK=p-;Pu##Y!Xek&M^p0 zI_1CO^{@J{@SQ$rFPNh~DO);v zccjY0d$LX@Y0qsY{JDC0+mp=;e!Nc4U;bhj>(nJl779ixS=J0fyXJ$|Tl&BG&+vN5 z{$G;o6+cd!{pdHx+Wsz;Jtbv{?DH$so+MiwmML3z{K3@eovd%f&wRJP;bs{c{#N<) z{rNwi?_O7YPV33uvq$DF2l=rRHa5Z-r~R=1$A|h~uj(hP&qA({w=C{D2E)B+yCsisxJxMtqyIl0eeeStWF23{LZTQsizlZ~79f8TFB->kc` zMC#?~pThPXHkOO-+0B>nlQ0zalu78l`MmI)=bu;lQZLHFe_6kp<|%bnrY@u67|Y6@ zIln%h%Wl86<@N2_wCc=+sY^4X(?sU}v=Mwg>r0y3r9WI3?+VCi8?E6_Q)Z}3;d-$+ zEMjWV+=!(j^L@8l8j2{lOqJS_c4x`euY14!XK4G+&}IW#@-WYC4QTibgkKPD5WHUg z(fBiHTOMR_`JVa5uTPgV{y2Ag^OutxTeeLuz0-ZU;P>%=OcwHQ<(F0+t&pAGRHt;q zU*($F_OeZ$hxb^uWSl)$srYmC^4yc@jvud`yYGLogj?I=NP$C&$CWY$)lz%b{|ry& z-~7*T-Lw9Sah&sGUGt;g1f%6eJS$$jImB=G!S}?m!ZwSyvHiG**FsNL&+fGKPgvBY zEd*b_gp#jci$3{>ysz7*{P*s!?q#umN?)970*wOyg0*#+ht}2?a%qd7pKISO+F4dv-Ym3I;(+XlFYCOzZnaikm~UflaOC02 zN14B^W{aDyUh%#(d-aZHono(Z3)>Zh?=88oHG8exkJzXQ6^9p>6u!u|>zW$mRrB)o z&b%I3`?RZ9*HoF<*JQ_H!jdHvkNGXfH3L#q)TG~^)_LkB;558>(xK7&Nzk7d`^``gGh4~fk7eMphAS`{0zvJ2EhhmqHKR;mi-XirsgJ9IBibF@#lDFmM=UStiLcQ=4@8{wNmfipa-62qTwx$7u|nc<{rvm}&Q5_ypo1(sN;7%Kdek;bZOK2ix&r+BmC0@-fEo(u zxH42EFg~rO@U=YJis(oC(7R-3?K`L7cNtQr>(=U{HHQBgCy)yL>H* z|GxFbe+K8UE{*l`?T&zwFfL41(uQ?T;53;fEv&>vrkPKzSk(2~_;G*459|NPTdAkj z*nfDpboGnNF*kqoz4z(OljI3xJ1nrOyx{RXhnKf@>Hlylz5h%0tNuyQ`rTBm+}(Z8 zlU)n%e`tBV|BLmj_{or!#hlmcUzA_jul}Fm@l?B$-?``ZiXN{&Bn%o0c)zmFAG#P= z9n>GcAM|HFXkqc2`2{;~T#PCIqiFU1FW;}}Paunrk*$*(v?d{Eq}}sT!l-iEe3|#0 zhOwSp?|!fHv*N3|Zf4e15;bM*DqEjL!4XSO%B80-z4YhYvaaWQX7B&SasEF;t^CKu zCwKp6SkUvI;rqq^3{oHKR{Q^})89Ei{CwAchWY&e8JPNi&gB(7UujliINPfBwW5^VNj^`BDEvr2fo{jCIv0CfXob^=iw1hUbrd&nSMh z|M}tn3+8LChK9j1 zt{eQW{@jsxUZGBO``<=T0)Du%9=zY?`r2suw&j7xf;Y$c{K&XCXX+(ev98bS-|&|I zYv=Wb?hr!aZ2EWUP(65?Qr)5D$rm%$Tm3t5z5YePmHqFRg9qzSc`(Jct$xQBU5qP5 zwfrJFcWDb`vrjeG+)+UR|7UP+ z1C0biHY}m@rwKzgEWObx!|&7nw>s+Jy-+to-c;#|K99d4_5LrP)O6SmD-_<7x z9abAw-uM#rsUC4o#I^ZoE{cp}`*8N&)+MJ)*|ys@t$AiFrKm7rRqF00o zbs{^8f5m~ovXMS7# zC&u~z_Rap!;OO-#yWQwNL-oqn|JSu70`?b@jCjWU;mU z+<WXKA*WOT5Ie1#`g6}|8_ZrjO{aZ zLig`TwfrkCzc$;i)vN16ce-v(o;=^B)h6?29=jMNb+3QLi|b0fPB#~&Ne0hZ&7Wjp zIzRH1p5EE4e6EQrMK!FKVPEvW>=l+3{;R(QKYjMJ?2GZQt9>>r-lfA3Y*e};)aukt?x9bnXPMPt#@>dH%s+J}{nRT%~`{>fai zeUs=VrA1vEvs24Uj9GXdUtjR&tc6o>&BpLLhg)86*1JaUxSYQhvA<(g@Jg?eyUS+P zCG||%>Z7r8t?u$&(@!@Uy}f^-HrwS#)qjS(a_9NJ$L&vTUD~ofvN*UoV`gZJ?2=%W0)E z;wfE=bsN|mkNF3`^!|{ZW7jePpC70{PhI) zNfRaqzU~5rF)Uw@nkSeq@58n3Tj=xgUk|RuMW}Ya>DJ_CpSHxP`OafY<$c*b>m7bn zCO`Dd&0S~8xxi}rjI!f8Hze7g{;ZPvl5u@ys9TS`?ymdA&o@@s*h!TdmM(f#T(b4; z-|`nF_k|xc)wA6>t<~^hlTFH3o(TRYzLoQvN?vS@7mmDn&fF% zmfa4Y?$?(QEA89StdnJMa2K21;`!J1Ts!vZ)v+frH_v_WS#osqgDM~u}i>RP_r`ttQp^N*kT>@Sgd@ui*0-i_^cK^BJnt_c$Shb`80UHKTc zWY_)}vrv}ym^rY?;&XF-(%X_Y|W z$)l>GN3u$`?UU(M;VrbB!2dAxSiRKjqY8RcRxMyq31Ijo^*kqK!o34L{r@&r|Gw_} zX#Y>v{$DTbC$3++hV!2c;@Er^Sirb9#^-je_XdcWVf&0 zQJWQ0K5rD?u+9#&7eugY)0`&jkj-~v?zBcOt2C%!c|PmYhlsDOi%mt}pH9E=a;@u? zN%<)yyX4kf|72tAw(8aH#<-R+{f@Ok*8`OdL{$PF@ZH;gYU>`$<(?U9OA9|)>oLuL zC|kLvw(hOoSGJ0CfowyK)mPFPld^{vG5>uWPAg0z=5E=gm$d;ZjtBL5X%R!;uSai4de z|J>buyNmy@(9>UI87AF{wWNKSQkQ ze})TZ%Sw;ci2r9m5t*`2%@pM@l$ximBH@uF96%Qr__6pA@7dNn`{XY?`LxWjd-l}d zr#yalzbL%&FZ9({oTu8n5G;SV|FEOg(X~HjdjFg;N!!i7+NN#t&$oa6YG0oiDi|oD zwc-Fn0^`d#(f)Do#o>>%FEq-}E*Klskq7_cw z#RuhfuD&PqQTKWKx|t6HP4~?BoS58j;~jr;?4=r?OFWU)+z-|4UU0ZS-~B6mF~`GI zm%H+(dDk01e;smW!;a1!hi^GWXK&oPQu}rVQ^r>@Uaicdsw&U*pFUo{F8k;j-SmBX z+s@rIKWp6L_%3_V$NrvmUtjz?DH5N$nO&7Rbxz;x{^i?0ud?I1s`Dkc%GT+dxGvuN_o97n zxR77C&XNBNTzvPRn?9eX_c8R}eoZ$uZc|GSk+0vA?_4kZ&%mwk^q*nAulK*d%Ry^Y z{^;!G{#R?N|NGngKe46PO4M2XL`9NseA-ZW?Bc4|*A9CX*G5NG>AyblDN8#Z*V1RD zJ&{W#P3B(wX0lZCkkO>g*?IRsGwHKHL%Onr_J_n+PXB$^KmL=w)#&yRdTkFOulqG* z7NHY=QWvabL8eJBWkBg18zv*|g9nK* zuQ?I>HlfXkRbR}tt*7UDWvef^Fpi%wfynJbxlRB`SE;nxjSAGGR!c$mKb z#rvxMhsb}1$F3p_^@kkS*I&pF{?Bk=`F{o}`-ckG_rEY-`JdrI@PCG0kpRa344iCx z|1&u5_5aVnH2)9i@b>1o{|pQ6E&tEZ=>N|o(1HDriq!YNY+vpFaMgcY{7;Ct`d@R^ z{C}+WKQ6j5$bXoSegBK}mH!MMH2*Uk>mOkIH(&A;NK`46Yk1V9X)>>;aL$7F;)yjs z|1&(_GXML<#pmb$tM>fQP%EXe@>>CDg{|BCh_&DquyQs389v|g|NY|P^Yi~1Y?u6J z*w-r(_~zlw+S7lUUyJSst$95R*KPwdaZ#7;9Pl#W+NABD_wW7BFr)JGe}?m!_U{+F z&$s{cZSucgCV}po+d*rK`PYPj*B0~J)&G2}{`X79=jZxeUD*S8xeT58LzSuj6_Ip{w_PS*V|BK!U`9BBK`Af>V7WpLg*?RW7{ z($8EE_;=&#{ui3H{}~#2|C!XIDqQ*|^FM>u@996;O?J0`JGS;egQNHRKOFfV7ynKU z18rIT{*T4{$3<7UWAi_)-&sGQ*n0=63HIAe^M7&0*FSKs2SvaTG;LYrtE#C}+_Y_- z-rX{~-F4JhLH#FA&C-yH1#K#-Fxz%;r6fhf7!O`gR|7{`q=*r3$87NX1LH4 zg@5<2*S|1bSr5*n@$<%PwSRFvdYWaQ-KK!z}~va+(XvGZ|o z@X3h?ipY@+{vTiv|EDQ{cwTw*63@n1ILW+itY{G$w>`H|qMvW5}awt1(JSZA; z@q>zSQc)8pmzcPOq?D?fx`w8fiK&^ng{76Vi>sTvho@I?NN8AiL}XNQN@`kqMrKxV zNoiSmMP*fUOKV$uM`zch$y26In?7UatVN5LEM2yI#mZHiHgDOwZTpU$yAB;ba`f2o z6DLnyx_ss8wd*%--g@}x@sp>|p1*kc>f@)+U%r0({^RE_kiQrin8CgR5fG1|`Ad+2 ziIItgg_(sNL#Nz~4os{_Ry;>bO1x z-CnojgUE)r(JzBC^6x7IG%GF}B}LyxDj{c_Ukc>5KJ~?X&!E z^}Rnd>+AideX`wUSJp}#uV3ZW{#_ggEOW$UlhL%ZXiocxj(fjPJS^%lx$-c`jo5 zba{>#3q!o@)lL3M+VAIDeY+fZ`R!J2?v8i4dW#|#%rc%jQG#g=e}N-ggZiR<`hS<$ zXX}PtkK6rW`=Ot?585u?lJ3o192pfZW6)w2qVXhO;rTW;&X3XcBL6N~9o_!z>9n;U z&0bw>`&gKfZ+E^we)5y!P#0Z4c>mVv|(lO8)T`>-VaD43Sg& zp<4WyS1fYvrQZ(IzTKVrQAH;)?U=h;*kk1#3;3>e{n_@xyxY$5$NeMM?n!^x-*1y% zzv@nVM#6uFmcESbEJ1HS+pJp5wd7NE_|p1ATmEjUf1&!={*TV%{|rxNG5r45_2c)q z>JR2`4VTm;T-YivfA7aUf8Imszq9WCn5nl&;h=)=Ma~=B&jtVRqSEC-YSl_rmv%b5|=12R-w&xG0H|gi=mb|WYcv)~e@=Q|p>xSF1OA6e=3lx~j8jNZ) znBULR{+$2F{J{L~`RsqJ_F2r1+$L~TiSwOFuT!GwYD2E2CqpcBoSu3<>H5|GP5sC2 zH8tKJ@|G^Em=##OHp5@Y_8x<|!3pVP1DSkQ2_dWA*{JmKb9Yz-}IkBe8GqE&cv(lwm4Qzo7K9c@p+R; z5yL#OCwk0mj~V(n&in7%8vQy}-+T9!_e%wCMLB#vulS;)E3*Fq;{tAz@aOEEd$K?J zf1CVc!9BSTf6t!X+p^|u<}%%bUAJ!Ct$(`YNbTdxIz>e{0#Ar~AGyVU%>L&5qgJW+ zza76h>9s!3ws3vjsn;%jU;S~xx^w>-w#2PmJiA|(^~#!y54ZK*dzkZlhGp=E zH6P#A2p(YmG5gwHyX$V3>v;cgUCAktT=#tQhiB8P%X6;xZSwFC@^5l#s7rEqyo|Lb z_;={P^9D6amvd}f7iE`A_4QVke>0Z7wPK#6m+|^DJNP)y(G0QiNa|JAYI~~93EOg(^^;dlX|D5_P{+pZpyW%uAd{l2+|7EY- ze}79X-eK>HZUT9kvIaZ$!#g+Zi?=sb}4v^w-;S|J8+iuYP%LwxQ|W?E=R1 z`ANBVo48c=)bG+>`{U=w>xb>x*KL^{o9=hTRJzw!b)xcS&0Q)^i;MFT4~r?(@49;Y zPr~&_Kd%0k&Hkr)Vax8<9`}q(SpvAk4M`qAxm z(Dk*+doGu7m+t&+(!Eo4?rgz!_EkOB$vXq*^jv?js$qdv1H%KxTl*OQGc;9I9QVCo zr;#;J_R2ct?f>p?aoJj)!#+<-W$P|c)NJR@pad}EcwsS zl=mXstd8-cc}H5$602zoMFb`p?r~_>vE8gGA8Nw*>3PF?oiFciMZ4|4qPJknmhB%? zg3jA~V(C+fUJyC6pNm0K<;(hump`UIOpyN+^hfePL-XnUe|r0kbN1N(XW&dfw&cU{ zTmO##UHgcCW9{P8pKaC~)z04bB=1;pPtULGmwA8lm|fofs6l;$6(9S*DFN)W>u&AS zx$sY=ChKzI2baUqzwPFV%~RbRtgvIwY2}=L`5N9=jIy2<>o@FCeb{}T?ceFnhil!L zzMVcCy!KS{gh^Zc-tBzfbR_-OKK@<#l6B|erPt-=tk-#Z<;ymQ6oK}xSDd0TJO-!U z1u-7uusrzK^q2W#=@(n=TXvmW%AlmZm#y-$ZP^~4!(U7oe;)s>Rk8W-KaL-d7yX!g zRQx|f!lku~cSbJ%lrlZDLdErGU}Rrp!-Mkm+y65>T=9?PKf{I3{~4ytzW>iSp0n

    l2AgI9)$hDt$uYc6mGL!1xJZuZKj4Om`RrzP%(Bp6A}zpsLRhk{#gMu+N36ZeBc zon`y^&3inLCf(V(b3=UW4RAgepD57we(CvN-=^}o}z9e<6 zmG?E1(3extS)A;&z)(ZoUr+17xm`O9)Z{fXYPtUZYj>&jSx}J;>L?foX8#J2Nz`hr{Y`tmmSA+Y%o<5JPm)r^VJh=V0TTxQ~@9Q&HBYsyW zLfemun!2xpqQm~yfk%<_kMC+wzYDVd!37!Ce5+j-B>Nx4L~Pbu6A8+1{3k0S_4b~V z1r_d!iD$hmcJJWxEY~!7{k=X!G1DYF_F~JDV`nF_KogyF_2tl5LwzgG&+FtH(w>Ny z88!U?CH!YUe_LEy=NbHd%Snz$psA&_CECV8GmrVrm)Qy`?o8I2ni(}M6D<^ynf3H- zzSXY0O#kSo!Wqs@>qI|-CUo}vOMl@OtNF^iEUSejR{PPLBwo+>wk7MGFYUOt>ktR0 zo@hX_vdW7nK~O8Y)kUt?)MS!N*`+p?RP9I4rGG2Vd~DDkYizmT-bz8CDQi16cblp# zo3Dr#1P_U+I7?1i z$mh8@`Zbrb%8Kah92w7m?Mi-4&iC!Io!rEal?j^sWVtnAL7pqP85%o7{qf6;uXepX z3vyjSy^qdRx1_lfk8Qgq+UvP`<3zzNYdb(Ks{Av26E4P9{Vn{x&N|b$32gh{o->8J zdfvuXef8@F83<~JOP-$4Q|cjgH!56$T_|RvC~RV&_xZ#Vr~Nmt%dG>C&AbXb0vemS zwBOJDSKRyOKR}hd=eQOm=NuXV9mzBa0yqyuMcU&y{~W)E8IRDoVNw zeObGIgS60>we}mOCtWW{%D=Nb{QVUU&R=0iK*K{jc}~W(FZsAO=wcg-`qpbVz!IJX z26a0oUTp0yEo|QRRlLl(Y2R1%Z_Y;F?;AhqEf)H+wgWPswv^{&5J+=r>&MdOeOr&Y zd0YU6-r=KG`D@*-pFLVG4q2}=YPlEua@RF19kOt zjwb&J?)WUEcTHC0t6gu&h73@3_fo?(JG}eaI?=VVCqNZFeE)$LyY{s{QBavt{W4;j z#knwx8ykc`bBEa$UWad8Z413#56bcE=h9ulgRlqRGFxQlwJ^^w`^vrhVZ!!XmU&-A z`>uYlQ?Rn!n=sCF@oXEf?YFMxh031O5_Pk=u~rD|+XQVn<>SoqC11IB ze@s|?%QEb1y3H?x0!^*6LOBKZ3Lt2x&h8&GK_@d&Ky9 z&ArmkW^!+WL8VN;yUen6m7nfRe{-dS{dWkcInsY=dD&L~tKOeNwR$QZ{0W7u$j>>N z{H)@E@VdH0bGe)#>*GuIJvQ{6o|+*q9`OE32m5TO)+J?IJ+FS98n)8lQR8c71(?Kn^2wZ@m5#%m95xi^HNJR*9J8I4jK^HAlTov z{o@PA|8{may4gVkXCFEK)@+oE3VFY!mmS=8Jhpht^4eVguj1!Hu4RDi+?br8Ehl@N zd449?#{65>_r6%m#mea0hi}SyeDK~B@Q~Bvz^cppzAf8z>M|&RZp;RUEoi;);i@ld ze5%8ifttuiA5ZPs5Tn;D$RD;0+;EWU51RRHtI^fj2SHvucxnoGJRYw}86=gNzRk|Qwf)+b^lYymkh&aV z*PqJ}yMBLs@yxrY%KHJP6JKg#I`Ir#TZOFMnVk+Gt3exjI^8waX0BMfa-Prnpo_P?Q}@e$ig{uKn8`H$0{UO<iBZTOMfS>{wOWjVM$(f-EAjM{=W zb~k$2r7traGdcD?J!RH?og5#CBjuJF@@_TcU2Djj;{$ahcx%a3p&K*U%)m+bc=F6= zE6(5jF{xJSWkMpTmw7pm>v911Ge8ZexqX^_u|HmV_r4bs zgQbt48EsKBUj2O!jM73+ z8#lNgRZm{J@qm}f1|g7r`U;m*Uo6ivd?v{rwg{Xzg(fTvS>(Ld<*O$1>X0pru)`Y7C?!D?(kf=uT>2uwJFxcJZ7oqZhlnn4 zc`!L4`R|G@eXEoIz-u(J13`UIW~065?8IvYPJ%|)II06dnQp?RZoaMJq38E|xmFAR zI}iu)X-P)yZyoQ->RhIXT2Q!7Zus~+O!T+=&&Idv;7qQzV9R{xT>H|OOG34JST_7s z0cY}q-RmMsu9shDYxt}7@VWGF#)xGGW~-w>JhxKnR7i2J-(E^@PJSdaZyfS+xXkkag zbtTyw37|0s**|O2Ey~wsFdvvS>BHyVzYIJJXV2>70@X!~Ihvrlh{?;_^2)TL4Bgbw zL=}eluS1fRK{D#Hdny+mP%26g^aKs(Fde%-^{s)FIG2tRBsLkBcF1H2uKd1pO;BQt z#s{rMTfTz3NgvK?Rh6&J5I&#>wvXk^=?yVG(#~vU6Ty)=tKpI>-`4Ic?BCV}CCV^Y zbY5tTRe3nK@X|r|+6kv(wQgw|F~4>LMTgLbz0-p7??qT_$WsAN!Ldx)Rk)&bvEA>S zsa%gG4(!@^=xx#EEua;fa&0SPC#_#)AauZP;)l<@cUejjf6iN;&)KRBPx>U{RJhbYbthHD9J*0QEl^%$h*) z$hcInXRF{9{=%tT%8Wl;Dv!)gP-e_w(YA@b_1xz1X?wdHz6{z2IlK&7o>qI!e#oq( z?Fg=GeH~V^B(G&jUd^Jc?FgARU|hqZZR2;XlHq(-&l<2heGdreO)m`G|4G%_ROo=; zgo3h-Y70u5HkLL0+HwP&RE2xquz-dN`05O67BPeVa?QpoT&*cE5A2?4Ba5e5Z2T(nXm5R z)|_`XyNx;-=BZ>ZTFonVGxTZHEaxNf&`*_SX0Y-P$B`3(^Wot3*JDf z&j_lD)DrgaeDit<3TIFi1`7G(QJk+__JnHPn$PMM)&w1C`uERupD)9D3(HMH5H~vK z*K>nn0^HwWTq-1!t!lB&s~|oI4%oM7XToFWVH z*j@e72NACw=3dz1)q1gZo`MIs5n#2&Fa62ArH5YFy>>M@AA%kbror&-x&O+o87OtCpzS@1Ja`;LuB| zx&Hmyw)t=6LG{nu`M>Kn=>LuUF9>e3|MvcCe(jfky;tngLmBqxIUq&yvGUsd+}}6< z3fAr0c>UkP?)B>fvn!h>-jxUE{w?)dckhSnw%?mvH??cqU(il2@YZC#9edx*j`#!8 zbo-yc^m}tS%{Kl}1{YG_ra#JGb@cv~uKk@ys|(o^ACK#~v14 zeEBtgQ}E)yIe$SreSdquHotl;KWpuMmS=C-A47C;<}J;xs@4xkfi{3MTQ>*@7wqQ^B>kiI~oEl&6hrG7G zdUbV(1m}au258=>`+HN8GlAJ+BO@qlm@|6IEGxVw$qA{K7$Ef$v&B`mfc!PlOAq}J zOJMehhAz+FTPk-zs33_Glse*=+D<>QDJTN*KtuJM8mbRMybr9L+92$GpfjBjw#tG3 z7|VoJi~h0}B=Li^RT>3I~Z-&(FYl~M|zo--q;NGsSOalB#I zBF_V7%qD=trRQ;yKg-;kY>;%%+LGJZ)TjssJC9!jt-IwWauAJbAb_RKM;w7nbTTSOgXIpGGopV#_ z5^R2ZeLH9op!sT%{ob8|LSo$@7ql*U9sk^HqvigeprMY$jUJ$(j-aliJH@)K_>-n` zDXY{}8-mwuiFJ$0sqbB~=jG}0$zO91Z{|xc>xY;i-@KXc=$UsD!Ig(|(5~Y<%lfM> zZ3C^RDC-AJ$9UYZ4XelsQ{MIR^!MWQIaA#DIA42$x+cz>z8p505pTXm9b7D#sw|y1 zC);-A>9^}Zt6081IkQ<9R9ii`aAw_3&!cy27=Nw%ond^4X)hGuZ+QrH$!tE`x>Y(C7@n@LKv-Nk4 zt^L5+jo0&~#q(Q*ufG1!5_R*qQ78mn_;@_>Vd1svyZOI99j?fnf81y@+uX=zQ0XW; zN%70{!WV7No}B@YQeImCs@qkTvdzurT{ZtR$c%_)h#9<54+}3{mCgV4$=O8C#Co&l z+?!KCMo3S}e{B=HCRoU9DY$qQnzYnpsdui|)z@pHF1Dm32JhOS37!y$ub<>BJZV)D z=c;w@clE0&bMFp0bl!ZMu~F=_jqyqHrEeeU-^`pX2=>NVkC#EyZ!OhZ>m7Szsot9) z*eI*6cThOXuJ=v+^|{%txsWlMv?W{Cdgn%e-I6!8>)YwH zhcBnYrw?~rnH^H&-CDytGYkYi?}R?OhEY|0v$D z=-ZIH6uf$AV`bHOU#+%C|47Kl{!LH^tj;YhopE|=D$M37YrS=&r-yCR(}@NRPTx1x ziRM&4xX|1$>UGz%kFJnW@oaGaLHV=lmy0o9D-*9nIslTIv9E)6Ut3zbmizqYm>XM# z?p1)-nZMz^9u>;dy)LN~JhZeLG_+J^d?~hVtW(F)me_vc$%(3I)wYez%ZUVeS4e9xKgI{UhlcD)@NGC_Su zK~3M+L9@eZAAn9#3Fn<12Cl0vE#z%;nY?{@xA~o|i+VY_!PYAo=@oVrX4Un9Mu#O6 zFM_&t#z9@zmWr+Q){YXN=i~K5>&A~&APG)6x4$d@s);@wkZb|Nrm!`})5>^VjFE|NrZ^eEpw)_Vs_S@Bjbp`TuXX@9+En zy0q!f`u+d^9e-~B@8RCZ^*`VC|NnY@|L?!~^*`U*|NHS-zW(Q5`+pzb|Nr&-{=Xl$ z=l}n7{Qm#D@&Er^zyI%>e*I7T{eK_d*SFvPqy7Ki-}nFhKELqq<^QY!-pni_3=9k$ z3>}lT!=|oXY&wUTfgwtYfq|ESfuSNtzqq6_C$(6wA~)x5WNiLy1ChVl9pCwwczHuR zuDGo-$(*gVmB0E$w=mDflw`JLUcX*HUoUX!*`+0~-HjG;-M;>O-s9KZxi5BzX?MLB zli*H2nGvY|&Z*2+?WB@-!OZg6H(TF3jwSD`j@_NI+@di2Q z%?H&mC)FbE7mvQm8Q~^JbTwoiAH)81$JoVr5tT2dF?%0_x^e>%PV`FRy!J$e0RSxXHv+- zXP5KNoOyC4M_Dsy&yk|u4xioE3%`dg(weXOu6JL}|IIgQ{@;?XlbZeL_nwWhKNi-1 zWizXtTxsz*v}?7Quygrc6UpE?oUQ9U_FZ5-=zaEZ>jR&uK}|(*3X@l5-w=z*Z|l?+ zt1_Pb{@U`Yb(!CoUaWIFANM!)c-Xf%hRfyi8SVP}OV1a0No||2q%mQef_i43=HB4G z`t-Lxyh}c(Ub}g+c5A-oIy{>9re)1OT2e(lz`;=)&ZUhyB> z4oOD7`ek%mqu~yFL-o!xi#9D;t?l)xDbe`PUP<-jEypam<0h(~Tz2i*&YS~9g>^@! zDtylC=DK9mT*~L~lD_4lrA^x0fGF1Ylfxb!PkWp2*v{gaMtMn_`l8Q&TuS7=UcP!! za&E`D#c`qM{aw_ztddh$m4EYfVSPwqL)ia%&gQ?5J{7hr{f>MV%V|@6>Gd4-?S7MU zS1-QTDExi;FD(~qyENW~O(MJfCS6+TVBEER@2NP=a{^xfPZf2KAzHhT{YF2M~Wv`{$%k{I3>Y2*{CUI0gpgxfx`9w z7V89U^paUb`^sj!8Dz06=E+;0xvE}4yrJtUE01O0VS}y%AN-c@PW3q`;WqIXvrH40 zDBF{uoOZW;>Wo#Fo=v^OkiOGA_kiN}B^nk_=AFXFa2#%Jd*; zCEJ2S0cVX@2-KXZ_9^6<6*7tGrnGCo0;R9a&$w$k4jJ?@PBvmPIwWASl6~88mQw*v z4#5($dcWMPd$#twW&Y>;OHRh4X5;Pdue%N~FffQQF)(m5FfhayrREgt>w(C*lf3ho z40#;Z3#G>UtUSVGxaP(N=ML^2ozEA~JTfu)$d_-uHx4Ld2zvjYH&1sxzsZ6!nc~|^ zbB-AtiMbhOx|U&6wr0Y-!bK5Urrr*^3r!|m_;~)Xl;MWAFcG@0{nlGHdSoHE;ebH~p~e%;&EP6BfC<7U+DL zxWuQsY|47Od3X0M`MfkaX-mcZ7ymzBSRrEjbN^g}rJa|qyK<`KZ}^E;Ug#63Dg)9n-tF@IccKyup`1Wpb zgObc@;_4&5F;2?OWe5-->C>k3NEV!ZPlmnsPcYQ%0Xkvo5G(v{bDtk(t`zG~&I zIP`~qZys~)DV>rth23F0)kMt~3rf$cJG{&}Iwa)N>-OItTcerYc_kU`^q!$Ivv!N> z(xgj=m}(c~1&9YfYhiyd({|NK+l6W$xII6-iH%)&w={D{?~he|>vlivSz|Jx%k<-% z1Kq7ioPoOT}f5ltNUYgpit?Re=$Zt@yMt+5J zil)}n=qE9Ua=w`zjGCk|VX4OJm|vUxmNc9e64YnQ?BD!ya(&fO`}Wv7Z^L(*o_F7| zR`J1?*N?bSJvqD0sYRNRf#Etc1A{OF14FcPeqKpxUP*jNWkG6jEGUhwoqXQ!umR7p z_@%E(vy3eY9A4}7XumnY-Et&$@w53!`6c=Nw>Nn$*vLE8d-1Vv-;4jKuHK%^a>gp% zHmuTFM84JGYQyA+Hja79r5=7l|Ci0}2-;f2{-|zejeu4KlRxWMsh?F_8>8OorkRC8oe>Ugzcx#V^_qLw-~> zOzCOM(H7q8aXfR;W~P@JjHgdarSIY?%@ujE;9H-!R}bfsV{8p`bloo=6*c)dA@R?> zvv~;G`g<1IjP+n5@f#v9i zGxDFy=d1sXma61m`1gJFwe?FUAM@w!cxb!co-x3ikx7IB(Yj!F^i67HU|`tDz`!8D zfB+4QAa+WAazIgjL9u>fK>;XW(RI&r6xRa91rHMggCIx)6gM!gXJBA}>rT!uO2ww# z*SBt>n{f3+aEX zG>M-fCvb;#$&-3=BL>3=D$E&P~oQN(H&M zb)uu+VFLlz^+KuhZ}??shRtGC2n%si66%VLb#Vq?zYEyoj1wrz5WIdT1<@8vC` zQzL%;w?AKRA{jo#TuQEFvBPa4pAC~jb2Y**7i6wo#38wl<)qIW;jQM+d#9cGwLDJY z=nw5^1}_6SWzK1wX_B{?luZQ=%W3{-2+7~|ilIq)g@aQruaco-`x;i=vo{;hNlwxZ z=3BWf_p#aAqJ4sn=Qsa8zOE+Z+ObWuoM)sr1+Qzo>Gu5H>AyRCAKbgU{dd9qyvYld z&0l-JVG(Hj-*sziQ|6BHd6#D2ex!Fs*vCy!&b=aJ0;g)Y$=-^aoBW>fJKXFjiu>p6 zbBSXzhd)=pa?7OC%8%qGr2nfEH7>ixef@Q@_g~)9TQ47ejz4N?pY z!VC-y6*>AP8L7Fc5YiA7mTx1y`)`{G>=S=cuTWC{W!f6oJ&n4zJ!julIguCi#N+gq zqdKZmN_%&^2`soC$0g#?9mnBWjhkzU>#Pd?0k zcwDl`!|Qr}Od89a#Z8H`%6WdzN@bX$Uefb9^LRypRnAu40~TkFPq-jc+QXW3toN|L z{Z2mqiY_CTmb!C%3CBGw=gZDe^KOyYlwHzRbkS^~E8ET$V!_2R2e=c>m6s()HqLaM zBdyRr)1bQC=pZN4@}-`S3sP$wj`*L8)b#KuoOD7il($oM{>`WI(HmxnJdl~xr}#_q za(8gaNnQtq$BPywM|?`2(SH5xR-uQyySnZL)J?1MZv8k@`D@q9jI}Q+_lcKW|2Fs3 zKfOEwz9z>F+te8iJdb$1m0fecyQ;RnGt?n8FnPE9x7gin;cs?Z|5z7amt9fb{JreM z;lw>37c#Bt+ILKSp>Vb7p8W^et$$p2^=2#wlOI*b6cKcj6ZXMMU6?^xyhZC&Ann)SEqTiWvWw- z<+Te%NArJvP4TQ^kyBWa5x%J9ZHJd#gDUI1k9{9^ZphM@;9guX`ICtH>9}&!yn{8X zviAIXIeUNo51~I_U-z${SG)SSvFQI#)7QuS`*-~HnPSm@k9I%Tudn|1==b{ne}2wn zyQllWqjmlx9>W6m*oNOG!p@gV8r+WV&YZJM;JQhI)&!{s4i+BPXKtG51H+|D+_~Qtog&`wN2t+|*@k4lQ8ccujSA#gVUG z+Y8hlZMq;RvT)tcXFn8Q1THeZ@BX}WNrc#h7d}cs#gBb0o*P^?YLg6{=ssb&)g<+9 zrInU*3I$(kDv9tM>oA;q?ru`x;_B!pVzoE=Pb#fe=I%RRazfc-W!Ia_n=M*z`ka=0 zzOw6Y&)iN;u7kFxwyI>*woWM(WS?Q)_FK{I&)sQXnI|@W5nhrrQ+$_dV@9p5-U*gP zH9J|aOsZ`AY@YUQ?VNYDaDz(>#C>5WrNn_ExPxL z*DUss&vN%x&WU$jbN22Xhfh_!F&(DQe;x8+N|#Mm@@rW%<7|s<*fU>`WtGQ0eq6fv zUv2Xlu4BI^EEV-J3w?avz@1gWLby1Vm-(dmogDQob}>a0zdo!ycZbhtmQTPTX_eWl zGFJCwMBf*V340MU!Oruzc!JBbqqQ0`Put609xzO+d3)ASZ_3HNA0LJ7iqboJD|ypd zq1KdXho1H=Qv1xMcRJhZl!eOWw}CUQ#QT;Vu6?sBKkSy*EM94k8#9is%bOe?v9l^{ zpV@WS+}B@sANifn!L@bUyjiQ4U)xgt=A*-c5^<9sXES@ARlj4qz4=aORO*52RBzAyJ{^||1OBJzw6w)-!@*a-SuUw#LrjtPvcI${veN97l^!6=a^*0#PE56 z5Q7AyE-240$}Y}GO)V+b2UFk*VandSlinPgnfg=9=x)EryT1EoQ_pZoG8p|*zq@u- z+OMJ>)wx+( zuP-m#+|#f{rh|V-{&{_W%Fk_0w;g|Nr{-)3@&LWBWgUs()V3-~U&BK6~vR{?gxn zzS*(;`;)b=>i_?Lk1zK(@7u?}YtR1m|DQir{rBbmy7G@dpV$AJzkkn-$B)H-{j2-` zb@hAuy*0nT*8l%3U;pFs?<@QNU6r^0dpo@T_pkQ)U*F!ZpI`S&l~)HAGpFiC1*L=0# z|7YL-@5eOkdneXQC3ht+xt-sZ!e{i~XS@UL&Q|97QFRa3{`)My@9#U|%FXNT z|K0e-ZU61tTY3B1|Eqs5|6lRn=Ev*h_LCUp?D;|M%%{{QkfH&dbkd`v2+b z{<^bu?Ek-Zo9_R>_wQqT*{9(DzGwd4x1aK7zwpnC=I`B&e_nj`H$&0>)*gA;dG%km zzprn;E}!)8Bmc+G_p|@({{2aOdi@-g|94)b2XCK0VZPw@57%2=Bp&N^#-1zkc%-s< zN+MtV;q@L*zfL=r{;DygQtjX8^PTmn?_cg$5RCg+Kl#XPl~pQH{S`vXG7`DCgzFAQ z2map_KY>I4r{3`!PbJz_{ESZL&ONm7m*`5HsnHd-{7V)YxN!8JD?2$O3;i`++*GfP@$2F&=7xzG0#hjOR2&_mz1lPpvUl?=jdl>}TEB zed@K;ejP!bRi9f5$~lCdUOX||ZIxS;c%_(zB$KL$#@$7Zp3*HG5-l7OD(;phMVmTL z3C;eaeejg7?#CO4H)I4{VpC*d^L*l~9ICvw+eSKN%7Y_81vv*j+wO?>-Z9-I%))cY zafWZmvWlnArzSitlYaa?zsmR z$eh4;0umS+x`mDhwX4HZJ6?WpG%)Z;Pibm!v{K1llC`9CVtRAWj5!{@ed6ugmsD?Z zd&knqZ#Z{~X^~Khuk#*`gK;0Lq?5lWN^mUMZ3J?|G}9o{OS?{Nc5sXJQ_)|3WBO#i zGc1kH6J%1aFP4$Ayy=p8@`IwARk7b`5#CD+Eni;p5is!Bp4J=EyG8F)&V-Azg*ne@ zial2ee$VarKw!z@>MdIB`-<>xjan<;#tZ9JOR&ZZ4?;h2P`Nu<+x!&?)jlM7U&9 z=?_=s@}>jrGhFz3=deglXJk=YUokISz+?K0CBY_+4hpi1At&NXJvr6uo@r6W6O|K9_mA9|z3XgnACqMElwQ|U$Fx$DXKvc)cQax|&i5BNUtXNK zrgdCyZYpz~A_vEk>)Nk7`FiK%EUIZ1UBPnt^o}F%KY@Z{0w_3|x4?tr(oB|@GR-B| z9A_zfP+Zo$1>!<2N&6!a6Xe2v2wZlwdad9qVBo=?2@7|@CB~eWKDKSt1xZ-2y@X1e zU7YlA5?ginYYy?F9Bgo56kV2VFM9&TcrH24QYesG(!9mZuSw@K%W}sjqWZ6;)@KOt zuz;i#Ch%Q?B*RDrWsh{BCB;0KBHbQ{H#Im|c|g6@^gUESM?bsfGk;T~qm>6Z_e8<6 z7RyVYrjkBKtJ72dI0;zrPCBt}qO-EPrbbACqB7AO7KRrWbHBX! zanpscl$^SYC*~>?@LaNuQdW0dX8El%{9D&`LAxUyY)miZd<6tNzGpym=}g#M%J%Xi ztJ!&jvhx?f?%&whwy~K_iTkEw^OG01E4ssI0>yVt9%=ak2Huiyh~W zgr#`YDRRtVeJQgRQXF35ihs&E?Rd-si6zA)7cFNgBuqF54al1c%I@Nm7C+W6)UK-C z;`UDJCMOfyOPRB3TA!u#I|bJ)VbN}u5aYdM3(^D&{hJElz<>Po_}Uk&mslE;C%n4| zEu;DiZ+_Q4_=&}w*%p)%eL{Ku^1x|*p&}8^ND?{XE zqsYr0_fMLg;QF&@qP1f}zH{u7uP*A2pLQK6t!(1u&b#SoaN|LMcxIDJv&pArkn)<> ztId&7J+J_j6Fw7+t;(4zRV%5C&0twbxXnJfI=rcS@kH{ zPEfKvqGbC*Y3;<_Ze>jkj=MZIceZhMDIGkO+hqEUr-C-28$0jjJlP!+Z4P?rCF^wYbhAlX+e$~|%T&$gA`ZF}3d%3#)) z17@(?mrPC*?$wNYQ>_{iw>)~!1}_5x5A#fr<2~Wkikj^NHQD!) z_u1|)0abf@Hmm~YXtf>pzMhKv$g=&aJt*O;fD%5;Z#omeerunxgdOC!<&IU+8ND)6 zmYkD5u9Bz@e#s`iU5JO}k}D`j>%q&L#UA`iJoqiO|y60TJ$u2mhbRadf?m=;|>;RmWd{LC(HIq;d6W7>4nx~KI5Jo6ST>Nas) zA=!sJkR<+rZmFU9yBS(qCqiE#)DcqrvV zN-I!V+OOhq{CH2!;+_Ngpu%s$HDOs$J$tyRzd)(FOh@>M3)a$fBFoDiyN{Zk;`rkv zVBoQS;S_cm($byrI0xXFbHGT1D`XbT%Wks`zFQ z+f(Zx1wo#q-xAJg?Lzs_D+GAJbwL8Wz`v>RoUuj4<9PPv+ZxIrxE&uzq}a4xsNh-n zQO3#W;s%EaY7udH-aMCBn45dj1*Q0vP3E~}*z{efkXtCb#9i5=|INe}Lyvxm)Q6hW zHVNMcrCEiw6DRvl5s!#FcJJz@p29|@g9j91!A@0zJGJYJM^}lC((M(n=wo}SbXHAE zIcA1>MBMQmwQrjf5+?Xv0wvZ-&WXKSa(UB}j0tfnAgfFs9Dc!J zCZcg2R3un=f@&sDXptbDqVjU0%F7Cc`)+d~F)m=>p`K|LDEY9=xoIkk^XK_wPOB~b|3AQ0@W~+Ks5}^ zE;EQ-ANTFay#&oRkU+c`@*vN-X{w1nD5fT3MwXIiRhMVgrR*h~LX)?+K|B?tc4KeP z-jyMbnmgrlHfT)Hy9CM>6QNPeB2dUTTWH^c2qoH6_?yDuJ33!tV~8jQePFMAusm6oL~#AqZ=U ziJjoMB+Pl~(nph7dmfc`&A-pz)abCwU6_RhROf^H5S%8` zwpD7jR(2CoW|#I~J26)wPyrlQMr$`5n7a27YaV-*fDV_*YZ>1O8i+g$~7M zF2*mI=ODCGn1y8$xDW9@{z)>IQpmokmUXkn#QUX-kABQ({1Q(|ZEq*SsIDM}jC;$(n&u{_PWHtwxgX1~Prm&j% zt4K&JNj7mj0B_rGc695R=h@R&-jlzX=YT$_^U-%v%F?7rDCLNI=7#V;bxXR!Lpa%( zuv+$*H}v+JWD`)|W4in6KyY)LXTINhmeWfQ81r(nv4M0Mc)*;PGXd^I*~Q@UUH~L% zcG2QtrO9pQsy1n`9w|@-eI4qpoC$%8(}Na2k64@@yV$fyouj7Xr4%SJUFI;Iwf9kF z`;xk?PXx#@g0<;b|I3K+};UtveV1+xFg+V5UoN> z&P{7RI2e9gc1gxuyAqVDz^z?adofaBvAg~f_v5M&w-;4|I(U|#3h9f6y5pyU=Bb@5 z+NXKN+>LdlmQ;hha2MM9+wADpALr2@m((Bk&!2^^`Q?5?lku5akB z4{dH|g91_RsfvdltC+j+8XxaFY7Y)>$e3{MBB&bbgO*Wjl9pA9mQ|gWRTnKG4XQ>^ z2FqEb_&8Faa>>J}N4w6jA3UINcQL3gl!MlIJW;)Jdnd_(oR~DZH~t8R5U-Ml4O`}u z3nx4$h|YIEelKL#LB)=Qzy+b-Gn!l);cZh^uQmrx)~MwEe@vx(jx3#~fy%qxKpp6l zJJvMsU3r^HdV(+yi&vC_ivyxz+SntrcaqHBV={YBv4A>cOfO~Ds#}4ENInVK&y44s zHeGOAl!AoB5@_Oq^t(4Zy7k3*_Vr0G&RHEN3kt^v0!zZ(L4_hq`TTvG!fp6J_=JKA zMK@5PXbP=kxl^vZn0n>K4Cig3>-#`uqQZoA7o{vYjn;mQT)F;@sQ!)(JqaK&P)Xkl z4MkAlrfOQ%Yg#pR;*VB^0wJ(P7lh}sXqw;oJw3s>v40o4w64^WY*5;WMWl`1IM3d` z>r1zXUI!;px7VF~p!&h)T!Cv(!r`?C9=`x}Kx9B!`Z+vHPh1>6Y4PLtRnaG%9wFlM zgy)3Rmb*;NeFf=s$nU>C;xY%AH zK;zqs?pGEm2Ia?Gx_O=%%$RKWSW5o=2e0^VCdc%J`H#6yohSKDD0z_&+vhZcs|iu_ zIh|D9SF|`S-Jz1Sdqey`^B;#KOuYIwOP@(JP)|O_c&_ioX}RD%a-R}pq^9yLp5VAx z1*XwWa_=u@r^QJd_icD*=%v5VY{uOguMLh_N>2XFyNx3)CbB)^t^5?`r6s%4c(j&2 z-g+>kIkQ$xBbDV1KgZNA&fkZ2v1`h1>@6&7w&Z!1a%P9aiDmlL5swePIcQwhm%wqRJ8Mb1hw3vkZ{J%CG7d@o%_=1M) zcFAV9mwR#{-g1-d{0(y5lYJZB9iMmZ&M}MKhUXFu)aSl7JHT3h>}jH|p|Anp)Jt1u z8?Ko0?k-y}@3OBm7fiXh$6g^sE9^b@Yptc>iPC4zNrZSU&$qf>(Y$+=WO$zUpSn*A zWHgq3Hct-Fls&+^Ov>lAv7@GPQ@z8AkTVa&uZ4QG7c}3LZ1#F7=J#AmNR#7DWS4o7 z*3#-9#-F{tUMl4odp*L@;m!E~d%AEcFLQ}omEU%xLYxtqn-?;tYoSvBz#bfmM>$N?}&UqwZlgDiO(sG=b+$oT-sB#ZYDS=mV$$#-}*(a__e=x zj8E-MD?7Fz$jvgnn0JS@!sAa?$8JBA?{Qw*Q{*QRa!TX*td(q+fB6KQ(tO@I^)t&; zo0CC*4}m4BAOSe@k$8Xjv8RCR{ zZLTul>p2CAF^Q!!&6~llG|;kiQ%wrFBT&10!@cKni5E0ZzBvX7$0mOJw3xd8aU7vt z1uH^~rZ}-popfe4H0wWI^7+iA%C?eush{c$XY2+i`JR$<&y=L=4A(8OIVhTZtTD*V z3Y0jOz!L{d&(o$);>|n3Ir5ap^PF{=P1ffn!|isndr7{vk$yYJV8xV+=S-o&arvBa z_VbU|cg9A14>^_byyal9=Hj{8&r;499d`D65xx5<)9Q1a?QW89L8$|#Enx~o8&BEp z4euOJMU<{PezUg_9MkXbTYpe+y;ZsI;VN(fwg$Oz3*3!cKA*W&*;Y2sGoEc}PuaSe za}7a`xfyfWr7vhn=WUL{se~_ECI#1m@ z$+t1a>d9(%4!7@nQ+d?d3FO3=ASX_Q`Yd6}G@w6v=(RdrNOk`GiYn?k1ESJK*SLtUfneDp2##R1=;8wWB*$ zgcx43OmxsZyGIgISO=X9)Dm3EwdAvY#QP_63|5F36->DVu1==0>L1&%eOf!G-FJ?5 zH`T)$DHk+O!n6hYS?aHub3E1Qc57*`5hT9^g7S;6abBy#j!*yoKlmm0*g~iQ*-5b^g z8KvLvEi6l(11^ERp2T#mv6`P2qvT@&&J&K{qzWyp%Hkrd`@5~SasPf=->TnpaPgFl z@!j)Y8_bw|?rYtTgBMPQEnm(!%?l$LpZDVRvzCvr?&r6?skf$liV}~^(l6lTWuQJ+ zTfCx3;PIy^kMC{ZKh_x3eDNG7vsdP`vk8!>^Xd!g)DWFtx)J2XlXrMQUR0eq`J8Fr zkKX=*r)G&R2{IZ}d6rIaTncY=cv*g|N%&aPP+@oC#ot2`HeQk+V~pDkub-T8$gEcN zPK9^HYb$B~DMpV#c};m9q^@w(RG-JMGw(R}vfHhtQzte4Jtv_tw`$#CiRURkJ9~Hh z=_@!qrLdXTOim;92soM8KqEZJ&qhANrhhp^pX2X5gWZPL6G0h=U)bhASD~}lN5y6Q z#})>;*@6m$EARs0%IC(bpLf)LE=$~B!%~&VGtXP{>l}j$z0@nkX5#b8_8YC6V!G~V zMF8IvqgNo8E{3~w`8@tL^Y{bKvq!FumuU8SdAvpnQj&i%I39Z@UebI?YMY*`MaZcY z&s!Xq_Ef>En<~2vRdx=x@*p8l(Ry(4l)&>hW8O%~Km0VMaHhe-0L{hoKw0P2&NN8) z7rpv<;MGrtuQdv-k_dM^TT(ogak}@$@7tD0o?qHiWhe0!RJI15hn20t=h?%~Ki;PX zDYtCZdFnn$eg&0VX`5baSKlAQ@mVO3O@QNzGn55ly_{P>^

    z=W{7;JB=v?m9Zb=*bXfWIvKzv8RBIG(=D^ z1B|o<(snu;5*{|!AHO+f0d7-7ACwj4oZc=d&GaxpQyCogkKked=;w(?KRG_um`t0O z{VdPGIvJ#7^Uk(LnWY{g`w!|}<3H6Hd5DbM?VWb`kA3)dmUUHF9>q8 zNiX(g6)zRiTQ7N?Qu14RKQ(55=T80rDle)a#mKymo(o%k|1nUqnQC;C$M;CyELJFjQ6^kW%N1GVVb+7`~~&lT+^zC36Va;gKIcq<@@*GAja@?%ZX z$C{Q3JIRl83>Hk0OE*7e2?}}9B60bLpMpNj%xqy^ss?iYluPjD#8jE3LV;TAG;V>4 z{*-q;jlr5{!QBG6g5s=io2EzCbRB3e%m^{+aboL*w?aUE>)iTz2j@9(Dc<_LYR+AW z=b(aa>WSxa4?mT3_j}iZq8X#Q_Fpsi_}jl!rez z9E)y|1GNOPY5W-Vw=D7Q;wcx;aW;FMEaXd`Gug0G*1%gZPeSaD_lyEiI|Ec{zlBuV zoL-i1Ym(m9G?m$b+BQE9rf(^>JqPOcXzQNlosz`QJ@-*m5Bpio2 z50ML7PCNH~|78oR4l&wh>etSxXFQ(__LJmWP;i{_eD1}me_TM1Kl7+g>Xy$ZGr$R? z44y!&-`1poy>&Y5?;(jFcP^jFJ5wrg#`F0p?sYkeG4sM|-dR0#Sa~z!c?;uGcpt_~ z)qSPQlvxYs)*q~L*F1Yil6iSh)f{lSFL(0V`WEfaP3L3Nu~sr^A8q2A?}Jj7;Q6nh z{^qe5_2f?>ALQ%~@gA<3?VzbV?>uJqoO$%~k8H56jUQr+t&=}ApYM2{v(D&&@;Z)i zE*qgIj+OzaiJxWZoC>?m6>{%4-Gx|Y3M%4^9$C&_JwexuBRuF(=%F6wr9Bm(RMi1b zRh`d`yPp?UcfLKeYx#3GXrW_x?&J)cdylr?3_mv2^!VbN%|#2Q2%ZNekB{)=@v$cD zqs_eo+hQZWgK9h5b9p_*pm6kh^3ky6bY<`E-8P^&`v@xY1>t4B@cDGH^U1q!f}F^6 zt2`N=W!&zp>nV8ezFG8@CDsb&%&W>f-%3D@kx4s^+3bISYNyGD#mBU3-lVQS&9u4& z)WrP=YU08yOPB(-EWP9T<{oe-vZn%C4DX$<{BWg6=kv=_;XUAlh2qHcrDE#y^mXQ) z7dS7T{LnJ-L9xFvthP@7#1eIA?`(1Tg`XG1gk%{$!qQ-U)PA@uF?K1ar>h0+>6*u= zo{9UmMh*Z z>}sr@ylm>6*^{U5^@$JwX?hCM6bSEP1fLTRJ14I3yc^Pq?KJodYA7L4cAjY4{$XR&=a7Ue0QhZb8tZ{ULzy; z@E(8Kj}~oE%NV0a*t+!dj#q`CR0V4O&hwId32J{lla4b~i`ciZDPhXzqZ-d!92diS z<2KS;t)AATKDAlbe^+l!x=7*!g{8-D@;)3}8Pl*1yMb-JQ}UcYlA>)aM+EX9v@_jBzdpRY!gL0WT;OM5EL zJxe-2Uo|G~*$;_EP|62Y*Hev?o;RqioN0ma*~dAcnJ^K0B}uAezMBURCD;`F^f zKVD#Oi9j8=rT8qkj{wSPX4hTjz46#FDecaZ$%P9bwIitW4C=Uo>%i2vHuuCgLA(D| zbM7X9+dO(IC6lJx-hFg0ivJi|o9Efd6*b1UezLc?9WAR%oZCF*;2lZfUL)`*ln?hE zA+PvvHQlS1$oF)+*&5%`IOejL=NYsk)8o|_$k}`9W7&zfhjzIs3NM~w2rpHYb5zdk zuvt^+`?|RhV>~2v$!E||=*vHcc6q%l$%A(;rgN@4X0Xo3e8&NI%K)$Cpus$=xsbuU zrXV+~{|x~vXPnbtQ>>P1P=4$|px5$Z&}bCrbVUQb`(hRAlphCZ&OHYjgDlB|42F71 zzWl@Nv^2?T|Au!U9_Wj{bO7h zv~g~HM7ZYNbKoB2(%Y7EvlC*wOg{45=K+sDTZ24x8}6ws;6Q)-=g_YEKT534!K2nQ zCZ99)`?zzGPyXT^ylO4}zfd`@j zz+)j22B5}wc3ZLLp~j$-E3h;`yaLYePXJXd<}>al@EuzabYcqQyFZnwcPxCEwOo%e zFP*dyT&_Ut7DvtH^VGx6KQ{gG7L+h-qa~PQA)|6Lh3npJoW6J6hdJQ%YopF1l?v+} zNIX6A`N*TnJJ&$@E3oRc*s%qm{@0n4GYVU`27O7@-|*q{K?@VmXqe+-&>$5!1Q*XK zn-^i-f45@yhIN5%*4NME8L%f`(73egxTG0l(w&IBk3akQt>iQ?t0Vt4bJa7Rd+LKj zcYBT@IH&X&+uZBg_a;&DK^D)$3mVGc2ID1YBeSRIQf1Oho4jyPzEntEQhfFeTd~BM zlQSkgyt(=_BwyvL^A7Wuxn7SxMA1@1*d z$A%FjwkcDJ4?S=^rSTlrdwDefwD#konaM7dpe8;JT`Jw*q2s)e(Ld*7ud7>5Kh}M` za!TO2$$_AzIAWAc%lfI!=AwBE=Am0&-Q@z@PPAmw5kFPJC zQ!p>mqCeal+zHXKM)Wne9O`}DbNX<=gEw;u&<652y(~d4lv_V74^$IrfQPL>1ITAh z#cif4#q3qmn19MpCyw1Gzj^~lbUWqsF1dSLz+L`8eY|ZBecFjxYF1y%$?Qk@hfn{ZR0CY^B&YC+Pw2vQ}$Ah@I2+8cZ_dUnxS+X&wGh3pDTXtobi^= zNn45!9dPvOhxLdr^>_)s`+M0iZ`q#&8I4d-13$pa7&e3f8TVlN_=o#iC}?a0JR^6e z)JSc;^1WStJ09NMvty&k*J;!Roc+ z`=5Y{QqWi-Y@p>B)9helz4MiaE*C4$6US((R3?73sk?nsZ_V$6>2Gd2N$kj41D^fT zVb(j4tY1C%v28l`BKXjwN}l7lTTA(ajvXq7_pVMUXL6)Gtc-i?^%A3H^m)yd2S+|P z9{s#yUg7Qy^MYC!mvT&A4C<#Q`2Cu7opq{GjArm2wXdL_iviZ2OVzQrhpOgRw=|x& zJqwyfR4Kl+Q>{je`LS1A0e|hWMl9oF>|*EHJDxZ9+|y?(PUo59l?k3JHop0O&fYho z-y|wQlL)uK^KEk>W2m4G5C59E$8D!><9-clf*o1_t}jl`_}RwVxc80b!O6*>`8JFW z2>Y~ikDV62JyiGe{sZo0P@MpsJxe{xYsN8s`j!JmELa=)jY~i8aLWZx#dshFX-d6k zoa6ldPkKh;Us=$w+FZ~u2CRmeQgrF(flEIbUe*{~n=8!LALIrrvDh|w%qXawd6Iqp z#B=PRYH6wwrY40-$tja8f1i^G0Z*#DjNzQ8@!#wI?F~m3-vl*2CW1@;m+-#y%bJ9j zHg<(IyEnW8nakOn{=5h>x{&t$gJ5373FdX6mO94x2m7^ik0HIyo>p*a?5??Z?&h7# zoK}fsKEJ#x2{f{nfYSe)H&tqGncb!`IdQIB@oT|d1|JSCp9!08zs#H8uNWiAz9;R> zjulrxLvjs4@QP;Xq{SghUcDF2?N8Wyx%kk5Kre8w*g$=5_Pmau6Hik+pT~g8aP%S6 z%jev$opaB4z8KWYgbblxJa;qZaZ9zg;JPJE+gpwJa15XZ-*|gym%FC&yw|X){SA+z zG{0?PztQvx)BpjE{Vnc+j{UJLo&z2jcCwN0Ed|fhDbLG>^vmq-JMnl;{Ch6A^Zbvh z3m-uvE}*!E_a}a7&U^l8_Q&p!-Azar*BbzI<@T|FMGIcQC5mgz}x3%^jEg=tV(k!g-k@Rc;@nTqU%?|MZYrE zxWmU+L(+?TmF?#C7pVGw{CAA~se`8SDv&!C?Sc)XFZy+2QI!opcyMH+++2f-DMpKS zrTHB@QxN)j>b^Ika{XTuWTa9}N8Qg!q_nzLG>?s$oa5lS1p1ug0 zz?L#xxq13tza3ir1sPK&f+aj-!BcXaZkC?4DW0`0OYA1S;c=7nj5W3f<*1dLcZzND zW_su)*Ae6vB;UIPG*;yC3OuEJW^>Tw$yd~;U3uI)>2~W^zMxqq<@3)$y_nkb6Q@!#P+(br}Vn#2!1<=poP zG!>1}?+u(E5jcOr3ja+B`wiImgWLk4tp=}ylZy{MO+C`&U=eak;}vN7ViCNtvB+-Y zB0I;x`6;^fi9B*kdlsz&m$xEC&CJ!=+ZErXeO_?5G0-g#)Z`U`MwrA?k*}SiUpc#e zrHGWmI)@^qX4ijPn#(Qm(DYAH7YEHK2ZBb?VVX3a>bTFpQS_xkF&W$u6?TD)xJ_HU zdFL|D@3WO+;*S3~a~f1kCtF&9W^9pKmHuny_y?R*2etGdWA=;ZY~HE1iP!4ksoX=a z>p%l_81wnU+RqD1|Cc4+-CVqQ4!m35`@!Q)__3+CW%O^^Xs}}$1yG-M?y=HwNLHFF z%y#}gyqq3rlXU<7P zykB(O@@00~`EzP9k=I1u%}kWhNL>ORwzq<$#d%X_%`LIpTw>>FH9vJ#T_TUn5);_M zlA=S>G92IkO%*S1R+Z5(m3}+NU;#XdIIeu6F|{MecnfH%x7gpf9NcU3e72;R_rr>x z;m4ku-ha^Ck7XUemd`V{ewMuTQ)l+~?t^zgi#?hRSBONX+C31rJJkEwWs1?QpE)Q6 zU{jEv_54WdetAC7)PhmiVqvy(OTSpO8-j*BeJcJNK5T1z!{&`XwE!DkHJ^J!Z%uiX zpG1h4+k41hz~+=aGKcR)Nj{nu4X(+pK`9G)0%Yda&lTq1A@PP7PMOL$okRHD-#0aF zTA*1tlyPd7rE|*cHka8sTh9kI9y2(=0}sjTCL5}Xo(XD^zQ6yolXd#zM(}JuXoL?^ z?r1y(hsTcd*P%oG;PGbg`ld(gmaPAh+P`7NS5V0bYM?Lffi=(<&jCl8Gc?kqRKXR( zjLGLh+3tw;7ra-GG1hTbz&4Ty3drSxw_8i?zxSkqDCd;X5P9gZ@+h`3_%8Fd z98k~R2$4p7H4g`N6}(rUT;Z?r5VIu?DJ*Q94dcZ9Y z8gd3V0FdV~4&D06^tNW=+Fz}Pl2bsl6`-M?&695T+&t}9TyyPnb7965P)+V8iJWl~ zU)D61>^l(xZZ z4(iSJI4%Y)XPK4%B)MPZf*E4nAcXGfyk zBQ|hf6SJKXe(hX%#`D#%c1i_kq0Q`UmFGb%r%&t3oy9)2rk(w~F!x(oBB)KYAP6+@ z0b1|aCV1Pj`lj>A4+VBu=R~0+k)WYccoR6ixcA9R`4(+e^@#f876F*EJNq_O>~pe- z2Tg3-SWiEbX8>Axr$uvZC@es zv?=I3Pk5JMpk^~{v;@?Mbz186Cu|F778`k~$eIrUY{#Zf3FetQg&AWQZ83OAG3UAX zwUa?Toy%cEhm+4uZ5O$1S)2cvgI_sGMr-M9&`9LnbFh&}gf?5Rmw(S8meA~ToSqaj z&->2jzo1dieSgk5E@KU^~C`%c)}MlF7!;N5YTot^aUzwj3x8m)L@aF<--n zF|UA!F~9yfwCj0L)zh8e#dIaM%Zq)@Bh-BE-?r+ls9N{>CwSFq71FBH!1JILq}M)k zzpnf6vI^u($OOGmaM#t(Q)?by{t6lTw1o|Q`UIR>@myX&OZ4^6)>8W)CAQ|rK&#@w z6VVz4r$ry1+H>Tn1So~6 zKnrlcf>yY$dk$IQn!a>W@Oj~t&)-jWSvo23ylHVdkH%7PLvRh}Iw@nF=OX&7b`tDv zs-O;g4}2+r#8jEZLWWxN+;YUPnR*$OA6pOz?TF3G-|$iU@hPhV@2+4;AnNnf#m);K z`J8g3_|SoymWdDEKxeJAxbK{HxPO}^6Ewb!nWg7N*z{l50Zqj%6`yAe>Su!IF<9l6 z|MR*Z<@KW$)Hnkb#cuFP2{+5PHXF<4EtsngT8Id0JVFMK)Ru{4K6372-;7b73QsAz zRhjhG#?jip>fugMGYPZ=Y)i4(b&l7e@si<2HZgBO!*&?i88o1KJ`OyceDNHlaSNJX zl<5pwGPhsT&fqK7LI9-8zY)Ba;@;My37|PHH|z9b-|RijKc*Hw{kvISPYSeX24#E; zw2D#v+PTMkQ$fwLNw&Yw&EWBRIrTYP@ull~#42P2AD?QG-XDZ*@gqo^?L?5aOa9!Z z;8A$++VO^LE6(s^qG9ub(RH2oN(HZ(6yEaLhp9LO(g~hx2wGj}`CLj3)SSC*bilY* zlHDs6ls+()io~tHulHv9f6;vgpjD~R1q4!IG3^dJ_Do^)JI~pUIf-X;UT5C%yZ5(o zzpnit$Y%Eg-U-qcuTT(tTon0WClA&ku9-(a^L(_C)<#)@Wc+5zpHn-GRCZjSQM6!6 zAb4*6D||fRtIg&rx$=YHj%46@NX)&moSogGerT`Jx;tq%*7e}h_5L_Gz5~y5GT;9J zYZvqE5NIqo?4Sf%e}u92t1|7YjkE1}H|R>D2Z5(nJkMEYc<}A(9&OEohh;U{y+CW$ zR!l)&`DMKNx#X)#wbh#)H5bpz1})eFt!TTx>VUb-3~rS=Pu=6o zzqd(1ikzaRyGtdeyH{wO0F{f_0%P97dFhMc>!TLW+r0CX%f62rYokA$}vhB@YDl*XgKWH7If5pui1(h@0BC7l>0#<<*v|)5& zJ{p$XZvEN^?jG;^2pJCBQGQIj_U7vdg?YkQmbzEOMcDM;pT8Y69Cid!Yl3Xz}t{(`7q$e3-g#JL@|SP+^L>#8~{=Iqof=m7>85*OQ;_ge>Va z<=Mg4Sn%dyA1LKwEIVr5`ne))S8T-h;`13uy@NDRKKWE>Yp9V58O;W_n_%l{twF0H zl)$UZ7SDyG3{X+EBk6@o%+B7AatpDSZ;5aBI9Th0+Fzj6#UK;Yi+wW>v^m`RY4p%2 z5i~G}(e5~Ot8$MyXqF4yZUaqN1!!K{WxV3ksT~{F6dEsKm*oew0YP1N=-?%6m8$-Q zbL^nv_nbt4S3hLgi+P0+^W!4PN1^A~A3Ll(h_&ysd;>gbz*f(l-O+7Vee<-H<1{7A zjWL#QYZBhttb26>JhTH{ZVgI@_d9}ePJh1L!mhb^E9AJq6%f1K+DSH-~0g$je)xQpwVQAra9Sb7}PxB*S4v*uM*rpD+A#~G{1XqZa9#4_;l zG13M$IdKvX%!8ef&9=u48i@Qp^kO)SXgLDfQ^ECa4*U(k1W-IFQ`W&`N=7XBup{JRh zr=!4IYcQsrl)Il7E?);8Q%imb-H`)YKg+CVqaNd_`A+*MC<$Ky502Tw2gl}A*=?+{ zbF!TeTD)eR{Gh5w?m2j$+x`Dh52WQEwiO)))hk(`rQ8_%ARZn41)6#SP4R|!8G*Wf zGu`%NoQeBp_3*je!wV}?Bw9f`t02n^d<;%?J{RtOE_~#3Crg?ExZw#NDxYk4n%Dl@ zjni@Bdop~mP2$^aEVFa8o(~FL4-W9)0H}ff^YgLw3q*%?3|vN?loG>)i+Pec12D@fJN5I-smePsNxL`93v6j@Ml51p+H?Io$8_O2MYa;` zUT57b)j@q4XoLr7S$e513aMH35H!vO+UWoqc?Ip<`ZS?nqQS#cMvqsDJa)jC=k+$lkI)(HOQ0F-J>5<0nx8g37nvRc-u;F#8<#%q++)#h(1^a|Y4G6jY49>% z%^k1i?9KV+kPI63umlZr!FK0KJe~4+=G4!Ur+(&u)>0gwxA7IUkF;yz8P6RyJs%xg zK=Vf+Z=vq#L+Dx%bZoJcDR`;Jo=2j|->&5`zYB4*Fge8mUZht5odj4sr@(G=ft|C( z{L~e7i9B_0Bp=3rH={|W-Lap)_szq$?S=w;y+((?>0=ITUQ&I|d7U}O_0NO%4PBc9 zpLJsKJ`nfvwA{2E(nmn?b@41{to$ytvF&Dgw1p60zXgHECKZDcqu8g^ z{@hNx$-%|Sv(LMkfx;pMx&U9|Y0BrBsh=e`{me;$FGfo#HVcpZP?*`Gy4IATB!~hhm$n6oSJlA zcK`Q{%hf@HCg4T~ z@=8v-x;*ey-72I771?)gJ)c@wDe>6sH@Nu0=p{_u`gsTMfwIKA{C3GVcgm%kgBPgz zq|7(^w&^+J^b#SyUL%Z}X1&hbL+Z<#){=cvug`Hdrw1J?(}nIw zJ2z9qb|DF@+uD^D6~Eev$t(+KJ{1x^AlUNiw0BC{4M80hI|gZ1HApK2BV9kdxO z_4%O_+r@QjMuyj*F7TrsJgD+4+Ietty5#qN=e^bh5m?uHyhZ9UY{yp9^&ZLT z?JVbyr{NnF4)p>pdX!rVT0A=0@G_Tq>!s;?^;F~TC(B5IR<&NxmNW1Mb_iMQ& zUp5sVd*JA$Z*4vUH2W+5)hqtnrek||%J(=g2CdhX0)+=?BmJ|RE1oR*>~iVnZ9Cm+zTJqIo3K6)Pel6rnap5eFp>M=r%lK1-U4??FsAG~r+%)G+6Wo}@z=LPtPsAFpqzMYYIGy}I?&i8 zw#B25zrO+ZE*8&$41r83HVan-tq!~-Gk@=IQ0D?==DjJ%&&pqC?(xqZU|q^c)69a` zIE?l5J7t#kl*|L|^9Cr0iB@8fZKjJh!U>*#R+QvY~cli^GO3lS~h_FfZN&+N0|R-=hm! z+TJN4s=qo9I}{v&w6bs}_t z{gUPE?2{X6?P~LbB|kQw_jrC2oA3Ii=jDlC`}<(BCDPW&PrTuZ0`EQ_UJFX^>7Y&y z%G$Kbw3jyb_(3g@H+MkuzP!&2;?AF(Vf1)gP>-~?)CNU~mp0PaJooW%;%?A#|MxeN z;M*{Tejjt6^nZd{gbGFk*l35&DT#})>fe4NPyCwobS21X5YR?yimQ5c{$YXnb3cO@ ztCoSyHWO+|R2xIimpEKFmY6D*yc36C3e9 zqzgQ%32jL1c>vmoxrgV10M_Mm+}Y0y!zaH5ogX8#&{6a6f`DewX3_OO%^u|*dsDhx z)PE^RAI1O{s7;m)+A#;-G!7coP@cDW=dqUV7S8F{4dcwQZ|)TrJI{UObJ7}X_=+&l zhykmab$U$Pb;)a9g4nj)LNqBY25p|@o)6kV2(C7_Jh*Gva=P`7tTVQSDxmS?(|^HB zyFs?WhUGFF@1B#KuD)U~xSfNs`WZByT(b=}p6q|Vw-kJkfjVT6;cUdxp0YU5umI}( zGH8PTNfl_(|FJ$@&`zl`@ZusH_P0~_y-_`ST)+-A42{x#Okd2VK9^r-uDHkZW}kcd zJ&neQB_O+eC9FVOorRemI;=eCfn^Uw7k4JeXW-S!u!W1pna_K?gO8PRu*e)(nPSn( zV+CKyTyU!MIdk`OLz#T>Yo(_;z{Ak(nxOc)QO5CKK0SZN6OGNPx6iHM;ox|nKfgib zxK<)h{=eo5jkiH-_trjscxv0b;{Mq9rhtc?7lH&>VuH&T#|u4@Y`md)a2`8Pnb(Hr zscGUfnvK^5ciHAESHG*jKkHxO_v0V-cO3NNG(La&cN9w+@As)}duDO%+<5B4RDFhx z!A*Aj5^ts~IDh(#o&kG$%yN<1dv3q>u-4w=`nBhb4NF=dSaxx3spz@sT{{+L|1o`P z%(OAM$sVNb0YY2-J-2^%>aWlHm$)Uk$zI>M_(;NXmU_9j+Uj#OWeS}`f65Ea6YQ8P z#8P!2VL3}lkBDTQ_3 zM;t*S1{KpldTz2ld(g9biqeJK9t(cYynflfC(KLWMQU1~#F{Az7Z%sHrmswRIL+>- zI;V{?pSG&RmxhC0oNRl~ykROXI2P(<_#!vu!rlWj|0TZv|0Y25;DYHhEt56`H97Ww zyJ~L1t^XkC@*^W@LH4OaB2@b3OMf}nrLPP~+N({AMn zglWA`^OBFlQUgz>T3j$qN z{_T*k@#JLMduGkUeL?-ft&6{hrT;&3W%-Bv4Ux~*1%V>#KGSCIGY2KZHIL3OpJ@L* zJJ9F-qJ}KX@!xOj&TAnN3^u#b+a^X4m=U z6YbtR%r9@U(>Lz#IC$RHasKp~rb$J|p0+Gb?9XhGPhsMdRz2~#;h-Dmr#+C6HT9bK zJXYoW-(b#V^%8q03CW2|8B|OXdQv$v@^G!`2aPN1KkVJgtk)!75TSW+E;~<{R{<=Q z2X$G$S1P~PX#Jk0JT6U6uvvZOqcX8X>+B;YJ2}^#o0uK^IQ6~pqYXh#*8CD{raU+Y zP2)>N%I~?pyAyxV@4rEm=E1q3nEarly5n<3{M!b5Y4#Yeli5?!PdF}RDVH+<**bkD zBt|sf?diT#$^LGS@SVy757_5FICuJXBq&RT_WxL2c)&FF>SJ-cgLBK9to4oSmD#ja zcYHPiC!WIRu}{uf7d)S9@O#f08znaTA6>U2Ti&h_yj*fHcpcNbKZ`$UKd=KOyB(j6 zKAVHmm9@SxdwR~&O^?nMKRNf;U+}VhPpDSH1D(*cw8lu5wB8wJ533GcjLx1d=#qZG zaq*@F=T4uw-_htc72;O6t6qy=EeQNqe)XmNv3(y{dFCu(Vv`O{5o?T8PUFZk>ua-3 zsptQ1{Afeq)(b0?Kz0VYLJE(-F01nstwPv}ZzrFHj#H4pbKQWs*q z^D~#f{yw+GnkfswRvz@?e6{C{%$&lhL02mKu2iy>&g(w)dw&OGY23YYGKLYFj&t3A zOC<)*THoQF+sl8d&te5`ovfwch@4-2Xw~zlpzv{7ox^hHrpEpQry&uE5wMm;&+D!| z{=&a_IyjnbygA>26YH!8_b$BHTRQju<|;QCP@-XE4qJ7mh8t4MEfp!Br(FJSevZZ8 z!|(VX)(bYLYbM^Stc(YHb5_s!G>#q1R{wp^e!kh1W+Q5 zude>pesME6S%JKHaIX9BS52y`7JoNmx%{4q4;1^Lyz>s4&_lfnpIa6^|F;a3pVu#K zseBG8dmfxyTwD5K;Xl#Bvk?#bk1@7S6}nRiDnZI2CCFo~r8_>$?EK90&W8K*Ic7Gn z)~9cEm^QclUd0~6qfwO~%cZ5djKfW}ElSg1o(;LSv>f8>ocIh>z`$ z(t2<%`!mrw}UK5@(Hctg9fcS8V()r&W^S&#b|Gj9iY!O2;3E=um*nkDhE*uUWU-UsKH z*`z^52e??hu5onk_lef;56=A#DpvR#!9E0)Rkh&{zwbTJdHtmSl)5&V5U&ET7w=Tg zgn04F({sP=Wwo#V4_>}jQ}o7Xj>D^08hznVd=pyf-OaT2<8SUdYrgi--|X{krasK) z+x0q(A#o>5Hzd&|pEeB%+S#V1C0_A`qd9mQgRMvgpQ6TehP8@Q+-v^0Tde6RPvAU! zU#28@9Y<3UZ<9YXc%H7>T6EQM=N_dwPCVyg1Y4eJI8-)up=;wc0k4C9PY9a- z^5pe@s+$LK=XRFk5O+S_HFZng(iPDOHd3oUTl2OCZa=WyU7}38;XzegLmF$8NJcOFy=w;bijS;fnj(Ib z-;gP}zLw!o9_KBn14~z5-gVXWF4IT3#1F}SEDtL|W~OEYE--Bgl8-5HO_j z9^WqQa8OV(#zWdTr>1T#db%QJ!2@L;|CrPlf=&_ZjJ9Z8kaE&wRbSU2{c)q>q3Am> z%hdKkLZfu`^<7up?=p$YC*D|V^d(?{Wy^->)C}H*`?z+A@@n%(to!uAoc-=p?S>68 zO;e!$dMdT0h&OPj!)bSkY1$1Rx>oa?J@rm3)jNC7Qmu!tt_$9{;<)=1BIN6!c5U_k z{Mq@*diD>W1>4?gIrFp5a^~=l?V8`ez=mb{x{Qdq`|T>UKye+ecl11e(|m|+8=p#< z+S|L;)iK!1CoTw3<~XJ5uzAyNP>h|jou(}l_Mt>D@yG1uyi=l%0qX)kd`^W_FEO*` z%PZTzmshuGm6)?riNj93Rrl=+2S2UBp)3A)BN1F4vBWv#%j+5_j3H`r;?3o-g&j{5g5abN36M1>5dw z{r=R>be0Pg(foUkMu#h}J6wIJrM~^FWBJ{nH-9v4{4|2(Z{4%!`X|nnKX}evqRe|E z*m-Y2&b!i6@!0hU@4>BmlAgOCJ?Ab^=Dh*oy1DYo*6+VQ5=pwTc9UMcM)a(yy1HCj z+5*IFCK$6%A2#B|LS-)5qHVbPns z-tAYO9Vlc?SoNXN>(B)=_PblXH-28601Lm}Cf4?DWpymp@`*R}Qorrlur%`Kr9}?e zdv=?J7JQFjG1L6HT*<~+An&Y%sJ*;ng#N+vkoMAys?w=Xp4S_!ng0E=;xqL-Efdy< zbNsB*j0R=3^66PWG7an6W1n7MRNb~<{q*KXRjm`&U$^hL;++8Q8oW}K{3Xw$=kv!m zJhJOT)C_@;VSRTUVOX{tE<1Fx6RpYn7p{l7<_Z|Rudaim0eY2Oi zc3S(lz+vv+o6gp0T##{!(09CfeD~|B9p9~3f-fIhq+-bNRcH>#&!^7C!D7zxw>;15 zr*msNLId;<-qgMzx~<#d zwmy6F`hY`u-Ny5pM;;swY>?wJX&0EYmnEaO+&m;=J%>-}v8vVu>%-St{N`w?y4tiE znzX-Ono}!lS^eK;mgbQSab27H6)dVDMZ?#d^~V3Yj^8V_Xc84~^9@+v9n%he?eixMQnwZH{AuUc?W!h z7GiO;Hmz4qeJ{Vuv{mAoci=ZBlXd|R{qWtbp8e_W39BYuKYd=JrAqUZUDJlRrcH2n zPN|jEtlnSpUnHp@Ro*dTy^)Fb?r4#W-ty~i)8iO#l$hSxE!Y&He-vz80m8b?>y^{r z*Qd^Q;(4vAQ@_QV{BUn+yyA^5I~#9W2zGo8T2jlBxR)gpT4}vn>iOGh(zm)< zA4HNO^j&Yc3)B^cEZNJjR`Cjd-NC=>E8ZyEn7;<4YLHX6dBdF=I}7C0_~y<1207Co zy;0`4z0{(bG0J%be_a93al37GQJ0KaHpX^s>Q~5_zTgeCklt;Q8t;DU-u+z$trFY3 zBUsd1HpCt>sb-CG*69CGu&LrrvS^Kw*0FtIJ+&-}yIGPUu1vmtHRIU6&YoJ{V|Irg z?22oUQ)Cg3I|Qmr9^Vbs^*h#iVA;yQ_D79b7RL1^y;0_Pb(P~7JY} z+XfVg8sJDg1$S!jH{T_1{u;dv?nvCL^qTi;(3D!1hc~?gzdf9>if^k6%d#uw3sjv1 zUMsXX|XkTYbE%PC} zLmOhcHh`)LaEiGfe=PFC!wt9C_M38bKeBkSE~aZ;K1(blDjuI&`tq0BrLVj%esLTw z(%co-@J!%Pk>)PDre9po9oi3{s`x(B;Llmd@~1&LwaPbsK`Os+y|dTMC$7yuaLrv} zn)k-9f-T}-yVi<>T2znKrD|L6+&Fap2BdYQd-SS#(`slwx_c?6R(NOCf9I1TNjG$l zUIkT-gI`WS$^WmZ|+{rBMYJh zS;AxBargVMdfl(-EZ~-v)b&qX z2bX<3zr02Z+_chjy&Nx)JAJ{+(`OD!Uf1)zyximR@BU`ZBOk6TJ+nr9fo02wD@!we zahziIo50aN_3zf_!IJ-;E!bV8ImwQ55;V%EdQbkMIqA#4Go#{$1TXjKAiQUnU zb+?-8JrQkuepIq1TBL28<%@N(U5ovj7DEH(?IoGoE}6am&F4Dt+zxF6m!I=?iMY!< z*7Bae)zNGe|m|hmPil=tGpk)<5JmT>&yIF!fP1PzZ;Z{aVR zLSHypYFiSwi#UQ4@^%qNdB@t;{n71*U+tYz32UKVP(OG965%_FGTZE2+wR%Rr*j$p z3F*nPnBr~tg=q_@?Va0dyh~}_x(9);4cVUtiPW+r?qqR=B<1AOSF^hI@rs&h{NiXf z4rgiX5Fujzu+{{3>YwH7)R7w*AQN#8zEnOaC6PkZ{a7q?Gb-2UK&GSBIyYigB2`Fkfg zwjU@RO8jc8Q3Yy&zdN;5<5yU~7iirTGiy=4vg`e(Mg0ak(-*y9&EQi6(aJCW?CX&4 zzPMpi_)l1LYy9F~^i)Ws7Bt{`YN_Tgv!E~kwr>YF9~XgA@`jkMMg0r*HKx}eJN&9p zw~(-H${g!oh`NFr(o0+VZ+7euTyDvoUs!x0cDso4eXcfmbQ^!kO?mP6%RS8_4kfMv zW!^KL^`VKYAV1P#&ARrNO^3i8An(90YZttLRwFx2T<^Pe?PGP7Ppo(Ziq(gm-hp30 zC2ybm#)_}wrC!Cu+stD zk*Q$;bxh_u45u}*?QltI?+Q$gj^F3caao%^~pk)Gwg{LoiuFT;d zb4sKt5!5qW_KEvIU26if_a>XE3v>B)Wlw+f+#1$~-%*xXx3Bw84SOA^fs~qvXg}PK zZw-ENIMMXqtv9f~nmxF$HXqtov%l|JchCR894DUBOMm?2I21hn(R0=e-i23K($_Ue z8{e6y2n|srhhEnOJM_K7d3TApV$JM3E&}s*K>A%zrRslkwzHPA+k;0dv{77H1a{?~ z?bg8^4?9=uoRL2TtCW9de`sWXxIt=;mIky(X@8#+*72R{{rPk3ljnbR^@BSScb+=* zXCWfni9NsFayU!drdYFXU+|wAQ2AgF&E}_;{`{%;>9g#QpP;I)4qDaK*)@HV$XJ&V zQR#4gDaS8A!7qX>PlZ^ZSyeau8cS^-OBpE27sN1q;ZWQ$PkaHWv+N~$uCQ+hWBpdK zdyk$in4RY;P@>HZb786X=g*d(KL2x0<}!RU4HSTUiXd9~g-zkX z@0&-@nty)c{PPc0@I?-ux+Zv$Ed(kVsO+BdynnQ2?2`OFz5*%NF!F7Yhqvsyy5CGWnPU9_+N zNe!E&eBuRN#wt)(>w+#Q!oFARPqJ9^X89IdaKZyzO3d3ah4lq&yLgZKinYnFHIMk&8+WpmqAPOsotAE*QPxG+vFJBaj^U-$06hCNzYp$4Gg~@m;Ei) z@TC`l2NT2fj-HDb(47vl@t|b5-q~~CC+>X*8XB3mQ^XonDK2omc~>fb<=W=pa0asv z4AYkzZ8_^${x;}KjXtcjyRPSZ{`ai|62$sTkp=(tlB3I%QCO0Eqngk!~6IC z>zYS4M4x&B&1f%va-7=W_aNM6jZB8#(evNC=JzY;Oov&Ovy<)YdH#p5^g+3EpN^Zr z6z_(#)N*j7McWj%9&U<0H~$o>J#rY~lviM_o`+^zdh?LY%=EH4&9S_$^@ zjnsdv{ZymLQj?BU39 zv%mg(B~Nbgh1lI9&h{Lzx_hg)@fYWm4S$X2E*Cglruq3fsDWWqs@Z1O^h@fx6L0&~ z>pym`koe_j2reLbparD%^t2c4CocRx+Pz%haJSyk3*7MLZiysM9H4QPdwBS|kn z<%q!-NI3%0#i<$G@o=Vhja^ne z3i?yS^03nz5^>hQgfE5LtU0!R?GJb&k!L|pB#NIt*X6co9{F$tT1J8^xL4YHWX)v4 zj&Xj0HcSM+G%Fw)CZMpqcYnWKtHd;K!7rfk0uU`Y#n|sTS3B$Ey^yGz>TUR?IRT-| z+1{n?-v8VFifvDW)GlyG&l1fDEZcr8IxF}?u3^=lw;jPRS|OG8q8IFr7a@hhjk4ZZ zi{zDE?Hd;L8|-+|1!{%D1G9U6_rndl1g|Lwf^xvJ7(te&QmoLH?_*FK&oJnVGN|Pn zJe|STiDREG7qkI8i!IiL#Z2~|kTx{V-Rm8<#DaPr?CCMPP2BC>`tF^Vo$tisAA3p# z(SykQuEEm=KY@3}+Qvz|DA9?>jArUw!<@291QkFXAqz zRW*Kr#%HH`2Y*Rk^1?mfi(ngA@k7_?MxAjtE=lFDl)G@zJ>hcb4L#RO{as5yV-pH5 zp^eJjCZ6_glj>MJ!2_VZvpEixX-)!FA6~kv))l-Fz4u>v&v9_iR^_jT2fTOWd#Qio zlJDZ1f;%3H?p1opnh{pE9n|x%e0bRSP+}>k{w@(ud#y>}A=)L-?%UH#Dt{$BtMn_D z2^=<_uJlrw<9tll5^#Um;HBClx0+Y|&@!m-%i;&HWU?I`_;oDq;8t(iMMTbtUiiGL zjaB=w9k}Yyp1$aXJ1mjRD0=D@^u=Cc+G*`y0-x3OSix1!z8J18Z5Mv3UYNh*QR3GR zGT^X(RMa{_|GIt06zIt8DOJs1@;v`G{Y`x%lJxJ4s8fVqqS#*W(EpFWsxwN2`B!KE z>F)-YMN_>EzWi5+TDNH-XoPQF%%p|?4{nILccEQkn)eJ>d8Y`ygBP?fNIB*5t0~Ea zy}drE3fhl5c;SC@#?Di1aS43qb`*KG{bN5|ROu|A^kbujPVr(`JIzVfuF*m+Ec)T` zMF}rtOTzVVX^U95$p~qfeEP%8ijNzjB05|keQ(aTfATJ;L(RT`7JE$fHUbBX^e=(K zMVzPaAV$}x?@jvA)qeF*iyowBtIF}KUO+cI@&Y$#^@N`1h5rc=dipP%c}}ZxfX5O~ zt8)Ajc=hq(%a0pAWL7{!L;w;Z3!ovg02Cr|7usjc7Zn5rALRO3)d$eTzBw-yF}UQHHgN!;+3r%ggkB5T>0fG2n`xTaCVh|W>@1cr7176 z4ZzuzXDv@1^oB# zGi=`ZDDf$u{!S6c{Dr%VG@Jf4W$a{ej86llON3<`Vh)KwqI@aGFOFA@{E-`OM3+ETb7WH+Xra@)}mwl5jk5{}=qFWao@~39)kDnZe$~a+t574w=>67Q# zptkl~p=mnK3)dZ%uRoNi`sZ#Gv`nwtC-w*0YSs;3{PU;Ur_ZK8esVMyab8ev zd2mG)(zMjtk!|?IZHICgsBfFMOVshgS~ujbN4}E%`~T}e6Knk>lEY;)3t}duBTEoK{^^DD3oOWyHNpi*ho1w_myPqtuXTHs7^{;m}c< zh50PbkT&|`TT3N>sTtj<%LPrK#da+OjevZ(vQ*+1$1CBgbp;W%Y~qU0)~_?T9kmeJ zj&i;as>Rn>w@P&AF;=w*O!JO-;s$ERYJRQw?$2V@Jm2JJ2-Lns`LJ=Q$G4Vh{!$D2 z@-OZJXz);Vjmvs?vG@GAY@OaQ?Td$X(xGE67QfsI5F`WC5Suc1+&LP11t4AG9U56Dc;rcuE-pWDQN7@cVB6E6XP~webjo!4 z14Z_a8z#lSdk$*_yU%BV4e6a)YWYjVvg*HYEtlbrdHo7D#hQ~}fcq}T-s}G;HIxZ! zpXUwD1zmQWUGOeX@E6UXFPtK^Ee~gU2SVF>fnNkg);P=aYyW1y3LAM}1a8d+KwGoR zUIZ_BA*}HWG_WukoCiQdbBDj1ADXq|Z8V zL+~T0!Cmu%6EvWj@b^GLL@d9tAGkk}JwfTw;qO15fBpUILV2<=-_;vG)9vf-?^(67 zDExb<{kKr-ZU1)Ptoyv`dSB6Hp4hA5nJa$Db&0=Ub8>yP(6Kz3^MCiAO)Lw|xwq=Z z48ErI=9bg?m+;RzXLfYn#FDL<{M zAIrX@ZOQgFmCFJX-l-jLoAAZ)^37#81SYM^JNHXD+mE}l{ddXV+P13b^3@B1-QlsfuVz~8-xRj;;L=LI z2e*rD{#NW;BE2hS|6ToeUYGVwJyJKN(I)?Ay2RccX)k>)w=P@l8+=GQ@6CqST>Gcq z^mTCm(JuI3B+LG_$L~n@Tm06S{;gBK8|`j&S+L-N+VMW98wDq=GqXK^|Aye^*Z1s` zzj+?t7W*>R)hcS@Ik_p%{v5FQ|0BryT4~-NkA1fH`BtuMx0_#Tr5{}NrsL@A&&q4w zzh1UJSguV_D(R)klh4g+bEn&U{n`5Y?Q);+34g*SdTwMNH zwDzs|@w>Kh^VzMRX8FXLKQp`@AkaQP{c@VbdBM3?v+sp%C}DkhpX<`?`Ya6(|MLoe z|0dR4xPI=-R&L+$*=45xK4g{4o)JwS&r!Qo2~Kkkx4S>wEuq{aOOi$E^H z5Q6BN{isySQ+(DsGh2Sfy6Khd=e&(xuuJ|ZTU!2CBGdlZ`Co>0*ZMzhuIt(V(mnid zy#2ZV|L*Y@>{4s5+W<}{7x<^GGkdH3XI*yr-N!-+IXSnd-V-^pBtXFWQ<9@hoL0wS zZ`O}HA|{xZ-oE;t_2c!T$!9kzsMOvN@l()=&DeG8%U69CRzv311#XJcKg*Vuvnula zT`yg^Q{ihm>q>iVkH4#%_HbT3#}WGfX!Rz`n$DLi0#aZ4Y~ORCq;#?0jipH}vy&ZH_`|j3eO#Wl`}Mi~>(yl; z`pmBO?TMN2CDQRyI;-b?trN4o-}ZQaWuBGOCvW(r{XpNYkZF1*vAMIf_K06)P}b8v z%(gG~Wvu-Q&$qYE|GHRrt^eERx-I)(9iQ#~w#WVLfyHH47H+dYP zE?Li-28oX=i*HSw&V8viY{I+EO(h`f+~4+0{IWmW*X($c!0n$4*3W&J4T_PsQghlf z%kQTA*xT2eyZh4arhxuiwa)@~pSQ{SKGXdxC{X)vN%p_G-ak91k9DEk)V*cP)`P-y z%j*wv%)4KkJW%EMx03ILY~*PnMb5Rqc}}pA~Q=zHDB$+4rHy zp-Wen)ixXRzg<^-e*r8KVVXdCZS};SoL!RkSmm#r+U&=gEwe(Vohv!b?Hg|Xs>NLU zR_u1>nq!c{Qy?qo?TPqzZ_k&$|gGqha5V2R?O?c9j&^YE$=qmmwjQbIIB16i|_}v*^fILxB|c3 znz^rR;riIS*{>5GEl`|wP2cm=lHK>$eR<~*tUT-PnM;OSL+|&j{~S7f_QGc7_dHpp z|3dpSJv4c9-_BpMr+QCbQSkP&KiTg+U$)9<%Aww8d)8Q_B;+pDx?><+u{9g4oPX9~%mh%4j*L$9C|CsgS*RMbIe|SzZy9I}@uRQ+u z!V<0Tj|jX_%y4iQ5LP*!FE&O%Ux9&cdarP#tfY0Wb zx~THU8pXruypnb~CqArh+Y@;)=T8!w_N@E%Ocg)*b(RORayUwZ7}EV)Fn2 z37=KxUTuATHL&jf9$kUH)v_{CQJ8w|(-B z1KYLtzI6AWn-O1og}+_=*Ta`V_5}t(_V?ywI4W{C8?&-`>BImansL z|HI@>mU3xH3i4mJ8rQycx_ot6?1wGYyI&u>{vBLL-%VVWce&5T>deZ58Nn|N)ZZHH z*F1Gk!^{3@E=Z%*)yYdY`+hVCc75sAYrpt*Z2F#s6TwB`VIR?@vXvz>ZXZg_^KRdH zmGATH1#fy6ym1WpR&q?uTi)#GX*;Xr$xB!J1~;4cN+f)VUoo%b!R@K{WK&nEzdf*c z@g32=qHwEIbIYdO7fGJ~c0Q|2>MDuIUmG;#Kr|?seeaV@SmVIIp)o(as(i}Iq%F+- zeMNdQPh+f3MOvTApS8h!)&>2Gb~k1Ejjp!XUTp!_VkV{s1I=a`{76_fYlFJd2T<^^ z$;m$5S1{%GrNDPv7yo(otLpKuKfj_UpZ(ZvRa&b9X;0)`@h$k9T6XtWW~9FrD8us^ zm)4d&xtJ)&)n2I~`^?e$O#Y#D=7-L$ceA@G!*4wI*ojLs^C}m))athz)56kYdJzidQA&>cE@c)Zn5`!($H-l5q^;OOP45Sl2 zm^0bF1f?O%Q#yZNv;8|B|Db+)!(HZz8L|b{Gw#2+neb-j|L?PM`r2on(~#+4oDIqH zs{-~*CrCUnn$26Y`_k^iK6h_E_$nro#`lKdL1Ni~w}o}Z3C)EGb-vq9KC77X@`%H< zb7n^$`^e6aE#087@NVg`&PH(lkj;2?;LVA}%x4>A8Eh`}RxG%$b0a}##{bl!O_nt_ zo4+Im+g!NPw6SDsru3R?N#(Kq1)|4}ZHs+*w{e-+nLZn<3oU9iIu(Hplv-#r~Ze z4(>4cUwkg5_)qh)?F#%Z7H1)?wQY;{8-6?ecGt(%2{tc5Wry{JkT%}BHffm*P}nqn z3;y+v@5^jH=^nn%;>#zW{m4J-p4XX6GnavCrB!A>n$5mTJvLr@^Y*QEU*1^+%bI;z z`uGeeaL(EWp^LEH~LYuJMUukCQxUf ze8EZq>9$La&kpc0$h~m1xsdObv*G)RCL!q;GTR!@B__k$7PlVEy8Xtga`A6)EAgE} zu&UXQ%(Q|9mK&HG*sHGaefgnw)Xh4Rd&v!tr8hjTTy0)v>?=NNU0w*UTn6)&I40Yd zAeTO~*!*R^bVb1&?gM-bGU@zxNc|YZ9n!aeQW!;pA@zdlYxS zzNf$CJIqF1vuRr*7(wx5qacqCSPU?5bz7?{^ z%2u$iXfe;pw9)rD9&+9O@h2v6Tx$N)`Kl&2Wqv#A-tq9c1?{%9+E12DIP(5Y z4yc^@+U#Xv{h`Pn(lF$I|9MMYM!%)}+gEiDzPi2o>Xvk04pAn)-v6wAXRP}Fnp==Y z%-w}a`6Batpt}%$EwG(gWAZPb<-hr*odr6z7fQBierx32V`E3rIh4Uzk`O*Zl7{=<(o zpI$%gv8qt!oc^Ql@{0LVgE#Kd5@5eX$q(+T`%?NnY{aBdG` z;~zJ-RZNe_I`JdY`B=QklJ)=mWA^>~{d@mb@#$vYc^AGsyzF0c8?@y!d)G&GLGL|b zNyVZIci&%UvaZ9o*7eQ>Z&AiQ0fOhnwH_62Rr(t3+GG1AyVu|Bc$dNR%-}T~#q&&J zbF1nmA8p&iyf{AWxhFfQY414WQwg)a_>tGAgB)L-=L-72O5tp@;~C~9dl$^jdG}oX zh6uM)ob~1FdSAA#uFk!C=uE!138!A@%Xizg_paucyfp7ceO$lTS>IDvUl*;&{?mJ{ zq5N&Y^3VT^ZksGF_uqZIeqPw^u$5~+2k`#We|X^F9=UyX^LW?P%hlFipYY|{gcPYq zsVmQZ6giZ#(s!ex&$LS=TQiLh*;b25{1H<1w*n{7gDESef6UK%bN=-bld#8?e{S82 ze^Fcg?`ztp*D{yB+n1kqcD(a;XX*9r`l4a~ZQNwJAH9E;`)ae|-H6iM&vnszwLN}^ zO}Hj<?uq{)SF^dorvLuDdGXp=xAdof zdK*9CwtV2NuPgIjAJdoEefZn%&%6IrcFDY6`2O7Mjbc`hzP!B=x>Neq#`U+aD+!g$ zzPx9ZBq#TFdj9O3K6Sxmt}kKjrrj)2SKdlBK+?Z#V$_x1n3o>kBi(oLTVMLSO8Mtn z0BNx*omsuBQCsw-{c4Z@ ziLSrmLsKeNcf>wFKRa}Gvg-}m(%Xj1KC=d7 zqom#I6CV=Y+u}=8YF?knuzGZN)!B{8XV%^l@mD^x78Gw;506=zZ&-Dx&tQAi(sJ3v zysN!2FHii4bpO-TwzRKj|4Wa*Y2n$wbuu@sHr={fr}l=3)gf?A)V$n3D&fQb3*h+9 z*9r>W9u+Phc4Y5@5W)R_gIs0ShdnvF?pj%%+KsETZiP;>%jptbST+^Z@@blRI4|J` zPma~6w_fk9oW8D-{WDa=_JkV+vH20x zg+ze-m9^LM(q3l2KOC|B`SOQ9r{8n3zth!PD>chx$+EhG_g=i&@O8>6yX#*KzCEuz zvi<#s3M>D_^{umy|EY4UH4fgnezH;F3-;>Qd>PkgWra_(%domFvfFv28!+C0lK`IfH1fjv&( zyzl_(;FoQ7_R6vd_E&y4!6EUsU}w(u*DSA>LvjoIE5FyDOoAbs zMqWFw|9Y?@=zq@Elh1Cjzw*p}!L!bp#AfW;75FfgQ|!fqHuYcIwrTHO%^bRD{g#M!CCFS%d*JHk zi}U~S%{=)mg1s!;8s2DczkK=bI_dhy&mm1jyMVtxy}D~Pj6nN0Hr8fnt>o_woO`du z$BfI z<-foCsQ1+7*}|2_W0qdD7ySI8BG~+}<$`CWVKT?IPgRPwzxO0H`N`7yK2YmS^TN!9 z(B`t)*@CCPpO(pTXn-06@41|wrarDo%xk~CxAbg<+{7!tSetC)LVw!aczj`-=GMpF z9!{=*ZcX|6v#D5pXa4Pj=TBSP#Dyov_a@I?Ww=*vMqT*C?JF1dZmi|CIMrt51xN%*Z=3#U`Uc5IidUj;O`Ik?<~fRvuR3zaVS?YSece?{s_#k=XeFYB&O z*q*ttH*og9f1M|v-4G~axAje*o#edYmPuyYQL}w_);)~$fb=`0oUSgDt=y?tXL=^c z`BOUY$^BU!&m5&6JN{iEeYXQ|L>~Jetfg#9AEAV&Qx%oym-dmdc!Guw|}1Qpej~=1y?SM zXcS~OP4rTnuGc{VHsjh(vf?~_buNsqb+>cthG5xzS2r0?FG-S76e ztoXg{Rq)-%xfkc1UnxCH@oVzzbN`<$XMHno{q2Re|G(SRE}tT`U*X2Xk5gW~DxIE_ zw>swjT7^o!FKZQ!^{N#t?%Wj!DV?~T?ym4W|6b<9-mCAVrP!uC1v#dQT7!m>J*Z=w;d-R>v!BhSvprPH;_NdD$XTIt{ zcCFW5cvhwM*hARjl1t3fdb6Ya(pJ|egCoGq^j=z0!y9|&`QYyN)kdvL2yLYmo9CU3 zIL~s;IPmq!OYFYsvmY5QzjnEA7vDL?vbzEQYkxyJZH~*Y8C#yOnD=nD8n5&HdDrtl zRD>NkZuNZQ`k>p}OMAJ^E%!*>HsgJs9vmI|H{hrBF8=fL?|UCxC;wY<>9?=BPuD5t zZ$G5I*zE868I#X$R1C>gvpNcK-ZH8B8q)(ENt407*rtGune1_T;Nf+C?o0nyDdd|U zQeSNKw`bDHXAuIctb{}7Lb~~(KMr>?vQ=1U$byPF)`iP1^X-Y5@NjbzkGxpQk5I>Z z@0$FN)&6?9dGgthyPEE?o`)5xb3S}?+5P(3{qR4qj9v@M=tgzdCVV{H*0Vp;WA$0d z++Jtj2LaKq0wRAcc$pKd!S5YDJI$asKJWU?`oel}X&gLnn%9-E8OE@T6OdhNaO%qJ zW>5{Y$|rh}ZTc)wxgup_e3QTb-X1s@rS&x zyxCE!0LN38t}eTHX!Ez+-W^>1j8ZR{MVIJ`E?K|jMmwaExz7H!?Ax^;7sP5Zy!Sk* zH#=$Kbswqu3AesWDd z`|*#1ta>$UNNM^XS=IQw>nHVZe}DuD|CPdRO^;zIt77(>n^F^BrtA8c9dGu_k4j%Z zH*?no-SzLb<_gECNL;o2;oe~fZg5+_3Q4`S@PFp4Jej&>&qEIz{BT{p&-UK4b?5%R zp5DDJS9<@xAAHg8cVBOM9(wmn?YlooeC#>3HMzUxX6f~QypCOeZ2Vgyf=}1KC9d;{de;+J73zGW6xyVto8>id$$klnQNEthnn7$(KlK7H3c$T zvNbdBV_ewo*L>Gkr-SDq6ho@FfyXtoIo61tl77UlZ1%*rdYfDIFH1deZmHf>vMf3- zW7jPc^Bt2W-7S4>e`Y?o3@~lUI$!o@jpE~U-o~j;mCk<>wzQSZ`u3*h+n4T2f3x=U z@{l6()Zt54d!_PZ{}$~&_b>h{I8XOpPk4EM{+2I$mqNCre|5Y(Z|=o;vKi<5ejNOt z0Z#XCn6J)LJIkyWm0!;5FINRl_r*qrn%^8h%!6(>;h**WO^?Et{^*%GeYFejfnsbU z|CQ=nf$ZFcH)9VwXUzk$xgg6;qRTXNKnW3n|Q$K)!WKeyuuA5Vt64_TAAZww_|1XDvLj#rx?cvB`$^6#4x41QwXdt&8Jqrp?_-F+ zoL3xvGiQp-?z|VTHfEno?5p!UlYgN7dTwfH^xXALzqQK!ug89^(#nqBo_oFjAOF)2 zKVGXJEnZw({O|nFhgId}k#)Nd+e$xtp3gczhfiL5W|kLp`e*jDmU!bg>#S=Ih=Ri2 z{BOd`c=J!!^KY*|uE%e`fBRwG7x(4X|9)t5w&(dlYkw=#e|@h$Olf=gr0DM4|D5Fv za&q~rw!J(b9A(P0URCk^yMpui*F|quc?TBC3d;j?Ve&uF5XTCw~Z0-Nu@3tR5?>}SN@1HJGyRTo)dB7HW{CcUKw&^uz zTeHwl*^V+Be(GKQ`+BFz)${!CUT#y$|Gpz#nf34IZECY0TejHk)d-$?G7daA|K*F) z?$=V{jtQWA{Z7VddBLrT^Pf+sTk~pL{<+uP`_69gYCC-Sby(Bq9OF6nm!E&lUGZW2 z;rMXHTHBtT(!uYf{xA5z{KICCUh%JGzJD$D*;`x=eezcCdydV*`$toXZMp+?&+J?{ z=Vi9|uUl95Zj&pVwO(12-z?XE&rJ z+x%63no|6R!xWs+mJ4Rt_|9^Vali4->akA&xCO7})Vo}^a;MVUbkR)vH68IuA!|2H7CW8M#$w-dC|1vO$OzT4bYA|G~Sy`fgv zliainvpADx@v|jq8s74tcCzTgxGR0ToK%y_dAUREz{9euIle9`d-AmF$$70wAS+Wq zR$jS~6SA_Nee&6jN+DCztW2kX+c3+d-g}rFc=3NJqzz-*GAqdXLy_~JD;J!cfALFS z`oB&wKh9Ko{j7tl)2z%*g4cs4X<%bQZ1N`WU6`}qKE+$WRPf_bqJQqfZOVu1ks+B!iONI>j$( z71p1MoL`-n3aY;`;a50sW%260g{y6MT%EV;>O4PTcuV$N#qZU3OTT@BR0grmE27`- z)zLLs@^g*i*>>K{x~mh+x89Q8`pW-0s0wmRaB_ZeBybz3q?IoHaD#jIYsP#Na57(~ zcxBDExT#`NlkBoRer-^E8O~cNyn3(T>VM@uC!hV$bk1Lx4j=0d`k?tZZ(+M719R>#!nbhV%FnCzeq8lW(0KCMk1|eswIGd@>+9ZaHLYR)y~*YB zFX>P7OF*Nhp-|1PyUuG}s*RZVE?g9(*>H+&#npLL&|#Q3@Gwks+*O9f^X0!nMw%2t zR)gk7i{~DjGiz7YuDqOu^5<5Ct$$t_mK^B&|9y=0y(wAwQ&!oB`Tz_*R9yU7R)ZF_Wfo3KkD}8rE&l3tM_Dm3gCZfnqDaLQBYy`^Y~!rIAQMdQC|-~*uO!x zq5S94Yv(4PsI;rDuiKV=Vs_Bm-k`73i$UQZvhrKV%1w|-qrb;52$+Y8`YT*n@vUU) z#d%U!?^&Mtx3#KkKi98sH?pUmd^0`rc4G3`8ONWzeeiJOH=93?ElkRf|M#8#&29QG z{}m^nRs310_qOvBv>aKc8TI|Vz;jKp`72VlGx9E2-SI7C#<#f4dnO4}qztlnCG0Z~ zd|2kpzS#Ni-G7tME@Xs^6whId*tJXdIb(f@p^Gt}=nFk(2WGY^|340`FCI)yy~EIc z*W^I{n`MlA+NKYD%lX{Of9+p-^4SN|-KP7BDL(My(}Z|g3X@n zS~l$KRq~|*ym?n_WxFD8`oK4x&n=zL)TH6nnZ{Q>(CTCR(|w24S4k>`uC4#|=Ca@g zhN}C&9a^6~nEKe4S!yL?@3n?!i`n+PJaw>RKV!*Lhtj7G=}pjDc$cnv#lJ7pRcFm9 z$hCJ)V16Oo&!(lrzFs6>YQhpWm9>m77qexU@8v%h@=Nu%`s`%O6)RJ~>!P%M_vhT| ziQvxCWY5y{>GITN@n*HQA+o0u?x;>_w0qdG6x4v1 zY_YxzYL0}nz4iNkFv9wO%f6G(e%MZuI0%~+E{)C;T9x5!lG~e|D8VG{_`XzrMXpRs z^<8LtM0rd4R{mqUd=JFfUx~3NF@Pq6eZ_Y@y}HczKKp&Gd!66D9u<-@yxmQ5NO&NR96+!S8ET3F`W;yTbbbD|~zT0boQ(=Lz!Rj)Z z^ZC~6=P#-Haqjcmk7}XM|A%}1{rUC#)>Y~u2hXlp^Xk>sN6#Ym=DB|Re3QTbd9lvh zY{QT5p1XJL&X;;TyHKXL@XP%ZYO@blHiAYFQklI$i*I~I|2<1+cyOo@)I*$Iw*fTG zwNZZY^}apweEMGxKg_bfXJ_vASo!bS*^|#cWJwBo!~S(*4rqdzqf|hp|qVItwt?PaSTs(Q{>N4ItuHRA{53YCq z0V!;(t`zkhs)99^`DWdc>Am%3`&A#a<5m}T-*#VR1{sGG&dC40?GL{dc!>G^D~IO^ zeNA_v9k9|1Z=PkmSvLQ@=}no}4(Ty{SMnewLD~oY{6CuxG^}pi3>sVsXScdvB*Kyo zNnxv-)hyhVE&j6KPAOi)JU7-d=-^54Xm;VWo6}j{u84yt$*wk@TPMSMG!ioS^J;=) z^V{B(`R$=@TfJ;6T!!xtvnpyd0y(*!F#VB*e*X? zE1UD`wZmobJbc#W1l@w|udmIw2X{D*)h+<_ZZ5FH27uRoeHdHA8zI=o7-5x{hK9f^&7U^RhVWL|JkDeT0FzPOf7TQtu46^ z%lWrwS5&-$*=7#5t!y%AYsy#0qRI9*qUHC@-eNgVe#Y!2FLQ$5Fc(iYi*U z*AYnW#@c!C2TwA^X+lljm8q;_8K{Sm;iOnv>Abpk&A|CSten(}oC z=v2kl316P@e+%PSub$g?eR7(dib&Jl+rHq{rnkB3&TMjs{Ta$TkFUYbz}EBfe*4Ug z{HeB@pc8B5RcwDY@BMo4wI^sm@}=kOB>5Thmb}cmoX{A{-BXwOQXT5dDzG!xfStM4 zdF{)Sx6XurIsa&84qs^kxWTlLPbW54s&?;&-RCy^69FwaG_M7Bfv>c~lH~X1Jeei` zGt)O&%9WUHzqG7?F9AAZTh+j+KP}@HOFHAW-*3I%_gPJyQ1+sJ*2b5`_S^1S^p(C{ z`+xiK;8(M!+_npky;}OueDU4KrKVqE?d-)aU$}Zw-=er;PpxkF)hmx*rAK`MKlL!FRj->$cf}JXOv<*UQuTll{uHrw~eIbJtg?|$*=_G;r8XOreg z>E_7hgKJhEOaTYqMw=@Mv$m{n{bE+AOvt4HAN{o7GISl}-P~ zgE~XZQ)j(_uZjBP@AA87w_n}P>0oXDHfF5wfeKw+uNUaR<3oMR($u%-3ZgI@0;$| z+}@|w7OFWnzAAq8x*u^C|Ne+Yhlk$&U!%VEUfs(w(TmR#&5kwxN{{g|JN_+z9o(dq zd*$$U+IjuC5%P~6*f+@edmr#zyfU+X1xs$r%o)%|kKozciRRxfm6vR?lq>sYQ}PSE z_VH!bWxXGjcivfT{or{JRD0faT>k4)-=Fh8x6eQRr|90}pW#pIXa4;5{$ z+s{h-;O+lj?tM|#x%_2cZ+uUlU%Q>Z|No3N#h-KU_Wu1D`t4aFm-FXmR??5H{vNq{ z^4W*xO6OR0c;D$m^Uk}aug`A-cktg!ImLoHvWhP^w=Fp@CA7nDsp72HIX$nx^b5_* z>3eEeUgBK2;&lpWIBl2i_nX}R^u3p?`)L2$MwaobVt3-d^UEUS50*hKVEP2xe`cqdn(Aen&`no#2J#$_oTjJkR{UDI%?S<_5IV?mdy; zepkb1|C28%#WrtBqSBm~r$TD&mVT@9{L}X855Nl??iwy?C_@;rR!zSY0dPLzM! z{qp{=#3{@EbJlONtP9w%`^3v^$jI|86N~r97$kYk!9&k~7r0&K+jFP?-{!h6^S>_s zA8OyWy-woj&4x!gFSeX*)AB>CT+NP{_2;zE`sXVgomV{00i!L>|AViu_ujYfb=>u? zf9A{b{pWA3SQ~WpYv}du8@^n6_wm)9ZEIIOd*gX`JFm{t`UeTCzU|4g-5y)2d4Elw zsmbGL$DYq$USISxV`sk?@cgDgywzpMtlPm?lJR-h*Usns2pM{o52*yL&;>7bKV0|Y zpvGU1TXW8*9LZ#UWD;0-3Oq&OR2s4C))&**bK%F|Re2N?9s;E@-%=sb<(@M>!?NCo zx(mJUeI8f~f1TSIaT3;2-kLc*VW!ab*H7xD>%gO#`|cLB4|=mMdJgwFkQ-xNS4eMF)(>CubA!^^ zbkWSZaKX37zNYM1`Tv#0O_|%ydo|&Sy5L||`Q4u<*&vDfmh;|Bp}ZJqtGqVjKHsj7 zbK|u9&5rwvT5UHLOt*wANflX>mc-8XnPGm(6VSS%k}T`UU%r>;E;}CkitpWRnR6*u zmhKmspVL==@r|av31}FrcDe8!L6{BqVZl z>Lg|y|8e+0+m~kslPA{xd;TBPfqZG=1L@=3+LE83YRrAbAoj&e28(|oNorb#Z%@4M zubm@h`PeO7F^izJ{&< z&zUQh_%xTb1<1+pN$<9HuKD!fgW_J#6DcZ7_Sa`^vXraWQjD~Mgy*uO@rFDCu?hj~ zGgmbGTyb0$X#M9@@ZrSd^7j9em$&i1z0GsxT8E4N9ktnqAEv*AmG4J|A5Uj}b?g6+ zPbCfZ|8zw=bwxXKRb@8i_a9XJUC;UHUwbuU@t4*mdQob86wfm%rRx|8diA@gt>{ zHrJllN!(iade@&{4N=6XVcy|g^TgMS+}<8Jb?wGx-5Up|MQr(>@oR&oS@SK&Y3s~#-Sz~P z+uD*~3l^=qAPh85M_0GihT~K+>eUrp&lZF4?XXW%ApLVVwXQf&SxD9&tg?d2E z&h1klUQYq90_@Y>+M@G!*-O96kM&BAfAeMB=Ek^f0YkJ^@5ZHE6X3foRu{Zw+x_~O z{sKs8^2{%1+P|eQ&3(&f$(66P-jQFo-n8y~bl=Hm6$LBr!&hM1>X&@@boX9ZulG;z zkmmR4-mLQ8`!jc4{<6dS?!nsN;|Oe>;hz5X*Vop6ge(wxroVmhsh*|xP3~q^-C6qX z!M>a8&)v{pAFDR|@xi5^pIc?^j{vWXF<$U^L;mUdz^Y47-@O$_^4;g~xwTu2eyr|0 zm-l+b{v_DMmfsKW>32)JwR<4p*zV0L2G?}3c60FDjlr@vR`%Um*>_75Qhe+RRIPc| z$9QXBQ?mEl5O;Bnl$Y_d>MoZoe_1$vSMu+)U}{d@P)vM#ufZtT0c^4yJ;d~ZVB--fuq74ZhwhId!&dJuH;g?9a$`CoE# z!>hiRdp{L{yKQ6bjfUDcf9u0DSwc(m=xgTGpA4f0bUozcH{gUpX2 zrQSOs>362o3;j(gw%Jy4O9C=jS+X^AdQ-k*+Vzw6HP6A*D0k)crUt{4FZ*|2zfw29 zpR>cjVP3RqaZwj^lslhuLq2!-)g;hzq<8$&cWF+82F0!9+4t{+nB}cvHlMn3_Ngnr z8zCh{@2bPe*$wCZTm4;IH-@o#5+QWqEeX}NatSw+sunWz5Sr>DuUST_1|JG2*uHjh z+>iPDU%lD4G^J~$cxe7AJ7dvf+mwR?CurJuluq3x7hRQLkiGljHjpm1)%I*B?Q_3| z8NIpn?@wsDxt?mU&)yYP!Cz;tG}s|Kv#ZI+)pePYYOqgjVCm#laxq@ZTBN%5R!ph4 zdZiix(NnJHimYc=*QP@r3s-tv6bX(Gy1LoOHQ2{?$*Vc{GJ_<%u9)k&22WfBmegN$ zFQhh2t0%X8*&>JFh~`aRvHiNP!E4^S-F_EhyF_Y|-u?;ow;ta!RNuSJzW(aXUhkVC z!B9;+dB>M6N(h#CxcbW12SH|{nzNH$`CWBhWg2>Ivyp3_`rZ%dI(l-!IwB-@fUH?N zyK74xB;5M;iE}hp`C7ef{r_|Ixp&cB%VtyseqHv;I5;uK+C-G~a3`0qYu7R*Mi2d4 zWs7smSIGtO=6#S-`M1R?=)scf-=43x+Fb~;-}UP3Rp))CHqW*)o60i#P}SSeS6KzZ zsR$1>`AvN~zsz&*lTF#bKZnn~v(xAAl2;I2tq0#e2$>|}esHCW!o~cRt0HHvlzv;e z{FUNWiLcicelA}emvL_0+w<|IMbFi|mct!bU~M&(Wv*A3pQ_h#p+pb;Re2$IS5_Se z{postXHv4!-mV#c*FXZ|B|PYQa^06tS`b{pz9#5;viD07cuH9Bo&98f*{+b8vA03V z=h)H`c=BP}zBt(Pf@Y1$+Mw&r-mjNM-0t0WcV(4_X~bSDkAIon@>Tv-x%K~6ZML3% zNpo3T$ljH|&V)$Z>GM-{TwdV)CiK;>iC~)oOP9Y=41N8T@7tjXU(`0fIrJZ#fpp+HC1CS zBr%-Jwo=v4Ir#aXU)58H;~pV7j?Z7UaruXW1EH^~!j@HZ!NS`jVzcJ|k_+-JH^3IX zi#dfH+;&r0<{w(TE^Os%>*>?{RHLkpUYWb9J>>R3*!y-bYw~uadca z=iy474=>qUoENz$rmT*&eoilgh)ppLc}V#%Il++u4A7r=AYWN ze8#TeuM<{nmP+JsJ}ABvS~whAS^x44+?f+4 zdUclu&%CtK2Q>|CS`Zw05iA%VbQP44g85hOa@9ZHI)CXV&9aA}0RKJh5F)^D^ZBJR zE-&D`s#W?`YKrEZq*rd$_dsdLZLa2N``oq1f)6ELeGz0c70EXj-+l<`(>W3j3U0Z1 zC$IRfsw&Z(CzK_1cjqI2@%G#Hb1p4(pZ-a6SzXZAMX!9XrY}46qO3-X+it4p{8Ll> z4Zpfx1#6ivlx6fQdflJPUstZNljdlbi{)Bj#2NxG=yu62IK>o@%DTd6?fj%y-m8AC z^kx(d=3i;G{`$9*+{GJTJkMLU*qc){*nTCfY$&mIn)*^}N9e0xJH0tYvv)%R%sS!p zA%VvauBlpQfs<)$*9ur>efnS;U!Z8?icL--tx8(U_AOb(HXU4WTlL?!wtH~s*1WA2 zyACaM+aBO{^osu~SSGsL7btpgMORWts}Wd}`*b6%WpY8K&9XTyic4Lu9_MV9i#fG| zD;43J9kPqHngT_Sf(2_mL;3YmLqJ9Fo@J*$9m=_ozx&Wa_vt}eD1kO*6^B=A_S3MH zuP-j0(zSAS$k!J^UaD7~tgX5|wf>f9%3j0rS9K|b{s`LP75nx`w8qM$S8AcQyQYM2nzkO? ztF2dUD6vibZz3qURZpL!1uuN=_JxQ#t`gu{6Lj6!ST(dYEXWXC_^i%aXa68w*W z=y>$>Rr)I*t@XYN3ck5!D$4h_26eA+=2Qt`80FKgCb)hEUh8gv~j zYQFN-!PEs_t2~X2b+ql}N5wgyf}luie70$Uc0jv---{BWD~$L(Ok}2Gy;G zD_bQ0Z3$FYnFq>rjan;TT})lj1u3f*zutZEYf_0|h-d8m-8>RHp#lMFw--a z7O+n*)B-tp4%D7z>D>o=lL{sVd&c^o=?T8LO*#}5Zd+)ldtz5CoGqhjtaY)eB1&^5jZHfNyp)J_z3zGfdn!lvjeAlNF z)}T=PuD5!{B3N0qs(+gNrG&GKuC+Eg_v$f+h9GM2i@JATh#BtUShZx``&hPBOID?) zv8`HB<#E+A^rQ~2<|=2MCFrpe%D3*N!_>$l53~YOBV4D3Ofc&$LzhN;Ov`ftxbDVa91cmnUCY(Dio%sHL#h8=g|NK#9AD zA(SIK98@YSI3;icS}iOOzvb=xt@+^6Ii~{rQZ<$%)jk$e1?O<_E5|NfCzR%FDH;q* zJ1e}xe_Xa)CHr)VbHCox5TusR#kUqy1s#rSKn&_$1ulC0RIkh^cz=`s$K~!&_g|i% z0(%t?Yba8Iy~2noM3QwCk7MBerK{w3uUXIqX_5RmxL5nTuYU8)nN8sEK`yZaQdw3U zYMucuwb){6B5P;} zxGa4NE=xlU@36HgzVr;huEV7vqy64{%s~I{T#**^pLL) zg8YtNabA^oQPup@p&Gd!y{945ico8YIj6Y%Qbm_>Gd0&OX3poJA^+3YKtx=SwR)JmPT%OMT2u(ymK8O76h*Jao&ok^tOanK78EtZ%|-rF7Adgjo>D<6UaQb8p!wAuXdt;1B&1*fzEQZrqr zE)@;+xtnp`I+Xv#&D7QJ<2IUYP`RV=XbPY0o+%-QU*R#-wp}?iY=YJufwZZ+&z zZTHmQDk^SiyZPmZOV=P*c6(%3Z)ysCD6`!w_WqtJp&Oxv6|djh>5SrHn{F-hvikBO zC?ZvJ4J-pqUHsZA;wj6TL&_Q9D_76HesPi3GH{dLXsKPdFO9=J)LTkUbRYWe>6T|CL`V0p=l zhf7bOhTEnhrpSlW{8nH2de?g*v=CvgT30!FUp4C{E!XR-t-IF9xQ6v9X~XOLdwh|W zjcevOfd%(1S=By$h4tH?6ISVZ?*Dq~-r9ag!F2bTQx~5>wrHR1=Ax!Z#htNB*QKYQ zS~FvpXXyQXQzB2!OTKm_(qhi}9}_>bv`fWtt(9p-_Ry9hrYK8Ruprb!Tx(O#U*wb9 z_o)2p|5Y2>7GF3On1LKa_xPeL8P|STeM+m;b`Oj0UU=g1lW*3OE!(oUY4Md)fmu&A zw!%}w;n&t#Pg%DfYK{$Cx%%PPDN!3CRYSwP+)MG*t;)AsPCxK_8F2Wu<~F24fhWIx z?VbZ+J9v+3l}?SW>{<&>+n{jh?@l{+XyUXr+$y$5!{#Mv`)`D`NVLG3j#zVn)Y~+A z!@9W_HcRGMs>^(R=cWLT*RHiQ5S^35w-dGXH;BGlwZkh`m;H-KbY)Z;q%ZV&(d+o9 zsrqj9d|#$SReG(pSsDgU47+5verk%UbX{ws>HbSMwDxmQ*3nzj2m*%1IL01oZbFZCINTJu0cYMvB zgs>g;;MUxf$jYd6h@Tc;^$3cK2%0bB_wvGG?}<~FpMcxrw%s`_Zh`Fj2~*Wyyx1P{ z^~ELC#x-yKZp#I2)qCClb5r?ju|Jv1x4ihc6g}yEYKlx`+T|5{fA5wHr!G5bgA4pw zI(p9k8o0d!-!9Y#H8wYW5{ZOm*;5yJWjAp#MOL=1VR8+F49G~uE|a@ZY+$u<(*DzK zYtGs)b>_`qfS#MUm?9r09$9_m>xZBeQH@PWkkBixG}yzGRav^|8fWc_hf7ar1*9Ck z0_}SqzOA@gVS;F$`X;Yfe*LvuK#lI&??EZ5)!+Q`uj|O%v@Uhqg)QTPtm;!-EEa$zid@-8Yz1 z!y1iNJIq8%=3qUJhG4j9xR=H0%(!N<7 z!{#4XcrQ_E&Qt-7OFPIRz;Dpu%BW-9`|H9@_b%9!s_ODs(>w>Mm zd_b{i>S1Z?G*Q;u2frjw-6a*bY#*p)%c~#E|H4vbua11(^n-h!_`eJ|EUk$iaElVc zb})Vd6-6yNh@xoS3sJ5^iMhu_J-}J;j20+V;mN^pwZ@FlkTY6BWnZFK{d%|bOxIUP zcwfKY-JKk4V!3$98Dj}&S-I^wdS|4 zzVdbRbfeWCuh)QkVOdcHo}bubW^5JHUB0ElbPpD*Hg|P_?f?&QHEbtLu-ErWq}${ny-}opR~?gbg3&i>dS|q z98t|}u#&v>;oA+NA~&?OAcEiq?uVcp)#|?H$-+w(+s$7aC$C{s)u6cpsU+elU|+Y0 zA^b<*Mz2_YgSA_eUb$V3T~*akeO15tYvZAZF{gG2zT%v_;^WdMT0upyY^!zLy!43{ z=b>hA)3BAR-^^U8zjD>bR8Twr!sbYm8B_X>wzsT4}g7MvlP@x}O-oL_EzGhse8t!v<$tw04kF;+V zb5!-NFWGWbtExs;HvZIlp{L>SYGa@5ey^tZhjy&1uYCOxR5z8Q`PK^1pjMXD6l?G1 zc%MN11BVv1Pyd7*QyI)O@A} z*t@6J!y@VFk7s@HsR!3jdK5nM(`p~>^)nzN4Hq`cU&-@0o^(24W!BKQtl{Ihub!p<<%fG$TPOUe38b0$AqWN_ntY;I*8f{2X)UW?E zd{g>-(|Z&4pFY;|eD9n~i;ho!gd9ab%6@2Z*R-~WtPi^W*!yGXva8{cnse=YyQ=)M zmnRHg_7)i(4WIdFwa-U*G2WBkzJAkz@W_W?!T6x7kG(&F#_En8ENr^8;fd?}cXKrN zof3&hY49Hok9?qQv%F^NuDU;$K7rCVc)Gw*ciOK8?&v)i*%zmHtv6a4KJya7OZWQX zQXMNdEefAGEgqEDZTFNEmtFfdVU=%S{k`dXcV~1Rn+$atqLbNRT{D$+-yx-Gp|5`Z zTlxb!tjuWJzC^s0tKHQ5lC)6@(Sf)A+k`(1?U7B#PrVDS`oa+0fD%i538{=53<4vU zuFFr@Rb&v{0BuS=X5*Yza3tsB)d%1_n~=)20g)W0@g;~dZrH>W(aN;OiBSv|wcoOQ z@38;T6JEo1q4m>hr=Q3poi)~Vp)C6k759d(T+O-b!Y@$hLCTb`R?T_=^;;h-dKMh@ z_o0c?w>)^%19l%u@ZARoL>E&;>$Q03IB|{Ufl0Q<51!n2X`=6y z*^J^|8@N;>T7`7reT@5k38Ic0KJ*+7eN|PXc@WenvfVc&;pDtzrwzXt`GQ~lc*QwO zXpIx67}7v-gLP9V%fUnJH$l0n#TZfHo_itdx>UJW%K~f*SQl(mG2eYdmraMiAXqRy zD3oIsc%=B)3ht5v4}|9_7J7Bd#hqG@R0tiu{c*L@kI=wBt1d9&3_H+xf>QRi@xF{|*QHEaSVPvQ zPheL*cR;L6u6I?9yEmU$`dVR|X2$da?k5KujQ1RUI{WnbkYkM7|29NhKH%7SVIljR zM7;@xa?jV6-}}X|lW%F&)I;_UVxvA7>=X8B7EIsKeR_V(z8y8iKWCn@c(hKwP~BZ- zqqxIKANNY| z$o!DyvcB;6tcS$=n&+Py=T@&56K-DmM*dOcG9b7-lY*$jxb!PqAYfoi9 zF1R0Ep6;!~SO0Bsjh)W2FRt4qgf{YbYB)0mN?EWeIzADH8J2y@%;Smc)d;?b$@NXC z0zwnpS)8+eaC>+hdEe^tC(Yx?{8pD&&PpdIIQ(eilNDOi!1Kh>W5PA-{Mv?`$@h{3 zb@X25CuCeyJg6XZqIrVHeV)!Qdm+^32`6ejQY3{=yuPr|xk=DkFF)pG2-WRd-p+n!h{p|xjX-yop8dQyYo`J%S6S-9)4LXm58ZQ`FlTJ zv!2fX=FSSC@BAAgo{OwtKdqo5@tV0(K!hHSxlVi+OWe(zuFQ~=mO6R0Ap57NjMd$Q zPu#!50}n^N2PL@W*Hr5kEL~B)N?6A#>x|RlV+C0n^#}E{bG$T;`F7pE6V`k4#!3Dr=P% zVJiy>c!x61@}ge{y0<5a809$stN&z@Vo^TD{=xLE3sWxpEs8BVSJ51ID*m~$@Z^sN zE8pwRODulu2g+y5;>dcXr&X$IGT1 zz4}nr$M{nG=SdOsO-rMqvg(?&L*(z)&n@4}X)0cl`}lq)Urtp+mWsns_GevuvPLos zj4GKc1&m}CoI3ZKck#o{4L4>hHYG|%{GlV)K*b^n9uD;tB1KSu0RleuH|FX-P= zTf>}HFLR8}Mb%8ZyQ*>fzOw9WugA5sb4xBP*xwdj%UrBD{a5=LlZ+~kY?YRy+xLjd zG>gobs{ZMkbpGDY*Vs>(y%v(#u*G)TMi)U{s|<@4Q<+1j;y;|8ImyY_eA3FywN|HJ z1=R&VKNg`rBSd}9o180#%pqpirY{r9S{EPR9CNm{ODTr2R=u0Lqrr1sAs|KeWSVYd5AD;@FQUy$8o=EW(@lFVT zKBrLc>JqbGv+iZou=Cbzo&M|BoNoWPxdk=+e=MKQ($}?f%fImd1-F)=&ce9BjjB@D zbJLpwFK>=hj?`bYOjOn?%i^`^8k@`IbT=uf3uCW^Ro1VZkrNp_)A>d`6RTO=$qo= z!L@HJ=Q~ABYp8x;v&xY}Q~#)*;>=&Sa+mcS`=)ZkOQEM_cHHoX@x3$KpZ88|Z{9nzN!3`VR0-s$avZDwDk^K0 zV!@I2>6rEX%Gb;(*oJPlOx8P8#f_G{9eblvmZPyMtd^VQF8|MYpu&%l3` zmwFs8Z%)vTG|1br1C;#J4^ErD(WvtIC&r>P%}H#Pr6*S_pFCjHA=%fY>wZuyFxS`W zwROF(`KuGFWF7RbE;#0WR=n$^<`&(0lk3d&zo*Q-b3VP(-tROt9rhcf5KeTEOF;8Q+lLr=VV-TJRG^@Au7Z>--ut zY3+Ky%Q82<>D=%V>rwAs`(T4rngw^-C$>)s^B(F%l*RoIEd9D=!h za5{3sSNk5x|A%LM1X1^sAP$Vt+qKB~IFI|mX^Ruo-pANE^hM^fwSs-q~ewNd2TqU1JkG_nfB%;H4tPtiNGeC9mn=#!0xm*Wl^R$P6?y4UAk#dC1=@jAKk z;G-Vdz1hWlIhO3(<}ja*|FGJYWly%NpWRXuuf~NNw#z}&)&1!rr!M- zWSr3cKC=Il{=#3cucl1io4q^DuX)+=17S%CHFws(xZrr$aKlrH87D#c=JoDJ3G)QQ zr+-R#JO8P~jUt{LOSWw@&l)$EzdiFzGS-Rt-}lcx|MEZk^f#_Oa)4uYcmdBd$-c&! zdp@2k*OR|dxi_5cbI*YTUk%rvR@6CuU|Mp*X~PYyJU+o!ynim&e6@eZ#JYJ&_P?sq zG|i6myf)l$SlK`1j749g?C}F|KkjC{EG(9NCDBDaqU4OlxklON2l#g6ty2t$|Ka>a zaiuM<-c$3^M=OHe{SID#u66I?_D}UoPhGq&vEf|$oxR@!|5-gSyCLvuzc=UUKU+_J zmAT=`*AwcgZNX-Ec)L;pDC6v`NqD}GM@);mdu=}ZFX5$+Wo{Jmy|G{~JJ6WTG_iK? zl`C?AKNjqnvi}~(!E5XxeCKAEoM=4wKB#BszR6e3b%ljCt#JQ&d)s~QTH_OCo?rP( zcjqTv_yV%%jR||%9A@L6teeiI&)8G^lfiN&ucrNnSCeGdqv1!AVdXGCE|5#2dq*<_) z$uL_VShso3=lC-YoQ7v-=HInHJ5&DY{AXt*jBVMBTeIviiF7)6IXq zcon=M;eY?9>mp{?tWQR~pWI!z>&JnwDmOfZdaN(5eIQ{o_lDVu7-;gZDTok`$nt7% z)mD#SGdv8o=IH!$CLK-p&zgK(ZtVLf-`Mwj)7+GU7KhhAkZ|EmKL~c=p0A9XWQ%MQ z3y-c4zH?#G;`eXX@YbjgDTj87|k)Oi8B}lbx zQoUB8$+&;L?Wy?B6IDgRFF%l)Vt4-ax|sf^xh@AImTUxtw6)=ESj8sy=EYsj?hT)s zm;UPmTk#lN%zgFUal~xdx9oJLt-C%4=~g_e(Y8N7NB*sTckkQ7fwi+&Gn&uOtde@8 z!do_r&DyVd=AT3VO0N`1oq59ijv(UZ2eNBJXT!)XsTd&91YAin}EIH=J4Jd-VCQYq8IcR_$AU zFz!;qp9$NWoR9ZBH<@u#8q$jA7k|jroy*|O+WXw(MzPczOWtn|<@asp+Jv!wUM_s& zzTI4#Fv0rIFP~IPy;0>oCR`a_z?0N=IpJE><4@V}^|6dw z*S+%Du2$WspL;AP`gMG>h2CE)CZ3sc?A4vkg&QA&n|kckOeN;`z_s1&%;fTH?Q7`MKPs(vdOBFd85jAZ126W0-j3=ea(@t zd$->MH6Egue{}Rxj>wmL>-yLd?8d(4r}{sxcGZeq?lLRRD7|Bqb%jsRlpQ?wtPcNki= z9&Vp(ljE(*svg0ncsO#ybDfBP4e=+pi1zP0C%Lx7vEH8Hx6Q*J;zkE%1%FC4+}SpL ztDyK~n_v8AjMR8$&SR}U+4S+xK~S@&B67p?)Pp{tCexh52}}3y*)`+ygNH`~H$2z4 zQ7rOiVb1qlJ7$F+v3AOD-+z`=xP1RydX>N%RgPoVuZqf4rOp9sc93h~VL!O(^P>;R z@7UvNgG$dsi<0LmH=J+2oAfHXKxd_ns{5V2e}n$bnztmVc=EL0HKJEuu4sHKm%;Sq zg}s4)gF=qe`KIQSgK?W5IApxb*W2%K&6syGs5f!FGv0pAldG2YHx3&Yh{#xQ@yW2V zJM3O(m)EtrGxV`Z^V}w8v3J|%uJF#}U%vi&iKyuXg)25EpKd$ZyV?7Qa~wyKOdQg>aY9KKal@XXLlKFb=}RViwhUGUAP79&^vsqoWRQMepczruD1sq3mzy~ z6bQ&LyxHfQ-f(4~e>wx}e&6&4pL+edFD(lu$Vhyj9CL8t{npW^BC&3ZKZ_ zYhN3~CJ7_dbIr|&zta%cT1KXKj4`3V1Z%5 z0||=)o-&SHmBx+H>BO`R|z>fm`4`=zl zA9|P8UfuZq?!&l+%l9}2#jRn9xVTWcDL76oUx8n#DLC$CrA)1l(6sfn<|Q5lXQVBj z@ydK=i|SvUz3RaKvgwi^_TT->`1^lasm}|;{0TG6GtNkJtoVEOsrZTJ$d=?dHF<^f zQk{$Jaj{;_n^T#W?`aIacR(|r;neTE|HdC?m;au>@c-R^=@0(D`hPfNIEVZ&qQ%c`6(fHm8$^1WwJM;fU?u5|&PxozX-xKH*cZV;_ zwY^U=?%nApyr3fNgtm2mYC*=%4LejHuYS=fCTlG7$&Ih_seVQLF3x}3`_(?|uQf^h zf4|1$=)8|^Co4W4xDOgwuz1`%=Od&~Vr}E!-m_!ZqlqGO5+qxAz}9p0Y@Z@!xHd^~ zE0_1)U1EPW_9pvwP2c8|a?qC}@9FxDLGhiFqGM`*iPrGh-->^0x&8X)Ujf|n&KTQ1 z=@t5vwD31q-@(nD&T(q_dp?6Zq3+&+Ek`9w|D5O)lQo(1$<41)Ipp^xUI)FW?SI^_ z2RF`tZr}gy{3rRInQ|Z9Ix9X-+zBe!)_?1jfx5E#)$0j@;m<<~pL0%gJW+5=+Vb&K z`v>8*Mv?cYEqwB(MsCfdo>fxjx`tOz>wWcH%qOxdlsVen;7H8gh5zO=|7a2yd98d` zU(@VUl9gMZ;pO0a8k+j^dbdJsN&Uq3Ng>VR>D0OIU*-NXifv!<{2;=iSFY_lo6c|u zM10zJHhsbW_s<~yR9YPesx_VOolw*V7f9P}96>?(>xEnkPy3#UAc_1VL3gaqvxMK; zd)LhDvLbW94ww8`@4z*=-by7W6h!h)Ul+U2=kS5s>4|%Mzq#7-kXP~<-t(Tl^f_O# zIAzZd-*VRWe=|fZ5z!SEeWdom)vM7l>zzC2d~`ckp`5-)FuOd~x3>4J>K5HvcKOK* z8qconyCZqs@7OW-n`_@Je71P!+GT6my2l7+OqmhVtQ=nuWc1_ z!r#C$Fk&YEQ26KbUDZxr%3w3Y(u4 zvwBlfeeuuMzpocOl$dd{eOJZS>(|*MZY_Lnwa`1#*Cryg43Ell&iTZHtm;FUq7gI z1rjP0n$xgn+ug|93EO;JpN3EWq_28Sqa!c#xL#zxzVr61ghj^NmZ_<3Ghsb{zIKZJ zj2X3Au7Z|r2K_VVv8a1CO=MXMD*8PO9;wXO3T{}v{=DFoSHz!5?6X@{z`p2Q{D9@@ zR-@IjM|j={DQ=EB`*p+r$gtn~DGajRTWaR9dr`h&@1~&YG2Azpuw^c6QXZQTqw>*72JYNYRxvk;!LyAa$$k<*P6>I)08Eo@IGw)rx`6T@sjh7#o8GOs}%mFn%BkPOzw|@3F_`F!3NcbQZ&9)pdey*zf)zPR!^27Cq zYcBiDwS0BqnbC~Q1&6k$o!*x#yyuFDHGh}lf&ABR?o9LBy2hr`o`2>%=Jd{>j|U!r zYLN<8gURL-*cCxV+@9Pi3zFRm9<1q`XaQ>5fg}Hu_?5~7KNF^@E)AM?P^f;x?3h~* zCzf`t)PGS|utfaF^pH*Kzq@`}I#r0@??Axy$#*WD>*`v#cFC-1ub#@Wq;obEuD#dA zCu=Ojk`5{di+=`)$Gd&*StG^Q{CTF4`oWo#ADrgD%^x^LpT z&R*M=yQ$>Nfv-BpBE-eTqZ}*0pA<=6_WVF((StRX1!_9q%*z%ex8?soZFPTVO~Uhg zJYDNrmip~)o_pSi{ou^z2WK1$*aZIkE0x~%x%T(2UiRI4y)!2GoNh^zGF_^E&~;Km z&4cwX0s;?%%lOhO20ss+O9mAwV$1DQ=4Av123v6H$*_t$tT%ZKD&hL+LsI#L$>b%Hcl$xs2iZjz+h)8zz_vboLi{Sn#Ruy;l~jxh@3B-9ZL5+q9~M7=_jvB{1W6@sT-z3SoM-vL z*2@nLWfn9_-A~%zx3=uuE~~-}kLG{d+7tJ_xxsft@=Y7tw^?yl*n>It?JLlAoBQPV z3bwZaV%dv1OaF0uZ~v)%%;$VlcgjJFz3X3GFmx_>+YKAPiF<#?@eGHA%$)?&)Q1K; z3M67Ic=Q;u@7v8`xVEp>;$h#xe0jeO$sfw){cL&lCb2!<{}NP%&0z!QHj_DQr_Tk; ztclQ^#MXXr)!Rdv1rJSj6iCH1?7Q_VNxCLS{oRo@+s^I`X`ZFs{wr;AuAX=H;>BzQ z1>e5bXW!pu$Nu+0i`tj%XMKHE>ZctP`&95Mv0$Qs#L0``v;_**nV=!XopuvUxu=DT z%j9h;ZUPNfvx=W<;$Cpw>YLq?8)Amn+WExz;#M_AW=$^RiQr{U-;nbr?BBM7z5EBK zY`Idt?qIn3hua&jgnvFJ(HpyF{#qK9*Ef86`{eYV z8$yq^$SwM!vcp5D=XU`p5ghgemk^*K#W#EW?lUh_H(3AmN8t~b?mmb!S+#1!gYVCd zS$*9*^6inr%=)txS*rq-m-(>?CO-)Kr~2#0wv*j!-yO4N;qK20xPSkZ%;Zy_N-fLS znzF;b);nJQ*Ucft+H|nd(fO(PiB~sWz}54`muD3pyt=gDomW)InLkt24V6GPW>VRc=_a;fvv!zGNC@k=@e@xHsbX_0d~&(Q-xaxFYZ4}{n`_<4p;JbZO) zR-~-a6sG@Emn%AJ8vJSa{*uS6V*0rS|6{Ed|GDp#ekSSngpEciBCKrfe3HA2S*C&t zLuXBc5;?Ze@Jp92tZp(+xM=9CxnT;sA@h~5zE;iu%3t#Qy1&%;)c?ID$8^^9OR6Wk z1tt`{n6XgwV8}htxbo5i7b@f243#wsydtE_n^Fagr!aX}3K;Kb*7r}J@*iZz_Ln?n zKgz5g|6cIXCAc~euCr?p4J0Faz}XPT>54< zw{g;g?Js!@?v}sg31g`@pUYW$f<@AZi>cYUoyV5F?-XR>_Vz)c`j;mh_nUYgS4h%e zp7u#0N#Nza*{KEl@0V}pnf86(+|)z$vs07gjW)%JNrEz}(G?G@Jass z-1X0nbMA{73wa_=HP2vVd*kGLSbToAicVGies5C_L;XC?T<&9UWaL=OwDlD=H_;PlcZzvT0F#og9f**{Yy+08NGWk6}wg~mQfuEv$1#BM3JSBr0* z-ioc$Kx0hKilFdqw*It<=j)|^k!`>9QyL^M^ZX91JF(&UWuJG>YNsaz3Pf04nPu_9 zp`AyUeHqxL-z5Fpdu%-Xbe*k1L#wA6mfCPgCak-7b;nxqsN$JPU)o$>Y&X4|!M*bI zq{|t>nO}a-a56f5NvnPG;otuyW6nQ{jtYIeDb)YWs`^azBc*em|N%>jqotk@t)L<|^-fbXX`kW?HJ8ku9UyB!4s@l zEIBGnW>SpOeGR<2EX&q{hGRc9&b=OQ#~~HTA@k+gflHunMFX$<0XD(hTBDzDoT4AL zOs~$Yo;#^4Us}s;_lmtKc~95-+ejDtY%GhLpB_>3Z3WxLT#f`^>o+Sy`_3gVb3fpw zlyK)u5opAtuYtF52P83Guh*D+_QY!Miz~mfT{7a3^lRW%KXB}?PRa+4?d6Ki3_o&D z?D#KcWXoVC#PE3A0&T0369o)sK;tDR3K()2-oNT~S+aEQ%N53;AcXj`;l(+lbM=nQ z|D^Q0*Y~T-cY8B4@zl*Tv_BR9*x<&mL-M!%lrndP>~^b?H=e}sm>D$IEg8k8^Yoy} zVNQd|{1cKdNi!e5x^&6+cu>3+u;f@UnKfj*K74Um$mFvj>9ZfP3-{(c$UdPW?^U3g z*3P&&elk`kIoDDe84VEMfqr~3b;eXG2h|UB>tx*bXRkLpcU?SPevZ}S zpK?E9Yq?hi2Ha&^e#QOf?bFeFCkX`I-dI@mDA)JS?~aKK64&L|J&@RAQpj-TNpJbS z;-3f39e#0p$%ZXcTX(S?Dqza703}0dghG7m72XRK<{^!f@b$SleSgJnFyxL_?Ua(8uKRW-hR1%dn^uA zP7_Wz&AH(z%MGT&-0Y~sNt-?|tThc#Wd3J%cuCTyOHAsI&t2I5&VK9U-O)R4te+Cr z%JXgilx>22tNS-foc@x$?JeVmsVyS^FNT-A=y=F*qlf`A0&?*s>#c&)%7f)ogms!B z5<2wwDAVGAH{M*s0rGSl1erD^y*dhj<}2j z%YR#C{zvuI>wdU%sZ6eT>D!JpW#$o?IxZ-eXrn*?d_yxp?M+3lT(;8#I*P~PgR*FC=f zo4U>SpgNCfU!Og`;gEKkS+7~##B;h~O4Xli)qh71%>lLhE&hQ=(NZk_O`YpL^>$su z(PuV4QV`C35Vn0uS;(_XujD7$i8B8^)+Qi6+evn2NI~|G=%2ZscKRp99|x~KeMzyI z{iN&UHMyz>RBygKSn$>8*Nllj#P`nxw;VpMfBIuOc<#JC-{;dSr@~){mpuJ(z35N2 z<-e^D+ZCHd4=AO4IiB-jKmW`R_nnq4-ye1a=gdF>YU4; zo-$Bn3iiG3gZsZGtn62L?RDEdIG?HU->X%T)qRR>vzGP6%`73B@oPf3_OFAB zoZBA9pZ>U>)#mlB!c7Zv6+?p#p6%3s`hDF#mhDcfw;fEEjgd9tTt0Ktl8jj2hD!!B z8)G%46xO^?@}4{C)$RTB_nUnEbKUD-_r#q|&Y$B?|J0vseh=I=F3&SL@9|HX-PL#+ zNPPX%KiB_F_CG!ebMi8WAB{QFYapHKf=!#UFM&>?)ZMcPl0#Xt6AIU zrOfzq=wIjwgUaV~mUEQ&NyFpU+%?MLF-m7KdSWI z`)BOjzB$>!j%IIPZ|{=)vc2fbtrgFV;?(W?_svt?QfvR}%#&iS&+L<5Gj5p7AaP$a z3^e1(oB$g?jw^PtJb8DgrpK2F{Vv{cGy4uiE{!(D%^D*dO=cb;GS$K-qEm!~!S&vwrH zZ*{VMqfe%5d!NL)dfDguA+uyx)i?3)*=5D}`pNaef3Ge6m(KZbbzp7&eD6#D|LtV? zxBa~8oe7U-pI-{rKKI%FzR&UQ0*LNVp1Z!!p`^v~B9WG0L;F6*|KzUQxir@-Bu6$l z-S*H<@1L)OmAB7*xo5TFvc8$Sw(fs=P3>lwZkB9NyLxtHSQuqI4mc8mLwEbT? z>AzAOcup4*;Yr{K=UB`>dBN^u53cVO*0oBrU?`Jeu-4eV)$qAYw%lbe%fiRUy?bUf&vnm#-HrP}L-?RL05z1K@89(K+ox5{Zh6daK6ZcLoaT4|qIv%V->xdn`njg7 zEPt2j`AN)aY5ccT=UltMt;QW&Me~|}yx^Yo^oE3qEmN5gsT~KEDvrJ${m&6Bij=1L2 zZIhBh+<)7idjI-&wC3AT?I)9#rJG3JXHL*(G!VPE?!^Vg!;BlAiyi={(3t;;UsWD6 z3O?=&08eH9T>t#fb>;cBpA(q=-)0y7ao>K%ho*f$6F%88ew)OQ+fFP*wct_{PJ5?oLE&b#D>8;KBS!~Nyry1NZW09(Pntk)uQeTrU zEt^~R-Wv_ms@UGBG9P1qz{U4>-djs%_>!A*ykWjv-MPXW_@ww6ZQBpbb57vD@b&e9 zrQ5Q7=8D?Jy7fg8mfXJBRh`uvT}oo)^f9*9Bw8{TX^ z{%1sGnlsys;ic2NOB(Y9f3vu6J^c|pImPzIlKI=i_RBs$9-1`&E5FPmCRtxR>!sj^ z=^PT`2f%p9eGW{#F8S}AuoOm}>`0~`?`YYxO@?km*%Z*u>KxXBCkmzNg5xm?2O zyv+SToKix}`dy%Iw)=s3%8(@teu*2n{NiE_n@>re7u@ii<3=%yPW=IMrDcB%k}mvL zODZ_u@!r+vgv&YYlULorrN_@7u=6}_m{i3iqr!Nsx&Txh z`86=BL$b}BE7B*}E#53L(*ccPN`NI8weoy#|2N-tiSJw_+e!T&wR1aqc;6OGdZTph z%l%#T(~G&MZPN=r@7e$9_Kh;T&vrYvN$br_sbY{(Vc?TuVCQR?`G=`ez-YIl+KH~E%wun>R;S8xu$FW`q@0T417Wi%G1E}lFSbdbT@z-b(X7`j`8o= z_3P8Z?$1om_cwmNf8b}n!@u8pDR=mt+5WzFI`((_gqJ__C;SoT{}2Nj)BYTPt?Kbw z&?>{7#WUX5HZ1i!GNW)F$aNs?pqlCD(j|{B1>Mh$4U!ItJry6n#{2g9%FNdty5}Z- zKM^1Nx+?ugL~vA%c0F5Nc<$Psg`xEmXS`%An809>!Js2kRqFMC!9t(~)~mN)HbFgv|J=o6kx+a&>F$!jdxu|D-Mc^UnEyO8!Hyy6}UW+x^v^ z)_+cM`fonp$Mzqu(0?VJ2vE=p+(Im}>gDqj6pPM3Xqv%=rWMCubO@RsEAz`F|8NgT?8ng4IQ?{dADJRJ?* zzmHAn%58V|y}ta&JO+2qhC=txqOw|PGyX6|+RuXItX?gvr&q69hov8wDE#0AXTcK| z3#N-}%~Su*4@p`vnf=iV@1Oho)K;9IRhBg;SpCzzUH=~>`>YkPxsooNcBB8(_N$>A z?S9ifX_Y9N+I_Hn?65aJMPQny?6UZ?oZ&tkWI#t zxv$O7_}5Jq-h^3_EWCNfAJb+r{x4rXa~`An$%c((xuC&;I2L$;&%Zc0ckz)UjOSm2 zmy?`pP)wn> zoNrj1av;$7!3jx&$?-AZ!MF4Sn?65$cJWYB>>*YQbiP zn07E%bD!nuFB}$LEIs+3!Tlx{=*S6+j&*;Th|waJ8-3T(-NE5H(fENx=!u?BXX^!< zMGu>xjStDFG98=Rs%^n`naBOWny-+NZpGxH-;Lqn_Z>=?hCbo2C}NSZWa?{(Nw&Vd zq~++f?Y9pqS!}qy%`x3`+uRS^E$$q8D_8PA^k4Mz^>eBsJ8 z=Wz4!Z&<8yz#??riwlB>xxo$j4hg@8)aQj;ZtvJ|rC!vh+;7W^2@hE;ikNij59-fv z<~J>PZ85c~{PkLAC84O@J4A{&@9k_@8oB+`_3y{ZCQRP=R^-aVXtOs`6K^}c3;Q=+ zT={?un=d#xEp~#JZwnSYQH53v?zcgsP=fp4LyPT+!ViAfKKP}dVqqX>GgAXZ?BncF zObPOD5SE#;jI%&V>;q*OP{jnwFzN?36~F)ZWHbK;lPgQN z^Lfr;Q1@#PRzJYmu=;cE?0aFB!7&Fd{|42C7u9C3>zAItsW{?L&Fg<_SFe9^a>|Qa zeg~RoFebdYy)dry#%(!b*x7I$my4845>4^e{ zITj3lG7RcEOy3sTab>NOd#%&F`(Vti{9?biJSoZE2j2&6-()@6H!{gObGPgZlMaaw z$KTYPosz?;+4i%1*_F@tRetJUvj#^Qs24kdUGVVF^>6O6zQ-x&Yf^!m>ON|$#`xv%5BE%$T9Tl=lk@dUI=ezd5MKQ~qDwa7aOvm;<4J+W;B#FqSJA*}KX{8*g$zy= z3%tsw+5h2|a@b<>cjwmmOYQsj&58Wgtaw@YfeNR=qjjJWm>+5aYhX*npR;GrYFS$Q z^77TnPUQ!X#FZ%eVRt24e_yrv`6cq_j9=QHGqz>%6JmPYSq5HtzyZ$a7YaCZtosYU zEYmG-3`h@{4_f`(exTF&0n3DIGr~%vjc;#K>Av}R=^wKrVG3!{e`CC6Fx)-${#IvV z-N$_zMvM zvRK*=wB^V7!4bs`e^~e5VpqG&xAm){MRT^i-rN4Kf3=o8DE_U~^1gNZr|su?R_bc6 zv)}SIWN|W^LP2fI)i36)0n@g5f7D4U;&0siWJScM9gCcg`aBbu0bA*^?tZNOfu!5z zqN2t#ogbW0EO;hh!Mr5(=dq=4Oc}G;D|TGyn}4?X>$V5aUtU`Ld;7YZIlSWc&3tFI z`S3SxZaJ`HTLEad5?`b7!5z?jU%B&n=Q443m#>QY&2m~H#R4?VpWd+Uy&PzdK?c+R z+wQ{O{-1RZey3P4O+bR%8@xj&6;uXBgSHEPo)!Dbee#Bg_w2Kur^1#ZtT~nE9dqeZ z>4}qzuHSCjTYD_d>5SsBvZ`YVvl{2hPP-(RYBO-Ew^tIF@*aQzl{k-(#v88`5r#y~7!CYqWFKa&#>6EaC6BIuWtsOUjHn)L>f$wIV{;0FM;i}qnaHXeN@Jz&l`Rdn` zJFI@ZUC?B<$trCE)9*_Y#6Z>W0d=X(AD#3g8R{TGa7?Cv|WBX2~_LYp0)e zh<$%Mhi&CY^UX8mn9?~LKPI06cS*Gqpk2~C=ayYkRMy+KPx-~6nP(&mp7B@|v(0I| zxX(MSAi2H#Bu|Lse($sc|L&$Nb3YKNln`UMXOS~Ik3Q46JsgmQqmvJxy=4F4)uO|D zH~MejVQLe8aE7yh&FQz<^u|^9w(sP5BmKv0`oY?^{WDL0VX*LK=&|Nq1MXE9sBx4- zX19dc|1dB9Gn;YyzOyL|&q0Lv{`+(=WF`1Lm%@W{@7mdCz|2^vGr1Sf9+VQ zyvmPx&y@Xa-e)Urb-jLden$GeTknJO)U8?{CH?(hQaSIH{k1czbZa%uzDMVS8oAp& z{zaSo*KIlY@7X8r-`5QfcQ?$eS<&s^{PgCfNq-*nEIafw|KXqQ1^=QOwoAMvx)$W~wNrg!oB2i|@A{Qcy8mp5x2EpZdJ;%PAF|ZTDKN=4#IQFLth;`}zJ);t9JJimzy>pOyEg zTk^x@l9w0%Meb@bye#}ciPIqHJGke`sMqok(!QVbSAlt2c(}~EPmpa94czPpSR3Bm zb{A%NyuDxTPU@q(i#dP)f3|of`vF&`ggfS$tnHT-53g?EUe5$sa5c%@UoDb#P1$j~ zpYMNv_Mg|r^L#&R#p=y(*KW(5_P_MrPCm&MmtteAFRz^1_uR_%XX^6QY`+b&IRTE;&?XhEv-k} zY;G*sSMV>|;=k^k|6&g|n^^ChGCy5?`={B@vZUpnPuO$(C};n-?aBtX%G@^2ZOLB7 zEfeG{2N&Hdzs!^O z_IKVa&;PlzUJ4dWv<7uq* z?OWHRcVF#IE_}K4kM7%*50hSJPsn8teKq4?uYyj ze(z)0JC9NPWJBS$7|`-t;|GT%4ZzE9)zjG(gP-`A+*q`^fGx&?S#J)bc)|g_8Gr0I z%yyR8D4DQjC9mh-)Q!2-P15dnZpBBvtmoVMS>)=g$L>F~MXoK`Y4>N^2A$Ji9;cjL z`CmWfR=ps20@omA#h*u?*fw!VYRTWIv`%44c8j_tbcHpUO-I7G{;B5~kI17uf0#V{ zMP@l#r>SeDZ8&IR`}4nH^S{ihR>S09GX#4=u4;jnEjmjYJZs}ZC?z?FxXR+O*Ql6X9V&{$XKO;tN`usT*xC~ zwf_Hx=1R9PM*e-7-lrAPG+3s6Qb^n2RX)l7Pq*Y6rhlt6zFb@y@Vxh+4RgTusZQ6g z?9$2gt~)XvvXEQy{_&pahKm&pEK1H?&`P)k9ZsnHdtK^`@ggpZ6dhhG(DWc^l|l!| zIIG(#(erC~D*BEr{qyzal`_8gq?k?j^qz!l^4CJ`&&h??>RjrMcT?+-9G8 z>C~&`@qDjN$H|*Gvh^N1@Zf@@v!MZKwFQVSnb%WSIBD7}w->xFOHu_)M3}uR1xz+b z9=Y8voN#M9zxs#$wH6QG9l2j)anvp?Wv36xqrG#=zX(5`Sy$M7Cpj*5*if?Kz3+uaJ}IuIOvn~f-g7OJ#b#ge^HGmr zb98pxFooTbIbnL5%=B-;kBYSI&(Dy1IzP=v!gy!@Or2!6#)Ov=M|jqX2{If4lzX`As{*if<;IRp4yft58%s z!!kYjOKx&RXhG}0ZOcp7nFp=>JX3e`dEe5$*UE11mNndO4KLtPYD-Gc%7?7pm%IDo zqRO_W6~(_BUIz0037^--^Yp+6?tK%_DVWzyKiBX-*Q)uqaJ~LqLtA#U?jFgrjl78) z_itntHHK|7ttnAx+j3*i1E*=iI#y{s&kwW}C;a5TweaXN(U(^joc!9jAZ+D={dPxQ zc^v!oE+uN#qWL~A*6TZd{rUP=d;87LQvfYrkhoF6lOyo@+RY7V8t1OIUv9dZJN?t{UmlzG ziQZYd)NkS{H~;VdMfFY3nk`dPf5ol(E4$`tnNV5n^>d0#f0|rQPEa;9Sl1c}8nek` zb%d@Gj{lP}OK|A{)1M*pHI}9d7|SqA_cih+-17YPK|iG+n|<1!JGcBN&v*a1{3L&y zkAGwDk^?`kfrp}&A7~3>3I-Y^5p&*2YDOSPl|#@G8+}))&JQmfLh`pO0eoSSp zjmNM5>u2VjKNaa<8nMOC=%mU^CZC(C3pR3^tVwr>|9Wcfg6ZpDUu-yfr6s!2b=`gr z&)Td5IsbFN1PbP9_&wh^=~F3_jZuQVae|AuwAPyR3{4KHdzC*PJQO};xOURaz>B{g zt!;eHa-*2(jV0r}`TzTuY;xRp!`+7KWS)Ik12VoC(CocPU+rU^T!Cp9FP2k3bhpO6y6U6Q*?)ku@ zexUey=GRr3lUyR}Zj|4erl_;mf6=}mfDHgBKD zxMVf!!r05kd771b_`mPH;JtjEh38yV%kt~1mrZ2+J(KbAyDPjR-6AuL6Rv?aGT!^u zQs8kfZ0=0ePuVeV=6;;RSbeU+HvNE{gn@71e7EyI@1K5A+4XnZuhk;bHo|UfGHGl* zZ<3r_Kl&)l_|^^DW7yp8|HdY*+OK*V%k#odwGBtA)C$;SESUK=i0@cF-*&rg$z1QZ zcUY?KatRl4*+&MfJj!RnX#V}wce~Q}PE-7MHyl`Sz4w@B)xVp0mk&LSvhESEI8YbG z-N@X2pfR5<4RqSggNMS_{gS68>ziHn1#Rm%p%XcyE%?C!%@2P#-?2+wxX)*@V83ie z!2jEgX-f_yvaPHLzstsDZOOV%az<a}v1U?$7zZDQ*($wAYj7hqQ0sys!7(_kcxlT~bFT zKK!I4D*3|g{22*}?JM(FY?${@Vn%B@hrZ2W!w+|M%KhIkuhZb%jn?1?&^>W{2O2Yj zew$RyyRuL0SND={>(d*U<5i!&m^qQTeJ1l`?mfJs*NnF)9g*4QX^>s};hK8O)_vEL z=18h;nsr3hn}33i&0))e2Qn51p54=W>2|5RyV%@Z*0$H?b@j@ytBi(W)zi&hJv9&L zif|1QHgw+Dn!cg&-u`*r!n;+}<9Dw9t?n#gSun%W;GdUyNW}R9J{gXacPn2vZ?{vF z>C(LSi+9o#<$3q28d4rgo@-=&et>c3yWaFq?ek8~uVUNzQQy|M=mCRiu`WAb%h7-A z)*I$MtZs~a&dxvoMx~kfl=^0sB|A=~TX6EtVPW@cdhTEFe;?=9^7peH>VNO!{Ib9H zzKENEOqxK?)JU_Ci1Q!T9?;q2T=7tnuj%=@;%!e~rFX8eH%zQvaHOiO`N09l0)`FJ zUta~@T`O?=ht$vYsSTIgmZXPlQn7cnP1a4e*q}FiG569fUF`4ge=7_sy;>=sa`tBQ zo^5ANG#)@c-XFR^cKPBQccz+__hEVgVFBa>x zrCcgx)ZSv-Yq$GF@rh66rAOCqb85Kfx!iC0rl8_aNfyPk6}Ek_KYnbk_t{Fxmi3b# zOk`=F$?~{*1Fz^cQ?O?vAz}D9i}|d|MdMH37I;CnPg-#DZTS67Z{f_R-#O2&`S0q) ztny~4>!5mM6JhnRli8hB1#S3hkm-w)`-Jc`8*!8Bl-P}JxZ=$S=1Y|5Z`eazn z%Rlg+dUM&aSzls2bhrIddX@U%#ln*kABtx!QNMHli;-?kcAUD}^~Ksh6`O7C=iW2U@jdKV@I=9) zNI-^h&!wKnnO~+$9*;lWFi+JdUwOaJj0=X!?0v@UebboT_eooPx(h1#qvdUClAfR3 zg~G#XCJV~fo_@8;bD3c2?D9|7j4P(z zIp3l3IsSss5i{;%?5m8twy6ET^!Dp@{W*^~njZ5s2^Quo*wFpl%*FXHs+d^oneCO<b8U zPhWsD7w^F}plLl&T-6SrCzOV2g>tmwesBmImDOZ|sb}bI{H^TJ^E6E~$paNX(oMpSJ0W^+%xnCAY`HdX{0$qp zUX~l7+`%e8zb`P5@Q=1#doO$8^LcaCwyQB#N$x%LX#V1fwlB_aO#kDkUp#qD^&+42 zrPo6~e?6tyt6*_f!6H&%&X2wXv44*q${ymrTp(amzRp}L>blR2@Y51e*TEaOKmnkz zK0NYy{B;M*L|tCN=Dc|)s=Ak!@-9f8WwyWf-pNJrYNZfV-n0~fYspYPGIIIAJiubc;}DK#uU z+8zYw*N2zHUcdDeoO84HKLe;dVNv&M3jSBH;NT_Ra%SIu1q)98x4O_{U~$&KB2r?G z1&?3L^}3JOtn+I>e8`mBr+3fFSLkQ0o>_$&U$b!g!Op`ESW31((RyvJnt3&Cg8$-v zzx!EPy!WqEN6ADm*7BY0JpLrP?5~h6o794Xe!4PWPss+ky~o1htc3)BaPEo? z>mJ^2imYh=aL81K{rueU^!z1rRI8#+Y}$LIu;7t}MWKvMJ=0I^uL_pA(+n4CRUZ8M z|MHd-pX@#U#iWR3Jd*eRF2wX?-E6bP)7HMLkUe<&)Yos*bnfNc)qc3snhxreYS+3_l~|?pfJZmz)yzb{QL)2?LV?58BUn6 zSKa)V$@j(V*J&9JTjNg;Og<;5^nu#1KejzMvYmA^xYW#!ZruCwWy;&E?QyDo&BDhI zc0PV^#eR#={|iQcolk$M-{d2gSTHZqU|zu8fJ7Z|-7^hR_gvq1qtev=?x!X7&vYz` z#pYOYpWBfh{_j)Vq(n~}uS3D!{)@}kX30(dS~qo)RMOn(nF~roQ*?YU>4KJM%16}@IA!;!wvct$I~ zoSkCK<)oJ;_ObfipIm2tesBhC&Eso#qp!O>lbU_G;om(|j+XkjvjjPwOL9DR+1;oV zas9*DgERB_(jGRq`~SIV)TzI0MP+$GRLY^5%n#2r7CdvXVBRow&t=bdFS;#u=$)!q z6!-6&;;~h?Wvr4`OrN;?NvT%$ra9Ny%mmr?maM(*tXeA?_37)n4x3L8Y(6LK*;V7* zx|PRq8?4Nn)vjN0`>wf%lUKL*WMg)yCCB#e-nC=m6}PZ}b&qR)nfwaa@?k~4ucp@# zqcZ)~>wVAM_|mmeN;YqKwe;TU?5FN_hOo`7>TUkq(frvbq)_`|8`o>eedZRz3wA?l z;Mc2Ee*P(0`Do>7b`P;>4^1qJrRLZ#-0Hu0zxSN@Wvu>l?z`2`v{;|fJ|qy-OmH%It;I@@K4auIUHH=Ovi$``fBr~ zeNQJ%*{jRt(;TON;IHPyu>bN`B2GVemf$%pD!a;bsoDkZ^9SA~8!n#a{@#e?y2v`= zS%PfOCD|Tts$*`wyXp9$c$+SdMAtvY52sW3PG6uzUf(tq)O zpP>J<*k0(J-FQE&eqwTS>M4%q(>%?Bi8(6_rfGu8pAY8_v-8gv@Js7{Wp1~}+&t9Q zAxSpaf=5q=4b*1i{8g&wo3B2#<=DDe4*EZR%6!8Pox6S^Rc6Cao-G}});)ZF>W;*o zO5NXae_8H&-b(#BKdMYGUhb%_GQXZN|FOFo(pqbBE%^23utRdTcSH`~y!q=yWBTnK zHf`X2ez5iPgP+WI_`#hWhkEM^3;s<91?Op==8p@_LL!cTP!e1Nt6}Rxr`AmJ*wr@m zft*5QMBCv9hY|}I!&cYJ?9IH8zBj+x@RGu9(T&sB@AqFgQ|p=jYJR=fb@8^_m2PgX zeI3HXea_NbYjJAv*NCU7ZozJ1F==8wzpcyyZuBfG5Ib|o`u!hJmn?o--CPyN^%Yyz z!8g)vs4PEc_4X9!m#Af{U-(X&bUjQm`;FPGq%z^-0k9l_X#jJ^} z(`T}ZpKjv5FB9|QS%Mg}N4`=2n&0Qcr%xT#+s^HNuyyf+LxBa1TV7|M**86;^tiBC zM1|De9_B!O&9jeYzbknD?evTKIF2v#=Z2hpdhNs0H@CNROfo&`^6cng*X(8Sv(lCv zWNlcr6tbVtfcw1-sI~YoLX3UK^Y-tx8-K2XYygyDn|{V^*3myxUV3aU=)LJ@(`Qn) zSp8o^e7}h@pPn(_v6^a78|L`I*2f8Ab`?Kb3eI-xKK*=Icl~WW8Ful$X71w$Srgvg z^;W-fe@_Y1&$r&{7yf@+8Y~%Ez&Ix>vOv-1oBfT(Ql9jKYd(WI%rR^?TT`FSJvd1v z>U4ovj0Lye99Ho=k}^%NeY<^MdNQ^%Jjjg7IC^W|rj!q%`MI$>*uI#qieI#5SL%dA zXMW~>{Z$oi&R%}@^yROwGM5}oU3TyUzj;W+^#Z9F3tn)E#8Dp1^;TNs;LO}2{s}rh zhr#<48P@hjS-4+YvFXH1&4)KvFVCFt|Gz=kne?yeo+-A>e{`2_ie_y{C;gn8r8iit+gf_99fEc3V5F%EPlRKw=c|3D6&|5H{StcQBFK4NlJl{CsdH-~FL%A;jXqOwTOe`onaeZM z>UQ1w`1dZe$~BXz$`4OXEI9i2pt&XQtNbFV3HP6wEcl=67wj$-lP(pb%R5h`?0x7{ zlO07;XQJfyeC_PN_IuHVFDe(ilf}@ zc2|l?SL)gPrj6^hlwV8aYv}k)s@t}F?bmy3D_S$P)DKM+et4?0fR(9w_7#Wb+e_HK zZ1?1~yRd%pEGwmlR?3Mo56wd&ZVP1nJ{tXg&sWgM!n|9LyzY1kZHk`bxYgHE_${E>*d&z&S}*pH2E)i+1{< zsm2evewWuy_6hyBY}Z=0*Xnk?F+9&|-sy?^hR?a%$XX?NYS%J{q*Fp?tGl*e{2jD8 zLYqbM`=<(Jqo_2NL#1qoBCb?{Y7X{8@S>nB{=d10lYhka|KP5X;JP^+;S3w>w~Oso z(O$Hs^v7E{oeYJ|GcD9!m`>d}+#63AQhhy`HPW#(4#jEaXWY%qDUtOdUV+ra0CF}EH)G&MO<>|P~!Kw)Rk<8IX}Ev;Mg=5FOZ zerRg)!&4gz{z`CP=ig}XDu45=`oo7xj~psJb|}KEz`3=QS6}f=6f_3n9zAM#s=}$6 zba5BEhuFG@F*}O%KrPlPQMasfC-2)^e{TDc`DNYKNt=YE)twz<_PjdAwlMQheC>;> zWcG6>@-Hi7N4npSn)LJJ#v^H9JFX@@^xSyBREB%=2fl}`*%o5+tkl8g~6WOUI?jl#^SsQp;_={&)l;+ACFY^+At1Xi1VcmyNQfuNS(-(RQ1s zO>k}AiVe#iCV+=Qd=4M{aA#*6cTTKvV7%nJw;q=*B=Tf<%=y}8|1Vh5$hKXX_g};A ziELl?%VoOh-AU8yS?^*N5^?#%Cc)kbcjvZ)+eK%O{m8G`b?d|Se+(xN8Ov~+_q9p~ zMa)!CWxp_6+uL_p$lc3ZCZz6K^DAqbsoyKPmETVPW0B0M@}9K#gt&{pbj0;Dyt5{6 z@!X`a)Y0f)teR==kwdx14n<5)07c?)L@KQ-wa;VL={YVUuMl~oE&1WGjRnj)F<<9R zUiZV7|K5!di7%7RJ$tk`?x1qj5+(h`;pVRnOx$%(qhrUny)WX`PD|~o*x5d3o%<|7 zuI-XskM+Lsij-Zv%klN^qqXI7-~!vX`>_A#%O^iw4Lg)IhtvFAi*))S-WdjGE$6xU z7xnF5c2Mi6PIi^_-_&a@%Op1z%-(3Q&K?{ZT8BWxR*6!5tL_o1FD%z3tO#=zj;)mR(u!I0Vwf)G^)>TX^1I{BqWk zhXFeZHSSo5mB=c&-?K7 z)a`#Qan=2v+>9dgAC)@ZFmrln=A3Agwy!bC(7sRuUL~JjEi06JPkT?(pSwXV=~u7Xs-7wQ(fY5^Cxv%eOFhk$AGJMgyXUrE{7^@H zQ`)UMo5St%BqtWko@g-b(G7>hhjEXsTcz)7o;d_+{;W$q`0ZKy_tn?^dxak!>nwQe zvSViNP80XaSz?jg*2{HHue+DZ7wO~A#>u`mT{!r4q<+%Ib&Y$EhG&ZHN^?1s>vqWE zc|NGWHB~tRQUsgu$A_={z_KOv;wFhq3!yw2PV>H&+si$6)ONIdWWS?k`oFE^cSp8`sSHvTu2r<%KU3Ilj;2 zDEDr$RzIZkhc(gKb|bil_0)X#hBGl1iyrcP1NBv9ILi52b~7H*JU;)lhU(GW9k;4y zv3)WvP*jf;u-4^D3YNOSu0PZNeCYT5sk=1hvsLZoTUIIV{m*h;;ZL!J{SG_MJ4pDi z1NVm=z}eL1aN~zNm8ZM2lqb9JGvCXUlxkG}f)s6Xt3?3c?g z@{OiU&kR_^=V|mdG`8sB{Li`d2iC{ieFeMx@v@VkPR$&S&DX#k<<7a;mND70J2}|f zRYT=Kxe9D9dy=)kf7yBU7w?y=U%2n*|G{Se+<9(FchZ%5I&Xq|1imvsN8Es#DKC%JC;K4WH`$m_E;S_@o5|D-IK3BwtZNhIpNlM)@2*h;@_@bGW{>( z_G-J2>@ljhUd$5Y{4UA)IM)f(WUvr=$MWi(4Y=`@c1`U5j}le=cS>*OaFqLjg4=d6 z`=T=(er>Y_!k$MstanX}=BO&{zOm+)>%!`shfh~eOj-AGl67b9n@^llDdH;9SGZ2A zZm-CNT2cE^T0`f~YZ=bXAI@3ZSNu3~F7;LXl0%n|7HR6P<9I!XvmBfe)0;ZU4G=<(b-@*Ug^Q zWXytu@AOjVR#RT}Lvsyag=6@1!E^rMXG?d1M=To)o;y_hW7z+}=kFEc9WTG1GyZzt z##rc~op9nGO;EqxLhv1^x&#e&M#qXU&X}(kR&)LXs9c2v#DnV-cI#~4tkdyz-$mA? zhAffhcSEjk@%^&nNA*pyxKA@fw)~6xs`=>K-R+qR*oC&7NiFn^sfpdZr{87A`2f-T zFLD<|`1pg3ihK=cSzSX)qBJ&rPFLY`nibU2mDjDO7Uy{~_^pGY=m#{lNLJ zLXutOWzIgc=T>PE{;U0s;&$9h&D3c-9#pHp`uazcfAw3d)8AdGl&m^(2h)GdD%|G-)NI&1|M_n3w|tmwaX|I?mZ*z|Op2M;epvZjwbZ__^P6o` z<$`-pJ(Di2j+>Mp-dRvmXyQA^H@U$;V@+m;VWQMM#XSbRtcNaC=9w*>scId zgQPAidAJ3oOqiDFFBTWBUcA_QarU#=Egn9gX8Q%-Lnfe^5vi`0g`eNO&2EVlYCinR zmw!scb&x;B*ZmaWOm0@`R-8FI<);q!yC&{+)BiGVk`u6h^=$UKoo|zxeyOYI{F9EI zoPJ$Gg@^04R98zTcq~hV)A{+%h+XF1U$(qTTC>pSNBu+Z>j7#!^BEr?BrPza}-O7(1R>#6Ee0-Qm+ORF`Yo zr7SN^pTm>c#xa}CQRZ^64+`+C!41f44-~G8T)a`o_vE zh&Cu#eERk`{kD&v>Q{DJzJ7Y_(~Dm(X4+LBV@M2$IDcW4U~$DmNv@X6A1wvZBE1dE zCp+HA`8G$D`+R^LD3$)?xNhg${JZ7Y6}Ele8Fid<4w}?GIe72vvW+%3gw=k_zd10Y z4K@uquW9WK+bc$ad39=6-R~Zvyvkt*|v);pZ|Ne z%EuFS)n5*rHo0JQb?0f0$635`uY>mW+MV9Cz@*hAsy_cf4Ah2X%k{h>-GyzRLEUd~ zJG}DTwlwD<+~NAll|py-;zUhPx@ZH;M` zC9~MX8hn1_+tnvDlB-vwLFJbA5miK z1)eRxJo8{x+u?-si5s39+^9d2HGkQ`yX!bUGrucyogrT^HEnUGo5Y)Ri5_(ovjCkm zb-w1visy6XZE9w<=W|QgcsBi6DYjV{e1h%y#0~CY+F}}2E8>kibF`%rn-_dvwPl58 zJHOk1qhG7Omam$eT9x_Z(EnU{^;BC~y}#2Jh0Dc7rKudOQ#;tP*DNIBbb-(tOHN3) z`}>B9{kHaV*RK7>aPpAh9F}Uorsw=0)LC@pu2gkdmEEX%y5hTEn7!TfHSguQ*Kx&flWxKFO@{UNua_FZ_A;rj+!yn_v;Fr}!?-BHzBr-g`M!mRtlEkb z&Rariw!=NfGjqT(mVy?7n{%kn}7FY}!pUU{obKhK(e z<=T{(+MDthy03pOpLC|`WU3DPG5H5`Emm(^m(Ta;2cNjFaZ`eQbHbe)8$mN=?|7Cy zg!CG8l7AdB+3~S*B2%%z8%vIFGAz|kwrp)*^ulDzs^zR}vY)YqE}VVMtiOuiAa7}v z3- zU(Rmh=RF!*&ApurS-IsEHZJ3w!_0oJ@wtD)&%;R@d3h_Cz8F=_W7yj(C$zwOg*apu z`tx7V_&Xoypjhy@!^3A{`I^s{YoDBVf1WD$`2qnM3l6@2!RLSQ+cr!0zqfh(|E#ex z2cI#=G2uhf8a_W)Tjr>%i$O=JPVU+E?^yryGf(G$tA6kly~2vAK4#OGY;F(h-BfeT zWI~MD^r+;MRkNFXo0@M*yeTR)^i&FA-lttDy*K4?)iv|X(zQ`~{(p}fG(9kAPT1q0 z1!`Wb6>*FP_iL9|{zzMIGgtNC%-eo)3Xwb7CO)UF^LdY6Grmxt?Rh__^K#bO?jE-Kh8^0k{(TE+T5lLL>4Cwd2L_W9YS!?I zUNeErV1w7cn1V*zF2CG74Ew$5*XlLj)~8SKiC_Bk#Y{n# z_L)nS8tw-q+B&bFvKSiGGQPbB@@p!@->SA;=={p_{6J&zg9-N1>7SNA<`G-8LpuGF zeV?&1C!aCru|rnU8e-n+eofH4nDo4=a+2xUBbBQBaXcn6tn7VF%j@n@4)@A&*6^~<^=FRCxSQMdfsYswpwKRwm$^*QtZpVb}~ zZI6@4ESQmL@XyaYK*#4WXc`CFXnmd4{#=FgriYwDBxvg6Kw-fP`B}^AGiLo;nfc3p zrdpqc#W@R!%Wru_kD2H|CPFho6QQa1wlC}ayzRjzix(o6e0?(P?tRV57s5R)UY&ny z5oIlSpWC+gUT46+FRK5hZ2evl@GDh%ir!04jf49aoQjF|nUpb38Xl*pk0*4!irg=I8t$-1~o@c8cDA z-`4yN$2XHI@u(@G6YiC~$}(fW7`LqPQS!-6NA+xHR&(78i`zP<_Ppb2iO_P}3q4?u zbl(I|nOe+fg;WU}{y4q8m09;Ap)A>cgK)NFU$gS@gCCW5{WjsXxLYe}>%ZlGH~TKH zEf-Cc`TC3lj~+b=%Fdvp&Y|OYmmjUW94Yi@(U+?_kvrNRKR8kN;SXn>p*7>Wz4PZ5 zEPwy@4a?HzdTZ-m8;f%`7Ey9Cmi%cC^*Qw0q|SjRAPT%IcD$FKucuxuc?h(?2;}*K zmf9T$)0b!FPLfP1%wm0_7qVAJEmT)3TDDI{|FXi1vv+re+diLA*nRr;Deo-9c8%a= z-%A%byqGbO?f6W#$IEX7B+4GngbzFKuxho|+_f{|abs=7;Q|R6OP+c2p%@@IlGGI>MhRR-P8RhyW}@))z?x^KR9vogA+c`uR)3iBem9$uV(X;f>0isb-cEXb6yoTgpTUb<*x>o+_tQg}yWI4w zZQ?&NoIGSYht1uuS$WfS>+3a6{qb)9xvwWQ-v{NK!es|Nn#{nX&@w;oL5In?yM?EI zzPz-f@)NTP_hqo3`xvq-gMM$}tqA&U#H%;?*8X(|yI<*DDl$3i(frt_`QzJbposNr zR=zI{8F85Qe)?SxWBb_Ydk)NMJN)28V!;yw3#RJQUw#4Wt1eg17PI~qAfIaCWxHfm z=w}dT{r7_}b7ySK;1u5dlk1D#i-jM=q9&Ml7=8A3o9rerCrzTq-PSxr;=IbC?EMvx zF^D7QQWtEzd|74UQ?qMjbqz;msTG3foi~(jcb7Eu;{GMH@OJi-9=nd1{G(T;bF$68 ze_0T>Z0Wo$Jaw8ICAWRpR;9jw^0lwqG}k5+&*WGx$husT^>N=DUeRmDGOX%-O_AWz z_Uaw~KfV6b&wQNE4w_)ouqYInW3#y@Hh1yAYew@TkFA><@IU%AWX^p1gxm!i^tFT) zkH*`;>bxgnA^DR$tae(wnPS21H-}aIT$AvE>km|mC;U{cbVWd<2j&Nd13W~FP(+v2)t2?Ox-$Z&b{k*-_~kxJ1EQ9#%7o~Hz9s@9FN@k z?zp8BS(eXaQTJ{VUbyl9LB2Ja6-N`U{REGXhcCUP<{2^Vx;Ho=gh3_zgqsIWv)qh& zp?muN^|XU4uIJZhTDGst7k+z)^J`MWqpFLtA_qmX>!tTz{`|)9%Z${8q3hn~_Gh*n z%xpWj<7|p^t0`|gV!eyv`nFj+-CA}&f5teeHPeF6PlkQ@8K2D(S)baMojhYQ?P7zR zZ}HAMe#-oQ#{9?bzXT<(edZQ|i=fkGfCVysxzMA!w$5js>6JhO6JT-u`(l zxkAYC^0VnzFK_voJO8;>uG{Gz(4qv1`xo;UY?z%Pv~X{{%^v59L`lA8;T+y$#$WFL z_)@vE1iWYhv}}Q)`76U>3$-Hwt1B~qnN)?Iir=3i$>BA%Kf`>AGk1K_`IS@NIG1pK zf4QgE?zvd;YuE1VrxmeLD!m|EEWk@2(jMx|-2=_Gv>z;fuDMps|MIm52|*{>K_lHJ z7KKuvk?v48hU;7M(uBknf~%zVF5CR+`uoT*m#UTDlmy%M9?^TgVyeCBgg=iWRR1x= zS6$f@HA$ctrJi8<*KJ<_+#LL|Qg#auYOSTUhYSx*3vRZS}snobgwWSF^T+PZ#riDD?{vd!3u3(Am}_sc98? zzhtxczf@_5wxmh}lMKUWE36Nd9DDQfmZ>uTIb;4~rmsQsP3M{+i%aIPr!UysE$%;A z<=3Vid8)+P+UpO@yL%%l@{0T6cTWE$BiEQFxEEcMzQ5i) z{OQDR&t`s8^1kJe7%!O8RJ^|e(icj4zEYp>tN)|`->Xfa^60@9^Ws~x6F0BzkzKn~ z$9wS;rgi`4yRDzCQaxGH!;L+9<;T>oC!cB+ubDP!TFCW%VN83MT-@~TQoE*M-&M~G z#>#Kb8oxPOB`mEWHt*qv>98*Ey6n)`k~ie{tdN^z`S$FbZ)twj#Xp}K1l5`MOo``H ze!4j^rDbPj+s+J7VJRf@EUhUSS`y`IyZh)|mn`_saPpAgoTq8$ii-a(RetqerZIeb ztmUG*XB~o9o=ILw-wJ6FiT6ENQ1;Gd{i@A=lO}v#bfxCm0<+?P*_JEj+8@+c z6ML|3yD;~)njNzvK0MnI@28`@{H*cvqvHP38e+oS`Y&d49s@0oZTEk3=j+u)X?hO> z3Yu?%hNB8VMx5Qjz1@88^II>csxo%-+V#d=QeP`}HR$~&rRY0v*s9jIXU&y!7vjF+ zx>n-N{y%SaWkyZY=u>8^Sk^OV+nG6L(SFeu%TvLbImhPI zdH;)?^W@*juUGVL)=66C&a~8(U*26%{umYhsv)7_5PA+VzXZc#K&-6TG2LV*G$uU-zsCSeYAY8 za(~C1b+*Pyw~UgbYMjB#)01xXHVktg&e+D_viDSh zWBJsFN#)^^dN1A?-7!+SVWfN`NigRj$F$b{3VRAz+&AddIPJJHRe9O+)z21fVfPU0 zd%&`-fGL_`#XZ#>3-LfjSSlg7*2y`93$G8Bd+~w*)Z?X z7U?4O&Lx}{*X$iOec)l=(8_$HNjfKADCWX_HLw{Q|KC^Jp}bJnc;V4vA8Cy@i#l5O zZ>WDQ>6a1t>{+S(= z<;2~(}Pq&*6U-GT% zp4#yKQ}iB@chi5q^(Z*)Q}B`D99!2>gTvXzBAaHGKVJ*#!WRG3iuz{csbcPM>bFDZ zS048rt;%*k+Bgouwm)nIR-wTwy$Nqf6u-*?s$((?1w19J>QOM zaY}6JG15FKrIG5{R47w@`+4W5=xjrm%2iT&{Y$0_ew-%xQR(chfJEKHg8ID|6$Aaf`MDFOu1}HHJN;+M^p`ve5kFtG2Nj9mezAW|YC?AI z=c<#Xp04E|9y1=^e(`naRHG>;@2Ci0nenPI{Z&WB>z;~_s}}N#9y6Yre>8P%Ib;m@ z`?Kt?ypsa%B%QB++OfUpNVMgnwG9=imbX={FIKN>-dX!7^NVKL$xBmiELoHu)tm0{ zzLwwUP(}Qv&wT#Md*6P}*!AX7|M@RnU%b!vbZkG@A%6c{E@;(ZsbmCbEYw)$kKlxZ-K0J(|;Gd?r417(|GX|$b~=bVy=O< ze1HZ|-iW)$t9xEx(z#|L!yMk%sD1o^=!VsoV-}lL^65ScT${Ne&#C|D_A6gRqIrIZ zy-KZjxKOF~I`?_(zspHWJQFrenVfymQ~T%Jn00erooIZ0rg5SSc;eZ*6kN@j%wax1 z_jFO>#EU*MJ7)6#U^scmWDaxqxkl}GJ-nZ$uUz|A!L~X^>dDFPyM5jSh$z- z#a1&{y{M_dla{tTd6N6}>h2ZOH~bd*{NWyltZ~o-tKbJ&prDumDnUHbEm+eY3Lmf`l&jfa$M#r_@ow-$6u-^0sxf3(== z>F0RQ*kJ3h$$-)O$1Wx-s_f~_(;KJDG7 z^N01}QHR5z71aXk3Jcp(>a2EKK46^Gnr^|iPKG)BPSon1&X>EAC(YG~GjEK`J~%xr zh3VpBeT&cg*6cfxFzfYs>Eh=F6MvXhMIJjDvQm6Qc$GpYiP3{oZ9^0lw$$wyIa*0_WNb~vCZ1ILr(UKr`x}G!CqTW zf0Fb+xv$6W)wz)6o&nm4rOdi7QmwK~PyGpR;;B9xyX-(N%fVc>gB4x%&aH;Nj};J; zfiqTql~!4J#P#owV~z!n6?PN~++o;rYR{8NKBlUy;vZk_Sbj0P*2&Os+Do@%{5lL@ zjH>iKbA^>(M1M$#JF!pv{N$j_y{Bhw&iq&Na;6~5c1f1UANGM3j5a@T3wQ@vTbH+b zXJ(yM_0_A);HBqxEZFlJGNW~3g%ZvN?5>>nam%lD;!`sY_P^NDF=H!FQJU`7n=1U% z&TBPy#AZ1+-!VOTuBsva)AK6Zb3HOU&dNw=Tjnj;;Ay~JpZNcpu?n~i<$Y?q(OHd& z`8xaJD-!gtnaHr1^EE{~2!A-q`DOd$VCM@p#+Hr$zE8gF(RACV>ElLF8>~R+&W|!k zk9LC|H4jU*Crf zM>0&8bxmKfw>R$CE``UF{5M_F`Z??TmWfQ;XEHr*y9^%nV=_Nf2r6sW`g61=c_q~~ ztDMZ)Fk_YlYu+3tbHB#t{tKqB6g}x1HC1NmV_O}6-hB}Azy9#LGpyW~C30etI4wnV-|XArF7joar`PJ0 zJ{>!+?6DARw|96SdD4hs`i-i6-_CS2-tKAq*mnrr=V#swTP<3*HA6~tm*oMgHs=S& z6bl{;?0A^>KD(7o_&i_H3Z6^1waBdH)eGwVW_omN364%zWDE-BoRh(ZIW+%E%&(5E;REMi! zv7O8FqSLeDpH{^(?CBTSab93YG{+rF7HHQKR4o-hx7Fn{_noA%-|u(Zredx;maOmQ zFqJRZ6>4sFH7qqWx?tjWlTS1Dobid8zVn37<{NpeRjtNV){}*~U4k#Z&;9CI^l8Rw zxnGmw&uvY0W4n{i*0Vg_EI`Lia-TSKliu>miuMifq*bbjh4w@;Fa`K679QWTXzk-@|)_uv>($uPYllmo4`029n=+mEaO6PmJtK9w4 zrutLyrO=r#f(+j!86KCek=77%=2_2n5VqQNy6DkE`ohZ7M9#l!d?CY7&evegen7S& zd%ED^&W+hqcoH^V=lZho)w4Syn_j;zpS*y-%G>MwrYX~(9NE)Rd;9rG!`H8wY;Bfm zukk+L^Jn|{KjQPVoLj&0Jl{X}bG#UMg;M@%#k8tjS?dBIeyF!TzW+1(kHrk@e=mq$ z`{fR2UQYEawm9u`7PU*IzS!SKOB>ySt-f`G?BGuwg>chF^bss)-&Q&iyf79H}9{KNLca(7kM z`Pqy6@17wZezqxYyEn`F>29z7eLO17e0l%0z6*kjuO_`~sFkkm+F5b^YfDqrn@=@f z@(=UpKh%$l-Ug~^;!j_*{FC|+wDWHJo)w2Uss{ z)PLRYGtcmYxX6o{mO0B*Z$X<`#gWl7V$!Cy%zCqIW@M7j=lvgAGoNiRu%02%2@H;Nb2N?@YJ?fo9664 zl|G4kar&V*lFjvwiMGz$87^OgE+$(4;k^#$B*odLmvtg5+8*7v-1EWb#|7hv@88cE zuh{?D=ZE?EBNvSezx6!azhJ|>g@4NV^p8pIVg@Y$@Se0oB5m37*WI)Kq@6ruB=Y~< z!`4)W=g*$()mMDE_Sw}%l2?`oC6!J3{p`}Bn?1jbsyx$!rd$ax+I?-V?v>1W%U?0`OPnHHa3{voA36%`QGD~DQgP%&3OGX-c8;qW76ek^NsdjJY@6P zW~FuHl;sz)`rm!3DJx3da^_6HT*d>N4;_$vaUiPg9m6tk+DzZ<{7rhk-m=ht-ap^} zKQw*X!aw462juU5omASrY}&k{iuvy^zlfcr>Zx}!R6W_<^Vw2HGmb|(w*8W;!!B&< zYves(_i}gZm6SxW;@$J6zj`sl%KF%a_<)Gx7k=N#0QH3or~Gqz{!Onte?p7YM{Urs zJ~UEtw#M1%GtS#PdwRpad*{3(cz#U(93-u4>>P5ZX$z>MBJ{v=k3@FkQ-j@$^i$Z1pU`%5bJ-iTbOV6eaU-s`dni;h2ankHY8JJT*|+4*UP3=$&Oj6^^|nySG7vLNd8{iw96T|xzq z?=h=zpAKLEttn}g5||Z#!bHGJH|o)uD7LRvw^o?XJXUjl#;UzNasPhA>8QQlv}EeS zvvq}6yr-$0Rw>M%d~ki-W*hrY@%Hy;v<3fd<4Tqk``5H#D-UE4L+_RQ5a+4lJUN|kC^aJyyet3H)&ZSDJe zbA60Gd{w)QqIY@e5c(h*K^Tg_Mwt1i9 z&w~#@X3pn5=YBSIk&pb3RX;PIY?}2`Gf02urnvO{oju3z9&*$^cuMA)7iYwz|G8h| z()LJHrGMGC*^-%jsG1L$p$6=yMMh8TepZ$d-$XLoz3*4lTM!hvHcczFKCCZ z%>SysdfNxrcK;FoQvOr_ME>XaH~*&pTrdA}{rs2u?<_$H`|wMB&_1h(w#)Z-etz}Q z_rAHum)q&W3FkkqfBxfo@t@a>=gn+6FJ>1+6<)p+-(Rxr*D~|NKNgvX&6s|3#dOP) ze^WL`6=*0-uf6@R`<-^a-iZm}#{&6vjW5O9Uyfg54{8l&uyVi(!_ONug6zGUripHu z_VCN~;$N>V|9)+VuJ+wzaq)3ZH+RFlu=S!lRIYXyrJ1x(Rf-RLzgb7Ncy(a^ubZnB z-Q<%#SD8g?FT8$w_1;PHAJ@S z|Mfuh=kxDcrfh8}IU@S%@~g?$W}e&Wac)6A|Jw9~_QEp1?cG)ct!rg@AJEJ zlc$H?x$4;b#GUC)I#bX3C*bZJ)0>z7;-x?hfem_MYm%2OpPc{tkRjwqZuSG8*?+Vq zZ%8`Qn_Tew{oLeN`z_O04%D$7_#u5aAW_y?;;nc-bj)vObei#Hv4ojoV$&W%kF@ya z5%Y6e;o|)_jrxA=)_uI<|IulMA78(iKJ(wBWpj8%uj$YEw+Xb+J>KH)TC%bISp3SFm+x-8eD{H!v|~WMc~ir`G8V?a`EC;on(i7j$LjEH zTX^VJYjZ55vs?7NGfo9a&Rp7H&k+nwj2Q3HLMH*9=m&;1K*n^^8F*e&O{VfSi5 zmXhttCphvB^W-(NZf|UkhO7tX_AV%}F28qnY2AGV&QE_g{Vro>-`?1K`@q4sphXi$ zvwY_{$sJ`~a>9S{_g$i{{>NSw$_G09OW3(gUt{29=;WmcBe@ z_wAq6e;l=#Y$ua`sr|9fukD3tF545`w(mG{$6=#H`j2z5*Q%aB1hrhAyS|L8*cByS zEzSh9y zM{rerKc3n;L&U8>I<25vS_`~XszBOe2c!iyeN&XMuYdU2o7=#aJTNOLkWN^=re^k2 z#XXlJ6>bDyb<^+vv$;!a<+mQ`d2wO-&E0wT^mJcjn*5fN`s!$2@$22!Pp6!&T~yx5 zYrONQbPy;TeOS92yjow7Fkb%NuM#L&V_F`YHTJX(nS)_3SeVAKP}P zuxT^@H<~H=GIz#H-An6uMY>bkE=R-nq^!{uyLrYXzxc@dZ{W^;m9)j))Q9T)`zwCb zO1AAUm${fT=c3LtcWJFN_h+~6SIAi|3U118VDkL@e4dD``vLa)KmY&n#{b=@%)a@f zvqASSYXfO}mdziF4W!)-q|*(gb!YU-oN+tk2b+j)De&Xa*njr;;k$|a{~G@PmEKpv zeSFi$=@DlC_)aI4hew#zwWU7pNPXOsy3y!I8&@_*Un+RaO+ekm(Fdk|n&$C3KDJwWVh`A^qB<{HxO8q(<+-P(=3qSp*%PPsLOLS|b&RPB=# zy&I;pr2qf@{SUnl7br>Ft8Dt{45n`U*YC`c>CBnasRKSpV=J7`>_JWq8eZFy`QU_e|TFhGVURq@D zEmQq!a2QFoUB1EbJ0^MB9h0f=F7cm;=rLS&DK{+ps7C$G2J5hRH~FSG+c&fCm53Op zIp?n~*ZaE6Jn99vK>gbpg2#_Z9(U_bRzAKFH1O7%Y|)qcQ20=k;|;5{kdigWe>{Nr z>Ue>KbYtDMY4u)zPV7G#_aXP>Ws?bp3%1Tbyxiz$MfGH+=W%U^|{`t3gDxdN-KGiGsRIMraf3vK_;SJF9 z4I-A;B+oE;e|YO|fg6wif6xDM%Aj-cot770ju|Z2Z_4wnK3(F%|62yi=X{OdAJGTR zn@j9FZziY!oj3p5vCj0&iWl2_%xhs0c;|_|2~Sw`4&$Ex7YzR0=P`bC&*X7j%Q@K)A+v0WVT7J-xMH=1R8`3;ivBuZiIBfdBeSB}{<9k1aWA+;` z-Mz}K{N~-OR>2qV;v|+%e70=nvqx{4rM1?mRwUkWsdxh!Fv%+|JXKp~)w=SUU`=)I zBMbAwIkWAK?0o4wr~8-noZ0_)pDz=9zD)A@qkF4(MXwp{F=7IrQethdD3dC%aZT!^ z6XhrG^|I}aIA5@6w#7x?4e{UJEfsu`A1~GT@7q$rZ~sqEcgtkimC3eihk7yd(Im|y zje6Yg_kj0)+DNzSVxrk`q`r}_WcOu?7S zBws%Azv-~?1CRTzPUYBZ;Dz%1d4*o3)22*&yYuOh@*8S=rNZsII2W$I_A0aL%Gy&` zww#DsFr_K)*YrPbd%gu9JDs<&m96Uiyp*3tEieDNc7JF1;jnJXo3C2BFYT|M-ejA( zWLM_0T@ls^%tsHI%z3rx19T}`alCHlEt?BE?}R;Tx^o{Tm=|uau5Ysc)SkKP(95dV zk)I{of6*vEc9iJe|?Xh+vT1V z^Rp@9-W$L(1S#f)n@)o_66HO6xc}qJs4d@_&x3}=Z~M-9tCp}n-1B+-X@^wiStk2? z=Bb~}U%lUJ)W_-H z5KubeVc#>8`Q9JShT5pTJj_-qo_d#KBQ987xjg4*?$?8=;m+&NeGgf`KJkq5gR{mD zj(Y2v11qX8a3QygtvTg)P#3y3WjCuceGQ}sSn)i|EX_HwZA zjhm)&)P3(BN4EZ+R=s$)_sx0dvNj$U*%hy|HE?}L#Bpo=$_po~FB&Veo-<}W=DS{6 zYfbu(d2#URp$Ku0{7Efu3iqD@S9?5jEZNSzJe;UjYj$RdfBVcY{)f+aG=BDJ+&JYC zTbHZRVe_x>q~jeYu-8*4D^6tH8OZg(%MVCuZ1`jAtaJT65^SbN9SJ1yoLSYO_?)ZMvo&be7^zox5J zUdXmy{HMdi25Q59=+RxUolbYwnpyfx60r4S2T!^g7Ce)%I2?EPUP@k8)%R|(>v0uq z-Z!e&mfudT=vu3r$HBHY&Q|D2{Zux~ZAbS>)XWP@edN6{EYe{6>+G+ez+v-odCr0e zAHO+Fu+wCAv>cty{G(#4{tKS=1CS%3*`8Hdo6of3FfYEWKl5Gu=|5s#i__gW=A?7X z(FLFGd?*vvE;w>-v8M1x-bn$U7Og3ICSp;{HOG?moI~T+T?*=Q8aq9zwklLPG^T#> ziL%h}3d`2pQY*Rla*^KB%$5July99fEjwMfDo*BF>L#7(+{=xU9vCGj{E?8>>dE9n z9LzJTJzjU4y5|I$L;Lcy<}iz&Yvg`@fOSLO6~V=pd)bcazjAAw^ITnj@%}UZ|I#I| zoZb{K^Z0AL;>&8TA0mRHMZqVy)fg8% zoZSd%KHt5={iD}kJ-*00ooo4lRe`PNa`g8ce~!X{okm{wme8= zt4a9TzN6dU+AY0Nb)EI*d8c=m43(MmjG2yEdzc641WE1_MvTO7k23V-*paRi{+r?C zAtM>^(Yp%QZ&z|oc=vV>OUKW$xI=Rf?4L8;jU^_Hr6<1zygDKX-1dGb+1J3G^EuYn zN0@1v$@xVy4+$1LZjro-|)i(U`*Y2)+ zt;!D|c0Aa2Po(=({PfjIBH5BU9E$bzlIbP3myPOF!zGdxi7WA?&axj zmCN3fm!AK6#)RpC5p%*F#%-YHDKq3)L^->S#ga$FwU==+cr)#kNVQXk6l>d}2G;SiNJX|0~rh#%aC$|fX&du!LX-7qt@ zkIg5uJ9^GYXK?ug4?p}Qq-C(nyu?Q^HKG++Wk3?DKPcP<9 z{^(&Ozg*;k6`S|(SI#e%aaPW;YVa#LbE5urPr&M@`={nJf>(~q9R8`#Jzrp5V&Q_! zI;)>rHxJE*_zo0?dAU({cb;VO5L?dse~JHU|C{BK=0{$xoe_R{ee1q3`Mq-6bk1F2 zsEFRXepmXkib(4dhu&13GT&!XhYgK~^<>|iR)-Nf-~ zt>-HNTfSHR%KnqCoL;reOH3>~qx+Bek4-h2CO<{5hkWd*HO`b%|GI!(eXEfFPQCfp z-5BnqF~sOH?mU#P`?f zDYnM>3}##Jfp@nFKRCu&z%5_J_S))Bm0HaU$u-6wz0db>>^RFI@j4gW5V3BMZrlOs z&+XWGl=1D)mnl2qD%!w0AG7SJ^=NRcpKQ3_r`ejN=hNyQNnME5a~MHm9tAA$qcG(D zXw9D~u%RaK?W&c9EO#uJ@?;pz?_8X{*?XV6ZOzp?O7joy5_Ekz|5{*)VWQ;r=@*Z` zS{>HYG3&P4oBz4L*Sqq^e|dB?>)|e;C~3ih*@6aqY2eH(_TZQxWFtt#zKF7mCib!X z-M)`|l^+}vEO^YZgl<`I#yF?K3~+A3g)tTDa}LL*hf9#{$rLOTBE~=STb2MP53~eGt4FKww89 z#~p@C_m&-q;Qe97+U9#~yQYE7h5X>{lz-~Vrd!W2nIN;Xpot%1kyXVec@IU^XZ|#x;waX4vT+2i2&BXkDwBqfb zlAVuK5AsilI9=k`XubTvXZ9WbjgIxRnVSEZv9kSLAN;^B>49DHgFM3mb%pQt0^1Jr zKo{yglo3C@?B~POs14TXR?82}4SsM=^TQv;cj;;u?w|L$@E|YE>8F1BGCQXScFqYl zJ-a~jIR&@$@4;p(WfRw?FAF+$vwHUx(A+-Qc3FkB)9#Aw-x1-gRq^aa<`>7;``K)* zFU&TtJ{a#df6=r#=S}~GI32p=n7>#&`fAwI%w79fWyLu%W=&-JK9lKj0r&__kV7EJ zXUC4CQ}aJxzPe@BYzy!L0>4J))QH z$QWcp2m34EM4b5{t)e(1m=kyvmU#( zP+CK58tAOx*UFaaqPDw{ z>2>`~on#FIjSEI5e^?WfB_UHH*BYEpAGjP^tnr;uD0$}pR(&1g_TJP7%zr$urv4AU zvvcX4iLJK1_l`|}olh9W~Yu(hjK^KF5yjxXQ zQdalnOpB+n-#1X46KCU$-@#(3!YJn7a$S-0$dt;)+D6BM0tX|7FbK zB3XRqw%QeI&&sO*Gwr?3q;)?$ZE_*ICN=4jw(8=FgLkgAR27C_j(Vf1HuJ)ztFM>6 zIg~ML=MpBd*xLb#zRu>%mp|}5Y|YeQZ#(C`nR|JpQ1i}x9~*_TrA{?I|8U6U*`)14 z-P30L{oif4CUe6c{q(98`;)7d{Z~?+@uy?i{#hGWSyrj_&FkEp&cnvm`jrRdHbcum z9-qVNE!Q8P@!84i4PH9Z1v1TOhvbjEIi2(Sj3f9!jQ?immRvN>{MPgEz=93)7RrDQ zNpQ9_;GHk9t~)y9!ON6)aVjPv%>VUkUP^W~K4ktdH374V{{}Foi&-6_GLK7>s z{=So&lX+O@iKbn3IUIjue<{z>1E6Cf6eGB7yq)xR=+uB#-*|zoe>TZHl6$$xm!=b4 z?fmoI-luwXt$Tgef-C*Z%IM4W9ij2QuYS7~t3A(sV${Af?#kY%%g;77ZFzEXacY{^ zD;^fM)~!6P(CK}y#)Y4=GM<=wIDMVQbbeB6ss`)4!`!D2+>8Eccl}vc-15cN{A*Gf zF1->wHEBzj@0v-=D_%=3IFKavy*PRIy?uG-0~Xo2&eY8Qym0repgm^3vcAUemmj@Y z1X>Dqm&c}E+*r8vfJu$h4*m3HJ5x4nu5L^}dB}JQcm=@+u5H%mulU;r+kf%-Ykq#q zMdRFWJ&m9sRGjmzyB&1Ac=UXMYr4+ejcHDMZswF!FE}!*E$D&e9s}NYd*9lX7Wz!A zpV3|^Rm*eo_d3t^Yb+b`X9v8m>uYL%wsqbjpPaUriOo;8a0K!C1t}EXzWQ$Fn_n4H zD^?{K7-+1?)L;Xhw-5l1;q2{G(;vJHlc<=cW8-Z2K_;$(&HT05T7|dWc~{H7)#+cc zHjH>vb?N-<@4fn~_3X>@yEj$-%uT55-=3+E+`^;3ZugqgJBwaQ*as!p=TAHO^nV-I zV+nr;#LQu3N4H4Dq?Q!B2h1whjOHaLoHyLS{>tk4oV52mubxl2nRY;-z31kei^g}) zOMZTO=7~GUn{rM^wUbV&-?wP12Ammf=&mW+cN@&DUuAZtvVQwa@D~ zziu}ceo>gVX&$47t-sH7?Oc2Cx%_kfnT150FJODadGs#ic=9#!x0v>ND#bgd)PYB2 zBsV&C7;Z-GjneW_QYrLX-r$~4g zkBsFBhqm1j_rEo639G$S^)-NB#Mam;!QMF`Uvb0o*^LXCUrX+ioKaQ>I*rzDE!(V2 z;|)H%VlONG8f}*!m=~PDf5&v|g~<_)*{9Msuc^Gnrg|)Bv$thy5cj?tl{48^mYe$I zT|C{9w*CA9J1v%fm7?=jJ-KyV^DIZxU!JCqy!SvGhIYwT@aelrUHbI^w7^$#uekGB zjf<=E#WZ=@56){&IPbWj{q2G8mxc4#_syQS;LVY@Us#s>+BhCcWCHGhe<;ie!*F@44Z*%8g>7H;h**454TdIC~^9bWk+_e<2Rdzr1DRho~Mn!bGF&i5vr z?~N||w-RFmUeMZHBM@W$jh)8tKkN&ywm{a!<(&6dPyUm%;33!#mK@(W%JM%;-r=vAem=qQ;qDr?Zsz}b^Es8d z_>8%}iGjAIL(cGyKEL5Z=iKG4wl5=pgVdSezU7$(GmHM1^8R6%XR_C~`ScRb zSmQ?z3?3)wT-*c-&&LlA6hg!EOUlW6e@affSQN;}Sn%=5u($ts=^<<{lliD!+4s-( ziD^d;CaSGE_~^lb?~p_3=RLFl9ZEla-;K5A_OYLTgo3vj`ZY5zKggI_;5%vVDf#$M zA$zkeoo`{QqRNpQqOK=C__H|AILpBCmJfSg`HQ z<(E&&(wj|Un>;@VbCm7rR(F;=W~VEZHC?UIcmHpu>yMVpPB`NAiSz7M0k1F4vQ;Is zCbCugHh(O*$tCve6!VJ%R=mp(f-Wq7kgi|3>FKq_-)~M!yrL$&{-Mc@VyQQb`^t96 z$8z4(@7}rjUEUjK|3X3Y3H5*CCTGuOyWH39t?Ah_*ZThEoli32y}Wnc7u)#d?@i5R zAC-B&NwGct+o~NEG5?{#jbe#2Pv)LxKe5xdNa@RqBIg^W%#%A$7f8IZIV|p<`@X_i{wr>ADmKS?$Ze+{#Y~2;UVTO($SXJcf zxu@C7Qi`yYjE7gGol03*^p3 zK`w94IUQQ}_=VHlJr$q8R@**5C|B_z^Ty92DV7r^1$8snHf5gb{*j_@v}4AsfBwnu zs|DRM75#M9mDSy{?{TomQ0Q44b@7me?}MEO*FZ0s{4AhWxWVXU;fC0GOzejmnI9f# zEMQ2OoocQUeMREw{~srPn7`fIdQCs={dHA+FPl|(`yM@_tSN+aEtefU$&e&7@lVRtK;#K!8cHJ@vd;kd?ivqbd z`wx_QFn^n_=zq1v6B?=2JSV+X@ugyq|ZBu6lU32ruNQV9KgWQYZxsQrF z%SyT6$3oqjL z&cBtXpR#R9UF(WcDV>KGf<6o7q&yc7?thW^X7ZcItIs6X?wweAeBZhwjGlA8+*a9A zm-((zM#fD}#)O}58aw;B=9zz3KOM=m;7|L+SfnZJv)KJQkK*3OlOQ3!Iqd8Q*89#& zUmJPo_MOhIrw17;4Y(WSj?HU#@V~wP%dM32I@y!UP3QbR)6v{~?4XBt_?8WJhYJfH zSU_$)Jgu`hrr%HQ%8_&nUcNbO?0(J6PuLE>GMSlC!W=PIO_=vV@?NW(F8(qCYy6)3 z8Gm}faJ592pKlJk@lWn2ouFj(g!##=4JG%?`_>)vT)5>xWx)d*ivl^B26p}0m4$f| zJsp^$gTGz9vD>xm=FaJlwfAyu_$sO4Ea>bJs-`+U$xOX={;_-A`&;(S>D+yy-sXN@ zzllYLR8Rd^Q5~JdiJ!#3<;S*NPEeD-vD5r|M*U*Xb(0rsH-Zbr2PPH{WgjvbJ{C!3 z9B^LHo_WA|!Sapvyp0#K!GY%%v#aUok?f3((A%rpCHHKf9-JjSv+3>LlaTz$ey*AM z!F4g`Y3@=_^<{svHeJg$u(vpMIX_9ZDs(gF(ncqd+MN?yb&l12;w*pRpM8Ih_s*vi zy57vWWw}HWoX*s@i0Y{M9WFG;2HobCU)!Mb`Lzz8oNrRukM#ZUIBNg4^70n`xyx!_ zm~=GXFP>%b=)sCYgLk@NTMYaTKhdAC_Oe0c^G}RLCnqnl{ZlnL`TxYr4^CtjJTb9Q zs(q{Knk4LaN5OxZdQO2?;J;$2oCB5@E}N_fRC^)h^)mn1;h&9nEIvJ0QE3qOaR(?# zRu#(Rf?PA5|BcNKPg&(urNaA5rldb{uqaZHu@vaz$Vv9=UhOwWVX0@>&W--Mzwhtn z^j=x9=Ud{Nx!fD?w*;zgdAWS^+Vczr@5=Tc%~<-mjIZS}N6X^0RWqbP7D&#MKl7yb zwDolU392kx6ni&iv^~DFf&aCk4CI)TsP~61t&h?)l4hyCu5inG=FCk###<+gx2xvJ z30Ft{tyyPuQ)Rx|`nd<;GfX~$KU15vjo}PHMS=t7N|IU(=SVy z+jhMxVeb1FyA7XbsI4?Pb!2*&n%`k?kQPa;*?&+za#D&_%p@P#O>VxY_BYk`)%~=+ zeO-HMRSb*Vw*U8gzFs*QXTb9!^UU-=)ed`}T+^PS|I}uVWMaV;0}1g1qPlC&7f76W z!uzE2e1XIoYyC{Ia~fB)70-jR5y*Ld&B{;Mrt5e+6#wnnJ6SM#zT@wp>WM$+HA}{9 zYJZ}1D0ZfiO3b@(ldCyiJhr~fk&|ZqS+A4z_gPH2*SAODfVg<*!HGnJ$@?AV9Wj<+ zGych7sXsaSe^tq+^6k6dLXO)gl8|A%cB$cU-Wz}BzUk)^RJp_qY}FrIa?ZGr>Lwv$ z%5yC1ns!vg^oJ`C`rLDvw}Yqs;I7a6zC_OtTzT;5k%{I8Gk@^3ADnpjL4@6$^b7y8 z=4qD9oB3ud_w4j@%(Eu4y7vYb^2S^|WW}3)aN>nKy`YPwm{ab*pS8`;c-EKcwUhUn zr9%!g+3=6;(_y|%%VVuJPS@SOcahLrYrD>kzm|UKR#E@VlP2{2^&F@24XV#A(wbg@0!zwR-IWN*1g)j z^}OZJrTG^w=RZ|`Y?5%FJ4ifocFn8lXCJyY_$SNn^+{g%H7-XF@Kw$ zE!_9~>{iWQ35!ggIXY~9GR($5yH87>5T5=}BBDHQ`pLNHnLpCr#qDl9c_iI}!%v1q zonhn^{%N5&*Nij96Uue!1%Iyg zP>D&N&*(olP355HO@9aqra2bu*Ww@8)KpaR zsQujZ;d$cQ%padkzAb;qzw6A2#>vkP%(%04QERDWU8xMXAf3+trlyJ~eCCfg8{R$P z^-;4sY+3L~#)9$s-k8}J{$=HQS@g!P^*zvdKX$eo-y9Qmx124DT1%zQH3~n6+{hmD zcS%x#(;3^D=@#sMbC}i7H3}D8-#p{S{!!gV^A znwnkj-^>d=cE(K)mN**7dB$8k^o!>_SK3;0z4v=QGpFct?@z5drSdhZ<60&pYWSLh z4|Xbi^}4KD+7?uBzR;ZaRQ}ELS`Yi*uV0}4k!Ql=8O_=Y|7X8EF1F_Kfrco}O;LJl zzwJn~wBI$?O=yk@=du3Ci-)Rs)xr7mjL969*XNQCoH~0yK`7>Mc$T@z#<;_t1&>rL z9K#AU?M`?p%zp9g*V`M{vKd&}3#Yp-<0~|sZT!vP+a}=`;ij#1ZM)<5}$W&!7JJaEHmJ2TLLi(n{B4B+hMn02)|+ytZ6V{>ILuAMYnT>UREA4sNT6&9UJ2 zJCUWoeAcmLvpfSX-v~)IUSHr)waQX=+BA2uIi`L`P3v8`ADhfXGNZC&^5eo&E{jf{ zth0vPRWgV5IqUpP&aJ1~c0adDWT`a&CX}%x??vGJG)vHU$TY}#y>8(wBg&0+I-VXVx3ZWim~>@IK(Aa*7ye-HQ`#{N>X z^DovsXxiN`J;P^C+vW#nA`9F?s<)akuGt$mdqK*Fr?*%lkH25%3-)L7&dH)WYT3f@ zO3wO+=US80N7WXYbK5RI0H2%^QO{iIR{Q;0f8zF62FvzJe_onexbE5XInyUerDfUr zG^_mG9+IS!$0=ysHt!pAip8Ti&A)0tpMKtcyYk4v$j1paj(b2kVxAbdmbzRZv&LGV zkzc%~*|R=0v#{Wqg+;N<9811)4dv&RI;LM&;7b#{aQMb&ju)A4{FN2H%$&%U-s^qQ z6x3XFZa@?sd-gBdXlFd@hmc_Gy#pzajAhu<`m1+2gAU;QDR(!I_sI@O19jlsf6|g!h?zS7QpRw|}d9SsAYD z-f3<$t*>69x^P{bZ#L(n$+<-rIM0aR@6SH2WH>G7#k9}6lqy>eMjlR>b1rPdj2}Gy zJkT0y#=+^HdOM9i7S4P-*MjGq3|l&1v+;)O3cr_$Op7zIVzsY4%**TKzxbuA{>S0d6*pu z&;PC}dTe@XNxsutpI{4Ky*X^+e$Ct$5~Pam^!}|p@p1n31ZFuCTi@o(3pn?t9XaUw zIKgK5uBO(tneiMO{~r3c_IiQLnJ3KF{iQ_@;``&uo(ivjXtM)y9mG55^@a1RdVgQZ zzO%pbtVc_?+M$Y-$GOBN?`#uJRLh6l^%^&g^KP)(K8tkahleH>JoMO6pc12S_q&#m z+wavL5^waC6F1bG3+X8f>doSK%(H({>sQG*^+f{9b{B%%vY#h=U9KwmyI^mrBwq_R z`=M6mhfEGXv;^FKuXd1lvz{r@px#bMt8ji8uPpi82>%H-6w~>1I20lQuBCo>3a_3os zoZ`JLAKxD961$ddA(Zy%*weYE*-sSCe6#cGgH+EME+%t0#Qj>h)ek)tPN+8jmTz&^ z{lw2qsXcE^ARc$zEUKfnTYa8ljD=ttxM;0hF?qJYmlwfvr!3KgY5pbs=cBFqqWJtx zJECqsF-qOyAGt5=!&aTiR^t50_w_B_UaYh45?HeItE9>mzpxcEswH&pRmxrIaoLff z)Wd!nlnW1c7AX3ZLrO)n)f<+(ho5?KHTa>!jsk@k3jw|NLN}(LuW_0ne{CMyIsfE( zF^k2gdmMH!1aEcN@!`#bLz|l;U-xdm2Wnm=&U`ypMBtm;=TuPGKw@X9W|KdRdx$s6F|%++^pLEmk|1vcHXvp7dtHZ10;hmGAo}%R5h-VEOf>&XqZShaXsd zda$a}K<-_{!9#iTw4Q@T1i%4!`SyV?FPvsH>^)Uj@Dz0a$C~{IzFuni7Va&4BVNxp z;s3i!A?^|}raW#2+nSCZNv+5;m~4LU=eeiM*8G`8uNN47R8^LQG=g~6$*_gD9P~b8 z%WACSs^m9Yl=0gp-gAFzwyw!=jq<5s`#pVSN#w7o7dL%NOnY(p#`oU(b9(K3{J|FI zzpPQ_UN?*Naqn#HsEFkcb#{Du11<9THb2~7Sh9(C<42#T8as+aVl27Vb!4TkJ!$yg z&urSByS~kFYG=O(tL~k*TC?>d!|zY(W#2#5YG2X*`SbtZ`Kgc08=8Nst-fz2nzZ)u zPOFmHg6!eF&4q5!2a}9I`3^ePqSL*JxB2Ufq$7ve%nfGl;5~kD>f;AoFL$R49yy(@ zvtCv4!eNsKiWe^5n&0a1!dRJq-7I$HA5oxY2RJ07LH(EFe7}1&&7C^;eq@9CKbaQ% z>*lb(&i`=i7fWcf{&n>?|FdeDWd3~nW%B63szQT((<4Dmc75@K&@S5HH++`174Zd1 zdlS{KrCac>o5QyH+~xVRs)e~v93P}VD_!pV;Tzu%?#PKT57`D|-0lhnH+-!BrE9)j{A^%X7#Wj>#Oh*XQ2;ew}ad(q8R1-@+oP z7)y|6!WZnGvgl5)ZGWTOv42WzRks-D9(8zOqRh8WiamMn98n#$LWARon#J$Czn0^U zlWeD~c%L7f`uV}B%7V4?&zXEZJd@3vJ^rl8*ZXO+1UbTaTLeqjBp4P-%~L${q_=!u z@lS*1{>jZnr(BYxdQ|fhj0&arTC~{@{gRGhSyi4~FSlaf95(v~*IWL{^-`J5m$wLV znDe$29*Vhm$ii3o%(w3C_bR|+e0ugq-Yru-_tzfC+bOMn2y$OT^PkxF*%3}(SN@um z_Ed7A<9hSE_f=ct*tR9Ecg$URe*6e{KA9bobHcZx+jMlDe4h zrgg_eG;bQ0`8*}iZ6z(Q^T1a+T5L(`npD^9x&O9##PPhV_T{rzCtBOj|Tmv3En{iAwRBk_L`xaG9{#KvpV`Fo3h9yq5uY4gMlMlVZWzv*s)Ty0UPv1UKxuAZgU3H2|H z=I!iBtNbS=cHAUaY4m%1J?pO%q zaa43q-m#f&=DQSbQ_b0IyiT9zE;@03;gO_MlWY#y{e77)`#PvtH#PE5P2r{a6TDuZ zj51nQSNp6|<&K-m9TTBEF-}lmaD4vz2-c$%iu6m9YHi7OnpVs_x$|~`${h=#Jb9&u zX%jZIs3*-y@wcfyoBM0}jwS#0J^HjTk>`uaw|wP?W=ap2O*FV>8h0@1k%^5nypeHQ zC40O7sU`m{b?;`wt}Xc`{b%Bj5>CzU2Z}vQgXXZkiPhBGIqPtc>ml(|pd!9J>Q|fF zw@ZrplWomSUi?h>yK2*v?mxMgUY=eKu_o_T*p>}`hqXD(=P5w?P@lr*uJQk+w$sG( zYt9@FbH5g8^+US#FN}XW&p$c;m(M@*`I4Olmt7?OztN8HQInb{e+OCxrG3bo^k$_` z&HfYTt$5*Stme+<1D~IoR7{;yqglB~@tgNSwNTrG^NyYMPk#41^sbQU(`&Dr=ZZ^a zf@A9O)(4=-Ry^^o`?U1*ay@y4<5mX`R(&|Mu{-tW0ey{_Smm$$Ze@!iy4u}RO3&w8}X zZd+CH^;wtLwOk9qv`=iGj^tVhUYmQ|Y-elq%rDYDY6bnm508PbGEsaOYqhj^t9;#N zbDq1t%`>KH-JUfe%g_6ed3ygz_7hJ;tl6ea+Z1qf)8z{aS2isPI&$$>EZ6eRrW`z=m=Z1RCsZ@PMN z{YIOGe~*4@d6uu|ziCCk+~SO!V{cz{iCs(9;JNncNODG(!BqYU+1mmQ>h^A%k?A(u z$EIylg08;}+l{=4U!FVb&V|i6Hciw0_tO1ePkgfGi~Dwm_xp4H%LlHe~A3 zjo&k7Fjn5ob)R|k$n{m{({JZ?-gck=@m4wy?=`V!tV|^dwQXq};7$GyEw3alrdBO$zM(}#^bB5ekn7{r-NCJZxtpTqU)*ASi>vom$|K_`Y}u8M zj4NtyU-c2TpOg9Mxv}q`?K9PS<0fypE+Mx@S1oRF!|Jb6vy^;5n)&YOe!DBolRq=& z%MxF;Jm<;{)70~rYqq=ZUmIT){mXjk$q?opW*rl?4|-0PdD~mG?Ef$6i#x>Xh5xBF z8hn{w^!n$Iz*$Q!?+*Vo$$k3CTd6#}Y}~JnrmzK9GFLt_n!@(@f%?^NTRQa_Kda>> z7!^u(HE*>klw7dB_R@=`>z^okHe~zRF5D~e{6?{X^NPO~-&0mK@@ohse6QwH*`mvN z|G9nd-uF|Slx%_2#9xo2&4u2G>B z*b=F;@&3vk(=RjdEmH*bxddKhzB%u#P%_KPs#ot&_tX2}5gXx_tu~Q!Gz6A?Vk|P; z@j%*LeD>a2*V#TbZA^)}{x!=sbsj6Q-EzG1*qp!S@&%R`L(DGDxq9ogw{-2Y%=v~U z5z#(sQeMp~_k27D>hD*Yh`Q`Mc;s~a@jYvjbCD~TRjqQ@AS?%aqs;x zyB~g;OFXB(P-)MqW&4#c#QuC*&E!h+2e$eCx9h(d9aQ<*bL)wD`7Vo{6Irceo5Z&- z){c^xpZH1qMA^JVaChBmXEm#vIPdFSjh&^E$0Ij9*16%Rw(ifmVEw~SQ}-H9pLVDB z@B1*1Wy_+v-fTT`)klkW+l$@t*Pm~?a6jaxi+}Qam6&(mzdpN>FKorze7B={?z5#c zOg1#N&drcP)Zur`XL~O8{Uxa|`Nc|KwYbBT8y?%-a5Q=+x`gq!w+HjL>l4_d_Hbw3 zIng}#*};gIa#rrs&9cwIV=NZD&kyb@{`uH%j@!YwpQ|Ih9$WC2&0)7b*DQPB`s%Bk zZ}h`K4XV;Z|L(`mb(45w!sBMP4b-!lCFk=LGUR<&WnoP8jpQ`*H;1cu(hv4+PGHY5 zKT>CzxAyO*?Pk$)8s4_aoqo3A%b5#ZS9i-DvwL>bn?uKM=8}4yX+Wx|l zM@HXVmp+!cQONhkg1ziOX0YBqj~$Ai-Ocn@zrPlzByn@z=_MPlOnMU-v*rEq?Y}j* zA5Gt{Q{n&j@{R9zF4oPT^*z_qaGt-hGDq30rAeoLafwY%XbbCF@TpBcKenwofqhE( zB*BF~DlG>p9<-@lOSj-ClVPzw@p&&#TEpu&HscHbQw^B^?w3B(BXc8@uO~ec)RS?( z+>{CHi`=`t>ENv+%iB!zz(XlUEQgmii^_9&Wr(d=GdE z2I455Z>nB4lcT4k&-xg1^X`rB&VEam#91yC*VwK<=YU>_AJ-3PvW4VTA3Lq*-w}q|0eAo-fg>i5h$7rH$0ZO z!MMzKlgi2Wn?!CJ&y0Ti?pWNknL5F3XZkno{aEOfuAshy{h;D^?|sGfdt={BJyqth zF#Shrq>1V|D_v&oj~5@9#!XJpsoC7r+FCVlGHeJeW#*^1((1OmF1&e|o13)vSTX2g zi*F}l^_8SH?C;6g@PBm&+wXegMIV*fzs+KP{B#qj+I}cA<0N=cSw@1*ex=!3-(NoY zixbXUZg>t}zoE#xy;WuZGdZgt35&k%-uT|UeW_aXGNp(9N9SHReB=A<8>!yUe!YF0 zXxLsdugu}^A%&kUF~6l>UEX~AX1~mhY`&g~Dpu~@rJv?7gQr(b<}klL_w@Gd4!4;n z=Cl8QXKu35?=aXd<>hauo_SLLME+v(q)&HmOn3cuzV`2n^#VDp5hn4MF3n$f#^>ns z)F8dHW)liliaX?6niO5o{4K~*&D->G?=>#5$wxcWS&b_nLuPW4R>jsecW&SQA2jr2 zBEwqU*YwqVM@QhhWB-iYDrcxIH#~JZ|H40&GfvwjGdEl}kvMrB+`i!bHiyl)^7$vm zPbHt1xQi?4ae{}HmLHsVIpHtsy$`cE@9q6G>&L?D3;xcIGyasYzS7{_NA0MH_23zJ zNMo#Yn%iQXJvkNX+#=5p&ikBjzH$TmKQHCmyEm3Ee9m%RCidl1nYZ37{Wca~PZ`;L zRmxDiQ*rCxd8Oi#nG@No&o&FPtN~3(e@*}ouWYw-_$H*|SL1f@-jxkk4)OY~IbQ&} z+2z{(2mLwOM{=tZ9yevz32`d(zY~uU`~Q1hR?q~tx6|vsr+7U|G;}##I&a&-_uRd6 zV)i$x_C5c8G22b)jj7-AUXosjeT1sVPM$;>mQi$DLZaM-UQsoh}LQ>#BcFzS3S=O<2yXSThyll*Gq zO`Ts}zWj4pHOrwm=ENrw;Lfzejbdm!b?)Zq`GHfLr(2xd`$>kQny+|2s9W8s^4$aWq*>p7J|B;CX*?S?QMTL`1{B5n`KYlsS z>!ap(c;bfV9uf78_L|>UrGzGx-7kLaBdMGl|KFw1DE`;XT^bwRH>G}-d#3E9@i*z* zmGuD<@002)c^#fi>wdFM^-!G3y{zS;my0AO7F_UdROk(MlHAM3M;__G$~(qy?ttw^}jMHjg#zPGt$INAGJ znB5OCZZ3?CEqasBt}3uCvN~bklz(0hO1zZ|_AYpwva0b-!uBf{x^MrkD}VWm^em1J60S-rs-P7=L=OpweKPa5Sjid490*Gh|>zZ}Vlps*+8<8-BlqEd^M!|G@lP z@jPOjH>O{>&LYjme!98Z(Eq0M&!DD$4i~v?oo~(_zH~ZU*QoMF*5zaSk;3#RdP83b(furzwYhWVyW=eo${AIDxj^@ks>gJyj07bwYC2=X;#r`AV3)l|KopLRT&<=wHkJ31ay9;KFV z-g0!$s;U`mwpaB%k6htb@^Hxs{(j)z?z+rspM_o7(>~Xnhpadd`xSZd&<~!;`yIB~ z9R^Q=W>x(?pZ?`V&{6R^bAyd`!r+@pUh5a^wQKzQ^%o1T-u2}j3_tgN)$DVy$WrK; zc@w-0%kt1f=0xyhj9#74X1t%JBlY*) zt!K66@~@35^ygR{`1HH%vTAVT@60#9&jzl28rOU1YxEJn*t8`F11~4|s6<~pw2SAw zKwr!AyqJ4CYZ_vvd%o39RpjSMUnD)lCkAqVMN3Nzhxr>v%M6BxZFh4Yv&S6u@xRTI zwCwVpy%s_bS9BUIYg?O<__s}+)BRA1xgMw=xh`>1^HTTc%0=DMGkpHEF+V)fSkTgP zXW#ui!z;VKNnR0 zSMT++pTA6$9Zpmt(CXr@m2;faX`kfdX^rJ0p$dP#|-n&;AHdZe)iC=Crk!Rh9)VUj6Lb9q=GJ*o7=n-pPHt zH`@1F#_2VGKh)}46ST-$KKT&y9RK9~OVqj}JR`4dsxvByK9dWKj`z!MI3926Dg6iQ`jyH~298RhoL?SEAbN9qhVZ_L0wL<+Q4* zY&-b2UG1Uz0Q})__`+vxuH;pMmHl?!!Iox?$7PB6j$o$Y_24b$s z=7;A@!PG~^GnY(t_iIsBKQvMJVaLziYuj!$U#z_LHvm)f&HDpXhj#)8-21}&*T4%y~Mh3wr z&1bNPtC=gg__Zo8KQu8o@h|Va53^7GIW~=Fdrv zS&QL{nKU?2q_3vDJIpP1KUj3BvtG>Jv;?G3Tq)WPmD0uWI-9q%*+}pWd&1bY&tX?q9Ld*~1Q-_G~s;oTw zQz5@?{jX&{IJA9A()pvG_jx(=n7m4SGd=FsRrkVXsm(eqV%Hs*a>>(Pc)55Pt1%7RBB7B`RF*O{l?cRBb?%C3$2 zdJ8*S620~IhD?34#~}Jo;u+_4TPxM~T{yU4EhEFT%$Hl!YV)_Oh-Lb9#-nxevO^VY zg`mX`bGX#~S|KH^$Q;%Eg(Z6xHh-1$YZYF8s53b6FYCF-?b8oC^lf-8{_0CMw+h>_ zLw)?o=a?5P-x@zHj%UlxIHBr^Cw1mNo3>n#TfMh+^3g+`1^4&I{Cfl%8_Tp1yEb>Z zfo1YapF>Gn=65d~sp5TpsI&MXOXkk$tA#~o?TDG%@F{M+U&BOD$5m&JiP$kIeQ-Oi z@=)hp&{P0L;!7BN4#$OLtvK6=JKcD$4|MQuS=E-WS zewfv=a!0Q+ER>m3(FZBUzTZ)MZT#!?%(V}}p`Kar$iyP?+P z^~~}q++6!U#m?dQ&E7~45|d~7bi5V+mcO^{F=+W><(#{R7P-qS|I^6> zO-S}N8y`O?xw%gKXJWVbl2@so5lZJ|%P%jPKXqD#?#>HA5o)H12lriGrFAcIb$)Hw z<~nBQQ-2?MUFUE79df!rQ1#bYkCx49hblZlBdGZtTmC*;Yksfl`KQLY)syW%@v1#C zk9hN%O-*?JLl28$l{t+Ep56HsYPocJ_1DSLI}hG_TDP<-XMxwt=I!}A5B@6`R#_c? zUwCR$xTtOK-tU{3zG*S9e81!T_dAs;ha!a&OU{bws3r2MAA+yR`?qbfs8?v8$ENzN zc84bxJOf+8+q{=Ad&7(mt`W>D4}~Z4Ug@ncUnALBaLq;H`F>C~{19}=2U>$HV*UNf zlfTZe-6Q`-=T}L-7GqGK;m^zCPnsr|I-B`_^5_13;GS-6(?`Q2GF^w`zZ|}yzWvCz zYSE=Srkv};>!p6HZV{@U)V99%l;!@9n*9zI*-2fNZ$L>luye@#TJyW((hxDt=6-YGi=L-yu+7UX6|XUDU?3f zQu=%o>x?5NT|e3yByX9UY|J~nu;5vM1#`1)w_;o#bHI#a4*bdIlR?W+io$uWfUFcm{07cK+qFzC8?S{u}RW z$`-WW`sx%xZt(}p#JI)#TDcXs$M1nH!CvaiG2iIpKC9ht_2zJkpKIlQe(0C(6LV~5vQ(rS#dI=1Z@%XnUHtxP3bq^ zOupqs2E8;tefrGvF8j3>L2eo`CL+h|e{+e6T@jh5d?pIA$bHV=CuNqlyRI1M>;NyM z6V{ux z&6(TA{P0j?!9#}~3Jq_~-A`o&|C()JBUxzv?c8Z)P0x9&|FqxGxyAgu?&aEwneQF9 zyEds$^%uMHh+e-)lk5I?&<@1%EXuzn0SHpA2+X1gh;j z&VDV^LQoI9P~h})mmM{3EvM66cKneRgs!Ym%Vq68`RYh#!9&YKKKCl0v!77>&ABX4 zP3X06))kSy7H;=Lt;!FXPMCcwzNu?+{q^bdj}jaXX@36@UUunIjJVI58j0${QxenO zcxmtbHm#z!HkH#i<@nvY`wOnsotc!g(;Xaw47IM@ugz?{LBmFqceXhvO8i;#WuDPQ zO=<7@pwSjH87^_YR_~t|ayQ&KGWE8^iR!mzPw(GJYdPfVoLFPJYf)<{xJ?Ag4}7hq z&rkaLsc1}okoNQ)cl)7M=ZA+D7C3V3esaJ4<*iGnuirKgxNzY6>OJBgXT&|b`1tA+ z{^a|sx2xYj&w6cN^qidCi4H5{ul$fs_m+{p`*U0MkwdP@i8}8<1F=%`v|=p8(!l+= zplKQ3m}pWs~eFl0voD4pp|m^u4aKI`5&)w?X>JPOUfd9M!Lv+SADy<^<&Ek5jmjVjbIb56JJ@|QNOi#Jgt&8{yDxJ4KjM!166T^5r?x<-(z2xEE9>Jbr2(v3&-cpa10tCIwFGB~KPyO_4CZ6SieT+~Jc3lg%fn#~nVo;oY9_z^!qM zFSVvl+@vWqb@9Vf7Ym+d>|okiD$C;@xwP*8WZt&bp8DTbirkk?{JD4G&9u5C;mEwC z^A!^e*0Bb^|CK3qM5k=8Sm|p|p|4x+q|3f6xLP8y7u?_6)4&3$bwEpw8 zL<`Avb9lo2+P?m{n3!|1dc*#b8DAD2e$ZR8`0$*44Xc#J)=6PT)eT5~OeybQl{93h_ADSBckSpXy`bP;)-!2<9^POilDT&4voxd41=ZGxt znfEKZ{7%CA>=P%yyL8>z{Ndc3!b{{xV7bu4u9~o9yRN`^QNTlWy|)RGC_>f?}*?pR=sQ4 z2AeIm-_JI3)|K5GvHqa-o1hPSPc1#YH)6guf0~<0jH!^D3~0ftbYF{h<1Wbb>~*V^ zS68@;r(bQ+R)<=%_Jx_vvc0#}Y?jr|U|VkZ_H@32=uaIz_wAB13tF4@Oamoo@aB?S z3t`Zd!OU3kW$xnKZgb5+i&fGOO*MX)WmLTW?y}lfW^bLhAN+Or{Z3!$jRlt@B!X?j zHf-n)c^m;LH$OGbU2b-AVt`uW$I0KP^(H?&wz1%G#16)msVBUqO^8Z4NJ) z!y@7nGHimuHROcXMwM6Bx`&?$y_q_v!Q%su9~>(zaNbibRj;#T&y|F5_y+%XYwE7|}m6yxlhK)vSA=lCZaPRe`yhfR3q zi;r42rN1TpZDW3Ttg(POs(P>0OSb8&g&CfozRDTY3TnVh+%e%f<{x=5N$6sM1bhLC z{^Ugwr(Ei`PR_28YCqU}_`$Kng6^_c6F!8i&6yUJy(50_Z80OqXK`;-a z(z(4-2NcA-pdfz8b|%bScCskfjJJ_jK7NvPIQNNh?5jZhl=e$s=?U18sc}a~B#-6HzoUF>&VR5;yarx;*8gnJdGi@R=FLy3Z3~7h zn%SZFXsP0rCj&d+N`a8>26mqys^sZO{7ooG)9i^{};s^V@S+RjA=U+f5UzkPcC@nP3+d_ zyxd3Av%=MLlWLyX|2&euC8vgM-$D7vf4>WVt2ugUoSY=JWxD(OMLAiq>kGCgYIX(#9F%vm0Dwuf+@KC0?1=iRpO_Ku6WCMK~w!q>!>T~aSexZ7rw zcnfq6iOejWvuz(TCu`J;O;%XwtCr`y5Ih%OxhI@k#B4{@f(!q$8jYB%${V%1t+W~rOo_5|2(DQl9{Nz=k`zKzpO~OZ+UBGiMPY*@StLQzr$9A*YmWW?> z-<96kxaSX>LH^XeXCFDsS9g`&&$V;f_CkoyTK)F>Cub%;S)QpNZCU6&^QYH(=iPIb zUYnxYlPA38wuBy!*tOh@MIZ+`?=;A*ZP2OL`h6{E_7|_fwvU;UJMV*Cao@p{Lu$nx z^=~=>l@Y%;J3M`A+%We%lkS(97QcGVZ9eKB2^u&9IqC<`(?cP44(le%B>t(A%h%l5 zc=AZ9hS;@FM^bq-4kjk`JYNEtTN#7-~WQYck(@okZ}W^LTft)X+)Kir!) z^Rn9C^wc=@jLDz~1x2gF-nOI9CrnopY%x}U@b1{2`Oe=BD?hS!W*gr8nfONhrt7K2 z{I+-PJY;gtJx^lhY)O?+Jhs6^{L{|!S1zWn`X+g}_28jjJfIL~FKUCrLr)2IU zS(7ya=PTCSN_k{Fg&VY7WLXR|cksJqjQqiJ$Nri4R9f~vJa^fEyLMTx-Q_LkB{X=% zuBB^;Ec?XvDP`Wm015W^wAp#BHFJ+&{$g&j(aw40hH2_{m+ijJ{I>A?7XI30f4k4` zn8>x;^>@$GLwyBz_bc3<&~_41fgZnkX^BqMhU+RB+^-G$j1!N~++cj>o6^!_TXuM@ zJjfQVX`1mr&C9n?S-5N#r}gO;*|VTH%glHSI!+(d@lIdA<%-&;EpH0*a*aT}LfP~~ ze8R2GHvg`~^ZvNB$F-VIxc;b?M?`eBMo;?#xoi8TMAcBG>hGt2#uy7FF7GthcM!Z}6x6+Um}kMOerVTcliS7C9%{#I{zCf9Hwu;B9BTIy zwkwfZ6IJulB*OfW?{dkB8!n%@5~;FAM`uN$45xJ;be_T2>)zoPPu5#T&bJUM1B=f+ zDY9;#Tl~}ir*=JFWP3e#mdW#=`exbcx2v+axs#jUEJ==Bt-3AKHe_QS^H#N}DMxcM z9S`Z0{#D#{wxf0Ku|p9~nV@F0Nod4r;q4D2K$GuFZ`=|z*p;E@3R)waYav=Ths&BP z_w8x*a@Jg3@ndQ>HFdMt1nlM?H&qrZlj2q`in@4c7w=gyP(nG93mQ$k&ie4K`HYsM zj{~<#&x+XpFycm`&YJy>>pum~)sb~fo0FiWczZv50ig$ZtYypd-4}} zL)gR(k3DWo<&Rxf^TOz<^K{MsPmGiW%Vu#{d$-7*6=~yJbNYf$;w?xulqh!Ph0nt# z_V=KrrjmXwvg(KU7~VwQ`B@~Xq2a^)ynXBP#?O~;%x6FM!bDl9Y}TqIsYhL6*D^V_ zB1VF~YhPG<`9<}!Gv0@!XZXx%Q%*cSaRal84x{`2Q;Qyp&p-U6t~}?Vmxt+^|@ACr`vB9Pp+SSX+4iI`+^Jiw%)(n`=jR!$K;Si z1M%-sPMPbj?|k(?JLZ^wPb};m<~#VZF8tG4;rM&?f@8|d>aq#nP}O)NE;{eLiL%HyDX!!dJDQFj z$<6r50Vh)d*uj;@&^Y4*H@tL{P_WiW7zN+i}HbBg3|8A#VpBvd~Ju7zx=aiI%jsO`<>Yl+a1;RsC+zm z>1W>=OX2N}SDwbLiTf54DVA@qwrb(|o`4(9tJbz2n)jR&yv_W4fd+Wq*Zb#{#hdj% zf(B3}&$Za5ANs}Z(9^X0(e91rhFxb@fAp9rdAstKe}lp6np&xy8?MJlT&@MV)A_<% z@qE~hXrFbjuBpX2?L8^hRh)Pp9Hh=l>uu($oOZ7-*8RWjWQ5$#4cu$flS)H`C-~c~ z*_(6O`PbV1`+GEJ{5JV^sZ!tX(zLqy?+cXpW7C!#iVIGRVGZB1LGQ3|tL;N*S8V#q z<0~$nd|$e$`cc4*VvRSJBH!LR_h-si@r3p7_%!32zMQa|f{cm4H!%)&z7}xlp7Pod zlz>uOy6*PdEK<_^7URXP3CYa^YP7E!Pec(eEeWzIwyPpV)5(;4;E~0 z5kK>6A9!R8bUMiE{1571a_)=$PJDeqscl7h@_+B2-n>ia`@E{W@U4vZ@{)7|tLwj( z&NQ5L_vU3256iFHLwAZ>ebb$D-c(tbZx(0r!pEXII(N8PZr3ILzm^Z`Og7H_ZM4v& z>dV%L8-If*M~xpIm|1YZ^VOnBADP6N)}{0RX8h}sW}o?T@s89erhUh2 zXQ{ovwAaAt;ev$*brVH(*W54AfbTLWpB$8R%Vk-z&G%a7$({ELG-ND9_$JI)eO;q^ z3hSHo*EP26k6NrC{PV79mdYVV;lz|F;K4nY8C#*N@8>r@iI-K3`)$u}|XEFJ85U z*Eu%T9o|^*Ai|b*6RFy$X(30Jo`3vMkej`?_2O*MvQn^VkZy`9(}s54uPb#fc>`uu~@a}8) z`#w*hSGZ4=~S=WR3OO$Jr*HnB6Htugk^uj(H^nBFGYW&Y+!6)*eY z#^#3&HxJorhbK*mORRgznyogOcheJ*|MrJ^b*rn{r);$E&WrD3zIiB}(W=5%=3&8= z0*UygYZDUv)m-@6XYMJid_KRnL8fL?>HDpoT#V1(NPkPZqgG@gV=2?eko>gsTXewY z&s$w=mQ>8YQ5|U)zEcLJv(&y#`o|?LMgjnRsBjYTb{1_ z*rR>%vco$#!40V8hv9YNKGqF>i(hQ`llAtTb&-{frEK3EzSsF5+Ac5nJN5Do{<+8g zF23B8VUcCh)7c81rF(g3;(@!61*X{>$`?Mmo?Q|19J~S|#iGdQ%oFSB@-cPuPW{;7 zzDU~i;?c@-SMJ|CD&Mwy%y@GQv|9Rv;;r8ri6y61q!J(huROWjfA;4)9ecJuKQguM zs%I%*IZt`^{O)|&#wYV6O;>K?_@+30hRUnbebfEsh}1Du>reLdfB9K=9^3lDl%0W_ zV|?mj4<6cQ-oVH;)~S-NKqGjyBRlQ|n) zKAP9n9Ev()Zg*h*^qN-!b1u3$tebmwnVMfkg;FKdym?e?@#1{-QFL&$9nVJwZ7X<8!c%ca)#guM-laUZch%IoDHpvhS>u zNgE%E>bzMs#bRq`A_A^bic_K6MY>bRMk!fhB5q1)tAdI zy3>%xhZ62I?fd!*WG?S0qnJn6@lZ;ourc9MH1FZlUI?b0MSh1n(( ze8o*WopD)^Ez#ad*$hhyV9H3GRQWW9I1g zMszOo?+e_P*X#BevTyFJjrgo>(SDe7Q^DW3L$X!6zl-Z73-c~nh$|llZQvFSOd{wuQei~OaZI>tfwm#ox(ryjOp!|c~bR^}_+DTAzCyvgmW z6mPnVHTki${QvXbc3&m@YJ~&toKEEw%3VKAbNqH+Cp{M4uX)60Xl>?uE z4ku|>41n*AJ8{xK&ii%$cMc6`36p5?G4<2j)BJk&{;4&$l-Kx5U3)Zpm8kBU%g;7U zJ1Ko)^76BZYbPylfBNvXZIN{PG=P#RD-|l>OS|_ZLEpS=aBd7EGri8<5hdw*hF(KO!D-sSJvK64~)ZrgCv>BbpF9nf(#6+G=5eC!vo>W!7(PGN4hlxww&oji?7z(Tv+(#6e_OTxvybn2Q#haha{h_HH;bYVG zI0km4MVg?Dym{HiAKcLglRj;*>`euo zJQ8E)&{z6N&w{ykZpv0o;p#Y(Vwu^NeejG?aVIrpt?TA6o#h)AwN~C~eQ-hl9%OH& zg8JsqzmN5sm$Tgi2jI=idNSL@8kUDku)JMwz;Po!Nnk@gd-Ifuo5Xx0yO*wM4Ze0r zQyW}AN6X*X70$8g-J+r-Td`MrJ}Um%^CYgUaxNMmfB!l9o~F*?%vgmyH}T+ zrY>3G8XU4GzRH#RwcwslI@yq})&y0z%_5=oH3y6tVKuzW;#VKz_pf36eR{fS!vAxp zr7}LfJ3Y(j(v?M-TKkgXFCMbuUA_`@R*?no@|9laHqY|>_4xCXKl0KKKn1*1UoiKB zE2ocCW)w`d=>Hq9cFwuET=@Cvj^OTND~~=3NlgqE;Xb~y^>GMzB`IHKkZnkR-a)NU zb315#xm@hQN==dYU&61ZUfA&D+1(rZj&e(VnD-q|Fiql})}E=b?$Z0#i3X~AXCJQl zwT1cB^^Ixrn~FnsO6)r05!}6O<aBu$AFW zOwlXBwWt5Sy8UM3rbBnP6r4ORv^qX%ng#dFLx<~}d^J@%=T;x9?TwiFGgE5HmFcIK zhSv&b*Y7jxwb+_5r)%;}a8B^km04~C+O$ygLHNo-9Vxl1P&?*7wAjklFXkXPcwgZv5YR`cJfOv(cw3iz>C`zQu!b#`Be}pCREl@1DqdomG~PE10?SW80Xo z9%|H@{640x;Af@QdN3Z9a$+i<|{?Zrh8w_Y;0`!j!f z&94oXepe6IGjC}8tD4YUeL#;qy!xI$z z^*t}hzgPP(mlxDNsq}tovCS#(m1I2gZsUDzcjtaI-LU&ncB#s`P~mW&FVPndS+S_E zgSNUI{5F4Zs{hloej}(N2yTCHAhiGgto4n5RpXg|m;aD5shqz4s^Fur|wmQDl*ZUoBS~=ZZwNNLI z58R7-&y)-~DS}Ve=hMQeu5)7Q4(z)Nsw^eXrDz*m-tmR$+fDQRF2(nL<-OgTV?9iJ{Y@v5nf74#zbkZ*A(aFmLDOpWk6PDu?UnxgZ}Kt_LDjZPE06bhY|B#V-gpVLpY?}o0wU;q zl>UBXyxt@&56Ws^CC;UM{c%5HhMkUn^u(Y0HX8hmuDoewbaU0roUK0FiquX&(Vw8s zEu6jyk_R5G(ve!`d;iA=P%(YJKrQ-nyWM2_FEjt_JpZKr^UR5-!hBOd=7P3C2!&x}o^y z$D21DXa1O>RxYP0Y;A4g=PSK@8ImK9%;kOGu<88l$9`({jW$0^i|?ESZEjdyzQX;w zn9cnv=E)}?Kijjp@ZQaa_&8m*jQXt-4S$~|F?`F{WmA5UBUPfr6?5^>F7ESo;5swb z;zi3r{mI7sr(FJh*`W;@7mv4ioinG@EMa=mL-snn~m4BPY`)1v}OnRHr<7)ej zwg{%1^%@th1COa6p9%Bv=LzcKMOwo0%>VQtBOfNx?6ZDJ$4r-H`h9wnb4Gn=8ONLZ zy4F|RX5BP7n=>uV%t_>b68p9EikBhRz{B3>pT)K28+^2UeEKjcLCHGPdzI zru~-5*jCRxE0<-KFSG9&WANZ>#Vk#5b@i0l`g<;u$<)pWpLcv2G8txk5UV?+w+MB` z|58YI4Hac^wo^650*@tsi^C!!Dy*;kF=)B&ww(CK5y?fsmetu-F^=dlne5*4a zF0<7ZSk0@4WQFSUEIz)~ZFx>k<4#cRQ2>p zKAx2;b&nf<5BcpA%eLj#|L#wc&0$+xKT7J(-Yv7R{);4N0^u;rDNp&hr^JfAG{apRQngyZ({nmU`uR2i5YA8E>-d%Uf)aepIrKwY&57h1Hu^z*fcE zze~I8W_W8(uFYc5jIZR{Y3g~OBh$2R#qU0QeCFC4Pja_^Tzvb(mGj`4-Yecud7pIN z4!F|Y%>QkYUGAgo=ri5+plPsERaH=yzEQJ>B-0c-rO5}?BAokvbW;*Zg>7|e(&~G)&6&rw(gcF;u5GPKx*}XNgd%I}L-MKkLTp4w|}vhnHHh&)4vrcSC`DPeH7gws=H?Mg+BqeppDMc)3W5D*GJ57L zl`q!)8<5!hW7+GxH^q@b>(A~AiFZ1r@IUd5b%l=31oi*tozE%% z%jd_9^h5i9p6PIyo7PexP|eEyJMK&&%c&>e<6jP(OXb}@#d+qBsKURy8awZPvpVM> zo4x?4JWpBRXB^P830&zI2f!=2Idf7jtJ$Ud^zCXq`J}R#E+bL4tvJNp;{{|y?o;}#Hvu8JL30}Oz{%@MyoFooTj%;r`Cs0@ zFT~&4|D#*paP{>WqQVkkTMYg^;^YLK;{qDwE%%=t>}vZj`$NOG@CS@<^ba!M*v~BY$3u1R zvPnOFM_oKr#l6?c^YrAKjlrI3@(S$s-Jh>q_1tF1CJP#VDi!Nf*?V&Hlp9(i28cs=v!->P-9J{a{af4l$dcIk`9CHCmQ`x4P6zjE32 zkjv4lURGwQfjT-rxR=lJv2*yAJ892S9iNO6NO%6HH#UXMhBw4);OAF>~x2|8|0%ujXdoyq-cwy)?npK1pkxr(-!dgbwdVXsN-kBiS{ zPV79jtfBeuB(K$fPjw1J$1hWV*R*qnH}}GLx!c{d9~8b@zOg^h?%?hlS?jNgo`0vg zGSOu=7Pwj3kn+!RMZv!Z+&+=KE|EHqeoa-)l7-8k>W5YwV6Pw z39n>mHSwut_gcGq$x4@d`9Z@KcDa3*X4F6j^X8RF1x8)c(2bfhjpN*}ZrK^j&q7)f z4?daKl^y$gthfK&bJh8_uZ~zs!3(v;a+Xn-WOO6@rdhaq&sn??lJmhj4%mE>mInxdzH{~0OI57buTT2HcucALsJz1)`wG`- zDz7K7{@_&exGkqr$bU?h<-}$8=UU+_e`URAmA1VbF+0Tbx3$R55S>dm@A(XIi!aP{>)2VFHkzgGT5^1qXzucx zQ!av1n6Y0^{;yk(`Te`0j)5zWhAK}wwMsO1_01`Q_gJLYrUkqGShn8wrL*XJn_b7* zcY_5IYK+e5T??DOEN2S)r)|q}p3F>ZS>M$A*nGCpA?pT8{n?6RH@2Y;l@iCwc+&-Z4;>`fa@Qm~S)X(1gxw^V$!|g0HSWxDcW}Z5BYs$;bSHf2s{96SMo5ynth3=d)T~+Xy z`<>0VQ8*fdzjSjIt zo?KYAv7}1N^=3%7QEW=m)UI#&RY`$v6_4kF<7wZw1fA(li>qrkTz}Px5-=;xQh&Xe z7pi?L?DG;MaR2I)Us<+eczl?`w$v_O#1QM!lW8u z8wr1r1>3*p6VRFHY56M zd9n~J0cYs+Ipx3ocn~cO%+3m4mMyR*C^07M;~b+y((h~1=SbZDvUPD`vRv=Gj|cNW z2^E@Tt}fM_ofT}hby?0M%T(bLYqY`Zz#bp@v26X_HGisbgyEOR5nC7Kny%i|87i5( z_w%*RkG=)+J@H##JO!s-q`W$PUCz4Ln^$&ini+fZ%(|Wr$E@#5svk42&3(OdwaKpI z?A2@M-JA+bzgL%P&(02CcKKoWN`t7gn@@3oS|f!?HJ7jVX|=zD=B04AACUAF1~L22 zu1%6PSNV^H->tu$RhHT!{CM`hvgO+i?^HsP`zl0o54{<)+GwwQ>D8`nS8dkjq=mXw zfI_AuL;SJ0kJO*X&3D5#Yb)0n*h!{~XRr1SH@m*hNB--+ELV`h#=DIUSwB|U@ptX6 zL){-UtfhWGZocb>P`@0a{yIk#D7pVwg%pyqC1;OX_d`M+-LvOkL@zz`W7V@vPhz1W*EyEpADO*K9bO<=LGL^J6|xg2)qKM!6Pb#dFQ z^r>fUR`+~3XJNRHGw+@6E@-hAiYWG0ZQ2=@TDdq1AD;56gA|8>*< zWA{yFZ<^^V`B49$8>qB7r#H<{f2n44R{B<}$gl1;tsM!IiKihWCI z+0U}QR}Ea|xlNy!v(onFrK(M>&!_0xEbsXMDF#ZO97~RVu@;o)Odf!Yj+`ubPVbuE z^jSG8O>bVx+SF<)`4Hj|!+kHSU-$ZLR*k+fN${UgPRT4?$%mlAJ@e$WTa#Wc)(&5r zVSQHk6i0p!xF&F4=f7sh=V(y*m3bh(sn>6_it?P;HFNb;Zw7g9S~@j_yJMC7uI6o* zbxv}C%NRc2`o{f`K#}?|Jz+6OB3(Rtxwq%GE0cVtUy23AskhM~PyrxxXI|BH<@eFW z(7eZ3&uM0Lwy&q4Y-8E3k`(W^C#GGSsB1I7=R@d*i@KOE?D)ZrKKs{)|*;oB_Bd!bl-~AFH>^o-<+VEb3$yMH#9S?`@JWI z%lX@1`Ox{&&T68!o=ch6y6rK%C#inWcYgMrFOv6fJZ_$AcYVi8<42H6`}duxwd-Uq zX7lIHFI19zwEErtx5ivXM?lr^#q=x5`#0Q9pX1sF&8l|aQ|JHQb-q__a@V%=D~=a{ z+T)Vy2anw^K40r*`Hg#b?J>=i4rq;Ctnpjsm7RH!kJc@_$0D1gq>txLN$vnu*ltaa zPRPr@`6l_iUlCeJKaNDcGNa$0R) z>3nI!uyBd{=PQ=0=7FYR^XE$3XOTXhdnF0%Vk@|d`%~v1-*vuM4D8~g0{Kn7`_r!^ zb%5z9V8v6CU@ra~@~v{!?>iobD>HugoSyg))@A_dF#)SJL8y)SR=Mu?9SN{nw>8I( z6-xI?JW{z~aev;<^Dhq9C2l|e;;;a;PI z(f8-$!Mynw+o2(`^nC2g!@IoiKEKvp`sOgGSyZbA$&&|3(Xl!4zn{Kye zb#27;UmN(;dldI^nf*Fr*He&GBb@VPW^KfAyEWL9_SH%}T%EA^{F}oZ>c`9vy3M}{ zvdQXOBCM%Z{POUwTkS8UUaSt=Qky1!Z6m)j#09-}oB3bg0I7ymmd`J>mu}_1d~*Xx z>9LhbrUYFu!|qez)vj&l-y8NN{#gWEtNSXgf*be#H|!D$nt+-UxCZIEVJS*QNjYk+2;Uc95vO^nBl!#M-xqzqDNn z)t+Vd-NqhPEJ95E_Uq1Oer0G?G~ZkP+I2f0`HQ==TyLk(lXrura+^=qkB_tOu1!OU z*!8tD^a}P8sq$X$7BAQ8eZKG_{MWr(pxCeTlm_H-)BA_&H&}# z%GXDt@3U;5*HQ**+#q~*>-nYjuUq+FN6TLW`9L)1kL~9_2DhvX_i=(Ec}+S*98$?b ze6}XPHiG}s%l3B*-WvZlIAjfKemH06EnWTdg4wLri1SXcnCR7Ojfm&oxKA|6)?WbB za59!vW!0T+qYulaHq$|4p(7N%$nA`A>XTggv%TCM= zkyx9ier>bx>zkc0_w%u<{x;m&r6VBN(Yi>mA^0@bp_Ib8m%(|9jo4s+~ zR#^IplJ(LR%hJ8JJxXVT826f^;2@DyKUjFBnl~@#;;%OoE9Zn&6bmMkilZu@c<$cAajjZY&IEMa*xYY5Ww+M5n^!NPK_o@nF>(V2F(8KBz4CROLd6hlx0$D-sH!;IM>67^Se zPBKMrIxr2PK{s-RZe)gTWP-QYfsoirP%4mAKWG@iULckVYRv6kn-++0{vw?#i*&Xu z(%GQFtpjb!3EA-N+VT|S_|JDX9$2NbK?|0|S9^zwWrZ&5e-sC4SRPmfc6^=ef!=Q2 zZK)&o(>l%KeueVnsb`z_ND{d5KhmH zT#*}@ksFy14N40?R;NX~S#a`AFU*TRyRC-}+~CeR4NdQtUM<{`>YRJ}i>LDHFq5@v zHKKR6&H8Z8f|GAh<;SC^*oZq>c)dIqd~8{GNLg|W69bQeQ9F1KO*kZrpl&iR?YI&90@ zv}m&px}bu!>F@&k(|4B~$}qjXsWJB^if?ZQ+}^ZsYbx_?qeI~b-B#b6Cg|66*meG! zlF3|)ujZU)+Xj|`RE$vL+pbOHO;}U+g6~$?=Q)t3F8{GBEseR7Am8SJ%z)OpSC{Ha zXGNQB*_Okw_)GIgP=_7l2Cn|Iw<^p*E%$9X31CM;i?7w*(Pme+;NM~)|Qr+&Yy3$e6VmGG=?lZc_vVE=E92Wm+%>6m1GfMjTzeUO3oQ5bG zK#IH9>UQUx234%-4_eBPd2X<@wAiG(_@F(glZg^n8@Huy+?qP^`7~Dnzwl$=?ib7K z<*5^MC8519G?Ope_kgnOX0ZA1dnP|9FsxhOmvcJf1GvAAl8V>lM&{&3rhrp%hUsmi zL!JdYB<#ywuxF8L+jO>V)A@7hyhmMS_=@0fmcsB2C%uMw!9 ziJAzyx9Wld#b!IGrTa1b?6#f)p`3r4LPK?OS352PcfN6i%QjGFCmQ5c3!h_*HP7~E zO~}OO*Haas;y5?5b@}OxIgR>vvSw6$1ND*NIqK4@jayQab5AE_pLW{@8Yj8UZ1Hez zp^!|~+?zF%yB21CFNf=+Nv0P}b10iREFB3*AzGRr$mg zj6x@8P43Mbw>C|D4oNlAYty2`9_7#%?^fN*_ZcAtdCsGqsi3l<-~|sTJVEZ?2y!Y?NisVt+H5P- z(#5c1D&x-Gz|bw-js9S_3!{X8aPH}4*Fe7Fh-a0q2UQ~K2NzyIV-e$R2RdGrheDi*h4TKTy5$Y-ehVIk>I}t(epM z`qi#Qpkfn?dWi8$<(qmz5xV8;ISWoX>tw0K*o)g{fgF>Qgj`MMtjfK4<<_Ro=ivD2 zF+XPgc!{%g$;tNFAzO^y)VHMygB%6R0a3Qox8zJ7<`Ed1vZC4@TS)#gbcF30c ztH!rC&CI=d2DwbU8FSlcuIYZzD9yZRv*!1=BtQj=Ko4_8=*54b=W|Y{ZA&#q3DV-+ z)6cF=I}0w&K{*oC6qqKl7Lr22Ho)8i%8@&_r50y{4MEP4uNmZaT*Ym6!kRkddTa5= z8PmY-&Pj_l+l-Rhu5a_v_XQ`P)qjLRBYTtiat*{z%(w}1ATFmv%G`^fqGs}g3zC}y zzzVSi&8D4O!M=w#1Dw;(=*}kIaDlb&vq0g8&1|E&@t__F$Q6)y-JBB{nz&^aD1vg* zV5wkQnEq1T=&We7?b~t^qrq+KJKJUz2-&bccAM9ld-D)Tc-sc#K-qR>TTUiOrUyJ7 z0B&9QAN(P>d6hxbSv<;f7?JA!gEOMHZP1OrF-Fb&jHI~fKVO+~c5)~4pa zn%@8L($=?W$=fy=LZSii?N|!?p~1m zo1(jIgIM%|7~A_l?BnIDY}L~^ANpT@oxgmxzH`L0Z~gO9r5=LDxZ9RY$@JE}JS}XQ zuFhppLqh!pIB|2dDXn)GPr83kbi;;#=!g}%5BAK<&uLG2_e&yK-m3ST`1>!A5zh%z zr1Dmp-no>uqg8#a?wW^?@lhe0DD%A2w|BpgKN#!PGhstl^nq!%_iyl?EPAE0|?X(6!+Zf+ZJga1pI$Eu5a|K;3HJtaP^g4=r!tIh4t zy?-a1DSW3lw@@YVt2?-GQPjM8KWO#-rJ?oQFSg6?YBp1`3G6G|XYAK>{Nf~*qU&o) z{SN)gPyD;RVPW;Yjlz@ueJwTCO@&DIw4h)B4BT z3RPCRUGKMw{-USq<`E&I_u$*S{5NeWGQSG@u1#zyRR#rMq3ERRjz9muJ~sb{% z;*b{;UCI>{6QL1eVP?Fog1!8p)CB%*%t{f=pN_>j9C{u9tnNzsj=GP2kkKVxk8rjn zmrBI{dc`kw>R0Mn-(!Bz&A}sxOYXT_&?mlkzuw($n6N}7hh@oTW}`ovJ%(+GW_}Ts z%h|!R6l_cMnJ-;u4BVB_#_t_o*xix4*&5`SPlHnbW1%IQ540|F`SqdaO4BWqxmuT|w*1 zrdz43jeDD6rv7;K12Yv+mff)N!j!&s`SUgvUH4zW>3O_sYx2=sv2P|Ev2RVBqj&eU zRzx`CFNFJpHkNHodK-20*2W~&8qu7V7E$eoDi$SYm8X`J)D}k{2L-;$nn>$wYhv9M zJBwwkVyA!aF0X<_orl-iTUTd=)(gchJ;cFzRsr6(S#iF7_si4U`+x6vt$v}cB{ci^ zs;#g8PVjmBiL31T_UQ+~$Za!T7K)-mOJM1U2zZ~w=0^3M6k7UsfHuw2u&L}Xp8Zp`km9c2nC^&Dn>Dkcl3 zf~FVvE^>LA?mGRtX)`Y;_w~Nk?Bj>F7Pq`E_jp!U6`S|9>fqO-*0$iOO;eSng>SPS z-`aX?Yw}~SA6hp!IHkiuqd7hDd9N<+_4B&r{h+Tm`#4DYmgTXp=^lq(uU-~u^{M+i zGzYkOJ-l`GP-y;_*rkU~aBznonw_AmtP`Vc6T7B+cGa$TsTXE`{KdINGV$T9jRkLI z9{w^`b~fiZXft6$fhx50JhXLnYxZ@n>wT@-4_7BVb~tosYJrf9)8=E#`}AViVy%7b z8_iU7Vywm1%~g)MuUIL2{n*C*`dtg*={RUd+17%qC#S9siMcglL%~u|^Y8iE$$59r z9?Lf`^|a@$YCaL0Z}woX?2`nkY$_YEU=y;p6TmT|)*Y+Vazno(%-zL0gbYh!kY z?fho5cx(DoFYq+!v^)S=OFZT8H_+QV$bn5E+`OBOSo!a_+YIe=v z&(*sc{)K!%iprw5*-vk62RRWGl@^mW6sgWB`7qh=^$NMW+Ye@ebf!POwYlhR?Nh1g z3#E@=c$s+#-2qxBL$!J)Y$yT;BB-l>a0XNC{+jB!HQ>Yy^MGOBX@R!xU9%BI5hMWi zeodar_4vrt=R3f&sgobL>Yk6iA1lppZKdt&EBCIid|cES%d@^dpZS2*)DNIl3d{ko zuI#(E(n_~_D%WF;gTfJN#wfc1I{kYi-W(#d+U$|$!a6QW&zx?Ha;`{!> z%8pqLms-AU<-EFnZKzfc%LdN3H(S6prec)%vaOuFtGM3%;@qN`D12)(=i6FgE4_vF zbAzM0y362Yhw!cIY9Y&ifFsK{xK!(|SCvMPDK^%GKL$(dY{Gua|%vVomue?dBtE z_toTtz26NkIKkR)E6&tg|9+Om*~xK*wI}_0Cv4zQofEr8QPVYJg=W^#>FF~m+!Bxe^ z;VUy-Gal?*-U7PB)q+z_H#%BPaXkhRr@N_wtt|Qm13fFSWJQYCU`|{adkf{pCqz zoGv$43JQH&*|NFYRAs3@?^b`_wf?+sf;r<^r4hsyc)GQ2>KO6?f`kEL}taE#ozuf=6 zBU7wm`dlf+#HU^syCa;8rkpBWF?IF2cRRgYt5rayRNY+xP>W&V&Z+;GEq>kHwP1H0 zldlKJ?D_d`+Ec1zZ>_O@4dQ|dNvTOeJNdR2UDe#TIz$3wCV0NYYRk7khaki6$<>9% z8wzD_>;MJ&?1}HJ6|Oa=Bs}&4x6>pwdtV1ghl@^H9kS)V8MAaaWcdV3|5>4J=Cwax zCfzx1yP-ff0<2kjQsSHa*Wcy&d$Nf^if5@wK|A=i7F<=G9JbPcPemst6FNw~{`ARj zQVSGuZb!VBhnev}yCMzj%CcJvhx3K+;_6>j3WXxsUgHwHB%*KC}YW6y?V} zKN!69=Q6MTxv)~_ERqr2p7(pF3oKHMVMlXA_lZ!g9%at+Ht-@cQ1-lUe4WhK@b=wx zpc)(MiGP1jNGhx7#BhQZ5t*tiEs)K6xXRpWJ-C2h&i5eM{9aZ19G3k|2`x*ierif+ zJ6-r)U9&-2NNgQ5$Mt(NR17v`L9%SclvSlGLRa6Lw!^EnkSFn~SA}rSk>=3s*4syy z=l%NhS*ACcWA(MhP;F3#{U~wh_nfV~oU6mY*_GFGWmJ3AR=%}avJqQhDeh|2!zj))93kOz}CR~Lk*X=&tTQA)`unJN*gW5O?!`4>q+y`o5R^718-}~{J^pDSJd-gx9!r2eLKh`&3g%rm_< z&ve^7Q;Jz9jWY})0^P5z6Vr9M62KZbxBe$?%w=YtE~ASemt1x7O~mw!kWK# zzFy9DS?k!nCK481X}w$1uJ%_>DAGPTB2@lKRCk#ZC-+AL0Q_*?ND63Dx&1z z4Qu}Y9}nia+}P+=wC3}cm^JJXu3>Ay#nY?_K^u=nZG7e1wmL+D^P%P17W0E{P7xc! zDmE=+yP|I|HTf~v-^z#DOeZDA{;HeF_ITU56K#+fGY*ov79oA@hSW8VzAx;LS0_By zIMg<^;L<_;W2aI>kLKLzay?vMvq4($+v_G36;QkOdjEfhlhLLO zNOGGnWl`xG*VX?F*9BelGn9(lA_VP+%9K3ZG&{uS@`~=s_m>{w;G7+H=)8HEv(fqK zOQm~WGAbiwwc}B)uX@fyN{9^AJ)CAvhgNMp6r5gjH$?Qb!D_F4-kqRcLd*R8H?1md zc|Tu9-JSr;<`br@DqR!0`kZV$s7tas47T)6rsrhW*VF9DT%5cgz$tcX--4*)b+6ho zUjCRE3aJ~?mV~TLUK{mQa>42l3CYB(R-3X^_Za&%Ie!kVoXqw5<5`nG$JuuaCSJ8_ z%93@y?!S3!+}RWBAZbQ9XxFukWouVyhp#kHI<&5oC3+XALOi&zvgN+7R$A%(a=Cwx zo9}jP$dYy3+Ly?+URY)Cv_F&PN(m-j1=TCcL94E93|njEUOkmdS;=PRRM@oP+N;d3 zrpuQ+y==`7cKD60eGj7cFV~*6|3=T6C`d+ATAC%Bebs8)s#2D_Kbb7J5ecYy@}uiFUJ$IVLRM&Mc-ax`d$-I(IS|5)T%LQu5)>(vw_&O84(*H?FTonqgGeD zO0z^?AL*L*MTU|GXf<=YId$-tC%frm`jilE?o1TDFl-StkM()(La7 z4z4O+z9uNqrA0o>wL&<@rG+)S_4v&hc0v39+_5?TYTbMXX+g6!AcwoARMy@K-mViX zEo25QA0}Pe;I}n#Zq#9`jftu?pc2{XP}|l+!Ns3%_{P`0D%D&Mt^#jt1Z7g`NqKYh zFRy8Trw?j8m92p^o|5Ng9ba|+V+1ITTVLyx)rL$c?bX=rc{J%yQ1Jf$W=e0s&hPZF zkJ%@_Tk1>r3y=wd5EGP^f=&3&ycXn%<(vI%=1v8*zWL@B%BP2JjBpo>(@RJ?3a-yw zc9pIBe54E#X@>)EU0u0t^)Fvg1Hkcc*;L4?$%DxT&#bQN%lGciTE+D^X6jc^vv2oH ziQ^w^Z|~gOT%5EQ)`a=`D&+Oml~-2_zYaYVe()G$%U7+3DnF_v7nmu3wYe5H_v-uo zy&SJY51lvvrX-{vTj1v$u^tj@E?#@Bu2zN4-?7=NRZ#HSYUmo-2N_ipqt?H&JyZUd z;a1OvIMqKj$@a>hzw9ju-0gSoNEO80Mn==CO4ogTb>-DnNs;IL2j3>Pz+9ewrz&*+ zp9CF|_<9Ckx3p`kLD81B>(%MO3BP=6FcK*fXWBblUEh(fh5MAOAV{L+i!~ zkW$YN7j*KgE>C~o^LgSg<_zOQRiI*ZZ;#JmfkTV-2h^Xm>+RSO4{CY|YW{r{^E0fs@PKS7-9THk*lWU!^5xYq{t3?|kJ$c_5en?Krbu_(j^h)6?Hv>EPHM zdg$g+sfm}?p4%FI_3=F|(PKL~PMlnw@HnRBuGT}9ig!Ktt6opv{>Qo(R5-astUIR= zKK*^@-2J*Wvjt&Q`NW`&=e8!zjXrACtnyd!hDH2S&NZNcu6DDC>wB+8F&^`M@D*f# z8_52<9W9x0Rj(DRjHO`(MP|hFTN_^OnGLRu6X)LC0Pdw8tZH$v-Sw>G={k7_uwC=> z-=w8T)Z1OVzGGS9QCM;neI276wv~Hzh(x^UnuzqUHIO-_MIXI=|9%pm`@9q!=i1=9 z%t%PjetlNe-_@XET@qBJ?2a(nG^ML_rReH=z8kz;t7Re&G{s3m`{okjrlGD^j#u6N z`qx}A^2P>GZWo_e$M?)@Ha9fQ@p`-rpMGn--rD%s0~7uw)QIM=wEWe2xTHDX=8CUY zTI{ty>vm@_L(1_&1j_B|%FY#ku} zMOGWUK=tK?rc$S%urp^>dUw|`L!?MNPb3byNYc+j+Xcj2F|DDh?{pqFGcOHTYccE*b>f!Z-lIc#H>;Aio zPIB9PP1M&T>yC`405s8UF^|0}`gzf0gZIA}Gu-MD)s;KugA)F{{r$>sXPJEUo86-T z9vyJoWu!bc^Uar&fuQ2f@p4qMvT{b0p!&guk@x;BTl{+3w=JP|jbq?en$TjU(whU;p0#EN=(K^J$qyuM z{XF;S)8`v@9l;>`S44yC=RR35^Vxgn&X1+dyF|eocbtu;C`!JXV6toLIs>PsU0aVG zo5)hC{Yb^)%iGOrDJ6+H;*OI+GZU}Ej)0n>ms%^0=JkcWzkGt@R@f0x?;|2j<(gz> zPIm0Y8C#^JB^_^fRe)Ml$KEhV-d%cKe*61flg*SNwx2&Cv;6dpdrQOLU*X_<1=21x zX(P|ci1sBH*Os;xDjXDzEQI#8FILEP?)hW#`qr~@(Adm^JXcVkP37}+~XXmuA)Ph1UX3ghoStWO6 zdXzbTU5mfL%lYft{2RO{wN<-Ir~B>=R#tftEtoFu?Xm09cJSOp{@WYdh4yjfIfI&Z zB_E2bm8bQr{ccTY*!L&>pqq!oj$_xipFQ6R88!f?UJuBK z`rG@U(W!zW?MI*t^zwq+YmXq?f2*!{N<)f|d{FVBul#svcVXr}Wk{EMJE-97nX+%| z>e|(_+CsH%bxR+DjEW}J2(S6R=l<8d+dn2;1~rYsY>wHtTIfGay6YJD{;~&qH@M&0 z7qq2pYsTBCi?8_%3J`tob~4^?Z^M+ft!7L;u~ zwzy<>f}viaZ$(#*eY)!gLJ`eTdvi}&=r{p|i~uGGhb z)u58@abVQdb=y|`l3X8@c!XJfqY}87Owg9waPC#CdH&;rcHmN`;z;7FS?cFOqmLCE z{6Wo;j~caE;lD%ns>Cln)WLo(-W9SUKg=erkKOL!EAg_&2i3L~`@FK2yId04_N|cd zt6y)$22Y4q->mT2A+hn9Q@NDocGxk1V~2Cwqm2bNA0CG7-yqFjwqow%fcqaKe!Y+8 z=&jh`3@%xxReV|M{5HFN)#=IWf-W9w{xB7~DeU8l3h92iFYg~W@2wC34f^$8I4}Ns zq3c(_+Z6)f^kCyvee3$Skou1?AlE*Cti9&k_UK}v&4-y_8^0~v``CB?ekxX7 zZ6^1|7t-{RTWbC`JAc(`o3)^@-Kz->ThMypHSXt6ZAniBrGq$|xRV^GpBhPgOh|<^ z96oAH&5YL$-Yb~{^5PmF@OV6E|A8of*fLw~U{Le+vEh+*-MgBOf?7)K*1@2bQvaoy z-?kdRjZVL{*%;I_FuVuakaRH2=Elr#Z+t-Qx_f{$K(OesjcyMD26!8CSs>JWv zNPZOm_Q(-5sBF_#_u_e7#(7(&=wNXBzSlj|*E!d>wCuZk?c2@P#^fwnzut|d=dRFhH8Ev;_yfRh~Uum%E;ISzmz$07HH#z3;Mie~wcrefG z#tb%tWgkm#e)`K1p)8l<151sDyju;grp^jmY48Z4@1ul;+yl2>rSu!&E*sM z#Fl}2nX*d_c()qxt~KD*@!>=SH zEARaWjdk*i!BW+__iJ{9+<~#%)24DQ z{;T5xPgSKQ35rq?9iX%*-T$*%H#Ix6|9}(BQy@(jFK}H1iNHdhyE>%CC`^ibjSI6j z$i8n(MzL*muf&q)6(*>H-KfJT>7{CQ#VcgK(FQM9X#r^Ae(B)$*QOygmsWq;{cZv0 zi334XK*L)Nd-f&nT57K6$2M&dq#HFMsEco_$kp_{Yl9M5T9#^n%L7icYyGQ!ESmi0 zJ!p-_1~E`JuvfVJ`c3gg_KBcO*RVkxl<62X_r3_I4*dFOb;uU;hx~6`!9MkDzqbAS zrYYO6t2JCzfB0P5np0wbe(1*fDe^b!Aeo%W>$l~VZ^6_3qLv==V7ToM&g4RSUUa#Z z*Ouop+{g!okbFZbSMugnpz?%+;kPfSJZZR;&$soyOw@kM2G&1{H^9Q6HEz3KFnN{N zR_8KBB!YC#ZrC|{S)jP-pGmb+j0w%27P}*u1EkI@G@G$&+DR=@H--w`OO3p059bzM zI(WXSt@wJE8H0`{sAS({T*{1Zgh7`2I*3nu|Fg@D>4rKuI=q>ZUJ56_6>h(#9wz$M zumQ9VY=CGiXxex%>K*S3M^vYjGwhdsys_5Dt(!7$NQW zS0H?)fl!106!$%xWRG_z9IF4RYiGKZ8xeDxhK4{rL?!!UwVw+{&6DX=dJTy%*Py zXf{YFp@#c|(e#OP6+n|YoE__x8+P_3rl@;B)6Cq2HFFbk!0LZ!-SA+rc0A;{p_b>t zR2^k&M^N1?Y;eP#+a;_ClII(OIFChf9t-1in^0vh5zi{kn4szb@>A^TXXikhzoi+% znkG(3`1AA2hMl!jyi-)c7U^(Gc&l1~1F--kqyJW*$&pDgGjesT2uS?wC#cK7u+sp^bIs1Q~ejUGt`{2Y<1@NjHwFOrilh-nT z?bzzo`jPj5F$=g5>--p7@VooM2|ZB4nETB?vGZchsY@rcCV;c|?)X&)Hik83fwt%G zI&W?PUQ8+)d{Nhu)gI`lb&evK?aACr;&B{JVzP z7+lmE?t5LGz56^L$eO$Fj#vJfcHr2;`LYnFZQEbcko=b6tLOC9Arfz&OHYA0?SAy_ zIwg7zD1Lct65Aus=qA>l^|GqT;t2{Umw(Y-CpS$y2Q=Df}mEY_wVJG{`zkHecAe1_{xmi{;;mW`=;Bc_jMixY1;jk zzwqVRnF+$(_TWM)w_fw#vZz14Yk$m+_#?Q_2+}6m{ovb?`lQ$Hpv3dLJyAwad~V!- zRcq5*=dbk_lx^I$e@k6(?%!qCe)%Tct22P;n*1Q_*ELWztZfgjhWGRQJulsS``hMk zkOi3Err*k6wRQfi&7oRRZ_PJ;gRTE|_x^nqw1OlXtWC(E?LujB`q~`xjZl3oQ$YIe zU&-3vna=39<}Y}gvuFD^t4G^7A4oT=o7F?|Zr5J{y|uq)M?iuio5|~|`PEnc?~_0~ z%()&!Hf;F{Y66vfXx4Kq0hRYT|2gdM-|#(fCw|#=``%)QYxUrmn$-~W-*@Z3;Ml!h ztrHpMvBL7k_4#urGMF_8OFMvkC%oZEqE!0aiI94UZ34JnGHD3TW%zn*SEyD`KBF1P zLU3V!Blmuu&<9sm9hkYC5!7=Qb^sM=?cIeuE3{{^ zoXKGZS4jsf^uD=Vn3)Sn_i78aG#2MFms)+*5`DY?-k=n6~1zGiXsj&jwSFS0y#qK8%SzymM=tarEJtYZY^$^V{F5 zI(EN2UB21tnQ%_W05-pED6x9Mb^ZUljLe;k3O#NVf|^*;lk$%y{<~$n`7xw=oiL@Z zc%AI>xc>E^g^#l8;DwK6b42CR_g??IOy9m|`nO6QwjPwfLb!Az|-gB!&eLcj?mU7Py0!;|~_^NJcqPS9P+JaZV*8R>f z+O)wN)SR_ezMLxgTlHJub-jO+=5CWz1h*1;rs$QfjD2-!*Ok`TSBLcAqpX`$N?i@+ zoe2uxBAIv_)W7g^+g11`sea?TJ&`xIfm>18ZeF){UD+1u|2k}C#{L|!d3Bz!>BC;{ zy`D$EPq|^HY~x-G(VyqGY`%6$B-pf+Ik9UbHFIAF-M+ST>soG!^YTr-k2!9K-TDdI z?lF7$_d83HW_+Cj8QGt<7L;z&Q_92&A|v27-`sU&Q)y=E>qDDBgVP^l4{ri3m#lic zWb3*Nx%iUnpoyH_ph5j_Mn>^Y@@GTmi|NXZ8{r{@kjelRi-~a#P&;I&~_dnw6 zem}1N`}KX@|J(6(zx(a~{W%_A_rJgX&+q;J{%yDa_wD)qKOeu>f4^@3|LgYse^1B% zJD>mm$M@6cb^krA|Nn3M|9{09|G(5T26!{Gh%hiPa4=MNX@^Z+yV!INGXq1E6axb< z0|P@vj(%}TWln0bUPW%s-N@Md*#;tiwL8A^G4b+-c3g2=Ws*5tYb$^Ci*8|_jVZ}& z%e;QQe!gDd(z8oTUb`DD;<|nP`Mk%kyK`Uc5Yz5@FDAjAeljCa{hd?Cr%Rt-{bVu@ zsei1hw?y@^sIybp>N~4Xb1mKyrr@^sz<1?-#h@LN3omYvR?A91H`_@i?}C}-vv0P( zcN|OJSslAOWw}LR_@^q1eC6jHRZX5=`qt{6-!q^&|3!}Vp&RyR?YYSQNzQ3e{wqzTDS7s;n-Y!m zCJOA(%1b%gQ1aS)w(kA)UY1w(IIVUxDEaPwWzM9KiO(+QojLR5OpdZ<(4Hejy&XQg zuNQs~TckB#^hZ8|aSWHs=QG;%_m`e8@RHg#UrA%aHU;&}KFz(sef8;YeR!9APQ7;XWbM{|@!UYa z^}15#+ZJ)`de`%L-TjNVWu`xw*!|kAZ^ebL_PpXhwjGj;eD%xdwnoDp_J-=6XBKT* zvRd2gQ&XbxpS_am$y<(Da>q?nKe_DMvz<8yiVEwFOjY=t*UfdwsJWES-z9y^MN6Bs zxdBnE?nJf8M8;jx{?GmY|+HuXiH|G1RMeZ743qU79;bBp6b&-=TmZ&@X$uqyxN z>%#hw#D=i{^_f8M$=dNCSuTl8>^j}&o)^=&U3!6lC z`%SvE(!scE``%M=n&$$XkJe`U-0}Un+)kA}cYU;})a~rxe+$oD|8_S@e!1#Q+W`OE z(0x3m_quATGmjKcuKda3qi{-sak5cU%mN;P)B=U;|1H)D+UO;-i1wAub~DIgSX58K{@Si`_vh$E~g z(@kmDfCWllnV)gjbR071W1MWnWOPWtWF`By<1D8FoE(BBX7zr#S@&%1cgy_G_m`ZE zN6p6D-CuVdU|?VnV`5<7W?*25FG|fR*4G1(b0>M{F&XkWtQSg+_gQ&_$#Bh$4bC0h zJ35~)o_S7 z4aVO8&)zxDb!FDv^=sbzS#J7a*_qE@6(%flcP-HQGI5DdciEKncJuD;Tk?5na?+NH z`!D`~zOX{X_UHb&21`3HU3cYF%ir*m71g6UPxeprV`N~6WMW|8hm=?4`9;}D`T5zP z600{b*8h-$z#r|id$YNvggBqNE}9@=n)Kl3t=pG)zhAtQtNG#e-ECrq`+k&|8&AJ^ zb7$n^KX%1=^0K|#5?=)e3WZ*_;H%_xYl{wVOkG=W&m-wY`9^K7Gl>sB-D+4`F-K+c zjpk`B=h}o;D^zX&U(tH1Ib2ahfl)5xwpj2 zwfwq*QnMKEJjbO_Oz1NGIOjljYnkk`@Ky1>l{>Uf`A=ls zA9R0P^YkVr-4)?x+-nc8KK;Z0cH=8=-K@3plKXCot6x>U{=xjSK5Eb#zka-HEdv9? zZ$<_NDM-*mk{NOYfRo(TiMD*r20X3ng`P4LAYuQUvyR~)w79aTyYSzfFa8A+GdK&#C=1|Tzvx8BSG$t(7 zcpdX=li!kt(?Wv!Y?=L=Urw&CT58`Od*^NVPSf-5JJu>b`11M@H>xLRw>h;)Gcqt- zXJ%j!W?*25cFxZ$NzE&X52-9jEsh1Hv9*)W`yDpmITpY4RcV&7MS;U>y&mm12e?~~ z#4dg|KPkT?zyJ0ouLT=!Yj2&Y}|skGaGYIL+(a+@bhI`(enBs)i{&Z8_S)dp(Y4F51lWGK2B- zX{q#GJf*oJFBW|3^Y-fDTyl)9VUDi*#iODoA15UKxpy`%VZu(2Cs%U01aEF-see8< z=jH0|6HXIO#8^IQNqKuyz2#mZ@2@Zm{~yXr%093h-EcEvVnyd4j1*V{7&cr!AIFd$kN?2f)kjSLJ78yOfF1Q-yYff2+`$xjX_$}cF^Pb??^ z1uVMmd5+>*pt#^+Vqg#iX@KGe#`O#g3~=4a`9-PNwENmO=-g&yU}%tnL?u)=Lj&Va zMsP!?BqKF9RUb?mVlzPGr8>tXD<+1|3xpUXV7eI?7`8RCa)1p0CH&%y)YOt^6!^%u_&FJ|Yq4|dg qSTl}Xk8TcnRzjF_*OLib#tQIeWdkYVWZ-15V`5;?^k!mUU;qF**@&b7 diff --git a/Algorithms/Expectimax/Expectimax.py b/Algorithms/Expectimax/Expectimax.py index aaec959..f5dc4aa 100644 --- a/Algorithms/Expectimax/Expectimax.py +++ b/Algorithms/Expectimax/Expectimax.py @@ -10,8 +10,7 @@ from Utils.Helpers import get_swipe_directions def filter_not_losing_direction_boards(direction_boards): - return dict(filter(lambda item: not item[1].is_lose() and print(item), - list(direction_boards.items()))) + return dict(filter(lambda item: not item[1].is_lose(), list(direction_boards.items()))) def filter_different_direction_boards_from_state(state, direction_boards): diff --git a/Models/parameters.py b/Models/parameters.py new file mode 100644 index 0000000..5684e7d --- /dev/null +++ b/Models/parameters.py @@ -0,0 +1,38 @@ +class Parameters: + def __init__(self, parameters=None, depth=None, is_pruning=None, is_transposition_table=None, + weights=None): + if parameters is not None: + self.__depth = parameters.depth() if depth is None else depth + self.__is_pruning = parameters.is_alpha_beta() if is_pruning is None else is_pruning + self.__is_transposition_table = parameters.is_transposition_table() \ + if is_transposition_table is None else is_transposition_table + self.__weights = parameters.weights() if weights is None else weights + else: + self.__depth = depth + self.__is_pruning = is_pruning + self.__is_transposition_table = is_transposition_table + self.__weights = weights if weights is not None else None + + def depth(self): + return self.__depth + + def is_pruning(self): + return self.__is_pruning + + def is_transposition_table(self): + return self.__is_transposition_table + + def weights(self): + return self.__weights + + def set_depth(self, depth): + self.__depth = depth + + def set_is_pruning(self, is_pruning): + self.__is_pruning = is_pruning + + def set_is_transposition_table(self, is_transposition_table): + self.__is_transposition_table = is_transposition_table + + def set_weights(self, weights): + self.__weights = weights diff --git a/Pictures/Screenshot.jpeg b/Pictures/Screenshot.jpeg index 2d491afed20bf40edda2546d9838bb13d4857ce3..8fdbfac6ca12a5f4837c7474b68977c4e8380b4c 100644 GIT binary patch literal 30096 zcmex=$<%PwSRFvdYWaQ-KK!z}~va+(XvGZ|o z@X3h?ipY@+{vTiv|EDQ{cwTw*63@n1ILW+itY{G$w>`H|qMvW5}awt1(JSZA; z@q>zSQc)8pmzcPOq?D?fx`w8fiK&^ng{76Vi>sTvho@I?NN8AiL}XNQN@`kqMrKxV zNoiSmMP*fUOKV$uM`zch$y26In?7UatVN5LEM2yI#mZHiHgDOwZTpU$yAB;ba`f2o z6DLnyx_ss8wd*%--g@}x@sp>|p1*kc>f@)+U%r0({^RE_kiQrin8CgR5fG1|`Ad+2 ziIItgg_(sNL#Nz~4os{_Ry;>bO1x z-CnojgUE)r(JzBC^6x7IG%GF}B}LyxDj{c_Ukc>5KJ~?X&!E z^}Rnd>+AideX`wUSJp}#uV3ZW{#_ggEOW$UlhL%ZXiocxj(fjPJS^%lx$-c`jo5 zba{>#3q!o@)lL3M+VAIDeY+fZ`R!J2?v8i4dW#|#%rc%jQG#g=e}N-ggZiR<`hS<$ zXX}PtkK6rW`=Ot?585u?lJ3o192pfZW6)w2qVXhO;rTW;&X3XcBL6N~9o_!z>9n;U z&0bw>`&gKfZ+E^we)5y!P#0Z4c>mVv|(lO8)T`>-VaD43Sg& zp<4WyS1fYvrQZ(IzTKVrQAH;)?U=h;*kk1#3;3>e{n_@xyxY$5$NeMM?n!^x-*1y% zzv@nVM#6uFmcESbEJ1HS+pJp5wd7NE_|p1ATmEjUf1&!={*TV%{|rxNG5r45_2c)q z>JR2`4VTm;T-YivfA7aUf8Imszq9WCn5nl&;h=)=Ma~=B&jtVRin^)yNJu>lb^jx!RN(Yn5jy>rxc$L!fI-=I_iug&%eI z_t-xSui*Oi?3_oF+S1~*BQd@v4WdnEaUl$+=kA$wyW$`V^P64TpXVQu-yDBzJ@=2W zc-g&YcgNm7{%v-5wXT!f{!VwDBdv^GpZuX|Hkv9`O$y+7fbDVDjr$C+$yUn z6dnC~MP$m3)=t*gj-NCA?DCeF+w@G}U;JXd*58$NYIkb1e}opU%Umh_>U#0ozWL91 zPfgmjSzLKXsGG$LKgQSb5;gWe0zdXY{<`*gcgjbW;^-xBC3auSU&<88#u;%nbOW1v z!r}!l92owpEZT3jPrkQ4J`#R?aztdTj@7cMCeJc_e4C%SPX4s*8sE~w zdBziu)=g5@UQntywaroXD1)x(hxp_2x2zwD_xw}zeej>5^?G@kRnc8(Yv<)^d0*Mt z^FBPt3stvvdfex~-TaYk^|!@8oN~VI7tWSb-?nv@!-`+6pI(W*yIW=!dDWBQLqUbb zO9%PIBH`2ios}0``%mu&^Y1wCiZ@@oHC?wY&6Ttk^GUHvpW9=}@QEYwoKdY;1DD1k zim<)a{``2ZSHJv^NB?IKymQ<8@62_M`KoJ=T?*Jzu*6@kDv!hk@<1?CbM0~7CwlVjyqbc zBg~=q=G~W>Y3=0_=K@yBG|yW9DE?;jgMHiLJZfx|AB@RBNvDa?cOSFxYqQ&A$A$B-i}G{R3;=jyukJ zS8dOiS-!pOY{hGpmPVByDjMw1RQRkC!jIZ-jeql*{gAHN;UiIM+Y48`xIVo;+3@bF z&WBSLTm3oR@Sr8HV8`*AkMHJhw%hrLzjOa4`)(Wim3Mq=S47{wpYd(8hxeY2YYUEW zzVa~2{l&U~f7*YBw0d^ukJ^uyOO2L4Gs&lx;kPmvEg zB~ra%{iP~~pU1x~_&ZzW$I?f$`GqR7{xf)AeE(-!cTnczoR|mwy8j%C4&<@SJLsOZ z`LTqJ`-kXn`d7Bh{u?EIH{Ne^HizEZ?F?d--_-8jP*~)B{P&_=_xtC|));@NdhNOO zTFG1Iz#UgEMG9FP&0gf9Wp4IN#xRNf_u82HW4v|xz405b?SB-@?Y(bH?_=`-=i=>W zw6hC%dOuC#xGgi|R{;CD_zl|+&s9GjFOs)ax9XbpS#yW&(epQZ?4A^PbE8B-)r!O0 ztfxwzI9u1Xf{SSd10RFz>Id>a)R*^^++}{$w({X!uSeGPZ-2XZhnF3we3TSszgpYQ z)`NMa==ZM-HI@GvSowbxFL7R!d0+6$ZI88E#r8z&x*S_rcVS&mklWW(&F!`xiSwFv z+5b@Y?_9UlzxCGfcD<#U;;vViqo4deu`K8|`?jwW{xclt4gSy2)Ln7fck2hSsShgF zDNhdFzt{U_61$pq#npy1+3nUmRd4gX{C}vuYb{QHATM0emT}5?WtN~Lr?T`Bj-tc2 zjV68#c97Sr;QDml@9)wr*?*m0aeI5$i@EB2KCj^M$aNR%%o!gRFi!IK`YUTMRwu^z zpFvgs;QSvp+x{~=di~k#^x^*uAEwo0`SaASe^YWRPkmOuxjWD8O}fR2 z^J{Aj?r%7pYh9-6zu7TQ>Pmrr&K^^%J1ZCciY%M=!x2Or~O>ko_8==^6`@SmaQKf?#3+y5CRzF@xgPx?>tkNl6~5j!r~NI$ZFYkj-A zxL7AXX-9ib;#BW6k1KMKZj9$mr~eME*nC8ec8!N7(dkS)cg9LFRSYB-LrRRZl0+By!C=&Nln8<#d87WUmxu) zYp{#@+g_(rbss4&To8D>D`~Xk|yu zZR=hVm-TDunX+wW0eij+TOK;r#hGUBp#6luDJu6r!&}bZj<4*+_PFLMeAw4$bactB zQ$|a#&q)4aUHokSZ=b~r*Zybtp>e&tG*|hcoZN@CJ^MoE?X~$7Z#2hv?fxlY_TRld zBz`aWzTV9f2mt@WPTpIg9h{Y{i*kV zTAk;szv1`%KZC1x{Ib%YrXO}6xBt*m6Lxt|`QPc^{xfWhIcHyCel-5WoEqDUHqqbs-~4BI>m9n|xB1*>KO@geZ(H|nZh;2#()Fh+YEqMz z*Ih1;v%3Cp*1K!hk4%?pJ}SX_W68RYtDg5QbojFVO4pwQAKY7VO#5%Gl4pPYf_LUe zlMk^j$C(^u*7>C0-1hcQ2J@A?{|veNWz5!HimGrvyz%AkeG#h0Hn(ee8V^0cpZ+jD z=->JO4B}tpyZ?zz55BBeE$eo6nys_{#KR^$2c|0SxYOI*cHo5@o7Vkf_N*1*F+W__ zWz6cEoG9A5ZMO04+}41|O>SN`74mAA7$0wEZ*r|E|IfhkYS-@W$9YRLxy^4rzpyOx zvQ5pV!&~<)m{WhCm!Wp)$KZ$STmGrNG@BLQz2^Duty|{56<8C_FUY@TooA5oLDSV16>^?0JlUJIPth_emUZy>do%xSo|EueA-u&@jy!!Mv&)H{sw9}IxzuRCL zQzyds;pw#bmA`%eUHZQL+Do>{iPbtq=O)K!Ow#t4sQlBd=#yyRp(jjt9`Ia$arNnL z&*i?^d5^?0qAYIk@9;Qa-&&VfcV!>T<{$bWmz}i{t}RVv*|srjn#GKnIrq<$-jZL* zxL8H_93Q8}$-kUGlGmMo)ZZ>A{ZaN3%Z@8wR%h>=>c&v19F|j^GADq&@!$FRo8JCs zIBeg!t*55B^7zDJ;k80sEZ=}<3Gc<%YWzZaeQPi_mx5|Zc%G1;(j|b1+QJ)^) zHnB$YM{@eZ=7QJ+G`aG{8T0=YezD7c&;{x9-pKzq$R$FaPd! ze+oa`_up~FjdF%h<}Ja7n*)`D|a!E zz#;y-tp?`F>Rio|mMST;{<43_Z~Zc#>xa4Dhj}v@{+->hH9EzUA@>#gndpr=p6XX7 zN0$V!KmYz#^0#5d@`3|F&)` z+se$;Vuk9v`QhQG*B3SZ%Z!%cDXk9 z%ixqT;%G_f{~=`XNBhls&g`oCj{4NuwZT3+#Rbe;<)GMZlx_tD*IfIokEC~WDyLX-ovJcCt~~2I|Bu}GuKF(wAJYFZ z-uch)$+h-BgDXRg_lNc0w*BaTw7xS=`op!wiz@uIZG(fGE|oW3d*HF+oyb(RBF2M{ z75-|!=)bl4=sblF?g!rHADJhy|2Ny}Y}E~I^{T43a`pSw0{L}U) z-tU$duv5v7Q{Vn^+5W#PMSHjIzO8@bL3^^XMe^?@G0&OTWxtBjSiqAnT;YG{p2lzc zKPva6E^ghwIq#GG7M-LWpSCBL-F;Q|JnOk^fvvXqKT-Qb=YOfq%4L!9nU`LPbE+;q!>yvX$kKyVLR3M(;&@_wLEYt9-E~IambW7SXH&c8nm&vK6VP-)M3G=SL{(A0@`$xW|59>K&v!&eIw(<+z zcRMlR<+b?Ns%Z&3&+&<*t2}tX>>$VZoA*!H$L~kxx*sj9xE}ZKsy9b&)Q#Fcj+#x+ zV(-72SUh*}x~g#g-|>G$KGseBDEUwOkKL9%yZS08y?d$?vi0cHOUd6)EuOSwMNZGd z?di;-Z~rrF=5MG8fB3pzyyE`xLdWb!`r`N3Ubz;qqcBryx>ie*Td{Hh=Yi1YmdCdS zus`STuFuf#jTf{rRd0wprB=P=x9x??CO28{UYf^c!1BPnplj!o5|!{v_8a{V`uacI z*ID~0U*v%9*S~S5ow`NbQPIu2vjvZRvrsAHTD;ETmsuCXC;eOdAI6?Pn&0N`duf)* zwJ$IK-CX{&cWY|G(kLZ=<^mhJ*-g)xO+PMgu+y$d{=v%nymhvV*tfHWlix&LZD~!O z@FC7<&2o0;g<4g8JMEW>1h79l-u{R8WA?Z19~1xXUvulOdw$W2?NMvK9n+4^5dWdX z&e$OY`2xhZf@lsbW7d;D9uy<&# zJeB{@Q!)Qv``_e$zd>Oa9`Bm`HvLY`iYN9DB|h5!<^Og3?|1e83^I%V3HA&BXSnd6 zVNL!0qWX`gUcXp;>->(Q#S{KBv?PP#(*Cvl_dE0d6!rgb1I3#2KTwFB{LgS)d;OyR zY`cf2`kc|tK(k}rzAoD}zuUDe`O%HgK(}PqFO6@T-^mQ9Gi{z9EUQ!hC^udA`yaJk zN7tP^6K(TS-XhfU+{eG~FKzqJfSN3?#IycqcoMerKg0U#{~0a_?e2Q9TWtgG6v@KOCQ`LF%I-}(QujI9;z-#WkW(+Ez!B;>LW>wkFF z`2S~cmfQHBp>b1vuV}w(N$lj5s`m%$e~PZFfBp48!xxryk9O2I{b%^39rK^z`s@D; zFF0e5GIQY@I(@K@??1zd&Bgy2;@AFXSfE((5|6&TSMse7hS2fD+*{&jCtgIq|4!E#PJ)syWogfnE%76=tqD8>_?4}>q z{~46dp8s37{a?e>x&AE~Z!;Ek9awNdoX`tsFTv&trCf1B&|joV{$!zDYTTK1LSM2q&7eVlvsd-p$;lgroah~N6R?}p*e z^OD|9+)1e_c0A-7`5-xwIs4YN{nmRdbyE zqw_7_qVn6;mGasL?wa=Ony^l{LF^>0o^1@0?2@+rOZDIUUKeY7^?CcViSt-H?l^G% zX9#mORhNdDKk^8Pa%>sQ@~@(M5Td?zT;A0vFZE4Dm%>%}dz=X!nIc9==bZcR1gJ3scv z@m3XcUR5pn&u}Ps#fM$3hnFbdWO(`S#EHN!rUmT=vp0U3I`!__ueu>#EM(rKz zypR=nevi$%~yVN?TojsIQQ!J(fKx zJV)Zs#ud4{H@D=vBA1lP9`LA>R%g-q6znY_~s=Y(yJ4cWE zI?k6z^>(kk_2QQAxuq4i6C1hZ!)zPAt22LGKi9^u)HbmGq2`r}Sf_`V1m852{AWl> z(fB2`!+D19jbC1;-d+23H&16>;?CAiCXW=p<+7DBAyB zlTUq`#m%+9Pnq~#{KDgve^v-C|5$x&n^oS#@`X_zn_rm+N-W_jQgoBB-g`ow`QxuA zHH;s=UfsFtBk!49nPS%`(QFcWJ6UJHoXSvVDu1}Xt*Nv-`lHeG&xR^tJ$2tIdDTDP z{`o6>z0xYBMH-=j4GagEFExmDX)J&xGDei*if}n2k&&=WcKQa*|`qw#lV; zx-S>}KK_r%LjJA%QumM7&fWLFSi-ICaiqW@#p6mDgKF`&IL;s4i8hlXZr#0gQl0O^ zE5XI)mQUKBZQ7H%?8m-C+R2YP^<`yeI6l9}xl`ht!ExEu3sp?fGwleW9VhJwAPZ{;%@g>p7phzHuGPx}=#S66or2s7qr3 zQ)Qey`Z@nIv|2u@|M~CYe}?yO=Ksmtb-r~U<24)I zN1R`Iot_ZJbr5WG6dYzfMs?D5-at>cu^bm6+c$pJ7jB@?a{k= zXT9x=^a6=vBEQ13T}|G+YbpNEz`wAs>Ay))kIJV!%QXIMXn*JX`kY0L za>D-^xQdVbXZZYg@qdQAiEuGI@!@Q;<`iSr=sn)YC8$GiwG&1kZJ$m7L;PF%0 zmsWst5V>Up*Q0$}75;%AL-)2+)m)n>onG{>+Th#+!ye5q>#lWW-n`54{GWWr^f zd-qMRRx$FG-YwQLY0pOG73}+$mWTv;?%v%4tGYq-&r@9*>o)Png6d18_8~t?^$2z` zDBoknsLjLJw*{#EkIgGT^vbRk35*Z{1wJlJVx+(#2bm5>X?g5LNo8TBc7ltyF6z=| zYJwJF*t|kkW&wpFIwrMI1Z|ZdH^_-^p+3JvT=}2j{_+0| zk6zVpG5F7L_J`5_%^&4Y|5$uYW4-#n^Vj#k$hq>L;r-+P3?EDC(_i2JVwP3^{o{Xz zAG_=!>J9##KT@y%sGqP6FaBLP{GY-6!QtQbf`9gR*(P;;s(yQC2eZ|`^SHVKe6&Re|`VUJ8S;mKlT6g z`rq={f3D-Pr5b1Tt-`)_f5V;cX{;CdowoZwgEQOG{|xo_|1)$gemm>^UmmIHfB!So|I^y| z>n#7XKayAfw)g*Mm|x%ZpTYRn3j%uj*If9Qf3W?Voc+Jrf7*Y}XD`|ljACg2w(R|1 z46@?C|NYPKW0l=z=b!u8$*PrqpG;M?mxqYgDdOrfB(<$Xa(3w z67`9X|1&(l|7ic2Z@aXQ+My~z_tR?=``I572eT*MVbn^G>_oO+d473GwQkX;Lx!4c z7O@TL%=09QFVu;yMa@C4D`ENW;b^|2VX=WP-_88+pW*PXY3mpJ7N%Uuiae`tBV|BLmj_{sknKAy6F$a%f~ zMfsKe>i-!YPmMeI-Du~Hi!tSY6s_L><@+`L$$tjW;IdQc{a>+LSpKfbyDzWs^tSosJ3SL>F|u>bz5Zqi@wDS@sjwFbzo4Kz06 z>IeQmS-k%<#IyfraEyAPJ^zFHpC;A+4C|Z!Gb~tJB3g0(d*`qDlFk2EY?-<=)+H}N zu4j?iTE~$Gg;sq{M(Jv8o>IGi`m2hY+i(2**Iwu<627J4AuhkUiUhEq4GDB*DBH*K zpJ9T_{;wbEzlg4D+WDUWIrQSSd;c?3%wPFc!v2Bt1&u{r&#atqHInxH_WaM#pZ1@j z=0AgCTr*PWt=naPVE(GVz6SO0ul!a0C9bik>%^}FX#XDD7$0-^f%%^}rvKZ=|F3E5 zg>ZY+@YDLZ|Gn^6J7e}g9966$ficHD&;lH~&x=6Z#4z0N1B${I1u(@^N$i z#?OEG9(8G~&-e)I#$s&)&RVgki{Whz=YIx;&idC6{xiJLj%6+WhZ2JO!lnOxv=4q| zP=BC(L7=PXnUYp;D=hS^x$mAUDcaeb3HvMix$KtBNz~jIv3gUg#=$th6U$xmPd>B_ z3@(~oZhtr2@~?wvXCcqF&nCuh7f&o_jVRLgnxb{-$D@lPuP?9u;Av!~v1pSiydVAf zt@=OP*?&L(X|3X|{5JVNgWTDFKmR%Hdhwrusc!XGlY{>m_6L8N{vu{km$vfDCU699 zUUnlcD?B?hnfbhNN$8ia>KneVTWTj$(YWYd%EqvN52rl;5>vNzt(B;j_95LlTR-lo zvG!VXsV-gGH6y#qZt>!n4pZ*5&KaqGMQdz39$c$U*VwV!bmbl`w9n~f6Xp5}y6Rdx*k-T#Q6G8f@n`)nKNt1?{$td?Qj%%?P5#%IlZV$+qeLlKFCW8F_%kjpLKKEwqY9g_Zc4+zsfu&H2Z1SZndBu(I;=Z zO2Yok6TT{HuDQMV@73b@R~RFv3!Kh3b~eeC=_&|qSK6}DX{~;ruAtvutNkpKl|jK4 z0Cf(-YI)SY@#?E+i7f71;J1JAD<7xbPk#PO_NYi;+{MR`BoOGpD(WA0)#R<(^|w}2 z--u02XIxT~@{2$CjW!?F;n@Xzi@I|BCLP=4_Ugr9ty4uDU)koOjAqN52D*wc-ufZ@ z&r#?yFQy6@ByQ zzW%&tW>X*e`hL|&o_j6g$pl5;hGcb_q_uw>+Z48KZeUrmY4R(pfAg=c&y4@jTc5$d z;irA($=l!e`+WQvX5Oc;FZ#;7hgaX83)5Z9SlhpUf7Q!X%Vkt{K0RN4Ia=n+9M$fA zl}epmFN^0a>e4=Jy8#yXNTu+C>+>`1KfbyDe*P2fb^RaIU+oX}k^lYG-m|Xtl*Xb> zb~8W)=a=^_YnMg7xGruk9(FP2tYPpz*RUH52cF-Vb!5-Se>+U4PvcDbt#r!i;M0{n z3%*;N^LRh&vGxT!xriS@(b3txP8oblpUG}KZN}#Kvo5Y}uaxPl(7?s)r}MVo`S~V} zpTBLcPi)4nId^rd>tlb(njiV0F#q6oqf-lPbowQ2oyC}c3df~Cm}{jQe&kwNaqop` z`U+pUIFCQ>sWZJ(6T9u|)60uziMw4+QaCNuW02R_zvB7V^`;y5?Ao|f+^l$yu!e$_ zjNrVj5kHr9`gyzN&z$G#m9IM`^L%97{kyyV&3wJj`lIECt9!SYm0k3-Iq;T$LdWX9 z!*ctV+8>ltlGC{SZt?D|ovPj3T6}?58;`TUaI;*mx_i%6)7dK~J<5Ea{(EBcXLH-u zs^tw|{C~KaM0fA?3+ak%sN7T+G1c*a`t`}N7B#+6UvI}VK2MX(lV)uUoVIoL#npFT z|BU|l+2-;wsgf%HPW_z3^HchGk}pQEF@HFxt+dr9bfw<Ko9$<;R-!uM=QdoSf_(z98bnuJo40JDLoRCI}^8?T`7V{$;)W zy3dCSVx1Sy-@dDM=9Ep!{kxX0^IyKTsxr9ll4oi3H=8q;?w!;9QeAGiWxY^V{z_+= zcbkr@G;-xIOIkb@&40vW$hvh7gR1J3`GMEJ{M%aX^`D_7`?o`F`^n#ae)sqOO7B0l zaZe%Zr+Z7j^R3S-+L$ZB{igQs@9Vyy77ta=>s9ZYb>sPxhdMEp$|qB=d(U|)5*R1> z7M}4VP)1SW)_{h+5oib^w(e7?6?h!_|snJ+`IiXVy2gWY<_4vZT7>}bDjOKr6i zU&c*mZ?myyTVyIx((SUFFGZN;=XSZ}c6+X?;vMd8GT5Jfx9H`&^)~hAEJa@}~%tLaip4@}C@TF=qEsQ=^Ixn2@k!pk{}EhV%{KZ-sM zDtsEK5$G!VWZni?t0Npy5M9VVzh(Z9Z~5QPe-gd!{zLd{{K{qge}Bzivft^cNMNMA z4`__5JdW!_+06ABP2aLlPnqIz;gPwU0S@hiz}U=SO1?!_+tWEi-;EP?Vqd{$*T`a@%S@&3%!& zf6mWe8*Fswk=kSaOwQbO$F40|pZkDw@s$XZmCHq@OrEoUdf&dC>%}%~o%idTv~|jT zlXHUXJJ)p|voqR#eerLVz}jhNWTx;=E3(S7n|J@*iXYk`n=fvC@s<0=vx&-XTuK3c zj|}hh9l6-G)^BgbQTx)&g3|^wdc?$*Je58do~8XEzVoG3+~h?+wB4(JFOn;b@wAND zEc{2qx_-{}c@?{lhX4ArRAPqCm8S~9*YEZh#~%NqvzPl{t*QR+Z}b1e%757OMgQlQ zEBoKys{dGeJ@UdFQHzkk{^U~!k4w9)ULVb?dG>2==8OI7l~1l%TQ8ASkS(XQ>q_pV zkgnL-E)8rF4$CdncdY69m^LNlQn~w$OH-C}obo!mc6TMKNMKL~DD<-kRF-kzy7CxC zT{-yEAqA~nevKbHKe9bL^e&$NMNwt2!qKy*{ytTyJ^IDsRlU~w5BDD~n45I%kI&LS zXFNq0%kQ1%?D^;0zq+a3VL$vIb^i@}_jCQ1N!Nw@4uW?*b!U#eTV{?L7f*K%SXS$?%GEKbx3irS*!@GiQr#P&+zr&(WCIfw+h!k0tX zWi9H`VBU(>YdVh>kw0Vde;@hlzvAG31}3>iSCMeTOQ871hDD#>^8Zt9{`>h)t}jxE z)^q8_e=L8)Uu8D`XQ*5LQvbqESCKIH%kb%5a5EltHGve~-cvZF^Yn3sJ;BZsT79rS z%no(dq1w{@_RqTIy|Zik=f5Zy33RP?@5AOZm{`qKP!BH~wc~`*@%*#{-17`1-1F2% zlxr_c5ux{b@gL4#>#tm9|M%DbQvAZAE{!$)%fM|*94lE&@pqoqgZoa8(fdxQfewxk z^6OJjor;cst^&mix`Fe&L-!SJAg}7O=Vv3(fdBR3y+r$}0WVpSDl>%Nxs!Rvcj}uzYZJ{f`;{ z87@S<|M$=Q#}z492HP3Or!Hu5ZBp3%P5&8`-)*|Ho;#e=uef`6?EU#O#sB!!ztAoJ z&rmP@C*wauXa8T;b)ZrF`d)9>#ILL7#TWf&P~QGqn*GoE{|rpie@?7Fa{OP@_4@B0 z_aEy=wr)!xRJFptV+a2;X#Zz8u=HO_{71w83=6j2|NAHZ#^|f(wntrjl%*v! zY3sXP`u55asS)w(gO;CqbLIVe@1<+kzVrSz^FPD$HS@n;T>RGfKg0P*`}d0jF2=;i zt-o7)`cHrHZ*Ep_u+RU`pyG>Ft^4)W-$7BN@bA#UdQg}z|IctzxOQ3n&)4dIzhwOO z`OonAn*Z+?S4;xGzWRF|6y6&)#Dl~8Kf@=N`wIRUYEb=E363D;3cmyZ2vy zGK)8=+Ei$&M#Fs|4{l${fp$?e`bTG z&Zc!e{CDeEz0rS$1Iho~_8pR|ul~;K{QRsNU6yZ;Po zppBqQ7xlkglm1!%51aiHxltXcVKwuCEPL=(lgd1uJ?@pu+_v+yX_P1SUA5j(cwV98 zZLDiJ%F4bkk$hJBR71Y?ecSG``x6cpL|D*Wp`(M6a^Fh;u;GuQ!RObEQ z{|v`LL-1u&!uP*bDU6hfC#W#+t%{ht_a9TcEfWUFZ8c9_MZ!JRmca)v*M-``1~p^W z&pP^_K`w6j%SiX%z54#2xil8-Jnw>Dhr{^VbMv-d47a+Q?f&nreZ;@zCiYK~-TxT> zS)?iw7+3fOzS;U{~1u0Uhmu7RwuRp+xu6QH~uqh{tTLL-?!ia zzNQm&*=#V#m%1H2Qa2@cfH~zph)aeetWWw@BfN?ku&$ zsg|cUd{b_Ym3`j-_28O48@$DDiUo=B>w2WJ?>tuIUUNPDqaBC(hukxpR`7ExAM+15 z+VIcidi3FkuP#qn8TavBrQsRFA6Z`(b_HfF&%OS&_*izd*N1yMSGlNdy1Z=ZZ`|!*}5)N7s%w zhOd8xS>%|g`(9n~R-`OVvNtRAVcX%OUPaeqC)w-{{qS$|(&NwKUw(F#|NbLYKFEkQ z_4<|yqhtQ+bT8Z zw2h7@8E!t5AQG8yp=0h<}gmmo-FD&Mg8~8Sh;nP@uFe9A4`6w z&D}G9*41eyzq#K!g>@Y|_3WK%?3oEJ=N!Hskk$OvHg)C8Q@txPuTM)n$&uc;_-@~h z6VLXpe)w)?_CsEM|809?vThyOZ}gu*sA1{0zapjIvrhb7@SoxFY4`sO>n8nYP+fQO z=_-lzu%PeL{o{YIPjv5C8gJMqHb-1#_Li;JuJ4Z3Elob5v8d}){|Z=WHTPALxgNm%{Uo+T-pBG>MPg7g=6nXF0cJ$XLN)4 z_STYXbz+?={KZA7fq%Gm7yr24-+p>k@~V@G$?uk5eKYU6ReGFB(%!{ao~3Nt(I-0d z?bC?c5@k*z&+jc5gYtJjW6ZTwNCsL}+!~Qh3Y-6=t|8n)o zLX#&*`0}C1tZ#3TlK*bZ)TXTkxMj>(u($M=ng0+p^NTVz=yv!GlQeLU{vD-Wx5x+LRVc%&X-&^zY zQSr)G-TxUl{T3g3CC)dYKZSYuZ)HXI3s(=x9LhU>DJ;Bf`?c4Fsl~i!bUcKd6-q5$ zpLn!voiWPl;gwnE4u}N0D#8bY$ts>T*1bL$$9LKEtw7w_%A!e~lCsI#4eox6FLYh& zmAp1x$K0~8;#7oJ-KBN6bBprZr`d^2yLRhwz%1sKmF+o2XB#Kf#ZOAk8$! zXD5Fqg|aiukMphU@7k(*^^ara3I#>g`U!Ho9T@5wLhp-LtoqLoKV`8n>#R9TxT=0{ ze3w0M)zKtHja4E4M1RbDI)iJ=D}T|B`aSbqH^nw}X{=Me1uhq!N3Sgj1@$BUGwk-i zX20?*|4)gF{~37xGiY?WiiFRp6#&gYzOQGQ7=B=);MH|1>aXY2d$q+&RA?XiHD#BJ zfyX)(rAHBoJj|0n=jS}_t9ooVmHj~Wli7#9n_0Kd&Mk`0|E%2?cCKHvvTLr4s%CKb%dP(zR?nY*;k3qMW1mnRms#O^CvW}p z=S_d;kNFQ{^}|10+4XIvh-NWQe1?z{gYfa5Igi)NG+*xtm;F$Gc;fw6LD{!DLN9-L zKVScQl!Nj4O@00k<9a^sYyL3z!4;0kgv*gK!WVCPaQ~d3J?lsPqx&2;Dx|J^T+>$) z`uD+~`_`VWn-e?Ei8LP+4P9}uVuoK?-}KD4b@Q)JoF**Z6PcT3Qn_r(&)}$i;nlaF zY*T?p3}aGC9iJz%Kr?n!}h;r|IZ*7W&gKi`cK{bAN7$x z%8S=TA6)FbT=(}RMZ?TvX6N_{ZnIgOuiE{Q@B86tv%*ZjY)hYJDR%kXHlv5%zWwyO ze0iSM-+nW(MN?hgy|0_gGtYdo@!?Yvm9CDFuJ68I&$r$`^Yc=Xz<7hYDX=l6^8XAd zjahS)mTu+D7Asb7ySQeS=eE-C_Y^KK=Nip(Mgy&^1`><}h>ZH9-ub+4~gR8!^>dC)Qy@^YsUWVPz z-mR4udgn})`i3>W#WAyfY%zGIUGMk)>wgBW7fYQaQ#V#zdm8x1aNoYQ{~5wQSGz3x zD8Ae?$~Ka}Ge78eaC*lxlYp+;!uy|1XS#}huIT!7By?)zd-dX70s&oJpk+%*5vc9t zFs=Pa+n3j`c{smq{omcc=9SsM`E%}Cm&W=P7O)j9{OTXSK0V&^Cq4JUUn3`7-6eO+ zmA>4u`}m)sp^yEy`^&&TrJJ{3{u0Y{>XM<1fTWPAYy)S^-|0jbOKi906%-pBHq3gzvMc&8V(*!ENH|4n*_ZS|}df^!xIpKU9XxbBLv(@Y4 z|2QKnCd3`AIbZy@C3$LS-6fm7KmRk#tKRk8=F#4!jkC6NMT6#QU^@b!+kZ?=VAE|KrnFd#_XWcQUK$X9T*6o~u%fo+tEC_j&uenGXX^_ssa5nA~vV z9e;8}NvKoNa#fAp##&c0uQx9bj5WSG`BB=0q|-OzISs!%IN96YzqC_d;>W4?as6*5 zx_*l`C<-u(Jn?eJuj+cMrz_UY+VSdY@@e&j&l5NK$Vn~V(oz~7d+*r&rmfz#(sBI( zd;2nlOcEBUvbemi}j`yZoP_d%f+)w&iRaA8D_3yQ%82^yU^1hQt=G;->1Z6N|cjoZ9;Mv~7FS zDT5oDyQWOu9d`AO#-gsLw&1W@SGw!EYs~A?wer8W{7wEf=fZ!6iM{e4&VTBd66jia z{357xB=t|^BkO;Lwy&Z4HzasUr}XZ7)BU3U*j~5WkN)*sdvNDv`Ny+;VYYoce@)_l z8K>`BmiY1Nhu72iolhQrGDD~4%4_#~@8-@w^TwwB@$UN~tXuo!H)X!K-Qu|ET(y|} z<)7E(T}97_ZF%iIFYnE}Lk~3`YHEcfXDm)X7`1d?_oHszpqHu@32Ay886uu~JXYcR zxAkI8(8p;rAI+}j`0_(v$?V;me^nai9F7?rzqG?k+v8D|+vFwN(oBn9i53PNJ@w~f zSk%kw%g<;m>UwV71YX3Xv4HPC!^7u)8q@wWte*y6{NnZOpIrS3vHV{@^Z&ADFIjJF z@t>h?_3MA`Pk!V-bkPi*8DTU@LZ-=D%1is)jXSS&Y=XoTwofoNkgu~T{vj28Uu0p= z+PS;iZKZq)fADQR9T<1&5l{W*C(nQ0jDK%wx72;sH+h|YonDom$Qw^P-(_B#q+?!i z>cCX@FpJj>Sz6jBg0o`omjCrzHg!#jox-)ZrreAyhG*99F^hGO{mYyDaZ|UVwU>R(E}WVxak*Wk%v%13SIK{dpN~ubGt{jAaS_xA zoByA|CU5`yss9{U-`W8 zKSTO6(5~WIM^Hl!JeDAOv?k=kyv2`JS95&%xmL;S+|xhb66YRBmI!_syH@1#=3Rp4 z|JYsB+hhB%x>oO-N6IYoGF?v9$|Uyy{(7$$8jB{EmrEc`EHHkaDiRo*A~g#>Wf1ZO zp4<0ji~p&tn!hwv{+-EQdvN623Sb$N01qq>lLtWg02`M5&ww^Cd-jjbe})M<_rHF+ z|BLIoXIxt0zrW$v|MZ{yaQ{$8psVP!*{vd2W~M-5sH25RXuSGwz3|KD468~^%c)So!k|0DgUiZE03{U=N zXgL0#p?fhJf6ae}P0#;DW7BmMs~ILplc!BY>K zA3))O-NgTOQU9Oc^;MQ!+Ux%_w5HnsmRYFs~2`&dmXp< zKLgjP`d<=HKoc4N8IE4JeDI#_Kf@u{WuDc47k|s0EU~Rp`g3dWoOkl~mh0^DnzG=@ z*6nrEjrxUxB36Wd%exp9w(E8NCrd8vOZ5-K`+xENXLz#wKSR3vAFYr7865Zjnew0E z&Fjg()#A_Xdsa37^<4g+U-kFO<+@h+BdY)fN1Xi&^ZyK!=Kq~5f79q+>34(w3^6b2 z&#$a~@i_~h=`a4Boc?+J&h}r=o&VK(zjvP<7&rMp1J|DV3;F*URPBFT*`qk@o6r8a zwP)t{LgUnBC5_!sefL-OZ>O)*-x&*O{vzn*LV^K1IOezQe;)&GfB{AXBj|DRX=w~~5f zeQ##gTm7Cb|{&%NNB+oGDzWFkw}B!Qt!jttIv!8nWhpF~3)Tf7ySA z$5YSuKD@PKj?1f+OP0Lf{K?L2nwddU?>3!_q5B^)T(y6Zzvn;0e&7F)eF@AV{}~qU z`~2^(`F{qPb@5-rw*UDPU#$Pz$^KO2qSf_>7+2L_xL^67p>8&4ga!U`a9ddwbW19>>Bo;p#{af#s36&ga5VtKL7j6{Xa$hP{aA(a{On| zOzQ&8*`b*BM?q@&U*7NYzrWo7S{8Eie+jx@*I6IhHfzeSn*Q{)cW)e1RX8qe!1AE@Fke+&=&RJ5#itd` z!!lP!r~Emy%JpwcPyYnIG6|nvpZ0qH7t>eq-*1C=?4j^# z^TFHcRy?ww{?UB}A*WpYx(BqM&TetXzxbnai(M5CKRBH( zBP$XZH}eqTV`9KAHl8_qqy>oy^`3ozJw>XFvbyb*njygy>S zz43pB^12o8PuutHmAnw>D*Cw{+%>`0Bm;@bg}RD_-<&Tq8Z0Oa|H%rLkgvJHewT9V zF0YI`m?>5u<$lb6!B@LO4SInwd$%9aXS?I0*dNPO-m^H9_5c&>)LE zX-eV|7F-&*P84B?TeNV~?ydW_M|W$_$V*Iem?X)(@_3xPs3}TPCwU(@j`LXz55$@e_Fk4mGOc_UE0t27lFr6LCdkUp3Po%FUv@DYs-fCJ;z(+gQJQn z{6j+SEW3ODd+53P0M=X{)2xZldZOKok6c`?7wM^%5EvBWth?td&&4f8ng_#Vy81R| zE>FvumGuI-kML=g#-e>^emo}SET#2x_oSEBKKjqlX_Wa|PyB6t@;08jh%07yZ+t(P z9Pe_?MNZh{^)yePRU)R_fA_TreDch zWauIC#Hq)iyn2Ek`{S=CelS0Ly}G#ck@SpP7SFm*Y~wMAE#fx6ti|vrv+;Ea(i8$K z85`J_u6tFs%WQJ-$~dzd2~Nka_9xh$Jn$#`xxesS|B(0}UZry40Xs@ssug7IZ%T66 zwe4j-PU>+hx%{Q;jpCLEe~AC*`FH-`lIi~$oK0_Dmqg`X3;HqR+Cf*5AXo>Ol=Hao zo-4Gkb4`bh;lm%Mf-4R$iBi2$tT03U?2fONU!OI~Wm0si)3x_U-%H(ixy$ulYo^lq z6?a{dCTN~$l}LE^U11LY@z)bSupho2_U!c$bHgo#XT>MxNF?lfB9^}_gz?8^=4&q& zbveVc!AF$cg&V^AQI_!T`E&m7-Cv9M>-@9&lJ4j#5`IqJ1y;3HvG#N?tMIb!Q056^ zRI`ovdj3(p*P%;$JXh{p%2T}Sw9F(H%?&&$k9)$-w>;R@?rxu7^4nN5#a+JCKW4sv zmdW}bZu_^e->8|t<;mOM_m@@tS^eTpmTyque5Fkn|1(6*w_57Qw`z*z-FvHlU0D2) zO`_@6IR>Fgr~FsE{#76KBzy74BjTs4Cf~8zyYtl1EeZM?zkh!p^R!a3d7n~L#Mez< zb8Jd?1iFeID+5(oAWTO2Ec#Sl+)m-njo8x<|MK~3rAX}D8NX*q|Bij_vi?uw*2k%@ zu2KK!`fqi4&GlcN*`4=-XD&H^=E#4B;(Lwab<%%Kgx5sf@0_xKW~b7Y{PT9h1F#CQ6jy|q-^Qv-H|E}@5wruq&>Hp@aI~1&zAe* zH(YaS0#zR`-ppb1`=Gh9(nd#(k9y*3;#V|#S;4?|HB2pjoEc-LI2WJx-RzLJFmFpUv<5`*ViYZE+MX5s|*+< z7^=cs>krNOX#eLwL&krG@8A6Yna8H%TPM%(Wfjs!8&>iwC|miM-gkd&jUs!GJ`QTE z?rCoP5zf2#)}6Df4oo=q`RUVtN%4u&Hu-051!6o+xwrvaj*Y>2B!IcG8Q%P|L`z<|BLrk{ST4< z43FIh*#6KrUv0fkDT~fqSe`4Hdo*e01mV{WRUb4KHK_l)f4%;N>B@RYK-~WI{x92B zeMm5cImjdN7yqu0{m-!A+EPe}1iDUO|MqY9e+I|3-Vjftm?RRI!uWSTXuKsm2pVYi z+rQrb#hVom4iQ(8NQV0S*ZaRnUD^LZ^FPC}{sf`^rJ+&s|W*HvO!CBA_0u( z_MxY{KnJ?opEXB(dfAI0?v;;%ikv(`(yw=EEV)!=xa``B$-lh=|1&ITz5n-L{>R10 zoJC#pQ~95QHccq)UGkq{=HK^!4kOE>DYl(rKNYl<`S<=aoUz}sRsI)8?0<&) g&p_KwP$<%PwSRFvdYWaQ-KK!z}~va+(XvGZ|o z@X3h?ipY@+{vTiv|EDQ{cwTw*63@n1ILW+itY{G$w>`H|qMvW5}awt1(JSZA; z@q>zSQc)8pmzcPOq?D?fx`w8fiK&^ng{76Vi>sTvho@I?NN8AiL}XNQN@`kqMrKxV zNoiSmMP*fUOKV$uM`zch$y26In?7UatVN5LEM2yI#mZHiHgDOwZTpU$yAB;ba`f2o z6DLnyx_ss8wd*%--g@}x@sp>|p1*kc>f@)+U%r0({^RE_kiQrin8CgR5fG1|`Ad+2 ziIItgg_(sNL#Nz~4os{_Ry;>bO1x z-CnojgUE)r(JzBC^6x7IG%GF}B}LyxDj{c_Ukc>5KJ~?X&!E z^}Rnd>+AideX`wUSJp}#uV3ZW{#_ggEOW$UlhL%ZXiocxj(fjPJS^%lx$-c`jo5 zba{>#3q!o@)lL3M+VAIDeY+fZ`R!J2?v8i4dW#|#%rc%jQG#g=e}N-ggZiR<`hS<$ zXX}PtkK6rW`=Ot?585u?lJ3o192pfZW6)w2qVXhO;rTW;&X3XcBL6N~9o_!z>9n;U z&0bw>`&gKfZ+E^we)5y!P#0Z4c>mVv|(lO8)T`>-VaD43Sg& zp<4WyS1fYvrQZ(IzTKVrQAH;)?U=h;*kk1#3;3>e{n_@xyxY$5$NeMM?n!^x-*1y% zzv@nVM#6uFmcESbEJ1HS+pJp5wd7NE_|p1ATmEjUf1&!={*TV%{|rxNG5r45_2c)q z>JR2`4VTm;T-YivfA7aUf8Imszq9WCn5nl&;h=)=Ma~=B&jtVR!C&Kf*t(dK_~($o%TM=h3qEXQZd9mZs^s7p&?jyfBCP+CGCH^&b{LmOuVF z`n=f5M;y<#d)_iEUvuA!WfPCk##O5mc=`^yJ6>pD{N?Fdms?}^WAaDk2mD9FKV0uv zzg}&_rd<)GzFL`QF3gzCex_UfY3>?Xug5m&%3Xg|+`=7RIcxJYS$8o+X{>Lp&o3^0 zG{66z@Q1iLFY=_0aaS}?67erCIAz@6XQ2GnLB2FFo}vD*Xie~ch6Vo_n(aRrJ^#-z z@%8=x49Wi)n(DNE*xb{wQ@dgkz5i`u=9BvLv)XSz?Rk59`>`4S86tKZtCE|-_=Q#U zLHxG)N8g4&>~H$=*Zy$P8mVVHKBCb3}2@X2pwpGOr@{6~GKfnKG_s90*a;!hLrhfQ+ zH2nMas?d9jOjdVW-}LECE{H!J)Z?ke{J^MrJIkDOw*3yvCRrp_E-URb2|D+tK!ndz z{ZfOhYh7iH`;Y#Q%HP_4toq0Q!S?DMDP^yhsi`8*B<_j4E-W~_&fUV2S%JYnX1(Me z^&i(iNIm!a$lA72QTX)6ye-l*Q$i+7-c%BaX<~e})Q_)LgZWEW*XREXH$NZy{+~gh zPV{A+;x(P9)1lUD-!C+jI6kMHb&8xr;?|9~%dEo}1TeaaP=wi^hrfOOFgD)v$Lsn> z*0VF~H=CZ&eX@1OEibV?km)6&voy**DguHYKv&oqKPx&V_f6B~OVe zPbd!k zQKwo{a>-iRo#?*PpkuCcikgKVWU{gDqRTu3h6;&?Les61X75 zm6_2&hJiin&z-;RrKf%Qzja(v-ZwGP*NyW{;G74XvPI3WBAxonM1T1^$XoooBELCh zzQ~^7#7F+T@h_`v|1(UwnB{Ae+dW6{>HZUZ5xfT`-_Up)R+G%$@sGRi=&xy$>sLEh zuYP$gH<9)3wg*h-?T*~u%_8Di@t>h2Jo@A3$Lrhb_+vB8cAcBMBFkKAmba37T5yR+ ztJ||Xhud@<{xg)W?*DOc{n3xBzgb=XW1$JJ$rA9S{D|5j_IYvY}^%(2jNn%hk|yC2e5n5-rh#wS*I z9~Pg-`**tV;ix{=x6|8}M^9x}RLz)sxA;D5$N8-_@+J3-{?6HF9&_tvT;%DMFLN4B zDDsP55z^WrkvR3v66PL(;^t%7U-FNcU(BlKES>Ac;1XWN^Lbg-+X~6{7a7c-`@e;J zOmF`q`0=>wNA)iKe+QRFyBBTte{xdq(g%<3Pm4CoY-T+0K0g0H!{NX`oc|dXKL5|4 zX}v7JZ`k8`%TwoWP(X6)orFyrUM;qf(|*1FN7DM% z`CsHe&i}_2UH{3Jq3ZtO`ks2;e@d^#rQDlq-2X1G&dd=F=Jn zET3)q&yclVtfKj#JoDE5LKR8>8Qw^(T{G>F#qt#2zdhmWF0h}D-|+rue}}w~>3ZSY zKQ71ryV7;+*4?+$-xN4+oH@tv?P? z|E<89aDGAlE$cjkj1QU~|IvNqKLf9QT0c`}l=ZDw1)0TX?QcBT9$ctwSH3UuMtyb9 zthfIZ|2TihKm5Ad@=x+Q*Cj`*-b{O|5@h#jftb9~oMh#-Dfcq%dF;%81p8lIm-FV2 z|KioBzj@9+)1#f9{P^7l%a}S5#t%=Y&9D6J`|r~C?blwiO-`)VDLOYfMq`q;$3*3y zZbhF&0}nl6y7PeN`b#dYMOq46s|*<4Xnzj>w)BJQ{DbwqW|@eU>$M`XRcq z;;w0|6+cUS#k}ZkyF3%;apuh{@Se_KsM^T7`L^T&{)wjhZ>fKq{Nd{pscrjNkIhUj z`q^~v_u)s}mF%&r&NSXgzWDild}Q5Od&!dj3_Wr}vp&B$x%_oiwN6#eN2)ANtSGBNaFIk#4%%*6VBE z>0G&SFMpcZr}$^mUQ?CVRX%I5Gx|HLMtMa|%HKtKf2u3Km6e4>9lWleD7(}}>A0L}EN=#mSvVc+M zA;W}!T^Y;|*5BOzXm9@^S?~Cd%o%T2z1kk8ot`LIJ8@kK&zrX=8FJznPJVkGxAx)w z+xbT?zPdPHsKVWO=jHB)*ZqwS8?CEqdiUx`RYLleF!w*gw+~hEci5@EmRh$tGr!Vo zV$!6@!$xeO6YtCA@dqtPsLDGZ6TY$jpi_yzY*6jPk}V5K@Ds2FyqJn3~!hJwy$VD zQl~Qck$U5s=%9IzRD6T|yZ;uZ1gzG{{!_2wCeOHK_%#}57 z^Nud!NQy1?pW-jo*sx@^vYGv@li$~0jM8BKoPOlj`s4Yxtiv{Lo$RuE&*sLHP1@1M z`N_=Ythd}ATf95tXWX~kzTn@v{k%#)fO5TesW3dv|x%Y&2WG+(WO;;(4}$`kj^P`?9~7bus+8`{6&s z;rO2a3|qwej_rS>q5oj}oK@#nXNf(NP;8Ok&6SXM%ukffsL11_=`a2V_qku%iGIkN z`_R^i@$c-!tZgSIG2FhwKVy4R#3cWfYTI5c;6MNVmhrcwkNzz+&c%=9+jr$&TmSH7 zim`is2KU_vndfN-KU?uXOg+i`zU1V?+<$g8oxQVJ?#+>D>O0l8tysW+I=?OcQ^`E}{|p-s$^X?B z{WaNDgz@L$-<3CGZvDGhHRtoO)3Q%{*IW>?ND<^XDgQww@kjX0IH7A_{xb;tJ8kxB z*~}t6g?ug>p99G`6K_jA34XV34gaORL0t@gCj1C~JU9B`{yv>O@e6O?xD$VKO}9*W z$9X{^w-ZI8Q@$kkxtqR||8Q%+$bW_xj1SKLVcz+l;Yru;e_aeeraz2-oBL7zXuQxK z^M`BQT|UeSt6H|4b;*0ywFf2!-qFTaUTnv^58*69^>~-k88%MKqnf^1dI6N?9UZm%#u2ZQSpHz3r z>e|{5>%W!GdVb*ga_=3Ngif717tB-ivyk26iN=&`N!>B<_p*f)I>}_ZpXc8?|jebXZtU&U-QuDZ_hNHq^S-T z%&J9)v-K=bD%86FHu%AQv`%iv$MW7khB>Tp z#dE4d8R`mtTz|a%SbvX{-Jd$SP9iNE^4r={JV7@@2mYne~g!B z&l7Kn$=;dB8)$8eu#c>|A>6gd|~mU|I9Y;Yj&UYAug+`^^2Qw z1ta^ZP7leuy*mT9x?j-z%X39ncl{eZ9et(9wd;~H(t3AU87MaXYRan8VE(-Ns2%5z z)xS+^eCHpD6K#6+-1GF(Z40J7%dUKT!=<@uLoT?`NE7;3DVAC@2HwLY}kC?zD_J2iqlmGpi{GXxkdb+E4VoKqBG+Q(NGqeOB`Ookrz_kDOEB}Aiv2#UY zTPGf?KcxAn{+EW-@xNcy|1-!g{wL@!{GZ{X!!`T&EA4;0Eh`Bu6B{IMTj%V!`=i~; zwD0mCro9$;J7L-VEhp|ap1&`*^-bvGe=PqQCb;bX`l0@d=sKIy%u9>UvZt4nC1f00 zn-{rywbA>DkLrKPn)d(x&!GOFLEIgc8&wkC{daNazx)&5>Njt=fBNUldG4UND7j|; z{?GhBv2rN9%!}^d`qY2!SNM1CaJ~Msv`RVk{|pN+NBn2l|Ed0C2`aaAxvTswi}}y~ zH2=2d{j-1O%qJD||F!!j|NGBy@;}4Ti>Tadb4BVi9@WqO#Q)}v`KNzr>8S3+aCRWX z)%JtR(dEr+_xL}OHS)gy!`HMsce2E`%1?F$tBU77{(W`pe+G`@prEb4X8(St{g0>4 zAIkr^&Yu74Z~k9K?XBw(?4^*N(khUS=c`?_q`{BGB>f-cw)wWxd-v`v?2~bX~Xq`s+W#FQ%|5&((JedrU{m^73dU zNA~7LTXu^Msgi;orC5ddA5}Y0zVDCt&v4+T{jsj&i@G;#vMomr;_$*4`-AmAMc388 z{`#Nc3(LAkjji}B&F#Pby8nwQJUc$rzH`1pQD;3(jkPTzfvya=aLrX$kpT8}f5iVYOpJQ| zZ-4xM1_!Tq+U-B||1&6UJ^#0E|G$Q*ckqu`$Jsyd|HK!VgHNk`uv&y8FudvDStZucwEm5jYVBQ55H*Y(pbQR1GE2;{m(El?fJj`(ICgX z&F=bP{hvYU?D@ZS+y6C8y>@&S9JQaqIQ}r7AIfTYSyRUEqeKGy^Xy|&j%g1M-2YIHc7BC z-+0F^cl=s|ZCjVdf<#y7^aBNv#yu-)n$2*`&*Es+{jkG9 zfxTfrm)>4_Uj4PjtaU+4rt4IH-Pl;jv+c8qvD?KH%UL6ew5(q5Q#dRT9eIE$DAMz* zY`y>MnBIb<71dnp#P|07(XG$-^t;BTv1o%iET@r{vx2UdTE|Lz?!2;II>$gU`PK0a za!(%AnJ`TMb*_K;8HN2&Zd0^j^MJ+1Q2ai>4T|MUDi|8L3k{|wHiOBSA5=T&ZP zrLkzUhQ^{U1`tL|o;Of4c2ulqdZDXG*ddtjG+*6XHh0ObzsrO6HeJ$rVA9_+-|b5?M&N~mNGgAt!m)qF3OY8Jmq$2PgWdU06m zR1wElwz+Y(zwKU6_b;t{_;X2mW0JW5Q~lKm2Mpwn7g&6=+xiAP>B$4~6$t-a)upk3 zKNcnT-3jMMF1L0dN`g%aAC9*_xZ<{$Z(_#u#4}9^^UWS#d47G?_4OJ*c79}gcIaI^ z|BIr^V1=V+PyKzWQhW4^#jAQPmdrnKAJ_KHUK0BvY?98e-YagJOmjK{+xXrWaUS?n zw^N>>#uME zKi~eDGV{vX2s9EJWfTtE1q;X>Hnrakos=6~Xt z{%;@uzoxCvpVhy6e^vHp`p4^wt++H6?JM}Du&7IeVNsU`^PUfL!~M!Tzr$%2_uHMh@GcCEW;>v=!#|jVXL=R_t z+isk-LB(+2*NL7MzjxUBFRf**TFnk4eEppYk<2wdSs_z))=ZmUx%zR3{^ zJ4&mIr*>x?h);h1{@%`0@BWmWFbP=Odsgf1ug`zATh?0}EnC=8R{g5VGS}V4YS(Rt zMP1qr?_kM{luQ&p`NywMkB`+EZ~IU;Q&DW%rM%q}tMcS4{xckKXa2kR%le4*%$q*= zABpCCGV9p2ch@{E%G(2aC3l`zu{SMwyHn?doz>0TFMsJZre;d?aqx6X^&MbYxBS8W zKa+pk|9YwauPysTP3p2A`wnR*KkC$%m7U@E{2u2{iE{?WWmj+fp_=;0v6}U>?fGwl zeW9VhJwAPZ{;%@g>p7phcIp=ws;_(_66l%~0jow)a~HvCGsW>?KmWlMy>7Bf7xfO$ zWI1S;dwk{j^`<9l@TR)?;&uvmZp5B`_?ORLD@9`G&iFk``giPWm-T-d`cL|giSU}J z`<+wv&+Js%lKg%1iA?)>_s?Hy6slqT@b&7>T_1VR&q%|3a3IIsdoG*bE`(_R>hwm?028@?0=*k=Pwb_a;9uM&%fR+{O8qn ztkT{#FR^2}T*w!TRjFUJyl1ZU{&j9;;i?!;wL_~ubXaNpXOLRxDtglLR8i67-RUuk z60UAqCs{=Tg92bl;6Fq2{!co0KwbR$7o4$c3**`ApG1Nx`D@@xKI+%XKR!QML;_ts z4ndnKeAqS%V+L*IVIzL{{+B=1d> zkk_XpeGBCNO}!B4Kl9e14S}vAZLr1)$&C{^_0=`%A6@^gF0Z-%%QL(4UhvE%=g%DZ z&rp1C6-G40y>%5A?Kk}q{XjPP&^?9u0ax^LRJ**xS~z4+=jpZY>az=un+j=5l37SY z!vm%HhEf8)5q*r@+h1>Q{GXw`ZpHi4_I-OLF9f=Zer~^rui?dy*4`6EX(q20evHSq~B-Jp7X!Cm1;+rQDR{?{(+|L<4*KfQhw&f6OK&;R)UG{3rPEjQD(a{f25z5f}U`=;Ut#d~@&EkK!2ZwiYt~$1yt(*yJo}&j49));6n<^>JH9M1F8y!o`uYoxSN>0bfPp z>tA6KYx1P_a++GJT-#Qc?k4Kj8mcb+u5?S7{~x7W{eO9;*MC1<|FNY0knW2A3>Qw8 z|7WP#{+~fS&V0+E{|x7!e)s;=_%nGF}#h>{1B|9+E{zG?`{THLy{|xtaK|cJ?z_D%d ze+FmO`+q;({}U^BnfpJ3{q(!~pZM2#|CGPio29M(PcYa0Uz_*--%t1d*k%7v>`MKM zl->Us_C7K54V;(HxELr_9#>4D(OFoBosiy6T_)_ikH7C!@Jq9?es44fcQjS$hc-uTS<*{QKhC zqD}Q^?nd#H?K1Iy_4>QwpUB5d|75>c+8(W@`cSL%IH>F9wDTdmxAg2(Rhl|QxbYmL z%$Gl_-rqL8|4YJD|M$QD41YpvRefAF&Mw!jOJ|i?E*UjzB}c67*7#@Dv7(RW=UlIU zk#J@I```Z=K8Dn8j{VQDusP^I!~XaG8IFe4M=tzxzuDy9;p6`q&hI~3Kl5!#co&+Y zz;9>E|F!XY|NGCd|38DM`?ZXE^9P52^UMEdu=~#-`Y(O!#W+ngH7Kr=2V27b#-{$y z??2%`=UsQLSdOXy)s1QGpX+$+H+=lh@cI2mB770}b(Z|u9|m;xL`*$OdrbK4toMI; zq^AG<&rttQYwI571+S`>_3Iv;-tpe##I=VLj`F=RytTZX&+-Z1+|`R(vx@d>?>ydp z;QFE4x81Ja4*ey!+qIznL;LIdU#wr%|M<@U9(EP@Tm7%S*8e|){C|eWQ}=J_Jf2oQ zC7k^~14kXGMB2CfKSTe2hL5N0AM#({|DycLe}<3$8U9(iZ|R7f`&9Jce}+Ty>+3JP zU-_Tm@qY%;psVxO_rGMn+W)El&(Ih6R!J{ zo-o`0tu_DGH1*2$Luv8vOKs~6%1a!88iQI{!hlU{~6+SLDhQc z)RTYA{xeLFx&QUk{a;+ygZ?uVuYN6m*}Q7@nVXW;o4zw%Q|;C}|aef0}(U33+_SF-@tBE~{9ex5247@IO0ZgdMbQSIC3 zCUV9}iWy(*n!x|q*LClNbrVHJLc622cQ2fwkS@2E{aNNAq1jKnc7I~K6rNh8b@$lp z+Pv1M+X@!1lu)P(4Vvo}yzH&X<9Mj5GV z6;)fVJ{6mI)?L1By`ER7aNV+6k+5x3AMPy<>F`Zm?yKUyc#hKig-MKS9&`HM(t7q) z>(G?SZ=CF!m9xa+j zzwef>|0%bX|KWnAGIN3gW89W|XFoh~$>F;2Ooo4=G3g&y?g?Ug>9vZ1$(4bB;kvS8 zp1f}uPW)$hExvzmNu2h7h6xe>8P+xbl=@XAsu6PFTFJ^!H_P{)wI)Cq<>;AQsw`BRxEav?fr2KNF zrbKDscH7EV_UD%tUA_Y;hobVXxP z*C)RP>--;X|I_g7Kg0TIpfS*0r=I+iu0O$-|LbS|U)JoE^*gVA?SGZ_pP^fR{)>_? zfv%NqPp$?0UGz@Exc8mNe4klwOrwun$`L-<>3QzN^$qLv%qyNmDkrU3uF!YY^yuBI z7eZ#GPX~u_IOB{pvQiVfzCYc3*?HDh_OQa-7k%>`uig)s_;8kKq-Z(QUXK3^Y8(D| zXUncz=Hj5`vG9QGuIE3)j<=QE)VccZU7dUBf#5&d*XN(wR62V{e(BVN!zZ0q?!Ij^ z|H}2{eWmKtF8@0JQTo#F+vlI|KkyQ!#A0aKfCT-l{+Uf?a@bPo%AOx>62gBX7g<34Vo(BvQ#hf z-Z}r}VgDJV{~mp$F6qUoz3v#_{70IP)5IIjEU8)Qz#?__>N>^U`>H#VGY&tPP@BDa z^WMu}Q!1SD4m?!}oKw~H^y_ZLyJ-g`E{oI?_PcX&s-XdcAj_9 zzPwLp+syREF)?>yqg{(lj{5x+jZR=@o?n!GCS&b~uYX&9zAf%HIQX}$dC}8TbN4fE z-t+O_4%6w=IFo)WopL((bS2M%?-u7g-p_jTPyHavKi-|wLKz>XRGfSzu|fXCtY>v{ z5kG>WqqBRRGWeE0lihgQjLq?9U0mCieR{XEKE1qnmV0sLMuF5`Hwklx<5!A*U0=x_ z{Oakl%ih=hOXq(u*Gf11$hETK-V4+86~1zD z9)H|ZXZo_v`lIECt9!SYm0k3-Iq;T$LdWX9!*ctVR*LpMz1n+X=jOQ&W;!xnc+m58 z<+}H#zG<&icFd~2`R_@>pR?x^V@wR=j!kY6-}7tUHFKR`_q0T_w!A!=yY4^3^(R%= zn`~Tc0+-))FV7b87847RS-hILkN-kXaa`YWtX!d>s9HZkZnpzNT|>B^>Gt;a zEkFJ<_`fWw&tn42DWfi4Mw|uV`>H8jjFaLw%LH(Ax zsq)98t!wRFFX*gQ7Cgu}Q91Ai!_+Od*Y=#On(KeC{-^r4`mdMb|MFZwkoWmfC-q7+HT_yZ`r-`rhR1 z?Hl7`muy(Qs^id~1I%+K|IM~JB=T%-eBN@sYyY-sHBb6psngeYrg9fgHs{Y-_p|;p z?Cq(ydJ=Z8Z2k#B`{@}b~otK&R9bL-DM zI{G^@${?!LsB~^x^rfVB!`r_=ff>pz!Fu*i*)vDE&%H;|MKAqlIOLuDpTTBb{rjo^ z8KjP0FXecjzj()XA+;mS&kk6!%sYN>u|cb(eZJPK#k($DyY%b!h8H`Ro>+KlcmLHb zk!utqUFH={Zab8m8}*@f&;G1QPgV-H+~Sn=RQ{votuNFl5xpaFM!i(>{6ljqAB7rD z-O|`B*Q;jnhqd%lU%1znLW7klTc2*;`=4R`k7~)2k5t)xkJl}!dV0zIk$3uuBZ|)R z{XFd#uCCK&A@ud3R)Se@WFCJVIYT5bj-F>H( zPQ|O=rmZpR(pb;&1~leuvmUvQ(3*#6Nrzug`p?j>AN<;=|GQM&{AVJ8uEp~@!b=~l zXV0AVtwTR;&rVO5p1zG!4=67WeBoNKb>~BUp?eioFXxF0N1yCB6SLs$d+^QlV%t=U zD}P_@vM|=F=$ayR*z5A2KV9axLccCs@vHc@PkOkob&)u+f-mh=c)+zT*&Iz*b zTpxSs%Utn;QP%hG3VdGm$n(_G8S@`H-v0A!&+UUzOXu~jcV7{A+@w>=AW*2OT(Iv+ zncD96KO(Ed|NP2||Nhqg$F3gcg&aH2d3rDXCG~vcv9LLrLCqzev@~n|ojvxOyJG({tgSiIrLky7e+s450P}%2dxSrV9ja8@ zxOMl|Nq({quPD3a6`$lkn_6+&_hW5K*zu!6aaPs_&FA+B7a7h;?6VHPWO}qFAfX8<}5#`tuMrVLx1MG`VBortJdFgpT6Jz z^ZD|a=X1h0gxi1k?Xv5`_tv*xcHdN-lyUdQ7L}<_J7pbg|7tH-F?+WZm&T$cRHzMF zaV-ifs^{JRgx&ma&GvsyTd#$yf4Ke6p}79~>G~JivEF~rtzT0gZ2l+W&wmEz<%_zs zPr(qCN;NU8L|PdL<%oNuDjdUJw{$vwtV^@dS{|dJR<@7j!_#jYmv|TFu8(>7Vmq6$Ox6)0QNMQ*RgXWc{m<~j z@oWAs8U6k5+dxC!>IacVFRtxWm)L2&^t=8iUGv;?(*Fc%qyM#YzyJMk|Bt8gADUm? z|6&nef1me1!*T7Mixc(6T>iP>0YyUIUm_x?(kz8JG z5_ppTX?)Rt1_gS#bw@0h^i5sawOg&bLq2n8N(*ovc-~}xVtw&?(GSP}RM`J5wLcMV zrx$mwxzM}xV*SJysU?Z=LJNaK)2~jhogMn0VZqn;f4|-T6Dpr}wf==|^?!!i?f)4> z!(XhIejRGF|AWMThKXPH-;9WV`X~P96uYyl{xe*t`u^{C{y(k$%~|`u$nE{lu7@B7ypB&{)GLe4f{|3*#B7ruLX-?=1-_kO{|~(vHn@WZ?o0^8602V|NVCV zk5wpkt-t7gZB=Fc1H=Ce3ja!ajs_xG7FyS3w>9|me+I_>pX}el#DCU{|4ZdZ36I6dmaY0L zQk%7W`afp*PyBDz=zsdB|L4>_?hie)zD?JCl(jxXs95Zv*qetT&#l|nzl@&$VeRt& z3=6yb|FGNtiH${>AGme>(z!e5{SV4ZN?jG&H2L@apYy8!GjQFi|0S{HKf{4y$b2jc z|N6qf;N_{`^*?FfzWT5H`~J^1-~Wkj`Oomh(DOe-!*kFKEE<2k)1qE${hjp_s;l;& z`}h4{`n>-PhqlfC*QROzLFPXLXkr}S`F#IJ*yaBW7mlj` zW1bJ1QAXzNG$-X?AurWdH=rtS>^jb+L`|uUL;Na&%k&dH0h7Vk85?6Dg)=* zZ(r-@{(b-FyzPI6)?E9)JVEsjEdMh+dOhpI+GR`a<}2TPU0!C`>0x-}45Nk2hr{#c zPp!7Cv`1QM&J!9LwCE|X>~)v?*0_6{dc$sQzPtak`oFW+>tAGF+5dh!Xht1{_d2cX z)4u&3|MCykPkddU{_sD;^p9!g-|}|N`k$e8Kgh*s{AiQFuYcS>*Kz-8{%z0y zXMeZh{>`QLe@T7S|NR!UV8b4TcXLty`bYM&Kg2(gzxkv7>7U5nzq8l^Fb-&v5$3X6fJNpn2@|LH`-{ z-3O&bH2&II8o&N2|J={|&++g4_J8q5XWYNJ>-}Hes_B2ffmep0@NzD?U;ik7_J{r_ z{x^T@KmF7Bv`S;qzBxY^U$f&Qv?ga(y|5-|^_c;5yo3RrMlMpfhIjo){%0fqZ`b@M z+WqpN{RFR`?0=tq@n73ok-&Jn+74XJKG16Q3#gNTm}}>+`#(y5&Y`iWYa-5O21>fS zrhO7+i$lze_utE3^}X5sqPQB5Qv+Q^zoj3S+lbsG-HNu=A?EUr znI3rERI$Fz{_(;846j%IbK1LVPxxW^j}QJce7*9YK{2M{Kg0L(SN-9t{~4;|`oEZF zEb99C`Hd5nc~;omD_`>iy?{wP}@o*b_S?RZGN z58d(bp??8-V;`Asv#LvD{boChuP8GwSXL!In}6gKlEYSJ@0z==cgdYs;l0}=1U7z6 zzQJEqU@yhsjeSaHO(eGYn4jB^JP*Dq{!eJGd+QZFSw*=M?Ec@}ocb58PyM0)pF!o{ z`G32-|1&I{bt&L!xT^Ksxgvp)Q$Q1AAT0W5pTvKLe)j(i>z4oI`nKw0JWu`c=Kl=W zga5P^J_fIDvyGYl_idH^g{z?bFy}Xd{XOg2t!M9?W!LW6yhBo3O3dQxfwlEq6{TO_ zZxP)UUC0^p)I8ntyWG?lanc|D&TAL$;Py6|Ul;z$eSvIim4(l)WlEQ-+;={C{5dNk z`e3%{(yg4V>hgQL*};o3Hb~eeyrA z2Y%S@=O!+-q>Ed-GEn$-&&IzFe_l&jgoo|l z%JfVrd|%4#(6BTW!9wkn=Li2oe5c}HPO%L z?JkR38jJR9z6lN-jYSPs{K!*qSQ5gomw$ZzJVYu~macnMw##gC@ya-}8wpOwul6U{ zo;>g;gHiwMTzUT)j`gcaJi9h;yI8ovokK?&RgBn!`}Xu{ zKf5nH*FPlwhgYebc)*U5mTCoA`F_%kjpLKKEwqY9g_Zc4+zsmOW=X}*Qd&=#d z|6c7p|B7K<+cDS6Hmb5m1lzP3Cd;j_3r9b+D9I_S~OK=p-;Pu##Y!Xek&M^p0 zI_1CO^{@J{@SQ$rFPNh~DO);v zccjY0d$LX@Y0qsY{JDC0+mp=;e!Nc4U;bhj>(nJl779ixS=J0fyXJ$|Tl&BG&+vN5 z{$G;o6+cd!{pdHx+Wsz;Jtbv{?DH$so+MiwmML3z{K3@eovd%f&wRJP;bs{c{#N<) z{rNwi?_O7YPV33uvq$DF2l=rRHa5Z-r~R=1$A|h~uj(hP&qA({w=C{D2E)B+yCsisxJxMtqyIl0eeeStWF23{LZTQsizlZ~79f8TFB->kc` zMC#?~pThPXHkOO-+0B>nlQ0zalu78l`MmI)=bu;lQZLHFe_6kp<|%bnrY@u67|Y6@ zIln%h%Wl86<@N2_wCc=+sY^4X(?sU}v=Mwg>r0y3r9WI3?+VCi8?E6_Q)Z}3;d-$+ zEMjWV+=!(j^L@8l8j2{lOqJS_c4x`euY14!XK4G+&}IW#@-WYC4QTibgkKPD5WHUg z(fBiHTOMR_`JVa5uTPgV{y2Ag^OutxTeeLuz0-ZU;P>%=OcwHQ<(F0+t&pAGRHt;q zU*($F_OeZ$hxb^uWSl)$srYmC^4yc@jvud`yYGLogj?I=NP$C&$CWY$)lz%b{|ry& z-~7*T-Lw9Sah&sGUGt;g1f%6eJS$$jImB=G!S}?m!ZwSyvHiG**FsNL&+fGKPgvBY zEd*b_gp#jci$3{>ysz7*{P*s!?q#umN?)970*wOyg0*#+ht}2?a%qd7pKISO+F4dv-Ym3I;(+XlFYCOzZnaikm~UflaOC02 zN14B^W{aDyUh%#(d-aZHono(Z3)>Zh?=88oHG8exkJzXQ6^9p>6u!u|>zW$mRrB)o z&b%I3`?RZ9*HoF<*JQ_H!jdHvkNGXfH3L#q)TG~^)_LkB;558>(xK7&Nzk7d`^``gGh4~fk7eMphAS`{0zvJ2EhhmqHKR;mi-XirsgJ9IBibF@#lDFmM=UStiLcQ=4@8{wNmfipa-62qTwx$7u|nc<{rvm}&Q5_ypo1(sN;7%Kdek;bZOK2ix&r+BmC0@-fEo(u zxH42EFg~rO@U=YJis(oC(7R-3?K`L7cNtQr>(=U{HHQBgCy)yL>H* z|GxFbe+K8UE{*l`?T&zwFfL41(uQ?T;53;fEv&>vrkPKzSk(2~_;G*459|NPTdAkj z*nfDpboGnNF*kqoz4z(OljI3xJ1nrOyx{RXhnKf@>Hlylz5h%0tNuyQ`rTBm+}(Z8 zlU)n%e`tBV|BLmj_{or!#hlmcUzA_jul}Fm@l?B$-?``ZiXN{&Bn%o0c)zmFAG#P= z9n>GcAM|HFXkqc2`2{;~T#PCIqiFU1FW;}}Paunrk*$*(v?d{Eq}}sT!l-iEe3|#0 zhOwSp?|!fHv*N3|Zf4e15;bM*DqEjL!4XSO%B80-z4YhYvaaWQX7B&SasEF;t^CKu zCwKp6SkUvI;rqq^3{oHKR{Q^})89Ei{CwAchWY&e8JPNi&gB(7UujliINPfBwW5^VNj^`BDEvr2fo{jCIv0CfXob^=iw1hUbrd&nSMh z|M}tn3+8LChK9j1 zt{eQW{@jsxUZGBO``<=T0)Du%9=zY?`r2suw&j7xf;Y$c{K&XCXX+(ev98bS-|&|I zYv=Wb?hr!aZ2EWUP(65?Qr)5D$rm%$Tm3t5z5YePmHqFRg9qzSc`(Jct$xQBU5qP5 zwfrJFcWDb`vrjeG+)+UR|7UP+ z1C0biHY}m@rwKzgEWObx!|&7nw>s+Jy-+to-c;#|K99d4_5LrP)O6SmD-_<7x z9abAw-uM#rsUC4o#I^ZoE{cp}`*8N&)+MJ)*|ys@t$AiFrKm7rRqF00o zbs{^8f5m~ovXMS7# zC&u~z_Rap!;OO-#yWQwNL-oqn|JSu70`?b@jCjWU;mU z+<WXKA*WOT5Ie1#`g6}|8_ZrjO{aZ zLig`TwfrkCzc$;i)vN16ce-v(o;=^B)h6?29=jMNb+3QLi|b0fPB#~&Ne0hZ&7Wjp zIzRH1p5EE4e6EQrMK!FKVPEvW>=l+3{;R(QKYjMJ?2GZQt9>>r-lfA3Y*e};)aukt?x9bnXPMPt#@>dH%s+J}{nRT%~`{>fai zeUs=VrA1vEvs24Uj9GXdUtjR&tc6o>&BpLLhg)86*1JaUxSYQhvA<(g@Jg?eyUS+P zCG||%>Z7r8t?u$&(@!@Uy}f^-HrwS#)qjS(a_9NJ$L&vTUD~ofvN*UoV`gZJ?2=%W0)E z;wfE=bsN|mkNF3`^!|{ZW7jePpC70{PhI) zNfRaqzU~5rF)Uw@nkSeq@58n3Tj=xgUk|RuMW}Ya>DJ_CpSHxP`OafY<$c*b>m7bn zCO`Dd&0S~8xxi}rjI!f8Hze7g{;ZPvl5u@ys9TS`?ymdA&o@@s*h!TdmM(f#T(b4; z-|`nF_k|xc)wA6>t<~^hlTFH3o(TRYzLoQvN?vS@7mmDn&fF% zmfa4Y?$?(QEA89StdnJMa2K21;`!J1Ts!vZ)v+frH_v_WS#osqgDM~u}i>RP_r`ttQp^N*kT>@Sgd@ui*0-i_^cK^BJnt_c$Shb`80UHKTc zWY_)}vrv}ym^rY?;&XF-(%X_Y|W z$)l>GN3u$`?UU(M;VrbB!2dAxSiRKjqY8RcRxMyq31Ijo^*kqK!o34L{r@&r|Gw_} zX#Y>v{$DTbC$3++hV!2c;@Er^Sirb9#^-je_XdcWVf&0 zQJWQ0K5rD?u+9#&7eugY)0`&jkj-~v?zBcOt2C%!c|PmYhlsDOi%mt}pH9E=a;@u? zN%<)yyX4kf|72tAw(8aH#<-R+{f@Ok*8`OdL{$PF@ZH;gYU>`$<(?U9OA9|)>oLuL zC|kLvw(hOoSGJ0CfowyK)mPFPld^{vG5>uWPAg0z=5E=gm$d;ZjtBL5X%R!;uSai4de z|J>buyNmy@(9>UI87AF{wWNKSQkQ ze})TZ%Sw;ci2r9m5t*`2%@pM@l$ximBH@uF96%Qr__6pA@7dNn`{XY?`LxWjd-l}d zr#yalzbL%&FZ9({oTu8n5G;SV|FEOg(X~HjdjFg;N!!i7+NN#t&$oa6YG0oiDi|oD zwc-Fn0^`d#(f)Do#o>>%FEq-}E*Klskq7_cw z#RuhfuD&PqQTKWKx|t6HP4~?BoS58j;~jr;?4=r?OFWU)+z-|4UU0ZS-~B6mF~`GI zm%H+(dDk01e;smW!;a1!hi^GWXK&oPQu}rVQ^r>@Uaicdsw&U*pFUo{F8k;j-SmBX z+s@rIKWp6L_%3_V$NrvmUtjz?DH5N$nO&7Rbxz;x{^i?0ud?I1s`Dkc%GT+dxGvuN_o97n zxR77C&XNBNTzvPRn?9eX_c8R}eoZ$uZc|GSk+0vA?_4kZ&%mwk^q*nAulK*d%Ry^Y z{^;!G{#R?N|NGngKe46PO4M2XL`9NseA-ZW?Bc4|*A9CX*G5NG>AyblDN8#Z*V1RD zJ&{W#P3B(wX0lZCkkO>g*?IRsGwHKHL%Onr_J_n+PXB$^KmL=w)#&yRdTkFOulqG* z7NHY=QWvabL8eJBWkBg18zv*|g9nK* zuQ?I>HlfXkRbR}tt*7UDWvef^Fpi%wfynJbxlRB`SE;nxjSAGGR!c$mKb z#rvxMhsb}1$F3p_^@kkS*I&pF{?Bk=`F{o}`-ckG_rEY-`JdrI@PCG0kpRa344iCx z|1&u5_5aVnH2)9i@b>1o{|pQ6E&tEZ=>N|o(1HDriq!YNY+vpFaMgcY{7;Ct`d@R^ z{C}+WKQ6j5$bXoSegBK}mH!MMH2*Uk>mOkIH(&A;NK`46Yk1V9X)>>;aL$7F;)yjs z|1&(_GXML<#pmb$tM>fQP%EXe@>>CDg{|BCh_&DquyQs389v|g|NY|P^Yi~1Y?u6J z*w-r(_~zlw+S7lUUyJSst$95R*KPwdaZ#7;9Pl#W+NABD_wW7BFr)JGe}?m!_U{+F z&$s{cZSucgCV}po+d*rK`PYPj*B0~J)&G2}{`X79=jZxeUD*S8xeT58LzSuj6_Ip{w_PS*V|BK!U`9BBK`Af>V7WpLg*?RW7{ z($8EE_;=&#{ui3H{}~#2|C!XIDqQ*|^FM>u@996;O?J0`JGS;egQNHRKOFfV7ynKU z18rIT{*T4{$3<7UWAi_)-&sGQ*n0=63HIAe^M7&0*FSKs2SvaTG;LYrtE#C}+_Y_- z-rX{~-F4JhLH#FA&C-yH1#K#-Fxz%;r6fhf7!O`gR|7{`q=*r3$87NX1LH4 zg@5<2*S|1bSr5*n@ Date: Sun, 15 Jan 2023 16:52:47 +0200 Subject: [PATCH 20/21] Creating TranspositionTable.json file and implementing it before the algorithm --- .idea/2048_Project.iml | 2 +- .idea/misc.xml | 2 +- 2048_Statistics.xlsx | Bin 151037 -> 158797 bytes Algorithms/Expectimax/Expectimax.py | 8 +- Main.py | 116 ++++++++++---- Models/board.py | 3 + Models/game_turn.py | 3 + Pictures/Screenshot.jpeg | Bin 30096 -> 31284 bytes TranspositionTable.json | 1 + Utils/Constants.py | 3 + Utils/Helpers.py | 13 ++ ZobristHashTable.json | 234 ++++++++++++++++++++++++++++ 12 files changed, 347 insertions(+), 38 deletions(-) create mode 100644 TranspositionTable.json create mode 100644 ZobristHashTable.json diff --git a/.idea/2048_Project.iml b/.idea/2048_Project.iml index deea295..9a323b0 100644 --- a/.idea/2048_Project.iml +++ b/.idea/2048_Project.iml @@ -4,7 +4,7 @@ - + \ No newline at end of file diff --git a/.idea/misc.xml b/.idea/misc.xml index e0e1286..dc9ea49 100644 --- a/.idea/misc.xml +++ b/.idea/misc.xml @@ -1,4 +1,4 @@ - + \ No newline at end of file diff --git a/2048_Statistics.xlsx b/2048_Statistics.xlsx index c5417dc404d2f0ffb3d5d6fefa28e8e07a9649a8..9863941ff2c32b9f344122b2b590da6e4a06f738 100644 GIT binary patch literal 158797 zcmWIWW@Zs#U|`^2$Y|3KV|VmTYGhzw*vP=ZAi%)DkdmJqP?TR#te;p=pjVNbBt>n{f3+aEX zG>M-fCvb;#$&-3=BL>3=D$E&P~oQN(H&M zb)uu+VFLlz^+KuhZ}??shRtGC2n%si66%VLb#Vq?zYEyoj1wrz5WIdT1<@8vC` zQzL%;w?AKRA{jo#TuQEFvBPa4pAC~jb2Y**7i6wo#38wl<)qIW;jQM+d#9cGwLDJY z=nw5^1}_6SWzK1wX_B{?luZQ=%W3{-2+7~|ilIq)g@aQruaco-`x;i=vo{;hNlwxZ z=3BWf_p#aAqJ4sn=Qsa8zOE+Z+ObWuoM)sr1+Qzo>Gu5H>AyRCAKbgU{dd9qyvYld z&0l-JVG(Hj-*sziQ|6BHd6#D2ex!Fs*vCy!&b=aJ0;g)Y$=-^aoBW>fJKXFjiu>p6 zbBSXzhd)=pa?7OC%8%qGr2nfEH7>ixef@Q@_g~)9TQ47ejz4N?pY z!VC-y6*>AP8L7Fc5YiA7mTx1y`)`{G>=S=cuTWC{W!f6oJ&n4zJ!julIguCi#N+gq zqdKZmN_%&^2`soC$0g#?9mnBWjhkzU>#Pd?0k zcwDl`!|Qr}Od89a#Z8H`%6WdzN@bX$Uefb9^LRypRnAu40~TkFPq-jc+QXW3toN|L z{Z2mqiY_CTmb!C%3CBGw=gZDe^KOyYlwHzRbkS^~E8ET$V!_2R2e=c>m6s()HqLaM zBdyRr)1bQC=pZN4@}-`S3sP$wj`*L8)b#KuoOD7il($oM{>`WI(HmxnJdl~xr}#_q za(8gaNnQtq$BPywM|?`2(SH5xR-uQyySnZL)J?1MZv8k@`D@q9jI}Q+_lcKW|2Fs3 zKfOEwz9z>F+te8iJdb$1m0fecyQ;RnGt?n8FnPE9x7gin;cs?Z|5z7amt9fb{JreM z;lw>37c#Bt+ILKSp>Vb7p8W^et$$p2^=2#wlOI*b6cKcj6ZXMMU6?^xyhZC&Ann)SEqTiWvWw- z<+Te%NArJvP4TQ^kyBWa5x%J9ZHJd#gDUI1k9{9^ZphM@;9guX`ICtH>9}&!yn{8X zviAIXIeUNo51~I_U-z${SG)SSvFQI#)7QuS`*-~HnPSm@k9I%Tudn|1==b{ne}2wn zyQllWqjmlx9>W6m*oNOG!p@gV8r+WV&YZJM;JQhI)&!{s4i+BPXKtG51H+|D+_~Qtog&`wN2t+|*@k4lQ8ccujSA#gVUG z+Y8hlZMq;RvT)tcXFn8Q1THeZ@BX}WNrc#h7d}cs#gBb0o*P^?YLg6{=ssb&)g<+9 zrInU*3I$(kDv9tM>oA;q?ru`x;_B!pVzoE=Pb#fe=I%RRazfc-W!Ia_n=M*z`ka=0 zzOw6Y&)iN;u7kFxwyI>*woWM(WS?Q)_FK{I&)sQXnI|@W5nhrrQ+$_dV@9p5-U*gP zH9J|aOsZ`AY@YUQ?VNYDaDz(>#C>5WrNn_ExPxL z*DUss&vN%x&WU$jbN22Xhfh_!F&(DQe;x8+N|#Mm@@rW%<7|s<*fU>`WtGQ0eq6fv zUv2Xlu4BI^EEV-J3w?avz@1gWLby1Vm-(dmogDQob}>a0zdo!ycZbhtmQTPTX_eWl zGFJCwMBf*V340MU!Oruzc!JBbqqQ0`Put609xzO+d3)ASZ_3HNA0LJ7iqboJD|ypd zq1KdXho1H=Qv1xMcRJhZl!eOWw}CUQ#QT;Vu6?sBKkSy*EM94k8#9is%bOe?v9l^{ zpV@WS+}B@sANifn!L@bUyjiQ4U)xgt=A*-c5^<9sXES@ARlj4qz4=aORO*52RBzAyJ{^||1OBJzw6w)-!@*a-SuUw#LrjtPvcI${veN97j)+28YV?DF-+PZ z%pd`&3(E70vWqiPQ%j2V!4$Ycn6mfoq<ArvB72y4x@EuJ69t)H7U?3`W1y@2*{y z_N%Bzb*|RQSt6z?p|9pGpKs$S$Mg91?0x0mUAMZdE$R1I=b|7c(|7;x-`ns19sgec z>&wgb_`m1#_x(Hl{r`v8_J2Pdj{ko-zy9}M`F~$t&R)Oo|Jm*Jf4@xs{{QLyeShE0 zUSC)7fBpTxzw`J1e_cL*->=8V`D;Ia&Hwz??C-bP>;L_k9{>Mex%~e%wcmf=ul>DU ze&4^(@pfC^*M0qaf8Wn%tKa{-{_W-K{Qv*>_xtVt_lf`C%k%&LEtj|ZcQC*H|L*;D zU*FIF_wzFU|L5`d>mU5x|L>dB^ZxpO&o0OB`~P`+{m-lA^Z&h-ulw8o(tc}9(a#?X z`Ct71^?CXJ`v05%|5+`+@7MMEe_y^XxBv6uWxxF5{~zAQ|9`!_{`bSDm#@dy|NB{b zcK^St|9`*Te*e#B`F+2BUAF&Iwe#>_7|No!k^8dcreO+Jw^|=54Z&&Z{`}c7EzQ4a;FP~rMdH8rk{f}?2-`oFt zzy9Ap;Xku8rSgL1>i@2`|MT{@{Jy`>mOI-0pH}}Pe*XQqs{ix%{rntn_wS;4{NMBX z```cHYk0~(`N{laGagC2{5D&0X7d?)UZdlVpMK1~`Qzu)<@4iDbZe;I_bQ4z`s=cW z_MWb<<|qHwF1bBD{*^9Y@W1jnpI!f+9@sy3PW@w^4^Qu(dH!FZPJ8ml$4^i9i~lM7 zfB#LocfCwnL!#ULP5i0$ZIb`ZWBz`0U#@Te>vH^q{(3|C`uy+f>wdiYzW?{T+x!2& z+TAbz<4^h5|NLJb$3H&)|HEVZ9sj=Ei+^DMr>f%r{3&;S4F zr^NU3_BG%C?f>_)cAk9QfB*X5r{CB8KK%R0{Qs}>|9`m5pKJf`!k>@M^Z6(L|M+{# z^!tCm+1DN0qcHjS%b7csjhFp7^Co3owA{Rf%|2z)hqSHgTc*WVtp5L}J%9gimwRts z_uFs#cc_1F?eF9M_y528_tO5JJ^#O7FZ)v(j`uUy{F}W<`HubHukH2|=l?!$|2O7W z>-^ux*Z=>ueEq-vx0m_j|E{Y2zJ33npZfp(*na9KO{o9*ZuS0}|JU>P|Nne^`GNg4 zU)RTPzJIX(Z_-))J)@Wn?oLt`dli4cdPJu&hhY3t(#k^s$VuQ=#Pt& z)-NN^_z4~R;M#r~Wyhy|QLPcbllHP(<(-F1yh@?RBbOw(=O4=A1W&zB-*ZuX$s+yD zUsyX|bgSG`2~@pUb!4)B_qSBX_-7AJE7dwG)hV1bEc28pnkL-2$7j34UZt=9Y_oW; zFt5}&qtxoC#HHM6?iu2_Med`@nN_WkfintN?uY$cD%DxgS3Er#6f939)GK9A?>H75 zx1`NviYZ5Ph)CL0)WCdJoE?0uCT)??!|B^=6RpzsvUIvjHXS+KBlq;eiIZwtOON!c zeOvcw*D-x>mhM+Jig#q2Tq;dIEt|M%;x*TKtX^#noUC5kGXgHLDKdf3$w0o|IXR0q z9Z~!5wV}w{+vb~rj?|PbjvWn-LY0?2u6n#yI?pDlYOzs7Cc0pf;&)f&^4>QrjLjti zX~I)A<9=4EM(n(M?8o2Pi5C@QTREB7Uh1rY*u`sfsX!^$;@{Rh&+Cc3cQ}R4*P0Y% zJW)AObC}=oQ`hv$Cg%xxM?Bq=ni?FegtM1qEh(Lt-q;f|$3xrCP)t3x+qCHV2|ob= z5AkHPix$2gxy28Dn#4Va?PbQC5>qt}i6y%?x~+1H60bBnk#W59$YYV$g_nNLP$-aE z!n_F*7+&5n0Uu7?3zbZ=suAGfxgm|m{)5fJd0p4uDIyG8Gl&V<0}!Y5B_etWuv z+1T-cfQtLguNv)cerADDMl~H1&&|1PuL}z7n$787sjVH9{Jr`xUq-yn2#8*JT<9G(dd3&@jytp{?%L|d_l4+Vh zA#v5ol=&n@c&emct>BtFUY+9Jl43lktUQEOq?SxHhiJ3FHI7UDv$WBi6-N38@#13ZmlrbCB^PaHDSYHuGBMV_?+1DNsD0_`*W| z%L}Kfl07CQpen+ z%KG%&`t)-2duJ@}_Bo)>!q`~ScTHGU%JQbmVJ_}wj%mlgibV^6GT35Jijsk+sG<@@ zORIOr8$~52#d9#FJ6gHFh7^Ze4uw}XJv9`!V0$SOTha$AZHl1*X?Eho#nvY;et6&M zij!YEakpDpQ-hcq%kI!EvdTbTYbQGUmk2GnlUI;BFX3>^BVRv$vnUe}^US6O$6cP#Dy4bO z+qs^T81;=f_iX^C#7!;2h``JF!&cK%r0`D1D4 zkL8^&n=IF(X1jrRe)43wlF8Rj#41}m9#FWu%5YEOSn7C1+9t}EZWDct5@?pOY%MhB4JST4c*#treC zqS{Na-!doM6N^%Ack^pX*`syrUdXP4$JT<%n~9(t-3?8MVka~%F>79O*16QIcS&j| zC?83?z6NFJ!XwTCH??<7kv!K_GEuH%A}IO7beTbP73#h)d!YnLQwJ11#52tT51u{7 z8FooXzt%=VjQ5f&$WwYyPyO7e={8Z$bD~_*M7gh0nZ0*RH-W2<$-XAKA8MGJo~HK3 z|CDEGR$uW#$#+7=1UGmMane9zp=06y?Qglioc@0;j)RHqWMCP%jxg%|5IS$~qrzQB zodpg$ELg(o#KJP^#B4-as?2%mqoML`4doBqjt&a4OTM~*>e-7M9w^T_F;Dh1i{(UY zrD>Ilqt&~-jlD)p`vq8dE@dzIs?jd@RK??*ab3qmg}>_p_N?(TFz{dpB@rtRSQ6<` zu$`n}drZOhm4fetAF*-$o1g_jbenKy)6<1VZd=N+FoWv?@GZTfAYW|M;l6dp&m96QX>yIfGJU)f}ydj|W#_CE4y1 zX0M>p*WkFzV{_*z4)JH4)2&DIIYvl<}Kd8-*Jso>%8>`qnpZHC<(fkD*Z6|(D*ZE=QzhR-s4-sVv35<5B zZ8_q#GD(d?rs<1RrtQUr6DRwcoY}CgIid3G$6Lp-2ZxfURoUNMP^N{pfhVO2`x@t@ z`fu2CFYn_bHc$-%ZnMDb;)U3?M?Zh|7ihMD1fq%Pj@uIwRL^otESdZTGqUD+Oq!Q8 zY2Fv9%%&qMYbQcHHHEWGKRI7(>W_p+?9w`1OS(aAf>>A-JGf1p=P_|!(!_b7{65G1 zwJE6e(O)FAGc4QHF=bGBqmKrQ&$BweeNT&ucVt1h{Mn-Y$o@>u0Wi*>=K za2x)@)05Z_f-)Z{1Ys>PR->jbE=?tSj4NiBOaLV(P*Vrg>PxZdRa;*%_tEq3%?Sz< z-dzM$#Ql)ucf&9u9VO^eh$L_EN8<)f`rkh;F2@phveOE=S5D|cZP zE_lOKC%}lsOXGq}@fYzG>Jwbvu`o8Ofcp@?#edFd;+UGB+82MAgN;d5S3pSt(J*yz z>z(J>J1@C+-o_J64ppsNK$Wz^F1O8{$C&&@lq2GamrYj%3VpGBayj=+-QEpC2IKIS4FdmdG`y_N)(!o8qUI2)Se#ZIiaXuR^`M~i)D zce!Oh0rgj|XY|ftnVDZ9I02YHq)j@D(tCx9xK#2rf<+TKrh{@ogRE58RFq1ePRkapUWq z!y@@HQ0k57e)*M;L_`@IKG5Jq61BA#4?5+z0RN z|G56+BrQ-*MsF*EwC#zniT?5`qv^K!~u zEq2#m;(q+;+}lpq1lLcb;*ZJU6ey(>+QpY@Uhr7BQs7v5eJJMrQo_sffgoY%I! zkOOt_`al(u?J3U*Hg^(Il@6XNYCd|Arfb9tjbK@j24nYAASi>|@LD_x1iu-y) z_w`1M`vq9~9IV`5cY=pV_8jql7T)wUwPmds2OHZWzR0i{Bk|>t=f?1xg#&;b|jqad^<;$E7cGubP6A=(>wli=6w5gjD*CV+56N6lj02 zumTkW?x1485}u`>yqNmr#gEN*Yc7<P zT@}lpZ9C=lXAz{2Mx!BU6b zw0y0#AMZ7>gX%q$(3tG-GVRF=eh!f?+h2>U_$1HFHN2?QY{~O1<;;#_$F28Vnr_?s z@$`}A!oa2JZM%=m(3pI1kED<3jBDvl0Vf5u76xeQb>7f>GyOmBJ_EMiNsr&K6-%5s zIis*)v+}P^$3@n++eoy#sUFryxu9_prZLcM{lA6_Dt#i*!PSJQ`J7&ojK7(kmL?tAx8a?mmwQg~oVy8p z&6bkJdIFnXo|d~-VNh+r*Lz8KwqeGUbvN09d6#{inJ^`Ai@k!0mf2hG*HTMYZ!G{jqhZjV5&lh~=h=J&?s#@h|g<@FRx zobi0Vi?`t5{KCoz?=vht&Pz+)rtxSkt=@hxq&c%zO(WIhJwM0PuB*Qf?ecmVdV_7V zG27HjFK3@Kz4u^U*0HI#h4#<4(O~y_`RA-eh!=Z7^GdeMzkC8tbv%$4&=NKN(ONq7 zlH#3&vSSN^cC}vK+2+E&=3=(?jOD74R6XtyWezMEbNrC4~i_>{(9$r3^ zXrP{)wr6Qe;?HRxiu(%^LX1vXCLYi@3y@_B81P-FQV^{{ioQ$DMBf8|cTpt1MP?HR8P zW=uX8>Skl99wT>*>FJz;6;lGwaW;ENK8-PkqzKEWHXDoN=6~K2d*gil+XYkB+$?Xt z$qTlOIq%K!4O2c^8uvIa?kVz(Wy#M@C9ft zo|6p@3P(+FP(0?Vy4_l8|GlSZ-ORa$AfMliVSdMVV#l7ok7YmDAA>XqvrRQRwKHwi z!7X;eQ;JSiCOx%rwDjK;vfltKF%J@e%YGbvJhiY=?s3^{{$mS+K>pGK`55dk4Y1yFG-f-0?x{t);klDDiliSb%;}MC;|%B6{Lw*k@f;-EKCcNWJ5`wmvhKW!zWY)R zW-mduDVM-0W1953>_q+Q*57O7dYBh)3OvWj?3VfLYy#MoJzjl*of4wvF8B4;eBbFV zVd7=9+Yl0t4-WTBPQSlj+-a(kjMh}1r4t;Ns(em^W_`<-Hk(W4Db7uwxhJ0I86?Ro z&)vN9L|c51wx)l<(HVscrc4AUj+gMn0n@W{!JnfE@4z|I=#u5^>{$=a6(5^={#|2` zoAr4&Yjqy2)Gftlp~11`^O;+fe@gSjuh~vDx@DR8A>>rX^I4XXo6mfhApGlE-p&K7 ziVrOe1Zk6kYm;~i)@IXuS8q-A1f#IIuM5kP=YV7S_jf)UkBMdT@^`!fCE$x-H@=0t z@vY6~vUv;VreB)wsJVDNjzQh`OKxtKfm_G zMqJlWo-54OYjkO6n%^;>ltzQpj2iJwG(mvKI%xLFWVG{wthCDY44+}Erv)p@j9d1RKFfUA?# zgWZO2);>*aI&XVuVc6kMS!fLO+Qs?soQZuYZt5`XR(p8^Hr8Rd0W>JfGSk8y|h zaJIXFbb%ZJ(FJwl#~J%UfuDSJXIj~@1%Yms>BYRlG~q_FMcf)R21Em1QnTc&YCX!kuWR# zSgoDcL-zR-&vj#DmpvOwXJO`D)Q-v(2E3H1aTyi>xFdsNi z1b~t%tgxCZe(l`jMSX7%)%}cr$esK_BlXSoMbE8xo-HZfD_>_&vgzu}%!Z{w=*jrZ z=Ah=w=h&~Ed+h8FN+nA^ObD+ybQ4>bhMsx+Pf ziMmOPLzKLZrpM-pUkmjzDsKjP(ev4o;$G#t$I3A~eI*1X*u7MpHB$mKPr_=YAU_-V z2pf5YdHhCI`wiIogWPPcpGiDZYP4*FZ#<{@J)wKM&K+Z3+EW3_YaP(KBH&c#bLQ^n zADdp5CB`mIN!V}9=Cyp@YlCB!lEHb(di#~{7^L1wXzpeAlKcotCW7Z75x!uG@OgHz z^N&|T^j+8|eJ1ZrsRStF9A@F)kaTB4P)*0n=E41dtz_s z%QwbJG(Qh=vsLGr=Pmhl&e_)Gch~o5r}kzWf@=7lDv(Q8z+JlXIrHl0%vU};UV9~e zY(da3!}-S`CArO+Lh;Yx$9OYmF7y`Un`-pRGBH4N@jQ5SGmn4GJpO?5?2G4RgNxP= z8mU)`&BS*fbKhZ;8l&c85prq;IO|lcn+Xa3IaPKWs_YzWBb@#}9J3R_YaK38eA#%IC(bpLeW32`;xl9+$6ivjvq~GvE9=75DATxpTc0 zb`l@w7-UR=1!VeSH}!e_I`jAi&buo^-FHCa?3|Ky--9)O+)<9%+53?*p8u5VQa9y! z!k{_`)=HWxvs5TBtEJ)}>uW95nY#~yvbRd{rJcu`__5xZR#X= z)9UGw&l8V+7JT$G<4Ez@JG|fwccj?tdcY&zBkOy#Uz#1>`x=yzF%pS#_w$d}_r*r6 zR}^5IY7{o_^-jKK%a<|92d6%7Iel8j{*OGUb%0gdCrCLic>b%!Zo_k+HpT0(0(aL# zPZN){Iaq|8>Hvp*1w8C4>^4={IoZhfE`2_0r}UX~5+Efx>k<{*HHD7mZ|MHoT(n?{ zAUIilgeR+yH7Or!S}N?Myw970i{lkj1kc}$2|nmLx8-#9vC=~=&RCMZa`*F%cR`s9 z2I`zb z?ZiV*D?9vCstow18a)CfUS(+FJ@4h~XEQ&-MqY8AznhIZkH*sDH+u`gA>VrEsQZpR zA~k7J4;@yX?0DY7xYPvRoKSUN=`y8Dy9-qGtIo7eeh}hi4C)rlWWO_K*4{Ty#pWx0 zNRW}5%CmTa<6?L#1mw4*w>EiAo57{{!<};J=Ep2S1)b`ro$fnq?ml`P1de8m>RLGa zdExILZx8MAlI-WY3hpBn&+XCN&Y5qjb|+w2g-P`VP!nq|sEKt8-k`hn^T@5AEN^Qj zt^L(%_+w|fj?MMQGRG{`lZ&KIvdc$S*sb{}wh-JB#GMyTZ#`Y2r8O$ zSmJq#PaON1pcd&i*6%`UGN48esM5BERN75Je%A9NtmiM7>kn$%)P0bA8`ED5>h^e@ zE@EDKt(TQ}1hRQ_)%2DPTu_N1MO`?kmB z-9ZbJQyI@&92bKWfXk1?a}av`By2q3R-H1h3DbD^X~N^Zb>Qj{qixo?^)u(KpDAEJ zxmjO-EW=iOX=l)((}pdloudrBCEwP7+H8pW>AcrjKkNCCAa9-D6uRGl&F;I&X6a&C zkhV`v+R+@-my6Ed?Pn2?Wp>Ll(Lod5hY30vs3o{GE#rCohI@ft#^uKjtehhE98~U4 zcHi_>`{AiQ4~nl#vSX=a=11D}Uw^P2)TlTDYA+eI8(u#-!$x#Zdw;=UgZpX$r#hZ* z#>}2+A8r2K0_)PTxqjxH#GePok1S`e=K0Z~eP}9EKTBl*-xSou@2IIh@4U{up9482dbS?&dmA9C0~8>^`-+_iJ&H~4XB9=vrOVC*fPmSKXsD9ok(R^G5r3y zM}?N_qn}%ji6&z>@>%4{qn*#WyPq2$`Fu2@!cXGIoy+jrdZta|w1W4~j=I0F(GZ^+ z)l-3`!TRIj22cYH)YJ8X_H=o}IX6$YUArSv^5KOQDH5$bQmQk}A$@*>Q<=}Xv!8$b z>36&JtKD~wW>DdIz7&+xq)u*@<(xj<(5~kL){M4qLz$fX)Sa;r-xWYz4^WNPQ+Dpz ztgx6{PCNe8O=yx{$IYff{UNGa}0j$Ob6%C$TSunwNa(ROkc{uoc?^)&0a|3NL1d`+F`dvJa+mw48n%kl?8PFaS&ObL!Dg zu8%dQ)8;~2n;<2dci#A%&N+R$rJdUYP|C+>^6cAGA(zi{6I2>(Oy^GgAU$93ylJsf zT4YBcC^6buVQ+~*9r!lJ7~Ds2lYBeptm#B`YoT>ZB+Xx@$UtjHH>5f+KGM4XdutA) z`wyz&XMox~J=~mgpQQS4-?9B#b0J!rr_xC4eoxsy#)W|!=f+1oS4cG|KjyNS2RsUO znQ42=rRlc!A8Ea0f4nI0Jdb&o;YE#RSVv~@q~s8%#YKB$i*|2V7kJ``MrseNRK3I@ z&1tO1pB;1gSAq=2c!=c7KcJydtNk0+1zF8SbS_exRvY$cU*^^O5Xd*>(o4`_p5Jq5 z?|RC_bM^`$TFX9jzn8t1K;a_Qxr1V5|rL#Z4+r?<1tdws$p#A|u+u>~MA!Cm>L zAUCW34FM}>oYP-Z4K}c1%B9}hIOe{VHtxDlrdwU(CW7#@Q)=29Epno3MRu36_`C(-WpvgDiu z$eob#G~krSbI=&-<)5H2)R&MkRI9m{cb?+fZe*Z$zBoqXZ-R{0(%Y8F0h)Ku@k0Bp zi|5umtO&_@4(dT}F9!D@UzYhjmx`FKLEse3u)% zCVq5SnF1+Spmj^Ysg=(=uYRuJt=qj}T~O6|v11O?A)|87TIN^3NnNjP^Bk0ZLCp_0 zNm%c|&GMto#tOOZrZ@H0WKX%bsnrnN|0*_0i%DE7QhSqI=TD6RUoWU-bwOkCTu8t1 zpvLmK>etRCo8JRzx_HiXv-FvR5++?+-W9g_Hb|IHi>~?ixVeuVOLZii{haew<)zc$ z(AABG}qJfct-ody39IlTy18*IfA2>}YMi{1j%KBetLc zoQerXr(nI8U+aRl##}HAHl|XA)|j2KK_z>_^IM_g;wg6 z&nZ*DEh_jZ*(pEE^K0g)YdpWH@qE@!V>UnNU{_)5?w*&Yzh>_7x%anm zzm{A2rB9a)*1~U#{!?6;8WX2>gQcSo)ZqmUwZKxnm*q#B%@y+$=cU8O6(BXyGMfX3 z#12ip-LU$-1h!!v8@k1D5a{B<V=b_3Q#S+}2oun)jeCQO>%J527>=O}*`5_r0fVUN3UD@yzC+qnXcJ zw|?e%yGP>f9D{-hmmb4<#3qY_TB`q-^vu?@mtgl21vT)eT!If_fX6*nIoSMfDxC@% z+ko{pPrmNhzD_u=!dyR3=cq-9mZXi)O1%y!~z$1=>t-Tj>PQRTq`neq$iJafD=;bSHy557tqntGe*{PsoI zdK3CO^Ny>3%n`r#_rYYx-+AzgPbl)T=MI~m4R5s{gCYdfB}VGJKpm;#(i{Zp@N1>6 zu?9Dcj4h`tz0dVh)=E9{ISHfZ049oO1DH}f^dRL!3q?jTr=3UbTmBQL{*)gwh z_lA4V4XU0cA6&8Q*K6poxd3n$* z@LaLaH|uo$>Q-Af(A*wqz5Ocv z#ase4;UI%FcZHS}AKLq$EiIzn-68~B!z}HA)i6uvl-O-3v2(DJ?{nY+T-_3MBW_$z9k1PR~ z{8sS3w3U2>RlmQ?eZ4im52i0EKJ?(`P8rDP!cE(n7HP3h4cefVI>z`%b87t|C+hSTb*vVex0JkQ}ZDc zKHXk&_;xZ!_%X)ylE!*krl29Y1@MZ-ape<@sU1PeTR!VYy#F%CpkT@+aIY9NiKD(q zq^L6TktL{KfRRMDe4e=Vv*4|t8C&2(s9TE7u3J337u2G?@U_*Qx2WBR(kGeYKvHm~s0 zu&MBTmS?d0piGbF0x6@V6ZVSLKRR`ON9K;TE2Jd(Lw;L+_Fkpfyh<`K7BUgN$}+Gv zC9t+-g`L#vi}3N)t2bjFclbY7jyV~;Xa7e>%YaiIuR!it0d3VRowLGj(+aus&Y;1O z)HUwvJaS8WR)DG#8OZBT;k0;wow7W_A&NaxGa`6ges5D{9%*LLGqD7@`@|_Rjiu>-GU%> zkjJZ>b**nEIqaCkzG%wCEAGlGLB;K)UEnF@&ugwcQTf`b`n6*5ld{CU%~R6e^)xn5 zNdvFBnA|JIIW0ff#?M}Y-Obl6P@P9&DSU)O%hF9XDddi0I;e?q;=pxVcu#Z}?~Vtp z1(i+f_kf0B(EGi?SJcC#dlU!??7TJM>pq)e4xo5xDo$F=S3_2xz^JHt`02U*xRIJoI-N$MoxlcAr0iis^_x^!A~!_H*GWpHG5XdXO=DjpsS*I&+%+ zb`;J2uuJ|i+6+5rKL6*DQ}M%wSgJktU7CLO-5XHq02N4qZmRsyqPn6T4`%_8mK+=5;SZ-5jt$2zBEmJ?s=WL{u9on&s-HR z!OX6C7Phct&IdO3LwoC=9=)5u$?kO)G^nfrPa*+YmR_ohuJFA5!+q`doy%wLf>*vw zvV0lCY?JkGYGLJB^B)hCG5fuiZ)?)t*0hz`oqqN=$pF0ABY{WjXxL2tAFcfbk1Yg2 z1)wy>09g99bC25(gQgaGuD)n#EY`F=mk1j24I-18UCfg6ufO>*hxGY-#qo#Nxkx>@AmvG4EqTsU{L zVgY!z1$7Vx)U^D(6*|;!3tQhbeTVi-?b@5lI$5=#lJgR{ z6#}RyJC(8gsPdiPoY#3y3t$~d1O;T~k+Q_Q=WUa3f-0Z|L2lOR#lG5h?K4GRO! z4s1plD5?z0D!ldc(5=cp+;_oklm{VR@S)>N4cp~~-+jLMQ&-E?A|T5U+Zg<#UPVyv zV-ivt2|iUYMd{A(lPdRwy|A=o!Pf0z+YcI)MOsr49`|_uY3;|KHmUtM1Zn_)<|LNF z=OmWSDciT9Y@dU5e9G#&L?1S=3~1Vi)K}ISSBjdzJSj8*M)i(+S zH=8RafExhE)}(xuJy@hwsQVGr*aLNQ+~D0DH_MlxamasG+qqxYy#WbZCtuJ2EoXTq z{qu&h=by6Z2fyV&L-*i$ol85x#j)^|qDwyyUHZxNvS#ASU#-ZUs=_1Ik{r{YtJdk) zfTqYWdSm)JbB}9(0EHsRab?MnHAohd-dCrHf8msC|C1ntWi}{2!a9DzTzyc+1<68| zJ87@4XzVX|zrV4E^I*pFZj`9z1dRzMzO`BR?}px*YCYs3YN_MWI?f7re(wy~Q~MuO z6QTsZjrLY6&}gE~yjgkT-%eLPXf^!M+HbG`(vm$Fdg7_Xw|mD#r{5Rkn-T@;CSj}@ z`7x*I?V&1n&9iqTnM1w$i$OE(mEo-VQo?yN+IKL5`kGkUDO0z87QOW|3)W7NTM8OY zmpZvqhUf_HeuJ=TmJe(l_2KL&6TnWwPoIBekUXWR5- zj_K`+b&jCbfuIo}#M~OF%v!%@?r~{Q`(@r7>9;Y)u(ezpHWyzylD~Zi>jThSG-e`! zh6Ze07Boh5)^yU|Qyk%WAC_DM4ZVT<1)4hsC;iV$uKbRl74`}=uR~~TyVws@YE!qkW&fJ(GqYYHejXDe$iaeKp)al5ngSZDUF4y zPeq*7pJEQ9Wq^kiZ~ts9-6WFy=p}UM@Y#~$r;10*{O;ejIdr%KG!j_`8j0Lq3>%3= zXzLHE+Fy)VLX&@Csl@c>Lf>oZL8G1@LF2N0@Nrqe^Pq9rW1qQSYb_O@Ck^YcSK52G zEYeAFsAMP4exeNiK~Pxri(rQGUhVxG|tQ4xA`g0oA{9G8~ZnnRcO^i=(0To|-*UVKEjCW@{P z#{!P=Zr7As37Tdvu?4MgeGOUR`YdwglPjNHUj6*761XzuN-?M)@X7>tytA8DALBV~ zdDOd+|5#%ncqzbQ_)-8j)#EE%db*Yi-fk`JopffdVa60_N9?(D&Yx2|Ht}t+HpP-a zI-hqQ{mk;w1~h0;Q06CL0h^3I#q{0i!gn*rS)lQ4%n4g{vGb2jyFr6+FI%7Y99#@q z=u&Ky)_8p7{!81Z3Dw;PHO@fO+kx;&i9kPV|21>fGoGK!fG+p|^{sQ(b!xiK`Z3|r z!8aJ?Da+D1W%DAe{V$xG99NMCY9@h}fPv;d4pm(ZKQ@(zKO8)4htUL4zjp5N=5X+I z@)qcHa@o0OQtpdHGM^`R@%z+*su!%ff){`~F-yyH4QGJHjxK^$-$}h!s7sBh{QsuC z`xvOthdjRJ16sw{x%Kl7=ck}%S<3l+#%j$$RZn*wob$zWJ*%AiksU@4kF5s{&|=e8 z;r|4r?aO5+@F+ZZ?YPZ@S$>D67Pd}(j;`y>=AfJ4HIpoFZ6+U(nF{Fyr-N4)UfS8l zsegRK_ia2Me3Fkf2HnKEROI@r?cBeg*0<{SI4)Iz4=;*dR}|3GPi?pinvFy6%m|-1 z?tWhQef!%(Rq{10jr?}-PS7b**s;!68y<7{*O*eQ7T8MFe4$69s2 z(K;T^cc#l^KfAG_hn)rMd$hMpZqr_j zOV{s0aC~1WK6Jp`4%RMa)^ky~V=$ouwEhTV?bp0W+w%eEHwQvj5>-qwdSy8~+o#~S z)nhNO4+ZY08o_JUv_LL_uByHA`OK@zwyJq2U*!axTJd}qXu%$6MVqPKM)SQ!>y`-4 zo9t@|k^%LPk(Qakt>SFH|KrO(U1*UrC!t*P*i%6{E>O9cdIdbVf*KgA(0Rb-&mdZ2ZP z!f|G5F>=cUr_B@Qo1z6;(1zZL38~?^Tb8(YF}Qo2UjrTv<9RptqgVVlE3uB}EtpH) z)#r(eoqzoOIe0kiBc#>@^+uKpzK>InnVHCY22>`3=4e3cEFdEcUX~w01BBuxd7xFD z@IlAPhQ>L4|GnbB86D?-4qmlx4O$TaTh1);bj#;Mw<;UU;xy+3(-61mAtMfu&yS~pT|oQGMWu;H$m6aUOva2 z{e0sI@G3J#qdcALJ3KEPkE1QNhObiP-tze% zsQ5Kzn{o-V?Bx>gyfX)O#I#jR{d~|OAj<%2-$nBcJZZpI&l$g4bUyCeCcgskP8~|+sh^wRLU0omBl)Ff8bFic$NEVP{josNMAkS z_;G=CPYRC}YbwvJ@UEn=x11g&Fl;-u&vH*dep|zqV3&vd!IdMoi(-v zwCo+vn?dsspk?t#ia}#sVKMCo;=b)U!ftI38X9{GS}Y11>r9veUQx^r4kFNQ6{*xW z73+>$N=|0qBq;E(t?sGUd+`w<>M!gGa13zKa2m@-Lpdd1ssCZOeyt?=N+_Yc8JK59{P1c0oYK za5bX8awmffg|6*LJ*Yaj<@9Bla4&laY%7gGYdB>m-fk`J4+8B-08N>I-FWoxO3v^9 z4z|zc6vnoMynoHy{tM^aL5=?XA0@fZe}ydlbjjmZjhWZ>qo51aj0MTUy9B~hif(~? zwx$u>XF)1$c%KyUJoMW2@TtVHM(7+7a$1Be@6|{K`z!h3&UuhcGHQD|`wJ?g9&Ne? zvI^AWLR~X=;!)+DmD%7iwTKGHjvUbX*~<;w=Q+cJx_*0sw+eg(4UPpu*MO%lRa-vK zf6cu9fb;60#cSszcE~M0ZV7IyeBUqjXlhNRalmlRcr*$;)AAmr%nQQ z{gw&pOKqOM*YC$pcMB6ONjF8%&Z@J}oi#;|eja)BljUQLQln%KsNs1*12nOja;E5T zzwNh8*Fl|OY?Ju@Yv%f2IHwK@U7@Bl(BJ^5f&OpLM{SMPI|aKRGG~CM{V;~q)UTaW z&v-r=l%&d!!55g$yCxl?d5HI=*mjvZtZhaAHFJ;8o&;*As8%Db22{P#^K@$A&NYVL zz%y~!Y2B$oq3wu8o zUh?@QXc)A4%EmV_=Sx8&11Bq$SQ}M7Ho9nnk_g5ss?MdKD<;2%N1EF#T6#Ry}l#UDHvsty`)1+94j4eqEX-|G*|5Yc|)y@&4y zXb5Ra@gdOW4@l!}Uhk~AMRuEuao+6>xC zx`$Z2NyY{@XJgOQBZbx9u#?4&%x#DONXhi?mCXfe?Z330YkzDJn z()DNCUYJn;+U^1xV~6d|bF+L}llHWxt;kOL=^TR}8`IZV!B+OE6btF`C)Wr(1g!zU z*wcrkYsHk0D+11fmU^hIuQ)nm@7CK5)>8%fdW{ZQCSK4`hHjZVsG&aRyw05S0_V~t zSH(*-%U8QuTnFcvHp%bj)Ag%&Jj~^3abDb007@Sm@btm?+?f0M$J3v|`-V&rvrY$v zHiZA$)UNuD?IS3@N(*H{pxXZq7LyDpnIC_3)JL(XS!kv3zsT zioO!a;#ttT)R)h=Uq35UKKS-fUEM6{sY*O^W`Q<2JO;0OF6s)O8TYb!_Cvm7?2jE* z9)0l)%OdybFG0Bmypsx4T~7i{-{pUFJiER}yV7IBQ|-r?gCAf^xl2ADeen#o!QjQS zoOPK8cS~?gpUx_u2HFwA0p68R0H4Y#*telzpMynw%8I%~9<9`tVrW+){YLk*sfDSL z;yVo6Kr<@fwSurD;$``?Ch=)aW6{17Xd5Iwq?jJs*-vEb4|0Pn3=KJjyxN9a`}s$y z8)cwjh2;HWkZBmu+Mb&`MYP{I|Je-QDu9tW^>yazPdF!@eAY722((SfNdhztoU<(>xcK9X4kxCL5wR z%RaBU^6JRvsYgHm_*=Pq!@a;R$V@GGo3o~*d2mX;uCAor_ZtNlS6t0_-ol7J_7Syk zZvDYsZlDQI&@eP;1;9j|eabO$`9E?%lhEk>+RNv{ubm6ec&`2OG-Nu0UDFagoAT_h zLaTYSVBU%BKQ%Sj_cNTjRk^1;clU;SD@76mG?UjCLk5+z_Z)Q%Sl@H{^n?eCK>h>O zMW{7BbWjttJ|AC4h%*J%;Tbn%Q4Y3j5o6kp-tvh}bvY}Y`=JKAsZz>O{&IOeu z7&VQy_w$d{-$2VZL~hEn_J9W3LHkg$_uVa6UHom=>7Iq4t$Nrj1FxY44TT;9O{RdB zBhM`H`?l%2==&4}tP>8AR`H5+*B{$eeCWZ*~S;GwvZxf-WuU!L)$3r?+M1%YR6SF?lufp_`$aRH{KfWYK6s zNKubh#ub5l1@PLy6!7B3UT`6jroqv3`m_{CALcwAV*Tg2>$b-h1XbPK3EAeG9r3VE z``FV|zmLaCk1Y(cnhV}0e+SZrnPLQYZsEwM760bldz0UoS{tpAkWCIMch09v4$*|0UJN4xUOkAurE|1|#W?e(%G59Tq@ zZeh@O}Q?burVz%=>TQ^kXy zH%hj9y~H^xJQcj?(H*o5^;yc9Er)y;eo0;L-Ff}HM7tYkRjY~Da_CsH0eDrblqkqo z`#*pjzWboevDcQ8!IxNmdl}|MaNm)3KF++f#2PdRdK)qbs-}^;1w2Um_RpbR?3#Pu z%rUH(aOw0pUeN6CZ`Zw-rte)-nE#Ib@dXXgdR;e=v7njlN;56Xmo^hi{@Hn&Xq^oC zdq~0nG)D)nLEUO58P?u3&bjt2K}KRKXv3}ne8Vm{bsSm20^YFemI>ZGctHbHf+!y3 zt?AL;Uf5y2E|_nMS6k4D1woTwtDcuaR&z=}K&%26Q12p$0cN<OIe?aCmiU2-b=XLT=kv~` zpIKhofSO|E#~!Sl5?7jMpq{*pbKZXU_;0g5{E~YJTJ8^;ErIQ&?}6;4x7!P9fCp9` z76UC025sp*Ynm2w!)eE!HHF)^fl69d(amAd2XOZZFeqrBUT9Wn&0r4QTR0M zLF4NwIF_9Lu&oC7E7ky}-b(J8%5&ARhM}XCzftIZ1GRh7han+l`7-9R$n?qkjn+-!oc9T1xWz_$ z>fEw<(Yw+;EikvOQhZ+Lmdvrld+m+moo?ZnT zSTC3W9yl>dYpfQIf9W0doQbosAS1-6$BC^Mz5x@uOTDdRUh1bh!x_+3yCvtI9r}F{ z)XA09mlWokirMT=pLWi8$>*FUpmG0ZFUi&CK+DVaPHYy@e3RMZUt9;814r4{0XlFZ zJ?z|Lt%YwvSp^i4{!4mXpI6P9Z20r@V|z!T>1taJIu7DT$~mO1ku`@yIa+@IDbNNrV{T%sO`8{K)&JcY)B>?K zzqB(Av}@&hvC**YAdGX}E+XhF{pWA>ItAeU_^u?-L_x5g! zjd-uIbf$H(f>H)}(x&*(YD1RO+oj`-)UfTt1dZhFx6c>9W<6Dj2Q;b)X-H`6{{U^o z)MqwfIkYecb5P^Zt;#!BQ+987=h)?v5#VL7aU}s#N%vOFHmtszc{ErPqz_{Y+o4C5 zccMUjpCIIgpoR~X5)VBs?YVvyJc5d`xwrM`XQq#PBwoXZC_y6z!Hs9nNlw3B+O{y}%HrV}sz9+LQTC>^we5VRv$TeqT|=V6gz`Ek$+D3m?0poJ=+@#Lcapjjo!*XI!H zTcZ-T7ax1dne`sj&cQyOJRdYK3fkR!@N#kTUGPB$oRC2V<1o#|bHzdN)oTPBP691u zPJC;lxAUIfn(QeXles}Vr67xo&O25w)vxyaXxM_$eSCIv#X-;K%-+vgFa1=Q{GB`b zfe)y9fuxT-;Wj_eR_7K6&>-q1Y+ISVrF9c zaavvB=teJz!?XV@$a(D!$% zY@RFhrgG*@)@KiTUQbCnfBVF|-}kpKtH1Hr@Q;4dhTubIK7ZOL));xXb}8ffWlni( zjB1{8JG_~);5;*%wd#w{Mw_|M9F)AS={kS=M7w;)`P-Z9^o{u&XDWkbGvZ@gKQC3v zdm&Zt`?JU4&6EdVZ9m}Jj?Ujc(f<4Wt;_2r-cEUN{`46c!yB3h=ez$t#hK3KekUOG zpLOVVY2_{{K9g&UYO4;$*W;*bvm@sBgUcfXtl2sX;td(vl_m18UeP@3LPM)_EUTy36^lWZ}M`xeG2ZvuTBv1$H^SS8BZ1=lg0l-nqJDgtzXh|yp@e--V&C|xU_2p@w_%%U$txU-!^nVV3i5;DtOM=JXPop zG?lNO^61>|6LZTSoU=YSclu2CBM&@R?U?I&IUooEBj;U^qGT_(JR;N_$;%t_`rrEuV6Zvo6 zKm5PPA}2)GWYvj3y%ISg6TyW?_LN2EikF--Uhz35cjvHnG; z3uAfR?ZfxKGx2GwLaf{n)MTY^%$^>zRHSsCa_KzBxz87U`lp}dFn9WPV|Sh~uYl(l z_qjz(d8Yj+DEe{pCS^V?oI2ATArbj}-iB9|m7wsss3pxl}sEXlO)W!C@S2aO+X2x_wChsKDW0ob4A^OVcqy}vi_ zU*Z=XP_hDhv*7u~eY+AmU%lANd+^KdhQnT*@4$J-8k*3j2HmObyR&n@CMZ8=YbM^S zgp@ryK4-+s)~u*^jWG`UvAFO+;!;rRiqHh5X>b|orTNar{hdv-_4z}4J~tc$Ypt~I zKCtHDzE_Om%w6}Qr#FEt<3_P>7MNj~v?0hfjraRi zwpGRtX6^fYpJ%>c`_xsfpmIse2ob9DzE8CMzW<>Ae}iua#SJ1>F8VsJ^{vjKvTFrr zoHv|uJFvC%!;&|ku=xfK8(VnTys4DGS-k$|vU&+yZ%*#*EIeUe8=!?p=c|kxwY}xX zS!B$-COl_s?iG3hEdjEpD4qZ9G4H#=`QHvM&Wk~X#WR;B zAjg7io(axZt09j4E&p(Ny~NrnA5L5_GUh&`WRQJiiBx)tTmD)pw?B7;?^NpV_}p;N z4ODc1i&ayv!soS5&Q%vY-wP^MoD;x41eI0yLx0rj7d$HcB)oLKB0D&VCoE+tk4uAi zv2^F>fBwh4zW%?GneD~;&F0XDtW`X=P8`*t_bx4R$o})M>3-kg#H;@fs{5z@nBDwt zm#9O8-oZuCYO9EMYRI~UU8h*(Y!5w{qUylUI?I{kl&V8E$5TQ1|AKtlk7XkceK2Rg zJ4L%`K}_?5%h2H2nYA{iG(c}X$8v#Y<8YS5ou{H_P1V&sHSJo3cj=*@^8_p6b{*!L zcj$r{``xYD4I5&cqM&KuZPu1D)4<&h>)a*g?K*Wqxn)CaYDVA!)0UtD`=TSgbwP)N zE4v}?yrFw=BgCCM@>JJGYrYbT_{MQKZ|XvKj>PS!E-Z4$=2*(LT-Qa$=JvOhdybxU zEWgX8@Mc=VZKxx+N3D&{y`uZ!tzg?-E`=TQ#1}+1im^sLZrpBqCca|_-*g4Bf3jxm zcT2S!Hbgg-K^=Ja)t0={!0iru+$H|Z5O%D%$EENlOfpI&gLmN-cJY{tH?;RiJ5}`0 zZhm(P6qJq!piV4GT^nPmC9d&<G&XK4zsKi zZrRqnuYubS9Ceo{Tg_uDlEJ44vdnqK`ldYB!>5?1t+x4d*0KC4mx9i8g{M$|?POaU z;~b)Q;gew7Q!a%)kF=aOZ`$p8^O98lO0ONiN?FWGFRc572>JO?yWU><^GD$4YsNn{ zEs48NU2txECU7Wt`lIK{8vF-WYDo}UuyC!;X-n7)U@tVLZsXh0#Wx^i6KU1r9_`Xa@xSs3zcmdt%3!Z~2!*D&{ z^ZgU&$vd8Rmzd^#@v|U{cr4QvjSEsvz8@~U>yZ8<`3D-=L0|r8y!Z)i(dvSAeYbz* zr`UEk=t~Vt;&u^ReNYmS3jf-_gK@gQ@V!UR7VOT`tf~|F0(IrOJx ztU=B*RlZjtSm<1!yZ*+{z>S{;TkZ@=~qcPqPR|0R{nP-lA5^H$xnTw64DM?cox zYFQA&I76#u!6bt%XC2Gm2EF;CaRU~9dS}n|Pn;`%@SMBEHt(6X`Z<|l+d!fIex0xA z9b2(RU$1{FInE2TL>s#uJ?}1X&HKY=NE>8XT&(KPpYlAfpZ=}s_{nLm_~f;y)4sS< z(?D76?oz3`sGj?Y;Xk*&n5X#S_0t7A;uN2}{>rcPRcHpd+N<(x`^VnQEnI*3sz}nm zH%lQ!&}&tRUlrxa+`@s*8zi$o2r71b6_TmtNZfm>FAh?By;8OO1+rAOw&UT=)jDV8 z68vu6bYhqS*3PE4!)@Qa(>#^0MAw&GhSE6x+TE znbdMrsxHjQ4BWQm7_+_in7kSc4hO5*?K#Jzhq@Efj~ZZJ0v zl)tMu582&|efMY9rFg|3QEjKSe+wL`;yh*7vLP-tRo?*I>G?Wo%3uDrub)oY9re=N^QL}-oaqK@!9i1|dCKli?7HU3;VF++zqzhgeN5qsci=a{majrnY9WQ#>gmhg zy!N>HyFJfWvF&Tnl)VgR6hTRB2waYuXUkv;|tUf4#J%R@U>k)RNkk zhwaHX7uiqIJqyi%R|}HwhI5$Z<|UZH; z?}^_8TjFIzGePCj*XH5JYdbKF+d_zf+j^?Yw$pSbD!c0C_ZW)M5bshBg} z;A~vuHGxygHgk03en+s*@9EmOUNl+W@rK^P8xU9CC^Mb4F<&V;zIkK6!H#v}3*0#l zwocyws!J-$L%SyzDs9Nj`tSdd$8kmYVu{}zO;x5%8{r|-Q!6Z4{XhA=NK(P4E`>GI zlisx61vOLzvUc&DUe=Z%F;zY>LO*rd-VIA5Z-N?Bdv-5tRNv8( zFgg4G?Hk4{8?nUweV0@B;tPBf+rDa9e`#j|MSZGwHizlg2lKuDiZ*4+{P`sXj>J>o zNZbT>>Xcex&FcL=zeSQF)}N?y-Yb$S?^y9IXiBZcvQ^Hyf{mJAWivVjTB7Q^(OZP87C0!9&l{=?4yU9B1Iuhzf(&&e!B_4@bij`Qb*>*6$_s}8>zFpeW7rmBtybg(q9YvYD_H~xjGViiGv>~Qzo%jOF77*RP zVBaCj3lBFK-K$mOsV}||yHh0kKF2m_zJn z4O08xT?v+iwOO<|=fR!%`HSYKFPt{DEeFp#2(qZ_L7FV!mesMXdz?08{`ssq{}i}s z<$dvsxXW$Tj9*5@1;@5}U;d(b>C3;z30#IYrJBaCSu^+)ZAvv~*)@G?5LP*qm|Fk# zXGq(A%NOfnx|aAiErCY)(@QF~T`GJ3-!q4Vc{~?(>!0-~abrE^xSP>OxTY*|J>k=tcK{_`{pc9wmOQ z@YIJ!gLA#(mYAl6;I8{l6X*Gdj@~+W!CfM*RI@FvAuY8W)SQ^I*!x#TL_zsMaH#Aq z(rmNiY=Z}i@fS^_8+AWhG>>eEIb~(RWTL%08q^w&IehBT#|=>tbHYJkiA~p+e{wT4 zk9O`&F!oo16=(}w7#1<>%gdx@pCi=~#yQ9kj8 zuImL*LI%<90r3ytUwgQrNsYN_ai!{v<4zG*dB+Gn$BU4pe4}XVtVQ|Gt-M`!haQ{}bzGp-f@mpm zzQ5XWAnm}?hb^GM&kSdA+#Pigs&PkIX5YSEnZ5fbCUP0(On>x3nZqyk&@{1B@9aHG z+1{=B$8}Kc@aCo|Af2FS)9={kUGOFK*@K?!>Cax=K5_B)atD9KwzomcE^&i^c|U!>$*oTYzL)AaLeQFC7xPo$twH3;g9=amn0?7UNs}I&s$m18@f@NTgO<;}@hF3D@(zxP9WHe8-FK67zO|VzuH?kO-(; zn3ACMJ>2Hosr#y5Lhe0&wg798R5#nUN=);f=>kd(5J#>&_hY3*!Q%aI>b3F5$t-8-0D-mg~0kG|C%zkv)F=TATP6OU-y@-@d}Ath821N;Es&E zBdBBI9&rCrdy>VPgZ2t9S3>i*?R`+U1U!Z?)%)`2*d@>ZwoK7H^5MwR7e6@;2~Rg_ zjk^Kr8Ls@pv>{&c#(_yX{;3(Wo8R49`s1e`tPQ^|cGmp&O7`~~=l2`rgh$Rmv>(2Q zKNR^@5YfBetQy)^I|}Zrfx3qWCBya3o-dy`|GTika)HA|nss(fAFeF@QOOwPtYLa^ zruKtlJloSbpdpIn&{Bv)tuK5QY`Y$FO3GZYMO_cl@7j6ne%+zOgLe4vc+@ISwK`Z4y|DTh7G==}{g%U)}`k_&&Y#r$+o|W&P>XB1sYJ zHW}1wAhO-jpJop?+~PVP(>4FSh&?Dp96S#xA9fUF*6r*5Q^Q^duIlDPtGfC93vAeC zX-kF4T`1OU+84}H%aXX0#SxNKlTS}Ib)2uXYmgv6XkMEpX4VSd-8yod_CUI<@r0Pwqueg}&6xw6uU~s{FtD z9XRCmkwRYoVQ}){MAiSouY;l0N1Yva9lX-{{Mj;Qu`Fn)V&{~Xp9Nc{$8^mX2aOW7 z*4aI36V%@+Vmn{d7L+XE z0n6Uj^I5H-9^19_=1-ZM+55j76G;*+0d;*HK*K4G*91-}MD2T&*yvdYOZn&051xZ3 zjxsyb+) zId_Q??*=(gpQ*&V;hMlH+k5LJ__Tj(=7JMGq$G*k0PSP1i-p*{yowC#YFc>OJ{$?T#PZCw_7?&x`?Q zvUA*!aWgqn7mIIMEXP&%90!dr1-+@!hYbaU>zzIKed65j_B}p|ZR&cdjG$%-c;x2C z->p0Td04Dz*&oRb&1UDmH_e4s-cK*Rsgb`~xj*58NYaN`!=?{smfomLgfuXO|9uhW zTYY$D40tecs`tjv;x4CEZ-8An)qC^j+LZOxprMg;y`$&2qi2a`1eR?-7M=C_!4=U4 zUYi3?SMuZ*Ux?i;Vtb#v3Ytc?dSCuryX5)b{;k0siMyw~{Co&HI`Z*%c5`sJ$(kq6 zx7bdFWSU3Mt5LFb|DQekk5_;yxJS>GIo7`rwFk9KTtBlY>&;NtfD9!D{i)Ia0UI6B zJ$wH9#QErN_k&SPqv*3%GT?myXL)zXPI3~U;eba zbm`ywQZBCr7h> zw;;e_@PG?QXJ~FawN&z#qS2SSkB>Bud|2dd_yyjal&RHoJDgRh z8v-pyBz}R)5uRE|IReq;bV?+t;#ttN?VSn%f{?0o<;n-`uREmwB1Q%O{DB9`b=|Y) z`6up|1C3qI+W{)yD;_~2?n>XkmM^0Gt3PII+rbkFJ8~ka>-e)LUOJJ>(56rmQbvL+ zxL;iP?Y!+%3z_yp8zwA&6*v$L6Hr)w|GwT|vF&LP3wXTXX%I^-%hR6AI}aruOnDEE zy7H$%Jbx7=;JVIU;Gekg`~Ppj9f>=qaDF*7EsZs5%H6der`-~%iSCihw|*p2l?bV{ zHGVk;K${oaVizxaaopn~Kd6bPw@Zn`FBTq{cOE@YvRISXV(QTX$^n|;ERH+fU@hMr zMVVc7JtBWOKrP=Zst)}EP5Irh2JA9NaluC4_U%WwpmBaNULbcmsOND|^19yHi~SQ9 ze=k11T;OouzRef@^Ay&{*vdgYM`r51i1}++~Z>Vi9K-czpKhC6T`pn!f}^YFiS)ZT^ajOMMoJZ`*P#dKG)g7r`4PqT9SD zep#&a5;Qj90gZ+0dcK$XCoYk9yaXBmjeM-uv>~=@38?xA>RzQSQ{DRgKgWAe+i<6d zr#;ssXdyJ!d-9iLm6v~8--sktxUTo8Vw^SgF1Y96_v1rPK}77KZavpa{as5yL$nGn zq20HgCZ6_glkRcP(>(Iw%u8uhedpLb?y+H|4SKK2Fd)@uz)#G7aaKV z2f?l0DUpbrb0_S@&P9m_Pi+8K9q&#p)%X<%OC-x;c1{xc%is3&Q2zw#?R6@rZK6?u03V{hJ{Q!i=VI>WxWRbZO; z4A=GGq5ryiPPMy74!@H6|9BCoEGmC0#Pip_W7_JR7oZV7?dd5m>J4c!`f&zd{wqYS+q4io^Byy4;s1jhV(wjNm#EX>I(-M$ zPHPKj_gCm^zZ&*qqlQEk``xMDxU@}Mz2*$kFnMZ)RGiHkF)^h;NUCgF_@Dh^(Nx~O zpv4|fC-Hy-rp@lihL}S}=7`bt)b$ek9wlxySm+IDns7G#lXp2CD)t4mdSa@#&=-4& zX{Wh=2^=osYyyuZ7I8M&wN%xVRN3g%NX>(W2n#qwbf6)k0uB-JFN)97U0VdEc}F~T zyLo9*PG;}+D=9OIh4&wRGymwHkhX1>FV@9^ommET=3B5c-+pSdJM!W6q7PGUfM#tH zUWjJ!F5K46y6aKm)qjuPKzjo$uK)QLJ=M~#0xg0$rK50fZ7_< zyaT={UfI4Otiomu<287&ECL6MC@5GqK3!$%8t=aOjCQ~mK{oMNrY{_dKVn2ctqlRM z4?9+@pCEm)m=n~d_ua0XhLu)$FC@O*D89} zg7wOd@y!eR4R*`{jR-#M^cMWWw52UT+Tuzvgmf5zilV@A}?Nre4P7-(o#HLiU&93QJ%RFtFu=xjFIiRgya62ji z+KxJV!F=Mv@Aj|#6xkMeH^?crJQWh#32w)F+1~pr+<5kZy00D7zC|yj;k9vDX4k$> zk-huHOF)B%oZ1()q21HA3qK3n=XZbf`eJZ85<2G6w@*+8KEm_t#q1M_<_|z4JfYK` z@uzyjM-RFDVlT@4x_EwTJ+$fOddVC<>iG7OO0BTxFE*9hmWS+%K@|@yfxTFzEfw~9 z{)2CbQ79JVQ7E;dFaOdmXdd}+W$BrP&<^op(Ae+p`a_9d>yA!>HE(2Um0|T(^tvUM zzeFs5vB}i7IPPS5A?TE#%mVHb3+Z)96*b3uzXH#)n&0hGco8N9^WE!d&t3#Sc_9oM z^vcuhgSMUf>}u-w+8fs&J=`RJ2v&y_egSnREWjhNQ@xA7Xcm3plmV3{Q!GJkDd?1` zYQ+ghn>A0S|E`2}=Ps(lhxCdv`|Mo%?$rm+cj8(1T$$s1%qf*BaNp(QZ|=HSp7yH? zp9?{A!6N^rMer_x*a213&a`si)UGFe373R@|#>aWx9c*Pqb|I)85H-bzD z^VACQK+{(C^t2bj85=+&#oNG*^mc)HyF{Gj->qBCBq^vH5nuY^g|on`r53+94pnjX zLCe>xuZzAgYlo-25S9QBRc?L(DZ8ShoL6KD`z`K2VA7}ir%bjf05p0jFby;;3SP&y zEoLovWK_N2iy+%qp#|<7j(c06%Srae=RDPZ62vB{$dgli0bJ=^<$~E*`g*U!#1-H6 z-}6&!V-0fI!*EuSMZS({%dz+R5%vZ$Vb>4$1cUn%QcF61e6amj`FEe)m%BH5oK4IA z-R!?_zCLT!ovXE1`)jZEt^J?3?f#xuTNmFkaSs0)Dz$1~`=g`Q*`Hp|YuPA$ytqEU zct)(~?Cn}+%bFj&_U(JB{IYr3X5WqJDzUk@4l|X-=UqQ|);1^S_SAb*S1f#+`NmN4 z^)u7-!ko_+4)q7#ms|fkX8wKMbNW%f>k^ONy8AfP>$#!)IsY#;b$`_Ve>ubKHu+qA zPt}^^Q_j7=n17vdo#M;2iYHB2mh3*cQBkG#LdiBwvz8^RZ-4r!&UpD3&qW?lzZb?V zF}#2Ge_5y8S$3r7uYbMR;&adAYi93W_{m(jzIxBQTa(|lZ(FA|%Sxrr ztzQ$GRggK4`NuaIfBSj*FWdC4=YQ|sJ!wn6>PGogh4az>B;EAaMOs}hS@<&R@{|v4 z($;Tw9m-EF6TTq$FY$#g%vm+G!f{C2o+%l_9M->*$PSHdE*R(&;u;#bsWl@#=qAIhS8jhP;{#lnD zq{HEvzUyi0veojY=RR!R{jMNX%WT_QulHP&G9AyH_;2D|KhJj8GW+$6zwY^;`|+(} z)vI4NrC(mwxW@lJT3FtH{rN$^ol?Qqdn?bFiX3_P{N@(PW5q7%UuSI>)rocdwY}-f zxA{_Bmo6K7)YnVMf7xnW`_}35)n&20_Iqx{vKPDFxUo%pueOIj_oe!<3I8@XeVH%1 z`}VOaLQ;oUkIzmblw&T|F*U!{=mwAI+@YW>G~IehU+R$3vER+n}4O=9n^ z5MDPkrCe6$^RZ*wVqeBOt_XNL>pa(`ny?AaHaD5<*E%uV|80-|*XOTJK8p}|6%5xF z{b%LPce_5nf9-i3qR)4$vc9-VZP6T6*nx_o4Sx!}`Pn$~Si!S-SM&T~VxmA~(!CZFA?aHP!c zMRxkHTc8-(&GtO;R;;;X-TLI@+v~opQ@FCYY<}gHcgFpWMu$ySVJw;$L4M ztIbY!T;ZO&e(uX`P?)~8+H?HCJ1gD_PAA(ecQE=s)BUa8=M{I;<*q(Xa=d4gmEN;t z{%fO~GTctKTHfiilN?vLZ(S_M#G6z$w{VpdC>qOI7s_q@eFkRdtHO;6`Epy0<*src z2M1_iq}6Q^ZYSGSvZWyco3m#e|F8t&%#bBz^ERxQYOov6zG&MP@CtLo2O zPAUE|ZT3nJh(mwfy1I8;-p6lw&L*7i4U=}?U-xC1;>=lB{>=0|JAWpK`nu!B1oO$W zdOg2-6>YMd;}r30!ONUri`ES#TQl!JIODwg^*!?!utQfjjWni8IZ&LZ)z7MKxy}7$D?XC-$IP0#;1(vA=MVniNEVg&aORu$l zQ_lX&w;9Y!Grudl51)KivDNeWw6sU2>9h1qVsme?oX(O+_^^G4 z-OB^pwfAOogf1$3P`@f>dEJV0-N%<%o{#$XQ0D%;^}lQ64(`j^eVzNS_}jaWpPN4Z znY%}7*FL-d^7hW38ZKVBntiX(-el#ezZQ3V{mKA45u-xoQ@JahG}^*np4 z_hbcGKT({2|K{#@HZLmpHrCkByDpQ?e!Qe^V&(tzLe|R3i*CMf)#q0SWgU^!mpQ>Y z98(vmy=}gq`gWahR57@KmvUN~A!nC;;zOi!8^5&CpH+(aVJ6c1XB_NG%W^d?oX-F2 z7Bu2M|7MFToE5u$M->A&@9-`RGqKjLlAHMN>p}Znx5d}DMeKPMxBYO>bJwEMI;Dr{ zJ&Rv|+_UXu@~d;+6TjWz6=7kUylQjR+se`@_s#RUFYS-KcrPOG|JA%rmN6^8UFq6% z{hUc`#;#jmYR*5{^XB%U^Acts-g@Q#x)`i}D_s8T;fJkt6}ztR%k*67H&?$Ut$wRn z`0YyJx1Bp{E`W5tm=^y1me~y3jE=M~+8^z~X(O9s>Z01ek-AH+vb@|EzUu8Cl zzv8RZWq*_{Eq9;!%G3J83yt#D#doIm6)l&2YJT)a`tNi`_nBI5)9iA(z%(eC?M-Hr z(7wQ&^WgT>d$OskB;Foaym$_`yXEx0qHBGhW~;sFRr}(-#oz4sVjt5)e^W(pE#~W6 zFr`eIvx>c}?K7FJ87gMT7F5r< zFLNV7W=8zv+)b8p=~jjlmTva_Xc5ew<}Rz_kx@RkFi8QNKiFqk8CZXM;ZU5w&cI)y zEce2k+f0J{S^dm8IehZxb!u;j@SAK+(232x#kP9ujo9nTF|8Xxt-JCCD_J)y_w$*s zmoa>BQ2*$#zjDJt3Dx_5PClzxu#!FbrO);~7fMPO`~7%Qu>1A7^DFDXjl%K;E7_%Q zU21%GfR91$MVQTne6<_{wKM;NEN;s9-@Vepd!=O~xDhI1bL1eyVFvsBji5Tde9lTv z>0Or!!P=ht*__MQ%Q4V9^M8)tfVVBoc04oN z?RW15q?KrWA*7SHZkD7>2HzWo2aR%DnQixZZoKGsi%HWgNYhNH^y`9`K9^gUt(FdL zX1~R-cDjTAFOW+u&*}Vq%_b-FoM{6y!||KU+mHV|+tqul>*w*EerCrX`>d7lPM`g# za9P-yCA9|0C*JM)&i&RF+%C1g5YpYNsvE`tipTD#oSMr?i$#4F9CcfD6jIIGTnOpD z8F+Xy`@TEttYhNmgDS+?JDZiSCY3#@-*w$Nc-JnupwLp;dw-vOQ2V;R^unxt`JaF8 zH>kYuaOdh{c60T!+BeF+V$^!b8!dI7`?BHHujhBXka(*+ad@(toCN`kEcD3*a^v znrsH?wuC%9pTZ{b(b`%XRL=ZeAassz&z*iq!|?ELo3-+{lFzyC-X&kLcVgAvi8r<* z%Earx*8hypyMEGs{x?V?rhLT>=~ng0(2*g#41YEG-v81E|M!;Y$#~0~%+2kpUGVSx zlG+k2!`<%+XXb$Gs9z3$?`zojKsU^NeR!6&?-=VZ`AzDxA3H7&e(d&&>1MV#xUI!m zcg)abav_(>?Z2QBaqg`H7gz2o%h-LL*DQ3h^oF(f8=l9MzWiFV&V*0&&f87Z|F&`* ztYnj=5*r^6PlvpEZj2RHsQ9)m@wLQJnYX>i@#i*Z=?bFaPb)rDtoMGk$GY z`G3a3^^lg&vb;Z@M}*c-y%FR3;@x)bUhSmdctP_oL9Pt?AxA#9c2&fz_4pemn9Tn- z>ha{W8StN&|SaZdcD^=l(JI# z*Zk{?U5h6decdJVN~(Ub>4RA7D=+`-zhidx#of#AKF(i$bz5lGYnzbf|K1h_2J73` z_op+zp6?!i-&AFDn^uF!tl%7u$xA^^t)7DO^H|yTyPTZN2Tq^{k+0bP zEtmTJ*-EqbYK7eXZQsSK?$4{=JM)iK`s9;yz~fCnc2~~+ zmE&O^7JGZo{jm33m-dM+F=hR@?aH$XuEcFqmO&cG%Xac|B|X>qC4FZesH(qb+VV2U z{F8m?*I7+hpZ@#vCS&!oZ>N{m{1$)m&3#H)?W)_mK5`#>x8d)*KYI1^l#W-u*!{U` zO>3V;t#w)GySAz~ufJ{WI1=l=YkS{}cK6>;Z>!CI?AekT2yZv(HHww)W_tih|L!xy zN|nQ{F4bO}`0j9D$^KU!b+0?7_Qg%TC39XmXVntljmkb#FO_V4`E%Y!o22Dlhm_U9 zWyx!f;H7y_yxc#f%bt`kQ~AG2`ERs))n&o_u-v}qf@xv7UE<0)(^SD-IJuhK#)I)p zHsBWPYL3sV@*a4({yML9sXk)jzi?5>ds<1?e|}E8`Yb}Q?6{F{`s^gv8Ih%n*F8L5 zyZ!a&+p;AsGp}mzea&IK8f0VJc`Kuu8xtRf%Szt2GMd#_u|2E!4M*{6v!j&@7Y~fuB^RwwOzDOUnBHL{{9fbmSA z635|twz1!xjsNLfsSPu{uKeZj!_smm{q?ta4*$OF7Hfa+NmlNYRnvue=FrazO}ZQcP{uw_QPj}`{M%cp9y*QdWnzBuY>n?G2hy{?AFw! z{IkxP9eo$@Hp@MB;q>jh+or}s3Wd`4s_WrVGb~gfdkJbYw%SRYeifcDH>a<5!L+Su z#X*_7K&?&VLrcoIc?{N10Ou8}fRn$xx=S^Tz{>zjCp??^FX8=t@r8ULE3SpC*aWMC zTUFz9E*z}#{gMkBMPh#y{Q8qgFmxM7v&q>n?A5E8cU+$3YrIwSTH~%@NJv=6=-qy6 zb@10paBlh9xa;yRo3kMa;N5b+E@aml%)4SAox92MTVvIwSye&PK&|On1-9ngET8Re zfI3a9nZGVsza^qwX)|c6e0aO#>gKK84_vZexn!H&p0do?SA5pGypW3UCRVE*4?Fj* zee3o9mBZ8*+Pc>ko_GVAA-tM+V1rBR|XQm2+~)a&yJWXAcIOgp@*CmbXmI4X)mJyX*62K1d1hW#Phg zpQldy6_5t;)Q7qYcbVrrTo7CdYHvR@ZUm2wsMTz0Vs-oDbP_albk}hCyGwk3{O9hv zv;4}^v=cvOzc+vIHTzurs-W5D%by;2}HHzg`x&QAul&bUg_G@#98U*njcbvt9(nYuuYf!$33l{YQoXWV{RnjdRC z&s}9}U1LIjc&Hu!H;XN~UT=R0O$rd)Z@W(fnW%;aU zUv@wANp4m~a!x#R-=>9qla}(&ex%uAx+C^0&3>2Qw#~b)%btq z`NwybR7sqhcje~)1s~sj)Ox<_UGddD^Bk;9Hr#4^9xQeK|I63c56{~5L_F0d!Q{Ed zuT|2QUz>if+g&+Z>Xt<2&4w*GE4JixM1lHbU$%mVl*)A1)IBfb-M;{mkFq(oPAhxz zwC%@IO>f>z`)rTjtK0VY^5pg$|MGmx$!9kNw(+TfiX`V1$4y?oe);x-z~<}-wRe!x z(|N^-Ez0`lNA$BIvpl{>I`4`%eUclMk$h#@{`#a%mS!z?9sMugTy{fXm6`9X#ErfB z+p{agEOj;+%mCpOq+Xl*gnx?;WLh(A%2u!!IjG*8U;>@$-gJuTUMs_*!pkCtCPcz=?b}3CS3f8~9&RSpa)xNdALcUi-Z+Tw)sx8gq?~P@j_y5df-2MD@S;qPQ zw*L1ummbsSD66npx~uB0>g?NE*UPm%<}uf5cN8w>ypypgZwjPzY6>vVy7bway(WL_ z?zZD=AkFA(j;V`J{yt&&wX(+d@*ArPfvek(2itXD?0Nn)p>*GY@0sj-&iT#`uK%XL zeQ*7&n~cpXja%V-)$xkf5TbcP6 zl93fc`qb<5MW_eTQyuzDKTlg^Y^HkQF?5(@~ z{>4MniQ@`s=y<0<{q>rK3NOQ1FD|Q6OZNSnZ$0_!UuCwOuDc7bK_lSvYP%Zujl2Ce zd=i$uUADCR?!s#(oW-`#r6uxPcFsF#afzkRL@@m4eBY0U+s=JW0rhB>`Sxy~DWUND z`~^t&yL3Spk~Z0UYtoIb88?3Qxl*<1i{s^+%PP*S{JLfFy5{1BSo16O_o1D(3oF0+ zoHL%6{$rWv;S1ZJf0eeGC;DOIxym=IuYAjmeSFB5Z~d`tzK4I_yb=~_AM&s7-QmyA zzfaou`gonk%G%oKo!KXDul;axh3|juXDP)w9HFy2{XRmRxAK^LJg>o`8!6!Itq_uP zt8qGHc>QqGm;G8NZufpTxx&wWampr3v6fZmTtd|$-F(r11xXEza(rIw`@kd4FSju3 zi>Lfpqj0#LRkAL0!uH({CKt}H`}HQJc+a{8(B}%@>=M zw37MixO?tiQ@bs!^0$Qaf6n*a$bY4M6KD`VcUJSvhO+Cj=R{MJZ?7}4;rhS$<^B0v zZm>Tr`vzJR`qi;`&f3B`b^8vb6x-Mb96uQc8&XoOcRxA(cIl_nW;Wm;dCgopXYB(E zSjxJmR=v$FeR@K%Nu`mD9`Qlq~=8{j})K}d|{QNk;bbadfUsoRdX*&Eky+7{1RQk+U zpQSU4Z%;6PeN*c7%j-{O=JfF{ytaAiwaMVRa~ap(9gJ-MXKaAv71o8jQ*`{7C_TI*`Y;OIxFOAKTt2bJh&6FV3s$JDpOT!*O+<&fJ&NK+_3ldDksTDZl%R|Fb%{4B%aOYqP9<_K6>n&IwBc z?g`jStW})5%+`9b?cbz(lg~c<+zu`xTR&|mDP7za?Y{rcy3PN?AtQf}O(TANSJ$o0 z*MyvbQ+r`cdis`h_FJ2k>ps}e0;l`m4qKOdes1W#c02a)KXK*!e*4Ug{D+>LgXEa#6Pu0o zHZn8c5)_7HwFXF5tCGuo(|oh^`Sh+z@SxUp_ACeMM8)%vn)f>UTeffKe)#=oev(rB zhWYDUc=R1S)mwJG@mvyk1hr}s*LlAk^?M;3#lJp0n^<-%@t1!5VvalFuH=?@P}qa&||JzxD` z->JKoOT+ihJ9X)Bcqz|G&I%S0L|mb)W0cPW@l>`|Zci!pmOP z*-bq5?yHIP4#%q>OXr^V>irtf?>qHRlmL6qKJU{1ReHW(KQ~wJT6^NQ?Yo;Ej{o

    I0kGJkP(s{QQea?$6r~*F!zx`IFxro3i_uy~ZB~JO1^j=j_W2w(on-f38Hd za`$OlY5y1HhBsx-D_zM;OVR*MO71HwUBA|S&a>=}Wk)mT=6t_B^T`sFNg z_s>~RvU}4JpBVDy#BHesHzoZ4ds^O^!ANN*e{qQBf*C^d>7yX#s(CjjA52h5a;Rszi(~mb5+=f|s%vy-o z;8*=iNV&|raM=~UJ$D4`O}AW_@b7Tjm;Ko%W{00WwmR*@s+s3_&t6%*3298|Ap2SC ziwC53L+U6iC-wGQ3#VH@Qg0WtYD$_~p7JBs{oa`@v$U(yZ6}{qh%HQ;3K}WbaXP!o zv-nHzu~}CIwVlppElZoawEpgi^U3#?&RI2`dF}6u_QDTtKTe+>H2Zw=-DMkJvhUEm z_wZ`v&mX&XFU_*}V=AUAeD%Rq_94Vbzbr{(fSbeDFS=@vH>_xkqSnec0K+ZB1UCI3R5@7>ADzmvtEw{>~m z*5#L7;B}Dky?SCpyoHH+|x}_M6+ipHo zXE(}*tlU(xO>znr3ev3*q z`ki{M>_&v~Gs8;jii$P1{QoWZ&ffi4e|hQNi%b6rXKk{St6$|^y~qYqj%>~By7t%j zNM+Yi^{kt@4$LpK7TJm}+Z#U1oL6EgTTc}8F@Gt8JufdDd=XH;{eMbv1_OAcm@A!O z+Pb{cl?UWQc`o)iv+g=AaG{~`p0Is@qE$tzr1^nFbKVcqyE7XOd+}CWp4)tJ?!WxZ zO_nuhC04vkfzAy@+x>5RsB}qSWn1Pqe|HDw7de+2xy~QdJ~^B1N)U6_TE?&LycL&c zHea0S%*(sLs(69b<*Lw|w6>8&0h|`S0Yj2)-;W$hs)6%lfm;l&>{KoobBontZ62t-0WEHMAAf zRCf4x!ki`g4^oQXFvT)YSqdI4GWokHbCshzUkC`z64|YA=MD7urdN{cFulb{wB-1 zeigS5uvy`|(`L75-4gJPejFvycEIgI^R_#(xdr!{H@r-uWmw0@^wNh0%Y#+oLMD%{PXQ|uhmz|?fYC)y~p$F&;L_{>g)d2 zu6@NBT41cTdRNuj9hPD1qbL5Y`F8m6PZ{suQ9gTq|D5>f-RxsO(q!C|W&WCPI{B<1 z4m^Tz^8k1`RB-ElO9_P?1qq-Y;xc*AG*{f4<1e-&d zrP!izhRAQnT9wiPO0stxZ{|@HL%vWqs%b^H|GU z%YQVilUWHu(1f`)^IV1Zs=KA_t50kOO?8F~XlWmRwz;VyGg8CjbEM;}cu|+=3&kbI zG7GK0Oe+UXTFcvolz_T!%;ghnBNINn7Jw|oSk1R}&f*R8ppE6#&CAT(7n}XfHJyBR zBj1;I-zKi|1&>4CV!3sDpYH$WbKoK7-BuSYXDm)Ihem>|$!<%j-7lY4`6L9^Wk9GWqP^*;y)Ms_wZwvpd zQ3UP5_@%J&r2Lz;{BgdwWbE}ler?eF*0|Dh);hD?=pT0vzm<}k_X}p5FUYnjcb9;+ zrqoWj^MwD~HTL&vxqZ*spQ&Y9-4^+M;LZ}?=Jm7luHRhG^cAYh#}BOQDOA@Jur7V| z+`ig`qDi3Tsr){Ex3=`JQ$M>dQLzOaBIUISWuHJ!%uxsJ)p^~VqF%pYyIqBKX7L;5 z&6CZ(#+!r6psks!66IQ1-G1!yWCx9`$j+Gi$FsXsjP>D zmq39JUhbsz^SNbxhZ!)Lq2>%UoNyvE)YwBXQJ9^3`~x)7QqAO2k+&Hl3f*36tf_PJ-*Zqb~>d;>aT zE0=JnTXmM%!N`WUb-OR^UhJp3ME2MGw47ge`g6_ul4Gl1|9|^&$}hF2+s=oEm(Klv zHsgCmEN|`f^ZiFnN=iR*pOcZxk3Su1`t?Uutuk{Cc>aOGRpi6y!{9ny7EPZ>!?Cfj7q`Gx$kDoVoy}Q*nx_|x6opro_?mo7E zebzkGy6kzTuv|i6#U88ky6fF9Y(4uru;l04dpy?#&L&(tmT)b>AUn$d()icmH=UvO z_VogrwYvN@%Ahf(FY9csBwTAcr~@59cyW(!*TpISer0d6lq*@K30joMZ*_Hw+S}C+ zf)8b#lCoD@v24xCWhpP?%|F?%e0Q$@^RurWw`=~%$0hCvRXzUMc&+@ek6$GYi(Q-Z zxx#c#xXM+7IpGp3-y7TPx%4?VwEX4QId}f;d2rIV_PW5?%xlLof7L%Z`7A=N%-a&S zy6NTX%83DTo3kTKze9$pD_2}u!@3e0g1;7cp1tMa`#;?Brp#}LrE1l%HBr<52w&WH zXWiuZcTd6E{);dDzghE}W5F!wQ6v1bF0bjmyyjr$wIfmg(u4mLEcAnn7^zh_-J32g zapq(VbTIvuN%p}^XnAUv;kVh$Z!_ES$l&FX!k>RYS8n*uW~~3b;qW@6HU24_`;Q!$ zdQY?|>TJ{osAby(&i=pa`0v;I_wKS+Qk}1=LfTvIbC<66t&Z7x?X6VUV@RvL_=5B* zy|*X+hdiHtW_tQ*`~GjQ_W1q&R+AUEdg9X<^IG#T-?zITnBU*FzB4h@>-qG1*H>xp z6YsO%fAm`D)o=FqJy&m!-xce+rE*4Z;evmX;*-yAw7t>@Zql|}1?+zM*<1bEaf=I# zYmQ$QD!7!9bxU5$Q94mAZRSl-36kydx$H*o-Y>FqbNbrn+Vaoc2U`1>vFp|r?mD^c zyZv-)f;NC^&+-c^_ia)BU;OXwbHn{}zE}JU{TZLO&-P!Hj?>iD@BZ{Jll*h(^6uli z=gj&%JJa^t-y7-o-yVK!ulD**O>}v3ecjZ(l`{@q*t7H8u^oQ)g{7M;|0LWCxPB7e zclwi%SAO@`=C|Mu{_eJb>!A4)k6&vPUv6$=Sr?qy@yts4vDM$jE^4!rE6>Q@4Ul_f zbrUq4mUp`LThss3LMyZXoVW9Lcc?v)G~@qf&1>!(=0c-g@K(*)V;uqiXFp9T{&QfV z(v+o}eK!h*wA|8t&ZYiCTIuT4c$P0OIWkxxg+AAt9d+X{HiK5$%Aam0nsZ&&x3s+} z!*4xz+RY1@Gr_gC$-~9x?%w`%p0fhHz@hxi%7a^&{|A46e%#}-$x7*8JWqeK)p+b& zz4~*q`giBo@{6`s|EYN$I`#LjuRk7tKFn2T@VVl;`P-kN>)x;0C;4ga-@ISj>m-)G ztUokAr%ztwjb72OTab}wGv0H%4ISJLp9K#++poB|g<1dm;{R*p|EB+aQGd1n;aYjO zLbC-H(pI^f7j}W_U+DS`scCBeHywFxnRP+nm4!4Iy}j`N%GcME*1z9%ee0tCy)SQH zPS=fF9a36*^{cMV-YwO8tk&nQUS(Mw^gWl^`=z|aj8(SlqtEAt$DT4@9nE|8N0`84 zo4-|CCZ9dnXnv*A?8tP`k`3SR*<~B5j!nN^`a0bSI`qsQIuEo$7rfMcgM6KVm;EHO z=f;wSw;C*bL*_uHC<0`stuw3jo&Ndi#@%v4F>}DFEO@TV(M+LdHL$F=N515-weXK~ zF16`OVMyyIRU?)id299aej8*IU$!L6`t6DTORj5Oj5QAV8&Ep;f5Pu?6<5PT?_PEO zS{0Hq|8H_<*?Dtc>pAk%Ew}q#?YDS-IlsLE4dmuiW0AI4zoKx5ndhr0cBvp)R`%Z6)(x z?YHtXJN_*oA2A>hv*A{3dEKUikVO40Ab(bi^mS<3lE1aRIj?5<^iz}1ehh9s_txh~ zBxFgd3G3>aHyRJx98j12S+=yCeeNy4X?2%NmcJ~VzN`7SS-Y`h=}Y~i>a!omn^d3T z_k}DSuBvbb2*y2=+ULVKkpI~p>kzE8fYFK91R2>4=kOm`r`dtE?FM?5ED?^zyO(^!xGrrH|)teLUaZ>R*1J zk)->}{RO^e#~=GIkA=?iFI&mCPkkTr;{R)3XBON1xe}=MO5^Q;|6g+NU)g!uw>s{2 z=)Y5sZa@B-eRu7;dfUHyPx-dj7W7NLzqQWKIoLGR>U+baOP}9b&a1PDzr-86?)L4| z2hF`__ALF9-R5U@ylq4K?+cLS1j{UctFNk$T+qh-bvg3_rH~*sEzQdd<|he7={*G)Q=E$^013!|Wo?am7*Xm4a~Tgv={^`#)VN zxN+m|!~aiKK6L(V#=O~7=_2>`lg|o%fT~IG$~@nXM}DL>?)qlG&qnq^f4#SBlDBJ8 zG-vyp+sOqd{>3x?xpv4*R_=3d(eeLpwd=FzESg_za#N9+By=+qZEql+Kf2@VEeEnZ{%D0uh*rm6> zu40Gok=c$py^dd$=jZgbF4(LM>AGfJo>CCY$lUWmfp>PY;tGeHl@2-55A}cCPF||* zy8r5>sf(T;)js+yH!L;#O#*k>234`Q_OtAAy3Q^ro3M1X?`*;KB6n{e3TBn+I&TB3|BWF38$z?cL+d)}(Cd#nAIiQc2n>cS zsQeQmyy?sAW!Ap^yRXRJHut?D<@@6QM77zEH!d}niC)DCnW8rS#VHd1E;sdu=}hn{ zz+`V-MeqHYyDop(;eB^wZE(Zdzy@871JnGHb5=5?z;|0{#q2)#Zr4Zd3`l9RQ+W2$ z`pjRxm**}!9{Y;#-R%3>z4t#)OWtHD7xU^nd%RlYJ$IJ8PXP*K2U7q^GWW7P0G=NvK9XufZdu1>oM---kiQ2u(Tn zw?t=enZ5tjoE*O5|4~Wn<;;#IdvBHY4xg=7QTA=Rbi`BZ-%FJ5ulw?je|nWUESKJD zzP;CT>p2h8diDD$#Xk(9VjP@d^eNA;TF>mI|`2WFJI=>AO) zw%Ji4CRYvKyCiF~=KJZlyS`@EKo&OqJpFcsQSwW3-||^<_7H(j(=0Ve#hnr}!!Jz!Ud>9|rwC3J;Q;`+q{y<=683TeW!eZL3%7BOu#= za%TzuyOdgf_YoIlX!!5LphkqIg8Oem(%*!zm#tb1LS2yJBQJz={?6ovZR;Q02(rF< zk(Dd**YsugP3~q^-C6qX#=e^?&)I#IcoX9OR>WH#6ohX@yu)WNlTtU7O!zY26ufNu z{lC1GbCcjc+Lm9o%D8M5v-Qz2;XX&7aP9vA-$P zuRGW57}gXjr2OF!}7hfEKBZ})yG0#CjNYbOWKof!OY*;G)NublI0#hj#< zprsNkk3}=RxqT>f>kZIyq~C{^=5;NF2F14<&&%?XU{t2=KHghQyrAOxF4lj&FluxbDAmNdz*MajQ`d| zQ0|(&|F+Lrg!?wu8VBFhkg;D_y2(;5I&0ad|L1SsREs>Pd9$r+&&mcZ=U8}QF@wg;q*s1domZ9mg`J#YAaW=7^%C)a&(~Y+ z&exoo^vd<>>{aJ|S~tEu5h9Yp#UB*Ablvf3auR25jT*@TyDo!zo zp1Ix^k@U1LTeQX?C_^jA@Az#<{ToeiBUum_xe3nR?(AQq?iy=!OlHIG!L+8)r zO1`~trN#x3YYWx{T~GGDD3ZPV;x_A0{*`S@PU}CJ|7}P48PD}^&&QXRJq|KEdIhSf z`S!+@8aG7TerT22?wI21dTQB>UBO=`Wcg10y2fYXZBP9_=sJ=iI>Ol2fvkDGOlj?G zNVqM2&w6M<++@G1hxPwfZT>xNk>;|vki9E^oe7b+&FAZSuwao>@We$cJs2)^Z@Zgu zd+w_CkY?#UY@PON`$Q~WZvFdn^|`#5Q_E&l1%6%j$~gGxgJpfbst1>Ch^wBuOX`lx zO@xOQ1gHL79vh^;^UbY)e?ryE^@8nJLUkn;SX)e0IT~1?CFt=bdR10f+AFu}dn>Cv zOx^yPdi;C2LVVWd?BAcm=ib@bc?sdbJAHntj>{)43hunL(naD@_bTbo@>OyLp>-F_ z*WH-mvtB99{xu{Ztl&YHeEZ@`l@}uS7*}8UdLzi{C_E*+z9jW?`CPrwwCmqM$)`|r zE1d(QSoq=aNpNEDQ}tR7P7JF) z&+gDaA&#p+a@^ry&j*?|G6hq2&6}z@F9{ajeAjYL*~@-mS1bctWIg>8 za&Y^r9$fxm#p=*kzs@aP8r(U}&#-j)E5)nZ{`W}5eB3M++H_D4n(}O50j_o2th_>t z+oo0h`I?~cA*K%0uODwRqnaVov(B1iAD_Ae%H40QX=)FG8VwekwDapSV9VFb6 zy5B8Jyo;v`AEvL&>5BaU3h;eP3*Z5MY+G}1$PGd)ZRCme1IAaULiQ^#-P&`s5$I`s0*>2-966{;5d5DY3Shs?7Zn9Ng{cMx~Qi z$;EapZ<*y*zV656qYuCFFE4pY1;owYPD9MXFIgeeLB-BA4XAFLD!SVzG4$YNF?JbpV!N0{F=0??p2V( z(JRiY&b{7R`{_`O&aa)bU%m)(I(o%_6|8Ky+ZT|!iz{#HuDW+YPDgL$K?02L#wLR! z7CTB$_CAHRE z3RYayof2sHb@D1`CUV=J9O7!QYLP_f!XA*OR~MJ|bggU;xtqW)o#>Gn__grR0`}=f ztDGd^zTwF`zM?B3#MKZi7$0=C*;`T+R0OYoxoMAq^q1S~3SL}XIt4Y*mTENxJ&f8J z`l_l#b7|5mwNTq#Q-U~6D_7qudpf_2^}61?OAFnn7p-!#gxk}TcYI|RgOzI`STH{5 z>UX`TAwITCUd_=vHbMN^oVY4onW_@al}WGEL!mWFPoDd#E`?CniL0DELl-XTS}Fau z5|j}vG`y$R-_rZF;2T(cRX`9d_i!z~J#m$ihv+_$bwT0QAH}>@&DiA`+OMY?>g1bP z@V@JG98cR@&-xpnGiIQqNVN?R;RT}Z4HeBT(9~pVhc7ifp>H@D-RV9)upk>vIUwI{aC1P1ZgRXzqV-5|vDs0Rg3MzK?I7t>H z=6$)5y5QA%tKH=w4N#X|V=i%&a=jG z`h^;KJ9oVj;KqoZsm<9|0jXk!JGeq5!va-9Q_gI8>vkJdTube_#VYi#WXmdvAge1c zq|noxma@atzy+s3scL%2)wQRufCJ%Cw)~|DykZ&iFEmTVaINBD4fTPQiaTUi7%_!N zvaaHJXt{sss{B~4RT1E(%;Kv(k^f#wn65~&e*D5^KLymJ5bmV1s@wf)qW$oTh4bs=qP+`;v5ZVjZaHY0`3bL@IjN zSM@N2x;1J!2VBWt`Rcfy_KHQ27D-*f`%|@-PbZ`;gM<%KiOm-x$++r+!ZN6L)-32+ z1!`zot+szF<+-Uqx-nSl%Yz`lRE_0G4IhiCf^$x3_@zcTiiU#AQcG}I8p`vXQG6Ny z3A?4v{h(s+?-E#3`{G-W7B2G_QA^jkPcPDPwiFEp)pMoYQP(wjJ!?1FEp_DAdm7SK zgj6+bdmIv0pmirIf9fu&m}UExtYVwK6706+=jxidH+$Cq**qmU^3+O{qNh+x+d_2R z;Yf%*pil+d`Rt3mEvGJ>gIY5z-_#Twd32?YV&MLjzb37civ`8E$5pYdhqsxiEH1mzCU*rC zXqu>jCOU_!e|^l-b?noNw7g%hgfz%Ps~u_%v_>{-OZmTW>ctE;(K%eF&xNhj=E?+_ z25ta5oVR@>wdqhGaxmLjwT!nQ&D(i|(Tp^KBfvK6UqQU03KKor| zt}46vYIpb=UL8*JE{mnk{Q9b)K8P54_|{{p=n^jTmdK^++NV#_x>mLrToF5l#?~BY z{n?V8?gvVxfm4^RfY%Lf+nqzh7HIvMu*oadzVhZR`&*DE@P*Hd{C`gFn->1^;n|W3 z&DBVi9Z&x8RcjJLEsn1Zx^AwY8oCBrSTzU#PCd}tx@OzTNqn}uM8YDuR>S=B^u;c| zFiXbOA2@D>zIyenbjymamEb0QP-&M^eS_kW1@B^C9=KR45{A-5Xb$x|ptU?Qs-d-~$o*RnVHv`k2YHUWbs3-sUnmGw!9(my_U*DW*q`fRJ=<0U;)UZv@ zXP6d>@jW-Ldt!5NVcT>kZTE#p9%5fRrywm<4-LJLgp~jXX zktn1XYTMo%=I5aOXVoUJSblv+Z+%$e*?jr<0`GR&-1QGMwiZo^vh-RDPYEA>^+i=W zuKkcOJ@i#ph3(R?HIS-dLHg`3*W(_ZFnegUBiQQ7hpMi%NQJ`T+lkux8$|P*H+scB z4V#yw4NlwDc1vD8UNm!a!4lQiOrHK5r!K#7DmdpTtTPSP^s(;{NWK39ST~pbOAcG~ zIZpSzy9G~x<26YesdMt7?8YhXoYvi1>w>~hGuj>vn>Q^I(ihtE;#YX(&F+iynQfPb z%?r}@UkMMpo;>%pdlrPn1#0`Bnpo!@dVkN9sEwe`{)?M@T7@mjw|jP82PcQENU_9| z57tz%t$A?PQ_jj;8Mo(dvt5$q9MCT0*}h$Fa#yg`mk&W%Pc^r~OYVnnS4cI@zJ9pmq`gcosJCu{Id}8dh@}Of*4(KzNTIj*wxPEE4AFP@!L7N} zuzA;@e#$VNG(~*c74`ODt1mBtQl5g+E36swcEVKgjN{rVPdTlA>4w_wD)Cgv-hFvn zd&t_;zmoU8xx0+D{+6b0RgETk(%X{|Hltx((DibC-7TNCT<8K9_-fs!C)htY6ckeZ z!n<8Awrh=zYZ$B+FDh|vU(@6e7N@w{VWKExK*nwQO7<@@J$`GRyx%04{n`Izz+q_( z^xV|s5LO}aQLEH;k4PkI*O~}$=)H=O<5}Mj6*qT9sgrzGh2|zMkw`;W-}6J+2`!G4 z*4v$Hg03I-)?N#0bl=}A5_xjo-pjX5x!u3{&7G)+E#o#hgzb2ILaTIY6l>QSXczCo zX8AP%9GfnA?G>5>Dj=e5R}Z zN&YF3tSB*c__pC{g&CrGIeWZf@9&)wX;`}0_I-%$g7oD=|M*{SIQl~Ao5Re|1!uGZ z(vXrlNKa@0L~wdYX_o6uP+h*vQL)d!m zzIt+gI@Dz)_6gK>gg6d1l2c-xCd#szt1FTAJS*EA?091%)0yeTBJ-&r|<&`~B1c{hy!$!VM$fG-inAHS7TuMT$s8 zk#<#UQ$fV+Le@**EV#LA3UYEdqs5gbD!RF=MfUHsRr{(nHzz^D`}x=JN)Jy2&gHB0 zYL|<{VpV9!8Lc2_KxjQWb4xC0Yxl*KQwy$qy#Aco?bI5j)Ub(0+OSTt#67T|7A1vE z+_3n5(A9GN)UY+r=dNP^@@DbB1qw1Zbv+GNd&~@7at1k?_Q-DTYKnY#`=M6p-#1Io zXkD_>2KT~diN#F%!ziA%*7dZeZXB;Z7OU2PtTNJGwr|BQ&rnFRTVU5xbKw1^!VOcG zY+D?patU1PkV+!vJB_O~4v6kc zUK4bk*(ZDLj9r1H(^ttoi2Hgvp>{!m#dM>*mMSOptQyUoT~lIU+4j^&U)h~rO&=Zv z^@hIEs!n_5y(+6F@-`^=a>RJmmL`8xe5kcKxatan`YBY~Hm+8=A-d0HO;EUb!J;>a z^w(U+KdC9aQ!K{ttLs(YRaG^bdnVZ~U*W%f zBA@WvNmsVBKD@~6^AWiP(O_LOm1WvL4Wpg)n z$;G=LpZ;mJ%TIU_(UX6C{iFxsJNyr7mD=u`60dq_f!QihFKHIr({q;|hzDQc-mu}t z!=-)+Fv*0?Z=fgAk3-S?Ut<7Rx$n-Gg((+7}E4O2xx)~hznjDz<37Ni?%tQPKj(CVm;4A__DAdTDeYz8kp}iJZ`ij=U)p%XC}P!o&HbmQ#3Qv<*mi)lXvgf_>=nyz z5UYOz(ur%BcQ;|}zLJ#ZU;a&+`DwM!&(LLm;LWdN+d+C(uK`)p1ulxNKKA}O_07%n zUh^mKHyJ*x)L*{k#mA*TkfUgy?7mY>@edWRuDRY z520c|xXx?FFI^|Uf6Je)t#?;|rwanQm)bozB$of>pvKHgt9@REF8c!aQrq^$;gJFJ z*1QN^_B0%n*ZKAD&Y8Q_c1c$7mHFRO-|Nj<^f3kMG(;!!0bhJ-9F_Q0`4pEx;s|&vt$9yi1EfrGpb{>Cp8cd`I?uP{t^k zT?U<;xUiYK>gB$IC#t$TEFOd0hZ20pwu1v=5kuI*ui?;f;&`qNDd!6dHmxs75&oKX zpjBv%6KB{$mTuUD#Sw0egh#Lg9if5J;5gVdp};Yp3eW~ zj?~wMjJn=jp1M!jh55ePSJvnk|D1eUe0si~eXu0^oiEIK7y57cl)JXe6^2bc`jq#{ z!4BgMt#jQMYu&#%srhK+YnJl~2PE$>RT@0t$uIo*?33}-!UMVX55o8?ob*awFs9Go zPMLGO^7Y*9b`I;DSH>;m(k3J>WgR)Y9GN z#rJD>ZwhrEp8r>4K7Y4n?M2--mp9HzrzSW|Ve51B5cqi%X4tGvyh4?Mrqh_OJ(-^% z+2Zm<@!$lhe@sF`AFCAw_e%HmIsYEI?p&aO|<^Qs-p7gyOUDAvC60OPK&-M2Bvr@Ja%s9;|yDREINPB z*K<#qt<6^*`OB%W4|2aT3UXv?w^#u+`TQMcFlQ%JKtUe)d^=U*{*W( zI_I576LYqI(m%-lcvI|~M{Dkd{kX_mvv)~I*6az+CU+F$%-d|`#*9H~?BA5Kfn4&pMLYBk^Gk3^y7e<7zY zS6`hDT2rW%ap7KH-p0~A&U>?@cpX`L_sMN<+3{oPjvN0OduGnFk@A$=sFLa0-X|I6 ze;g9<6Jig|on!amQLaQQ&+Q5S=iBf~o|Apb|06Y5F%Nl$8NBJz~*>Ve{I0HU5?p);D z&cnXK=bnRH3lIB>O`od{XH+QZY)fO4n#XZkA=@|^!u{U51W3$FOsOk2;%zP)$< zl=@76p4nMevwJp+%}?E)^B^Q_udiQM2rpKYHEBrq-h0*S)W(0eC8jZd zpK;B@C);G1>6#~kPYxdL6t(>XNne#V=N~icd{sNX`w`1&g$#>jrZSgL#ee8s&}q*z z>&N8TD>tI3PUdqsFi zPUo@G+cOicd|7kd<68F$P|}n-SH-J+{>i6vPnn4*nX8F7Sb-Cq%&`|2I=6+^6jd@;3K-2{J$>%= z>!%7!1$8V$c~%SSG|zabbE7~kr{V3jKiBma+VQ_?HhT1tclxK>R&y5m$*SsiTfO@j z_U-7=5c%qJ%O^}zeIRGipC#aQ%6p@?$FhB8vo#lQwB_73iRE#aj+K<oDH+lW0UXFQ#sAbEsG{ou683EfXhCl&wemVEi#^Yhw2 zHkox(>gSmxU-+VP!%M73T5laF`A2Sen!3j4-p-l^na>MmIL5_(dgWoXfhVbLal+}q z4Xz>4lh6G+7k|0eYEu^b1aH$7AA>%(CKYkzo|ZrR^}v0*)aBbYPwrk=TYAZn`Cp3I z^sE;;X4}3>U7qnWaKls$iOp+7Wv$XG6xTe}n6dR<m0Tzg z%dzC1w*Nu+?@2N7nLc^<+d|IOY1VK3@yjas(xXq0-2K%*{0_Ss@M=o-t#b9=uLtsj zXD24@os#l;^<@+GZMNLoCb2#~nWSy8rcd%*)66}MHZ#&KxTnp%ULO)`tE=->Pd>r+ zbmWGoIyZ{Ma{lrsANy~R_6J05hdOY2_qrDs3=aoxc&ahur1fAY zH$k!m5{}%d+jN%io$}Y$uX;7x$gY0U}Osvdtj zXKn9LwvK07BBwWpTdqRu-WM|-f}$~pk>&dGWLf#$I?K|eEqG&2#Td zf~t@2zaru`SR}i@zcq(B`dp*#^8=s6|77tqzK@zX**F1zK8wjE~|e0mpF zm%KSQwS3CKe)x7N+Pyx^tbhN%(~^53yhQ(?ETYsuEnb>6N5i|-Pu+CW$mB%l|^4n+17lPEPr1+Wk25zUbB{8?}H8* z)#n!3vX@O_P7b}q)#rHT!&;6Rpp2s@e`BY9bL*)?Nw04={&RV0!Cp3p+4@|gY{7$B z4k_{ard!=b>@@VBt~Ynu@Rf0Dv#}a)QNoAaBFXFCr+oE2-O{4-D)8U7x8H;A^K6O@ z`s;l6-E0XHutnBq8)cs#@TqHD^I1~ueT&f4!l*sK+(D^DaWIoCMpizfp zU!&~t1AH4^>pcG>ZXDp`Q~WIYyMOUB_n*rxjgR^CH_knBz@l_LC~bqna{{~JVZ#k? zY>o!nDI0E(d^72>1zVX6vvpsi?35qN%#4;@4V*eh*Um=o>Vah$uOFXWF5`Tr*{bLd zvzqSGee%b)6`1_G=%XxsW&7DnSr@ZrAK}V~;cuGDa&U)Al52aP)ILMzY*_QQ@7i^) z?zNJS6c#^Jxlt(e#)7jfpeei7w{iMXwH2o6$Cs|2{%Q7wZ+w~06=y&Cl(DRF*5gOF zZ}!^l`X!=s-bD|}jeY;T^b!7l+voD;1ocRRb04%V*a8nn8h~AxU)zw= z9^)SoWB7{2e9Ma!4|Q%7ioI#LdhPeEtJ-Hx?N|QXux>X~y>DIZT*jo|EYgM3_Dr>% z(Y7$B(=^WO!29g}PuFWwIFDX6*}=B-{O4WT*B2+K2O5ZFt^tL#-8^7`|s09$-fIi?mx>qa5jC` zJT`03=DEub_FYa;+rOb+)^rY=@lS@Gb_Y#)#Q3tWGCu^@vOHxnY}OjLa^ol7{>FQ8 z%X^Oqzv`82>+Fhe{}VVpY2UR+uV*msiY}fRwl00|SyRWWtb#Y{eU`-qf84pRbb95+ zdG9kfOgE9Rf3o($1;fXdylJ1Ht@y*PI}RmD9|&@MY{~m=4qLTfv+aeu<^JmZp$GrG zWcjuo#5!`n#_H!hwrbDjk1qE_WtwL^G?}sW-i|%RKN&1r9Hn&D>#cH*_1nPX)OI-G zeBuW8A6fguE>8=4lqsfTzBi=#L3jRhmzj6We2$-&-~MU)+=$mPk6*u@DIYee`M%Zt zvidJyCAUsV{rB!kwZt1$o@2UG!b)DuP~7wFD7@{Q8L&oO$4sOpRy~5v@o?sb=Oz*V zn!d+xzi5Bj{NGWY5ZV1FXUJWBwEO<{+VjnOpB((b6LWFl;=7^^PB$$8fiIJE*pMQg-X_ zgO@7X&c}*KTZ40Lv+ePNa;wVjtC=`7-&Zxc^v`bLL0*l0voCxxxN+F6Y_Lk8by6fA!yVM#h3O*Kb}3 zn=CQi>EsUGe{26A5Q=&mdq(xT#fMiLKdun_TB@_VYIo~2hM6|~v*g&TJDUsFZx@wm zHkt7lRAa3LHy*BK)=ap>ac#DH^~H)lkQ?VcPWZ`Pw>4@0(JhP4%0$U-?~~fmhSbY7NzFm6+VO??5V*%K%BrZUoCGN{S)+#uqm{(8M6%RXZ zc(cdi&y3%V;qyc8eufq$mYm-Lw(VZ>OG?ID%lo8YdH((>`R+@ox9IU3p^qo7 zx&QPnc*_`?zC7evi2fH93lAX~6HY#sum9L0gKe)>JziT5s=QiXpH@c(bW9@Z=nlCj|Ao5RAs z;&3gf2@vbV{B1iY?~na+FSN{KW4R(XR}iUm90 z9A@@&jZgV2=AUo)Uu(zAd+(X?5B7cY&qJ(^-xgN#Vuj+CZ_p0?gj%_jgNFh)bL`Et zE)bBh;NX*CVQ1K#e_2vt>-)=+4hKQ3%lEz0tN3J8*pK~H2`_l@ec6HTCT4xEG;sJ- zhRrUmeQ@=9y|nKaCia7k%?}PZ7BH;)Z8kS>`R={m=?l7k>*jxQ^=eN31g2t;D4z^-dyAog-5u_l&4>4H z*nRV1+=J@!9pNuD^CwIZ*JcbWdC~D;%Jh@cCz?ARObIWObC;jo@-+KCudI;FXSTjd z=Hq)BuRVS>OY6h_yQyq{^2_TF{M#QXD_nI(TICt9)MqxPtoq`gte+CZ9?qD4lKn)a ztoN73@adNx8pS>J$CjpC#dV>uI%fZc|tP(NsoEaG3okE$&Z%m3P%l(W&P3oV0 z_$wE;?1^}>uPOOM&Z7y_PfEY90d+!uUknmSEOe8#FIwcv&bxfi#Nc}zSND}LPw@V! z`2XV9kO$9yo?rZT^B?x)W$t?dmEvkrzy;gtT4i^rE9d>PN;z`XGW1SmQ>uW`oR4nj zDxUKH2%Yb9ZF{PQrS*LF)hdfu9rN|}`MSxw_RGP>(>0w zk_{U`#Gd@mk}v-6{t5BtiB;hxFJ?TPU|w|MG`K+0^}hfLO1oX`iiZ{RpMWH!H;QaO zXMAvKS^oCkvn3}OMD#93Uk?(=zCDRU)`+9^_NT2!w=)a;X%hH(@%rQ5lbTb1vEQ1s zywd8j@jVSm{kqGs2N&9_xgw%#&Q-BO`HIr7V%J{>D5dY2XngO4Wd4y`vEjk-$;F(x z-uDk4SII~yUaeeyZ0qEW9|Oy@t5^KY$Xl)XdUhFa^TElSUd_FQi7WrjVz}y4{V(N} zV!;#v3Fcx@iNerY{oKwMw&K>62k{4~;o}X|lIz!Pk$I zva6(=*L)1?;gkAs{?g=nM`n>5(~|B4DKG!GaB20I#0y_UEWEgS{C|teT4h+U_RV23 zu6+K9v8eU~f0A3!1Dh^MzeeTd2POt5{AAuY@vOqq+UaK*SnFn=b@+e(Oj?kCA!9})z-@;Bz(9oxia^~tpvZ-Yc9#F9gJ6BGD~mgFS+>mO|OCrW}ROm z$E@DjIQiIt&ILE_$J8bMx5}_!OZ&7?FYfKvuZ+{mUhMSC5ITOKGx@<0!-A$;cek&CBvf5*Cfn-@RRr+ zPYb=L^VMYjC%J{b-_-N+qPWTF83q|u0&`S2j@5q?m1&;Y){N)^2Dco1>=|(HDBp^> zM+z2&0&^@lrtNK)G90}a;ht>4?3Vsjq!;kJJgs=7f`FiezSKNhXGkt46%Dp+e^3Tzq)0nU3 z>`sYs{;2Uks3v;XZk?rnC)(8B_p{~no5b>X)_c%cgav2XC$>)tX%?J*4o&Rw+gg|I zoACHCsC5Mrn!}>5us*l^n%NB9;J}|(m;UkYH04?peQTrlwa2F~td*MaqG#<&&rV(6 zgP)7#pYp4v&5sIn=~FzDyiEO|=cEJ`M{v zq+#J$x%NyJyCL&#mlJEkif!N2PrLe$ThigUlJ0!vNF;9IYsQYAD;h4UEi&9IUe z6CSEq2u|Bw2u|F$4Wiw7=CGQ3rCD(JK_ax_!Hyq7x7B_wV{<;Z_N3n32XEVRGX(aS zcV}0Bih3Mc^h@J^xqZ&^c`WLlO&^u-b@9oX%wbXYgSMYn=U%e^@M_b+_ch=qxM#s5 zm56^0QYJ^Qmrwa6zcS7E)#M9Hr6fL2WmM08Wh4CY&erIkuMcdWx#nE5nQQ;myZxW) z-=5s5vr{zlNx-rY{qGtU-Xe2MxX#J28vkV7)CcJ^U+b>6`|zqu{z^=$Uz4%=!I_g2 zelowxy?bxQB;$p4oI-g|i#7L`?mH*7@mN)^*rvLxZuNf~bMLKKe}3ma+n4UbKYTwd zWG%?FR-I|GcIPQuj&qZiCOK^YHPY9!pJREN7Xupin&aL*y=AdzD4$bX@q;s#1g^xSRfD?fMw`&ahw_c(BEy zgwgkzgoW?~Xavc<)m7HtC+ohX8ES%vg>&Wm>s+g2=6iYfK1dZX-Vs^AyGh79qi`C# zh{T^`De=XVRd4=(tGh6n?N|J?GLI6?i#Mv=eXl1ymt#ujY&8574oU-04?qT<+YfB| z{Ddu@ujS}gadlZ^8K!i;M&owSpwXwLX{y`K$(hDwy;^CU@L{%u(_Dk5l{fQi^{?dn zKG=SBdhlFJuM^#;X2?HX??3J6wK*?WZ?XM;+&u|Yka~0VeE!YVckps&Fj8;gO_9OH zFVoB}^9xD&H5xBJFf;f8PssP&tD+_k-k;n4X@9-dLDt&eFRv6o(6KDICSy^|H-~do zZDHkO(8yDY_(zt0{yjgwNxHG~9zQTM`N0{(4SyK-&*9bmc&5_RyLJLk65F3ri`OQ> z>3vpPcJic2t@yC^=BE7HEc&KL&ow7;e7J38y?tr0uD1WZ^UlkjABbEOVq;JNszu@i z&phFM;&=j7#N|t?zL+5>W3f6}1>Cj+MgE3Atfg`Vb~92vS58UYa76x%+VrxDl(|W- zxOd6Rykz~SI`z%#TEW`PrAL~D4X%7u*}i4-qNEJ%mCKe^?PNa~*_05odix^h<2>vK zXErB*hJCIaoqo|qd3D?22Q|yicosZUu_zXrvyf?en#}Z1$;TEpyZx%o;NCqwY4g_H z**dbu1-9LW*Nz@-4GXweYjkwROUr_3G8WlCB5Uenx8ZXHs7N{bl7FUpRLB*Pz9w$>gRB>{&w`5hG@1Hlwm;r0iX(f^JQBNJ zHs#7}9jE3An+$nhE&Wv`_FQMj7o8m*VlgJ%dUIIe^@f;^b${80Uk(v5w_gOY^R^#s zJ^bKMVgciiSutA_pIL1<_*(SI^sEaR8{!{bub*=8JM#u}4w=`Rb#Bb*J}7F_|H*p$ z4Y32J+^073C-uyn$0qLCTqt?Ai%-`0kA?-j$79|+#VsOdb>bDn!RJ6lvi19#n1%#Qc5)tAMUsmkSs(v9X&+_(odr=*h5&^EGoHxV4>M zyv}KX=aUM{xg4346I{uWiO;4|~w$FYu2Q*ln zez0}(1Ev>S`}Xo{ZgcJVy0E#md3sjDv|CGLnZphrkkpahJ#~L>!DD9wRo$<1vp-zr z{9~r`_39o&w`B3x%S}y|x*v31lyGNO6{r#3*EDkvxbD~_J$DT=iTzWFB+>zlfB22~RdZ6)8JwE+^%aBHdoBZIAXTd|29So~#|EDxfda&JJ zO~Z*=<5dbM=-rFD@uL8*Z4wuIOxNFqMBo@TJfv1*L1F!rFP3 z9;knsc_M&|$NoXBRWt9srN%Gnr=QdKzx|Tr<{Ne?Yj`AG8xJmYZhOb$_!Lwa25|Ar zZFjsnb&JWDRS$R~O3nmu={$8j!%$i~`P_p4u~yCh%3t<;s@I=u*!?>B*vT1zA`&uI zX&J5tQ_Ux^8#-$ml+2qRc!q;(j?lGZa}y+w@GLzLBzJ`8-GkGYC7;%V%*eHB=G`~< z+z-2qJv>q%%bVMR5;Xbe`A%U9{>fmuvbo9b!>go&SC6Vkuo*flZkWPu$h>^ZUf=Wu zDxm(k&-YlXX3>N9ebb%fjU3y0nhrd;py+(QaWQn_wrscG6^R!P2X$_3K11^6!`do^$``-QcLA*|9x}%+LHyK*DyEooFl^<+qy3}y#ThEmn z4lVw3Y>VuVBF&Zm+Gnr3Zsz?eS?%PEK!FIWkhyXt3zFNM60|^xz0Y-hSMzG_thG-; zV@v@YpzwXrw@1f$@0R*$3;%ITCLA+4TsKAD=*>@)$-gI@G)fU+nZ~zOjnC?WqVws- zm7pQZowdge`j6}dPPumrP>m-bxwktMY|GamCp)I3XH;<%m1Ft%GcEh<1 zJZ%;%@xZ3C^yG`b;!9oIdmggfC}7g5KcF9f>*bcR%;iz;-K(4Qp62h&_gfe0b0wWm z&t^CKzd5(|{aC8D%~AH_?~MA}9_xQ>I3h7Ub!NMde?zazfgSv>xcKItmhfwcd<|YJ zG9g)JkI}>PmuEA3gN8yG&E_yjuedyS>FobbY#oN@r{`a7cz(M7lmF+`o|$rt(wz;x zZU@?w6P&plGhg>^zXw{O@^w0YlbaY5`(DcpTX>q4h# z;+8LYbi1wVqF$E%%;=x5h0h<830^bz`g2LK`L?SZbEKIfF7s7qORN;m%WDySrDZ{rpor#9h)!<-um?YSjw4!w;%p}&GXLKf2Vw&^$l=O#i3r7ChVbeK@{tvd1jFtLrA-JKm#m;0FWPNz)j;D-F&T zFr9hA{A9+LV+RUKHDCS}2gR!lqjX;bufnZg1zR+)rWjwnx$MV57iH-mQbs4+g<`sH zCLVmd_RrdB-?K$4Zf~->)L~^~QU?_=yX zd^Y%Hrm2&gx^P{i!5ju@KTtAc>v(rt9W;S9v*E?QS|diofA1!*R6pP*l(3j{gQCbc z^RflWZPOSpgIi9O5^2Uw@#@XoV*a23J#Z5E!)offHvi^ZN#Wb`*8b4gJH>um`^xyN zV;9U0h0X3*FjwtH|F-i&IXyGv7^FEH3Qg~K@yQy3+{9cdU?{_I`rOxBhxj*GEa&@T zdvTF6B*y=+nwFo)-R~!Si}3|(xOx1o`+T}993S5@>SWF4&3n3jrcZ&l^)rRz+h+Fk zN#2>4wDM$V;Zi$>#V0S%*l5eRZ4yIr@0%_@QR8V2x5TGIYRodn_lw)@_4x|sJ!QF3 z#FS&nxXmHv_N;3gX1uA%i02JC(Xjul!O9tXwj4OQ!}!bE-~Ml(yc5&=roA*&vH7q5 z(%hEEuab3+8U3A+Tg{N8s(7^ii>Rzsk_E#ykXJw>ASG3eW-+mGA7r1hoK}EHoR)`?3+^wsMg z-#_hfJh#pEEpv~@WLht}+2Gx%_jbKz+vamu9J)*UBz=q`4CfTB+9)2_vTr_e^vF-0%a7x=KkC1G1-1ih5~wllkY~O2#e|90t}eAlzfWCgW)p6HYB>FX)%Q{=&rG@hQJwW04bnmF{=WK|dm3#xB>U=9p9enOCZDj; zlHX1e;mjRZbyvzx-MQsg`x5`74*NGM9yz)!z+FxBj?}-fy68#gy+0lOapl#fk`oUc zi!Q2UM{^crQkiJv7r58 zaAgYiJ@=38b}6rvPwu+(?c$Z$4h#10%DOf$xntq7m5amG?iB2}a`Kw~&Zl1YR`ohh zsb6_9^p$jEj{3B7&dZMP4|^29`r~?4hVSOn<72>UkdE))^f_VUvM0+GIf?W)`G zV#328*NgsSGoIg7HYX<|+GA=+LGdH+pLDz>_6AP{kiV-uUkG5H0b^C4`k5$;h*p_IX3CtUfsG` z>7RsknmZnXb#u>7V|#zI)yMdkvT&Jxy5!%9Czbw*Za(wn@RHXb*H5ky`F=3&;6imt z(5$Jbkp-3q0e= zFatJzd|f8c-}ulYv37NqIT;rX4|8sK%yPq#vtX6rgrKwj(`PMt)c9)pr|Z|3%1pa5 zsro*j=oQ1}BRh7i|19w4`nSqo7hA3eC!5bsC@N4rBksFPj=`F<;p3vPf)`hP`j`{c z@)h`<+L#k=R!W8To?d;uJpkO)S3l4vobY{e*FEo_mG6qR?a$WA)mq+fu3Yzgzu%{L zo#3d83zgeG#~=Tx51u7U|JwP6dHp)S16Dsv=lr)iS1f}&x%)qwJ-m<{_&sdf-Z>e(Cv%dlQ-OW!R{K?2Qqa1<3Hj5n&R^^XY-0iAHNdW zU+^yI->)kta?`EeXLYPhUY7SZf9F=uZK2&!?N=UNy#BfLMql?a^ZHqHcO}Q1ub=y5 zf5&vtoGvuNXMiL8(2IjAFV-3UD1GnJ-6zS{Aj^J$?^JH?8O!6dj&BL_yYu5?&_Aj0 zi`%D8Sn6x+@jU--z1iC}r+&$s-r_pP(Emw)Uz&HWbjSMhnk#=B^g3P^PEhAGxE8Yh zfrQEdmXG^(K$m+|&i%yhsLWAdJ<)@m7aWSmIXC=awYj}x%G^oQqHkxe`=asRB>Ygv zOU4b886?i{i3f!wbAr17tbR{*tUo&~T%0NIbA3~)fB`r-pYs1WrZc(D;`9>vb4D-i z&l%bNFP-#1=>d2F#!r3FDn`S@Ki9w6vv<#{1ru*GRR2+`X-X9^foRsRn7k0q2Ou@nq&5BkX1jx*OB*4?dZ0OTfTC>8{D05_)o9W+DFCEcj{ASDeZ4!gEZ-cEqL)s_q6j?*?EKJNaMuutO z;r}m|9;x7Kuw_3mk2#_Lfa&ds=M53@4V!Mg_;smn|C3*Qb7Fn=$+9d{V*A6}bp64m zg-ax^Uaaf?^!wMpFt6&XTsxP%l=MCJo#BQzLyzkgZL5+K1q^R0St0Yd*Xtu}PgXb_ z*`a&|JeB$HwdMb>C(`fR%sBA>+d-Cp-}%+{EXcQ;QRCmRSLHy2;s#Jx_&!t9NoW{+ zZ#`(D+`p^1B7Hun3j%iIdapdswkpm4lWMHbuU>XAvs0C48*d|9{LiRuWtqagi@5r~ zoe#?CnK_TK`eegL#vM)0`_rq>HNfY+ikm|xA4?h8`&IhELpzEFl~mF^{=DfBrFmXu-I{M^|t2%H;TdX44K8eQ_6a_Mc;~&lr;*t z{QCC4{ck+ytH4|(9F({7Vf=|}7i2EHunVlL5A``tBz{JWsdYX9B`alTGx~+U@XH}-Pd62a9w1tcHYKyZy5v&n{RrX zuDCq0bLZRHFOqngeH9MG7r$QmcI%ASx=(n;rrGZL@7A!|eEapCd2>~d`S3UHZ8@;R zsu(oDa40iA2HFR+D`itu*1N}AGtpwBu&j{`Q#D_st;4Od_uD_q-oCe+GxGG(zlO)I zl%?~$U6T}JTCQDR+w(Kz)&I|5S@*upTI|ebHq#?l{`0Stu4Q(nm;Z$BZa)y`lwdQp z24oLp=BNWabCfyb+zF)zsR5Snz!3qm#vpuFe#|NRv*!O;d4GBC`l9jMB=*pRmx3Fn zb4XlYz3#;Y#lwOdo^wE!Fa%4iX__1!er7?@v0|1tmQ3Gd7*ET8=a56};Sj8+er3KoSKFUD21n{qJ43rMY;T<0tOAcy*;@XX`mCyE{z( zZhv?G>7AyfYfoP(zO?v{*|xdo_xP`S+vcq{Q;vb1v!R*oKqGU4+J4Yd<;=aGud$!_ zx=vQ$fr4b=LDxD^=ln2d!2=cxhqJl8({H$Kow6i@fL#aD4yu{zG*|A}a-}?a`W3d&>7TBPzrOUXIPR8JQg`ta+fUc8 z?7AmucWsK;{ZsQB?}tWfCudxZS4pd4kWpdalVad*kDDuG!NAAz5Z11(W;nfCn>GHh zKWIhM=lchK<}=)jQlD|5Y|qA}|81=jPsu zm+~>bP~UTO`HR=q(=u6~T%PdqXa0mg;`>uT!#9V$8<-WLWw^M#hV=CC@OT?GPJ`q7 z8z0|4@NxYg#(be$-alWz3CgK0y0UZezARmjsQjx3Sl{1@-dtFEu7G2={L}eqPb7?O z|MO1z|ET&nXsmP(heg3Z$c*pF-er=7rMcl6vc_}%vz@DFe!l+`d(GpMEEV70PWJqH z-)828|7X>M`|F#J?C0PHO&KY+AQoAbFK!NQIeKk&!GyB~f21w`@yh&Xd$1PN6FsAF zE>-gL+TY71KO2AWH%jZ7IqyH)$$IdN!wlp){oP@Xa~!*(<7by#^?ATxQNSQ$!7y$A zgX@!;xO3ljtSvA7(j2^Zf#Ztviyyq2?O9u}<^L7OX4k{sx2-NN|DSt#rMDHc(t}I; z43{R|ei(T9tL8@a1A#&bcP`erws%RY?RU7=uLjOpev7;ODoeliU6m|&!eUXxBxA|g z=TP$6H}b#wREbwl8ZCYW{ae47^VQ~MbETeN>D;sZo&67qU~LxuuQyvHzb*cgTN=8C zf8VylVKI-kEHM7YVd2HnlU@VK`v#N2D}@9%ys_DFuyFFBp!d0dnm|RV@f=3?a}A3Z zUhb(gb7Y>8#^%_3+h@t+8Ui*7}`Fhj%+YY-Iym)H7W1i=!9>dGV z4>TkTuJBkCv7LD$J{>gpc35)5o0=V!TQ)>YFJL?e8e1yhkg;Ux^SgU(V{XokbLY-A z-%UG^e`{N3?)wi`nJZ#@^6%FE-WT#%?aB(z%m8z~y7b`8`=?_+-eb4^Yb9CDCZo!H z%=UkHLB>3B&L_2vHYd_7nA1Kr)>m^jpI!X)>h|Kik`o1NGM3DJa~RzZAAT z8*8QH1<5bg^0&=WukI1CzOm3)>2mIk0Jmfio(?&y=+FS&cyYJQe_a6|cl zhM>Wske|JqM&^}X4*7XQhOEnD%kV%>S~>+czx z1TPCe(BL%io2qS9a^wROxFN69CY*4yQs%9hp3c{J*2{B+b*)k?82jchoR0r+`uPKA z-aA%)OYhySdOe||<(i&eYfMwQUP9)zwST_u-6;DcCC8ez^v5*b-EL2|P1rs4|I?!! z2JMcQ!NKYG4!nGuMWzy3F+9Im1{#Gr^1d2eFmi%2Mjii-f83IMJ?#E!Ts`dm%kr6$ zIc8oFe!#-MG?Qr#N9*6SPsP8jcWT>uZ)eSm?&I~B`8RC&6!CYdW+BTQ3no7qMs2w{7eU3oBQuAMg}PxHCH&+`b7tu;wddyiM_;TcUhL>D!(R&_J3x zUxP6F0nYA*+7kWhaIS|4D+0A9gt zZNi`}KLQqo96I#}*MDm~xy3oRmgC%mTkYPzlWX^LY5usgkK_3`UL^`9#ydzKT)`9=u zF1Gxw|9o*uHOCxPmScw|fd+9aBq7V=r}MwrlQ#X=MHQWEzYjjEoC#UXAY!q4(`}*Y zTWVyBHof?|Eg^sY#_0mZ9UJG)Gn|o@klwy@%khZ5udy1ue9msWH}9Ow{_s}b*PUn5 zXMz_ZOq5&;+RLX1E*At3D{gpW(_h9UCN}#@H)!$xkpifnGdC4#{x`Y#L)?g=H*?dM zjQ={3hi1G~ESM%Bk$(u}$RBvA6c~IjCv=)rHQowi))9G`yk~#CHtFnf%dVn*OX2CNN3+Kr9w{zHDSKUuF z4!Hi?Y_?<8pR+m3+7CoJCH#@t4DOP0&46}Ew{Koqa-ySq{dC=1akXX&e&aJnLUvU_9L2V64vsSvdNnVDlILJ-c2M zNGPVo}UAr}4tRv#ASKeb3cn{>`@kY-+*$hxyNpY#Gi8F+BEThV-iEa2~n~ zUX8!Ar-!OsKdHs6YP%&e2k9Q=3Y%7Q=97XNf*{)-*h|8ce3cDuY+ z9jh)g=s#V5Fvxh`wnw{u89$r3{oC&;w>$k7?uhtrA3JaPuYS|bS>EwoXa8Qi4Qk}- zPWmr)ww^n2!~UIr4*e@V1L{G@zj|~zp>o?66?==tD+~TbTm09Z^Iz=2+GEc{ZlziX zKT7bl{}Ib^?SKC7jC|%WgZsPwN4$NT?O5=3a*JQX!Ta+jdVevkXGmfYo?aDgUtI&9yJLQEh_Qfi!S8Pu zSq}VoyO^_lX2ti6L;v>w%y`9EFp)vxyKmINhb1RIXgxTzx&gdlVds;JlRd*2SKr;} z|L^y|Ka-a$9{!onc<)tC_3GT&PwVHFuXAQwRU&@8cO#h#Rku9U% zB!*-=@DeU{=*lMb1DigVne6P7JXk*cp|`O6fmY=QhXe~e?dPOzSn>U?Nptk?eY4Xp z)z40=Vu?{HCn(zG9#&zqjAA$d*T1_+8@$XmFIc@aUBC`0^f9{#z;$6TK zxIB_t`*-YVT;tSsioNU}-^>FuCQjSNQhIO(Blod0@s&cxL1Bi>`x!0?x29d_yV=<# znPcGV|F8bcg8Er;iDzcmrLic7ZuJ7C_y9H^$o?AV*gaQY_H4PbJ*IZk+ATauZJ?Rv zq-W|r--G^@zvTIKf2r}Q|9eZ8?Q8vRsC+u(MJ)4jGuua7NV zdhYs<&i6;+O3nnZf#$nctgU^`e2G2%wq^aV3#DJS_qVHFH#A-M#9~(Z1V(+us~v?4 z&nC}0x8VM-JNuHi^|PPTy{ydg_R+5yg+^&2%xvv_k{~NUJ3KX*+s?hVf0Hn8V(5Y9 z{9BidIwZLom)dkluDLY#3IG2jw$%;$wYX|aG_O=98=PmjlDqVR=~g}O+mqx!K7}mg zKK9-4aq1Zj4jw*P<1Jh>wn2vz;{I=C``ojFiBHnI8Qehwtx^CRch2nOHFbIBdCG;F z^|fYO=N_IeF@4SU(>tfy>nzL7NX^>u!*#8F-IV&w*}BiZIWFC@>DSBY&A&EXXZM}p zxY)qJqU1sVj}K_I#f1PKp1JCayPI0ejEEGBh|Z?t^`LA#Dp^-6Z(avHj2CGEmoOP^kDxdlQa$Xw)hKTm-H{T zS4pa-OMevpy;N$;+0RM0t zYF`~Er(Dnw(2;#rEnKpoxveST7I=$kd9(4uB}dh^3SZ`&=6E4MK)1aNShZ7e2?btP=z`s{mr+LCc znTS)(6Byq`8FR$@Xsw-Q^oaeT_wVd)n|0P*jWLTb_Gn7f?}(94J9kr}_O?WrXw1U> zZ!_n!7IKesMP5v8)qdc%}rt-2K zin?a{J0?73>F$#}Y`Ni~OvJyYvW$(Hu2rTPMYRemLbYD3=ig{GY2!ZYnbVfNP#6C7 z+B=~3->z>7r(T78asOF+d%n$bGj&}<-OKsx%bp)_TNJVwWXz0{`V+oR?u4w6xYVuw z@YSTt%cVU)%NN+pWSFIo>?$=|BiU8__2HI;(%Vb_th1Z6CZDxDb7k<7RTnS+tv~AR zySaDe${}u&)$66s5Ug z;nV{m;N`Ga-O}YNN>9F21!XJ=zDC~m1E1LU_@^ECZ#L8M|L&Ay2~R(mPo62qB+c1a zcpVfSDQ(UPhZPO7_ZI&=aL!k%#zH{s_BqiDhKCh5JQTQ5z>%{-WQMBx^lz7+JPG@k zS@cOit-$$#XHl!+W#a^8NrQPC!D}Yd!R7f8p7aBoKCd|!`k$eD^?$ox%u65g+$dnn zv0yek5cB%8M%#=c*@a8}SpWBLF20>7Yc}bH{M^>xPp2AsYV%L}_dk2t?af7E0lZ>s zC;J$A?qUco^2sk{k0}tjY&qV`b*l$LndH5YX26@SSinE zyhHRy-i($1&Cc|&+&Ir7ksXq=V#B`EPT#J?FRq z8Jcb=>E<)t*_RZRKhL>568P~t`M0?4-KU}N-<mv&%>bt&^vCDvy=;BEWO+wBx(CT$N*PwV_6C0?CwlYU^Hal(1Y z4eV?_!B>`FEdKZ1sA^u){TJ`b`sZ;ac1sAbL}f3c9Pjm*9W&hGuR z*Z=Nrfv1=C6bxRJE-sujuYTL@Ed@KT@hP+LZJ2+}>A?ZTf(Nr3BSEL#RQxz{F8Nr| zvHJ=W*H6(^GV&H%_E5y4fXk-7>31XBm+j2FFY?)?uKX`sAgNg}!%^#A==R1#etwPl zY-tbYme+mw&^h&r>-yGzN-O`qmV9s^+|#lu z?a6_}X9s>T@3%^%yLGNnD?EOQS%v$20iTQoJKu(# z+r4&8{PO70owL5~{>tZn#jOf0b?CWzZ)tDUPu?j?VH2;ooC(NzD4Db1`}*gPj_92{ z8UF6ozmo!Pd@^Z#J^L^5ie59G!_4kfRDSQ*gSGw~?MYqR>zY-bb}Zj6rx01uR{Y?A zWr4%G>c=zxEKL8je4b<8AMf)$G8PVJV@@|RCvND zPR(_nB>kG0)ekmKe(+QH&i;I-zjuGDUAVt5pXqP@ee+g9mUc;&(%WJd^xZexJ zRkSrf*!g)*?#^G4O0WHWZpdkDocB<{qCh}~;f>qgs*rN+BWC;D{$)!(*rNDSa;nZr z|G@JRrzQB-oPPGgNptO^gTJ@e&IySvy~iF|{7r1Vu5r-=gW`lGH$mCXf*l+erwjOO z%I94^WhDHB_nF0aX4Pv(;QfirIahsEe`$0p&Mb*Jz?JL2_`KdPnN5FUV?VB5E3lya z(#p##*Ib#iN8;QawGQ1s=QkEU4=Rphd-z(VLgiqh+QA=kInJ%6ydcjeTmy&U@g27u zj6J{f?6F-T1ld06*Tnp0-(K&Gw4b$3#;@xqUSQz-m+B$*`q;RtM`-QI{Uz0Z zzj80PXnJ7LoZuoOt??$wx=7$m)O(wn4<9%m3Qg3jeSBH8xcUw>)myUn9f-}pBst;! zGUEmN{nHm5Tz`4yMCRi&nUl5lFFX|0R{Y?Er2)6RO^s8;u@6TLn5Q-teyVCnNtEns zR6c${&|t%($x17m*W|6*S@JORi|aMJy)PLiFV5eVqW)^`yj^eCz1sHq)z`MdY$=9= zJKfeU2nn9>^5v(Zl$lcQm(M6j#5d=z*s$!O0=P8xIqdl1PG#)cZR(v%TCc8~t;BwC zV)KI&js+|NKA$HqzqjpUls?1hIdQK;;7@O`c8d zxUVo#^WMGNCf;Jx9?Do0@yRsqekS8p7PxxC%(n*q%HOLboig=8J@0kzm1h3xsb&<( ze)7(hEd|SM1=y>Wi+7yl(klzReogPY(-BBeSndL6E@yaL?TjycV3E&ZcKSBBqyyVg z&l&fB)-&e3KSrN^CqA2gM*@^>EQ%BU2uN#)NgC+#^8AfHUBGwdkb2oW@$wDlg(A%! zTKr--dB|uEv-`P5<$?t9D$ZTom%h|qa@2xZW=Gi4Ep{jEAH5P$eesox^<+wwr?0SR z&CYLTyn9p{V{iSqaCF8~tGSYf1#=7yM0D8ZsZ>qwy~{0V z$<`;s?B3U?oN#^hl+Wuk8Kf^S`I-8~CbLf3)^pZD(@d6wnQR9yHa$4vXuw_n@dIDt zYbi0ijm0Mg-sE+73dJ5@b%uY6#B~+FCSmo1oEEuLrz~p=iSqeWzG)p}EsvubzvQ&4 z%cnMoT}b%vw?4FUlF>`8s*MGQ{#ED3zL)LxWHYUQJ98rQ@|nz!vr3p-=gt#)eqhbl zbBEda=L?)W8h4k)fBM<0A^a0`bPihh|! z!*YJ^>)x(wrozvz8nsjHc2(}m>{EgIaJXUyZ>))z-kR^71AnL{>y+MeA1k=dtC z2KnWOtay0KSeeVunCsZ%4scD$xBVY0nU#;5&!Cdxd1#yoyvZ0dZ?!VkB`@A-NzTHdB+R{Q$y?S7M8>gIRz&g(q< z;7DS@BLfS@ySh71{qpsU+A8_v@{7fnx6g_?Z2ong7<-t*eCOgvhCgS-?sw^KWXsqP z%)|&$)n|oQT*2S}Cc2yc@K3TApUFDw$MH*hTNrk}UUqgx>T2sa z_Yd2O_U={fHjn=9RiWo=%=FNNInn0n&V`3&wdM2pvAle@=j*}f`2yEWPaZN6etY%v zrE4ZK9O`^6!t94WtM53c_%Di$!RTyb+_w5z%zJzP8L>N^@3FBsYa`M57}S2%;lP=Mt9%3FM zaT;9rq(bVRt@>qgXZ^R^yqs^zeQpkG`ne|KcQ>c*-!nZWLa2YzhbxyZzldEu>v+oE z_@ztQBA%y8WyFd~dQUd-KB~J+?Si|$|D!D~85&hTpDs;z16y(ZeJ-f^YG6?;apn*x z|4h?4sCMx4<*U0aw$8QWIVZ!G&e!~$|G=bk``0n<@xJ_Q`o+&%e&&9eo@qQQ?a0B( zV+T1_nukPOE|58M$ht***+YwpcQ!kZJ~8oh(yqt{wS}%1$j!0jKX)Mh>(}BBRgZJN zSKVJ@diKtOkdwEab@fg=BzS$?+hgZ7Eq0Dr_ciC(A4Xqtj_X?@tj_vhKfS0X@R^N8G1!_NrQffaPTYCy znaP6v<-AM}<9DaA9I9kHWN|TX0mn7dn&N_IvzsG-Ja{Nvzs=`Sw`SHo**Rh}3!XVx z6f4ZJ6gbC_qx!yNlJzeozIEM3^HxmXU)!)@e0+wUzp9EY90Vtk=6Akf`fC0bXW4d&qsS>^twI36~ySdUB=_YDwYyb$WR! zTPKQ6d2KP@uGdaP*XC7naF@`=p1Y@CWeXdd?M+(a)_(itJ-7Ey8;i=7raCT*d;GxW z(E}Ud&^ul`79Ofb;g+{m*WC&1i>Z#H6Ly zX2togRa{$}F`asKx|9w34YvyhTx7nKN=6YYg?WwwO<7%}F z-gc8?Cr{n**|bEGJ;#n&chSD=A3KfA+4AE~?+dqgET2>s`EU8Oxu>VQ7oI-ReELjt zq4}vcu59UZ&D_tSIa^3YtCWa{NbFnJ*Z1IeQCV9=LK!Kwb}5EbUF9tZuZ+<#I$$XORcKOOP_2FJtnog zciD`)M>J16D6d|4@6e-r7JnG0R~qk1OF5XDcJSz?2Zzkr#rIjxXodF3-*j)i{O7}_ zqK&8D9ts3)Nh=VEVR-vXYV&*5(7PX7SjFbK=|6V3;_bEh$1>|XJO3K}nlH}uH(fon zc&BNN|HMJc{U6DvO!T%7fC`ZCGP0>%Yd(EWsG4q5YqT8kFbjxxUc`LH%VXP*{i z17Q0>)y)&r4DC~`F6qQ1ZxilU?!Eh>)BeGA<+B~lr+bnvf^bIPV*No<{il1xZPCv+6&er~*>T*(WRnP%NhKgBY zQ5&}{*O9Eb8XYaZjAeY1I2$8`oV{vUQXd z_uYWRn8SzS1-2#gLfY>7pG}s{oWHKDrv5uar>XB#j~zuSF@^OXeEph#&7Q;dWV>3TH(FCI_}0m=hxawF zzA0BT{jx*%?Kx~;%Po0d)z7?qWg^G*nH-OGb}u}%t4%oZ8f<)K=ES$RPg&*j$0g1> z)miY=Wk-=xOyhxjYNi(+n5|^|n;X>3|K;_PWqlqy&Ur|<|KJt9X4Z16?&CG<{94e+ z!t!l9gvuwiyb((m)N(&GRr%qmi3MA47rtkk{o`SRu)R!9f%8Xw_Su4**Cjc_yIZtD zY7mxJYo0XsXi7QVeXz~=;i;JgPknYA`WJg&C3x!om3gZV{_6Bs7H_tkzx%Z7WzqEV zgvPkGP3tr#%-H1edETSkFZ-_OT;p;)w%6ufN6$3L#)7$x24Y+91tjVoZbWnk?q2`T zJL!V(wYT-4u907hw)!DahBxQe9@RV9rI9ULx0{_?>O_uOA7_*?@jg&!Ec1F zrcTNi*O~L*jCazt=^VefLjMSVF4eOUddQ_Jt|Pc^4#(yX;w|Dk4b%_m)I2(0_N?`u zx!0`tHwRbAaEAARd?`9Z*Vk&EoByP~{o5MFZ1SsSvrVrQzLj?5Q0cKlJ2u>QNZeTP zG-5_;`MsZ@0R_FsKax026BE})r{^99$?Pc7iLpO+=&Q3%&#&8Sp55P2AiJ?(?nZ-Y zymtZ;V-I_CY=*_a^c@z7mYz;s5nJ9dPHN4z5MMWk8`NTrYn?c&_|y0E=k_SpN$t&E zyJXFgVbwii zo5N-9*DAgI5bw5+uT-~uTyC=E3}<)D4n@~>Cs`-9#|6b-`NmQ^X=<34R@tuT8~Z#n z(q?a%=JIv#t}9!5ZarPyV%GG~tU1wTwY1inObZF{Fv#Ts1Do=7*O{WP`&>!;WK-g%moMEdNkWV$XmkrcfI?piQL;~azECd$SZoyWKWKZa!UDgaJwjc zv*ADK`RmO7thIO8^nvI2q2A<&Z6aZ69w!;UJUbOMSu^yziEheFz190>rS?wV<-Y3g zCVNM=+4m+r(fGuA@iN;r)8gi5D!G$%JTfQr)KB;HmEKq|d!xZM)f=El+=xh}@pt=g zGjKmPJj(7Nw(ViWjzXO~4BX*+pD)p_yWDJUCd#&V$>yCuR)l}(kXw1;^oy&#Rs~De znR6+vtJVKC{p6-Ly|{OZ%U@4SYdMtLc4$X;EpuyZiMdnl{)*Rg+rb6)oYfa8J?bX&#iu@>B3AmojYkdJ+J%0q0t2% zwwlqF{BY-IF>%&Jb$^Bz=v89-0Lwo)HGO zWwq{Dh(el}r+Me~eXc2t&@byqF8^+woEjn&eeJ#@NhkBJC ze$y1nlUGXo!?@k^?0&_Ec1jQJlpm%|EO_n#=>u;t<>j7#V`q*3noKp%3$HqknankQ zcy4CFbDtf|!g+>mTH5s+&usc(^5W~FnDDu$t3K}jQ`wUqFh9CjbC;TPuvW#DU%B(u zS=Z+1tXALqeq}75Nv+DETD3!Wg&v;kG~ljxyy52$?qMbVJgcW;EZ&!4(QFIqtFj-O z%lt5}q2ScV=SE(hh0^Q3&0E%3!y9wLQ|yRechik2Y+nv~Kf7Ff^>6f2y;I8@-w;W3gxr`(Kk^vw5DTN=;eeJjtgzbb8E>=QX$GKfIpq4{`a9%py>y zM*YwlNJly8c@*FETWLy%4kmg|1?MWTxs5l@U7mdRGv}}0FFC(#zbtHXK7aZ0i5%Z& zawI2h1N8{vnv*oExC8)8jyca+Rl*9E?ii>~;Yr7|;n z*Au@a>D@I=Y&Tg?vTZ$7bW%5NHq?svKWtpw->uva>FoJ@4m{;D^OyL_4<#F8yt=gy zS*0I>q>T37Lz|9V-nI7L>B&cKtjTV;@k;DVK=kyT=2rdc>ha4QON`E*_#l{l(Rm8@ z`Glv5wfS1b@$a_wTFTE#1E-81sdqtbz|I17A86rt{c38<=gXnRbKikSEEVop3e2-V zpl=gw|CJ~2*WS-Qf6dSLxa>IZB2j+|)Nl7|u?AI_pux^CaaV?C%ezJI8{2@&Rd7J? z{V;u^clxakchcVc630v)$7{akS50$;ZT0@eZEKxgqb9m`e|T-zj@s|JQZE`=bc-Wn zgvH~p>%3PMd}kbT)VxYsL+r9J$f(3?zd+GfUik4;(IgMG&fPoZ6(Vo6fy4U$6pruw zod*9H=4I`F%fG{GYx;E;bA`me`jfMHgxFYjwY7nUm^Kvh^3K0e*(=6*Ua0nGc3)%@ zOYG&LJ2xt_>IO|*SN87Y9gC{8q-BCDUx7lyDHl{YZ?^+=B~(wFX1|M6(iW@f z{m*dnknt4G^AB6o|FqBhC||`U_6U9W>r4!g)S%^5qMl66s&g z^N($t^QUZSs(8aVsWn|gXx?G&^9(}Mwia}IWvlKref@v=MQhzZYJ3GJE!T!^F*tk2 zLA&NvrRQD$m_@by334mSD<{qPvTFL1+o4J_u`<5G>6axGc(}5qqI_nwm2>F(I5!%U z%$x0-ndaHkHqkC1$=A8@gG}5Ewrx+uYHtfBy@(3CHT$aYE7juuUBA_;_MVb1&)?T` zuXFbvp2Vul-AkM<&YW^=3&*61B9co|Z%l5ze)Z&?7nfelsub51x(sTzmrOR`eJ>EV zqfIIC#h&WlQi;=!JlIfmnOXIksR$?_vh7?B-B380bNv-tHL-{&8}4|989ocK^*OiBerH&p#Y8F>c&@#^!$&TZiu1Iq_ls#?QB3jZZz7G1Dq)*|}+kE)pWw zjHYm$f7qI;A-L?J@S#uIQ4wishj_C&!3C)5q2h`}$u&%Zv-%|TPBcuIaMiYV-xGzK zJ_4Ix98_6z{)17~$;>YPo0)ed)tzT49$MxoaQuscz4N36uP&P|%Uqn9mewVb3>tfI z1(_t()sp$6WdqN;Zqe^wN_1~W>!hDNWC9Mi%nfrkq=d$PN|5imH#4a$F|m0?CuFZUJ1M|;o=jE4kzL1%<=$BGf1Cf|?((a_VW62-!@arx z!zG2Q(w-cwdv@^Nr-bvB;JS#<1Y8$AjCz|VRk7>Ur9(zC?A3js^IYZ1K0K2t6*#f= zSwz^hgStmwKL4lZX|w6Pob3lA-Yq_*?~D%Zh-yB*YfAp&^P6-ud=-1I-Iq2HhuRQv zE}Qvi(wv7j@OJpT&9<86-c8HqUo)A*UVX0F_W8lj>OU5nYkz%L|7~jd{s#va$m4FSZ=%dwB_r+XLrWs3iQ>1{Si^01B$Na z2j>agg|^1J?n*HFU-#L&2|PyuKBxC_`@GKim2CN4yTAJUaX;Tu{o+qDn4Vf>CKE;f^5Gf z*&cIt@``ld>^z(x2HG^tKmXao+e~c!lN9P#9er~oal>=45fiU=v3AM5y6&TNyUXo{ z!i&9Hx>=VVHecM|voGuK+*c_xIxw^mJ@>Gw^jq@@R z_jl&6*wFV-=0-6eWJvZ}a^p3_%a>1@~3W@nw<^GtQCscLxqH})@&zW$l3vN^6u@^s@z_6qfLtJc1r-E6V%ug&XG; zB+SclR%}?d(7HLZ0@7I>D6p#ol}NYR2)`9tTdpDw!-{Sun%WAS~#H zL!$A61C|Ed@ArIeZufspZyZ_^3%VNvt;Hn=yMbD9?I{B>X z%Qp){7wgP7O^l&w^*$CbN5pt$V0qQ6OYf-(>H(@BF5u zPb}&vX@w z9ub^Dqv{wIp zEva%jJkzo&jpbls+DeWG<{=U1FK9o_fJU`@u<{3K`FpO_oQfq$wudbX9>`ccIe%>C zpO+TRts3u+&HU5<_>4!>VV|ar8_uzH9lg{!8I~7s?2Mb2;%i(Ocd}WWnb-Ybcoh*YcU@` z*!cLtfx?0VvAbjcEvZson|&_k^Boev%R#NTUYRC(j2+amhgwFiFHuKRQ-5ol7R<3=`%Eu2* zeEfjpOQ=xauVU-IYko(*JNYjzSDIp9+i9Qr)>dvx-A%To-c>?Q#j$p89z7GyQIO+y zJ+Jj+R?+@rCWTK97Ct+8@zVp(#G7$XY%Gf8AjL*rsiEyzfA#x?v#+?EYgT@KaN=iB zxpwjKzfBjey)Qq{Yu;qrd#_b2Rdk8@++DNII&PVsx!^~{rksu5{?Fz$ZJ!#hn|{Ce zf|lFWSbh_TN0PRIrc5pP(jG#p1fBf>yUS+D+s(Lpga6HusJ6!sP81gW>3C=7%j{Pk z?{;4J?e|BG>x6Pm&UQ3E_6aF0+z86fprg(q>#RO++3~t$TFVZNT2pVabq_5piezl+ zo8r&-HDtd}SHJVJ+S=Oj<%9d@{FM3ojQRVfvAdsZj{L!WsC!}CXV3)19U-}QzmF|H zeKM}i0JOje5hFWxUW@O@FEkH^9%S5o)RP1^mWsu1kxihnhr zMJ~$^!t+nv&VpI%CZ6UyA8zBYsepI+!HJh2biDa`&UF5T$I~zVKV*92!FEv2nUiTS zX#uD?JBQ7EpE+ch{LZ0AE>HiIXeQ13!*KGD3E0od2cqU(vCCzicV(YX^XVnu)@OfM zw5xlIjIZ&f2NstTYIbi0MeOAVC%&^mMjW30PBp)D#{asi{)S}_4J?WzWGs354#dsf zCwyh~y)XBc9qqHd;x5@2#J@7@>K+j1b!|bFbec}op(A)?gu*;CqPPD)9=Fdk1wkh|9K9cVB_+WVO2k`lN^3~#r~~5>C-l5t6%wl z%?L7QuA3sQ@uvHfi^oTCepsEillAIsl}UbjeAcSxnuOC2c5Z&a^1`&@q>M^^N0MBA znS`A$^F{Btps!8c5>offKN$U56`i-~o&9@F)-?=&xA8wIt@!row6^Y~N9!R@^jHBJ zr1~Hv*m>X%Bpb#YX1aLBe|cuhSIDgV5zm5O6Ij$)c6)|Ju2ot7y|ldgephaRd(%Qk zpD6Vk*O!SmAAh|lJX7UhrrN=ilODKays6*7oGle+IHMH2^6q))$}OHk)1H160tLi_ zBcKvK#q5KT<2JFX)1SU?jWl@m^>%#JxrMK9yX-D-+AFbOM_dWJtHIG*_ubxqv8m>< zO^eK!`nvjdvQ%QhtVDx6T4E0eo)i+vQFEq zKMOOBjC)f}7Pw!I(c6CcMDyh{%^%Bmfs)sIUcVODv}abIcKzeao`<%3WP)e<)%%)- zbH48Nvi@Jiw#wzgmY=C#O>*mQKi}y!`=SweQNpqEFVY%s)MmM4ycg$xFAx{ecK88H zbn{1^zvgzeae8yXizYzJ77irX9?-!L~q_K1BZLZZ8MTwj_SIQ|Yz(=;bY@7BfOX zGql+jynb`o&d-0~KUMI6>Dt*dkFcJYGS6-O%Qb(#R!xMw{^`lm6mxSGyTAp9P0;{qo8#ZkY-VYm@4;qAOGpbdXe&=b%7w64}TaF zmPD$U{C(WGY;$9pW2TjKh90-;6G67;l5CILwt+I!%)<%L@w|=2;bK=^Kk+n6?|V_% zaAcNRvBVrpo_Y2M=L|~=bg^H-!tWficR~Z4!dBRnZd!Ly(jb^W=YIGR86G=E$Q?g!L0%D`th?*--B8o$lb%PbTzFP55P37V}= zzw=^sv}x*Fm7f(?@0wgQDQ*r4krZW1^DSJPDe%6^b58A4%>eGko90s&@JDrNzwiyN zdi<)?ZL+(}oOGEUYhN?)>Vr8y&q4ERf48mR=gTLjpY-#CO&41**US~3aD;HYF8ZVlM>=1NG5aCQI;$&3_}gdwco-o3KX-*>Wx>2kgF~Rw)P&_GXs(H0 ze$Qv&L!W9R&-yP`3Ef=%qj7J<`KsIb?_`yb;H?iBC$*|tygfVT zTiT5r?PT|C&C{1Ob~b=UPF|~>yqCf@>Egk#teVK$qMfH?Rxe$mdUfmisSf&?Th{FU zlIYcwTq^YC3`g~6p6ZSFj<9vLrdzy8g{{1O9d)&e?HjxPs`eDWYUAa5XI{P+Q)k&T zCg#mc)RU@qZr#e#zH{b-8_<&I_9;Q()1_>8KwT-8^qn&|--)Sz z+40NT{lV4T@V*uEEt6QbRvlSqb|5b^srUgV#QqR^Q&L2nXK|;kA~@d%N1v3 zuB7p0J@^06-O0M+_1hy&rt_Fp{xi|1Z0*EL>#cG_jJbD5CL9DRPnht9dnLr)&@ z6xtiV$4zGrNRIpY7S^3B@--_Z(~Hcfo}2GBFV$80DgUgP-YS9H5o}*Jt@oF75JP6ukTsMr!VpQ*z)XU#||^AaGx&liMCj# z%MiHUDCRW&+CL)*A_?dI9u!?EoQ$F>NTXp5%Qhx#1)G6w~9xaSM#l|Jow`Eu1x zjkk=GT9qvtb>|!qV^~$rsrMpZIOfWI)g24|=Qc&VF+`^^MC&x@${g4PnsJ==kYU@l?uW>ifz+LC5AWW6nc{Z4cOP&t?(-vK?Z^oB!K6-+5%5_R07tbD526 zw?@)K{Wtfk+JvJ(>j%TdmS0lyocHE_#PW(Zs=;&RLB0G510R*^FOMM`PL!E+=mU@9(=pC`_Hxq8%ieM zPf~rb`;VA@>+jS$YoR+v!Z9`tn;Vl1&wRMW)0*?_ZsluG7dB>J*R;JpLMM4Ae6kBj zvOO%A_mHFfAB%$^ends$Y~zj|xa-k$AedbUR#i{?lNtt7BLEU6D! zN#MU)+;Or?{;YT(-#H(}&Q)-y?_rh5$+TDJnfxa=`{4HP{)?|0D!YsC31eAbyU~lO zO=q!>*CsZv$Vmw@$M1csT=eH!6i?v1Rc)u0GgDpmq`K|#*lZROak}8hY3OQ+2r;GZ zz_hB0_}5L>3J*nFJk*`@LF`7fbjnlhn{B6!?4PDuF>{3N`?YY&oug*I^s^;zMBUyK zR}>p`QT9*8fe*P~szR6Yq#Bu@WHDV<^Kq1@NPO9@Y4Gj;X^|a$0z1wLNW?$LU9n->Ljmw2W1Yi_ z1*}K9#iQ$*RgN?S{{bgVt{6+!b#0fzD$fOd*&Qn`J}2bP_S-S5L$kxYlWrG$zkk|f z!kOz|@9e&wb4<6-yE)Fyc6mPU7onC}ub1Wk|Nvn%NhUKkAy=9u;HW*IIQ`UZ7;& z$*S9x)BkUg$P}8P^Ylqn$tABk>*?Cdt%@F46(^{)OKYvk{NWc13Tp%2=Ld?PZ;FXX zF%f3Zd&X?%un8nIwfI4ob#n8c)U0fKkMnZV*($Z{O4U!NOWJ!y#N;zot@WMQ9rkoe zil(AvWpwRVy;rJl_8qa=WA1dkM`Xu2ksVQ>phyFiAeSWl8Y6$S6qI*w{r0D1o7gdC z74E|YAnA1uv8l&aOj-D+o9V-kkfLBzv zWXH@=oH_qo9$!U6%0tP%M(yJVM7LkddUs*VqZujc-Pe5=T#x#&RCK1pmml2c_UNzH zH=6P6*XLt*EMrvm^~OyrGzxvi`X+S#o2ogImIZSy4T?Z}IgI8oLuP$n3m-Z-`~FLF zk4ZJTZ?#XIax8eNu%k#Irg8T-xhLx{&zju0On;p_d+nr&`+rXfdb_FSSnwwO#r?aC zuVxBe@rt;p2?}ZCVph*X4u*~fzhlXBS(TI|UOEf`hUAvk3>WNqE;th`zC&&8E~WdJWd zH$T@Xop4Lcdpb*m@s+%|6q~jCUc0JBeNeX2RZ7!so)hVvYj(2v>E=@kNz-p#P$>7^ zv{~-K^glb}`i+&@^NiV#dG$$a;g+o5!2tdPp$}<-1qTY@c-` zM(O1TdV?SQ6n>GK%@JPS@VoNT=jN>_I-eEq<{?i6np*>n>X_tw|TJSe{d6rHE#}+ z`GN!6ISoXTcK9|FZvGg{#53jRbFY<(Byd z{wWcc3wZ8Wu;p!t4mY>B`v3k0?c#%nOxUESM>z4ha_`oEC&;=td(x#WE#V|RQ+>Z9 z5BV=thi&3Hpt^0|dRyb92WH6$dlnaf`uxWa=DTc+q}y3rHVf1!OWMtThl+tS$HO!@aFBbZl8WK5e%}&wmW_qxK|KiR&o1TU5 zj1y;gugvn!nB|=qQ#oHFq_wKAb6D}iol5`i!@iSMPOZPZZ{eFcOyz!!*2@pbuE@LE z>$^2H@~T+O6Wd-JHGSjB*HZP2F6(TIZj5`_bMM@fBTN@VzEnroPMTx$Y*qWdC)0~_ zXHI1NK9lkB%bC0)-GOcIS)rTsGUe_muKCT@InOONqRsfhImv?OJUiOY>j>Lz@%eGV z=;3`GW1$Cj!U;0B%>!;o`&y}k!U1cesE5(pndOw zPv576sIf*GRrX(ZvR}LJibA*c-`QSWU2@fuwO3qrzPx&ElTGy9^h<)C=6e%8>pXU` z7}v5KsAW4)A^V!G>!`rt)s7ort6fuFH-0#Mq(k-S=4u5i_5*X7ADm+>V83@O^+-X| z8!1)hh&NlAYS-+tG;e+L>(^bC7tQx3UD~YkRMpZ@Kk5Fr%AzyBb~*6-zvOy-$yoXS zTjT#nm){CVv_1SY|M{Qk;MHJvZfAAOoVRY4wg}h{kME!R`2G*$KaB&g?Oudw+m<&; z-=4Ru@p_lBU;Ik8zy4*_a<8%{C%U=KT=X<6?6c66*%Mf2?u+j@`7~f1x9C?vhVPOL zkArg;M4a*7BjuuAQvt~_pPz`QKYX_QyrlnRTTr#EeqgTfgP+2GE(&K=c`u*7Kihoj z&-rfaj|)3p_x)IPSpCxe>2Kq|KfgMu^uEih9asP4eyM6*xx=;m%!&P*_RpK+#&Rc} zrRO#eXc(!01wPWbc2)FQetD^VLUo`j&#%E+{eUdThg`kp^0jxL8aXuN7faq@`_mnh z*0R60ZNCS%d4NulBwu}G#q+uHHZ@7lPu?m1#yctC?xQ`q&p&K0{&Cy#&)W^|=AElA zpFet8@7dAN%?qx-6*~BO>BL?2H6M>1__BVfa>?z_!T(z{n`yKsTrZkzd+ z+<)9o|IvMY8hC5M^-ZOG^^l1=UHw%BhmJ?zop#0Y@7p>5%KYlBH$={iot3xUJ8o}s zyie0T)!MZS%)c#}FI(GP$(iM@G5zw|JHNEDOLe8~0xm0u-8^|IUcYE}RIP`TqZ*>GKwT5w~lsTQ9mrHS+qY z?^5ycHobN(x@?cW>{HS0NPnib`g`D~r{9Wa#(!HTBlT);kDJk_(3uN&={#TmY37qd zFJ>B4AA1lV5OMy3?tv|^X%y{0*4|AiC(_QEc#F+j_@kUp-$vN(3(vK`dq4BMdT%5A z@2qj*7oRz{$v^Zp)}(9vpL@8wu470`idg3n46jA*;_0GD|bnenw&sSEp1wZ?u^nYdC zyR+VUz0+oDYR%ht6SO}<5WH?8qD?8`MNHbV*7Rq&hh+P6Y#laz;Bh@rT=7scdc$^) zJf)YrMGj1qJEsc#m{mK2UTz*lFWaShewX8`0v$K5WZrc8KUxwn1Wyw7%j?<&l zRGg)BjpM7@cKd;PLIF%R?c$4hR1cWcIPECieW7i+wp{s2&{#N+D##Lv8w_uXIzJuH zsVY-Q=>5L@;_n6DE3725=jcDH`ZfJxyTGg`TYfG-lfT8_yp8`WKe4BpTW&4hZ8Lvv zjHIryaY#DDhcyNTY*rhlEwpaP1nnj{bo0%GzsHt$XHNYe^zZln4@*-u{IvbjzCL1m+F?zw#7KBWE1F zv+ns)E30Ma`V7B_i(E7OVrLFs7s9i2|An1*B4>D3^Ov8!~U4ekJ<&*^5~f3)ooB!0>=b1Dx5TkBRH)&ro#!3DBl!?jP_r_G$Vj^)md@1XXe2m@$M z$pW^PXW~Y@EkWJWEH+Pb+&jv-|{eP~XH(&NJWdFiL5pAve6>@YBLk2Ore_j0X@y{Wnd5`1Ie_a3k$93j& zU+q;{=Um@wd{i#YY42rc&ULS9oqkPX%%5C0lTGo3S>oDV%AIQ;KFnWyUC>|6u5#9u ztzy5Hrn~)no&N8&?*FeX2mi5KZP|t{H`JHCJ3<9PlZ zU-ka8{*C>|{pt1}@!kJZ|Gjqq^*a4mcQrU+7yLR6+GjQG;g|Avd#Y+Kf9DnY`|T#n zjp9GAE&qL$`CoNlv#-C?7pXa6ceZ@Ft~__`zL#eW_Pyv8eU@tWD%G#Z{^lAn8Lktl z_qY9D^!wCoZlfnt3$Hkz?)h^4{1@?;=RvK(D8?pOVQ8b%b>;k|1*xoSQ!V~}o%65C zuio~-wYbSTeqStZKVn+2{AxC~gZzRr{d-?4mzapunZDs5%CLAk&#MGNL zgiXI4I`!8RcZN5K!fRO%%oDix{{v_XkwDyxHs%LAKTEyII~Td=yXTC1(MehdBtLPVhpC{eE zkt$kVdO_jmM26op86Io@1g{}ssNVH|dK+k|@|tee*E3$ed~$nN0T1}N>+_5s{xH@( zlvpEC_*ml3zv|~Re&zQ`GH#g9XzSgby-8{2}HDXz7YpMnG zNDEt`@O`OwUgU4pCiu=_+Kc`w9 zonjO`^})0cNAEGKaPKbwr-lvlzd!OSy%HO230%3~tFU0dtfRyK*@7xP3Fc=K z#JihwS8OPIm@pl5;KiFm2jAVP^yPjc^la~b!S9xK4x2u3v+r(fzWY-+reA^4{KYzV zfj956SQziV;b88A2h&9_; z+|K{gsE}8AC$I6&qtZI&0XM!oH%^WQ_s~Guxn!HuBb}d>p82+iPv$;&VpdQj&9L^| z_kWQ*?7wzb{|~4ye?R}_|MKtumKrR&ZLm1{j@^FH!rH~r*I<*4`R6q1n^kr+S^I#` zURZqlz{R(JIO`10E#W^t^UFhv$^UZaNM6jHaZy*#&^$ornB=}<(BKWYcBl;8B|dN6 zwWIf155R0sP|xdJm{GU7Vyj-?I#!jvzWL(+JX?<%mbHt#_{wA+zPe)B@4R!z_pgo1 z(e^Ap8>)X*vM+d1s#}3{T0u9f5~!9dD3JbfE>;Y*C}cy;);DF-f41ceTKWH)MP93HAGa-^e)aT&MYFeib5}{7-Pi6`dx3Y}zUsYu zHccq~;*odQC+}n16_EKgul2aW6LOPp@BI8I$MbBYP}Kq11n>|sD74D{vF!IqYq)by z%{XGuL%o>?PaW9rljc?>omSPoC7b!E(#(fnrnSQMq-1xyni*fbE%R~pUr=X%&OJ82 z{Ky|C59`a-#kW0tFY9h1oo>?o^I{v<=kK6_soR;Y;HLZJ z;q`A$9L)J6aAwgzzB9-859a)lIde?#%rVI`Zro|g?3*WUxU3JIh*q2<%ycUM^T&en z8_o6)>i@Ut-#xT3=a1^N-u;I+-MA|{t#^LnO^c+P7Rixoc=jzkB-NB02_AD}Ild`) zho0V^cKQ5w|0+MQ|9OA^!%{_yDZTPeH-9Kjas3-xC-|TD)G@(R$0ScZ@=9=SE#+z7 zG%?}oT=4#gJ@fM2T(^sIzkK}vd;X7026Ijv5CT551uFp_4_g%XC3$u|}a?i?=*;k_sPsN)( z=({@oV*7${{@=^YWsmmUym0%~T<^Uvd&Pb+9f`M2JF>Cx*v5;GZk#C80S&x8l;}&2 z{L!)@Oki7|q^Rs`L%SakUm40Ab6YTf>(lu{_Mh@Miq}McGT}|($$0zx!%82+d-s;K zRo#!765kw_{i4kAw^@~~xxlJG&6~a_=YM$R$@t?B_GSmimHs@X-e+KT&Oj{uKgbk| zo?e#a(4Ds#=g!nLFM7+=W&bB9Ug{{i+*7pJ zb!X>;EB_PNj~T$uH@K#GUqbEd?}E2_EZ=_o|0})E$mfxUxuVrxL!KA;yv={_OR|00 zZ+51m`0^R+kKVgL7Qf%@%W?wZ=tSE^*}TSDyL2!6f)hC?0?mK&^EO``Syzt)ahU544>N)+r z`&#M3{e5~&fAizSmrne;Z06TTW}qeCdUL+2ovVs`4L-8y)FY)ek(06xUYF;ep!4TY zVg92X<^Nc&>-RX6e?7#pdv{eL%dXwxZkbDVW-i-V@%umEXIs5l-LrS$&6}+W)F$H7{m< zT9|%ne`T7>u1vRGKZ4BybZib!%zNZ9eJgmOd~@`ipt-6`Q>*hVKgw?FbiR9JVV={A zRa>iO$(61)GS%HArm=Lv?0>5J1=s(b@^Mpi&ceofyVWE2@g!E&UwmZCU^hWqwR*3Y z_b>min{xc6R_4uGsdtU)q~zdoMEMH|hTEB6L4#w#5x!nK$R=Kj{CH zIBQ+Ou6tG2Y^K#z&tjYO&*kLlWKB(#&%ZvTe)%;`^U0N%|2u!?O#H)i^XlTtP^;^g zGMTfyGVVId3+70PUlmUHK!wW|!F8zXvv_Jd`|FCY-*T^TzAY zOFyq01>9^)HVx9$I6WulzT8>= z>xULu-B8&$?c|(yX@2F;`9E|gsy#k;Z+0Tvm+gmnUesHkc_R4!ndJLNyONk&=gu}d zz8jVW^il(ZCGF-Zih^qh#{6du=JiYo^TYHHH}H8*I$a_zwuSGjNqSv$ZNbT_7gm3^ zz4|&^;xk9ZXP%0Wle&3Do_S@yI1ttL{`py%51T%8&Ydngf2NAjfyd_W8--p=`c)XK z?~&|So5$JX`hHQ7<)d5~|HapZD*U|bTq84ewYE3M2;F*AJjHU^|Bw?~)rA*2Uc0F3 zowhD?_vfvtZYO4^pXhG>4QfXpN(3$Og6x&}s-3KBT=?KlckRa+mQT*gd`jc1G(HqP zlY5U`yujyKLKplOPgnK)7^t5=;h=Kz!qd|){$4P9bJQEd)_3CGxmUE6u6;b`Eobt{ z@5>pF#?L;Dg_mEqalMw@w;a^Mc-;(ITYHW5(rgvQ>O1rr@6-$gVnXA6D--zfn8*ra7$-(f}~-V|IRRzgO^`8PdT|#eCCNGTzRJE z4|#JOtIGYn^E8%kUe@?8)l=@vt#caoN(Ax>bDML7{DNukV&g&P&SfmTq!fAKuUMGk&RKU+zYIw)x9L zXZ{FU6DoG*?XRf4HsG-NqbaQ+Hd%N%{4^Q8#E;Jy?Bd>XTOC#`fE)?kxbxmQ-(`G< z&ffXrz3lgOqy4RyUd$9^dM?S7&fRF-eqd$+Vu9M{j8iT(%_>v&XsiaEi9ClX-LKI& zAYrfGiB5Jey-9Jp9dZE)lD3n@__`)toyDCS@AiJn9PiAiSNl(PY%A)$TQp~tczfwg zozqVbt?ZH5aYjPI{#YAV@+>FB!933%hIha96jEv5uzohz^8>BL4-Q!tFs_j1q5paE|46p4o8E{YulO6@@w4cBnxtmIOhZklji5Hzo-}4|(2BL~ zc8W48fg9HIsdc8D?Dn1An*899VZlR*9S8Q^de+>-@X1_v*M-gbvmNv;H}AW4jk_nv z(9|p5O@3E*mG`V3zkRb$=iS>@UpsrM>PpQ=PfL0mPj@t)?rHqEYcj8h*?dhI=FQij z)ycP`vzwU~NNhd_KI}kbM*&yNq4sHxSvBc1KP*f=v_CTK$br;j2PyovH5e<&)FzT$*`Ev*01vISsG0X0F_I zS7q0ejeW;1zuL{?e%1A7{VTa@N#0l9e>EF5aqhb9)k{dn8PG~s1SNY!rJa!fzOw>Zi>hd=WFC{KhO#u?0@s-`g8{)xw1&Eo2_Oq z_G&w}b>Fy>B>4T?{+_t=b46Tr&xUSJ{+PSlUvt~NQpazbC+sdc)6sCcr{N>tC0>#4 zkhb?Mh>`fUVLrl4?<7xOwF3cSW1>1E$+G;lh_&8dT42&RAB!5@W%nC&MW2uuDbvd8GC+9PkiU} ztN(crtCymKFVqw*0$x&cCoDJIy}_x!P14>o5G57svEB z|M^m@NB6BB$FF&^rSZ_S{ZsRq($+%adPC3JZ@QQNlpNhtRSVv}U$4DoNbj z()D>07nh#++L(0PGwocfe%6zu*dI{i;~^L=n_ z!VM2dn^{?P_Z2RlPJDCl->HxJ5L*(%-_Oat@kjj2gj}6vY6o_jr?Bn*uR3$3^53<_ ze~*eD1yy?cIN@f*T#BFl-)~X?^QR5qEDm<5;QxEP#xD;is?}PYSyC^Z=Jqc-{a>{1 z|Fv`ehc#vFuYm4QIGvxBIP>Mh=AECPHO`GVUGOj3^8eZc>8YBp_b$<>I2MWXJ*^-El^}KenIyA#N^^vtUE}1FhrWVVOk9 zzWV3qZodla_7n;}ntGL4^_sEF|FFLL=l&m#pS&NOU8Zd_dB5(yg_X0|Oe`xScV3r` zSy}xta>b0_pyTMaJDuNF<9%Ix8?y67MCqx^;YNH z=X-Xn&z@HD+35p#H2_PV43l}omhGAbVa)q{8xtpg%;ny*)Fw}(ypzktgqu-gm7Kis{;GUZ!YUQ_q&yyt2!{!cFsme(wp zuW2xE>ut2&O!$6_ENlDNbrqf;m{qPB%?*BVPV>Vb#&^L97w#`RuwcJ$qvQYAB0Kse zcAS^k5zTXl^Tc2NmbV6np$qjajvw8WSywSr?9I8E=QInRi|i=ovZ-(QJ(KgxcVl6b z9kXW!{5w5!Wxv3V^8yn5i}O}&n5H=ATlaR@Y^8g|>zOO36n?v>x7B+20kG`_>>jIA z&5!EqU7Nr)&$3FY_QJ3Aj_3KlJUbirVfw}8D^#Bs_u5aLu%YC_?H5PGwuV;DT9@y5 zoRw)-+L8mc%MMt~0Ux0WatI{(=;akYz5S=ebnP=W@B)Il!4LSP^VeT$-#^cB#pz4) zr@x)Q%szkdexLdaM#`-3j9HIOeZj`H`^r0(&!Fv(pmV28_~XUgx2SjW+{suC&R!tX zLHpt+S#F7&t+Qn|5Bsu&@0U$F0^9iJ7yDRR>4^U{`ZOWP*E4_3l%-|IcD~QuE&lnM z&g4m9dvia2T3ZH*jkvg-px6Yh!%^JxfoJ)F;^&`cZ>mU}d{_l1PzbCHUF z4E39m+&!iCE-_vCaN?}x7kAHJH18FIXQs*at@9Xp{sb2U22HuNR50n|_ebn0Yb7pz zaVRfY8mE3xnf;wH`!SOu&_W)4cIc67>Sc1)V#fd2JUO0)9AZ}CzFxq0$C7=X{XzMk z-n)dF*T?R=T3Gnp@Ws>L_qQB#58WnRaQ@)wZ~FCrm$>V>#^2Fe*m(AU-OooU8r>UD zcfI?>kScFjFyGK%S*o;#7&Gs2c+chBvVULA?P3kTTY@)mgVV-O<~vVT_%D9m@hK|2&im6di7+VIlC+k)#Kfdp7XovF(#if3*BD&opKb zV}Gx4<`UV>&-+0=FKw zJZSYz5XkzTolktP9nxgotFYX65s@&%Tcx>9m z=N&w|%U9du_oC>pbNAlo{_4jgwtL=}&(CTfpI&wP{N3A&a^mWwBkn!Ul{z7zc)0tu z-s_@uF;>U=MQ)s*om%*F|H4BS$AkkAGlz1IlvwAfD9+^n!O*$2=efj$@F;JabA(Kt4}NumGJbVyxTXcbRCmv zXYSm}(|%x{b3%W0{_>e8_hdW$eS3zbYR=3x=?q@yg)cw#y4}xn<2;YV^8KI=&r&i zzb3yXEPmIb75kpyd)aHASFw6Wrz$bK^BGNesCR99t-{*S`CH;_uQ0ow?-96hUf@PF z$D5aF2`>&*wdJub11(jW)$YH#G3^$QPH?kp)x6+@^O_r;i`-x?_tpKP5_VzMr<*$2 z^R_v5ZoKj)$Zz45CjGLwWsa|6c_&AIF|Rn(gX!*m1*ig&V~JZxXFP{Qc5$yYc-pbq(u6 zYg@+5e{a8-EK0CnoM3Ybys2w(g8z5s%iy-OcYI}9)vgG!hGWG-Z!9^#&0(o#*lM!2 zR?5~tJKnASWc0r%HgD$mB~LSE3bOo`WJ$hw8r-yGspf;8Y*1R5Dr^(W`=jeQcutVx zn+!`e%kE7AeLFKbtJY4*&}EJZKc=d$Ho@}j@eb{^)33fhcW;5Ya>&eo1zOe8d#7zH zk9ufxGNCZm*Xs8~=HD}!t4}xD-sSN*9Dif~Rvr*Tz3kl?>pl5XNzs+H; zez3*VWMl7S9jD8;kH&Fi2yAsLTT!(tBJsf?lMl=)XY(STNj?7(WEuTJRC>vpub=DR zUEn<%J8$pVI+lZVYzJqk=B?PU?jb0^AT5w}tHp1BzI;+*zeI)w*bjV7woP|$*RXwO zzW>xX!smzH{DY4U>_44;sH5p{Pt#u4gN=)!XLw&T)~QK)o*C$0HSL6u`27?+ha_KN z3obqxR`xp$uP3X>o_v`p+HUPT-%Wl?hVz7*YhG^CK4TWYtzJK~&et!0!Q_v}-d$$i z`_7*)cG)JS-jt?YcUFkINywy0^jMUFj-F;}N9+a{30pR^jAi>KiA<*UgN=tD97rr+ zh>#8{-!*+tM`6(MiH|d-PE6YK|IgpmHx!jiDkb;wBu4)Gvn&1b^rqBb_uceQ2E7aQ z?))uw?3Ehmz}EJeY>z9z2M~v~Em#Zf`+Tq6sBCfOz>UY8ec(;!CKd%!G7W5>r##M- zidiO8@5^l8pzfQ0`GHZU)Ab$;i!&Ay-dl1&;R)KF4hc^^+sIAk_IHg0`DEDH`V`~mq->C%;?P8U}5pW7IG+kI%vPZQGdX4Xr{mLYLf7BgH1A;UzDaEVudMlLf9{;#=~CJ4hm=o6KC=J0DtOYV zuL;#cGyjV)gCR~2M@4(g{ znd~YXC)GF=>$V8}4QQ8}o3`X&+~owDm~Bn1J3ld4ZSXss3BGyx$4&2fIXl0;sNI$- zvGwGUYzy9RbJ(gI*2}(g4|n=@I_ce--O|4=1jiiVeImdA`je>T2e&+a6yzn8{QTVa z96ifh(=P?R+wQ7UTVK|d`G=!)Y%KREAmLcHCaj0x=Vz9tbZKe84bd?cLjXQIsi zZ5Dg-+IONlYTd$MRoAMXe`=h|9$foh+Ff4y+J_yDCy%6C@PC`bUVUKersv|~E7q!h zx9*Nu&L}r0OHkg!=hqNw*yU=Z%J$7+V>IHOBfqRM zXVxbryPMrSddrsmzkK6&TuWe7hj91mx%0pAD+};RaXelTw#C3txFXL0cFCkoi>J&Q zpDLN0>B|o^7CdmUC{U1LxRG{~_oSGq+fVyCqst9@%h!JGzWKZK(w{rq)UOX9oBm`=aqTi zIx`;;XyEY8VSlY(AbY9dZ>oo|!27rslZ^jq9>Q)iGA4Y-u19M}MNEHq@}SQ>hj}}A zjvutBi2f2f`$x>8*ttxw<02TMX4ic;*}C5HrgchE`Q-(V#l(O6E;gK|dVBlS1o@cr z1s~4t-qCXNQ42Gd_XPVnJZ@s&%jyhMxs>_%q}U%HUz3rzw+(de1UQWql$A0_>onU^1Iy!?P+=fMqDzG_l;8N!yI zbYcDxvEI+@qA)wl>dQMX_t;oCn8u!NW`2Iq=O0t$Ba=Do#y=T$s_D%A-n)2pVUUJy zft-v5Ki?d7_6G;OOrwC0raBWJh>9@Rzv1RX`{_tAQlvB%gD&UAf&{WTpOJ|(* zyuWJr@wKenr!!{!Y5f~L{h`T>lk8>h&YIr3pE2q6 zlNVkOz=fg(FW&^&8Yzc8bJ(Ol2)sxH5t(oNofW>!0tcSp^mPe_AElynptn~gvb}%% zbjmH4WeL^!n;`kK@$&9Wqg^CbjF#>+TD4%K;}$TKKLwrh0}kmx|`i6&yf9h z6A?!XYhRhXbzYt+Z^irQ!S^|8eHIp3GCkGZqPjho4SsT`yf*Ox-3Ar&NhOni|Gg(S z>Ytcc6iLZg^7eVeS9?yp;UZvuV)9c?={Z4D{?B2PF5vrO!kaaPb5~2yuh}09>J-fT zY%H?mdctkifs$mLj639RIc97AyrAPAGd=E@Yd)2<6zG%TaOZ1LX1YD&@}pJ4>K>Vs zLi64PpZ@nf?@*AI-1=IH>gP^x%o9U6bAP?ed2P%vXZPKF!>E^g<}yFDV0yS>rq(mI zbs34ZZO_?_D<6M4_mnw>lQGw0vCgcA7UpjbSMflOIoWb;_l7U4!@AC}9lU4S@y#!7 zna*XOw@;2Ha?U<}BreQ;{%Rkylgm$Lt8bY8)N0!V@t<>aF5dfj%jD356^RCFZ`LFv zGS51ZXaKt~YvKL zDcuMO8O{lRyJaJmKisMm0ls9>W|^l}uhGY)Q#&sgfP-`n+w1%f?$cCe@=aF>ZeJ5P z`P2G@`HSQ0&VT#rwNy^LvHk6T^JLr7P2xPvRZ^c-|H}#J@BGU3)Z3Cj-AzKql;;?0 zfh+fGV^F=pT=~dYhVAt^?^&(JTwlFT7(<;m@$v(Xod;D<3tfn@Pkx_r|XGcN!G9J$9zeRmbXA3#|Uv`+bMD4$Jchr8%>vJdVwEzV~!4}Y=8fTv9 zPf-8J(|*v$&f(nYCpY%X&HZ!tZJsscxD6RL_lB(|4|YiZzTEKmsc}SS6RXeplNEkU zY9%uT+1z=XH_rOnC3Y>fA`5gIth(Oe#0~HE=>NTz9+FjHSonn3N6qeVV!;ywi)sAN zCAaLKmCiLcU9I}9N;4163C!yLY4gWuuE0u__;$DkGp!_Duzm#w|rqxLuT ze#-i@(8EmD>~H+Dq4`bbbiX&Lr*qe@aQWTmpR}e<^RLp$lQzvWkNmY-enB>;)6##M znnd5~{U?{zn*9CuBY3)`XTcQ}iS2UQ5k5%?eoZs?d^}gKCx4^zY=`x}gG-)s`aF{K z1Kpc5adN_6-in?o^Jfx^{XX!ROz6ycS-$LFT8zk=&tFY=y}FmC3ofr?IzRvZ?1^qd zb4;|3_B2AWR`+S?6W20l)Z94e-}gvs@`fLtJGUGOEO?}0Q7AIU;9~e8q5DNWev72` ztp1hvw%D)krSz9C(LYaE@ZR{|bj9_W+WcRs#T9}NF5ht1zZ{`q`E|jvYnLS~dSxs! z`R3@b`^{lC{>h!P+sqK$g2DIq4Y|Ygg=E3wY*Ou=zD)e!Z0PSaQR4@5?Rc z8~#4M)$+KqIM+*=%}QRynZA7K=5)&&w@)T5{plW>aMvg5b^scyiC~KWO8cB`+~QOEk`^H9;sLq3e91% zyQ1d5QvMkKR+cmRduFqJda(NRU%i}}wp?`w+c&;9zx?g=i|I1cJUeY={9gWK*mwW` zy(6dDmUP=0H$7P5XfRJb?&6_eJnRQM(^(;{DLrAnHSX8HPq~(A0SYGdbB$lcE%@c* zHMjTsFwO?)B88`N3))B(Ss$H25RMNGZJIl;$@G63(}{|*7M~KhpO3Gud%LV zp4@r9fNzckyWfFQ{p)I5_D9VY@=FfS7A|;Detp?QX7#g;g3@a<66dxRKR99usf@$z zS4zwgDE5CQd9G3T`GL;j2P}8K>O8CY$#YLOyuM$k;=Y#;oiQeT2xc8aU|U0mAK z+3BBLFJ-d$e2;=fra+IoQ23S&c851NMZWGmZTxwUPC;iNS)ft~JxV zSKF?OJlCJMd?JgwZ_~%*uq_+n4ts+0r!lYk!CjvvHWYm}pTTnd!_-^6zH6=*2+gtJ z^qU|W)5X6@=!Dv?opsjRzDhY9bi9)~aiw$2*=IerJ$v7<{0jA5IRD|h>G{#?8LK~T zs5_?m?at?-It#sC9g9q{o=92ksEFl?J3s@=6|d)>W-rSt{9``j$D;{ttA=ET+}$S?bBrct z6m7bH4susX`oYSB=}}H=H$8l}(@({Xi_HC{+B_rZ%4S-e$Tp}f8LhK6&75xkcbyp56ThCSwUC1 zgIc4n&v_p>%z8iJQhaEX%p6O;b29Adea*%X?r!FI^whMYIg;gz!8aSGDyiR>IXG(5 zmK=0EQS!W5*{?lAbq6KAD$IWtqtpH$CsHVwaXZ|&ar zs(YcQ10VJFEPX70EN;%~@XJw6KT>APlrVih`u*{(jUGL!(z~ASS?3{_Sa8iiV)U_<{?FVNbe!%m_^u#{R)}`XTeh2;U6*xCvxSUZH zcy3?yywG~q>X|vat-t+B|GRBt=XC|1xVra&=RO_p-ud+M2VE~G*!XO2YW+Iv zkTJ}T81fKjhb}WtLhpK=p6c{{N~iw0n;ts~RAMZI^kg{2J-+Yl zYPtANONj0FX%C4v_j_ATd$e?`9kMvQ9@H?r-l@^@GA{cA%blAZlu#XF*TY&BNY6pok_xV~*pJ?uOTNUx4mbLq&iSrZvH}`k(JU{4Tx1sna z=j}BdsgL&VjQqx?COrS4&5i=On1=mvY=cQ;sm}Pa(J}k5Q}6v#p2}QWNA=Kh!Gx@K9&LPnH|^djCrMeHJXL zo5hxIeHQHTiVHcc-6!95rgMn zu9@xhk$f9GZM|rX?&&4xjvl`8o!hT^%l&>OmdwmrHqNb+MYW#Ev2~ZvV>eY6)SJce z_~0i|P^V2PhU4;GaH+WStk#>C7pEFkehsk@(39a1=W98=o8{Y6jFbiR4ut3m=-F8B`0ys-TGivV;O13CTD3ZB%iiNPH>GFz)Ih=}^H_S#w1Coy z2BC)%W(V={*2EY6mi5)sUF(64n>V#8~pJlL2+r_nIvHd-W2_x9Q%( zH}>x~xhlvO&f6^5vo^u7P;#F1nJ2yF`-*=aIOja;j@1gEnv)*KAdR4A?e>GBi64ZD z{SWeZPwcpy=Gw3~r@7cZUROJ6qL}dfga1;sVyD%mZdp@1L-Lo&x7x?^H=ka3_^`-1 zW82p!npUSBta$vaOYB;v1@}4|YeE1W*42= zKe<;mzx?uo>7JkehIp=jp5>Kjb70?}&bxbS?sI+hs{2>}KYiv8-Uko%oqV<3w>9E* z#X7#bX-5u*K2Df(5j56fDgz&DIlU<7aDweFiH#c$^7^Rd9WE?*YO%xV*SkoTkDsJY zXM1vdG2pG>__F0&x}w0ZGbfr?KRd{=FAUV|0EOhoYv4=bXHPc2pPePYiZD`|;lspW~5# zqw}kzU$ge|gR4G&S^jKZl!m{SX{6AbSB1yd|55MW{^Y^*E8Wj#9{+6cZSRWAwLAar zD>b;@Yu~%~y?gj9ow{?|g-&G#Rmx@-Ts4uXEq3L8Z8C=qQ31}p!W*VmyJ)+*pw{t& zQy)J#Ran3pC0!MH?BBPYCw2uF{M<2{ZSS!pZPRISpDg@^S`ON&%sgJ@usP-CJm0?c z4SQd+ew+LwV*bJy3)_7`?ou(PyvJ6FfLbjNe}czwEO?h6+*SPh-!EyOU;QWdIj@+* z77q4|=nK828s*97lNYpa+~3hSugoFcP{8VJNAv1q2P5>;S-U-D&J-eQmdk%9dkN%i zYTV>^xU%4>&5k0unAgjVeg76LJ9z0}xUuiw?K9I@4uvu&y2xrr_{?cb=P<5(JokN! z-I)iEpDdVTG;s!7@=56#K6BcbAD(L5@Q+Qr@zvcM^VwJFFF(kiF!9^v8}r?6Jut~- zIpoWnIL9D-i-F%|j?I4`tu?;~9^*URe?}-V^-{k4hUj<4Itw88H7L|y|1C8wpmx>1 zC6SeG85dsrelPc2IK6T04DK%szjgc+78ZXJx^-;Mp4pS6est8Wsri`q(en3;_BC!_ zW>4fY_idfM^ic0|4s*X&>4&?d^Y?zf#?H5P#-b(n6E5l7Zc6lh9I~Sjbm_&l`wOlI zytyjry#JAsxy`H!^KT2yZa&;1wwgujMJj*tyP_|NC+&7DwV2HJcgwd@!Fo@_Q}(Gp zt>^2m4KFLv8<5P9l>bKHD$ki4yT(9#R^pao7 z-H6}SldhM1Q|?ywbj#l6+b5c5KRY-ha>Jt5Qpq@jrmgoN4NEpu$XP_ta)Q?bUz8Jkr2H~828iax&UN{n~pG=um# zU(}aes@gQIXJ!2SN;%H$f}G~PEwf$0fpMs2{|;!6a;M9*$ur#)AI_Ta^v;2lM`kjd z=6x-<+dXzjs^~oIlu*AZd_Jyt_CHmg%4Kplw z&kMjC8Ac~>y`60Ivfj`8JM7vLPzkSM7wdG&_Crk2T#@CB)!|*<>z-{0nfRgg)8QN6 zPtTpUZ{ftfB_~d&oag1OvWwWiO6RFk{p^xopH@PwnY|0tQTxDks8^i>+=trqCsh6Q zW6xTA0F#0I4%Fn=ii0&Ps{Bl|391VrgX#v08u5P!$F;$`a0~FaDoBlrfbnNNe)9fcU`W0-D+w*zyX?E%32YVksI96D|{A*V2 z%aZ%sp9LQj_9;)^zohO{;Id^iYSwL*iny?#gl)@-Z#rLICQo|RDX*~k(xp?EV#;UM zO~3Ke$5`m$vV~f4dv`8sEtU3bnYpLYrcm0irS$nm-@J!mYJb@#bKZeu4GY0MkBaGj zFJs=e-+#mFTz*+$+0s+n)RxS;Jn6&Po5`OTjVzD$F)m%I6SD1%i3!J6os}YmTk57C z%1o+^V^g{Fzx$I^bIU=dy=|xB6=t7oJ7qnce?s?W&j(@#&{h}ZGYsNZO_@aOE)lXYG#KCU4(yU=>qqSmhxT+Lf;K1$3|@_EYqWLB<7 zPyBk_v{@I`g!>ojM4T4xXWS+|tuAQY{LP}vH>RGtSobpDcGI7}=IOTOhyVUOZ1Q2N z_^U6Q=6!t~^~P2z%^|Mrc3_&}$E~kE-zhBiN3J|NlBvP_&)=?8%B%UI^p`93>WW_ae*#u}9^E7TTd8pO^u3dFnqrE- zy|BNvS>WkYGmi=WhjdD28|?DEkeA$H5D~F`q2!^cc{_Mj4~5t{=v}<_^@>=WS`KsO zmXk-aH3Y7GI+DGCp(Q8Bnak*!z}()Ji}%DUr-Xicp?9Kw6MNCcy3Un5g!UdeXt+Da zxMibb*Vg+ASJuDp^InslFZfBweSYVybRNEIVrhqYL9V}kG7#L1TE6C5y2;zVZBC2L zX8zz=dN69<51zRDWu}*p@TbrE@zY26f9^8R#n)BdnzpfLcXwXbc#yTXZ5c;!yF-U+3%^q^LP23D!aNVYA?UMo4V)8#neq@lFrQs5AEVvdN2e$A+YqI#ShP| zwz-eI5A5lbp5YVI_9#KuKZfl^_I#77m)eycLJwvI`)BAMv-~D=Mj*@nobAl42h3e8 zH~!9J=FIgz^!=xQ@_Xy06FmIu@)egpwGq%;d|BkJ2^)KM_emRP;g*%qlBd!{`b@sT z$IPJnakG8qfGwHh_WAl{jz>>T8k#dXKz%NjDyiR}1vus|>+@UO{UPb+cThoafhAGb zUre2=Wo1o643FNAV;7I6<;P!C6P~}&A>y>~{FOP23}g7;7A`VO|9_S}#?NG`uSxpW zZ=Wu?&Ck4*&ck~RR3uzV(8}NQ8PwmG^JSfwZ}9QcbwhpattUZg>Ds3wnF_VnxAy%w zn)paaYSZ`K8~OJIOJxSBTAf@NHNWxS>>~$vs@_kz$6Im!_T_K$_xc!k+ATKwd3LUz zUtY>Vzv&N-zJ1Xpb}W6yAJ$EC(`SIX>pT74#Wh}ZJ-jO~Au0A)q1YP>?y?D;+WTK$ zIbBd0nSW-fYI*Yi-J+9LuAHV+ty^e1*{fOi*SqUqcj|mG4>h}Z`Gz&;^xw66Ex+Av z@jIMg{wQI2rKTG1nuJ7kspE(`{QKFoOBs{v*iNWaWliq9ULg0zg1>A+Pc>`ifqz1m z8vdFtX=HovBxU|7VR@y2*!9?hhdw17uLO^=_#Lj?@Gj=x4&mj28^Zr-O}k`qu37f^ z!M@K4>>s{nl`{Q4eHGN8n!DkDdH8ZcHf!GIiM?wQ4{@x&W zIC8^dog0j|c{j%QMQ87Sv-Yf*dcy97$2VE(*cxw1`ns-tV}IpGA*SwNwU_eUsO7u0&tZC2*-pAYc^+nW{>xvnmVMLKP z7F=ZqVoSdy*s^(S;Hy_Vc&3GA@`vY{>?LCV7M$-D z8o%bt%-zvb8~DUn^> zP~isS)43@w8p524268(Vc7B!QYm#L@$oHv6zghCZuIUGPzSK*earpn9%~+YeY!>t5 z$ZMdU%!Mrpx1fEIo!__RY%u${GO_nIxGz$iaNKgkKQ@WH8M_76?9G`r$0l;->`zVI z2M*uR-+SOq&|@XP32%9qocCmw)t~!*tGmD(6OJ-57HhtynSWS6r7U}>FykcqiKBDc z{vEq`wdXx6xWx={lu>hSr_lK)VoztL*@TywfBQQjSaW5#-%Hk0Z@JYs@ZZxvs=M*a z(=#`B3!JHlIlW2ozwJ{=FN@WTv+tg0ocrv+xuOL3%}p!+u!4qa+0#BTZaTa1@3D(l zlg_UJM-$H*3%0U`%*i^QpLXlGe)D-2wtM%+>8Wa`rzn12oReQO=Yr%3&UcOlC;m=) ze?;2G&1_Mi+Nb9S_y6YgU30krY}bj*YE|Q(@;}|b%ve%m{w;Ol-{N@tU)n6ujACb} zZ~2n0VI2Iia^@88&AcixuUIcc^YzMj^Uec7^8~67F$}KyY+4Jd>^cH*0%@=arq~4hFx_#OT zZeKLpEXL_ zf4ao3WrJtn!Huz^xl1oH|*8^v;O8uwp1@h$I7>w zI19fvo&&ns<*WG*<=aw)x8-i^cra_e%b^p^zgedr{l9PdERiLSzn9*(ojIu@g6Cq< z+~v6+emg0vU(ZkIeEhTa%dCkU)xIqstJi?$|I*p250!wr8*BL|9L;{i>wn8-n}~4G zV@ttrb2zH~T5K62rU%(~?>=%tTjSQ_+czAZ9lKLwFLy!T>loJp{^a|oQ>R=jPHw7U zYOC~5p1&mce)!pdUtdc0y_9R*aNR+|@))=?E$~eS(oQXU{^nYG$kPX^ensnT*bmKP zPCVbZ;UAO5E*3O}G zm~(Sa`_B#mul+NOziNvd+kGQGj#*&mQ>ERxog2hEx8KS!*6MBDFP^pc%sk$f-r7lP1J>utJFP#I z7sK`@^|na#+R!}i7tm6gF}5T#$P!Z>>YY7OdvsqG9rjyux};N>^X9v_PgwVwK`qPlCYUpRGe3#_{ppEI#2_mQf=whH|MH5m(G zzB!!iDTl(1d2hv^HTidV=CS{`eT|G)iJgx<_m=ds_z0z+zEo>>zQ@KQL$2rP5y)so!2=t}z{=@2TPDlR%@KZ6 zXI%hY3h-M0!}4$9&8|$}RKJ)WY&&@H(}TD(!QTS*O?jZqG_gHbsrvJVFQ1~iedM;? z+OqNeaf9Ez4n}fCjEQ{8{Cu<6*%8YPOd-n+{JP#`a^EkWzveo^3Wwy5>5mVj=9}KR8ecnOOS%sPtOul^0$cN}IQyJd$d` z2U=sbVE3jtmYWB44a@h>+`;qUah#%qno8uHSv#8du40#NxxeK?Os&3BE}w^OZ|(Y% z*I&lzKfRe{XZuASvWVcbpmtQmeDM7uXP$t%TA!xRaygh)qMNV)G?fThufgXKzusxe z?%Yc$R|WhhS2{FJHPU?1$(zKzQG9B~+wTtdQYtU;`aRb9GJ7HiyKhV3v6zd8e(|aw zY7|a{te*)ESbW;k;?GymjF0&o4tBp5<_A$X=Z95#o%}xg=0~x{-5bTtxrLTi+`Oxk zYq)-u+%iZ1uiiq2Uz<6E1aDul-SB-~{4KfQ6^~{;wYhH$S#i)>7q-Q~?(h@+32Vg`%SPA>Qf$J}HMCiRHI{FoqjmzHHVwke#V=*CVcZmzx2qkyMyny5&Tq`s;ndIu-`*f{mWau@LR&x_&rVMzvR8C-YNSt>QUxK=P8~lJS;oqD<(#f^u7<}uWnS{LJ3U`*+HpZHciz^G=MHd*O+MM?oTvut8J!9F#H)6& z^<*!{#NdY~Ru()7iKuTj|Fg_!|3+1YMN7|3uM1vzf6n^_ZW=PCBFCm5)sFD_1J~a! z`R9q8Q|_bR6GLB{&*5_SYgJx;NN~l6OY3t_o&3I<@6VGggAMVkau%dK52?F+@$eEZ z1{05UUxVrtci&3Rdu?)K|BsE|g#=RLovqflPIc3oVZ=1l4IF`NARiO}&woyiZ6Y%E~Xkx3DYPPBx^zHYejr+c|a7pv2 zA35>2?ex45;oleQdgjmn#++5CxjP_ry_*03Eo%a$HWoC!;uhmpZ%X^0#C|Qa;w8tm zpXZ)3TfeW5d2O<)r9fjx@!rOhM=~wM{pN71KRKimwO9K0<&3XSO=kQ!{rK(jOvaDj zeufxNdbs4Ifz^L-J4w=S4iC7U^l3}bV!7DTio!R%K5Bl4PZm5%iKuUU{gm^~`swN! z1zT-q{<|ML58}@mph*`=zgE!b&qqnW*3#!?(SLc>6whg`Q0;3K2K$sn;M&xAvu^hr zU9CGmxm0S$2i>JNia+jIFC?JcTP5*(>GZO%fp-=h)8Srt)bzrE>vqjcXRKax=VJ{s zI4sSMa)Q?Cn9Si)2U%16lVN9kWKOMH?>dV$S{2}R1zK|~ME%S@ns-0%di+JidS>36 zZto1G#2b^m^+Q#y_0NdaOMIS?oqMlSzr-LTo1vjHs%mZIeQDjS=?!+qK@XR#G??cI zDrtF^ALtva;Y&NJM?(=N}KB8ca}r^Q+bB?=7az#*G^u zAD;1<;YH@#=}X0#bJtBj5|?7+y?p1>%p-?9lOLvREKs`hU4Q!i9iXu>slL|I=bAp} zBD5xNm~qP2++<_i;hhDKVk{h^-aUQA(yFExuD)Q;_0_@&Pe2`4ZuQ>QjmJ)d+G!Q@ z3LaG+0=Ii?_HJR{H}80|6?o_UG8a>SCq`ZF3{$KXkDuRGRau{j<;Cf_VpJ9-gjT_V2ch@uLSz zI<@xs#veR1Ez3uSU45Q1q!_c^e)3n(zpAusNT^HAvEcQa@%gu#2v2L>`b7z6oc47z zHOlRmWPLu7EuA-{FhDy>Vt(Q$@e|jeBMZk)CR+ZeGM;}@h7Gg^p#9)4?ilxj3H73^ z=_v=r0}XENmj~70nPUoGd>V0MhMI8F@7BN3>mOQxmM_YsZ{P6Z;_(jq zZt#TU;|FI73y!V1?^<``5$npTNTF#R#mDcOyi8xJ8t1LIMP!<%Z^VZ8TUK?IUwaij z|LU6i2PPEl-*M@y^8>r9Mlmj(b;d#u*K``hP1?Dr^{X^f?*59`z1#1BRw3Ve(qGfu z`GZ&N_pZj1NAfL%&dG45D{QdbUKi^3@@d@PCvJHg%6G=ERFYm1^y|Uf=)4X8@3NeH zb^W``(g&fg{>kt6u4&kN%HfsuyU(`ea-9X&TqI(PS-U+W4tK(5QKs*Io6;IIRe92z z__gN?ROVQMEjgU9{;-seT8-c}hgBa!BbZB-@9}24Da|nzJoYmmG+(r5ios+^4Kgj` z;J&I$&GBaxFG-gr)wVG|JOk=8)c-Qv`5@))gtL?XTs~yGq1=0ZLJf~$`=bxye+|B! z)ZO?u&Q;Uf_t5LB^N-bWu01ku$;0gVMd$KsPALnVn>8be?>8vPhA6H3DmhPmj-^1_ zr^dP7GYkr)TB{fDw0Pa7b}iFF@Z21Z^b^AC{&p?AUu`66OB=VoyxXEurIuDSieBvCD2 z!T(O1apK*bIgDzCy-NEO6WYG<`mVWMpfSf%yDL2549#gbUN`?Jby1_ny@BQ_|S5nJ?qcq?dE=dsI~av zp`9E4vDvKKD_tyg-LB_nX3X#TmqnUe{h5nPW(jhO_qKK)J=EH8cfW%FoVM$I2_P3d znV=S$`1Qfu!x=xpSv+J%fmTez%~L!Vs-Lzs%MD?a|iTkzA{B!gv?~~5+1zJ4K z@oM_Jrh4w5bKu>4uH}bXgC8DRS-{94ow7QpXnoL=Ma9B8JiK+Q&v);xcs|Q}@@D^p z`9+hLt~?SH{f%w6ZSUUbX(7MPelq&J^O3)H-xNVEao*OC=l3({Sm%EJwwLq6BSoqkBQ=9Te`L)A}>A3D$H{Qt~YSwK&UBRTE@D9u<1q=8oPSH5OW ziJYcB{j}!f3)#le%O8T)6~tHw=y4?cK09&KtttQ1c>LY&^zQxq$-`^XbFKf1X5HTo z?2E6`j(b);;jQ$#YyQdmPsp#Grh4Mgb?(l2_md;tlwwQ-kKL*RPi4ByI4ON%a%Y=x z;@zD#Jlt7RI^Tb6ES2(W;RY`h_+%-lH(&7KCrLrQ|8CHg6+1km4<>E0DpZQ8=rfpH ze(xt^(TTdI%qg8mswPXBwkkh7G_l~J#}0-~y?ijUsu0&eLtnjHB+o!nQzCX>kOD-(97$6bfyDlT~ zF1Squ$`8(ocPon~3v-@Q*%7((_o0Oa4+C}-Xv7E{();;6ao4slpT2(M6*2knSL?m2 z&9dp0Un)$W9=`GY)!UQbiyODT7gN8TClT;U-1OhEn?mmH<@?^sZ7jGLArC)q^ORJh>nkpvlrL(^vJlmq14?JyDbJRDi+0q1K2NVtJm^mE-%DAd>sRhP zk&-ODQ+`?F`~UKsAx+-3?>4*?On6_je$LeC3I~hz-jys{sVuy17N_{>7VY#y;1!vh zzDlae->5tzyl=UWQ;gczciQQPrW!vyHM8I^!>4<_mG7o{R)@|Gn^XSd*{{Sm`pIvX z=ROj@pVFmyTBu2V>gm@Wt*e(E+QA)p@z5^b<%i%Crt{T{dyOW}*ADv&DxGsJ#Ma4h zhacD$UdVeR{+Q`i73KJ2rWc;v-Lb4MVMo@sF8c;>NmG&tU%b&Vd57D~ijPvWljAHU z*2(aM^R<07-@#%1?$|$@Hx)m5ujwvpynNZjf_Kh^Y&WAAQ^{jI+d;z!1x9C{@IL9h zUSPDw`h94~+UqMy5+j%7bh$ju*imE>V=1-HAupEwaA4TV`~Op#A7)+ZuGKnP?jBK> zpRsM`{2MOQX5TQDQ|ZY*cx89pEH=aL*!8Y=t0uYF>VA)Ow~8^9b$btL1@Y=D90XZ& zzrbpZwSM6?56y--ho6)kI`y*PX~~Wvt2O%%%2zJ%oyN==UVr(g+Ckn+iT|q^1EafK z)|qwlpQ+t%yEA@+B4db|XxO}MzeS?F{u(q--f?5@riWIW9B?FHf{C8Qzs|d)|E&^f028mFRNDj!k|L=?hAwE`U_rlw5~pOC_=v0 zmHV~+o)VX*osdRR%$b$F`7*IxleHM820uKtvfydR4kpoWkv48lla=~U`s!_7 zcaZ7Xt$taiuPz>qG<|rg6Kak2F5dpk_uDx8Gv${Z%=G#FN!r8JuKV=GTsO6tg$nCa z4^1^r1aB^pKGy=;T#|OZ_2tE*O@YtBi&bV8JoVWz>&%_(?V0m;`To9;yW!u5>b%Qt zI(JOOj)nA#>bz09Y9R(LH$m-=mA*wPQ#>R7JlUK2IATYk&K(P}JcdNoO_NlYT$A|q z#zN8bg2Il7?02`Fp1)Fw+>yAcU|M>7(XZHxA6l+nzOh?@af8LC)tiLa>UWiADGTS# z;(VNX1UxLlsv>n>1YAQt+2s>g`ud`1@zg`SK5BZ0Cl);Rh^TM0H@faQ=hFJ?g_SES zZoSES^ZTg3Z_<^eI`^I$6iPnWZ8#-n4}T=nLKDk5-G7g#p4`_G_WNzn;e{0?Gbgf} zpKUJu76%%=^B2i$c>!6wrehzy`|h>H-fE{mfyW0db`;9o5qLk3b)Now!|lgT>S=td z-rw~{#c9@_EiGy`6?Ia-@7xWlI$!y+^_>5C`>lc;=DaNvW!8XV=z4zwsMoybGxL)T zGj3b#Kj@-Xwa4pQ+un%%4;^+CD%@$f7PsDS*TJW+SPuLwDs2jR2x`Eyne#S(3=Z2c z!^H%&&j7jr<@6GbX+{&{-#(F=e=M=!vB8c)i93ttTB-b*%DH^$HK}*u@3*!3OxP*D zTWjxxo`-k&FFQP2I?X%I>h9Fmv(IXqYW@2<{+Zh^ir-nY>usL0K%Nvw@}f&zV#3=W zo;(B_WVg9`awALXqg=Vu;6wll;vI~euLd4ZX=O^Q7AxIT!!}`ajl+7Q3+wNQp4}w% zX8+Dh@txjFu9{~)pS@g=%bd5ha382B;Aub9>kRD>Wfqw(l#Bf|Is2IuNc7>cg$2wS zcl4!oKjj?ZjX9M4;{CC@m*KO19o>3iTHVuirIM4i-ULtnp?>mR%(oZZ%i?W(g(Ig$ z)q5&xm+KVnu$J7L_T-RnapIl0H3^0@GcCm7i7+ut#CztCy8b1l(tK^w?1y`sAF_#j zvs%HZQzLrCLF-d$0Q1Td@7YY1Me?M$%(+{o88_E&WPWXI<3FPmy!dRf<@?XPYWtq6 zN6vp30$DVZ*HMw#QDn|r(ecUP+j7NIr!#ey*>!HZkn5&#$3!GgjLVz}+>y?;fTq$t zXZE=DuFJ1ld%Zy8j)h2`4A*OYh3H3ez20a3Rcn4ynZGRY-g+Nz&6B6JE<4PSsWxo)hsok=enVXiV9CoIzB1!g;`#SG_SAt;g+qfE5C5cMr>c` zGXr!`ICHz2_h!YKTPmmKA64r8CJIc;^r@>VI39nV$CHBud9_^Kv zU{omC)w7;GFe|pyW83mD-UKs6SV^%u|-ru0cc^S53{P2>77PFTJt{5cd8hw;J)w0#* zqojsHq3jivl1<$U*tncx*i4r#I=b7@SMIJ__IAUFh-jar#3(1GU)%GXHyTXke`8a% z`)%7r^Y-sAKtsCF;GQw(c5|Ol^8V|Y2M^xqt)0Ld^6t5MFz>}HS861F%b6ZkIvsp= z-TuGv8|FQ_Y%+0fq^IQ{0bXvO&FA5H%9`mQ-2pta^{=lL!EwaaQ>7{7I%pZWihao&RAo4psF$_PJ50_J(KkUXPWAy6b|nHXID~ z;=Q$hW>D~*6D@Po4xKYfbpPD4)uvD?%DQPAq~m>4TX$=xjc)av=-ED?Ug7bX8xFfX zROq+=8qU1WB>&>P!$;ybatU3#Cdc(yaYy@B{iW0HM=d(1%c>n>*IT>ZG*I;m=iXC= zYYHvbe$`xf>4jNA^z76_eV{tJu#&m*k=YzhYu_5#eH=gCgd^+KH}ke1>T^y!z7Vwb z>H$mXD*w=vHQcq%PstK z*;b3iTk&4&t+<@&rt-$bxKxZ&o0~gJ#{E#AGNiE2n>^{efz{7!ziaA!EwW(obfebQ z>o11?+`sAFj*RoAv(?V-ymCL`c--z)w+X;L@Wka6xW^h6&lm?Bal{!{@=T%GmSP}BJ zP3>B~g;<#k_v`!%t7}5kz1=5Bs?YE`QJ#JOe&_E?!H=h#tW3;%6Fp5+C*}Tor&8nj zjA}Z6*|&c&4%;{P8k0tz%OStu&^eF8H*7c=0SX83&@yOfxXvl}QMU7@I%d#H4wW|+ zLS;{#r)$dZ^7(lo^_2b2GafB-)efB#N_01FUC8{}$Rv118Mqosp22Er6};oY!QbGu zNy3T8J2x;hREw4Gi(%v9x_sbg;@ivze@wnTZ#1?#+tD(2*{T_BI~KK;N;x5o1pVbI zd2RA*p5^CBAK27{mp}BlQK<5Ufz$iI#r2zB{5bmDVCQ|==p8~qyr$Rc!po0bGUory zDU|A+aErgm`limU-9j52Cq`(B7j9mv_Wb;PyPp%es(oAME z?&(LQd}mX;mTU9;(7fWr{tITmUp%?L^o#c4GmIKr%HNikE88g>A5saGICFIGw18Q! zOV|DSFE#z+EI3xI0`BgdE>Kxx zoqtoT?W)?R32$syBqYVQDJPzvxPhHXI<;=)+EZLty;c2U*w!^>Z(8KJW8&>csj0Jf z@TiDBS1}HLad5T;Q=aPlWBc-7{&wxu4ddkc?b`a>_$){3-nK&$TI&)F3#Fs%Kn3#Q zg$9%P-`JdEm@iiw`(|cdu2G>hU#o5VA-RRQefP@Qr_Y_UMpbzKMP9G97f+s=n0)dR z|LM#R%zBTOEze{uyqx)Op8UoQ?IBU!t+wYyzO~$``v|Kh9zSU+&wX??^ZWGM1$u8R z#lOwru1?qxxGg|e_4%qDjB;ysM*p5P{elY1q?2kcXE>@Peyf%pKlArT@>wCl+vS`W z9MbFyAGoH?UYft}oL}i_Axo>?wnG&`pbbnWHsLc)N>4A>lUF#+ll^d>+@94l(u%;N z;u>!(MZPg4=!a|Qyf4`5^w76BTzg9Ex%cY=l!d>|;(Yvb0k}`8_J;E+WJ`jjwAIht zeQ~bGLEYMH3!!f^oYg0uOg(Y!>ui3f^9@?Y+YjD;S#v7#P}EJq?`qd_CvfU})@&-- zr(AsQNUlQZPVv>#ZNsM>z1`oL^}<+Lt56Iut`Y7f`F*rykoY3}HKl$n6{g~7HbB(6C>%DP$Ju^b~D$A3}{Mq`q zzf7om{n$L8>zQ5e-jaLWlea9r|J-`c3FqmOD>qyZkqAF1s=Ma&2bVMO&n zl26rh-^{ZR`6k0v&DUD{`$F=qcDd%O%Ij>F{p~*9BFMqc+p?GSP$P39WTK~v2b6$j z`n<|Fc$snjm~kWX!vo->6c_})-P}57@|*T2_a*A@_U>J6w{2F_^aYMgF|Un|+39SY z680omC2Et4#2eK&A6L$Q`u6zzAS>SVLmkb{YO4-DdT^ky;6WsO0OIotH4BRuIuBVl z@5~2nF$JFv@=N*;r|s?SN9%4_ZRt>ab@#^qpnpNmFV!bk$!*yid)VZqWY4*+b(v{B zY31Kcc!T`@=7zp&?W^T}UVQdMOLN+xh!+*C+}z)p4sHW2Hvo4g6Q1w$(dd<{&8>Lz z4?H>QV^N?cW6=AZ>z!k>((TW2tr2?;v^KoHdAQEOe$q| z=1;CtKA0l5`@&_z-y>A&{f+-Y-7(`mcp z%z_I(66O-xQ4!l8`pkf@XjgxFdTXaY@8bE=Gkor}IX^tGuz-Q%^y9wWnFUhid*-mM zFzB5-ugpQE%xS;m%7P0wOd_;oEJXQO?$i~6wi@jD%D73tZBt#d=L^%OHTMg2WGuw^ zWVqQ69J*NfzWC%OM*hD`8ox>(*mm>kv#iKXlh2yODSq1U&G7r`m%l98^ygW2wkw8O z={lM}x@11&2Bn+EPor*tyBN%XeeWi>Y&Vt!w%^Uo{kr`qj; z?Y_+Xly7J3^l-sKgH5kMOZEyhAO{>gWwtKQESlmv^GC`$xxL^?LJ>Y0F7}2E`!oHQ z>h60cve~sJLH_s8n#_$$;wIMw)$qTm-Os)6evsyEy_?cECMhTUuMTnhRwVS^HS*dl z?d6s86Il*BHYfTVjsR8h{-CZLc(wV#HNWm#{8*aU_K4SdW8C3`1rHJ|61EkbKQ&ci zY50uzs)MsmrZnqV9{t~6kbL^yJ;u~G=NH|c{@7vLhsXxLIAM1S8B>{K;hEYIHzspV zJe;VOA9L?#y1WAW{G7Yhxs#j@SpII?E3v&(hR>a^UHL#n<)Xi0SKid<3i4~-Q~wq> zjX!*H&cZn#8{0SX|80n!cyi_Zh7~h*elYp=cj^w7o9lMX`#1CM%gECfmmaQoX^`gx zZa}?+*NJ=b8P{Cau+rHdwfl4596ooycID-Ve@X9oXp&L?)a0G>^1}ZwOq8YiqiA~oC2`lN)9uEO`nXRoFF&&}SIU2DS-3R5G-&Q&*~52l zJ%1GKuCO!R&3Bb=wa%)!@0SXzx5^*5cRJ-#@UNQg~6* zuTtaI_?UYR^D4O0cX~~0H~1*__v?pK{nGLe&U@Q^74s`no^W$g9k)@0e&d{b_iaz4 z{A_qvb6WSo+cf`V_1THnZ%vTu;WG@nwL(*OQ@f~+TA`-?^8=7=UJRD%I)Q(B<>zk@ z``pX_;koL3E0**vf)ldSH?Qmrz7nPUZ|(bI_m(rFT$)yXIea?DR=&~hHIm$+IN7KR&oXVH)W7YJS%lGMeYwnHMeBQ`1@dH$GuTW)Ajb($k}aoeUJWks&s zuXSZkZGyBW7%b1e+kQb_{!&VlBJ-chlgsZNnz=^q|9lnxjF+lsX6wlDonLUb_wS=B zl}qoZ#Xgxh%X^31w#Fldo_7qtPX2vvs^>nvEgiKsfB8OM>Yh69UPAPx6DgC^HbvxA zuyXI#QazUf-5;xvZr@q^^|FD6Cq*uU>mL6QAl>wiC*pklYScEZ69f4BE48FqU+w=5Anp~jmsnRQbq zbEH~*V~)5gctO**&2KDI0}UmA9&7*qd6K_u+vOW9Up^c4G_r*!@_eh8Jf`AvrB=Vk zQ@PhyDm-c9OHti5#|xxpTlA)a=ei8EpRd-D$}`We`C+gB^GdQsx9BQ`xUeF$Q`rn;+w>h&-&K*5b$l85!){#O)GVAQPpAfjI z*7HOg$T5FgFUQ#av3Fh86_%p=D*dkUyzYI{)tnPoACX)e&l#cft>OmT=}EQgCFd2} zm+RVDMoybxaQa@=Nu#S@w(KmKb#jv1s@W#rjyNv{Pa8?@@&T_aJh1TWs(YH`wPwG0%L}{kv0C=gl*#!dJ67wnJKSk>8vqp9t^GJ9y*A zvEv}W*tP}VXA${c6xrl*dvz-3YSS29Z-Y7I)0a;Cq2^oj@c^ifO{@sg%ZAKEPDrh{ zx*#P?sf1t6%$nz)nopk(mYn~MBYSe&)*s8VT)BU5v0Rh-iS5&q%;JdE zPhKWg{-~Nft1YL&UjOHp%;JdIc8nX!v+Jj}Ot{CgL7%;nS#I(6o(*Q15wmsH_{v-} z`UyG}L^%K9hOm=DD}4`ze*IV(lsBChR0vgZw{PW)coiwcbYrfnVnTVkCr3j0)RqbE z0<%p!jvD7{M@h6Nd=fulCId-C8+_vUwYuBPAKm-$0hG|~Q_dxR{jk1R;J`m4cE&gN zPdc8MQS&>F&q*#Yr!8uW*wM7UB;)hFsgU*vW6>;8{>$?6>eoFtfD4Z04|T%&|66e~ zzR{m7aN(a8C*zy@zD_5UyUt1-eZ)BhoPtGWTXumhPl-JDR?aQ*OxM|s5C89Z65Re! z!>qm|>Eb^vx0CXlA~w{kyPZ^SKRfHN(#n{Fhl*~TvDASTisvU=+fQ|!8FT13IJM4g zExy4sW6KYLy*Y{1>wX(`hc0lOvU1Um3!C4kvd%Uz-B8}`6Tk9(g7xOZQYQY%@=mYI zmrS3N>Kyy{MXX~ z_lQ-`-0r~q={2uR<{WOe-eN(l>g1vP^4h-TkjCPxq*pWeaudbAT5E7UvtE-wO%Fo7#~Zmgz`^ zo!R*j9E|-B70jOV+p5*SF#H+ZfAaq`LrCz4C9!sUY8=j1-f#`lXZmfS={=*g>Rn3W zBNek^q1l$5R}a@8PCnHx7i{-+#;1Ha<41SaRI1mV;t~_?e`qlsy8LwKeeX0|wubdz zCH#twm+zc;IY#aN&OZ-6eGWO+ZhPs*noOO4hr%|@u*vaD2A@1Koqs~|+&$dq9Fo-| zb59+aCw^Aucv@dFJY&d}OGaj2TqAl~b4^B~T)Cpfm+tNNDqe$@k)C|>XWz%iXXiFT z0`S`w?)J5;4_=D0IsVq>Vfr>*g5}Nqg9@oj*0=^=OVZ4KIAv?WsZ*f(`SUgQZSO>z z*6dy}C!)XAD!+yUR7A#Fr0GtWRP}8g+naOut|pYHzt1}G?p3U>q-NGd5z+V4<1QYm zVp(r<8hV0DO6Nr#*Q@gKAAAnLYWU+Ts{UNp&pz<)Q!4L`{hv3n&D!&O)3P3utr@er z*53f1HI%6}*&H+qmAPut=QU}Q{{67A{C}M7$LC4@bK4$YVY2vYR46AEqk1m+|Mbq! z7arU_^3&+il|_YF8!bX3Z-^W{RG9V9Vk-Dp59e7S{8tx8Z}7U>+YhNPpRZ)C$l^LW z{a;I!s)^3dO7m~t6Wlc~H@r8D=#6N8nkdz=`b%}9ichC^vBhe;w++8a*W7G>6BDY} zre}QV%A(AyjV4@@o1F)pJhEK5UpD5X|M7^n6}nymDA--7GfMuTP6!hTcDNYyNs4Wj|f1 z<&RRffpS7$F!%A5;ALAfe^^R2y4&1Mp?0KO_~|xSuNPPI$=Mq*W5NH|t(gvDun2udDrUIB1z{W!6I*Ncb%`KdRlGbq1|x_PI5 zY;j)@WfI`ZvUO2w?Jb!VVtgTxDS3IF4gS?zGAh=7>E#E7xm`|Q@YfIb8FCWpId43W z+u(hGEpkgf!#1l&H&zwu$T`IvJanmCtv>PpvB(H;lD+IL^yT<&&YE;k`y~BdkY(T6 z3A3w?T|e-yXMJLMdJXTJbw8qHJF~AI5f%O$wq*m~!A@;h#dBF_&joq=$JyYD;EJL} z!PUq6pJgZ1pS*tHpX@$1-+NE9OItRDI!CTqw-Gc}Ht*Ic&|LN90*%#A9;q|7{rl0i z{$zd)s2aJFX)$H3ywlBJic{9kcfR>6KVVy5z_u)n?%9Vyy{Hen56l3c6w&C+J-H?$ zRZxAp{D%DRpC|d(wi(~#I%A@@x1sjiS^bN1w(pCs)}P(u`b|>v`lYncZ3`Slzpwhs zwIX0s|BQ-HCg09|UF1{yTzU6_Xa3&}OH($58b_wsfn%_gEdsKnt6|PG&STf*?eBT~ zE0R2yqMg2Js`1S(%XNFRT+ZI}+|#u+@BOho|KI(-R^+MoeOKhQ#0eX!IzzlC+|BX3 z$NJi!qh@kN0eh|Cj(KZKUKuJ+S}S!jY0Z{JtzRYTI3*B4H`$}U=D^km$Jjwx&9==r z()ORZ*fRdpr^8bA@z47;X-hVR21nLJgG>0h{03M@`JVo@O@50%B{pDVTKabej8?iNWO&7aN_!fhAhd_(kcY_zT7tM%`T;rau zm$2vK$Nzht80TlotTuvo$=*(!X?E6UcIvWTUT;s{EhBD$YC{`ZEgos_?8Xt4sG@a)tQCjd{&7cPCq%*Y&6l{ z_T4Gax+n2-R?_Knd2c+u8Ev+~y83k6-MM>HnRl<=o|CIGlUJ{6lgj48NjEJ{ra%KW zCH~Qpq?tyX7nPlNF6=DjJZB`GKJ%A!OfcJq{Y!Wf{_~|~bcEku%#(X$rtf2)Ijh6A zY{)xYs0Q<~&6AU@b50#O-mt$LJo3SO_E_Vxe{9!N+YkKP^hV%T{8U+{-{q(IwoXhl z^EIBmbY`!>(fv0Xze>hgO@++9Zr&OGP}-;F+>cK`A?wvQ7cRJI$1>}!^Madp?6cn9 zZ%C7FOuOtL{F(HhDL*6#J}RsMU|y*0wyFUf0QS&3}LN z>#(S`-uyB_#TCzA9lp^X^t-V0#pdp<54TS7Pkvv0XU~tmu3xDKm-875U0l|waV||e z!bhe}edZ=;bwAzaB;&=!-Kj-$eIGk)DO9*+A#gRm;ko4f-k+}XJ{~r)IBQ&2$y0M6 zbCJofGajL{m#um+Lp#E!rY-oY+l)7m^AbKM#Oc*HcYZGoy0N=(%`JO zY_Hk{PiI{F?f;^hV+%ra6KmW~Khtx6Az#}Dnn2jlyuEyF=Hv%^TURGE*?pd0^T;^L z%#Qi~1EYD4zgJhVy}jR&zTxETk3DPp7vI)66Is|6e=zBh*_T&3u>HdK`gcce59~2Z zmp%`k@pW7MwDWe&w3}VuuIGI&Ow%^2yq){!g_+G)&_N((B42~R6I3E!A3bQ^yTpI? zk6U7&ANkMrxzn~OPS^iV+lg{L`yGF5rhcq!|5(ZXcMtDsR_@<>GJ~{op`C_w@ybKT z+07%PGs0fge|mX&*^+6eV0to-f6R3MyM?#ys@Ss$_9Y4P&5mve0i7`vvszcJDPI4) zocYoX|4%OOpB)sT1#3$kpL^{1+SiSbN_I3IeNq@)XQO!I&%+-}C?{6x@aglFJ^s6U{CB@tp4*@vabvk}qxw|y3F`i{nfzbaJinQ= zAY)nlhNAbpzHdG+I}m(&@^fEfi&evq@|{W}^IJV3i&fH^OQN?p zM{vE&Xi}fL-(lNk_Q{~xfc6CAe_LD+w;Yp}|99To?lb#w!6nglvu!W@%lgLf`}9rb zH}_}S-Z>#RH?9ANSb{6}YaJ8&Dchip&QD9<1}(O?yJemXwc4Vx#6c+flig|)|NLYzZgO9K zbMEE`7YjeU;E?_UJw%1ENK05?sl8oN-dRY)@)ytXzH{|2jQ=^$KdAimy4_>Y(HIpk zP4*mNSq&P!yx{e!tKZzxd0ukz;=BZ-%6l?RR(y^#;hoy=9ENk-W}I{KaldT8kootX zmx*OspdB{f3cr1p(>?VjvAFG}#o>}UiB>0`?zyv~;qOy7)>jkb@V(7G zv;{lZKqtMm8V9&*JcBF+t825I;(F8?)?kdZU?`n%I5Jkh@lo}s@{VnFhPSFaS!elc zp59+`Z1zdHV|G_vohGa5tTdZ05Ma~$_fgZAw^^S*tuL6>{nV}Pm5K9F$F&KDGh<$8 zR=l|Xi#vUVkDWu`<=(ZwD%!XA-vN*CtUO%M@k(G(oTbm-3yH7V`GWtSOmypeW#WFc zd5LyZMEgUTtAawiz$2BL{>)Uf773j#lD+_vyuOO}1;+lq5Pz%v-zB>*)4%Eed*puR zm1){hmNrq{p8XY0PWyL28(ZCz&A**GbSI(e@%?wtRp zxhCnFaLeycvAI&rEF3)bkNwXtg~f+X!kZ>L+|6E^&OWm1u6ERo<7aO!Q7f8J`fJw1;zf9L;w>-NQv?R~ek?X-vPt6rL3{W2}9YTm4qppMSJ zLo3xL^G~Rqt&*?FEi82x(w*O5u<9l6(kK6#reBEv>HY6Q{HOgtPji^7)2h$z_NuJzJ%>XFM+wIh7e*!@&t zo#n}#bN3aNd@?q8`g_aClxVWRGXJgs%X8^C3Y?P$H79- z^8Y=p!Jew$pD4f9ef8LPX+LD->Z_Qa>enCtTP8g@_#>t`DrM0o%?Anlmt4x)U!-*8 z+Vq#5yA$-DU2=Lc{rI;>Y87*SXTC|E;{QQ!+pX-Acp+j$al z6rcJUP*zvF{6gCP-osue$S}eyqd6OpTfY<7d_6vjZ)rOEB(vBFX5mh8j?MnkUCn+? zVSOIV?n@e#gW$s)%WXfMUGOt)Lyd94K5!a~7CC1QI{D(@p1TvZx~(ib&wz)eXyllhdpcRH!Nzcz47Ipf);q^_=5{J*Es*OaXT;0`*Zv6o+p>v&puRv7s`j_ zP9|MQ5i~!d9pUq=uaPMLBa#!@KTDVZOT-^D`+fAYmbIs=OHySu7)7xlIXN*|XcvKIz`wHXS-r_ww*FlRmgjiTw(?Srf!` zJ-Tf|4T~lmgSl>tPoKxD{_hn`UmzXE`DW~y@Tl^yX2}d}Hi`KOc3$(A6T!UTEN1EQ z=V{&J7h-2hAR%#i`B_IPq)>N^x}u;PH9^eMqr0WF_9JZ0LU*$8+Fy_F=BPba(Jh)J zX6cy>3-X#<%AVb`mbiLfQc}+Zui6I<2~S$~r ziM#i-#j58n3O&z&=6sM2S%dyR$J{|f4DzP!8St>~uWHHgbT;w17k}}PT^8R(sLKj| zO55KK|E<^33#upWvivU0fVDZ~zj|Dlq?RFZe@#ZBys3Idr?APjs^@F@_3E47JYI5+ z{r8Xg(`$aMu(U@6*%f7b?^*K`7wl?k-5aJ{SU1hWJ{feBWX!)~=g&o)`~r7ZI%35VI=C{(iBHqs>HE$w>4A=5#aD6b z4IoL-#?GPBxB*M@D`&_65K7*rt3nJ!QB z0Xb}jN-a2um-o+7M%dzRtF(E^M9DCv2#~|()lTF1atnN@W~EX6YH5G9r&Is+uiqbC zCKkRe^siylzpgpWabI$M(_FvJddhz;T$d}=eXHL8?(5;i)i(5_JK?vxZ$Fj$aOo@EOpD*Q_=Z7<;VDI-!9pH+_ti0y*yv^*<~=}qhn`nT4HYNF*>JsEo}O-oC)loqJqsn_!u85 zKX~rrY+uQTvGKS6#l?P%OuuDQ`2nj1&8Df$vyBdwAM{&&bBf?SNqd&_=S)p||9(B3 zxcuf6XwYOY_YO9@vdrgwTFjC|mYT`IZWT}GLLHyCX@C5s7jgD7+h+MnKIDHqxsY$; zwp}Kv&bg=9vQM#@r83`GW&L>S$72=ZZ**P<7XQutcJlpOaLB`rUkx#S{?dIOt)Iis zF6-GACz;<XXA!@bSEzry;qaDmjl*X@VnHfzH)#7$q9vnKXtM(oWK>vCA)OVjrl-II9VBj05Gyp!q6 zwK$M>Lt&v=wksqxdF?5;)u-ITQd{1G60w#tI9X0BUk*x^Z%k$*l6>Z=W4EUCUYpXJ zbBg0Wt2HPER;2&Au<-7eRliR**Z(cJkrkHOV&CI`%<{;sS3y&Iw`yIU>MXu?!`f%N z4LR5Mm>;u#-2UKRq)h9*Td&&>`+?FN#Fu{4m*uSSow?3&gGX!e%A>`nIM(m^3`+0| z*Wa}^e|8Z|B1q0X<(7TQZCk- z2&#CD>p1cze_k!N_YXM1!-8;HnEz7k*;(OcQQ>AAwP)X$Di~M!T>A0ckIwP8tKVt$ zzWaJOaJ70F!l##}`fk;}{PIJ0h{f7xk*O`=_kJD&1ThS2rM7@`t6P3@#V3eg;Zd}0S4e8`+EZWZuDELFtgei@d1O`32e9!A z@6L%g$b{rQbmM=m_zqHjbE@x~Qyif5{%!j!uJh*>zs-2FUY^hTEL^>HEZ8}_+%A9; z{Dal+_8=7=*?M-+!UL{88lwJJ&pubJIqS3Lg}Ft8B6fGe^Zs2&nm30qLGlQ^=*wR2 z9d34YUCyR;IgcWtNlY7*#9my;+oketGW-8u4>w$WbBd#0Vt!9?$JVRhpkMY`6P#=! zQ-#lKDenQrEX(Zb$@8EkUnrvF3%wb#deg~On>s^pvg~?wt|E1h;XPLC_V-mc>!0V( z^1XRvS)4VN>`Qd^2UmR>H-JoW6>6yIx8&VtggB*^L3kJ}TTFZ404-Zaxz^5OP` z+Zl&IC46ql%ahM;O+I^V@>!eZInOLpTf&cl6M_3Xn{Chp%v{G^W_5N}PXXV?vRzkF zir1b@TYWO^T1w0N9;o8`(XUHp>E1ju4dRMzDJ{hvTQ4tFot^Eytbbk1mP2K;)Tao7 zi=<=xvODcIK028XD#4aB?gwQsPd9LN;I(Pzw3N+LQ;a)S)$d}yojEO~1)P`oeCr$Q zAw`%J*q76w=Bv!k_FU%uQZFje`s}2h52q?XWz6z>Ur$75`@LAZ7gUu!*q*Tb@|zPJ z&jqrVd%K%m@5|ZNm-Fmr3ZxWJ21OCaysvC+>iv)cdm^I12C4R$pRgsP^{t7u(V^84 zgY3U-b*~lsG}-+-I7Uw(VpMr{w)?W}Haby>(P#T|(%ju3Ro}eQz&kih2e~E9-E6b6 zGPv|=nyddR%WCFZW9dyZd2gO6J_$AZwcYvchbH{}>wYyo`NR^Z-!aLT(~p44YrPv^ zb{<=H{>QO6dl@jR16nFQU-qW>X~(|m4YkKQQ#wGIFI^<1qx=~ELBIKd{eSt}YmY^y zz!h(MQyl&M<_p7>8*1Hb+h9fSAKUGB(x)W`oHg7uQf|rv#wy@{EvR#cdDL(78a!c5qKlBJ+K?>SIpF)v z46u`R+bTrg{IOju=KMzhM2q~E=lk6g#Pbo-%=m3Htyb=}owTN!=(h7aWF+(Ue!2!u z;Tt}G?{RxmZ}G-h3hv_1A>S%j{m$tDxp=YQ>W#&B+?3lY#NW)x_rH_=B@q-D7uyvf z&7JJ|&o`YfzMKB|@GGw8za{h6A6X0XVC;s=>0c5pK3(T;uXU4egEU@rYV*A0uibfN z7cGBn1HW>Oc+PJhNb=ZLyKLhAI*V7uhwWfx=kJ(b8nGt{BmU;g%vy2_;Y*3MYhxG$situe$9P~D?=<0Y6Ef#Cov>9UKUXx0i#UVi?~VGdCBI@fM9fA)=b z(>I5qiF51urTp1h^2_>bVzwOmHnSFN45;81069D2Fvu0Ka;#RbHX``RqK^Zh=99t2hsvnFy?|Go1-#qdrQsLYeJugJim78G2+H?U2)I`<=} zATX}`aAJN>yuHjfP~bsRFCw(&$U{8^ZiLDGocs}#b~p1w+ZWU9wlC$+&X!+hK1DAo z@zi!m7c|Hv#5^~=j{vx=yJM4ztXLO}E(!V9bnhVb_wQt?Z zf0=ci_}UG%&weICOWS7me<^={J=_2aWoQin3f64-W#!7cL5b(LbKZv);`_{Rr+-V- z{k;Lx{&^2wwR7fI)=A`ol6d~!&)4`5UYmU39A+TozC9fE`fwB^$?Q*`C+`*wkKCK> zTTvr7TmD*<{I#Z%U(2mG)TYTpinSLP&a5pleV?;9vSX{x5m;KdxKtoJTk%?y;Zqgli0fcg3ggBu_Rq?Ls-|MSo6rOsE(~+VEy-5t!vX1-73WANbS}9q$ujQ z`ex_WH%Fq%l3*eC>Qd*{t-{%Bg|lyV3hpzGW3^tJrXKciqe&O?2TOfljoJ#E;*EGdV1rLBAtyg&=hhlY|pf|@Lq`y!I; zK|#sw*L&~G-wRx~v%*q3MI)13p*~o%R!=l?mFP@6+l-4`x3lIMO{+L1@v!%!o`vZz zh8gW47WG$iP6|bDIx-F6gQ!g*(VJ3qBa^(R9SFHw`FiU1dlK)Pem{{t5IF_fxO9cJ ziMQ<%NnI(Hda`TNkwrQiHI(;!I%j@t_k)F(m+FGU^Ld|YSZXIq`)p-c>MxCVAlFAu zRSipR0jYn_cxUI0q-ZxtyLcN?YjN7rThmmtPYd1Nbma2!447MvSvQ2+o!vGoH!>-D z+Kp+j+IF>f^t7z#X=`-7b54UA-St;M4eJEtmS&#bb!*y7rDx!#v@Waz^KNo+>|NZ-Ki?NyyJ2lw z^tFw;pw=Aga=-d%)gG;vv$mzm-rm#)cmK9sTT)|lPg`Z5w%P`6EQW2?Ro=txXI{JM zva{Blu+6%!Z%ixAIStEJSC{I(&WgSk8GWsBBPbWH1+~*ap>JjxENrzc)#S%@{`R$L zXujQa?$##0o=f(}%8#v1SbjC)qFD!iy?Ge6nf6oy2)8saK2yNM=pBou}8|0*Uxsng9ABS$pHGLTS;f3Xg zdAX91zDYHTbG~lXeZ5xq_04I5`?$BIKL91pgz}<-^V@pZz-@2T(9Dj$79D-<^PNp{ zEtlthJO%da-OHPxW+$$`iJUU8UEk*O-vAo5pqMhe$GUv>=ju|thHutYt`UE;Wmc}_ z!`OmdmiFaea!zMJx-r`jS@zbZecMv^ZcVj4kET578(!tNjSeBA_1>KLZL7NOZIem? zbvQwZ2`Sju=SJq|MxHN5&R2Iq>TeQIU$qT3#B#9K+=~4}=l@lX%P{lFuUpf;UYqt6 zly5=fLt&eBSAVFGo@4xBW;Ac`dGN3XJmGJt(#X9TaC_6eTbmklK?6k94C?5%td+WI-1*9g>A zK}`~7SGMJB*p`zJZPsuB)-7lKz8B=A=j*XWL(Yoane&e5f%*m@ZQznWFWtQ-jF5wF zGB~|H2W^wz`F^hF;;KVGSEogrZP1lQDL%2g=E6ubgvFe^Du$*fl#BR7`@$f4JqWo_~L} zDrwVNH1~L~K7MIhFC-3bPU}_J0_$!ctX*ELARm<&WxGjN`sTD=luRj|9c>mBZMI2Q z+A#xBd0opcjZEZ!pnQAN#N3-FP?E*QZK;d5rYeK7!ohDz-5-ush|kG8XL1OvFee3M z6taic+@0AEZ3LBE zInkhzUT(kMbw|EV0ArMRE zBinM4qRlpZ32Xit?tA?&7nHy6v6eS~o-wTxWFEmoZwh{V#%U%vRB*WlREmOHw$b3GaC+WNSg6cK z&FojV>tXNrSXiiFsP=h&9qjULkWrG?7i^-#LM=e~7VLUKNRQTg_47;9 z&O#gxsz{CFSZ{|3-(&4RxpQKATC~|_-Pt#%okfk)>}a!Skc@Io`W~(_P{n^Jxv1{Q z8gMfPxANJ@dHmc=kO>gQX(*w1cB}5?<&$*5#U{MX_I=vkmGS%hw;$U!yZ7dqV>xN6 zZr}-mzdBQI#At84skL$D)EhkKUY~=Eu^)7P-|=qMqTF4_UaDtroVoP|&$CxMKK%dv z_rhyS!(y-h=5_zeX1%<&v~pAZ7oE!-pz%3Vm8CwjvuBz`&otZY1M02&UjVl+H7&dL z$i=>jt`0wN#wj;#p;_~1E4?@EDOtDny}x}WW6S+Lmmwu)+mb5<#cLm?t$vs`Z;RRH zHdyoe;O@fcd-r_*bIc2R)Y1}qhiBWH9R(7TeqQ^hd*k}e2^$V5gXbb9Okv7j$2#wx z>E4W1UQX^kGg;-pP5-TN9;+_a{?B=9^wijU&rH>OJoDb}D3F=7a{jF7$1TIQD}<#UzJ!v%a45jQD?c&HprmlH;w- z6Smx6Kf6#a>hB38=TB)X*5&=GlXa0xT4amag>HqzCf8N`#ny?~o3YYDq7knxzJ>Vf@ zaT}hrV`A?gXhtx9I$Y<#lI@@;!>UsIKQ)WJw(a%o@?Vg_@&=Ps2QA<7%j>_mYJJf- z^y6HG=o^+6m8B07jV4Vh|8S)|pV?_r&<5cN$M`+I*Jr-?eZ}`2r}q0VhrwxqG4pi8 zmQsh1T(8z*mW7=SFstu`T(hlU_pkkKrm)0})tWI=Q=$0&-CwhdSripdL3DbiIt0lI zh%O3xDC77dE&AB%1a$=!7gqkwI~P5awfTDYcEbc7(KjqAjt=|MU6Sv={8W&C?%b$!rb@Mv6ZiFX{0d!JpyV`J6yAwT5j%8wy1d)enf`xSa$HWV z=PFaWv$EqvcSmcJIm*5+Mo#o*6$~MYA;WJZ&h3K zBiNpCw&11JO>=vA0^Rd`|A=v-iB0y0qF}rmf}6tJcF4zC6Cao@v*OQ}8&O;FIdH%t~cd_|ik1oOj#L zz}hXhkI#H@y8l`KgO&3ecsXB&9`y52<2d=f{?ddm557H{3w69ovE-zke4QZ2J2_Q_ zZYWk!+g2S`;_dJHW|Mz!qQQQlTHXX%Guf4bK zyqXZP_tu3RzhmVG%~ZgBfb@l$va#9oHhsF{f1qVa;?Y|hl5+FvJbwN6zH4xA*89*6 z>zKYET(C4LH|yxF2#_k(8u2$REuz{FV+*p*C{HaZS-W%XW3cp2wer1G z?DX$vt^b0jKeIi&&fdB*E3{rHcF7@5&a(W@%QZBLG-V_))tz5`Iw?) z`%mdN%eGEGumxUfgsk;l8}-#W24ukMutTd8)K%6*Y1{Plb+3=F%lKOL8SH@9*V;<6 zCo8BtHq}qqpqO~q3!HEjHA}ODUtc@+3M9+y_66Q*pClL@c(Bm;1V!z`FmbOR{(A?PM1cTL&(Dq$UOJFxy&? zyQUyFVu#Q^?lL|VofyvdO~FRlHLqS=T6=lx;V;4)6k(pIYJE~2Bi(lGUx_m!A|Kwm zawt?iTra3_vtr^yFK{}Je!r{K*mD2fE2?jAyyR8#U+HP4wkAe8Y@P3dnEy#e=Jnnz zXZI#wj@T&#Dulg#ZUyb!wzVjCO;K*8TlVQwQ$IkuneFF%s;^C-Kl|LREz_oEpFXuU z_35o+r?%$*{`Y&mx%dFucW@aZb#oaJBv@? zq@aC$+SF`m?d$twZ@o_~Sk8XH999A*r2D<*;+@c-ZE{9O(ILOvknhN9f;r?;Y>-r7_I$_+A}5j%zMm3~-k z{Cb7l-T4PMfpl&v%8lH)ZDY~f=j$ZfuDr;+geVNAoZ7l}>T0c%u3B>@Y$#d^%MI4) zTqS=$eY5(B;(>+o&-6;oOU>bBsdJFl^=)D6s$L&g5&2NZ?*BSEjMFW z6C8bQW$v2b_Mg|xYk&RQ&CBpQ1U#k1>##ETcGU7$Ti&>8%~{Oip8(NlwZ*Yt$iKGQ zjPZ?EblK9}H(u@gwI}VbY!90T3-ehGLDRNv)yZ9}lN&j0+XG|B{8nuHwU_Jlz&dlB zqRkfO<~Z%={4wudU$b7#Z+KuaF6GS47G4z}-5p}VnIL>?6Q?RDwwB-9ZLroiBPjI4 z75@WmExsA2)wcBdzA#w+t=jLUrrs@R#o-(@>%um(g;qz)K^3mqLfzQ`hom3JZdiT# z^+nUYejU}Hepml3kP!N|Aoq>qenrXrSZmAgPhsvBniNuXA*4EB?%pjPt+tZ{K*OWA zCkWhQ?Y~#M^Xu(wwb-d2R;sG0blPSl@y|-)|F!qgi)Zf_Mz5cWRO5eHu=3l2lT{av z$eA>*+5@XOc7OM|s&7B5@*Sw!@wm|}WTz+7lJaI&bV2MS5D(Ja;GdPnKWh!Uug%vf zA7VHB-L()jcXNI1?Q1_DuC1$2e)VR{p(9Er8#z>KVk~?-Z=1ZmpTEUSRmX`F+}KiG z%Hg|}!#Au&O>7}&%+tBs;~-;m`DcZ;|N68ya_@U^O6d+bbiDQNgr4p1%YE(r7RMFt zOsFdTT<6zP-t=DF=h?8Ks597PjiBNexq5j8D4~D26MU-*G*wahp}DeV zYTvtSFHEK_e|My_V<3oiWzusqd#xez#y=no8$RzQ4z6=h28$9{z%FbG?hr1Kh zRo(=HN~_m*OhWthW;UM%J3MS1*x@g47tUaRF8=4psi{zhYh4e~zMe8QJL#zxxQW!# zGBvyP|B+^1&)V(v&u?rwa>{gL5h&bwPG0zO|9$!US8Y?ZAA;7Hv@Ho)w=!(qNv-Qg zCi@F(heH;1aDO}RxoWz+bnS=32#ehnGxOfwmo-dlEWf!@SSV~=OL2#)O6FebR@1y+oHHhrtcl^27w>a6s^ibSH@8$)I~tSUEDd1;KytJciYhkG3 zPLI~V+g{$-0gJ7KX&Y)^obES&ZuhRQHT(FXso?0kd*R>OySe_JR!H?j+17%qs*}Z5 z7J%x8Oz7bB{^^syO<7X+^Pn=561+<*-A?`JG<3flW;#vD<_7k~HGS@3XjU*~Jde(fXlB4Vo$ zs9MUl@w$5J>Z;IuZ_q-dwhdXTd$`IT9bC2bP}#?o?fd?id_8B_5}JK{6*%nVVt1X3 z%=Lij^#JSLx_Q;sn)Sx?>$A3QpSAUQ=UUqt7pxyoE#LR? z+U~sCY#DL=_x`0w+9~o4fk=E^(o~%(y1C}gpDS~3OxTbL z$s}GY-#)*_%?Z`b>j~EV?b@bqIgz0G&!)K(Hl)7IKK;sO->OwJ*f;Cl4)&S@)y#9! z;(PDs2jJ3a+nSc*4pWt-AhoxmPv6>{stO*Pa5^+?>!IYLck@?hJ^Q&VeJi*FI}4P~ zHB@46pZ#pIa#Q7Lzqu1Oq=Ax~qNLYZt1GiY`)j*HZcGr^$Gt7y9Fp9uuI~#ydSTnI z$>)O0lbnn;WPn`H<2nD>xA*dDD$Lyw&+~d}Mzu$6c_sf?Nwlo%;(jP7yGyiwYO4ByGpC+R>k|L7f97XzRZP4JN$`rAp|1m0ht0L#=g}%G6t)&tCDuOo z30o6yXBq5~0g8CzL#s*|u3BwLzWjAwpFAw1yLnx;y0R*CKI1Nr*2#ilYnfMvftn)) zM)6bmSALMY?{m2RZ-E3zV#PH@)3+9tudnjFfx261X|`v$>qUU*h^*e0F0fq)KyJ60+8LZ4~?J zDE13;|Fc-T3x=%)MH=6}>&t`emOQGC+0NMr$}Bz{-PaghUVq=Dw(C>sMM#JVYP!A- z=nk73z0;$$SS0bHRfAS6coF5h%X?RMMgIN>b$IqQMw8dy|IfO(e@Wt5m{!x*0om6M zW?gGEeSKhZB&e{r@ z4bw_fPJ8{(yCLTWUd*<#SSQJvD$^ZAR*(fM^b0efYckw!I zb*-;-OJ8ZqajQ+qs?d2{Ma#4$bwAJTe6ti3SUnut*91jgPni{cUo}0kbD}6DxYCw{ ztVv!Q;l4V;J!}nV^~hlk?XW|;AEe0DeVWi!m-Qw8!Ak3miitGF`xOPe1&yzOiU#*+GtDT+f@@-fBIZTE5Tl9xMOJnXhB^ z*SxgvR=peEmQhC@|T zKj{6)msFTNu}W@rX!_UR+XWN%f`VOS;=gN49+cv-A3u~OK zZ+e^90_&6>+xc}>-OqE88vFh+__(Qo4QQ9loW1{OX5P2eX-WHGF8})~dJ4zIl&89^(rLPsx5=}*R0q6ZvT~egJj}@!16P*0?=8-x`bJaNL*HzDV z%eL2*G9CZf|1oyMWWjH%Tgng4jlB0|q5ge~=gME%6O2KDQTR|pIr;ihlh^uJ@^3B| z1}Q7U9vye?(5&%EgND%Nyf*cUix3& z?xH@WoN!2ysya6;{MLq7duD^H;l#N&z?z#Tf9Ghd zDtT7&bftX5Sy0A5-g>yFlB4HboYMt z_Wk?GeD3qFSNIR4fyT)mA98fN^mhO1Sz-UR?t|JdYa%$G3wXOd3)*;YYtq%-oMJ0C z9G@tu^8!A(^nB5>RWH77jPtMkucl-ScKzaxEx|?Mx8~ej4=H6Fy!KmNuPfbFSIXx6 z3zTAn1wbiAcF)HE{*^OIB0n#GcZdy?IUXNMba)nh*?;dmdr-g7C1O1!;Hyg4eO=`@ zB^p#ny$*#f1KKxxZbyjz{E|agQ1Z)ey~_K>#=jxC<*dic@aMPIzdF7LR0)1t4H5_S z$!q65b=FFIzV7VIzpu{Jf!hyCnx*yL^S6GRzGvoNSU&x-y7+B)`s?uYZ>vE?YsZFo z)jiyPX|{{n`_>r?Uxt)ziJ*ka<$3+f*^2Bhe_rTXmpUD4n_9rPv2BUTn&RAu^z4Xq zvo*#ZpeEMFdZ|9^QMgPHQ02v7lIbZP1P|64bgTc17C1HVv`Lma+w|oUHihKRw?&pbFCEM@qoST+*+-ftpXyrTku_-gmtRcj72r*#;3?b|wM?|Yn{k%luprTqUg!j87NulcZb%GwIu-LqScjv#$J&WG|$K<8HGGr_Pti3H|$JYDC;puPR&(wuf zN^MKFtSQco{QA2P)KS{ZdrYbG1a|HYW$_OHFU zM*-x8lv)4!l*@c)RV`Oj?f}hS%$m6Dj7O@JbZyZUB~d@O3tO(;ILR?9?8xp1Dbu#s zzj!h0=DcmE)DxVW)`@-ujR@TT|8kaNcvlsu`M4n4b&m5I#mv(awv>AGWUtkpGvPrH zqiLBFNb$Pn`FkgvSiI3n*)v7mOhqGF5Zp8Vde_7xt;k_-usTQxG=mc)IVq(5$cbya z4smj>JJtmrfUFR|qi%gaGOkYQO|!*Q;SGw8ce{Sg!kiM3- z^QEhbhP$?|D{yMswe{G!i7chsk75h5-fmV)DaqW>z2GFs^}8Uh_nqbT{AI>hySY6J zazSpFe0jR(OQ~B=?pp00&(#|z3vOB4VSa2k-@Tc#3X6Ad{q^`;aCwq(6Ii!}a6t!TLMrK6^ZQdffB6S^X;{+uwdKS(5v; zu5bIBE1aCK!j4!Tk(#uT=VV0tkr&r?9kQJCU=`yIXySGM{diu_yWg!(WIQiy|Ht31 z=y?B^JfHI?S-<;M-(Oy}E_G_!CtAq2u`NZ*+32dG;l5C<9FKya?B2N(7Ua9`;r2Vn zZ*H`!(I|#j`yRI)m2_Z3%+l< zeAYUDt=n~2EE1kkvM@5|`f(Xv9Xqou#C z1+7i<0JY|1|D@y}nRIdMNjooxvLvTV4g3Dov)rCwq7d_Y|D2x9vCp{TKSQRj5QFe- zt=ixLA<*!()sMj3kIwGbzhs%u-z6+9bYc4c{seUug_z&(x1X&SX3g=4*a69a9$w(l z>$mqo-OYj`?MI+__Uj9I?@e4%^(S<-u=%`Sj5m5VWfj|~6Bzglj2caOEk zt6Hm<2^YOA+9NIpc3oR0wzgMvE$@kQ^*!%vAs{6 z#SLgP(!%TTtt)Mz*Xu!Z9_;7RT_K~qZ<#H!-?cE$F9QW}^W7}r9ar-$_QmU5wkcox zPjz4Faz7hL)mkwnZ|lmttE}d@YR#$G5DghcYT8@DBg0>F;p+ba3I1)Xd=oAVfr`0fi?^)u%?SOyF-2|bO5auM)^G7>73PnTXZQ#zm$|<^GAy?F@G$KE;Y6Do z3(Xpx_dYV*UcX(y>SIDXxaFnuF~ht4)-}G+>FTjd4jpU$0I5W|%N_+5O81L>dH=e7 zafN`Lp3E`jt(VVMX9VsImgWaH`g+|n{cqoz_ey_WcZkJDh8oCDsiwUZCNlgr%fKP@ zZCUOE-~W#;emVSh|I{@(HaBKNQj(2V{;g~GLc%MfKmk-8d9U#Va9N!)tG!Ba12C~Whv=S#~Qb`_?8?&_D!e5~D}HX>Y}c zKbNPi1qETD&8(N#zE^oah%S2tHdrR9*FDqs_N`g3zDxlpYg0(FhG;tj*S4>nzg#ci z^fkyJ_M?ej*|V~;SE*m_4!KbQngjs#UXSq~{Pp=o@QzBONB;{%_(21j6(zaX{c_XK z+X_Vo!;*+^aISA@*>@#TKbsq~gb;!6uxekOMGt%QWtMAO-tW3?V0GD6$Qz=|*Im;$ zSl4&*)McGZH6OxuC|Z2&y8V7yRq<@TX`t|LfB8bXxbw#}TdSK1$)F-)bD-4a5b5CB zXHS$w{mgF6fY@~~&P*tsSxlzlZ@~;+vt^t;ng93Z{H$hKBg}6GkL(%CZq0aQud!@ zS)J9fx{OQp`>y=VOH70%`_{}=tt;>S2MxIJi!FmL?GL^`JJ+5&5ESm;%J09P6uo}? zGEnjLJF){*9(R?&S+G>MAE|r>(%CaVk--n4h2DS8+X~Y{#8HLOnx)}*SlPYh;C4mkUizkyxMcW6efYHbdKsk zQ0|^^sk>~ec`-4j$y^3q1-Sd9E%VD^Y54JBs?s7ud){4`9a~U?=SDE9y zhEd~hTKMm?=YE~#(|KTj&<~^#++Uilx8Tc_?die?xF&-}i5Y{9`@TN5Pziht;XK zdC#>nb$ftg#MePnX?K*%t6IJ85DRgxJzW~PdqD++RmJA6d%@Z{OgCIXK2%SbwfpC@ zI}(>RcB_DUge+6^Hm#0bVz;4uBG+??1KurVZg|ER+9d!%Kt?*gI^eDodm5&pTS_(WGiuS z%C2YCsY~~_fU*_S4GvJYVwvK$VSVp{x(?8=_W|`&%5kjLoC(Si4?m{O|Jw|B}$Y0nj1PfTN4eO^Scr}JQ=hPa`7)NmpiaosyeI* zG#149;?i5QGq1wI(f@`868-8ouKNYd7u)U8I+>xY$=2EtG-AqbZ*AA$_8ny18bl}Yk-c**kn7UwJ3B_Qu5sNdKutOA;Bt`~k#!~MZ%I>_?lt%q5@ z+*fYc-IsXYZvr&xtq$%hYuZ~1c3t^FKc*X;LibpIA7_X=xhY-U1Drt5{f}IbuId3^ zQNpM(H6dR6;61H_a!c;nA1goT#}L5@S^==&NZ8`U26n49B%y$V&~h+cZCyFm)w2M z*#s`DW81I2=()2z#NuwcEGR7Q{Qdb`|6c2Z16Hu$dv##pwZ^I=QA-Z}WP2b9(KYvD z@P@yx842PbEf@Y7o~?avmztR%3JJlx`k@a3Ry&x!>JG8E`&@bsv@Nte;rZ$LwhEx; z)A!%+PrkUnnJ4FaBr_x!zI*dpT#*X6o*l8|&`Z1f2YkRaouvKOy*J-&W(H;IH+A;B z^+Go+zks-)vkSgW=POttyTI;c(L}E0e`}hJz=4qd=gRlA+vk}kd?-v@|M&6#rFKip zB#zJitbE`A6U0lmt&bQCJr@#R*_hT@q(zH;w_v|at^AZxiyMvOE z&Rco!@8;Lu`M;kLzvR%i`Ov1TaUIvT>9xw;5L=el<=vf`0OF}XmPyL3*Zg-Z>Q8Uj zpI)7R&}z#1@$!V~NA{b(D%ZqV}A^3`zK!YLo?v2{TsvTtHf`EM$;J1Gc8#Q>LA6k z-+w9O;=gtSXTopyA3F+WG_2g)d%xc5c>^@mO&OQ|lg|FTd{@;(E_Fs5?g`LQ+x_)r zeoQwQ`f?Z`Y5eF#QoFyS!^W2AFrPdq$2IXo8P|9Fg zVrQCpA#y6H>&Wn}0n~0{T*@w!&2JIKZ}G{*0kr>*=?1gVJ=W#dBIOsY+rSCR6(H~Z zyY}z<3-j3wVUX-NsbOVEWAIug_ti}5^VmFo=-p6jfG*}YT(Hi7bH)uekTca1B+}}Y zUK}xlq+Q{FTL)HdYqXkMHIeJLuE9qW2j~I@Ikws*--1CUssJdncpbQKrhYopxvd9| zIKgys9b75a^vmWDxC*>4X|quPTz)Q}y-xJUgszpv@1)m!Pc%Ms4OHAHC_i31GuZt5 zF1s($Wv^0N)+#=fNjmG1$-DfPl;1TezZ_omZEf&yUERK;eP507N|Ac6PGKRj?v{RT zcg4(G?|1s0q`>EnIzbOxTJrVP_HdOs9ZK4G=Qx_q?ay`PawgUrHRs-#0`~cn^H%-l@29l*YJ#iVmJ~hT zmoc-0zFKvM&6sc|$1B}zDQNir!Tb3s=}tkRXFRWd4gQ{JWVG2^wI=4q`4bhh+soeF zj=Qc`ciJ!44U+MdmwM05o^BOA-DJr*zj(t&qwnpw(jM~1w{xrHL(5sl zx5GfWtEcDx+6zxpTTnHpXGf7pjp0NkIbm&x3;`u<`-L8urKSz7D$aF8};17q_TQf z#o=J>9G8eKpa^$Knelt$d-u=9kc{dI(tg%MGwONNmUCfS&e_ZaEl&F!dU(;)4|+SK zzbyaO99#k*-O`PTDqZU&iZE#ov$r z7mD8dbOk(H1ztj+pnU)H#Fd%L&s7$@Ju?feeaAVEYHgF(_v=F>4QFj#XCS$9<4F$4 z=>xF^?|t}JXz%iS-eLch`9jYhes)R6nwT4>PkgCg>3#P?{r=mf7xHheJjnqb&rMsR zX&f}$YcG4jM6S=V&Cnq^)_$vR?IITaHj}sK3pY&yjpZsR)?Tk)e<&|D`H9EgV0A@} zNYH?+(=8*#+_?hEk*~SHLg3M=2Z8Dywo4Rl&j0-6?d_HYNv<_979J-q@NPHsjeRZS z9I#Odyj;jBXy$|v^&=Xf!O(dJIoE>EaENVx_9rAb+@je1$=}-@3lc$kJ5JP_ALrff zIQ4#X*(((}h(^c6u`EDN?hxUHxi&e^ao!Vn(Roa{+IsS(jFs zZMRaqw#qEQ?7ty&{OsT}oyUr-&9!n<_S8$a zE6uhBUzOh>wsM0VXl2!8fwEOC zR6eYSln+%`mwj7R#kvhtK2(Q-d-!>5?`7S!KHqxnJbB)qZ*ic-QAe|cyRJTbKYjPl zYxhf(UVy9OqgvpqSTk&P)S6e4-;_kp6}BAJdI*ZH>kGG**-Z?&Q=<0~Tr7q`XT+cH zoBhQzAJk+K3|kFqvM4W&%FWukYWqd~poeodZi<48v^A+eH@~;*z&b&N{QGJxS0UlH zY@76c=dyEd5o;k0btkW_x2|Mu-I%pCaqF!IM?&vF*L}|QyI1w%#hlq@sq$vZI-oTG zea4s0=Vqsz1-tq!#MPPMvu~|?)i2W>VsYOjCmh@}*v+R~nXVjq^sF6Mv>n52(5yFj z9)H=nN}jmAp!I0spvHrX*WO!KszTMb>jXWNaf?_FDH0DpGymEy(qpCncxC>5#GL4U zSKUc|Otq)|=C*8z1Fd@C)cl$i{5o{++tP_#&lNzE?Vus(*BAEuOe=L=ZM=OxczPfK zR2!T-VJ`pf{T^O!$eN~;9?@Lawu!Cj6T*1o=w7w4wMc;}||{*Q0>f|m7Y zUo#6^^Vz0!uKn{hsYfAWYm%Cx+0ok9u4!GHroIj~IDGJ|Z+&~s3@-PL+tx%xgI8%B zmz2!E`~CH?RTEKc&DAXBI;y}|0B ziPh%<*=}A(Z(Zx!y0vR7EBjCX4U+}Kz^e@;_b9us>Pov1F9}PWqS@SCrSpQl9^2d~ zzJ_A;+K8{^pIxK&&x+c#?OWR((D4kDK=aoY%C)o9o=XaU1ueEr z1*H*5P2KG1=xf)au8Fxku|MeNc4HH$m1wnPwsGl_RT-0N#RT{5z0Th*nRxzI+q|#( z%A55cMPFM3E>5H-25sK9HSOwt&%=`E#+a?XKv2 z{p^fC>*e{356v=do%MD0L^a>-`$Hpg-6A$aGPRr6*;!doY`j&AX2{TzCD8YF{o z`<2G}o>j_$gELaA0?S~hxOLS(; zm0m9-eeFmaD18_xKK@?)Y}%Ld{_StBc!CymSss}+;nId>w>G@m{!>ZR&&lDyy~@|% za`&KmtnIgji(k))t`UaoSHArAcc`(IVB$eYeiqbZ&0fX2+Abh{BG>aAQTdY4WOXGS z@XFGQ#>!V;wB7TQ@zjYB<^~1T0` zRccf0;i&K#(K8_B7ieY0jngOo)F)r>Tlu;EgKrKbuvC>}Gb482+VF}wRea?JNyQrR z9Al@7es0b`-nKRQFsQPdGI8DPrr!sw&ER3Zp=@j7+ck-AZ)_;DnK%`8 z0EzsZtshr)ox8K}19%+`FL?2^+pm?o&)z#Sv5yzlbud{In;Y>}(!M+7#_3snEN|vQ z53OiF7x`z+suz>(_J2SWWQTkH*zPyy-Sy`OIAw}L!fa*4?x>BgidTxSEa+4IF=Mrq z^?lPdpfIoa?9$L4vShY$r1i8lvfkh@@9|mbe{b#s5DzpU11d{)M{Rl)16s=4vmpg( zGmq}`Rf~+fUqI^llMt^L{^6_G_p)T&_BU6+C6DEiSrdacm2FMAdiyA-8J}ITl>xR( zVs7#0(AbA}U)0^<>ghe#u>*}iSrfZ9@+)`sM6Tx+hlCLeEYHmp zxSv^`;})^GY)vGn-(_sHwRYBC`E09i@POZ3wl)3jn)J6fHiJ4peadelLHjE{{qYDj zd~xOxcp=RjsNVbkEfP>u@6znHG;;XLh`?luSg@dkIIc^;HS#Lk)0Cj+VRCgwv zk9@t|eD#K^tk#nr=jVZPnuhY_wKJviBcIPRg~Ytuk}GR!*G5*aj;y{0UZUBtAq}*S z=$YU%{@{h%ciDes-XNHG78L9<6F;7ocJKcJTXwFzG!3-ue1ErI(8H7#^-bSwCW4w~ z;&Y_jH(wJqe{Oewo@w@Za7kvMTz@*F`uo){InX8RO5oMgtDfKJ4!NOyf1a*3WLhHa zL!azQZL3(e4=Y8@lyX3U)~9^Q_wEw=&HGd5`?*AH0u8=*OqsNGy7arXDQ_b;eY5F@ zC-v{|&aKv(^i%ZTO8JIfP=$27^>N3U;Kh^I-{0h|t_WT(mhI$q^w#yR(CKxc{Rtfn z&U+z;!mexnE_XUAoafy6N?Yw~^F+bf#3^W&`uB-lu*L3YA&cF=g>C%yAmBe|S)bCH z2=JuHtmSU6xIQ1)0*-3%nyEfxqn_;>3+3+K-i%mdw{^YfYP;YZa1t{HB{9&7tAo3b zPh6E$B$o0va^p9!UOwYXciHOqo&`AqwAu!=inexb#8)lQd^f1&09_OLV$RcttGn*q z(ftX|*1pq`WlgZT8Vy(MNAJKl`J8<0OZFD!7XOaL?bg^yrH< zCvR;|dKVZtp5hI0{-foYn$rdLKN0&VOI& z(Ix%rby=+^PaNn1B`gc&*k8Lh9=mtYaziq#W8YW0LU#2zt$0xL!1`LFETm(;wb{1s zis;GH91x+$hYH>HxeJy%c7hZ@{9Cfd`EA74hnk=bnh#e(tBrOui`Ti=^4Ax#+&a)# zns6MHBxg)q__Mq7p3yh(cmTXj<2X+yRrNK4*w^_9>dHEikT@!DkNf-W%$x(u!)}1u zIW;jB=RC~6&E5I+hc2jPFb&i)NL#XHjdN~fX)B}{N`)6glQ%DL3B6cab^ZyswZ9Eq zO-jyOelNBpB>}nxL{iiCbwG94UoWtStFJZMLOgtTj{4SXqHhyqZylId3R1kIV8%p4 z-hXTNF;~M{QZFOhZ*6{cr^{9A&DQq^f+Jz;UO(7mhkpDXo^5;xrghFl%N>8SK*prZ zab5$n(>Z#{A9RLAgWFL*PVRJFzi!6Yp!CCIqLy&HE8`} zu}tE5s}1R(q{XWKS*5dm<%P>@!Px;^^7R=T^&h@qb$Kp3wA7q5apRXY$!{Sg?(B(z zA&6ys@8`UpwQ7;Ed4}y*W&=q{*ucrVf4jRcr=_GI1$IRBwTo5P1Y@4tAN*$F1UW#J zZ{Ky+#URH&d4%x!xf2%UCwKqN!qhwwx>;wk;I}oRa(kaI4i&9k|LZxpssk6fi+gI; zXIa%3J_o6Uq)xEILk&U84_nkX_q_q9uY)I}r)*uf+3;^$7>F!^@-FF1Y8 zgQPF8X7|^T?ggOz1E9bKpAEJDdHuO^-_)eDci(~6K7wLMPbO`N=ieXck5MD++Pu*7 z3!o9^{tet=c#tyh*slv+Zuzp1!7^}BZ=wA7N`JGS4kT}!hqU*ru5J9brfT(Z(5k}< zJ8fuJcBZSJe3YT(_7}ZxB0)y>bGJ)o{@<6`^P?KPKPny4WVd}CQ609mt{aqr(q(Ug zQ(DvH?O!}X4gJ48my-JTy8Up+hBVpav$yWIeKgy?S1;+qw7FKG>cgTvLOCew+Qw^Z z7GGVXTydqo=Y7*$XjOB}&2~xBwc=aq{QtimPIS4ksc&QI+u1L_Ex%ZDas_As4@Wd) z>CA_cYyWHAu{l)Eh zN{cF_o^wgjQhgob9VYuxNz_aUv}(=;vTE*yPuF^_GcD`EwgFaI_$4i{E|bR9M;!5p+(uusSR>LhO1?3pjL~%{__88>9*YyAG?XvPCaOI zpikpfGs~vm&M&9wEUZ>Zn17(VBE3f?`S5MW2AkR|Yu7B=6-TM&;7x@A@?43rLuWG* zW%Tuqwa9$Unp7n!?*49plXeBj>Xw4Nr#>+32$KJ3m-wCWzClk-!{xraEd_gL)$Fah z|90n!=*PMFkILW8Le`3%z6CG)~1)NXSI7CZdOALQjktL+y{_c^M}{3? ztIg~azYE^)fLPyCuzOZVtZsKi`=UeN&xdDRIl-}gHIKgDu^ySXS(C~{{cB`HB*LYd z{2O|E3U-6szbWq9sdvnF_Avc>XLZEsb}!Rx`Z`IiaPO%PXFfhkI&&g$z1qs~K>N~w z#5wLis@Cw#w|r+QSCDaS-N!|X4tgF{{{MCvDAKA-1@}gYXX-G0BVV<^QLd=; zb4B>(E30?BD`Xe7Qkr=_G1Yzk&x^LlnIGJ`_06j+UUIu~PQ&HCy*&msH#f|lSX8@Y z=lhzaMw52NLt-xN$&2vKUsgx{zIx_wmKxWWBmH)t7gzVOA1F<%d91xV+*$?Z_=B@L z6ZU3nL~lsbi;$dW85h$dX~}g>hgEytPpcIMMu%9lpEXT=IPWoILC-PW)hkZySaj+{ zyZzf6y&U3eW^!CJ68pH1cX{2alQA2NY>M~nkWelXSrf?>79+W{nM+wI25c-Su^t!t zeyqBQYir(F6z$ViuE_oq@qw#XO7LOR)Q8~ons7E~!y}dHpm-}dIIC01w)jr54MX3- ziksS6n@Wuj{mpt-H}&D^w!a-$Qg{C|&U4$52=TSslZ=SXCTn(VaRjB;A1v3-sBbX3 zQ*86#!RC)X%380ybnC60JeN8j64gFDomX0MW!L;yt8!oO;<;I|>g1h`5Dz#Pm8^-h zy0%6(`&r-Ahr$WUDj=B$4<>IsxM;Rvq)3QnK;ka{@IBPj5m{h7n*8?{Zc zT3VvR+Qh|^J^H4ZdY|s{XOj)dXr9)&)TXfJS?_ll{)X$%Jsu}1?+U;Fv>%-CdkRj^ z%00a+b%{>$ZMT@h*Id0)k`JeW0%69)#i?g6ZF*ESMK(l2T_`V7(hd{`4=ya)7~Q*K z#fK=XPxtd~ZIl+&i`=Xm`CojZ$n9gdI#r5KLK0ukiNH;1nvsQbAM$DST;`a*W~Rp( zWBXmtD;Q$Lk7>u>+#9tg`w1lHMqkT`zNV|Z@#MlyX6H}e*#r)Qh_sZy*}v=E-r0Bb zXq?v4zLM#ZG*z(b%S`#Z#WoDAJ3-*}nP&$`UW>0|2QJhxR^+b+)F)|U>I zTnH{Z(o|%Om2_5HMVAL8rnE$b!F4Z=yD7OV+}Oa~?m*`8Jhv68wF&0RrJ-SpFGU}v zE_QQUk-D^^&@gR@P1=$vl7Z7g!z3gZP76&cwRS2z|B=B$>i5+XTwfm;e|qR|U8d}$ z`{0+$$%GYdCdR@x& z0$gM+oc6VGZ^sj*)@3@2b|p{kl@eSyZR#UXB77w=(aX&xGAwf8y9iY?C8y;ZFC7Er zAKzqGmy-K0Rw|c(imsl3v%e06xgGNNjczl&toWjQ-=;ui<&e!mdv-_|2gw@;o$k>% ztEJs@nd9mjA?f9Ut0Fb!7>)<|>rWDu^na}^|8GmOxl+g`yA9G4f3rWZ%rsY$HdS&` z)jkR;_0JkA_4ag3TC?d;2glSkLehc@Cry3C$UcAV<&GIAR_$N8@bLVyH*PIj*VxOH zH{JUY>bfvodLqaRT@WvPlb9Ih=As!Ends8um$DRIfZSNiwyXaabG#KK{F7=E^py+u z8nw+Ru)8iQWoqOk3btSQ<&23c#*0K&uQ7P%_QHr!WPasiPyw{;qIR_7ci(_u_ZJMy zWp_(1?EBhyw`Yr?iQ$W@55WY)zx}wF9!+htvD2``Bfo zE(tTIxHb!$y8XNDYyC~>5GWhE1kHWrmj6_H_7%oNaOz`wq7l(7vc{47+5uMW!|Dgz z96)s%L(Tv0D~y(5DtoILWId z8w|?shozPz^4{9OmKVW1ae;c@d71Ar{1#ho?Yh>{xuz=Eq!()pO$F2DZ$Ii=5>FiF4duIDr!`*!uP1Qh#q~@8+)()0Ta(CD~m0NP3*v zn^cvMvyXL>?rbVL3MqZgoCw^=wldEl5W#tkv?W5`UDnJ!)=Gx^_mffQ7x4A*G ze#iMeIX6yw#BOWd`Gg}E;rOFcOOlRmeHk8Yh0ZY=R?A5K5u=CUJEbcg4);9iq88LOd| z??~j`mw5K-w?)S)f`wrfNXil$scS(}VKq}PI<}tUIIMo)m&u`m^B);3#N6CmT#x6emu(Sc$fGWaNTu0s_6JBknS6|mbrzk z3768nkRolR9J9%&=H`aE6Srw}2Rw~<(O(0~G&@pKL8aakjYx0JNN?RpZzZe$TsKZ| z+x%d8E}ep)8ew0~4PMWTYwh=?&ff{oxWd7?eGRD9GC@W+ zTT@qiUBgAk)+J#6YL6c2D#!o(@$XZSwe9_R^*>Ml{=9wq>(9rxUze}1`E~sC``3m?{a?TT`0>}< z-}C?P-@DiTUwHk$FSl>M{r2s=ef_V0pZ;v0-v8S_JAeQFy?4LK@5|x+|EuWt_20|4 z_g|kbzy0~`*SGuU+wb3Bd&h2GeExj4!~SyV!INGXq1E6axb<0|P@vj(%}TWln0bUPW%s-N@Md*#;ti zwL8A^G4b+-c3g2=Ws*5tYb$^Ci*8|_jVZ}&%e;QQe!gDd(z8oTUb`DD;<|nP`Mk%k zyK`Uc5Yz5@FDAjAeljCa{hd?Cr%Rt-{bVu@sei1hw?y@^sIybp>N~4Xb1mKyrr@^s zz<1?-#h@LN3omYvR?A91H`_@i?}C}-vv0P(cN|OJSslAOWw}LR_@^q1eC6jH zRZX5=`qt{6-!q^& z|3!}Vp&RyR?YYSQNzQ3e{wqzTDS7s;n-Y!mCJOA(%1b%gQ1aS)w(kA)UY1w(IIVUx zDEaPwWzM9KiO(+QojLR5OpdZ<(4Hejy&XQguNQs~TckB#^hZ8|aSWHs=QG;%_m`e8@RHg#UrA%a zHU;&}KFz(sef8;YeR!9APQ7;XWbM{|@!UYa^}15#+ZJ)`de`%L-TjNVWu`xw*!|kA zZ^ebL_PpXhwjGj;eD%xdwnoDp_J-=6XBKT*vRd2gQ&XbxpS_am$y<(Da>q?nKe_DM zvz<8yiVEwFOjY=t*UfdwsJWES-z9y^MN6BsxdBnE?nJf8M8;jx{?GmY|+HuXiH z|G1RMeZ743qU79;bBp6b&-=TmZ&@X$uqyxN>%#hw#D=i{^_f8M$=dNCSuTl8>^j}&o)^=&U3!6lC`%SvE(!scE``%M=n&$$XkJe`U-0}Un z+)kA}cYU;})a~rxe+$oD|8_S@e!1#Q+W`OE(0x3m_quATGmjKcuKda3qi{-sak5cU z%mN;P)B=U;|1H)D+UO;-i1wAub~DIgSX58K{@Si`_vh$E~g(@kmDfCWllnV)gjbR071W1MWnWOPWt zWF`By<1D8FoE(BBX7zr#S@&%1cgy_G_m`ZEN6p6D-CuVdU|?VnV`5<7W?*25FG|fR z*4G1(b0>M{F&XkWtQSg+_gQ&_$#Bh$4bC0hJ35~)o_S74aVO8&)zxDb!FDv^=sbzS#J7a*_qE@ z6(%flcP-HQGI5DdciEKncJuD;Tk?5na?+NH`!D`~zOX{X_UHb&21`3HU3cYF%ir*m z71g6UPxeprV`N~6WMW|8hm=?4`9;}D`T5zP600{b*8h-$z#r|id$YNvggBqNE}9@= zn)Kl3t=pG)zhAtQtNG#e-ECrq`+k&|8&AJ^b7$n^KX%1=^0K|#5?=)e3WZ*_;H%_x zYl{wVOkG=W&m-wY`9^K7Gl>sB-D+4`F-K+cjpk`B=h}o;D^zX&U(tH1Ib2ahfl)5xwpj2wfwq*QnMKEJjbO_Oz1NGIOjljYnkk`@Ky1>l{>Uf`A=lsA9R0P^YkVr-4)?x+-nc8KK;Z0cH=8= z-K@3plKXCot6x>U{=xh+T2*2E`th!{3=9mv85tO)AVCjFX2=l$PI6l(+VV9U@U*TM zddeWN;>tp%WqNBw#XFjQ3O2fITz%-R^g#v>*m)bB5Zf z)Z=gD7?xPeh`L^TD5BQ;b@3yGT5i9Wj$1i0W$qu8m)vxs&nHlq@4w=$WiL(b*4Fh~ zeB?K%StGx~IYm?JY4nqrLpk5f4n|GVn6Omib(PF5fV<^L?BZwhlk!XQ`)_aZTCkCKs`uh!-@X_B zQC+<~ndOXCx@}mcvxt1F!_|h#5p5jvluJGQg#Is^+Yz+2i2YIB&Kd!&3MPNnuTnp& zwl+q+(@i}uo4=TI-znjUGnh1!we#_#2VeQUKDuh`EIM)Um`hB7)4a~j z9g1JHABOy>YM9c~mZL4a*W-BRqRmV%GZ;^wmP+5nQ<^LCV!^jQZ?7KCCCAtr=IFX# zJSuAPaYEvsduQ_!ChYWhawV5b@a9&Q`sZ_VUasyw;WXhyjOCM-l(#q4TkaL|{tC13 z|Dn93>;ucu4QJ#(m(N%K8!c7Izwqz->TBzlPCn+(+wstLy**=qHzSh>1EO`o?&zD; z$iTp`k%56hfB^v-7(wim{N#Y5{DNZr#DW4)z@qD(=P0fPiVGel1_nWp1}JV|T+hJ3 z0N0(IUzCbXyRUtN&TUo(h6X7}R6=z#G%)^T1UGa_GE#F>^}(beHUm0yat)IrnHVN* z5N42o>1JSH*w)C(0X6`X@QX82Q%j2V!4y_g&|6qAgBlp;CNiP6x6lIsy;MhNO-W@! zF5}TPqL-2gjlOAMJ3%gom6_<8(epV%^NDn@W*oU5-5m6+gfM4q1{1c772wUv22#Yy Rz{z08#K7<~lZk#_s5w)X2cVu#tg*L4bjQAtgUKpeVnfSU<6#K(8V<$G6Xx zo5@hX<^QR|z1tlRIwd(=2->iTzgk*D>#?VeCGR)ug`6M5ue=J3cqKs zHWs9+A6}}+%KN`4_uk4Yrtj6hPLsd(!8$Vz)w%N=#kHgv85nq&7#IYRotvCrlnQch z>qJMt!v+Gb>xEM1-|)-O44cKO5EkO3B-AlC)&F*f#m1b)TaG83Y}@1#bK?3z-^*J> zr$+qxZ-2htL^6Dexs+VVVu#y8J{u;5=4ymrF34QFh(mH8%SoR%!duOs_f9+WYk8c) z(I48;3|pPKDc*x`|pDJd6O3^ zo4@vc!y?f5zw6f4rpz7X^DfQ4{YdYOu#cOdoO?yc1Wwg(lf4x;H~Br|cevS66!*{B z=Mu+c4u7tG<(5gOl^@AXNdH$SYFu`W`}*r*@4vjIw_ZN{9FH23zV;0|w^A*3NFEZ;_Y_un=X*eCv?UZJG?%d|DFdm43bd(OVAaw0G2iO1mGk_bmC7(hy`<-J=JARGtDLR82Q1DUpKw8@w1+k6Snpwf z`<;CJ6f7E8ZPOP_dGIHPJ@;p$^m@15Z9W=1m$tg^ zGv}GBTGMPa^=9bH=X)~OrG7BfZDUes=C(Y?7=PvhiyD)-bCWwOn|sBqu1@o2%T%Wv z%WD^kj^_XTn&Mf-BB!t-BYaWI+YT?g236L1ANxM;+>oU)!M(U(@+T4X({bgdc?WA& zW$pR(a`yiEA3}e=zV2T?uXgouW6}Sgrmv6t_wV@YGsU9+9_@avUtj(2(eL&D|NNZE zc2D<#N9+7YJcb4Au?@dXgq<&!G`JnzojGTjz;%-ZtqD>O94!1;??pN+I{Y=@ZYw|c zMCFnLvp*j(!L`qi#vHxd{vqai`5w^+ z2W!;Stgp@N2@Y9Y+24_ISo4%1d#bdpv&Z6Z9FJ$k_ZJ2QxT(w799qD>@tW%LiX&gW zwil>9+H^rsWZ}A>&wePr2wY@*-~D;%k_fR0FMO1OiXZ!0JU6&()Fv4?(S5>lt4ZqJ zN-Hhr6bio7R1)Di)?qmJ+})(W#nsVI#AK**xvr+BxsyOa1n5%Gvkd=AQ0`GSl4j_iA_Q4bs0qwAtT&#OUXYP4>&) z{7*iW7j^o#|CQNya#lSr&Q!~`S>tb@s9xiEL2z>9+|Gx+?M@onL7BDYGnOve@n&7y zY_Wi8j*dUYXDnCOoYR??bMx>NU0;968G&lwSQlU1b|?JVO+(r6pxbe=?yXEuq<7v3 z4=dWp{n1ORWp?%TTYJ{{&h$Dk-R=IomP?UyTUILy?#g#RwC&qbrAr$!Zm&;H)Cv@Q z&41vNXWRSGo+CBQEWM{KLVvA(@y_;=@3}Snw=eSOfBGi&Qi?Nm*HurA%Lc8(Qq|2pKulrEdBZ2!FY`(BJ2~oG>|%;0etlSZ?hc>PET4cw(kio8 zWvuSWh`uiz6ZRrzf}Q7a@dTG=M{6}?p0=00JYbks^Y*Nv-jtJjKRycE6{UCdR`RB^ zLaiy&4n6H#r1qIh?{v1+DGQa$Zv$sqiT5o#T>EBMe%LLqS-jF7H)b4Nmp3^)VrNy@ zKC|ntxv#(OKJq)CgKO)yd9zk8zqY0P%}0j?CE_MO&Sv&JtA59Jd-JuBb5l2M`)t?L zC)YjmzWDL0mJiqL`WfG4?X;(AQcNn7W^C$oZ@y=&?T|&lMdqb#i~njX@?COM#J;?VpXP?^-F!8pR(Ih{&!?6*rkwgT zwfn8f{vyVRif5h=c$Cdwv93MwmM=PP|MfiA!VB47n=Rh(|K51Nug#ygK<{AO_1?V+ z7xGxkWVY`)p!IV5;;%FWH9=res}Gv zv|mL%s&lnY&Jr&R_faYyRiAW`DoUUjOgU^!We(%H{vBsr~-@e(mq= z^85aMjwjJ?pa1WzeBIyvm-budTzmSs z-EP7E*XQT|`}gwmm@?f?J7>!;r~|Nr&vr*GZg$M%2zRR6r5zyGiNeD>Ns{H4GD ze6wTw_a|##)&Kwh9$)Tn-nWnc*T1fP|Lg7I9{K-&TO~ff{@?TeKTmht+SM(5|NeXY z{$KwtpWYt-|GWMFkL~t*{r|p>|NHUs{@SnG*Vq48p8x;fub0c?FMTk4AiwYLuiyRu zf3M#EpXGnrthU=zj>rFh#b5vXUwi)kpP3WR?|&-)@A~uY)9?LXp8xO9^#1xUXT$%0 zKK=f8eSXiU%Mw4A8!oeO+x0iiA=6Kwvanbp<(eED4blaklT?UUw&Z~SL+ zifet+U*Dp7`Iq0GPOs`dJmvpf@yYAzEkER|KfiCmT=UcX^H2Mh`=?U=RQ&w(n6>`S zfAilrFUhw{Cd|0F{f+a@{={SddBf}fTzq-D|KAt!ACKeD9KV12?`rvdzy7}8_xs!X z{lDHlX1Dtv`}aTd-yhe1e6;`bgMXd<-tXc+`1i}*`~Tzrho9{KKOX=8&+h#1|KFbP zudzG!_cQuK%jFBB%evk`F#UW|;qf*$a;E{`G$!`agO8@3X)C z^ty-7|9yPD|KH2i|C4`zIUK$}>;B)j`t|=#@1N}WuUq0t{J!6>^zZ-wdi(wVKOZ$e z=*Rzkef>@Ohxq*wpSj;ZkpG{mZvXZEkvsqYI-mS+JyE{)bDha#`L*}@#Xc=Q`}^X< zpYHX)|Cv|(ReUD@U%>wV-edcB>(>|lJns4Fd~cmu>2J=Tl7-y$u^ugk?q)f|{d@RVea?i5pitGGK78x{)uytzmsN7Qt zRJ~YrWU|3xu{4*&Lz36b9_d?fG`rXwQV?vNm@G5N;-t>|V=do5d)+&4GS$I$Lf4_5 zAPJR429qi#yG(U?E$Dy9Cu#;~E9d-Yw^jNLChbrbymv*f(^*JeD7Z5|J?>=p+~p$n z6DM@-^SLChvPd7UZQq$&(d{|oEN z7pHY<9hH75b((vIcy5vV_~i7W+Q~3jNw5iie z^W);qy{q@E`*>RD;36x3j`DVeK)K#MnM<;kluk@7`vKHaog;`suJ97n_rEqW0p6SY>O+ z0}8S&H(gS@!t3HV!}7Kp*8NY5F!69tY-(_{;?9QH)!bt;$3wcWer@!n(g@}9rX$7j zy)sgkoJRLQIQQ&%lsfN$z!K@gOA}`(C`>qaL~5l}X6%zl1!Yn7OI^V|M?J46_1-bv zB+SBc>F5k!6Tjd;hg>)8dBU{Z(Mn1^wwIHM?PcDYiK`}FbDhU)bgNM5qs7sxIVE;# z9CO%SHmrdJ#w8(fkv*HrL)&KX$+Ivwm$<2MNGx&Q$e-a$u~7R?9v9gAvIDtRC#T;4R^|wr!Jq0x@s+7 z9`F&cU^y9BW_xPk#L2!>rt!!pEirz+#pj}e?5xRpXIU7VOR}$dT=jUZbe>IeujRxC zbCL@EjK1y@VBvGLvU=Ug*E=U?krR(nWtEn5%p7L}1CQnDpzyPUhabaSk48U3NA<|| zc#|S^j+ze7Cl^k5PAHUgQ25mKyppxCq|?vJ734g_D2VgcbD30?sM%T_RhXOVRR@Wy zMGjJyH(gTOyyIE4w+B5s8q~(xyov7;OD9|A6JLln=_x$TLQ*39-*1brNEcB0XyVbo z>2)C3fr$-LE*oM#={|F5YIO9JZsCwnnP}b{(z`|PQ_h6VCNo)H@^nu=nRPE?!bY3O zWlv(2+ui({bbk2u>|J@==BdVnjczw1mgKAnGMlC;{d!7o>#4H-b8h|Ta@H2Txfp5o zK)k8Jp=$4@c`q)UIH`8ZJfhKS!=4`RKYIQK1|IC0py2R;2ZzF3&k5%YJ+PJlq|vCM(G1OWX!|xG{MGR60#qS5hx?L;2Re zg20}H1eh?2uDQt*&Pk*mQ~=qw+|kM-`-#d4BmV*^m$;9c)_v?^JLmwGVtT2t7Lp8E zjhaf-9IcKk%uQvfQ{>=S(!2%YEv<@p)`Oom9W(#0AR)1&*#wk(mYBk_)`W8^9?vC~ zZ1y>+&(e5Vq4SNDrAd*H%K0CXZudf>(thwp$&sPrtjElZol29MpCBR%TTtindnAjMn_T^m%-X7oOE`E10rx5R@6SJYYL_?BI)nvsHxxcKh z=CEcy@e|ll8LQMj?}dtoT)G9f(hY<4*?$C-B_tpPicsZcScHsLc*@^>Dv`z56_ zB&;(OHcgN<@#x#vyS*ZGUV_4ejh$^9yW2MQwr%Wh+c>dp?&9u=i@9%mD?fXoB>aKf z(LrJE;;%04ZhmGLHyk>o(Dbx$?@=)q0|Sre8K4y94o^`su^xSWzkPCC+n$Iw9f+K8 z?qU_VIMi7CA#`3spG z(43Gk;oU`0`h|rDneHxl3^?~8Gc^Z<~C8zV`AU$xjD^i z4(Lnm6lVEmcEvTyzeGr7J$KA>^&1-=Op|44=H)A$sODkfp_~sXuWv3$k(hE}LB-#U z-%MY5oLJ0`PdTwp-3n9_9gB`B|KYX4rgy_brh^9-Ea7!x;h6+aRwpzrF>79O*16QI zcS&kzc8WTO#FB24*%>nyXb7#jqZW~TenZ9tKX7KA1Wg=llAcuxo>palb1!(#Quv^` zY`RDGlMBLgSv0px$IMi}VKBX7^5y1UG2TnQvlJ30m5+dCG<#xHIcK^eMI z=A(eiw=TWZw#^E$OV~lW*j~bP@q%@g#BlH8-Q@vEz6BhYTxa=)6l^YRn!4qPw>*EF zYjep&kf*w#o~p~~3S8nIw4^;^iThr+DCP3rH{j|cMc9|y=6*v$W#r@Vf9wYzaBA)H z5LS^|0}+l!!j)InN1w zyQ6a!_Z-k?VQl^)m1%owp}QsLq|ZI_Nh%)uwMFz-3-Rz=as(w2K6nyQ_UKpf=r{D} zxAG8HshfU%@f%1%@M79Smstsw8XwF0*bg267x+k7tw_$nqp4(%+1_3wru_meeU8V1 zIeL!^NS#+y5$5G)$!vQ1blVXHUju^^6=DlN8aO@9Y&rIrqxZSsEypU8rY|StJSCdH zbOegcOVYIdI9CBw4}q%c%EqUuZ(?;%ONeWLoazd4svg{_i#__6cpO*S)C-Hggb8|= zauyjKYOQQ~TH15_x*Z1_+e;N+0Rs>9Oh|>1GhyNq_eo2R&sgF*v ztC;P2`VyQQi~cG|NGzEQDiY>Gi-gUNZjVNw0!@Eo(XEdWj|5yFzHZ8l}TjxYwE3RO|RN~ zvB`0=AGYR)eo}t?f_aWYJB3xgDL|s_(?3=2eP@MpG+6D9a*Z3fgLBPmrsa-rM3;-o{q{8w@KDceYH+afgqHe^Ju0>nRb;u-YjDi-nA8_rKf7eoHE0`n?vk4>mwBRZ3hS)j9=&IU zqX8($K{X7_u4af`?@!-WgJl~?Ao{YtGgFE1{LIAmQpFZCveYLnSw3Tl`d+tL3WlE9 zDG*PkHr+jaW44#7-Haax*}9otDuLPr;?OA8nGm={J!r}Dh$ZTv{Qmr6RWGRZv3L%P z=623?U4l6h37a3VOY2H4K`Hn*JGxDr=P_|!(!_Zs6G2T0P+|f#B_8t4c_Vt>`Oc;% zjs~F22MR%0ORTX+!FHm8?0cSjYOnLW2fe$VK=!zsji2^?3KxwvC)YR5e&TflyBk;CS57g;));0;sm zDLjorTqeh5{<6N}RGDb)=%COE>O*|`=W4f1!RcxA%*WRani?HExm!3m;0;rq34x2# zgBCxJSe&l2Nnt{q;@XLzM$)>AIg2(P5I)K=ZF*_1x+4p7b4eellq-goa%Lw^Tr@s; z@ngaMvqmcWGoJVfSg^d5SvzsE!ew4orS%o_9#(-`eX-znl@v6|vl?Z6@yRN&>C4}| z?joq(WVvJ-rL6AwOnM&6#Bdw+9nqi$OW#FMGp7eylQBseR;d|Q^%+)Od%f5c)Ut2$ z1lMFIg>4MJPEBx*O!y3HZdZ9-7S5>%9O;DJC%`&Td0b9?4%;R&cs@x*?6x`hY@bZh-h8QlJ%M%h3z`B}C zU`}L1IMEQE`+L%adxht@Z?;{MzT+ZD&pL2xr5EZgHc8VeHPfm-)2eHxpqlSM`;2wq zc4=?G;+xv@#3N)ux$$~NQ-i}UH%M+&ZxmbXroY7PxO;bA_qvNLo$^UiH%*H&o~U>n zJa6!ASx}pM^X7w14q!R-WFfMDQ%?MX`SNcUJ9IQS2;Jlq+TZaq(C=H(Nxg3@+Mi{v zE89qj@p|1-a5AR{ZUyGz%~9TdElQT;`r+&`6Z-chFw-}C=u?^)u7 zt*r>s_FnwH*j}qy3LkYKJtW&xo)c_%3l?h~Y>RH%x)zkA`awym8lI$HT;zUvv9R*_ zwh5(2kXnV46;5;UizMf3oh{rviTxlbqk!smSZkftsOpPTRY^?KR^46h!YnM4z!g$| zk&p_%dBjYQ4V&&H6q+1fZT>XR2c3{P!)brl?re2!J6TipDb zd z_pyolGzS~gODRxEe;pc%pu#OYXz}%k#o>~j@f=L*V2k){FM3WWI=r`@(@f;Yis}s) z7dh?%mma3@v~lId)GIG4VymJ{dqGJw8(Ke{e9RMmgv0C(mrY+^0;neg>VWjYv$SQE zs-@Mxb=#-vsPrM?a}GqaarHTH`3BR)Bnj4aZ{^Oln}qgffcr=w zWjTu&_buKpq_duL-YXxhS!|Nb-eWR*U&;7_Mq^elhLi-F0gG?W_R8L~{Q`)Pf%evjkgClgQzX)YD-|XGVmpo^(q2>LA?u27gOFORqbF>Wb zTAqDuL6B9Pw2$eGYw1lvZU_D~1gxB~L4Qs4giC_ACDP4j98T~%*2CSB^J`PPsoWX4 z9_Pg+r_*?(mS%4|7}A_st0s{u@|K^Yx6AkUpmOhhcpq_k;_1oVC`qeRt zK1O`KmkMVaW=uJE8{(~mDHC^qT<7+V`*q!$muEnF9?P&5U)q_+9P=SPM(&!BG2`O^ z&DhvoC3*HYv(wU~ulqKv3#t;`cJNJ)fjbT;VDK+KiFHmj`Gwc#x5=4FrP8kaK)6ohb8M2CpI0J zx3ofedC;zQd*l5}rszFl`n)^4rySX!NSFXWs!|RC#>T_40*&xsR_|u+a(Y|s$&Pz*- z(|NR(uHFd_y=RdtpR{~-IrQ_lO5nWlw~BQ z_7wR^7{6@Q!4&o8;3NWA)@^JmpI-Ot+m{5q!P5Fk?#K zIZlWSIDXwMpW19Jnzvw%dgQ8j39!WZQi(I3&$YO9`jcYf@;AKZeH@?(vS}*ZrYUfn zHihgrU;|0adu=dd@;TE3zJ=?1PG5F9x1^_N9w_)iPH8-!1rCY;NKou(zE_rb_q^@m zIoWCHJRqN&U2oXUY^1k7d5`SBgBBnSEsjfjiq_4{GFW?_W$B!vc@dWW0p}*`T-EOZ zOFV}Jpl032iqx2S$9LR))?By(>@P2nkHP-(g8OUli8~4JdJb+bwmg^EQ*5;C4qJtW z^y9X~L!yUrYywVcJV&z4MtkbqqIr=Z>x@sH4%9r<5Y)oB6p}KYw!MzJaXRjy-D>v7 z2Ug@vDL&K?IIGfl2H2I0Cnbj{xgF)bxSjiT?K?rX-brWj&OpNP$A{!&Prtu!4Oq(2 z?xpIinG&FRa*re|qOH#B%uV-r9;x#PhF5b6GNypExxux$S%S5lPuR}=T5d^C z=<}*McO{;KV*2a9z0CYUOXfb8US|bLz+1p>w1&IU`uv)?=^4*wen|~DmGOMmO-Ybr z=A1S4eWKwyt72B+N7=^?nv3TOvw@ufPQO!%ZdInewRyK_Yiz`Kjnpm0haNnick!HQ zu~FI~+nN`r=Y{W4o>Gu8Wg<8Mzl8eC&GMzq<`TL6cKPDhOiy_{Z*g4QQ?hR6WJBRd zg)?#Af*yt6W5=3R(w^GnJ>M1^VGc?({hOs9%N(;%PcAy?q8W7VvcP&d8;N!=$)|G+ zKq<=KamK6I)wMr})M#B~iwevwL@QfzkJg{db#DlPz(*lw2U;Ouu6T%l+{ zENd)^>j`~6Yo{@r{dZ6noNV~HWA!=CY4`VkJS3WYXkj2o7swG1T~H_5JOc-QMCrPj za}7Zy%*~j?O}D2A>a8!B{}pTA+_RxbPTwU*{8}ied;q78r*qDlrWTd?t>ao_yzaRQ zwn9;V&79-wZ{BV#1(i5yWye58W_oe2rrnHZQw!(!2mLshzT|TfMt0HHnS1=V;&$%W zTB^n0?nCD{(kQXOe zzKnU?asLNLc%HBu%dy6wlL1_kA@D}Wf+@o1*~QMYcRX+Ixu@TAaPbtu^QOfT#dCW! zb1sJ;>fPS5eck4d4w}mIKzZ#Ew62&^^yue-N0oaLcEv`7Yf9dD-_v+$<#Vf^Lce2E zZg-r1&tdK(X?`Q&abu914Jer$DTYM2#?vF88;^dj$b#tG@}6z8bg?Wb<9sqW$h=0v ze2IvB(ys&=t<)>v0>KtuAlS-B*!JHx&lmr8+I@leu?IV+1fJ(?ejemzn_m1d^SkzA zugJ$yJ)jzXG1#TA;4Xdj^T4a03}0&|Z2i@0xME7(ndOGyl3b0y_|DNkQwyD=(q06C zVzA0jBIMKxcy+V#IrHl0%vU}iT=9GsxM;QUlKeX7?9p`}1@-(Tr*jJPO*MK2&N}np zS!W*qntA*I=h=g1IBLS(;b#>tS+G;2I^TQN$Cy(qo;QPB?j`vZS^{}leyvIPYV$68 z6S&;EQhewE`~1N3pmIxX_r6WjZ8vW&R-VTX3P`C`Xh1%@x#D8ybLH;m%tt<7?0~w@ zz{^;D?(4rHTz20%!t;`A4qb093S4=y<2k4fg13@X-B-Fyky4yje{h$V=d(NmQ1(7K zr)1s62hC2L)31xZPgRi7n#!|ug5y#ZxF*YwH7Or!S}N?MKE@cAH-j_W$2n(Br&KV1 z)PC%>>ukY$tH%yl63K~2m4CM8i(kv;09BJypI5CroZx45J)+>L<-<=#$NB%WKMugI zZO{U8oOe%txijq@ z+h$`nkdoQi5+?$?Ts}&_N&34$MkDnII9b`ila-Bpq>a4dy#8aCiXp|ZR_c*rv+E%R zf$9%G%_^L0@DPXda?C-Q4CDv}@62ZgGbS5eb~$(M5%1D9gp9O(#uo^AU z&ssjxT7Kc&{!Nwp4cI_+=(^+JV&tjhd=al5=lPWn1#2#z+wW!#$}d~s`DM%JiCaJa z5C`X%o15Psv)FBT4%9%^PQT+dqo7jmk?>4V1GT3Dlz2NJiTBLrpvl7L)y2-ccRZgg zc%GBl>t$hC@*GgehbxwU6x7paoj=pfA|MOod$=Oiqq zUIKRuo-vv)Pt&j7d2~64jYPYf>S2wP3mWiNNT8qf{0Qs**$;9+RcJ)Ty5l!{3&90l zXU#i7J^$@Lc3c5PGe&j&^T@5rJ9c%uH>?Xfw%F+_sE>3kMm_md?xE;jPV*_6a%bgA zY(VutDD9NN8+2uM8_Vn*t>>q#u1n;pdnd_#{;Ng1;klDD=D2-2=q@&oKYNes3s6fi z1Kc)4)hM_AYQFe2TQAACpsHEsxxq0@$;sClH;X)MOFX!@g|i(hbMYLc(q1s-@;UWu z=hQQvPX@JZ$mp0vT(EPUHg66uT6$X4$jc$R`b1k>NyYm6 zpz09h5R|rAP14(%rZPK-pDv#JYSDghPRY6{ABuP$ewq+=CdkctKB&zGub<9r4%&SA zTsqiWn{%$}_cWfjJ^SWZ3|QNq2dBgiJLr zDUR=TCeaJ$VXa`!ubFo|*B{&%nQ5K;q51rZ=d&y&jnnrWIv)3Jm(B*S83h?rK$f{l z!Yp&M1X)(oR$+HK0@R5-)d4Gpe_IO8^O{&;x3=);4Gc$ChGi8#`g!QlPo9r8hGO%C z+3dcXz-sFvHU9;wcXn5P6tv<$<+@Z1)H*0zoVxzRElRGUdZ=P;pZ7cw_ zVA1->HHlAa8jJRw0C(a~X+Xn2d|siu>!GKrsx}^yPiqV@+Tr?Z=I95U69;vkxtjuE z+4{CiU(k{{{A&~>2ryWVBK-nz->1R{g8xK&c8O z_h99eiQsa2<4p-wzF#M6`vZ_TZE+q`N6U4?V-AV(|NoUo4q_iJ$cpRmM^o< zY3o_5$3!N){M%f#AjD{j6Wi2D@NUr4C7-7*{akVTTUlc4(w@}kEe98a-FayzSLG7J z>ipL;9=@4Vumaq{^OA&h@VqQv)}+3KHm{n`-`MO5Z%tq7I^U-l<7aGV-G)osKdbHB zuTwP-9k{tOtt=VRcqur{UDI;R^!_S0Kss z@RNl|#05`_5X|Cd-=>OvPB!tqsnFIONJ);~w?C1Go~HKo3xcZ{j3&=|oq5Nlowsqn z)=GVI(@EmbvGgOwXXo@piY1AF5@UZK)|Lp=fo|5uRDH|7u@D~?Bt|gdGoUFyR}~v(AzxodQO=yo?Gvb5t8#<{Fue)|ruUk7(&Trob}o8)71DgoM&Ik@79#MBEbWb)hZ=&i{X zF*5X$gqNx&hujYJoIWgdeT$t0=6Hyk)ql`X=sEp0tEc!qhj%WDWs*nY(5R z^U@M4&|uzW$Y7qDM(UE!{2WueUj8{`l^(=aoX#V+w8YAM#^iHT3nZByf68rqZe_$b z_0r2ZhATj3g1hnyrc69%uMncO>@)XkkaCcwFJ;fc9hnyM4~BUjta5HgEJD1N7lVds z=fa0-(cEXu)*oaw_wr7)8)lEE7FN!Dl>8Xfn#1YBU0yF`qkG_uImv`--eXS-yW}VE zA6pn?H5W97`Vu~ddg&)<47CJ2hH3>FL-l)JvToC%wLCqiKg)=F*-Ny0y(|L_lWs3= z24!m>P-9D8Kuh%Y&(_kZm)_n1_aJx8y}Xm{+ENeU^B>NB0F6Iy2YG52!c*3uK)-QL zf6eb+|Lw)#QEN~)_p!+R+uD!sonLyw+)noV{F(7VUdM}@p+jCa+EeFL%=56RpRb}d zwWng;Owd3SXsqng&Njwi^@pE!rCCf@lF^vjQ-!7YVEOuo`&y`%QF-%C-e(CsTCF~k z56;aGKh}HLWI<4hO@NjpxLkqNEmMkKRVID4iEF;Ew`TQ}dz)JgFF;4-EFV6XtG@Y~ z>-9bA7jQzm{6MJtvU|-2a->BN-l{?Hd1$iQ8Vj$9XZR zWn}{I`5TovM$nRr1%8QRD^sG&YrecHLlWvaJZ zOZkJ`tgfHQGiX0Jr$t?CWBe$fd2-bVi{I_$Dk=}Gmw<+Kz{v6OK0c=DWX`HtLI?gKx9{n>- z*|X1mhs`~sd0vuFZO})_HU*zE)_%@;s?zM#&a`(ujls~tu9$~<$-g#D7cyt4G2rVt zF0{HU9mUx|7+JI@_;I0Tkv$l z>%StL_CIcXD%rvJ15~GARM3!N-kT9+eiDBk7+=~s?=`sNlFzJXt$t^B<&AS#3vJ`< z=Y`L=zdf|eU2|`8_d!?-|Do9bm^jJl(>cu;lVm_0UeM$LEY%13*__vzm)`OGCTv^* zTobL+e1TQEz3p%kNXcDxPVp%$;A}+#4U*LRq&sBX;pEqsqpLI0KpEvR@>bp9evPut8%cycM=>1y8pf_`DWtZ-Tq~ z`A1Ki+pVScKT;!8VE`J7vN zqI&kF4ll`%dn7P=E+D%W><14!9VtEwnwkT3u4cLK$@1B;=iJAK(?HbOVh`n=BV4)nm?*E#AvFBi=BVGeeT;syX0$*&C_jZ zTzza7ctXnP0h7(QP1h~&6@SB81ncX}J6^CSHsZTNst!``%4SlVgV?<1rt7BEf%*g} z)}8m_^|O(Wu<3s-xt;s9rmI9imw_dypUU%W$@FjgDpqfqE`%SbHw(((mZ4 z`M%R#;>VrK;Auo7^|{%HmKzzYd&2ttLb{9wmhrKKk2MVyb|+r^O)@Ayc3|a{H1J&U zhzL?W9Ge1J$#_4%NHkNIL zSf(p#5?L@Is?X)unae-n9DDLz%ft_$$s}8FiIuI; z-NHG2`plXSk}qovE`i2AuxOez-BEMq=J%j^w~}=;C!d@8p!3uEFMD~tZD!em=0{$F z`qC5OLoJifu}?eqSorvM?$>o6Bwx-ks3_Bej4q^<@ykDKYqfdMRj>j)$%H!ok?__A z(%U>0Q2{EAE2bFTvYef*wZv;;ncZ6LFwMnt`9UG9l?okMdltF!V&-$@?B|6GFO((P zF6CgBubBm(Zom8Co5Z21g$J^a^>lmnf;4KtE1Cc;OE1+$S2*7O;l5^VtIi{{6x=HY z^;4g9YP810O{+Ku>K9-nk+(G|Z);l0?4;hphfv?nIcw^-W4p*hFRhAb4O|1LHm!H{ z)>Kb1dbCpxI4ofeszQH3eeO(X!yhA6m;y*$KVurU|9Lc=Zg{L;CZ@7JJa~U z{j$%xM;3_Od~Y-LN6&h8S^g=Y;XlyuCUnSZ<@`sLdiy2!dz9AvzH1&|>%ls$R<7*N z%xrtLtLax2Rta zatncuuV(p$$VZ0AE3WE4R#gHUUv()pyKeF5@=uQNPa^O0YXbPD7%j3&4A4|w1$Bp} z`l^1NRmVS101b{vzP`xW><*HAmU4zC+%*2>>9~gz37@INIGLJwXx^uRw-x5~fVP;y&$) zyT>c#ljjnqOuPcAgC<$c&Q{#5BCzgBqeiOA*NYynKqHV#AY(-~+NPGCwMm|~_cV6K zM!Z*8I@3D&fx^<6pfwj~QWm>5J-sc`f0_SSW8mb#E1b-3nXp!9k5^w{r-W$vg`41B z&4*I|e$ccbDCOia>s2Vm%zL2yzPWG(M!#3&Yp3W}&aPi7+~2s9KPaS%ltS|0Y7rYt z^_Vy}9S+d+#UfB+L*o^Ew)~Z__A6nLub$UFi646qcuM0HxV-gIG`HBWy-fO1o*BQD zj6|wPDQKi65E@~Deu48N0_QJS;qMj*?;HlE7w?^4{MfN;$|skyqC^=Du%;k4n5Lj} zMPE8~-TTFjz#UN=#}M#{Te79q?Ce@+d&kOB=nSJK(Hz$ujZ7n>!xQK|^N;e)$27WOebgZ+aTP>Q&8|yf5wBo18;aQ)3^_lLWPgtU$x|OCZDc&mvde z^n7mY{akp-=g4KR#E%_t^fHDnEYViqbFi`CeSBr1dBmZ{pv@Q0aWZ?slgJdWzMxJG zQ)lb{O<(Q4n-oKOZ7F_M*BSa})u+b9ede|Mfo&at_54Wd`3vWs-&DC@0@SH*wv=f0 z+8Fwbx$dFz9Sc7f&Bb%igUT^@0jQ?&bj#W7RsgVr~xzVrI!75|N+I||%& zEAf*sIR$H=8=L}1nlUue76eWLRS2M-Z0dp7j~w6Y4w)V{VgWVwFuHCtw|=gW+87)0 zz4&}Y8K?pRRZ=%&E_a=;R*Bg;RdlM+t)Dq414Z+uM$IYPx1mh#zZ0a5Vlnj+ysc;Q z;O+62-!)}*-ClxxQ=&jUOpG!3isTcZ-iHcO8ku4wvy|g|ol)oa79lJxS+I5M59Whr z&5_nrOuhc&`KMDm_N?LD_W{%ZxCN@qVRI6Wn#_K$^{ROCYN%v?FWXH_Y*h@%{s9?18#D zfo`ysDS>`gpmE6k=Rl3bYEW=tm0Ev)ggDPvSmK{u^oC^*?FH^zQ=iK4@Pf{+xz)Pu0Nnq1Q~XB#%s{Z6w|&Z zzvXVS);1ki1dWft=2Rdh0%$f!{MtG3jOX33Nf^j-r&HQ-50vlx&R0lwGPw0K2_>qV zg8Z!GBdq&Z+i&B3JhD)&MUb{}hzex{hm0P1UEX{V&Vt!XXW2XCjiYl58WR;1^;W6zyO7vEr=THCj& zOzwJGzBsr|1TJO33sfXF&fPrSb_x&wb7l1LK~RwZ9f<@FmBO3AX4gID{d3$ARMhmf zya(Itj&}ER?IWMBc06x6xViY`8#eIDJ14V{lziQT$+P52EDTOzbT#*FD%4qx0&yA#n>@IF20#}|IA8GGv1&pU(0*=ut;-OD07v{A*J0{AQ2e^YY!f4*y;J!sYG zy5~r%PQQXzklOCw@Q!`{I*>D=6ZD2lBW&YOn%l)fhCZ*uhdx=B_Ei02To|-*UVOy& zX8-HO$>3FSpo!>qrtL9?>&|$`^n6?(qp|e0WpaRK?0H_u@*d5_^XeT|gsgckel64s zSr_{r!zqP_bGzJMfyUrs&x2ODRzX&{R)%R=ezloc_0P^TL<_X!r2JSz5V#?DX4ZpM zhKGy%J_bE#E=&jk^#u-Sz?T99o;1`FT>L2WNLga+VwK`_9w}8wN9@T@HtGFF>((&8 z@$-6H@4RK$m7OEaTd=)%whtUM--1_;) zo2%gN$Xm#CGN?p6Hc`X%*3TJ_n1ey77qbum=@MB1()BVnng=w;mAa+a?E02t)*bPZ z;rHx+KU`#pzWhrVw2Cq5tgg1-rC#~25bAfB>+4M4_-UYzhl|tg4CGArRwHD(E2RUdQ14+eDHbW)z1sX=YZk>l=#8b?!3)A-71vsXg@xc z+xGSpXbkQvXcQt4RoBP5I}lxS3_kSw!`j6S+=3kDJSs{8*w%ifhn+XR@;T=UbS078 z(w?ew&!mL!>^rw(l90`viA4**Yt~R!e%WlUnzwLX`X(#sDMqh$Le?bOrWf~mzwuq) zqn+9EJSCWK3g$91xK)Q9nA`2m?}ipR>NjG$3M*UMn?U8FBsOnJzN$2P1z#Wa%5wH< zpC{7tx3{y-KjUB-aB2mpLElpa>*$8gsfvrRJs)tsd(Bn-9!A7S$ETL*y`0nAGh3EE zZ(&~A6$n~mgw}}>m3Q7A8}VKP+&z|_4;~I{u1?=`Y5Lwi)<>2PF_*e`K5sqx`N!W% z@Nk&Tb?^#kP;Vsj$nNW$;b{@fpFy=IXpRQ7&H~obw*d_hvi5@NF;E!>9?t*`70iCT z|I+lmXFeYK30k!dYOSHHOWw1gEN;PE@i)gN2yisJfm(T>#mhHilDoRO<6l-sKj?b` zDojDGD%2&$iEsBfSnF>J1y5*%&3g@5(s{VywE)L)xpyZlKn($;I+|taoU*tG>;Cj* zpdsDwpwVy8W`>LBZpI`ZE9Gd>o_}4qImit%nhkC@L5Eqld_HumQpX7FFHmm@R#a)X z`5l^iTjIT771r`i{MtG0EuWLNKocRzM6>Ht*m5|Q%+(jx6IPP}iGarYVJp*u{H#Ii zC#oT{$Xkjb6IN4|)>=1ft?!XOEoJUpb>So0Vr%#+Ri?K!2Dd=7G>l8XSb&!gl{Bjx z8|Y0}jC)#Rz&Aw-R4iilUAT6`k_LSBT+i+oo2TzxBb=gn2y9+bG51s=Ljah?+#-L-JY7$SuD~cJxL39?pv%`Ac>q5U{Pa1PrTy`YN z7?ucOTfoM@X6|usF>nej%e@GlTRiz8U`F__Yk9$c&i%&d!_DiJnpYZLybX;Ct?}+5S@Q?Gi-9K=3QnQwBeRo<7f8RPMsw} z#m6E9y-iwl>*tAEKRMpkn1IqDWZfrd?03#%rWfJIo?7Y_Xt`p`ly;lS7*uSajx5%oT;gJQN>JLAe z9G`j#JY#|}J}`0X=L+{HWr=qePq_%5=K?JkoShw0Sf6!hZ~cddY1o&LD`!7f-tzfk z#`Bhg`8CH572BQzFa4Z&+lh1faz(p2kFa*dKt9WU0PeFOjYTl;lyTlMDX+q^tq?Xx z1X~~mN{cDr<-Mms3&cV|gXqvrGMxF3lw;;i+p*>=$STY=bDJvU%3s|AkEw~x%Lcb` zKx&;nmNTuY5iUT3T()w(j_gLhwGfpMTf0 z?)xa1r(wPZRIjLkmQZ8#Y2(&_XYoN(yh~NUUBApD-N)Xft{1L*C&<_9)fRYSK_Gkr zZ}FT8yNwlgjyCf>64(~^RDcG2IzZ!oo9}!`?%(^S6x12UHi<8s{akp<=aU)FTN+yy z%)C1TGT~~U|A)&<(fm%{4~D2i*w&PFZvD)8>t_lmNrB3F8OQ?DSidFns)+iCjm_p!S;Dw`g!EiPnMT8pt+t83aL8Q*CA{0i{^PaDtOi?1a=kT z7(cz2vKx{=L6f{6iqA)suX}DK8GP^ju8+n2Ypmmq-{~AZ#*AgCMHoC7deQ^DH>4lD zRN>@|@5v%kN4b6rt!K6a4Iw=RHSYtVlR@c=)0WRUzh=(yv#Q&;UrV}5Sa={7F`ufa z?JuxAsCm7)aKRPuR;nQQR;s0w7KbQ#9bGP!Cw?syywd?R^4e2uq{h!F&MCZ3$9SHX zA>R~?dEOGc%_VluR`XNE>Or0Z&w)KlIkQ`%VuF%>wO^s63F>P9K(#cL9ydVD9Nd(xsJZqZMM@esE6DN$ohpwEVYb5BySFoEP^LfYLVyboA8V z6z6ke?&roWpCj8|i647#e4gMrQ*e$+JofkV&C_yu71GQPFK8%(_W>S)&r2TqdFD{% zpHF*0`-YOw!e^a)Hn6;zy6;V5=Wa*PDsaiWAn#s03mF+pm~#1S`n9v^FP?4Axe1;r zmrB*Kyng27j7-J&Z#SmBFt#)`-}Eylr5F?zX7Kq2v-y!`^A%^GcQb>}H<+atPi2*# z?zW@IyU_M3Xe|HYS;!(H$O^e)TU*-;<#*bY5SJ=iV@TCjTvGVkrL{>JxGe9)U^HriXQKGvjuw5hAVr?;kjiV|d|7QCOq>)2V5o6+9hZRc&x zVob73Z&@Z{jD3VZG(r}LN^q< zeA7(Uua*NffIutLKr0+B!Ap`$KTln%{4;MaX!(ZgH+M$x-pa!Xe!phro8NggXYV_s z&C=^tULbh?L&7HjWP3ciOHk6FzldqiK4lrvx+VlBO%^fm9`_Wr_)Umwia1ps?1^`Dbpj;9-y^>s^GXI%H;Wy!xYe$Swz?L1X3taytRX_XA?B541Ou*}P1FfJ-Tj%w9`C0j^ z%-!!V)azvg>hbqndJHY*1m~yt#DC+Nz13EN-AxtL!s>x<*afE!LoG+phTXnE$mT&v z3F1+}EdTgauFRv}*Hf66PFg5pv|>sMbk#Fxtqo|lnau)RID+QCpov4v_)hAX9h1T$ zlzc4Fk}%8CIVJNVtopS<>w2`7&KEi*5#sg!MiOXm&3f)PrRR1ep4-4F0NP{+9xsGt z%_&8fDwAH?I9mCG?3rs=p|v!8t~98&ZhHRy;`F_0d-l0ofR_7%W=mju=@*0d()atX zzYkhtd2ho}(DL9wH_Pe-JscY`|@$TRP18c&ye zK60tjrXRGAXNu7!q-o~FUW3P|zDGN?X*qbI3flBs>hihi;PGV8+-?J82Sl@_CypMrq>M?5enM*(OytI*i8Dm_2Y(dbmRmGq| z_53Fau3Xhpk1x*w&w&?#nvAeh7C;A1%$)jphgZh#4euO5ryCp;)=a**Q|@_+&%ZxE z`~$dlDyrV#YAnRE%>uNK{=3Ody*Ja(?~a#f_5#fbS4=RvWH~!~*U_u2>wC0!ig-K+ zH6^gQ^M}lRP>T$-Zv!+;3-a7Fp4-nae>a;dX#b<9WL_^eT{|AWEK9u0Z#NTpYvla` zQKpA>_IJ3Z8eOV1!&sY^KJDD&zY}h^mYzS?Te5EE-2}eJU+45_8s}*r-LY{Aqjb~6 zbDKf!d@qn&pvND84+*fB0WF?e`lU}7u?=%$evQgc{>&yy~WVeAfUr!K4B%BzMJuUylDwuteSyklWte}`dsmA)?S&<&PjA|KqhVGe8}QC z_~~ui^d8Q3Ec-A)BYE%7-){Ztw-h|832jK6;;wrqsCWJ}18-viXk`MZHH~z%!=4Rg za^WIPL49_3 z%qXaoeO&q(G=d6RU^&$YY2$ch;>SG>Hu}eQ!G|b8BL*P}n~RSpQRUf(KqL7C4F5iHdK9h^ zI`-k2eMkExy{orwo6D`sd2RRo##dDi(Rm!Ytd0jvOU-|&D$Wz^m@D+A@<76Jmg=~) zvPMgb$5u;kd^X$k{NMMrFXhYXdH#1xyqRL~dC#8pt_jx);xiAdUO7Q}HBbCcCIM^J z7oQsr`f>i+bLI_Galx@tuZz!fmz z>{EqUs%HL_HjL18TrhoRv+=qhu+Do;4*9H&acOc)#_l{}ULbw9<~WwK#dt|R-|iw4 z;wA8cu{j;ACpLla+zu~IroFu^yXIHg{ym(rl%+8)?ODe`FHR=gTj3ScxWw{aPOhJH z!1&RIpe9Fti8WIaE}TB2XTY8wvs9${o*Ua;?l~{zzx_MUH&uwIYUWI3Hf>djFB$Q* z&6__k>6z;4Z5AvH&~#kL&J*Sp0QKRvpt*}K?Dkl=eZd9m#BY@c9G0FsBV!n_(r9zr zZ>g#|_k{{pz6&UKo3lPdUE@nbqu11#`HeSOpFQYV9kMoL6`$7A{GK`g61N1MNLV_7 zu{ADDtT9qKZOw;B`HRu3g-@MpIP7-SY4L=EZlW-K*;AA*?Dkktu5iJ+I1{{!%Ia z@-yF;O7$0?jXrls{JA6irE+GZvRZnKpM})78E!uu)gEjJY_j2($eE&W9vZTXMJn&P ze!62nHQ`tLMQzQ8g$o&*)ioXGO`mCcC!D$8=`Yv)XzK?`6^!juh3-@yNLb2J4o&4+ zOLu(MD|#-w4I*Bu1t@ zI=B18-0}zKtPjp*=c)U^`EJjix!^4IwPU{&d(7of+q#FscPiC)d^Y-Qp0pvT$y(nS zoOsIbxxU-OTz-#p^ZCaVsmtu$x=qrtgiXdoi~H4{ zGk>n88@82eg9yu z%qJbn-K%9(ugoSLngT97q?WGuEVJ@6&np}8so(1bo1beq&Yiw}GY2U7R4D}>n0x=* zhwpnE4tsGztXwl?!MW3C4oZe=y3T#>F*iNn`OX!4{&!0RJb(K3j9~Lrp(~YJ)(eU) z{n@qS%C#R0-gGqM))^T9j>sQ7)z?(T-2;WsmQ!vA=JtN#-eUuaNc4c6r(FIn-PZ5F zL6s&rnm12*a1NYUIp6X2-iyBe(|&dOk;J7e<#GlIOHZBIegIs|fs%k_(er;N+b-L` z`6uvC+^}Mr(6hPIzi$P3bM?s|Ic*KuyKeoj`_N;tX3B$e%xs`UWVD$Z?9ZcfpP!if zd-wL`^%Az;pkxL1=AFtd>-8cQSykmb8~oLK0E&HZ-Z=+N=u1V)L5|Jun)5I5OO)4) za%kD}&gND)yZozo!RtMu|1x9>A~Zp%E6l6lIkb!n>aspR(fa&@bDIs`+a!DdYrS_) z$sl{j`l8vVBk3suMOWX?+rFLMBEY zuHD-Bif6~N_kYX}gF-cHA*fvHLWJtZ=d~&4|K@+VY~NG+ft4q0RmR@*MCA>7DS)kEfh#$Ub*jB+iTT(;jh< zW0%4ms|9iFKldLm<=wPZZH%^@Il~0XR)#B&NzT0(y}C`%{yR(gJ??il2^#`IMF+T8 z?G3t9DZlfx+?`5&P_ZH~1MEXkSye7tcb|Js#oRwGFVjyrf|EEX?M$Bu@nY<|J^wFn z4Ek$ddTUltqiw&zo>^MX{Q`&Lrf%P&aY1VT{s-G17es8W|8O!`^53%syYpBDrg?9G zRa-I6s#CL9EGlYr?>DeW<-FkB_)MUwi1UJ!Q{|E4^(}`_Rj^Mp_;c3L{Arhh#&v}s zU!cLWE=oIGcFJk(Lz+h(oDp@5SodjKTB>*VrlqF$g60w86S!fU~{Ta46=4OGb%g@Gca&(=SuFc>a|SA@?3Z+*#&b z@CKSWqCH=Sb?suEW_xHubm|L1ryFaHK)!QYc_@=xkp29&TCM!T;tR3cnK*W<-uMP_ z0fr3)t1JsEz zk=o&Xr&zh{4t+Qh+9s#i@>I*Yn`y1$l%Rq~Tss8irIq#^g;|#H2xeK;+UVLVx&IKmkH+*V%s>NSld?9ux6US*)kDm~Kg|BnezAiA8drM7A z;!Y-x^*c^oSo0JRJU`KLaZv)`TSeetun%W2gYKS7n@RPW25lb1Yq zzwlYG?P<`L8kU2u(;0NRwzLHZ+ibCZ#8%H%4~=XQTYIjmeb5#yMAzT`UBMlR+eK{U z9dGEmp69+G<+Sox=wIc$15YovY~Nw|VqJ9CJb6}Is4I6ZefiVy(&vBoOSlZ*gh^Jl z2$XqW{LHkaE#Su52I;+-uw*4-Tkp6fx@jJ`p5Ja_YwuQ7$6_m=cw_A*{d$cHYaF_n z)_yz?y{FXlk<}h`pC9EnWJ<2<9zECJG#A=zx_jx(ABmek1>e-PByJb6208EOIgs_FX3{H+&XsdmEH?o;!NhR9#)JEys3e2eX#< zyCzJYRIhc&nC0QMp1_Zv1zWxf{i%VpK~{!`d)ED9KU`I5FP~I*$d}`1RqKTH(>E;z zWwr8^ZS%z*m){7j)7_QM@vF*GV_i7M&#J%89(!3JU4ytu3;!Q{aOlYW64TZh_SKr; zBIr;RXPe!kyL?i`H!bha?i`7G zS=`q4y^1%UEj(7``bhqj>Wp6khpMLf?u9fau6i4NwU@YddiF1Y z!~E_Cue1wX^EUVjN|)yf#OrOo-T58OHBYhQtx!xYN8;{N>!9}CQr-DWp6B+{*xHW7 z-7Mkj9X2z86Z4^TlcV_p>f&~fd7XB%M9VwfShr~{)Nf^;+y1d1E~|`|Pr9LZ@S64o z87B~Ze0R2V#1%D`;8@nLT@EXzE4*>$cpWPCjS13V(f7RZKOsV2|BW-xYgM1+;R`HV zHpDe;=r5mcy?@!4aE^V`9)3Dy$Fec5X%oNVn()Y*+>lPsUX|4U&53*WY~nZEvqAs% zn|7wNiY;G-rqu4)y{^4_y|aO-u8x;bbAbNAo9zPER=;_}3X8eT{||16yLYoag7vG= zoV_4z_oZ3W<(<+qoA{4=9DQy#VO7)S@(ZzhSp0Qqq>Y`nO5cAKRu2srZ0M<%<)=P1MW`Wo7X39`tJSR zUy&{Rn_$aVE$7Xfc7yXnZplm02H)_*d!-dSz6Q+!TbB;E&hoca(YJr$+cb}Ch&%Mj zoC{LY_Lfg~tKa-HoMYZ|z5j>58?!Bp>)O(qg4E4F5?~p*K!AUB<^l;EpXzvt?IKme1U1p zCk}q~?&Ef02h|rRy~#d$!(CvTw*l0Z+hTju-poF6<9fmyWuA4fSzib`6+Bc0*CqF2 zuRcnd!;v%V*8gA|XMtB&HICUeEr{z)cmofaj}pi0r4rSN<)DU2 z%PhUan^r2$I3{@QLl@RKG@rOB-{Gda#5M1ksrosYVcS4Wj`!;_A8_g^-gt8Bzu7k) z$2C~u-hASw@8U9`By)=I??MMq)Ze@$<>YJoV|h@0Yl0N}{(Z;5k+=yIi3<=;O}+1O z>Yn~(yH<&7+MDhL=)2x@7nrwKBvrm|<*NX1mjtg`_9!Kmg>hY2HLibU*eY?&JMbHm z38-ue{3bZ%nuqoYwm|cQ_H?y3vpsH@E4)$WIlYvlIuV*;e*8_H z!z#2L;td*o&F@Yveeuif!dGa5iJ7%7Un%x}!@7P0o#~5Svu5xqf@tLx>kIfw zEY|dt&*waRU#28n@8~u2rnS(@@9CwSTH%|&*m7!H5_gJ3%R5#CuD?;m80D;CTDRz8 z_=#TKKRvpT)=^MQt@4gvko+b8G)_1N36OFp$-K703HnBl~;OVqL8s46V(_S@GyO1D{aY`yi@ z5O|x#t7$phnKrduHnmLt@`)de16U4rdPABl;FeXP?s|b7ssA;nmK%YaRzW6zSud7x z&f0fIW=`STOD45lCVT%|%y8oIk3Ds!igA`RhktC>vi=1&4_G=2B5uZ4+f99#&$ml^ zy3)(Z3NN9lbEk>td?nBK_GZfj4i{-oio0=XjYIdQ-KO_~q8~fO30B0-Ik??5F=KY~ zyIV^weyLc%0!Hub#pNe1{;t2Qd1OOuD!BZ7xYE1ui{O>(AJ+6%MA*h%;)X`Ug?Ito z=?O2uU3a~+7nT=nEHn5b*cKk!wNQLPHs_rp&ibGxnc|f&i^bZH zUUA87l`9U=bG_&;FwHyQ3nVFTi&?wu#qEH^=0*Jm7R9atD>#r^N{6aVl{QEgWLkg% zKkt^PE-2y?IG0e`TZf>itd|PJURU zkP3@7?nQ5fWNK$xT0FkB)bf{E(U*Uk7eM9Tl$Bo&fqP9%Yd`*eeeq)Z;U@OCw$N1a z=tcCwi_kt^QD)!1UYT0%KD$F3Vou#M2L;PCaBQ>dDanN0Z(bx0je$k^tgg_?>lpQ{U6jZF0p{*t@oMRdRy!8Ubptj^mZ;tDDkRA-#{E84&JQ#q&Y)bF6yeoPl; zklah~S8RJ4qy|n65J#>uuG3<>^Fsgk{8Q0)z)klH+hI9i%}(%R4PCY-};gUab( z$y?7B>@L%++b0Zb!)H%__I&q=^W_hoEA!kA6?+D6Km7O`YSC&Z6ZUxh*?G{u+DC9- z?FY24_W5({ljna~&S)Ol5YsikU%{qSvo5aTnt+#Y!85KMhKJuu9)g4@vP18J9r}~+ zOHIo|)9IUz`LaChg!a4EecV33AfllBLoj%>q6pcQ+7MS(?>26gn78B9p+5`Z1^a$B z`3eEP)dyEL9fI^IKYpGI@A&RCvA^$HckliuqgIJ&t98!EpMqz*?81G%7HhU0GM@hE zx%JWWpz`6vXGr<5E@syJ_e%En8|QoI%oZVuKW2j}V~$_ki=GOxfXkCp zOF4hZa8~_itpSzIN-vZ-K!qx(85Y#L{h!O77xjto9<2R*c;9^2(w{$Ne*WaCvpcjQ zx@*2TsG|_wHNSs>4U77^j0nm7+FY>2l@3ai;DM&1%qlzgUslcY`VDl#C95jS!U<{?Uw#t!`2AayP&QwcsON&X^T6dONBZh%=9Gi&boiF3b~ ztN19ksju6lhZqHTs6Kc7kNb?*I|Tm8nt@8ZiJv1UK(%d)-mCWfx5v5k37-Yo?g}jc zb+uUT3N0{gDeC{O-FEm?o!4z}!iSV3;%}gRZ0+f3&wrmd_dVgcGSBJIYft%EXNhJ6 zE-;m|(9!uM`rrCN@H*&FR?w3_tQYe*i@?p2yO*BS$m{)MDzZD2pcW3wWD`F#ff}(+ zE8Teo`}Rs5EaZF-8aLZ1Vtt<*HWV<`d-Lbol;?l>m4iDTc6vuPfSM)X)^=UJ?mBxR zKJAD3*Pz*KWyEe~gUZ~S~{S{iHAl)Gy`PP=7gQOcUY%wJHc z<$PPFt&I46&KYnr?(ylrR9x1wLbFhQ^87CKHC{e`zK6l+d*yz&d&$UmU zSAX~{*mgJQ4``G|#2!@PEKNAOy+iu%rxgFEpltnm+M?&x@GO&;S+%c!%a;GubDcmb zavn6J&Ff#l^O~jZ=;2e1&w~EctOq%vh!bYjwCoFi{s^r5$5dx`=)vhE7RQ||8DVAH zH7-aw?K~7SLLI?;Eh62~c14w$~F-k(1^KUw-W_8n-z&AUO4%cNakn)k=g zf>+r4BYE1d{yw?}mXHO%fQH*RenE!YgugheykHmj0vc`$n=ii2MEk;`H+j9=udwwW z>OPS6rFifBQy0wG?{4)r{L&1syLX#7+q~NW9$GzeLmCydw}%HxDL7EpgT^k~)b&8+ z`@9{Hh}*i@Ua|J*;jBNmx)6!P5jl~_E7`xl?gnbm$3V+SPzASO-=W)yhZ9rhIOu~S zA$F&Tqdi9xG?`5G28ZR}zpsNk5_gI?g2xMXf~pA1$0h3uA`EW+21i}&P7!B&jyAY1 z<1fxBFaGZTE0PqUm&&wv!_vq`vDEVHJxk44?~5%ye!I`2HBJIjX?N8Lh(Mbcxz|@{ z{xS^u!mRO&qq%z>s1*ti%&Xx1;Sds>tbdtl2>-MZvwS^ zOF1tnw>-GL2-bkjyx{7RaQUI`#zT-eFZ?3za$D5`oL07a7k^29^5XBEkD5n5Tv_U~ z2+@OJ%a7)1zxrtLhZaaLXVD9HP=gX$b#&GBi0qBmE#WfU;jG-WA*O3lzk<&6MK6?B zoZrFaX|d*@{@tIjYG9E(N*mTN=!-I_4SU|z^&&T<(z)m!u;qxa#Tq&Jdv39F+as;=VKIGo(iR11P}f9-j8qcH2=6^ z*RlUQRzPBa#rZ$~qNiHYRiK3_r&J|>$@83k%3Ir!xU(hl3rH)^UZ%B*SH2}EJxaV< zr@Io`j}zkgYu_<#b=%osvhD?~o_IQmfPXEdY-t#xyP9 zUnnO(SB{^1e%o?rh&X~ngc}+noZt{)t?l?3DF_OWu$_V1wrE60J=Qgqe0Jx^dxPKU zhW1kz=JM^zo(^_qEYz91!Oq;hXCc4gpIsU@s%9-8uBb{>u|_$sc$?U`t|DUVev4{o zZ@}^5|K^OHr@G=mi(ra8yZ*5sE~<2uPpWt&Bmy3veJUhU%kforji?-dcEeU!uq=QC ziz_Hta&~6oJ*}J?i9RRbN2aO0;JPKmj z%dl4Q3LBrPOc?L$x6mMQy>Pv00X(;|)XH*J?Jv3@l2q{sI^TABDaWr5e|ZgNYs-bb z`!LB{@QWB|l;(wg$24z&FR9NS^k`2~XCWlYyB72>kWyx%5XR@YWEh?wh6=4EXw^?XE}9Uk7#5a;C%k9=lEKFPPNbY&`Jp15zNUQlqk?E}Y`AYWj&GY*WG{A|(FBaOgY}zg6oY!KV z1n%1|ixyzzGs-ZdT6UQ=CDxEM4Dzf;6s-m$jeq$uC&@BHUr$=~&YIZ9j$b5{L7 zF&or1JtSqW*fPKCsjlv+Y1b;eeS71@l{dUhkgbA_(n$PrGe8XQEX-GGetW%aCTMs^ z0z3lZAKSICe}Ub?=UnYq(+dQltzScMJ4ymvH%|37{^FbR;_vxg!5xh+gci7SB<^f+ z&6@&h#|HJ6|943+{^2>as_PQ^{Z(&WhiC=o* zqmH{xJny?q+Q;ZApZMe83Xdvy0@L3Gng{-+z5_7|C5$_cvW7kx;?{+P<{3T-fiv=|372UNM+IC*de?R{H`7`k!H#}(H0LybS ze_1aUarQww6Ed}3GPO+Zpwc9j57d?dcM3R4IpvB3__cpNt%D6@6n^o959!6sTI@e@ z@%Q^zmJ2k${>gF3c)C$1r0??QUsJsJ;l$DxJK-&x$qQiPl{-yb=PS9+cev;-F>fbm z2&$MPai@r@yyHQuFCRB-st-5|uad#7SyyOlw#&}7%dT+|Xkfvp6PyP?LvuCt%4<5M z__e=RIIfrYwM60<$Dtxl-_nehY4-E4D1x zJ9?pg_v=*-ZZ6!{!ey;~3A9vc_SrRUh-+F5EnmOxlKFe!l&It{mNxKEr4A%%otkz{ zAnR7kER z7mxnQwR4K28wc}knG$fNvlVXR-75V6l~sS&Zx8NBY!nd$HMkG9&u3Ws@i+H1exCNL zUkx6Ifcq0{no4#x{q=GC*Ynq!n>`Nbom>Cy@%OW#N>s zn4i56T06CE)%%4NAJ5JDvr9ek&9RSn?%$S43qSg7ZCCG0g&$RulYe^rTJSO__>H7z z`0Q^R8tzWNU0P7gFMYdgX}M}vMzvJ6&#_&VXCq~9+idxed}aIb*LK&Rmv?{e4x5}E zv9auX#nelcXWBmt+s>E&f70IebHl|YpXC?Jy*6C>x%$iP(uQo0s%#Gsv&-1_*J7*K;R^eYfjN#7z_4mH^SR`wh{QvU&qbolD6uL*&l&dF9>3iG+vlT9J&0n(bD665qs?H5B=Jg_si;OqQpYQX@1Uj_8FHd zPX^DAx42(-s)Y4qKI_S43J*5=^6h^;ON86$(#*Wdg)d*Z_Zru{U1uFLwW~LG_odxU zDNzE(pX|?Gn4jLi?&bOHhJD{B8}GB7w`!N2zih2l{Ke~ag?H{g{#v;qc-^rprO9%| zysU*kD$R1+KFVB--1{t-)jNE`zqJZ`|1NK9`tpV6(tY`3?6q%w;&)#t*_s*tn16lQ z^@A~jX4~F+z2~}gx#`P%(Ix-aDEv)leOVtm;o(|^W=)P4DU*{OA*n-$!!z9cm0-BS z=H2i9u3znM1=eSDp^0a{Xv&W@3Ww8KCF?>bd|a!rSd&8|5v*^6X58{gB@02}DDa?s zX8D6XD$R8h8uP=euJ=#;mi%Xp{Nwb$685i;|Cn7@a`pe$$A8|x|I4sEyXXbGHz=KO z{Y`k8b$Q>R_q)oj+v+hMJGL$MrLUt87wbl4eX%1Cmo{1K2@&Y;W~~g~9{V>=pkCMf zrVO{!rFP$kEQc<&E?eyz|KBM3=iqU%UTaUAL$5%DIXwd^TC`wp!r8>H51s?rNXak4f3(b3cYBK;qHKc9m@9PKCSa ztS{}fJ-)AQ0%?=*{J;BJO0f>d#<~2zZq3|R28xk&2Pa~j{_Z&WEJEN_;LYsxU$;PEx|{F4;fCFQ%yCTt{kH{qdQ(cMz(1L-{A!jpBO+SR^4 z{?Yu-mqXUyoS6J}>ig}>U#ndWwKjWe(6{re@sY9vpR=b0+%Cm*-U zU5|}^`fbheg6sX}6KC~KI-?L|EV^=L7b1z7y=WI*c~G4PBzncib(L)8M){YU>z17V zHL>n$zj^%o)1H~D&*~Na`mSJ;WnAv1ol9p{ zoSnIh+c$i+*}+XxY!ZKT*ZEt0c;2{s8PrC(>2-{JRNRbUx50omBMGQbf&3Wwr^XxE5y7udU=bv zfyJJ)SI?Wbes*}a>YKLnd%5+quJBc!cwYW(oi)GJJZGKz{m)I0-#lnIH$LUw|Hv4} zdrLCRsxF>B49YrMu8~%^MYx@ouJHW*pgeN->z-?Kzy*9;faa|B^HN4N*CsqX+{Uv% z>%?r)v&Zz)HY}PMb6;kcj*8XJ2FZoV4q@>*NlAiojUs6{2U)bukQDw6}_tT7BpM#dzmNT<99$fNjO>R%ERkm9fz1eE)D?V$TneBaJ3;o~QJ{Y(0*6hACyY9=C&Tm)U z{}xm%l%J>fm6=`n>*KSX-;Q;Dd*D+2%B4ChpXLkDqry>zR$B4z3E-_CHNjlBl@kue$G?(I8Mp2r241l zZ2FQIyywkgW3$Lzw@gecE_X1x{cnBc$-Xc4<=wz#RhRf|tWL!~)F@xN_)ez#PhZ1t zH~&Q*2wc`RaVh`oM__ujZ*al;8H~rczA#AtC|g?YK2yuh`ojy2=Z6B%EnPfk>*7Dl zII9SE4j{x3~X1JCFC+yr1>!Pd=-d@v`Soqr?VCmS4v8bvI)hqu%D5 z2exbPwLWuYE^l1^!Ng|=_!#8U*zd?aH)l7KV1IT!Wp+;A@tJ-+DKB$^ZO&b3ycx*O zEp#h3eU8KlQ2w~vxQy>ipN-W8nH!7;nD2J5|2o^md#veayqfy#!^e%i<;{*V`|3(~ zhtJ-2FiW@W`d5zd#2irTPBtU!;F}YRna?)LGT2=3w7HNkmt){|(!73?rCi3VgArDj zb@feR@2(KGv%K?e*XQC@&;*z9>R{Wpk_DCbx4iSmD$%_-f(`FX#HpV{$XbJIj- z(?lIm0c^s`UubZ^;K2E4a2+q3o^_~gUCA7fw&Od6`#;a-mhR#HZ2#QH?6`eK7568H zmdnuAn)NT~RjTb%<1&f`1X$A9{E@P4}&C6J`n ze)0?R#W4QakK|26lR(uV??1g}{q3*C_Ns&HGxk|r8xu8TGx**xJZO|V!u)sH5w_}n z9gU5R=Mtq~$e4YDw=H0je@yPNjB z+;Z`S$$x!YP%|`thHR(MY)}+z%`|>AiHD8jU1JjSeNe@FW!cTf>Axr1y>|b#Mn3LL z=HH6V1&cpM{)=>)e0HP!l|#KpmYjujTS9*r&t!D_bM745zSx(s_A6R8GwXj}3~3mC zu=9W2{%ywRi|gL8$K@}H%UAjK7EvZ{{g?f3`t8zB=a<)lTcX!xwZ6GMJoyB=B7pza zz{xSyvsSHXB?=*#-PJ=i(QJc8Y5&iW?Uf zHvVgWbMjfmg_l=$Ox)%0?N%$Ot(Ds}zmVr*${ePXW&1%T;&QWsl2z+uZ@nvR_PzRq zE$6lQ1IzH(D%<(mz0R!VyWh;K*L5n0b9lNi|F+23 zg6_Xp2w&(>zL@*}rii`z3bzzU8-_b9Yr}3o3(;9%=d}g&TJX&`J)(Uu$hqyjl+mA6 ziuwNvP5u?K{I>}De*)qy=N0uOi;u~Ryjhoc_A0oJDd%1IuTaK5yQ92wXs|z!W?+eVb%Xwv=_5#}SSt(sFwDCx`s#&-osOj^#>&BJvBfNV< z1P^eFeymxjBp0q7v_JI74d?yWexwwy;V7PGcC^djx##7p%buG@=A5uL_?22ZuLRVz z7j4n>H~&!NxM!b^=#qbH6uz$Ky0l01h>gQ7?pr6H)zvlmZd7=()wuSpQ~d5-*RScG z`LoSs@`IqM@9K76+TCRk`Ks;T^RF2f?<|SgtJl8k*!>LNitBu(R{!<4`x;k$-%|bO zdFIyKskf~7uRi!M#3ys+^~2YXZyxyd{NnX;UeA19&t-~n({9Q5EBZ{kB_e$&MHAH2 zQoge}z44%a;HM>!1nM(wSL6Sc$Nuf{^GY_IcYOWZzpeMSKabB>+kZ~6_J8qq8<8V- z=S7#-{tim~dOrEeMumTQ_mw%|9rx&NwVdZPLw6~pfxI;{ zues@lW%oa}?a*jQ+;ye*kALXiWeKG_?d`2^ty=lFNb~+b)}4O^m&VS2wJq;Y(?;u@ z{nqAqFc(#7FR&5nQOn5~r={DvcV zsYz^Z)xLC_{u?VNeK_F>?&De=3Rx+=^U}mWk?x<`Wl!#ZhJw7_&!*m8ni&g8;o>kI2f+qgk-1S91Y{~yn*S76lH%kBQiQH-# z)^c~F&*huTA_UXI?ykuGQF#CDuRmq%vWaP5z1~|LIz4s<7_jy`V?An#FsV@&NixA8T2eo`uXIQ>rYde2nnKGy(Qw~{wYvTXRI<@B} zvA6kSuWwlpZhP;#C2#25RVIfvl>1-*d!fgkyL5i&nXepw3o7o;y>NQ9+2IfWwgg`9 zH{Tg0z4O)6J1NCK+zx~K>_IJi!97#4I+GtoyVw0Sih~s9zZ~yoy-l08@0(puX?2~{ zy!w~AUk)^yraqf~0al*CHx2N8_+W70rE}OF<&}|$FzQ%tK-h0LHZcEx_ zpWLp}1@ERnLV|Dl>9XB^8|t(`4de3K1@E@#`5TKuHjUVQiIVS8|9U=bc1~aIf_Yn( z&6~0m)S6a{Ie(Vv;2wT6P^amYgY8Rg-D?X^fcKDIO}y|b;jNOz#aUJtXPq@$`qJle z>$26-qW7jIH1g$DEXvQ`eQCEyApW+#_jfHlYU*0xcbufL`v}o5#G?b(3YjySzaI0 zvfc0gtZ4>^xp{5Iiq|zum)cE%Yyq^}BVY2JA>HCdNF1oW{lg~#JT}5Pe@#N8;QoM3 zprNDkGb?v*Vg4VyT<^PP=}JkXf6spNR{WjydHSj=&pyZgEPOBbKImMs+^niIp;CW^ z4f*@cOO59+XT_x-O{|I5y!7?4Z=9K1+^^>nerCrfGtHGe1!*p4UFHej7oT^%u^|c6 z7+9we5@&W!{8?GW-RSE*&jmf##w*--96I%Uvn^ll>>%rXEh-^L*84`z*S9F2^n07^ zpFMjHKQ1->cGY6rN~z1Q8()@-R?e2XC2{+D!{VG3i&I`6URJ@iuy4}R)xNXk^tIpK z{>0sC^Agm|&E^Q5Qud(!)n^Oym2z#H)l0wGXVg^hIkj`$?-J#{Q*KB+EbIP&L z^}l|7-LOpWr>i8t#97O(eXovvsXDv&e%`%hZDwv!W(vB}TDsDU#6W$r+P9z~rC9FO z_jkq~*3W?CBPpk~OJyr}D%NG53Ua=6Uh2}nRf_q-&eD$!|61m5vNUU1+w6Jy=CT_C zuMB;ERaIG=9C;%(t+N_ZdJ1S6y*+W7_hWa|G^tCq*CxCR=dGMAc1vRG%lGqVSVmI z*Kpy#`?;Ge=lQ;PbD?ckz%)>vlsfxoGxO>{$xr5&JOPcKHLkkg7O)W3)S1PV+r#yh zFLRUSJcSipxhuF*A#I7b1=}{Q94U9z`6*Pp*!?zQqGcayA~|H^f7y%;>*vj%>R2j_x=2|vI7aLuFL*>zV&5x*n{6PD&Z5%Eob$}_$s&y zPhH%3DiAtgIs2K|^XMC~<#AE=;Eb%zF?I3D^KW!SSYovFIee}@Va==yonUS{tH=4v z{!l-&C^jQ6A7uABUSIwTCk1zx#9$2*VQH;vcu_!a87W#zn+5yAg& zpGztJ-@!OLseFYgBm%ztS;c=p@Xb2mHGf==Z;O2yTfV~7_fX7v=#~lg+;!6S{w?jK^C0VwUKlePB+?RRD;LF>}zij>KtTk(j<$h~zt&P6E zqhRvk)f;m!7u1<;4ZX@gb^qeuAO8H@oATz@M){zu`1@h+q&}5t*BE78{@-PJQ%2h9 zYTBY;8;J8(eLNn{+@oOz?!{_zh|Vs1@Dwtg|Ektde%xCq5)Pw#AD+d8_v$<<9c?cGfp#)@#3r z{QxgiIrIIu?9TgJdlZ(@?=A;r^vCJElJ+?#e#~y$a%;}TYZg~n__i+Po4S;L);Y7* zPa8_MX0l!W@w9C2U-9pd()elSN|)SL%f+yav-KMLVxPU1Ge9-WsV%CvikE?l`S+{ot&*+|FN8^*5e5iPJpSFrQ{#V?7$YnVls=)~qq>Dpx9zt*w( zgT#VHy8y>qL5{z?x@)18Oznld^!#4_+=K1gj(Gn|4}Qb^bzu%@5PtTv1hoZsOWTWG zK?5|r{fGW%{Q9o0`^|C3+`XW^Dzz76(z9ij&tGqFQ|3JXmBLN%+Uex|z)w%h=Kk5l z3ki~64zlUm7U!TTt9|>)d20n{)?GW4Qf%|$%d*mMw`MNmzWeD_+-I`|EaQ+}`%_b@%%XU-wn(R>WQP zz5o22{$bji-a>_G?`MDcJZIZ=UpLF&^X1BJ{ILi*n|*Vw zovFqC2OoaiTzq~1vB+h={{BxxG?VezOdvBwm*?qAHFQz@Y>|t$3=Un2F&)li6-f@FGlWhApHgxjYk4}@L{1K(d`_!$w-xchw0?$K8Ic-h1 z290ZOZaWaQaF1f0L6Y;mE$P`?md}4|1j;R2)xFbqJq1lC6gO*Y-i+P;@9-Z_a2epd z;#Y$dDxw`P=Bzczik&yk~zZO)UKgZ$pf5+65&u*~40>{{IhrP>XOE(BiziVo<7{^X^b%Rsu{u1I|QM1OnsjLF}?wc)!z z4r!hL{(5%T3hYS-?W6%)SK(i8{v@S%$B#E1wlx<@mPN;bCN0^&E8mJOca&f8{mqK+ zDKGEO-*SWfVD&W6-WL8_cg~&DxX3pp!+oj-WIm{Nf!CEKl?T?ZF1s%I{3m$Y>N>m8 z*U#_$quw+d?A#2=F=C(I^mxBH&`@^71)SAP7eKPwJa_5e31xSGE=`&Tp6UGBD0RUv z;>2c1&HL4HcjI2;eV6|;Sl*QR?NEz|z70i-@0Kpu44y>VJ#WdO&BE{E5yJ&D<`&NQ zclvrt@t=SNe47^=n?p*-tioD1>kSWf3gv*R>$xl^j+_Gx`38mZ`)2J*d$UUI=lz-c zZ0D`E`R04|$@L)pz5DN%e6KLwa`i&!&m)&-u-*T6`14tdYq_z#nol=+<*&ZAt8I_v znR6Cr_+--DWA4|RfXjWe7Av30X%#PCO}}0G?Y=d{U#2ZqXU=(^-1xd}o!stcGS6O2 zKk|pIrs8f`*w(8*wRWs8`d)H3bp7&8+e&Yj{eAI2fUkdlU676WE%WF9=g6-sFQ5K& zyY-#Tf_4AGKAe2^VdKP=%Ti#yTfZNshu`fw%pL;{`^)^({*@}%|K0Yt>dmJQpR29! zH2r(~ahLqL%V#R&_IzFv{P_I}KL1P!KfUXBf6gypfAH|*vaH$vY?g)|{tzYf=^fwq zKV`8Kd$)gKD%fN>#~}hdN3X;2b(&hQpF-L7oB!?pfD_cST}?~t@1FR-Wqn@A;h&tB zx93h0WePRg3dxhkw@o+Ow~Lz25pyspzHahiB|Ie7f!~_Dj|u;Z^)WlXnPcnhnG&Z!lalLW?`FRiT>evPQD$M3`t84E zOUq>!UbcFB;k0by@$H}cmhf9Y3YQSI{cVODd0) zw!B?ue2xV?oVQNtO2w^-)3q z*eCsO(e85+7 zGb9VF`q<~f-19H~7o=QvUZJ^_S>ODKKd-LIlK&eN|Gt;{^elAq$5oPhvX&J)8-HE( z1~Dd-`@!+EpUH+}?;v$l--VM4%U(R~`*Ct%Yu|#1r?QfD*C(29p4A)qwGA{y>AE5^ z6*N-b9k4m;l1%O5jcKJvx&k)OS{a%8GT!{t=NaXi%U?ZpcwP79Jj;)7KW;9)^6YcO z_RO4LjCoz<6{T@@``+cPxMjnWyrF3Nb)JI`}Z73 zDYoeTa%Jr%c-eK@@Mi3Gi=*A3fx6jk8@{ZUuH2}|r*C@X;n6mWxZD%7W8U`0eC?kx zGl%avbn;c&>1kH}Q!PFDtn#^qjOO4ZC*_piwq04@e96BxieKA#SJq#hV7~p9^!8iL z(Qj8qzkO+fXvy|$-+wDMT|XXD8JM>0x_a;QB`4=u=cO*y+?enzoVPM~_1?hM|4M9c z%19@%sF}3*$)tix+FgO{{d+g;miyqw47KxY*89-Rg^DjXw=Ln9o>X^rg89Z<(i>mZ zAD@xaH{a-sSQUJ%TaR_V(L1rK8O*S$xrn!WHFZsv{9U8?ww*T<h3^u0~i?pOTpS-wB^WvuH8u;!2@zto3XI8FUz3lZdv0o3@WPPog zmu|YP^!}kI_hnxcA5Oly?Ri`Ay1%n+Z0_+Ke!Y|Ps)d>F?|*;KZGG&!@|)YrU&UWj zigVaQSLw{n?RvYw>uTSwLpPU~U9V;Jn+l4<-Bkh0v)unJm)m`P$^Oslx7tR(`uczS z@zrYlUnj&Biyaq~XWUf%&(!pZ>BbLhLhX6}ao=XFm>!??)~0jL^UdF%r|)jtqj~k7 zMrggIIj9LRHOqgh7G%=sZaoigVQ}b27N_1U|8U8-D+AxoJ^Utq_3|I97v%Tv4V!tU zZst~5vuiz-KKJ7WLBJmRv)F&@2qPU%~A}y`fK@lJ6T5F1>g7bhh*@@S>7{QFj4A425*L4 z)`8jUWO{x`JB0Ivg!7fCX+RrMw~Lyd``1S~wcn=y-7gWboB1&4}0czs;P=$Ykk zNos;!Rzun4-w8fT<2TiBvYggD%L}qD>e83f%g%OeT`;X^!L&IpJM=Qlck{d1Rmoa` zG=KsWG+dVXEA{eq=c@~Oj>S4jz7Xz<05#yJIqtX&ZosErcvm9dv-Pw8i`hAS_mw*Z z;j_ZqpQSF#-2eCHY_gmq4jMs- zG1~xM4i)k+pO1}0Pv!<_0O%zw_(-W6TcsR2(p)1_wDi9;$#!MOZWF!-jwlE zP&--|Ab)b(9`N8pjPdT**Wwi+Q?uF}TPK!1dD>K=9jW2*H`4J{yyz3(@V;-Fb_=xK zSAh^TVdl;?@XNQypc#6Dq!Dn4}#{$TZ%nqxJrec$(%k>+4&5m1LxH(l>bPjklTO@sE zZDfK=?LqJ)ne2-M(KvmVLxKKdfA2e!#d)jNH5lI)5{CYf!!OZMMcx4Hh( z4@iXD1st^GYJxX+h3705ob&JJg~?|(@|S#40cn$8@nFm1bszkKcE6UZ=T8O?ZSjZX z_ch(qft)83ZVZ}4`%bJDqZ`ShNE53E-`oU%U_)H-4@MgT%n96tO{r&kE)Zxgy!#?ZZUr+8@ z0q6kml_>dpN3TC%eV9`Gzc4ZQf3*Z`SSIs&)3&1BesMjJF`d`UpJ&-;Zsdpd(fKcJ zZmZj{-L9fHv-l13%&)JWEHtzJCb7gikl;c~bt(TK;=}w`6`Fc(cU! z?{!~L8I(IKYleGbqu{dLHnYtGiV{@0mz@>u{or1kph zz@@9pE?(!}{hH^s|HX~D;Z>K}!Cl~54QP_AuzzvP@z?w^wb_py(~Grpxt=pXXKdH9 z&-jqkxy-jfEMfQkbzk1C2Lnw%zyS+r5t?uHXArUv0B=pXbiE#aBaPpVu4T zvW*LOzW?-dvLSEm+&@jm?Z?`f;gW<3oy<~fG-jWpFpiOC?RWrdo9Ghn$Ub9U4HDuqc`~4*S z^<|K!$}g;(vPJp-KSTix`lDo$m} z@i$UoXCVVc;c{B0*^XJz5VXq(+H4kd`9ElA)-GV>$vD`WDAoTiTlBZTeloqf^3ulK z@L&I3U;fYOsuh@%202LTb@MZm?8heA1+z>yP6N%c$E>&v88PCVH{ttJHnw6T*kHQV z*{Fh9(DIaj*5x(5m)9K3ymlq?+7TN&$jXhZ%V`Jh+q~JZn&-7}+-q2e8T>Jzkdg^m);C0JqcCI2)7w@%Ne|ewn{MpyDQY^3g-tP?!{;l`p?Dn_WNfA>o{apHe>#MH!t&h*= zZ!8Vn`uBYKrB`pK=YumpZ>1@|7^W{)W9-`c${xXtK<)@D){_sEtd>({!g&wiYke%^UGc>o2XhtGb7`IS;c-^qT)?bz-Aa(;t5 z`0Es}l!E3@CfQ|s{92>f_&P*t(av+ncKH3*n0WG8gj}(^`IPoue%nC9X}62!?|txp zlglfq|C`TW77UQzB=PKjPS;n#oODREXSbNeZ#GoA@;}Y;ri^{T3Jy@uFo#8SVcF@O zhdBSWd6YgCXRNhil5(7O`Ipq2LZjz48LdJlc^_VYJ8e%Nn$s#!@Cq}KNR zv7-3>DcFsTdG0F$Md-dwijgx;b{A$m5D`$Vd zD)i~TI@^Cg{%mNHKVx(6t8aDP)YrRL<+s(O@1Ol|t-M?2ulXO;XFq0V-Q7KBUm0ZN z*|+&~9?yh}1)D)b&)500Ox_+i{r83aYxn<=_P^r4CRe;}51hlRajwnpcFu}NDd5-x z7v*hBPwv@PiJ3+IUDa2J!0X%U+!&6alr%L(s{fe zmx7jTT)w(YcFnwxPs{H9nknE9UO({5aq4o=3f;$`rS5Oq<$EsmFFE_u$8C<8f}gPH za>x`#Nc+;&zVVlz)|9?k*UloY4o+nu>Vbu`S}f@yC$KeJ;hyrn$5 zjB}c1;cmZw+aH2QGt1fM-tx2lWdCxjSIKprQ2UVB=k_=D*~V=R4K4o~uvbp>X8Qk# zMRz~@Ugmp#JoQ{|@K@z?KflbDKllE{`sK5heYXE}<<;>}jS^lk=tD4_;zCZAy{&m$Y8GifHDVK(p7cBWwQ{A^*{`~Y3=jpG%eJlEK zHb^a5^Y5&Mlh1BceDl!G1lpiH_pkF+yx59|PJdrAtl*eBrPJ$_Nk%%y(}NE;Y}{>p zM4g{c{?hCgA2+98zn81ce*AH{(4?i1@XU?+BYK$OA}dqrgifmyF0v_7TMw_dF_keZ zEB|3%nf2qszOx5%dOf}z%H3osQwORhK`ZmJf^7`zA{VUt+pq7>{^RlepouqvCf*1; zr1<-rgv_S@;SBq?Zt!hCUNig7$NJx=?n^Cy@m$8&?D%8E9>hZ_&6ADyk9)2p6yPS)P2-!#x7t9Lho zyiZ)ppY_hf_FYhU&V7-DY>@eeBbJ*}_MqK0C4N-+!BXb;lIQKCb$mAs;q= znZ3-~w}1B)**oT@*QHFaH_giKJoF0`Dvu&(uCkoA&dgWzR5WwX4jv6~@2h^tl`{xU zx6R*PlY0AXy_Ndx!*}*iyRo|6_v4MAx5qABUB)?Y?%$_uVL#8=y*#m9d++bVOYil< za_P4RW%)sCjf2kKKWTnb=3jxe*3}#Ett1I@t#?ZgZT$(JJ@|P#6~$|5XRMOXSQ(_r z273R$DZ;NexAk}&c<&NB|Lea+yYv1^#Y4j6Uy=2yGZDXhFV9_eJoXjeyV-wV_5A&G zD|M5lT#Qxyy2anRAw5!NE56^`{)jJC2Tk0U*YCJehwQuht2f=XoA9D)oD*Y5~PKxn#SZhckK`fB6cS1Uj$2~vDWhaO6QC$ZqIw#Bw9ex)Ui zPSgG^eQEAnK1;5ArS-P_vQ?Y?ZP~1^23jAz1P(&$qnEBOTY1dWhfU&d`dRR@>D~LI zvzEhs)c1Dw+*dtwUmfr(y#hiTOTe{Z?<#J+slEF?9slQf|61A7^7`!|eh9bSHn+Sg zY58=$m)h*d8<(1&C@c9S3GQS2^4?pY#PGxMCAc$s_r7jvFjDG0>sxxv_ow-9e~6`&&HZz@95Rja_hFFbQF!t#xc?+1{mGR5ncy(jT5hGa9I{km)yHWJ zzqb{H>VlUe{VP~GI|&vPw%dN5^-X=e%&H)G=B|}KcSRs2#oZNFHrv=<{8@k5|JSx{ z+IxTQMotyUzn3lB6c}6=dkCDpnkr`cJxh8CTI_PRqrCdY_N&chDWKf-?7dmAF~WU0 z_s@iwaUJ*1n48mgeA=v)fBqMjZS$PA*=y3hz?nbV_ODXb3{BI_{J&cAgmtKIMZ^3v z+iySfi!W}!qUogZMT5a>*^FJmUngYEog8YU%EMZI+v;WO|DUVRy^Ho*Hlr%=>#|qI z!HGH6Mxv}U4>gB`uYA36DLdQdZPK~BLAo~lN}llNa#+6V;dO7%$Cs8p4l+7=rF)fm z==_;n&9^76)Ho3mlA;9?6c06D`Rd@(6t5KJquTAX!nTB z>Jsra{Hhvis~v1|^osMUb1&zrwJvn2eH>&WstJ)?^vd^Y`m#ee$}+ULOj=DfR$uvg zBgo|Ft-LL7{jNH%QhfP|`{#1oce2HovVVULpL=)56ko%yP)!fYa6uAuY&55xWnhC>RBi<$BRYi@3d93rq0}TabEca=SWr6?@Fo_%Cy{&D1Wh?znmW7bGD3 z;6ZnztVD~`s9=T-%StEnO$S6Kqo`$V*$}-Y4kuc;*Y8*82lVa#rx@iE%rKff+p8*T+X4Bc9{Mr9HcEo}$I=8e2DYzd8dw$Tgd6hMF z*S_M+mm!Om2K(GyS>>_yt^H!Q@IPx@rzUKGraTdUSb(3}cvg1aDJK7iCoNZBxq2h5 zYk9=&-fbXlrV=*h|Cs-6IocZwNl25Wr>~qJvUf#Q@Yk6u4R(OFDb~g>UB^CM?{zXP zEDU~3(*D0CDzONXFYfG|`3Ro+B<}F}r#3Dx_`W>!RaHUe$B<GuQoRpytufuK`Yn+p6V9gW?ZGi5E|B?b@`X(vVBWd&EF*w0P@f0s@(Z|48*(Z z-lbXXni636b@D1`+2FQaIb`O#rs$>X=I@>ouyGqCz_v1P)8R4X%ZuH#_!=mgUR&A$ zOFf}{c`pS*1v|8~T|zY$CB5=ql~phkRB*5Q{A2H9X1z6UBfA%C%Vd>sr-u0aT>{HQ z7vD;R3ihnha0}H~4AN9pqPaNfm13y*je~9yK~W*Ka|~V_T-viLzzy!3=G%s=lq5m} zA%fFGzCH+Y0~f*ByL9x=u>IYpEmKvZxfCVP+*fuj2-y*qH+7d>tk=pJyF5et^_GS> z`QBT#J@)7F*n?ZUmzTV_xOC2{06(}ri*FaMQflxEga}R#`MTHJQZ$%uUH#&eX+M= z=)wh%>~?F>^g=FYon3d91%OQxfqSUypzi7ajjO)Ze{b$y;Pq-ou%{^d^i|StD?t@Y z#+C1iKQ7-~v9<0}SSeEeclve4U(v`m^Y2Diu0xCzYz6{-U zX~H6_umGtq4~zm-Lv45Pgg`6)f?V?*i(X|o2B?;TMN22Il8a$mwPcn_@-(*HFCH&C zu+VLKqt+@UFYU@JalI=z@7yM@SpPFTA%UffZQqC3E|Hq-HRGYbbg9!LP1&jv$rY1U z$;Gm*f|gag_DRR;yNNqaz4CSMX@{vHUyqz|5Cs)G>jT(gW=PwXNv`;{`rJFP2B^zQ zoXvM7-Byb^x5q2CUynI7=<4Fr5Iu{tW;{$!4Lz*GTU8*re9|hpm}4uU_UzaweMf^$ z+;ZxbuSd>Ui01ANEM5LeF?99x#KWz+Rm`j}oO<;hhad-<@7)(&zDEo1zYKl#>ssoZ zu2r)`zP>Q>Qw`V*xbng%!1XGk2ETi$H&1XeC{BOfOI_f#swypQLD#DGkh#HA&wyg*h!aNa zJbf^WFJz`G&pM{iw$KnyQAy+6-50lkifgv@WsNQNvTL>4rtq2WYC}(Rr#J#qMOGMr zQk80G>1!iMApE%1Zj#c>dQ1Jw0=DT*TF#E5!O&8XCy#wq4@0P1qn2~Ux%`!{qNg`$ zT?02|GE9@F)mypouDZeh8`M(R1u_%b$a+z>;1owd>xME=slc_0r_mQu%9U0v-D{F! zFA;NUCC}54wjwQ9+ehL~U$ErCl^+Z)g}%~CG@BA^2unN7t4dn!=Pte#=x6oiMUdZ7 zq?XU!zFe8zc-?E$$U`Jv*1)fz)@Jsbn)#*EoFzP zfeTIvhp02LCdBi6Y3r96^mYh8k*-` z`R{g{q;tpZ!4x*z9aDlOPpw31`1qx=EH~;3mJADUy$UW%{Xk`@pXlM*1FbKaH~GK3 zu-MyDG}wM6tf^gM4bpOmcURcT*B6)0IRz>)LG|3-Mb}EboP*}C@z1=_>}@%9;T%NO zulHxRlr4B%jAN#y1w0@%X@N#?6!sMraPtt zN1_E9>+(a7wZm7wKDczwsY_K_;MRH8RXG9qg2ZbNx{e9&3cwOS`#9{-Qx?1WL&j|DRf#`NMuyt(JQ^*_5^=z zm>0Y4*E`W{X75A2N`5ad9QO7^j-d+cpj6hChjLd#i6<6o3TH@TV*BUzQ5ZphOyVf;_ z`W?`+X)2q#YgeVL?y4kklfFG7`cN@QC@QJM$|Q-wF2(u{b@Ve(5i zwDkQZP?P@hw)T*<<-dNfE2zl6`cw7N!uIKpwA>33MM8f2>N$5xV;+J9!40MSxUSVH z=L6ri{Ab*Mx|-)su+^6jL2<}=^(;~1dfrzrFM08B z>5)@`N${L{__m<7ddJjYh#4@sW&Uz^xWek7lD)eYpEwnm@>F9JJboU&oiJ7S#3@aPp!ce( ziq2h^=kc$+HR((A`ZsrfNr)7dO^LKTg>2E|+lJceGejrd4t-Tsw(LyT%Gn`b-+IrS z`o=QNcTVf!pFQ%H{sk)@F1>InFaya$j@s%ArUpX`@ zJa_P4Id%D!Q^8sAuv>gPP+Nb+)bJ~(CKoNaA9U4Re`(m7w|-ZdtF|?J$viw^mi(?1 zlpMU)q9g~9CQ-R}o4sPspPdp_=`_#mR@w4g{*|``t}Jx9^llrPDb!C!H~pKTU%fr^;QTVLZn=1jq^CbaRBgfPD_`$=bFa10-I4?@@J~K6dcwbB zgUD66Um)ixY5PxvW!Y6ScP}WeR+um~{Df9O%F!#Jw72SF>MKTD_Qk^5KX>OGx%DU5 z>dFT;^xU*sVS=cf+a9l2etp-lMkVcQ;Lx+0&VE>X!L)GothpE3rQ*8QFu8{L!1|th zWH)g!MLsN3T7Bi~hf7}CphkDOzH8W~^!H!N&K{b$H#mKXH6~Ad4Vf zJoYbd*tJEP)@%t{&jLM%GLvh7{I{!eV$ zMek3{sbP&MG4-MBj21^)tF-j`pzG!Oprn^^-a3^3#m$v1|DCOJ40mVLt+MK~08JYnVV5f%+?H zwLwjLHZ1CEwE?vqA&!HMs(s!B9BPqICp`r(P_bJ=AF zBRLzDRy#~Yt&vhhSvGNTMY49SVba|U9rj?fjV@)n*j^H`zU+n7QfGdB6pJkPY)lRd z+#u^?AGUJ!!_-&Zt7eB>{b2O9VV?7))1MxeOWyJR2Pz;YVgwvlTC23edQeex0;wqK zid(24b1f~Vu>_O_Ppwf(MNSTzyP6_hkFHTlbl<;p)%&3nh%SrG+uB3kCY5BV%9Q^3`mvWa+1FezS7mK{Q!w-97T4k_$#SF0h`m6GSu0oRC3VucT54&?@a#S^S zs%kX1BH7fF@4j}?g0R5A)gCKFgX4p)Zr5KL=3~2L)*`!4E^#w7wboiJb>-JT8a6Qr zUXn}PBonR82fq!-S+&?yz~wN6Pj9F}d1YJ%O@O;WJg5t2N0 z*Qt3ke@$8?6%T6XGuqB}ZT5T_QRA`W)SD@CrUyDVq1yIFi?gg%UvTx6tGshGcEi)( z?FI7>T$(uP=wf@n%!`k`ABHaa0FSC;+nd8Z53FADAaoIHxKC{$sAn0^wLay%=BvxO zOAfp2R{5IiSn-7+xCXfe@qjO0wQ>E1CG}Hx$t6S;9lheas;WVA-z3}i1=oLgxks;A zbo~0ok4yh(1=hifh{v}-u2%UW`Yw2bS8Tuj)9_A%6}_uKy`*K1J2#vBI4bg$Nk^xu zLUTV-O!4F&Uq9(VxaY^!EnNHU4O)iXKix|3*szR`?goomn zLSOy*x0FFUu;J(xP(%FkqU{M2#GmbvP6@}bX%EPz1XWg$^_>aJ#G(DZ7dLrMy=qb3 z{fKQl$e*8(Bk4!kA1%(hR>ysiKmZMf9iRS5`{ripns@=e+h$n-rIR~9fxNru4=j>G z`|{uY2o?LIrCB#sbN{I=pSo6pM;aJye>=WyE794;GwoISsr5!r!;xAmj9@KX;qTT2 zU1#>W&TRzg#4SiSk65iQd((37{*+~Zw1PnQt-0MLy>J zxjVJ-ODm;W`3q*KR;+nrx73~AfHeXomKegs7`TO}hQ9j6woIGdm^A{@ zlrqbkkihAFMl7BeoM#!smN9fgXEZ|l@?SE92{LGFH-u^&&=N_2HLcUvUprEJ;Jwko zEQVN({aRDvkw!X?ZGRl@`a#>~dd1XTvlei#1%)1H8idg{dcE-rrmx}LdRcZ$T|pVM z^%J7hyWbZtda!cCiNvY9DH6FHu0tm{Hq z_8)S(9QvxN29%xELT&d=i9b2-@`DnimnXUpmabpE<;BOPe^v#cmJUikMBm-o4$2sJ zm(7JtPOyJ@(-gN$U#8NNTko6&$bBfm_wg+#AXaNMgl7B|g^Uv)pU$Lnvsh-%8*SN} zE_)>l7P71kXbROh2u~3o-*SWrvT&b|h*`Ss_;ev1P^0LvH|MlBmTD}ku^_&g$9az|Ld$P*Q05mKP6~{y}Yz@7HRI7d^V3OZNbHoVem8lhd_t6IPuq zGqC4wH|3s}Qw?r~uIG9RuP>5nZvR{PpY6x%{a=)OSh#sCjwn19IUAk7=j*wr%+}l8 zYBL;8PjU+K{&}#)`LDm+{nIi3o_sp`boS}!@mL&=j@h^Kk58&h!EOE>Qt(f>%~JI_~8Qo4xNTW{2#O} z*qG0SsTEZ|{&emsv%XzM6_Z%{9xF!)-Kss3^30V6_a2G=S(Uk1`&fnThfC?P=LGqG z?JX_ecI45Abo*1!4<~uWmvk!%{+`fbq$04iFCAP&~+W!a=TuC3ElRYwRb?Uh0Y+ zd^G7FTbr1y5YM4T8;;H|XD4{v=LS>u+?{vYU8X5E?%|WQQjysB_|vhcvQHd6I3A@v zdU5b#bW?DAoZki>C#BC55}xqYGjewR**oFHeV)!gntE{%8%Ei z^Y<42JaDd8tMETVcd1`v)dn7?rj2$J*cBD)4z7Q4`{hK%DEZgMJlkz|O}XD9^-|aK zQz_H-3YFVy|9F2mxFbh=x5eu1qID(A@%oxmZ>c>I@GVbKcIkb&apA-m-tE)k4=%jS ztG0hby{PFLaDpq(ihaZ$)m63J>foZq$8=1xc$T+)692R5*s>{3K1hnVWNf(TW6TTb*O8k|q~zw~R~rriD`@4m7qFLR&nw#eJ%yS7!yk%E$wPk5g= z9w{i%v_79EVl*kws`QIw1e;=V<%xm<&H97um;QJ(hj*>gjVqlBuVzf-jXA3jtad+r%X&Ex1^JF~G({g6?Ib&%r;r>t;%6mY!=;S#!S!0LP zsnBJq-b`NYN|wqG1xc>`kOHk-?)>K;4BmTBeq3j9(1=5-FO&E9mQUg}${CONo7MiA zWIU?po+bB0inHkB`ZX^uI39kbQTe)e`@Nkt3D5n+lN*m7>(Q52k6?2=?6~fs!gYqq z(sPo}gM70VuYcKlto*`(@amQ8&+q*4CJ{IRbn|R+{ZpUgqOUSkSIDo=AMIG3s3sNO`m^N zS$br$aQm?ye#LTHAn7Tr`8zvt_* zr*luUpD#=Jc$BG1UEIGExu$-3vV3%^>zh26Le|9Mg4sLf|#(prYDdA6e z{KbXNZOsX4`FlRk-EQZwElj?WUo77!4OH?O9`@YuRONpF@-$o;CLiqGOR+D&inrA%JxKSjMBY5@N zlFj=*UoTnQx8@e(lOW!#Jy&WL&Y0tL`;&XI?T79DH&?!W^CT%Fes0Ny2K$*umr7Z6 z_vY?BW|CGVlB3FXOefp5y-zZZBioWIZEg9zUko=R7nd2jc%R&H@o=Y@tjQeK=yOd^ z^?zL5r*b`9YVz&vic>eopNiMrx9{APEj#x7xOkcK&%RL8DOOKseY@+KZ2RH%m9!ZV z`l>g7y)rr5n0vlyZOXxlO*gpsRwuV@PEgBN;D080t||5TSNYIze{S!+r`aRU7m4Lq za&Mc%8vXz9jF0v`k|658F4Tcf7in9SoGB2=vE)hvRY*@}TupPRC_VVV&K*>PK*G^! zrtaxX{nYx&m+!4QXtMmTxRJxGbW6)NAO5DbEC<7y6HYsBc&adC>%AR&KA+>CFju=d zHR6y^Q=qg*qP|s{1t=P$84iAZ8FBo$UiZqIY<|qsKiz)fleJ;f6su(w>n^YTW4b=> z(4=Wo=0*$ES=N{Q-{@NK_x?ApmxpR*y|mmgRYt=2t*A_Mcy8Q<(@%QK_kpU9y>`>Y zbMBkjN zZ^~TuW8PPd|3a(w$N8Gw+`TRPnMp= zHTkdoi|lLEJ$_(Xa>DGJHpUg#&*jX!sA}?{-v0cP|7PdENZjz^>Df@pdOTs?Lx~wD zrQg>)|I|45dUdM7c@CZ!`Omv#4i)j_Sh8)CVU9jfe6IOz@%r>> zNzP|>$T3^nd~!M3^H}0WA*>EO)cFg(4 zxlay6Ox@CyEMQ!t%>>Rkr`gNiolaP|X~T_QWee;Bt18nvsp&skKWN4udO3%FB>T;c2`Z=pZk0774znt=^_6Ew*OXR z^95VvSDbL%(qMAD!t0v0lh)JuCrrLI;S=+Ey_*Mbl^wU-0QQVd{ej=H3CV%#J)5fLCSR%F*HKhs| zgRP1E^U|kT@4M4_BY#l>)IdU>8QqE8JGRE-V(_V|9>M z*DA|`yKD}tb;8!K`^vt06`%FbvRm_d-GTVY@$u;mH|!3&%~8!y%`9Z%+3ClA#JT{qe zQvXf7JMZ#?K6Vc4{0n%STMtKlbpY40e9f}$2l=|nZiheFR_ko?)>>%V<+xRitIyxr zW`AVUlJ#4ESfw?*yB4!->g&k-V&8yLN0x8$lUH63sacnQH#Kg}^J=L#s=UYeE43|3 z&Q$m{&)frP#s4f2T({u{+lG(}6@JaO%MZ@GoWNi5{qE(H$)N`IR*iq(UOt&D`q6y8 z-@fGs<1QuGOe|+Tu8?NIo3_?m?|qD&17G3>zh-s)$FHhq?NgsT*nV#NUHRHtH{H~k z`>lVvtwmjboe0H`SoOd`uZNG!u5uSEXq@ODc zc=%G4+waE*+k-|NlINOi(+|qs$ku#YocS^La^tUhUNtF=&!uKtuBsec8eo*yUH{sC zLrYk-c=1V7zCBerHmh7~WlyiWm$y*WLGAqFWycT3JxaLqI+yjh0`D`68C&mFyaqQO zN~PqNm^6KTb}`Om9@ve~Eh7Fk#jm}QZn!qXxIOIn+Qn{f1p*f@cq(KXDqu8+wfbDsQ~n=QeWE|Ucs=K$m-v_O%p1-N_th&hud!5(7n_`25h-10cyjUo z13JlvCcKQ?FkMIDynGC(*)yHBI!^4&6Ht@Mk|*rf>DAqq{BnLWtkr!@w(bYzPLPZS8~SnKoIKdXCiRXy~3 z4WuZk_G_}8@>XxH3$RTBhciJI{wZ&h3-B@vc$Lq5mKAXBLh_ zYF~6LJjC9Za`Ux3`}gb*xcI?=zygLXuU|c0 zwqsU=sh{x;O^bwwdAB=vP5D;vtI9V#keS!%?Btld*>@~t?!fi-+G{YIH+YSAnZf(>3{DxOC8DACL2Q>kvUugK7 z>%{yoU)^Nk^8=1W32U4pK@n8^;DDt8xK*kC_1Uk+@ar6F_$1FYGCx1iSe)>a`QCHm z2leyMJ2Y?q$@8!A{c~f8)zjCC%35V{tgVIhE9bLEZYa2-=+NK#Z>#pXfv~)1zJuqOw*>7Ee<@v3*idvUoam?(vJqRT6*RDtB&YIliYc`Q8D;`~_ck z>{`b4C%=3q_nED;viaDa#)ez>W9k}hX1H2BOZ~)H6n0#w_QBPq zCKl0V1*fDfp7PH5#I|71`)~Hl`zyEqm;81AZ9Ut+_wVY(s*gykK5}K*)#R+MJyAIh z-a>lJaD&r3de!1&wW4FvmXCYqd^{#U?f0?yQ-6c${}Jz`t4~O)J~{e!L0HL)84sWC z^SK8u!uD+X9KqH;jk`PAXkXX7jEjbc74x4=2>;jged+86^}jQi{@->N{`UW@d+-~{ z{3$)+{C{FEE=+DSzIQ@WADnu&AO2i&qGPqToaaH#X^tlfz}6qA@Lnl+SxYQv^@b~} zvk%JOwz#&WBJ;G1*qxRKVgIDGzfRTIdGzY?_=C?sEdG0SUU9YUYW}ScPTE{{zNew6 zFScv_0|}ei7Ee+?9kaf_vnJtr-4+qoh&h4B`{!g_bUdt?|741}(^mbv3{QgUPSls! zivFnl_c`Og&i{imUJB+<=@6Hn2`bn=WZgd@2zBN1eSDIIrGBF2^AaRmc+&SwG>-ep zTz6G{^4DBRuXE>~AJjUzVpZW~q2Rr5g65mNa#$E`x}lWC`OH=6SN|;=^eY@U+FklP zDM?v>S@IJJW80^_lRiDV83C~+9@MKzY736LSsC*FqI^POca`<6ckWA%x!1Ao z`z7H8FZw+vBBCpOtLq*1xY)f%zgkT>A({WA$Gqs6^v1I5SFc>Z5#x0GQuzl%PN^Gr zUY(d*_%ZfBkPwJi2d_jcAa#K`|? zo-t9xqCcrE_`wOyf+r#o{~GdBj6E{%ry4sn-cK{W@ZWs%%qzhUR5T6VecrOjxs_*f ze9S$EYl?@TFkAblZLrxM<+NU_>hF{#J^}a9G7q@+0 z`fppn{rT(?5`RkFvZQyJ&A69!^@y4`pUdCm=-prPpH>rwm zjtaY<8$0jw13q=2(PjaYIn1Ze70axN6Ph-whEHpi5c|Q-<_AX{H~eAE7wYr=xt#O( z{uzN+ck3iqePKOoq{cH#jzyib>Erxb*5e7w9x5QZfFg+>Dukw#Z)9FI-GakUhDDtZ z)Yo^rutT1$_jl%n9sk8lY&rcVu{=&)3mO;du8o9^3!UR%F>gaec)|CJ!aB_h9%@(= zis;lkp0#|%eCg+osW18E6jK}(9KVOXx>&2eaNko0)7yHI*8^-$?H9Q} z?VX-?X1$94{q4d2O_Nm)?s!%W8jJ92nz^UZrbE)NNqEA8gVS>pSL#3c@x%6@5m-q5 zAm@qf+jF<_rkxH6sVmj|AC%PF^kQ1sn@L}P7?rGMQ?p9W&I(HM4*u}xj{DE%&YR1_ zL?$M4e4g>rvtW{ngy#iN(LaYp-49g%fJSBP_*boKIjUc|A=2X!$QN@gxcma*v^U>! zJaa%#&}jA582;b$Q@8$iV!N=>jszAw(y&mxSu1YzvR$!x`SHEnk}j9;bI+W|qVCyL=)6r-)+)t<)34=e zUJNL4-!VILO^`YLVDBVJz9wOCgt91D=EEo4m~{ekV#xvAjR~=+?YF z*D9vYu{-tuF8}S7>IXe1CH(2wzQ~!KSN&k;WJvq@T-NL_{Cjrge6YR`Zh{NVvEZC$ zzktp6<5$_G|J+yI?D?fqvXbpsP3nP@v#id$*p$Bw`)BnbS8es@8NL^jOTRDv6JK4V z=bh&&WjRIj>SKVwei&t1RSZOz8G*{y5hw_c2|Pnd1~>UHtDeE(k;S?YvqG8kiS z`FX1OX0I#aZ`z!)a)!Vf(0J_YMq|gF($mZJQ}RZiQik}O!$=Dv@y+wl33yP~qd zdfyX&{I4Y1KS)z=JJZe6bFb zE!oboJb^^e9QW$eC%W^G3%*)xtnj=C{bDlD? zvh6p#dHqg`=ePQ5?-w%~|4m;iD-`Qxvh7~r<*he%wjYReO6d6mN&^*^29SYg#SL$4 zb{?G0oLKnwsONE>_5(AWADmGH4I0&~jO<*y*}ZrAtg2T$5`Wa%0@QmFvc5&%=l&Wk z{3G}4(~$H&p-+p9p1J>gJvnuwY5Fg%-1C1wP6QRC=O!^d{1uQEF|+=@+O~_1hYbs!Nmvx~=+qz3Pj~jVDUQ1oB(KsugRx%roYmPY zGZ*va>NU?~)2hkd_U5+PL2uuUpBG3l{n>WzT<*(|)2AkX|2*NPWx+HJQGT8{P`fmo z#ki8WQosmQ#NBq|v`S-PKle(a6Wq1~MZQkG<6QPR{ArOvTB(vcAK7=GTq-LUxqQa2 zrg!Y_RgLwYs=uq^UE-rOKR#gLDYZSR`*zI=iCbQ)GFQgEb1ayqAaVWG+7}lL4?7k- zQs)q&^^EHcw=2&u`o5Pa6;=oeL<4ga{D15PCVx9c0L+_T}$jQB} z=6#$e=6q65X<^|)(JAHgeGJp8_~xjxpPR*;ekiFvncXVw$G81!K7-n|@6IlG;T7@f zi}j74I>iEWEIH1}u%t5_d>_9((fa=O^|vcF+}_>7c5;hP#$$Kt)R7FXv~SVxp$4iys^cEMWZNWeh6fC6C`%O3{B*&+@YURFpM=iPaY`OI&v5KE<;!ZyZHnUQ|WDe`;bBkry*a?VTH`{f^ z@o-|nLxUX!5-|+>)WmZ;cJk$XsAB!ORLVr^&Ga8%c2m{a`}N$roq42>p)dlCOEe_9?snG#^&h3uBl3y z1rlp+f!yfV%)R^|>x7Bj0X2KMy$|J%Ri zzAnDN@0a0JfBVjnDZi4$auoTO%dv@bHcylRr!7#hg45Q7*UXWd6Dms&K2);?4^~GO zJk;62P_;Jsy>nNtU~=t?goh87O3hemmU+D4szCwU>0^0M^QG_n5b*Kzu6-_5Q_8fT z*SppL3lr}s2yJhc08_x}T{v)jF2Pk5-Zqd+Lef>W;{>%RTW1u8$@PUiIP zyKg)5!2h%A!TwF$2SR+CxYc0^&1eqG>2tvnGEIs)+jbmGntI5y0AfPJm1R$2IZNeE zDDF7uRR7_2Kuq<#Wf8*9S*L%wdn!L`-!&$kpIahASO3na=heRNx9?21uA<*-MKAxR zZk2;O_`ib^!5l~lVGOe4^%vWODyGj-{qpVpTVBk7ShC+?8?W;AIB)o{g6-?ywdV|1>cme^PFL8G7W!Y@d;T*wxdnDmrU^h_93~ zn!JiqQQH9qx!ZOJj6ZTynj&TfGT1urHnv~~^v7lu=qoS!EKl&b3T z?$xqj7Lzre!sJ~kVC)cke~Iyn`swEu{ExL-{O7)R`k6<+W)vEwiLkP@_en+x`aI=* z;&>*2i)ZfhR1xDQrsXYL3)Lgo44pMMOkp={w*K*{#O){8jM?WBn)8<%@8g%!Zw6bw zV4+CFspfRyr3XUn9Q)%B_}QvKUe{sxRurUIK5Bii}&Ob9;G&;1WkS=wu$d{N3wnY zU2A?iq4NFhNVPxPBh|hsD!)#hI1w~R=PYS36*69#7k%#Kgo*a+U%a1up|el&RKrr6 z4#|WAdRI(pKJIiowCMZy-672apC3)Tur1-txrc!X+dth7@$t>{$*d02TJu3;zhN%> zz8J4n{~s=Uz4h#*Uo$+7(nMIM@r5pDmwho~p}>q&pv0bharL7IubQH=D?wvSBH-}d zp{##8K>zLh)D{1o*k%}>-5~$8ou}IF>=V0`O+1pUjZ2-^b~f{soVZYwpamMT%$xtQ zSAnmZs$oo5G2>alM0H6ywo(S6cyFJ zUkQ$xk}W*0AQ_*Zi6^GWw}Ge!Uu*PJeEb{EDml9eCmiMk&u&ae1W%iZuvz%W#Tr%p zcg?)0m~6plHizM~{D;%i%dFPM-dcI>;-ggyynjZ&n>{&ORQT)6X72Ov8ts>F)300E znH%8#$L`jBvrF1`I)=wmBcCZ=7EVy+GwSKF{_^a= zB_j?=zXo3Q18lEK(qBH?KY=mn%;%@krVoC8TKwm7jb!pN_XBQ935x|cJmk1>!71TZ z)#J6G6)Kf~pEfU;*m}S*pHD}(dBH=D8wD&m0vE5TPd=}=Mbxii=k#sYHCO)FwlHZ+ z_bu;dVgG&|*=%@RB>VZ-%C@8F{aFIH+Ze8GIXo}w=?j~*DwZ4-renVP;h+%@jvE3U zyTPjnivG4=y4ka5m&n|xd#L;lSt><^X;$`LpWk!QM z?p=$V+j-azfW}K&c-RlHeOPzT!zJq0%swk-vpEdX5MOq@(|PT8$@&4$H4yuLJw@0ZYd zXuVNb)>wv7y03v(;QFi|vwrzR6;)TgI92#%_cyJ_HMND`4z4tw_rCG|)$I$USg+<5 zc-2nXyLZo3ZBE6lveL`d?_E2xw_k#@q44iRuD*lb!k_@Ecy2wN|BX%0K3^{H=*Sh> z3Owou+Ca&01LLCK-%hgp+wQNXuq%JQk3-M?-zl#+H%w%?k-?P1(fYR+lo3-8Yyr2N zbm|>_17Am%RUbRDEnVBrOaE#A+r(GXXBlqk-EdV+DPuY3 zx5aNavq&p1V?W@=ln`@v`yyv|Xr#IDupih|ym#9NW}R~@nQQ&GyyyVOIH_EYK!oz{Mb1ZiR405p`V>-Q#$NdS;^Fyj<~iw>jN9fgMEf=93S8f|%v49s zTK-lzv#8O7d}ALiHGSOzqjx;Dum1&G@7&$m{nslq^hCmc?@Z~3JAO%YZ}hQGyDi5M z?dkDRzSgz9PlB&O7ZkiZYZ_$c#x39tpDteGZh6qC10wN>eb4-q3;**bG5){pc}ywc z-!qlVpX0TE>Wg)+1@)u68*~+SK>AV31J#t*uiMxDx|MC(@~<+QFhSM<3p_cVWfXsOewgF1zVg?6XE z{J8G*r+fDg@f7+fBnQzy}o3hR3 zfl-CyYbItxp&de+I&T>!HTl-J( zWw7Ce{2Y$Ljha^`da`bB+duXGv?re@)fn1s-K8UIR52mOpQm#&jAieS`na;rbX_W$<; z&i}e8Rll-T|GGwP0hIvD_pkYS4Ajxz@VU*a^i0R%$392SXMifx!yw;ZXZp96f95Zb zP3yMQntW9gc(H!ntgX)_l2&BCdNGyLTt=^S(^v1jos+g_Jr;NxpH(vTmz&t_&ZVCx zy!^O+>W}MLf3i6b{5|_rd^&gy(#Q30Y$DcZ{$%K0&0o27k-Uyoip9UJGXJ9vY+fg; zE`3WZNLBRCoF74T?_YTrXm81quDN#bs^a8=S(@Hm*RHZ?@J^PzF?A8+pQ>Kitk-s5- zy?3u|SblGn-Ro}#-DZ3Ay4dTLolo+GFDy4anR-mGYFn^z8aVFJ z*8{DSI?Y}dxBQRe1rDY=ekzw74}(LokV&VW@w}N{>hdK|ua(WxwmoHkcB(;A6~h}9 zhGWL>!$Bd*a6_;KTEEvuUWniP^lEFv?LYGqBw2XC!TFPUpW*2x^5=|Rwr}?N)xX*2 zeEr-f`z3yWhVTpiorWyH_@`~1ufN_Zdq^h>@NJ~;)JM&=^stSlHx8Yu(Gk_OwLR%y}lyT zTe0+r!}qj8Z|n0*YiF7idNtJgH|$k8;3u4Lp1Wb@AErom9`G#8^i+n1r&q7mm&h8< zV@^2FxZyd&4dsHfX4fngu8A*LW43GGmiziU_c5o7PtIp=T-m``-~7OIM~;T3Tj`ej zi~sD~w}0xTxUEilnN@C+KiV>U6JkgfeA~q*Yb3)^9mfcn$NefF=5Hh?VEB%s6f~7N z=YQ3?dfQJo&H2?n?5{Ow{QtL^Q~$+mezp6;3HqD{VH|5f!z|ky5U^4Q+U=MAp(>|$&9;bb`wm5#|6lO7n&XWs z%Qq>eYQ9F>cF^P^q^$oXW<4W=g@rHg!>YHIEZ=0n@(#CRn3u{femiYjm|Hu~l`p@x z{m-`++Wm3bf^3BY?_YH%X9=(S{Pm~#53`ke%i~-kZ-vDxPFO2ed%j_B%7Gt8Vh$S4 zNV8yumri=UpCmW>7liDVnGc?vIxx>TLB7u7Y>T{~@r!!%vk4PFnlGOz$5`FjP$+l? zRFUoBfDGkDc0*->f`Ih7^AjYG@VFnCr<}ll!PNDASM-`}YX_G*3EzTvUzMaJ z<^5LMC2=@GnB&9sJ5`z0y3eY(E1O$W``_&seDLb*+tPK>>79m`ofGsG4c48D0Szz| z+!CJ->4UBFpX+#{qr03jUd8W?OFK{dfqBje{1dj_{r$G)__ptPPS=Vu>w65h-j#H= zUM&%R_U@^8`DDAPzy8lGyZ@pu4-6TERQ+B@74N|ID-l#Gi z`??C$%`RYhW61)JA7|KWSC-~(+}t(efMCG`4vPX7nFVg)&o=*B%=qK> zs+!3;p1JM6n$FLR{^`4}a?Mw@B~Qd-s{Zi2nOq{HyiEOoqfo*gc5rdTVo|^Z$u^#Q z8*3U4>t!8o64q(%cnFe^S@7uEmcR9jwckFNlRDu~)BWq6CvIHeQ$MMfx$*nS*}ET3@?6G#z>(>}0>**|3^PvZPheMcj(Wf6D`U~#Y<3n4 z54V_tiJ*c0GX+dC7L0rW#nF#dw*~4heJgD{BbDL8vTrRb^*5RFy^`LjW_;>>uHMyq zbt{iHy>tJa9Qj8m*ZSo0A3t}UyukcGfzcr8C3s$vfo~57WE5+$R>GeHt5@sG@3PP@ z_$O`gpLfoGwkP}FJ01ILkaFR_Udo+%?wRxcvz@H}$Z#Gsrfu;*b*=fmD$puJ>-L}b z*dt!K^hiDj4IO~BgKDODFD*UYuXnGhZgsr6^v~C$ySDtDGksg%jYl$-{eMiit}Acr zH(h#k`=|5=1>yI zzQ`wk)cp0UFExtsr%6iHKWUZ!NA)E^>FR^f0|yRh8Ge-i)Ul^muZs6OGM)LD|KNvt z!5{7V1G8Jc1^u(yEfPInru5y4^-zP|a% z{vY=?g2qbqnfO2ru;-r`i;5O!y2Zra7WF#L^L&5f=lchKuK&Y$zru)dUhVIcpnvB6 zYG3Lm zJXZ7iU*@qtJbxzlNG30PzTfdvJb1<-4Y^MLZO~-g^zPbqwOCVO3kE(J26n!Nr}{s( zE_vV-ZJqQwR`&0M5d92+SD!U@{7MUwmw9VndLiNBhfCZ1zPzlzUGi$uxdx6MTk?HY z-YBcMQc~;nhO=M_i$u9e{KbVyZ7207d|liL?iXBMu_!n$c5iYin~Wu6-y8;azXoN2 zyH&y0{(GvnSyd|Z?VIxdbw<;#HJQtgS(YljU;CTi?${NsgU+>PiEV#1>Z4;tUpKFR zyFqlih3<bNLL2*>T0$x3NqJTxmnm@1L&XNsRs-^cUfD6O)0~3uOWV|q0 zJm2>M!?Kx<7ao`i=P#4|P+valrDVYr9*OMh;N=jmhyvfh>Z+NSkIaWX`@p?V9*ZJ2 znMTI*LFeifmH+PZb5r~!a;wVwYs}u#|6gBbpS^B&K~JOVC(pX{Nk++MzVKLhvB{V+ z_swB6{&^HU_*THCV=bR2r>k>KHKw5$G`1wePm0({hJ}Tz88h>`F_xEzu&QWjP55J3eW!+m6`S2 zm8mjbfq#?axrUiF5AMeuO8A^n`StA_X<4H=jPBBTe;>@|C^lIZ-10P4jE-%4H5a&fZ$Q+uyKKzBW2P`_vvbi*FnjUMxMO>e?11 zyai7<5Yxrc*#@Ui)G8?H@z`Emw(JQwTrHXV0$a~$-2WqP7-8sxK0Xwvln@iS zqbb?oYyr!eD9A{+jFH-Q`HIr7ydmLHu6+&4?gu6+Kj1iFx^1(sS42+jZdsis=H0o{ zCDT%FbJlks*1hx2@q7H!{iXj-dA^_ZO`|?~x@?x+yw{&EeXVXtIP!(X!i%XV_-PlP ztl=I=L%!o7OGKHR`|e(D@4w*(OP;%Q^GW(OD61d%B>v}<<&Oa7?R~*3%eUXNQc+sC zwcA^9`h&UL5wl9Q>ud9K*exY*`#H+)OFg_!aHsB*yr=b*hD>J?FMI(9=VZ_fhKUTL zdmOZ4sN8ZFGz#_c_dRgI$OOt5_nFuIcWPsPd~k9n)8m7aU(P-t;iUGJ#p0l2<}3zv zr^Nc=pRIpaPe=p}mi>D4@%|TPowYV$^_gBWjOu+2!tMt+CxG(5w8?|#oS)bJF-fc| z`M$YD(s`Ns0Z*ZXmRH~m!vxJROgh%z<^1h_Gk814R=u8ZgtOogi$x*R9EKfM_qV;w zooakkbk1e{r{${Gw?F%}stt-aprJnX-ULSC(SXGk#^YH!!j4s}n z=STmJ{Pp?8>6uIIC5&tt{U$Lezl*xK(77$2>0lIeiFkS4hGm`+x2D_0&Yf<-TOX zqyIljvNqZJHp477cS05092MqcE5S=cnlfR_EjARdzNc${An3Bc&8~+mrxnsHSo~y| zPRD;(U7KL^HXvHQ$#}=NhnN0E++Xj+Ww%}5=|^0JcKz=&6K-vK^vn6SpQ%+E1JiZ) z2;cf(j?~QEBIlFTz6)4*_jRfEYg>h!N#SdRuXOo!_bao`w%YJO!^xH`=VX}D`5KKK zqNe4?oQf0PP}b1S{r1OAn}~ewx_NrGyXs%hI(x0)WA5c8nJ2yoSa@^vWOIXdD?Jpj z5boIx+4ptl+szA_8#YudU$xbL1CLW1Xqvx(?ZvNm7g_#o?+5j!OcMX!uQ7Ql$CS?5 zxN$=YXb?A!4YEA`DYNzZn@j6VIJ>{rZK#ZU23gF&dT!O5ZAVmfJgcwoaN~}%Or2yOw@d9I4!wW+^hNUgp2QT@}4{H*cM%@_c?MIcp*ZH8+b1t2e@1~ zQox~OeSY!WhSsBMUl)NE?;FDWJS!*Wl)bOnzg8ZHD?xCeiK(jZV`AwWe!uiU!!qA?EIe9&G-4VGL%;*vuSR~ZtYZ2Zhp8WTr?9=b z@0(V|GDnr^nCM|`tC9mBlpdVvZU7G>T3X)G`OCas&+3l!Ze>=qO*Zt*2Cl>FYdFsm_bMJrM9<`uCC60McB`;*{?s5Z-*%QOX zh3bSsnO(B4-uU=_$%5Cneb@@#fryW{eb|2ePg4u7`V+14?&`uCGB7elK4MXUTjy8JJ+6AT)9oAK~Zc$u90 zdY?l{uYFfso_XkJ{=+}p3;t=>GcJ>^YUKK{{N=IzGZ^iCr^~&aztmg8*p^Xm5`%In zxaTSSz)1qyzQ4(Dlu%iE^r6;#a3_LcM*%|&!;5{jCX5DkzcUWSs@=1lwc&rh-K;8x z7!`(NwUfgNEM$%LaP9b@1zB*VSNSDnQs{xK@;8(J@3a5^B=bbUzvzbTR=4kE-A?-% z|9tN235{BJk8U-d8}+hc-Q~%8=a~0@e;aakscidgq1;%8#_P#*S5J%xirF{qmap@& z=lfkh-Cy)GUy~na^nFy?L_t z&&skQ?fseSwmmH5J6Rnw=R-!lHPhnUbdlShJJPB)IKKRuKk?7@jDOLf4gmL)gC>W6 z>QCmMkSyVA{OFa}!Mhv5r4huyN4KVF>FwitBUE!l>znt_+cQt@l&amP%P7^t^F}&w zQ?$>QW&37C?|-pqW|QgRlWF17Q@-uL+il@)eu*6*AUoNThs@DAMgKPWVFPr)0{<4{JjN+XQALo~V3lmTa z;^Q^YoYEfK8Kq}VtZlfe_Xj+7Bw6r~2ekX)-qy`)bN6nHzH1>iJ?_-~OY@}kw(VoP zSr)LgPx21OqATB5OHKTiy-M25ASH3_pj@JJK^H^vnVMhA%D)CATD(ElOgO_PIRyzr68_`OCs3 zjF`f04&o8x7*8Qp*K0ilWw|NG5rg_Fs&dYnJ{ExM2{#X98 z=Tp7@+?DwcYtNi8iu$7tUbJnLpp_qU&r$A3&w}j>U+gN(T>06w?veFIaarRjjG*-d zS=sl0HGDaEv+Ue_yAs*IZyzU~EcNNtw(NT*nR39}!!#)-Jc z(_c6ocki%Eo6{qCwBg{w!I*VO%bx?ta%ua3eg7c_Wy_+(8)n1ey9Elfn1 zou8k4A+DaeGPC8LgG&^fqqE_LDeR8SvmN);S}-oF{awKHAGE~C@6Xxx;5W%`*G?v7 zz5+!M)C6OY36ERc-mp$Qt--lW=Er)QUddC955>2%e)0aYFwX7dO}9Ts>Q=Jle%^Cq z+quo&lCpUX|9%NOTW?U9nPvVfH~Ob9=i4hSWivcp_CGzcz_a#(ilhk_i+B64dn~dq z7A#blQ3l>(diQ~kMdn7&w?|5vQUy#zSiCC*Oc=^Cj}>OxtLkn4^ttC{;J?gcEryeS z&p2t6Cc-hT&+*KKD9~&>cu9c4jTOS{^wjPIKV~_tkfOmp?UO=E!|rQ5hr}m)tzO#m z!|}(Zf3yDTbZ47R=e@==Dd7gU()IS4#b$2z&Dug)!(ZfAM?J4no@zD!rqS;^AzuZKm$*Ngmy2x%E;k4=zeRR=}5I!9H#O z0@43IHtpSV;0rX+!bW6GCDo;!9u`SOwtw0xnjk@xrkwvBmn zd9&Ld#nf8pM%*pa+`qbC<#qJI*r-<`E3>|o{Ez<_bU7zEt7y@_fJOU{h3Ba!UN3(u z6Ew@;*p|&qi1~38Xx1#{MVP=A$mHRdqy5Vy1G!=*`+w~WiefW7Y`Ec}#0`dJb5r>L zJF#sqOE`Ic?O&6hl~d|x{Yg0SMdXGDS5LkyxYx#&lc8!b6|@{See1=W>~XP0Rh`?m z@F=x8CmdGX@Q3mJWXTWvebX-d*PCe=Vfp85%ChzYZcYhzN#CYVkW~Rt;3pj^5oLLCYC#=*3X*rr(5!lK*gk(#4}%bZg{Zu zq`v{LYm)?*=Z1$RH@vY~U3}I4z@u0D`~Nv)S}>cyK9^24FZus}*2`~e=CFn|yS`SL>@!L4z?4`fso4&PtJuDT zuD`=s^>ddTZ-kHU4$+7wzq%(}So<5RE1xIt@?p^!ViA_{O_S9{iIuV&Yy)xIK&v5@BLhs zuuZh`lfdamf0wu~igvybvTe6s@U5g7jC*;!G*jlMJo2{u>3zC~<;HmyiTYD*T-lOQ z{4=)Qt9;$u?*Arcv)${Noeb?q<@QEyGT;T-kq~b$llH3pFi#%qKIybq`+1F(8NV4b z9+MK4)>@Np!I<_?_7L~^0w$aCd132ksd-L$+FrZ-ttHbp$k4RH-9^s6?~>+d-Ov4f zjp559k;s3isx)6XSy#W7bl4RoaLd&8@w7?De;3^6-dpmjYx0%INyX)Rv!o<9%$GEH z=Xcj(qer79GkDwngSGw~?N4&A&Wu#rf9&Wz$@7vMp7Y!&W_#1fcv<9Y=9fAD_x8+N zej|VNey@!OjT2K2B&HoWp=TB%ah|0qb3b^GVa1Ol=aRQQ-;(ZGAg6wx-D6EUQ~H5M z;|C1Yjn%(y7TBg+vdYGe;`OWgJ0u}`vGC$H1u7OUwk+a+QdB(;$AI&|UXs32}oSD>`X~D`j zhw1$M2XzY=|Gsr#{&l;N?dyKo3^y*Bvm3Ic4K74^SSaiHA&BnE=1TF zdpfRbcLggq@I4z#KycYXL=e7Xa8#BdM(-47+KN&;gGQm^ZB{2Kk~nx z$?>=+)`AtfC+-1*%nY@y{)?Y`zRg~^-y`dP6`RF}(4f9~l9mNCEDiP@xE+va>#Xf` zCUG{)=4X?^ygsPYd8jD0%ut~r8`+BFvM(?6eQ+MyGH)@&4+&+`}@%j?y z)~`Iz4>V4=Gk3dP#cSb13uio9dtbrR^3lt+>>gtC9?Do0@X1VgeXl~T{>98cE7K=P z|G#9c%+42Je7)#_L&Tf<4a~14_leIat^4qyb8dRE<4@mCZId4y@GN+sQt^-F z`}^4e_22h#e%bzhw!{D1-+dEV4kof4jF_1Uviv^RnM2ks;`1IVRJ^lEk6u?d?Zhu( z;ce_*Ytk(^K-&Nrb_cGPyLy*vWAFNj|D)I}ay_ctRJ}h1UopOB)W-aJljW`euhkVF z{^iQ6hlbDn?s#p^-lN&4dt@xm$Vg;<17*8&khn0K!+d`3^DUdsuv9i%p8M<2xfSH| z;s*@TrNNzcr;WW_f)-M;){bGKc)PJMXzpDb;b7jsKqm1t?3s_VBIZ|6+n{$HGP zXXlkU(;a_UamslX%0Tm8(!KU;ZTL>~HL_UUvBr>t?&1B>DZ8I}c4 zb~h^D=RE_ODmr*ry=>l@+e`8%v~1WRQ#nmX=dfkL6B!Gp<+(dU_AXFnku}e8Vy?Qr zYt6b@DN=#kE7kLDo5N53?eQ@B&#LQ~vpJz=f!1P|>`(f4Xc$|%E z_l-Uomd)3!`Q>eDoOZY@@xK3~yor5 z2MV7Zm~kq9#fE7QWh{#L&KzRrpD!@Yu*UF=Lu$gDJ#q?>5pBs2P8b%j@T~c<#N(C1 z>e*R(u@zFa6Sw;3TOD}vVz%zh&Z_0h^LDS^^>$Cy-o!hz*c=Mh1!`+t6-lYuwMQm$ z*|Ccz#vI44CrE3p$+X}Am&TV11Z>LV!dJibRLV@;`g++3$ATvc7DWOwj4YS`Jjwj3 zV_zw0$!?Xuc)!p33r5Q9ea7s4)0o}&$cxMc<&`^ z(x#^F*ehGNp57}^2o8#fzC3W|5`f3myKotcbJ9&`KYat2bRav9$2VQyzwBp&^!}bd zbu)gdn!ACr%{dtf`y*^!u53Qu%+CL>8O>qd{GoI1@1wGBHoHvowdk{R*tCJ?`GJYW z4>)9Qw8k~P%gy}7m1%g6fqh-5=34(x{X48&Ijionv7VLiioKGvP*t?l0@5A2BJ^#&5_b6DLRgmy}3@U#1DOw0l z*$vVAR`N%F&8|xyTF)Z%HpFfIb0#@TqEQ>AzCmDZAOC z>h+JdX1j^aNfVo+!|gYRRlO-2QJMdJHRr#|#oKMVi#=u7)cKl)+Yf$L|Dk+3CpLTf zEU#6mg)@Y{IL24LkY!Um-w^I4AO%RJ4KTMu>~e&AB^Ry-ecoE!iAXAfULT6so3Hw=3+`DPlb?U` z(b;Qzh30u*?s2d<>mcD@nYUuYvWL>m!j8MF^J_m`Q*SBt-DGgqrTXihEvCHehdP-b z9%=mWhjU$V$Np)I4L-#SroWy4%prgA{xgjijFtKQjQQOj?Etl3^SS+Mq7AsgrRFx# z8?)#6U0YZ7I`ol+MWM_b3qHTU&Zocd>t43s;`3kq^bfJ=xH@ z=WX}g@XwcZ{ePvOYcfthICJxZp6arv`tMaGryW_WVzc#&N!9gL&kQ5qhik4>yjD4r zEh^mg*d>*-L51BbIlo*yJ=sE6P^v4guJYwfh!tO}!Od5mb24n3!TCqkdxPhPKP6lB z{BqOznvL5J&OH3!C-a6SpVwzIyuY;NXX+Q5+&byMskeHTNfs8&D>QI=#VdNvM23Cy z2fl}`nHGHWto`#0Eqy0l;JP;()D|+G!=8Sw+4w_v?O&Na_bhJjy=R{7YizC&`srIh z_h}=689_Dri~A>~iZ4I9=xc!ZKAzg!>_WR=tiCYmtLQ3e{mag`dmJpzJ4n3$eIp<- z_i$suGwbHa9}gZ1A2QXQ=J)yX*G(GnQ!M$Qz`F#nK?h7C4lPjBlC49|48bZRnETLRc(%?z&RO?biNj2hUk;lbD#9> z>u7$xs7L+P(|q})HM`C(RBo%1tn`XozDezLWp09S;sx*PRkk6Q!WXK>zwbJs%zw_9 z|Jdr&<{=TM1yW#T=JLuPP22C*HmfYzvctr(SOIFuo!zUur9E>~Sf5&*TkgM@-<7-n z*NrKQTy&DZZ~ArXNRRJ&iPaY$mhIYpvAS}>ow**V6INcgu;{n2IPW65T_|tGhItRG zn~fQFL2KZ3UX#xIPuH5atEM3(QPQv3c=^Gf!co6Xe(gT;Gd1eNk)OF=rgs|8N?UTU za@oNh3^xN3eGi+nZw8%8_u)gP+`T8-_Z2vQt=+orp@~JY)ErCRb33ZP=Pg(%&u0=5 z`y+3`%Kv5;dJHVi8(2h3%(3K2d#KN$&nC6cdPb{1N4BU~_RN3BuZM2@}&D)C(n7sJPbZ5R$=GXs@y<2(m_@>jZluRs`muR5(+C1QfZne&zqlc~kRlJtuYhJ!V$3raK(sxqC=_KZ`XHYlJvp?uN z>6gi`(<)!rXEwaMB=bA>tGK0E#IhcP9cK(A1dp|GCC_xKcq`8T-lpcm2hN8n+g8*) zK3rWKe3e<{nqlkV2Zs_tZMG>3;-6poQWoTy@n#k0mr3VSuBWKJso{-1#yI=DL-&gJ zQg!Rj^d6jjebf7^{ukyhiJkU;W$N=!PXq55eR^Q@IpI$4riF)YwS9hYs1lm9TaG?^ z@bhKV!LL7+H3E^LrOj1)0rluX-u|Ao(^=t-L`avDgS!kdxS?bH{otd4>3KCKk2n6@KHqMQ$jLq_aW*kq(ta(?bd!o< zSP>-!*-yCn!@0wt)?#03VMBFY#eMPF>$$)i01qV=oXlAgdB%Tcp9%N%8E=m~_DD9b zdc^ksJ ztvu-mTQ@&A6j^X^?m@*J_qN=aGEby{gJIsX*042iHNDy5zh1l6n(Yw3_?PObRncsk zXXe}wTfe@%w7B5<9-G+p^W3Cj(xiI+6gan*@-9EvdKp|IwG@~yy|B+waL!FNP)99qV3lHsT14WkXA@1u1ayI30w;yFZRhej7zEOGu*Yks| zp!ECU4` z@Xd0lpMB*4^Ixl#E0u-T84Dc~taEPN%DZq|{GPApqQN5zD|Oc$nX96>`)Fj#sfh(o zJ$4kS#JnxLv-_Z0oyCnK{OrK!;hJnNm1Q~?_bjiF z-m7ogz13+#p?<%)(&AJ%g_v}O9@n*?nxjAg-W|yM{HZS?A+O*F} z^#75Xx!nCOJDg6kdben+AJX~5`p{MHOs4_&{2!a=RxbSBJL#Et^#(2XLsOMOzGO}F zp4_+m;^ZZd*XJ%^JwN;2vV*DjTDD1UESS5|K<|xNK!i?=rC8d-x#i#ih0_-MBAk39 zB3@sMyj=j2StrANy?|&YT8>gt$Up^YZZ0{iaaLvqs)vD{o?o~wIb$!IL zEK^xD&sg->ulLegJ(&?dxDT1FPXret(>GNxo7%^6cmJLuz5Gyb@WW#(3z~EHRB`71 z(d5-FKBOd`=P@z6$nnX-=~u+J+B(ipSvqx6*W7nv+wz5G-Beqn8d$qt&s2AD*-x#7 zy$L(cCP-X-)y9=A#n%QNk}{FuIY0OH)&ti}g}+XHc(2c-xB20*g9VQhcKqabm&z!x zzVv{9hjgaH|JM`Ko*c@3cIby!igT+eufFs}j+=KY!R?}}IX(Z6Enm%B|C)b-j?LkX z1&kmo1H@ zXYVYq^qj529VDgl_MebUkjH*f(^U17y-P_cWeZTu(>ZUadyQf#5 zcv-bXa$&*jg$D1E?mHxk-|Y>!uYa%VIXJAZZ?X7eVn0_WK38?kv6%&reRdS8-D%*w zJm+!d7nSEfvZdApo!PW(`^ES)-;7y;+}kC&AOA`Qg~oa%@UYdghY=O;_8fI}yx}R7 z+7ty!6vx1!QR|XBf7!uWKW6&}X3Kx7mbqQ-3E6QrMB?)iP+N8mm$_dnq={+Nd|UMU zpAy5hZc==$((Q+OogcEXgiTtd6zu!+q{;;*|Hb9&(l&;zw3;b;U);5KfosW1wc6en zyI*t0uiNw1|HantGqwmgeAJ8+Z^=~_$ukx?mi$awL+rC~`yqIhyyuqU#bcp$a|6d zrAo2qhib;Mx5tfZUd$Ba+%CzPtl7saBKFR7U+|8Pa}Vi&n?F%vIr()J`>Xz5u@KCg z!(r~%GW+HX@8T)TGbe7{P<(3Bn^&>VCLH~eGNIr?m6_qzd0&;pUQ6AGu9=#)FxyS# zPMS(j@jp<1E6%bBS_FUoP&$>%-yvE|w|ion^21{j3m$vysO@UG-R>b#e;_yLbH2xp zevcjJJ$6K@+_4mb^nr7H4rnl3T8_gYd=i-`6Z_Gf7r_IPnip@zfPD{zVXTY$5PYt1%Gk0{N`!- z_~aF+Kg`zx&ZfpP9Ovh5-?PHZ$n%RqLv8m3OTl+@ILiH6p8J1LKlUSdO`QI}4A%RO z_PzhqoGWLtslJ+^ayjm*s`x+4``_6A{CXM;cDX^`tUI7iO($sh;u<^u{2M!`9p1Wa zW=BCmM9@=kt^%8@u>az8Xz`Qf>V1?)#wGxzA^M_-t`M=qbEeiqxxzcC3?+25}2 z^QyWjU$FbRaQ%VMMZN1JCl<_~XmC$$3#iGU{LpW~J4oXzFD>_DuYdTbM|y|Obrw7a z1@|4}Duq)$4^nn;CYJWGeu)y<*1AA^d&k*T@glp9i^c7e@_aT+Z|CG2$Mohea4d7& z#^4j0KO)-vsKn3qL&932oe8bro#*`7-I~cOG!L3JwV7I^Lb9i>yyKMZA}e z4Ulr4P>#Wpc-?02v{%_`W zL2qxGUgY(N_<#C|RC9}Cyq2PZuzD1xOH{xv|~vXI#<7Ms*?48{6Bnm`7^({+b>R!sL#vs zaO@6QvU+Z{k$K;|nKLq7R_$7NsH!dCHmGo3%P(iQvG`=s*;&=oPIR%xKel(+^noY! zP;tdW$^Q$}|Fq9@JW~B!@_+t3&c*4^K5_4OSPL5ObUjpji9BRR2qMwLJfD$he^;Rrk)KOHrQrXMg?A{Nl&Gzmqwp$Zxf%u8*<#1+Mv3aY5gO zr)S((p27YqcAkpb-dCzW%cgR;i@RSwa?^y3qxsORHZkF4pqaSK0SY{GpQi=SiWFL$ zxP*U7#N_}5n|ASKjk-Hs@0Ybm?3y<9TiVx_s*`sXzuVUtxBkkASH=CMg)(oWB5=Qlmj+wq|4ro6&y#*d5h_Pv~STTg98 zz0;vb`!AYSmi0OwTCic=LXR13ps_6Hi3TO}x|ddOcJW`WcTDP3%YX5GCA_JJK5*7O zp7m#8wol~)>+64tq>Xkh>sdGR`^85c+d#S1=%M8vk8BO$We?}AOf={(`rcO?LQa_~bs=-STYu0ZE_7?s9ML z=184xwoTmh{~%vaW&~^+QuBsX)@GF}J?iap3LDpboWovyuKBNe&G*c&Q?BmqnV0U9 zfBS#vv6gv~l^f<)ZrE;fqgW1H7cujK>!KZDyJxe_TeoY=2A<;wA?LZa%kHssmt`qh zYdLLdYJqp*ubun7h5FxYcIV&Y!>k)TcXyA$x@!+M>OH;vVzUmnSFp$8uix3uv_fn! znD+UW!$yg83x0Sz{CST5sk4(7yj*U|`~2X%&k5%%Km6hR_u{PA-rw_UpWfB4FnBRL z`)c+@+n>8n@ucc9|G4pdiuc5tou})wDvrI*m411xF&xa zG*nc%LEWVs(i)qdWbSt0vT5-8H{dx6&^f)oe=JOYls@m^>_>UF!v8NCEAxIc<~=6A z8B|nUPVldQRv+t9KXN73Sciwgx*gwb%Z~4g>o@q8K zt>s`{+rbK_B<7<@WseMIw3grddGPS^${*Vr4o+4%F+a=Dx=`YcCD@3Rtx1iG+JBi& zKCx|)pczNidav$TB|j3r=r3L$RlnRSa@q7Y{Xh4=6$V|q{P0q}X4TV&OH_;ESou3?tu@IO?B76hJD@3zuMrDM&wME{I(z%O@4VuK^OhT)%iLgI_SN)d>%M(U z=QH9*3=(e(|+8^IlfpWqa?WSf=)bl8F@ELO)`@O_0B;xV~FTpL4e(kLG{BNf&M+(i^`SuCpq}FT;PQE!T=jT80 zpY(q7ni(~(CdDKk`e;%VzIgTB>6d2xzZsBY%lvoyv@g0-E!JM!bt2;fd&llY@ACas ze@Gox<>XW5Jn4bK$(~f0~@zz z3aETNYvg3EzJG5;XT~9qro%o>&8i0*K`RpAt>DViZ$eHJO7>UO3RrOQK~GY?wR*|t z_2~k#m$&@fn&EKy+4jtWnP!W#-K1pFqC_sN)?^CGP7-7oIv$ zSn$BYqCiHb;CkM4`<3@RUe7YVZe!njPkn9qlcF5Eon6-aac=LudiJTGt(z2lKjQL% zuVs;GTi(@tw$B&RD}UWOk*$3u+vE2o%tsHI)I=jJSyxu!H)%pID6%sx`1oYl+y5=h z{MEkf<@{O8{!h+))Y1I7r`hoCy?{iY!;p#4S>TD#XSLb0Eb_Vax|{tbK7Mebu;7V> z1yk+Rmc{?>^ex^h{BiGv%P;0~JoS%%M1j z(=UE@`MtMd!D<(2U*ks)EQCX2Vsb#)8FbV+WSy0b?mMfws)~AE@n=D~g|APB{rvm~ z;+usZ-1>c!v;5b+bAAC zv}w8`c!3ef^X@m=rEAJ&T~nLsD7HMz;hodf(@8;B7j3-y@We+W-lltZ)>dCF=9ApM zW6#<>OT>yhj8d!O*|}Q!Br^-WSp|>+m2JGm0_V+=H zTr%PLXJ@?LoMqWhHXZ&f%0EFT=5S`g6B7%i>b=Eh)xZ2m{j$G+*X+kyP|iu0>QTu6 zHD{L}ocNv>GEBaGgGHdFeQehZb$f?R2E1TDb8MKVzSaMBgZfte%MXlJ{(UXAXT>`u zUH8j9CKl&RB<|#C}qK(TwA> zW!wBOJA9cmJ!J0#rM9;3ynA}~y_zcOoX4f}3n0&sRDV1monUyaTnq#MOkn>>Pq|h+!lP_!U-o3XyN&3#jgbabn z*EqjzeR=f3$6YT%r92B}c@}I^u@IE{E&t}gthR8TG|0-k%22J`NiC_Bdm%^L7K+%^ zGtK1P<1=Ax>%C2XYIDVUs{VePKCSr0FSCn!a{~0)G}ejVbrkg3_-*?|Yuod3&i#>M zQBQx}`!>T(VosVw&ut%2Jy{?DA3Bu#l(k}Jw#$s_JUNBP8Euar94Ra~b;hK7p;~>$ ztTR5zlDsc2noK|a*5uOzlg|l%=H`KtS9PV#e|kgzGAcPZ6rmyR%5Db=|r2u58Cvr3n?nz54ky%Tg8KpS3ddnHoa?rSM4$KBJ1{H z*`G_YKlYo<3toMYzRwtvU++9l@;~yYMpQ%Z8fx zu+Nt@Jg>fyt4q+oW--o9QtE^tDa9ZknolWP78HpNjjAGb6n8E*X0v~OktcyTOfzNQAtN9FD z&~Oykh@RaA)t9T+&5er`+Hm8+GSJmFH7xwWRcX6e(FT#=`)#|pKfU_j)G+7YsNY?NzXGwjS45Zycb_D$o+gvYw@i^ zmbs34ucE!;j?KK|yY%z&iRqCS-F`N!g)f#nVm6I&@0zUcyqnkN-d;I9>$ytCgWXT& zAN71UKgR#Y?^w&Es$E%nUZ7Ds z4!;C$^$n~IuVS0Hf8Ayg|60ze_o9CGgK2^Xrb!+U<4)ja-vF9%Y)!RjNL}mC@mkYw zw_^Duk68`Lf0 zg=sS{JhCbVb;9+}A2@;L0 z!R1%37gR3JekL9)oW7^k_}(GOd`7nDTjx0stJL3)`tbJe!-&|4=G`{mouo5-WwOH={)m{uaRT#O1X+LE{q`rkuR_~>&s61mTpi)lHpgxf-uv8Y#%=X^Zu66->-cv1YE><}TEX_^-ggD% zp6{yG??0Gax^36L?6ls$A3p0n_J29kQSrK`;^W&ppjno<>5ZUueKv;$-{09O=em8~ z%pYsHyD!b0s(kO1VE)sN?T^A@<|a1%nKxHO=-G{@mrXn#Nv%I_*QD3F!R_hk7q!>V z{;pz(&&F=Q!s`FMVKVED6*!9uYg@X`|A4i z%+Hrke(#k?w|KmE&d0EG70>w#<})?_Gh=1@o6FVn_rDSAI%Sr1#w^FgE2Op7q*}0m z7a5-};D}-T_~_`g`wEqlADMZdo_yPkD**40Tj z%P-H$IVm>zikWi<0%mW9u%cJgoUlh|=iLSpS6kPF`*P6gdv z1xk76>k7Y=PGZqLkmP&Vu;8i0jv}5I#@$wDO|vFHzmOz%br#!ewJ#Ah-oE}Dk2d5l zjQhsUGBPzmVAV z*$r{o!A};2TB=5RdHCH6i{IN_#kpJGkpF$}1w&=lb;hjgrh$S2RDyJuv;`-K*(u(+ zo3z%}e(u`Vj|?Xd8O#AmYX^kSG+dRkLiNO_lMfGmS$=VM#FkI}J@bvYjazRw1&>58W#krdBalUsc~Nm+rn+bx7QF0!ebI4#%9HnY zOG9?+%>Ov$&FL45-}#izV%aJbW`3b5ZrS3n#b@eOPi(k;Czb1to4}nkfu7|*%tItD zoA5#Iy8x|OYMvRj-%-db=1PCQ42wBmlQjE5-UF-8cm4qXimMhdyVDnXXmGb29stx8t}abS125LEKlFr z)PUC3ZJRaw+49Zdv9=E2rRTlH57=gGJ9#jdObE5I~nZ}Ki9 zYDtau(f&{@i}{6KH;gR~Xv-Zg1#;^=xLp|kUk32)KF_H!#=Bt^5cyq47Y zAH8^oYfo76s*28Aw_l{L;WpCysiM7h()yo1(wYUcH4XAC?t(`BGz*kv%AcRdNR=J-r-LsMO!_&Ce2`pEK;}m{AbfI znJv$bo&V}{G-lQ>vnpNp_&GdDrd~!C0!3TSbTr=XX)ILTweV0>Tk?ZrhLAbVh<&@d zQ_`w-1r^BDHl#e1=xdZde&B2l+d5tEX;GUuPkk`oOW#Va-$P-SulT$ODfjRYGDU(gm1GC_SGqb>*N61d3We-Iv z-tCzsweh|}=QrLr%&ON+WSGtS8l~S{yUOeL^}qR>Q!yJ1dJi5`oi@Sw;-Pol)h>?j zXD!(>>r~4O@3Y;)g+G|T%$usiT+q4pdG`4pi5+JpB;IS>0rmL}4Y=P!QuLGX?qz`s zXEU!!wqVJVVKV1ylzzvi_sRdP<(5-fN6q{EZ!gI5wL0nTR1ozm@1f)#cE3v!zRl6^ z&OKE9p1=6~-R!-O7A;-+yW%Qe#j<{p9p^=ML~`BX?EK4LmSA%@3SvoOWWtTJ#-A^@ zcJ;gljfS67EO;&e8lOv=uyaB6)`lgIyIaj()c*8*ld7Rn)pl;(EC=~rVqqmazo|u@ zTEt-S%DF^u`#nmN_|4Jyo2PMi>w&q>u&(Fn0uGz3$owAlzc{c4Nzp4kn_1?}g1* zQSaaRYN7tmr!moKDF^RRNar_&v$Tzpi=QzP(>`;+7({Rp{@)Y3*o|AF|TiHFt zrak1?QOt5DQGdf9Th*zaj?;YZJ>Gi3f3?2piAP@lmrYu<=y;r)ylG%w)z+;#=fl3w zEOEKyn;$Vrev;lnA9==t`HTi}$9FX*86NqNB>*mDK~vO`fjWPT43j)RzLD!V$5`;3 zVMj5;oyP5Dl7@36cDtQq5UXD6Aip~AoUh{UeRbxXzZPs?@c6zi zx_9a2)AzT0Q~xc$`1)hZh0@?X_daxfd7t|G`rpc}DR<2$TIHG6OYeT+}&iG$xy5z(B`49Ck9pV+~j%hm_FLtl;IcVidrP22}waqFa+b!~MTmE?~^RJAr z-ulf&-$$>$6o1^(U0HZl=SAsmmk(8$OWw)H?=dv^oBfhQ)-X!<8Q+cV7njfIE|2xs zSaDqM{PHh?|Gr87d$ctbRMY&}nltxsJZQy!OTp=GtvMe)hHY0Z^{cmDzJKoJ`+PZJ zY15b8emg1r{SEQS3(7s?wO{nwzD#$&pA^@0OYqdw67B8#PDRC@ZsWi5r6aU#)0gYr zch+6Iagz5#`2W*SB$?|S8|TeDoEEhR*36o|we@6bn&*m>d9!A!9y9sR9X}(DPx|r! z^$XdVC2KB=`zpHaW<2yF_0fe%8L>z7Zd?jmF? zTSrd+F}Jj@N@H4aY3Wy*>xqyF!2Q^b$2!&sx>(*>`U`&3#t6 zYTm;smU~asubN){d6M_y)U>Xy^c=I0h|>Wq;B^zz7IH{fO`n@1p6S({MY?*jBIn~LXQP+Yus|7EAle=3# zieuYL31!a4Ukvj5}Dq^PI+r~Ln? zUy~_$s{SGKpNp~jk=rw}UTU^~|7q8IPc?GVlSwh9MrBh{;-nIq70zAyJY!=PtL|%w z8w_tI?~C^E6-zVR{;%3z2btsb7-!e$x*&&lQ6Eh4?4H zBIQ`v>!+WE9^Bkr$@${_+dVBu8|p3fw_Y?db~&o+0qUq|FwQ&N?bs%iAZ4dG=e5@4 znd@6#e>?L;C(@#g>4D{*0v?gr6;*<69G}d&%2s|fshXL#rEHPd#B$XHsc)OAj_$DB zr6#w6k@55G7kl&AHLGIuQhqvKpZ0Qb>aQG0<_5<^U1vtn>X0@jkOgbD{#l#4Y`He0 z`8#lXko5p)P00$zg+E(;m=|7Iqpre_olM{;d4}>*wA~i>vu745lSM)aQsky#YLk@p@66NuAC94L#3) zTrd9f+VbDmhT^~eo{Y~+-}`KApBeD}OF+}=s`(T4r5w1uBz~DA$1dN9)$cr#vMYYv zeo=a4a;N`1wbHe%buVX5{Qqm_|EkmVwuu}5ALLt;{^DKyt)HO%j&k9D$|tq#sY-uf z`Tr~A0OSwX9@JckQ9Jdeas90MZhEU{&R6<6N&9u_w`r#7b-wI zbU&_t{^L4x-rm#oj`h?3H~lgDfAn4b%>Tb8{`)oa-=lfpggxiqCeS{sRExiJt=G%l z|5DrRvcJ}h@te&5s=j*L%74Ea|8@Pf8PpmKYghm)4Eej2zHU~@h;+=B z^sBdBzJK23c>Wz*ud8$m+n(FDgW*Ny*QiGCpk9q+x8exRPpMz+PG2(IF78?eqQf zKF9O#G5!C>&m)rC!#!r9-CDcMxi9B*KjHcH?Lrk>nMC^YlHDsN&v9G1@Gc`GualPD z_4&LDu0AabU26AJkfHj9OE%*M^_K7UHlP`p7V%{d87kiGVcR{sc-o6vp=So*1yRBY z=Q%g9FPi=J7~@l;x9P!iOnI;MOgQ7R{`8f@e=Mf&?TISn&w&pUN9Ao1^^m-?WE?mt>D-``n$@}Aht zGa;%wRBJYZM#l6Zso~A@y*q+rOU1)i&3>o1F2w!r*{QFR?jICl{IGoK?#9cpV*i>p z%q@ukuNg1>x~QsdSB!Y3*Mk!Cf?d)UcX{7!7G(KauFUZw-(BFs|1=g(O!oI!u`Q4aT-+3n~+}GcoZ(abB<(0W}ZvF%R zpf%T?Xg&#yap?MEQnfxh@Jq@Xx$lOoEOBA;=d9U1_uXEuZ;x8HUu?g!DdTD4m$%OQ zd}0oJeL6#7ym&wgtJHf)cF78tF`GO*8i=Di4?yxzm{=Bzd z>~Q11clYeC+`s!f{n!7yd+RlOUYMPEA-4T|K4@X>i)qjW&u{L`Ha>Mb4;QM{TAW)_FP-jIBAr&!?R|z54=(4RbW;=Q(+_mtk=a@gpRX0bOFz9;2Y(!{eqU(DS9WPv;T%eOaPjuxx? z^r5@`{`ABj)yD;15;&Dkc}PM6HMygd0s4JsrhjH|NHwNuF6{% z8A#i+Y+kXSdGkkS18IBq&4nzR3)wbbY`S^kV2;Y0FR+Pdj^`~6pKjOK+>!nEfd9w+ z{SUpj7wAaWccwmmzd@(0yfyW4dW2bDgxR?WG41C36&uYFzewrnbF+q6UIMnIzM;e|OW5v7pX zmi5nP2VTrQ>h$Z!|G(1vOnB5ceRNimwpRgB-GBd2I&o~`iDNTQJOUjgV#=ewY0X#g z{wF7k-K-Pl*6-0=^B?Nm;{|fk_D?o`be8M>bzAY-{fZo!%A7fsI(@gmOVRp!=NyO3 z9xV3!wa@Y5>e$blz+tpB(W19^!+F!RlfJ<(_5L>W9F<7cx|_B&tmo5o-W|zbQ@<#_ zxO#ZsOJ8@xWV0{Zs-6esS1oSc$MErbpJZXqoWh(f7G^~<;DI-bw#N}-c8Y66Th=DK zxgM|T;r|ErRS8e~M!^^9xj&a5>Hib`hV}k58((Hg=BVG6HCn+v+s#)lyk{={^!kFU zQoCX=?CXs?&)c#}{c4@Vy8R_*Jdz*#B!8THqK)gdM3mcf=;=Nj>7Nh1lCH0b;Wc^! z32{ljWaUE<)27?>&U>z^fBS!E+^6e?74L6N36I_PsZ+V9*SP2C)&C$<_>z?mu7u1c zSj;juzQ5qbj>GQ{%KzVAe|UP^Llv_}^R8MS-onp&+0Ml0xB1~76|-|HV)4i^+ zg{JL-tOj(B_w@>1c=zZ%(QjZ+n(!Rou(3X4#=nJ$zuMbg{!f`d^Tb%Ok@XP06{uO;V;eUA>1_U<@a>)g7PJAH5G=D2IWz(*Es+QE@MZAsLJug95Hxc3*_nQifI zuKmHU+{zbX_Zl2}w=Pbi@!h-DK&i~US($qG>^3Ys6xAet%(vw@beu6veEFT{%Y$cR z$sXK(U9GQJ`1sD3&U0ql9oe~J|KXi4?-%4r73R$<)O)w~RzRZeVQu9Npi@frd=@?w z$R>C?O0BbI`kT8M7rMXlsPF0&zRU7E^?jUFMy~ z<^ej>oMc{X`f$$L9yE@+*>TBzg^72{3m+MLqD>z)zndytq#8v8$2XyDyc?()4?iDe871GBqzu3w$@A9Phz_6(9Q*RZfw`}_%liK&vUbN`#NtcWXr6ngP&CI^~ zt|oV;;HPJjpB_EfxA0I@Tfq&`5-)HPDE@mY;4;ko$vL02z$n~ z{>yrGBw{@obG)wa>!eM}wrlc6F5Q`8R(-g8Ilw?0dHvpX%>8Vhpk2E2spP>}!PYbh?{0`LGJ-#m6O}nQUVj=JdWs<2P5| z`aWB>tbBh);oH{q4J~W0S8b1NTYlr#qqc+#udgaQ{tM5XkR1J{`{47;P_=y`*;84I zckc_+?+1rX{VBGtqfd@#f)>(&JDT1Rdn_CJ!+$rOE8v)82|f}!VcquP$t#-+jLrW} zdiihbnf!$&RcS2;D%%d+bb4?`u|RDOVu6~?EF;1D3Y@C?r?fz4A}>EMGx!0INW^;X zqDPIBx|f7=FJc#oa67-GwRus>)@M$)r(d+zeI7Jx+OK@0MQdY{x63Slbu=+n?R3%3 z0xe}WJ!7_G{Tmk^nz0OVFwgSJA6JvAC$XGVeDiwQAqIhH?KzllI-&9O=dtljhSEkOOLit-pByyh?kmKL@*~ z$eY#8o=TCQk}jt`l-NAf`l zV*9&A_a><=p8WpVrrF!y#@|m%^~~z3u#8Q9V3hR0C^=!zyAwBO4% z&sx8-a7MzU6YGluEw(}&C&Mg$;DE{US}EJ}nelG=k!#8~9Vyy$Yg6*8+jjmJ#eF9w z@0=7{FkQ0%VrJMu&8EbwwzGPb7HaF%V|?%CfuLfb8vc}q-McP zO@m(*pu-)OA80MO139!X=5>X1Np7z*jPGt*u ztKNG}c&KEyHR8zLzxs=>7puDldKX`P6H#;fU2xah^4JM~b)M+S8Y?|8Qcl>@T*7=* zY3f63q>=d5qL*75s*e?I1q}`z1|Pl4P_%dMbcUDr&UrV?$bYVShx5&()WVHEFc;C4U2Iw7y4t7P-DStswT|7`MW z!rrhS0>Um&^Sb|tXFosHwDbR-3wb9W9{Fxowf^>xn4qr5&f3$Zznto5IDN+B%(pqo5t;5@gmlONe?W+o%h;zqsITzomx&CryXn(`1E~xq1$z1-N)gN zQoq_Wx1|_ea=Pa8Z7t)g$@}(r80|HQ{1tQFN0~v-nBkZ#s4JRm!H@WJ-GOb)4-PRFJY?9xke_<;*yR)YlY95~ZT!A4_PJO7?f;?cSf;I1{6(y2Jn5 zl`H#xY(MuyT-!2t!G@ptPiHqozJ|oLPV(y7(VZ)lzrYV{eJXj&Xw&l+3ObZnocXKe6X$W%l30$ zwpW1$U$mF+hs|nyjwuX3Y3`Atx^cy&D9e9qW&Vft)oVY9RG-=WdTZM)r`OX?H`r}` zv}a9I(`i@j>yhVg7zyn%)i_b*Q`dBNZhO_oWbK=$eKc2Zs+oD_is1iilK&q)*bdsU z^PUMFkp0VM-8c96QY2BmVSmw|XoxL0u3D!{oBe0CO_A5 z)AicV_fJ*0r7s8FjPhxAR76_UkA!!7DihSN8O`}0cCKFgLuBNsDt*l^xzBI3Pb-{X zyD{|a%*B23*9;ZVqBZNVas~Emb_ULj;~~X;c~p^&-Qa1TciF({}cnS z96w|@=l`Y;oDZeM*k?UkK6(8l-93>I-+{vL+On&2XX`Yi6yEya|7**yDYerJo#))^ zsxs>|5Nx+;ivCcX5HmF|0KUVKV#l9Mqj_Uuy>{G z;jiLq#I&B-fzFOvd%;-w-`WkX*B;#m8Cd@jH0GCX@o%p6bT?PJ7ifezss( zC&LiV*PtzMU9Ee;y;)26E83jy3^$NLSNDIH_RtL zD-7bVDhSg4IOX-H%3PKMxoiinGCerP2s*a#Mw&6Cfw(Km=&XNum~rr9h8=|rcPtq4 z7&7+$QC!T!Vsz(As3^yU*T1}kZmzISOqrV+pVn-5is`iJ%UGdhN}jzNd0tKC@!mT1 zL-F059X7KsxiQ>HW9W&#Z5D7NXW7TU`+Gk;gl=&@y-KH~S@%#y@@H@hkm-&EW1d4y zrrU3ms^#ntW}SZfd|TI!6|HQ%N#~XF)}DA28RlZfdW?OS*U5_}%1n92Ovhfm0quUW zV9KjuHUKXGim3OzX8f5gA^7!M@a{Ioyg3ZpKP*h&ungj4*s_NrI|{k()Op7KpY=>R>yHs{Uh#wYpyV%SJQ{ENG)^qY z0gdY2Zh-AzY2UW#%$~p<5A^?nn<3!o{yVHS=H`q`_s*UD;L*0*J2`*-e|qPNJJ+3b zuAcO_W@x>ctNMMn&iPN*juZOB(7Dy;xyX)UE}Qy>-y#xUwrd)^$PZ4q@ZXB{oif`y zW43o<%;ii)|Ctl5&uoA$)H_$WF=v*1+%neP#mkDh?pU(Eo5OTo{y|+D)8D^mSa{#1 zsZIG`l=e!Q<()ChvBN7s^En*L|2~3Mc-IB5Ri$aA&e^-&`|UZ+0y>FhI{FZ;&7dA8Rt=ugBC-sYF*2$kSkNs6ubY#DnRc#E-4V|~_b@YY8#)f5* zng#PU4fxW*Sp(z{Nb>29j`?Y3AM3k%XD4_8!E=!vhmYM}{pI2Mbb(i!zC2I;z5M0* z+b{Gl%Wpa3(fHd3w5p`>klt47gL^>RAJ6g2*_}N+{ixtuPbFsaTd%;`3uOBF`49S2 z_|{%m<9@4lxKZ=QUlZP>DGLujmkI9UJMFr!$7V@L@Fi*O)Rl7!-&Nm!cXW^G=_N}- z^P~6FtiB70jp^awh&Q_G!U(ksZQ9pq&p@;H7C5KUxZ6V|N?d&rLb`Ej1VtmX@sZ><`Re zb0ct)n|`KmR>hKMnP1*5U$NZEAxP?M?%H$)=KmrwQ$&`QWVS^7+53YrQrpeM_JVBe z%IlsVPBi{L(`eXx2egpqG$ZuLwa&T6`;PYPcNA)}oC@lhz_%k2AW z_Up8aw61Z`1H0gaHL|-JlM+E^1#g8`!A2_jI?PA=KB}B%1|6gcN}KcS59D8xJg}?$ zB~P4X`Sf!R-}if`Z<5y7@NfD_qc)~yCSB*l@d9Sk7Cvll_vgswwb;UA6KmRDB(GpN z?PvUtLq^3nBG~K>%nynEW`A^U^eNfM8<$_i_9(vG+w7}-WrkFc{$+>t%YSGx2iE1u zo9Jr<%5T0LbWKxKxApzHSMKT0-Ou~XFnOG^A5{2+H7@{7K%5WY;+Y$suibG*$kTe` zf*Z^#+?NA*Ks)^%dEV5nwQqKqVt9N{uG8MhQEA`m+J9LuOaG;B)O4~xGCJkckOUxo#*%LovV|x;fMc+rq5d_Az{bh zpE=)+Pjjv58U2Ot;t&53^IDwz>BS5i>tg{AA``=WP5!k0jXoa0<#SlQOs;9^fz2vU znob`ATQ35#K3T7F^40<`NBxd96+b>?eu-PQ{$P)g}A#P11|* zx#<Ud^fJ)%|FwS68Vmrh!tz4^A+Z(o1oQGFFW zW#%R``CY4Zk7i%Ka?#{-U6hP2=s1rHXAcxt7#at1_#9Sm`CXJY%bU%5w|K=g9UEs! z&eW1cBv_1Ciyp!wtmo={9Vq*rKK#}yoa*qKoIEHtWMOU)T%WG{+KY7Sl zg!%l#*7SnSd6&5^?RybcoBsa0(_Z1`qwCcF?y0>0W7Dfo#oxDS%$|OqZQA#W*=$B` zCq6vdb$Ztv?dg3Vm07=iPK%8Bm%qZG?<30<#LQv)4v$84PmgEJb`D9pk1g50$uL(h zSXX>5^V_)vb$&B**?5Xh%s4A&d-?Ai!}xPPbu9<#+79e^TgcoRYg&m^38xkweyh{D z$nf|>ha}y@iW{B_+<1KNc4nH<`&j|?*2ax;>1wYf8!ml5QnK^XH}JXq$6n@xI*{oH z<^_OvV7wMS^lPE+h1n{fL|vYNW+9E|Fjk*yuzj=lspi|uCJ!{#>4^gqn|V@pbbrm2_sG7gzBZiytHVWOWtMNoEZ@YK zs&`3BSZ$cMaCT!RXsOb(hnKS!%rs*@eI;Syyyqe}in-ocvVJ=d8_aFnDY|7@joIm0 z%X0&gbWC?o3D(&9pnLB0%n4QDho6Y;?a3(n>xp(}Vfp4_A7vtDSqPN8!eK1&R9) za#w6vxA1o3^AAZ&6d}tsCtR#HywW4I_gC7)O9cXNEIGc(uvFjRtFgCzSoUD|OU_e% zcl`VvX4PBU_G;WXuOZQ21m4u8apUse1E4cfI3HdLpEq-!-Za()ALp=C`!(6BACz;@ z_068|cK-6M=@;WaP1`^1;H3lNnU+y$EC=h@4n}+_a&Fzq!w%ZM51Foujk(FgXiYxX*-Wu?hQF7R&|t3 zGyCtK`PL=Q#naRCH_JP2nD1zi)+w#ECffoOV2~Eb>sLp={V6dzrq3n?_QSm9g#Lu@ zX7dmJJy8CWM@)F%>GTa2AKrhOX|U*l!QzB`(6)5Q8QvSd@^H_;Q5kh*@;uc|M~<4$ zk-(82q<;xEw8oy7D zfy9Cb1{MVpG7Q(+uFQR>s-HCHO5u}=S!|nB-rLvz*D5=~5gX^G?;J7Be*e3hUzR4! z{I~t0_ogY;SA!nyYu&hu6Ler};$=4m1-{8~=ub&)DEwMbl$O z(47jrd~?{?7aX*CS}}`ly5{lt%Ln)$cwWA3vcqTA1yf}{K4ZRPLb~Aa1Z_`;gr~Rv zv^Qt{xBIj(A3xam_`!j~f{yupCLa$^RI9VNbfjK7(@jPuZIP4?A770>sCQTKP_nNX zbSVAH?z>f=FPrwqgPPj&9-3GbNXblKyRLF`<)4qL{#RFTTa#Wed;OAw_NLkY`ZsSr zT@-tK?T3z{X+Qk;y_&M5$o9rOmuL2^4O2_^cJOAMwwvphS8nEUS#<`BePhD$-4#Yp z65m`_T3D7TbmPlz{Q}*(Ta2D-ROVlZ;a=!se`TTja>>jM*G(k&r>{*&TxZk3x8`zz z6!_-lx^I)zqw{R5=I2Vfrc63=W9Mhv+1`EMmTsByJ6F*A{`|Q~Quc=u)+ZX=i{G)R^{XUbvu*o9 zpL;uN8s^+qQFrRsGjEACH<-DDr~Tl(!wLKbGn}UH-nhS`L2emif5W_Q%znxWC9?$C zt9zS2o;ob5qc&T;uX*O4kLSwu}7j8{J$wRcdvZ;-{jjq@x&=&kB&UbdcOScVUCt& zwnG-HM0I;Ev&@q|1G{9BKT(KXd$Jt+?WdXr3NjV~d@>yD4BH~hoHx1l2L9`xf5s%? zeQfsMq;GYxpNu|BzOkP&OJzZ(&gexo_KWc+<2dvhdP>@j~)DB zs2vrt{vqhx32+)cky;c#XWIwwgV#5j8_cxe1!p}5iyi-#z5V8t=KU(XBWn3UAwFGG z{ey00b%tL%%HFh+nG&fmEnhXp6{`+$dKvTQsT<}+E|929h7W~e=_VmV|424izkl0 zHEow49LOwqU}E8rXRyX^a;KYl!_`cqiwt(xR!{c*a)j~VtCDvn%KUr*zSloJI8bRY zdB4Lv3*P4kee4|8ae6dYQdZKsc~*~aqlAicL`a53q`+X<`nk%Yy$er8`*4Fs%C%)so$3c zIQFK20x#jnQtb$zJ#Av#%OJN`%{W+HZMoEJqUMczv)6$0XTbv-3x>K}!<5P;f&VUT zj919m%l5f>vCUt#YYW3oX9q}WxLlkr9eE<@jr#n8_J3Qxo!vPlns4Qab1UaM&jP2j zLZ|41NsmCMqhFH-pM`(IX#crK4=$>twby?`#8Jk4E8pK2GHEe@r*6cqfBygPLyRdF$|cbIWh?mb`s)*xdb^l`mb73sNx?Ji_}arScHl za*?O@%MY^6VYc;cmP&2XTR7!kn#~;f6TQm(eY4mfi}r((6DF zLY-#US>67{!|*)sdvs5jRsM4ai#`X7tYuw08?~b%=0E&-(C6NcJ;gs6BApzhFKKkA zS)Akjy+Q6UOWT@1nhvXKJ1{3AU~*j5zenaO3o==bvj$_WhLk z=@#dk)SZ30Ph9QPy|IPhL^XzOv+x_KoK+rr+OOyEka%an}clzyF_& z@SppJ^>D+yV>KuDvmf!!+w1f*=-lC%f^6=*&4r9H7Z3g70o5B0^M3HOAKdkMQrg2F zr@ca-V9tADV&RlmaB>ri$@TL$tR**omE5AgRea`q%NYk%t3C9T?o8EmKJ>KCHTdkZ zBNr~4Oi*2U^8cwt*YeMmE>F?#0|kVPF6dAV9{jWGa~_cb+ehkg??HdwRH%?d|$!Go7B#JQ=rpL*+A@1(J~k zS1d%Y9}v}DbGblFhV$%Q@WoON-~O)4d~LGWv;L;}&Fo?^$YCb0^A+shC{*8CDqMZD z=(e`j#eI(_ORSFf+V4?hbUs0?aQ`{Y687k%bCZ{Hwmp88zbRARcfb9=E2(ZmGNzoz z)*j~)n=CP7a)Mg^p3ienvzNsgKkCajcv;CbxuR|IgA<+wPgEl6ndKJW>$N<#LfD3x zH$^G>*W8u+CB<1^*Vy_tUrKrzd1U4M1D~INPg^pPMZMR{FgXE|wH|$9+f*v0CSUep z^5Pw*RCMZs^mGeF=2&p~$*`*Xe3`o8$aa~nu7W#U+Vn0&i<+C;scHm^vgCm9p zllSk~(`ZvD+1FV5ymaQ9ty4SmpS{}(PU_7MjyM)D14n1yuZ=U_SMQtm zdV6SUuNZ&bo}Bx!*5qwE6L>Xg_y! zT7Ogghr~C(&u;l^^h>opH7JR{J-EuQ;r;jh<{vjPzFc&^N5LXfpyzpK_?8WJhaC$Z zMM7Isr(2j`U;Jvjv{dpOD405n6aKQEJKR3~c)}!o?s~av^V;nFlk27aEdX75lgZa} zGFCe(V*11I;~QblTzr*M9d7q&za7!>oR;QMlml>8+e^*I!%Ka{0#9TP!j^ z?rzO|a=^1V;fR}dRK)U!G8Tn=kjnU~zZRSNkvo$s+ln6?u`GBbW5HN%+ie+d*Ia)5 z>ixwm_qGcKJE&LBVB0Ga_|CO6xMXEQ(xb~a=ChrBVXVyIC&lu3;t^5ZHRnI9Nw`+^ z_|rLSdxvkEK145D?h~}WHDhiYIBFg#ScuNy2wHCv88gP@b&c z==Q43uAXhvwJTZCVj?H3gBudS{?R|D} zl2`ZMdlMUv^C!orL`6-rd-`qlU3JTY7IHH)>i7e8>P#%Nj-B&~qj_`N!5L*6L4_h; zv+;S(v`^=rGC$eoE`&%fdothTRx^0iD0-gDrSQ@)x{ zNWW5^|5u`HHDB_r-G=c|V$ZYcPF8BJOk8&Du!+Z|dT-TZkERJ2CcntEcW6_7H}z8f zql?tvO=#}DrMEcBt^p!tk1;Zw!f)BBo@j~|@*_yJGF zcb%q+O5R5aVvM#uw*3wBj{P%Xa+)uhS#WKKNNh2vxyW(@QF#2;mU?ZxxKm&7;!|E9 zHM_%w1 zH6Q=(DAN&2KG~LMxn6scyTlw*o?|a_Si3vVe>eiIq1q*DWw)1D10%Q6*pz``+4bC;}6EE-G0}%_h01x+?+?I9L>}3 zS5Mje=VMad&o31*l9>e;O(gg)uSrPUyX?ams2%KO_ttBf$1V2xrFP|a?v45FGXE=i%^o;jzHDN_JL^KWn@o%e-?8FV+7UNqeQOoC4caNsd;B2i zTJQ*U_J3brq=wsllsebU4ZaTIk=+-m?<=qG@ZWpv@9gV6E;}-mdZt&cNidw5Z6TNj zX)Px_Pn~(eHuX_=v6+yb45xTs3%C0r)=RbPl@hn??`k>t&q#>vce(OIBcX?jIt|W! z05=RvmADdjNlyp0WzFqZnyhud&VMU<`a_2u1qv}10(uNB>zNX_?B{AZ_)klK?eli# zhen?sESjh#Rug|P$>^-WPwwB_^$u4WOy++RQ+LQr+i7M+e%`dbjVF(!Tkz}6VHba} zetM&U$qpWn^#aEj_sVkgJM73%h|v+yli@J_*?n62gz)-@4iV*XXV;qCPk6L>r~D^2 zHINX<1q>hJ+DsTK);mj0R;UrZ#2{2>zC?0j!9@>=`*~|J68E+#C#vPgfCd9(rk|V_ z%^x?d#na_*XTd|49R*4;c8uG~lmE9}u4$Pwf7!v?e#T&r%b7$UOxjfaNb*ptaN;#^ z(b{gclhd)^?y9HftV2-EYxW#JJ#>aD(d!EV2&Jk4f}KW((K_@lwMzfG6r z-hN-q;TRP)-_hx9N^957_Jfb+K6gCp(bBDUsA5A6C>PG*5IMTDK-)27eWAZJ%(RkMxjuvi%Q0^A)^L%fRTuVc zRXxeKYv+`?mY@Ebd^1epoEbd-oYUEtCOqqu`Pa>2fBdjdROijJl|^!Aq96fivzOPW zU$2Gp#%dY%aPa*fzqn)ceKYE}nl%1>dWq%Rdp+OMmV=>(6Ihb9BYa}op0gQOKAsCM zODCvp=hG67H=48&+z2}S;8bFPtHhoocY+NL2dO;T5-FIVfBV6m^Wmqv!j>F8lD?sS zrq}eP@shgP@@Z{$y|wp$JbzR4;)6l!XP@&{n;xu+G`P28=c3k9sdG)*=lLK-{xbvV zf70&iw*{onhx9dRyC0mo_(9i-uxqnqKEF>%K6(4D$&1uWHTI#GUhkY0B*DKyzdos4 z|NeHTy_4quzyCi{t&Z7ZNB*W?xxtFptmdtD-Y!{KaMeO0eT%4$S~2f&P`&VU?rHWD zn>214MD**q>EskJPwu>3AQNNBw{F6|YB9$>dyajI5@NFTVU}aEUHdnZqs7kn(}Pu& z22JZlb=RCP0EOh9ujigJTYrD{#wOF zIGDfQUzu;66#L`qnV=^7hay2}7tQj_y9t+@zq6`ek}gZCZM*#7ROW_PHh)*{TrPHM zvX}2Pmfcl%K5G9z`AFCDhw9fwmCruf^wjESMP=vh&zC(@`q)4D{qKuY)w<_@UfWVM zDxuT3>%{wn>Np6Hr$cE1!?3;s=8a>zIMVcN=q$C{wqO5Aq5 zI~M(Z&(}t0?PVG-&1Zb^?$3$1Y$2KlzVza&`3qB#>e6Eu*6%pM+pl)7w|0eZnZ??p zT8&&)HxJL)EmIq@i9b*C+!AN|wY9NF;)8lV`A7acw|v$_PV=)ZAN6;ET26J{GTD1S zUbCLg|0YJsQkqkHa@_WF`#dsaz*k$eANnP|;B>?;_HWbm9?v`-v90~vtyI6q56nJ2 zSXOC}CblLcF}6*-Cjr(FZI5KtNmV+ZDRjw%uSJ^uP%rbtwubE%oz~eCUixhdn7k?T zf`Z9?&8|N(UOLNkPBOo_JpbRdje4fngQlsT5m*1qxpK?AHLA(4uBXp)Ka}fo$XEGc z+C*?*7~I#_gZ3!(CO%DB7U;1buXIXux z_pA5Xdh$}o9Q>32n+fG93*||1CdWP&)lu_1Y}^8CWbE|WRQ7v`&#(EHFYSe0TLLQK zJN>6mDB`!79-@9U^T55Sk0!0Q)CpCoS@_4`+ux$)OY<{Q^kqL8-7I!)p2vS}y_WaR z6Zh5T?yJcHTl08Xo-6ljlRZrZk2w#4`;$8LS5N+0l0V6Na>)5(odu6wb`&bz`P6PV z+5XGSKP%5assB84B8Rze%g6KknvSL{die8TFQf`eWP7i6a^9&U-@E^;xm*BGW5;c| zZQ}i!!%v=^K1p3FX}?HL&{g3#nRot}Jlhw4RW~p=Z?D~r%83&pF%`$X4;0x=Is13) zDXe_{iLq#nu*@3v_kW&zI(V$G;IYMyLYX@a`_kgA?tWkUGvouy<-0fZSI)1QvQkrR z{_8btVkR1M8Fe?=a@YQvv83t|`-wGMwrn!F9=q(mYMI^T9+w@NE4sq-*JUK$Z4*vZ z%UAHf(g8}=lB1M_8e14+~BZ&;V1DE zX`2>;8~l%Qgv5IMzTJ6tce0tG-{<)?k4&P>{Fvh(6jd616F)6{D_+Mxi#y#3DfVEO^NiWS^KMI z+udn9YQIRXuRV4lAvZBj!GZl+dPbW8c#}V$Z(Vmi?$WQn`~?=*eUQ?z?I|dBR(6ODOS( zUCYgA+b~T%&$-iJD*puUEv2?wTc>m0c8~(ir*O4wwfQKe!=NaAdqPu>sY|+Y;+F5O za;Z~ocX5B3|E4i!OMH^nIv4%If-`!zc@lFbB)v7~`1*SHW1-hKqg(bIxtPA_n`CqI z*4CQ^&g|FHUz8SwfSOTvG*^F>^xeI9?S&P-YIe?<8>Xq-HDBKzd)DOR;hAc6c9)OT z&(6H`!ql_6_u;`?Nsmmqc0{dTsCfva`N4y`N%w6JewcRB)&Ew?BeN;&*_DsX4wP4a zx&3SD_NDuSXZe^mWH(Ff6q;jl^5Q*>^k3`u3-)GzG=G>c#Nqs3bNjr0`K6v#d#hFT zD@$gsi9L29VZ#PJ=S+jCpa}uzOas2Upj`jiKZFeOAF-(kPhV&eaawpfY+1 zkjR(D~aExU2ct^Q*FWl}#Hlo-qQKX-7tJ?TU3zsom%`)R6NntVUnBh!+< z<@5^^SL@z`2X7@Aoxi}6s0A%~NawV;B)#4+OZGw6D z{=R##;}dD0J%38ioc78!0;Q#`Hic3i_e<9**A>p#(bD$jZ{C~c_fy?EAt+4`Y+ zn6pbRC3NrmU0SQh{nvM@?-!GAeutjc#pn0^HCuSu;6|^-jm)?%PiF0i8=c1r5p{U& z=9wn9mds}~>YR5g<&o(ecI$J^vMP_`9HlnwZ!t-z=gnMjaQB2`y*4*8<$8{mhHuzl zbE8lWG{(|-xj=4>^>q7pM>0j;Ox@qL)THlo!tu%tk8N%+*6fX%d*EMD>7jq?!_?pW zzk4;a<)Gi;gp_1Z&t~DvgCUS1Z%ZGcQ(IeY)5;FptvOyG_Qry{>_D0Go9U0Q-O{hl z-h7nvM&65!IegyddDcekeVzCwIc`tOfk#t3e;rTq^tYZjC;IJit-ngiN^-`F5|#&U z*sO6w@EUlY%ipGLF=&eC^pt$(1lwI=Z%a9Dfrb%Tt^1l}3&Le>Bl;PI)*PPiX<)2) zP~}hMEylU6_MpM4GAWkFkyk;j#tTOhbp31EnnA{h2PgcMc30O+jt{Xq*C_k^KwohJ z`y8{UkGfl=jp|cAZ~B$@R<&v3+nqjA-nu8{j=KJ?tJyujD7xm`>89^j?0aj^%f9`- zvhw~kk;gwxjGGdcM`|rwvp&I)Gc98&hgSZNkJnNyILaI<)g=W_xj1q3u;*nY)wVS! z9CzH%Y;*r~0^5#vsRqn{%!$Ui&kj^fD+TprOmt^#gZ4$&z9|Zp!C7uo43Bf?khVwgj1@SUlw0-IPU$t z`mG>~HE+{g)`NY`32OC?HZwstgMVTyGF-lJe_@H~wf0X!yk1QWu4*j$eTef-^LOt;Z=G7p;%|B^#&Xv;<(#PZuWS=Kmvtb`yeMJ0 z<%Z2NH!iM8(5eRw)t+mdS<{eHoU^~MWa|xMZE!R(TlY1}Cfri-p7cl0d!p^+omb!G zy-A&U(kS)BAC246^6DjQMNQQLGDZ8JSbx8M`)J(CoOY3_w)knT!H?ElHrgO0&l~sH zl=IjjbM1(T70)d>)1X6O(=_kzE4;Lr`>fo(YiifBZNL{>^xyfaw21Nd=?=Ev`@1qW z{5MyYvM)+lZ)p&xw;NP#pKF{69#lTpnD}9G*5zAE&VMoE`ZkBT8nS-lQbDxGr|fqN zoB7qU_Dlb+D~`z8l&U54FXRrVZBOm~&e&}!>+au^6D#(3p2>bipJ$T)iLLt=+S%@& z`}aiS-e(6omWOZH5UqaR652Gk-0&`D-`?JgDV={RKfJGV7Jh94v8(7-+)1B*?*9aB z)im$-)<&lMzjM9+AJ@UK2G`H3x_>24oe8OlQ+s+ThnaJF72}s_&dTg_H_1D0xUL{^ zKYMM0VdR{OFoVhF_rNnb`pa%THJ?#Y{rf$ykDA}%zzxqeBI=vFC7$NJ(NCVzo>?Td zc+VfUxBiE8N@h=FtM+Z4ShE(?zPOxlKGR?_Xi&o6+`pAl{Vz?G`M=F#e=M_qQR`PJ@C-b-F&2}aX>#h&>9+Ds4ux`WEcw69 zVXuC$-el8W>1y#Rzk;(Dr^cPTxX4--ab@F@DR1U=nC;pMs z22DxNJUGwbZtwPcAX`34RUe*gHc|Iz%asbh7F+d0^Mn)m8Lln8a{iH?;TNv1Z$He; zChRmczu(XPrF+swrWc2Ad@qt*`t{BXh4~GM_b%U1e|hD5sPPm#+qwC>+!fxK3b^%c z1a+qQT5Q=N?bJJ#yT3|?T2^#UzN3Ab{n*;y)%A zt@jF3P5W-U{oEA8OW(fwi>QBII)7!iP_;_5+51F0rIt(j&wT!JwSLt5HvKw-OWw{C zdC^L5Tpz71i!#)07vyB`Z87{@;L82j6f{v&1)XNK(iBx8l;{w=-%U=!^wWGg*p8YX z&%e3E%$6j6691N83mVswzp?Z4k5_M`eV;hq+_Lw;#DWJN76mFY2GZBBsviGW7QmD^ zdn@}h@0aUYR4z?mzr}6kw@m5;Uzs=W-W_}2mrwVLi+EHKq#vuyIQhuUO(pZs8!Pkk z&0A-wlZc8*Fxn zf1YAHMPKzthr^S^*(dJV=4BpyArD7Y!j+bnnN-=xb8e|OJOgM`Gv%UoiUzjj{lN`Mxq z^Td{3Ts-+jg3k^VKb7vf?p?WUmOuaBcJLyCk2OcS#IB`-?-wx! zb+tDAS*jMeK`NG8LIX6F2wAVeeBt_Pfv0)1O(IQ?Tuzajkg(K;t17AahSM8Y)u`XL z6U-y$l{8!9QagJg5mJM}>I}0AT%s6R1oqxhW3PI zA2RF+`?frEUeKq%X=Qs{ALP9`dbY_$Gp@|sJNnG(RqdGg1% z*VDHh7g@C<&GP*B9`K5THT{eO*Hzg}p~!*XWf*T&$R zNjCgry8c@DM*MpJ3lEBFyErD?kDmXCqh&GMp&2vxE^7TMIZs)}QUEeC_ekB4x5l=g zy)PfM1PZ)nL9k)N>-Xi;ZfG0-IC?L#^V_b@u0*#~MxD zI{(4uqchvc*>+&Fbv!Ze_u~Ssck(H@d{GYaJYM%c>DXUm~-yVigxQ4yEnd9^o>l3Bsn3si6pA07? zDd_x}e3I=|qR%}W*S;2I_d^qv6aTW_>&R@l9(UYi*TGVs#c%KTWx6TImHdmgruc`~YP9^!$S1vIzcK5#K$k)B6K}qSTyjrz-Z*w}Ut@81Mko#>~ zYGQ73oMyS8AH=yrC{HT{kOAL z*hah+U;n^(uk`P@JokOmDx%&9qzZ8|JHBI&Q_1Vz_|-eR_{iz6^R{_@y*fQ$)|ScV zKP~TkTG(%PdJyIxO5_yx^JtX(%Ou~Ic+E7W9~U@^E>?HFpr&&nslntEf zP-hMUH~UOhu}g$@J*ZW>Dsqy*9H2v3lFs&<}@tY|8SG~)gyIV{c^IQJ9Rj-z!4A;Au`~;&y zsdKHu&ku3#H0Ta{f9#)0RIMei+P_Z~zcZs8_SD*4?Mbo7H0n7AZYTM*39BCl=YN~E zS5~-(%f`u6Gf(ckTwpZELh@StgQ`lV->;u?O2z2Ba4|N77f_td%!o{NJ2QJp; zTg?SoSHPw2*E-qv&)G*iA6eKQ^;;(W`;pKr4~cD0E_sKZJjcEHsQfXTCsDJ@A92g_ z+>&BQm^Uph``UN6?pvx0&i8~^WNP)K3xF3ttSopG0x4;|4@Q2HcE8ST6g~f8h()2+ z91GEF@ege3DlB=PaO|#I=(m5HLsEjyn;!M;AY>PGRIXD(&tRZ49v zxD;U#sWXS;``^<~_4V=<{O7bKC*G~(nruAnl#0%>qRYI#YpxgQ&9M;on=q|UrYNyRppHndp+WOUh+qnMu#~J6qGq)i3S~yC* zPnGC7@y&>*%}5|T(cs(vJP8}6hf5|J#4Q6akafz1kN+7=<=kKR;ocmE9f|7K(k%r2 z=5Q?k_0T5Reonf9`;Ve|EB~8;RvBh4>dLJD+oai?O2fxtr`3@1J*5 z3KHsU>VD0_&;INaWOZJ6f3=3h<_Y?X5*8fKcRN_QzNwDKVSQMy-Nk(Niy^DgPtwls+KjXg&XtEh(BwR@b8}1Q0y2St2vMu;P%NLK|)YYl_V)*DhXtZhlLko*ynK_29%O}cjt8iQuH?2kW(Vaqb z-(QiLo!2LE>$au_35&h4Uc2hi+^xT^rJKGsH&}8)9% zRsL@&;D2-XlDdSv^O=Pfe_ZW*YKy#c_J;?a3Yz?(>g)22@lM(s)iZzGT0ZBq^!!g8 zEt}Pr%{aUd)R>sskzL#NoHL!TWoAvnb0IaKIc^W{W$2yTwXm~P%CE&({gC9RmhAmW zFTTh1J~^BAF7Hk81oxMza|<_VmQ}F-O}@0B<^0llfxinSb ztJ|j&Et}I0Ma)WY<$i5u<2&P|^an!}*Ool6+uhrP# z#%75}Pt6!wGkLxke6wMzlKOpFf}=Jq<&flpm8pkjI^5r{;J-}jT+7To#Xk=$Jjq|t zly&99ufKKI(k(>Jfz2rXU9c)s-p};L|EnR%3SV~z`$}#sV9d+fSnx1nhd|NqqtW@0 zX~OthEgv+6->=?$``w|P1rK9(6zHwl&)A>+{@9#jTltggq^|#aZgMo?;pGD|bJLC- za!r1iw6Q=j;k*6`;pGpvD$f8d=d@hn85&_*@!TM4A2^GP>doO2PuOO}yd^GIZKnv= zr(L@@P7k=jUODgYqc=%K3*?X4>24L@A9?7~Ce0J%{8{r$v@1$gEZM-sV@4-C(Vx4f=FX4CuxsZ^zn_m;T%KJ?g8pb}#tq}Py> zY(M?3Q}Nz?e{}fRROS@%*QcuMo-aLki=e^!*3eViM@ylCYAGN&03kx0w?3luT zm#y13W@m5Xp6hwR|IX&RX~dX_91CBp9Tl-1+$I9$hk%Ikd3T<;G#PQ`g}vKXpb=vs zq9?;8-m<~_U+s)_x_fK()-tp5*6cr3E!h7uRn9if_ouCJ{-F@`rHfgpg zzg&Cw7j8Rp@#5V4-R?RuCSu1P<$(t`Rvv0ihE(NxsWZ=*W|e$upR+*9ua$fGq1NDs zOfz?`{2O-R^v>nok6T5`llO0lI+~rOXLR$1%e(f>2fzQjGfjOEG~YU>isgp&eeLw8 zsvaNabX(8Oe08E_b=sk$Mh{QTGyt#2%&BcV$zCS+x#hj)WP$0Pdw-vrS@6_nN0C~L zeZ!ve#GiU!eYCbdR)TWjPo=-nn1wCA~(%_v_7${g* z8o(w@?>s*lv)Jd!^RCeSc?m{^(tWMk#}A2acpDnS{B3%nuj$DX(+hb`D$UoeRF+sb zYwaU`NJ$fmSiJE_WnG|J+@534W`y&#X|o@m+MM{8SMN~Y?v3{R)^T;srQMkizL@a( zF{^)>HIXOWx6SZyt}FLz(>XlGmCTioOy}^tK36Ro`r1@0HbP8uwo;&_)H)g7@V++f z3DMUN7EB3!_1*qv!j4&AlIDATyel~EzVxizXX<7XpQ?T9Vds1tW$<;~{AG@3lCEb5 zZl9+T=zqHQ+C;u^-}Z~v;Ql7JhXKeM^ErI4&w0<$4dPOGZm@Iih9avNOWAdE_+ICK zaF@%N{M6yl)%zv;JPVpjZv2mPxH3&?;_9=Hn2Yb{`@a*<@nD$h+d6gmTf5e2LH1`J zsOXg~&)LzJvm?u_=Y3%qXr$!>e58dhaZ6UiO&SUiRPK z?Vj>hJoh}zt?9CEAMdft=+kY zl5e$V7D!#*_lGTL;`v8KC9@}ThHIS21|?|l=8`*Y#)+WKB{xeGt4cN|T&ZLREml#B zu@qjXX8iqD?yco{m+eZV*VzA=cYBKVK=f9hK>qN`!v_ln=A3?(+6^xz7j9Wo9B*RX<$>DdaN{+@X z1r6YyE>O8+A#^SNLI0Ujq2*s*m&U|t%`@9A{k!gC@MMWn&F*qbpBT0uc|5A(@13VP zX!!CyPx@aNxk-QF)wGRj}wtsyw>Exz8 z;PC;zJQ;TLBfHZZpPx=Yv$k*(ch}#0>y_*~C#dP`F688&H~*Mj`SvOIisPyle!l$K zKbPf@FLR;_J2-~EDo22N&F}v(Sn518JC|=Tu~TmSq`isy*YYg{@?<#77i_)0dU9UD zPAkTOeKB(tLVti~o_r4{{Fx%EqbA4;+GhY=fMTTCwbbWHxb@Cs%L^s$Sn%Y@ux-y+ z&c|7wdMI<{*0$eQcjqb!r@TA5&P!hk78X1XfOd#x z#rUpppZ@2`tewX|qB{yT?l5qDKke3SBVEWm{e#r6-5cY7O)DLF?0Q$Fm%*v)c}xb$aM_;7$CS z1HX9A3#UOApJkl;UDMq8{-@`)bl9R9X{9)+MR$Ceo_dzH46& z^4hfNl!<`a@%cTq?{roymW^Eg;qIx+x2D%U`D`w@TK&kpqb8}64F&)8Po?q*ToXH% zy5djk-^HgdfLGq!3Elnlnp)k;veHXx$I|~z_OEd}eJuTf^q+}O_seh37h2LXNoS>F zb>$bmQ_HS>9v z=gUV85_1!^YMt1x)3OhVg=O@fDkXT+A&=jq|w`fAP>R-lvD6=I!8pdML!sVVzvL%KZdI>p&Za63~*~ z0KGL&JFiQexow>7)V=in+qmPhr%&fId=9<gUFp#^o8`?>DGI=p?K3@zjHF4 zb+gzuO%&cfW#;-XR$ER-X8A@QdST|cyZ7Otgv7gTYG4OV;l6y0{lur`oAPzHdaf5q zm6&ff^9R@!KX|9KENDDcn{=LOYWr4u?vOY;<{LkCE;!BaTzvk8P4u5Bpn)^6qs|BD z`8;KQVs%pR*!t%mr%jTc;SdKJLvznPt68*{M}4VQcjVjeo1Ph~#Y{8V)wAwkgJ%I~9C@MVp)FsbE9ML| z6&Cth8JPM+%=W2iGfLF;uVLfzh+#M7ocl&;MPrk|bjRM686WckCcAGxc`KJk?3&o* zh#Au+H2hn8J3zH9DG)zXEwnhqD?S~$Gcc@{%;@I+GSbu4Pzv9)|>~0 zxMzTK)cZYO88_+JZ*y2<)+zK=^3Zb7a*>^&8{niU(-`_orhY}KN+nf@$@)i7_NpiIoen{Q+GVH|lN*mvLXW`ezQ$PvB_-*j~ zO!;3vzb~ZU+W(_RdgX@bE$1V&-f&$1%e{#=a|U#M(;QvjQ;S%ueVevzkb7()TsDW( z`f!eZP?k^k>M2q=1yh5XzvVBxB4TcoxP0b@%|16S+9c}w&uP2Xw*b=dF8}7`ovY-3 zTJHHZHBhhcMxojpgFuTDkNy8%ZO}g(z2&*V$M7{xEnBy?AFAMZm-yCu<I%t~hzY_4P?I_!!jQOgwazCB@b%8l8&$j39rPDL7U3ndF zJmT!vJ^q&!o=u4suwT8ueE*#Drpkh4vp610&jBqN1$FOvpLAX>P+DW{zu9(sb4t>g z%ljdHW?A(^dNnUh9y%{Sxa#P1zvfcqdnL03Ijzt7%ym6<>QIx^@rfHAdq4{N+e@C< z_W1pqHTi3&aw1s##!R1wud=^{{#(DsTJKiz-DRG|dSA_NY`ng1)wT@=W+(itrfrQ% zntjb#^tD+)_9EBFGtL>a*Y?#Eg+2; z%b=m*`2n+k+?uckG>c;-!)e{u68rN)>Zx|UV7ro;pZxWVg%X!{ZrJQ{3i+xfe|5s5Rv2QZm z@YVbg5^VF;S00K>7e2r3?!4s0^BXrjkBF#me!YP0?fNFEE&I8$Y?5AWZ<4ZCN?bqD zVAESs9i0^)LDMJ9m5+>MIA5QO-qxD9wbMqWnqO;1#Po+AH;Pr>G#+r98K1R!lhfCr zPT}c|*$-x|$q>qWvaKTWrkWnJ=TXa(XGE$#sP#2OpIpB2ee|!oz@+ZbrbBgs4}ba? zJ0-4PXwcTB9pQ7QZCXF5KrYZY^Mu*D-}u0C_jvK@Wzn;J?zA~4o?p1ZJ!AIb?{^QT zs;g(8Jd$719F$$Mspv_>ray;^r2aH??|7LR<#4BD*8b=2I&T!GUQ0?mZ`^9DxIKOk zteUXc`5<<7Md_`-PtE3VSD$OOeSSzzB4>(ji1*2zT6qoZ+3&9Hd!lN>*_g74Q_#3c z?pR&tUBhDge-WEqj(m${GMRAGU#4Q>&9s-Z*KZEKyUC@`Z}CEdc~c@l<8kLj(>_6F z#EcF{?O4wKUTfJ*(EPix3|BQ@t1ZKg)1q9btz*^(R9wDul`D1O=iS;@PPFVzJ5*tp z0q#?BRy&nKX1vd}`PI!{AAWHoXwXrruf^8=kepGa>Za1a&zdh7FF183_d}W0{Gw?a z!pe^9?JSi}Ipi%gUuW+76LX9Ur9EQb9etI0eroE+Z^?_Kex2cHwOw*6O5;uCJn%O2 zA3W`ceC!<7ZJy$9YxP^`J$ToG&y8ZWHTxNkXzbA5CtWSP_{JWoevz3Q=Pv)t!m;_> z_2m<}tIxI?-c1L&ljUw5V)x^dRe8CORIkj=S!f~t4HBd(pH5x&+*I?${Q9T-**#Au za__!Sr55IH%J}oi;ajK8Y?s{s_2ca9rk(!D`g6ZOQptV!{U@LLrwgfWT5n86kA)Vv za=$jR3A`b^4%!u)S=A#o_fMSqZgsv^+xA2AoD=WceVOrX;qip89oqew{~sA9vK(?` zPRwsCc;Emj-M7gde!^_+uQvIYw2#%T%^!UpI9L>bk5XW0sV&oeuJT*)r}?q?^5plc z`qwUdpqep(;rgzgjr`s^OGST*bWYO|WUJ<^u6dPS`TOJYDSn4%8a#TipfhU&=y(E| zifQlx2%BA;e0)~k6$f+Pfk(zbr-N+x$5!uj{#))w`E7ipF%wx~Z zzi!}L#kRP3ZTu|B#W&~L`ZiAqu8*Ety)gOyp`S6vMh_RvG!V0jJ9y~OUWW~D#lPkM z1$QQI?9>iOC`UQ#)s=jTIztErZ zZSpj`uIOc|5327h&-|o!ms?qcPm1fYc;v-Hzj)h0qk7<72F2!@OPBekSRE_A51zzs zKh)^_kfC#DRqrPE$OHeXdYyi+Hsvy!ct3Wro05!)pqtyyMXg^Y{XiXY$m)B`bI+tw zFIlbx2{Nl6Y7|cV%lpq`huqP~Ul%!kK3{Ur!(ir7y)Pwa_PyDmR@_m0lh^mxw0+;M zoSmnh^(w=5ZS9G(OZVlM>GhX(UC4D)lQ9uK#(S(w>{_mca2jky`*F{oMY)fH55IWM z25JWcSQKc;FdX`{<8hwUoMW>3%NezNl9w-+73iFMA>U0)#>9+w8W+1?D>LKv_!!Vu zgZ$ctH{A=@+)ogy>Q#7cF2l{<*UEhS5aWh|l6${nHsu^}w$DuX%eEo6Z0pXbX>U@D zd&4_y*3_Q)o3*R1?_hVj-=jniQ9ti>7ni4cy2kvnk(1k4a3MlsZzX71DcCe{XF5`e zq54Kp|2n_tQeg8NlOG1yeVzGf;rS{2wafm@KHn2yk)hGErpgs`Vg%P_*uLD@Su&}C zYIZYMyMreQ`C6IV4>2md$-fnx*}dNKXpW%#jpKE8@liS}udB=#xzAjE|9#W@?IEYO zd4FTu_Jrfcf4Qj>_s%&|9XM_4vs0P((j^WSTu6|(Yyhg_4_|Jb32luTto~=tSC=_s zVZ~v;HP;IaWGp23X6WA8T%_vuQuNvMxD9DWHx<17KK@s}b7Rx?atF!Zn_ql;YB52# zMr=Xz^&^6O?!4_ELvL}3eM@nAQZVDB^z`z7H`z}dRFD21H+zXd!MS~j`p0sW+7C}W z{E)*SY+lBGR#WSE?<3A#-#hnCe|q?;O0-6L&4a`@&h`o6DMhc;6|~ayY_s5+N6u`^!jV>_9!nuJn{0w6E8t~b}V>r z#as6NzL0sx-s)^e+hVuFGa`0?XX*50IPcuu0UCtg$yP0{Rkye8cqynTmGo;s`H+3XccYnKrr6zo zl=(r*eVVlC>7!4si|V|oUhI(o8fTlJe(zA^x=BwJefGH4+wS@F_!#?-&y)Q3wobmo zk+N;c{U)Ak-U`dVm-8D%+AXlYU&LLp`{v~vC(~|hHCw{A*tutlS(aD#n?%-b&zMuE zEe#;syd2JPdW+OQKCZszXw75hKb0q!^Bt7TWqESzW=_^4k*(J{>R<2PSg!fqH+Q|o zgjD&Q$uAc>(#g1J{Z#QfRTB^VY; z&D(Jrx)JToS=QtC6B4~#?)~^sANOhH`2ss>#`bTgHyz1#s`r0qnEEB}P3(lXId6C9 zZpqT?t&RA-1oe;mtX?e09hB8u}` zVudC<_>74sliqxt^y91A&XSx4d;OnRk}c-;I;1~U*OhJ;iH`eKJ-zevfw}pogS_;w zz1i&JC$=T=ztH&-g~z{Up4ye5xOjQyh0Q0UgqFVv&G}SWxys_w%@r?ouF1q5OcGl8 zA&76{hpUiDv%_z6C&=A3^1PAy_-FlgbmatWVY}9o5|C2 z&&cWKiiJA+=Eht+RK?xCX$_<`;o!IVx9*qY?Itr5PB4H%V|#(x>f`^_PclbUaeh|o zZa-|CQJ%bihg|2E-KpZ0OP&d>YtL0E^bsoe`TJyFaq6V?+`38f{`;Nxd`Vim-2BEg z6Qi3;X6lGZ#~nPh&a2Zn5<1~};--I6{NIm)^()Qo4$Plk^US1E_$EtBXwoE^RMrXc z-yUsLJAU`Z@hQ{eJ{(;BZd41{Z&pXHNap>TbJzR$Bhwd2hR~66cbH zQ;x)4wA{eIcS7;oK~ef^Z)msxN?zbWcRPg?>)~Ky+0P`^hB%B?R7YlShua* zwu75e?q|0>zjHpe+uv`Rs>+#7+v7I*nA+y*%}v|1Wa2BeUfYisUVx^JD%$iWgIiez z8Jky?pHebQpWEhq_sGJ$M*$#9KK#A*dxq+%9Nov>dve`{EgY79Lgzth=1(_Gq?=kZT_3 za1sfoRM_6QhB<$pY~Av&qQBu0q=b=e6OLEAzw^(7PoG1MEw?>%Ye}N+zLilI5837N zWrHTFDsRbL)2ghBklS}}$udRh2j{)*YH!J0TjtO3=I*U{RmCOdjBidm-fKAiLRWc> zuhca)?rh=qtv>%AePa7`B-&z4=q8t}$pxXcHS?z2P6Zc2_YNiIGEJ+R*1}Mh?#XfE zZln;?jaXI1CxS=Pc#}S!x!ompOcAsyf!7_9h;$}jZ$7o?VebxeyFZ|W&Ofs_!uHQ= z8I}$E&p0ytE-w-=QoFxzdh-N#k=YBy*1B$-x%kGJ;^fHJ;N5@?bJC6;{&M{I$xeTHzZu$e0!L!Bgw!C+GZA z1J$N~*a%Lo=?`VhnALRcT=b)F%zM4>Op<7ZKdLbUFN$^^J3H zHn5$&e53usFWHx>={EzeSNzH|=oc`{=9sP9a#rS$(NFFtoyQ9}PCsFOVz9f}KXS(7 zr;vboWhiqftzlKV;NjDWTWtBO4BS2fhYTAk; zR8Q+A8=YR!zrLdJbT9vh=c@Cqc%N^m`m=Xaq0YwZXU=Y%FS5;#dBK%x&a*L7Oiyk# zu)N3o?e9H?%t_s!H}3yAvw}Bn$+PY=6`SUIt-W7f`^reU^X#l6kGPw_ivjQ4K2w|z z3B_+-Vrw+J+eC}=YQVvmY|(M{r*r>F`6{1(SCT*NuRH?|{vA^z4kihm`f!T_Hpgt| zcSAUZfBKsL1WZSk~zH=rs@0rQ;ljVB$JO0>A{g~KqVwNq{y?=wKjvD{$%Msv{N1if2 ziBNyvWPIU4EC(NK{kmJM(ZPdwu4#vxRql zzVScxk&Q`(dEveui>(=RqICR1#mrnc7R-sV@Jj`+&YYlj)%oiSu{A-Zj~_$o%gQXq zd9$28F1246$I0uRcdz%a(38MZCJ(B4!j!KiRL)>~r1dvWf;0HhC7E-p{H+(%$!333 zv<{!zz3_C8$<~ZnQ98c5bC!Wq`RRgLr=BoBd7!rQ^QlFN7mvbf5x!vV1Lsti%U#@c zXZ^mja@yK=e7UFB=xqF@n%22_f~L(I^(#}HCf(SXe&>2e=*;=c96f7y##CK3-}vph z_T`S??qe%0X08P-i+gB=lO0<9%3G7x-f-j`RlT1)yrC=w;l1$+Ozl4`d) zwc&64?lb$Z8fhr|>&{yKDDgiiXB5nfvhat5-%H<*rxwjJ?la%;;aaLifUe96qo3!V zvQMAC+{o^&;0iI`5JAVa8Hw}F*jKeOheB4@v2(w1a7_E~JplId<22;Z>b%iNRkH})5bfeue#{PblK%ioWAO!ses z+9xx&hx8?DKUp^Kqv;0g$JsaTO2#wq*4`K9{wT_{@TkjvQQbAp1&>ZaE1oAN-1=XR zpZ_5Rt_Vsw_+q~PSpQS%M*Jt!4fXBo9VeInjFMfLb2UJ0b@m$2SlRMzMxeQB6PZ(5 zJAZgKEVSSEDEpJNJg6EemEuc%-5#*5jwAK;^MGytq^GP^p0ZZz)T3vh&c4YXJp;%| z5f3gLQjw2}JaY0W`mbzd0eY;H_Y3s2P$o_#FLa{AgirxA(lz2M5Q-jI(z=exwdRenCbdj@E#`Q9&v zo%h4dW~#VN{-<|EZIkBYlb@djY%N-G>WTGq`Ix$Sr+(~lUlC;*ax}BlmHYRe%EoX= zR5j>ay!@na^}*X`Z}3`g?4O-{_0-0!zXGcl{S^&cE1z`rmt|P4a#*g^>PL*nMRj|2 zgBP{y`P|!C(;$-;F82E3Om2z%nm_jXKhH!<9bX0SlKEGsEb}$KoHjG_@tG}!X|U92 zJzaMGT-hm|{h3A2CmLSdFQO9pU>s}@$_m^!?*Bm#vAc^YzhCbB^flGTjr>~=zys1n%y7X1gn9z zPq#MvN&GRg{Jg;DiGTm@P0}-b{AKUdQjBoTcnQ!cO zmXvyQ^}B|%bYa?M3*qOhKx66!b524Nku`s1k>YZrkA@H4KLU?@IBYIluyX&w(wmAK z_Ul-;d<#!)Kk)DFCgpeB*sJ`@rkf zFXYH%Y~ycC`z?^M?R;a}Z}SB=-4@(5xp2g)89ey9d?vWMim}^Jd|%BWcxK1ZC+`}L zHKsj=Slzh8QG4N!rSVElUoXGEwrgtG>r2e-S7h$({AKWM;gz}=rC)E7aw~M7UcT{L z&Rl=r;zf0lA66djaoLio)V290mzZ$-L(gTf>R#2q$l=S2q?s}4mn{TxWjf6GT)v7w zs61AlTsJZOj{&dW=bm^uX8D3y8ohSLL06Zp)UtZUB_=%oVaQfNwcU{O5^QEnKYc&p zQSDrjZ+SAS&H6&6kFVn0xZJ{L!t(j4#&18$UcGx`_r9+mPX{gj(YIx*AM=bYUJXIr z7LNMKJ^Lpt-&(GDa>|tHw~Azn{kNXKlIpPf?|zN>h8dyJ67w%^+Id>=m;3yMppbm? z;B9R7EtQJ=hgvfhod2Uf|3}ZX-tz~{cl4xR_@_0`@wfRS$(&DVHp;IbzcAw}4x95Z ze8Y?#ynC&>Vf%%@KhC?BE3)|P&11%(8Q&=vvnn5%%}?F7=sj5M53ZlyeB4*_P5q~rkC%x|I|XY?6)yi+__}I=h3vWn z!^%4%^MfiOdp2Tn{u$KR-fW(!yUJ{)O`ezkR-4K@^Y2=xzR|yTd*R=!)z(|;AMcHg z{q#aFa(B1l@`S{@t#MYaFn5aNl*at{@qjmbIi$bfv{Q5H`j3fUwp1%54%FvtEj?xl`>d{Ckh)hby0+R9@!s(}FbnDzAU6 z4F9`_cRdUD?>(C9uY5`|T(D=-DfSbaXBTcgYO-dztK0v{{_g=mnmuBLh z<(x7Z<&zF1?y~lL;IO-!rSFv+*GsXt0@IwVWY6a zBE)r)eEMI1-2X81!@~0|{k3YKVNZ@LnQk5I8^bqjcz;yJeSr^XOm;f|o0w|_-j-83 z*Na|XFFoT%?)t|(R|?sX%X79@Cd@}QszH^GC37kyI2z|3Kj~?f`>6QXlNHi4eCCG0-#zZ#M%6dwBwC#_kWHV# zS7fPgu9Z-~GqAC0$#iK^k3Ti(i;au|mP=}^JE$EMk^Ye9ieT4H@KUf%^Aq_}13&sf z8;qr5d=9ct3c{{?FZeORfdf4 zyfTnkWYw}FoG;kEWX7+Bhp*HZ&6v2@>TKXgg_m7o*Agw!lNg> zdp8-F&$#zv`|rw=>Hi*CrlrD*i5tplU!^8LYT2`>wf2V0WLP)E(z1F7uiZU=vqj)O z_Lt0JA4IHeaX;|V^udwU>%+Ee@Sn}>2XAtvaGyPNTwjv^>zxBfLRA0z+tuEgQ-Eli zyqoA-byjU--uEuCZ-vEXFF9lHK+Z?y>)yQd#}-eY%1M5Ut2dsXecAK;OO?s665_Mm z&PCT_1pmuuN8NbtYox!w;x+G+ljmm_yQ*F{xheJHqVD8BTxOslvtL^*L$5sE&&Hoo z&nkD|pO8(%U+V`4`$H~eYjy4i9TBzt!s^LeY-Y+@OilU3SoC4Dg@5eal-J1@pdEUT zOS5gfJJ(L~SDe-&@Fef-(GB4xv0i!y_e`slsJ_X$WnSdH_0Lyv>OZcy^)I@9w_t70 z!QYSk`cr>Q%&PJ=-Me(wyya=&j?VsqRVSY?r`%UN8GY(diyO2%uRkZN%2{*g{s*dG z!v9UO|1$kg{y(E8-}MKVZBMu?yyJ(s^@e|k4yu9sFTYQ&J$!4?lg|AG8(v!8_#%_@ z>(k8r4@AF&{|mDFB5tGof7$+?gv;3*Uh3ZXVqANLC+|F1lqp!IC( z=^ypQGX?wEdfh*UUf>clW8swPhc=HK&T(?zuYG)6y?V7axZEq1)ZB zQ%|?l7tfryfz3CfS#?cgdY%#FC_YZ@$@~)*pEUV(tiQZs@dd~*!Y&^5HAt;rl_ieC zL4R1+CKy)Unlk}r;XBqtZ!WhzS}=LRROL$t1T!CWOo0z`WcJq>XY7;Ixz95vAC$&U zinV_BRg+inHpnkua%z#EpVDSfD!$x)_NN*=>l~JQm~x>&=)U}#j6`{}z1AJ4z&pn+ zO!`Zm_8&ZSVTJVnGJE}>UlNNgPQrTv8{9WZm_#1o{m3OYxpI!YbvkJCJ?OCivomky z|M}5!+%vBRG-CfHvv|`9xUMY_U3b57iA`Sa%N^tN{~K7I`N@pMPfz@Md{?Ehmlrf5 zWtYn*HnZmWr{>e=gC*yc$sA0&l3*CILBcWu)TA#{N(YZa2;`njk+|D*byFU=_wXju z9ZA>xZyaok*_t`Lzy;89ZCI&QSr%+nQ*)rp2vWZO+F~gIPsBC1lrMMBdYO2$Q&jiO zQETljnd7eW)}8=Y_6N_W zeY&{l;Zx{H-LDOny~(ibQgcJuqg!f;EB7TO|Ii+pCD6lp87y@tD^L3M*mfSnUT}x; z^76BeQt+s{EawDfJJiL2kG8L%Lq|IOplBDKtmleV1jlmf5X zx2e1}XNl&{9h@;2<>S>fVA0fvtf%ABBDc(oi?*DY{6)$CQZl5XW-Kb2yu|PC$GW11 z4rttBYVueNj-|yWuxjG`_S>%>+o~De{Q(-TczOAmMlURtKg?V%xKy?G(jwQ)&IfDu z-)OA71#L;_)jv*8zmtFG$BVkSPd69)%~@;+A6I!bak1*zi<6#abQW(pVkrg9`5+za zXO#DUy!dy|lgsXB6%k>*SWYqOk^t}I@1P06S+t3y4<*5s!R_fcz49jizI@|GecY#)lb=24fd$w{&;AEGnFZ5yEWBCb{vPFf1Cj)7 zOnvalyl&gV73OxkKogrQEKL!~^NO;m_pDiov8zRO-zIZVy- zJ~)V9E`D|bVM}2D37yQ8wy7Loho#R~W!h_|2RgfG-kJNaj!pKgT>Ag@>p$hO?wdaU z(rS}W(AgC6hw;e2=I|8HO?;6J^Ano3ymb`%o^Z#p!KSukUD4E4>%YZqxOlmDtLM}$ z`<*9xA64r8`|)7j^2q6eb`tY@Hg|8myi~7yt6uk7z3w%qIpQVrn|l2=>nYbWE7Ipk+-Hf_*1B{MEtQx{8Z0i9}NVYu&Q zHvh3AO_N>6*{j#iyMY`qv$KMi^}mbUx+vGwUu!X_oJya=vfaMq%KE#nyGqLC?mlk5 z8@5>sYDM;H?@+U=t8%hJZys5dlN9O(?y_2NnuYPLkKYr2OSnMl-s9%GahtVa8rFM< zn_XR(lNEdO$hsV+_|nupApagSKiK@yg|RBTpTErd?5ds*2Y;l@iCr^SFZ5=}>P;&{ zQ-xO>9ST3_wmfpGpkGgZ)7qzZGv9#KE<>pGy%{ol(@N7+;n@(iH>ZHqT5ai$E4^R& zp`X7j8e#HUu*pWTmL*rawq30;S9=Iez?dFCwoNzdZHq)>PlM+Ouy?J^SVq z2k6wd!latZ*SF2v?FGsl*I&(ym4v3>=-6GGc9x}D$<|HfT71=JbK0MbQoZQzSl6%n9vs<+; z{|*dan-P8X@~O12)E01hY%epcJGkVaz1@vm)7?gg*dI?WEZewkS4nE|+f!cx->(ka zvNkQ;Y_qoV9%H|z+xJ&#?~&-=ws@nx-Ho>a zIccG0&Fgj<-II9VGdbb$hgkjJ`G0&jYtFtoMev_cP6?=tdz19?OVF%MOU+V?vrmbc zrM9f^F+XPg_{a~n8x+W88k_Et4ef~=eC9wzZP0&Sf8EL^8r*Byu9#5{0B5p80$IBtjEhYTz1_E6>C4HK zy?N;KNsf3{>A7j{pcKg&_l2zuYW~fMh`L5OI?H{Tzd_X2MQ=^4jSkI*74>~%F#C_ z3PNMFd)F+#Yu{$_-aOQn^KfShq_BRp>-_1Z1}XRd2Y%gYm=d(Gc3t7+^dr)b=N1ax z`Lgqv@BELwwstpO7WdA!Q-)UB=VNa^KP9;L+l6nE>XQ`rz4~|CZn1(hs2Y~8b+i4( zy}R~UWJ(9LDkzTswsZaOJ1-1ZX8i7{;@J*5-L6n5=a238JLyxB_iwnJKF6sIT4UR_ zZ#uv5U9s}Z+_uFiARv~>$lC6TDezt=2<>k zx9lD>{p)}w#23b08{==hH9jZj45?wV=O^EM9`SvrU~*~e$G<)0QI9|+-REnaAAL6z z-f`0fyLe?X%*CH0zE!UIeJ2C#;wYYvYBzpVyXm(50MnWv#crB#7yGBqU%u;nugK)C zZRdB$NapSRcny*repI_DgVid-)t*nC|9sc^UO|xBj3Ze>Se9DEc+^ettXicaPm0 z@v`4Nc03;;bxLjADLehr`O@-X;S%@HS5&L!?FH392i@jhY=3w{UjEHD$y!)Q{JJyM zZq4p1wRyD>$L&DPqTA_*z>e7Q*0}f2$AfY6t-mEgVms+=@yo-zZnc-L<$qmpNaE4z zgvICI9Oh6zW`59Z{>}E%H;1jTDZSAyxR1;1*BQH>f}|SZoG&v$HmymPhqVvvrrWJq zT{~l4_9d`lD%|on*6nm{I74c!*bO5rTnk68jkG<}7 zxK%#pTF$)89QhQ=+wURmcMr0&L>|ZcI%>-#pgdCh8BxZQ`euj z{cQlPioWgql34rp@E5_otHZX`KKq&20!ih^l=mCg)ocKTHB!X>y4C)Y={m70?|Q5b z+4B50ya-?Re(hW1-y7!DMx2Mabqy%C;(r_LO|Q7xwe7r(ea|*f{@w1k=c{kQYtM}5 zC_aO#-mvd$BFG2f2anx1KF_~+t?=X7;AB?y4J;0+WT8I$b*=rY!rZzSe7Ed2^Mh*H zo_wn<&%$=i;?G?i+3{892&@Er5!CT@tHA4M#cQ8g3_*>o#gQGLhEr3oeTG<)E%(NG ztrF12#P1lcjr+usYPFA4i6ynHZ|b$%ETBAxrQI*TYmaB^#jLUZ45A z8xKT5f}~JL#(nSg2Wq0Zt20ab`M*WU-spj9*m`xTB==Uy%kEa|Ks|-@F2Q>&(reR< z!yXo1o4gKegQZwRAM3PaXjJBwY94peJ?^A^oJnGZe9!t_|F>P$InJSe@bHrEntMwQ zWtjfnc%V*agFLLYy4u@bEX#h`c}Z}C_`Epxo8uhsdnP})@bc^(b5MoRrL#eadkwsP zcoj6UHEQC^%gx~0B={JUza%K=o1B;PH|+Fm{TP0Bn$8AQ?wpgbz<+gVQtPcrt=A^8 zZcAbGxjGeEipw;YGNcE(ff{qSv&2#n&Oha(d&)`s6jS%61B;+dxr2`vct?XBe_ob* z%_*kUh}Kp}>cX(pUmEWq4NLAdpw`Od2iF?bcim>PKxun4WpsDfhHf_GzZu zn+{w)p7FYOJE$wNaWmh8ss7o~XSeBW(B;lKjd1$3)?3qBuT5j!mI_J>`?I#CwoHCd zAo+aT)tu8AkOucQSl(PK=M`;sWt-1@lTBH!m$MFqAIx3N2?@%nk9@Umg^EoVjUOuNw9t6kf!+VsPd1N-4d{+!bpCEyl4%z`y*^>S|p+%}3mQUg++ za~kG+Ly7BGnQt3OK{_tFh?s>q=l`}W*V|d!QkicX9kPC`V!`uk^BrHUp0Lfj(l@5@ zqWG3~tFClZwAlt-kPEwgeZAF5cyd^zc7zS1D-?6#Z)h!nW%mA%>J^TUNTD@yU(kaL<%AS(PGXl2MT&w@E?m@A%MzJ(q_mtIBO+7xkn z)55K(6LTdWYCrZZxSe&#^FxZ|hZEa+K;7i^S3wd8|3=*2bmP{h6Wc%)Yc-o+Mfx0; z*^`@0Xf6y@8O88 zi*ikGgUvr@!O187`1`99+j`jkgZt~qsrcxvX-BV3bA_bhu+6%l60Q4Vv3m;EERvLa zIw||K(s`6r&?9e%*WEX#fm+?5!YMlJ;mf2yn?gg6Y`dy(8QgJ1b2>Osicf=Dy7gCc zPIIUqe5M~Adi2sZsT5GV9^^o1>ua@lG$LG5qG6ryzQZXp2h#toW}Ep9pI>{-LB;X3 z(289>$0UCoTHCfV9VJKUtd;YQHoLY>XWO=%lxVjfT03kTgh2(u!s|27ny-|Y71j^- zz}6~|EM#N|lxNrE&fIkrT;k{|@8L9yI=gMnq02`L9)!C74!3Rc0T14w6gtOlP3v8& zD_xlfPBj}YW^GFqomUmx{ZCEwSiI?pE#MIolwx5`?#&ywHi1%;_G8fC5J{{uw~tzug9W61)D^#_!wAm(I>6_R+ut^s-CUZPPW6G*SKX52troM4?NDL^GLdGgQKUhfY z4-XeD29*ZISxi^n& z%Sl3sfmOLTuiV;%reW{ZSDO~uHu&e9R@;^;d>c^@ZAlHzJ-zJOG~XOhvfeHp-BNzc zvtWnBWe#CoWSDHR#55?zP+gvCDW|jmKvN5 zwe%LWnCdxpS2omjx5N*y+s!tjg#XoTIawfI^?V53@G<=Cww?kZnX1~73y_k3_6@L0 zp)J){m!|n{)twy`ZPvK)*TEmFe&B6A8BC_@P z%^mC3fd+W6ss|e%_)GByC_>%9>1U(yGQn%2xvOu29HWMkW0u{T=DSvRc10dIzABRU z82edmahzVW!_(C|xg;stY$M1LXbxC?O;Qik#gh~z6XubXTieQ%;q`v3c21g zkm}Ez33hkdwp3%3)K;8(`pYHo$ljh)_76dBe|do|xv^&^$bmSW4k>fjrbWA1aPrMH zbaOz$+$e$KoqKxPHINKsIsn|d5b2RO zTn%nrh;2*7pf5rqpAvep zxAV->xTQC@PL+5F8VCHgIV8z@?U89=ow{p|h!w|7%Iy z*&A8UT>aep|MS;{*Nc;;3H&qJ`>$-*PotL9y#FsEmkEN#xU)UHW^TJ;l$)7)>yT0J zhtPuRCU8TdJwfABRf*!ax3P@e+*?~)Z!w*F{qtCv$Fp_)hTj%m&Zz(B2N_1;^<4RI zTGV0PwQbQAmu?-B>iYm5A3eCZ^zpVmd%OP$-dTEtgLCx`)|{K4d+$!rnf|Z(;J$^t zoZL3xfjC}I%@5O}9=wdbygF=)Vq)X=4F@0%{`}S@Qg>gU-xj;9Cb4t-h9l7jHrw96 z!GBWb`MXP!?m}VpEuiTFsYyY9b+`VCj{3U2q3-uW>kQ{Z!cQ}vTR&E*kkR#2C_fwZ zTxHFFv1|3*61$#DTPwbdk2k+;^zGL~B=>9bPLGm$6?tWqXs*YPwkxem6(7zm6#8S8 zC+$8dtK{#B&93i*l3H4hK4i*!|MOU$$FYU-&og8_Bg}V}_E#yZ0UmcLAYA z;JFs52?1;>R~Q2owM35zw&ZO~-NR|d&J)P zbxgT#9_zWxjEt%ze}?USEYKb)F7fZtTsesEC#~c;8Pe|ZbybLjqT*hyh@~8$p+y;| z%`z>0?~J1Fn=T2rzroA-@~U~6v(WPQ@vJ2qr|RE(2^j@boOyb}nNp7skmH4R@y~?y zJ8vJK`Qo(yS^0yp_KjvLOTt;D6=y1{tpCrMe4+U^Ji;gFqS|wFvC%%RJZC3R+h3a7_vMRU&os5m|FX=QP_ib%I&96|qkNu!f+dc+Q>o|z zg!?r`v%|HotqWZvs~rX!wD5@7DCF1VeBCC<)BU>n_R>3Fg)^KF&DxrL_ExFLB#Yw< zFPB#CuUHO=y0#@(*2J!j{HlI2RI6vg1)d;S-=^nR&5qgoYJTtN2Zg>z#MZJkQM>Q) zpES{1pHN;~&FN!p3!YvzRau(#HtXst`A1r!ZXOX^h3>IPD<)ozdRS-_Q}g#z^7`wu z!Rcp1-rI=nWsFWnd!MuRMhqtaC+M3;(&F=K6J>jv3lW>$IsM#s7 zc0$PF-Fx&bZco@y@HS#cnNEzg`;NNyly}RoKMh+i9uvRkGNk3_93*vpo!PqB>=Sxc4oSImb5W7-mt zb+NiJU)}D9YW4JNC{W$QX=Zfj(AGnjkM7#Ba{22xwz-n)=R3?66k8|Def^x^I(uWI zlEVULm^rz_VWnrx?x-DQYe5bb+Q((ar=k^E+zitMDhF zGQ1*9`=Rd!L7}j9qVv=qU)fssb7_9w(MR9E|41-bSrbzozw_92`~AzgU-+{kMWxpD zePQcrSA(1gib`cp?eIgM?DmqI`(9nFm0n{8(iyhSR{Q$B@O6cfy9#;c&Qq&JbHJ)e zF-s3|aB4#W@t9|UOpoS;ucx{G!K5V6dUrc46Hn`2j z8F%H=ov(MdGA7Kuwb}1&?OZFp={Jsk`1Re4VNEdS{GQF-rVLB{-e%8Tb$L_xN`pQj zo5rc&$)=Kw#d50eeto;evO)Xp&8gq^Y0K_k@3HT>?6yr)%AmCdlUL-e>zlUZr)Hkt zw1s_sWh!_YN%q!){k!gbeY=%2LHO2Y&bPI~zq}5-{!%7Y`tUZq?BLY!&4`~J@b^~K z(nB5$voFl^)d1C)GK)$Rqh?=Nuy}HG?#O_b9VQEF zbDc`N-h(3RM$5MxC(t-nLh$tKi(fDD>)8GIcXiDMX`ycm_P%$FSDdNmY%l%&=_P1$ zgVR&PHe-eDigR(GwG)#B_8Hw{*{-NKhsFO|?ar^aU#G=R{jg5e*Mq70!T~vxA97zx zj~eQ%citYSja1{mbaZ~}==|D|x%vXbs!y=~n%VoAtK#djp6$F3F8buAeE8fucY=>| zdEq*5rs@D_hJ)+%w^gkXy;FDh0%)$e3TU1M1SPPrj!bVq(T=2|}%8%d6&zY%QJ>5T7 zFSX#h{{mi+>hqwwtL?N=oZI8yZLS*N#$($Ok%bGz7FwAXPwfh8VVhU&Rq=Q(sN}o2 z>FL+g`_BpW8i!9?+L)^O@VWGE#h-TCGn)#P%M&8Od3}wdW@_e&)Rptx)&?cEv^<}8 z=^AK8?$W{jvyWGoluY+qzVS|}dalQfpQK%3LYM#Q9zpyCa-~eq9Op zedWThD+lbRehA$lDD-V*%j5?aq|JS=F6KUa@EJJmgsp3tpZ}&!<=f>QJ;(HaG)~oq zx;$jv!mxDsz-2z_h0tI%UHv}QXq#*?*8$sZu`2th@G%Hmz@QWc*v6P`jno$!0klB%C8FSFZ2D!fxuKYZ@pJE3Iyzu$c`(i+Qet^^e%Et|Vl zRh(DGv`6iH^=jVgkS*>)pi=5OFF4)LivF2zwaab=$FA4v7g|yho_hWGd92Q3+4Y5I zcWurCaY1V_6g8*54$uyt`)IdUE7(lXe902$Y`h{he#Pp->eve)r*qPGa@t>GSoD)!t#|zTVgh)~qOb z>|gcUci*O@Bs_#gS?lWn?(kTn%&A9FYI#i10hP@pzOAlF0`fw%~T+e`t$g3ake0h32u)cK1Yfz01^~B5j z{c{YR4jr2M;UqZKa9v+0wytXNXHc0@QTB?#uI%yJ@?)MKv>DtyR!yJZv{8v=@BZWL zyA=~3S~V2B?e%10UL6L`vc2vrquQgkzRK-f9U^gDAZ%@m`9U|Eh^=8eVryP4)3-l= z(V}fbmTbgUP=b~2SKMG1=TBSMdw+)mI&JW z$41JVpLb0Zd)Qh?axFW(B|`fy@0ut`;jFSWOE&B3s_Cy+he#+cY`^;%G`VZ+*OY9M zw|h;zozGhvA*lzCoA35)$do;><=f*+XPu4b|L`u$N@?-ce)uNoq=$}g_8Q;SdMh@1 zxy}|m6n=263#4Qk!OaZJOz}X{MV} zRckWeBB(IJ9 zdSknnt2A=yR`vMS_Ei$UL{+a+w-VN?=Fj);GIgH1?T zZB6Ksb3Y&@L{HeE*$K)jYofGmN{?Ol4c*AIdDWBMQzR4zS4U$-K&9LOJN%ZTh zJ#V17Txn^xZ1(k4yNafADJ#8+a^J8NR3Qq<%yR#6cS%y%_uA(V?d@*#a;&~481h|&+3|rf>x!Y7}X_jpE)m6n?!dDt79hw}O37s~)7-hSl?x$n8-QLd- zhsVC=SogJh*P@@@XHTqxWHjZVRo6C#txaAX<$htVJ&UwE$jtI%p6v2pS57fsSs{D< zcFO@!UQugtea*4xYiZ=;*q@s+APKHx%A(RWuB*?j1qFE5h74K9so;FJ;b+PFRY@1? z?o|Hh=Py$}G^>>5?5|(@^ET;cMr?+Jmy6d~t824Lb4*{Km{t1Zkzh zaZUU_^RRP^8SU(DoaKnVCaClJPc6^PwacA*aw5UGOjS8JGjjQ@O?_)q=ib;Pw2v!~ zUl}}}Ex~g-s{dV4=KidVKmGjQjGRE#sN1q1yVhhX8*NO6xw@}(mF(*)R@XXZUmxk4 z3LS1rHaO$)_fvD>O>a=qA}tuUMp)yTWyy34mgL0FPEknvA#F*>n&7n&%fmMMt%=}_ zXO(Uj3|j+gec1eYq9$7S?o0lIb=H~Ahq@qn?9BRnsn-UFnqXngb#0~CnyT_sTB2?) zKN3Sh^@vNvhOmk`y)Tu&o<4u}^O|?RIJXEU9tI~+muc6R+m@cbv{ex#0BHg6z7CPT zw$gNsur#zpR>_IbwlOvDzx(Cs^0?`rKn;kt7Fkdx-L3fY*iWOgRWJTc0yUnFLmE$3 z*H)IT`6bg2PUFdQZ)_BTOel44njNBZOyBhD?|kJ$eIV!0?f7!|Y4yg{j`gh|69f~% zCMXAiO{lWJpe5?&QepM_$mK{->-)h4$?t_>qTQt;51%rrg{=YAXKqWfpIiCogo7i^ zRAy=H+^pTJ?q69QA|Y;)6V3@>wMH~Y#vx+8kYCgO>5N&%LFbcmuSWj;ce`Ul9H?y2 zSNeE~^|?vQS1oX>&uz(-)xm4Szjj)$4v`Q{+zZ)$YQfpJOnl|nRre0pT<2eKmg9Bk zq4Vb7jE(&7dy8*<{ls?-#NDdO#Vf;~N3Hi;8#mXn@SngPIXB39Pa&JKV{5~|p5{O1 z^zkeEg_M-Ey`X5zbNltKx^R~F?@;5-@sJePGo`L{-QQJu^?N{t!?)G2&h7D?d*`f- zw|jN!Z~0$_TRj`%L2fr!UcdN+N$a|)>Bhf9!R?Q;9xubwch27Tb+xg@Ir*OTO}!wc zb6EJ#ep+T;`}3TI{7U-)-jphsr?Fez)bw=^wSXrxuDN?uOM$Z(qgS z4xM{w18AIW+iK(U@v5LTqi0Wch8|sG9((`m-|d2l+d-a>bBQ~?r@J=$-kCgDn%{MG zXW8ni*SA2)<;L1`Z^A$}ClnX1UX^rl^5Nb4{+lVi2?M#j|HL1w#=K`cK^1w&hGC+jnb&66bU`%-O?bcFy(2S|Put=jVQ`-CkFDdjI7g;4=B?E1sg#pK(`z z-afQlG7(ypOKOU~j?uohGjxry$0hlu-p`@)4tQ0h&nd}hF1;JQRy5%bOWgkdW}q6{ z{{D?#j~UOFZkJnRzBv&RZ5>nEO4sqOKDRp(R2xfQo5`yUZmq9z=eV*s+b{gxFUBok zyM7+ab8GwfJh`?vTPkb~EV*txw>2qr_Xe-lkD-UVO4E*df#;MIrS@OBqF;ZpG7b{w zNuW4aSAO{E^QvXn_n*?gxpE??NZH)2s_eZoVtUlZS9e)fhio}MkyYo#)Q_Nrpd}g2 zg@M7LF12f}$KJ0Op4iF@%I(#HFP|r@+p=>5G|e?ksViOi_tm9eS6O*p@*fL7=;m-^ zy^x>Pk7Levmn2z|k2WmztuO!FqG*JEY)^r-c(Ty}

    l2AgI9)$hDt$uYc6mGL!1xJZuZKj4Om`RrzP%(Bp6A}zpsLRhk{#gMu+N36ZeBc zon`y^&3inLCf(V(b3=UW4RAgepD57we(CvN-=^}o}z9e<6 zmG?E1(3extS)A;&z)(ZoUr+17xm`O9)Z{fXYPtUZYj>&jSx}J;>L?foX8#J2Nz`hr{Y`tmmSA+Y%o<5JPm)r^VJh=V0TTxQ~@9Q&HBYsyW zLfemun!2xpqQm~yfk%<_kMC+wzYDVd!37!Ce5+j-B>Nx4L~Pbu6A8+1{3k0S_4b~V z1r_d!iD$hmcJJWxEY~!7{k=X!G1DYF_F~JDV`nF_KogyF_2tl5LwzgG&+FtH(w>Ny z88!U?CH!YUe_LEy=NbHd%Snz$psA&_CECV8GmrVrm)Qy`?o8I2ni(}M6D<^ynf3H- zzSXY0O#kSo!Wqs@>qI|-CUo}vOMl@OtNF^iEUSejR{PPLBwo+>wk7MGFYUOt>ktR0 zo@hX_vdW7nK~O8Y)kUt?)MS!N*`+p?RP9I4rGG2Vd~DDkYizmT-bz8CDQi16cblp# zo3Dr#1P_U+I7?1i z$mh8@`Zbrb%8Kah92w7m?Mi-4&iC!Io!rEal?j^sWVtnAL7pqP85%o7{qf6;uXepX z3vyjSy^qdRx1_lfk8Qgq+UvP`<3zzNYdb(Ks{Av26E4P9{Vn{x&N|b$32gh{o->8J zdfvuXef8@F83<~JOP-$4Q|cjgH!56$T_|RvC~RV&_xZ#Vr~Nmt%dG>C&AbXb0vemS zwBOJDSKRyOKR}hd=eQOm=NuXV9mzBa0yqyuMcU&y{~W)E8IRDoVNw zeObGIgS60>we}mOCtWW{%D=Nb{QVUU&R=0iK*K{jc}~W(FZsAO=wcg-`qpbVz!IJX z26a0oUTp0yEo|QRRlLl(Y2R1%Z_Y;F?;AhqEf)H+wgWPswv^{&5J+=r>&MdOeOr&Y zd0YU6-r=KG`D@*-pFLVG4q2}=YPlEua@RF19kOt zjwb&J?)WUEcTHC0t6gu&h73@3_fo?(JG}eaI?=VVCqNZFeE)$LyY{s{QBavt{W4;j z#knwx8ykc`bBEa$UWad8Z413#56bcE=h9ulgRlqRGFxQlwJ^^w`^vrhVZ!!XmU&-A z`>uYlQ?Rn!n=sCF@oXEf?YFMxh031O5_Pk=u~rD|+XQVn<>SoqC11IB ze@s|?%QEb1y3H?x0!^*6LOBKZ3Lt2x&h8&GK_@d&Ky9 z&ArmkW^!+WL8VN;yUen6m7nfRe{-dS{dWkcInsY=dD&L~tKOeNwR$QZ{0W7u$j>>N z{H)@E@VdH0bGe)#>*GuIJvQ{6o|+*q9`OE32m5TO)+J?IJ+FS98n)8lQR8c71(?Kn^2wZ@m5#%m95xi^HNJR*9J8I4jK^HAlTov z{o@PA|8{may4gVkXCFEK)@+oE3VFY!mmS=8Jhpht^4eVguj1!Hu4RDi+?br8Ehl@N zd449?#{65>_r6%m#mea0hi}SyeDK~B@Q~Bvz^cppzAf8z>M|&RZp;RUEoi;);i@ld ze5%8ifttuiA5ZPs5Tn;D$RD;0+;EWU51RRHtI^fj2SHvucxnoGJRYw}86=gNzRk|Qwf)+b^lYymkh&aV z*PqJ}yMBLs@yxrY%KHJP6JKg#I`Ir#TZOFMnVk+Gt3exjI^8waX0BMfa-Prnpo_P?Q}@e$ig{uKn8`H$0{UO<iBZTOMfS>{wOWjVM$(f-EAjM{=W zb~k$2r7traGdcD?J!RH?og5#CBjuJF@@_TcU2Djj;{$ahcx%a3p&K*U%)m+bc=F6= zE6(5jF{xJSWkMpTmw7pm>v911Ge8ZexqX^_u|HmV_r4bs zgQbt48EsKBUj2O!jM73+ z8#lNgRZm{J@qm}f1|g7r`U;m*Uo6ivd?v{rwg{Xzg(fTvS>(Ld<*O$1>X0pru)`Y7C?!D?(kf=uT>2uwJFxcJZ7oqZhlnn4 zc`!L4`R|G@eXEoIz-u(J13`UIW~065?8IvYPJ%|)II06dnQp?RZoaMJq38E|xmFAR zI}iu)X-P)yZyoQ->RhIXT2Q!7Zus~+O!T+=&&Idv;7qQzV9R{xT>H|OOG34JST_7s z0cY}q-RmMsu9shDYxt}7@VWGF#)xGGW~-w>JhxKnR7i2J-(E^@PJSdaZyfS+xXkkag zbtTyw37|0s**|O2Ey~wsFdvvS>BHyVzYIJJXV2>70@X!~Ihvrlh{?;_^2)TL4Bgbw zL=}eluS1fRK{D#Hdny+mP%26g^aKs(Fde%-^{s)FIG2tRBsLkBcF1H2uKd1pO;BQt z#s{rMTfTz3NgvK?Rh6&J5I&#>wvXk^=?yVG(#~vU6Ty)=tKpI>-`4Ic?BCV}CCV^Y zbY5tTRe3nK@X|r|+6kv(wQgw|F~4>LMTgLbz0-p7??qT_$WsAN!Ldx)Rk)&bvEA>S zsa%gG4(!@^=xx#EEua;fa&0SPC#_#)AauZP;)l<@cUejjf6iN;&)KRBPx>U{RJhbYbthHD9J*0QEl^%$h*) z$hcInXRF{9{=%tT%8Wl;Dv!)gP-e_w(YA@b_1xz1X?wdHz6{z2IlK&7o>qI!e#oq( z?Fg=GeH~V^B(G&jUd^Jc?FgARU|hqZZR2;XlHq(-&l<2heGdreO)m`G|4G%_ROo=; zgo3h-Y70u5HkLL0+HwP&RE2xquz-dN`05O67BPeVa?QpoT&*cE5A2?4Ba5e5Z2T(nXm5R z)|_`XyNx;-=BZ>ZTFonVGxTZHEaxNf&`*_SX0Y-P$B`3(^Wot3*JDf z&j_lD)DrgaeDit<3TIFi1`7G(QJk+__JnHPn$PMM)&w1C`uERupD)9D3(HMH5H~vK z*K>nn0^HwWTq-1!t!lB&s~|oI4%oM7XToFWVH z*j@e72NACw=3dz1)q1gZo`MIs5n#2&Fa62ArH5YFy>>M@AA%kbror&-x&O+o87OtCpzS@1Ja`;LuB| zx&Hmyw)t=6LG{nu`M>Kn=>LuUF9>e3|MvcCe(jfky;tngLmBqxIUq&yvGUsd+}}6< z3fAr0c>UkP?)B>fvn!h>-jxUE{w?)dckhSnw%?mvH??cqU(il2@YZC#9edx*j`#!8 zbo-yc^m}tS%{Kl}1{YG_ra#JGb@cv~uKk@ys|(o^ACK#~v14 zeEBtgQ}E)yIe$SreSdquHotl;KWpuMmS=C-A47C;<}J;xs@4xkfi{3MTQ>*@7wqQ^B>kiI~oEl&6hrG7G zdUbV(1m}au258=>`+HN8GlAJ+BO@qlm@|6IEGxVw$qA{K7$Ef$v&B`mfc!PlOAq}J zOJMehhAz+FTPk-zs33_Glse*=+D<>QDJTN*KtuJM8mbRMybr9L+92$GpfjBjw#tG3 z7|VoJi~h0}B=Li^RT>3I~Z-&(FYl~M|zo--q;NGsSOalB#I zBF_V7%qD=trRQ;yKg-;kY>;%%+LGJZ)TjssJC9!jt-IwWauAJbAb_RKM;w7nbTTSOgXIpGGopV#_ z5^R2ZeLH9op!sT%{ob8|LSo$@7ql*U9sk^HqvigeprMY$jUJ$(j-aliJH@)K_>-n` zDXY{}8-mwuiFJ$0sqbB~=jG}0$zO91Z{|xc>xY;i-@KXc=$UsD!Ig(|(5~Y<%lfM> zZ3C^RDC-AJ$9UYZ4XelsQ{MIR^!MWQIaA#DIA42$x+cz>z8p505pTXm9b7D#sw|y1 zC);-A>9^}Zt6081IkQ<9R9ii`aAw_3&!cy27=Nw%ond^4X)hGuZ+QrH$!tE`x>Y(C7@n@LKv-Nk4 zt^L5+jo0&~#q(Q*ufG1!5_R*qQ78mn_;@_>Vd1svyZOI99j?fnf81y@+uX=zQ0XW; zN%70{!WV7No}B@YQeImCs@qkTvdzurT{ZtR$c%_)h#9<54+}3{mCgV4$=O8C#Co&l z+?!KCMo3S}e{B=HCRoU9DY$qQnzYnpsdui|)z@pHF1Dm32JhOS37!y$ub<>BJZV)D z=c;w@clE0&bMFp0bl!ZMu~F=_jqyqHrEeeU-^`pX2=>NVkC#EyZ!OhZ>m7Szsot9) z*eI*6cThOXuJ=v+^|{%txsWlMv?W{Cdgn%e-I6!8>)YwH zhcBnYrw?~rnH^H&-CDytGYkYi?}R?OhEY|0v$D z=-ZIH6uf$AV`bHOU#+%C|47Kl{!LH^tj;YhopE|=D$M37YrS=&r-yCR(}@NRPTx1x ziRM&4xX|1$>UGz%kFJnW@oaGaLHV=lmy0o9D-*9nIslTIv9E)6Ut3zbmizqYm>XM# z?p1)-nZMz^9u>;dy)LN~JhZeLG_+J^d?~hVtW(F)me_vc$%(3I)wYez%ZUVeS4e9xKgI{UhlcD)@NGC_Su zK~3M+L9@eZAAn9#3Fn<12Cl0vE#z%;nY?{@xA~o|i+VY_!PYAo=@oVrX4Un9Mu#O6 zFM_&t#z9@zmWr+Q){YXN=i~K5>&A~&APG)6x4$d@s);@wkZb|Nrm!`})5>^VjFE|NrZ^eEpw)_Vs_S@Bjbp`TuXX@9+En zy0q!f`u+d^9e-~B@8RCZ^*`VC|NnY@|L?!~^*`U*|NHS-zW(Q5`+pzb|Nr&-{=Xl$ z=l}n7{Qm#D@&Er^zyI%>e*I7T{eK_d*SFvPqy7Ki-}nFhKELqq<^QY!-pni_3=9k$ z3>}lT!=|oXY&wUTfgwtYfq|ESfuSNtzqq6_C$(6wA~)x5WNiLy1ChVl9pCwwczHuR zuDGo-$(*gVmB0E$w=mDflw`JLUcX*HUoUX!*`+0~-HjG;-M;>O-s9KZxi5BzX?MLB zli*H2nGvY|&Z*2+?WB@-!OZg6H(TF3jwSD`j@_NI+@di2Q z%?H&mC)FbE7mvQm8Q~^JbTwoiAH)81$JoVr5tT2dF?%0_x^e>%PV`FRy!J$e0RSxXHv+- zXP5KNoOyC4M_Dsy&yk|u4xioE3%`dg(weXOu6JL}|IIgQ{@;?XlbZeL_nwWhKNi-1 zWizXtTxsz*v}?7Quygrc6UpE?oUQ9U_FZ5-=zaEZ>jR&uK}|(*3X@l5-w=z*Z|l?+ zt1_Pb{@U`Yb(!CoUaWIFANM!)c-Xf%hRfyi8SVP}OV1a0No||2q%mQef_i43=HB4G z`t-Lxyh}c(Ub}g+c5A-oIy{>9re)1OT2e(lz`;=)&ZUhyB> z4oOD7`ek%mqu~yFL-o!xi#9D;t?l)xDbe`PUP<-jEypam<0h(~Tz2i*&YS~9g>^@! zDtylC=DK9mT*~L~lD_4lrA^x0fGF1Ylfxb!PkWp2*v{gaMtMn_`l8Q&TuS7=UcP!! za&E`D#c`qM{aw_ztddh$m4EYfVSPwqL)ia%&gQ?5J{7hr{f>MV%V|@6>Gd4-?S7MU zS1-QTDExi;FD(~qyENW~O(MJfCS6+TVBEER@2NP=a{^xfPZf2KAzHhT{YF2M~Wv`{$%k{I3>Y2*{CUI0gpgxfx`9w z7V89U^paUb`^sj!8Dz06=E+;0xvE}4yrJtUE01O0VS}y%AN-c@PW3q`;WqIXvrH40 zDBF{uoOZW;>Wo#Fo=v^OkiOGA_kiN}B^nk_=AFXFa2#%Jd*; zCEJ2S0cVX@2-KXZ_9^6<6*7tGrnGCo0;R9a&$w$k4jJ?@PBvmPIwWASl6~88mQw*v z4#5($dcWMPd$#twW&Y>;OHRh4X5;Pdue%N~FffQQF)(m5FfhayrREgt>w(C*lf3ho z40#;Z3#G>UtUSVGxaP(N=ML^2ozEA~JTfu)$d_-uHx4Ld2zvjYH&1sxzsZ6!nc~|^ zbB-AtiMbhOx|U&6wr0Y-!bK5Urrr*^3r!|m_;~)Xl;MWAFcG@0{nlGHdSoHE;ebH~p~e%;&EP6BfC<7U+DL zxWuQsY|47Od3X0M`MfkaX-mcZ7ymzBSRrEjbN^g}rJa|qyK<`KZ}^E;Ug#63Dg)9n-tF@IccKyup`1Wpb zgObc@;_4&5F;2?OWe5-->C>k3NEV!ZPlmnsPcYQ%0Xkvo5G(v{bDtk(t`zG~&I zIP`~qZys~)DV>rth23F0)kMt~3rf$cJG{&}Iwa)N>-OItTcerYc_kU`^q!$Ivv!N> z(xgj=m}(c~1&9YfYhiyd({|NK+l6W$xII6-iH%)&w={D{?~he|>vlivSz|Jx%k<-% z1Kq7ioPoOT}f5ltNUYgpit?Re=$Zt@yMt+5J zil)}n=qE9Ua=w`zjGCk|VX4OJm|vUxmNc9e64YnQ?BD!ya(&fO`}Wv7Z^L(*o_F7| zR`J1?*N?bSJvqD0sYRNRf#Etc1A{OF14FcPeqKpxUP*jNWkG6jEGUhwoqXQ!umR7p z_@%E(vy3eY9A4}7XumnY-Et&$@w53!`6c=Nw>Nn$*vLE8d-1Vv-;4jKuHK%^a>gp% zHmuTFM84JGYQyA+Hja79r5=7l|Ci0}2-;f2{-|zejeu4KlRxWMsh?F_8>8OorkRC8oe>Ugzcx#V^_qLw-~> zOzCOM(H7q8aXfR;W~P@JjHgdarSIY?%@ujE;9H-!R}bfsV{8p`bloo=6*c)dA@R?> zvv~;G`g<1IjP+n5@f#v9i zGxDFy=d1sXma61m`1gJFwe?FUAM@w!cxb!co-x3ikx7IB(Yj!F^i67HU|`tDz`!8D zfB+4QAa+WAazIgjL9u>fK>;XW(RI&r6xRa91rHMggCIx)6gM!gXJBA}>rT!uO2ww# z*S max_value: max_value = value @@ -69,9 +69,9 @@ def expectimax(current_game_turn, game_turn_type): value, _, nodes_developed = expectimax(random_tile_next_game_turn, ExpectimaxType.MAX) value *= .9 if random_tile_board_index % 2 == 0 else .1 - current_game_turn.set_beta(min(current_game_turn.beta(), value)) - current_game_turn.set_nodes(nodes_developed) + current_game_turn.set_nodes(nodes_developed) + current_game_turn.set_beta(min(current_game_turn.beta(), value)) min_eval = min(min_eval, value) if current_game_turn.beta() <= current_game_turn.alpha(): diff --git a/Main.py b/Main.py index ab716db..4cc06b3 100644 --- a/Main.py +++ b/Main.py @@ -1,31 +1,45 @@ from enum import Enum -from Algorithms.Expectimax.Expectimax import expectimax -from Algorithms.Genetic.GeneticAlgorithm import find_best_weights, write_statistics_to_excel_file, \ - prepare_game +from Algorithms.Expectimax.Expectimax import expectimax, heuristic_state_value +from Algorithms.Genetic.GeneticAlgorithm import find_best_weights, prepare_game, \ + write_statistics_to_excel_file from Game_and_Graphics import screen from Menu import game_over_screen from Models.State import State from Models.board import Board from Models.game_turn import GameTurn -from Utils.Constants import ExpectimaxType -from Utils.Helpers import find_quit_event +from Utils.Constants import ExpectimaxType, TRANSPOSITION_TABLE_JSON_FILEPATH, BOARD_SIZE, \ + ZOBRIST_TABLE_JSON_FILEPATH, TILES_OPTIONS +from Utils.Helpers import get_data_from_json_file, write_data_to_json_file, find_quit_event from screens.start_screen import start_screen -def play_game(alg, depth, is_alpha_beta, is_transposition_table, weights=None): - """The function plays the game_state using the Expectimax Algorithm with the given parameters and the - weights. In the end, it writes the statistics to the Statistics File. - :return The "game_state over" screen, or (True, 0) if the player exits the program in some way.""" +def play_game(alg, depth, is_alpha_beta, is_transposition_table, weights=None, + transposition_table=None, zobrist_hash_table=None, tile_indexes=None): + """The function plays the game_state using the Expectimax Algorithm with the given parameters + and the weights. In the end, it writes the statistics to the Statistics File. :return The + "game_state over" screen, or (True, 0) if the player exits the program in some way.""" def handle_quit_game(): + if is_transposition_table: + write_data_to_json_file(TRANSPOSITION_TABLE_JSON_FILEPATH, transposition_table) + return True, 0 - def handle_game_end(game_turn, alg): + def handle_game_end(game_turn): write_statistics_to_excel_file(game_turn) + if is_transposition_table: + write_data_to_json_file(TRANSPOSITION_TABLE_JSON_FILEPATH, transposition_table) + return game_over_screen(game_turn, screenshot=True if alg == 2 else False) + def get_direction_from_transition_table(board): + board_hash_value = calc_board_hash_value(board, tile_indexes, zobrist_hash_table) + direction_from_transposition_table = transposition_table.get(board_hash_value) + + return direction_from_transposition_table, board_hash_value + best = False # TODO: Convert to the Weights model if weights is not None: @@ -41,13 +55,24 @@ def play_game(alg, depth, is_alpha_beta, is_transposition_table, weights=None): current_game_turn = GameTurn(state=game_state, alpha=float('-inf'), beta=float('inf')) # TODO: Create Parameters Model - # TODO: Remove transposition table!!!! while True: if find_quit_event(): return handle_quit_game() - _, next_direction, nodes_developed = expectimax(current_game_turn, ExpectimaxType.MAX) + if not is_transposition_table: + _, next_direction, nodes_developed = expectimax(current_game_turn, ExpectimaxType.MAX) + else: + direction_from_transposition_table, board_hash_value = \ + get_direction_from_transition_table(current_game_turn.state().board()) + + if direction_from_transposition_table: + next_direction = direction_from_transposition_table + nodes_developed = current_game_turn.nodes() + else: + _, next_direction, nodes_developed = expectimax(current_game_turn, + ExpectimaxType.MAX) + transposition_table[board_hash_value] = next_direction next_board = current_game_turn.state().get_swipe_direction_boards_dict()[next_direction] next_game_turn = GameTurn(game_turn=current_game_turn, @@ -55,25 +80,34 @@ def play_game(alg, depth, is_alpha_beta, is_transposition_table, weights=None): nodes=nodes_developed)) if next_game_turn.is_lose(): - return handle_game_end(current_game_turn, alg) + return handle_game_end(current_game_turn) current_game_turn.set_state(next_game_turn.state()) - current_game_turn.draw_board(best) current_game_turn.add_new_tile() current_game_turn.draw_board(best) -def play_algorithm(alg, depth, alpha_beta, transposition_table, weights=None, iterations=None, - generation_size=None): +def prepare_parameters_and_play(alg, depth, alpha_beta, is_transposition_table, weights=None, + iterations=None, generation_size=None): """The function finds the is_best weights with the Genetic Algorithm if it's score not the Expectimax Algorithm, else uses the weights that were given. :return The play_game function with the rights parameters.""" - best_weights = find_best_weights(depth, alpha_beta, transposition_table, iterations, + best_weights = find_best_weights(depth, alpha_beta, is_transposition_table, iterations, generation_size) if alg == 1 else weights - return play_game(alg, depth, alpha_beta, transposition_table, weights=best_weights) + if is_transposition_table: + transposition_table = get_data_from_json_file(TRANSPOSITION_TABLE_JSON_FILEPATH) + zobrist_hash_table = get_data_from_json_file(ZOBRIST_TABLE_JSON_FILEPATH) + tile_indexes = dict(map(lambda power_of_two: (2 ** power_of_two, power_of_two), + range(TILES_OPTIONS))) + + return play_game(alg, depth, alpha_beta, is_transposition_table, weights=best_weights, + transposition_table=transposition_table, zobrist_hash_table= + zobrist_hash_table, tile_indexes=tile_indexes) + + return play_game(alg, depth, alpha_beta, is_transposition_table, weights=best_weights) def main(screen): @@ -92,13 +126,14 @@ def main(screen): stop = True else: if parameters[1] == 2: - is_start_again = play_algorithm(*parameters) if len(parameters) == 6 \ - else play_algorithm(parameters[1], parameters[2][1], parameters[2][2], - parameters[2][3]) + is_start_again = prepare_parameters_and_play(*parameters) if len(parameters) == 6 \ + else prepare_parameters_and_play(parameters[1], parameters[2][1], + parameters[2][2], parameters[2][3]) else: - is_start_again = play_algorithm(parameters[1], parameters[2][1], parameters[2][2], - parameters[2][3], iterations=parameters[2][4], - generation_size=parameters[2][5]) + is_start_again = prepare_parameters_and_play(parameters[1], parameters[2][1], + parameters[2][2], parameters[2][3], + iterations=parameters[2][4], + generation_size=parameters[2][5]) if is_start_again[0]: stop = True @@ -109,12 +144,13 @@ def main(screen): def __play_in_dev_mode(): - DEPTH = 2 + DEPTH = 3 parameters = (False, 2, (False, DEPTH, True, True)) _, depth, is_alpha_beta, is_transposition_table = parameters[2] while True: - is_start_again = play_algorithm(parameters[1], depth, is_alpha_beta, is_transposition_table) + is_start_again = prepare_parameters_and_play(parameters[1], depth, is_alpha_beta, + is_transposition_table) if is_start_again[0]: return @@ -127,10 +163,11 @@ def __play_in_test_mode(): board.update_cell(0, 2, 4) board.update_cell(0, 3, 4) print(board) - [print(direction_board) for direction_board in board.get_swipe_direction_boards_dict()] + state = State(board=board) + print(heuristic_state_value(state)) -class Play_Mode(Enum): +class PlayMode(Enum): PROD = 0 DEV = 1 TEST = 2 @@ -138,19 +175,34 @@ class Play_Mode(Enum): def play_in_mode(screen, mode): match mode: - case Play_Mode.PROD: + case PlayMode.PROD: return main(screen) - case Play_Mode.DEV: + case PlayMode.DEV: return __play_in_dev_mode() - case Play_Mode.TEST: + case PlayMode.TEST: return __play_in_test_mode() return main(screen) +def calc_board_hash_value(board, tile_indexes, zobrist_hash_table): + hash_value = 0 + + for i in range(BOARD_SIZE): + for j in range(BOARD_SIZE): + tile_value = board[i][j].value + + if tile_value != 0: + tile_index_in_zobrist_table = tile_indexes.get(tile_value, -1) + hash_value ^= zobrist_hash_table[i][j][tile_index_in_zobrist_table] + + return hash_value + + if __name__ == '__main__': # main(screen) # __play_in_dev_mode() - play_in_mode(screen, Play_Mode.DEV) + + play_in_mode(screen, PlayMode.DEV) # quit() diff --git a/Models/board.py b/Models/board.py index 69f0483..b8806f9 100644 --- a/Models/board.py +++ b/Models/board.py @@ -145,6 +145,9 @@ class Board: return dict(zip(swipe_directions, swipe_direction_boards)) + def get_string_representation(self): + return ",".join(list(map(lambda tile: str(tile.value), flatmap(self.__board)))) + def __can_merge(self): """The function checks if the item can be merged to some direction. :return True if it can, else False.""" diff --git a/Models/game_turn.py b/Models/game_turn.py index cd5cf43..bb221f9 100644 --- a/Models/game_turn.py +++ b/Models/game_turn.py @@ -18,6 +18,9 @@ class GameTurn: self.__beta = beta self.__watched_boards = watched_boards + def get_string_representation(self): + return self.__state.get_board_object().get_string_representation() + def is_terminal_node(self): return self.__state.is_terminal_node() diff --git a/Pictures/Screenshot.jpeg b/Pictures/Screenshot.jpeg index 8fdbfac6ca12a5f4837c7474b68977c4e8380b4c..ec2a51091382b6ab7f545882efa3c51f00e654e2 100644 GIT binary patch literal 31284 zcmex=$<%PwSRFvdYWaQ-KK!z}~va+(XvGZ|o z@X3h?ipY@+{vTiv|EDQ{cwTw*63@n1ILW+itY{G$w>`H|qMvW5}awt1(JSZA; z@q>zSQc)8pmzcPOq?D?fx`w8fiK&^ng{76Vi>sTvho@I?NN8AiL}XNQN@`kqMrKxV zNoiSmMP*fUOKV$uM`zch$y26In?7UatVN5LEM2yI#mZHiHgDOwZTpU$yAB;ba`f2o z6DLnyx_ss8wd*%--g@}x@sp>|p1*kc>f@)+U%r0({^RE_kiQrin8CgR5fG1|`Ad+2 ziIItgg_(sNL#Nz~4os{_Ry;>bO1x z-CnojgUE)r(JzBC^6x7IG%GF}B}LyxDj{c_Ukc>5KJ~?X&!E z^}Rnd>+AideX`wUSJp}#uV3ZW{#_ggEOW$UlhL%ZXiocxj(fjPJS^%lx$-c`jo5 zba{>#3q!o@)lL3M+VAIDeY+fZ`R!J2?v8i4dW#|#%rc%jQG#g=e}N-ggZiR<`hS<$ zXX}PtkK6rW`=Ot?585u?lJ3o192pfZW6)w2qVXhO;rTW;&X3XcBL6N~9o_!z>9n;U z&0bw>`&gKfZ+E^we)5y!P#0Z4c>mVv|(lO8)T`>-VaD43Sg& zp<4WyS1fYvrQZ(IzTKVrQAH;)?U=h;*kk1#3;3>e{n_@xyxY$5$NeMM?n!^x-*1y% zzv@nVM#6uFmcESbEJ1HS+pJp5wd7NE_|p1ATmEjUf1&!={*TV%{|rxNG5r45_2c)q z>JR2`4VTm;T-YivfA7aUf8Imszq9WCn5nl&;h=)=Ma~=B&jtVR!C&Kf*t(dK_~($o%TM=h3qEXQZd9mZs^s7p&?jyfBCP+CGCH^&b{LmOuVF z`n=f5M;y<#d)_iEUvuA!WfPCk##O5mc=`^yJ6>pD{N?Fdms?}^WAaDk2mD9FKV0uv zzg}&_rd<)GzFL`QF3gzCex_UfY3>?Xug5m&%3Xg|+`=7RIcxJYS$8o+X<4uC(A8bK zYu7vrg;ws9I(?#o4kwfR85r+epY$jC@4`Bn3hBew%f;>~UoJhH;CAS;|K)dLWtE1X z+BH0Si%+UF_chGnV)*(>`|14~)sOb~?^AhoPpkddtPfWnZ*05yc1q+y{%NsGc>k>x zne$e*_|m5RnflUom#p-U?)CQnQJVTFvc_t{f!tfC4`-GOCJRkJ(#EF#>|EvJr3|(C zt~HGR8MyVoo&3+RAiw87!-t;!{|pmXb9??>v_HerCO&gPY{jA%aeF^Sold)@y6Ehl z9l?_E>IFF;`*tqizj#Xf(EgnGp7MHb8}aPahd-6$1z+pD%vRRO-|Vs=e|qMFZIMpR z$2@J`9{ibp@IM2?Ka-lM4?jM>`L%^luh~0WZR3j5-?|r0{;YoL21|3((b^r)8tmO( ztZ(0+lHW03=#TbCC;oOj@*>*0vXW88xrFRzy=~Q}iMAZ7K{#yZt`!8E?-#?lbHCKjoUjAIjNlvgBAlZhaGO zbkLyb-MROk(=y5nd!BMlJYl)&pX%SK`?z1HK50LE-O6SC$;tkEC)%qfov>$Jz*m1< zu;PHG&72f6TtN*Y3L8hhfHeVaTyg#4SF8tRf99xr393H}}W@4P{c(&Zc**G1XoQhmLZ<=>2D zZ>^Xo>1DkB%nm*dx98kF<>%#I{x*I+PvOVx-^xEWAO1D>$n{&Td-s0p&o*h*=!g-!7Sg_dPZ&Tg>uJ<6Hqt-%iJ` zIt$%*bNy9cz(1!xi~r^(|E@UA4IkCp)_>V6_n+Zp##Xg?W=GF)e7gUHU5D*~=Npl- z)pmx>N9tMkC;j#I+<$f9-m70;n{8-%ce{WweST8z-6k%TJ@vb^*Z%nV@%mwV_H|ok z$EN#TF_rH1Rh_83S#y_))8gX1#KU3=^}DVf|C4b2(T}UYWwZaOUf8nxwZ}cjT)2&;JncpP}8##Y%1NM|s~ZUAF_Xk8Zl+lO_I^>%~!({IH&(KuzW7g}CAF*pHie80HEQxh6-RFO&D^+(xb$%rOAC9Z`KQy-YY`GoJm>I|3 z^~lmR`uCN+(-ex5w)aM`CEhOHaD3ghFH8P2H08YrH>+d(Xx@?5v&3rJLJ@&UhI<^^ zb!<0l%7>aTetO=pUgyjEThVU&ujnnx`eokVJZ6`-KWb3lV8zG&Z%P3B?7Ca~bT0f;smZ#W_`&6H^l!VlV)Ilt2P^ED zb6Pp4U%rO-6{D=D#rh3lLSH43EL7cR`HDI4lo7HvMJ(So+0Q`<7kjmNF=5 z?`5mJY+JU6=kOO3#-GQ3YgKGM{Ey?u<3&Fv9~J-4kZ@`3;+>JpKc!61tWa_N85r3Y z+3=uz{r3M14_EwS`Ok3S^M8gZv+w^ij_0g9C&zZFPNgR9QjOxenE2=$aVl?Brsb{F zFg*0mATpvfa2~(t*Xw@_!w;SR#sA~{e+FjV{XgXzZ1W%PKW5+dpFyy+yI1+(KIMOx z_io>AZgljUc1PJU$&hU+y^c?(B*=V@tlt{mZR7Z$zwy@nP8-AeZ@gjGyc2o;d3kTK z`M9`d-J0cEM~bYk`Zv{Ye&1{-^kdTdxDU^kufKce?#FFeETPJ{eOlm*W}#1Z>PUmDBd`8PU7E7amxd*XZ@PirNP|) zW95hIhw6n(X8Y!bR%`J3GvP1ef3EwwP& z`E351g6NeyCeF9Muk*%!?=j!9{|o~E6n~gM{JM9}Kf~)vmy-6Dd6!Mnl&=in=AYn&kcL0S*Clg6Y&&X;xX~hV#`Xd6%UIT^9tCqzqE=5iVCoXN-&g({#^Y#=!ekx z2m6oBHu>QD_39L%TSr$#JW5L4TyJeUyDlfW_ema!mf5mm&O^r+$M)S@uljexe}*TwYm)yn z#C`bB@X{rO@qzpYU-_SW75D$`UGtyei)QxQSwCj~<6QioLGirwe}?N@=l^Tft=;S( zC;mJ6Pi%f$J%8K$#W6V_^|r}Ln+1Q4c41SQf1{^i|67^QTdvRgcTk=~NLu-0{E@O} z-n%EgT(o4ds_=yGGXEKbWme7iJwEr)p5jMKpFThCf9uSPZI^d$njIXgc5%uR*Gz6f zmF_nV)8c=K)^)#>s+~7^X;fxa>8|LTHxEsSKGMuBld&+=eFFm*!=JzZ8Jb#N72T^T z?>ai;XH?xp7LT0|#L_3sUwOw~F?##_ZE_nIyqx9V{)h8ntft9cy;Iz#(}RVq&nWkX zD<+q6SUeEA-|qG7Kf{9sVL?&?uL-)k|DnY7k`r6v1to5I z7mBnl*v(~h(D>8_No&6fmgha;7pDH4UApXch4HuJ+b`|W|Gm0eU;Loxnv6S2TVBuD z*I?+sv~FeqqpJwTnEm*FhHdlT{C&hP_+yfP$2|6pxn9*B6HR^X^uHdR=(J|z`j1bY znikJ#aIm!aw4SH#(tieNJGqwu6~#fDx9%3}Q0y!{YZqvf#l|#gP0x-04B6`U_Pb^* z;6FQG_|<;d{TXkgj$QK=diUuZyBf#ZoU?m-cZc>O z=FL^uCGmLfnuhsBOXmGtf8mw}^XKxz{~37ejQ?GTvzGeL(6L~D)4ihAc57Ee&q!z! zsC%Q?xLeX9MB?O0WtHnM?3-)!m;4AnxU0P7%L(>xxvi^iD|s;I2iPUu?M(8tTQckR zq6T~W{Tb(Pb|1A9{K$L0qfYMS_Ne{sODCL_-Mc`)G@*FzZ1yuR>|3X+@bA5>-n#wA z&yV-rw@3+ooVHQ!;L|s|w)A;7-j;sSb8`N1(_iJT40V|`razQFhCk--+P}4Qg{il< z_Dtq`ud8

  • ;o*|Jm!tgXG2w6STkhANVJ6$wu;_uK8gp(ft#bzx>d#DEPE_(V6Pa zLJ{+x%(}Ix!CrTtWc|rY74`p)bJTxX6aLCqB!K-n|J&!O#o51IUlpI1)+wK6w%Nhs z;RF|DmHGn{+aJcKR(MBW{^R^x=k}{vsV8$+BetE%)xBWJO5+K9{F3Z1 z<6Y{m#_4=yZ?a?0u2cDN^gqK5)96Uu7UQ3qdKW$)>;1HA)11|UC*H>`b!Dj8`kU`h z#E-_0%26L}_xGCqXL#$eCU@<8D3zm5*Hy zTK@F$(rVe_{epj-S60Ly3XeKA@!?wMBik=-Qn4zX{_AAq487v!R>_kV77Q2I8|n_% zi|(oYs2=z+CeHNw{;ffWq{Ft!CpXFK?3`ZyYe~%WjMwv~zWC3uP5#g9{GR&P_vHU- zbZ!36kS5RYWBuXla(W;4_dRO5ek4wRfAq>V3kx1yGSv&^Wa)Y4_CUB{^||8ytOfj? z`yb4*|0MHq|KIA!{|qmJu3wKAGF|-eeEUA7k4ziFFPH3|y~O^liqGM%Oxs^52sRmM zFn>P%kMr|VwWS|FdH)RAc-f@8drI=no0Ig<3vI1yyQH;h&Z@>QB3l?gpMSgjLwwMW z=?`zq)*lvFb5G&o)a!4KHqG8$_GHoIV_%gOWYUZIcC4TE$M(0=pS&Nn4_EwQRh?7l zohg5FZFKPEl;5eF8e3gi8p^&%U)^!wg<<^SkO20>`#1h)IPjlAEbBjmz=IzPAD`Af zZ5)XxzDQk~@y)5LiH2N7A=lvaz3y&EY#}@{=GKf$CSNJ!*`Q!h{RxkSf58u-6 z*vT`tRbH|ySXDgt@$dUfbN@3O(tK3^OGE1T->>Tb8Dv-Nh3_{e{TF9D|gzhC+PvyPoB65BfQSUswpi~kAw3;$=h=y1*c z{Yv{EZ_7#o%f#Fz|1)qb@BGj3VnMe2_bc=Nl=c5`wekPY;L05FpJCsU{|t|}-n{5~ zBXUr_UpylV5W;_tb83{?D*EOHAm1;K_|I@)r~Qvrr!Un%zPbOt z{fW?1pA98$eORq=EK2$9rZ@9hqq+T-JS@AmYrnnG@o)PU?Ts5`3vS6_6${!#vn{0$5KpWlD% z|Ez=NzZIy?3$4-sg-`QucEiyF}vvGc7*a-oEyz?5VC&%o&qO6AGd>_3?Ke_XWj#iBPl{jopv|1&6UJ^#0E z|G$Q*cf$EU#Q$^6p8xA_{a;4y9SaiiHSlA^58nSNmRJA!>;5k+>%Q&KZ{Gh&=gxnI z>#yrya7JGF;nsJpOJfZem&T$7T-Zk1^FKp>+JA_Kb>ZFJ z|7`a9U;NbnT`F$=Gm${o;&~n5F>BDcH5v}DMs{}7y6+G6|LMAJ|Mk~@hF?tKYp4EQ zKmAorzsP@v)9dHIC>IHIt$KcvRV2^>7nU~-bQNKIy`S|z!;`R`{~6X_|IctiXm{7c ze`pn@2xJ%?%{eeSs|K~b;{;$9Je;Kv+qErZBrFMdgw=U|^W@_rvSipn>^Rpq! zujNbrGaTPszpsA6>Zy+&{b%Uc5B^fK`0ugl%YU|t1jamHgsbHsdhd_;e};)s&;RX@ z|Igsy^xp_Mcuq|0R1=BrtC0Cr3On&we%}(3PPICD*Qdw4=W1 zKf@>O7*GQE&+vjX_9(n9BkCV^)#R<(^|w}2--u02XIxT~@{2$Cjn>new~wt?zZd`G zIoUt5V1M>+*$v5`jxF5w?)W}#DVA#9?ML+4?)WJ7$2J&RoSC>w|L>Pm?5|@@{3adS ztVXad|9ADY?)E}MC`DV*~-k4WXb&E@N&#qC66ie8x5-OR)V8mxsHQy`#=J%Lg z)vM3*pH;Tu7TnPw{BKPgW5YM=#^W2mF5pjG)TJRoW|XbC|JurKzCqJ}hR_XLrmTA~ z`HqsI+z$2SBD>x#&t9BqZZ-9BZX1hEZNxX`J9GGt?JN0cdF89?e}CDZ>i zIGf(QvNb({OJmW5L(o)1QYsNm_ua7P%DQWpj+iaUz z{o{4&c2e87wVk`AsXjw?;U_`S!W+rgzpN>^k>NLcb>JAKx2 zm1V0R{!RDpKePYxvo8DhA5PgVN#Q!ZKI4OXM|+pa?-lRfCV3_uI@LU-G@Dw`xpB@j6*@`wK*z-K<@skp0TJ3vJ$LP(ewON-BCn=w{c)jebq)4D^ zq1*{j5~HM`68V}N>~|@*?()jGgPCFlQtrq67ksrlwBhYO#R{`Wi9A(r7(0)p^j@rg zzbwE$>f?LKyYUtKANkCxI^Fs^{>Iy8`Dv!S+skY}L|pfObiUvyDNLUDDQnDU)rJx@U5va%oB8)Kp8Bs%F3Sa)0NSo?gCd&xb#kj1O#- z?qIZkbs|B6KY52twS3e!DF%&2U2L!dsOGAxNC5jf)Kcf2b~{R`a|bbU6e&=VeE36_ za$vj17Vizu91Z+u7rrWfeK!00l$w|y&Bcl3`t4sVZB|Z5diJ#L(d)HA)cdPjv7jIp36>WqSoa~c-{QC6xSe@~< z4|OvY#im`#+dZ)=Prl+m!vS~Zzl*=D_-A$V_RC*-jj5RueH=WUQhf(l*43RpXfK$f zJ}Fx|dUvGC!+Ww$CTY)YCj7Y;-m~St_zl;bnn2aZi#K!F{61)|EO|`g@zxTRb!$$f zudfmR&oHSz{Xavj>VJj{XUj?-|7T!Xv&Ta}VPE>re}@cDt=gX{7x(8s!+G1g#q$c| z4n~}fa@B3>(pU*A`WPSF^8Zt9{`>h)uAL!Y=KuJX|NZfczMMarLBwIN|&DIJr@&aG)-v! zmet#C$IO2Cw7*q#>$V+N)EZvJCEk|VoRA_v{ppKr??-R9t=F3?b77a+Y(ch&D~Zh| zJhkrjYb)=5n_8Q>%5KiL%aT`5X|zl4;-0cIx?khHA2K#Ahs$16U%hndh z&6E5cWxV9^>D2u{=bO*aU!AP+DA}$qeNoj->)h`zpH=MbeR{R`#LmrgAIx-Qyzrps z>&kWSO?}f|sqC0lee>Uwgg5SS$PfT}S2B zLY1dQXZ$}bc>Aw7CL&9C&Ae@0cfJ|xl*&kV2RvKx#p~AJ-#79bzWD!eGl}lr>le}$ z*-*KuE@Gm@_?LQI~edH*hOq_kGkVHb%4@t&Orb zXZ_on{lQNvmj8>b`Oo0IV^Np(bvqAO8a~l{SWdn0 z#5Nv-*dlK8%UTS7vah`q3>6F%(OPkUA%XFwH@GDRug+$zSk%Sv70s`)M+^Qlpf||C z8586=?IU0FTmEV6znb@c)_(?1-9qbA#U?X<&Y1tM`ues&hknlg46T-r>VN*b_@CkZ zoB4n8cAanC$9T;~_Yvn;UZ-b=B9?5;aA>@9k5%^$+1h1$^lsi+Z#yHsK;oFlukdVFlQ-{LivKh4 zZ}DEwUlDiTd+#JkwcfkkPM&cQ6R$AezqE@>W69mS$6$pih^{b0G>k)S)&JSf{`>h) zYs`9a@jsPS^A|sre`m7S{*1<=uIIJ_YtM65O#6KJy3dCdv+ns+ZrFGrr<{G`8Y``Z zmcf&z#Lk?WW%Byq8Q*uyaOjeg6F-wPDw=e>U!GrgxKwS2w%H;+ZXb!S*= zNb5W)xl?Pqe{Rv0aNn5Htc_16U--P?rW!wQ@GU2+wd>v|=O2t(IMVPVr;bg69ua)<%-8;VK zKf|HZ7xq8D9Q2=If98LNqu1yCI2_y@@lo{J;+#oKg5KOxVK6wvYI)H1XiA`KO={G~ zr}GXUOqIwHx$EV5cXie~kwDj?c{3=jS>@DM*QkGV{kOWj=K3$s?9O|^Gnbq{bL2lm z@x4|584k_)X#eLwL&krG@8A6Yna90#6&LL{{So~@Hu=y!h4}$j^m0_Yyu(^JWKZYm zweRY)3yzx#=@7uHj-RW#G#2m^=xgEX1AxU*J6Ex93*y=9pG1PXCf7h+lg%qX^vbRk z35*Z{B^O+nlw<@;`RFuS--;Ej?;frFJ6`|FPdUy14AbN7FTB%O)b;iJBwXD;khope zqAm^Q>vd>7E78Mf%?JGJS4hmDSo(f)yh!~kf8=hd_R*vN8RX)Yzxe6?yI0@;GndAq zo#$OZr4BZ%joP_7h}z`4cIw~t(_ih}yXv1_KmWzLOJmXA;wRv;9om)$$2Jn1A4g$W zDc(>b>mPFQ>5fewWuMKIx??1<@NS!R$h(KfZ5l6cEwTU5{`&qG>sR$Z{xke%kXc#m zp;JC3oc%uoN8R5449@$O|7Ym`&+ze-{X_oi`(Kn_`Oon2Kf^yu?^`Z9=RS2k_|JeU z?*2#d*Z04Czvln5|Ict-;fSNlKp{~7u~LzJk7+b(fB^Il^e z|387h)&JUS{r@w_|7UnSrT&oo`uYp+SN>;s{GZ`ZQGceuX6sYh&Hou%?Bo73EW985 zpW*m_h96JmQT?!(`ffvQ(@oirYT-KLL)&Ie`Bl@OzV_~oW2y?rg$-C96d&fRstcW( zwV_8}Jtfm?$}8__T5rBpX`kM|x%B=osjvFK-~MO#vCAHX_vF_-`JemQN^9K(|LpIw zb?f@{{>|O;e{Flc|NXB2r`M0dS^Mxm!|V@=K;=PPAs=|8UjI>l;G#Xdf1AhtXIQvC=s&~0`~Mlb z7o+oESJXfIBQc0v-4~CNGg(t78Mc%MUT56s{cYxdhUaVMf4{g+Cur&0rIk1DZ?-$H zJx@2`<)?t6u=}&Let$1F&sd|s<@|pJ+m!zd`+DUw=l`oZ`JbUy>iJgwpFj3JEC2ks z{)Oa!h6e%v8H~%i4*mA|&+z%0|L+$U;f61|V*mWn?-|9zRv~&5GY%23YxnclXa4Q{ zcXUl$r28|O<2*eJ=I~W0&znEBNM$3ujmUXSo0TKf|LH=RjqU+4BDk_4EHTbgf(eR>u5u9nXjV44Vw+pZu}@ zv+b;|k8@t%|6-g~|NZBGh99epQMCWNc(~sD!QtP^l7HrR{bw+~xnjK}s*#JWzW?R9 zHUICwdeC@2*mV1mW%h(cUD`W7`$wR3T5nw!MIMsex-RpN&k~V9R}Wa*8@>8r+B5&a z{7)Ry|Lx=d*R=Ju=o8Q?t_d#tzkaCyBD&6}{P*s!?q#umN?)97>e5)x@eAJ~Q|43B zYgM&Nm#j6s|K9lPe+K2(oAiH*2mWW^e|4x!W1aI=P;&q)e!0i+KZ6|qe}-89Poih8 z`#$Xd@uB|LtNID+PT9ZvYMcCPzU7?%40|tpng8!r)ygK=W7ih@KT1_t)TQNyt2u=l80#a}tA9}c)1>;JVSV#|h6QVjlK0=e zzsh>k`^W3uN<;!(E8H)@T!4+13%Hx98NF6Dv+qAc<^1(Ow9TFV0eGnB7fA9VV-kn}ATV=dpQJ3~1y9St(HCE5cn_ao$MA$WB_3@(~o zZhtr2@~?yF7K5v++-Di)N}LyVo3k@jWoDzRXCcqF&nCuh7f&o_jVRKxI=XD`%uSiA z7a+Nai1fNrcfqV@kF2XJ=0z?^SkYm0#y>%GX+f@PnY(LwSv}XD;KDrB2{&#VN`87e z)AVJ*|mE% z?~v4%60`VvVA&BG+BDUsCbdd=$~+8p^E8RP zcd#_OXVI?idgkn+BeG}LsQhPOK2iLONn1Yh;#Xd!Q12UNY`@p>h3;$HHcxD;#b+;F z<$3eW`NLu+%*wxVeo>b;^AcFBlbcXiMPVJ9Uw56rc-?Z*GPU#exW@0ZZ-P27C+#=? zXIMAsKf{Z(o%wy+%6`>#FNlnCQ*L5ba$CHCQF|q51XShU`G32-|1&I{buI6M(499g z7IhtgCp)q;!53~xai0%U$_3mc)-d^0ZG1id$iJzrODiS^*Lq1jFP&zo!V#Pxaq_st z+WDLZOZoch?!Ek$7IdP|?$x}VcJr=e#((Io&*0zi(?0X$?eF`2KK=~9xZ}#KC6Db~ zQy2f+YFFwtM>bTWc=z7$uM6ED@ffmhox`B2I%R&~^)LUnp1AJ*xI=&1SM?pG)x}f0 zGY-Tjzkh#k=c!M|>@_Z1Hoi`Mb)({S!J;nho;R@K-DcsgOF`SCye`ZB`)nWo$!@pO ze};*r@*n=K(OA^=#5Q1k#1GCzM;?8So5^fte)EA!?LEdKd#1&o*Q>9u{-M&fkENq; zZK0xl%;R6-%clefA6fmycfR@2sZYK2CiUOStl9O?UHmbBr`4A_m7UF=JNoXOyA>?7 ze#+WsxfUvuIG;3MmI;}s{iA#7kM={GUQV})Jrr}I>)^qlPK|>no?E=KYumN5Ch@^~ z?pHxC1r93hn9$vs*kZuve|GQYX_l{heudZz|IuFh>Yvo~xXVhddWqd{nLHerDn3r0 zQ~G#9)yJ;)E4ki@%4n^$&D&j7AIs0z8Y80h@M?_qvMo>NzAaz2?)Ke(wf%w&lN*eD ztJfdCYjpjPRNVaBsvTFicGji-Q)Tqd{iX5x-POZ?M>V)|pg`4!yU5l<@KPWa}~d;ZE-`@dOF4jc`5x?1(E42m&lOYTYhXXt1D&#-R!Pp&tM|Gf{s zX20_D%=5qR@_YVgc)M(^NMOuy3(#ch?uY(-`}Tfo+U}jFs6A)do9A|qFYV<%TqnQz z!lOdQ%(ThxPyO}y!n|RVIy&&j0qw|GXafVY{E3xYUv^ZtcoI;oChM z|2q76J^f?&pPpIme{1YNulvvNa8u*M7Uk7mPySV`IN<0n_5RZPkNU=|9!_`FTc!QM z^1eXD@etpnj5Vqrxeq5Skc-IuVWBel_1mtp-H%@DMmtYBl`R>T7U0Zewz}`}KKrG4 z`#Wqb7u~a)FXJa+DC{Yd(0lWF;W^Jguk@u}l!gDYel^Wg>a0v%M#V9fl|6HQeLR=F ztYF>4z(cDhzuH|TQ?k6R=cU$^7_n*7u2<#%Ew#DUrLlg#-3m&Jy7kPPKKLJr=6o{i z*tK`pJT1!G19~NQo>#FqeLp4C%}*)o`Pq9$muun^MK^wQncmlTM&a{&mODM^63Km6 zZ~PJ3^ig4N)6aR&e{&qyTJ?8HW%cL(3^w0O&s82Rt;aRK8MglLTcOv7?}=}}^ggA{ zb8&gng-PMlR7x4Xe_36;$7R}bM^}+BS9tperHa3%eew_Ie+Grl`qvNsGrZ7_neqO6 z`K!J+yMMgCIG0rOki1cFedH-?*&i}CD*^+jJ#-ZbSG)#mELJ*~E?JtlW$H5Pzt8ISKdCKq{m-EE z%KqWsh(K4-6IBc2?tYN^srF&-*}jL*ZpTc!{qHnm^Ut>Rf@|x!Dw_T?9Ije*|Av7| z?YyL3z!4;0kgv*gK!WVCPaQ~d3&3F6Jzn*Ik?z}Ajc(yOhwr}UJ zN&GKk?EC+eS3hdlw(;;cUt8&d4ztMfNymTHTYXUu=4}a{Yx&tyTlMyp4_XgD>s%_y zxW4$!W477l_paT3_s4Jl!~YE3HOh$(vSXDa_H=mvK4_z#^+`L;P1z!dpC#-+L;KhH z?d4WS_ehyo72V&dBrG;3Ip@K1-VMn;-`6v)ozI#z?U#O+&Q|XwQy(_Y*mZ<4d8%^H z1nXbdOpGm;b9iZ;I`!>E>Ej()Q?5pBd2W{(d(&3B{L-x|xu+lbz8{`8E6nuEw)AP1 zVwcZtGkW;#+fTpCm*;6e_j>nFv*NVRN8i0IRW;%hrOV6eZAH=*k|mN~#;B&xN>Yy6 zzB_GtNJ+uD_+a*yzpt`_s+M26zIAszsE#^o*8$3R+RHv1|5IWAx77YbxG{2DX}89I zhTT`b_P?rmR{Za~^QHRVnX6qz!VS-XVqWyce+I7q3{QAV|1-qP|JJ%bCp`MWdZ8OH zcGX<_9vHLRX7|C)ke&p-CspBf(P1JRxq{2W(r3;ITp7*v&^Pw3#6GS63=<~@{AXC- z{;%|Qjo!{klgPE3KOZ)<_|K5qaQqc-LDbbN<-4|Cz2i8|a%pIO3ld8n)CAf%##`W&pe!~lV%q3^6K(ai{9O@F0=flv1pI; z3)sLWpIn#5`t9~+w#i6KBEz#|!cjV4JC}bnnh@wJstju+V9=lHnd(m{#sB(Y|BLJT zn()a#g#S4T{b#s-@IS+au$_kY-@U&od$auG^~F|P8jJQQzrg6tA`h%;%_n*Q3KZ9tf4bmXW>Uis}W7k_V-Sl04E59zVOcPrtCp@P# zd-vzhT8}|v!qbEPGweSPT78OQNZ5*X^>2CHKi6^p>0AG%NB&ct{-0AjuGhavy|VxP z=l={JLy}Q+hpy82ci~9A`Gfr@>^B+IpZu|(kok*$I}82+&HXC;J8|$ogZiWY3};rO zxWUcz{x8W={ojB7GyDmSTGS79PxEhO_CNDMt8LdIE092PTxeF8{T4&{vp@7d@eh#W z11r2;c3;_YQ@uHS-r2CERskW-LvubHzW!zP*W!os|1_lkXIQ`NKf{HfbrrAvGlb1q zzpC)XuKOoGedZCB5>;5aI__`$^cm-WxSGoUlFa+h@O~O-lpnO@KJY)o!fEgS{mlQT zx9gPl*?*Ugl*gCUpLqN&`~3U*XGQfNy0YxQ7~TEPa9{U7!_kZX890_L{?Fj7d;jmJ z`+s6frv(08+VO7Ri~kH0s!gAN-~ZXto{%LPFgt8#eg1v_=bZU}lxFq+<=I~U{dE1u zlKMlMEB-TFI9>jqp=SGk2JzTbk^0Oe>-D?rpU9o9{QLgTIsboxzV83pqWAxPy8p*6 z`-dV|>R+Vp{?D*4`aeVWx=mg7TQZ9wCuJX4c`d+{5 z|H-~NuD<#|gYjgvaOp?&(d#vf`rqofmwtEu(|mKi{oel!Gf#rHMxZ#`9obW**8<(Y zO;g_Wd+|TVH`nLi`_FLZvpw&R?B8ie-|f5oBzMa3?WgX}VJM!{A9eXZLkmy+h2Z}T zs{a{&YwiAU`=3K`{q@uJFSKKA8BW&!JJtWg z;rL%x`%m%z88)rE)MdZ5F!uUCX8BLtr++T}&(P@opJ9^4ek3)Eku6-kWl=xehNe&d zGV31%{bzX6hu>9;e}{|St$$$npFv^I{#o%qME3tw?nZUGJ(3G|dujZ;dbB+L2T%P8 z{ekkt%6Xh0*8F-lRrgNRk!fC&XZ+dPv%wcIn); z7c0NHi|GaV>CgQ73RE!tXW)AG{$E?>e}?x5Avv+Ny!=0dv&nyk?+^Ynd@Q|xG4AZ* zo3*F^^u=cf{{$zQ2lfwR?}Aoo+5i1v|0h=d!@75%5u^G4{>cB++x<&pOSS&a`U%xh z^Ur{iJtGlTxPonHzIEka`uF{xE%<+gm)CzW_W#dN$N!%}-2IRC?)|?cm;Yzj&ko92 z|GISLPQQzPB6n^1XK<=NP=9FmZqR^K{qGO;pqz;8yz(!B8Q_>H7>|c>6+v#`qpRir) z{|uaM8~!t(24V@S``*7;bn(r;r~e$^X4M=2zW;N+WuU9*jf9dqq_K#rYt|!1!n3ZQ ze7ygj`s;u0cc1QmH{~yQsmv2=SnCv{mAJ0P_&>u0p8pJAzuf=D6>7Ef!})&>#{U_v zU#@?l8Fl*aCD7pL;j{l4I{p9M`^&eiOJlvtXD6h#CAx`x{tvhRX?XUZVf{2vOLbS( zGdt<}6MXrE7pKe6Q)Wh3JyH{T{j!Je+t#1{ zYEig9{aM+TK-XHqBe3=yHoE4it4MexyE}Y3Wo^_cc&{gHZOuIEzmGtD*L%_bUix4D z1D>SWfvr&t64QEq*#0NO`Tq>@zW*5(EDc^gpXWcr6K4CrwdVhtrmoq4SF7syR~wuA zKc@U=c>DgstBgfmpZrZgI&tAA|BwS|T{2o2UN-&DP_y#&KbOS+46Oo-y0jZ^;4(?u z9;x3E)|&nYWhUcSp4^YDKl_8*rN7msXS<4oUz7olkmG3LvY!hHbS<4gMsm|GKQvFa zw)!n=-n2VT;g-HP&($7Zn&~xV)k!C=H>b8{1T@cePwDB7&Yr!Kr)=A&a}QG1WJEl^ z&NNe}$W_@@%cMy2ur`lCEywzp5BJ;Oe6g705EZ%P_ow|qwhV8y&-@Af&!DWf@IOO5 z|DV^JMH?%!0;kMd`=%gav&Ey=rv&0&MSnMb*yXu2Vxik4cZ<-#Nxmi9{;^$q+F?CA z!t)>dgy&ya!sZ{kYbg8*v#U0#Wez%}#?HAMe zvD2^*oE2_8-PNk$|2=4z^@dXIE6acX_;j+)E)mqB1`nl(qBe?FUOnGd|A}$_zkRd+ zGdOx(i+?xOHu={)x%@v~_20g~C^ZRmtyG^S64d9Xy=3c$Cz%S_oo5>Axz-u~xE?3Y z8ZB~b$+kPEmSzP1=&ODE+@obZPq*ZYqaN%ZSFB$B(Sv)b)(Qqr5eB=qowF_W{NAzf zocWHRda28@O~1C5y6Ju2e(&Vs=v&Tn`?qe|y-Tu*t?>1Qy0rO)%kD=ntjwLG@yd-u zern0DrMEK6G@rUGpWCsw)p_Bov-Qe{O|sUl-XZ$JwJQE*gvXVL$}4pje`XZ_OTlvcV{L*|IHKDznR}P!aG2b5~8nt0o zuXk3_l|a{u_5{$d?a4o8{~0F8-2eLN{x7cU{xQc7=l^6p`=23R7c|9L@^xAEzn{U^ z|8yMw&%mYVDr!2#K4W(q&*SP=^~-8IlEp1G*4|uQ7M}c8C-2>{+y~`yd)c35ez!{f zyGwl9%|m@l5*mMohpxJ(HaTIQkC$JW+ul~k1+U((@c3|6YE9Sf#<-UH$?@KQ`^Ygx&u8#9{zWH~t{y)Lh?|;6| z{m)Qq{v#~*>y~Nd{`s0gFMFoi6d6YeXU%$|T(Vv#`RW4ZU!iQ3@83^3^?T{mspSd$ zc~{#E6K(|@KI9etJO28@lDX0Ma-&a7_P?C>ep5pK6B+U3#;|oZ_A6Xk5A?;9xjp~N zw7oQY;*ysc+fFg3D5aEqUo+SKNbs>U`iwI@etI=V+ON(VlTbE^R7Er4b-P+<~olu z-M=vMKLg6Z!oJz<`=s{kUwL@!@BEpd+Vh}2xf>3&_OF&ZP(8Wv$Mtjb)UD>N*#BY5D;vFq1ur?iIat+i zG7_ofjZr+K_NG=fwLH5vZ@XBy!JR`#8dZ$ggZuXMX=OdOlML~Z?4@&0?~um21azgOn}UTW_TUXaK4VEJ*CiO)|@ zoNQY*Cs<<{Z_JnZt>->vd{@0Yp$Fd_;5(@>e8Zmn_&4Paxxe5<^B8Ac_ccQ z^clFl`Ml$~%D+8!c=^b1>%%Z#-M7{8=bx0znO=Ca{!95)ok^y%EdE^h z*uxntY5Dc>oa?i$uQ4*4{vfRHMZ?F)sR`AF63m|!!Y5x>%jQ^l%rkOpS^1Mvm6zvu z@4DW!S6I}geadzNXtox$7WPAJ*@SKS&rkwdA@JdI{iERj4BPiRuUyonebVN_YBM8` z`~)`l{|pg(|GwJlpZK3a{@QAcy;=I{-=6l)@0uFA+q9Q| z6Wk|VGvB&gw(R-O(0no1l2FwaHt~~6sVKTKpWlO`YsKKY-*h3$FPp&R+Y5yo!Gmv zte(p%3o2Ni&wBC4c-hIc_2tE%tk*Hke;BvtU#QyjWzm__{xf9l(n<}zbEZoD(#EZG z)1ogWwHx04Ri3~8NBE^ni)D7*m=nF%f3w`awf`ByKBu!Rd3|rLYR1>3Z1aM9ueA=g zPihS=-&SeAa_#B6Wrrl1j~sgVxncG3SJ_iHHpJXLo|hu{-r|m1VffZuv22d8K=nCG z9&VU%J0fx8j;mZZx&r;)z5VvH{(#<6E#G58)v|0;R~}rYGSMVDf`6v;GnO#>8`I7o z6>w?(o^$Ym+~IllhJGJv_w3J_^kk)A%Pme>Pvt+Fx1L^df8?Eh;)tU2d_Pb7h3kGz zom(TS(7NxnAHq9xN@DG@t5>XxofrGy$SOAj z_99#DdDqr0-g|Z3x<@=4&uUw>$u#&^Eq5*P7q-0ItG?;Rv*j&I{kE)je>Ck`TkGoB zjPHkDU1>fhE4{eiId+Sk{pFs>S*Kp69KRd8#@?p?XW&&suJ6Jn8tA`7dMsiiC+~om;c>*}HSIL^LlnwVI}g1iGeW zfx1tk9{X?Zq{~6|m%YQ%dpFzqV zh4*yDy7zDIq?dlLKWO-Cs{YGaQg7dcU(eLhdbP-4zX8K@mH!M;vFf4I4jWGWtf+47 zdCYF=T-SoyqD|{wFV8ftPv!G-+hW!H$l7<0quqNSo_eceSGQWOzrn;(sCmMn`q!+5 zuK68j4J|r~{Guwg1^s#bX76%z6$zi02MQTdinP#PtB42t+A>3D3N{NYo~N}}^eE>J zPtUxqrdh9!NB(Ev)b0QCY3F~2ec^vVM~O^3{;x9TKf`_Pf2Jod#$Eq)wD;Y<_dnG2 zuVnoE`)u0o74FrwvPXAJG*gf_V?3eq&F<^s)JFlz+~wTH{EvN#e}r4Q7G6GEX!6=? zOKQ6Am&@-=rpe7&wCLJ#@5)D^hEumRHp}&@S^Qxwo@9Me*;838%~IvN$t`W0IJgqu?DfK~PbcQ)Jw5NN#vngE>RHCR z8R-!>g1==|Rb_vlxkpu9FRlHo@>y+fWwA0#mG8>}T`PUJy*oD-+_@*eBQJWiCgj7s z#gA53bA0)^R>|z#(?8!5=N?Fw2!0v6R^;;LU4rNT*j?1yWBahWR_~if$}ICTT~5`? zB=-RRdaoB6izb(s!`fP)DI~_vtYc1q>cf~&TJxU)d5ve3=zQeW zurGI1KV1Fkub)i*&7X7EiUh{H6e3TzptI#c!%o*6FaAjWXCwb_*Ze2iVVjWGsjiM! z@B7bC0b0sgKJ7olu3+f)$qDZ;<~22-CnTT@G=;oE9Z|{F|L!$!<6nP%^M9)LzpKAk z&C*!3XYyH`hG{Hnu(U@Fs2Ql?xaDm9eXXkh3=<{lAA|5AUh~3x(GH>8VwrAy$Bu11smS} z>#+Av`FlN4+S#acBeZTctsy#zz% z;@^JzXYn2NYfSb}{QKf4Y96je^~iO_huz$-SF=yL9lmq3qh`>=X$LK2J{KGW^dFyOKYhy|ixii7%_PyZ#-&y8lJ$zCX9YJ5A)nKoeHKKj;6` z+cW>oulmnlYcHway!OxksO(zNqxH$J?td}5UzZCSVE)^`y8goH+Ml3lB=>K%_CJ5^ zd&$0e?VtHw)=_wj?T4DmpC0|wUZiYGxG1VYc56ZNU*DhI{}U^J^UHsR=dXS*kvq5j zQ=P`!jCI<-ksR3nrZ)OtTlD+0`#~FfUjAn|fAzbE?cDq)e*$k^j0yjSY|@Qi+yC-x zzdsu^1(tsKKg0ah?Iyun)hh@U3+J zvuW6d0nsmsM{W;Gch$YziQhX-L2f+Dfdqud%{#;`QYk$ z|OsEj4!=dZ}QnR{uj@^ z{|xu9{b!J}IUD}3*?j-^ultYfwBMu*cAxU%-}ch~8SM5;{AZZ?vLt*~<*fC8+4Ae( zzpn3BDn?LUV{QBegpYz^}_FO)5wf=>1^?!!?=sy`K zR>6!{_;>!;e}?nxkJ&$~iWPk}581?-tNt@wNc;Zp-}WCD|4x(#CxUNv=KpHz3<g6rziNE7^mRF8`Z9`G0=>N&c6<^cwP*{5oMIPiL1u{Lj!{svGY%>)H7u z z#y75y{~3_hAI+cnpJDg@kn*SVkH_`A&{)*<^DunD6Z!-Yh|h0_{Vbom;De6RHU2Xc zE`9kAH1uux0_XOX^8Kh=;CE=f2Q55DI=rvyX8f(6b<0nD^#8N#=fCzsSCQ~_H4~63 zUr?(L88dzk6$x~Z+l_pL(vEfVC`Tw2Vk|yEX$@8UXF%GjaYOq!$~w-tx^&Rqjr-GJ zdpDl*FT&Z-&{))9^BZ}OAIhOnW%@rpeYKslcu1UjBoY{c{m7OEy}+2gM4fHaAd8$Z zDN2w#m%ZFRtEV+LQAhl};Y0T;*XGO?wJA|cZSPUjmto8-!L6@<1cEnX9qd2_bftX;^FM`~n+mE7h&>-9EQC!z9LUe~^P zOTNi{xs-cTSW{!UrnO4gqTMP#3Lmj`S57(_{ktuA{>8#y*R9vS_|?~2q;N%dmRjOe z%TpV^DK|%*=MS5;XVE3g6^}n$eR|Ss5qNvZwM%=<*JVxQT(jlnl8!IMEx})O98BjV zYVLN8xwkYTsNdwtq|aqW8EbvR5C1whU4CZ$^0OlK_a9EF^*A9q-DR=HZqEqKtE~~A z9hdFd%B8Vr$pz4aB1Idzm#@y6RW>>M+gz`2+#Z`7F4-B?vakFm+MfH7``~tAj^yhJ zJbuP1dENgRYK2}%8 zmmclkeO|F5{4lpY`R$uvLDZV3t z?*71cqDYY)!;h+0ckWiSJu~aGT=Yq|nMXXP>Fk$N4fawARd+=KJ>VzLQIP2Q9X3uZ zInU`{$dcG~K;`&qxt)LfUq(cQcbb}CS=d(|nLNp%)r_%cPGQ&04|Bu=UOa#MZhl&- zPRHYSD_>83`POafe+G{0-x_}NPyRM%?*8g8=jEr?O80uM@-u!C7G?iB_<6|6gI9yv zt#@Coj}oa((|iqz5nZ&-jX_trl0vi)$QTiEhDz|uzs`q_xJUj^~wh2 zN4&k|w#BV&@7oTV?mu?`+FxZpzXg8o&dQheAK%=6KmUo=)AA(nVQ)82+26^ms-F?) zDtfL;F>daMsasClNgTiPM7Ht2-Xbfm z7xMOp?A+)5Uk|R?v%y>ZrdW^|zph6r`_5xU?lsrbKiYAqf5<(vX$3#G@-hE_qYeLD zt{Z>&bo|hyTeoAfgdIxt4c_)eZZP6M{ppM8(vM}g!>9Z8WyDJRb~Ni`864cjX193$ zwY?rz^TXym`?>ydb^XN8rVrcyU0m$dQ#)V#>elSr+pE8Swy0-$c`<9B+UCu3@>(`l zvabm6vzJN!xZeBY{m%1kYu_&1ysgXg8GA-ei)&1o#Mi&tC)VWat;useJLf&iDGt7N zmh`p0<&~?l%>z}BT)ubyyE6N;ylSq83%kCV%u(3;{K~hDJJYXy3|Jky+)q2V{NH}% zYkLGADL(48du6>lVp7D0O$(mNM#vP@wIt8_^j;$K;!8V~y&K!@f-DUCT@xhu4_mDF z{vg-+pMm38cVYR;Qxm-n_|5!J3$3tV`SmILOik!Yz4ec{&pI-4YX52YdW(Vi3)8N` zwR>!AmmmLCA7=ArmO;d?`(gjYAJ&@vsdI}J35@gn3SLEkdO*fHE{qM<+rq!?i(mQ4 zCip*t-oE;UcLH5SU(Z(o4Xc504W1M7Uj8AFL)Uwgb>5GoMEvG=J4?QY&y%0!Rw1Tb z$e{i=l82e`O*wOa^6R+6ah@O84_^;^_WFpq;g-U);uCWu5_UZi%U>44_~ZK83kN}M z1K5UQvP!H|cn%!e8@IALWq<;I@#XLkO3zL!Z4=V?S$pR^Wf zDYb@5Fz_(gY9HGF(63_tzxplpzkjR$XOLdE`C)!TX+L*GQ>}Br&JEKvb)y6n%5`__ zl6z(G)0d$N)Ix&!h-ptf(w68qqK}ccM6b6u2CuVzf7%|p&iZrvMNoKvuw4H-x9@dw zGj)zV`nb|z?=i;%f3({!zRgR!n&6RK`&wyI;rD{7`Cb<;)VQ0?=h!yS-j4Bm$Ap z4jG?gJpyd^#`@#aSH3|xWoX^&gK>P9P2UQ{ovkdI)F~;Otli-5xA;QW!|dWiajJVh ze7$U=rM7*tT#inGwCuq**^7C#3RnKVT2hb}@=;X7v~BA0pFc(Nx2%5c8~Ekvd1sq{&~Gm`0&HU=A56+FMN0%bUZCo(`~JuD|^}d zeYb0mTPJ4QetlzBc5+|l93}qZxZO)%TIn}!Dc`?K@pl zt;MCKY%jlVoBnC%;UBw?hX4ArRAPqCm8S~9*YEZh$9%0i|3_yp_rF?G{omi_|B0=9 z-(zZF+AkQJWp+}_RqyN~2WB3H;5ou~!X#EWKmIo7%-d71uEy`Is81K!{huM~=S=Dx zBq$g7vG@`1+15Mz{-x?V^-90A$@a#=f6rH~{?EWweB?jF=f8{pGu*#v z|KqNq+^en?T^$QU-58h|_`RY&$KyY23$&G+?9&60TgWgr1&sz!R}CGHcHKr?*A4R^ zezbxhHVt+tvSktN!;(#-jdoKG0%# z`G~cD-s3VS@XbTe68`4bqWkCmegEh1`T75|K9%$Gb%s-XE>i}|9-LieEUD&Cja|o66n6UJ@vc(C;l~I|H{Ab|I80_1Kd?z z8W0CNe(kz{?%(%+i3qW8JXx^obl{$CJ=-2l zICp~c>jB#ekw9Np-HF00E&urL54->D$<%PwSRFvdYWaQ-KK!z}~va+(XvGZ|o z@X3h?ipY@+{vTiv|EDQ{cwTw*63@n1ILW+itY{G$w>`H|qMvW5}awt1(JSZA; z@q>zSQc)8pmzcPOq?D?fx`w8fiK&^ng{76Vi>sTvho@I?NN8AiL}XNQN@`kqMrKxV zNoiSmMP*fUOKV$uM`zch$y26In?7UatVN5LEM2yI#mZHiHgDOwZTpU$yAB;ba`f2o z6DLnyx_ss8wd*%--g@}x@sp>|p1*kc>f@)+U%r0({^RE_kiQrin8CgR5fG1|`Ad+2 ziIItgg_(sNL#Nz~4os{_Ry;>bO1x z-CnojgUE)r(JzBC^6x7IG%GF}B}LyxDj{c_Ukc>5KJ~?X&!E z^}Rnd>+AideX`wUSJp}#uV3ZW{#_ggEOW$UlhL%ZXiocxj(fjPJS^%lx$-c`jo5 zba{>#3q!o@)lL3M+VAIDeY+fZ`R!J2?v8i4dW#|#%rc%jQG#g=e}N-ggZiR<`hS<$ zXX}PtkK6rW`=Ot?585u?lJ3o192pfZW6)w2qVXhO;rTW;&X3XcBL6N~9o_!z>9n;U z&0bw>`&gKfZ+E^we)5y!P#0Z4c>mVv|(lO8)T`>-VaD43Sg& zp<4WyS1fYvrQZ(IzTKVrQAH;)?U=h;*kk1#3;3>e{n_@xyxY$5$NeMM?n!^x-*1y% zzv@nVM#6uFmcESbEJ1HS+pJp5wd7NE_|p1ATmEjUf1&!={*TV%{|rxNG5r45_2c)q z>JR2`4VTm;T-YivfA7aUf8Imszq9WCn5nl&;h=)=Ma~=B&jtVRin^)yNJu>lb^jx!RN(Yn5jy>rxc$L!fI-=I_iug&%eI z_t-xSui*Oi?3_oF+S1~*BQd@v4WdnEaUl$+=kA$wyW$`V^P64TpXVQu-yDBzJ@=2W zc-g&YcgNm7{%v-5wXT!f{!VwDBdv^GpZuX|Hkv9`O$y+7fbDVDjr$C+$yUn z6dnC~MP$m3)=t*gj-NCA?DCeF+w@G}U;JXd*58$NYIkb1e}opU%Umh_>U#0ozWL91 zPfgmjSzLKXsGG$LKgQSb5;gWe0zdXY{<`*gcgjbW;^-xBC3auSU&<88#u;%nbOW1v z!r}!l92owpEZT3jPrkQ4J`#R?aztdTj@7cMCeJc_e4C%SPX4s*8sE~w zdBziu)=g5@UQntywaroXD1)x(hxp_2x2zwD_xw}zeej>5^?G@kRnc8(Yv<)^d0*Mt z^FBPt3stvvdfex~-TaYk^|!@8oN~VI7tWSb-?nv@!-`+6pI(W*yIW=!dDWBQLqUbb zO9%PIBH`2ios}0``%mu&^Y1wCiZ@@oHC?wY&6Ttk^GUHvpW9=}@QEYwoKdY;1DD1k zim<)a{``2ZSHJv^NB?IKymQ<8@62_M`KoJ=T?*Jzu*6@kDv!hk@<1?CbM0~7CwlVjyqbc zBg~=q=G~W>Y3=0_=K@yBG|yW9DE?;jgMHiLJZfx|AB@RBNvDa?cOSFxYqQ&A$A$B-i}G{R3;=jyukJ zS8dOiS-!pOY{hGpmPVByDjMw1RQRkC!jIZ-jeql*{gAHN;UiIM+Y48`xIVo;+3@bF z&WBSLTm3oR@Sr8HV8`*AkMHJhw%hrLzjOa4`)(Wim3Mq=S47{wpYd(8hxeY2YYUEW zzVa~2{l&U~f7*YBw0d^ukJ^uyOO2L4Gs&lx;kPmvEg zB~ra%{iP~~pU1x~_&ZzW$I?f$`GqR7{xf)AeE(-!cTnczoR|mwy8j%C4&<@SJLsOZ z`LTqJ`-kXn`d7Bh{u?EIH{Ne^HizEZ?F?d--_-8jP*~)B{P&_=_xtC|));@NdhNOO zTFG1Iz#UgEMG9FP&0gf9Wp4IN#xRNf_u82HW4v|xz405b?SB-@?Y(bH?_=`-=i=>W zw6hC%dOuC#xGgi|R{;CD_zl|+&s9GjFOs)ax9XbpS#yW&(epQZ?4A^PbE8B-)r!O0 ztfxwzI9u1Xf{SSd10RFz>Id>a)R*^^++}{$w({X!uSeGPZ-2XZhnF3we3TSszgpYQ z)`NMa==ZM-HI@GvSowbxFL7R!d0+6$ZI88E#r8z&x*S_rcVS&mklWW(&F!`xiSwFv z+5b@Y?_9UlzxCGfcD<#U;;vViqo4deu`K8|`?jwW{xclt4gSy2)Ln7fck2hSsShgF zDNhdFzt{U_61$pq#npy1+3nUmRd4gX{C}vuYb{QHATM0emT}5?WtN~Lr?T`Bj-tc2 zjV68#c97Sr;QDml@9)wr*?*m0aeI5$i@EB2KCj^M$aNR%%o!gRFi!IK`YUTMRwu^z zpFvgs;QSvp+x{~=di~k#^x^*uAEwo0`SaASe^YWRPkmOuxjWD8O}fR2 z^J{Aj?r%7pYh9-6zu7TQ>Pmrr&K^^%J1ZCciY%M=!x2Or~O>ko_8==^6`@SmaQKf?#3+y5CRzF@xgPx?>tkNl6~5j!r~NI$ZFYkj-A zxL7AXX-9ib;#BW6k1KMKZj9$mr~eME*nC8ec8!N7(dkS)cg9LFRSYB-LrRRZl0+By!C=&Nln8<#d87WUmxu) zYp{#@+g_(rbss4&To8D>D`~Xk|yu zZR=hVm-TDunX+wW0eij+TOK;r#hGUBp#6luDJu6r!&}bZj<4*+_PFLMeAw4$bactB zQ$|a#&q)4aUHokSZ=b~r*Zybtp>e&tG*|hcoZN@CJ^MoE?X~$7Z#2hv?fxlY_TRld zBz`aWzTV9f2mt@WPTpIg9h{Y{i*kV zTAk;szv1`%KZC1x{Ib%YrXO}6xBt*m6Lxt|`QPc^{xfWhIcHyCel-5WoEqDUHqqbs-~4BI>m9n|xB1*>KO@geZ(H|nZh;2#()Fh+YEqMz z*Ih1;v%3Cp*1K!hk4%?pJ}SX_W68RYtDg5QbojFVO4pwQAKY7VO#5%Gl4pPYf_LUe zlMk^j$C(^u*7>C0-1hcQ2J@A?{|veNWz5!HimGrvyz%AkeG#h0Hn(ee8V^0cpZ+jD z=->JO4B}tpyZ?zz55BBeE$eo6nys_{#KR^$2c|0SxYOI*cHo5@o7Vkf_N*1*F+W__ zWz6cEoG9A5ZMO04+}41|O>SN`74mAA7$0wEZ*r|E|IfhkYS-@W$9YRLxy^4rzpyOx zvQ5pV!&~<)m{WhCm!Wp)$KZ$STmGrNG@BLQz2^Duty|{56<8C_FUY@TooA5oLDSV16>^?0JlUJIPth_emUZy>do%xSo|EueA-u&@jy!!Mv&)H{sw9}IxzuRCL zQzyds;pw#bmA`%eUHZQL+Do>{iPbtq=O)K!Ow#t4sQlBd=#yyRp(jjt9`Ia$arNnL z&*i?^d5^?0qAYIk@9;Qa-&&VfcV!>T<{$bWmz}i{t}RVv*|srjn#GKnIrq<$-jZL* zxL8H_93Q8}$-kUGlGmMo)ZZ>A{ZaN3%Z@8wR%h>=>c&v19F|j^GADq&@!$FRo8JCs zIBeg!t*55B^7zDJ;k80sEZ=}<3Gc<%YWzZaeQPi_mx5|Zc%G1;(j|b1+QJ)^) zHnB$YM{@eZ=7QJ+G`aG{8T0=YezD7c&;{x9-pKzq$R$FaPd! ze+oa`_up~FjdF%h<}Ja7n*)`D|a!E zz#;y-tp?`F>Rio|mMST;{<43_Z~Zc#>xa4Dhj}v@{+->hH9EzUA@>#gndpr=p6XX7 zN0$V!KmYz#^0#5d@`3|F&)` z+se$;Vuk9v`QhQG*B3SZ%Z!%cDXk9 z%ixqT;%G_f{~=`XNBhls&g`oCj{4NuwZT3+#Rbe;<)GMZlx_tD*IfIokEC~WDyLX-ovJcCt~~2I|Bu}GuKF(wAJYFZ z-uch)$+h-BgDXRg_lNc0w*BaTw7xS=`op!wiz@uIZG(fGE|oW3d*HF+oyb(RBF2M{ z75-|!=)bl4=sblF?g!rHADJhy|2Ny}Y}E~I^{T43a`pSw0{L}U) z-tU$duv5v7Q{Vn^+5W#PMSHjIzO8@bL3^^XMe^?@G0&OTWxtBjSiqAnT;YG{p2lzc zKPva6E^ghwIq#GG7M-LWpSCBL-F;Q|JnOk^fvvXqKT-Qb=YOfq%4L!9nU`LPbE+;q!>yvX$kKyVLR3M(;&@_wLEYt9-E~IambW7SXH&c8nm&vK6VP-)M3G=SL{(A0@`$xW|59>K&v!&eIw(<+z zcRMlR<+b?Ns%Z&3&+&<*t2}tX>>$VZoA*!H$L~kxx*sj9xE}ZKsy9b&)Q#Fcj+#x+ zV(-72SUh*}x~g#g-|>G$KGseBDEUwOkKL9%yZS08y?d$?vi0cHOUd6)EuOSwMNZGd z?di;-Z~rrF=5MG8fB3pzyyE`xLdWb!`r`N3Ubz;qqcBryx>ie*Td{Hh=Yi1YmdCdS zus`STuFuf#jTf{rRd0wprB=P=x9x??CO28{UYf^c!1BPnplj!o5|!{v_8a{V`uacI z*ID~0U*v%9*S~S5ow`NbQPIu2vjvZRvrsAHTD;ETmsuCXC;eOdAI6?Pn&0N`duf)* zwJ$IK-CX{&cWY|G(kLZ=<^mhJ*-g)xO+PMgu+y$d{=v%nymhvV*tfHWlix&LZD~!O z@FC7<&2o0;g<4g8JMEW>1h79l-u{R8WA?Z19~1xXUvulOdw$W2?NMvK9n+4^5dWdX z&e$OY`2xhZf@lsbW7d;D9uy<&# zJeB{@Q!)Qv``_e$zd>Oa9`Bm`HvLY`iYN9DB|h5!<^Og3?|1e83^I%V3HA&BXSnd6 zVNL!0qWX`gUcXp;>->(Q#S{KBv?PP#(*Cvl_dE0d6!rgb1I3#2KTwFB{LgS)d;OyR zY`cf2`kc|tK(k}rzAoD}zuUDe`O%HgK(}PqFO6@T-^mQ9Gi{z9EUQ!hC^udA`yaJk zN7tP^6K(TS-XhfU+{eG~FKzqJfSN3?#IycqcoMerKg0U#{~0a_?e2Q9TWtgG6v@KOCQ`LF%I-}(QujI9;z-#WkW(+Ez!B;>LW>wkFF z`2S~cmfQHBp>b1vuV}w(N$lj5s`m%$e~PZFfBp48!xxryk9O2I{b%^39rK^z`s@D; zFF0e5GIQY@I(@K@??1zd&Bgy2;@AFXSfE((5|6&TSMse7hS2fD+*{&jCtgIq|4!E#PJ)syWogfnE%76=tqD8>_?4}>q z{~46dp8s37{a?e>x&AE~Z!;Ek9awNdoX`tsFTv&trCf1B&|joV{$!zDYTTK1LSM2q&7eVlvsd-p$;lgroah~N6R?}p*e z^OD|9+)1e_c0A-7`5-xwIs4YN{nmRdbyE zqw_7_qVn6;mGasL?wa=Ony^l{LF^>0o^1@0?2@+rOZDIUUKeY7^?CcViSt-H?l^G% zX9#mORhNdDKk^8Pa%>sQ@~@(M5Td?zT;A0vFZE4Dm%>%}dz=X!nIc9==bZcR1gJ3scv z@m3XcUR5pn&u}Ps#fM$3hnFbdWO(`S#EHN!rUmT=vp0U3I`!__ueu>#EM(rKz zypR=nevi$%~yVN?TojsIQQ!J(fKx zJV)Zs#ud4{H@D=vBA1lP9`LA>R%g-q6znY_~s=Y(yJ4cWE zI?k6z^>(kk_2QQAxuq4i6C1hZ!)zPAt22LGKi9^u)HbmGq2`r}Sf_`V1m852{AWl> z(fB2`!+D19jbC1;-d+23H&16>;?CAiCXW=p<+7DBAyB zlTUq`#m%+9Pnq~#{KDgve^v-C|5$x&n^oS#@`X_zn_rm+N-W_jQgoBB-g`ow`QxuA zHH;s=UfsFtBk!49nPS%`(QFcWJ6UJHoXSvVDu1}Xt*Nv-`lHeG&xR^tJ$2tIdDTDP z{`o6>z0xYBMH-=j4GagEFExmDX)J&xGDei*if}n2k&&=WcKQa*|`qw#lV; zx-S>}KK_r%LjJA%QumM7&fWLFSi-ICaiqW@#p6mDgKF`&IL;s4i8hlXZr#0gQl0O^ zE5XI)mQUKBZQ7H%?8m-C+R2YP^<`yeI6l9}xl`ht!ExEu3sp?fGwleW9VhJwAPZ{;%@g>p7phzHuGPx}=#S66or2s7qr3 zQ)Qey`Z@nIv|2u@|M~CYe}?yO=Ksmtb-r~U<24)I zN1R`Iot_ZJbr5WG6dYzfMs?D5-at>cu^bm6+c$pJ7jB@?a{k= zXT9x=^a6=vBEQ13T}|G+YbpNEz`wAs>Ay))kIJV!%QXIMXn*JX`kY0L za>D-^xQdVbXZZYg@qdQAiEuGI@!@Q;<`iSr=sn)YC8$GiwG&1kZJ$m7L;PF%0 zmsWst5V>Up*Q0$}75;%AL-)2+)m)n>onG{>+Th#+!ye5q>#lWW-n`54{GWWr^f zd-qMRRx$FG-YwQLY0pOG73}+$mWTv;?%v%4tGYq-&r@9*>o)Png6d18_8~t?^$2z` zDBoknsLjLJw*{#EkIgGT^vbRk35*Z{1wJlJVx+(#2bm5>X?g5LNo8TBc7ltyF6z=| zYJwJF*t|kkW&wpFIwrMI1Z|ZdH^_-^p+3JvT=}2j{_+0| zk6zVpG5F7L_J`5_%^&4Y|5$uYW4-#n^Vj#k$hq>L;r-+P3?EDC(_i2JVwP3^{o{Xz zAG_=!>J9##KT@y%sGqP6FaBLP{GY-6!QtQbf`9gR*(P;;s(yQC2eZ|`^SHVKe6&Re|`VUJ8S;mKlT6g z`rq={f3D-Pr5b1Tt-`)_f5V;cX{;CdowoZwgEQOG{|xo_|1)$gemm>^UmmIHfB!So|I^y| z>n#7XKayAfw)g*Mm|x%ZpTYRn3j%uj*If9Qf3W?Voc+Jrf7*Y}XD`|ljACg2w(R|1 z46@?C|NYPKW0l=z=b!u8$*PrqpG;M?mxqYgDdOrfB(<$Xa(3w z67`9X|1&(l|7ic2Z@aXQ+My~z_tR?=``I572eT*MVbn^G>_oO+d473GwQkX;Lx!4c z7O@TL%=09QFVu;yMa@C4D`ENW;b^|2VX=WP-_88+pW*PXY3mpJ7N%Uuiae`tBV|BLmj_{sknKAy6F$a%f~ zMfsKe>i-!YPmMeI-Du~Hi!tSY6s_L><@+`L$$tjW;IdQc{a>+LSpKfbyDzWs^tSosJ3SL>F|u>bz5Zqi@wDS@sjwFbzo4Kz06 z>IeQmS-k%<#IyfraEyAPJ^zFHpC;A+4C|Z!Gb~tJB3g0(d*`qDlFk2EY?-<=)+H}N zu4j?iTE~$Gg;sq{M(Jv8o>IGi`m2hY+i(2**Iwu<627J4AuhkUiUhEq4GDB*DBH*K zpJ9T_{;wbEzlg4D+WDUWIrQSSd;c?3%wPFc!v2Bt1&u{r&#atqHInxH_WaM#pZ1@j z=0AgCTr*PWt=naPVE(GVz6SO0ul!a0C9bik>%^}FX#XDD7$0-^f%%^}rvKZ=|F3E5 zg>ZY+@YDLZ|Gn^6J7e}g9966$ficHD&;lH~&x=6Z#4z0N1B${I1u(@^N$i z#?OEG9(8G~&-e)I#$s&)&RVgki{Whz=YIx;&idC6{xiJLj%6+WhZ2JO!lnOxv=4q| zP=BC(L7=PXnUYp;D=hS^x$mAUDcaeb3HvMix$KtBNz~jIv3gUg#=$th6U$xmPd>B_ z3@(~oZhtr2@~?wvXCcqF&nCuh7f&o_jVRLgnxb{-$D@lPuP?9u;Av!~v1pSiydVAf zt@=OP*?&L(X|3X|{5JVNgWTDFKmR%Hdhwrusc!XGlY{>m_6L8N{vu{km$vfDCU699 zUUnlcD?B?hnfbhNN$8ia>KneVTWTj$(YWYd%EqvN52rl;5>vNzt(B;j_95LlTR-lo zvG!VXsV-gGH6y#qZt>!n4pZ*5&KaqGMQdz39$c$U*VwV!bmbl`w9n~f6Xp5}y6Rdx*k-T#Q6G8f@n`)nKNt1?{$td?Qj%%?P5#%IlZV$+qeLlKFCW8F_%kjpLKKEwqY9g_Zc4+zsfu&H2Z1SZndBu(I;=Z zO2Yok6TT{HuDQMV@73b@R~RFv3!Kh3b~eeC=_&|qSK6}DX{~;ruAtvutNkpKl|jK4 z0Cf(-YI)SY@#?E+i7f71;J1JAD<7xbPk#PO_NYi;+{MR`BoOGpD(WA0)#R<(^|w}2 z--u02XIxT~@{2$CjW!?F;n@Xzi@I|BCLP=4_Ugr9ty4uDU)koOjAqN52D*wc-ufZ@ z&r#?yFQy6@ByQ zzW%&tW>X*e`hL|&o_j6g$pl5;hGcb_q_uw>+Z48KZeUrmY4R(pfAg=c&y4@jTc5$d z;irA($=l!e`+WQvX5Oc;FZ#;7hgaX83)5Z9SlhpUf7Q!X%Vkt{K0RN4Ia=n+9M$fA zl}epmFN^0a>e4=Jy8#yXNTu+C>+>`1KfbyDe*P2fb^RaIU+oX}k^lYG-m|Xtl*Xb> zb~8W)=a=^_YnMg7xGruk9(FP2tYPpz*RUH52cF-Vb!5-Se>+U4PvcDbt#r!i;M0{n z3%*;N^LRh&vGxT!xriS@(b3txP8oblpUG}KZN}#Kvo5Y}uaxPl(7?s)r}MVo`S~V} zpTBLcPi)4nId^rd>tlb(njiV0F#q6oqf-lPbowQ2oyC}c3df~Cm}{jQe&kwNaqop` z`U+pUIFCQ>sWZJ(6T9u|)60uziMw4+QaCNuW02R_zvB7V^`;y5?Ao|f+^l$yu!e$_ zjNrVj5kHr9`gyzN&z$G#m9IM`^L%97{kyyV&3wJj`lIECt9!SYm0k3-Iq;T$LdWX9 z!*ctV+8>ltlGC{SZt?D|ovPj3T6}?58;`TUaI;*mx_i%6)7dK~J<5Ea{(EBcXLH-u zs^tw|{C~KaM0fA?3+ak%sN7T+G1c*a`t`}N7B#+6UvI}VK2MX(lV)uUoVIoL#npFT z|BU|l+2-;wsgf%HPW_z3^HchGk}pQEF@HFxt+dr9bfw<Ko9$<;R-!uM=QdoSf_(z98bnuJo40JDLoRCI}^8?T`7V{$;)W zy3dCSVx1Sy-@dDM=9Ep!{kxX0^IyKTsxr9ll4oi3H=8q;?w!;9QeAGiWxY^V{z_+= zcbkr@G;-xIOIkb@&40vW$hvh7gR1J3`GMEJ{M%aX^`D_7`?o`F`^n#ae)sqOO7B0l zaZe%Zr+Z7j^R3S-+L$ZB{igQs@9Vyy77ta=>s9ZYb>sPxhdMEp$|qB=d(U|)5*R1> z7M}4VP)1SW)_{h+5oib^w(e7?6?h!_|snJ+`IiXVy2gWY<_4vZT7>}bDjOKr6i zU&c*mZ?myyTVyIx((SUFFGZN;=XSZ}c6+X?;vMd8GT5Jfx9H`&^)~hAEJa@}~%tLaip4@}C@TF=qEsQ=^Ixn2@k!pk{}EhV%{KZ-sM zDtsEK5$G!VWZni?t0Npy5M9VVzh(Z9Z~5QPe-gd!{zLd{{K{qge}Bzivft^cNMNMA z4`__5JdW!_+06ABP2aLlPnqIz;gPwU0S@hiz}U=SO1?!_+tWEi-;EP?Vqd{$*T`a@%S@&3%!& zf6mWe8*Fswk=kSaOwQbO$F40|pZkDw@s$XZmCHq@OrEoUdf&dC>%}%~o%idTv~|jT zlXHUXJJ)p|voqR#eerLVz}jhNWTx;=E3(S7n|J@*iXYk`n=fvC@s<0=vx&-XTuK3c zj|}hh9l6-G)^BgbQTx)&g3|^wdc?$*Je58do~8XEzVoG3+~h?+wB4(JFOn;b@wAND zEc{2qx_-{}c@?{lhX4ArRAPqCm8S~9*YEZh#~%NqvzPl{t*QR+Z}b1e%757OMgQlQ zEBoKys{dGeJ@UdFQHzkk{^U~!k4w9)ULVb?dG>2==8OI7l~1l%TQ8ASkS(XQ>q_pV zkgnL-E)8rF4$CdncdY69m^LNlQn~w$OH-C}obo!mc6TMKNMKL~DD<-kRF-kzy7CxC zT{-yEAqA~nevKbHKe9bL^e&$NMNwt2!qKy*{ytTyJ^IDsRlU~w5BDD~n45I%kI&LS zXFNq0%kQ1%?D^;0zq+a3VL$vIb^i@}_jCQ1N!Nw@4uW?*b!U#eTV{?L7f*K%SXS$?%GEKbx3irS*!@GiQr#P&+zr&(WCIfw+h!k0tX zWi9H`VBU(>YdVh>kw0Vde;@hlzvAG31}3>iSCMeTOQ871hDD#>^8Zt9{`>h)t}jxE z)^q8_e=L8)Uu8D`XQ*5LQvbqESCKIH%kb%5a5EltHGve~-cvZF^Yn3sJ;BZsT79rS z%no(dq1w{@_RqTIy|Zik=f5Zy33RP?@5AOZm{`qKP!BH~wc~`*@%*#{-17`1-1F2% zlxr_c5ux{b@gL4#>#tm9|M%DbQvAZAE{!$)%fM|*94lE&@pqoqgZoa8(fdxQfewxk z^6OJjor;cst^&mix`Fe&L-!SJAg}7O=Vv3(fdBR3y+r$}0WVpSDl>%Nxs!Rvcj}uzYZJ{f`;{ z87@S<|M$=Q#}z492HP3Or!Hu5ZBp3%P5&8`-)*|Ho;#e=uef`6?EU#O#sB!!ztAoJ z&rmP@C*wauXa8T;b)ZrF`d)9>#ILL7#TWf&P~QGqn*GoE{|rpie@?7Fa{OP@_4@B0 z_aEy=wr)!xRJFptV+a2;X#Zz8u=HO_{71w83=6j2|NAHZ#^|f(wntrjl%*v! zY3sXP`u55asS)w(gO;CqbLIVe@1<+kzVrSz^FPD$HS@n;T>RGfKg0P*`}d0jF2=;i zt-o7)`cHrHZ*Ep_u+RU`pyG>Ft^4)W-$7BN@bA#UdQg}z|IctzxOQ3n&)4dIzhwOO z`OonAn*Z+?S4;xGzWRF|6y6&)#Dl~8Kf@=N`wIRUYEb=E363D;3cmyZ2vy zGK)8=+Ei$&M#Fs|4{l${fp$?e`bTG z&Zc!e{CDeEz0rS$1Iho~_8pR|ul~;K{QRsNU6yZ;Po zppBqQ7xlkglm1!%51aiHxltXcVKwuCEPL=(lgd1uJ?@pu+_v+yX_P1SUA5j(cwV98 zZLDiJ%F4bkk$hJBR71Y?ecSG``x6cpL|D*Wp`(M6a^Fh;u;GuQ!RObEQ z{|v`LL-1u&!uP*bDU6hfC#W#+t%{ht_a9TcEfWUFZ8c9_MZ!JRmca)v*M-``1~p^W z&pP^_K`w6j%SiX%z54#2xil8-Jnw>Dhr{^VbMv-d47a+Q?f&nreZ;@zCiYK~-TxT> zS)?iw7+3fOzS;U{~1u0Uhmu7RwuRp+xu6QH~uqh{tTLL-?!ia zzNQm&*=#V#m%1H2Qa2@cfH~zph)aeetWWw@BfN?ku&$ zsg|cUd{b_Ym3`j-_28O48@$DDiUo=B>w2WJ?>tuIUUNPDqaBC(hukxpR`7ExAM+15 z+VIcidi3FkuP#qn8TavBrQsRFA6Z`(b_HfF&%OS&_*izd*N1yMSGlNdy1Z=ZZ`|!*}5)N7s%w zhOd8xS>%|g`(9n~R-`OVvNtRAVcX%OUPaeqC)w-{{qS$|(&NwKUw(F#|NbLYKFEkQ z_4<|yqhtQ+bT8Z zw2h7@8E!t5AQG8yp=0h<}gmmo-FD&Mg8~8Sh;nP@uFe9A4`6w z&D}G9*41eyzq#K!g>@Y|_3WK%?3oEJ=N!Hskk$OvHg)C8Q@txPuTM)n$&uc;_-@~h z6VLXpe)w)?_CsEM|809?vThyOZ}gu*sA1{0zapjIvrhb7@SoxFY4`sO>n8nYP+fQO z=_-lzu%PeL{o{YIPjv5C8gJMqHb-1#_Li;JuJ4Z3Elob5v8d}){|Z=WHTPALxgNm%{Uo+T-pBG>MPg7g=6nXF0cJ$XLN)4 z_STYXbz+?={KZA7fq%Gm7yr24-+p>k@~V@G$?uk5eKYU6ReGFB(%!{ao~3Nt(I-0d z?bC?c5@k*z&+jc5gYtJjW6ZTwNCsL}+!~Qh3Y-6=t|8n)o zLX#&*`0}C1tZ#3TlK*bZ)TXTkxMj>(u($M=ng0+p^NTVz=yv!GlQeLU{vD-Wx5x+LRVc%&X-&^zY zQSr)G-TxUl{T3g3CC)dYKZSYuZ)HXI3s(=x9LhU>DJ;Bf`?c4Fsl~i!bUcKd6-q5$ zpLn!voiWPl;gwnE4u}N0D#8bY$ts>T*1bL$$9LKEtw7w_%A!e~lCsI#4eox6FLYh& zmAp1x$K0~8;#7oJ-KBN6bBprZr`d^2yLRhwz%1sKmF+o2XB#Kf#ZOAk8$! zXD5Fqg|aiukMphU@7k(*^^ara3I#>g`U!Ho9T@5wLhp-LtoqLoKV`8n>#R9TxT=0{ ze3w0M)zKtHja4E4M1RbDI)iJ=D}T|B`aSbqH^nw}X{=Me1uhq!N3Sgj1@$BUGwk-i zX20?*|4)gF{~37xGiY?WiiFRp6#&gYzOQGQ7=B=);MH|1>aXY2d$q+&RA?XiHD#BJ zfyX)(rAHBoJj|0n=jS}_t9ooVmHj~Wli7#9n_0Kd&Mk`0|E%2?cCKHvvTLr4s%CKb%dP(zR?nY*;k3qMW1mnRms#O^CvW}p z=S_d;kNFQ{^}|10+4XIvh-NWQe1?z{gYfa5Igi)NG+*xtm;F$Gc;fw6LD{!DLN9-L zKVScQl!Nj4O@00k<9a^sYyL3z!4;0kgv*gK!WVCPaQ~d3J?lsPqx&2;Dx|J^T+>$) z`uD+~`_`VWn-e?Ei8LP+4P9}uVuoK?-}KD4b@Q)JoF**Z6PcT3Qn_r(&)}$i;nlaF zY*T?p3}aGC9iJz%Kr?n!}h;r|IZ*7W&gKi`cK{bAN7$x z%8S=TA6)FbT=(}RMZ?TvX6N_{ZnIgOuiE{Q@B86tv%*ZjY)hYJDR%kXHlv5%zWwyO ze0iSM-+nW(MN?hgy|0_gGtYdo@!?Yvm9CDFuJ68I&$r$`^Yc=Xz<7hYDX=l6^8XAd zjahS)mTu+D7Asb7ySQeS=eE-C_Y^KK=Nip(Mgy&^1`><}h>ZH9-ub+4~gR8!^>dC)Qy@^YsUWVPz z-mR4udgn})`i3>W#WAyfY%zGIUGMk)>wgBW7fYQaQ#V#zdm8x1aNoYQ{~5wQSGz3x zD8Ae?$~Ka}Ge78eaC*lxlYp+;!uy|1XS#}huIT!7By?)zd-dX70s&oJpk+%*5vc9t zFs=Pa+n3j`c{smq{omcc=9SsM`E%}Cm&W=P7O)j9{OTXSK0V&^Cq4JUUn3`7-6eO+ zmA>4u`}m)sp^yEy`^&&TrJJ{3{u0Y{>XM<1fTWPAYy)S^-|0jbOKi906%-pBHq3gzvMc&8V(*!ENH|4n*_ZS|}df^!xIpKU9XxbBLv(@Y4 z|2QKnCd3`AIbZy@C3$LS-6fm7KmRk#tKRk8=F#4!jkC6NMT6#QU^@b!+kZ?=VAE|KrnFd#_XWcQUK$X9T*6o~u%fo+tEC_j&uenGXX^_ssa5nA~vV z9e;8}NvKoNa#fAp##&c0uQx9bj5WSG`BB=0q|-OzISs!%IN96YzqC_d;>W4?as6*5 zx_*l`C<-u(Jn?eJuj+cMrz_UY+VSdY@@e&j&l5NK$Vn~V(oz~7d+*r&rmfz#(sBI( zd;2nlOcEBUvbemi}j`yZoP_d%f+)w&iRaA8D_3yQ%82^yU^1hQt=G;->1Z6N|cjoZ9;Mv~7FS zDT5oDyQWOu9d`AO#-gsLw&1W@SGw!EYs~A?wer8W{7wEf=fZ!6iM{e4&VTBd66jia z{357xB=t|^BkO;Lwy&Z4HzasUr}XZ7)BU3U*j~5WkN)*sdvNDv`Ny+;VYYoce@)_l z8K>`BmiY1Nhu72iolhQrGDD~4%4_#~@8-@w^TwwB@$UN~tXuo!H)X!K-Qu|ET(y|} z<)7E(T}97_ZF%iIFYnE}Lk~3`YHEcfXDm)X7`1d?_oHszpqHu@32Ay886uu~JXYcR zxAkI8(8p;rAI+}j`0_(v$?V;me^nai9F7?rzqG?k+v8D|+vFwN(oBn9i53PNJ@w~f zSk%kw%g<;m>UwV71YX3Xv4HPC!^7u)8q@wWte*y6{NnZOpIrS3vHV{@^Z&ADFIjJF z@t>h?_3MA`Pk!V-bkPi*8DTU@LZ-=D%1is)jXSS&Y=XoTwofoNkgu~T{vj28Uu0p= z+PS;iZKZq)fADQR9T<1&5l{W*C(nQ0jDK%wx72;sH+h|YonDom$Qw^P-(_B#q+?!i z>cCX@FpJj>Sz6jBg0o`omjCrzHg!#jox-)ZrreAyhG*99F^hGO{mYyDaZ|UVwU>R(E}WVxak*Wk%v%13SIK{dpN~ubGt{jAaS_xA zoByA|CU5`yss9{U-`W8 zKSTO6(5~WIM^Hl!JeDAOv?k=kyv2`JS95&%xmL;S+|xhb66YRBmI!_syH@1#=3Rp4 z|JYsB+hhB%x>oO-N6IYoGF?v9$|Uyy{(7$$8jB{EmrEc`EHHkaDiRo*A~g#>Wf1ZO zp4<0ji~p&tn!hwv{+-EQdvN623Sb$N01qq>lLtWg02`M5&ww^Cd-jjbe})M<_rHF+ z|BLIoXIxt0zrW$v|MZ{yaQ{$8psVP!*{vd2W~M-5sH25RXuSGwz3|KD468~^%c)So!k|0DgUiZE03{U=N zXgL0#p?fhJf6ae}P0#;DW7BmMs~ILplc!BY>K zA3))O-NgTOQU9Oc^;MQ!+Ux%_w5HnsmRYFs~2`&dmXp< zKLgjP`d<=HKoc4N8IE4JeDI#_Kf@u{WuDc47k|s0EU~Rp`g3dWoOkl~mh0^DnzG=@ z*6nrEjrxUxB36Wd%exp9w(E8NCrd8vOZ5-K`+xENXLz#wKSR3vAFYr7865Zjnew0E z&Fjg()#A_Xdsa37^<4g+U-kFO<+@h+BdY)fN1Xi&^ZyK!=Kq~5f79q+>34(w3^6b2 z&#$a~@i_~h=`a4Boc?+J&h}r=o&VK(zjvP<7&rMp1J|DV3;F*URPBFT*`qk@o6r8a zwP)t{LgUnBC5_!sefL-OZ>O)*-x&*O{vzn*LV^K1IOezQe;)&GfB{AXBj|DRX=w~~5f zeQ##gTm7Cb|{&%NNB+oGDzWFkw}B!Qt!jttIv!8nWhpF~3)Tf7ySA z$5YSuKD@PKj?1f+OP0Lf{K?L2nwddU?>3!_q5B^)T(y6Zzvn;0e&7F)eF@AV{}~qU z`~2^(`F{qPb@5-rw*UDPU#$Pz$^KO2qSf_>7+2L_xL^67p>8&4ga!U`a9ddwbW19>>Bo;p#{af#s36&ga5VtKL7j6{Xa$hP{aA(a{On| zOzQ&8*`b*BM?q@&U*7NYzrWo7S{8Eie+jx@*I6IhHfzeSn*Q{)cW)e1RX8qe!1AE@Fke+&=&RJ5#itd` z!!lP!r~Emy%JpwcPyYnIG6|nvpZ0qH7t>eq-*1C=?4j^# z^TFHcRy?ww{?UB}A*WpYx(BqM&TetXzxbnai(M5CKRBH( zBP$XZH}eqTV`9KAHl8_qqy>oy^`3ozJw>XFvbyb*njygy>S zz43pB^12o8PuutHmAnw>D*Cw{+%>`0Bm;@bg}RD_-<&Tq8Z0Oa|H%rLkgvJHewT9V zF0YI`m?>5u<$lb6!B@LO4SInwd$%9aXS?I0*dNPO-m^H9_5c&>)LE zX-eV|7F-&*P84B?TeNV~?ydW_M|W$_$V*Iem?X)(@_3xPs3}TPCwU(@j`LXz55$@e_Fk4mGOc_UE0t27lFr6LCdkUp3Po%FUv@DYs-fCJ;z(+gQJQn z{6j+SEW3ODd+53P0M=X{)2xZldZOKok6c`?7wM^%5EvBWth?td&&4f8ng_#Vy81R| zE>FvumGuI-kML=g#-e>^emo}SET#2x_oSEBKKjqlX_Wa|PyB6t@;08jh%07yZ+t(P z9Pe_?MNZh{^)yePRU)R_fA_TreDch zWauIC#Hq)iyn2Ek`{S=CelS0Ly}G#ck@SpP7SFm*Y~wMAE#fx6ti|vrv+;Ea(i8$K z85`J_u6tFs%WQJ-$~dzd2~Nka_9xh$Jn$#`xxesS|B(0}UZry40Xs@ssug7IZ%T66 zwe4j-PU>+hx%{Q;jpCLEe~AC*`FH-`lIi~$oK0_Dmqg`X3;HqR+Cf*5AXo>Ol=Hao zo-4Gkb4`bh;lm%Mf-4R$iBi2$tT03U?2fONU!OI~Wm0si)3x_U-%H(ixy$ulYo^lq z6?a{dCTN~$l}LE^U11LY@z)bSupho2_U!c$bHgo#XT>MxNF?lfB9^}_gz?8^=4&q& zbveVc!AF$cg&V^AQI_!T`E&m7-Cv9M>-@9&lJ4j#5`IqJ1y;3HvG#N?tMIb!Q056^ zRI`ovdj3(p*P%;$JXh{p%2T}Sw9F(H%?&&$k9)$-w>;R@?rxu7^4nN5#a+JCKW4sv zmdW}bZu_^e->8|t<;mOM_m@@tS^eTpmTyque5Fkn|1(6*w_57Qw`z*z-FvHlU0D2) zO`_@6IR>Fgr~FsE{#76KBzy74BjTs4Cf~8zyYtl1EeZM?zkh!p^R!a3d7n~L#Mez< zb8Jd?1iFeID+5(oAWTO2Ec#Sl+)m-njo8x<|MK~3rAX}D8NX*q|Bij_vi?uw*2k%@ zu2KK!`fqi4&GlcN*`4=-XD&H^=E#4B;(Lwab<%%Kgx5sf@0_xKW~b7Y{PT9h1F#CQ6jy|q-^Qv-H|E}@5wruq&>Hp@aI~1&zAe* zH(YaS0#zR`-ppb1`=Gh9(nd#(k9y*3;#V|#S;4?|HB2pjoEc-LI2WJx-RzLJFmFpUv<5`*ViYZE+MX5s|*+< z7^=cs>krNOX#eLwL&krG@8A6Yna8H%TPM%(Wfjs!8&>iwC|miM-gkd&jUs!GJ`QTE z?rCoP5zf2#)}6Df4oo=q`RUVtN%4u&Hu-051!6o+xwrvaj*Y>2B!IcG8Q%P|L`z<|BLrk{ST4< z43FIh*#6KrUv0fkDT~fqSe`4Hdo*e01mV{WRUb4KHK_l)f4%;N>B@RYK-~WI{x92B zeMm5cImjdN7yqu0{m-!A+EPe}1iDUO|MqY9e+I|3-Vjftm?RRI!uWSTXuKsm2pVYi z+rQrb#hVom4iQ(8NQV0S*ZaRnUD^LZ^FPC}{sf`^rJ+&s|W*HvO!CBA_0u( z_MxY{KnJ?opEXB(dfAI0?v;;%ikv(`(yw=EEV)!=xa``B$-lh=|1&ITz5n-L{>R10 zoJC#pQ~95QHccq)UGkq{=HK^!4kOE>DYl(rKNYl<`S<=aoUz}sRsI)8?0<&) g&p_KwP Date: Tue, 17 Jan 2023 07:33:18 +0200 Subject: [PATCH 21/21] Creating Parameters model and implementing in the algorithm --- 2048_Statistics.xlsx | Bin 158797 -> 159626 bytes Algorithms/Expectimax/Expectimax.py | 7 +- Algorithms/Genetic/GeneticAlgorithm.py | 35 +++++---- Main.py | 62 +++++++--------- Models/State.py | 94 +++++++------------------ Models/parameters.py | 3 + Pictures/Screenshot.jpeg | Bin 31284 -> 30974 bytes TranspositionTable.json | 2 +- 8 files changed, 74 insertions(+), 129 deletions(-) diff --git a/2048_Statistics.xlsx b/2048_Statistics.xlsx index 9863941ff2c32b9f344122b2b590da6e4a06f738..74217f7029f2cb3deaedaf00e4e498dd52b8c7ec 100644 GIT binary patch literal 159626 zcmWIWW@Zs#U|`^2m}_kq#_s5w)X2cVu#tg*L4bjQAtgUKpeVnfSU<6#K(8V<$G6Xx zo5@hX<^QR|z1tlRIwd(=2->iTzgk*D>#?VeCGR)ug`6M5ue=J3cqKs zHWs9+A6}}+%KN`4_uk4Yrtj6hPLsd(!8$Vz)w%N=#kHgv85nq&7#IYRotvCrlnQch z>qJMt!v+Gb>xEM1-|)-O44cKO5EkO3B-AlC)&F*f#m1b)TaG83Y}@1#bK?3z-^*J> zr$+qxZ-2htL^6Dexs+VVVu#y8J{u;5=4ymrF34QFh(mH8%SoR%!duOs_f9+WYk8c) z(I48;3|pPKDc*x`|pDJd6O3^ zo4@vc!y?f5zw6f4rpz7X^DfQ4{YdYOu#cOdoO?yc1Wwg(lf4x;H~Br|cevS66!*{B z=Mu+c4u7tG<(5gOl^@AXNdH$SYFu`W`}*r*@4vjIw_ZN{9FH23zV;0|w^A*3NFEZ;_Y_un=X*eCv?UZJG?%d|DFdm43bd(OVAaw0G2iO1mGk_bmC7(hy`<-J=JARGtDLR82Q1DUpKw8@w1+k6Snpwf z`<;CJ6f7E8ZPOP_dGIHPJ@;p$^m@15Z9W=1m$tg^ zGv}GBTGMPa^=9bH=X)~OrG7BfZDUes=C(Y?7=PvhiyD)-bCWwOn|sBqu1@o2%T%Wv z%WD^kj^_XTn&Mf-BB!t-BYaWI+YT?g236L1ANxM;+>oU)!M(U(@+T4X({bgdc?WA& zW$pR(a`yiEA3}e=zV2T?uXgouW6}Sgrmv6t_wV@YGsU9+9_@avUtj(2(eL&D|NNZE zc2D<#N9+7YJcb4Au?@dXgq<&!G`JnzojGTjz;%-ZtqD>O94!1;??pN+I{Y=@ZYw|c zMCFnLvp*j(!L`qi#vHxd{vqai`5w^+ z2W!;Stgp@N2@Y9Y+24_ISo4%1d#bdpv&Z6Z9FJ$k_ZJ2QxT(w799qD>@tW%LiX&gW zwil>9+H^rsWZ}A>&wePr2wY@*-~D;%k_fR0FMO1OiXZ!0JU6&()Fv4?(S5>lt4ZqJ zN-Hhr6bio7R1)Di)?qmJ+})(W#nsVI#AK**xvr+BxsyOa1n5%Gvkd=AQ0`GSl4j_iA_Q4bs0qwAtT&#OUXYP4>&) z{7*iW7j^o#|CQNya#lSr&Q!~`S>tb@s9xiEL2z>9+|Gx+?M@onL7BDYGnOve@n&7y zY_Wi8j*dUYXDnCOoYR??bMx>NU0;968G&lwSQlU1b|?JVO+(r6pxbe=?yXEuq<7v3 z4=dWp{n1ORWp?%TTYJ{{&h$Dk-R=IomP?UyTUILy?#g#RwC&qbrAr$!Zm&;H)Cv@Q z&41vNXWRSGo+CBQEWM{KLVvA(@y_;=@3}Snw=eSOfBGi&Qi?Nm*HurA%Lc8(Qq|2pKulrEdBZ2!FY`(BJ2~oG>|%;0etlSZ?hc>PET4cw(kio8 zWvuSWh`uiz6ZRrzf}Q7a@dTG=M{6}?p0=00JYbks^Y*Nv-jtJjKRycE6{UCdR`RB^ zLaiy&4n6H#r1qIh?{v1+DGQa$Zv$sqiT5o#T>EBMe%LLqS-jF7H)b4Nmp3^)VrNy@ zKC|ntxv#(OKJq)CgKO)yd9zk8zqY0P%}0j?CE_MO&Sv&JtA59Jd-JuBb5l2M`)t?L zC)YjmzWDL0mJiqL`WfG4?X;(AQcNn7W^C$oZ@y=&?T|&lMdqb#i~njX@?COM#J;?VpXP?^-F!8pR(Ih{&!?6*rkwgT zwfn8f{vyVRif5h=c$Cdwv93MwmM=PP|MfiA!VB47n=Rh(|K51Nug#ygK<{AO_1?V+ z7xGxkWVY`)p!IV5;;#!VD6Sx}ZG2D7!c#HMOKzA54KOgeiOPPI_}}X6jEZqr3eg@A~eWO+CXU$zb$L z{qEXTX}^kkROf1)oF!ta68dW1^7%HNay*Z3&)!%5-F2(W+LC^cbuJ2GGJW^|{=NPF z-|_GDzrMU|kNGA*nmCOHMQ~Uk* z{o3E#<@f#j9B;Svecji;_xJsLw)*|Q>)&3!&j0_9f4|@Uf1mjOy*&T_-*S1oe+TpH z|L@*k_x1h!e?Kqt|9>8Tzy87B{r|p6J@2po_v~`~zW<-M*Z;g)KL6ia`MSUTFYUL+ zoci+7S^mQRuh0GK|Nl$>|1;da=Ii?Ze_p=!umADzvb??9|A)8t|GV!0|J&iy%h&J! z_viELS@nNc|NnkFfB(F0cRbwdnWF`r6-r)b{`TC|~z)@1NJ(@BiyR-)wiU zeOGN=wLEiuooW2u|MmYrzC7+2f1f?}-u>(UKYtXe|CN7z_m4lH?f;*Tk9+g+BX@26 z{{O$OexDz=@9(eu|9|$||9M&aD*peg{`vpjuHIk!_pp8K@9)?B?f*_{>u3D`;qCSN z^?&Zi|NX1}!~C+zonN`kJ47G~fL3^J#zk{S(9kz4lFgvZw3o z^1!eP(bxHte*gB^uD}0Ew9K+U@Au3o`Fpyt-rDm2G06v~_s=~4U-3_v+T-J=r_1aA zc>Hhw&GXa#S)5@w+_NuL{!|^0@xS~XzaIDd#n*jVzW;#y|0KJA_uj?-{c!bt{r9`u z>;GRZm$(1$^Zl#;@-L3>Ki2>M;qm%{zc2UhKT!YU>xX~G|F@sF|Iu&%@B8=4d;hoF z|9|?~@ZJ3SAMgIw|NZ>i#{SR0`TxF6zyJ4J`}a=!|JU#Td$?TwR^6Y4KOeW-$*cW; z{9RLj|L?c;e|jn%)%q_R7rUqV{G567WXyIO8)x>JZ_HZ4Oa5`_?*9<>|0nHP zZeEwK&-vRbU;X=A|NMRbul~JUzo%aA&)3WHCmH(X*?;^ocXi)U|LZk>y^{U+`Srhc ze&M$N-XH(}tAG4o`P<9o_x%d}{Vu=$=jZr;b9p|+A5r-K>27%a&wuOh*ZqIq@84Me z^Hu!*wEfNhe;u6_U%~$WhradCmH*YA{d+I(_3wV?pBJ;gFP`})<7?fP3G%u3`uWb= z|GNEs|H0S%hW~%G|M>ad^xxgupWUbJ{U+7tec8P7w*QIq9nn8tJ1O-PPCufTZmCi@ zDe{y-`~HXFOFmV3KQ{jAu*ydG|Ig<~_HX+BC4K_O`XBo}ANdM}3axdw;SAnlz}m{W z|H0Z7^*8lBTBg@bPkvL><1C~;^XWFfhXH@PLgt;)-7}9pC~$^StD_Q^a;Ldxi02l$ zk1A&tv`Pld_|ScmO|wVk-J}~6I}Uj~QrYZtTB6^;!C7$TB3 z<&c74>%=3oRaU7)^;Za`T{`5W;q$}fzFK9=#3QnuAC{GQ%1pADIK%6Y)n~7`H#SRu zbhd>H|IpiU_L8{gorxX$JRVIr(s{(@+{3qfl&0K2U$I!< z!!8K3PpG z>|MUcgEvznTYzn)#u+WNzR5$go#FGvjAhW%BN)$S53U;I*-@Ls~}0!V%q~1=Xc$1@1$;W zGO@i>IHRT&yyw$ruMI`Jdq4g*KfK7%ic6S<=Tc+@#4hQSB@bP075vG*J89ivshz?q z^L}SMxp2aB!p}DOq$i^KpIO=!?siP>JHo=)SfX~#%?Y9Hy^(xYR9_| zM_;myR4#8i&_2WOl$0gsre%t8EeY!@_Vyb765wIE6gv~-hSO3jr7~lmL@F%SQ=c?F z_|0ig_Ozx0iXMHNUI+5^&dFJ{CFO^J@?6X1sa)RO66X61~}Nm0Of}rP+xW zXFFM*i*y%HTKTj3+6=qDcZLF9%CLdL+}-=xAjN3crt$u<&Df;lfqY z#c6fY>d&Hy){YOHeU#eW{F-`BGcZjIw>huPvBbONlIAQ0g$aEZAZF{N~Znum#pay~@c%>^kEQ!Xs1*l~ZK zgKe`w=W@rYDY5-UAP4d?Ur}g!Iw{{!U5JOr>z0Dc0fo*znM<;kluk@Jqc6 zlCQ|R`H$St$eFwQhnx3Y{JSwjQ1&0SHI2@zk!ST|ksie=* z>a~Kezz>1Tj!_U7PVJFT((&NeuIYHGFt>C9DBPR3z`~v5(oB|@6^Cz314+m*^jH*kfx#XAzH`_}EUjYl=OO8>>>WY85K8*akE z#srcQ@LDZsP{>NWw`zw?S+28a~%&*HaYuR$nuMey5lE{!;u09+bUxpw@Vy604Y!=otO;^`4<;k zzr3i3%+NM6+n@2oPr!ohrQF(ylNBz@{63;xee^Yld=d+DV@ban2gj0XXvmA5xM|h= z!msk2Q~j7?Cd|F!Nm1yG7|2c;-Wc#3-R!l|g_ zPI{8Ik;;AnmUB%deb*qxVP@<4Pb{aC^$K_{S?+ov<11j`@f;eEITI!>=017x%X{CjFgBO;r3p{1?45puBP^(Csv}P~+eu)9gk$P)h6vrC(Thn4JKJqEL0oMO(O4{b|Cz6|1!lelilV;J@U! z>xBZyCRi%WnIO1?oAVOLd7zYbT*30xI(JJ@Pz1H@UCc49-E`RoP%?}KCqpG@GAuVW z>H6Z(RdVNjigXHV-Nh4g6*g>NsCTJq(PV|n*ay384z{swf1@CgQ?R1j#Bq_MROMwz zdCjJJctH!>(bw*`#aE;YC~dG@=2B*R5mXbI+S8{ARyPERFt#dtIWG+vmMd@z{Cy!6}=AZ99+5o+FpDC1XO~B~X-1hE^$Tmba}Z ztJxl4JAaJt{4uff$K=i*Q#*f5?|jaAzB?ZC5>%%fin+GAHuub(*SmIJ@7{U6XXo|a zo%dGFR>HR`LE7%Pn(Yg4^^_O+yB2*7a&B?~}QVEo!#o^^m;1c$rCG8PQ*khNN7O8V^EHUr8 z2FlQnJK7aCg_md=&tZM3Wcxx1ls;g(awdRvJ&wANd%+cwrW&0m=v~TL)HJ(Sc+C>k zxL*|pI#NrzL7s|*dg^m>aF3GhBqiG;O17^|FG=mpPEiL{AL_F+q8|KYV>x|VYX2vD z4mSUQi>|X2E-LiGYlumS0Zz@2{^j2me=+_4+Pwmx2FDvn9U=8_wN3TW$0gnE3Qdg; zp4=@Q94ZsdA*B_lEOi%J@;KRTTcFzm@umg`E05Qm;CeRkpu5FHTkC0@MM~I8(=Q%P zC3o&7NvE>ZDRM|Gx$f~gkk9s%=Y%=we*}~rf5k4Wh@6^`Fo6%8L?*zJh@@kciepue zW7QSMSqdL_?~zNr4k-w>^Qd29IqlrJz1W6>4O|x(zzh7G37;99gqA$s`Z9Nl;Ez^? z0v@AzP8l|B7b^G^XJ$kwcnIt0Z&zi@Y-)5owwa^1T~Nwj*+kAg!>0cN-=)QZOWePC z9Fkb#-m~e0i1*FT_n^JoExAFwF-(r>79Tz#WXg=n!E)dE&qiu6} zcCQ%EtddFCnjeDIznQ-BOgb@FVI%uXNVI*|kNl83FTq*!gQlB-0Y$=WP4P}7F0@D^k2&cwLavY zs(9@5EeP#NILt7c)&54tMFrG?pVz4Ci%ZuRk?t=`y1`9}W>9(TIf1kMLCX3HxkuAf z`9UG*0SZA_ON={($$qCfdF)b2GIawj)8~4%b==t~T2OSjdF6Lxn z0@eB8J_O6GUOC&zax7k{(cLpA46formP z4;ojlXOTX|G#k|1zGOH{ApzdDzp0??c3#Epxb?B^k!%mdL7k7|8ND(fyB;kzxuIQW zA9PfE6$^7CR?9xNt;)S-I1AMGIKB9*2DrK1=D$3=>1oh|nQfq!M-Qm7g*nj-;l#d+ z;PReBVo9>e?2I`dY-YVxv_0Gl*3%2plMVHj*@+bwjaObQUUPBtx{Fdfg<0&5l=Ony zrI{^KXX8HZIq)i@snKDV8z?QALUSYM775cTMN=!gsFLWCUNw(D0+&y$o9L{p?#NZw zw$Xg5k&VeFAeX}WjWM)io9&v(c@ zJh&kv;1Zi66PqWj2P~cPJd zGDcgm^~sBh{Xe$7xO$PLGab@HdJ*W?^dz%EI+WAwj?kK1P-~zXl%(z=l2m`3M}OaG z>+P*;l=~2^!Z|FFVHFD`s)IB8W>2*Nr7BQs7v5UenQ(Ej_@%{C z)s)E!l{*fea%r0Sl&yQQq!{ldTaXvtL3@8U6&AbeFLBr3=&oN?2+hsljsfd-9;GYR zEayKdN^mTxHgN=HPH38Ua059oE~!7Rq#u%e-+_~__>S{4_dd$(*zINqa-9q)&BL0& zIuj-?7N4|u`i#Y}=Jr-lAodptsZ3|;Ud$P`Of^sVLqdd!$MXzOH3aLoH228toglOK zh|Jy>GLQz<0Z;}ryEx&aPKV8<0^P#cXUz!-6W(0})rI|#8qc3?ty_PbXFte^8&4k7 zPh#n06I79FHYv(@qH?0^{Nm(%t-B8dTsCN2SXFJ}xX1zCHf2(EUeLm{cB6ZJqgA^? z(~(&#CdMj*I?yRG*ACvhlH168f|HF&RaZbs0nspZaO;cn?2Ak8i%VsyQ{<3oEa|%@ zEDIVUsqCD8WI0;yAf-QQ{>DM$x`rTje4GRyr-)-&{W0;0?BZ0^*lKU^Vwq()F5 ziT8u-->C_ez8^x;v1YNUPhOZldlC9P12h^FC%YD05_mOAoxK+l^>{BUxZb-C?h8Xh zL%s3R*%KG#1vEsezqppl7|pOwUgXMFEOF-KjKbdj@`|PU)l!eAcd|cTywfmH zt+~>8MwY?a^DGM|DTg>M42luj7<)tizjRF^kCf{1o4n5qW=uAG%#iN>CAD8Oj=$1? zuh*+B@Wg_^NidCzd*c2wE)3il5g+kgV(Ih%=`(p}N+ll8={fn6Et~+ESZ%w|Pq6jbj$O56Z9=8>Pi4q+FhEyXIrU zw*(ofrO{@|7c^ow^DdL}d2M`9V{t~kLqE%9rnUg5dPbM7YaHCsv=>uq??UVHN~ zSK_3?j46G$dmI;++%toCYjMvJkn0SK;v>E%`={q6&$%n{++fD!bEVP`n(QBc+AwVf zr$oEg%Ufq9LcG4`HLqm5{L3fcRK`7d0WHzh-&;$kURu3@H!YnOr?G-|_(mrs%)>`Vk4qZ zcawZN#~@=$;5k!ppeIZTJ}0dGoby!WrPBv_pPiF1Ii>M@mZhX|>JIJJeQ#DCnY~M{ z$9Zv2ksm|`9KQyqG@o}){mk;z=48;{Ltu%jb%zuDtimG`Dn%ZDs%nnSmuU9_*|Y*~ z(*n3nla~H!H3Ug~jcGqPr(_*tURQN$%sjCowbUt}LBY2m$j$OPBq)NwL2+F6%Qo)U zb?+pf#u!^CgM7YuC)*v_35AuikKcaaKejN)%~G95D|Jfo*^uVUS~ZQQQ$8O#RoPTD zFJ)z2B3Qx}5`aD*yN_!>{$z9Pt(km}^HPw%LO?zS`zrwMua~aR*oxD6=FL4_$d^24 zvf)#+1I{-k%z1>@38X!4M78Z%Xza|4^~dOc+RxgC~f9LMfERh?-n(NK5ube+*1Zh9WZSMr@-1O*mlQ8 zd{;nEw7=wqk%bB!}t?)MVxUXpL;7_0y}1Dt*rOu2l{IQw~__}aIJcDZXVo-52||GlSd z-OR~`!tWkB$A8=NNOmE}i6tN>dO&?XPEKb9!c; zU`qV9X}ZwZl=^M>^RHKYorEx7FGv^25fEK4CmPm+ z0{_^m;(tK`ib=aStOJz~;MAedxNNTeBKe6m2#J6`7W^vwc1uG+E#CyJpHEemmv4;+WYb@ukf@ z{++QA;hHlyzdvTN+wdHy1lCq9(sK=)>u;6AM5|6;@bT>#v!6+*S5=>)%iN z4~ZXp5P0gwde`%%5@$T0SK0qbc#*RD@?{3^r5MRLeJR`Wx%_M99&ewQBYw@=OOUNE z2$H;JOg=Z2+s3k^u<}%4{tfoW4l564Ja1uKYVtYF01|bo?kioUbe-RI1LVb&cWfXp zPCDcHT+02=G4~xsvkjCC_@;QZ1)W$B1aEXKol{}Ap~B9=Mn2_BT_TU%(w>TSGY`*r zo#K-?d!JC=9@Raib9>pnBtL@kn&5dzU9n(_@OgHz^N(3Czdf|e>*RsDbe<`Gw$~GT zij9`taf_*Q-;sD~$3Zq}{wYR}K*>aT9wfpYHPz?w>&!bI4AHls)_lg@8LtgM8K<37 zF5&17#ic(4F0(%l&|EwZRA{||7YMI@9(YxGXJ6&+4e@qNdkxsmFYT%Fldzd?^vZHJ zxBu>V$?#KB*OP2C*u5mbf?OI1cWLl>_OSEpE1oy6xvJmexb#c1T`#00ublB%@7eku z=}Sh=)0JejQm+&rS`g%B3$Jc$oO$*0!uZLMa%-M2oBfZTDp0v)eDmwny>DjDoh$vZ#^8}<;sp&@K%RH&^|O(W zw2@bs*Y9QnabH8=EX$WM@0SOC*y+BbNcyqxKDjB~UcGKM>YzFZ)=JW{^io}Ph2!HN z?rWi5M&-?*?Ctq%NpUZ$yolG1J?kp;nI8tMOwnlN(NdiW({!ryxpMb&H^ezB@Mxv3vAJF>%T|18=dmX3 z^PJPCTh{%s2el3`(iTYDQ%E_kJnwa3S@IlEo8tP~2Yp>Frw@1VHWsXyA_xxqkMOYn zSd;RxrlrD8%KN-&vH6U-h9D(3V-7p?1*vr1PY{32{?tKJ8Jw&h!IRaapC=yu6cZOxRkzgrC}K;?xkq!>B>V@bfF+Bylr zd0vulYfNr|^2_46u>7)oZvUFO$M;_V=d*dW=ErXK7J?h7mXE^@wVeJeF#p7t1R1T= zBjChq14+E|rp}sEVYjiu&dFwePlcaEfLH%!>BlmlkmuUj-Ct0t`Qwbqp~j%eAm@8! z!kZIbeLYJx^?OY!mv@p??!m+ z_QYfozul$}H4%?>oxm+YY#J-p*6rT#F7Q;w^A^XYPb}IE&z+pHhi}GG4s#yvcd9-X zphgd<(k_Ek+AK@wl-X@8vvahb4{F=|d0>2Nr`&T;w`c0Kr)*vu+gtq#b&oX{g4!XV zvfwQ|J-)3;dRx;}W+(YJ#<(0*{%3$&)4mmFXY74b*?FhAFk{NabDYg?AO+y^!_5+* zXO2O|1S7ar`9IbK9D1sFy!x*ksHuw4HWSW%F1+RQNwA-K%GMpXQKF8M()yhWQ;j`Pz384c9L-xTC$Ge6R%zx-w%#IjkSB2Mz-oU@@P#H3raH6Lmv z9%~E&6^o#31M4On`8@OJ=N)^GlqKH1TnsC8B%Y`E$mM^${YLxosacONzHzh+IMo44 zIG{=r)TUzrRiB$H#eDtV)SUIT)O!&aPX^s`XO=X>7HYEW5ID&0cuZoz{~v3 z=f>U7H{Jy`vb@;d?ly#H8Rfiiw;kUX-{kr_2WthB_SGh@dKaiMa`KL3vwRJxb~-u3 z^0BDhw@uem8$%C)nz$99CN9h}gHvG3jE{VdJO=JWy1|O!d*>&929fyZ=IEfS%S?iH}$stRD|2f*NR` zp6*m=Pgi=KP?~;qRN-c$Lkj~>8gNOPcp2qG`uqt~E}s*>cJA@#x!bs3*S-^E0~Mb0 zUW0O)>7;aPAwB)%8i|M4Gg{(X8#}Gy-5cIHf_g0A=zcrrtm)bvTUrZ#{#9T#j}hdX zYJ^d;f?8<$*5KmjmSy6H;`87fy7^2+(Yd&9n;x7C0tICWC@7J83*6q%Kb9neiaJPd z;myrOGbbBf_Bwa=%>$lTh`xu<+~g>>TGETPrlrygr9Aw7M~ zhmNN-o_Axk!)p?s)-)FFlXyDEAVQ$02%4?$sufL9dRmjfdXRvg6;n38i|H>06~w2w z?fNDR0V4O`Y-J%0kuCq^RAZ=*0~?yXmILh(v;#u z3j$%i@p-*bbBp$EDw4Z?JWu?ZahE~CgiDX#uoX)b&+XAP-?U(ILGrv07Y%dvthkZ| z8U;ZwL5{j#$QA$gd4Ea(mt=^S5vV6`dCoJwIIi%f<-=1<-tXn7FfX07P{e2jyg%cp zsXlkT&fMd-w{7Qst(B@{tqy9eg4}s7^n`Nn&FbjmJn7F{oR{{LfU+7a$^uS#KG*h! zHm~Gsj?L3Ww5G#q%6J|Y&H8xL5SO-(*LTK7=z9yYojYf`SsK!KX_Jn7pd1s|_G7|& za7z`v>-zK5t)E3lB8;9a@N`_?de2v*@FrSvuB`*4%<1 zH=Fe0jnB^u>FF2O^c(=Ce9R_K>PMS<5}QErmV939&;xTj<$2l9QqF7=SbXAioLWr@ z_Ld0Lfwy+1f%^!(Mz<_yXDj)asl<31=UqB!5df(jL7iu4Ay>9a*?wio=zwNm^ z15lesQe4RD@>*;ip1dl>3W6k4S zs$aeDXy_&WW3G$mN#=g3EF}m~R&zl^wJ+~L$7|5tH`lOY%B7cc z&Y2$ECb_=n^l1@!>F=Q7Mw~7T^?H9JsR!1WJH>E2+d!{B_)kNP0pHY1FXtG7+zBa9 z7fhLW4m5_k>@#Q#_3}>07^>Cs;;Eu}sR=Rjp6>|wbJsnf*X)`L8MQv+ z`CMxGk9%>F-|O^T_kDa>@$bx^NkLZgq@hDz&mvboIr7=%(a+y1fh$vv6rTkTL}`G> zLU?9?8sDaecZxi8SebGKO9Mo81!xd8XwpvUGkFH=$pM-vrx?or?J>%eS;jb3>2YJw zNl3W@ty>mM2|h2p`uRtxKV^xrOTWz1?P=6o3Lcd^!)gEh#_725igTd!3u=D!8o_!8 zJw=ZylRnzyWp9d&xUR7`l{*>S|9X~kX2+o@&0m|uBYyl$kdXq7hAjwmgSM=i0{yK0 z*UUYhw+EzY@!ae*^BK*C86uf?AM?y+FwE20{^QSac3J)@nAMT`wR6H-J};RL4&CT& z65yP2Oj0i2HU8TMo&wXhf{ZB>!41Zj&_<@4)ItJza>3I^FSk;;IUlrP#&l@f{fULhJ3*NKhQw%SyP`4d)XeJ%I*4n&kod! zehThIL&t^@BetLcoDT}AQ;MOz7ypmvpH3~@dB$*&4XBBaL)WCEzoFy2kkLQI$6sv^ zJ^eWCBWQ^1qz1S}1s^4wI=5(Eq@{nrxy^y+OpDWb=0FF#9&?pTUY@>p$_~Z{&4mde zW``^j4``f)kCdM@)Dm3$=;bj`k)cwY4w`g<^a?VMu+D9fzSNKn>ddJ+Yo-Kf!pGNx z{4CDv%sIY#DYz9dZ7#g886NfUSn08+i5dlEe&_>vEKBErT-YD(4X%l%fQPM?f`+YT zanJJ-Tz4lZX6biOyL1V-&20r~b2kO~S)JFJd))Z)+e39f;~#P-gDT?Jkm-i^%RPP^ zJU(st;nD-3It5e-PX)y%bUYt6WP5B=@u3Io^CzDB8UyaQ)JPZHw0wB)?BTL=*b41= zk=Fgz`*X#w*?PT{jpl*1@OiiYc>d|sjy*mbI0YVqI=rBv7FepEQuL@Y?W2ve&3V|k z0;DGLt!!x3ZPDJ&7=GW756iGly4ZQ+BcFAWzjhzI0~#^>7-OuSe68|8vq(=DIR+^W1ISqg5rMU;Y?_nkN`V1BInoez0&cOtq9SA-Z%ablY~30g|2X*@mh`Ou@v#)`OhYhGpd<5PlhB?xs zgKcRKxTg_OzHa8^bD?QPdan0wPjL%5)$#l&M$ZLg7yIA0py6`mdD)<;xzr=YX4h>V zg(e?*TH43I9aODg_1fe3PoSa{)D40Sv?Mp4T`4*Jxy{3uI|a{oV>DIvY^adi|29Yb z+TRDp-*OarVoa}r3%F^F;tw`X-+S)kyv^8);KYwMZI9m`+QqJ!{1DN*dOFdBWzz?n z^@U5nV6==X!?Fq<{XFofGUoh_*a&~kLk&SKCj&wKR0H+ev#*=H1lLW`jGJ5)pr>Vu zwdYc3`?xG|?|Iup2cFMM15G1NvV0jMY&W&BP*s0NyWL|4EaPL$-Orhie0FquFW$V< zn9Xmg33#q}=9}_!ao@PAdu%|H2ya32Z5N?sDyYN5e(l`jd0w|$OF>PrL{I|?)OxEq z+;kxB+mr_<4MFp57#$F1@8^XJFO((j|C9fr)euxCKxfZ3Jz|q?Iqe;lAjyQak$>P) zWz6Dj;Hj7;h(VfNsy@$Ks{iwz+3>HgUVj*mLGd^LdZw&7f)to2ChSc)U)|sZHn60#B-xtYh(?QorF1Cb>E^My;!C|iRgfSe{QpXtoV9tIH?QI@A z1S*XWE}nAn+|8I^#n7%TpEF}Of=1R1Q2Kx8y?Xtu`0?N}e7gN* z+xFuE>w1{ujMHL5vOq&}4w~?aCg^0Kmf%vijOXzi?!B~3e4w!u+$)|j`JAc0i{_J0 zn~oH(V}Fb}gqrzWIs3Wtmd_V6;6tbx&vVul9@@K501M zE03ht*uJO$jkth@tl&eae?`t0|2+G{b=BkB@Av(D<*c>g&F2k|&&T{WTxqwOEpTo? z#fM3tk?>|qiOCM8DPD@zy8n($onLslAUe?0NN&Zq;%C!CoY_K+7wv*fM28eF`gLN_ zFOI-klWU9Nr_r|D5}dNy{thA2$~*m?C%;zhDr}=EMM8bX65ncZu#QZOiyLJ zYH?iL^YjI10=sv{m7AyI)MKW)TbP{k081=^Cb`9Pme_4tV&@bj?^(vSxMvBZ4w`u7 zW(@aD)y4uzUQF$WOw+%NW`UO$aIK@j9|%NAo#Q6JWDt( zTm%_$JALtH%;lEfzJhw|lWU$m1r^g9W#$^J08PF@XKaJdsfV3Y*LXe|)Y5~D*$1Ax z86$j?ZEnF+vxlYjpn*D!`TWkQpLgu4-@W18&7FaWZn;~9$~W!Dr*iwmbLFNmV;Kby z_I_SC@i90nfy%4&=WbTl&zzjW`E5eYQvKO?Z-P_Db5OE@6-bNcl-O-7k^Aqko%^>X ztDB_t&WyBlo;BqcAJ6$>x;Z^vc%9B`uJ30I_@)?L0u9?MLx=6pd!6;OnjdL3Ut#Wf zqtN{ZYxKgHL4-?@C| zZg8(nrTEfLwu&o%v>$((mH*+OJ7&MP=+@6Ow|?@xt(kWA_tAuRpv4{sB|^H^8p(g) zmVbDxPzh83nxPbcj+)Eoo?kQfIDb26YC&@KMNa1DK~-}OgNHoT_WYkwaM+=&SrvV1 zp$R&=I@=F4J87%Vqoum|J7h2*(kQMkF@G&j;c3jl0AbK1!I@i?duCUI+Oack@RF z@NEB7_-xA*aClVSd7cd&>aT*YZz>GG6#i?Id&HGrppp~RKo4|-HP8bgk){ZZwBAYJ z3gL|Bb1mj~UG6)+3$K%$rYL}IBoP#lmpk4b+BLuW*d|Z~tDe$4=rHuLZYImM*{u~|BRj}Yn61Fk; zqtedXxL<3jBBhaKQyyx#?)X00bC3Fz0?d{y*t!bdI?$l38`7GJJ;&^)haY>I>ieO! zzX0S?P+^QbkCFJcrm<|_iLk$iX7G4{W-CBLKanSMkG)A~N4!3tCyFM+pymwawr`kD38Po?0mD4nXu9py#>dgs0W z#QgwGk%1yR2p-u%epc}jR{h}*wu43!mlU6Ua}2TusZizq_Y-ITi2{ z4$y4Sz71vj9IWF(vq7M_BIt6bxQ|To5AW48OA0q#JSUD4)xx0Uc<5GT%-@Z%5#M7_ zhN%0@BibBxd@o*E@%taBCIn3gd4Yl$G$B+OmQ{M|=c!wjHl}y=-c0{|fIImCw|t@l zq$N9d^@P)gZ}#?T>+M&T(by{W7TXZKCF||huYEzYb{ey-nj-hy;FzW4=XG3hCTe#K z_zRgqeNBv}Z02+A?C08BK3|2kQ*1yBZO)obD%L#o^r={X8uqERsarqqFst4TZW9G) zE}okWUZ8Tgap z=dA~I@aE0+PBWhYT6rh3X`xbeHmBU>FAEMg24Z$Kr*8c$dJ8nX3h9GFhA&>5Jw6uH zQf)u^(DHh$8GHSjxyR=+fHGRDjbjLW7WEUa{&4|4e&;_;pw)rk5g?ScAMuga{pM{s z;@4~~&2Q~YgRSLCOn<(l^L}0-_W{scG-e`!h6Ze07BposJ6olCs^Gdi4?GuxhTcH_ z0?i#mS|Xk+zwb9$dj&M)Syq=QyOak!g}o>UG|}sJL-*6vLe=TfAzej|E7RMwkIq;z z;jl5JOtU`nNvDYchHosGt!)O=5LyFrzbH7f}Ja*(Vbm;Jm z=krs}U2o^?+g{nyE@;R%_0n6=NMzn~*hnNoo7~bbb`tIjH(5UBQ z(73GZdHA^OJkYpo&vVdZw7!k`v75Zl44zp@ey*Fw;Tin6$>f2`N7|3?+5dRt%MVJ!yXJw$X1~IRF<*g)F{|nl z?-pzB{RCYU70(&HbJ1(6fdhlD_pM^gIBno z*&K9o<@3%fpTB!93Oc#sIjA6*atYiJyv7pVD><#WYdVvB5A)(lprrtA@TCAfUVVX` z5~BXf+qhp#sm`=czMui^h@CgT@ndRXs%%1e7M27ed|tTwIp?EF(4fJCH**XMV3W~P zS>L5Dc%R#30vg}OoUrxRnRh%}3^WLLiTk`HsGkX*$6)FYu3wt3tNLdjsBs1=iWkEt zB^J*qn-^j2f8pF@&_YB|;}J4=Bplpj@=@_<^G%HMl+(-dt(Vz8*ZCobepexCPBG_PJWg?Ug5aD#P_+94`v?gVP3ikls+()imbny zFaGWHf3A3mW-m|p@S^rQXN8!!Qw+;NvvKI18TEPTV&@;f%fH?F)$RuevwRJ_6Ev0E zWf5&OEAYtC-h272bUYtw542^QudYkrcXXl-%>oXpFD?K)K%7ce}piW7ZpF{}C%CDJMKl6OG znSAx;f+>OLO+gFxKr7m^W0LZ#Qe!-oZPaHMfn-2UGNff@aI1vb_J4d?8{Gq46Lj!h zP|s;)8<8iVmJ7DPI3I9+b0BRkl^drL3(>1g#+PW`cX0Rk z{txhQn8Y3H$5Z#cDb*1;&xvKJyN$liyyNfBgNMT&L26AMrNt#IquJng6Kp;0T=8q?k|%;! znSpvsu%ar)utaFxonsaK7qFIZdp4BCEto3~YJY)N7lTaPymOgJg0sTgnwbSN4M6K+ z!Sm9vm1$FoZdE3}wYet^o<)XDSgjDryek<}nR+MU+78J}&3)+Q4Q!RFc*gT)Q1P42 zqp=ja>PXsVW@F(_o{w73n+q3QNx<573BCbO8nD%KX?I-b?|qXxSHW8lb7Rb$GP@0B za^a;p;-H}&(DEV3)|09EE}Gk({>(kpJmum!cFYFVfm=Tr-qt`y{y?M0kcC@fF>MYz zY@Yq#1vMYAtmlC&hwW)aE@eHP*@d#-pFXtK7pikp|Mk75n=YV@^H> zt@^Z)hm6a^7Ucw->U_@J4KJ|S+h7HD$(+=qyn-Cz(?qt{)`QkrV_QJWFL0h6G!Fq< z7T*D0R__GIF#2$xbFREt@_FLY&p%Xt zzdcmtCdk%v3Ea2=O{X)N@7-ghH=T36q%hwUsooMS10O$h=D{Y%9u)fz95 zlKgI|ct9!f&_ax<-OK0Pubp$xc)l2v4nfTTP#5-Q%wrjGhy6x+=QA6FH9=8^ktru` z{ampRJYto6cPDt1-_1I`nAdn)@uAv#ONIM`+^pq6qcfmR9%2^+WDGZO8)zXFsL2mm z5^}1^+lq7ga?5p7>I|@r4}jKiS}Semel52Y)P4a?nSjQpA9wu@7Jm1)ncrL(>k@ML zNNf3pbNfM!{<_D;V)I@@iuukvVqQCJct1WA0X1VmvhXf}n#R*DpC@kp9Kj6k)*_cS zC!R_inp$%Bv|$f3bdCr)Ekc&}27(ue1syw7Yzy5aQz0z>@Y9wfscXSjVN5$sJon<_w~9Tdix8UcP4`B6;sesZj5~pACvxqrk+4kyjrT@NqisWIFmH}>bW0^ z`wKEcjC!0vJF8$jYn~qY+Rk_ffvL?} z^A$lY(wB7eEdO9_E6$Iw?l)Hjw-vv=L0S#CLGrZr&P6{unAo(gWL+}P4; zP%#BG1m<__jI!O-#=UP+`^-5&d&(qVg65qjo`bC2Pna_KocgqL>K@N0gN8xbHIr}d zoCjHh|Jj9$$@39&XAmffV637N_J00R?KUKTf+uaHsZX-p#zSHMa)6RURSrA=JeYs*TcLt4YZYN3VbV-##EW5LV;R#R|`Pn zT%er}ppjS5&aFz19Ue0ZQfGb)=_*`+G0(f?^US56B`^Kd+57|SIq-Crdh$KjgUuq9 zH;cQxSIL3e5g4;^#@^3Ab{#ECj9uK53LXPX1(nB}MPf?N#hFzvFa!;I%mEE^!FK2M z6rK8c=G0G~r!{7$EE7K@pN}Yot?cu7rV=A}?1#c3&>8@cw@~)puN7I>*g z+{Z4%>g?@|Uatg?<>!H#%`cvTi($~Z)XQhZubqAD z)^xk|?;jI$EmsK(Q_v=d~ha^HyaXg21CC+USKdb%t)F!=xWFF9r3i<}l zpNCHUWO`aN5p9FyL=%=nwRK9&a!Y$43qw(7Q$YK@OgFp*4J#b0(}na@pUydJx~W(* z>_+>K^sk`82P1RFM_9!x%+)_OtN2h#z^NPSTMahVJa`SW73p{mpG|4C>Fg+|ob^#H8C1t3S5MC(S6=OWuHF6o z_3b)40KQvwB-)E z`O`YRcq;2{%ZFZ4kKaFVw8XKJQ{H}iY(%(b@>Ni@L6)mOHO+hb`P2@Zp2FFG!Nm`H zF99?VeTOY!_l9@u^EbYU>4$D8R@>w+S$*?!gSQoDyBlUr6F%+S4>2yhF@K!x6mVwvMf`&qSK$9t;<;cb_=e$W>uYK>N1J((LO(pxB ztm1o1pSK(|)=b_l2HB6M_S|QRl4p&?hkd2!QwPsHS3XQz0v?Kc`R9<8m*knbhJl*k z6?A8|9ME0Jb9%d_o&AG@J2I{qAMQ=^F*%iR53(im;EE>_Q!lJgyypO38+a1Dcu@*m zh@1@&keEK*6r>Mxo({48bME?T&}Otv#mVcyTbni<`Wx1B`t+Pfy{~(mmzG$8x5@8> z><-pQg*$SWyXM?;yr2?m>1E5g*;*S`iah=lWTdt9@=xQ>-d-CdK5x%Bc5%wx!_VMD!^7lZf1gDTIRcOIPF+*AEOT{TP- z|GL&M$xgk6Wsn_P;Rmyi^_+HYdY){IZ&X-oDQMASe-LQ#=*bzGt+Sn8o{pO?wEn#z zUoU7?YsM76=a8}F1n{a>6D`oH*1Ct6U*1V5YqspUUTm~%3Fo(|Nq07g?J#faWA}Pl z1{wt24jBXmok9Q}q`m#KwUj@o>ZWD#2Zg26=SqWTf4i%e>Q_fTzITWJ*up^2dfi@7 zcz|ZMKj(xLU8+=i`KNYLM#!Xx+-^7Pt8}NVI!_ zoCqq`A&tNVQzoAi_I}QJsS?x_d)IR?Saa{II|+Wre1vW4`}e&uefZV((854BOVDfy zY%je8WG{V96{rEe_)D8E+h$`n(3alW*=KfaXf3FWe4LjHF1<0P?2nwPwCTM88Ua}@ zj^pxCybl>=<{h+2 zKz-V|$CaRcJd3AHM4D#i$ZnCGKHa4+$j!UY{nlnPXgoO`H1se9vIFAG$r)31oD?FW zPD&*nY7D#y+M~M|zDF0dwB4nrYkKH*=)gK?1tX{-cZTV^+P+KEx13`YVtROCMT$f# zj}&|ZCUloN&r6%rPyQwuKv(U)oO8DI`(jWh*Er4y)PcmP+0X0DP4{?y(*r#2Kh-E~ zE@*jKl`^|#(2dIy^Pl|z&4Hur>i``%aemF5X=~)q zw$%b0-+w*~1I6NIP$vi6my^PC`Ik;Q^Pue_d2~Xyj zmT$f%#RuCyOwdSPUHv`1HRW2a;89ITLn1s5)HSY*W6R*cx_qv6>*pP-PnIR#Z5HXg zuwY7EzzWa_GMBE`NPjd-{an{4Y5P;VS%A?P93LoKIYORS#_ z9zn&}+{@klob^$q;kCK&6=9$qw@kC=8tbip&6B;91KXBch^C1bf43U`Xgv?wK?tfg z!=paDlQ{I$>0O^9wuLI7@#LrfK(k6l*XAPDw{AI*_q^w{@RfU@b`JLOWV_q2@#N*t zkL@Z3od+Qd8DvOX6Xa&C4;mH#t^5bi!>WOnGJ_`gi}r#R{U;w61MQTu1}`p}*Zj>Z z{@bKS$sFKeXyoqWnazRClh3hFJIB4`v!mL3@nZ*Of~prtbL_4f&s@+}XU@ig1y>T5 zVA%t4v~>%}XHKBi%CK{SW^O4ywp8=66$=yJgAk)RPHc1GE14~x9{JpO^s_|YcJ9|! zsYgJ=&<77s5j=l0CdazvfB$B4pQ0%@C*`Jxu(7awnC|b;l|0p;&HTTk&6Kj0*Y556 zSdbe1edqCY`i?6;xMXN@Fs)m;`=UPQ#~z0_QxeWIvstU&_-wS9`^-Vf>zYUBZJ%iS zeSg01{|&#Bf5ab2Sl%-8`O{imrp;}?y_n;CTkk}q{x~Jxa6{8^K08mD*M;Y)Y2q`Q zjn@Tt+2t$O-fObUXRVD(lVdV=2g_dEw~On!x9gn?rvGMrl5D)8c@V7a145g9zH3oIic0WzvS=Cj0(xQ-#lo^zB%<>Q6t%d5$A~oJ_U}8-kl0^o@5PkeO3B zH;AQ5nzN+7{=^sl#dC$yU>Y6zzm?X_J$!y&#=~ih;lh0uE2b!1IDO`R$3ZVnroCrm z<`hl^>--|dQl-uD#ptuZ49lbqK}`<*->yF6*=777=#<5N)kh10njH8gY`j5w-Y^vx z91Hale37ei;qRH(FXi2|RXM&G8N2g@c?rC@xbM*BkPQXi^Z!g{nJ3sjRfwnRK*Ca% z=D4)7MoWvwT1zFqm>Io@d*Jhb!}t2K6;l!}oIWFC7@>J^f&1@Q(sNqH3sz2S~)Ic=LuPLriS~Bo&kG$%+jo-L8Sqj^~q1Z@GqX~#HQWKqw&RPGshVz!{pZU zzdG(k%?&7HlQCN*Ce_Mgw(0~--(r!*d#+4-nH%pdwD!BOV$qd47oK@bSQ_Kft`)?u zJihYK#p>0Y>(gEZ|1iIyQydPCto+8Ctj`|wte*1d{O%L;e{a=TR)6EK;vfB_gm0Cg zV5kRcu03?Sm-*eFL(i`>*0jllcwKnT*gRF}OXW8t~=ax^jet%$Yd6Tui zaev3b$svW--5chbCe6CT68`+e)|DSOeU~hZ&^$PoohQtz0G3#Tx~$(TmA_k`u)JPk z?UV=SKrvY{P3TVLmi1)^=Jzt|Eq!8o%J|8GpeAd636QO)p)n#-e$VyY9_I3UobPNB zJ~aCmJb(ID2b85&x&OIp@nF`vS0B0OKR9Q7aPIV(`vse)3f-xk2~IpaKI;`dm)-H% zZw4q+2{y~u9DS>EsO(xt=B@{t;f&?~0)L7Y%m*dAJC!qkN`unX-03r$jkg6w7CyHu zdj4;D$4mKRTA~I8)3l5?AJAdi?B+AO!1m#bwOh|}EHZwuATToEdFr$LBMysCLEO4H zYiVHV1&#l^Uwz?Ej{m{L<`=}++^c2OePE5CF^jph`(e3F``iCZ7T#D9l@T)Wr?laX z6-to8L&J6MbC0>{0nc}?*z>$_rSYBH;idV?#{HE|v(v6D{w@fw@tkI`4cF77KNHIy~~*r|KKSkA~6D1W@oYe>%w2{7rnvJJZ~vWIXJQU z7UXAqxwq@w|43V9K2V}*VAKvx+s6ti=7PGc&rh`e?r%2dU*h-n5Boa~Zk}TBe$Sru zU~l>!OE+eTxqS8C_vZ8?iA!0^x_Yr%y6I&(V>>AJL3yVfn$WeD?)WUTv$#GOl%KB$9oq95QuY))zqrrpN5KEC z9cgPmxIb<<>;+0)8-hS-8eB$B4Z2g=cc+rAd|qqibH-+{)=y<(jgg0IuQKbgiR|63 z#|pAc><&1uLhVb|zN-ChPyd~r^#XUl@F%CQgp`pBf>P6XzhC9Eh}L=#beC5_Q0ZLw zD)A?k2OO53Ix+{rWMLQ^^^ai+5Zx^1i3y_G$=lju(a!p)VtNZA?XK9YoG6z zv{UBO4&?@wOQ9)Y-TdH%n|H_iG98-iS4+j8HIYl&`}zE8Ay?>O&!V@I1CsL(hg*bFLRwya<0t}9ybd}}4^=l4o{TB;{LHyrc= zDS-IUYvS`-mGjjTp4SG3{TDZkSox?dEfG?71cg3+Z^(GvESWX_$D+56OIa#GvF|t! z9{Zp6^gr1d?^FJ({US7-g0vo3^KjoRx#cBnF~#$ieF*ZJ@O&@GvD$FQhHHWy``!MK z|9^uh&4&{grlyI_a80<@;c0sAMbEt`)1DtY)pvZ3D|pV>+zTo?z{P6zlt<@&pP2jo z!MSQsvC@73>_bplwQu!@-*FF)yndqYW$(>==tCIeN$ikUwQf3 z6s|XwEf24TNLIB7d|S0=scYl4AAec*%eEh0^|#r7-l-4f>~~AG8#cr=xk9V0r&3xg zW1K~&a@$n39Mtq~kmE9G7ntJRa82NpvfV#rnXqHl8(JRb^X<|MXK~!gc5pc~c#5t@ z?R>Q$CQi^#ku7~4$DyLB+fB5iqo(Mt{W$Ga%V%5V4|_`5MQvIa=JM^z4rfT*&9W7m z25w!=c$>ATtTCqFz@~KSLU)eD-KQ=ra>(Xb`k?MfhxFeiZOcE2LERbMlnila;a#t& z?Lk*`H@p#SyQ}5gFK{St>O$AXYXV-Pe$gEk72DnhS9Z^Cez!~1;fC(PZBR$%ZH?M~ zYen>f+sZt2hs3#+;u$W4}P5te&IJAL|^xU9ZC!61TIwg*tH8)y%uE z7UeZo^c(yzRB!sQN7UiQTB9u*7o?n4^6Twbv@yKGyyb(OIs4tI;Gk@PI`QeLsGUV2 zdI28<+tk+?ec@2l373o#$>3c$rAavaK<|$m0uOcbV3rBTLmC{ru4dnTwK%V_yWikV zm}Hg41sNxhWo-fRtarQGrn2jVSN@pY{O**fLxi5=DX71Sc%ycdd`0EJjAveMZL4;%PZU4H_Y!h2v{M=@>FO+BF=RuX>x|mt>t;6VL9YFMe_y%G0ch zYq%!hWxDQ_d?B;me6>AC&pMXh4f^s&;|0`}*L8i*_fMSn{r|Gyj>PS!E-1Hbi0+yv zzQDBQP#)`@7rw6%HgPYyEA*uXRL}2P`tqmYrO(PQesUbnn_BzRxiO73N+hF~{obRs zs|Bw=v`sv;|M0T~yYn>5>O|huK$=ajr=>kVe&Sqz!gFPw-AiwPomU2OUY6UQk4lf) z9z?}${Jc2nxiZIY)f;fvojun-aqjo3LN3EMVUg4Ar|6zNHBF2)%6SF1oQEXe>a`nU zy5`D@TFW~|=p8%s!p znwT-W`Q5FhH+}|gfQ4V|thw^a*7i+v`weoY8&${MxU?oGGjM_Fz1Z1WJF0b5JO zEI3b*V|!Xp*Zh8kHPatFhqRY`_U`if^x0nG+Uegv1wISsIi0w!-BPo6iY_Rt?e;eP zvqfV6;dP&~FWNd^xPIEPaIe#e>#yZqUa1;@tG%z2c>eOUiL3ovwp#PZpPSx|;3DXn zx51Z>?~aM7Eow_JzV<-bN#M1r#V>(FRa0g6LTaz8-bG(PmRkQ3IJ`MLa+bXl$7@xK zD%PmScbBrYxcuS!eNjL11CQgH=?h*ubG#0{_Js+OF!enz|4)d}U;omX=e26aFM&^9 zPB$+t%E|0yubXzPKA-2H8NcZ@ZK3}G`UkJH3tU^B^9tISh?}(X|G^D$_pY={)LC#X zvuoK9*R(QxfoV%o+wLEaH$K02Kj;IGW6tykubeq8riOw$rzN2^=ot+!ojP zOyE!%=Qg{0v9}K_GE0~M0ux(^_w<`&j2@Asyq+C*j9AGY#L5C5jv@l|L_El1+sQ>Wq*z@45~s+zy$d0s!ATHEok zwf1J3y+{V1;+p9T-aNirYI~%(Gh&R_nvub^yvE?i$7Hm8=wac|bao6w|Pm3eMo z-<-Yma%V-7BJ_{mbQhSj7g99*db3}${%G=h>-{qKj9E6uc5Uic$eF(24J3)i>^4b_ zcR#g{Emc18hF)S6IB4DmO{v|nJBD3-{fQ&tH`m90>v3E$ebF0bj@POhzoCVgzVFTJ z6E}V5zdOr`=k-#JYQ|a49IuyZ{4OZZJ$8SyvO(y{*H6=Voc4;O$~#8rJ0je9YG2=! zz45#1xeRw~>Q`73E;(!JU2uNLUhKV|A!nD=ySp5YYoW9a6try6-b>~3N9F8MZnwRXFHpDe;fmT{yFD7|T zGhOMeGRJ-ktxKSC=@t9_2miutz6s8o{S}m|K~BA`3UlgpJ+M>PAH3-ch0hT9rnk3$LIkb;4Q9dz3&-Dg3 zEXBOnf2{MOAR@QY<{ykf;yGV1}KEa$?Nad$JJ?-`E6W7cWUMusQUV7sf$D!`3qu01W zEvk>gz5ATx|j^e_;xj;hSlXUMX|zUb>@-G0J&` zB-3rt0_Q`gD--utvEMEAHvHO~@CuUIbGA=Pdlj7W>Tl~Yk)#W2IhwTfU~%{3??Ykx z$BCwOcULYqg0)$~g>2x?eD*T<$xGpiUmVTz8UV7OzVIdW*@K?!>C0XQFM0X*_(74RidR8t*SIgpI90p~GO1;G%Bb$qa`@E0 zTc20*)E8ff-6`TZpT!dz<)@Z<{u1%5`oGbzRbra=#4m@YrLjg$xx4n`v|Cc*pSliw ze#Em+m&^IKOv!btYCQfhZSFEG#6=h*)?s5X<7tH${U|%nY!L@1nC4tTf9K-^an3ag9dE%&R*O;aq)Nm#(7RWx0m`X72gKx zHHl>O-jDC^vy&0C$#@S-CGPjR`u0KkcvHQLzvMo75nb>_u|ZMy=& zhZ}y$iR=Znz{{ToiPUOq{DRh9dcGI8Ph6Dmc+p*Ans?wACX;pn5G`0z7k{MxXhy`% z)qh~oE%KN3Vi9N8KG1;c(@P??(wbHOZ{G$rA6+kkQgVcz>qYl~`v*4LKTiC*W7-bF zwh6X`f9YBTYDfniI-cWlr{nUR*6lkiU#yGnTA0u343BQfUuH&M>Z;z0Bq{7t;@G|P z%tCQU;U;Q;7TEb4zZdwpCR{@bQ9q+p~?PGQX z7qJ)I1?KF4G*^N)@WmYI{delkN_d}y^1eC9T~eO zP{*Wy!M>yXM++jF>m4oyOG1j-s(r#=pnVMO>C2w)_Bj8WQ!}{ZVW;=S&w?%LdZ}D{ zH-LJE!9Q6O_B(B8RE?Z>>Vg^j-L2jqKhK4=;bV52*xz@p+sAA#pLk>4CIdwK;r;qU znqMAnkgCu92J5TM2ldrJ-NR<%buqK%zgMz;9a3C~>RkyqzNU_ciN4DWYjUG@C!Y^ruGr=TE*rHK3}_9$MAe%R5%` zn1q|Gv03muh^2Np$1jdUMVw90tU66QyUEU-X*Vd!1N0cHS_ERwb3=wVxSm_M-)Yz% z#hqVRe8G3S634EotS}euTKe;+%+JdI3k_Q(%0K~V(k=j^1xx1bco1wT6DD_HA=lyi z;L7+yynya>P!c;R8LsDh;kn0!-}(be=H@pY?0(?D^*>&ZmF)EZBB8=+7R8vx+TuL6P@V(W21x@TniMfzZmM%8t7V>a(fdmp@xx zx-R(z6dI>4ID`5mMVeK1O}`%W-6)7S$Yp*AG`uv``{HMDm(!{*ei{`Q9D`{3{4e}2 zIOOAzL;le6V{M1M{;6Msl|p}N#Qwlj^0Vi~JKU^6Lls4um!B(h=5$4b37f41Coz3yeN<`JzI(~PR)8bHG-pf;)FmYSo7nI`{%rTn?)o903-dwS_j zP2Zb6`;`;93~dUhmLf(0`0QWS9R1I?!>#4R`wid{Z_fFqIS_3d@4hm%yzgFQ*F2}+ z;KeisTToZ)#WaSsic_lh#2d;ZPKgP zxUj~dn`!OG1BrA8MKnfHXxpk~SIX==}Z7km_-@L7<}cqcfM z%@JP!9yhbi>L_?~m7~wQq8~KAwDiW$IQURN%&fWZm95{`OU!iQ@sByh1ZtLmM{Yj; z&My2ru^@u8ezO=fo6UXCY7H&TPc6Oq({9t}x`PWek386&#PV>a_r}kMAPo%lKQGl~ z!rF~@f(H||rzbtv@0jMj0qjcc>1oe@pNRVo8X7qt(=``VDPCCgCa-tu4K*7tt|Rd7eoy9>l!)UE@yOuC+Ny2Tjy2ULKE5|{q?8TSD;Iubo= z{(EKn`_1$F4c<(91RAAT`lFID%2|Uod!Or_7t__NwLsZAcDsn}eR!5B^}hVMcFEGe z_g{-7-Ox?_1kGq)YFJVu)IVs;h4Gn8fAqW>qS|H|+*R+9}<6I}Rlt)P3%s`eSx;-YHSXfOU>AeW0RPUP=G$`=a@v0XL>E0gzV0 z{Qd=Y6=#wx*4)!i`wL6R3qVD<;|1t&+X8tdNBf2apy9SnzxHfc8rdk8TAsaUsab_c z9E;iF`LF+mv~9C|u`af2p**N12_7}LwN&z#qS1|iGtUKgB<`N_^E0S{F>jZMv%F(% zZ}!5r!>_Xc#DwttT_6E2Alsn1ZK}8N7w420e;*wU?s(`rJ?RB2tT}1Z7O? z&~n7^3#c5C_ys9PAi7$nXdd}+W~olTu;T(HXjK|~kpH@%`7h%iu(7%yKM{cvJ!`(a zQoSu`?9!$XRK9;W0*Sa4vVS>WYRiQ^z8+QsPbB=viR6#K&&vH~heVPp9tA#jS^%PTm7Y z-MdpuC4M;?AapI1S8{&;|Lt;t!$q3HFIsiaa&6Jr9sO8$tLBew61Mlsj%a>41gW$G zzcep^HZO8^yZK)1pSVcg;i9`lOo^+&oLz{v`O))73nK1vWKZA#<$&OI98E>Nu$FJ( z(@P?MB{Y8tf?B>Sy&L2dS?-IqLL0EY&3Z~qv-$EnMWJ!Nc)!9eJy6f1*?3*-ti|%m z?(d)X`75?9*Gm;b^dQVDZYNo+5tDCKhxT$@?YX+(aUT37dC7~vSqp1lPvH9QkI1a8JJQq4P*`1MBx zGc*!3esM2)DkM@18lOG2RP&c%&=+NmUmSja;7W2 zba%Z38k?8^i-p)(OXQV3?VFZ>20%9*^JPigE#e8PK9-7whFg5&djDVW-eYjjc2b>) z3cPou_VT#LrQh5)HIIDgiktX_$wYg1G^pn>=fgwEhZ}aah{tvs;X-A*ukO$?$l_OE0nCBX;J~+US`2RW zZbsysoog=?yB=%#)!+PQRK{gk|BOpfXSzXm9C+ye&p#ob zU7hV$P5&Kt1(ikbPN_=#su$1=zj*;P!WXW0^1}aw2)+Cl&OE18&n)6s)R~^}LNtSS z;Wl<*LH^a>vOR65LS`BgUi^355|iqz4_XVcQ^omzbK=fD3;7NIM2Jk=83=8s@h;?> z?;yj!dhLhgK!Y!QyR@g{(xww0ITLA^{PYKtJrxnUIxdSKsglL{KmVeqTGCaZ#U7_r zCBXs1TicPivn4eTF}i*_&amd_;jBcb>5!hS5X)ctj%llPUa&rU(4#$FWtzKcUqXZnUyy_=T0 z-n=B0zw)HPbG5qmoA%v5SMuZ*Ux?iecII2CGjD;NdHX4EZO6mwt`9Xgf@WK*jOUSis5?Oy_igQqWe0UDpxnZDqK z^NRe$wI3=XnAf<%g2fdaEZU%8Nj@E#-LxCYp4%3-e9kNce;=kE;rCu;^8J!U7uvIxCIE=ZJv zhAzGuRQ}YK3;UL>V+T#oN-wfO^=d3=1wm0})4o2IT3*m-Moia&euX_xf>6EWZQ}35QpDLuLhofA{ZRFOaiKY`?Bn-M+9t zH7tp{;k_f!w4l|e&!(WZb{XgCJFubSwt(vo`|TfY5c-#=3&}kq_VL_x&@z46>WhDB zgn#~&`cu>5xD%8}3SJ38nwFw>wn`K!-w|95>f4&%?NWFVri|S6FrPU8d;N9LgxeI! zFQ8TfxTkZ)JVWVFBCq345&QgwyNfjIz~ff-&~dA}eSv$vfZA(`z0#n`g40WX{N#Am z?7glaVsCxHJ!taRY}zM?9M`iwF8p@C=L5>8*LH9!{t3~^&kWqQJ%*owPUAL?fI?FH2a|ctQswdeXbYH;kEJG zOCq(xnpO4sFF=EbLSc)-;lK64=GiaFaFH z><_+0j6!iBk3#uAdGYt`g5ZvaE4^nrLp#Lopt0Zb|1F1K{q0hPHE%3_xxwnKZ84t3 zUo?xp@LK%hXfEQspxko6jRV{zR*exceZsbX+7)oiEpL~o zL9e?(GJ7GNRGHcz|ElWK{&lsp+PA>!kVh{-orwbQNUZksXD@=Eyb!kd1*-guL2W7M zl&SZJ3C$G|C-uL7hP8qh`@@Iyo?eov?ULF1f0Rlp-=Gy=K;{r+{53}iN04VB6c3PlnzpX%oxQO9LIP-{I0xKF=To#P)oio76C2KIq!hJb->VB3+ZC>O z7k&|J`6?s>Enin(fBJ$wY~6_q>IUGU%Cw7+vTNIxwt&lObKK+`Gi9QGytQIk2pYXq z&;bvNf{OE;ol)SCQU3=olzCpMf+l#XIHAi)s`lSF6@FqVkCBtajb{rWm5wOP#@E-X z8OY@<)z-e)y-~6~ z>&>6d^854Su7>Pf{d<-C?^UwV|L^APue_S=zB99J-K*6mA+`KRyUVXVxo*puY~J_$ z-@RuByS2>nLvwuC4_==wbK3n9yKnmJr1KuTZf$92eY5Y*y5`x{H*Rdx-m4wxeEaf^ zWTR_mv(G)c@oZtM{NjDKao=~^?T?-lzhzd;;jXQ_kFTC`F4=C*{1-p}{P6$xawdC^ z+T8yVUnBZ8=iXm@e;sp-^QCC#NtqlT<&%@0J$@~CnG>AD;TgXD>1ThYWnU#1Novix zkj}9~>R0{CSa+ef9g@H2|I=}sdw%~9vvTLB`D*{ZRovaGewRNtI&|mDtQQ?eSFd~f z%4AM__%zp{Znt$7AXHY+)>Z9b$;oRziX7=w##PLU!VAHt@7NL92NzWlieY1e8b@x zK6~Et{5KspOW)5o{JkXk_PQ_Ylw{X>r1N_f*CouUuURSk+RD66<^H_<_A6JM=byKl zJ6+SZ?8u|9KLxLSFTH$Slm9RW@5U0TPd^(8N|--4HEd(>%rn6WbU=NA2l zy}l$uVA8pg)7-w{_E~ctW|!Z6xGE$k=l0ZlqAHi0W=#B_+4j$-y2Q6Wj`_>p`Ex$L z{TOofYvrpKmw$Hc`_}#Vo!t8K&2x)Pm#vfjJR@79-nZ`ZOJI=i_&DW0D)$}Ew z_2pZ8Q;{Xh(93{9mK+H=XsR zy|%~y)lEG4tdc&C4(hXIxSb%W!_i~cuE72sOf&D6zORq1y#&$MD3z8;_(~QPY zi^UUqLAEvtwEw%_yC-JCugy(Y=8G=*7wUMgB`dvU)&EDfH)Zx6DG6DzsbpDnT*j_l zf$A~FC*N5`JnQYv-F<0yQ^3Mort?LY{9L1OHk~!IE_8zV{9BUqU!A`?`Rqo8E6d^9 zw*Ls;e7E%Z{p*waAo^x!xyR{w{92>%a&yy?c+n?kmzEt{`is%m?0CP#FXsgJSS@ey zS?kPvMelWIH3&|hn#g>A-IsOpSC*8$P5+x=|Jwa`r2Vb_MRQtH4Nb z;Jjh~x}xmL!Rax(U-#^1+6;~lfmeZVPn>3bX{YV+J<@R($hyU4$2@-B->Nn{*|Fno z&4ugdzH9}>NEz?B!&`Re8U2Yner#Lp%UH)1?r-frueh5oxApg##Z{m{b${FA{`K{7 zU$f&)0sW`qtS?^&h3T!*ivGsCrBWY+TB@$}fzdnT{#&)r0(YOcS#|tq)1JyJ=OjGs zucvOZ6l&n3b+zqW?kNQaAtei^}YEQV37#Z1kx)f&iyGZXmjDDI{wLLKZ-c{ zYI&#cdfK{dwRGvB*`jaP-Db2)h7_J0rYp;y)ZeO-n6<3xY@bZ_`kMW=vF0n+-P)Mh zUU+8he8p|d^WrzR+*+6Yy70vx;a0ysdACdUp*N58?Xsoie-|j3?)F^3srB$l8n_-=eR*mYnKJmLRTwnKYYpFru1p(jJ(^V=j-OUfLDqpfv@N8b%%Ne&; z(&>9?3pu5}UE>))vlbR}Bt4$Sz~7x`)uRC|FmhUy;`BQ#FYWmvB zYryxTw8iS8&)keU?iahFP6qv*_6?U1^W>l{pLk`H!k|O`ff_`j-acMH_x`3AJ?_ZnSuE?7%`L{vQKw_n0e$W>4s*CqG zo8Od?cDnMkd0*MG_27tJ{ZZ@cJE?sMb}w&i)8^IwU_a|$sq+8FwWqeTKRCVS^xsWe z+S%XjTlXzLZ?pNd3->=5-jv}tHk`o!>(_@5cb2py6bamOvgR|Xu41Vc{ z_*;E=>-E0R=<4LM2Nwh1ak=l*mVN4HeJa0e^-PlXuXYIJwE6z?n2lYP2I_Nlq=4QbyO(=+Dh^tsQ>Iy5iK30#ZKn)N_K z+E=2+AlUbYu;33+@G$rH6~$Yes(q>P{Z?RIaqZs1+Pc4MPd@wMI(L`dG)Q~G{FT~{ ze@46W{%%>LE(^-=?K5}TS$}$Az~6e$b4&eO3XHuF__T*yYvjcn#axdI$ zF64{l7>J$uZ)AB>#%^BZuML`V8CeG-cHP>-8tKy~~(i(p~1 zlBJK&fV7>PTQTQ;%#DPY8UHQQH(CC3yc|7&U1?4lq_uYY;(dwVPs{H92sM~j0%{z} zW@sH|vp>wsX95Zvhu@mD-j6e{ zy~)iDuPUFjl27{Ar9yDvJdd+Em+zFb;rq2F0b@&_W%3={s&0tI_(42J-OL-V(ms4$n7igtskn3(n@2 z&E0bm(n>5}uu@3+kBPCx1(_R+2bgWM*sE$LCoP`4g*7N=Nl=c;t5=SfXD;LR4L4uK z#=nIzO22X57m!Pf=S2Rx&TC_Fjx~Xup>H#LUjOIWqSC#hpZkmF=JXw(8D$7+TRiqz zJHzvL!m$Z=OW%v%ss^`9%NMK^llG2U!vKm$v8^|LEIaC^J;R~9H>7(bxSFq6uu^RE z;x={unw_!bJNDUuDn#>QcK20B-<a7Rs0pcWa}%;A%~>5namSkmb~iq{KC7UPkfj6x-I`%|MKLs2!X1@Z#<^l z07rrEY{BU%1`Y-MBGNy=6|dP@zCCyPzeL(!O8@&I$?x^?*{#yO=Rchnnw8V{cY#=* zidrtD+p_Y|{F6KekIKu;K;_IYN7Xs96+7i24a4^Dl~MLvj?d{YE4BYnrTn!@d1F4J zOkDRh{`3Aj>n7LRy@fPl-UVzl=kiyBjttdanCD|B_20bdzx2x(i)nTlR<}idJN%vR z`TIpkQrX?dMmNEA)Yrye`vWUxRLlgA%)LH5n_H%r`-^>wzuEC-zvahzudr^qt_N;w z3IFLy?ofLy;<4>Fs6@2d+PFBl^zDVR_0l=3)XWp2_cNZ~`RdZ^pD~#-T03s1e*cp# z*z}o6i@)}E--b8$AAX$j>2;#YRSUl7;vawaPcZMbxaB^#!A+(!@Avs-KP(+hm8!vQ znAi^kG~7R|60OaEEx%xw3cOme>0cu{}#=Ov(QzfQrYa#!PY?nhr!S1No>XI)tz zI^o$`g=dVH;x71^eg7<+)5WT|e(uX`@n5&D?%kG`_-woCESBl3O1|HodM~u)WRUq6 z`}OYK&(xm2Dz&^~`p+%{_wu`s?fqBhuD)`uas}J}=>-oG;`rm` z&$C^#@87pC+oLMm!-)6erYp}XxDq#AS$0D}%{z0~tu2xd=h<@e)OAi$mjx%#giTj? z|M;7JdtMqOwfdt?UG97RFZ*o&R~i2-<$L*i{_dv>72bWjv+MQk>0GPp_E*UE(#PUGcN2f#{Tchu#A%lF z_m$hak|n>_DBo?DeOY&P;-71R+Om7Kwpz|}zY*d&JIQ^9*3y?*mp|J+t~}y5wZ+{J zT$WrHT;_H6#MHhg=dC8$zw!7N>i%nc-hcJ+kie^RuhYZd7{Hmpbd5+0ib8&9B^I z5BLAhyZ(H;^$QN;)!|jw1=GSnHuB6bP5H4w`S5xxqkW|*CbA#%u0FdV_$(~9Yq{XF zu*_YzOtuz0o+BL*n&>_wdhey(eFob>K1}(uM!C-MaFF}4`z1^2Hm}}VJI&y;Wt^n zZ?(MT&5m{j>^^nr>N3rPXA;c~YS_$Vf0ivRmt9zOweOGrXJgCdFK^Yo*tLvx@2ijd z&SkE66|z*YZEy9ickO9^B3JxgleEtLMf>5`?^@#Gwo0~rU*5Z`ZqLc9w@!rWKUbT5 z*jx(awCPH3z&+D#9~K{+e!KMT^p91L2;hGemTkWI%hvCSYi@tO{Nayx{zCb@qlfHx zeWike_b23+l-;QE3Z4JDO5*otn@6|HD{SU2-*ElV+2p#t3---idFQ(4Op7ngdrR53 zWczN__Leu9o7;7F;jOEEyPWj%%XzhTLkfl0d|%hC-(pbc0ohCN>q1to!L+OE4_Mul z`R$;aefHUsOC_MzW?GBqTQP}*I7M(?DP1t>>r}DV0V&|61g{j%8vi|bZ@<2i?23T3 zD+5wtbuhR0o`?m_UuV6zeQVv9b$nNrUwfLl46>~voIP{aOa5;=nBXQyQauVF4- z4he~}9WmQ(mo|M32IrR7%%#gqD`%~QY#RBx@cOR=o0aw3Zlx5zVg9;s-mgUFp1*vrW@CeU_d{?A;X~*0FGx z6dV?=jlMng-ql8}i{VjgoF{@y{MCn7Ts`>0zrOuUO7R-z-CO6v8|{Z*zRbJcyZ_^7 za1$|Be#O69C-H&?agzP+ zE|vW;->P({|4Q$(6F!>X&p+_``kehCOU>rLKhzU?(}oqYbMO@^N?*&heB&O~0E34k`2XQ%D>^tWg?ABza6F;LFB@YANk zeFobPzrMFC&8FWY>o3zmx%I1Rb1qjlNfB#PR#=Uwz{Cl?%si>|>Kjb(U2HWuah>(kVKzxwpPlL}uQf7O(NdlYL+8 z%UI_Xi?%TT51xN~r{`CLIkqb||95R>G>T&zyXAqhgM%52#3L3+T_hbp7(} zg^Fp{H~8Fvl%8z?6Eof8@;c(LY`QYx-R8EE{aGh&Z@F-6g>U`;BPqo>9J`z6E!*t7 zQ86TUmdW8H>G-_sA9R*L`W?Irvo81Txg)S&Ds83W&&_R5;!RyXFX;Wa;NQg^lh1xs znpPDs*(^Zrm1E?tU4O%L?BmoDVQhT01u8Ob3l$~`8Z{m9}N zn&BL(0clI*wr_5IyH5N6>01y#+69Q-;?UXxNs8YT_xir|IadB_<(0{2AF3R<)b0x+ zL1U+j>Q-+hWV(l&;i9e_i?RyT2}eoKl`ESq$$80Hs1Mf-A^aSOY6B7`F`~|HtW~@GPT*i-Fa?^>~>zO z35kH`;k7^dlFH{MJXN>a_SWnDF6XtGLeHwEfeVoxb{WOClM9z{%4907`(!`+Q9JM4 z*C#K5B4D;uzOkXhxA_Yp-S1ZpqDb1T_C%gfS(DE6dgh9+DKDFsZT9^*BlvZudo25N zhTVB9{_lf!+7<-Ao;fGo=KKfW$!!bs&%ZXWu+e^yJoodB@Re_G?>g2xTPChIcXr$7 z%`4Zgs$20#_HO(0^Y2xYulN6*5cK=kwxa73wnsml960-5_?eT>ZV0S06Q27B;=JHq z`+ZUgE*npRda<#ND{gFI))xm4ueYAUHakVz`1p9CsT@bI6~)kuJVI)^R@mw zJi@?iBQu2$RLnI6T+U>V(>w7Y(y@)7+vv|Kh5Yh^>W}UIez|$_Sw*bl`=)eAcYSN7 zUq$tzyQQz+Yu7<4Oo3N+po}hQpMBy-qVuu)CQGh9>)Cc}p<2NT-O?30wHHdZX-;Wh zy4u%x#xecvuixz7VGk~iHT}I+v$W4h!ZOZ^t#%Trug)F>)i9yUbT7^`_7$JC&Wv~7 z%*4hAMJ?dc*eW3TmsfYGh7ouRWNF40D+$M2O$xc49)J3m@y||@U7?WrGV5~2!^q#; z++tdfGw^r!~s8)zl-y1C4{I=d!=+ir_$+$a0lN%AZBQ$d69w@lcL8Q-q6 zo}+#0*tXcr3Xy;Am-pLeZsb4o_6>MZX!A3R=*Jd+Yg$h}tEgMhH+e5?NXh$O-z5F* zub)iMt$+jx`zwp+gN3k^wa52cPVb2?o5j>-KXzPhzIOBVb0)DbriFjMwT)9xsOOc; zA7z*M;0CvB=_;eQ7yg_0n)BIT{=6zt;?JVc`*Qik;m`klJ?(mXTW@@PP5avKce4+E zUX}ODuDs5$oq3zxzHPDmzSEEW%C+?mpJ4v_rd0il{h$&5rhwPr!KbhV*Dm+%I+nkr z?D~d3(EeFn!0Ve<`ZxPZC%0eOlV?<=`-O*fW6k{~^Pg|on`d<3e{Hkrwae>I8iR({)~0)}Rfp7_qE&^=JpT+6 zA$f(%X>I!JJt?(v{hxPz+bZR3{NVg5KL7R2vCB8gpHI5_ukZHV$2)WVzv#h-jB_K(w~;uMlZJgD>EIOTWlk(F6-)>#OBVDj`2MCZr4}&Xa3+aK+0)r zx^>;P2_HAN9q?MXN3qTz%Gt`dy3DQm*U>%dvkyP#2N#iCPZM9ha^v0JSGO}Z{r~!3 z;DMN9*&DvR_mBE@F9@uwe#R)icKhx&b$&=c z#B$~gk>3gx=ONoouCt%5E^`z3b$qRl*>Sso_n;WN!T!qj?TY5s9dFh>R5XRS^c=s+ z-`|tPz#5ASj(v6fJa6vDdH)X8Z?gQ>Smh5Io3IObpXttv<;ci*e-{r}&R zqjntkHiP!I)LwX2R_4}Ow!p=Dl?!w}h&gnT+F9nh*sZ(IS)A_&Pg~hdSUJDG{!)^B z%gMQr9J6ggdU{L}JKGjzHAq%tgk-fZHn(oDZ+?AFU-UCLEZ6a0X(&77G!I(y^55cp zGxy`%f9xktKD)vG${HSh%~Pe{u4A5i6g-0ZRYi2(+=BmA@Zo~PZ+Z@YiQlI-`*Ax{ z=?vMqJE0|H_iN)@jjZRVCV;BzcPb8QWuPJ7$*Za|f-ajThnt@Kf9}iMk1hq47{P-q6FaOxayw_Pin*E_w(O0jTJ~^9Mb}X^%fr0g- zU;h?^%l(atR}yEL9Ci-he`nq1|MxyZ{H1s$vCPk_FV?)|>kZTA2JZV+o|!*5{CeA_ zRcp_MAFQ3ad->~iRkl;NuD!kOwfq0}qKZFXCqLSGai8V?=YI(z7i?W!Uz_~i0pn2FyucWsdmJECu>74{@IF2hX7q?zSxNYkb-p!vQCK`lq$S&3G!r{69; zHrpLMZ?~Fbu2`0P+&Yi%k*>S=wI5xV5Y_%J+#Q6Wm*_ zB9-vv|0PJdEal|8Qnq5JVqI3oLdC!Byf5poPcUCUt2g}YgHYqS(z8~Er-GaHkTIcV z{#oUV8coX}byR7KAKzAI{qiIJe7YqpN44Ic_^`Wg&&;biXI7c>Og{Tj$LXvVXrw%{ zWmf3qXD_6CO;;<2wamKeb5_gy|E`JikMHre4Ap0k`o6ec?ZEcq=k=DF%|E`&H~BJu zLGYf#t3QAGSX%CU^;x1s^VHok@#c3g@RrtITfZu(_It?le`nWzJGS=MQ&zRvha;CP z&zrgwR(3`7oqV_JsAgOaXuR5_WoiB06WzRp6)P3_^v#ZZ%yPc>BrE^Ps`?{mQi?6w zH-IDKhJaRhwRU*n&w$;pd$@OO1WjpQ7pOAcBU`ys@oPHoO8Xp-zpLB!?7Vt!$5pvI zS^jsk{Fisa>!9>Kf3Lo?s{RS74Av=LS^F(+nwZq3nrjoD9d0w(pLJq()Z5;uughP9 zsvu>9g^DGQG;V`R+Fq-QH?4QSHkeC+llgUltg!0!UfjH%^G#K1Z%p{Ix@}MA)q5SG z|E-Uu6#tpBaQlVL@Ud>qA5#jqUpOoSo0>bC_1-sgq2k+g-c0)(kKe1?_EcWIR}uQZ zW9G?c6?_Zhrh*$OFS5hG-;&zbTpPJ4^DpmD|6QO_Q!OWmW~IC7qA%^%czj>o1=1{W zN^Vb<|6b@Y%zDr;%u2`gSq&G@_g6tingmvbzCG~&%1*yzKi^o>So3Wc_|rpIU;k{g zdgI#PVru{2In0-qTfNQJd`|J(`%fNzOp}N^@4MpI#>`va-TiK?`))Lsyku5j|(Ob@w~%f>q!+yxMFPYW>On>y5o?f9KY(eS0%#{r~;8ai*0k z+P}=&Y|;0FW5V6f>sKnS?`%z9`z!H7{0+VXyZ;1bKlglMGk>qW{cY1HzAL}Et^9R* zCn)?^g;cK!flL~`{+FE5F?&^)xZR&rW7V`Dmv2DKM2F5R)?#!aon!~%yc|C%dCtYj! z63Dz|_C5Awt-q80PCmO)=1RyW@Vcm}%i_&)-PW*fox;3zidw5QFWbYm@6c8d>)W>P z2Q56~51f2^PZwWb0BM+H zmtl3eWZ_G%%lfnT$*tl`HFzg<%3*%NkxQTkJkO!I??BBF?dG!OzZ2HXt#`VgQv65G zv*$rGbbx7>t~qDu7R6cHj%_vIY3yC_eHZ@~GrmK6-$C0Wg10u`Vt*{gUeL{4+Rbd( z0Gjw%#(now*5zgIoAX8AyZru@#Mvv6p}ZniW<{(_%kr(z4GV62G>;zCaII&Wo6|R+ zD?}4sda(EJ-?F>y>Sjnu9;+I#&|-(=j8N;o=iBFA_YbnIdH(ZT#pG3=|7$P(_vhE| zsH?)O9;AhYm41yXEM610UFrAFH|@tiTTc77bwY!zpH4A z|3}7H%ODVfCd{nMb3RTB+5MU?d}2Cis&kz}NLb(5bk>iTHU&(0wzlUt z_bhX8Nswv$qusnNGU34012;i~E3293=38<#ZHA<=7$buud- zq<}}WEl$5V&7}N_8$3z&${{_xuj!EvWbmi-g2?j>k>&dfW`b)3A)+i|<}^?7-4hvTu`1yH}? zMKf#w_}Z@zdi&V)In-zW?&qHU>;7T*u*`0;EmLooeoFcSNhI%nZF*~#)VjxBka6a0qx@(i=H%s#tIcc1&Ph5_6Y`*pzNnSaz9=bw?zpgkC0 z9fKy@--wpqGi!@wUEG8(iNSA}gD0EB=HA-&VR!p&QyZJFFxzH>ZQJb$+M4o9VdqKt zH*5Lt`QDN_&ws}EQpq;WZ;d-WXS2nd-(9ykp7j+>*Br2}(@#{-?<%59#x;%tF>FMPc}RL+S8a{i0k0H zw~%SuTvq$E$OY^EtYY(LcaWbkZ^_I1^S9h+-!xAIbYd<4qyon{Sq^?# z;=7UG$Ny5v*31nD*0H+n-|_|KOk1!suYsL;ZQ->qDY?(If2Du)F>AMiG?)U|r>!&V z-4}NwHa()g3$);HwjH<&{K^@YB!4@a^IiJC#rUQSzt!yM%wP-l4c8$vwzdaa#Jx>& zn>I7t{#&-R+hxHfxvp2r%l)s%Pb9~pgYyWRQ*8J*wDtG?sb+4@c&%XHX<1VRR zdh_MGGhe)VB0k5`=H9+(tFvBx{JLpZZMDGE><%@ZY-OF-Qm33-!2{l(0uoPxR?9dx z<~BTFhKv`z3W$&7-nR*wqZRkc7Avb}PncvnTi^3CyKnmJM~2ITE-k5ad6`gtSKU5( zKFCwMoBft9k^MRUifQtzTN`s{T~|KxCnmaoetOrg?AhDo;x`xnmHM&!c>T56`K!v_ zoV%=MbKud3iqd(}as3OjXJ23Z;?wQDlIs*_9bD6UaLvJlYgZDWjeof;1K(TM9V?@v z<$k!G0(D_yD_0y`!`d7P9YDCSSGHua=HIW^Q;Ka~gam^YCCZho()7I*esFoq)hVWR zJ^{Xw!M-Oi?azBsA9Q!F{PVM~CvN-s$9~VDg4JGq&(ovqzdU|z*rvP2^7+Rsi}fC> z5-rvn1l>=ss95^^_NsT6UR&<`TX}Hu>|g5?XI);?d-==%6O+$ww0SeF2)?@M`e&tu zHfh&4WW9q7Q-2Cr8Oa?4Efc>wPM)=O;;et`i$J3eUcTSpYodOtFRI-ctG@rvX|T5c z`d;LZNKVR?P@3&fUx^0y=q`lQ=1zO&_BWvw#(>2E+i?^OFFb|2nHSzz-bNVy& z&rhqDdwaEV?zgu;@9YUvKD{&VSKgXgx5^LZ@5_xBKD=tmIsLusL&IzIW$Np?*REdm zwtnB_u>AccySp+z8%RHP_-m}EHaod`1v9uw%U`;n?DX^Lerx&*7cfWkFIRoAbr z_90DXhkVXJ8$BJ*-fobterauWQ-fNIZo3xaDi z-TyuRbNhU9o#p$Fe^!6mf2OAT&)0|+t?;`)<$aBREL~pSUv6po-28IYo8KGH@4MZ8 zyx!;9&Y#=f9sBo3tNOD+>%z+7xxIyR>mI#IDgJSA&%$++;eDqc2k*Sw^)>xAxPxEL zyKvp*zCCv)e2H|vl+Mc;v;304*;2D(rN7)eeaw!3nqj?bq0N=jO`zelyVHKZVf{Z{ zHR$?}`L*-<8h%YUYVbcjcujwTH6$itl(+nx)hoF0pZV#N&weyIyJ~o+&rVWa!Lc>^ zoT%RibC*@x`#D}*7QDc*N#)u9oUUGhv>a%q?e=8*;XILL@kLdeEal3qbT==&Yy_#b z54q3Xz5VHY;Sb;i4)10JH)pc{TmJ5R|HNgPLFQj1Pkrb8F`+0t{P}UeckS2gU9!Lb z_<3!$*7vWkKOTSHF8U|o*~fMHw?40qxgT0<{KWeA-7oon4ZJS@Z?V5AW3O=|_Q{v6 zkdfzHsX67z4LxnM!9&k=0gE%) zYO3S=FSYY}@s$ONR|?I*=+?sjD_>t%jlW;IKHK%b^yTf#&qwVETlwnOs@KsGRhi!_ zO5<*ag%*EX^6oaE#uUUG}S0|U-s_d{x1f{ZNR-Ij!RnGi`WxWdf7stxgKFsa>bt@yR@mDT@)-`;*)wRY96)$Omot~g=$`?%2C zdHJ)-EbR4)^JcG-FFd#W{-1(6_j=o_CUgH!JpM0_FTARF@yQ(*S@KK--G9#a{kX^B zE~Klx>~4p=X4!S!bF7edq|%k%TN9^iU#f|i_-u2R$^O+HWsj?j?p>)bos-k|cHzA# z@I<{MVe9U9e^QzuiTdrrdnTOb>!7W2yDj8;m$KC7*Bb^b1U>38|DUMc(cT)uRpSC`_u{LPN<&-gY)eimfu@RvXL zc=u10e2}{P;e$(-b2__DyBu9A`}6MM12$szJUnJ%_B>~j|0E_jR~64VdBX1h=l`G% zWQmj-q>qz(%Y4J6nXFke^uClZ$kb~Y3QwI;_T>9~8;~uU~#v@nhv;pDTg48vnn%y>Dgl^x5C`Y+Le21T zUtix99s9rPSM}7{e7_&a8QBLDY=P>YJc`G@@9VW+JX_0Wh zdumej^#AMj+lGcdel4h*K6&-B%wKP=SKR!|{b-kr-0Na{p0^iDW9$BYD2VPbZ@wYb z{KDPtrVO`ZdN`!(3fj`Mi-}F*p`(=9ai@UB8$pdX%nrqW*nZqAysK{YQf=4s-Qitt zZ?8FZ?Z!c|HwoT4x9Ux5Z-~rxe5>FcKHE$=PIK4x*5zDU?9mWp-v9C43P&IoG4GZ&C>y8Q^w!ZLi(K5(_${#D$QeK+-md}za zUunH9f7S-mSr`5*`ARADFJp*a%n%*WpgZ^2jUd(&@ZA=nJIb2xmOd8004Yt1)y=&BU-~k8nYC~K?klo) z%=cfH+W%blcuKL&jw|osD=_DYTUGqb%U^wLX$^Qt^Y`hcP5n#no7~N;y0i4%gMBM^ zUR$wK>`IKc$Te`NoIe$Ec4Nub%vAyRq!Ny#I)Hm$zYi}>>w{~$u`hG`wG8w6tClxq zp8eZ;B+fRc>-e-R^J(kMd_TN-qi??9RQWeg_kFQ1@5<|a&4cCAt?b*YCuhx_nDx(Z z-^phm+HVK0JO=k1>t~HO>x9>x1#dw)8?T4zwd8A($=4bUUw1_PI=`%<;H8euH}Kvi z>xzi?({Go)zWxKUK(rJu#JTjL=; zQppR2H?}|BuVMQV)VKV7cA}96E6?3n$@eD2{cVW*TM}slPk}i(5w$Nx+&AI zyVr5s;>qVDKufeUvp&>`G9Tdgf^XztjyST zYm4{6?FyS;Kat-DnI3w_KmC*@Joz^NR$FeRy!?-^HYm)4EUyMy9)*r_Z)dr&y>)fg zM$mGk@9o}qMZBRw@pj|c{5&mb^Q(=sPhIg%eYGqCTvEJpyZUgWsl)U7xpkMeZ;gF< z_P#E1s<>@#I<$d0i;eBi6wkU&gmwEm6nX?e?Oa7g< zY*U~`ozv@-Vw-JOe4hTFzj?Fora7ULzVw|sV*V#o)^nwix99Kpvkv!GW*uVwld|uw zS^2M7)=T^Zoff(?1{fW^GIv#b$m=<4CTS*W?6`f+Q~%HT_|mfbK}JWfbgwcGoj;Q+ z`S!$>8Ye{LmhAG1?bo$6n6dS4#%++U=Bx6}Pv&o{(v~dCt^c=bv-I>yn#;q!HkOk8py zWJyNXO8u3uB4;krTqYM(>i6D6lSlQH^z=n5JuZSJ#Y6K~*%^x-+vXe`xIlA_W8~6x z$EPjQyjHe2w|tdc5U=O-_!IVT3*XO}9Cv&E{#S2~EzRj#3Dv~5JvlgVgJ#c%&{tIj znzOs6_!^cjf2DYJme%XYnM&Iy$NfOpacmn{#~Pj(kTutQU8Bq);pTpyyTx&@+T1UP z{{IP0|E}vA?6Y@8Rq)rDD-E{E&gyD<=+e4O$u)Q)!xHh_-50l6hw`svGq2zks*jS@ zEVz{Y`*Zl*yE~@%8h%~$%J*vevQr0rWoLUe`6llDrd4XXqjM9&LypT&ee&PEB(CV@ z*1tbj`@M@iLyD;m_qjeUtR- z-=43x+F2~T6yd-fvU9zf{8U|+3oQ-qG*}`YYQE}Si0y+_e-^!u*=RU3&h<>)HAp~| zz=Q7Cw#C7o7c}=Uhpl|QacM~xJSALTYWm6FI(F5Wb#Fn*=W&n~Joz-=zPM85g^1m( zu$8Y5E-ejS^VaS5yAazYQfuO5RsL@|%D-2A?>77Tt2gI*zZ419Uv)2}Hcg8s&wcr% z1;IO1ziE~JJps09#jfD56IOk#Vy{m0sG1y6_7IZfE+LZ7?LI%%oxS@P1$SOr>GDz} z8y4cL`2(iZ-%2_&@5`-!e?rsE_0U3r>G6a1$>78=*K3L&I5C7iH=R34eA|P{diA}Z zAddTpbxrVzohAoN9nq&Sej#@DX#(+;GuoF?>>ZxRdD&Ai(Iby_u!M9*-FMn&5+U_Wcl!t{y z+rjBEKbK$SnhePoPtKhc@rR|pLl4R-w76|rciXQGy58*Fz1-+%u+QCGLvV8EP7e zys&c33$UR6%2%L-w6Z1{Rq>t@ z@iQ!4Z2KORh8CZj@^t>Tu*aGYH)NG)&O3$Vn-^sjTJBHhe@@fh zcQGHAcOQN$@AvY;V(*_K!S*Yw0>3VMWgMJXVr@5-b^fU?|I|~#>H+WYU5cba(jzQW;llVhWjg&EN2=YUtl9OB=dYwuj8Up8fkt z>&}QT#pahUE^X;rIX?teHtdpJc&bG7j#la4J4;)-w%&yVnCyns#E!y(*OO$of|BWW zJ=YLeX;M_+-M*sBAtX|9m6M=oaC}f`^J#FwJ@@!~S^0v*-1AW~u@3_lM{6ujdZiu; z%|tzU$5(VEgt!{6a*_mTy1Lj~QZ$%<<*tK#W``zRTJ-91izB~YYDlXQ!Z&yN0!0t5 z=t=?$?pv~oeY%krs0fa`oLZS^_F{YN!wZYOHAPVZ%`22;>7lJftFL^05#)9Bitnnb z63wMTS)ao8zCC6CmTO(C%~I!ny{93qMF@ND_63VFmUKM=3+`L8>V52~l{2b5u3E(Mmprcp(SHWtOyL};|j;p$qLR%-Ta`F@nHox^5lo1L8rs@6P68pvR zEm%Bs;SyNx5p~AJEG_7ODC_Ai}hO7GV9QTd!p0#O7PsC{BHv& zx$X7#6onN&J$de{x)ee=Si@Gno;h>UDktrgGr)yUsOfe251Yl7JXim+fNgryDkn#{ z9-ch*Rb33Bu8pgl977c?Ub^0f=F`M4H$>~LRxbH9h0k`ENQmLr$*Z9CklS|VP}c@6 zo5R^tcge+at>R)0g=9Cey*xu?>;CR>dxJywemGsbau$s2Sx#^ zSC>d`Ho4&{FV4zmx{D_y5Xno|OBZXu>ibYKE%a4YQrd#9Rnl)OL3QhlkV8E6w^j%X z`M<6{yVDH@rZiYKftX#5AJ?+@ajN84dK;ag(mq%JJ=c2TRgLqbn7gNk zu(Il^`)U5n4QYX|4;@(OHoZ}66`}@zF)gp8TOyVvH0b(wJ?7A$tH#F6p&_sR zGObPIs-hT1>}auHFIjL(C#gVmh0&TtUaL;b$h_UV4OCp4R&3=~`SUU()No13ii@Tg zY0j-dYq7&rP^!{jxhi`4N^l??y>7QeQCjDM-9mQL9U>u;T&rflO2q=}fK-+hMqDA1 zhl=aGL+|er3E2p4%DAnT-2CUVVOGG=x*MRD!nLLFlqw2J+-?n8EnC5*LO?1<4zyah zto?SW;_rhGg8Wi7mK#k8Myh@0oZ|3nZJ)RzHs=(_f@BehL9SQ9MbC1fET0|U-?0CAd32TX-zA^|JG89{sp#Pgkz`!e z!xY-KV8#8QtNpQI0j`i1$)5-Jrv6?w{oolNM{xKcm)I+em_i;p`ar!C;V2pkYG{^* z)!#Cml=9GwX}QUZgG=X}3h+A$Yd1IFF4R)Cm>M|e)P^RlRp7F;2waw~l6c3g=OaI% z)~j6(RP6ooyb4R#U@f9~7q)uEf=bM`BCTbhw$dxHt?PoNCjCmO^=g)jIkl4KDN@yt zdwk`Z2O&GQ-UGE6eQG^JdG&(9Zu6V_mrXov^1mPHn#(tVLK>;)c^nc}pcT`;8Dh^g zm_0qW;-jS|xw{lY?9oBkW3WSZ`KC`iHb+Cff14 zO)t{&wnVKN{8Cw$Z|Vw;bXrsw{8cs7b{EJM6ISVFwdZDfxV_!LYr6szXhEofrfnfA z7r)ahmS68_$h2$0kOtZ6Zw)^hxHq$fo6Nh=Duo$r+7_bI=B^D27r6v74cq{3m{)s2 z{(sBiV@Fpyr9CXjs?c1q36vWkjqO7p$`+jB3P=@Qv1!YqQX5#`?P6m{T4_Qc)@em`JdEfb=O}yJp1K`pfKdh z?p|MLUU7feZj^2m8+_! zgPZi*Y?oy1y?npC^>Fm+bNUncZ1;$STXwC67YP;CF;AbYd&~tE1UHmwKL^FAR`+G8 z|Ka};doTIHyh{t)r+-4us~^htoVwV1JbdNr-5?2QVCSrjyRRu@mR@t;dZ{zNzG_&X zkT$$&b+0eN(s9ikC9oi*52>#jw(0o;lU%XBm@7gTf~~%M2ueW-H@-;A#x(`r%R^uN zdbjihv=Cvmy}rlu{$8fYsf%7;m30m4Q_^;y2#+70{Ps0-9K!q*!GiHYR}Xt%nftBA z#4@pqA5}El<@GY?AA|BQ4bI5 zt-f;gLzUOs2uRi7aNg|Y`n`uH<{nBdSYEQ?;a8Dpr1nVL_QPRu3EFqslBVuDwbtfn z7&vW%!r{29ar#3K?`y1+<|S$SZ=AaP2CPLQ3fA;UwiTp)-hrjCZtjblJlp07_f?fE zPXNd3(J-XW$-}oBri$O-Di4iWx^5bCRo7Y@-OZ4`Q02w1>pyK0Uu@4_<+avkY1q6V zMA+T!i>h>7yJu0@yeZ0mr>)voskt=?)Y-qVSvKSmhx<0k;`QLPbTP|+1&aL*i+O~jCbrN5`t(xfak{1t`UO5$<1uwY|-wxE)UokcO$|>P( zUuLh;U-|0c($+8^+a*$e74pT{UT^ez2x`qui9`xLx9!PcaR%CV_JdnGa_UU`0?zl za+srm_MICQQ+MsF*4&)*%B}j|$|{HReyV@uFC}(gbbZrkwAx{2=z=py$sD9-^@15- zLH(7lu5=k`FOv)MZFZ7L>^Syvy(?G?YVDUM%Ch-Te-^mOkS3}DO%H~zCks7k6)n|y z0%|*ILL3LJl3tXZ(c(xG71_+SzcAv6(|;+de|$wxvS}I!mo{9 zvAp`h@t~G%+w_&}Ut}i5P2=Bx`a#?$Pyx}45paP9+IJW#K}C@hQc)ECg^Ts!2D8Up zOTbw$O%xQW&}R3;w=+UT&S+_+iE>*1(haTs9+Y;p3LM_&UcYxeG;y(&?58PwwtKKx zwR**j&?V4-2t6`$tL>63@x{T~4_7>1f1bT(N~G(lHA<;ruuihU9Kkbl<;p z)%&HgQz(PC5dq@=KkMyow$B1cn&b($#a=0n>LhrarC(|cy>O)3em2}seVm}}nRxNB_ex}& zYOJ$FS+{m|MY(#do$+hZs(rPZTa#WXUKRN|QT@{)pTNwcnz~gLn%lZSr7|=@d?>r2 z#g!u}3K0Z1a4R&oO|m_H@FeG@!1?FH*7J+V*&YyyK`M#Zb})wrHfYxzk65~nea5vY z!_vjC^g?Y9?0q%;;4g=V1$wD>IKH;{UHK7IB&xX+mTjj#o^4e$mF3~VrBbV}gnm17 zWqQcfADck!{1-QMqdJiXLyOsGJkmyL?K71B(BiCVRsFmA%2$TVleCxR1zlzK`8f5BCClDp;a0bjL~Zx= z_31wi@BD-)BJTIas~%imFuy7ERaK4Veyk8c^m zgchi4HcaL4044L^K@HGku9xAUSwDSqV&LuRs$3g{SR;_CLa;6d?)?+i1zrEH&l=Im zqyuj7&l20q+Puf$`CWzG7&biw*~Fl&39{ac#dvQ9ta48a2ve82DQdo>R&&4Clz5~_ zI=20BxaS9Lo==cKNCJ&)?VA#Ra^BqszncnfYzu5&HQQ$j*t<{RkyKPue0=?;2jQL{ zSNr@7T{bn`2Qt#|;wFEV`I6*~sT)GGHTlrzIKRw` zkG(%4M^TM+%~aNXhn!c1uYCP+=?|^Tue2dG=e2VAz2>`1p3L~-W;yfGYM+mx%YML% z@nhQ$hetkGz2*a0P=DpCk4t}m#_AqFuyD+b__V0J{G3R9YS(&{;`QNboe!e(g73gvzu8&VbordUS9+2I4iYY!(@U&KG?f;+}=&*9bJm*W@POXP$ zslMcuG$K0i!mB;%8V>6mOiul-XpDr*f(rqh?ucrP0)37gILQMng^gwslsL! zZ;PaDKe7tId3J*lYXmIM7S(vOZ|Gu(h-6&j#2B`ap&J&p)mzoxG1pD!3}b%b^fPqf zALNnFeX{$tn&KbsJhuAERhHO{zlhSIYObUBiv3XqfuA*XK^apElwhHy-jA|Bt2oXz zyYj8R^7Thh9e7BwMsxop+x~42rtjB&wx~ZsV@kZ}Ddc#1eEZ{Sr5~bVv(^P&e+m z<{VINIy4i}_D}!Px9HMDH&Gd|Enr>HQN?51l_Ol`jx6T@3+k`bVmS*QDNeq^YL)PT z^ZW#hrLO$?Ps5Q4p@(mOgbMyyrBN4}!6+6C?*E7jY}(cylDn<>XQaiN$PX#E!L87` zP>ubt0#Eeu?Qi~n%@4%?Un-xd5|MB~kxg=W#=WY?Ys>ZIZ|pRE<;)y4O=MEkDSkDX zSM{HM#6A0@K3!k$eoWmmBfcFk*<%*SZ=LzBi_iAa8m;cr(kGe)(-XL@``tqKEmmdk z-h7R7-oXar9ju=c4oKd6^y%!=bgjn?x9bk9l__Y6d2xaHoPqcWi~i5otn+IdV%mfD zdOei?pr>0Qai4S9!4Bg)N1yuZ#mDU1`Nt*b>H@Ic1j!6Dssx)}SQ(O3x z!P4!h+lNOK(D^&C(MEEbq7)zMd}*j4;o4oY%`j8T6%i9o_xhe z$IHSSEFNFwJd|~-UGyVpg16&K#G-Mv{=tlj>1pq;!} z@UKPDJe@b%U8X2DYVgW5Pf+;O4KvI%Ra)iKqAVTuH7D&48gX=X<)F(E;K?}?+w zlKeK8UvUsB(&LGp$|fGpC#5egC?4#Poo=r8UV-1qNx)p#oxks%(41eNikeadgl4w0 zD3|}>_V9S}zSZSln#Ys*tu8N}7oC{kaIBqAR%ne^@Ai8Yujig-FUt$*{LLP*rkLwW zbE<$)&(}s94$hC*ezyKyy&@5k;DTQZ*6HBsrkk2A6-m-6wd?$0_$cU~YRik&SEnzHcpP$J!Cu+BNw4n+ z?J+f#YT}Zrwaw!!{ODb{@jtVKv2CTvB%379OI>`j#%t#FK>}W3cZ;=U?SrGY4Y(w? zDgL*wlroxQeM
    01GtGSx5YS*GuC)PK7E^Tf`RKOXG)E_Qyy&eH#yI(EO8x~B0o zSF-)qUt2yow_2ray}E>a9Z+vt#4j zF8AaJB%N8>y76T z_6J2*^}pMHZuh;GS=_s}eSB}iZf5IXDzxAcbFphXpCn(v%sq`Z9Flwisn5T*UHsq@ zk#m;E#71zMl3Y~aizC7uA&HtC?Ntj(NF_TQ!wL6`6^+0s| z?yaUvKkhqgW|eUv{_yI3jXNiJ|8-82GO=wj6*}}N`W{!GBiETz!j-Rkx8JLL&73m3 zl#?gomfY!xMIBvFuV3%D?wONS2E+MjRja2?N&dUtP>21U;o6Bau4VXSN1RkX(cCVqUG)T# zzCKsXJI)^Q%D1olDCacC3k5#e7R#pYe<1BBTrXkrak-=L|L6-}6s~(r=&nz7ZRe8; zb3YlKzvt_@r_9#nyCk@E%+hLpS{yXukm4)iW#7qmVs-I3i|JWG(zU+%Ci|M%_TBQX ztvz>CeZ8N>KK6feiq1|KlV5E9qW%l(REcQ;>sQV3V<_~43{k?SX}5f8lF#V2bz z=c`oMypvDoo@PIBbA{@$ic-~|2Va}H?`>NgcQ|nUAIAJoSG<2NuY9$C#>BdL>Gr$+ zN6zb2yu3LsXK?L4c0Jo&`-Ng>68d)nOV*H1foDMu7&Nrb6Kuo)hX-0)E6 z2E*;OKi9`Q)yiFAPd)NjTJP!hQVZv~R$g&prFR~$ebe2&((cK=draBVFfQtZU|lZ{b;SZ-uoCkhrU4FB}Z1THs9uEGOan` zwBv@S3K9PrzAG~SD_3Ox_Fa*gcb}}0Eyp$?mdE>lb@9m>$*>q#KA!u2&sWAxTYsIX z-cT{w@U;CwqYg>GCSCP|Vkcj#JpUtZeChn;XVE_^Fa6Q@Z&E@Hr~Go$)y18Ezgp7F_UELI-qj0{IXSOQmlo9fPemuB4A$GdXQ z-=Ke4AHS9^TXOX2(f)aU55BKmweX7O^)2uHq+U1PUuJgrNR{TvYvIc?`Eshoa#XpG zO+Fe{5Fu+kht;@}xzgZ#ftZf<`u{6-RYgU-inTjXHEnak>BtRFb#DBUKi2a<@yrhp zl@E2Go_OrVg~@G;6HW&jOfJ`xS2(`LjQP-NZnp21RtJqZpy7BbC(^H4^Y`pI-@63;jRRTGx9NVN=qWPM1*$=MydhF@k^16mMF_Jomg{BGg+;ZTmzG!$D z6pc5SIM(?ex3VjX^f_x*Ahl!4eYNzU=BZ1s7#=O2oA-2mo&dqzb)KL{Mlun^Nnkt9GH>0{(;1vtj|qxYWaIUgQ|~rUpMYaC_L78Z>uHywmHnv z=Ng~t|F|m0bZ@JY`urfNr3V6T+~zCVz*{)m@#)>Qe~zWyKJ~65zJANQ6DWT=8wguZ~p5q66?o~Xup3eVf&pqwt zO1Fduzh+#2DljcM;k4m~rxG`q*p_L&TKea*$k+HY9`^nli%2IO`zmqc;Y4+< zG@0WE`jQjie!Sc8lC#_NmBAum9ji2%=LhoNAd~a0PkF8oFD$_jU zVYHwDDC5M~Z77asGnt-@d@%b$Y zubH*j(|x3#9C%Q!c`WAs$yc+dadJjpS^OvW_WPy#BvW=T`PIJbuDM|b*rKvo%+}`` zXZ~S|d~WP>Z)Z)zoGWcp#y3=t7xKKZ zU@Mbhw$}LQo15aZda;&ebWKIfsz%?7*N#v2w``liUi#z*yHAu?t$k1K!;CMBXS$iK z$e+FR>Y}S=ouU_Z$gx;+HWhjv0Ts73$!ynP&0E>E>qW()jgL6G9roPtSmj2c(3=G; z*MH4o()aca$UfKS9j^b>eBoQ!OXr-;jy}EU!)$u|==ROhwIyFQBR2eZ|C!At{d#W7 zn(rr%TEx~os1kak!g*}&i?9Nod44(4A$ri{Z)dTFQ^!>Gz@n+bI?Xd4f~|SvpDyKc z@O|2>AD3sU{o6isS^7c0O$l=zh8OTGYTKLucHzBW3^)09&fBmf=?Z6F#>K$HksBWC z++bY2_WRb=;j^;qf<7n4mb3nw_2-ur^O0|yW{-3#wW|$yoo@Jt zb*;`U;PsmSyfl2B`$4}&2|AY|Kp{PM##va!#$Wd3-4xe|p9h2LkAtl!1Q&C^)MApP zgMV)|Zj8EHxl+ugc;D3d>F4^tO+R|<+rt(6&R%Vpecr^Dw`>xdwQsZR@`FBgiT|y# zEO^sCF&5P}WlQMDTwBF{2wclbys_XZ3)pgdpVIcX(u*?hPuwu)TM%zd?Xzuv6{o4z zu049)khx_0Go!UJ=c{ICH?87U+VFpd&)#K^ifdo%eNM8ye>p)v)1dA|^udM6$BL!S zJn4nB;@i6mT92AFENwbgEcM2c_uCw{>IJ*s&-0U8-SqP^=bQZbesZfj_WvyTWXt<) z65Hd>J=zv*hKDl^viBBNKL5m6#L;XL5f>ZMzH3f`WD8IG!Fh)h`afK)Tf0nm?UBnm z5qVWB*$#@|Ki6rrGj~SceEYno`PLh+?L2n!-Ef}wN8+irN<`O<<2|A-t7j@^D6c$(TSC!EjR@Q3yN{=CKY)AIjxORli0 zn`~&i>S+1?{NMA~t4}t6l-#k%*`4?K!FkhJjls^;YF5?$^y-!M&j$~W6mEEKaidt~ zjUfAUtNmA|EM8`oxZ$Db4e{XT(^Z!xG-q~yFFoT?U;8CA+2n2ZQuF34+c*3DlDDn> zy53P{dYvp|n@@l9-XjNh+$aDw_4=A^8FxwNgKN9DTYewB?3puvw}x36IM=dQ_chyw zyxr%U(ZIIfJ7dY;TBl~|fEx3KFB3PkC!aFq`6k0={FC*QLYf5+DAN0yx%~Ab3l6ov z=bYwvqCo78CHJ=jao(Bpy}R>g^IiF$ZE(?H=K9SG*Qy!nwN5IG{uBMbQFY6$-7~z` z6+XC{{5Vke)$53|uVvi2j7F7mrnY?FgxDX)3jnKNOY!^56(+m=ph64q&+@KEPQ zv6xQ%f%Pf3y4>TR_k`_QuwTBRc3#0BZpnnRnm;$qh&g=vR!6s|++X%IN#Qo1^G$nG z4p#ho0BZK^(Yf(?Q-T_($#gDp!=?DR*fW(M3La_PC>D8R$@MK@+i$b^i~@i3=1=_g z{U^_am-)|)Z8^RPu{?hLii>Zr(K(Rjd=k)NUNAYisI{h;Hfg!PdH z3MSvpr^hS2p4oO1)SGyHWWBuKr&n|2-#nDG;Np{EW$$ZZUJx5DZ+`UZkyVAW4*DHr zKAR+p0>C>R!8kgzD=k+EP)gSN=Ou?k*ekDD93 zyKOG0QM~*>V{pPxW`ndZ+nXC)j~Jzun6j8u$Qw^QdgjaSvKNL06C@^1*5Y$(?ASz=O*(vkU2-ZT9XFuQ49``?XY8`X|_N2_gm zpvJQO)Afjz>s?OjuCx2gW!EnMcKx?Gw_iuru3+_lHdF4C8)xOl3$?7rAKW~ms6W~K z-cL{`^!wta8iyYBSk*mo>E@I2t5jaTM{rf`OE!h+pPc_Ke!cR*`Oov+f2aTCKjzb4 zvDjtLj}zd6E&R7zAJmn$UrSGPtS(-)<1@=?g%pd&y>mXElK-&UZswZ&(*Z?gcKl(U zZlS%ir_FekI{nv@Kz6RXs~XoTOC+tk7x4c)W6eSCuCEi{O&5`_G?Z07KI5fk{*)== z=Z{5!iqG)hMwQH!0>*PbojSL;s{bEDcl4Fd4-gK`%D(^1m?05FRNjAPeBpojXNW&1 zhOU2c!SJwR{*wvQ!39$Eyak}3tS#YpYIDAK0wiIcq?tE2y-EA+y*%mJFDEc+#4Osr zZmGt#ZK{G+DFR&EpJsRGvn%{yRs6Jg{c-8Z!CGJWx2XDmE?JhoC(tPF&$8W3&hd=i>#i?!Iai^azGtHGy^gKB*Dc$3?3vK5Y5SV{Jue)17Uur0CtE%F z@!~gO-vT~gyb~6D&HSwtTeG_G6gKI{hl2i^GOn8W?a#?8&JQ#c4cMN6N)#C;Q14E_ zNQUY3xxG>I{xgcDGo5o$k19D+z#(JF(zj~Iw596PvmU&9ta|;6Nn6C@wGy%>59Tjb z|KG%>u|fCfj-_sXf1SO*zc{?$rDnkt5sCTVw5>`m6mZE{vZj4H_mug`uLtr+dX^lh z6fvH|5*`PC;$3*8?9-&WT&McE#&h()Zg2hd z&*s2^2kVW4ZeQ4Xa86j{QhT4K{eB*%u|;2P_w7r$y8MC3d{0|8KOtuI-bP`^jr({0 zIrOjeLIKa2C(f~ZZoPiZtn>Cl@!Sh4eT~A$4|FC!VA;AmmtQ9S@@1=4x&FHyuP`jn zmFMmGuD4yEcgLk?VRiSrEMEn`fBh$>S-rz<*MF&A)7@Dd23OPXfB7)wO7Q~~%K{^- z3=8%&&_L>m<^>OBBFg4HPWU=$!<8q+0fAF3IQ(Q-)cKm8>Q_uIh&g5NYw_=B&#HT= zl9w0jXG}9pyzoWA!c(B<{~K)!He+7)gYYikGLGislNapimJQf@#IfL!f<>W#PW?gi zrel8%GVb^{AN#v~!AsAANh%Wh*`RTuxHqSxVBC!UDWhX*R2(=ia(lldDgE-wl`)6|Lp#(%f9Mn*~uMkj{^TK{jsg2 zJksm8a^JT$GFso-7nStLgc3yHoN$XY95v z>X31saooqhX|l>ek0x-@uVPUsbS4Viu=-jVP^zj^ce44clMu)k4~_&DG<}Mid6h4T zt*moG-jp*10&^e{%5bpoqv|%_PrkfuP0^EMcOAUVfBS+$MZVbeZ%?)!Tm9rq z;J^2EH~efl{U)(IcHbi^Yn5Ta={JW3(tZxRy`=uZ)zs$uKfz7#$q$ZrZurA!n$flX zy~bDjptEUL)E9c28a&fx_PchaQti>s?CqbfH|85h&OM&fCAWIF{L}xpCKpE*XiK5?hWLi)^W#J|@(xGHMDV&|zjEa`qt#_9(@v0u5pYpK!?%AHfsgX&(_%r#Bw{d!9$<7-=4=$B?8D&Nl zPpuZ1qw0OMB>~h(kK>=idFt*C@VHmMm_Dbw_9~ecp63T<7C$&+S+Fc3Jl%L^QmpOi zg#Yh1%{;T?i^=ShwyftSF+CRZ*S0XZAiU|S;9*UJ*EP>SHO>{c=aOu!$aQ*FzR0zm zXZeAd!4J-8zEwy|5N4k__r?2LKhZC&3BR?=zs@X3SKbHI%8O%rT~o~ zn_JOtaW&R`9_+kO6AIcs-CHjjw$pCvG^vB9719beKafgMop#}o4!?%MkKU8}o~e0n z`hPpx={V1q{W@WLI<83Q=gyY-6zA*ovrU@ zm1eV}>)cdSg&RpB9Jy)&-ryqD=ZrEa#$P&Ey{;#+d_h%i*U#-8~s(8u- z@u`OPr{d@9bg#9%9G+SIuD|~Xs34stBJupYs7&*6;pGRwjZ)B1M&sKA5mrDb{E%cH{P?U~>1bG~u2%gTy`51?9PkJ5~j(kGfH zfQq<#W?mNzl`RUwj(f}jwe3KWpYW6WmCb`1gVU3OG*2gV+TZZid;8&p)zK^BCH5AV zxc_)--Ms!=>DMK%PImQ#6|X(>GSgj;UI+{F_5NDK-?W+K;Eu3-*Y-Y1z9wT(Ik>ZC zMYsOqO1CiH_JcotW=?)^#5%owppZA+Jh>w zt-_q6>3=ePrpE?)Rt}V`Ia}7TfwEX_TbLlgi zADnS4c&1>%%u)A$7w_$#`)cnVYrcC=)x=|2s*`c=tV@$0D0v##eF!gEu_6&%##?30 zs7ZLf5mcmfUzRuW-?CzbrVOiiUlaF&@L7d1r|i#K{A1(&F+JesOs~kp(X!3nuF9$PkOM;D*;5IuT`ZZxg;YZrHKy;!-{-zGm+BgRO@j zFnuuHnc;kr9?C^@@w#yF=WfnX%+2PQezcK!J zn00#WTnm#Wj`g<>Z-^_)VSmI^=FD8}tN*H5lO;ZWhuC7jPqiVoAQ5B1qbI{A-mo=a-j5;s zzTKRH;}5p;tKTsEv73MSJT`I9=8yMFKvkGuGdQdNGv zV|v&8vopNN?lAodYJ|(M8drkrjudmNT=u%SWAAO$%N8ZKEq-t)u%MAEW?n(e zDo02Kl=xtb*sW5Ff1 zXcm9G@(s+s1i{&@6ZDQp2UqudBs+X_%(5ZO<-DLruyD%#b*b;gS=wD zn(wzgy7k%Q=qwBU9ZTMa)dhdvDwc3^`O#HTcin$yNBk`Nlp2@ASs2A1SS1vr!g;KA z2PhFdQ~{R|GeCC4Eq~8=S$M|vsy`Mri(HRGoXI4*uY2Wt-*s1CFI`jiXvdcQX*Q-; zR|p2HH+L8oX#W?g&AI*LXju7U*``)^(-rUYOZz-if9{g8WJtxNMQvTfC+XGr|J3CP3q>UA z4*V`*liuTX+JF$N#%a*#5r1B>D7zoK>>e_2WI04Hs(|Sd^T((3PN-4;ohv zN_b(Tzj%hAh=uB!UTe_glUL(Xn-0l42d6JLKJ_1D#_bX|=^E>~A8RjENSc5wXXjmd zAV|(;wg&66PmD!D?5wp9t{!b#-R-}DC#lUTL6bj;%`dZh_BjX754TI$X1v>7!lvD{ zfA+Z+yObs#N!G@L3!U5MF}p)2Zr>(!?k{<=Ab!@8WC6n|jNX+3h8-pM&l>Hx|9*EQ z+v)22=ZqfiKWns+Uouj^y9bm}B~LZ1+*1f12)te7*WUA|(zSkmi(ko^05+Ycj%OH{ z%N8zs*nQqqNNn%^`%9%-W{7WZ*~Xe&#@ElZd+PmVNm*XWUbiO)CAPZ%?9H_P@H8ms zFTZ*0`rK((j{8h9T&%F6WQCRO3y0%8tp`FtiCv~UPLw@d{7Tem&=}J~0Z{lJl&y?x ztIGVZ^^{sfSNK z{QIA0UHV7ewW|tmu2O$?(&we~vJ(>mc_d`4QZ$&SeNsr#UqKr*NJotOPFNIAvt%(nh{wPJD=Q;wLV(JTgOzXs6kMmrC9+HASOfyz&>CSClk z@72vGd6;va1O)fYv8pa3db!fQV-2vZq7ap zG!)8|W5H+^u-w|){C_KtK=M5O`>PnwPnUl>|Ji8?V_POOAx7!m2443AZDLH9uSw_c z1+7qdtuN2gtHZ)qRh*Cs>Q)?RQ%-2^*k(7grflKbf1Kdi{B09lPp~<{M@#8GNG8wFrrI+UbKKHtB9vA%cu(d)-2_a9x#$jD}Y zeun(h^@S2SwGaDq)hC+7u8LLO+b`+a@R4x`$Vs})(>^84ddM>4B>M@&m%WV-Uj<$I ztq+P<3nnueMrnsFUms=!uR58wYP0Xh=1w=W52h)T_*Hj^Y(Cs{JNjp|?)&RnAGYOI zx*hwYQ9t*?t!tONx0+7bJYUy*MP-7#@uZ25^d^BjR4iwnKzu&;aQGtrJwJ{naNh5n z`(nmJjvECmISo6m9l3rb{nDh{mz~4=7T@0*F8Ta*_hx>-xgTrz|E$}`dR1dZUUTrP z#c$p|T^r}gvGVN=3)_#|)ZWz|@nGnA%^zOC6E_PKK*y}_@2p99p7vvQYue$F`;labJ_Vb1L3==7VWvXB_)-jU{D`ci0{cn!NgvS1p6v zp7OxGqF z-u!uCpVW#8jPiYje+p6S90Yi=@17rl`#TTaB9lQ2Cus+2(%@HCo&Hlk(mF9otlX-sJ_cIb> z{A{j1bKd``ll2=Ta=`s4rX0?L(0){}kz{4*SKAnUlMOQeqx$M~kM9?&$jh|u-+8Ib zWi#V+rr2BY!93}6S2l{hmNA}@vLVUhX-Kkm&0fyLTi-P5tJkg)4&qDe?C$&=x$OA< zut)KCuI7U50GkAE@Z2ejx~QmJ-qrD|gBg^!j_;rLIR3ZrylPE*mD5$93v(1UKV_VL zkbBmW(-KCu|F#PKPf9!oYWK_h2alo|$^1WcZtXBMoE4zkuN&iu;n zIlrs1F4?)G+jn7~kJb*;KWqPNQ<*>gN%zN|B-LJuar`I4}sO0xEh z$Di)|XTU9oAJ>cioCeRGA2wI3EL~{vH}O)@pKQy2TV?*=`fzx{L9PTrqhHBpKkm2t z{K!|ld^ukGrT(Qw;1b|(>RNM9N565ddC00{HyPP;P+W4Z=Q}={Qw`=?lTD#o z*&p^e-kafFzTW;F;5A5n^{LMfCi$LZkBF%~v0C(R!bQcyAJ;$qah+*i>067N7q(5% zTKVAFk?EhR!{eKx7lz(`u$gZi-^`ZFK9NCN)~PvU&Ny>mod~bMwepQi{XDn{O@gEBzYPne!b{lcKwO^x95MX|10_5 z^|$%Y^>2T!pZZ7K{t#%;`|wZ5p!eaQ>)+V$n3YWxi@tL1iFyQ^;9;|{inve=DkhM{zjl#Q>~O4dp@7zpD>sA*O8!1 z&bQL@xg?MOT>tpb^}>Iz8_tW}-V9S z8&WK}e)4?x`13-y_Q{u~eX?x**?jUV!wpY{p7$c)8Baz7*!b~!%SH3jT8`@S`EyuY zT$J15M_m>v*zoWdLCuIs{eHTdT&dem8#$O$!e`gX6r00jDN0pWBuFD zUlwz&Uw$ml?BJ6JUNiJ(mDnX|a^2Yl{1$hGjWAK3KSWR=wP@b&x) zK})41{TgJ|54=+s-8=o$=R42C>Sq16`Bk)!{d3Iu`ngZ`M=aa2$l0Ce`ToAo@oL~% zvRA@4+2dm8Hk5vPZSlW!&VQ?O^|BAHZ9lL2vi^Sz)BoGgh4MT;o_!t!*6#N?{`k-J z${pX}-J$J^#nlowUgYmuBLg<{_|Nr!Sohz#WG1b(t#9RKxrcX_{`tCc;_Y)K_pS;A zANRR?>wZ!8kYEvz4`x4tV@sYnD^i6WWAt1XigUz;fCM{Z@Jj) zc_B9W!|QvUVzS0E4Ay)NvQuu~no-*R=>FNG?-Vp9~6@82l^CX z_510jf3tMg>#^K<_MhdnLIOBAPsxAija2(vFwN6`PU@xlIjL3uUaR~+dLSM&g#S4n zw2CpQ?Q{Ii%IeCij>_8^zx{Ci!E#z51EM+pgPQB!Df`b!U7b^FEw0YvcgW#?kl1r) zj<*hXZgFjQtog!vwkU^ZmK>vXXG7uEBVBy5CNhlHOofnDW9!VXE2O1NEO6+m0?jec zVX*dVkQKQ5#(j zK&~-++s1Q@8}~7!ZoT+*>EF7OUu7+JBH@Nwn&AV5+mH;i|=d<(_{3`giS= zZ>vO$JTDv1>Uqz&VLF3EcSd;0iwO@IZhYo~%;T>6zoBZ<$A*qV_Z8r&%s(OnT5$wF}2j)2^oLAhy{^D2ZgP_}{%g%Mlt^XcW7k+$8 zU;6DUCzkd6tA4QktERA*PW)Zd<-=27*cRNcg zGhj|}_NQQ$g=d3sjBa%JJ-+vXRKO0dm# zXxRVkn)mH&!|Tx}q;+(vOaAvVgy-k2FTQK#-7`~;shYE~uoN_-W889i-wtRWto9X; zlUvLl?jK5pN$OT97A)Unn5rALyuFwI++3vf=06q!L1h=_ur8xS7&$64L!or*TC$4pi%h&gXu1#`B&w658MxXIy=QX%le9V z&AB_L@{7(UuQgXx-T&ayi**g>YNKd zIKWxZFzdFI{>I)c&D{Gh4(c#Bm~B<}shzmCFyMZN>CC{o{Nk10zIp44mDt~sKmBNW z#%)i#qvx;tw#hNDb2bQiuLsRbG8Q~=Jpc)oP{zmXaj~^OFC49G{Cxkw&-@2}%oYCE ziW|LaS8V=QuK4(0^ocKj%su{fvsbJGjcNbX&))m-8fcZ_9m_M{?G6N~C!MhX4;_HC zgKDNfK|zI?E8lO^Tgkgh@9BE|YfIlg-?OFkh}iQJ)lb&1EZu8dvqn>Q-&A|%{j0Zy z9lNkF>?GA0aSe0!}_3m9ZL4#C>B-x#KahjZ;~n-A)CKi}W@`98y*t$qdz z-&Q1V{w~;^uK#qq+0kt?-wPF=O*P2hF?Ii4vt09btJ_=lo6JaC@L!_a|Kjy>oy%M& zmMdQVd|%%(cu`lQ7UTgkPVfMox<^_MGE&lNyh)$P$zJG?}oYO|nqQCnaKTCfw zKjn;svF(4}N&k~TGY*Exb^4ul!8w8@+xMBhTs89mW5ELkivkAFYF|}W@mse9qu;-J z!M?o8u{mJA`@yT`lYc$P_`kB5t-Eddw$erZ|8Fk~o?gP{a$sp~ve(gVhZiq<9h~If zuvq25j>SK__(Y9;>KfO``+}3u95>OqpI*I^U2Xi}1ZTk$7K(0SDQJF-?;z0{c2T&d`)iq+8swS9n;?k z7EIxgIR7IC6i3PlYT%VZ$_Y0s3z{FRwJyDP`v>b!aAC;YH;2*PdAa1@oF+Ddvph{~ z+hB^~Cj=;01pB#g*FvlO8oZ{|a7Cl73*K@dFN?ifKjv zxFuhHFE!%2xctJk=vB{Ot^K{;KR$ckw#G8Yi>K2IY$s2VOkS3LAkgT+3dw>eJTp$} z>wyQ~j1zADEcl#}xKZyR(;Q*YQb+-dA`Y3kyVfS(zOiBM+_~(#&oTa$vCVcry*mH-ofi`x@>mqH$yhS?1zd^Fe?24S%UkYGMhlEzl-q5~ zJ+-P*vuuNNy34ZL8~j)1`Im0aoPMxP;AJxg-Oba@=2URtAUb3CV&UtrWMP&-Qm5>`I)4Ha^rR#Q6BsAyJv; z%r<4v(opa)>;%J|e-Er)oxfn$C9NVB8B3-<8Af-9bsOjA1|3Rzefw>Kpv;Zj+Y2_U z-1hqsEtB`KjDOdEt^aF3hx=7s-{SuB_O3SppFhUTpT6!sGmG*v^#g%I33IfIoHO< zaP4GyA9LW+n&_XetCOuyoV-!S_3DGJbXo6-T*Y$j|EIeJ6Zo2!frE3-9q{sP4vSAh zkc#2l;{2;NP#KEJ5`%I`JSf8mLo7AVW%SLtCzt7LoV(>NUx}0p&yVD?eQ93XT0{>2u?~LqGk?+_ z@z=88Cy@ zerX5(zl~hRe!!FI!4k%TN3P&XbVe#@l!&oNu6EXx@ae&FHZv^#`_B2V1}=x6zWRS- z{oh%yYZ4}A#+=HZrh0o@<(|x^Va&6pPY^fvd9&&K$!)&ROHVxb`XfkqPuZWRlg`w% zpS!~RK!wr3?+$2vKmh}IEyIZd1|943S@!ezH(be-))yKafqW0KX@G4|*st8zWeOmq>E3ZP-tbccIoxe2S zJ^q}|--8ogau!Ttktna73|y z$s^lm^{%xub0a4mee*G>PC7|jVDs8KJyoBEyr<=Fj~MK)h?nAW`SJP1zuUjW#cwZM znd`p!WmfYQ;|D5|27Y%zBbfp|u;mtwbECiJ{bZartM1W7UUkrxAH{-40ule3;@>h) z&TPN+OJL5yt^Cu!9sgA)8uVdjt>B^WhoXPpPH($1P4v3_t+G`Y4VeXY*d5CHHQPzU z`}WcbG2@->2O^6?bSh&mE=*D@<~S1tUFmZD{W|%Cjc<2%b)ioTGHpF&>BZLkhqm5*RXp>&5qKejvT+n>FP}5GTu^FrPPkbq z_m)LR$84oIXz_l>L#UrGr92M$m$~VqehP!s<&>8f|3z+UF}&>jKu6KwUJKZfa}^?9 z_in!j8V1hW^0Z=F=z*-s;0cw7A{ND5a~fa$N{NyEQx@PT9Vu(<(O7GJM?rU4uDyLk zKKH*DPQ7cdOj?j}WnxJGyZbwCoNM5E`^Lif|B|`YTys=ek5$bBHJ&V3!O1Mmf_2*5 z-$plV^u4*(a7_SbDA1ygg0@Zfw%_Er_I2Osv<2(F=bANN`7!&Z4}at4mIFTw)4*L) zQ3Gg~G%r2)bb9KobW%-=(6$y z9YKS25^)z7GPj8{rpK{B7LJ~LnD$b>qV(d!dpFc0*ccCU7Cd9IU|v`|`?N#o``a;W z-+1e0pMGF>`2LyHDuy|#49DiOg@Jq37Q!vNA+uYY&HT4My_zJMV?NpP|JgbJ)6Uf! zf4IMWCC`uh%Zx7lx0~uH_xEhbvgi9FKgGMe0u?GBq#m5fZUC>ov}|>}*|TTYgb%Y% zfLEXYnQi&+Y(w<@G^2)M5Yc@<&FI2^bK{wp9^Y5`s9$FgdvT#t8@OrmdP3r-#<}TR zHy&e;xW%^YmvQjJAKMH5L|gpRZK!`7-kVo@=ZawHa>lq*@y$!qY;up5eoa4Pod5Q_ z=62z^PK6u))$g+L|0f5~qkLH4UCk}E)c%JXy^x2{+ zRY)v4-)ZhSk#qIj&-b@}j{nJRaQ6at$N_s_^M6Nqeq`?YlJQ?B_Rx%%oCOnEBv$?g z^*rY=h#!Ks@6XjuU_8BAn=kw)cv}SffmY@ROb*}QF6M0bc-vk0ozcg47hC?;f4+Ey z`GFFn!MoX8nhw95@G$g1Yd9lh!PUvd>XX+nh3!tB|L6PPpX&b3ZJ+Nm?YVmMTi9*0 z)BmmB$F%c=ywqDa_vIC@QH%TU+kz6g){AfW9WuS#%wPQ zzxIoL`>o2Ztgjyz|1sstz7!*0=N&OE^;hAhXIK7<8@=7%0iM8>Fbb(FtYnUC<(bO= zW{<2M1EYUmV_(95Zd>ucFAHD4$d~8$UYDE|bF$FnyaIEa(<;HoPP31j%yr!Vb!YAI z9C`jZ(aYR9ZXNw<_&DW^1{)8btTD(6&<@W4HlDfH>u(&iQC{7^et*l-Q~_fVChtlC zaqiJm54jO2c!V!>hb8{!H^|xcQaeox_?^jNib-TWy zUS$6CV(t0}pW7EsT`Bn39aaBF9SSTT33-etAg^wcq~8(a=4tTsK>gFqGXZ=&`xodgiC@J3)yV6d*(3FD z-liF|pC8>;IxqIrivs2^*XK*zYGgebvioBG?Nj+)8OznS9Cq=l*HLHlebuaXazUU% zgw>VrYA+nvd07u`fow5lOF!hcd+&OiAx=;Tn ze`B?tnRkx+Ofy{Uu%Uz}sqGqQwjFe|gF^d3x48wSh7adSsYkFWI$Lg-!mh}CXKR|k zz8N7=x~WI_4^97e{Y`pg%<7#v8`37Q9F7y%X?JGMX2W0G4A*GwaH_w3+3LFV$}2z5 zOuPAfnbq;Hg39H=2i_mjwqO%6szjyk9|7LR!{_Wg9{oIUs%(GpO^*lS!w&BM88;xC(ux+MxRszmZIdKJwr#Z!B zjoXS74qI;c!}|6@(&er%Sr?xCatK%*av@$msZ=Gow%kb9_oBbrm+R9P{Q6V+_TZGO zD_`_~`n}D*(l6I9Dk*B&eLkP_jlC`_-9W||OpaH0tu72%A+bc<|Ik&{<^JXqK+6|+ zaxB=)I!a&XL>P-ae|0$X;Hz!kKVxfEBJXp(yA-tCBXsfd-~YR&&q|XHo-F*eRp_tj zz9MVR-TShiPq!sm_i4qdmL9=Fx&fA+7Kn9c->erc^?Ff1>t7et|luJe(l6{T5 z#}BX>yj7|GA#Su|E3Mljp$Yd57e=hScYgb65Xk6bt`f`-R=>u;hk^JU0s1avFACdmhMR z_|(eDdoI^M`Sj=8?po!jT(r01{(f3Jc~Y31%HRLjeYU4R)mb2=6Qw>gWl{;_vNu8( zZm>vQGhVR1>Z#v_)7QUd97xJKwDy3~_4t-0cBTp2{+s<;!C@}4{BwloPb)?_$qn-* z4Hk9tie59`BErJ^-lpcm2hN8x!cLx9kx~2c+JR!GHi?FkciV4st#=VdM;YtrY7n6tgn&heON4XzP&g*sWsCAWXJDc4-JCtWzq_?KioA4 z{+~NTl5@j+PJ?SJZUiLS9_BRQelHML(I)(0=jSa|S4}(@>Da%q&OI-<0Wvhr_)<(Z zt4RED$j`jn+u0U~FF)}q{F=9;_^q4K=NT?tZMv}TrR4T0Huu_p$Gun@96o2sxk+<& zzYe{8qT%nEhQjh!Y+bHgXCxup_Va60)LzmJ0U7#=*VUM9EMcDb#0(`SpH zb`D9l!WPVYa~RogaNoIne%@`lUFVjTm z)*<1-Yq!TLw*PasXFe=iE9=G~lVHEL^+2QZg9GNwo3B~t*M9iWIrn(a)1Li~O7WV} zE-BM=d=6_CJP@h)$MT(-_eDOt)P?(eCM*8GbubQkV9*@0XLTNP>)bg^_j%47vVQ;P z!9!u|>5a!e&GZxsI&Qp(e}aw;Si6P7vbVOc0;^62CLO$f(0}ptjT(RNTvIXI(E2TY zTYaSdNv6}KC;e9)z8!hr?R~XIpuQ{bqZ0*{6T5gy7N@82^xVE;9ujfB0Axvv_`HV_ z74KsD>m$y)NTk0xqzT&-$Nu1e$;w(OTmP(h?!T@93!pHC)#yt?Zn!@WvtI8xHT|&mZlKoiusT4(Xo&fK%=oAC z`6vFi&3ArGpC@Tq&@gM~G-mcgN&lN=BhG)=dtlAy=63%#HnX`;?ROLkig{{0hlSm* ziCO*NXZ0QR_gjAL{_eYAf9-viU-$Rrb18H18FL&vr3143M_7W`J;gmAc-RjXKexPH z^mVh#wfQqP*ajro9(F8vpkTppqqpkoig#fhxi!6it{WZ5biQP)6*+1CqInyq8OlUV zKYOt?DC%hQ_x#@$D|fxx!@ud-8{N3*v?m7=pB?bnY#tJEx`6M@A?p_LX%A&8-q|dl znyPj}`b^2kz3WkUw4%fNCBe&s zBUf5h8qV42D-iu-e)8jUOP}rGIdt9ggGbY0pQewtH`=&fOMyMR1{{Wcg=#T^xf#?Q_kQx~r?*U$Is1$``=+tD`!z-W;6B8C zxj^X5A@!E%$UQgb&G&mRxoz1)1&bm98B2~nhPcdQA5DIp?s>dE)#1F*vh5S&)qGye zn8Jm9qh0$3%GH#?1{pRt@kQ_Ja{O4NL4BJ*Rkc=&%W(|rurg2na17smKZDS_f2=G zpMTDwIexjZGJBsf`>~KZ=hm$}&ksy2P7t%J_|dYV=V5mun-=rqCtn#(9x{?)cJFIc zPDnVa?i$1%c{il^<)OFwC7xzDe@=6!t4grTXpH_CD4 zGKI^RpFTZdWZJiErlY|=w%Y-TzK0#brSXim<_9}J?~2Ox7xLs@9c%8&*QCsTaANZV z4uu)d)csed|2%p6gyn@w>A$H}t~0}^!I?ypQDH2X>#^yf&Gq3!F%>@ z&zz>CbJ()riHrqP`B}>;Zx)3q8sAQw=l1TaQOl*6Rg?CJSDUlFn(ULZiEq-*m6;Fy zsulRY_~{Ew7L9qcXx-Y_cdZ?epeQN`a2Dy(w-bBe0Jc6qFI2BQ9_iI#INns9?HyU^?!3m|6Rg-)lE5v3coN; zYE89Z@0-Ky{@{S#7on1T@5|vH-Gyux1#7)BYbVtoxvJ@P;k78&q?2DJ%~I3)QS>%f zs=||L_m+JcZt35vdJaxa#gQ5jJT{(R)TDQdD;4p` zShDrWFuNaE7q0m{{xXBvGSAPaUsPWDV^%fEq&fQ%N7H4Vrp2rWJDU^4{ylmqd+3^} zPEFGDNs2e_3QShn)fYNbUc+#m=NuMwzb4^=TUwgFyeqfNc=A3amid=NlaHK{&evsA z6Ll9H{5LmlwUBD+rO+=)4_p3zzqRY0wb*2ytbezRmD&A_*^ga)!Nz56t9q_6^7Y(y zemOhEIo*4Aan945y?UjbLS#f+@q;6l1)t=j*c{)^O)Y4CKR5Ny{>U_zgPCjxJ)}Uz z&j;RvoeSSxu{DQ*ID(gfz{aQM}@8*tZu{J{6HHPeD) zp7nKU(Y4uXXI7{3tjz{*-~t7}gzKx4^Ku@HHEmQqEKRv1$*4sT6&6Pc4H(sNu8TvLk7`7sZYUkft3zkXZ7aqi8r`i7K5Nxvpx^@E!A78ep; zw(V|ItGBrDq+T||O=3=(#2g(SKN&XlL)rT)K*zaN{4n8<7tf!o*7?UyT-rvs{b1+e z2S*YMn07@MP5nB1(v~da6U#5UFV8pK+Lr&yR+n#0gI)WxBgvl(ch_}_G4ozXST5FA z^|XJ*SJPihv)yFoq{;NOuQUsZxc(vcpw1rWiic8t&Ck!R-fSLpPRLd_>K|~t(q{$?DUL)se2y$`kxt<@>5==UeAcz%OxCPluK7>3fj- zw5r-$EPva(sUKoyrLi2!WII%Gs@S>Jl=r^G9F9wOD_=Knw^Lk`J*hQQ?bhn&OV?&v z2>8ixsPnZv_b-_1{AVi;=F-`|BAd72GhWG z&uK{AlO6wN&#d`*m6z;`#pYOYpPR#)erL0GeWm`%4JvY~4_7W-esOo0Y5&Qp{a&8D z8_%6Kxv)#iXqsB)w616$-v#|~^NwV8UI_T|>9qIx9LW=?7e`*3dwyNB4ihc*_)a&sE@zk2=r!PjFq-+kQ| znLTT#P8~@K98n!fjZYdG@gQp11F$RTP&VU3zjRGt`pD_hMu3cw{MS zYg{k1tCgzNh^n}9e3^)9lH~5`SFfw3^*j{^2otT zwN*Q&7C5(l<+(3Chx5W+NDW*XI;o~^SIEaJPnlJ?PZvndvE)5B|H7^17w@Z{)4$xL zelCCUexErPO_X`h8S@@vJ<-OMEw#@QRDr*4ZukHEK`s6#o9Bi6wWYkv56-;&;7n%0 zvAes=nSK8jEI9b;5Qwq8F|FlbW!u4bW^ zJ>mPt8G)x4mrFKfb6w{=%hCLqr@1h4f8(LNo5>ILU` zKBAweUuBKd%xeL1>rVP*WnxKZtSs6pIi2nrAqg5=odBbli90#Ov|Kw4R?12Piu4w zbKcu}bZ_AgX1&j8C1+1Goj%jloqDh}pHHu**nk__BflY@z5M6H)Tc?)Z?}TCq&?Kw z!Eo!VY1)17Rl6Q@a_iXi#vN;1F?~wfN8j=t#lKU(*z2?WI`6mYSyA?nqHnoTE+=QD zD1CnPaFOX{eP82C511UTUV`i=oY7h?2Wl-A=yWsR`F!~Iz8f{67T^tle9hiz%4d`6 zPL(W)+;J>NUCv!<_eJ6Q1MA&q39?U@WKZ6=7u1G%{NPZb0k^zOjnj^2N2h)I`EuIz zT=BkU?&AkrA3tE)@a^4F;aB-_R*iqYEfs!I|NGL)9-SQwep_{R2*~}Ge{;YJbXe8T zgNN12^qSusGWvWj!Bc2$ss*>+99HpjP2BHz_zr$uc68a7B@NCDA53(&B<1=?8vR(c zeVbkk^Dn8Z`hj70jXV;c{n=JkyLa{M=H1VpzO4Fca_NE5<%B2g(pqb>EqL|juz^dY zmff1I-*~$ooH5(U?jg1evQM$$nw#z%7}u{Git1{bw>?b+o+hY56#P*TO?P z+FJK3^W>-%`JIPUX4@Zn z%NxbETk^hoUnF(qztQrQ%7W{R1&>9RIk%SbsvlYd8=o;!zP){F={>nUhfJmlKRnf0 z@YH1oQ{!IWtOW;igP4EaUcx5-;<~4=?8Jh(6Ak)4NNcUh<=Fc7(c1ERzd$1k{<(#! z?^HN%>Yh^y>1)w;KQvYOVb=D?_jt`d9zLj6XK~{}+oO0sGi9N5#zO1FIK#ne;Ff<2 znv_3*<>WN+X5REeQ;i>$3eR`bV=J~RpWeMp``o(&OnZ4! zV}lh8Q#+s89=-jdc4g!m(Waj2$~}UTy2eZot(X&avi5>%4(3F7QLuace`%G4>T7QQ z2X&3+aD@A{XfxcHAKe{0Ni^`9)t@qcF_Q^5ePo2c%sLfw=Fzv*`i5mUR9Br=xvv*t z@jq8eWv#y87tvKe)StbMsZcp2>ZKQ<6k{ov_E4WgzbMhKCGy9S`ESo~@6DfLvj0YN zsHM<48L%%6qGy%Z^v+X}tj|ycSIuy12+^x3cho?3cJdM~<*VFpCJwoE^_Qlo67|<^)JXAEPMPy^fU1k;T>jio-mg1lm>s~Hp)8|j#&!1cA{Kur~dX#5mXYb^N z3VLy+$;}r`9zd@HmM(svpCYvwnXVx zZvAlV^ea6fbpv1Nl?Ag`8eFTtACTyC_)xsSwn|<|Au{Et^opM^qayAszhfbqH;2pI zuT?td@m24P$NrfaGlj)=7C3jsOy*YN-@9brinpAJynz4&9``UirxK@+E6TrFMtz#}$a#3kl;+!y`H zsl2g!?l}8hS3b+pdYh-UQ2aL=*X|d2Ex+nMUbE&07ud^=K3x9uWy;Si?L^aaEz;?S zdW|2l`OJ7GO!xNwGslUqG2cQ2UL`-j%GYW3 zUNp|};jx7Uj{|lTYTRMqO83m(y{UR_XR6t5dtc`D(`~Qbn!Kg+$J{!}N`dmNmsDm8 z79K8g&R=|;JMoCVqj9eNyob)`dpvfW^^ou`%vrFZVExCrhkDg(mlItw1V>?l;abLLpgti?9I-D_Is22V>3e{a;TvrN6YrTNa;Vnr&{?I2=O#k>z=_#XVs;ygf6j}z>@#V>Rl(j&tMo&2jUS$yS-`G# zCy6IC>|fH%)Q_1LUc2sGXEpunqw=4hCC)Ff+x{%5#J6o($cGhQZ`=8EMcs@D^RK!e zyjv#Ymq*KQpO)RKhvo_=iv4TaFn3-AxQF#=c5FnNp3KDpwrWscm9NE`{m@;8hf^M( zPn|O9ky*@JTVLj%QadJ0*6Ell#=23H_eJycGs~Z^`n}yNc8Wjq-Z=Kld%9Ks%Us`4 z(|y5R;ZC|jk9s(`Kdb=Grt=;;RJ_~s)OG7b&qeKwZ=zeybrw8#*-@-yQ{QB7cx-;s z*Q$^1+CTVyWqvW2JayVcBd}d%=C@UPJ3pNNxy}B;b^ZAemls}s0_xQGwM4$2yWOth z$B}beW!7yy>(bJEc#;-4SAorC-Z*!;`tIk#U%p=!ev!Xiy<*;dKYwMxcgBLpj^u!Q z1Zv7=l@_{CzM-qwxi{DPs>NMg`g&b3}-o0DYWrroZX#Yvul!gxnP-J zi?#Zpxxx?UU1SbSV^Kfs%dxsxXTkMF8+2Lr?r_Zs`@86Z?Y0k}u6h_ndo8?WlVSh!8EIKM>B-*2B!^NW;O6CWyHThy*0KJVbE!@ur@ zJll6CTe{fJlYGydY*`_d~w^)8e&R(EG1>P@w1e!&^*;&pRUVnX5rlRto|YQ z^)rc&rGBu~@9ANlRALrCyI9tE&GM`2lKL@kH<^eXPF}fh`qkGJQvdhg+G||?YESRJ zBfpB1ow=fxD8;_LGkIs>morCvl!LB}z*6yM*cdkowO!sWn|g zc-~>|^FR1)AKQQ7QMzY+{zv_19|>FI>G216--E_GHH79JR$IOhR3iPkdG0Z9`hAT| z){i%sRk+UwsMxfN&tp{4$$ls{^_o{z_O<{1i_4>a_{uz(R2;Q7BXQQw#;_k(K2O>; ze}~I&xq~(V??0&+z6{krxqY>Z#V(6kYUh?2I!K6IGubl3fcL#X+>AD+#1}T^voD>Q zB*Cj(yWq&IHl~M`dklDUPU`;JrhMeW)-_wqSF2y~ekND?-S-E$B7$W&Q^=~j?uY0TeT{x)bLt>+MoR&mS$@RxA}jN zzW#(iHu)6u{hiOI-=1*MG_~aHo_;a+Euh>wh4cJF*C^+i2E6kH^0@b~`>Ss=%AcQh z@{oxL=lO@NnQ2VbGb{gnq-vwQX9T%VG{uV!6@pJ!`BXhnMC0CZze({-ao7`Zau_is^YKP^X4?L`g zOlq8V=ytgsxO`F}$E^AsD3$VqQfW;~_WWfBYn_s_nD48a>}NTbAZ7n4;eFcW2)Q?$ zlmGIUCHNeMO+)%0ycRH9bzz!~ZNwd9H6BoV9$VFd_Tw#x*+4 z(Os9%|Bangkuu-5>Orbh#>`iDQdyU}J9$4e zO(R?Kz;V0fFXtUb*|Y~aTl~T zCbHX*Y2Lb-RjJ@P3h+6-$N6oA?LYI}6DfZ^^GE+Y$;=J&GY$UD02LK;*s2c|L#q$n z?r@IJmtUSqusxi(;km($Vu?5QNn8CdKgbJj`N>$mTj>n{4zJA@O_X`Q8S@+y7LwKw z+brCEPzSVWSkCV3;q9zE^Hd!Fg>>KS1f5_DGD3N^D7T31mGv`Swu$y`aJ*0*8g*sK zVfMxKlC@WVSzkSAwAZBO;s0&@lQ+%doBq%HqBg(2uJNP<`^gDM;-t0Kq*`!(o5KR> zc2`I2xj%3Ixoct74Ji*L{F-dl4}NC
    1U!pJnSRYn`*V=t{NvYWexz*S`0&UT@W3 zeBSgG!?LTkTVVNsF`&TAoOB-WejH>z7S(RtK zv$DO`?R&%j;^^z2)}Cp5pBPPJe$4;DZ%%0Rb#wN@n)dExl8zhZI~wG@xe<`)>s-!u z`2(caFwL+gQR>c*Jsypg9N%PEs`;91i*DU=4lI$1x_X)EnrU(Kstdl^v)%WyOKcC? z+Y=Wr^+Gqp=^27^@_0{TuGN@pE2Ky}}Kd zh5lIw8h-~J6bqe$DDK`q<@4pKDd+RgPijrK;NX*CVgJ7}{ZIS6gT2Sg=Y9PDY^ESf zyClnF&WF4r%l=%I*)~}iHcFKe7hV7Oc=5BMbKt5UJVh^X#Y=6r_obW8tKA~)lBGQK zW_z#Qn6lURpxVKMIXq=Mcg#=`T*Y{Q>Ym=XO@+3vXK&dRraOK4zhnu=f*Fnm_tdw7 znipYR3n2a4%QiKe!{?ow^x#acI{yTnn8Th04^%4tvD8nhnV)*}N$~V1T*7_JC+?Pt zeYmenTd%pgHQPJf5iPB+);f4yLeH~6!n0t8r-9uyP(}pL zVC#U_zsv%Sw!QokooWj<-=aXsroLhJns1q3Y*yDs{tXTLecjk&+4@UGU(Rqe9X=Bz zcp!hphItFaPhEsYb>A|#2j+Hry1xlIy*N_UR{Y?AWxO~=HYaDLJ=!ygU7t;=uZh|HVB_KkKZXBvMqMy{aZ<^4 z#{P)B#da@`#_EOMZHqL>u9Mu$lN@?K^VgSP9-eNlJ-*EfEAyub?y~&(_Ncduu$z!f znvjeRCm(o40=yNxdh>LFrX|0RzHUAcSnvRHlJb=})w%Vy%`avwJG zBx8*)JutYOAhXvzK*vqWuNmH+T&u(P$WJJ8haO)jTVFHt@q>+zA2jSP+x^G$t6S9d zIXj>I%=}`PxmS65^5>JGcPc*^RfQ*gvCaH8dCsq6v)I;cKW((Q^!e=nm6Hp0M(g*O zSe!ADs9!FvA-3${?IyS-rCSddPio0g;h&)6bGWeJfrZ5ve&5UXCcgi#nEajZBkV3C zlP=Tq@>?5MvJ`Y8)C4pUYVZCH z^W5IMXw?4_sy}tB+D7B=CSI@UUsPJ2?W(zP^sM#`2OF`jd7&RnpVsweK049-_)PQS zrw1n=+O+pXWx*30NU?F}RZ`Wg`F{Hzo2~4e!|r~rS@}7rTw8qnZ|cIe_utQx&SR;T z+RLqbO3NePs?>CLbB6w9hmRXmZYE8icgB`AUweJjxqZ(Ug!Zi3Etla2_Q=s3(3EL` z%$Y-wDj}k7VcA;~`x=AY8|80wZsj?CaN^?!KLqdA&SIPMZePzl^;_?cGRLak%9tg{ zethPNM~{*~*%@@yIdq*>X5sahI-G@pzp|$3#2hXxcw$lUk7fUixeV9uo%h>u`FmMe z)1`y^=gxJLlS!A8(dF-(!@l{0c#F6*?{m-u#12)PJKuZ#r%&F?lL%U11oFJaA-g*d zHecRic9Lh4#a5;w@l|nRlUIrLuH|#@o1Q7~^S-~_o?dE8O~EQFaNd* zP$)U$(frt_`D1X-iVb}aO=iG`onz)6nk#ZQX2Zt=c54zXc=}}6&Y#!kUO26K3hSId zrD5#b9p8C)!t+CQJL+G~n8dzjZ@!+JZMX2a{^I|w*&7b#gL00=?_|yL*_ntfEuD93SgXXp1XOVAdPu3v{HeOwQ<=xlnCIBydD2=v=|T^;#_xd- z17EoDGIP?2BI#^vdxs?7$rj*w=Nr3jFYb|8%39lb;jL+ro4m`q?T=pZZZn--T@|2z zImkbXZU2-TJkb@=dne!bd|h>WO4x>-J}s9!nlAS=6}o=|E$-?Ao#+ZFZL{8~|2wwa z``M54%%BN2kvSGze)A%at=kq@pDlS_C;7VHivMd)@C(HtFh)?aD@JL?{R_7IQ zuQK;knHwWh<~4^^{all9`a#YM*&ilZdi)bOYIE<6LCq|-Mbq~zdBrMjXtF2&LF$*# z?RQe{*53=}ieUVeD}Unkhc{2BhexR#jfXgKVgPu;RaHr-aVI1j?r39OG;_Y+WscX7 zS^3V%556dJ`f-#^Ub896)9?N3ci;Aj-hR->;@muAi{FOzzWQwa*In0N@@Ts3(==K2 zVCRJ!{}b4+ne0h2c>M=7K7M|6Q08P6ozt&X!2!_;D&bG$JVHF->30Gck z-@j#!^Y!hWWe;1b3>^yhzToRh=-Rr!_uk9OZxU5!HeJxV{(akVlS23lgQP3m-pL;td!F?q`;vM-;> z{`h?fD0$tNp2KkwI_-H?Cj8&A<&#_TCtfO$nPb7{C&R9O<5l(4vVUKBLOK^@em?yw z^VXkj=ZmMBElve5O6Yn2!aU%HuSw^Hd-`(s6!&c4X+OxhjqS1Iul$-{dt$7>izYzJ z78(v#H3Z5CC#|@;$D~$juh!G`@tb&9mY#CoB7JIMtNzC4Azt4UceVU3x#u>&xO?Z< zMMt+5?a|Yn1h!=kcgE_dqb)xavY9JnqGY6)O;b2y23R=^$q&AS&_P)9JVWs z=7KHhkxvGN2WTAyq*=5<$4hM9%z1k0F`Mi_>jFVC4}LNq@Yw8;@#{FVZ#whYrb{Je z7h=S^PAK!7Gv+zQn+wWJM(qco<9SKX*XgY4ej>?cUUTs?L#L_lGXsla3D9VkV#}Pl z{h{W^Q`R_q*z)Vjs=NDj{!NAX61U0vc&n#^ zY|kax9(&IO^#lGeSzd$9aPD1tt19i*)tF0XzrHkE?cP zuE~7HwsM7$7SEYkkD@Ls-1|Do;a`GqVXU&c}L0=B~-#b(8!5 zCSC>SjW!ZeTO^9F$R=7Pe=B)AYa;vene2~em4fD*oqx!Q? z^+eU&1sm3L7#-XhZv*KIZTx&iy#1HD=Za-n2bop4y$f#5wtRbb!_BZ`eb<7fEe$MU zy#C*R@pa!xdr$JHEN)(V<;SL9Pl~2mhIxB>ugZ?sZj8H>5n2B7@Dz#TuT);l6#Vu~ z@>|m0PF@l2^946f!@9iJx32oi^M*ezg#YB6Z)twj#>@Ba{8J>MxnJ7tlz#ifPd5#W z4&AXi9AomWjVqgzuh{tDMrcX2ZK|@`wAVa4KwT-0b4AAKJ9qxOB>1(w@4)KY>tq7$ zi;r+*edfv9%(``Ea}=aS#O+=XU|l{h{A#4S=ZVU|EW6@>*_JEL%3L`&|ADwLcfs}B zovhh*cYJj!itp&FPn&r8+04t2x|j2cba%Fje>uzY7_>O{uzK0MUs-|1(+f0q9DD;B zjgJU(@4fE4)vsT|c$Myq<^S0{HJsT^Foc->ek;?yVqxbs9oZ?COF@D$Q zNgC$PG}PU<5WGCyF!$k%Y2fueF|u(6-+KM8`}DT6dx%YYIAdFZPc*}#xYQjBcAqNP zxO+8^cuBcro}^&TOu?Lu9NP+5P9KUFh_h%?ju5j`jCplR@bcx*;=o(XD%|b`OwksN zx(p%jg<>w;SKF~-zjuM-|Jy9vdlzHtq)Z;99m7I7K&f+*94L`H$T})9^!gRd+a))X#p<*Rt(Qi`ey< zpiX#2C7T#@wd(06xzC6Fzgzy_%EP{;mHE~o#@vH%x0e6RJ(&1XZU0fP1LZ$;={Ko$ z-ZR-hW0u8Z-8mn{&Q)+5+_+TdC!zN9_O+(`_w(J>C%g6ORjlQR`<*nEg(uQ&=9CoP zDVtOdTJ-IG``P8^+N~0cY(jabyI(rhQE|GbVq#kEiVf2qc1(vhTQ}&qh%G+z<-@*f ztZN^)Y%e$zZShcd!*;V1r@}Y!PEV~nb-IL2U`@?eXU(16xnJV18Ex3Qt#a>^T}u{O z|M=MO@b-(ZtGpynrQ}WG%<}nqz_`?9PpR9UimMmexE{|uwf)hiYtR+`)t|TiV)N9< z+xUEc(UEA&M{8w1hB@rnH0SN4xi4(5AG~At(d3uN?vzZgoS=)wYmXT(_`Z)_GI5Xo z&C2%W6YqViG>I+ycs#wz_1DsLw#Z)Wa?fve&d)K9J zRJ~>G*WcS4cWk$s^86>K<81EefAo=+%%3Z%FSMRl^qR?>k74I3APaZa>T9K+^H;zB z{;0)a$^551+l!7_*EjqYk@&J*)8IvZaKfAa(=`iZ6$|Dn8tgl8J0MZ_u%ZEI%SS|; z^8>C9as6$7*gQKJm;V4KOpzT$Trs>$*M6F_^hNn@Jw1z+JMy>h3|oC|&9o!i9=_W@ zJyT)k`qw+l*Wc`kmYL4Bx2MYQzSIj<4%6$WYj>0$IZ%4+K*m#$3v1-{vO#xOfd)^$ zbuV5&StWx}EL*CtQTzCTsmTwxZd}b=7dYFdUF`FUYbFuq3y(jF&Z_FtWvk)-y2)PQ zh0Wxz+dk|4&osQGVi0-iF1a-j6t0S`XV#Pf%_yFg)`D0Qy!`MK1c z8%|`X@!dJYUek~Q64HKtK(zcA+t1TiuGLMLXRF8iDWv9=-?Z~abyGI%xX1D(YPOR2 z+Ebb*gPe*!ZTs~q_KNq7+Rn;~{FXjR&4Rg_1zSNuaRyX^EHR$LwD|+)!*^oYZ-2hb z(d}XP5Nmq~l8$NIb*d*&)mhhZnm-@^GW*_pM;A@4Px&(?P{C}E)Z0|46Dux8d-?I3 zok-a1(O77|LB-2+wS~ycxhHmIg2U=Z_I-!MiE`ZaiT|$|%P?>LkSSj`mHE8*HdUV+ zate_%+L9lfGAv;Ash)lQLD=2fHEi8Fcb*!bm{~vbe2>hIb22-k_+oy>#f$xG`jE5$ zyrP=p`VI?cBm22`Wj-*RJY+1x9NyQcowxStorRf44Nv-st)K0%e(M8oZKK8)AI0ZX z#)rkH7@Yn3ymx2u4v!k?y*iImR$bw~vD)tDR}15!2Uf)iPnLiO9oZqXzSq=Sn$7oL z&Yz(2^VY5KDN~ytoN_F9s<4Bp{H^VY_~oYR%)aq4{d~VvlOXDAw!P2vf*+VQJuqudusOPa;h`DJ3I*VkfpTZA{NkMy z@Muw8&0~cfg#vdhIPw_cQsas|m(7~g)Ll_}=kklKb_*rcPnRe^W*1|qlH5Ce$+k|x zFS->5`YHFjpL?#{axeAlO_Tb4puwcuJWYia_dyFr9Sf8-${}m(wqLztVn289t5=Yv z=XrCO%@1tRouR(F=f!k23Porn1O*vsMc3GI48-8LnDuHv_?6e7+i{Jbx9R5xjhRPa&nEBD;= zlVc|oo>Y&_oLX}>{gy}LZJ)-%!!N<3evQ%(cUb4wez>OI;%umDxZiP7idlq@?;Iv` zzeefh2R^G`IDMt-iP~DPzDpnFrY)bi+Bayz5tS2@tRK#NKK<(R1*Yb8>(aHJUAnUU zVz%Y4M=1iU11BA9oUl06jpt4pPmlIRUeRktGR)?EjgWHi)74lNH zjg8A5O6(})xs$McU0%Ve|N9fepEb2+@|fvuY?0{_D~rFQ%vE(=W$D!rwIeZEadSEj z%P;u8CPlKrJI6M@I_=1T++znS+#iDb{Ed;Y)uQ{OOnSNQ$|T4hRxEfdu%nRUPJwyB z#QLmr3q!-S_Z8OMVhhc_k-EBqatk8eYQJXx)C`Gy4zW z<}<8!SF@_f#_Mcxe1Fnx-9Qxn4n!xP_?x4^E|Qk*=n9s;+NMt-?U_XH;1X*uhBZ-?kefoS*tg# z(%o^QTB_0~E=_Ii>6nydkvZF$_8yYlJNINK>!Ot}zHj@bVp(}6l)v_*{_|T#%FOSK znU7sImevqk%yXX`x=HV{%^v57@4P~`y}LH>q#u}T{NS8q0ss6+wVI5X9~Pz_+8>#w za-df2fW@}_1slv~mH0J)!kGCG_vxO8D*KgZGx$%+>DIDw*tCJi{lHx12Yl6yPv2{< z^x@i+@=0!eYh6_BN=LEqU*=OqL~Xwr{aVpkbb0mK)XHtU&M#4(lvj0l(w_+>oN2!} z8h-OMe6+g8E7Gml7T%lyTkU$fE9v3%PC@Uk^zRNOd=1v@2j((A;M=qHbjQOZH%z_Q zHr&W&{S{GKoX2(Z>(||$7uffzE=`X-A-n7sUH({+n+$SFWoa?&&ddJ$-e}GgS?9MQ)?o{Q{FuFN_h_dZo>oY zXH2g!?eP2Y0h(h@>YqDw)_=b7JT=gA7Ae05YxM)4)qgBjzw%|8pML%IJgv|6y>b2O zE$e1K`r78dq+b8_{&(kBtG?dXd8Kgm&)YA)as?N5znd|!KDFM~vX^7Wc@Bx~lHj#Y z9Pp9OsL<`Ry^q>`I<jXy;vYT*$+g{_VSTR~G-eZTa`@oPT8rn~ipx+|8T5r|S5=87zCfe?>Xw zzwxxU{w4NV=t^IJ-ty?3Uqi3GiZZKNu*`kUrpZh9$2}?Addx4cVgIjqweu1`xVgTZ zkuke0lnZTU?Odblqi5{x>5pYcBqnH1lc!DiPO=e;<2?!F8z!&|%pZu-LQ z(_CIFl^vY6&1o->=cL(RR3v@3lxE#`lTUg2t=K~G|x+gH>%n$-T&XJZ|nS0zlP~=oOXuyrgc-_o9^3JAywNE z#dG9kt!I?L`7^#@?-xHg{r0)h{x`msCReH@dsCjQHgYbFJQx4e_+;xvJ!5!`FJJz8)VB__d$6k>v;d%?xcJk(=@Y($ea^bb z^D0==(E4O;apuJww_3@)ON=$WUTN=)eSJ>smC56*lqBdnmor=j?Ivm2d{gmvufOW5Q>isZovDp01XD@{pkj!}*7; z$qQaMUF|k-ny^1`gLm)pi>FN%Zx!C!u}7Qn@`mYGwU3>>X!_BCmt)3#xA&#i9v2@M zDW2xvwarIf_j3Aa2?idnY)LLqkQ#}AEJ$4YG+)=)HkNZo;d@YfP=f)qro@4ljdRnluhAEqTpD@l)P=PD7OzyjC#6o>vHj$O@b!`N z?kU!PqzQm zFZ+M`&-MN<*Ux_u|2_wlupfSz4%%m>bNJ=^JC$F5EPF4l^6Twp&JE9hTrd9f+VbDm zhVM6 z?Z+$Hr%AqCKmVovrTM&~*NnC>vA_z$$_SB_^Hm*Bb48sl`1RWI@7Fp1st&B(s}?!u zMd7xitPcLGuXDvr%5sr3o^{x3qWMD71Dc7xe()k}0Ac;Rb#ql6r|EE?FZlP`^8eR4|EnIX{h40wbSlch>Jiu1 z%&(rWeV)gtq+i(He$9BpVGHZ!w_WExG4bMk%g2!+5cF~9zZ{0OdfQiPeLdOFaO1FA z6nBHI;-3ExL0gCv_ZaZ9A1HoqdgJb#%`WdJ8??^^Er^=KQ0>=XD{yy>IiJS#O#9i7 z)?{u-Ye`Y7id`o6?D)<%sZWf`M0IC{H_bZ{vqAF8_6xtyAKkX`wAQ;<3miWwGk!B> zJQn^5+?`|mR`Oq;7qnD4LY(`W;pNLGx0gPY03UZfkNLq*=0ArFBMcuMGu-j_`#Hm} z_hpQk66~21{`BUp*wClg^R0V3bj~-(*&Uv@#gLuo^C5It<=~jzh{e1c9 zE{|ZQ<+~d%-#zd$uV8+!!ixRUjt=$KO%4Cdl|3X5=FK>$C&qp|Ao1;?gLSt=~Tj+Mhpx6O~0O`+l-hzl8*zD?}f?!DZNFxwCK-4SxW_$TaR zR;)}cw@20NdwPE+b9E=b;nTeEnl*1-*hio5cjxriNAJB6HtE@{)p4tgWtO{~?s;H# z=7AWu3%D?NVD@3|Zt%26;?Jy`Z}mQ3zS`IP8$3^$CvCBPuKfXd-ME{ZEfkjN)a!8n zc6>ki+Rqb~FZNman8v&5HMjlQT=Mf7ySO0xp5A*e+2Z%g>#*+q{dkj;50~-|UgI4{ zc}2m=dC+YBi@xD^M7266}tzT zkW=4Y{QT(6NwYSqd}**gAO{*E28Gt!Kb&zlTr;&7}{^VG)rnP+;wn4S3| zmU*46%hl-cOI`S$lxt$$IcbZwTRsZ^4espk<(+eH(}&6J@iu?<@f^Ny-Irl@E<^0| zVqVc_@6UoZc3kEHH{~N5m;5aD@9I;2&}{#&{(sy0e>WyJ-~6FC!}YK1j9&Ssn?EdP z^eWHjHJ;HccE*h_O*wHnY$DppLY-yG{b!FKzT3cFf8hT=-uPXu$v1y^>qytPr*7P> zts`xJcvIn#O@+rcMM%~-x0&fm`u_1(|KBu)W{Ym8UIs>G=Qm_dhI6 zw3yf{FLd*VB8ZB7^MAUFS)Ys9ITtbTK_ZD36H_6pl!Oo6)NOe4=do|%U#N4f+CJa- zq1fLm|0&|ieLlng$C4kPNPc`Kx$w$8&{DL@oF_Jr*#jBhOW%3B;@-}hZVL({ecr>F zIW4v8488Mad6mCpPtiFh5&Y6@_12^*`*RM+uGU}7@3>y>n{U2Vm*nP!+pk(ruevO) z`-Qb*f7zLih=J=)$oQZ1{a%7FQtga>3e1P~W*`lY{!9M%6 zy=vW)`$_sgwmr#|Iw5i4*7=9QGn4l0_2m7!Z>Pq7wzbzTylwiH`=u&RA;fm&H|CFk-@BNFL>#|hvo_e`N*D;(Dw1 zZQTZlClf8&djC2f{=(0D+1|wGzxv@Nf=`!8K6UFZ5;#5@!EIJ*G<>hK}Qx%IqDj*S>SFM6&{I;lTO+UNHK9EQc}g~AkO7nJyDXmC+0Q)`@|t7cUbDhEvn|f~%0IgE zMe&^LU)giM|J#Z$cNAalDK5;v+QyYF87J8YKBZ*te1Sfrj)-eUo=-8Es3y)$`dW70;EM-J0l%kM#EYhtr0@l)sXQ|dpT=_t9}Q}S_n&Vq=FHs!lV zChBE_k3nMJZn4zL+w1hVJ4KJIbA;P>bvoZ|xe%KD)x`EySZY>Oif(|HqxoO&I_0?E znvYYr-*95yTkgN9M)J^?e~XS*Gt?-Adwr{#I_=B+SE)DWnFQT6365POyP+{DQOd6r zz7%ce`e`n?av5UZJ5}}_H7ndO+v3Jt`-Ad751Yh3EZO^YO{LDyZzjAde>*2lKOPk1 z@$Bov(=Wd22A^2D^I!4jn@T@fH?4O6ysBi~a(g%N#hGrKW~XiHR*f(RZB5%W+u~;G zL(o2I^Uojd|0vPD^}8|sUJhiVJcEm@_sYT0-YHXafz%>N(y)%sY|5y&# zt&MAAl%1q9{iU8xhU}}%bAPt|dN67A!tm$StFB)+cqaJandFB@s^ZcbXQp1d(72W7 z{`uLK4^kfrTkC7v8GEKQ9M8YUta{CO&WAL=3S)ujyFwD(_gtSA9l32W&uzWxhdI;! zbZxp66_UrkQ)SE1=NiR6|5r}P_E&RiUbEPH+L@TuWzVxu_e?N9KS7-RJE$Gqau~G4 z3$j<@b@;KUv_}VaivNCOSbSo(<&(2ApVC^k8;Mug?o)VXs=8plo4)s?M~ma`DKxtu zbDFNd_`9Qd`qmrCTzB=S-C7auvgYyJ={6Zp=DwIYk?HwNrpL>!gVt8m`0K-`ht_Z} zG52)(wj=%-xY}boC&T>w%R__7cG78=mLK-{wLCFx$$`pc2O_)*nU5;Xd^o!bo^(|8 zJMO7)n(A|fr}=@d2c8-HfJY?a-@JuWo_(3t(bYX``Nh*pr^O|?SKZUOD0cPV#{a8Z zzO7G9nEx@=t#6s6VZl5@gLQw+LLx2;1R>5OkvqHaQ~rb(iDAEADHQX}u>`p&{lJ#U zu!BZPSLPM1&1hPFv0Yr+NGiPazTQA4?X}?#q%$y2h=?e~2#ZD0BpAw_8H%h>E!2zQxHC-7I)zzlr zxAyhi%e0(+Y0H)R$%460rFK8H2-W9%Z4^1}bZfArVZls8gSsAG(PJj9h=X~~9$qhY zd$NiLUt+wu=($Gj=LcGgA23Cjzv{R+C$9OCcSv(31VA81W}aLBNrv3BcO zc1gx3`B5bc)9;%##ucU2u3alGu{0@b%Dx`E67jFoOeE*lm`}gEC-?s^Gi~pn;3KDB zN-<9tWS%a`{J2zIS|i6U*n%x>Ewnm$+ilLy>R^~Q7kt=(X2C;|9WDI2%~yV$GkWNJ zx}|>enU2QOJ&hj~K7dN|eb=G=Uc(P}Do=JFW|{0#H@ExHN{HhgO6*`@TW0z8@{3Bp z-$qp@llD$loi_REG}++$-zvNIWlWMeJ@rk~ZlA`}U^6#zflqMTC%NOp*#qF_^TWJ% ztbdLzpRB)gsc~!YgF|5FFkB5a3NGF4S#mO2ws-l}a>>3`-JkwnvHfNwb!GamV5Z=G zGN&5XBs<7`_1M1VNza=G_4m~Qjv)1g2nzcIZ_@mop z^Mi8szHWMxu2}wZh9Ki~Nyf*rOQbc#R`T5EM2y5oubrXBa>sbu>RQm?P+tSL`vKMo zuix%r@%UaA$8@B|TK}QngZOja%1nC3OvlXkfmcVY1h>6E@VFmf-S%^x+A>Z??^)>= zeI9b`C}4@PVA5+SaSmBB+w{86v%0yMdf>wF-ll>9a;bLe0K5s4a=2PFd z{bKdqW6viA$;e0Tyt5$OjU^_{t*d-{E@*8F$SBBmTD{t>r{=Bx_{-Jx{UN~uh#dvd z`CYC**Pjj*?AppB)-qxL{vP99^D-s(3+b=^FKM7Md7{{+v`zWE0rS5+b)EEb>B&pa ztJ0(x3uZDJykoc>kSKeY(EwHm?&NvYEqa-yLA5ca$4G`joUehK{Qzr)wzt_lx4M}* ze@c7y^1rnT2W{9XQr+Mq`!Rnmrm?}@9tswb^n}q>5=`V$M#2@%w%poTd#eep6MMYxtqIRCEIyPpntu33^WUkD??Y@kwC@`mb*7E>NXcBMdiV=aT(q|L3YKWP6eb&f;K~ zD*f9lop!1Hu+Oi88J_>m&h-4*e(ulqsDIIx|JSlytosPvp)l?Kl|x3C53?6PKg(>r zaoWQ_+l&51H=aKgbgkMm@XL(!_(-4PpX2%liwh?9b8DvNJUk2W9ViU9 zo2`9!Cxua^`*K_TrR7(bzuDa*{pd^Bnbj|^JH@Z=kK>OPOV481v-V#2UE|oI z=x#6P(6>4K@%^2h>kQVWKVv$u?8|*{W95I?x%%wiSByDI@@+2LeewBie!hoc$2o=_ zQ4BGhE#M)|!;H{Xz0>>mM;QAuM1(!!o^zbB;3>n7B8Hg89cGa%U$3c@cF3`RT|QCW z^HpkSuqt=A=@!?2+%=K=L}vZz%3f7*Y~M_i{>fDrnkPqfE{~ahK3ka~&zNDI7=t-q z1L)X7v)PH@2IBRrlQQdeZJISxiv2(@^MhlI1-JOQ2Z9I?wl$3`9M%dQt=Cr$nq;+cN)k+To`+rSF!V(ls0J^*j)(q>RTo$STI}AAT0ep=$t^og2&PgkcsbK-kavlG-sF{mCp}4 zYm~F#G0Tote%t0!**sfeyDvP~X8u^3?#6N_jiu-7Hc&(4gY1D`2k60ZckVoD`1Ys7 zC`RArFj!|H(;YjN0}J+_oDsk5pe&Qy&(LE%(;!x#YXH@^7EJJ?F!<}Hp7-I1*teqW z>J)u;4Mr zjzX3@3ETx4j^CxeTzTTX*CLzy*Zj*Sdr$jZ-o@k7Eh6#S=f%Ds0bA{Q%{RQt{i5e7 z^kVCR<@$z`*M{Y`9LQ}u@Zt%`3K=GIKIpQ6t$Jq9&-#ZydNk|xG1!#(srJJ>(|UJE zr=4m)?DKPbVj5Vh#qInB8w!>cazN`XVe9jih4I&QUOsDm0A3BiamRusk0CQZIAIN2 z&1|N_YL9P=NXWg|uK5AHFhWo&7qsA41bW<<=7&3#(XlF)o=#@rtL+>%fz}7~20!@b z{p#0s6Zyc$(=!WZGyk6?wKyHL7=f#&B^flTcb^TmgT-RY)YNCahgj=hg3Bnd+aKyZ z*u9fe*@-xl-2Eu`8eqTyT_VTtK|pg z20!@8d}sNA1^ay)9qVT^HUGP=Ss-s%FyF9XyTlIR3BTnzZYQ=u7wQ%Cb*Enb^T9~> z#$4mM!4J-97CaZJ_{Z?wSop>JbhV5EbK`}7rW*&#D;CUGG>~(<3!2Zdcq^U{o2~5I zaLqVa^YNR#v03GQjn-h>`6h&&&g+VgS)(XwQ~br`*MhI{>emoSnV*f&OCuK<{(U zrRud56JIXaezALP*6L3tvG<$$xLHijdNls_X)Lq=AE60y2qgK$+QhWW|_P+J^-0ElkTafC;btjz*w5mj;Y~@|fXMZ0->a0w; zeL8&^{z8&FE{1`#7szzbzBrZQjJ;-&8Rn9FJ_p||&lFh9BWw43Mo~$G-lx?s1pCTJawbHzhRzsBe1o|>nAJfqU7 z_t0<}xXfjHC&T>R$2NI8lXG+Q`GlVjtj|BG|9l4Q)7?uC%$)$<`2b#;2AW}h{p!}- zpD$Isx9QJ@#N;{64}Tc{r5x>>WK!js9duaP)PHfgy{qk2#z~hl^0IB2C4MY_uxN?K zQg7uWkKP~UKM`fP=w;)(7hZe)n%w#Br1SM;f=+mlisPFBU*KD&llF&qlE9gjE$pD< z@nm)s^MMxHf0|yR$`-%7X7%Go=aMg+{=Pr6w|`ZR`Ga}Q)8EGb`{mgm)3t9$s1x(- z#@bIuPX>r3PZz!Wl<|~Z(gVBX1fSDp0Xl3_eej;k9N)jM^J{h`y(TX^ z)CVtDSx))Q(7Ex<|3l)_W*$Cf^nvl;l2@DlYreY^^zOu=d2a8Mcs$?B=0q(#c4b1< zOtvc9qyCZ|pNfAksC4Z7HDm6yO@1pgG;7L3?X9fstI`fFkyQT;Dtxv`v4HmZSF{Bs zyx3C}?U*vn<5nl@QSfrVqz9IJ40w|g-e>=nWLeZ>`7BrX)!ZdEd;g!2S54b|^h2uD z3)6i@hA*d13fz;Bm+iE7$LdVoZz7X@GG4wa4K7PGIU5ti*u4%^&@7zYm|4;O;gHD` zX6NTiZ?<06={y*7|A#}TDeuz*#TAKC#V4aXUA@oz`+rp8nn}dH>BhEK?i<=(uAeCA zQ|EFy{%pim8CzlZ^G9wPvoSXxs%itdZN?l8wq*~654|o-TXv^S6})uhD9AL)J3KY! z=Z^Rvm(*bgG3uq$FTI#)Qhlr-0W?3)XVWe|Z=uYLHh+%mM|HJ6lo*xk3rTe~{ukf( zh3Dvj4~!LFzfFofGS?>7ahCp_Dq;mV&J>J~?|$YcN-pW6IIP?f#3u8>zZp|C%P#YW(cV+L!i6R;^e2 zTD#bC@@KQ6nTKQaU&XD>ERJ-H`t;Ljm-!DJP03S=6$2RY9_smYG1SvbkJJXFX#~9tXx%a^4 zl!ub1Kr_+C6|A@CroUP~Z>4@^#kyAQLx(?fbp5`MWHZov=T1*rwO6?MdzRCC=GQH@5q(D7SY%==?d# zKTyr=@RtpaMNup(+0->B?0B2?-KVV9gf}GAKmv3Eg$Og~yah-MZ@qoW_(O>{kBzt3 zyoC}KeEK%cvrA`(P59=z{grj~e(_gxC3MPcUp_zk``Gl*>GOAQcfGmikJ*Mj$8VcV zFm!4YzaD$-Y0S=&9(m0T^UY5``c&`STG*q$05NlDbHtU)#?#42{sW^>w&Z!k4bLTR zFqh6P_S;;}_Ox$=6;uiG;@zgQSYo@bacPkq_xsoUfwH_Vqb@T&)P zAT5}`wLE$UIiCC)e{SPFm5J*WjP`>^WO!~Av%N`tuj`*Ve;K2HX1rVd%uD}FdBp_x zoj7^X1mcv7wcxExpc{R~KyTuas`(mi4X#g1=305|N$TBx zmtUD*6y5J~hVHt@`0njB$t$~Ky0l%{`eafR4#%#^|LqX9+Aec%)e82md6J47<|}U4 zE^y=W*#j3Ezw+GW@c}JWGU1;e#(Z{*WW+MI?k_gW56lZrIIp>Z{oSmn7oKYtm_FSc zdCexbStxns&82gkROWl&|_Oz?8e=AL`q3)7~&xN6=#rL8&PyyJ%F3O5dyJ^1~Sb35~WU;luz zM`cw^m;T&-ndx${&h22u6!4}l_k;7^u`dI+rKj)vbmmLRMjeLU=PEafh2B_leq+eW zjQVX-HSgNKo_~|J|JlkjjcuRD>5E3n9N&yNjxCxFZd!u2?{5ZoWM4lzrB<;^>VxQc zW)<$!1p;p@Ilgg}r7Fr4Ul#fjrFk)mZO6JE?>HZY;#vKI;Zgdlug~4>ji3ZaQOn?&Z>=Z5Oo7 zJR)B||9@wp^sL=B)wBO{H2vjiGW5O^kQjRy6kyO6NVxvC=gTJ>))`)a_(6uHnq~L) zpFHo__nl7PFylk4UGve#`swFe1XKg7_X~)T1~oqS&OfHmR+x1#>F;;&5@UL!)N5~%lRL7>Cdb=_Z-w8 z_ugI3UUhfA%r2i)SE-XMr8@)ldkiej7)TVp0v$cg%7@r;uDQm?_$^0Xs^KLTzGmk3 zgN=tDFl;be@~%X`QtA)_WX5~ ze^!CF87@EAc=f@tLAO~`0tRY?wa!j5^pSd(!ke|-chp@tSZ^5 z_-0q*$s?&2Jl|y4sv8c9?7GwY*Oldq0dED%mo4%IQj7~P_gLJ>mgxzXTbE#X)22}7 z%#+^oeZ@ZyoJ)1Likufx*zqdosZy@dN2znow$BgltFgGKz`t)+#s-d$S6!Nqs^6QF z;U@RSl>b=NUF`@TF?F!2HDAv?Wwz#D_UoT{pPkv7hlR|OJI@!$y|Lu~){vcgUSBUD z+WTF(*hW8Q8;h$-b`w%|O;qpp`)2U%<@ZCkg=TrL^_RVtIYGW%N&Z32gq1qWs=|U) zeokbsKHDrG3ATFP=LCM6A0}^VEP0tyq%7=x zm~Waqb*44;(BQHk{ogJxMpK=TrTklx2+7@1tIeZ~p#z()5|<6aFu}qQdAq z*Lh5phAO|~dOEc@CMuofkWBxJSJZA#Fb~xsY<<)$d z*xVT!1(3jzvEaWJ|G;VqMnV$9A!?tYDJ3P4=bZuFo zWM6aPhixxbn|<8rvfGLkc3cF*7PG(aGPB}~Hqab3M{v)z()ytn0RAGF&s z@8N^l<%OJ^k8-k$OjD@0knGWU_x4ZHDG@gr856!^{gD?BRq=w(odBm%2ffL^A8l!k z=i1k|xAEkWOi0!{aPX^n?sjpb=%D>hSFCua6=bZeiX&3g@zmi?iD% z+&hp05@J8s%>3ZG+WF1bbROoub2<9yL4(bVRtNs%^Ue#Fzm2cT-IP9U>&e|x=W5fA z9CUn~uw`9a2_=ETxjJ|?>u*Z58D zWc#o&Zf?#Zbv}-;<;BY-D+?O3c1>evKi53-59_BRpk(!lvB)>V>bi)=FaTwE&DI3Tt9hn z>H%<}SRf^%VEx0Sp~8~aqxyFzJ!$mI&zWRfl=*-9D|k zwbSR|w|gm&{K@?MAmfMZZpG8ey`QG{{bh1|Z8}3<=IKlGjeL7o-E6t!pxCwV&Iu>6 zWc!~j)?b!y%|EyFPLYRencrKPOOSLXe2Ys=c=_f7+*GPv@RyKOw|)Yl2&($>GAh8|_~uAjh0!tSwJ`8NOCzCU4W;Y=O6P z&-g?xn|bSG_hBKk{?5H?>g>X2=1lUReBCcW|8!}NqW&k#$VGcUZ_R8u7|5b7&eoHddUk5{_bWx z%h9YnC3=H_g^us%m?!JAu>62nhHhnFsyXN$VE1=t8{bSk=C)}-!|F!n~iYpJ29-WY$;ZxIg z_`!+90v-8t#u@dd=S8f}`+U3Ade-42TH?paMVXz89~=oRc%)&GxM+Qg z>b|EEb6rd;!oS|V^?c5sOXe?LZvQl~P-??_)|K6BeC@uTe)d7>!19g#amzLa6uolv zUAx?{K+3YpL^tD*G8=V$)+Ye{h@?KA0Zai~L*!;wp)%zM}{yF-T_etmJ0-iP2>rbbwU+Yt2 zT)zJ9fs{waGA!zRO~MVgzEsZ**4As6V~d{eSbhKV*O>ilwPtJGk&V!7f5P?r*P-z0mPTpDZU6wmt) zZ!vRpPJVF2v*3}61#8U;-+4jyJ@Q$cGvX`Ed7m5%pZ+`chEcW1pCPQR#c zsWVxq+G5V7&x|$u|L^Ub&g&swo5pg`vpK=Wf6t=UuabOC!sodlt*IC_nTY;%?={z+ zE&v6S-yG)G`UP@!du-Sy*F^sKyy2V4pGv9Ump`z_rad{}S)AbWF6!c;T|E1(`oIP0 zY4$QZ+qTs{HDwXypV-ud=RcIODCC>d@H%dtZ$|xAGu1iA)?HJ3aNzwqUuAZ`SvHZ z>gHjS7fU;e^u6XR@@5qlo`3A0Nru~eNymaq3KIP)>oO8++tOJ#Uz46*e(xvars=Ks zjcijVRq49CHi1M9`@xkDTqaa4eL2a>S#!tp9kbbQGB|&xN%=LEJ~vEw`Yhjo zbKOJjtM*hHO;vYB5v8vb0U3ntNmd@M!QSP{?&YS4vXA%vv_ZC(@|HN2S zHrc_#`IdoL_P)lGptAOy3|o4``oCFnoig1==59?mx?=an_on^RLZaS$?c=ejllZN4 z`O>B@n%m>w+MVP)_VI+v=jw)2shwMHzkD>sU1E+Y&#^7tphB@gVos%>!Q^s1d4=t% zMM&|sePCwUVoPKcT=7hhjdXIW{Z?*3>kJD=wZO%OK#e~<7S?$ZriLB{on?9Nz z1=j%FX=}~zf$w2FZZ$i-B&^`z-Q&DIYJP_!3!dp%D6iTZHJjmD+FocT(MYCn{gk@Ne?I-Z{nqBugEfT) z`xN3pIl`YCTuWtI@Liiby`i0Z-@zsOS8cJdD3+OH$#+hMJ^jG$bipI1vjx~UbG%4= zQ_1qhozZfxJ(zm9wLoYwU=%Zv`v+?nRk{{N2 zZ(6SVDWux6I{51EJgF(Sy7x}GHv7aK!$PSCXYYm1JW(Zk|Iw!>b-^+LrGF=#k~6(} zY5fnoud^nyr=M*uJQ;s5X_L*zBk($3E`57`dT)NUk-I-;O#s(#mmi$TENF9yxoLDV z@5FbL_N;X~_C{Cl|FUQGw8clHCB2W^_w2O@U%zZC%g2*umM>VIb-zEpHF=_hw^_;Q z%GilEhaRj+H1JE;j_|2zQ)h$LP-h;TR+%0%^T&=e-~43Q()pT=+Yd_K$evIe%;l{w zHMeR0o`-F03zuK~vS?22cbnD!xV{&*sUG z^Vu61`De{rb};ioOPuke2a5^~<^{(dJalb~e#?!z#Q)c_E%?$tHO@V5W%*&fyZ-J^ zo!1NGVj$N+d|!BdhyUJVwXaOy-QSa@a>!LUanF@x*6x!rhdT`>o8S8h>W%83Zh5CE z96x9C#Da$&I|@`{EQItXysH-FT>Ljwh3DJ!i3T_JOLI=2$RY0AQrH#`Y8b8;4&=Ce zcL%sF`_pr2rtPk}3-@;Mupeq=et4*{fKj1Flw2^Exqb%8#`?aYIr*Y+Da8QT1h|pVuW3sOH4Ky#Id86TZ0KJThi&ZqZDmTg!FgwSPoS^PJn=zVW^IoNpQX z0UHZi%l%=j6a>kZN?7aD9^t zg%}F~JsFPa<(zL$r`su>;LrAFe!hI8J@=f8scs4}4J)G*Vk*iC9^O2-=IgQO_n_w0 zhBM#%xHzi&e{M22nE3+|JC}OS|Ik_ZN-1$w%R#fHGEzVGJ^5xmD<&#x?ww1`-`47S zmR&fz^v#)x@0V}vSM)wH=U0hXmf!Nk0@=!ft2Pq+TLRE>P z&w;q77CVY$Vl4Tt#XqRZbo#w|Dd!vg>1rG5%QIIg^Q@C%QGw6y zKQ+#6H`!SlF!RTxi9L`;5L-B3v-Y6}s?X*%NlsG|TzInSo)Gie*J2F_v8GWLU#pwr;xiWJbNZwD-Mt%N+G5Kl{CMQr!8gQw~)$)czFS zUHx;P=&PxJ{`~)U-sq$BfrGV^ujbF@+Ia0_jO?zn9nGtc9kf^s8fyXNJLp);G}oJL z2dhd9lM&f5PX|A5X@1ToV{-3R&{*TEV_V9DfU(G9$YnxUboc>z)Tm4o$M!vf0 zTB*WUXPp<(r*{63WK)Yy(W$kn1_UKzoythI4wecLbaKGlz=P&)w+HMV)7m~F} z<;K;=eepm2#qv)c)L$un*0}$9;+yKg%TdL@YhNd(@h{=B3T+ z(`Nn3H$KbJvYPEshgH~y85X?f1=2npv%bHxX2!weCmk(Ql?-{0O)@u_X~D~WXex8! zUtT??tGhSa^M}OyHOn7Rdb@n1eeafonYTDvX0si#NL-hZIA@t)+V7*$`Fp@)eADG; zsvbJE zdj3RpORr_6xvJ?0!M_ndAKiUa{OuxtWbX@eWzoD@T;|@b(*A;=+e!|Vf|?|2`DLOE zT|M_7ToPZEa(LFUl?9JMmtL&d@3?;9jn&3&bw^$EDoj4+y>ZUnbU0Htj5FlIX}M!} zp1wFdskXqoP)+t%=G)gw|0X3(sXz6p-0o_R&yGyBp8AWRmeYsmClRlEx8K`Ylki;V zw3jf?As@@o1bkq+??Rb z{n}_x0!ucuA!>6*D?wAZ(r@yFWrYfNECljoILul09QC{t+3Zuksdd&A-)6RjKm7uq zJP$}RO!bsYnE&s~_P)}UJEv{ZN!(}g(%)n0*A!jJ;Qe-=ZG`fah4Q30&AVGbfzk4_ zt`ORzEbi1%H|}*hWU6?2XXD8uxfVisGMwA_Cl(lcL>v+}^xLF9Z|^g+zuqxH_3?#2 zFBq^@N&VhFu|Rra!DSDL*HY^f3=5^^DZ(2Wsgt(eR!_b3f6labuxm>|CA>$?u9hj) z4|XoG()45gwoYVv%-O`1N)Nf8wr_kt-CDQSS-JYeNlSgH*-#f6dCK*l*~>3a zgCW+Kmx4NK4@Fy~{RO~%sFa_p{jRCkPL7$iq{_^%MOyt(ukgcZ_FrcHS$O`5f34d8 z+2?y)c4R8`)PEDzQ4{7p&z}daf{ZK7J->yh?TdesKDP~?#_ZljKKNNAwa3eE-xQmR z0>76gOkOoF!T<5I<%Zw?uFC72RrLDn!E@a`Tfi~(G3o;-vISCpAAQ<;+Il+wgygvo z5^O7;t54@Q>uZ)iez5oP1GX=wzc0Pqmw$G7llqKz$Lc))K3VMJYxpxJ-E_kO$Co@A z6W>O@xO`mYs<6F7+R~*{m+pLL^jB}==b33LhkTtw_f!?Ta=$j4!(m*>T=~ds4#(?r z$+PbqTI=(RS50`w@lNPfCKEpB&Aqhq7XSX6(rxdSIr?}{&Gq##U9S3Y_U7YHm{W?n zWSPCZBUj|y%*+tTiVV_xl<`-u_41KVdw4u{{1<;}%EsBuTE#nczk}Ii-l?Dlzj*rO z4GATio}0a&x23ai*8eBM%P(#!l={Im{q*FG`y=LE_?J}a^x1s6dgK-N{y-D6$7Ln1 z+^-Eq*s?1h8Jf7xIK_U#^tOh?{5b#?1ZXWWv_ZFS2v`Y7quyw&ETVqYoec#+HFW3L=&4}sV&sjg&LE@MH&aX9pG<+|;ysKS#a`EYuw?=Jj z&8?-9Ud=1_G};tOdNmh*n4DF8>&WzmN?~(@nLBun9*ml|gXh9^yUZ__!aq$=Ibgbc z-i5fH;y0Ev6tC3HsW!TLfL(-h!*5%5p|VK-;>3A>?m2m#u2hI|TdsL4 zlZWq`*yPGKHI86t$@4kGY{vbBN0*oE+iNz{f)`|oMenoq%LR{|&SYS}ECA|raeOiP z_FPfG%2#%-oA|?{pWcHCf`y!iqUP!NiEsq}WY{SY^PzWf_t|^<7Wt~#IX7;YrfwH} z(;vf=HD?VLu+=%xvaNOm-gCS-f~_-YK^X%Fz?cXA@?etgBzu@xRmZE zJbJo5IW8<~GAJ#rdD?l|;n%us*^k|akEoiYyf06duUT$#X^B_KB0n~S~o zo!le+Vcz!TZ|$pRCQPbv%l$OlI(E*T6HRmV4tC$ZD5~3Y-ry&9iuHK|aCd#~oxMzp zyW2|d9yqeA=dsR>La{dr!r^t-S5ANUY16$K-rnzy{VUg22@ckE{TB5oOKmD!^q0Hq zUl&Kd$X}JSX!*u+A-(UvtBT)j=bYPiFz?7gzt2HFQV|Ca`I+<~>hO27&n~&B_LpaZ z=a(yL!s{Q}+$fZLqagX6>r%sC)g_F-vptx3@3orbJvr$2IYDRL?xxnK2m3yQ$5`gH zeNMQ$^G~6=-{OSze?oPZ7S3U}KG!V!{2S$e4D-+)S$9T{QrKPpE6IG6q~Yi zG^l6e%fAfPo|+V}PWO%BX6bKGj2}8S9-dfQAt@ZWM~VY1sYh#lb3`2??_Qe41u*a;iN%f0^%v&L7A5 zl8zfLD@dGQ1s<$Y1C>z5GAy8(q8UuD?^{?EO8#DSsgUoD1$)^XX6pxAG{xgp?o9Zp zJbU`p@@##g;@L{R#;J(Q71AWB_ ze|Zh=7?dkURNvIGtlVT|{*+a`v3+BFRpZU2$6V(q+?Mv3Kbg%c&gy=4zru}7fj2rF zWgsteKRM}h*wJ7z|AcN!-oL$zS4-aK2Dg|Yj!I$sEu=c{r0yx>vlZ*!W@RcT7ul{#Sj_u4~vDy6NK+HKbY`a_5RNN_w>GbrCKk!VEkv3&Mcwyxzie_{>bzynYoAK?#HnWX!k1atLTU0+;Coaf)Bi_yA#{W>4=D+(TFaDUw zTz$6jW6@1ewOzn><_UOEnUAM=e#q==YPHL@2X1&SbEB9Kw0>hk+ij;w@x}bIH3osd z@80-6`*6@?-QbBImOt`)k@)7f@0(4k#ectj+c3k~%HMiHUE+iqr*(gMzrMWr_KiE= z8&h^So4rk~cdaVVHG-#CrOq{$KL7MK*JZKKlk?5>-=$|oEPn{LYvSc^UTL4~KlQ&b z^!%Ck=Cso9=lklugmY|T(wU{7`SN@~+OkKVjWnmHNqg+L!o6U-jFjbzDStVd_Oc!P z5tq%{ee%(f%}q1+e1y#87+%%efAGld+x7VgMuk#+O}6d_e@Vw2(I`)@mt1V)Gx@T_ z)2HSc^+IV2Z}*to$d>APk_~QOuvPmt&jbxhRPL(0w3u6PdJA}1>2kvP%nkpT@+;1= zypOB&{c|Dv!av{jl9d~-+ekeBA*#FPI(P;i+!%Xe<-IsiEY57tWY(_F3Fj*}Jh!>Q zT)%YU+q*Y*Unp+M?pybzsPCIK}HK&-m-QtA&tca|KZEDxj!8g0S&i~-P&GgYW+YN;WP3=2dCbEC$*6aRX z>u;**(frMOf3=b7#|;vTo?7|ee(=53&2QcP1473?|9)YrEck5}$K&r2p!vV^Jl|Sg z=7A4USLnWeLweqp&Kym(CC7@D-dGBLo5NAfut9HWomhG2!tj7C$G2~6Jkz`LXPwQ0 z_$fW24)VwLO+T%%_W3cEpDa9|=N+^2T)uDptc71*zO1=y%apjj(V(aY+?iH*V+m=e zJ~?-D?fDg_4tmdd5?9IBV#|JL9&_Sf)`Ddl*YB`py0?1fvP(0M2_@z*7@z(5FVp2v zoO0rsDKQ6=Hq}4!n6dR9WVC39=d9&&bJth=dd{XMy!@fZjbfEG`wz^YQXRTU%W(Jm zou$iqCT?3_zsO>y{$HQiDL0gFZmQ(}ET}l8&M^H|xJFO;#{GNP6pBu}mfaRg)ECO% zdbumpvd6h-Tw z&9s%~kp8U_y)f>!T}xc+-5oqPPH)rP7PY#28Q-2FTDfQPL&Ro(qoBxza^ed%f2+=%H9T`UTeWEwt%MNW!}{`Ge0 zRT<}<($#VcYQJ^JI_t&Jx3&9smwY-TbbNBvODWD7D(9vx{arIpva;ZUjl}6r z$Y{lb1C@}0mFYJ#)orbAs@?co23rbnE&hT3TYa`}mN(unvYU9Do1Y%sJ7f8qg*BQ7 z-C30QZ@YYZmiY4NRSZVDxde;@K0;&Cd?*_#Xk9 zmwJA%@iSy%>D|%SYfi7YI5pulTlVD6(*-i1HC7Jgse3s#HAg4Ct1~W?JaBxkQ-hDk zCJWO-_Ucf6Gmib43wQpCbGaomp-Sp^+~oC__r{&te6^)m zx867IIr(Xc^qganFU*w%`DSrE?%BDh^{cdB3$ywm$oiRO3*4qpF8J{pG~<(RA;>p} zgZ;qPP4;U)O_}uGeDh;nrt)O{JTVookDGQ!-b#uKwe@M9_iDOI(kpgB6{T$}s}tVG z?%!g&Ea0f=>B@cSkQE2qf7fIr*0i0BSBRdU2x_&bnC|`e+_(la9FLvAMd zD!wCb{(*m0wM}f(UkAH1{JHl_#9cwgRN&Z|H=??0&VP`3c%l)KfW+-PGatOJv?-_o zukuj;S&f$Kj7_tOv-RULYrf!#aN}q!!%>DKL z>Zxmm3fz`EZaL09Vt;n#m)Xx#TvqC*uiRfZz4UWUt<=PVD;^TUPr|os@H;%Q;E4w$ zDWpD}?_(CgpZw{WW|4}FrBI&?=WG2BZa&O=zF951$h$6CD))bxk1^B36^#bV;@5!2 z4w>PBdHPzW(B%~uLyN25fd|pSE@WD})bRM-8}pCJ=ubab{qT^Io#w^4{e}-2&n@2= zA2iu@%@UpL$o-NJzg!K5tW%l1E_}lV3yUI|Gg0|5_jcAa==?LdX`Lx!qy0kClCKYP zzs-}!r`#gc8tNu`W&Aam?0ctKZ0YygVz?HZFkBshxfKPVMO_pFVNnynnS?)w(sRqOY) zTv{@>W}3aPPQS89pA=W}+(uCywaL8ghkRf?qZuooNc%K#PnH%`T7GC^@WT@;H~eGE z|KXcjm+Z~p;yqXY@3Nr%miHZd11z#Mdi1-)H_Z5f&~Nf1Jv;9=~%fb3^^d zwKWVtG?Bj(3)_TN#yHJ3kJ5?u3n?rHY2d;fP_%M9Us7*O!M zig|M9jOJKK zLfT20OWkaDz54LzhV%@dIc<|49yz(;AJg^I!Z+ge{VzPosxsFToC<5SZB4h!r>^=tPyMw?!NX{;jn5xd#;Yp0 zNqsf==B@ws)#4qFy^&&0-PsEo*VnRn8-_>jeEgG53uH%5moR9pPNs#ZAIKWeg!2AP zH-7a<#TG_{egLm42(c*Cnv?S=U+lc-@t2xqMt5(BPru-DXoKqXxK&(v*6#>Px!xL=8qSvzA@|k94gm`s~bQ#eNpUClP6xHqKG-}w^0@`l`mM_3ud(evUXllz zxdpqI^HPQW;RKg$(-RG*H16PP-uS=#@B=|k_1>0`Mn^#0Uog{PE(wA(#Zp>@4b5`boKUvEdKW|T;1)iJV+(9AsOP7|JMetr>Ye%ZNhzRPyp+*fWSzu@tk%QMva zEiAIZi%&OfF!WVB@{RlV_PE1^pyi7;=kgLSF76ks7Xwd79zQtq@q?bo{oQ{y9OVxB zx=BSx@Oj_v%uDCJy!T9t$#zftjNUE$K#?FVXCrS9ku z`kSV5C{j3ak4mvC_iJ;OTXi3=N$2kctwP>=QvN5K@JDH#Z>7wWJMR~$%&`SY)sc+VQyZ_8 z-+5mB&PM3rnofgV&$z@UZ)g)vgs;h~zkQNxsg}FS&HYjHA9`36gDq)07}stZ;qyaj zO=HNz)f?Dex$Tj@*5hK4t<>}RK4`wELNiefT7z6{s{Oizeg6#SCFXCA{NiChG!xWk z`1d8b=-|m+inG;!E^n<)ct6eV;17u;zM~KIe74sNrnoE2F*Q6Y^9___SGdHyHn#D%C{{T0gxPw!LEA&uo?7Q)>^$YpQ|5PjVe8raU@X)UQpgDWb zqX)O&FFdcI%e>NjlDpa*Q{iKmShS-ewm-}~! zb;51^dsUCY(}X`SskQjetcag`w@mz8EBEt5t;LCdc`IV7&7Ya9tCjeCdB->V z<(h2V^Vy!gFi{rMlj0WdZslg&UGF&0f_J^_L68ehDEh8C^y;8>`^8V-EWWbfVaN`K z%~K^8e9baGxinzH^}D@$TMpTs`20pZU3@b0UxRO%EBF35D>QAMip|Qa9N#wC=(@5^ zjag&ZJDqvq`JRv+8Co$qqIz?@x&dM*d zpQb)5J~}^4MpIctPm1gD{90CS?kukJg0MyI=jw`f&ykDGk`TKCT1YpCQ~X?u_m3;- z2Cd&ur5|dy6aIHL-Ay6JMBvz-1)wxjpl}AXivRO9_7j_Q{Pm^>t1Y~qw$1M_XkEdM z0)-fX1K(yVr*75!>nky@XNPq4^QRN1sGJY|=bR(E~r@ArIWelp=N%ViDW&aY~wSzPXi zT9qFjnpnV?BK>>k8?jlhzdlVbG*EarrTT}qb!O!{ZnZGGp1l^SJlV+_ zQ;XWB$9enn1G4SYJh$BehhTEUzD2F2((_b7!$v1#4lgv|sSB&}pLt?R@6vqGXp1yo zD|h>$r8O_iB61#`%H?^ow`}&O{5)f)hl>^(?30SUcxV^6O$5ph?T2=Kexjx>G{v)E zbJ6!!=ZA+D7Ca2tq0kch>HXo7+?P*Zzm?X=cj7*k=rX`JEbTEHtZQ(hbU*lqYcL%qg-X3GwrS9inD zwP>dwnri&;7vqz?(x2~WPyV*bY^}xn4`;s~z7c=ymjCS|`uk3b1W!|C@z6WCQz{YwMN2v@OJ*sq*9ga!`J)*mCm;dbYd*U)-~j=eSa3B*w4MQ6(!4wbU%VlpUf65&@sX+7@jXQbF_seRWO!cZ7YLT!>HS-I;sNLehr-jlK;%cw^(4>XMMFlEL`=@Y{1AErc<-&?&RYJK3#Lz_Hqigcd3 zSnxDsN0CWP-uG?zbMHcqvHiwQ9rKOpHXah!n^u

    #IsbY^0@#V=_x|>c#7ouMOt#g!{E=s~@iV z^TJ@;3)>sM!R2KV%Op;UUr-kZUr}rcFqWvzHhNh zL_L&2Yx$w6!4FTZEMV1ov$>+DMa@-i^6Z$j$cbF~JD=z1`aSAvd+7jLbUUR(tSdUm z|L<1oyba$?pFF8na(x$B@%-YMj+WKSR{fBxVCDX;wy;PA)?bpj{bcG=xmcaaCJ#?_ z7Cd#?QKS@;8yM z4|UG(d-7%XqKBNTmv1b0WJ)MZ2~Sn!`B(D(iksRU6X9d0JHkQ3BHSJ(^EAOVGOi!8){_n)3r%enU3?WJwbA72G<$i8ZFGUuryw{50@69FiQ z3z*YZFYY_Z#d_wO&Z~-_JPPSQ8{$$I#P8Iem1=sUzIf?=q3Is0^Dmt<_g5Cllj3?@ z11bt6`C6qxz3iPe4KbIVWI5UHdZK>)j44>O*ZCn^z>avcs3$i&q<6Gjzi_|z@1^x7 zU%Rsx>i#_y``Sn?^u}_vkN%VH?tF7m+-HBqEVWHKTmMaR3VRpvsG!`a>g?%{9y}2qUZXM1=;L2G&(~%$Jm!3D((H$MHQtm4Fh~5*TG1HtQ>;5B&hnS1fQ=h8kk=lwU?9fmHNxg+rLlEBkEsSg5A z6W{ndPnmu>!lza!b>Z!vfE}3{cXUMZSk8bt(zgpVAgQ!+W@WEb?ENoM>mS0F#Kb#n zJ7Oy}ea7GKK~FsGd=Kx5pE)gP($vspjRuzgQr;A&JIcO2Vb%IRY~HnfUzF$X?~Jfj z{HC)^^E5-t@A^Q!c5eXZQBN3d9&`8?sl_}-dk5sHZ!#QJiq3Vag>=I zGiYPW|GztGCo8Bpb$W4mpxM@S;X9%YqQ54-eY#WsFTi@cB+lbN;c#bBcYp=Y$Jt z!rK=Hfac;GZSJjR<&uuk4alh9>M)aW?{0^wNBi>@Yky9<^sh_oTCRrpwNFQKHN=;F zVl4W)L-{8g_sz~njElf?FGY#E{(Fuk+?y9E9HsL&@4MBzh`2iD8QV|YOZ&L6-_~{a zdoy{(=n~HMxs%_P7d`X%blGG=@0=Y=&(tivzA*M&Q1&Syx9yy_a(TqrxL=!@1cDs2 zFlNR!JBMlZQ){zV`c^H~IQ(PF$s_q-SL82HVc`vVCtNMI!e-6i$OWH1Ngg8`OQbm!2@R?N7b|yC2GklT=(oVsI%?gJ_Xc%G!o&?u6$(FcC$=j+X*S9!Wo>c z7i&EK7QC2rlzUFaj8@Yd56nLv+J0_rRc)myxcjOgm*};?L zZk`^psK`HmCUf$?%|`2mx10n;C@5MN#2tQA ze8PJ&$Dx_R1?9>2&M*8uW6zJKBU@*@`D5^{`;F4mi|zCB00o)>RyWI1HiBaj?1 zi~HxD^j9y8Lx1-?Jd}`F+Xf2pCaFuH`$H$B{@lo#wAFLUit_??pyeW`T0zT2g4Z>+ zYL;JaXxHRVu9sT2XU?&L=b1BF?Jm2`&%Bk+Bf`f0+E|1uxRSZj=zM@iPqY4J-|bHO z&OOfjB|R%*{=$%m)57yJ=l}BgeIfl;yWQn~N7L_kwBB7*dn_o?eaE}_3ArAJpFk?m z$2plnV!Ai7g|@VQl{h|g!(*Qtl4;cwgOa0SmR?C{UOh!>OTF>ZWjiKvTAyv1n|i44 z87R(7wv@5tLOR}?!=tiJ|1GC$@JUa+IrowVtge^WGxc_RjrDqAF|F z+KL==F5u6O_tM?J)n#rpSJ;Xgso!zgi@aV4S518!@wh1Jb+FUYi@6WBnVoKtO+N%4 z3jA~=*Fv~#)(@*1!B4$voBsKwN%OVJwjb(q2CY3i!R)p1=hC)I<~n8qZohRd=1k7N z)-GpI{5tW?^tf|dmc_MO9m`txyml6w;qp68KO+C`{r$9Non+^R%Ptc4AApyPg1Yw# z{&U)d6Yo~edb?9rML2ohKS-bXjfG&@L+9n3@>aZIy8B9`)<}O`cDcvnMrPV89icEW zu`3pREwb*A(XTsds_zp^K3$))#$Sfh8Z3S;g)2OM@%m5osdo!6&Uo5RiWEk;qObAAJfkaI(+BGcAeme6Z`JBzDl!W_KEn#pZ79-O^x+h)_^-5 zEpwNxvN*mzA#w6X8BjQY7u^{DIQh5b){*ONDSyEm!aQyis=PVXt`}@qGV{~I(^Kk; zW=`a=_HCJ~dZ;gr%bERJYQ{2yx8Q2%xB+)o$+Cij&ELUmlhhCO2`92MeA9VXvy(?e zWLe|q!?!LU_?h|UJac-2lwMRZdMiutlDwd{g9>a@B-p zrHw&)kJ7w-&&}Uo`$<{!+bk|??^fI8hvo$*UV{!iRC)*pE%w-{^o8n?6-&s7F9x~p{;np}S!^Yy=}-edKZNB25S zKO??B{n@$usy_s|t5>W~*tp?&1bj9B@k0hbY&=E3S0STEuK78`S_%#^3yIqV2?TC3mQ#dcKMI3 zeNrO-$}M8t)$=spaPIv32v$uTKgs(3){)hh-|26E7;~do?~SGSw*v`_a~4Kdk?c(56ynI zE=+@a?)}(>Zfb8#g^zu91otU@ZV0b}Zb>jJ`EM zF5fbbF*Gf&dHdy`Q#QA3-K6}^cg<}D;kZdZQeM`$KbzBe+u>D_ewcpsI-TzA^1@dy zq`PUnQM`K1De?U07VtLnbPJI*(7f-`npYQZPOkv36iPod&p7cftAg9X*pGK_%$7L% z>}ti56FqNj-l{vyDBWk*8*?LDuji#5$eoHWkS3MX!b`J-^%vet;Xb-^!*g(uDozZa z=Qru;;{7|P)!$Ch>5sY5dd+yF)hf;t>hjm(w!KvRd+m7sJ&`lDQq?c_h^uFM?>}E| zF|l3GI4E)bN`rMx+EEeHA9fy^R{-sboxYNM<;9clRyS=6HQrc?e3Rk&{cYj#E&R4@ ztKDNNeSVAgb1Dn)NpVzjw=lCqO7~4)B|r(tXy%ps370O;>rH23KLj~SfkENT=4?y# zoBSvD8~)oRT^(MVW6G-U*vzuyT53;iM3Uy(6U#leq;wkG@V@al*#7kGe*2{*Qs-I( z+1Y(VnvWiAeEi_R<`(z>#6{nNf(wy{xYLU7gGR<=K&OLzHUA-8wJpEeR8P&VnGA|iR%+3CL>5RnLcW*MKmdyEed(|Co+23O4p3j=d$$qwF zn8|qXx&)@PT@Q#r#lCy(S?i15j9v3s1knmxt#6w|ls*&?^%*9K1L{PRxAROsP?P6MM;;K4nm zGf~jh_vZ`Eu4_y_=ehQLfs%{`Xbv2-;^xp-jdPd!-A>r6e|2j*sZ+LadGfc^O>j$|vC+c?GY#?#!nSP4J3P}M8@8g| z@6_~c;rUW-_MozxxBXC~^Fs!KX~$*DFF!DOS7FH;kSJws`?kU3O-r3|(8C2AGdF}- z6llqC?D+c#wAG;UHFHWlPwHQ`$rrL&BKJRxuqe=xu@K{HXkGmI-t$SR%yPdxnO~bX zsbY32DT{I$z!UKl^UUz65y$k915@B50LH&0dWb#Gc@8t(Vm?l4DNGuz=AZ5u&V{5()s z4!qjDIr8iN!Vlhud5%h#CGBl%et6(u!GWBI^QLMWdaXCu|E0-v@=3PHqOSk)506dT zyO;UYjrp$I^^Z5^JlxD6yGO0Bz#_|{XZ@wH4I9*jmD&&c+}p9|^LaZ5KD(Q{zTZ-5 zZ7BZ6TWy#pY$?+x!{^?x@srDM-4!=~Mk&b!?eTxJS4V!G+D#|R$ISf6^1m2&D@_iz zXACqfewg{@w{{`trr1*3zs9>SZ=P1TCSoLrm$J{uUN{4I3~-z`>Q9M{KR#eGooj?_^I|OWi&*qS+TJcv_nEZ(gY({Yr5xunlohU@OA8iW zzGAD}pXmF&d%bt&XH_3<)cKt-+ee(Ys5kMYILFu9cd9h^c5XfpTC(ZuRL$eZUpe_c zzk1|xN5*2eEfq!utlgcLKOBj@Rs{~1lzcsle{9^rN}rCk|NlJ6zqal3O%97K@zYe} zgnv~R^=mFJPk!H&lb(G%cVTF8=9|N}jxXJ>wpOt+Uh2?`x^rl+i*eq_D*$)(B6e=1KdmplA2hs8?UKJ%u< zk{h2c-QVpK!}hKwdRkD`#*Aw&GUS(O|nQ`pEUXW z>ENRi&$;=gZ+!NFOKh@7>-3_Imi2kyWfwAO`Hf#*O!GXXC;cB3V3Oz3ls8@Wl==Bd z%;Vis!w-jVU6%Nf`Nlsv;mb6^Q*OMeAKyOd61x^{F(nmJfHD@%x|_ey-fqcB7H75} zpC|e6Z8eUx{b%nfcj1!v4D(1EnR$-8rGFp&>apa$?(P%Hrqc^-bC^4mC+$dnrT%@c z_T-w_48h+OzhoaR71y@idvM#5i6_<0rfj_NflI6`)N9U3Bgm?EhjVp8zhCwD|M1@X zk@4T2C&tS?=bTVeSR*v~iH3H=pH1TZrk3xH*)7}irHS9}>-D)iPT2JPeQ&yClibv} z??)9qYodNDGz-q}x#xMIrb;-|Q+a}~)Co226k+yFKL40*>Un_|G`&f`S$t|ylF_GL z{{PQa=UeeC-^lsmd8!06@47=0Z~hzgc+ObyJ5FMq-ne7anPHC-2^m5A|`MRvs@9o2{Vyt?OK4?Tgkq+4lElG~Ya8x8|qloWl=UB6rm3 zKjhmx?eEV0Jr?GfbGj!!<`SE1+W9yJp3H;<_a9u8@_W(*UXWvcaWCIl^`pMaM|ACp zs4M4prQ3+tntu~g3hy+I+Ap*r;?2hmywg;F#~Ir^uX`6&Q?yA(F>%`7uai<&z053r zX);;0H^e;iO=r6scr}o5$xQIN!ba!Wp?ibHHd?+mk$I)YS1R1TtLjI6)BElBj_U-b zWlP3Cy4zc8?|h%%?f1O~J1v*GXmxDM@ik8126*+))QFc05zacf;y)Gz**HPa+l z=3lxZ{#{r*;>Ow1M_0@R^B^s`O>bJ&Ca#yd+qCgxZ$HQ{RXof0acaDKx{0N8Tli_A zuv=1G^quwNQR8V*-8F|lECB@tXeLtO^uH>hV=1=mzDn_ZHNx)uI+gEF zu`ikNXXfE2{IYDFpJwwJ3*BEbQKJZSILToF4fx);Cr{MZFa3JFnneU!!Whi?Vf6Fd zQ}*femmAr=6}+a#oBh%EYM0oz%;JdCPk5i4y!>oK*vZR>KYjSBX3Be$p+4@@%gfI; znAI{RyubEOi&JqgXF@#RCpH_me96SzOB>80BW7EyN&O@~-F$-jy+es>C#eR_Zdv{6 z@#iIX^rS(B&{r|OY~c-8Hmk5~u=aL3@b26sfdlWfI2HR9%(4Z#)9;0CG2lD+M1MlA z#VJT4nz=_VM2t88$li|+|L=KXTz_KD;a3mipDQ%{P32>{v43*&1jC=-_R6%_EV{w7 zHAA=Stjy80dD5q$?U5%Y+H%Y6?flkFP5>7ieupF1$o(%BV!9Eprnum5s1VbQ{j*yp zxQom-?K&!~0ZzdhX2l|q6ufE9ZQGtrGel=6AO2r?ayj4Oz?^>qM;HAK?U`hsvN7Sm zU(Y0WzS*Yju0cDSTAyy1SsVdNt@G8(>$JL!cDD3`Q>zvC^9_;)nI9FaZXWs;^F38; zwL`N;uxsJM^!ul|%o4K_-iyuL7j*w%Sz5bk#=K*8E!WQx6INu{^Ol z--cxU-S;|px};~$H5IXVfi#n;g(~-7R6Qx!(I2JBM$DLDLLgf4Ot=&=Jp^XDVjJLaW>V zw;i9tZ@aAKmEqI-Hfcw8Mt=7DGeuNKP3~}^9(4I>(f;XYs(2XUUmMPOmgZM%ynLt6 zzT%$;pFUsN!(Y8*W8~$CKdoyM3@dNUIkxGVGf%1F z++A=cNO#8pm%wiHhYEspG3 zWpDRjW&^B-?+g6;V}1O!hQCiwOKqrsp2}-d`90NFGBfL-B^%;qC+b)Nw<%33{ zE{CW-k36gL_hV(zzkc2ipaP!v_)6A-SE-L|Om=w9IsQ*y`1!(vyE{Lp9$D%7_)1dY zs!ba-yILP#IaH_xKGvh%WTo6H_w5N&S4qo5>&sy74_8FG^#5{x^~#7S`keP>xBX}ojz!Hb1 zP%4iBIaFSO-TdU-a53I)J$NlLBZ{F+&+==>wWoDobH7DIKFo{S@g%wPs=lH3oK~NQ ziS`SZiA*|j&i3&>w>78!nDBbNI{oz0>V2JC?c-;<&51JcJ9;t)loMo@i}eMAXDBUy zaJ~u<ctX#Lb-=`wL4pM~B}00jlRt7tD(~wOsFWq%QND|F=^At)1p5S($awMwI{edQi^z zeC1FjB>epIyTZk;&MDl}*t%WsaAVd(hp8va_3U^2v6=cYv)^HB#)2-6ELZN|TPy=~ zWmXu0r{wJ;66Sx)xcDLJrL_FN^WJu~H)NK-dbpqQ#({rA8xGngOmE=blyRRSr}W6i z(8m!rEjyZ8m%jJ;cj#a5<_)036DBO5uJWS4T=>U1Q2XTko~1=H(Te6@d)7DJm5e|9 z?%WTl8?hg^S_xfW)v2xaYi&lNY?E*}bRx`?_P-Z-6R-mCgkZRvoWDd;P$_ zN$VT`TG#N-+H?B)D~{CFZJQ!ulR;x;He08jls+N6{9!=Y$)o;EJbyom#!tTg1FZXU zfkw1_%cif+8qxOco4(#(kR!V==W2kMc{{ilRo-X_IVqxDOzr1|Q%Zh%_6hgjJy)Io zizj`P=#0#mD#qV$X2&nG%&*=4EzV4``;BqXx}|4V%CJYpVuX#2=mUJ;#>I(O)x3AkX@y}DEIVZ!;rD&&b z5-pCYzS=Qs@8k;6?7R1REC1j9zV_*)n0KX{*Bn+z{3^6^n!@gzbM|mwOBDF2_VEGV zucQLo=$BWL-BhAYCmoH*1np=2BV>RGI<<-ael%ns?Bxe#wJM(UO;vyLb$sNfO<#MW z=6=MCe{1*T$j;2U>a#6ME!uK&>L>9NlUqBDBh^58z_Tz^jQ8@g{F)!2VmjSo^4g!y z^H0kE^7(fs{nP%RXFO6@FWdBE8))md@t%7Ou#WPc_%*3>-JTw7Guf%-JoARhwo^NE zp2kdrC$h?ZkF8lty3(t{wrn^*JO18L*b<$;`!=0aF`V_Ke4*Jy-6|MowR~A`a4?c1 zADwF}cewfdY@zz({SNc~?6Q290vhDHYJFvKHut>zy^SZI6c*pRY4JYifc|Dw_)@orDGKz9XJTjZ%dcxwjQL z3%?eclWKO(=&SjTWjqP>o{|Ut$)36(uzsJrB% ze#Uxn@W==ItX^i{zr5>C^ELiWy{Wimzm_%2xA)Uzvy{)~%t|x!HkMZGs^7@`+IUZi z)@$&vcY5*qL*_Gn%=!5AGi1Gb+GB^!wHzk5+Z{I7@|oP;&v@31>FlybwQG{#!B?BJ zQ^3{Lr^dOz%@}8$a?w#MXE)(9k%n4*gg1)wsQzCe!8P;iwqIMjC2G2y#gbmE%gl+Z%zQ&H8iJOJ z^DJN0Yj6{KUc$jWG5^?v-@jh6q5N^g*1|QnEW&a-Y>y^3+5FX+o!S3>#k*tozOL<$ zpC)y*e978UsRK(wnWjV?;jEHO{?lr+cCWYRvL$=2OnW?|dR6T*J?5yl|6PCfIIg~R z=ts}Av$1^_?0@lqCJ++Y^WR5ZRy$bD9e$9d_L=?9Bk5amYS{K2OtoqL7XFdv)_%eB z36sqqOGe7OZx5WY`4P|lrlUu4UtEoZ?HAr7U%okSu|)1Uvw0UmGrm1xr-irw)Y&Zh zcKzLFkI#hVeA;&V$Hm-=SI@ySy|0#jVgt?fzB+o4z1nlW*~hKA&yLOqO@pQGjheTE zcjEh)x`LmTT8}^TJ^sx1t5Q0QTkKoq@RP=bVCTN zE!A(`+aG3euK(p7go>;p>xfXL16!o_tamT(#=y$;bcR+|x|1 z|9Fq@?fQGS7ygxg|Mt}+_wtjsVtFiCxnJvjxugkm=kkQrj}IMZ&yTQ{h4dFr`L3*a z{;B!&`C!TUWs>vDF8beQ@ZYe(e>Ri9R=$G&JTumL7b?$fKI(AMXMe)ed(yLRJojx} zK281n?6iU)NVD(!?!NQ8Up>#QP>s0p+_!S+H1%%Ar&B}h9Om8aS*^P)(N@>!*Zi7a z8#LFpJlwxgq^2xYc0j|!r2l#M4w)cJDuzNBK-{rfWOzgK}RSH7PgFLopv~Li(bdkkhtG+QOonH;q zvgJFN_9wHujkDL>?$7+`HP86_ls&fBm{l+Md-Va5&H-2+`> z*CI3OG;$%spA(*X-(KogU$Z6u7}V;5PcIr&wq5GqIjwHR2Dh5arRLvu>a4t;7Q0Gc zF>%6wgKx4nV)E1Xy*ib$E8)S1Ey|x%x7D32_f`7&nKO;0-*2;Z`oYDIA6yhP`vE&d z(Xbkvp>>4a={ReX?`^Ur7JcZrAMoYJKf7(9swlE@f79a)xO~Ma*B=xePR! z{e!1{x|iN$ANe0Ya*DZLf&=D!LB-1B|J%;D@YkxA*)>{2% z7EGz2FUZ&JhzRS za`W&rp38-8FD(w2OgLS+Gm!E3>0YiY%6spuaCr3GT6*flMys<9g}k7X-ni2j^aY%O z%w+%NDc0!jDu*=~Hy1FxQfS}2D~{>t_b2ZKa{nf6`7Xq5GCycq{m&lr$+kVUtGZj% zyd#2g^%NIWNc}#_`ttVGXHVlFnuwq7<++;K*3}$!Fv)1=h2Ret_J0*W7cjG?L1wvh z^w*Dk`SLr#BRs+F4+X9&y6i2Q@oVAXEBvy{{!KpIBXc#guZ!I?e9H#D!0fpD2e)yEiIsP zTtI`I?PBWrZ>F~HJox3<{=4VB?LLd2H`JaCD<%%h8LqrOLqz?FsP3D?&t^=4bwf_x zJe>RCW8EgfRB#{Le|B;ZJl2-mGWo4%RFA9Ox~R4GmQ2AWSd&XNIz!B^?qtP^=WJ@r zw0_oqdinTS%Vc=dq_98dQnp!V>F)3?8~SH&_Vj=82y#AZQN$eGqsx7hPE9V6y4ziQ zZ;oG;pZZLA3Gw}e=-y{tKb}WiJY<(Ysq*L1=zInLx_fi9wRSE$dCj3eZ|0Nm4WJ>j z%gfKMTqO73w8G)H_6LS<(;qOtxzEU7w`5XWu;-uJwHb+fTjS;~d3y5Aft4zg`6o2b zKU(?fl}faHGaqQk#){j0(!D2I;e>A+14|MZ=Cj9@b%26 zI@@sH3d!S_zuo_JyZ1#h&pq+-DxJgqA(yjPz0|$>#m00psH5|zHP}~8Ug5Wy=e-~? zHIrSC?tJ~jkjv6uC;zhQFWmoW`k#gSpVWVzE|^orYqpnl_Phf}_upvzD$ZvH?!Vmh z&y&3-rt1Hvwb}Rl!DY`AE>A!Ihjsme{hy|PTDbo~;|$*%FIZ<;UD&Gj@rx(v z38%hiPCj|9rP%ZQP8C=pIsBMUIfO?_>k;E?QQb3-L8rHVD+I45-n91cpWemMYVG@O zfci-{FZ0dOYU7`5e(_&cwve6AJ)ZgM`E3)u*nCw#a;+5AU9e8`R|FUrT!I(2kTQBJM zzdh>v!Q%Vn8^<-~KZwoQdi_;b`u8bU3>KYbc)m{e7LQCWTb~(p?yg~u+SU4pkC~V4 zy9?=~oG#b|D!Weq@Q-B+He4Tb?Emc3JryPyHeKtR!ZvJB^mtGKZ61L}+kd>1wzs<( z9SbS&SoOP;YLV{NrDO zEBEgWFYh{rfOn1`SXjA6_!qBOo7>$V+kaP{T+ToHu%{ZVC(v#?>F9!!N_iciH1hb* z4a>=pvkjl*oV!x@__(@_U(sV|p)lDMu4_3&*SmG$8)n$#Mm-SvwcUUAWLGtLh2t{1 z?$_kst8wP!fJUUgWEO8Y@x*$%d`#WEQy;cG<`7%V)_t()=!t_$llMDp6SjnmLu7cX z9eyFUW?Ctv_uy|`gwXY4i@Sk@sf0_wCQt!n6FU)BYHgl<>EUDMuqlx8_44ww2Nht6 z`0-`AnQ>Qq_)q(-$w-`UmR<#29PZ$^S;4n{&+%2eAmgXMwpdYbxR$8xO0=J z?wiZcEc8C*xI!xXIA%M=>dtss0uG7g z{P+Eeg6t6T~=Q|AMZ7U@VGKQ;+(3eD_VCbDmL8RCJ3b9fJk=k1g(# z#7sTAr!8^yyEFrQj`GRN&s2O*9`$|D_3wv~VKSXko{N@``NwwixaVB{Zy)XTe|`xp zu0sUb3irBcCiaINN?Ez9*SbCWqf=OSEb4uX-Ht!K^XG1y^b+o_^T_TxKdCK!#+2<~ zcg<7fI}bj4;pV(VFA|TU&WH{*}OUBV5HKASNdfMAW87X z)am;_Zsv8}`|;x6Jx?yXpIs>lPo9hARz_aB!t*+6ZAPNJ>GCvCfozlIcXkHIVTPW+ zz(MRUZ|a@~x23jki%?#>j=Ks3O=*pQ_8Ua!@A9XVZapK%HVh4#Vw|=WD}{Nk5+Z(fPxQ)1G#fZ`RB6S)X0j^P&CYNsIOf>)2VF z7Mi8*T5^1m=(fu_r!rno-F{EveUJRFTb}v-)t_F(*~@I3Q!O{7<$n%Xu&}t>t~w+{fm# zjSlVJx9#uVU5_@O+fw=IK|D4K*s@QtnWcg>gl*PT-eX+HF>h{mmelXp?T7s~YeIwO zn&0$gIV*f;-aEU)qqR8b*s`7vr>yTo9Dg^Ze*cn-d+RK6OlKP%l0T;YSSBgAH1ky3 zttq_Mrts#RV%rc}eoXsu??=5Gk=GVK`*r)xUckM*3=j&(rO6Kl0 zx+n3z>21tnF6sCWPd4tavv^|yH~wu2*!Y)gPPuC5EWbI0S7CD)H00lO7(v~x0d@N{ zzy75f(%FH_x_xwl68|rA7fWpkzxNXquNSVroAWd%qh!5&UzF`86xXcrooTl#{UX=x zta%}B(d+koJys!}Q~zQ`{O+rwFXur6Kh*69Ebv2bMy%d+an+`Yp*K&g>e&`o`5NqB z%RO};%eJXMFxhjRzkP37I84J{z1W)(yEk3jwP|APO^$u9&Q+xDF}x>f&r*I)nDxcl zy&&(dhK1(al9i{9MNRDuo7%hP6vur~A`W!}CrjP;exPJ|Bhw6#-Kr_QR#W=s z6v2JmWmcdRc<#qS=iM(uzfWfW|Lfs~t7}ei)Jx3oDel;Mb*YwgcIYzgcD<;?=(FX? zLUEG$J>|#v5ANM;!L@hmb^i9bpfm^Z0| z&pWdiOCmUSYfA66DZMt!b694UK3^MtuPS+uaovmT*;C_TDHtsfjs9AQt=+ITE!1q2 z*5bA1_o~wW2;5P79#cp)pa>r*5xFHn{Cuq-t+04`7!Iq?fbTU zzY{8T_jUW?F#k75KGmL`6~659L-CabQD--w;#j}ubMMDe-mwo)Aby2MQEutVQ_G^JzWlqQJM2c-=PjE$ zLnR-Ajd$K{xj*3&B=4ac|0VD}Ncm>%**B&Ng428cRnd8K-EUvK5pOS3HVdx4Y!}!$ zCA|wk3I1UC-Abgw<9bXD4(ET7tnCi5h`(yHwr3kSVh^5^FYRPcU&#W^Be0_Hn&0$w zIjdrCro`SnvKgAh!a+&w!os^Ho^RCo|9w52xccT)!G8vJlFtRQS9^nk-sgERIN5AI zr8Y0rtpXIY9A@9uY@sFJDn!Y*YSYTF)XAZ#!mBrNmRz0t@l-|f9_})}`(HQxKX>0` z_NGo>$%oq$mS4^}#qnIgd-?NAQ_gPHoV`YKHYg1ngPnei|KK_2nQ7lrjH`_f{j*JYt?60`rSNJe2Qaz4>%F@-Kossh9qFNKVol6W|>Mplu3G9vhw7! zsL5x;CZAn%lHw)*2G^!c@L;a z>XEl9s!cjN`Ti|X0m)nk%3zav3P9Dtl$2uKlWE!~(*#2Qm#}ZUtaFkBoR?&0{bTwM zEy5mve5nI9-_z{+B%kS*Vz(SBo24rGaOy`;8RNhA^~CMh=3I!b232JT@(=ngzd2Fx zoZ>aV>3uotWN+rk-aPa9B%~B@2St&9&1+sBe>q5jtqd*npsHuu9n84Mbvv^xr6n9< zP~D5{{$Dyz)cfCoV{{@SM%~S>_xa>kMr=8>ZIvZ1-5i=m?}O?G&8io93R%;gIqm?ti(9-Bm z)zh`$6rS+>y=3o={{=VFO_Ja)Uis#8$oHEPAQ!tShb2GX(d)+ZQSXN3{dqgizc>tX z^kRNzNOR|!-TBn{&v%_a)_zs=+;`)9ah=g15AIG_e*VSbf+y=ip=`(V5z=`1b!Up* znw?i`x7n>plz01~cjMbkNb<<}?W0`(x8Tb2wps~j!|2=2FNwZy4@@1!Er0Ebosay_9T}}}jemoU0TtYeAZKrA1GxfLj{T1LwPD$}#NMxo zyuUZF&A9?8$BgSfoS5GeZ!hz0CVCK*C|y+&{q}3;LC>TeUqNM_aovXt^RTN01=qJk zUX9h(k3j`N`kx0A?Il6Y9#G)HQZGETEbL*P0yV;HKB+$jrQI}nX!}B^HqTrB+BG|$ ze2v&GhraB5`ZKWwl;h@pY)}LDC_`%qP_SOJ^Lg(UwdByeeBphtLcBJA z+xa(#qrN3#+HZTfJM4zt=RXFwKuP>w)$_ITO>5N`&czIbTesS`UTfb9Niy~4ZR~rt z!6SDQfA&q3$h~H_W~<#A)|X%W%M*T|v4a$A7Z%QpewlUerrTzL?8pvST3GC@cvVRLAJGSZ^i4seKbuFF;b!^=#ki8bHe;;?*uQN_PAM`9t ztAd|6Yt0GUES!C_bL*QUu#mgDR5&|Z{aTdzwN1jxHR*e}%A(HttvQsuy1dYS$)QZs z?2Xg5Mx2g-F9`&2_fxGN4j7>h>q3T6rycZTXkWP=(ejisX8C07#@;- z99xj}h0%b2Wx>ByHz%oXOX<`_G`Y5QCa-TzkIoF;gWb@^?Bn_-)E7a!aY>K)yN zxjnNq{MM#*+fsimndqwRvzqfh>+LXMQ1dT%ad;R1$_;Cmfiz^59^ZxtOo)b%ui)5~ zlg!=w=^7|7?_2WiNse|~3~DT7ZG(3LUR|12x>fhG>ltxSQ#u;ffw`mpeAh1A%AfDo z1@!{9tx1jswdT0}=Kj<9K7nib)tu8-+frrW?$0gFJiY7Iw9;$SN^?$wO6|32(QXyu zbMk(rEN>67Seq7oZKLk%8`EIfYPEOtwX56KY~HqpIr*!9c|!ErVo2!c7A;dN$vK_z zVZA(G^jUP@&fS_SE3ve`=Y3E3LBG{Er-fD+WIwhAMeglQeYuesp#xUGx_%e)?X0-U zp0a(0_gMLxKc5aezO4t8TQ*!piQd;)(bpoQuQhIjC4P_>?#vY3Di`!{%Pf%bpkRRa z?{XuCmV(fByXyUc=L)LDhVw z>20G!yC0Mk*S&jjbJ|5nHzpS;%cj=mp03J1T{RC)`H?qxm2XRJK}72w%l$c_qI+{q zPiz5q@uCrBRBmMa?M?S?ZJPHSIbZDtsozXM{nwn+&>@zl-+3i`4}|}RHv3@aldoHK zU$51DeRCRQd}wW2blAg>W)|rWjJHcIn+G1&fG7OSuK~9v6cWWv$C|VDGWAFp@ zWc=2i%c=8lO^>o|0NHTmRU=9eIp?0fq6_XRZR`1XM@*2I;J5vxsQ34|gC*2b2M|Y_{zZ`|GSVXMfg&Ow8=Ea9e6K)KSM)CqOh*eLk?7 z>-l=A6i`G$i116d-K4y9EOFkZaMe6YLJu8#bb+xn*q0tY&&B?eFKm-aLIq? zT%W{RLJr!**m7+yv`xO_{ane#p{<|8&u+^}h&J1RoJg^|X!pgRtL1*Kp9QirCjmKK z+zhzA>ENwRjUXA=aLbPOvaLa(7WG$iPP1(T#}K651S+rEZcTgX`9?|9{5GhV3 zh})E$dw(_bXi7Aid!~i;FV&UK2FJlBU1`S*Sa-YWx8HLIyDf*dRHa0lZPJy#iJU3T zu5HWNvMnbi+N|jUqVigM{ne&JatGYEr7GXvG!Z3PBv&NCc&Po_Q%Ta z?$3p2SofLl0rU1*x!9B&iTZ&m-_Li94#ASB&$-gl*hEnHg98+)I?Y*=dov^VCWqV0 z`3cY0&&rj|1+@kEdyRWHtlO|Q4QKE_*_o=$u@=&XzP_+@*OSA}T5ozTPDFJPXz(c7 z>?%0IlE5X`Hqc0~_#CO&&ew{dY?%~owo!LBN*!i)b(>H6S$$ABT6|jVLo9em(?az* zLtN;M{jWN6Zywo}12PQKUs>Pw+zrl?9PgVZtGj_RHnN?z>fY_8Q&U2O|C^*IfU58fo^qt1agu6_Q~-^+hRyW@km4MMj%_1QkKx+85NEIX1J^2plT7TmxzSM1iVu zJqy!wci;{&Luo7JtjfKal6&(=F>>pn>iuq5s9>m`d2T(}<++eilIsgAx2;)K5Oo$5 z;0VRj!p<+%ot+JKIH)2`-@~}3%KsOU%LKvWa~@tZ&8{2eZZpbFn+dAM z=PiJ=FN;JfZFgPS{%u{u%+_0HoO0Qom&V-SKY3+K?fva5FJ|noTn;HQc|BJ?d=_>1 zY}nzmHkr9;yzbEEb#wXSZF~04{wHX&^av;C>K&3fHwzycsC-`gH+sYR&5DVQ?%=ry zMNQUwG2AwLv#Tz0NehWp7<1b|n*Mtyge?C3@8+%4Q|Z$xjJ@|r+T1RDXrU5pZ@T@M z<)jV2ltJ?_*CtGPmA~%l{hX`!d49c}|L#Cri~6aH=gg1oevtS$#IR{F@#5 z|7^mGK5ll!%>D7^k8QU6nuz3lP2T5GQm-PfED|+Ssd0XF=F)@@$124C*ydTgPs%EJ zyI`~H{GdlIEk_^nB)~()dKD69dUWp{4Bo)@r2TIL$F+tS3oege|4v`w`^9tJ{QVb5{%6cQ)eti4 z-Lm+X-61amTRzVHsC9#r!_({F;S?3s_YYRSzsJ_1vNSs_vcM=nwqoSnN4Ni}yhMMyo z$M#)*`taVK%aE}qwk6ukm##7f9@Y}|b2zcVD2~;dQSq==#g^~6uTJ|n`(3GcrJmsI z)E2ryc+&s*iL$;P%QWxi{as-8{_O5Qkda}RUq(u`vVvb%2R(FYQPche>o}d%X<4ps z-=k$b{}<kjFvrJ3hJG09Brc1)>EqFLzUgd6Ae0h9-JZs6usqi>coOx=3PpL=9 zdaqVtp(OXx#wr&Ke^7^57gOgJ`?9lE9S7x|ty?hZ>9DN+@{%dP^ zv#%{%IN?k1ebZff?`N0)0#AQln=ob8)|IBK|EcWqXcZQk<#-C#$@%`PW=H$JJ+*fr z`oq@puD-Uc*V%~gv-u6*Z2iVeM5z%qJ8J8z_8lMt!q$SuoIN78hE+(&ipTH&bK%w3 zXAlRh<$Zlk&C%mncHDsk=R>=uf{Q=rpjX$HU0d6G6(q~n^8(&#lt06~;LFqf_1mlt zdw|0K8c2cKg|+`%Q?iyP&N$No&o$0LT-TS0t?LzC$IEfDzG<#9r*8&mUX6A6J#J6a zUAMnCU2bb>%|3i+YvRLOEQh}8s{~uu>2HtP`=APufG+JY+gg~rrZD%$4xxSAWlo2V zO$CkXoZ~nD`eL8D>NlYsiH~n>07;uQ7XH;&dHFjud0Jo1XFEs=oHa3MhuPMGtJ1aN zD+`Pc9h&+<>&8hA?(1Cr=I_1?=a(8 z`}bvA89X8nZC%;A+HYOVl1FLIhYn2zPe*RQSNb}wsBZU4?^_!$OS{Yqnw;YkvD0i# z%xs69|Bj~Q{hP)ytNQq|jYX=ULU`JYElZ1Xv!C9IczWwo&$Ve&wI4#dnf!BSep{n& zZ$5Wxrmpt&X;ZULpW50xHT(Xzzu)8Y`-+y%tpm?2nyP@cuTrn?4!NN(1DZ^aa02(0 z%KjF}&aEwY0!|8H>vXlRn}w~bwcc|7^aDTshJ08F=p3YVeOuVNU!prRT6sCo=cw-C zDswt?YU`oLFXrsJrfehK5>l@E||!_!;WPHo+KYHR9K zP;RiCw4q3K&+7;7>DK~nciA_mf^?=ny|t+*H~HzU^RdP}D=%JNf+!3$r)EcMhlft; z4zW;7eCh?u4dv%VUi^Ccw)7K<2b}HC#Jjj4R~;VSi?`PS;d!<=!cPHuMOt*FRbn{;vyrr(nU z59sr)y&NA4(b=*s$LaQsmO9}NwtHpSV}E>u2Nsi;@U3fVA^W$9tt=2aptdDd*b5w6 zd&?7}W?xvc>cPtS4ZNJQFHG~zke+=Z(eLf|IhTTCwm>V6wk0MDb90?ayWWE;+#IK9 zvxP0@$95-#Prtr6yK1h$_b1=K|9WVk^2YJ@jpjOMqkFr`ir$@uxm#6b<(CC3zb&w; z&YZ|qt)d7T9^Iy>xQAPA@9(15+pqiV(s~%|?c*U-ec_0l$x*p4)kiO$z3;p|P8+Gl zf9V+f)^YOJ1)a7TOre#~sb=o7_cK?;*O`321FCi=Y+zTdiLu}~dBb%3gIy{c*}*CO z+Jq@`CRgQ5BKc=kywZHQJK=Y!GidH+UG(;~pASd>{derj&CJ$L*Nh}VuOB-KW=z_a zd29duj9jmX79ntB%gak}R+iwbH5|S=PQp7*S?9yX=4PqpeSKQJx#~VRrHCzT>F55f zD4Bo%{j9n%dJf48}6JOnL8X*@OQLUWD7r!DPF)qME)P@>1bb6&@u+&M8fVj9H#9$t~NvLaV44+JIjhdY;V z`3jnRF=^A9cAyK66I>iFO7U%BvlINd2)) z60hgVnBcWBlS9{as?S#oTL)RxA^v9mt|cfl8>?ZJ<`-oHJ|x@XN-|4q>tVDr}(mGGeEYot{j4 z${)E~d#qnug{^~R(@7BRn)^V(miQEwOTPs=1Q~8^-n--FjU8n$SL*QyPUu3ZcNM(@5oZ&C?T z{qQ#H;VN%6-Jpk{y5SPEja9F&{#MiT@2AC;$38<++`5*2?smnQZ6(?Hzbd|L2gMn8 z_#sf71??!?T5#3!9;k>B5?d$B9e%4Sc@OtHx4)hb7wX@idHj;iSK$qci4Q?RFEVMH zWS-{NzJj+AJ77uX;jOEOLiLrzR~GcC*nFM>u3Rj3g)ljIOuX!6(H>!RY5KCQ>wQ=2t=Q<%dY0qi?gZ_N;1=G>!n(~XwbJHp`u61E z{yK{;4p6MS9NW*_`F(TT`FW7Wk#bPgwSC{#?ESjNwmJ+vo~*9)CQ|#2UD>j_p9gnV z&Sv}Z>!E@2o5<=9Yu;LX*=)ICZ|ZzMmx#?m=M=AXOqsQHy=iv7Y4&;H=xT$7<;S$& z*F0WZe)rck3%$5|^Ixq}=YRP1aH3np=5GrkZ?DWe{=Q?4-wxv`)96N zb0%y^TMBEGvmZZtT|Zw={KFH*eRURRIHIq~>111fJ)5AOvL|)9pWBU1Aj^BEOxwC% zcXgbM9;i(}KjCV#dMs#-(ZQ94c_&tBrNtV2J9)VNZ-Inh*&18RYngNM?=i2b3R?rt zWV0p&ZTz-1>FR7A@s$Nahl-;(*Eh{=*^spM!wX;D74dZiYR4}##M{fbweV*9x0UAI zu6#4+wpFzmRQJS78@_E#e7iRB?ZJuvl0i)=*Bcvz?v;Mnytybc)X;K!(!~#8-G8(E z>q_4}-|xlL=CkklEN}b zJ$7xI{X8=$_4Bm3R*H#dLCMX@Xv(b86{f4@ev7T#pr}|Qp0hs>lH5wy)voSZnEO?I z?(%m>T2c}&f?O{#$*%Y9eS04dHnFwfke8Yiw1sbL##Q@cu3B$I7B{*g+JAa6-zIbw z%9Ip-0(;;xM1SV4v%b%L_$4B?!cxsut1DVT={0&m4`n-p|2TMm1Z1Y_S#m~9+uI2rmQMm5xUxrxnv@jy7HPR_OP{}=E#GT zeOmHC4{i6&Z2SM~p@GtxDE5H0&RMq#KV4fbc?0Th7q9D9SJs7=K2;L+bGfmVFTp$f z7-*)=sQ*K?$I&J4enV4h*jnZl*A#nSRyQrVJ}Lj^N@2mUwJpURrb9G zu&sOxtp9VC^(n210?h=;)~xqmTH|r_`;I(eCQxRXAt1Jvx#QaVRNs=Prx!s&OgX6Q z+Cs6lR@;jvay{2Lw5XIJbQfsFQq$e#)#0L>zdeRJ{Ms7kjBD@zn=Y>RJUk1gHS5~K zYipXXu3^r;)~LQ2R-=4h`&s7fucy)JPi>?iWm~H3flYq($0wYuwmNcP8br5|(X?r$ zYjj^H=)OKNZR&^E4YoZ3;MvUQ5!b3pw$J{%YT?KIbrz>U1zVxpv47Q($;w8Xk|E`J z$CSR(HL|ZWWM7}?D@{4>1s!N|E;{4!_tV_so8F+nk`N4AqpWdF({%ej?{kNQl(iwj zb=G5L#PO(&ePJ8>)T?N&mf@W)4`nlZ& zXYQZ>?Z%nnWamR|5N|sNNnP7$wq~*E8f9r{k*tyvp=~p3_HnsipORO5SK5NB(BqK& zkv1dm@sjp;;7Zs!3|t9c+Ss=>`ReluouG#;Eua9H3T}Qx?bWFEIQr&KQ1JeGX~8m( z_3VO~yKmo53ZMIr>+iI=R)UGgL3vy`$m-h0vNcuq7eHyX!s_*j%aNeua&TqgyT@y^ z(%x$vI?dX%CIZy-QoeL!=Q-uup@+bgnR{mV@muR&nSWIhJ;%y>JM@tD`t6|%i-EF7 z6{KtWQEx~2UXQimU*(=HuVXM%UK7qKFWzTt)LZW@ezWwG+qKo;GHKGpl~+~=uMKx! z9j+cQ=ReEs!yK?qX>alC(7&JNZVssV%Q&OQ2W$YJ@g=kR?#p-Hgr7Z92Xpzat1G{) z-u36BlBl2CjrBs{1+1|j41B&7Evx$(7yhpP6?=m5p*oP$4V3RMK4G!!*s0B(f3?8P z)wCsFR!_d;oB#I}OW$Yt$Ga2MmEVMOzHhSLyyvBJ{Jz3-?yvX{q=5qC@u5JsW9z&# zuf?ypzsX-+=}kDOPrphEe41USM@u3`E)q06&=dCjZe+c^_= zgObdQ3IELg+%0=5<9cHqq)2t~+HG~UEOfbn4rp-g?W-f7!@;`WJvp)}>C)_V^MC!z zb-A$?6ltzcs?Y5Hx&4{%n=r_rg3{9Hxmnv+ZC|Gg(tG#Skvwo>d!v^Z8hWOx=*JaM zjOBs6ZJ~7eJIk#z#g(W1=5}m|26ayaHSfL(*&S;8PB-Y`obHA>d$`Nax!zbSbdS}) z_j7dq-%s=EmxHqS8IIFeIiI}xvwhX)`K{X}6OVdnphjPF&yw5q;ihZQC zQ|e0B{e6}5_Z3gu7jTME0HqkKipLA(f(&17dggz(l^2vbj<+6eIJ14({3_e}DsaHZ zK?45ktC-iJb2YYu3aM+WVatGO&8-Dj#@W4WS&5Qg%40w6OHca-$t|-cURr-{Yy8#z zN>C;ECOrMyYEUJZ@Z08ed&rq{v9pbTU!D0^>*3==fi6L>{!O#Xeyd+;{2P`}Uxq)w zwf@|-_2=G%gNjzc#Qk0s;&aYax$w)zrmHQ3lx>GW2~}j$x|g#*UVHKLVszQ7mKI*^ zhoH_`X2kPb8_r$Za4shzeZm6B27q z*{qqOkZxhxl8`mUYa_ne9dgxrQ~LhQH#58gTP_Q+{AI-RTN_{1e(MggU>7P|177|`G%&gM1v!I}pne@=?e$-rRP(K0EaNEJ>S*&gH8Z_}>IBV-V1I3jaEhi~}S3t`~ zrRVQjrM)atJ<;wf^M#&2{OppBATOLS`77)GW|qlUKVLTi(ENp|vhU1^r%cR#Jz3$Z zHK%7m=Gu*u1x?m=lpj2)lmGw1Mbpi;xl{cQw6Vl$KLU*i?E8P&w0WJ#S5WiO@p_j< zdxZ0)X^NSzCrDh63b#-^xRfdDO$$hIEW3TR;zal4QnyJb{Bk@3wkg?xdd9DIXJ(vv z(onVB4@!EtXMk*`$Iw!6zZ50-Z=@o?yr2Cic+q~zG$qn|xQ|bxMO}j)t7CzKa zxtlxZAD`;E>%6bRj)1Et&+xV-tDTcdvSS~%u#{%^&Q<1o6?SCzgDbbveNVi&lpyXn z8RYs>i0fyW^q#wX@l~yrq~mRn+l?$J-pxa_JZBMT?yoNo>Y%ED;2lx*F?`XvV^A`h4pvlKA(8v zbpPaax&N*p*?#N&OOM;H{>p%wfI?T+b`*D*sw7KJ+Q`>=acya9vC6?v<^pKq?f-V% zR`Tw5?vs|27Uchx=W}k__tjpe?TPiAeWmX%uP%Sp!cwdKNG6H*WJp`eD(9q{)gd<~ zJXmr~%39I!epiL~oH_D&DJ3tT#oj^E-ky^6KkbC|bCnm-g5bDUDVChHldtpR+S1m~ zrOo@c9`p0KuwCgM>+;#<_o8~&&74%M;&}g;y-XWR?dy6Ao|ERPo6D#B?hRH4nE)CW znRRKq*>)?HYunAJWf6F`IAMxgMY0v^4-wI9^oeDEaf2xy*towM{FWzVlaR)?wQ*?eW*Aend{lz*m7 ze0c54-<*BQ_csNrE5C^bRkChg_itU<7wUUhN%Y&JwhypHx*XT4@6G>pFW2VA79l&m zH%F6y?7!k)ysNT2;L7ikO9vNCE#TX@Y_Z5%U)?Ba?I`I9bN@@+2alhE7B1_{u8EKi z1GU85U(R@5H)Bu1hD1nlQ81-#>q_3$>;8l0Jox6E?}Ci--exbjc88PQ?(M633m*2} zSJetu-!G`yAF-_RUDRLin$v!BD|m4 z|Az*0Iia%;tokS3Z|3_qcf)!4mF2IFG_TcqD3jFdo*6p()~Z+Odpuf&`R5#gT3!9I zp)_p%uARN?kP*9zFL!UuP(Qynb-AC-jpah;6t7iGvD><`c2(RY{h)_On4hm#0v9g_ z<80LW*zF#^s<-H2pM6EmU}d7ORm;ufz>Pks{!8<=ZMD4`ZzI04 z;1S~w$WAHN>W>)~azA{)A@s)g_JP^|jxK)Le!E^f@@B;bb4c7&Ou4sZ?cSB^K5YR7 z(6?paYGCe1=MBlWQDMt;wSx~GZ(UqbGkM~(+iQy-9XvG!JP-9aQ0wxxuw_-oHN?yiHO@A)FQzU`O4ue!E- zL+;I4kk%tq*YsnNOAd9iM+YAQ<*Rc)6mN91pLYVQ(vvy%`2Dg2vp1is-iv10maW&e zq-KK#B0%$LlJ+dsA0PZ&t{V*s!p9XRm)E}kI_<#rH&?(0TON_>zcg#xR@195HNnX` z8pI=;F@Hyqk|A!iK zpaIQ~FK(@yd+Xf1YL#uvU`b@wvRkuWy?N)VHK$^OsVXAy8$xRT7D(`KTgJI2^M2{} z#FAyzD$^jkX7vTlS{5}+P1{%4JNOW!fueV#@RjKH`?_DBnaS#a!k_Q*Me}DuA9brs zHXS@RrGRf^+G3MsE6tYuI&;!hYfjDvLx^2XdvjFIvFTWR`1R00I>$#?;_|=ho1eaO zM5xQ<_`o9D(08lh)zn#HD+?YSJT~P6xKZ%!(ZxcW1l6YN{OunTl4l*5@$K(@W23wI zVrCFWO7&lwvFz3iwQL_@X_zBHakewdGY2emy!CO#na5XN7n|SPG%k9gQDzjNzdO4Oa9la{CxM&Ay~5Kx*WnCy!U@CC}->VaDwKJ ztRFAmXMVd*Y!N8j-@e~>U3Gh0zHjYmzq#Kw3xLXlxB9Iat6EpAi{9+fdKsh+G*|-4 zV&x?XinAg*K#`o6)zFHwwV=rIX23CzD990_e_wgXa#(iOSENdQ3?B;t{VY z9||98C_G-9eLSt~nWTEyB5*tlO;{JQD0Z#OS54;bkQ)sGP_43iV%INxv^Z|6eJQ(| zf~ubNjsk*iv`?syy|`d(j%`mN(# zS#8F+#tziU7BcvAch#f+8uvH;RRK++USpZ^ZS(54%k}1N@o1gQux&oL1d9EzMqAAG z>)o3S8}6&r#8~hhuvvC+P1eV0bFCN?_Ip~iM=%HcI=k-M?73fO%SIfiZ<-5I2<|VL z$2z=RnSWlbK~xPiO3bt@O@=-8$_L%wB}@m{CKvE+WLsb|BR1EdRCltg)*OZpQA=c{ zeLzcZ*zI3Ro(tB_VTcF%foK4Z0H90(C>gr`RB7c4VNT~dxCp}oEoty;k!L*6W%L{o-=Hi z&hhq!tI$1(_f|jR3n-u^1 z$hlufRvnUK=D07pzA2Z9<9$>66B*{Jd9F7%8-U#E<52xNe{yBaiRiK{VF##dTNC5C z58vZD3^INF9gs>;bbPp+a-O+rp2p41f*_rK4(2<~Gp;LtrP9!=@K7en*CCVT_brZZ z*EqiAuz>ndoC(Sv72<*d_Wz1ozHfYi;J^THXS3M^vTd`~qRGH(vhEtY{4>6T68QfGX_QeD;r>MZirmDMoxg0>1W-QfK8fF<}k|H17H){fv&BwvS@EWdAY zzWQ~wJH&!BLH)*NVHMD#)c|D30@W6jG}XRk zseTQ1-TS7wEE|MX_HcjeXWTO>^}OE%Z~~qCf3w4RuLfpmlH|SSPc#@y!^ejTnRZ?KFD4Pe38|Kuyi_f&col5$Do9YZ_@Lqlu9nw18>esdU-=@3 z38YLdu@n}3R~ntyGJoyZ>e2d{_kb}(m-XZ23BS899MA)4S@1V`*6(|@r!F1P zf`s7i_*DlMhBang5eFG-ZXpbADIW7bcy79VwF9X6^zQrp$rtyhOWt_5nGF&Q@1{!? ztT0`$?)nCg*2}f~8fSuQI^()m)tm38vx74AjlXqL|5P>j#arGX_^n@Bd$Nju95>OkRJ@ zul@2b{i-DD$5bJv03Efh|NmwV%LYc7n+%{jNiE^s?!p-*Zik}FUa2(jLQ7DFddO4I!H?#Zo=`ezGhbiMy7MW~Liztx1Or@9t z5 zW7)v2vWMGm?Pfcd*hFDat|)wH!1#CV-}e{u%^24(fh|;J3|`5!Jc_k1jMdMEcfyC* z4ZaM}#r(+*v57(k8+k#_^f_Q~=AX-j&Rj^^Ra>y7F*ujG)at8}=(p&EN0|-K1q?Pk zzdYV92bHLbpv*F*Vd2dGdaQG@8#`NJIz^g-by>bvwt%a^ea00@is16o&pcN9gQ95g z^E>7d?+>T7tW|vY_>iO9v1sGvdGAVVUu=JK%E)Y>b_a(qI3Mdxl+%UYZAG&yGnfva22lQFX{?KE5Zs#I*Pf#S@YQ_kghfrtO^+n+qwvSiha z$*W#3e|I<~C2hLbj~yH4PyA@c|Mt%Iz3XECOq+YFM*zH5$<1rJ)pfnnZF;3?)2%jp zF9n}i6U+WSa?&m(OaHW$+Bt4Fwt;eE$`Z-8W%>E{=9(Mdh74?;^~j8VerwyS%)3gW z-%h7JdpR988ojr0CI8AFvxTya4;7oFZ(9q>U6PXjqZgh&&4H@<+_i1z5^O*-o60%S zna`yk$9_ndcklCruDnaZ)4)U7I?gxn?FMO| zH8E(*xvd#<*JjMEGy*M7d%n8ORr_IVf%yynxBM$T?l0bbmg9bz-R5+V31?1RIQMVL z=b5&!Ve~I+ir+@2zm81*w#Ik`V&dZ0AzURupm;L5`esF81 zDOh{q+=<`9GOq3azrrZVBs(_IC@6WdAmsFc-4E`~lnV$inR`yK{uTQI$)ECkMom9< zY?war<^Q1RyB7Yh+x~jN{Y}A>1;OLFXFY<`mY7Yg;(wqd`fNAbN63&Iw_NEPe$4{8 zO11p^YAmXtv0O)|U+ezIwcg!z?8L;X<$g{9n?M7yEn8BZZdob1ZMr5376P|H4leea zQ03vc$^QAt+uJ!Ek9PgoQ7~b`Lg~EZS-Y-Twk=3<1$V$&mKZ6n^y>&*Q`-93wplm| ze1^krzOz49E?Zadtnb9{?ShVnL3#xy{?F@^&TH1%4;sbbkP16uc|>aBx*m^k_ahS5 zb{(?pcu@PP1Jt{X-SFAjH}=A7B?JH3-)4$0!Ug5U`-CptJN92qT(Ugu{S{A+U!g}V zkIb5|&&MNP{m752yAFAB=q>Doj12Zy?SJLW#r8g%?d_}o1v3P;tp5K{L-A#`uJPG( zm&;zwwc>Q#4I0H3Hk!gI`Km=?cT~6q=fPAnh|3@Nh2N<2aLj*yXxjFC;if$B0J>uA ztk~^Q?=N$5>;hRVHDM#qi3s*1JFf0J1Qr4f^yuyQelFy7=DK4YCvIo!hb?5*k`QsZPtR6pyU|h4h6rN|2B~W^cR2VZQtKD`>7ZFQrwgl;&M8i7F++2`gJWmhp+spJwKzxyPECKw|ha0qq?uEiL5?+U%&kG+WjwGE`Y1z?oe=59JI!4Ys6LKH?CT99&>bu z9s)(zI_K=SHA*XYyo`ASE*95>L5jumwdOA;-vf;WDz6CxHCf!ew%)pu6`H>|e#s%r z@1TMdI5XmT7pkMBG8v&5b%(0a7>pvFVTl&Y;OzpnDji(GQZ zvS&jaq)2Q!oBxVmQ=&BPSn&OQh&j>v?kJVHEWf7Bwc(w_`IZc&g?e#x1~Gqawp+kD?d7iqD{?Wm2fcs{vm=eSke z(gKekU0-;2PfrNbj?LwDk8f9lmi2_K$z2oiyz-S*{kh1~U68?V;~=eT+rrkY4PB$_ z9|Id4Zkj#&AKy;{(Y~bI$c@|9fL3Yr85`Z(_5ONqs4|MJw}M`Yw7F`%`RM^N5HxQ1 z`huISm(3QXm!`La;j`bzC1<9W-`!lb+z&LddQS0L&y=pMYeloOMYFm2KFv>1S6%~N zZD3sC-WMWzcENrl8))Lxz9uH}+GhEbW0f18uR*aoYU8W-&$`2I^lV6i#FEvP==A6F zLPdSopWbH!)$V=GY|5JC%lF%MO3zI{as`w(CPDJXlr_1!koM>`%6qK!>m%o!o|RQHc^&W1EBpuCTEJCjqRXwkvhY`H%U`8{1Z0veJVJyZ8RcELcj(x)zds zEyXmO>FQ7a@&w~Uv%u>#=A=D;KC7x^`@Ohp7kyhT zX^>3aGi8?P)mf&IXJ=KYX+H$5P+1en`QGZs$(iB-{dt${Z!Ld!I1S{^$A=2t{^hNa z{9@Jz&eqw`=Emk_QJY^KtN^VUSQ82EPw(biyOI0xRng7GPiNoQq_zz-4c0E0`MWaf zOmHBmC{ltfS#ur`lVHCxlk3rZh}PRHJVKcoBd zyi$y3Sy`0i^r_t*qEE zed5pm$JWUPKmY$=_KgkT!18w6b!kJ{*2Jsqr}Tmnjh%kz-AHTsaIE6`!TxhBCMz$f zueRBGC}l}9NPoeUiBpy>EZ5Jnf-a?*H4&oMGNwDkLh|8OCXfVZU*!{Dy;a&$&)M(y z@n#=y166h!%CY9G-y6$w;9;HkHtX=M$iufbCcdpu(uN&CVsDZCI8=1*PUnZ2z66)g-rK1xD-G{DMC`t`;gxZn*vbvlO=UT5zz(h8pS$@-Wavfp+Pa5`f~;Ng zXLVh^RLRee;FPHi3A3P$Wm}W3J`d6ldMM-m!7$vkY+rW7M$l^BXPpfED?QBJHLIE?)z)2 z5$C@Mlqr?pL_*pJ=Wkt|7s`Jf~t3km&Y2v;wYii#{eqGqy9de^bU?2CkAg+oY_lOT-|Mk5@^{qcZ(*Cit%(GUfeR*{1+ODgJ|n-(DZjM-6?=j* zsEjLoXrc6Yx_O`6OW3k=H?OmxW#{$cv7m)G{wZ%Om9)XbDyDsDYqj&v)$X&+zBUh1 z1iSs4cJbT0)h};u0%wwJ7x3!o(DNI`S8fR3XB!;`nU*;FK-M}aykr;8gJA6(mm8Zv z0q(wJ_Abx*wEEL_b2~PqfabIWHC40q&F@5?ytO&yZKWJMslUHFH#}73v-Y20dj@Gx zvgqeNE;w_!n|l2I)aias;N@c1TBdYuT`#&??=NV7f&gQC735IZSoZg})3&aYm^1%# zRoEI^@N%=mElW)N-zke$!xp{3rZI#ub#jCEi<^`1f8Beb$%> zj%vu7sq_?y{N%?rySAqz*4SmoYlqb?y8%vO>7XR`xcB3_=JI~!(4$XuPTbm@^fnT_ z-YRX$Zr*=Yvq6pkt+oNJqWvAU@l_~jz8lnXh^qv5%r97;J{&H(cW3k`aLxuh`Ed`= z;~%mUAA^)Z#}kg;y56;Qd)HR>vp@YeOctDX3S7lM*gHS#RoBJH$y?Kp-rAf5$`)rl z>R&IrSRLbg9@;80GMds=x9_kvabWI!{&zW12qrI)-YQ`I_6pI)iNu!CruZG2pw;I+*8x9 z^sY$=qyXaIml5r^HoiI>EVi=1=uj}MlFKc)c6-hJxW^n@8f9M}=mV7m2FlK##fA5# zzR^W#(=^*yp7OfJsPoGHpr2dBCh)|S$$P%NzuwNYZ1i8d0o2aouX|#O}Qe61ZKsj0JPjoH&H&{#R z(q_J`=~s7(c8A=^zTdcf6Kvh)w3ZT))tvpy25sKTqkIwlKTzN zvT|^eG+!-jyCvy@>+ktdiN=TKfkN6sx&Ay$erf1GMA0*ABE;38^^4Cf4$Uh~I1fr% z+)Hw zKA$tO@ZF^H-&e6{hHchSeiNx}Q+3{bwbrk=ujj#49k|GKm;4!bwdCKUbIR3_0`sf~ z*x{>^BEY3yn(WQZp!C%=dAmk-Y~khhi+14d4LHQ-Ox&3HX8Uh&`m%+jFRsSByXV+#Nh->_D1CD?$Vho{KI2ROYA;KC{0`n9bso}Wue!GJ+nTJuVxSCk-f9y# zrLn5#znr)#Y2KUjrY3)`^S28op0zqQYwLdA$GLgcu}2>0T9+yvngz1lZON52$!jCs zS4X;kSn*%tKC3mfs_E&i@;JKY`4)e#V;oXf(B;=w}Bgk zN=s8^vrk(^ownMP3aV&bKzTN{z^LnoqUh#()?dK8vwAqZuNh8TbH8Iteff*tb0;~x zA<@=(BE;+3%4ut?9=U4exNzKOz1;y>HFt5QNPOrF&Umoxi#r7D^km$hR9ju@Jy-hv zNFO9;gVyn{EL-!dbRTGyZ`m4QXi;XQ&1kzMDa`r@)N1W(FaN)OeWxthyienocANcy zwDQl_9Nw^3wTaA}c%xyzgJa5Xh0an1ZH@`+`O{|@tceZ1?e89OH0|__N2we2_a)s` zx^#E{GfC~dZ!sH<_7ug$^axsNUyIWUyOWgOz@@Adv+-MvhW26Q%y630PrQ(Ayy*d%qnh}L;w;4p;Ty`X+ z{@}XN!6Ckesr;IPYvr$V5*CN7cF5c~%OSpIuYSb#9+TYsHI|o(_d;~5Jy{c8y)wM8 z@Cl>VmZtO{OgB6@uCM0tZ^$<7{Lbkw|AG7P8S5P~H+(s+uim>p{QYj*aNqQrw{LgG zrdB-Nu|q<+Xxr+&TUPJgw%T_4YMyuo>F<(x;ga(hUYB;xTi`VF%*^t7%MG&y^unv- z*O_fx_3G_hw)n&I7X~UT#jG;|hui6^ai>DB^fQM@2tIthans`Ue_l*{%vrEFEVu5^ zW%WNwMxXig*vpI$z0LA}leH#Dc$L(Cdwb`_Zf-kbQ+Mo;Formw;-U0{Lpv@D)G+3x zwA>DDQ$Miv>&EbTb`O3-+<%ti`fA&Yt2bud){2nNtXdZ?8E2`dcdTd5*DU?7TCbKf zYW2M4i0_~JQ2V&@apAJFw@l+gwpgsFc((s8DB5Dye{)%XY}I++b(`n0--897i^}}3 zS<|XSuiMHkaB^4qY`Esl3vK(VClyS0B5uc>ynOxGV~*DkiW2mddG43JNmI#NZ}NTa z`Vcpx@2h#%%ZQ67yPc~u_1-^gYy8(drF=>LIf4>=|iUs<))`4BkpL2);eTGs6xlHP34T9T-Ndyu@9de~`(@0i1zJ*`c2x|zg+LmeFQ2WI_b2y1iiQ-4!qb}!S# zHF)(?|8$L&r5-zyK-!g6O25Vim&aZ{GNE_-tTVFOhqaF%Jt{G2bMo0s8`IuK7?-aB zB|F83eN!KDTHlwJ*6Hd}+j{JZO<+<>OLSOUzV$b!OW_~w4EgULowqPhS>?_qP`XpJ zjJ~F$tG!Q>Ctx9Ol-jgUhdxdjP6~r;$xiE=lgk< z8>9vGA~)+s{+FI;SGsnqu;;T$kO=HK5xFT%GqP~*Lq@Hh(;U;+%=9<|O*|pT)IqUd zaUB}_+t=LOwx-%GXtr~1?!4(cQ^8p;A}!^2_V0SPclI4U8mG0iucW#pO%<&AGF9HT z$c8cRN|c~~#jhpljh8{$$H?hp?(sagS5~DbCAjsaLnRl2bFZ<`IZ453p|NY(R~Q&M z>1x~lI@K>{Igi2IbNw5h<>AT(>GuvkJ&@k5U)AxvfZD3d(yz z=OsIhluvCs#igu#Ws}z$Id=_^cJ<`_QjrVeYM@CFtXnBI@AZrV&O7NDS2{Sht`QLz zPjOsMm6)AtC+hg6Y3&*rp zs)yZNAt;y?si~)TtmDe_jw?n=Alttl(b^~|Xw@^-3>1ZV(b`InzO0qAasriHXF0B} z;m=7`skvTem@|{lvHtVaUMb0iv!*_Jlyt_U_?(Bb@gkGeYYg<1LpFQm#JH_UTUx<1 zXOUc-indYQwRA`>T9HzlV6OC?^TE#Rc`jyIE-hYRUESS=N^dQd*7kHvTC?d;2glSk zLehc@Cry3CX+3}K=?;k#tDaxE@J^q-Oxa2FHS=!4n{t0%t-7?j_k>$-N5D}pP_e(n z+I`7n!N9K2FbTnh%#klIhSz;L@sVYRVcF`&%j&iVrXE?wnxkH&E=?Vi^hvFZ(vv=fw-uWaCC$&7xsN^yxWsgzE5k_*;}Aoq4f{C)MnUoA+L84s#5uh{MNzp;Bk`KP6S<3T>Zaprd4+@3F?bBpiHi}?CkEBj09 zV_5mgrWsMl^@Ksx&Fw{B_!n5&D`EZf&`V*ylDQDSD_VWtmTa!;E>#5y?53kej zz2H6$D!^t;+?>dJX#-ns1he^?Mvn{J$HV(TWnfhD-RvU{VS6>D{=S{Yyju`#yS-BM ziuaG*O2DlGNUdwO#!)J)C^)QDa63BR^wNe!YiB`1 z{$ZQxk2cfmzuToAd;30UgA|)5JZz+|Y4B>-oswAKl-}}?JE2xGvEoSu(;O{j- zB9rg7g~o?ewGVHXy)F52RYa@Raxec+pc3QZq^S?V)$S%Y&B(>m)=ca;H=jXTa^daR zi;z6GT>bgMm#-&$`P`vl=me@Fw#)8T)9nXSe@jZ4g2lj9S8DI2O^>)Fz}1Fb zkLjmGh#R&a&wcDvwC=^#FMB0#Uyyt_ZR*3@eRq3~tXsRLHY)|x;z@r@Ix7`>_SVsTnXgx^{Gz9_<)U~WIOD0L zpOspgc68$c<`4VJe?$=oL6`pYgH7oB8zE&HnfQpZWN9-`<`lS|vL- z?)$aLE#3m!<}%HmGD~#&QwdPoyS`>($0cy1Dzbw~@>MKr!uHJv`gjtE( zjjDvyc{ZippHm>`Ajsv(C=ik(T;{DI&e);l#(B8@7h` zt~pWlG5^-zrw8I(gbHVEmyH(mynk1I{cV9sQAMw3n!`)3HIb9AtXVOGZH0l-q3c`; zKTdr-@v$X#b?;Xdm)2XMmC!b4jYf8n&TF}e`|5d|E(?NE1E|~rd0#Cv^5f4;P|NGi zCN;Y$Q$h9@bRGMk6gcr~nCX_^ryK8fe3-cAWZ|0rjwdDY6W1E9Q@R81s90Z9k=52( z!Kl>(QUq(U=JcgZUCz&Y?&F+=F7~}DdXd8Nr)J5Vtm60FvA(`Aenx0}i+32L+*V0H zIcrJE(aH_rXP1_|b~jqY zb^H4Bd5>Rr=f2n>rrq^kOoBW8WJaL+JEx9Mmp;Gx$z&W-|5#OTiRxofXQ!~$cUGU~ zTD&Dp!ENt>@5=p(K|3ZFUfdw9mX&^Pwv$TU1vATM-)w#FIF`J#I(B!;a*M+7PgNGl zZyxIS%Fj8fnmoPqt<^ohHy>2PoK%arUqmWSEabCLa%oYSKGSDH#w^6XtVB^v2X6xgAamvXeB?1NNc|8yWV{@|2N;L z`F~5kPHOg}-+MO3{#aQ5mCdYna;3%N(5}^H!p`M)O(cWoaJH`Z*mr^Tp!eCstq**r z1~nDMDNJ6KeM2lJzpYbStjc)y`)kXq)@6QUda=&!eB9sE<6+<87%rF3XSD0@FFjx2 zCADq7lE#E>3hJ4CntOx$>eJu)@GkkBdhO=P+O7TKxq*J`b*0R=E#lbquIKZ*`xkG^ zOn)-5`?Xu&iVI)udBuNhJ0uzT>X*@NjfOky4b?l(EZVeWwYJx%rbOdEdnMJAw;Z$N zj+>}{a@nc71kY@s_;3lo9mKMb19#{OZt|JmNsc~1EN^pPY!!{Jne15V>^py z8s#Nz>We=AaVe4edim-_$+;cp7RQC2_jgg>vPw>2RsPM_h4mqc4PpQ5Ih+4J`c&Ai z^gHrdET>KNrPp)RxBE@bUA_2Tqwx3XzqDMe?b3J`Hi_)^n{;WVgK^jPy{FyTdWhb(Mx6#?JJw@W{}0Qm?v*}=Bj!H@rJIatUQ)|hYh+8 zeDGVoJJsi)gxkbl%rZ?}qHIrsa@yVYsWVnxdN%bAL;6nh+yjc=muOf#nRh~4Sirfp zGg*PrL9dljo%M`{D$|3Ym23+R1)McrAy9Ls+NY3bR>&l#o6@cU3zWVxKjW_HIAqYr zIN6BF=#YTPO7?BXSxyBwIRs10>iu%F?%CS!mieFWFF6^HnvJ)+zwSD~z`!8J#K6GK zz`zh+l$ukluLmOMPV&xUGURbsFO(YZv+@X&;hGy8oIAL8bUt4^^T@>HBVWGt-Z-F; zA?W>o-aOs){3Z*^WQuPu%{gXpB<5zA=~{+O*_sLS3KvCanR+|uE;N~N;p+_nooAm_ zPv{=bySCk@_>boou8FUA6>mu`=MwqK_+#DSS;}6{Q8x=4jJ^M#y>p)H%B;ET*Sz_& z-1Nh;GoQaIOjzXZTA=e~;u4?kvMKBB=H1=5A}xiw=eO2zj!BC^TX@A+r$j_{U|Xvo__P@&dA4q?27Z`WqY?Jz6uT$ z3cYN>SIOzt79HN0y0+k+N79S(joMsi5+8oL)v&Z;j>_a4&C^=WwF#|OsM`L&qV-gB z$U+u{#nsx%7rTDuczk=exWX=QW-;D*j!TsU12tkd zm&lzzH|fgjJJxH14PUkLRvh}nzc-J$_LNS^nZoX{oob@yiv^|U)g4~u932w!>2>?> zkFC*6@4S+Xc6!fHnOVC`@&d$zpS7?*m}$G}r0qhr58R#~-o(Z(yjz;N zqxZ+EzID4F_N+0P&}I5@&VlaMGTCS0tKxercW9mRpUApD=>E3m=}k@I`I^V9Z!Pf6D|>8iF4 zylyS@IYaGK>hU*n3`?wKL|v~v6jAH_y7-YoEw|rG$E_ThGWQS4OKv*R=M$*Q_h0eW zvX`cIYwP+gKJpvXtdU>goT91qH2O)*p`34K2csrwOjxS%I_B3VzacnpYAZ zQdy8%91BWgYbT%gJ8ZynEPm;$(kx?(0*BXnJ=$*$aJL+ZUHoi*QhrH(|Lsj)3pVmj z^s;jprvz)O?w+*Xw7LjjtxY{r|qK#voa;b-((Env~JA$?ru|KNYStFoT z!Q{{SRqAKe*2buJx~b=7^A~gOJ0%=(X7h5xjp?B~doD_;c0PXe;48n^M^}xVMJEm( zbBQT%n%B9xL-C9D!;l|U4O4pBaYeX+45gNNP!FGaN4l6U!HKXTqgl5)kux1>&9^D-D itb{PBt>n{f3+aEX zG>M-fCvb;#$&-3=BL>3=D$E&P~oQN(H&M zb)uu+VFLlz^+KuhZ}??shRtGC2n%si66%VLb#Vq?zYEyoj1wrz5WIdT1<@8vC` zQzL%;w?AKRA{jo#TuQEFvBPa4pAC~jb2Y**7i6wo#38wl<)qIW;jQM+d#9cGwLDJY z=nw5^1}_6SWzK1wX_B{?luZQ=%W3{-2+7~|ilIq)g@aQruaco-`x;i=vo{;hNlwxZ z=3BWf_p#aAqJ4sn=Qsa8zOE+Z+ObWuoM)sr1+Qzo>Gu5H>AyRCAKbgU{dd9qyvYld z&0l-JVG(Hj-*sziQ|6BHd6#D2ex!Fs*vCy!&b=aJ0;g)Y$=-^aoBW>fJKXFjiu>p6 zbBSXzhd)=pa?7OC%8%qGr2nfEH7>ixef@Q@_g~)9TQ47ejz4N?pY z!VC-y6*>AP8L7Fc5YiA7mTx1y`)`{G>=S=cuTWC{W!f6oJ&n4zJ!julIguCi#N+gq zqdKZmN_%&^2`soC$0g#?9mnBWjhkzU>#Pd?0k zcwDl`!|Qr}Od89a#Z8H`%6WdzN@bX$Uefb9^LRypRnAu40~TkFPq-jc+QXW3toN|L z{Z2mqiY_CTmb!C%3CBGw=gZDe^KOyYlwHzRbkS^~E8ET$V!_2R2e=c>m6s()HqLaM zBdyRr)1bQC=pZN4@}-`S3sP$wj`*L8)b#KuoOD7il($oM{>`WI(HmxnJdl~xr}#_q za(8gaNnQtq$BPywM|?`2(SH5xR-uQyySnZL)J?1MZv8k@`D@q9jI}Q+_lcKW|2Fs3 zKfOEwz9z>F+te8iJdb$1m0fecyQ;RnGt?n8FnPE9x7gin;cs?Z|5z7amt9fb{JreM z;lw>37c#Bt+ILKSp>Vb7p8W^et$$p2^=2#wlOI*b6cKcj6ZXMMU6?^xyhZC&Ann)SEqTiWvWw- z<+Te%NArJvP4TQ^kyBWa5x%J9ZHJd#gDUI1k9{9^ZphM@;9guX`ICtH>9}&!yn{8X zviAIXIeUNo51~I_U-z${SG)SSvFQI#)7QuS`*-~HnPSm@k9I%Tudn|1==b{ne}2wn zyQllWqjmlx9>W6m*oNOG!p@gV8r+WV&YZJM;JQhI)&!{s4i+BPXKtG51H+|D+_~Qtog&`wN2t+|*@k4lQ8ccujSA#gVUG z+Y8hlZMq;RvT)tcXFn8Q1THeZ@BX}WNrc#h7d}cs#gBb0o*P^?YLg6{=ssb&)g<+9 zrInU*3I$(kDv9tM>oA;q?ru`x;_B!pVzoE=Pb#fe=I%RRazfc-W!Ia_n=M*z`ka=0 zzOw6Y&)iN;u7kFxwyI>*woWM(WS?Q)_FK{I&)sQXnI|@W5nhrrQ+$_dV@9p5-U*gP zH9J|aOsZ`AY@YUQ?VNYDaDz(>#C>5WrNn_ExPxL z*DUss&vN%x&WU$jbN22Xhfh_!F&(DQe;x8+N|#Mm@@rW%<7|s<*fU>`WtGQ0eq6fv zUv2Xlu4BI^EEV-J3w?avz@1gWLby1Vm-(dmogDQob}>a0zdo!ycZbhtmQTPTX_eWl zGFJCwMBf*V340MU!Oruzc!JBbqqQ0`Put609xzO+d3)ASZ_3HNA0LJ7iqboJD|ypd zq1KdXho1H=Qv1xMcRJhZl!eOWw}CUQ#QT;Vu6?sBKkSy*EM94k8#9is%bOe?v9l^{ zpV@WS+}B@sANifn!L@bUyjiQ4U)xgt=A*-c5^<9sXES@ARlj4qz4=aORO*52RBzAyJ{^||1OBJzw6w)-!@*a-SuUw#LrjtPvcI${veN97j)+28YV?DF-+PZ z%pd`&3(E70vWqiPQ%j2V!4$Ycn6mfoq<ArvB72y4x@EuJ69t)H7U?3`W1y@2*{y z_N%Bzb*|RQSt6z?p|9pGpKs$S$Mg91?0x0mUAMZdE$R1I=b|7c(|7;x-`ns19sgec z>&wgb_`m1#_x(Hl{r`v8_J2Pdj{ko-zy9}M`F~$t&R)Oo|Jm*Jf4@xs{{QLyeShE0 zUSC)7fBpTxzw`J1e_cL*->=8V`D;Ia&Hwz??C-bP>;L_k9{>Mex%~e%wcmf=ul>DU ze&4^(@pfC^*M0qaf8Wn%tKa{-{_W-K{Qv*>_xtVt_lf`C%k%&LEtj|ZcQC*H|L*;D zU*FIF_wzFU|L5`d>mU5x|L>dB^ZxpO&o0OB`~P`+{m-lA^Z&h-ulw8o(tc}9(a#?X z`Ct71^?CXJ`v05%|5+`+@7MMEe_y^XxBv6uWxxF5{~zAQ|9`!_{`bSDm#@dy|NB{b zcK^St|9`*Te*e#B`F+2BUAF&Iwe#>_7|No!k^8dcreO+Jw^|=54Z&&Z{`}c7EzQ4a;FP~rMdH8rk{f}?2-`oFt zzy9Ap;Xku8rSgL1>i@2`|MT{@{Jy`>mOI-0pH}}Pe*XQqs{ix%{rntn_wS;4{NMBX z```cHYk0~(`N{laGagC2{5D&0X7d?)UZdlVpMK1~`Qzu)<@4iDbZe;I_bQ4z`s=cW z_MWb<<|qHwF1bBD{*^9Y@W1jnpI!f+9@sy3PW@w^4^Qu(dH!FZPJ8ml$4^i9i~lM7 zfB#LocfCwnL!#ULP5i0$ZIb`ZWBz`0U#@Te>vH^q{(3|C`uy+f>wdiYzW?{T+x!2& z+TAbz<4^h5|NLJb$3H&)|HEVZ9sj=Ei+^DMr>f%r{3&;S4F zr^NU3_BG%C?f>_)cAk9QfB*X5r{CB8KK%R0{Qs}>|9`m5pKJf`!k>@M^Z6(L|M+{# z^!tCm+1DN0qcHjS%b7csjhFp7^Co3owA{Rf%|2z)hqSHgTc*WVtp5L}J%9gimwRts z_uFs#cc_1F?eF9M_y528_tO5JJ^#O7FZ)v(j`uUy{F}W<`HubHukH2|=l?!$|2O7W z>-^ux*Z=>ueEq-vx0m_j|E{Y2zJ33npZfp(*na9KO{o9*ZuS0}|JU>P|Nne^`GNg4 zU)RTPzJIX(Z_-))J)@Wn?oLt`dli4cdPJu&hhY3t(#k^s$VuQ=#Pt& z)-NN^_z4~R;M#r~Wyhy|QLPcbllHP(<(-F1yh@?RBbOw(=O4=A1W&zB-*ZuX$s+yD zUsyX|bgSG`2~@pUb!4)B_qSBX_-7AJE7dwG)hV1bEc28pnkL-2$7j34UZt=9Y_oW; zFt5}&qtxoC#HHM6?iu2_Med`@nN_WkfintN?uY$cD%DxgS3Er#6f939)GK9A?>H75 zx1`NviYZ5Ph)CL0)WCdJoE?0uCT)??!|B^=6RpzsvUIvjHXS+KBlq;eiIZwtOON!c zeOvcw*D-x>mhM+Jig#q2Tq;dIEt|M%;x*TKtX^#noUC5kGXgHLDKdf3$w0o|IXR0q z9Z~!5wV}w{+vb~rj?|PbjvWn-LY0?2u6n#yI?pDlYOzs7Cc0pf;&)f&^4>QrjLjti zX~I)A<9=4EM(n(M?8o2Pi5C@QTREB7Uh1rY*u`sfsX!^$;@{Rh&+Cc3cQ}R4*P0Y% zJW)AObC}=oQ`hv$Cg%xxM?Bq=ni?FegtM1qEh(Lt-q;f|$3xrCP)t3x+qCHV2|ob= z5AkHPix$2gxy28Dn#4Va?PbQC5>qt}i6y%?x~+1H60bBnk#W59$YYV$g_nNLP$-aE z!n_F*7+&5n0Uu7?3zbZ=suAGfxgm|m{)5fJd0p4uDIyG8Gl&V<0}!Y5B_etWuv z+1T-cfQtLguNv)cerADDMl~H1&&|1PuL}z7n$787sjVH9{Jr`xUq-yn2#8*JT<9G(dd3&@jytp{?%L|d_l4+Vh zA#v5ol=&n@c&emct>BtFUY+9Jl43lktUQEOq?SxHhiJ3FHI7UDv$WBi6-N38@#13ZmlrbCB^PaHDSYHuGBMV_?+1DNsD0_`*W| z%L}Kfl07CQpen+ z%KG%&`t)-2duJ@}_Bo)>!q`~ScTHGU%JQbmVJ_}wj%mlgibV^6GT35Jijsk+sG<@@ zORIOr8$~52#d9#FJ6gHFh7^Ze4uw}XJv9`!V0$SOTha$AZHl1*X?Eho#nvY;et6&M zij!YEakpDpQ-hcq%kI!EvdTbTYbQGUmk2GnlUI;BFX3>^BVRv$vnUe}^US6O$6cP#Dy4bO z+qs^T81;=f_iX^C#7!;2h``JF!&cK%r0`D1D4 zkL8^&n=IF(X1jrRe)43wlF8Rj#41}m9#FWu%5YEOSn7C1+9t}EZWDct5@?pOY%MhB4JST4c*#treC zqS{Na-!doM6N^%Ack^pX*`syrUdXP4$JT<%n~9(t-3?8MVka~%F>79O*16QIcS&j| zC?83?z6NFJ!XwTCH??<7kv!K_GEuH%A}IO7beTbP73#h)d!YnLQwJ11#52tT51u{7 z8FooXzt%=VjQ5f&$WwYyPyO7e={8Z$bD~_*M7gh0nZ0*RH-W2<$-XAKA8MGJo~HK3 z|CDEGR$uW#$#+7=1UGmMane9zp=06y?Qglioc@0;j)RHqWMCP%jxg%|5IS$~qrzQB zodpg$ELg(o#KJP^#B4-as?2%mqoML`4doBqjt&a4OTM~*>e-7M9w^T_F;Dh1i{(UY zrD>Ilqt&~-jlD)p`vq8dE@dzIs?jd@RK??*ab3qmg}>_p_N?(TFz{dpB@rtRSQ6<` zu$`n}drZOhm4fetAF*-$o1g_jbenKy)6<1VZd=N+FoWv?@GZTfAYW|M;l6dp&m96QX>yIfGJU)f}ydj|W#_CE4y1 zX0M>p*WkFzV{_*z4)JH4)2&DIIYvl<}Kd8-*Jso>%8>`qnpZHC<(fkD*Z6|(D*ZE=QzhR-s4-sVv35<5B zZ8_q#GD(d?rs<1RrtQUr6DRwcoY}CgIid3G$6Lp-2ZxfURoUNMP^N{pfhVO2`x@t@ z`fu2CFYn_bHc$-%ZnMDb;)U3?M?Zh|7ihMD1fq%Pj@uIwRL^otESdZTGqUD+Oq!Q8 zY2Fv9%%&qMYbQcHHHEWGKRI7(>W_p+?9w`1OS(aAf>>A-JGf1p=P_|!(!_b7{65G1 zwJE6e(O)FAGc4QHF=bGBqmKrQ&$BweeNT&ucVt1h{Mn-Y$o@>u0Wi*>=K za2x)@)05Z_f-)Z{1Ys>PR->jbE=?tSj4NiBOaLV(P*Vrg>PxZdRa;*%_tEq3%?Sz< z-dzM$#Ql)ucf&9u9VO^eh$L_EN8<)f`rkh;F2@phveOE=S5D|cZP zE_lOKC%}lsOXGq}@fYzG>Jwbvu`o8Ofcp@?#edFd;+UGB+82MAgN;d5S3pSt(J*yz z>z(J>J1@C+-o_J64ppsNK$Wz^F1O8{$C&&@lq2GamrYj%3VpGBayj=+-QEpC2IKIS4FdmdG`y_N)(!o8qUI2)Se#ZIiaXuR^`M~i)D zce!Oh0rgj|XY|ftnVDZ9I02YHq)j@D(tCx9xK#2rf<+TKrh{@ogRE58RFq1ePRkapUWq z!y@@HQ0k57e)*M;L_`@IKG5Jq61BA#4?5+z0RN z|G56+BrQ-*MsF*EwC#zniT?5`qv^K!~u zEq2#m;(q+;+}lpq1lLcb;*ZJU6ey(>+QpY@Uhr7BQs7v5eJJMrQo_sffgoY%I! zkOOt_`al(u?J3U*Hg^(Il@6XNYCd|Arfb9tjbK@j24nYAASi>|@LD_x1iu-y) z_w`1M`vq9~9IV`5cY=pV_8jql7T)wUwPmds2OHZWzR0i{Bk|>t=f?1xg#&;b|jqad^<;$E7cGubP6A=(>wli=6w5gjD*CV+56N6lj02 zumTkW?x1485}u`>yqNmr#gEN*Yc7<P zT@}lpZ9C=lXAz{2Mx!BU6b zw0y0#AMZ7>gX%q$(3tG-GVRF=eh!f?+h2>U_$1HFHN2?QY{~O1<;;#_$F28Vnr_?s z@$`}A!oa2JZM%=m(3pI1kED<3jBDvl0Vf5u76xeQb>7f>GyOmBJ_EMiNsr&K6-%5s zIis*)v+}P^$3@n++eoy#sUFryxu9_prZLcM{lA6_Dt#i*!PSJQ`J7&ojK7(kmL?tAx8a?mmwQg~oVy8p z&6bkJdIFnXo|d~-VNh+r*Lz8KwqeGUbvN09d6#{inJ^`Ai@k!0mf2hG*HTMYZ!G{jqhZjV5&lh~=h=J&?s#@h|g<@FRx zobi0Vi?`t5{KCoz?=vht&Pz+)rtxSkt=@hxq&c%zO(WIhJwM0PuB*Qf?ecmVdV_7V zG27HjFK3@Kz4u^U*0HI#h4#<4(O~y_`RA-eh!=Z7^GdeMzkC8tbv%$4&=NKN(ONq7 zlH#3&vSSN^cC}vK+2+E&=3=(?jOD74R6XtyWezMEbNrC4~i_>{(9$r3^ zXrP{)wr6Qe;?HRxiu(%^LX1vXCLYi@3y@_B81P-FQV^{{ioQ$DMBf8|cTpt1MP?HR8P zW=uX8>Skl99wT>*>FJz;6;lGwaW;ENK8-PkqzKEWHXDoN=6~K2d*gil+XYkB+$?Xt z$qTlOIq%K!4O2c^8uvIa?kVz(Wy#M@C9ft zo|6p@3P(+FP(0?Vy4_l8|GlSZ-ORa$AfMliVSdMVV#l7ok7YmDAA>XqvrRQRwKHwi z!7X;eQ;JSiCOx%rwDjK;vfltKF%J@e%YGbvJhiY=?s3^{{$mS+K>pGK`55dk4Y1yFG-f-0?x{t);klDDiliSb%;}MC;|%B6{Lw*k@f;-EKCcNWJ5`wmvhKW!zWY)R zW-mduDVM-0W1953>_q+Q*57O7dYBh)3OvWj?3VfLYy#MoJzjl*of4wvF8B4;eBbFV zVd7=9+Yl0t4-WTBPQSlj+-a(kjMh}1r4t;Ns(em^W_`<-Hk(W4Db7uwxhJ0I86?Ro z&)vN9L|c51wx)l<(HVscrc4AUj+gMn0n@W{!JnfE@4z|I=#u5^>{$=a6(5^={#|2` zoAr4&Yjqy2)Gftlp~11`^O;+fe@gSjuh~vDx@DR8A>>rX^I4XXo6mfhApGlE-p&K7 ziVrOe1Zk6kYm;~i)@IXuS8q-A1f#IIuM5kP=YV7S_jf)UkBMdT@^`!fCE$x-H@=0t z@vY6~vUv;VreB)wsJVDNjzQh`OKxtKfm_G zMqJlWo-54OYjkO6n%^;>ltzQpj2iJwG(mvKI%xLFWVG{wthCDY44+}Erv)p@j9d1RKFfUA?# zgWZO2);>*aI&XVuVc6kMS!fLO+Qs?soQZuYZt5`XR(p8^Hr8Rd0W>JfGSk8y|h zaJIXFbb%ZJ(FJwl#~J%UfuDSJXIj~@1%Yms>BYRlG~q_FMcf)R21Em1QnTc&YCX!kuWR# zSgoDcL-zR-&vj#DmpvOwXJO`D)Q-v(2E3H1aTyi>xFdsNi z1b~t%tgxCZe(l`jMSX7%)%}cr$esK_BlXSoMbE8xo-HZfD_>_&vgzu}%!Z{w=*jrZ z=Ah=w=h&~Ed+h8FN+nA^ObD+ybQ4>bhMsx+Pf ziMmOPLzKLZrpM-pUkmjzDsKjP(ev4o;$G#t$I3A~eI*1X*u7MpHB$mKPr_=YAU_-V z2pf5YdHhCI`wiIogWPPcpGiDZYP4*FZ#<{@J)wKM&K+Z3+EW3_YaP(KBH&c#bLQ^n zADdp5CB`mIN!V}9=Cyp@YlCB!lEHb(di#~{7^L1wXzpeAlKcotCW7Z75x!uG@OgHz z^N&|T^j+8|eJ1ZrsRStF9A@F)kaTB4P)*0n=E41dtz_s z%QwbJG(Qh=vsLGr=Pmhl&e_)Gch~o5r}kzWf@=7lDv(Q8z+JlXIrHl0%vU};UV9~e zY(da3!}-S`CArO+Lh;Yx$9OYmF7y`Un`-pRGBH4N@jQ5SGmn4GJpO?5?2G4RgNxP= z8mU)`&BS*fbKhZ;8l&c85prq;IO|lcn+Xa3IaPKWs_YzWBb@#}9J3R_YaK38eA#%IC(bpLeW32`;xl9+$6ivjvq~GvE9=75DATxpTc0 zb`l@w7-UR=1!VeSH}!e_I`jAi&buo^-FHCa?3|Ky--9)O+)<9%+53?*p8u5VQa9y! z!k{_`)=HWxvs5TBtEJ)}>uW95nY#~yvbRd{rJcu`__5xZR#X= z)9UGw&l8V+7JT$G<4Ez@JG|fwccj?tdcY&zBkOy#Uz#1>`x=yzF%pS#_w$d}_r*r6 zR}^5IY7{o_^-jKK%a<|92d6%7Iel8j{*OGUb%0gdCrCLic>b%!Zo_k+HpT0(0(aL# zPZN){Iaq|8>Hvp*1w8C4>^4={IoZhfE`2_0r}UX~5+Efx>k<{*HHD7mZ|MHoT(n?{ zAUIilgeR+yH7Or!S}N?Myw970i{lkj1kc}$2|nmLx8-#9vC=~=&RCMZa`*F%cR`s9 z2I`zb z?ZiV*D?9vCstow18a)CfUS(+FJ@4h~XEQ&-MqY8AznhIZkH*sDH+u`gA>VrEsQZpR zA~k7J4;@yX?0DY7xYPvRoKSUN=`y8Dy9-qGtIo7eeh}hi4C)rlWWO_K*4{Ty#pWx0 zNRW}5%CmTa<6?L#1mw4*w>EiAo57{{!<};J=Ep2S1)b`ro$fnq?ml`P1de8m>RLGa zdExILZx8MAlI-WY3hpBn&+XCN&Y5qjb|+w2g-P`VP!nq|sEKt8-k`hn^T@5AEN^Qj zt^L(%_+w|fj?MMQGRG{`lZ&KIvdc$S*sb{}wh-JB#GMyTZ#`Y2r8O$ zSmJq#PaON1pcd&i*6%`UGN48esM5BERN75Je%A9NtmiM7>kn$%)P0bA8`ED5>h^e@ zE@EDKt(TQ}1hRQ_)%2DPTu_N1MO`?kmB z-9ZbJQyI@&92bKWfXk1?a}av`By2q3R-H1h3DbD^X~N^Zb>Qj{qixo?^)u(KpDAEJ zxmjO-EW=iOX=l)((}pdloudrBCEwP7+H8pW>AcrjKkNCCAa9-D6uRGl&F;I&X6a&C zkhV`v+R+@-my6Ed?Pn2?Wp>Ll(Lod5hY30vs3o{GE#rCohI@ft#^uKjtehhE98~U4 zcHi_>`{AiQ4~nl#vSX=a=11D}Uw^P2)TlTDYA+eI8(u#-!$x#Zdw;=UgZpX$r#hZ* z#>}2+A8r2K0_)PTxqjxH#GePok1S`e=K0Z~eP}9EKTBl*-xSou@2IIh@4U{up9482dbS?&dmA9C0~8>^`-+_iJ&H~4XB9=vrOVC*fPmSKXsD9ok(R^G5r3y zM}?N_qn}%ji6&z>@>%4{qn*#WyPq2$`Fu2@!cXGIoy+jrdZta|w1W4~j=I0F(GZ^+ z)l-3`!TRIj22cYH)YJ8X_H=o}IX6$YUArSv^5KOQDH5$bQmQk}A$@*>Q<=}Xv!8$b z>36&JtKD~wW>DdIz7&+xq)u*@<(xj<(5~kL){M4qLz$fX)Sa;r-xWYz4^WNPQ+Dpz ztgx6{PCNe8O=yx{$IYff{UNGa}0j$Ob6%C$TSunwNa(ROkc{uoc?^)&0a|3NL1d`+F`dvJa+mw48n%kl?8PFaS&ObL!Dg zu8%dQ)8;~2n;<2dci#A%&N+R$rJdUYP|C+>^6cAGA(zi{6I2>(Oy^GgAU$93ylJsf zT4YBcC^6buVQ+~*9r!lJ7~Ds2lYBeptm#B`YoT>ZB+Xx@$UtjHH>5f+KGM4XdutA) z`wyz&XMox~J=~mgpQQS4-?9B#b0J!rr_xC4eoxsy#)W|!=f+1oS4cG|KjyNS2RsUO znQ42=rRlc!A8Ea0f4nI0Jdb&o;YE#RSVv~@q~s8%#YKB$i*|2V7kJ``MrseNRK3I@ z&1tO1pB;1gSAq=2c!=c7KcJydtNk0+1zF8SbS_exRvY$cU*^^O5Xd*>(o4`_p5Jq5 z?|RC_bM^`$TFX9jzn8t1K;a_Qxr1V5|rL#Z4+r?<1tdws$p#A|u+u>~MA!Cm>L zAUCW34FM}>oYP-Z4K}c1%B9}hIOe{VHtxDlrdwU(CW7#@Q)=29Epno3MRu36_`C(-WpvgDiu z$eob#G~krSbI=&-<)5H2)R&MkRI9m{cb?+fZe*Z$zBoqXZ-R{0(%Y8F0h)Ku@k0Bp zi|5umtO&_@4(dT}F9!D@UzYhjmx`FKLEse3u)% zCVq5SnF1+Spmj^Ysg=(=uYRuJt=qj}T~O6|v11O?A)|87TIN^3NnNjP^Bk0ZLCp_0 zNm%c|&GMto#tOOZrZ@H0WKX%bsnrnN|0*_0i%DE7QhSqI=TD6RUoWU-bwOkCTu8t1 zpvLmK>etRCo8JRzx_HiXv-FvR5++?+-W9g_Hb|IHi>~?ixVeuVOLZii{haew<)zc$ z(AABG}qJfct-ody39IlTy18*IfA2>}YMi{1j%KBetLc zoQerXr(nI8U+aRl##}HAHl|XA)|j2KK_z>_^IM_g;wg6 z&nZ*DEh_jZ*(pEE^K0g)YdpWH@qE@!V>UnNU{_)5?w*&Yzh>_7x%anm zzm{A2rB9a)*1~U#{!?6;8WX2>gQcSo)ZqmUwZKxnm*q#B%@y+$=cU8O6(BXyGMfX3 z#12ip-LU$-1h!!v8@k1D5a{B<V=b_3Q#S+}2oun)jeCQO>%J527>=O}*`5_r0fVUN3UD@yzC+qnXcJ zw|?e%yGP>f9D{-hmmb4<#3qY_TB`q-^vu?@mtgl21vT)eT!If_fX6*nIoSMfDxC@% z+ko{pPrmNhzD_u=!dyR3=cq-9mZXi)O1%y!~z$1=>t-Tj>PQRTq`neq$iJafD=;bSHy557tqntGe*{PsoI zdK3CO^Ny>3%n`r#_rYYx-+AzgPbl)T=MI~m4R5s{gCYdfB}VGJKpm;#(i{Zp@N1>6 zu?9Dcj4h`tz0dVh)=E9{ISHfZ049oO1DH}f^dRL!3q?jTr=3UbTmBQL{*)gwh z_lA4V4XU0cA6&8Q*K6poxd3n$* z@LaLaH|uo$>Q-Af(A*wqz5Ocv z#ase4;UI%FcZHS}AKLq$EiIzn-68~B!z}HA)i6uvl-O-3v2(DJ?{nY+T-_3MBW_$z9k1PR~ z{8sS3w3U2>RlmQ?eZ4im52i0EKJ?(`P8rDP!cE(n7HP3h4cefVI>z`%b87t|C+hSTb*vVex0JkQ}ZDc zKHXk&_;xZ!_%X)ylE!*krl29Y1@MZ-ape<@sU1PeTR!VYy#F%CpkT@+aIY9NiKD(q zq^L6TktL{KfRRMDe4e=Vv*4|t8C&2(s9TE7u3J337u2G?@U_*Qx2WBR(kGeYKvHm~s0 zu&MBTmS?d0piGbF0x6@V6ZVSLKRR`ON9K;TE2Jd(Lw;L+_Fkpfyh<`K7BUgN$}+Gv zC9t+-g`L#vi}3N)t2bjFclbY7jyV~;Xa7e>%YaiIuR!it0d3VRowLGj(+aus&Y;1O z)HUwvJaS8WR)DG#8OZBT;k0;wow7W_A&NaxGa`6ges5D{9%*LLGqD7@`@|_Rjiu>-GU%> zkjJZ>b**nEIqaCkzG%wCEAGlGLB;K)UEnF@&ugwcQTf`b`n6*5ld{CU%~R6e^)xn5 zNdvFBnA|JIIW0ff#?M}Y-Obl6P@P9&DSU)O%hF9XDddi0I;e?q;=pxVcu#Z}?~Vtp z1(i+f_kf0B(EGi?SJcC#dlU!??7TJM>pq)e4xo5xDo$F=S3_2xz^JHt`02U*xRIJoI-N$MoxlcAr0iis^_x^!A~!_H*GWpHG5XdXO=DjpsS*I&+%+ zb`;J2uuJ|i+6+5rKL6*DQ}M%wSgJktU7CLO-5XHq02N4qZmRsyqPn6T4`%_8mK+=5;SZ-5jt$2zBEmJ?s=WL{u9on&s-HR z!OX6C7Phct&IdO3LwoC=9=)5u$?kO)G^nfrPa*+YmR_ohuJFA5!+q`doy%wLf>*vw zvV0lCY?JkGYGLJB^B)hCG5fuiZ)?)t*0hz`oqqN=$pF0ABY{WjXxL2tAFcfbk1Yg2 z1)wy>09g99bC25(gQgaGuD)n#EY`F=mk1j24I-18UCfg6ufO>*hxGY-#qo#Nxkx>@AmvG4EqTsU{L zVgY!z1$7Vx)U^D(6*|;!3tQhbeTVi-?b@5lI$5=#lJgR{ z6#}RyJC(8gsPdiPoY#3y3t$~d1O;T~k+Q_Q=WUa3f-0Z|L2lOR#lG5h?K4GRO! z4s1plD5?z0D!ldc(5=cp+;_oklm{VR@S)>N4cp~~-+jLMQ&-E?A|T5U+Zg<#UPVyv zV-ivt2|iUYMd{A(lPdRwy|A=o!Pf0z+YcI)MOsr49`|_uY3;|KHmUtM1Zn_)<|LNF z=OmWSDciT9Y@dU5e9G#&L?1S=3~1Vi)K}ISSBjdzJSj8*M)i(+S zH=8RafExhE)}(xuJy@hwsQVGr*aLNQ+~D0DH_MlxamasG+qqxYy#WbZCtuJ2EoXTq z{qu&h=by6Z2fyV&L-*i$ol85x#j)^|qDwyyUHZxNvS#ASU#-ZUs=_1Ik{r{YtJdk) zfTqYWdSm)JbB}9(0EHsRab?MnHAohd-dCrHf8msC|C1ntWi}{2!a9DzTzyc+1<68| zJ87@4XzVX|zrV4E^I*pFZj`9z1dRzMzO`BR?}px*YCYs3YN_MWI?f7re(wy~Q~MuO z6QTsZjrLY6&}gE~yjgkT-%eLPXf^!M+HbG`(vm$Fdg7_Xw|mD#r{5Rkn-T@;CSj}@ z`7x*I?V&1n&9iqTnM1w$i$OE(mEo-VQo?yN+IKL5`kGkUDO0z87QOW|3)W7NTM8OY zmpZvqhUf_HeuJ=TmJe(l_2KL&6TnWwPoIBekUXWR5- zj_K`+b&jCbfuIo}#M~OF%v!%@?r~{Q`(@r7>9;Y)u(ezpHWyzylD~Zi>jThSG-e`! zh6Ze07Boh5)^yU|Qyk%WAC_DM4ZVT<1)4hsC;iV$uKbRl74`}=uR~~TyVws@YE!qkW&fJ(GqYYHejXDe$iaeKp)al5ngSZDUF4y zPeq*7pJEQ9Wq^kiZ~ts9-6WFy=p}UM@Y#~$r;10*{O;ejIdr%KG!j_`8j0Lq3>%3= zXzLHE+Fy)VLX&@Csl@c>Lf>oZL8G1@LF2N0@Nrqe^Pq9rW1qQSYb_O@Ck^YcSK52G zEYeAFsAMP4exeNiK~Pxri(rQGUhVxG|tQ4xA`g0oA{9G8~ZnnRcO^i=(0To|-*UVKEjCW@{P z#{!P=Zr7As37Tdvu?4MgeGOUR`YdwglPjNHUj6*761XzuN-?M)@X7>tytA8DALBV~ zdDOd+|5#%ncqzbQ_)-8j)#EE%db*Yi-fk`JopffdVa60_N9?(D&Yx2|Ht}t+HpP-a zI-hqQ{mk;w1~h0;Q06CL0h^3I#q{0i!gn*rS)lQ4%n4g{vGb2jyFr6+FI%7Y99#@q z=u&Ky)_8p7{!81Z3Dw;PHO@fO+kx;&i9kPV|21>fGoGK!fG+p|^{sQ(b!xiK`Z3|r z!8aJ?Da+D1W%DAe{V$xG99NMCY9@h}fPv;d4pm(ZKQ@(zKO8)4htUL4zjp5N=5X+I z@)qcHa@o0OQtpdHGM^`R@%z+*su!%ff){`~F-yyH4QGJHjxK^$-$}h!s7sBh{QsuC z`xvOthdjRJ16sw{x%Kl7=ck}%S<3l+#%j$$RZn*wob$zWJ*%AiksU@4kF5s{&|=e8 z;r|4r?aO5+@F+ZZ?YPZ@S$>D67Pd}(j;`y>=AfJ4HIpoFZ6+U(nF{Fyr-N4)UfS8l zsegRK_ia2Me3Fkf2HnKEROI@r?cBeg*0<{SI4)Iz4=;*dR}|3GPi?pinvFy6%m|-1 z?tWhQef!%(Rq{10jr?}-PS7b**s;!68y<7{*O*eQ7T8MFe4$69s2 z(K;T^cc#l^KfAG_hn)rMd$hMpZqr_j zOV{s0aC~1WK6Jp`4%RMa)^ky~V=$ouwEhTV?bp0W+w%eEHwQvj5>-qwdSy8~+o#~S z)nhNO4+ZY08o_JUv_LL_uByHA`OK@zwyJq2U*!axTJd}qXu%$6MVqPKM)SQ!>y`-4 zo9t@|k^%LPk(Qakt>SFH|KrO(U1*UrC!t*P*i%6{E>O9cdIdbVf*KgA(0Rb-&mdZ2ZP z!f|G5F>=cUr_B@Qo1z6;(1zZL38~?^Tb8(YF}Qo2UjrTv<9RptqgVVlE3uB}EtpH) z)#r(eoqzoOIe0kiBc#>@^+uKpzK>InnVHCY22>`3=4e3cEFdEcUX~w01BBuxd7xFD z@IlAPhQ>L4|GnbB86D?-4qmlx4O$TaTh1);bj#;Mw<;UU;xy+3(-61mAtMfu&yS~pT|oQGMWu;H$m6aUOva2 z{e0sI@G3J#qdcALJ3KEPkE1QNhObiP-tze% zsQ5Kzn{o-V?Bx>gyfX)O#I#jR{d~|OAj<%2-$nBcJZZpI&l$g4bUyCeCcgskP8~|+sh^wRLU0omBl)Ff8bFic$NEVP{josNMAkS z_;G=CPYRC}YbwvJ@UEn=x11g&Fl;-u&vH*dep|zqV3&vd!IdMoi(-v zwCo+vn?dsspk?t#ia}#sVKMCo;=b)U!ftI38X9{GS}Y11>r9veUQx^r4kFNQ6{*xW z73+>$N=|0qBq;E(t?sGUd+`w<>M!gGa13zKa2m@-Lpdd1ssCZOeyt?=N+_Yc8JK59{P1c0oYK za5bX8awmffg|6*LJ*Yaj<@9Bla4&laY%7gGYdB>m-fk`J4+8B-08N>I-FWoxO3v^9 z4z|zc6vnoMynoHy{tM^aL5=?XA0@fZe}ydlbjjmZjhWZ>qo51aj0MTUy9B~hif(~? zwx$u>XF)1$c%KyUJoMW2@TtVHM(7+7a$1Be@6|{K`z!h3&UuhcGHQD|`wJ?g9&Ne? zvI^AWLR~X=;!)+DmD%7iwTKGHjvUbX*~<;w=Q+cJx_*0sw+eg(4UPpu*MO%lRa-vK zf6cu9fb;60#cSszcE~M0ZV7IyeBUqjXlhNRalmlRcr*$;)AAmr%nQQ z{gw&pOKqOM*YC$pcMB6ONjF8%&Z@J}oi#;|eja)BljUQLQln%KsNs1*12nOja;E5T zzwNh8*Fl|OY?Ju@Yv%f2IHwK@U7@Bl(BJ^5f&OpLM{SMPI|aKRGG~CM{V;~q)UTaW z&v-r=l%&d!!55g$yCxl?d5HI=*mjvZtZhaAHFJ;8o&;*As8%Db22{P#^K@$A&NYVL zz%y~!Y2B$oq3wu8o zUh?@QXc)A4%EmV_=Sx8&11Bq$SQ}M7Ho9nnk_g5ss?MdKD<;2%N1EF#T6#Ry}l#UDHvsty`)1+94j4eqEX-|G*|5Yc|)y@&4y zXb5Ra@gdOW4@l!}Uhk~AMRuEuao+6>xC zx`$Z2NyY{@XJgOQBZbx9u#?4&%x#DONXhi?mCXfe?Z330YkzDJn z()DNCUYJn;+U^1xV~6d|bF+L}llHWxt;kOL=^TR}8`IZV!B+OE6btF`C)Wr(1g!zU z*wcrkYsHk0D+11fmU^hIuQ)nm@7CK5)>8%fdW{ZQCSK4`hHjZVsG&aRyw05S0_V~t zSH(*-%U8QuTnFcvHp%bj)Ag%&Jj~^3abDb007@Sm@btm?+?f0M$J3v|`-V&rvrY$v zHiZA$)UNuD?IS3@N(*H{pxXZq7LyDpnIC_3)JL(XS!kv3zsT zioO!a;#ttT)R)h=Uq35UKKS-fUEM6{sY*O^W`Q<2JO;0OF6s)O8TYb!_Cvm7?2jE* z9)0l)%OdybFG0Bmypsx4T~7i{-{pUFJiER}yV7IBQ|-r?gCAf^xl2ADeen#o!QjQS zoOPK8cS~?gpUx_u2HFwA0p68R0H4Y#*telzpMynw%8I%~9<9`tVrW+){YLk*sfDSL z;yVo6Kr<@fwSurD;$``?Ch=)aW6{17Xd5Iwq?jJs*-vEb4|0Pn3=KJjyxN9a`}s$y z8)cwjh2;HWkZBmu+Mb&`MYP{I|Je-QDu9tW^>yazPdF!@eAY722((SfNdhztoU<(>xcK9X4kxCL5wR z%RaBU^6JRvsYgHm_*=Pq!@a;R$V@GGo3o~*d2mX;uCAor_ZtNlS6t0_-ol7J_7Syk zZvDYsZlDQI&@eP;1;9j|eabO$`9E?%lhEk>+RNv{ubm6ec&`2OG-Nu0UDFagoAT_h zLaTYSVBU%BKQ%Sj_cNTjRk^1;clU;SD@76mG?UjCLk5+z_Z)Q%Sl@H{^n?eCK>h>O zMW{7BbWjttJ|AC4h%*J%;Tbn%Q4Y3j5o6kp-tvh}bvY}Y`=JKAsZz>O{&IOeu z7&VQy_w$d{-$2VZL~hEn_J9W3LHkg$_uVa6UHom=>7Iq4t$Nrj1FxY44TT;9O{RdB zBhM`H`?l%2==&4}tP>8AR`H5+*B{$eeCWZ*~S;GwvZxf-WuU!L)$3r?+M1%YR6SF?lufp_`$aRH{KfWYK6s zNKubh#ub5l1@PLy6!7B3UT`6jroqv3`m_{CALcwAV*Tg2>$b-h1XbPK3EAeG9r3VE z``FV|zmLaCk1Y(cnhV}0e+SZrnPLQYZsEwM760bldz0UoS{tpAkWCIMch09v4$*|0UJN4xUOkAurE|1|#W?e(%G59Tq@ zZeh@O}Q?burVz%=>TQ^kXy zH%hj9y~H^xJQcj?(H*o5^;yc9Er)y;eo0;L-Ff}HM7tYkRjY~Da_CsH0eDrblqkqo z`#*pjzWboevDcQ8!IxNmdl}|MaNm)3KF++f#2PdRdK)qbs-}^;1w2Um_RpbR?3#Pu z%rUH(aOw0pUeN6CZ`Zw-rte)-nE#Ib@dXXgdR;e=v7njlN;56Xmo^hi{@Hn&Xq^oC zdq~0nG)D)nLEUO58P?u3&bjt2K}KRKXv3}ne8Vm{bsSm20^YFemI>ZGctHbHf+!y3 zt?AL;Uf5y2E|_nMS6k4D1woTwtDcuaR&z=}K&%26Q12p$0cN<OIe?aCmiU2-b=XLT=kv~` zpIKhofSO|E#~!Sl5?7jMpq{*pbKZXU_;0g5{E~YJTJ8^;ErIQ&?}6;4x7!P9fCp9` z76UC025sp*Ynm2w!)eE!HHF)^fl69d(amAd2XOZZFeqrBUT9Wn&0r4QTR0M zLF4NwIF_9Lu&oC7E7ky}-b(J8%5&ARhM}XCzftIZ1GRh7han+l`7-9R$n?qkjn+-!oc9T1xWz_$ z>fEw<(Yw+;EikvOQhZ+Lmdvrld+m+moo?ZnT zSTC3W9yl>dYpfQIf9W0doQbosAS1-6$BC^Mz5x@uOTDdRUh1bh!x_+3yCvtI9r}F{ z)XA09mlWokirMT=pLWi8$>*FUpmG0ZFUi&CK+DVaPHYy@e3RMZUt9;814r4{0XlFZ zJ?z|Lt%YwvSp^i4{!4mXpI6P9Z20r@V|z!T>1taJIu7DT$~mO1ku`@yIa+@IDbNNrV{T%sO`8{K)&JcY)B>?K zzqB(Av}@&hvC**YAdGX}E+XhF{pWA>ItAeU_^u?-L_x5g! zjd-uIbf$H(f>H)}(x&*(YD1RO+oj`-)UfTt1dZhFx6c>9W<6Dj2Q;b)X-H`6{{U^o z)MqwfIkYecb5P^Zt;#!BQ+987=h)?v5#VL7aU}s#N%vOFHmtszc{ErPqz_{Y+o4C5 zccMUjpCIIgpoR~X5)VBs?YVvyJc5d`xwrM`XQq#PBwoXZC_y6z!Hs9nNlw3B+O{y}%HrV}sz9+LQTC>^we5VRv$TeqT|=V6gz`Ek$+D3m?0poJ=+@#Lcapjjo!*XI!H zTcZ-T7ax1dne`sj&cQyOJRdYK3fkR!@N#kTUGPB$oRC2V<1o#|bHzdN)oTPBP691u zPJC;lxAUIfn(QeXles}Vr67xo&O25w)vxyaXxM_$eSCIv#X-;K%-+vgFa1=Q{GB`b zfe)y9fuxT-;Wj_eR_7K6&>-q1Y+ISVrF9c zaavvB=teJz!?XV@$a(D!$% zY@RFhrgG*@)@KiTUQbCnfBVF|-}kpKtH1Hr@Q;4dhTubIK7ZOL));xXb}8ffWlni( zjB1{8JG_~);5;*%wd#w{Mw_|M9F)AS={kS=M7w;)`P-Z9^o{u&XDWkbGvZ@gKQC3v zdm&Zt`?JU4&6EdVZ9m}Jj?Ujc(f<4Wt;_2r-cEUN{`46c!yB3h=ez$t#hK3KekUOG zpLOVVY2_{{K9g&UYO4;$*W;*bvm@sBgUcfXtl2sX;td(vl_m18UeP@3LPM)_EUTy36^lWZ}M`xeG2ZvuTBv1$H^SS8BZ1=lg0l-nqJDgtzXh|yp@e--V&C|xU_2p@w_%%U$txU-!^nVV3i5;DtOM=JXPop zG?lNO^61>|6LZTSoU=YSclu2CBM&@R?U?I&IUooEBj;U^qGT_(JR;N_$;%t_`rrEuV6Zvo6 zKm5PPA}2)GWYvj3y%ISg6TyW?_LN2EikF--Uhz35cjvHnG; z3uAfR?ZfxKGx2GwLaf{n)MTY^%$^>zRHSsCa_KzBxz87U`lp}dFn9WPV|Sh~uYl(l z_qjz(d8Yj+DEe{pCS^V?oI2ATArbj}-iB9|m7wsss3pxl}sEXlO)W!C@S2aO+X2x_wChsKDW0ob4A^OVcqy}vi_ zU*Z=XP_hDhv*7u~eY+AmU%lANd+^KdhQnT*@4$J-8k*3j2HmObyR&n@CMZ8=YbM^S zgp@ryK4-+s)~u*^jWG`UvAFO+;!;rRiqHh5X>b|orTNar{hdv-_4z}4J~tc$Ypt~I zKCtHDzE_Om%w6}Qr#FEt<3_P>7MNj~v?0hfjraRi zwpGRtX6^fYpJ%>c`_xsfpmIse2ob9DzE8CMzW<>Ae}iua#SJ1>F8VsJ^{vjKvTFrr zoHv|uJFvC%!;&|ku=xfK8(VnTys4DGS-k$|vU&+yZ%*#*EIeUe8=!?p=c|kxwY}xX zS!B$-COl_s?iG3hEdjEpD4qZ9G4H#=`QHvM&Wk~X#WR;B zAjg7io(axZt09j4E&p(Ny~NrnA5L5_GUh&`WRQJiiBx)tTmD)pw?B7;?^NpV_}p;N z4ODc1i&ayv!soS5&Q%vY-wP^MoD;x41eI0yLx0rj7d$HcB)oLKB0D&VCoE+tk4uAi zv2^F>fBwh4zW%?GneD~;&F0XDtW`X=P8`*t_bx4R$o})M>3-kg#H;@fs{5z@nBDwt zm#9O8-oZuCYO9EMYRI~UU8h*(Y!5w{qUylUI?I{kl&V8E$5TQ1|AKtlk7XkceK2Rg zJ4L%`K}_?5%h2H2nYA{iG(c}X$8v#Y<8YS5ou{H_P1V&sHSJo3cj=*@^8_p6b{*!L zcj$r{``xYD4I5&cqM&KuZPu1D)4<&h>)a*g?K*Wqxn)CaYDVA!)0UtD`=TSgbwP)N zE4v}?yrFw=BgCCM@>JJGYrYbT_{MQKZ|XvKj>PS!E-Z4$=2*(LT-Qa$=JvOhdybxU zEWgX8@Mc=VZKxx+N3D&{y`uZ!tzg?-E`=TQ#1}+1im^sLZrpBqCca|_-*g4Bf3jxm zcT2S!Hbgg-K^=Ja)t0={!0iru+$H|Z5O%D%$EENlOfpI&gLmN-cJY{tH?;RiJ5}`0 zZhm(P6qJq!piV4GT^nPmC9d&<G&XK4zsKi zZrRqnuYubS9Ceo{Tg_uDlEJ44vdnqK`ldYB!>5?1t+x4d*0KC4mx9i8g{M$|?POaU z;~b)Q;gew7Q!a%)kF=aOZ`$p8^O98lO0ONiN?FWGFRc572>JO?yWU><^GD$4YsNn{ zEs48NU2txECU7Wt`lIK{8vF-WYDo}UuyC!;X-n7)U@tVLZsXh0#Wx^i6KU1r9_`Xa@xSs3zcmdt%3!Z~2!*D&{ z^ZgU&$vd8Rmzd^#@v|U{cr4QvjSEsvz8@~U>yZ8<`3D-=L0|r8y!Z)i(dvSAeYbz* zr`UEk=t~Vt;&u^ReNYmS3jf-_gK@gQ@V!UR7VOT`tf~|F0(IrOJx ztU=B*RlZjtSm<1!yZ*+{z>S{;TkZ@=~qcPqPR|0R{nP-lA5^H$xnTw64DM?cox zYFQA&I76#u!6bt%XC2Gm2EF;CaRU~9dS}n|Pn;`%@SMBEHt(6X`Z<|l+d!fIex0xA z9b2(RU$1{FInE2TL>s#uJ?}1X&HKY=NE>8XT&(KPpYlAfpZ=}s_{nLm_~f;y)4sS< z(?D76?oz3`sGj?Y;Xk*&n5X#S_0t7A;uN2}{>rcPRcHpd+N<(x`^VnQEnI*3sz}nm zH%lQ!&}&tRUlrxa+`@s*8zi$o2r71b6_TmtNZfm>FAh?By;8OO1+rAOw&UT=)jDV8 z68vu6bYhqS*3PE4!)@Qa(>#^0MAw&GhSE6x+TE znbdMrsxHjQ4BWQm7_+_in7kSc4hO5*?K#Jzhq@Efj~ZZJ0v zl)tMu582&|efMY9rFg|3QEjKSe+wL`;yh*7vLP-tRo?*I>G?Wo%3uDrub)oY9re=N^QL}-oaqK@!9i1|dCKli?7HU3;VF++zqzhgeN5qsci=a{majrnY9WQ#>gmhg zy!N>HyFJfWvF&Tnl)VgR6hTRB2waYuXUkv;|tUf4#J%R@U>k)RNkk zhwaHX7uiqIJqyi%R|}HwhI5$Z<|UZH; z?}^_8TjFIzGePCj*XH5JYdbKF+d_zf+j^?Yw$pSbD!c0C_ZW)M5bshBg} z;A~vuHGxygHgk03en+s*@9EmOUNl+W@rK^P8xU9CC^Mb4F<&V;zIkK6!H#v}3*0#l zwocyws!J-$L%SyzDs9Nj`tSdd$8kmYVu{}zO;x5%8{r|-Q!6Z4{XhA=NK(P4E`>GI zlisx61vOLzvUc&DUe=Z%F;zY>LO*rd-VIA5Z-N?Bdv-5tRNv8( zFgg4G?Hk4{8?nUweV0@B;tPBf+rDa9e`#j|MSZGwHizlg2lKuDiZ*4+{P`sXj>J>o zNZbT>>Xcex&FcL=zeSQF)}N?y-Yb$S?^y9IXiBZcvQ^Hyf{mJAWivVjTB7Q^(OZP87C0!9&l{=?4yU9B1Iuhzf(&&e!B_4@bij`Qb*>*6$_s}8>zFpeW7rmBtybg(q9YvYD_H~xjGViiGv>~Qzo%jOF77*RP zVBaCj3lBFK-K$mOsV}||yHh0kKF2m_zJn z4O08xT?v+iwOO<|=fR!%`HSYKFPt{DEeFp#2(qZ_L7FV!mesMXdz?08{`ssq{}i}s z<$dvsxXW$Tj9*5@1;@5}U;d(b>C3;z30#IYrJBaCSu^+)ZAvv~*)@G?5LP*qm|Fk# zXGq(A%NOfnx|aAiErCY)(@QF~T`GJ3-!q4Vc{~?(>!0-~abrE^xSP>OxTY*|J>k=tcK{_`{pc9wmOQ z@YIJ!gLA#(mYAl6;I8{l6X*Gdj@~+W!CfM*RI@FvAuY8W)SQ^I*!x#TL_zsMaH#Aq z(rmNiY=Z}i@fS^_8+AWhG>>eEIb~(RWTL%08q^w&IehBT#|=>tbHYJkiA~p+e{wT4 zk9O`&F!oo16=(}w7#1<>%gdx@pCi=~#yQ9kj8 zuImL*LI%<90r3ytUwgQrNsYN_ai!{v<4zG*dB+Gn$BU4pe4}XVtVQ|Gt-M`!haQ{}bzGp-f@mpm zzQ5XWAnm}?hb^GM&kSdA+#Pigs&PkIX5YSEnZ5fbCUP0(On>x3nZqyk&@{1B@9aHG z+1{=B$8}Kc@aCo|Af2FS)9={kUGOFK*@K?!>Cax=K5_B)atD9KwzomcE^&i^c|U!>$*oTYzL)AaLeQFC7xPo$twH3;g9=amn0?7UNs}I&s$m18@f@NTgO<;}@hF3D@(zxP9WHe8-FK67zO|VzuH?kO-(; zn3ACMJ>2Hosr#y5Lhe0&wg798R5#nUN=);f=>kd(5J#>&_hY3*!Q%aI>b3F5$t-8-0D-mg~0kG|C%zkv)F=TATP6OU-y@-@d}Ath821N;Es&E zBdBBI9&rCrdy>VPgZ2t9S3>i*?R`+U1U!Z?)%)`2*d@>ZwoK7H^5MwR7e6@;2~Rg_ zjk^Kr8Ls@pv>{&c#(_yX{;3(Wo8R49`s1e`tPQ^|cGmp&O7`~~=l2`rgh$Rmv>(2Q zKNR^@5YfBetQy)^I|}Zrfx3qWCBya3o-dy`|GTika)HA|nss(fAFeF@QOOwPtYLa^ zruKtlJloSbpdpIn&{Bv)tuK5QY`Y$FO3GZYMO_cl@7j6ne%+zOgLe4vc+@ISwK`Z4y|DTh7G==}{g%U)}`k_&&Y#r$+o|W&P>XB1sYJ zHW}1wAhO-jpJop?+~PVP(>4FSh&?Dp96S#xA9fUF*6r*5Q^Q^duIlDPtGfC93vAeC zX-kF4T`1OU+84}H%aXX0#SxNKlTS}Ib)2uXYmgv6XkMEpX4VSd-8yod_CUI<@r0Pwqueg}&6xw6uU~s{FtD z9XRCmkwRYoVQ}){MAiSouY;l0N1Yva9lX-{{Mj;Qu`Fn)V&{~Xp9Nc{$8^mX2aOW7 z*4aI36V%@+Vmn{d7L+XE z0n6Uj^I5H-9^19_=1-ZM+55j76G;*+0d;*HK*K4G*91-}MD2T&*yvdYOZn&051xZ3 zjxsyb+) zId_Q??*=(gpQ*&V;hMlH+k5LJ__Tj(=7JMGq$G*k0PSP1i-p*{yowC#YFc>OJ{$?T#PZCw_7?&x`?Q zvUA*!aWgqn7mIIMEXP&%90!dr1-+@!hYbaU>zzIKed65j_B}p|ZR&cdjG$%-c;x2C z->p0Td04Dz*&oRb&1UDmH_e4s-cK*Rsgb`~xj*58NYaN`!=?{smfomLgfuXO|9uhW zTYY$D40tecs`tjv;x4CEZ-8An)qC^j+LZOxprMg;y`$&2qi2a`1eR?-7M=C_!4=U4 zUYi3?SMuZ*Ux?i;Vtb#v3Ytc?dSCuryX5)b{;k0siMyw~{Co&HI`Z*%c5`sJ$(kq6 zx7bdFWSU3Mt5LFb|DQekk5_;yxJS>GIo7`rwFk9KTtBlY>&;NtfD9!D{i)Ia0UI6B zJ$wH9#QErN_k&SPqv*3%GT?myXL)zXPI3~U;eba zbm`ywQZBCr7h> zw;;e_@PG?QXJ~FawN&z#qS2SSkB>Bud|2dd_yyjal&RHoJDgRh z8v-pyBz}R)5uRE|IReq;bV?+t;#ttN?VSn%f{?0o<;n-`uREmwB1Q%O{DB9`b=|Y) z`6up|1C3qI+W{)yD;_~2?n>XkmM^0Gt3PII+rbkFJ8~ka>-e)LUOJJ>(56rmQbvL+ zxL;iP?Y!+%3z_yp8zwA&6*v$L6Hr)w|GwT|vF&LP3wXTXX%I^-%hR6AI}aruOnDEE zy7H$%Jbx7=;JVIU;Gekg`~Ppj9f>=qaDF*7EsZs5%H6der`-~%iSCihw|*p2l?bV{ zHGVk;K${oaVizxaaopn~Kd6bPw@Zn`FBTq{cOE@YvRISXV(QTX$^n|;ERH+fU@hMr zMVVc7JtBWOKrP=Zst)}EP5Irh2JA9NaluC4_U%WwpmBaNULbcmsOND|^19yHi~SQ9 ze=k11T;OouzRef@^Ay&{*vdgYM`r51i1}++~Z>Vi9K-czpKhC6T`pn!f}^YFiS)ZT^ajOMMoJZ`*P#dKG)g7r`4PqT9SD zep#&a5;Qj90gZ+0dcK$XCoYk9yaXBmjeM-uv>~=@38?xA>RzQSQ{DRgKgWAe+i<6d zr#;ssXdyJ!d-9iLm6v~8--sktxUTo8Vw^SgF1Y96_v1rPK}77KZavpa{as5yL$nGn zq20HgCZ6_glkRcP(>(Iw%u8uhedpLb?y+H|4SKK2Fd)@uz)#G7aaKV z2f?l0DUpbrb0_S@&P9m_Pi+8K9q&#p)%X<%OC-x;c1{xc%is3&Q2zw#?R6@rZK6?u03V{hJ{Q!i=VI>WxWRbZO; z4A=GGq5ryiPPMy74!@H6|9BCoEGmC0#Pip_W7_JR7oZV7?dd5m>J4c!`f&zd{wqYS+q4io^Byy4;s1jhV(wjNm#EX>I(-M$ zPHPKj_gCm^zZ&*qqlQEk``xMDxU@}Mz2*$kFnMZ)RGiHkF)^h;NUCgF_@Dh^(Nx~O zpv4|fC-Hy-rp@lihL}S}=7`bt)b$ek9wlxySm+IDns7G#lXp2CD)t4mdSa@#&=-4& zX{Wh=2^=osYyyuZ7I8M&wN%xVRN3g%NX>(W2n#qwbf6)k0uB-JFN)97U0VdEc}F~T zyLo9*PG;}+D=9OIh4&wRGymwHkhX1>FV@9^ommET=3B5c-+pSdJM!W6q7PGUfM#tH zUWjJ!F5K46y6aKm)qjuPKzjo$uK)QLJ=M~#0xg0$rK50fZ7_< zyaT={UfI4Otiomu<287&ECL6MC@5GqK3!$%8t=aOjCQ~mK{oMNrY{_dKVn2ctqlRM z4?9+@pCEm)m=n~d_ua0XhLu)$FC@O*D89} zg7wOd@y!eR4R*`{jR-#M^cMWWw52UT+Tuzvgmf5zilV@A}?Nre4P7-(o#HLiU&93QJ%RFtFu=xjFIiRgya62ji z+KxJV!F=Mv@Aj|#6xkMeH^?crJQWh#32w)F+1~pr+<5kZy00D7zC|yj;k9vDX4k$> zk-huHOF)B%oZ1()q21HA3qK3n=XZbf`eJZ85<2G6w@*+8KEm_t#q1M_<_|z4JfYK` z@uzyjM-RFDVlT@4x_EwTJ+$fOddVC<>iG7OO0BTxFE*9hmWS+%K@|@yfxTFzEfw~9 z{)2CbQ79JVQ7E;dFaOdmXdd}+W$BrP&<^op(Ae+p`a_9d>yA!>HE(2Um0|T(^tvUM zzeFs5vB}i7IPPS5A?TE#%mVHb3+Z)96*b3uzXH#)n&0hGco8N9^WE!d&t3#Sc_9oM z^vcuhgSMUf>}u-w+8fs&J=`RJ2v&y_egSnREWjhNQ@xA7Xcm3plmV3{Q!GJkDd?1` zYQ+ghn>A0S|E`2}=Ps(lhxCdv`|Mo%?$rm+cj8(1T$$s1%qf*BaNp(QZ|=HSp7yH? zp9?{A!6N^rMer_x*a213&a`si)UGFe373R@|#>aWx9c*Pqb|I)85H-bzD z^VACQK+{(C^t2bj85=+&#oNG*^mc)HyF{Gj->qBCBq^vH5nuY^g|on`r53+94pnjX zLCe>xuZzAgYlo-25S9QBRc?L(DZ8ShoL6KD`z`K2VA7}ir%bjf05p0jFby;;3SP&y zEoLovWK_N2iy+%qp#|<7j(c06%Srae=RDPZ62vB{$dgli0bJ=^<$~E*`g*U!#1-H6 z-}6&!V-0fI!*EuSMZS({%dz+R5%vZ$Vb>4$1cUn%QcF61e6amj`FEe)m%BH5oK4IA z-R!?_zCLT!ovXE1`)jZEt^J?3?f#xuTNmFkaSs0)Dz$1~`=g`Q*`Hp|YuPA$ytqEU zct)(~?Cn}+%bFj&_U(JB{IYr3X5WqJDzUk@4l|X-=UqQ|);1^S_SAb*S1f#+`NmN4 z^)u7-!ko_+4)q7#ms|fkX8wKMbNW%f>k^ONy8AfP>$#!)IsY#;b$`_Ve>ubKHu+qA zPt}^^Q_j7=n17vdo#M;2iYHB2mh3*cQBkG#LdiBwvz8^RZ-4r!&UpD3&qW?lzZb?V zF}#2Ge_5y8S$3r7uYbMR;&adAYi93W_{m(jzIxBQTa(|lZ(FA|%Sxrr ztzQ$GRggK4`NuaIfBSj*FWdC4=YQ|sJ!wn6>PGogh4az>B;EAaMOs}hS@<&R@{|v4 z($;Tw9m-EF6TTq$FY$#g%vm+G!f{C2o+%l_9M->*$PSHdE*R(&;u;#bsWl@#=qAIhS8jhP;{#lnD zq{HEvzUyi0veojY=RR!R{jMNX%WT_QulHP&G9AyH_;2D|KhJj8GW+$6zwY^;`|+(} z)vI4NrC(mwxW@lJT3FtH{rN$^ol?Qqdn?bFiX3_P{N@(PW5q7%UuSI>)rocdwY}-f zxA{_Bmo6K7)YnVMf7xnW`_}35)n&20_Iqx{vKPDFxUo%pueOIj_oe!<3I8@XeVH%1 z`}VOaLQ;oUkIzmblw&T|F*U!{=mwAI+@YW>G~IehU+R$3vER+n}4O=9n^ z5MDPkrCe6$^RZ*wVqeBOt_XNL>pa(`ny?AaHaD5<*E%uV|80-|*XOTJK8p}|6%5xF z{b%LPce_5nf9-i3qR)4$vc9-VZP6T6*nx_o4Sx!}`Pn$~Si!S-SM&T~VxmA~(!CZFA?aHP!c zMRxkHTc8-(&GtO;R;;;X-TLI@+v~opQ@FCYY<}gHcgFpWMu$ySVJw;$L4M ztIbY!T;ZO&e(uX`P?)~8+H?HCJ1gD_PAA(ecQE=s)BUa8=M{I;<*q(Xa=d4gmEN;t z{%fO~GTctKTHfiilN?vLZ(S_M#G6z$w{VpdC>qOI7s_q@eFkRdtHO;6`Epy0<*src z2M1_iq}6Q^ZYSGSvZWyco3m#e|F8t&%#bBz^ERxQYOov6zG&MP@CtLo2O zPAUE|ZT3nJh(mwfy1I8;-p6lw&L*7i4U=}?U-xC1;>=lB{>=0|JAWpK`nu!B1oO$W zdOg2-6>YMd;}r30!ONUri`ES#TQl!JIODwg^*!?!utQfjjWni8IZ&LZ)z7MKxy}7$D?XC-$IP0#;1(vA=MVniNEVg&aORu$l zQ_lX&w;9Y!Grudl51)KivDNeWw6sU2>9h1qVsme?oX(O+_^^G4 z-OB^pwfAOogf1$3P`@f>dEJV0-N%<%o{#$XQ0D%;^}lQ64(`j^eVzNS_}jaWpPN4Z znY%}7*FL-d^7hW38ZKVBntiX(-el#ezZQ3V{mKA45u-xoQ@JahG}^*np4 z_hbcGKT({2|K{#@HZLmpHrCkByDpQ?e!Qe^V&(tzLe|R3i*CMf)#q0SWgU^!mpQ>Y z98(vmy=}gq`gWahR57@KmvUN~A!nC;;zOi!8^5&CpH+(aVJ6c1XB_NG%W^d?oX-F2 z7Bu2M|7MFToE5u$M->A&@9-`RGqKjLlAHMN>p}Znx5d}DMeKPMxBYO>bJwEMI;Dr{ zJ&Rv|+_UXu@~d;+6TjWz6=7kUylQjR+se`@_s#RUFYS-KcrPOG|JA%rmN6^8UFq6% z{hUc`#;#jmYR*5{^XB%U^Acts-g@Q#x)`i}D_s8T;fJkt6}ztR%k*67H&?$Ut$wRn z`0YyJx1Bp{E`W5tm=^y1me~y3jE=M~+8^z~X(O9s>Z01ek-AH+vb@|EzUu8Cl zzv8RZWq*_{Eq9;!%G3J83yt#D#doIm6)l&2YJT)a`tNi`_nBI5)9iA(z%(eC?M-Hr z(7wQ&^WgT>d$OskB;Foaym$_`yXEx0qHBGhW~;sFRr}(-#oz4sVjt5)e^W(pE#~W6 zFr`eIvx>c}?K7FJ87gMT7F5r< zFLNV7W=8zv+)b8p=~jjlmTva_Xc5ew<}Rz_kx@RkFi8QNKiFqk8CZXM;ZU5w&cI)y zEce2k+f0J{S^dm8IehZxb!u;j@SAK+(232x#kP9ujo9nTF|8Xxt-JCCD_J)y_w$*s zmoa>BQ2*$#zjDJt3Dx_5PClzxu#!FbrO);~7fMPO`~7%Qu>1A7^DFDXjl%K;E7_%Q zU21%GfR91$MVQTne6<_{wKM;NEN;s9-@Vepd!=O~xDhI1bL1eyVFvsBji5Tde9lTv z>0Or!!P=ht*__MQ%Q4V9^M8)tfVVBoc04oN z?RW15q?KrWA*7SHZkD7>2HzWo2aR%DnQixZZoKGsi%HWgNYhNH^y`9`K9^gUt(FdL zX1~R-cDjTAFOW+u&*}Vq%_b-FoM{6y!||KU+mHV|+tqul>*w*EerCrX`>d7lPM`g# za9P-yCA9|0C*JM)&i&RF+%C1g5YpYNsvE`tipTD#oSMr?i$#4F9CcfD6jIIGTnOpD z8F+Xy`@TEttYhNmgDS+?JDZiSCY3#@-*w$Nc-JnupwLp;dw-vOQ2V;R^unxt`JaF8 zH>kYuaOdh{c60T!+BeF+V$^!b8!dI7`?BHHujhBXka(*+ad@(toCN`kEcD3*a^v znrsH?wuC%9pTZ{b(b`%XRL=ZeAassz&z*iq!|?ELo3-+{lFzyC-X&kLcVgAvi8r<* z%Earx*8hypyMEGs{x?V?rhLT>=~ng0(2*g#41YEG-v81E|M!;Y$#~0~%+2kpUGVSx zlG+k2!`<%+XXb$Gs9z3$?`zojKsU^NeR!6&?-=VZ`AzDxA3H7&e(d&&>1MV#xUI!m zcg)abav_(>?Z2QBaqg`H7gz2o%h-LL*DQ3h^oF(f8=l9MzWiFV&V*0&&f87Z|F&`* ztYnj=5*r^6PlvpEZj2RHsQ9)m@wLQJnYX>i@#i*Z=?bFaPb)rDtoMGk$GY z`G3a3^^lg&vb;Z@M}*c-y%FR3;@x)bUhSmdctP_oL9Pt?AxA#9c2&fz_4pemn9Tn- z>ha{W8StN&|SaZdcD^=l(JI# z*Zk{?U5h6decdJVN~(Ub>4RA7D=+`-zhidx#of#AKF(i$bz5lGYnzbf|K1h_2J73` z_op+zp6?!i-&AFDn^uF!tl%7u$xA^^t)7DO^H|yTyPTZN2Tq^{k+0bP zEtmTJ*-EqbYK7eXZQsSK?$4{=JM)iK`s9;yz~fCnc2~~+ zmE&O^7JGZo{jm33m-dM+F=hR@?aH$XuEcFqmO&cG%Xac|B|X>qC4FZesH(qb+VV2U z{F8m?*I7+hpZ@#vCS&!oZ>N{m{1$)m&3#H)?W)_mK5`#>x8d)*KYI1^l#W-u*!{U` zO>3V;t#w)GySAz~ufJ{WI1=l=YkS{}cK6>;Z>!CI?AekT2yZv(HHww)W_tih|L!xy zN|nQ{F4bO}`0j9D$^KU!b+0?7_Qg%TC39XmXVntljmkb#FO_V4`E%Y!o22Dlhm_U9 zWyx!f;H7y_yxc#f%bt`kQ~AG2`ERs))n&o_u-v}qf@xv7UE<0)(^SD-IJuhK#)I)p zHsBWPYL3sV@*a4({yML9sXk)jzi?5>ds<1?e|}E8`Yb}Q?6{F{`s^gv8Ih%n*F8L5 zyZ!a&+p;AsGp}mzea&IK8f0VJc`Kuu8xtRf%Szt2GMd#_u|2E!4M*{6v!j&@7Y~fuB^RwwOzDOUnBHL{{9fbmSA z635|twz1!xjsNLfsSPu{uKeZj!_smm{q?ta4*$OF7Hfa+NmlNYRnvue=FrazO}ZQcP{uw_QPj}`{M%cp9y*QdWnzBuY>n?G2hy{?AFw! z{IkxP9eo$@Hp@MB;q>jh+or}s3Wd`4s_WrVGb~gfdkJbYw%SRYeifcDH>a<5!L+Su z#X*_7K&?&VLrcoIc?{N10Ou8}fRn$xx=S^Tz{>zjCp??^FX8=t@r8ULE3SpC*aWMC zTUFz9E*z}#{gMkBMPh#y{Q8qgFmxM7v&q>n?A5E8cU+$3YrIwSTH~%@NJv=6=-qy6 zb@10paBlh9xa;yRo3kMa;N5b+E@aml%)4SAox92MTVvIwSye&PK&|On1-9ngET8Re zfI3a9nZGVsza^qwX)|c6e0aO#>gKK84_vZexn!H&p0do?SA5pGypW3UCRVE*4?Fj* zee3o9mBZ8*+Pc>ko_GVAA-tM+V1rBR|XQm2+~)a&yJWXAcIOgp@*CmbXmI4X)mJyX*62K1d1hW#Phg zpQldy6_5t;)Q7qYcbVrrTo7CdYHvR@ZUm2wsMTz0Vs-oDbP_albk}hCyGwk3{O9hv zv;4}^v=cvOzc+vIHTzurs-W5D%by;2}HHzg`x&QAul&bUg_G@#98U*njcbvt9(nYuuYf!$33l{YQoXWV{RnjdRC z&s}9}U1LIjc&Hu!H;XN~UT=R0O$rd)Z@W(fnW%;aU zUv@wANp4m~a!x#R-=>9qla}(&ex%uAx+C^0&3>2Qw#~b)%btq z`NwybR7sqhcje~)1s~sj)Ox<_UGddD^Bk;9Hr#4^9xQeK|I63c56{~5L_F0d!Q{Ed zuT|2QUz>if+g&+Z>Xt<2&4w*GE4JixM1lHbU$%mVl*)A1)IBfb-M;{mkFq(oPAhxz zwC%@IO>f>z`)rTjtK0VY^5pg$|MGmx$!9kNw(+TfiX`V1$4y?oe);x-z~<}-wRe!x z(|N^-Ez0`lNA$BIvpl{>I`4`%eUclMk$h#@{`#a%mS!z?9sMugTy{fXm6`9X#ErfB z+p{agEOj;+%mCpOq+Xl*gnx?;WLh(A%2u!!IjG*8U;>@$-gJuTUMs_*!pkCtCPcz=?b}3CS3f8~9&RSpa)xNdALcUi-Z+Tw)sx8gq?~P@j_y5df-2MD@S;qPQ zw*L1ummbsSD66npx~uB0>g?NE*UPm%<}uf5cN8w>ypypgZwjPzY6>vVy7bway(WL_ z?zZD=AkFA(j;V`J{yt&&wX(+d@*ArPfvek(2itXD?0Nn)p>*GY@0sj-&iT#`uK%XL zeQ*7&n~cpXja%V-)$xkf5TbcP6 zl93fc`qb<5MW_eTQyuzDKTlg^Y^HkQF?5(@~ z{>4MniQ@`s=y<0<{q>rK3NOQ1FD|Q6OZNSnZ$0_!UuCwOuDc7bK_lSvYP%Zujl2Ce zd=i$uUADCR?!s#(oW-`#r6uxPcFsF#afzkRL@@m4eBY0U+s=JW0rhB>`Sxy~DWUND z`~^t&yL3Spk~Z0UYtoIb88?3Qxl*<1i{s^+%PP*S{JLfFy5{1BSo16O_o1D(3oF0+ zoHL%6{$rWv;S1ZJf0eeGC;DOIxym=IuYAjmeSFB5Z~d`tzK4I_yb=~_AM&s7-QmyA zzfaou`gonk%G%oKo!KXDul;axh3|juXDP)w9HFy2{XRmRxAK^LJg>o`8!6!Itq_uP zt8qGHc>QqGm;G8NZufpTxx&wWampr3v6fZmTtd|$-F(r11xXEza(rIw`@kd4FSju3 zi>Lfpqj0#LRkAL0!uH({CKt}H`}HQJc+a{8(B}%@>=M zw37MixO?tiQ@bs!^0$Qaf6n*a$bY4M6KD`VcUJSvhO+Cj=R{MJZ?7}4;rhS$<^B0v zZm>Tr`vzJR`qi;`&f3B`b^8vb6x-Mb96uQc8&XoOcRxA(cIl_nW;Wm;dCgopXYB(E zSjxJmR=v$FeR@K%Nu`mD9`Qlq~=8{j})K}d|{QNk;bbadfUsoRdX*&Eky+7{1RQk+U zpQSU4Z%;6PeN*c7%j-{O=JfF{ytaAiwaMVRa~ap(9gJ-MXKaAv71o8jQ*`{7C_TI*`Y;OIxFOAKTt2bJh&6FV3s$JDpOT!*O+<&fJ&NK+_3ldDksTDZl%R|Fb%{4B%aOYqP9<_K6>n&IwBc z?g`jStW})5%+`9b?cbz(lg~c<+zu`xTR&|mDP7za?Y{rcy3PN?AtQf}O(TANSJ$o0 z*MyvbQ+r`cdis`h_FJ2k>ps}e0;l`m4qKOdes1W#c02a)KXK*!e*4Ug{D+>LgXEa#6Pu0o zHZn8c5)_7HwFXF5tCGuo(|oh^`Sh+z@SxUp_ACeMM8)%vn)f>UTeffKe)#=oev(rB zhWYDUc=R1S)mwJG@mvyk1hr}s*LlAk^?M;3#lJp0n^<-%@t1!5VvalFuH=?@P}qa&||JzxD` z->JKoOT+ihJ9X)Bcqz|G&I%S0L|mb)W0cPW@l>`|Zci!pmOP z*-bq5?yHIP4#%q>OXr^V>irtf?>qHRlmL6qKJU{1ReHW(KQ~wJT6^NQ?Yo;Ej{o

    I0kGJkP(s{QQea?$6r~*F!zx`IFxro3i_uy~ZB~JO1^j=j_W2w(on-f38Hd za`$OlY5y1HhBsx-D_zM;OVR*MO71HwUBA|S&a>=}Wk)mT=6t_B^T`sFNg z_s>~RvU}4JpBVDy#BHesHzoZ4ds^O^!ANN*e{qQBf*C^d>7yX#s(CjjA52h5a;Rszi(~mb5+=f|s%vy-o z;8*=iNV&|raM=~UJ$D4`O}AW_@b7Tjm;Ko%W{00WwmR*@s+s3_&t6%*3298|Ap2SC ziwC53L+U6iC-wGQ3#VH@Qg0WtYD$_~p7JBs{oa`@v$U(yZ6}{qh%HQ;3K}WbaXP!o zv-nHzu~}CIwVlppElZoawEpgi^U3#?&RI2`dF}6u_QDTtKTe+>H2Zw=-DMkJvhUEm z_wZ`v&mX&XFU_*}V=AUAeD%Rq_94Vbzbr{(fSbeDFS=@vH>_xkqSnec0K+ZB1UCI3R5@7>ADzmvtEw{>~m z*5#L7;B}Dky?SCpyoHH+|x}_M6+ipHo zXE(}*tlU(xO>znr3ev3*q z`ki{M>_&v~Gs8;jii$P1{QoWZ&ffi4e|hQNi%b6rXKk{St6$|^y~qYqj%>~By7t%j zNM+Yi^{kt@4$LpK7TJm}+Z#U1oL6EgTTc}8F@Gt8JufdDd=XH;{eMbv1_OAcm@A!O z+Pb{cl?UWQc`o)iv+g=AaG{~`p0Is@qE$tzr1^nFbKVcqyE7XOd+}CWp4)tJ?!WxZ zO_nuhC04vkfzAy@+x>5RsB}qSWn1Pqe|HDw7de+2xy~QdJ~^B1N)U6_TE?&LycL&c zHea0S%*(sLs(69b<*Lw|w6>8&0h|`S0Yj2)-;W$hs)6%lfm;l&>{KoobBontZ62t-0WEHMAAf zRCf4x!ki`g4^oQXFvT)YSqdI4GWokHbCshzUkC`z64|YA=MD7urdN{cFulb{wB-1 zeigS5uvy`|(`L75-4gJPejFvycEIgI^R_#(xdr!{H@r-uWmw0@^wNh0%Y#+oLMD%{PXQ|uhmz|?fYC)y~p$F&;L_{>g)d2 zu6@NBT41cTdRNuj9hPD1qbL5Y`F8m6PZ{suQ9gTq|D5>f-RxsO(q!C|W&WCPI{B<1 z4m^Tz^8k1`RB-ElO9_P?1qq-Y;xc*AG*{f4<1e-&d zrP!izhRAQnT9wiPO0stxZ{|@HL%vWqs%b^H|GU z%YQVilUWHu(1f`)^IV1Zs=KA_t50kOO?8F~XlWmRwz;VyGg8CjbEM;}cu|+=3&kbI zG7GK0Oe+UXTFcvolz_T!%;ghnBNINn7Jw|oSk1R}&f*R8ppE6#&CAT(7n}XfHJyBR zBj1;I-zKi|1&>4CV!3sDpYH$WbKoK7-BuSYXDm)Ihem>|$!<%j-7lY4`6L9^Wk9GWqP^*;y)Ms_wZwvpd zQ3UP5_@%J&r2Lz;{BgdwWbE}ler?eF*0|Dh);hD?=pT0vzm<}k_X}p5FUYnjcb9;+ zrqoWj^MwD~HTL&vxqZ*spQ&Y9-4^+M;LZ}?=Jm7luHRhG^cAYh#}BOQDOA@Jur7V| z+`ig`qDi3Tsr){Ex3=`JQ$M>dQLzOaBIUISWuHJ!%uxsJ)p^~VqF%pYyIqBKX7L;5 z&6CZ(#+!r6psks!66IQ1-G1!yWCx9`$j+Gi$FsXsjP>D zmq39JUhbsz^SNbxhZ!)Lq2>%UoNyvE)YwBXQJ9^3`~x)7QqAO2k+&Hl3f*36tf_PJ-*Zqb~>d;>aT zE0=JnTXmM%!N`WUb-OR^UhJp3ME2MGw47ge`g6_ul4Gl1|9|^&$}hF2+s=oEm(Klv zHsgCmEN|`f^ZiFnN=iR*pOcZxk3Su1`t?Uutuk{Cc>aOGRpi6y!{9ny7EPZ>!?Cfj7q`Gx$kDoVoy}Q*nx_|x6opro_?mo7E zebzkGy6kzTuv|i6#U88ky6fF9Y(4uru;l04dpy?#&L&(tmT)b>AUn$d()icmH=UvO z_VogrwYvN@%Ahf(FY9csBwTAcr~@59cyW(!*TpISer0d6lq*@K30joMZ*_Hw+S}C+ zf)8b#lCoD@v24xCWhpP?%|F?%e0Q$@^RurWw`=~%$0hCvRXzUMc&+@ek6$GYi(Q-Z zxx#c#xXM+7IpGp3-y7TPx%4?VwEX4QId}f;d2rIV_PW5?%xlLof7L%Z`7A=N%-a&S zy6NTX%83DTo3kTKze9$pD_2}u!@3e0g1;7cp1tMa`#;?Brp#}LrE1l%HBr<52w&WH zXWiuZcTd6E{);dDzghE}W5F!wQ6v1bF0bjmyyjr$wIfmg(u4mLEcAnn7^zh_-J32g zapq(VbTIvuN%p}^XnAUv;kVh$Z!_ES$l&FX!k>RYS8n*uW~~3b;qW@6HU24_`;Q!$ zdQY?|>TJ{osAby(&i=pa`0v;I_wKS+Qk}1=LfTvIbC<66t&Z7x?X6VUV@RvL_=5B* zy|*X+hdiHtW_tQ*`~GjQ_W1q&R+AUEdg9X<^IG#T-?zITnBU*FzB4h@>-qG1*H>xp z6YsO%fAm`D)o=FqJy&m!-xce+rE*4Z;evmX;*-yAw7t>@Zql|}1?+zM*<1bEaf=I# zYmQ$QD!7!9bxU5$Q94mAZRSl-36kydx$H*o-Y>FqbNbrn+Vaoc2U`1>vFp|r?mD^c zyZv-)f;NC^&+-c^_ia)BU;OXwbHn{}zE}JU{TZLO&-P!Hj?>iD@BZ{Jll*h(^6uli z=gj&%JJa^t-y7-o-yVK!ulD**O>}v3ecjZ(l`{@q*t7H8u^oQ)g{7M;|0LWCxPB7e zclwi%SAO@`=C|Mu{_eJb>!A4)k6&vPUv6$=Sr?qy@yts4vDM$jE^4!rE6>Q@4Ul_f zbrUq4mUp`LThss3LMyZXoVW9Lcc?v)G~@qf&1>!(=0c-g@K(*)V;uqiXFp9T{&QfV z(v+o}eK!h*wA|8t&ZYiCTIuT4c$P0OIWkxxg+AAt9d+X{HiK5$%Aam0nsZ&&x3s+} z!*4xz+RY1@Gr_gC$-~9x?%w`%p0fhHz@hxi%7a^&{|A46e%#}-$x7*8JWqeK)p+b& zz4~*q`giBo@{6`s|EYN$I`#LjuRk7tKFn2T@VVl;`P-kN>)x;0C;4ga-@ISj>m-)G ztUokAr%ztwjb72OTab}wGv0H%4ISJLp9K#++poB|g<1dm;{R*p|EB+aQGd1n;aYjO zLbC-H(pI^f7j}W_U+DS`scCBeHywFxnRP+nm4!4Iy}j`N%GcME*1z9%ee0tCy)SQH zPS=fF9a36*^{cMV-YwO8tk&nQUS(Mw^gWl^`=z|aj8(SlqtEAt$DT4@9nE|8N0`84 zo4-|CCZ9dnXnv*A?8tP`k`3SR*<~B5j!nN^`a0bSI`qsQIuEo$7rfMcgM6KVm;EHO z=f;wSw;C*bL*_uHC<0`stuw3jo&Ndi#@%v4F>}DFEO@TV(M+LdHL$F=N515-weXK~ zF16`OVMyyIRU?)id299aej8*IU$!L6`t6DTORj5Oj5QAV8&Ep;f5Pu?6<5PT?_PEO zS{0Hq|8H_<*?Dtc>pAk%Ew}q#?YDS-IlsLE4dmuiW0AI4zoKx5ndhr0cBvp)R`%Z6)(x z?YHtXJN_*oA2A>hv*A{3dEKUikVO40Ab(bi^mS<3lE1aRIj?5<^iz}1ehh9s_txh~ zBxFgd3G3>aHyRJx98j12S+=yCeeNy4X?2%NmcJ~VzN`7SS-Y`h=}Y~i>a!omn^d3T z_k}DSuBvbb2*y2=+ULVKkpI~p>kzE8fYFK91R2>4=kOm`r`dtE?FM?5ED?^zyO(^!xGrrH|)teLUaZ>R*1J zk)->}{RO^e#~=GIkA=?iFI&mCPkkTr;{R)3XBON1xe}=MO5^Q;|6g+NU)g!uw>s{2 z=)Y5sZa@B-eRu7;dfUHyPx-dj7W7NLzqQWKIoLGR>U+baOP}9b&a1PDzr-86?)L4| z2hF`__ALF9-R5U@ylq4K?+cLS1j{UctFNk$T+qh-bvg3_rH~*sEzQdd<|he7={*G)Q=E$^013!|Wo?am7*Xm4a~Tgv={^`#)VN zxN+m|!~aiKK6L(V#=O~7=_2>`lg|o%fT~IG$~@nXM}DL>?)qlG&qnq^f4#SBlDBJ8 zG-vyp+sOqd{>3x?xpv4*R_=3d(eeLpwd=FzESg_za#N9+By=+qZEql+Kf2@VEeEnZ{%D0uh*rm6> zu40Gok=c$py^dd$=jZgbF4(LM>AGfJo>CCY$lUWmfp>PY;tGeHl@2-55A}cCPF||* zy8r5>sf(T;)js+yH!L;#O#*k>234`Q_OtAAy3Q^ro3M1X?`*;KB6n{e3TBn+I&TB3|BWF38$z?cL+d)}(Cd#nAIiQc2n>cS zsQeQmyy?sAW!Ap^yRXRJHut?D<@@6QM77zEH!d}niC)DCnW8rS#VHd1E;sdu=}hn{ zz+`V-MeqHYyDop(;eB^wZE(Zdzy@871JnGHb5=5?z;|0{#q2)#Zr4Zd3`l9RQ+W2$ z`pjRxm**}!9{Y;#-R%3>z4t#)OWtHD7xU^nd%RlYJ$IJ8PXP*K2U7q^GWW7P0G=NvK9XufZdu1>oM---kiQ2u(Tn zw?t=enZ5tjoE*O5|4~Wn<;;#IdvBHY4xg=7QTA=Rbi`BZ-%FJ5ulw?je|nWUESKJD zzP;CT>p2h8diDD$#Xk(9VjP@d^eNA;TF>mI|`2WFJI=>AO) zw%Ji4CRYvKyCiF~=KJZlyS`@EKo&OqJpFcsQSwW3-||^<_7H(j(=0Ve#hnr}!!Jz!Ud>9|rwC3J;Q;`+q{y<=683TeW!eZL3%7BOu#= za%TzuyOdgf_YoIlX!!5LphkqIg8Oem(%*!zm#tb1LS2yJBQJz={?6ovZR;Q02(rF< zk(Dd**YsugP3~q^-C6qX#=e^?&)I#IcoX9OR>WH#6ohX@yu)WNlTtU7O!zY26ufNu z{lC1GbCcjc+Lm9o%D8M5v-Qz2;XX&7aP9vA-$P zuRGW57}gXjr2OF!}7hfEKBZ})yG0#CjNYbOWKof!OY*;G)NublI0#hj#< zprsNkk3}=RxqT>f>kZIyq~C{^=5;NF2F14<&&%?XU{t2=KHghQyrAOxF4lj&FluxbDAmNdz*MajQ`d| zQ0|(&|F+Lrg!?wu8VBFhkg;D_y2(;5I&0ad|L1SsREs>Pd9$r+&&mcZ=U8}QF@wg;q*s1domZ9mg`J#YAaW=7^%C)a&(~Y+ z&exoo^vd<>>{aJ|S~tEu5h9Yp#UB*Ablvf3auR25jT*@TyDo!zo zp1Ix^k@U1LTeQX?C_^jA@Az#<{ToeiBUum_xe3nR?(AQq?iy=!OlHIG!L+8)r zO1`~trN#x3YYWx{T~GGDD3ZPV;x_A0{*`S@PU}CJ|7}P48PD}^&&QXRJq|KEdIhSf z`S!+@8aG7TerT22?wI21dTQB>UBO=`Wcg10y2fYXZBP9_=sJ=iI>Ol2fvkDGOlj?G zNVqM2&w6M<++@G1hxPwfZT>xNk>;|vki9E^oe7b+&FAZSuwao>@We$cJs2)^Z@Zgu zd+w_CkY?#UY@PON`$Q~WZvFdn^|`#5Q_E&l1%6%j$~gGxgJpfbst1>Ch^wBuOX`lx zO@xOQ1gHL79vh^;^UbY)e?ryE^@8nJLUkn;SX)e0IT~1?CFt=bdR10f+AFu}dn>Cv zOx^yPdi;C2LVVWd?BAcm=ib@bc?sdbJAHntj>{)43hunL(naD@_bTbo@>OyLp>-F_ z*WH-mvtB99{xu{Ztl&YHeEZ@`l@}uS7*}8UdLzi{C_E*+z9jW?`CPrwwCmqM$)`|r zE1d(QSoq=aNpNEDQ}tR7P7JF) z&+gDaA&#p+a@^ry&j*?|G6hq2&6}z@F9{ajeAjYL*~@-mS1bctWIg>8 za&Y^r9$fxm#p=*kzs@aP8r(U}&#-j)E5)nZ{`W}5eB3M++H_D4n(}O50j_o2th_>t z+oo0h`I?~cA*K%0uODwRqnaVov(B1iAD_Ae%H40QX=)FG8VwekwDapSV9VFb6 zy5B8Jyo;v`AEvL&>5BaU3h;eP3*Z5MY+G}1$PGd)ZRCme1IAaULiQ^#-P&`s5$I`s0*>2-966{;5d5DY3Shs?7Zn9Ng{cMx~Qi z$;EapZ<*y*zV656qYuCFFE4pY1;owYPD9MXFIgeeLB-BA4XAFLD!SVzG4$YNF?JbpV!N0{F=0??p2V( z(JRiY&b{7R`{_`O&aa)bU%m)(I(o%_6|8Ky+ZT|!iz{#HuDW+YPDgL$K?02L#wLR! z7CTB$_CAHRE z3RYayof2sHb@D1`CUV=J9O7!QYLP_f!XA*OR~MJ|bggU;xtqW)o#>Gn__grR0`}=f ztDGd^zTwF`zM?B3#MKZi7$0=C*;`T+R0OYoxoMAq^q1S~3SL}XIt4Y*mTENxJ&f8J z`l_l#b7|5mwNTq#Q-U~6D_7qudpf_2^}61?OAFnn7p-!#gxk}TcYI|RgOzI`STH{5 z>UX`TAwITCUd_=vHbMN^oVY4onW_@al}WGEL!mWFPoDd#E`?CniL0DELl-XTS}Fau z5|j}vG`y$R-_rZF;2T(cRX`9d_i!z~J#m$ihv+_$bwT0QAH}>@&DiA`+OMY?>g1bP z@V@JG98cR@&-xpnGiIQqNVN?R;RT}Z4HeBT(9~pVhc7ifp>H@D-RV9)upk>vIUwI{aC1P1ZgRXzqV-5|vDs0Rg3MzK?I7t>H z=6$)5y5QA%tKH=w4N#X|V=i%&a=jG z`h^;KJ9oVj;KqoZsm<9|0jXk!JGeq5!va-9Q_gI8>vkJdTube_#VYi#WXmdvAge1c zq|noxma@atzy+s3scL%2)wQRufCJ%Cw)~|DykZ&iFEmTVaINBD4fTPQiaTUi7%_!N zvaaHJXt{sss{B~4RT1E(%;Kv(k^f#wn65~&e*D5^KLymJ5bmV1s@wf)qW$oTh4bs=qP+`;v5ZVjZaHY0`3bL@IjN zSM@N2x;1J!2VBWt`Rcfy_KHQ27D-*f`%|@-PbZ`;gM<%KiOm-x$++r+!ZN6L)-32+ z1!`zot+szF<+-Uqx-nSl%Yz`lRE_0G4IhiCf^$x3_@zcTiiU#AQcG}I8p`vXQG6Ny z3A?4v{h(s+?-E#3`{G-W7B2G_QA^jkPcPDPwiFEp)pMoYQP(wjJ!?1FEp_DAdm7SK zgj6+bdmIv0pmirIf9fu&m}UExtYVwK6706+=jxidH+$Cq**qmU^3+O{qNh+x+d_2R z;Yf%*pil+d`Rt3mEvGJ>gIY5z-_#Twd32?YV&MLjzb37civ`8E$5pYdhqsxiEH1mzCU*rC zXqu>jCOU_!e|^l-b?noNw7g%hgfz%Ps~u_%v_>{-OZmTW>ctE;(K%eF&xNhj=E?+_ z25ta5oVR@>wdqhGaxmLjwT!nQ&D(i|(Tp^KBfvK6UqQU03KKor| zt}46vYIpb=UL8*JE{mnk{Q9b)K8P54_|{{p=n^jTmdK^++NV#_x>mLrToF5l#?~BY z{n?V8?gvVxfm4^RfY%Lf+nqzh7HIvMu*oadzVhZR`&*DE@P*Hd{C`gFn->1^;n|W3 z&DBVi9Z&x8RcjJLEsn1Zx^AwY8oCBrSTzU#PCd}tx@OzTNqn}uM8YDuR>S=B^u;c| zFiXbOA2@D>zIyenbjymamEb0QP-&M^eS_kW1@B^C9=KR45{A-5Xb$x|ptU?Qs-d-~$o*RnVHv`k2YHUWbs3-sUnmGw!9(my_U*DW*q`fRJ=<0U;)UZv@ zXP6d>@jW-Ldt!5NVcT>kZTE#p9%5fRrywm<4-LJLgp~jXX zktn1XYTMo%=I5aOXVoUJSblv+Z+%$e*?jr<0`GR&-1QGMwiZo^vh-RDPYEA>^+i=W zuKkcOJ@i#ph3(R?HIS-dLHg`3*W(_ZFnegUBiQQ7hpMi%NQJ`T+lkux8$|P*H+scB z4V#yw4NlwDc1vD8UNm!a!4lQiOrHK5r!K#7DmdpTtTPSP^s(;{NWK39ST~pbOAcG~ zIZpSzy9G~x<26YesdMt7?8YhXoYvi1>w>~hGuj>vn>Q^I(ihtE;#YX(&F+iynQfPb z%?r}@UkMMpo;>%pdlrPn1#0`Bnpo!@dVkN9sEwe`{)?M@T7@mjw|jP82PcQENU_9| z57tz%t$A?PQ_jj;8Mo(dvt5$q9MCT0*}h$Fa#yg`mk&W%Pc^r~OYVnnS4cI@zJ9pmq`gcosJCu{Id}8dh@}Of*4(KzNTIj*wxPEE4AFP@!L7N} zuzA;@e#$VNG(~*c74`ODt1mBtQl5g+E36swcEVKgjN{rVPdTlA>4w_wD)Cgv-hFvn zd&t_;zmoU8xx0+D{+6b0RgETk(%X{|Hltx((DibC-7TNCT<8K9_-fs!C)htY6ckeZ z!n<8Awrh=zYZ$B+FDh|vU(@6e7N@w{VWKExK*nwQO7<@@J$`GRyx%04{n`Izz+q_( z^xV|s5LO}aQLEH;k4PkI*O~}$=)H=O<5}Mj6*qT9sgrzGh2|zMkw`;W-}6J+2`!G4 z*4v$Hg03I-)?N#0bl=}A5_xjo-pjX5x!u3{&7G)+E#o#hgzb2ILaTIY6l>QSXczCo zX8AP%9GfnA?G>5>Dj=e5R}Z zN&YF3tSB*c__pC{g&CrGIeWZf@9&)wX;`}0_I-%$g7oD=|M*{SIQl~Ao5Re|1!uGZ z(vXrlNKa@0L~wdYX_o6uP+h*vQL)d!m zzIt+gI@Dz)_6gK>gg6d1l2c-xCd#szt1FTAJS*EA?091%)0yeTBJ-&r|<&`~B1c{hy!$!VM$fG-inAHS7TuMT$s8 zk#<#UQ$fV+Le@**EV#LA3UYEdqs5gbD!RF=MfUHsRr{(nHzz^D`}x=JN)Jy2&gHB0 zYL|<{VpV9!8Lc2_KxjQWb4xC0Yxl*KQwy$qy#Aco?bI5j)Ub(0+OSTt#67T|7A1vE z+_3n5(A9GN)UY+r=dNP^@@DbB1qw1Zbv+GNd&~@7at1k?_Q-DTYKnY#`=M6p-#1Io zXkD_>2KT~diN#F%!ziA%*7dZeZXB;Z7OU2PtTNJGwr|BQ&rnFRTVU5xbKw1^!VOcG zY+D?patU1PkV+!vJB_O~4v6kc zUK4bk*(ZDLj9r1H(^ttoi2Hgvp>{!m#dM>*mMSOptQyUoT~lIU+4j^&U)h~rO&=Zv z^@hIEs!n_5y(+6F@-`^=a>RJmmL`8xe5kcKxatan`YBY~Hm+8=A-d0HO;EUb!J;>a z^w(U+KdC9aQ!K{ttLs(YRaG^bdnVZ~U*W%f zBA@WvNmsVBKD@~6^AWiP(O_LOm1WvL4Wpg)n z$;G=LpZ;mJ%TIU_(UX6C{iFxsJNyr7mD=u`60dq_f!QihFKHIr({q;|hzDQc-mu}t z!=-)+Fv*0?Z=fgAk3-S?Ut<7Rx$n-Gg((+7}E4O2xx)~hznjDz<37Ni?%tQPKj(CVm;4A__DAdTDeYz8kp}iJZ`ij=U)p%XC}P!o&HbmQ#3Qv<*mi)lXvgf_>=nyz z5UYOz(ur%BcQ;|}zLJ#ZU;a&+`DwM!&(LLm;LWdN+d+C(uK`)p1ulxNKKA}O_07%n zUh^mKHyJ*x)L*{k#mA*TkfUgy?7mY>@edWRuDRY z520c|xXx?FFI^|Uf6Je)t#?;|rwanQm)bozB$of>pvKHgt9@REF8c!aQrq^$;gJFJ z*1QN^_B0%n*ZKAD&Y8Q_c1c$7mHFRO-|Nj<^f3kMG(;!!0bhJ-9F_Q0`4pEx;s|&vt$9yi1EfrGpb{>Cp8cd`I?uP{t^k zT?U<;xUiYK>gB$IC#t$TEFOd0hZ20pwu1v=5kuI*ui?;f;&`qNDd!6dHmxs75&oKX zpjBv%6KB{$mTuUD#Sw0egh#Lg9if5J;5gVdp};Yp3eW~ zj?~wMjJn=jp1M!jh55ePSJvnk|D1eUe0si~eXu0^oiEIK7y57cl)JXe6^2bc`jq#{ z!4BgMt#jQMYu&#%srhK+YnJl~2PE$>RT@0t$uIo*?33}-!UMVX55o8?ob*awFs9Go zPMLGO^7Y*9b`I;DSH>;m(k3J>WgR)Y9GN z#rJD>ZwhrEp8r>4K7Y4n?M2--mp9HzrzSW|Ve51B5cqi%X4tGvyh4?Mrqh_OJ(-^% z+2Zm<@!$lhe@sF`AFCAw_e%HmIsYEI?p&aO|<^Qs-p7gyOUDAvC60OPK&-M2Bvr@Ja%s9;|yDREINPB z*K<#qt<6^*`OB%W4|2aT3UXv?w^#u+`TQMcFlQ%JKtUe)d^=U*{*W( zI_I576LYqI(m%-lcvI|~M{Dkd{kX_mvv)~I*6az+CU+F$%-d|`#*9H~?BA5Kfn4&pMLYBk^Gk3^y7e<7zY zS6`hDT2rW%ap7KH-p0~A&U>?@cpX`L_sMN<+3{oPjvN0OduGnFk@A$=sFLa0-X|I6 ze;g9<6Jig|on!amQLaQQ&+Q5S=iBf~o|Apb|06Y5F%Nl$8NBJz~*>Ve{I0HU5?p);D z&cnXK=bnRH3lIB>O`od{XH+QZY)fO4n#XZkA=@|^!u{U51W3$FOsOk2;%zP)$< zl=@76p4nMevwJp+%}?E)^B^Q_udiQM2rpKYHEBrq-h0*S)W(0eC8jZd zpK;B@C);G1>6#~kPYxdL6t(>XNne#V=N~icd{sNX`w`1&g$#>jrZSgL#ee8s&}q*z z>&N8TD>tI3PUdqsFi zPUo@G+cOicd|7kd<68F$P|}n-SH-J+{>i6vPnn4*nX8F7Sb-Cq%&`|2I=6+^6jd@;3K-2{J$>%= z>!%7!1$8V$c~%SSG|zabbE7~kr{V3jKiBma+VQ_?HhT1tclxK>R&y5m$*SsiTfO@j z_U-7=5c%qJ%O^}zeIRGipC#aQ%6p@?$FhB8vo#lQwB_73iRE#aj+K<oDH+lW0UXFQ#sAbEsG{ou683EfXhCl&wemVEi#^Yhw2 zHkox(>gSmxU-+VP!%M73T5laF`A2Sen!3j4-p-l^na>MmIL5_(dgWoXfhVbLal+}q z4Xz>4lh6G+7k|0eYEu^b1aH$7AA>%(CKYkzo|ZrR^}v0*)aBbYPwrk=TYAZn`Cp3I z^sE;;X4}3>U7qnWaKls$iOp+7Wv$XG6xTe}n6dR<m0Tzg z%dzC1w*Nu+?@2N7nLc^<+d|IOY1VK3@yjas(xXq0-2K%*{0_Ss@M=o-t#b9=uLtsj zXD24@os#l;^<@+GZMNLoCb2#~nWSy8rcd%*)66}MHZ#&KxTnp%ULO)`tE=->Pd>r+ zbmWGoIyZ{Ma{lrsANy~R_6J05hdOY2_qrDs3=aoxc&ahur1fAY zH$k!m5{}%d+jN%io$}Y$uX;7x$gY0U}Osvdtj zXKn9LwvK07BBwWpTdqRu-WM|-f}$~pk>&dGWLf#$I?K|eEqG&2#Td zf~t@2zaru`SR}i@zcq(B`dp*#^8=s6|77tqzK@zX**F1zK8wjE~|e0mpF zm%KSQwS3CKe)x7N+Pyx^tbhN%(~^53yhQ(?ETYsuEnb>6N5i|-Pu+CW$mB%l|^4n+17lPEPr1+Wk25zUbB{8?}H8* z)#n!3vX@O_P7b}q)#rHT!&;6Rpp2s@e`BY9bL*)?Nw04={&RV0!Cp3p+4@|gY{7$B z4k_{ard!=b>@@VBt~Ynu@Rf0Dv#}a)QNoAaBFXFCr+oE2-O{4-D)8U7x8H;A^K6O@ z`s;l6-E0XHutnBq8)cs#@TqHD^I1~ueT&f4!l*sK+(D^DaWIoCMpizfp zU!&~t1AH4^>pcG>ZXDp`Q~WIYyMOUB_n*rxjgR^CH_knBz@l_LC~bqna{{~JVZ#k? zY>o!nDI0E(d^72>1zVX6vvpsi?35qN%#4;@4V*eh*Um=o>Vah$uOFXWF5`Tr*{bLd zvzqSGee%b)6`1_G=%XxsW&7DnSr@ZrAK}V~;cuGDa&U)Al52aP)ILMzY*_QQ@7i^) z?zNJS6c#^Jxlt(e#)7jfpeei7w{iMXwH2o6$Cs|2{%Q7wZ+w~06=y&Cl(DRF*5gOF zZ}!^l`X!=s-bD|}jeY;T^b!7l+voD;1ocRRb04%V*a8nn8h~AxU)zw= z9^)SoWB7{2e9Ma!4|Q%7ioI#LdhPeEtJ-Hx?N|QXux>X~y>DIZT*jo|EYgM3_Dr>% z(Y7$B(=^WO!29g}PuFWwIFDX6*}=B-{O4WT*B2+K2O5ZFt^tL#-8^7`|s09$-fIi?mx>qa5jC` zJT`03=DEub_FYa;+rOb+)^rY=@lS@Gb_Y#)#Q3tWGCu^@vOHxnY}OjLa^ol7{>FQ8 z%X^Oqzv`82>+Fhe{}VVpY2UR+uV*msiY}fRwl00|SyRWWtb#Y{eU`-qf84pRbb95+ zdG9kfOgE9Rf3o($1;fXdylJ1Ht@y*PI}RmD9|&@MY{~m=4qLTfv+aeu<^JmZp$GrG zWcjuo#5!`n#_H!hwrbDjk1qE_WtwL^G?}sW-i|%RKN&1r9Hn&D>#cH*_1nPX)OI-G zeBuW8A6fguE>8=4lqsfTzBi=#L3jRhmzj6We2$-&-~MU)+=$mPk6*u@DIYee`M%Zt zvidJyCAUsV{rB!kwZt1$o@2UG!b)DuP~7wFD7@{Q8L&oO$4sOpRy~5v@o?sb=Oz*V zn!d+xzi5Bj{NGWY5ZV1FXUJWBwEO<{+VjnOpB((b6LWFl;=7^^PB$$8fiIJE*pMQg-X_ zgO@7X&c}*KTZ40Lv+ePNa;wVjtC=`7-&Zxc^v`bLL0*l0voCxxxN+F6Y_Lk8by6fA!yVM#h3O*Kb}3 zn=CQi>EsUGe{26A5Q=&mdq(xT#fMiLKdun_TB@_VYIo~2hM6|~v*g&TJDUsFZx@wm zHkt7lRAa3LHy*BK)=ap>ac#DH^~H)lkQ?VcPWZ`Pw>4@0(JhP4%0$U-?~~fmhSbY7NzFm6+VO??5V*%K%BrZUoCGN{S)+#uqm{(8M6%RXZ zc(cdi&y3%V;qyc8eufq$mYm-Lw(VZ>OG?ID%lo8YdH((>`R+@ox9IU3p^qo7 zx&QPnc*_`?zC7evi2fH93lAX~6HY#sum9L0gKe)>JziT5s=QiXpH@c(bW9@Z=nlCj|Ao5RAs z;&3gf2@vbV{B1iY?~na+FSN{KW4R(XR}iUm90 z9A@@&jZgV2=AUo)Uu(zAd+(X?5B7cY&qJ(^-xgN#Vuj+CZ_p0?gj%_jgNFh)bL`Et zE)bBh;NX*CVQ1K#e_2vt>-)=+4hKQ3%lEz0tN3J8*pK~H2`_l@ec6HTCT4xEG;sJ- zhRrUmeQ@=9y|nKaCia7k%?}PZ7BH;)Z8kS>`R={m=?l7k>*jxQ^=eN31g2t;D4z^-dyAog-5u_l&4>4H z*nRV1+=J@!9pNuD^CwIZ*JcbWdC~D;%Jh@cCz?ARObIWObC;jo@-+KCudI;FXSTjd z=Hq)BuRVS>OY6h_yQyq{^2_TF{M#QXD_nI(TICt9)MqxPtoq`gte+CZ9?qD4lKn)a ztoN73@adNx8pS>J$CjpC#dV>uI%fZc|tP(NsoEaG3okE$&Z%m3P%l(W&P3oV0 z_$wE;?1^}>uPOOM&Z7y_PfEY90d+!uUknmSEOe8#FIwcv&bxfi#Nc}zSND}LPw@V! z`2XV9kO$9yo?rZT^B?x)W$t?dmEvkrzy;gtT4i^rE9d>PN;z`XGW1SmQ>uW`oR4nj zDxUKH2%Yb9ZF{PQrS*LF)hdfu9rN|}`MSxw_RGP>(>0w zk_{U`#Gd@mk}v-6{t5BtiB;hxFJ?TPU|w|MG`K+0^}hfLO1oX`iiZ{RpMWH!H;QaO zXMAvKS^oCkvn3}OMD#93Uk?(=zCDRU)`+9^_NT2!w=)a;X%hH(@%rQ5lbTb1vEQ1s zywd8j@jVSm{kqGs2N&9_xgw%#&Q-BO`HIr7V%J{>D5dY2XngO4Wd4y`vEjk-$;F(x z-uDk4SII~yUaeeyZ0qEW9|Oy@t5^KY$Xl)XdUhFa^TElSUd_FQi7WrjVz}y4{V(N} zV!;#v3Fcx@iNerY{oKwMw&K>62k{4~;o}X|lIz!Pk$I zva6(=*L)1?;gkAs{?g=nM`n>5(~|B4DKG!GaB20I#0y_UEWEgS{C|teT4h+U_RV23 zu6+K9v8eU~f0A3!1Dh^MzeeTd2POt5{AAuY@vOqq+UaK*SnFn=b@+e(Oj?kCA!9})z-@;Bz(9oxia^~tpvZ-Yc9#F9gJ6BGD~mgFS+>mO|OCrW}ROm z$E@DjIQiIt&ILE_$J8bMx5}_!OZ&7?FYfKvuZ+{mUhMSC5ITOKGx@<0!-A$;cek&CBvf5*Cfn-@RRr+ zPYb=L^VMYjC%J{b-_-N+qPWTF83q|u0&`S2j@5q?m1&;Y){N)^2Dco1>=|(HDBp^> zM+z2&0&^@lrtNK)G90}a;ht>4?3Vsjq!;kJJgs=7f`FiezSKNhXGkt46%Dp+e^3Tzq)0nU3 z>`sYs{;2Uks3v;XZk?rnC)(8B_p{~no5b>X)_c%cgav2XC$>)tX%?J*4o&Rw+gg|I zoACHCsC5Mrn!}>5us*l^n%NB9;J}|(m;UkYH04?peQTrlwa2F~td*MaqG#<&&rV(6 zgP)7#pYp4v&5sIn=~FzDyiEO|=cEJ`M{v zq+#J$x%NyJyCL&#mlJEkif!N2PrLe$ThigUlJ0!vNF;9IYsQYAD;h4UEi&9IUe z6CSEq2u|Bw2u|F$4Wiw7=CGQ3rCD(JK_ax_!Hyq7x7B_wV{<;Z_N3n32XEVRGX(aS zcV}0Bih3Mc^h@J^xqZ&^c`WLlO&^u-b@9oX%wbXYgSMYn=U%e^@M_b+_ch=qxM#s5 zm56^0QYJ^Qmrwa6zcS7E)#M9Hr6fL2WmM08Wh4CY&erIkuMcdWx#nE5nQQ;myZxW) z-=5s5vr{zlNx-rY{qGtU-Xe2MxX#J28vkV7)CcJ^U+b>6`|zqu{z^=$Uz4%=!I_g2 zelowxy?bxQB;$p4oI-g|i#7L`?mH*7@mN)^*rvLxZuNf~bMLKKe}3ma+n4UbKYTwd zWG%?FR-I|GcIPQuj&qZiCOK^YHPY9!pJREN7Xupin&aL*y=AdzD4$bX@q;s#1g^xSRfD?fMw`&ahw_c(BEy zgwgkzgoW?~Xavc<)m7HtC+ohX8ES%vg>&Wm>s+g2=6iYfK1dZX-Vs^AyGh79qi`C# zh{T^`De=XVRd4=(tGh6n?N|J?GLI6?i#Mv=eXl1ymt#ujY&8574oU-04?qT<+YfB| z{Ddu@ujS}gadlZ^8K!i;M&owSpwXwLX{y`K$(hDwy;^CU@L{%u(_Dk5l{fQi^{?dn zKG=SBdhlFJuM^#;X2?HX??3J6wK*?WZ?XM;+&u|Yka~0VeE!YVckps&Fj8;gO_9OH zFVoB}^9xD&H5xBJFf;f8PssP&tD+_k-k;n4X@9-dLDt&eFRv6o(6KDICSy^|H-~do zZDHkO(8yDY_(zt0{yjgwNxHG~9zQTM`N0{(4SyK-&*9bmc&5_RyLJLk65F3ri`OQ> z>3vpPcJic2t@yC^=BE7HEc&KL&ow7;e7J38y?tr0uD1WZ^UlkjABbEOVq;JNszu@i z&phFM;&=j7#N|t?zL+5>W3f6}1>Cj+MgE3Atfg`Vb~92vS58UYa76x%+VrxDl(|W- zxOd6Rykz~SI`z%#TEW`PrAL~D4X%7u*}i4-qNEJ%mCKe^?PNa~*_05odix^h<2>vK zXErB*hJCIaoqo|qd3D?22Q|yicosZUu_zXrvyf?en#}Z1$;TEpyZx%o;NCqwY4g_H z**dbu1-9LW*Nz@-4GXweYjkwROUr_3G8WlCB5Uenx8ZXHs7N{bl7FUpRLB*Pz9w$>gRB>{&w`5hG@1Hlwm;r0iX(f^JQBNJ zHs#7}9jE3An+$nhE&Wv`_FQMj7o8m*VlgJ%dUIIe^@f;^b${80Uk(v5w_gOY^R^#s zJ^bKMVgciiSutA_pIL1<_*(SI^sEaR8{!{bub*=8JM#u}4w=`Rb#Bb*J}7F_|H*p$ z4Y32J+^073C-uyn$0qLCTqt?Ai%-`0kA?-j$79|+#VsOdb>bDn!RJ6lvi19#n1%#Qc5)tAMUsmkSs(v9X&+_(odr=*h5&^EGoHxV4>M zyv}KX=aUM{xg4346I{uWiO;4|~w$FYu2Q*ln zez0}(1Ev>S`}Xo{ZgcJVy0E#md3sjDv|CGLnZphrkkpahJ#~L>!DD9wRo$<1vp-zr z{9~r`_39o&w`B3x%S}y|x*v31lyGNO6{r#3*EDkvxbD~_J$DT=iTzWFB+>zlfB22~RdZ6)8JwE+^%aBHdoBZIAXTd|29So~#|EDxfda&JJ zO~Z*=<5dbM=-rFD@uL8*Z4wuIOxNFqMBo@TJfv1*L1F!rFP3 z9;knsc_M&|$NoXBRWt9srN%Gnr=QdKzx|Tr<{Ne?Yj`AG8xJmYZhOb$_!Lwa25|Ar zZFjsnb&JWDRS$R~O3nmu={$8j!%$i~`P_p4u~yCh%3t<;s@I=u*!?>B*vT1zA`&uI zX&J5tQ_Ux^8#-$ml+2qRc!q;(j?lGZa}y+w@GLzLBzJ`8-GkGYC7;%V%*eHB=G`~< z+z-2qJv>q%%bVMR5;Xbe`A%U9{>fmuvbo9b!>go&SC6Vkuo*flZkWPu$h>^ZUf=Wu zDxm(k&-YlXX3>N9ebb%fjU3y0nhrd;py+(QaWQn_wrscG6^R!P2X$_3K11^6!`do^$``-QcLA*|9x}%+LHyK*DyEooFl^<+qy3}y#ThEmn z4lVw3Y>VuVBF&Zm+Gnr3Zsz?eS?%PEK!FIWkhyXt3zFNM60|^xz0Y-hSMzG_thG-; zV@v@YpzwXrw@1f$@0R*$3;%ITCLA+4TsKAD=*>@)$-gI@G)fU+nZ~zOjnC?WqVws- zm7pQZowdge`j6}dPPumrP>m-bxwktMY|GamCp)I3XH;<%m1Ft%GcEh<1 zJZ%;%@xZ3C^yG`b;!9oIdmggfC}7g5KcF9f>*bcR%;iz;-K(4Qp62h&_gfe0b0wWm z&t^CKzd5(|{aC8D%~AH_?~MA}9_xQ>I3h7Ub!NMde?zazfgSv>xcKItmhfwcd<|YJ zG9g)JkI}>PmuEA3gN8yG&E_yjuedyS>FobbY#oN@r{`a7cz(M7lmF+`o|$rt(wz;x zZU@?w6P&plGhg>^zXw{O@^w0YlbaY5`(DcpTX>q4h# z;+8LYbi1wVqF$E%%;=x5h0h<830^bz`g2LK`L?SZbEKIfF7s7qORN;m%WDySrDZ{rpor#9h)!<-um?YSjw4!w;%p}&GXLKf2Vw&^$l=O#i3r7ChVbeK@{tvd1jFtLrA-JKm#m;0FWPNz)j;D-F&T zFr9hA{A9+LV+RUKHDCS}2gR!lqjX;bufnZg1zR+)rWjwnx$MV57iH-mQbs4+g<`sH zCLVmd_RrdB-?K$4Zf~->)L~^~QU?_=yX zd^Y%Hrm2&gx^P{i!5ju@KTtAc>v(rt9W;S9v*E?QS|diofA1!*R6pP*l(3j{gQCbc z^RflWZPOSpgIi9O5^2Uw@#@XoV*a23J#Z5E!)offHvi^ZN#Wb`*8b4gJH>um`^xyN zV;9U0h0X3*FjwtH|F-i&IXyGv7^FEH3Qg~K@yQy3+{9cdU?{_I`rOxBhxj*GEa&@T zdvTF6B*y=+nwFo)-R~!Si}3|(xOx1o`+T}993S5@>SWF4&3n3jrcZ&l^)rRz+h+Fk zN#2>4wDM$V;Zi$>#V0S%*l5eRZ4yIr@0%_@QR8V2x5TGIYRodn_lw)@_4x|sJ!QF3 z#FS&nxXmHv_N;3gX1uA%i02JC(Xjul!O9tXwj4OQ!}!bE-~Ml(yc5&=roA*&vH7q5 z(%hEEuab3+8U3A+Tg{N8s(7^ii>Rzsk_E#ykXJw>ASG3eW-+mGA7r1hoK}EHoR)`?3+^wsMg z-#_hfJh#pEEpv~@WLht}+2Gx%_jbKz+vamu9J)*UBz=q`4CfTB+9)2_vTr_e^vF-0%a7x=KkC1G1-1ih5~wllkY~O2#e|90t}eAlzfWCgW)p6HYB>FX)%Q{=&rG@hQJwW04bnmF{=WK|dm3#xB>U=9p9enOCZDj; zlHX1e;mjRZbyvzx-MQsg`x5`74*NGM9yz)!z+FxBj?}-fy68#gy+0lOapl#fk`oUc zi!Q2UM{^crQkiJv7r58 zaAgYiJ@=38b}6rvPwu+(?c$Z$4h#10%DOf$xntq7m5amG?iB2}a`Kw~&Zl1YR`ohh zsb6_9^p$jEj{3B7&dZMP4|^29`r~?4hVSOn<72>UkdE))^f_VUvM0+GIf?W)`G zV#328*NgsSGoIg7HYX<|+GA=+LGdH+pLDz>_6AP{kiV-uUkG5H0b^C4`k5$;h*p_IX3CtUfsG` z>7RsknmZnXb#u>7V|#zI)yMdkvT&Jxy5!%9Czbw*Za(wn@RHXb*H5ky`F=3&;6imt z(5$Jbkp-3q0e= zFatJzd|f8c-}ulYv37NqIT;rX4|8sK%yPq#vtX6rgrKwj(`PMt)c9)pr|Z|3%1pa5 zsro*j=oQ1}BRh7i|19w4`nSqo7hA3eC!5bsC@N4rBksFPj=`F<;p3vPf)`hP`j`{c z@)h`<+L#k=R!W8To?d;uJpkO)S3l4vobY{e*FEo_mG6qR?a$WA)mq+fu3Yzgzu%{L zo#3d83zgeG#~=Tx51u7U|JwP6dHp)S16Dsv=lr)iS1f}&x%)qwJ-m<{_&sdf-Z>e(Cv%dlQ-OW!R{K?2Qqa1<3Hj5n&R^^XY-0iAHNdW zU+^yI->)kta?`EeXLYPhUY7SZf9F=uZK2&!?N=UNy#BfLMql?a^ZHqHcO}Q1ub=y5 zf5&vtoGvuNXMiL8(2IjAFV-3UD1GnJ-6zS{Aj^J$?^JH?8O!6dj&BL_yYu5?&_Aj0 zi`%D8Sn6x+@jU--z1iC}r+&$s-r_pP(Emw)Uz&HWbjSMhnk#=B^g3P^PEhAGxE8Yh zfrQEdmXG^(K$m+|&i%yhsLWAdJ<)@m7aWSmIXC=awYj}x%G^oQqHkxe`=asRB>Ygv zOU4b886?i{i3f!wbAr17tbR{*tUo&~T%0NIbA3~)fB`r-pYs1WrZc(D;`9>vb4D-i z&l%bNFP-#1=>d2F#!r3FDn`S@Ki9w6vv<#{1ru*GRR2+`X-X9^foRsRn7k0q2Ou@nq&5BkX1jx*OB*4?dZ0OTfTC>8{D05_)o9W+DFCEcj{ASDeZ4!gEZ-cEqL)s_q6j?*?EKJNaMuutO z;r}m|9;x7Kuw_3mk2#_Lfa&ds=M53@4V!Mg_;smn|C3*Qb7Fn=$+9d{V*A6}bp64m zg-ax^Uaaf?^!wMpFt6&XTsxP%l=MCJo#BQzLyzkgZL5+K1q^R0St0Yd*Xtu}PgXb_ z*`a&|JeB$HwdMb>C(`fR%sBA>+d-Cp-}%+{EXcQ;QRCmRSLHy2;s#Jx_&!t9NoW{+ zZ#`(D+`p^1B7Hun3j%iIdapdswkpm4lWMHbuU>XAvs0C48*d|9{LiRuWtqagi@5r~ zoe#?CnK_TK`eegL#vM)0`_rq>HNfY+ikm|xA4?h8`&IhELpzEFl~mF^{=DfBrFmXu-I{M^|t2%H;TdX44K8eQ_6a_Mc;~&lr;*t z{QCC4{ck+ytH4|(9F({7Vf=|}7i2EHunVlL5A``tBz{JWsdYX9B`alTGx~+U@XH}-Pd62a9w1tcHYKyZy5v&n{RrX zuDCq0bLZRHFOqngeH9MG7r$QmcI%ASx=(n;rrGZL@7A!|eEapCd2>~d`S3UHZ8@;R zsu(oDa40iA2HFR+D`itu*1N}AGtpwBu&j{`Q#D_st;4Od_uD_q-oCe+GxGG(zlO)I zl%?~$U6T}JTCQDR+w(Kz)&I|5S@*upTI|ebHq#?l{`0Stu4Q(nm;Z$BZa)y`lwdQp z24oLp=BNWabCfyb+zF)zsR5Snz!3qm#vpuFe#|NRv*!O;d4GBC`l9jMB=*pRmx3Fn zb4XlYz3#;Y#lwOdo^wE!Fa%4iX__1!er7?@v0|1tmQ3Gd7*ET8=a56};Sj8+er3KoSKFUD21n{qJ43rMY;T<0tOAcy*;@XX`mCyE{z( zZhv?G>7AyfYfoP(zO?v{*|xdo_xP`S+vcq{Q;vb1v!R*oKqGU4+J4Yd<;=aGud$!_ zx=vQ$fr4b=LDxD^=ln2d!2=cxhqJl8({H$Kow6i@fL#aD4yu{zG*|A}a-}?a`W3d&>7TBPzrOUXIPR8JQg`ta+fUc8 z?7AmucWsK;{ZsQB?}tWfCudxZS4pd4kWpdalVad*kDDuG!NAAz5Z11(W;nfCn>GHh zKWIhM=lchK<}=)jQlD|5Y|qA}|81=jPsu zm+~>bP~UTO`HR=q(=u6~T%PdqXa0mg;`>uT!#9V$8<-WLWw^M#hV=CC@OT?GPJ`q7 z8z0|4@NxYg#(be$-alWz3CgK0y0UZezARmjsQjx3Sl{1@-dtFEu7G2={L}eqPb7?O z|MO1z|ET&nXsmP(heg3Z$c*pF-er=7rMcl6vc_}%vz@DFe!l+`d(GpMEEV70PWJqH z-)828|7X>M`|F#J?C0PHO&KY+AQoAbFK!NQIeKk&!GyB~f21w`@yh&Xd$1PN6FsAF zE>-gL+TY71KO2AWH%jZ7IqyH)$$IdN!wlp){oP@Xa~!*(<7by#^?ATxQNSQ$!7y$A zgX@!;xO3ljtSvA7(j2^Zf#Ztviyyq2?O9u}<^L7OX4k{sx2-NN|DSt#rMDHc(t}I; z43{R|ei(T9tL8@a1A#&bcP`erws%RY?RU7=uLjOpev7;ODoeliU6m|&!eUXxBxA|g z=TP$6H}b#wREbwl8ZCYW{ae47^VQ~MbETeN>D;sZo&67qU~LxuuQyvHzb*cgTN=8C zf8VylVKI-kEHM7YVd2HnlU@VK`v#N2D}@9%ys_DFuyFFBp!d0dnm|RV@f=3?a}A3Z zUhb(gb7Y>8#^%_3+h@t+8Ui*7}`Fhj%+YY-Iym)H7W1i=!9>dGV z4>TkTuJBkCv7LD$J{>gpc35)5o0=V!TQ)>YFJL?e8e1yhkg;Ux^SgU(V{XokbLY-A z-%UG^e`{N3?)wi`nJZ#@^6%FE-WT#%?aB(z%m8z~y7b`8`=?_+-eb4^Yb9CDCZo!H z%=UkHLB>3B&L_2vHYd_7nA1Kr)>m^jpI!X)>h|Kik`o1NGM3DJa~RzZAAT z8*8QH1<5bg^0&=WukI1CzOm3)>2mIk0Jmfio(?&y=+FS&cyYJQe_a6|cl zhM>Wske|JqM&^}X4*7XQhOEnD%kV%>S~>+czx z1TPCe(BL%io2qS9a^wROxFN69CY*4yQs%9hp3c{J*2{B+b*)k?82jchoR0r+`uPKA z-aA%)OYhySdOe||<(i&eYfMwQUP9)zwST_u-6;DcCC8ez^v5*b-EL2|P1rs4|I?!! z2JMcQ!NKYG4!nGuMWzy3F+9Im1{#Gr^1d2eFmi%2Mjii-f83IMJ?#E!Ts`dm%kr6$ zIc8oFe!#-MG?Qr#N9*6SPsP8jcWT>uZ)eSm?&I~B`8RC&6!CYdW+BTQ3no7qMs2w{7eU3oBQuAMg}PxHCH&+`b7tu;wddyiM_;TcUhL>D!(R&_J3x zUxP6F0nYA*+7kWhaIS|4D+0A9gt zZNi`}KLQqo96I#}*MDm~xy3oRmgC%mTkYPzlWX^LY5usgkK_3`UL^`9#ydzKT)`9=u zF1Gxw|9o*uHOCxPmScw|fd+9aBq7V=r}MwrlQ#X=MHQWEzYjjEoC#UXAY!q4(`}*Y zTWVyBHof?|Eg^sY#_0mZ9UJG)Gn|o@klwy@%khZ5udy1ue9msWH}9Ow{_s}b*PUn5 zXMz_ZOq5&;+RLX1E*At3D{gpW(_h9UCN}#@H)!$xkpifnGdC4#{x`Y#L)?g=H*?dM zjQ={3hi1G~ESM%Bk$(u}$RBvA6c~IjCv=)rHQowi))9G`yk~#CHtFnf%dVn*OX2CNN3+Kr9w{zHDSKUuF z4!Hi?Y_?<8pR+m3+7CoJCH#@t4DOP0&46}Ew{Koqa-ySq{dC=1akXX&e&aJnLUvU_9L2V64vsSvdNnVDlILJ-c2M zNGPVo}UAr}4tRv#ASKeb3cn{>`@kY-+*$hxyNpY#Gi8F+BEThV-iEa2~n~ zUX8!Ar-!OsKdHs6YP%&e2k9Q=3Y%7Q=97XNf*{)-*h|8ce3cDuY+ z9jh)g=s#V5Fvxh`wnw{u89$r3{oC&;w>$k7?uhtrA3JaPuYS|bS>EwoXa8Qi4Qk}- zPWmr)ww^n2!~UIr4*e@V1L{G@zj|~zp>o?66?==tD+~TbTm09Z^Iz=2+GEc{ZlziX zKT7bl{}Ib^?SKC7jC|%WgZsPwN4$NT?O5=3a*JQX!Ta+jdVevkXGmfYo?aDgUtI&9yJLQEh_Qfi!S8Pu zSq}VoyO^_lX2ti6L;v>w%y`9EFp)vxyKmINhb1RIXgxTzx&gdlVds;JlRd*2SKr;} z|L^y|Ka-a$9{!onc<)tC_3GT&PwVHFuXAQwRU&@8cO#h#Rku9U% zB!*-=@DeU{=*lMb1DigVne6P7JXk*cp|`O6fmY=QhXe~e?dPOzSn>U?Nptk?eY4Xp z)z40=Vu?{HCn(zG9#&zqjAA$d*T1_+8@$XmFIc@aUBC`0^f9{#z;$6TK zxIB_t`*-YVT;tSsioNU}-^>FuCQjSNQhIO(Blod0@s&cxL1Bi>`x!0?x29d_yV=<# znPcGV|F8bcg8Er;iDzcmrLic7ZuJ7C_y9H^$o?AV*gaQY_H4PbJ*IZk+ATauZJ?Rv zq-W|r--G^@zvTIKf2r}Q|9eZ8?Q8vRsC+u(MJ)4jGuua7NV zdhYs<&i6;+O3nnZf#$nctgU^`e2G2%wq^aV3#DJS_qVHFH#A-M#9~(Z1V(+us~v?4 z&nC}0x8VM-JNuHi^|PPTy{ydg_R+5yg+^&2%xvv_k{~NUJ3KX*+s?hVf0Hn8V(5Y9 z{9BidIwZLom)dkluDLY#3IG2jw$%;$wYX|aG_O=98=PmjlDqVR=~g}O+mqx!K7}mg zKK9-4aq1Zj4jw*P<1Jh>wn2vz;{I=C``ojFiBHnI8Qehwtx^CRch2nOHFbIBdCG;F z^|fYO=N_IeF@4SU(>tfy>nzL7NX^>u!*#8F-IV&w*}BiZIWFC@>DSBY&A&EXXZM}p zxY)qJqU1sVj}K_I#f1PKp1JCayPI0ejEEGBh|Z?t^`LA#Dp^-6Z(avHj2CGEmoOP^kDxdlQa$Xw)hKTm-H{T zS4pa-OMevpy;N$;+0RM0t zYF`~Er(Dnw(2;#rEnKpoxveST7I=$kd9(4uB}dh^3SZ`&=6E4MK)1aNShZ7e2?btP=z`s{mr+LCc znTS)(6Byq`8FR$@Xsw-Q^oaeT_wVd)n|0P*jWLTb_Gn7f?}(94J9kr}_O?WrXw1U> zZ!_n!7IKesMP5v8)qdc%}rt-2K zin?a{J0?73>F$#}Y`Ni~OvJyYvW$(Hu2rTPMYRemLbYD3=ig{GY2!ZYnbVfNP#6C7 z+B=~3->z>7r(T78asOF+d%n$bGj&}<-OKsx%bp)_TNJVwWXz0{`V+oR?u4w6xYVuw z@YSTt%cVU)%NN+pWSFIo>?$=|BiU8__2HI;(%Vb_th1Z6CZDxDb7k<7RTnS+tv~AR zySaDe${}u&)$66s5Ug z;nV{m;N`Ga-O}YNN>9F21!XJ=zDC~m1E1LU_@^ECZ#L8M|L&Ay2~R(mPo62qB+c1a zcpVfSDQ(UPhZPO7_ZI&=aL!k%#zH{s_BqiDhKCh5JQTQ5z>%{-WQMBx^lz7+JPG@k zS@cOit-$$#XHl!+W#a^8NrQPC!D}Yd!R7f8p7aBoKCd|!`k$eD^?$ox%u65g+$dnn zv0yek5cB%8M%#=c*@a8}SpWBLF20>7Yc}bH{M^>xPp2AsYV%L}_dk2t?af7E0lZ>s zC;J$A?qUco^2sk{k0}tjY&qV`b*l$LndH5YX26@SSinE zyhHRy-i($1&Cc|&+&Ir7ksXq=V#B`EPT#J?FRq z8Jcb=>E<)t*_RZRKhL>568P~t`M0?4-KU}N-<mv&%>bt&^vCDvy=;BEWO+wBx(CT$N*PwV_6C0?CwlYU^Hal(1Y z4eV?_!B>`FEdKZ1sA^u){TJ`b`sZ;ac1sAbL}f3c9Pjm*9W&hGuR z*Z=Nrfv1=C6bxRJE-sujuYTL@Ed@KT@hP+LZJ2+}>A?ZTf(Nr3BSEL#RQxz{F8Nr| zvHJ=W*H6(^GV&H%_E5y4fXk-7>31XBm+j2FFY?)?uKX`sAgNg}!%^#A==R1#etwPl zY-tbYme+mw&^h&r>-yGzN-O`qmV9s^+|#lu z?a6_}X9s>T@3%^%yLGNnD?EOQS%v$20iTQoJKu(# z+r4&8{PO70owL5~{>tZn#jOf0b?CWzZ)tDUPu?j?VH2;ooC(NzD4Db1`}*gPj_92{ z8UF6ozmo!Pd@^Z#J^L^5ie59G!_4kfRDSQ*gSGw~?MYqR>zY-bb}Zj6rx01uR{Y?A zWr4%G>c=zxEKL8je4b<8AMf)$G8PVJV@@|RCvND zPR(_nB>kG0)ekmKe(+QH&i;I-zjuGDUAVt5pXqP@ee+g9mUc;&(%WJd^xZexJ zRkSrf*!g)*?#^G4O0WHWZpdkDocB<{qCh}~;f>qgs*rN+BWC;D{$)!(*rNDSa;nZr z|G@JRrzQB-oPPGgNptO^gTJ@e&IySvy~iF|{7r1Vu5r-=gW`lGH$mCXf*l+erwjOO z%I94^WhDHB_nF0aX4Pv(;QfirIahsEe`$0p&Mb*Jz?JL2_`KdPnN5FUV?VB5E3lya z(#p##*Ib#iN8;QawGQ1s=QkEU4=Rphd-z(VLgiqh+QA=kInJ%6ydcjeTmy&U@g27u zj6J{f?6F-T1ld06*Tnp0-(K&Gw4b$3#;@xqUSQz-m+B$*`q;RtM`-QI{Uz0Z zzj80PXnJ7LoZuoOt??$wx=7$m)O(wn4<9%m3Qg3jeSBH8xcUw>)myUn9f-}pBst;! zGUEmN{nHm5Tz`4yMCRi&nUl5lFFX|0R{Y?Er2)6RO^s8;u@6TLn5Q-teyVCnNtEns zR6c${&|t%($x17m*W|6*S@JORi|aMJy)PLiFV5eVqW)^`yj^eCz1sHq)z`MdY$=9= zJKfeU2nn9>^5v(Zl$lcQm(M6j#5d=z*s$!O0=P8xIqdl1PG#)cZR(v%TCc8~t;BwC zV)KI&js+|NKA$HqzqjpUls?1hIdQK;;7@O`c8d zxUVo#^WMGNCf;Jx9?Do0@yRsqekS8p7PxxC%(n*q%HOLboig=8J@0kzm1h3xsb&<( ze)7(hEd|SM1=y>Wi+7yl(klzReogPY(-BBeSndL6E@yaL?TjycV3E&ZcKSBBqyyVg z&l&fB)-&e3KSrN^CqA2gM*@^>EQ%BU2uN#)NgC+#^8AfHUBGwdkb2oW@$wDlg(A%! zTKr--dB|uEv-`P5<$?t9D$ZTom%h|qa@2xZW=Gi4Ep{jEAH5P$eesox^<+wwr?0SR z&CYLTyn9p{V{iSqaCF8~tGSYf1#=7yM0D8ZsZ>qwy~{0V z$<`;s?B3U?oN#^hl+Wuk8Kf^S`I-8~CbLf3)^pZD(@d6wnQR9yHa$4vXuw_n@dIDt zYbi0ijm0Mg-sE+73dJ5@b%uY6#B~+FCSmo1oEEuLrz~p=iSqeWzG)p}EsvubzvQ&4 z%cnMoT}b%vw?4FUlF>`8s*MGQ{#ED3zL)LxWHYUQJ98rQ@|nz!vr3p-=gt#)eqhbl zbBEda=L?)W8h4k)fBM<0A^a0`bPihh|! z!*YJ^>)x(wrozvz8nsjHc2(}m>{EgIaJXUyZ>))z-kR^71AnL{>y+MeA1k=dtC z2KnWOtay0KSeeVunCsZ%4scD$xBVY0nU#;5&!Cdxd1#yoyvZ0dZ?!VkB`@A-NzTHdB+R{Q$y?S7M8>gIRz&g(q< z;7DS@BLfS@ySh71{qpsU+A8_v@{7fnx6g_?Z2ong7<-t*eCOgvhCgS-?sw^KWXsqP z%)|&$)n|oQT*2S}Cc2yc@K3TApUFDw$MH*hTNrk}UUqgx>T2sa z_Yd2O_U={fHjn=9RiWo=%=FNNInn0n&V`3&wdM2pvAle@=j*}f`2yEWPaZN6etY%v zrE4ZK9O`^6!t94WtM53c_%Di$!RTyb+_w5z%zJzP8L>N^@3FBsYa`M57}S2%;lP=Mt9%3FM zaT;9rq(bVRt@>qgXZ^R^yqs^zeQpkG`ne|KcQ>c*-!nZWLa2YzhbxyZzldEu>v+oE z_@ztQBA%y8WyFd~dQUd-KB~J+?Si|$|D!D~85&hTpDs;z16y(ZeJ-f^YG6?;apn*x z|4h?4sCMx4<*U0aw$8QWIVZ!G&e!~$|G=bk``0n<@xJ_Q`o+&%e&&9eo@qQQ?a0B( zV+T1_nukPOE|58M$ht***+YwpcQ!kZJ~8oh(yqt{wS}%1$j!0jKX)Mh>(}BBRgZJN zSKVJ@diKtOkdwEab@fg=BzS$?+hgZ7Eq0Dr_ciC(A4Xqtj_X?@tj_vhKfS0X@R^N8G1!_NrQffaPTYCy znaP6v<-AM}<9DaA9I9kHWN|TX0mn7dn&N_IvzsG-Ja{Nvzs=`Sw`SHo**Rh}3!XVx z6f4ZJ6gbC_qx!yNlJzeozIEM3^HxmXU)!)@e0+wUzp9EY90Vtk=6Akf`fC0bXW4d&qsS>^twI36~ySdUB=_YDwYyb$WR! zTPKQ6d2KP@uGdaP*XC7naF@`=p1Y@CWeXdd?M+(a)_(itJ-7Ey8;i=7raCT*d;GxW z(E}Ud&^ul`79Ofb;g+{m*WC&1i>Z#H6Ly zX2togRa{$}F`asKx|9w34YvyhTx7nKN=6YYg?WwwO<7%}F z-gc8?Cr{n**|bEGJ;#n&chSD=A3KfA+4AE~?+dqgET2>s`EU8Oxu>VQ7oI-ReELjt zq4}vcu59UZ&D_tSIa^3YtCWa{NbFnJ*Z1IeQCV9=LK!Kwb}5EbUF9tZuZ+<#I$$XORcKOOP_2FJtnog zciD`)M>J16D6d|4@6e-r7JnG0R~qk1OF5XDcJSz?2Zzkr#rIjxXodF3-*j)i{O7}_ zqK&8D9ts3)Nh=VEVR-vXYV&*5(7PX7SjFbK=|6V3;_bEh$1>|XJO3K}nlH}uH(fon zc&BNN|HMJc{U6DvO!T%7fC`ZCGP0>%Yd(EWsG4q5YqT8kFbjxxUc`LH%VXP*{i z17Q0>)y)&r4DC~`F6qQ1ZxilU?!Eh>)BeGA<+B~lr+bnvf^bIPV*No<{il1xZPCv+6&er~*>T*(WRnP%NhKgBY zQ5&}{*O9Eb8XYaZjAeY1I2$8`oV{vUQXd z_uYWRn8SzS1-2#gLfY>7pG}s{oWHKDrv5uar>XB#j~zuSF@^OXeEph#&7Q;dWV>3TH(FCI_}0m=hxawF zzA0BT{jx*%?Kx~;%Po0d)z7?qWg^G*nH-OGb}u}%t4%oZ8f<)K=ES$RPg&*j$0g1> z)miY=Wk-=xOyhxjYNi(+n5|^|n;X>3|K;_PWqlqy&Ur|<|KJt9X4Z16?&CG<{94e+ z!t!l9gvuwiyb((m)N(&GRr%qmi3MA47rtkk{o`SRu)R!9f%8Xw_Su4**Cjc_yIZtD zY7mxJYo0XsXi7QVeXz~=;i;JgPknYA`WJg&C3x!om3gZV{_6Bs7H_tkzx%Z7WzqEV zgvPkGP3tr#%-H1edETSkFZ-_OT;p;)w%6ufN6$3L#)7$x24Y+91tjVoZbWnk?q2`T zJL!V(wYT-4u907hw)!DahBxQe9@RV9rI9ULx0{_?>O_uOA7_*?@jg&!Ec1F zrcTNi*O~L*jCazt=^VefLjMSVF4eOUddQ_Jt|Pc^4#(yX;w|Dk4b%_m)I2(0_N?`u zx!0`tHwRbAaEAARd?`9Z*Vk&EoByP~{o5MFZ1SsSvrVrQzLj?5Q0cKlJ2u>QNZeTP zG-5_;`MsZ@0R_FsKax026BE})r{^99$?Pc7iLpO+=&Q3%&#&8Sp55P2AiJ?(?nZ-Y zymtZ;V-I_CY=*_a^c@z7mYz;s5nJ9dPHN4z5MMWk8`NTrYn?c&_|y0E=k_SpN$t&E zyJXFgVbwii zo5N-9*DAgI5bw5+uT-~uTyC=E3}<)D4n@~>Cs`-9#|6b-`NmQ^X=<34R@tuT8~Z#n z(q?a%=JIv#t}9!5ZarPyV%GG~tU1wTwY1inObZF{Fv#Ts1Do=7*O{WP`&>!;WK-g%moMEdNkWV$XmkrcfI?piQL;~azECd$SZoyWKWKZa!UDgaJwjc zv*ADK`RmO7thIO8^nvI2q2A<&Z6aZ69w!;UJUbOMSu^yziEheFz190>rS?wV<-Y3g zCVNM=+4m+r(fGuA@iN;r)8gi5D!G$%JTfQr)KB;HmEKq|d!xZM)f=El+=xh}@pt=g zGjKmPJj(7Nw(ViWjzXO~4BX*+pD)p_yWDJUCd#&V$>yCuR)l}(kXw1;^oy&#Rs~De znR6+vtJVKC{p6-Ly|{OZ%U@4SYdMtLc4$X;EpuyZiMdnl{)*Rg+rb6)oYfa8J?bX&#iu@>B3AmojYkdJ+J%0q0t2% zwwlqF{BY-IF>%&Jb$^Bz=v89-0Lwo)HGO zWwq{Dh(el}r+Me~eXc2t&@byqF8^+woEjn&eeJ#@NhkBJC ze$y1nlUGXo!?@k^?0&_Ec1jQJlpm%|EO_n#=>u;t<>j7#V`q*3noKp%3$HqknankQ zcy4CFbDtf|!g+>mTH5s+&usc(^5W~FnDDu$t3K}jQ`wUqFh9CjbC;TPuvW#DU%B(u zS=Z+1tXALqeq}75Nv+DETD3!Wg&v;kG~ljxyy52$?qMbVJgcW;EZ&!4(QFIqtFj-O z%lt5}q2ScV=SE(hh0^Q3&0E%3!y9wLQ|yRechik2Y+nv~Kf7Ff^>6f2y;I8@-w;W3gxr`(Kk^vw5DTN=;eeJjtgzbb8E>=QX$GKfIpq4{`a9%py>y zM*YwlNJly8c@*FETWLy%4kmg|1?MWTxs5l@U7mdRGv}}0FFC(#zbtHXK7aZ0i5%Z& zawI2h1N8{vnv*oExC8)8jyca+Rl*9E?ii>~;Yr7|;n z*Au@a>D@I=Y&Tg?vTZ$7bW%5NHq?svKWtpw->uva>FoJ@4m{;D^OyL_4<#F8yt=gy zS*0I>q>T37Lz|9V-nI7L>B&cKtjTV;@k;DVK=kyT=2rdc>ha4QON`E*_#l{l(Rm8@ z`Glv5wfS1b@$a_wTFTE#1E-81sdqtbz|I17A86rt{c38<=gXnRbKikSEEVop3e2-V zpl=gw|CJ~2*WS-Qf6dSLxa>IZB2j+|)Nl7|u?AI_pux^CaaV?C%ezJI8{2@&Rd7J? z{V;u^clxakchcVc630v)$7{akS50$;ZT0@eZEKxgqb9m`e|T-zj@s|JQZE`=bc-Wn zgvH~p>%3PMd}kbT)VxYsL+r9J$f(3?zd+GfUik4;(IgMG&fPoZ6(Vo6fy4U$6pruw zod*9H=4I`F%fG{GYx;E;bA`me`jfMHgxFYjwY7nUm^Kvh^3K0e*(=6*Ua0nGc3)%@ zOYG&LJ2xt_>IO|*SN87Y9gC{8q-BCDUx7lyDHl{YZ?^+=B~(wFX1|M6(iW@f z{m*dnknt4G^AB6o|FqBhC||`U_6U9W>r4!g)S%^5qMl66s&g z^N($t^QUZSs(8aVsWn|gXx?G&^9(}Mwia}IWvlKref@v=MQhzZYJ3GJE!T!^F*tk2 zLA&NvrRQD$m_@by334mSD<{qPvTFL1+o4J_u`<5G>6axGc(}5qqI_nwm2>F(I5!%U z%$x0-ndaHkHqkC1$=A8@gG}5Ewrx+uYHtfBy@(3CHT$aYE7juuUBA_;_MVb1&)?T` zuXFbvp2Vul-AkM<&YW^=3&*61B9co|Z%l5ze)Z&?7nfelsub51x(sTzmrOR`eJ>EV zqfIIC#h&WlQi;=!JlIfmnOXIksR$?_vh7?B-B380bNv-tHL-{&8}4|989ocK^*OiBerH&p#Y8F>c&@#^!$&TZiu1Iq_ls#?QB3jZZz7G1Dq)*|}+kE)pWw zjHYm$f7qI;A-L?J@S#uIQ4wishj_C&!3C)5q2h`}$u&%Zv-%|TPBcuIaMiYV-xGzK zJ_4Ix98_6z{)17~$;>YPo0)ed)tzT49$MxoaQuscz4N36uP&P|%Uqn9mewVb3>tfI z1(_t()sp$6WdqN;Zqe^wN_1~W>!hDNWC9Mi%nfrkq=d$PN|5imH#4a$F|m0?CuFZUJ1M|;o=jE4kzL1%<=$BGf1Cf|?((a_VW62-!@arx z!zG2Q(w-cwdv@^Nr-bvB;JS#<1Y8$AjCz|VRk7>Ur9(zC?A3js^IYZ1K0K2t6*#f= zSwz^hgStmwKL4lZX|w6Pob3lA-Yq_*?~D%Zh-yB*YfAp&^P6-ud=-1I-Iq2HhuRQv zE}Qvi(wv7j@OJpT&9<86-c8HqUo)A*UVX0F_W8lj>OU5nYkz%L|7~jd{s#va$m4FSZ=%dwB_r+XLrWs3iQ>1{Si^01B$Na z2j>agg|^1J?n*HFU-#L&2|PyuKBxC_`@GKim2CN4yTAJUaX;Tu{o+qDn4Vf>CKE;f^5Gf z*&cIt@``ld>^z(x2HG^tKmXao+e~c!lN9P#9er~oal>=45fiU=v3AM5y6&TNyUXo{ z!i&9Hx>=VVHecM|voGuK+*c_xIxw^mJ@>Gw^jq@@R z_jl&6*wFV-=0-6eWJvZ}a^p3_%a>1@~3W@nw<^GtQCscLxqH})@&zW$l3vN^6u@^s@z_6qfLtJc1r-E6V%ug&XG; zB+SclR%}?d(7HLZ0@7I>D6p#ol}NYR2)`9tTdpDw!-{Sun%WAS~#H zL!$A61C|Ed@ArIeZufspZyZ_^3%VNvt;Hn=yMbD9?I{B>X z%Qp){7wgP7O^l&w^*$CbN5pt$V0qQ6OYf-(>H(@BF5u zPb}&vX@w z9ub^Dqv{wIp zEva%jJkzo&jpbls+DeWG<{=U1FK9o_fJU`@u<{3K`FpO_oQfq$wudbX9>`ccIe%>C zpO+TRts3u+&HU5<_>4!>VV|ar8_uzH9lg{!8I~7s?2Mb2;%i(Ocd}WWnb-Ybcoh*YcU@` z*!cLtfx?0VvAbjcEvZson|&_k^Boev%R#NTUYRC(j2+amhgwFiFHuKRQ-5ol7R<3=`%Eu2* zeEfjpOQ=xauVU-IYko(*JNYjzSDIp9+i9Qr)>dvx-A%To-c>?Q#j$p89z7GyQIO+y zJ+Jj+R?+@rCWTK97Ct+8@zVp(#G7$XY%Gf8AjL*rsiEyzfA#x?v#+?EYgT@KaN=iB zxpwjKzfBjey)Qq{Yu;qrd#_b2Rdk8@++DNII&PVsx!^~{rksu5{?Fz$ZJ!#hn|{Ce zf|lFWSbh_TN0PRIrc5pP(jG#p1fBf>yUS+D+s(Lpga6HusJ6!sP81gW>3C=7%j{Pk z?{;4J?e|BG>x6Pm&UQ3E_6aF0+z86fprg(q>#RO++3~t$TFVZNT2pVabq_5piezl+ zo8r&-HDtd}SHJVJ+S=Oj<%9d@{FM3ojQRVfvAdsZj{L!WsC!}CXV3)19U-}QzmF|H zeKM}i0JOje5hFWxUW@O@FEkH^9%S5o)RP1^mWsu1kxihnhr zMJ~$^!t+nv&VpI%CZ6UyA8zBYsepI+!HJh2biDa`&UF5T$I~zVKV*92!FEv2nUiTS zX#uD?JBQ7EpE+ch{LZ0AE>HiIXeQ13!*KGD3E0od2cqU(vCCzicV(YX^XVnu)@OfM zw5xlIjIZ&f2NstTYIbi0MeOAVC%&^mMjW30PBp)D#{asi{)S}_4J?WzWGs354#dsf zCwyh~y)XBc9qqHd;x5@2#J@7@>K+j1b!|bFbec}op(A)?gu*;CqPPD)9=Fdk1wkh|9K9cVB_+WVO2k`lN^3~#r~~5>C-l5t6%wl z%?L7QuA3sQ@uvHfi^oTCepsEillAIsl}UbjeAcSxnuOC2c5Z&a^1`&@q>M^^N0MBA znS`A$^F{Btps!8c5>offKN$U56`i-~o&9@F)-?=&xA8wIt@!row6^Y~N9!R@^jHBJ zr1~Hv*m>X%Bpb#YX1aLBe|cuhSIDgV5zm5O6Ij$)c6)|Ju2ot7y|ldgephaRd(%Qk zpD6Vk*O!SmAAh|lJX7UhrrN=ilODKays6*7oGle+IHMH2^6q))$}OHk)1H160tLi_ zBcKvK#q5KT<2JFX)1SU?jWl@m^>%#JxrMK9yX-D-+AFbOM_dWJtHIG*_ubxqv8m>< zO^eK!`nvjdvQ%QhtVDx6T4E0eo)i+vQFEq zKMOOBjC)f}7Pw!I(c6CcMDyh{%^%Bmfs)sIUcVODv}abIcKzeao`<%3WP)e<)%%)- zbH48Nvi@Jiw#wzgmY=C#O>*mQKi}y!`=SweQNpqEFVY%s)MmM4ycg$xFAx{ecK88H zbn{1^zvgzeae8yXizYzJ77irX9?-!L~q_K1BZLZZ8MTwj_SIQ|Yz(=;bY@7BfOX zGql+jynb`o&d-0~KUMI6>Dt*dkFcJYGS6-O%Qb(#R!xMw{^`lm6mxSGyTAp9P0;{qo8#ZkY-VYm@4;qAOGpbdXe&=b%7w64}TaF zmPD$U{C(WGY;$9pW2TjKh90-;6G67;l5CILwt+I!%)<%L@w|=2;bK=^Kk+n6?|V_% zaAcNRvBVrpo_Y2M=L|~=bg^H-!tWficR~Z4!dBRnZd!Ly(jb^W=YIGR86G=E$Q?g!L0%D`th?*--B8o$lb%PbTzFP55P37V}= zzw=^sv}x*Fm7f(?@0wgQDQ*r4krZW1^DSJPDe%6^b58A4%>eGko90s&@JDrNzwiyN zdi<)?ZL+(}oOGEUYhN?)>Vr8y&q4ERf48mR=gTLjpY-#CO&41**US~3aD;HYF8ZVlM>=1NG5aCQI;$&3_}gdwco-o3KX-*>Wx>2kgF~Rw)P&_GXs(H0 ze$Qv&L!W9R&-yP`3Ef=%qj7J<`KsIb?_`yb;H?iBC$*|tygfVT zTiT5r?PT|C&C{1Ob~b=UPF|~>yqCf@>Egk#teVK$qMfH?Rxe$mdUfmisSf&?Th{FU zlIYcwTq^YC3`g~6p6ZSFj<9vLrdzy8g{{1O9d)&e?HjxPs`eDWYUAa5XI{P+Q)k&T zCg#mc)RU@qZr#e#zH{b-8_<&I_9;Q()1_>8KwT-8^qn&|--)Sz z+40NT{lV4T@V*uEEt6QbRvlSqb|5b^srUgV#QqR^Q&L2nXK|;kA~@d%N1v3 zuB7p0J@^06-O0M+_1hy&rt_Fp{xi|1Z0*EL>#cG_jJbD5CL9DRPnht9dnLr)&@ z6xtiV$4zGrNRIpY7S^3B@--_Z(~Hcfo}2GBFV$80DgUgP-YS9H5o}*Jt@oF75JP6ukTsMr!VpQ*z)XU#||^AaGx&liMCj# z%MiHUDCRW&+CL)*A_?dI9u!?EoQ$F>NTXp5%Qhx#1)G6w~9xaSM#l|Jow`Eu1x zjkk=GT9qvtb>|!qV^~$rsrMpZIOfWI)g24|=Qc&VF+`^^MC&x@${g4PnsJ==kYU@l?uW>ifz+LC5AWW6nc{Z4cOP&t?(-vK?Z^oB!K6-+5%5_R07tbD526 zw?@)K{Wtfk+JvJ(>j%TdmS0lyocHE_#PW(Zs=;&RLB0G510R*^FOMM`PL!E+=mU@9(=pC`_Hxq8%ieM zPf~rb`;VA@>+jS$YoR+v!Z9`tn;Vl1&wRMW)0*?_ZsluG7dB>J*R;JpLMM4Ae6kBj zvOO%A_mHFfAB%$^ends$Y~zj|xa-k$AedbUR#i{?lNtt7BLEU6D! zN#MU)+;Or?{;YT(-#H(}&Q)-y?_rh5$+TDJnfxa=`{4HP{)?|0D!YsC31eAbyU~lO zO=q!>*CsZv$Vmw@$M1csT=eH!6i?v1Rc)u0GgDpmq`K|#*lZROak}8hY3OQ+2r;GZ zz_hB0_}5L>3J*nFJk*`@LF`7fbjnlhn{B6!?4PDuF>{3N`?YY&oug*I^s^;zMBUyK zR}>p`QT9*8fe*P~szR6Yq#Bu@WHDV<^Kq1@NPO9@Y4Gj;X^|a$0z1wLNW?$LU9n->Ljmw2W1Yi_ z1*}K9#iQ$*RgN?S{{bgVt{6+!b#0fzD$fOd*&Qn`J}2bP_S-S5L$kxYlWrG$zkk|f z!kOz|@9e&wb4<6-yE)Fyc6mPU7onC}ub1Wk|Nvn%NhUKkAy=9u;HW*IIQ`UZ7;& z$*S9x)BkUg$P}8P^Ylqn$tABk>*?Cdt%@F46(^{)OKYvk{NWc13Tp%2=Ld?PZ;FXX zF%f3Zd&X?%un8nIwfI4ob#n8c)U0fKkMnZV*($Z{O4U!NOWJ!y#N;zot@WMQ9rkoe zil(AvWpwRVy;rJl_8qa=WA1dkM`Xu2ksVQ>phyFiAeSWl8Y6$S6qI*w{r0D1o7gdC z74E|YAnA1uv8l&aOj-D+o9V-kkfLBzv zWXH@=oH_qo9$!U6%0tP%M(yJVM7LkddUs*VqZujc-Pe5=T#x#&RCK1pmml2c_UNzH zH=6P6*XLt*EMrvm^~OyrGzxvi`X+S#o2ogImIZSy4T?Z}IgI8oLuP$n3m-Z-`~FLF zk4ZJTZ?#XIax8eNu%k#Irg8T-xhLx{&zju0On;p_d+nr&`+rXfdb_FSSnwwO#r?aC zuVxBe@rt;p2?}ZCVph*X4u*~fzhlXBS(TI|UOEf`hUAvk3>WNqE;th`zC&&8E~WdJWd zH$T@Xop4Lcdpb*m@s+%|6q~jCUc0JBeNeX2RZ7!so)hVvYj(2v>E=@kNz-p#P$>7^ zv{~-K^glb}`i+&@^NiV#dG$$a;g+o5!2tdPp$}<-1qTY@c-` zM(O1TdV?SQ6n>GK%@JPS@VoNT=jN>_I-eEq<{?i6np*>n>X_tw|TJSe{d6rHE#}+ z`GN!6ISoXTcK9|FZvGg{#53jRbFY<(Byd z{wWcc3wZ8Wu;p!t4mY>B`v3k0?c#%nOxUESM>z4ha_`oEC&;=td(x#WE#V|RQ+>Z9 z5BV=thi&3Hpt^0|dRyb92WH6$dlnaf`uxWa=DTc+q}y3rHVf1!OWMtThl+tS$HO!@aFBbZl8WK5e%}&wmW_qxK|KiR&o1TU5 zj1y;gugvn!nB|=qQ#oHFq_wKAb6D}iol5`i!@iSMPOZPZZ{eFcOyz!!*2@pbuE@LE z>$^2H@~T+O6Wd-JHGSjB*HZP2F6(TIZj5`_bMM@fBTN@VzEnroPMTx$Y*qWdC)0~_ zXHI1NK9lkB%bC0)-GOcIS)rTsGUe_muKCT@InOONqRsfhImv?OJUiOY>j>Lz@%eGV z=;3`GW1$Cj!U;0B%>!;o`&y}k!U1cesE5(pndOw zPv576sIf*GRrX(ZvR}LJibA*c-`QSWU2@fuwO3qrzPx&ElTGy9^h<)C=6e%8>pXU` z7}v5KsAW4)A^V!G>!`rt)s7ort6fuFH-0#Mq(k-S=4u5i_5*X7ADm+>V83@O^+-X| z8!1)hh&NlAYS-+tG;e+L>(^bC7tQx3UD~YkRMpZ@Kk5Fr%AzyBb~*6-zvOy-$yoXS zTjT#nm){CVv_1SY|M{Qk;MHJvZfAAOoVRY4wg}h{kME!R`2G*$KaB&g?Oudw+m<&; z-=4Ru@p_lBU;Ik8zy4*_a<8%{C%U=KT=X<6?6c66*%Mf2?u+j@`7~f1x9C?vhVPOL zkArg;M4a*7BjuuAQvt~_pPz`QKYX_QyrlnRTTr#EeqgTfgP+2GE(&K=c`u*7Kihoj z&-rfaj|)3p_x)IPSpCxe>2Kq|KfgMu^uEih9asP4eyM6*xx=;m%!&P*_RpK+#&Rc} zrRO#eXc(!01wPWbc2)FQetD^VLUo`j&#%E+{eUdThg`kp^0jxL8aXuN7faq@`_mnh z*0R60ZNCS%d4NulBwu}G#q+uHHZ@7lPu?m1#yctC?xQ`q&p&K0{&Cy#&)W^|=AElA zpFet8@7dAN%?qx-6*~BO>BL?2H6M>1__BVfa>?z_!T(z{n`yKsTrZkzd+ z+<)9o|IvMY8hC5M^-ZOG^^l1=UHw%BhmJ?zop#0Y@7p>5%KYlBH$={iot3xUJ8o}s zyie0T)!MZS%)c#}FI(GP$(iM@G5zw|JHNEDOLe8~0xm0u-8^|IUcYE}RIP`TqZ*>GKwT5w~lsTQ9mrHS+qY z?^5ycHobN(x@?cW>{HS0NPnib`g`D~r{9Wa#(!HTBlT);kDJk_(3uN&={#TmY37qd zFJ>B4AA1lV5OMy3?tv|^X%y{0*4|AiC(_QEc#F+j_@kUp-$vN(3(vK`dq4BMdT%5A z@2qj*7oRz{$v^Zp)}(9vpL@8wu470`idg3n46jA*;_0GD|bnenw&sSEp1wZ?u^nYdC zyR+VUz0+oDYR%ht6SO}<5WH?8qD?8`MNHbV*7Rq&hh+P6Y#laz;Bh@rT=7scdc$^) zJf)YrMGj1qJEsc#m{mK2UTz*lFWaShewX8`0v$K5WZrc8KUxwn1Wyw7%j?<&l zRGg)BjpM7@cKd;PLIF%R?c$4hR1cWcIPECieW7i+wp{s2&{#N+D##Lv8w_uXIzJuH zsVY-Q=>5L@;_n6DE3725=jcDH`ZfJxyTGg`TYfG-lfT8_yp8`WKe4BpTW&4hZ8Lvv zjHIryaY#DDhcyNTY*rhlEwpaP1nnj{bo0%GzsHt$XHNYe^zZln4@*-u{IvbjzCL1m+F?zw#7KBWE1F zv+ns)E30Ma`V7B_i(E7OVrLFs7s9i2|An1*B4>D3^Ov8!~U4ekJ<&*^5~f3)ooB!0>=b1Dx5TkBRH)&ro#!3DBl!?jP_r_G$Vj^)md@1XXe2m@$M z$pW^PXW~Y@EkWJWEH+Pb+&jv-|{eP~XH(&NJWdFiL5pAve6>@YBLk2Ore_j0X@y{Wnd5`1Ie_a3k$93j& zU+q;{=Um@wd{i#YY42rc&ULS9oqkPX%%5C0lTGo3S>oDV%AIQ;KFnWyUC>|6u5#9u ztzy5Hrn~)no&N8&?*FeX2mi5KZP|t{H`JHCJ3<9PlZ zU-ka8{*C>|{pt1}@!kJZ|Gjqq^*a4mcQrU+7yLR6+GjQG;g|Avd#Y+Kf9DnY`|T#n zjp9GAE&qL$`CoNlv#-C?7pXa6ceZ@Ft~__`zL#eW_Pyv8eU@tWD%G#Z{^lAn8Lktl z_qY9D^!wCoZlfnt3$Hkz?)h^4{1@?;=RvK(D8?pOVQ8b%b>;k|1*xoSQ!V~}o%65C zuio~-wYbSTeqStZKVn+2{AxC~gZzRr{d-?4mzapunZDs5%CLAk&#MGNL zgiXI4I`!8RcZN5K!fRO%%oDix{{v_XkwDyxHs%LAKTEyII~Td=yXTC1(MehdBtLPVhpC{eE zkt$kVdO_jmM26op86Io@1g{}ssNVH|dK+k|@|tee*E3$ed~$nN0T1}N>+_5s{xH@( zlvpEC_*ml3zv|~Re&zQ`GH#g9XzSgby-8{2}HDXz7YpMnG zNDEt`@O`OwUgU4pCiu=_+Kc`w9 zonjO`^})0cNAEGKaPKbwr-lvlzd!OSy%HO230%3~tFU0dtfRyK*@7xP3Fc=K z#JihwS8OPIm@pl5;KiFm2jAVP^yPjc^la~b!S9xK4x2u3v+r(fzWY-+reA^4{KYzV zfj956SQziV;b88A2h&9_; z+|K{gsE}8AC$I6&qtZI&0XM!oH%^WQ_s~Guxn!HuBb}d>p82+iPv$;&VpdQj&9L^| z_kWQ*?7wzb{|~4ye?R}_|MKtumKrR&ZLm1{j@^FH!rH~r*I<*4`R6q1n^kr+S^I#` zURZqlz{R(JIO`10E#W^t^UFhv$^UZaNM6jHaZy*#&^$ornB=}<(BKWYcBl;8B|dN6 zwWIf155R0sP|xdJm{GU7Vyj-?I#!jvzWL(+JX?<%mbHt#_{wA+zPe)B@4R!z_pgo1 z(e^Ap8>)X*vM+d1s#}3{T0u9f5~!9dD3JbfE>;Y*C}cy;);DF-f41ceTKWH)MP93HAGa-^e)aT&MYFeib5}{7-Pi6`dx3Y}zUsYu zHccq~;*odQC+}n16_EKgul2aW6LOPp@BI8I$MbBYP}Kq11n>|sD74D{vF!IqYq)by z%{XGuL%o>?PaW9rljc?>omSPoC7b!E(#(fnrnSQMq-1xyni*fbE%R~pUr=X%&OJ82 z{Ky|C59`a-#kW0tFY9h1oo>?o^I{v<=kK6_soR;Y;HLZJ z;q`A$9L)J6aAwgzzB9-859a)lIde?#%rVI`Zro|g?3*WUxU3JIh*q2<%ycUM^T&en z8_o6)>i@Ut-#xT3=a1^N-u;I+-MA|{t#^LnO^c+P7Rixoc=jzkB-NB02_AD}Ild`) zho0V^cKQ5w|0+MQ|9OA^!%{_yDZTPeH-9Kjas3-xC-|TD)G@(R$0ScZ@=9=SE#+z7 zG%?}oT=4#gJ@fM2T(^sIzkK}vd;X7026Ijv5CT551uFp_4_g%XC3$u|}a?i?=*;k_sPsN)( z=({@oV*7${{@=^YWsmmUym0%~T<^Uvd&Pb+9f`M2JF>Cx*v5;GZk#C80S&x8l;}&2 z{L!)@Oki7|q^Rs`L%SakUm40Ab6YTf>(lu{_Mh@Miq}McGT}|($$0zx!%82+d-s;K zRo#!765kw_{i4kAw^@~~xxlJG&6~a_=YM$R$@t?B_GSmimHs@X-e+KT&Oj{uKgbk| zo?e#a(4Ds#=g!nLFM7+=W&bB9Ug{{i+*7pJ zb!X>;EB_PNj~T$uH@K#GUqbEd?}E2_EZ=_o|0})E$mfxUxuVrxL!KA;yv={_OR|00 zZ+51m`0^R+kKVgL7Qf%@%W?wZ=tSE^*}TSDyL2!6f)hC?0?mK&^EO``Syzt)ahU544>N)+r z`&#M3{e5~&fAizSmrne;Z06TTW}qeCdUL+2ovVs`4L-8y)FY)ek(06xUYF;ep!4TY zVg92X<^Nc&>-RX6e?7#pdv{eL%dXwxZkbDVW-i-V@%umEXIs5l-LrS$&6}+W)F$H7{m< zT9|%ne`T7>u1vRGKZ4BybZib!%zNZ9eJgmOd~@`ipt-6`Q>*hVKgw?FbiR9JVV={A zRa>iO$(61)GS%HArm=Lv?0>5J1=s(b@^Mpi&ceofyVWE2@g!E&UwmZCU^hWqwR*3Y z_b>min{xc6R_4uGsdtU)q~zdoMEMH|hTEB6L4#w#5x!nK$R=Kj{CH zIBQ+Ou6tG2Y^K#z&tjYO&*kLlWKB(#&%ZvTe)%;`^U0N%|2u!?O#H)i^XlTtP^;^g zGMTfyGVVId3+70PUlmUHK!wW|!F8zXvv_Jd`|FCY-*T^TzAY zOFyq01>9^)HVx9$I6WulzT8>= z>xULu-B8&$?c|(yX@2F;`9E|gsy#k;Z+0Tvm+gmnUesHkc_R4!ndJLNyONk&=gu}d zz8jVW^il(ZCGF-Zih^qh#{6du=JiYo^TYHHH}H8*I$a_zwuSGjNqSv$ZNbT_7gm3^ zz4|&^;xk9ZXP%0Wle&3Do_S@yI1ttL{`py%51T%8&Ydngf2NAjfyd_W8--p=`c)XK z?~&|So5$JX`hHQ7<)d5~|HapZD*U|bTq84ewYE3M2;F*AJjHU^|Bw?~)rA*2Uc0F3 zowhD?_vfvtZYO4^pXhG>4QfXpN(3$Og6x&}s-3KBT=?KlckRa+mQT*gd`jc1G(HqP zlY5U`yujyKLKplOPgnK)7^t5=;h=Kz!qd|){$4P9bJQEd)_3CGxmUE6u6;b`Eobt{ z@5>pF#?L;Dg_mEqalMw@w;a^Mc-;(ITYHW5(rgvQ>O1rr@6-$gVnXA6D--zfn8*ra7$-(f}~-V|IRRzgO^`8PdT|#eCCNGTzRJE z4|#JOtIGYn^E8%kUe@?8)l=@vt#caoN(Ax>bDML7{DNukV&g&P&SfmTq!fAKuUMGk&RKU+zYIw)x9L zXZ{FU6DoG*?XRf4HsG-NqbaQ+Hd%N%{4^Q8#E;Jy?Bd>XTOC#`fE)?kxbxmQ-(`G< z&ffXrz3lgOqy4RyUd$9^dM?S7&fRF-eqd$+Vu9M{j8iT(%_>v&XsiaEi9ClX-LKI& zAYrfGiB5Jey-9Jp9dZE)lD3n@__`)toyDCS@AiJn9PiAiSNl(PY%A)$TQp~tczfwg zozqVbt?ZH5aYjPI{#YAV@+>FB!933%hIha96jEv5uzohz^8>BL4-Q!tFs_j1q5paE|46p4o8E{YulO6@@w4cBnxtmIOhZklji5Hzo-}4|(2BL~ zc8W48fg9HIsdc8D?Dn1An*899VZlR*9S8Q^de+>-@X1_v*M-gbvmNv;H}AW4jk_nv z(9|p5O@3E*mG`V3zkRb$=iS>@UpsrM>PpQ=PfL0mPj@t)?rHqEYcj8h*?dhI=FQij z)ycP`vzwU~NNhd_KI}kbM*&yNq4sHxSvBc1KP*f=v_CTK$br;j2PyovH5e<&)FzT$*`Ev*01vISsG0X0F_I zS7q0ejeW;1zuL{?e%1A7{VTa@N#0l9e>EF5aqhb9)k{dn8PG~s1SNY!rJa!fzOw>Zi>hd=WFC{KhO#u?0@s-`g8{)xw1&Eo2_Oq z_G&w}b>Fy>B>4T?{+_t=b46Tr&xUSJ{+PSlUvt~NQpazbC+sdc)6sCcr{N>tC0>#4 zkhb?Mh>`fUVLrl4?<7xOwF3cSW1>1E$+G;lh_&8dT42&RAB!5@W%nC&MW2uuDbvd8GC+9PkiU} ztN(crtCymKFVqw*0$x&cCoDJIy}_x!P14>o5G57svEB z|M^m@NB6BB$FF&^rSZ_S{ZsRq($+%adPC3JZ@QQNlpNhtRSVv}U$4DoNbj z()D>07nh#++L(0PGwocfe%6zu*dI{i;~^L=n_ z!VM2dn^{?P_Z2RlPJDCl->HxJ5L*(%-_Oat@kjj2gj}6vY6o_jr?Bn*uR3$3^53<_ ze~*eD1yy?cIN@f*T#BFl-)~X?^QR5qEDm<5;QxEP#xD;is?}PYSyC^Z=Jqc-{a>{1 z|Fv`ehc#vFuYm4QIGvxBIP>Mh=AECPHO`GVUGOj3^8eZc>8YBp_b$<>I2MWXJ*^-El^}KenIyA#N^^vtUE}1FhrWVVOk9 zzWV3qZodla_7n;}ntGL4^_sEF|FFLL=l&m#pS&NOU8Zd_dB5(yg_X0|Oe`xScV3r` zSy}xta>b0_pyTMaJDuNF<9%Ix8?y67MCqx^;YNH z=X-Xn&z@HD+35p#H2_PV43l}omhGAbVa)q{8xtpg%;ny*)Fw}(ypzktgqu-gm7Kis{;GUZ!YUQ_q&yyt2!{!cFsme(wp zuW2xE>ut2&O!$6_ENlDNbrqf;m{qPB%?*BVPV>Vb#&^L97w#`RuwcJ$qvQYAB0Kse zcAS^k5zTXl^Tc2NmbV6np$qjajvw8WSywSr?9I8E=QInRi|i=ovZ-(QJ(KgxcVl6b z9kXW!{5w5!Wxv3V^8yn5i}O}&n5H=ATlaR@Y^8g|>zOO36n?v>x7B+20kG`_>>jIA z&5!EqU7Nr)&$3FY_QJ3Aj_3KlJUbirVfw}8D^#Bs_u5aLu%YC_?H5PGwuV;DT9@y5 zoRw)-+L8mc%MMt~0Ux0WatI{(=;akYz5S=ebnP=W@B)Il!4LSP^VeT$-#^cB#pz4) zr@x)Q%szkdexLdaM#`-3j9HIOeZj`H`^r0(&!Fv(pmV28_~XUgx2SjW+{suC&R!tX zLHpt+S#F7&t+Qn|5Bsu&@0U$F0^9iJ7yDRR>4^U{`ZOWP*E4_3l%-|IcD~QuE&lnM z&g4m9dvia2T3ZH*jkvg-px6Yh!%^JxfoJ)F;^&`cZ>mU}d{_l1PzbCHUF z4E39m+&!iCE-_vCaN?}x7kAHJH18FIXQs*at@9Xp{sb2U22HuNR50n|_ebn0Yb7pz zaVRfY8mE3xnf;wH`!SOu&_W)4cIc67>Sc1)V#fd2JUO0)9AZ}CzFxq0$C7=X{XzMk z-n)dF*T?R=T3Gnp@Ws>L_qQB#58WnRaQ@)wZ~FCrm$>V>#^2Fe*m(AU-OooU8r>UD zcfI?>kScFjFyGK%S*o;#7&Gs2c+chBvVULA?P3kTTY@)mgVV-O<~vVT_%D9m@hK|2&im6di7+VIlC+k)#Kfdp7XovF(#if3*BD&opKb zV}Gx4<`UV>&-+0=FKw zJZSYz5XkzTolktP9nxgotFYX65s@&%Tcx>9m z=N&w|%U9du_oC>pbNAlo{_4jgwtL=}&(CTfpI&wP{N3A&a^mWwBkn!Ul{z7zc)0tu z-s_@uF;>U=MQ)s*om%*F|H4BS$AkkAGlz1IlvwAfD9+^n!O*$2=efj$@F;JabA(Kt4}NumGJbVyxTXcbRCmv zXYSm}(|%x{b3%W0{_>e8_hdW$eS3zbYR=3x=?q@yg)cw#y4}xn<2;YV^8KI=&r&i zzb3yXEPmIb75kpyd)aHASFw6Wrz$bK^BGNesCR99t-{*S`CH;_uQ0ow?-96hUf@PF z$D5aF2`>&*wdJub11(jW)$YH#G3^$QPH?kp)x6+@^O_r;i`-x?_tpKP5_VzMr<*$2 z^R_v5ZoKj)$Zz45CjGLwWsa|6c_&AIF|Rn(gX!*m1*ig&V~JZxXFP{Qc5$yYc-pbq(u6 zYg@+5e{a8-EK0CnoM3Ybys2w(g8z5s%iy-OcYI}9)vgG!hGWG-Z!9^#&0(o#*lM!2 zR?5~tJKnASWc0r%HgD$mB~LSE3bOo`WJ$hw8r-yGspf;8Y*1R5Dr^(W`=jeQcutVx zn+!`e%kE7AeLFKbtJY4*&}EJZKc=d$Ho@}j@eb{^)33fhcW;5Ya>&eo1zOe8d#7zH zk9ufxGNCZm*Xs8~=HD}!t4}xD-sSN*9Dif~Rvr*Tz3kl?>pl5XNzs+H; zez3*VWMl7S9jD8;kH&Fi2yAsLTT!(tBJsf?lMl=)XY(STNj?7(WEuTJRC>vpub=DR zUEn<%J8$pVI+lZVYzJqk=B?PU?jb0^AT5w}tHp1BzI;+*zeI)w*bjV7woP|$*RXwO zzW>xX!smzH{DY4U>_44;sH5p{Pt#u4gN=)!XLw&T)~QK)o*C$0HSL6u`27?+ha_KN z3obqxR`xp$uP3X>o_v`p+HUPT-%Wl?hVz7*YhG^CK4TWYtzJK~&et!0!Q_v}-d$$i z`_7*)cG)JS-jt?YcUFkINywy0^jMUFj-F;}N9+a{30pR^jAi>KiA<*UgN=tD97rr+ zh>#8{-!*+tM`6(MiH|d-PE6YK|IgpmHx!jiDkb;wBu4)Gvn&1b^rqBb_uceQ2E7aQ z?))uw?3Ehmz}EJeY>z9z2M~v~Em#Zf`+Tq6sBCfOz>UY8ec(;!CKd%!G7W5>r##M- zidiO8@5^l8pzfQ0`GHZU)Ab$;i!&Ay-dl1&;R)KF4hc^^+sIAk_IHg0`DEDH`V`~mq->C%;?P8U}5pW7IG+kI%vPZQGdX4Xr{mLYLf7BgH1A;UzDaEVudMlLf9{;#=~CJ4hm=o6KC=J0DtOYV zuL;#cGyjV)gCR~2M@4(g{ znd~YXC)GF=>$V8}4QQ8}o3`X&+~owDm~Bn1J3ld4ZSXss3BGyx$4&2fIXl0;sNI$- zvGwGUYzy9RbJ(gI*2}(g4|n=@I_ce--O|4=1jiiVeImdA`je>T2e&+a6yzn8{QTVa z96ifh(=P?R+wQ7UTVK|d`G=!)Y%KREAmLcHCaj0x=Vz9tbZKe84bd?cLjXQIsi zZ5Dg-+IONlYTd$MRoAMXe`=h|9$foh+Ff4y+J_yDCy%6C@PC`bUVUKersv|~E7q!h zx9*Nu&L}r0OHkg!=hqNw*yU=Z%J$7+V>IHOBfqRM zXVxbryPMrSddrsmzkK6&TuWe7hj91mx%0pAD+};RaXelTw#C3txFXL0cFCkoi>J&Q zpDLN0>B|o^7CdmUC{U1LxRG{~_oSGq+fVyCqst9@%h!JGzWKZK(w{rq)UOX9oBm`=aqTi zIx`;;XyEY8VSlY(AbY9dZ>oo|!27rslZ^jq9>Q)iGA4Y-u19M}MNEHq@}SQ>hj}}A zjvutBi2f2f`$x>8*ttxw<02TMX4ic;*}C5HrgchE`Q-(V#l(O6E;gK|dVBlS1o@cr z1s~4t-qCXNQ42Gd_XPVnJZ@s&%jyhMxs>_%q}U%HUz3rzw+(de1UQWql$A0_>onU^1Iy!?P+=fMqDzG_l;8N!yI zbYcDxvEI+@qA)wl>dQMX_t;oCn8u!NW`2Iq=O0t$Ba=Do#y=T$s_D%A-n)2pVUUJy zft-v5Ki?d7_6G;OOrwC0raBWJh>9@Rzv1RX`{_tAQlvB%gD&UAf&{WTpOJ|(* zyuWJr@wKenr!!{!Y5f~L{h`T>lk8>h&YIr3pE2q6 zlNVkOz=fg(FW&^&8Yzc8bJ(Ol2)sxH5t(oNofW>!0tcSp^mPe_AElynptn~gvb}%% zbjmH4WeL^!n;`kK@$&9Wqg^CbjF#>+TD4%K;}$TKKLwrh0}kmx|`i6&yf9h z6A?!XYhRhXbzYt+Z^irQ!S^|8eHIp3GCkGZqPjho4SsT`yf*Ox-3Ar&NhOni|Gg(S z>Ytcc6iLZg^7eVeS9?yp;UZvuV)9c?={Z4D{?B2PF5vrO!kaaPb5~2yuh}09>J-fT zY%H?mdctkifs$mLj639RIc97AyrAPAGd=E@Yd)2<6zG%TaOZ1LX1YD&@}pJ4>K>Vs zLi64PpZ@nf?@*AI-1=IH>gP^x%o9U6bAP?ed2P%vXZPKF!>E^g<}yFDV0yS>rq(mI zbs34ZZO_?_D<6M4_mnw>lQGw0vCgcA7UpjbSMflOIoWb;_l7U4!@AC}9lU4S@y#!7 zna*XOw@;2Ha?U<}BreQ;{%Rkylgm$Lt8bY8)N0!V@t<>aF5dfj%jD356^RCFZ`LFv zGS51ZXaKt~YvKL zDcuMO8O{lRyJaJmKisMm0ls9>W|^l}uhGY)Q#&sgfP-`n+w1%f?$cCe@=aF>ZeJ5P z`P2G@`HSQ0&VT#rwNy^LvHk6T^JLr7P2xPvRZ^c-|H}#J@BGU3)Z3Cj-AzKql;;?0 zfh+fGV^F=pT=~dYhVAt^?^&(JTwlFT7(<;m@$v(Xod;D<3tfn@Pkx_r|XGcN!G9J$9zeRmbXA3#|Uv`+bMD4$Jchr8%>vJdVwEzV~!4}Y=8fTv9 zPf-8J(|*v$&f(nYCpY%X&HZ!tZJsscxD6RL_lB(|4|YiZzTEKmsc}SS6RXeplNEkU zY9%uT+1z=XH_rOnC3Y>fA`5gIth(Oe#0~HE=>NTz9+FjHSonn3N6qeVV!;ywi)sAN zCAaLKmCiLcU9I}9N;4163C!yLY4gWuuE0u__;$DkGp!_Duzm#w|rqxLuT ze#-i@(8EmD>~H+Dq4`bbbiX&Lr*qe@aQWTmpR}e<^RLp$lQzvWkNmY-enB>;)6##M znnd5~{U?{zn*9CuBY3)`XTcQ}iS2UQ5k5%?eoZs?d^}gKCx4^zY=`x}gG-)s`aF{K z1Kpc5adN_6-in?o^Jfx^{XX!ROz6ycS-$LFT8zk=&tFY=y}FmC3ofr?IzRvZ?1^qd zb4;|3_B2AWR`+S?6W20l)Z94e-}gvs@`fLtJGUGOEO?}0Q7AIU;9~e8q5DNWev72` ztp1hvw%D)krSz9C(LYaE@ZR{|bj9_W+WcRs#T9}NF5ht1zZ{`q`E|jvYnLS~dSxs! z`R3@b`^{lC{>h!P+sqK$g2DIq4Y|Ygg=E3wY*Ou=zD)e!Z0PSaQR4@5?Rc z8~#4M)$+KqIM+*=%}QRynZA7K=5)&&w@)T5{plW>aMvg5b^scyiC~KWO8cB`+~QOEk`^H9;sLq3e91% zyQ1d5QvMkKR+cmRduFqJda(NRU%i}}wp?`w+c&;9zx?g=i|I1cJUeY={9gWK*mwW` zy(6dDmUP=0H$7P5XfRJb?&6_eJnRQM(^(;{DLrAnHSX8HPq~(A0SYGdbB$lcE%@c* zHMjTsFwO?)B88`N3))B(Ss$H25RMNGZJIl;$@G63(}{|*7M~KhpO3Gud%LV zp4@r9fNzckyWfFQ{p)I5_D9VY@=FfS7A|;Detp?QX7#g;g3@a<66dxRKR99usf@$z zS4zwgDE5CQd9G3T`GL;j2P}8K>O8CY$#YLOyuM$k;=Y#;oiQeT2xc8aU|U0mAK z+3BBLFJ-d$e2;=fra+IoQ23S&c851NMZWGmZTxwUPC;iNS)ft~JxV zSKF?OJlCJMd?JgwZ_~%*uq_+n4ts+0r!lYk!CjvvHWYm}pTTnd!_-^6zH6=*2+gtJ z^qU|W)5X6@=!Dv?opsjRzDhY9bi9)~aiw$2*=IerJ$v7<{0jA5IRD|h>G{#?8LK~T zs5_?m?at?-It#sC9g9q{o=92ksEFl?J3s@=6|d)>W-rSt{9``j$D;{ttA=ET+}$S?bBrct z6m7bH4susX`oYSB=}}H=H$8l}(@({Xi_HC{+B_rZ%4S-e$Tp}f8LhK6&75xkcbyp56ThCSwUC1 zgIc4n&v_p>%z8iJQhaEX%p6O;b29Adea*%X?r!FI^whMYIg;gz!8aSGDyiR>IXG(5 zmK=0EQS!W5*{?lAbq6KAD$IWtqtpH$CsHVwaXZ|&ar zs(YcQ10VJFEPX70EN;%~@XJw6KT>APlrVih`u*{(jUGL!(z~ASS?3{_Sa8iiV)U_<{?FVNbe!%m_^u#{R)}`XTeh2;U6*xCvxSUZH zcy3?yywG~q>X|vat-t+B|GRBt=XC|1xVra&=RO_p-ud+M2VE~G*!XO2YW+Iv zkTJ}T81fKjhb}WtLhpK=p6c{{N~iw0n;ts~RAMZI^kg{2J-+Yl zYPtANONj0FX%C4v_j_ATd$e?`9kMvQ9@H?r-l@^@GA{cA%blAZlu#XF*TY&BNY6pok_xV~*pJ?uOTNUx4mbLq&iSrZvH}`k(JU{4Tx1sna z=j}BdsgL&VjQqx?COrS4&5i=On1=mvY=cQ;sm}Pa(J}k5Q}6v#p2}QWNA=Kh!Gx@K9&LPnH|^djCrMeHJXL zo5hxIeHQHTiVHcc-6!95rgMn zu9@xhk$f9GZM|rX?&&4xjvl`8o!hT^%l&>OmdwmrHqNb+MYW#Ev2~ZvV>eY6)SJce z_~0i|P^V2PhU4;GaH+WStk#>C7pEFkehsk@(39a1=W98=o8{Y6jFbiR4ut3m=-F8B`0ys-TGivV;O13CTD3ZB%iiNPH>GFz)Ih=}^H_S#w1Coy z2BC)%W(V={*2EY6mi5)sUF(64n>V#8~pJlL2+r_nIvHd-W2_x9Q%( zH}>x~xhlvO&f6^5vo^u7P;#F1nJ2yF`-*=aIOja;j@1gEnv)*KAdR4A?e>GBi64ZD z{SWeZPwcpy=Gw3~r@7cZUROJ6qL}dfga1;sVyD%mZdp@1L-Lo&x7x?^H=ka3_^`-1 zW82p!npUSBta$vaOYB;v1@}4|YeE1W*42= zKe<;mzx?uo>7JkehIp=jp5>Kjb70?}&bxbS?sI+hs{2>}KYiv8-Uko%oqV<3w>9E* z#X7#bX-5u*K2Df(5j56fDgz&DIlU<7aDweFiH#c$^7^Rd9WE?*YO%xV*SkoTkDsJY zXM1vdG2pG>__F0&x}w0ZGbfr?KRd{=FAUV|0EOhoYv4=bXHPc2pPePYiZD`|;lspW~5# zqw}kzU$ge|gR4G&S^jKZl!m{SX{6AbSB1yd|55MW{^Y^*E8Wj#9{+6cZSRWAwLAar zD>b;@Yu~%~y?gj9ow{?|g-&G#Rmx@-Ts4uXEq3L8Z8C=qQ31}p!W*VmyJ)+*pw{t& zQy)J#Ran3pC0!MH?BBPYCw2uF{M<2{ZSS!pZPRISpDg@^S`ON&%sgJ@usP-CJm0?c z4SQd+ew+LwV*bJy3)_7`?ou(PyvJ6FfLbjNe}czwEO?h6+*SPh-!EyOU;QWdIj@+* z77q4|=nK828s*97lNYpa+~3hSugoFcP{8VJNAv1q2P5>;S-U-D&J-eQmdk%9dkN%i zYTV>^xU%4>&5k0unAgjVeg76LJ9z0}xUuiw?K9I@4uvu&y2xrr_{?cb=P<5(JokN! z-I)iEpDdVTG;s!7@=56#K6BcbAD(L5@Q+Qr@zvcM^VwJFFF(kiF!9^v8}r?6Jut~- zIpoWnIL9D-i-F%|j?I4`tu?;~9^*URe?}-V^-{k4hUj<4Itw88H7L|y|1C8wpmx>1 zC6SeG85dsrelPc2IK6T04DK%szjgc+78ZXJx^-;Mp4pS6est8Wsri`q(en3;_BC!_ zW>4fY_idfM^ic0|4s*X&>4&?d^Y?zf#?H5P#-b(n6E5l7Zc6lh9I~Sjbm_&l`wOlI zytyjry#JAsxy`H!^KT2yZa&;1wwgujMJj*tyP_|NC+&7DwV2HJcgwd@!Fo@_Q}(Gp zt>^2m4KFLv8<5P9l>bKHD$ki4yT(9#R^pao7 z-H6}SldhM1Q|?ywbj#l6+b5c5KRY-ha>Jt5Qpq@jrmgoN4NEpu$XP_ta)Q?bUz8Jkr2H~828iax&UN{n~pG=um# zU(}aes@gQIXJ!2SN;%H$f}G~PEwf$0fpMs2{|;!6a;M9*$ur#)AI_Ta^v;2lM`kjd z=6x-<+dXzjs^~oIlu*AZd_Jyt_CHmg%4Kplw z&kMjC8Ac~>y`60Ivfj`8JM7vLPzkSM7wdG&_Crk2T#@CB)!|*<>z-{0nfRgg)8QN6 zPtTpUZ{ftfB_~d&oag1OvWwWiO6RFk{p^xopH@PwnY|0tQTxDks8^i>+=trqCsh6Q zW6xTA0F#0I4%Fn=ii0&Ps{Bl|391VrgX#v08u5P!$F;$`a0~FaDoBlrfbnNNe)9fcU`W0-D+w*zyX?E%32YVksI96D|{A*V2 z%aZ%sp9LQj_9;)^zohO{;Id^iYSwL*iny?#gl)@-Z#rLICQo|RDX*~k(xp?EV#;UM zO~3Ke$5`m$vV~f4dv`8sEtU3bnYpLYrcm0irS$nm-@J!mYJb@#bKZeu4GY0MkBaGj zFJs=e-+#mFTz*+$+0s+n)RxS;Jn6&Po5`OTjVzD$F)m%I6SD1%i3!J6os}YmTk57C z%1o+^V^g{Fzx$I^bIU=dy=|xB6=t7oJ7qnce?s?W&j(@#&{h}ZGYsNZO_@aOE)lXYG#KCU4(yU=>qqSmhxT+Lf;K1$3|@_EYqWLB<7 zPyBk_v{@I`g!>ojM4T4xXWS+|tuAQY{LP}vH>RGtSobpDcGI7}=IOTOhyVUOZ1Q2N z_^U6Q=6!t~^~P2z%^|Mrc3_&}$E~kE-zhBiN3J|NlBvP_&)=?8%B%UI^p`93>WW_ae*#u}9^E7TTd8pO^u3dFnqrE- zy|BNvS>WkYGmi=WhjdD28|?DEkeA$H5D~F`q2!^cc{_Mj4~5t{=v}<_^@>=WS`KsO zmXk-aH3Y7GI+DGCp(Q8Bnak*!z}()Ji}%DUr-Xicp?9Kw6MNCcy3Un5g!UdeXt+Da zxMibb*Vg+ASJuDp^InslFZfBweSYVybRNEIVrhqYL9V}kG7#L1TE6C5y2;zVZBC2L zX8zz=dN69<51zRDWu}*p@TbrE@zY26f9^8R#n)BdnzpfLcXwXbc#yTXZ5c;!yF-U+3%^q^LP23D!aNVYA?UMo4V)8#neq@lFrQs5AEVvdN2e$A+YqI#ShP| zwz-eI5A5lbp5YVI_9#KuKZfl^_I#77m)eycLJwvI`)BAMv-~D=Mj*@nobAl42h3e8 zH~!9J=FIgz^!=xQ@_Xy06FmIu@)egpwGq%;d|BkJ2^)KM_emRP;g*%qlBd!{`b@sT z$IPJnakG8qfGwHh_WAl{jz>>T8k#dXKz%NjDyiR}1vus|>+@UO{UPb+cThoafhAGb zUre2=Wo1o643FNAV;7I6<;P!C6P~}&A>y>~{FOP23}g7;7A`VO|9_S}#?NG`uSxpW zZ=Wu?&Ck4*&ck~RR3uzV(8}NQ8PwmG^JSfwZ}9QcbwhpattUZg>Ds3wnF_VnxAy%w zn)paaYSZ`K8~OJIOJxSBTAf@NHNWxS>>~$vs@_kz$6Im!_T_K$_xc!k+ATKwd3LUz zUtY>Vzv&N-zJ1Xpb}W6yAJ$EC(`SIX>pT74#Wh}ZJ-jO~Au0A)q1YP>?y?D;+WTK$ zIbBd0nSW-fYI*Yi-J+9LuAHV+ty^e1*{fOi*SqUqcj|mG4>h}Z`Gz&;^xw66Ex+Av z@jIMg{wQI2rKTG1nuJ7kspE(`{QKFoOBs{v*iNWaWliq9ULg0zg1>A+Pc>`ifqz1m z8vdFtX=HovBxU|7VR@y2*!9?hhdw17uLO^=_#Lj?@Gj=x4&mj28^Zr-O}k`qu37f^ z!M@K4>>s{nl`{Q4eHGN8n!DkDdH8ZcHf!GIiM?wQ4{@x&W zIC8^dog0j|c{j%QMQ87Sv-Yf*dcy97$2VE(*cxw1`ns-tV}IpGA*SwNwU_eUsO7u0&tZC2*-pAYc^+nW{>xvnmVMLKP z7F=ZqVoSdy*s^(S;Hy_Vc&3GA@`vY{>?LCV7M$-D z8o%bt%-zvb8~DUn^> zP~isS)43@w8p524268(Vc7B!QYm#L@$oHv6zghCZuIUGPzSK*earpn9%~+YeY!>t5 z$ZMdU%!Mrpx1fEIo!__RY%u${GO_nIxGz$iaNKgkKQ@WH8M_76?9G`r$0l;->`zVI z2M*uR-+SOq&|@XP32%9qocCmw)t~!*tGmD(6OJ-57HhtynSWS6r7U}>FykcqiKBDc z{vEq`wdXx6xWx={lu>hSr_lK)VoztL*@TywfBQQjSaW5#-%Hk0Z@JYs@ZZxvs=M*a z(=#`B3!JHlIlW2ozwJ{=FN@WTv+tg0ocrv+xuOL3%}p!+u!4qa+0#BTZaTa1@3D(l zlg_UJM-$H*3%0U`%*i^QpLXlGe)D-2wtM%+>8Wa`rzn12oReQO=Yr%3&UcOlC;m=) ze?;2G&1_Mi+Nb9S_y6YgU30krY}bj*YE|Q(@;}|b%ve%m{w;Ol-{N@tU)n6ujACb} zZ~2n0VI2Iia^@88&AcixuUIcc^YzMj^Uec7^8~67F$}KyY+4Jd>^cH*0%@=arq~4hFx_#OT zZeKLpEXL_ zf4ao3WrJtn!Huz^xl1oH|*8^v;O8uwp1@h$I7>w zI19fvo&&ns<*WG*<=aw)x8-i^cra_e%b^p^zgedr{l9PdERiLSzn9*(ojIu@g6Cq< z+~v6+emg0vU(ZkIeEhTa%dCkU)xIqstJi?$|I*p250!wr8*BL|9L;{i>wn8-n}~4G zV@ttrb2zH~T5K62rU%(~?>=%tTjSQ_+czAZ9lKLwFLy!T>loJp{^a|oQ>R=jPHw7U zYOC~5p1&mce)!pdUtdc0y_9R*aNR+|@))=?E$~eS(oQXU{^nYG$kPX^ensnT*bmKP zPCVbZ;UAO5E*3O}G zm~(Sa`_B#mul+NOziNvd+kGQGj#*&mQ>ERxog2hEx8KS!*6MBDFP^pc%sk$f-r7lP1J>utJFP#I z7sK`@^|na#+R!}i7tm6gF}5T#$P!Z>>YY7OdvsqG9rjyux};N>^X9v_PgwVwK`qPlCYUpRGe3#_{ppEI#2_mQf=whH|MH5m(G zzB!!iDTl(1d2hv^HTidV=CS{`eT|G)iJgx<_m=ds_z0z+zEo>>zQ@KQL$2rP5y)so!2=t}z{=@2TPDlR%@KZ6 zXI%hY3h-M0!}4$9&8|$}RKJ)WY&&@H(}TD(!QTS*O?jZqG_gHbsrvJVFQ1~iedM;? z+OqNeaf9Ez4n}fCjEQ{8{Cu<6*%8YPOd-n+{JP#`a^EkWzveo^3Wwy5>5mVj=9}KR8ecnOOS%sPtOul^0$cN}IQyJd$d` z2U=sbVE3jtmYWB44a@h>+`;qUah#%qno8uHSv#8du40#NxxeK?Os&3BE}w^OZ|(Y% z*I&lzKfRe{XZuASvWVcbpmtQmeDM7uXP$t%TA!xRaygh)qMNV)G?fThufgXKzusxe z?%Yc$R|WhhS2{FJHPU?1$(zKzQG9B~+wTtdQYtU;`aRb9GJ7HiyKhV3v6zd8e(|aw zY7|a{te*)ESbW;k;?GymjF0&o4tBp5<_A$X=Z95#o%}xg=0~x{-5bTtxrLTi+`Oxk zYq)-u+%iZ1uiiq2Uz<6E1aDul-SB-~{4KfQ6^~{;wYhH$S#i)>7q-Q~?(h@+32Vg`%SPA>Qf$J}HMCiRHI{FoqjmzHHVwke#V=*CVcZmzx2qkyMyny5&Tq`s;ndIu-`*f{mWau@LR&x_&rVMzvR8C-YNSt>QUxK=P8~lJS;oqD<(#f^u7<}uWnS{LJ3U`*+HpZHciz^G=MHd*O+MM?oTvut8J!9F#H)6& z^<*!{#NdY~Ru()7iKuTj|Fg_!|3+1YMN7|3uM1vzf6n^_ZW=PCBFCm5)sFD_1J~a! z`R9q8Q|_bR6GLB{&*5_SYgJx;NN~l6OY3t_o&3I<@6VGggAMVkau%dK52?F+@$eEZ z1{05UUxVrtci&3Rdu?)K|BsE|g#=RLovqflPIc3oVZ=1l4IF`NARiO}&woyiZ6Y%E~Xkx3DYPPBx^zHYejr+c|a7pv2 zA35>2?ex45;oleQdgjmn#++5CxjP_ry_*03Eo%a$HWoC!;uhmpZ%X^0#C|Qa;w8tm zpXZ)3TfeW5d2O<)r9fjx@!rOhM=~wM{pN71KRKimwO9K0<&3XSO=kQ!{rK(jOvaDj zeufxNdbs4Ifz^L-J4w=S4iC7U^l3}bV!7DTio!R%K5Bl4PZm5%iKuUU{gm^~`swN! z1zT-q{<|ML58}@mph*`=zgE!b&qqnW*3#!?(SLc>6whg`Q0;3K2K$sn;M&xAvu^hr zU9CGmxm0S$2i>JNia+jIFC?JcTP5*(>GZO%fp-=h)8Srt)bzrE>vqjcXRKax=VJ{s zI4sSMa)Q?Cn9Si)2U%16lVN9kWKOMH?>dV$S{2}R1zK|~ME%S@ns-0%di+JidS>36 zZto1G#2b^m^+Q#y_0NdaOMIS?oqMlSzr-LTo1vjHs%mZIeQDjS=?!+qK@XR#G??cI zDrtF^ALtva;Y&NJM?(=N}KB8ca}r^Q+bB?=7az#*G^u zAD;1<;YH@#=}X0#bJtBj5|?7+y?p1>%p-?9lOLvREKs`hU4Q!i9iXu>slL|I=bAp} zBD5xNm~qP2++<_i;hhDKVk{h^-aUQA(yFExuD)Q;_0_@&Pe2`4ZuQ>QjmJ)d+G!Q@ z3LaG+0=Ii?_HJR{H}80|6?o_UG8a>SCq`ZF3{$KXkDuRGRau{j<;Cf_VpJ9-gjT_V2ch@uLSz zI<@xs#veR1Ez3uSU45Q1q!_c^e)3n(zpAusNT^HAvEcQa@%gu#2v2L>`b7z6oc47z zHOlRmWPLu7EuA-{FhDy>Vt(Q$@e|jeBMZk)CR+ZeGM;}@h7Gg^p#9)4?ilxj3H73^ z=_v=r0}XENmj~70nPUoGd>V0MhMI8F@7BN3>mOQxmM_YsZ{P6Z;_(jq zZt#TU;|FI73y!V1?^<``5$npTNTF#R#mDcOyi8xJ8t1LIMP!<%Z^VZ8TUK?IUwaij z|LU6i2PPEl-*M@y^8>r9Mlmj(b;d#u*K``hP1?Dr^{X^f?*59`z1#1BRw3Ve(qGfu z`GZ&N_pZj1NAfL%&dG45D{QdbUKi^3@@d@PCvJHg%6G=ERFYm1^y|Uf=)4X8@3NeH zb^W``(g&fg{>kt6u4&kN%HfsuyU(`ea-9X&TqI(PS-U+W4tK(5QKs*Io6;IIRe92z z__gN?ROVQMEjgU9{;-seT8-c}hgBa!BbZB-@9}24Da|nzJoYmmG+(r5ios+^4Kgj` z;J&I$&GBaxFG-gr)wVG|JOk=8)c-Qv`5@))gtL?XTs~yGq1=0ZLJf~$`=bxye+|B! z)ZO?u&Q;Uf_t5LB^N-bWu01ku$;0gVMd$KsPALnVn>8be?>8vPhA6H3DmhPmj-^1_ zr^dP7GYkr)TB{fDw0Pa7b}iFF@Z21Z^b^AC{&p?AUu`66OB=VoyxXEurIuDSieBvCD2 z!T(O1apK*bIgDzCy-NEO6WYG<`mVWMpfSf%yDL2549#gbUN`?Jby1_ny@BQ_|S5nJ?qcq?dE=dsI~av zp`9E4vDvKKD_tyg-LB_nX3X#TmqnUe{h5nPW(jhO_qKK)J=EH8cfW%FoVM$I2_P3d znV=S$`1Qfu!x=xpSv+J%fmTez%~L!Vs-Lzs%MD?a|iTkzA{B!gv?~~5+1zJ4K z@oM_Jrh4w5bKu>4uH}bXgC8DRS-{94ow7QpXnoL=Ma9B8JiK+Q&v);xcs|Q}@@D^p z`9+hLt~?SH{f%w6ZSUUbX(7MPelq&J^O3)H-xNVEao*OC=l3({Sm%EJwwLq6BSoqkBQ=9Te`L)A}>A3D$H{Qt~YSwK&UBRTE@D9u<1q=8oPSH5OW ziJYcB{j}!f3)#le%O8T)6~tHw=y4?cK09&KtttQ1c>LY&^zQxq$-`^XbFKf1X5HTo z?2E6`j(b);;jQ$#YyQdmPsp#Grh4Mgb?(l2_md;tlwwQ-kKL*RPi4ByI4ON%a%Y=x z;@zD#Jlt7RI^Tb6ES2(W;RY`h_+%-lH(&7KCrLrQ|8CHg6+1km4<>E0DpZQ8=rfpH ze(xt^(TTdI%qg8mswPXBwkkh7G_l~J#}0-~y?ijUsu0&eLtnjHB+o!nQzCX>kOD-(97$6bfyDlT~ zF1Squ$`8(ocPon~3v-@Q*%7((_o0Oa4+C}-Xv7E{();;6ao4slpT2(M6*2knSL?m2 z&9dp0Un)$W9=`GY)!UQbiyODT7gN8TClT;U-1OhEn?mmH<@?^sZ7jGLArC)q^ORJh>nkpvlrL(^vJlmq14?JyDbJRDi+0q1K2NVtJm^mE-%DAd>sRhP zk&-ODQ+`?F`~UKsAx+-3?>4*?On6_je$LeC3I~hz-jys{sVuy17N_{>7VY#y;1!vh zzDlae->5tzyl=UWQ;gczciQQPrW!vyHM8I^!>4<_mG7o{R)@|Gn^XSd*{{Sm`pIvX z=ROj@pVFmyTBu2V>gm@Wt*e(E+QA)p@z5^b<%i%Crt{T{dyOW}*ADv&DxGsJ#Ma4h zhacD$UdVeR{+Q`i73KJ2rWc;v-Lb4MVMo@sF8c;>NmG&tU%b&Vd57D~ijPvWljAHU z*2(aM^R<07-@#%1?$|$@Hx)m5ujwvpynNZjf_Kh^Y&WAAQ^{jI+d;z!1x9C{@IL9h zUSPDw`h94~+UqMy5+j%7bh$ju*imE>V=1-HAupEwaA4TV`~Op#A7)+ZuGKnP?jBK> zpRsM`{2MOQX5TQDQ|ZY*cx89pEH=aL*!8Y=t0uYF>VA)Ow~8^9b$btL1@Y=D90XZ& zzrbpZwSM6?56y--ho6)kI`y*PX~~Wvt2O%%%2zJ%oyN==UVr(g+Ckn+iT|q^1EafK z)|qwlpQ+t%yEA@+B4db|XxO}MzeS?F{u(q--f?5@riWIW9B?FHf{C8Qzs|d)|E&^f028mFRNDj!k|L=?hAwE`U_rlw5~pOC_=v0 zmHV~+o)VX*osdRR%$b$F`7*IxleHM820uKtvfydR4kpoWkv48lla=~U`s!_7 zcaZ7Xt$taiuPz>qG<|rg6Kak2F5dpk_uDx8Gv${Z%=G#FN!r8JuKV=GTsO6tg$nCa z4^1^r1aB^pKGy=;T#|OZ_2tE*O@YtBi&bV8JoVWz>&%_(?V0m;`To9;yW!u5>b%Qt zI(JOOj)nA#>bz09Y9R(LH$m-=mA*wPQ#>R7JlUK2IATYk&K(P}JcdNoO_NlYT$A|q z#zN8bg2Il7?02`Fp1)Fw+>yAcU|M>7(XZHxA6l+nzOh?@af8LC)tiLa>UWiADGTS# z;(VNX1UxLlsv>n>1YAQt+2s>g`ud`1@zg`SK5BZ0Cl);Rh^TM0H@faQ=hFJ?g_SES zZoSES^ZTg3Z_<^eI`^I$6iPnWZ8#-n4}T=nLKDk5-G7g#p4`_G_WNzn;e{0?Gbgf} zpKUJu76%%=^B2i$c>!6wrehzy`|h>H-fE{mfyW0db`;9o5qLk3b)Now!|lgT>S=td z-rw~{#c9@_EiGy`6?Ia-@7xWlI$!y+^_>5C`>lc;=DaNvW!8XV=z4zwsMoybGxL)T zGj3b#Kj@-Xwa4pQ+un%%4;^+CD%@$f7PsDS*TJW+SPuLwDs2jR2x`Eyne#S(3=Z2c z!^H%&&j7jr<@6GbX+{&{-#(F=e=M=!vB8c)i93ttTB-b*%DH^$HK}*u@3*!3OxP*D zTWjxxo`-k&FFQP2I?X%I>h9Fmv(IXqYW@2<{+Zh^ir-nY>usL0K%Nvw@}f&zV#3=W zo;(B_WVg9`awALXqg=Vu;6wll;vI~euLd4ZX=O^Q7AxIT!!}`ajl+7Q3+wNQp4}w% zX8+Dh@txjFu9{~)pS@g=%bd5ha382B;Aub9>kRD>Wfqw(l#Bf|Is2IuNc7>cg$2wS zcl4!oKjj?ZjX9M4;{CC@m*KO19o>3iTHVuirIM4i-ULtnp?>mR%(oZZ%i?W(g(Ig$ z)q5&xm+KVnu$J7L_T-RnapIl0H3^0@GcCm7i7+ut#CztCy8b1l(tK^w?1y`sAF_#j zvs%HZQzLrCLF-d$0Q1Td@7YY1Me?M$%(+{o88_E&WPWXI<3FPmy!dRf<@?XPYWtq6 zN6vp30$DVZ*HMw#QDn|r(ecUP+j7NIr!#ey*>!HZkn5&#$3!GgjLVz}+>y?;fTq$t zXZE=DuFJ1ld%Zy8j)h2`4A*OYh3H3ez20a3Rcn4ynZGRY-g+Nz&6B6JE<4PSsWxo)hsok=enVXiV9CoIzB1!g;`#SG_SAt;g+qfE5C5cMr>c` zGXr!`ICHz2_h!YKTPmmKA64r8CJIc;^r@>VI39nV$CHBud9_^Kv zU{omC)w7;GFe|pyW83mD-UKs6SV^%u|-ru0cc^S53{P2>77PFTJt{5cd8hw;J)w0#* zqojsHq3jivl1<$U*tncx*i4r#I=b7@SMIJ__IAUFh-jar#3(1GU)%GXHyTXke`8a% z`)%7r^Y-sAKtsCF;GQw(c5|Ol^8V|Y2M^xqt)0Ld^6t5MFz>}HS861F%b6ZkIvsp= z-TuGv8|FQ_Y%+0fq^IQ{0bXvO&FA5H%9`mQ-2pta^{=lL!EwaaQ>7{7I%pZWihao&RAo4psF$_PJ50_J(KkUXPWAy6b|nHXID~ z;=Q$hW>D~*6D@Po4xKYfbpPD4)uvD?%DQPAq~m>4TX$=xjc)av=-ED?Ug7bX8xFfX zROq+=8qU1WB>&>P!$;ybatU3#Cdc(yaYy@B{iW0HM=d(1%c>n>*IT>ZG*I;m=iXC= zYYHvbe$`xf>4jNA^z76_eV{tJu#&m*k=YzhYu_5#eH=gCgd^+KH}ke1>T^y!z7Vwb z>H$mXD*w=vHQcq%PstK z*;b3iTk&4&t+<@&rt-$bxKxZ&o0~gJ#{E#AGNiE2n>^{efz{7!ziaA!EwW(obfebQ z>o11?+`sAFj*RoAv(?V-ymCL`c--z)w+X;L@Wka6xW^h6&lm?Bal{!{@=T%GmSP}BJ zP3>B~g;<#k_v`!%t7}5kz1=5Bs?YE`QJ#JOe&_E?!H=h#tW3;%6Fp5+C*}Tor&8nj zjA}Z6*|&c&4%;{P8k0tz%OStu&^eF8H*7c=0SX83&@yOfxXvl}QMU7@I%d#H4wW|+ zLS;{#r)$dZ^7(lo^_2b2GafB-)efB#N_01FUC8{}$Rv118Mqosp22Er6};oY!QbGu zNy3T8J2x;hREw4Gi(%v9x_sbg;@ivze@wnTZ#1?#+tD(2*{T_BI~KK;N;x5o1pVbI zd2RA*p5^CBAK27{mp}BlQK<5Ufz$iI#r2zB{5bmDVCQ|==p8~qyr$Rc!po0bGUory zDU|A+aErgm`limU-9j52Cq`(B7j9mv_Wb;PyPp%es(oAME z?&(LQd}mX;mTU9;(7fWr{tITmUp%?L^o#c4GmIKr%HNikE88g>A5saGICFIGw18Q! zOV|DSFE#z+EI3xI0`BgdE>Kxx zoqtoT?W)?R32$syBqYVQDJPzvxPhHXI<;=)+EZLty;c2U*w!^>Z(8KJW8&>csj0Jf z@TiDBS1}HLad5T;Q=aPlWBc-7{&wxu4ddkc?b`a>_$){3-nK&$TI&)F3#Fs%Kn3#Q zg$9%P-`JdEm@iiw`(|cdu2G>hU#o5VA-RRQefP@Qr_Y_UMpbzKMP9G97f+s=n0)dR z|LM#R%zBTOEze{uyqx)Op8UoQ?IBU!t+wYyzO~$``v|Kh9zSU+&wX??^ZWGM1$u8R z#lOwru1?qxxGg|e_4%qDjB;ysM*p5P{elY1q?2kcXE>@Peyf%pKlArT@>wCl+vS`W z9MbFyAGoH?UYft}oL}i_Axo>?wnG&`pbbnWHsLc)N>4A>lUF#+ll^d>+@94l(u%;N z;u>!(MZPg4=!a|Qyf4`5^w76BTzg9Ex%cY=l!d>|;(Yvb0k}`8_J;E+WJ`jjwAIht zeQ~bGLEYMH3!!f^oYg0uOg(Y!>ui3f^9@?Y+YjD;S#v7#P}EJq?`qd_CvfU})@&-- zr(AsQNUlQZPVv>#ZNsM>z1`oL^}<+Lt56Iut`Y7f`F*rykoY3}HKl$n6{g~7HbB(6C>%DP$Ju^b~D$A3}{Mq`q zzf7om{n$L8>zQ5e-jaLWlea9r|J-`c3FqmOD>qyZkqAF1s=Ma&2bVMO&n zl26rh-^{ZR`6k0v&DUD{`$F=qcDd%O%Ij>F{p~*9BFMqc+p?GSP$P39WTK~v2b6$j z`n<|Fc$snjm~kWX!vo->6c_})-P}57@|*T2_a*A@_U>J6w{2F_^aYMgF|Un|+39SY z680omC2Et4#2eK&A6L$Q`u6zzAS>SVLmkb{YO4-DdT^ky;6WsO0OIotH4BRuIuBVl z@5~2nF$JFv@=N*;r|s?SN9%4_ZRt>ab@#^qpnpNmFV!bk$!*yid)VZqWY4*+b(v{B zY31Kcc!T`@=7zp&?W^T}UVQdMOLN+xh!+*C+}z)p4sHW2Hvo4g6Q1w$(dd<{&8>Lz z4?H>QV^N?cW6=AZ>z!k>((TW2tr2?;v^KoHdAQEOe$q| z=1;CtKA0l5`@&_z-y>A&{f+-Y-7(`mcp z%z_I(66O-xQ4!l8`pkf@XjgxFdTXaY@8bE=Gkor}IX^tGuz-Q%^y9wWnFUhid*-mM zFzB5-ugpQE%xS;m%7P0wOd_;oEJXQO?$i~6wi@jD%D73tZBt#d=L^%OHTMg2WGuw^ zWVqQ69J*NfzWC%OM*hD`8ox>(*mm>kv#iKXlh2yODSq1U&G7r`m%l98^ygW2wkw8O z={lM}x@11&2Bn+EPor*tyBN%XeeWi>Y&Vt!w%^Uo{kr`qj; z?Y_+Xly7J3^l-sKgH5kMOZEyhAO{>gWwtKQESlmv^GC`$xxL^?LJ>Y0F7}2E`!oHQ z>h60cve~sJLH_s8n#_$$;wIMw)$qTm-Os)6evsyEy_?cECMhTUuMTnhRwVS^HS*dl z?d6s86Il*BHYfTVjsR8h{-CZLc(wV#HNWm#{8*aU_K4SdW8C3`1rHJ|61EkbKQ&ci zY50uzs)MsmrZnqV9{t~6kbL^yJ;u~G=NH|c{@7vLhsXxLIAM1S8B>{K;hEYIHzspV zJe;VOA9L?#y1WAW{G7Yhxs#j@SpII?E3v&(hR>a^UHL#n<)Xi0SKid<3i4~-Q~wq> zjX!*H&cZn#8{0SX|80n!cyi_Zh7~h*elYp=cj^w7o9lMX`#1CM%gECfmmaQoX^`gx zZa}?+*NJ=b8P{Cau+rHdwfl4596ooycID-Ve@X9oXp&L?)a0G>^1}ZwOq8YiqiA~oC2`lN)9uEO`nXRoFF&&}SIU2DS-3R5G-&Q&*~52l zJ%1GKuCO!R&3Bb=wa%)!@0SXzx5^*5cRJ-#@UNQg~6* zuTtaI_?UYR^D4O0cX~~0H~1*__v?pK{nGLe&U@Q^74s`no^W$g9k)@0e&d{b_iaz4 z{A_qvb6WSo+cf`V_1THnZ%vTu;WG@nwL(*OQ@f~+TA`-?^8=7=UJRD%I)Q(B<>zk@ z``pX_;koL3E0**vf)ldSH?Qmrz7nPUZ|(bI_m(rFT$)yXIea?DR=&~hHIm$+IN7KR&oXVH)W7YJS%lGMeYwnHMeBQ`1@dH$GuTW)Ajb($k}aoeUJWks&s zuXSZkZGyBW7%b1e+kQb_{!&VlBJ-chlgsZNnz=^q|9lnxjF+lsX6wlDonLUb_wS=B zl}qoZ#Xgxh%X^31w#Fldo_7qtPX2vvs^>nvEgiKsfB8OM>Yh69UPAPx6DgC^HbvxA zuyXI#QazUf-5;xvZr@q^^|FD6Cq*uU>mL6QAl>wiC*pklYScEZ69f4BE48FqU+w=5Anp~jmsnRQbq zbEH~*V~)5gctO**&2KDI0}UmA9&7*qd6K_u+vOW9Up^c4G_r*!@_eh8Jf`AvrB=Vk zQ@PhyDm-c9OHti5#|xxpTlA)a=ei8EpRd-D$}`We`C+gB^GdQsx9BQ`xUeF$Q`rn;+w>h&-&K*5b$l85!){#O)GVAQPpAfjI z*7HOg$T5FgFUQ#av3Fh86_%p=D*dkUyzYI{)tnPoACX)e&l#cft>OmT=}EQgCFd2} zm+RVDMoybxaQa@=Nu#S@w(KmKb#jv1s@W#rjyNv{Pa8?@@&T_aJh1TWs(YH`wPwG0%L}{kv0C=gl*#!dJ67wnJKSk>8vqp9t^GJ9y*A zvEv}W*tP}VXA${c6xrl*dvz-3YSS29Z-Y7I)0a;Cq2^oj@c^ifO{@sg%ZAKEPDrh{ zx*#P?sf1t6%$nz)nopk(mYn~MBYSe&)*s8VT)BU5v0Rh-iS5&q%;JdE zPhKWg{-~Nft1YL&UjOHp%;JdIc8nX!v+Jj}Ot{CgL7%;nS#I(6o(*Q15wmsH_{v-} z`UyG}L^%K9hOm=DD}4`ze*IV(lsBChR0vgZw{PW)coiwcbYrfnVnTVkCr3j0)RqbE z0<%p!jvD7{M@h6Nd=fulCId-C8+_vUwYuBPAKm-$0hG|~Q_dxR{jk1R;J`m4cE&gN zPdc8MQS&>F&q*#Yr!8uW*wM7UB;)hFsgU*vW6>;8{>$?6>eoFtfD4Z04|T%&|66e~ zzR{m7aN(a8C*zy@zD_5UyUt1-eZ)BhoPtGWTXumhPl-JDR?aQ*OxM|s5C89Z65Re! z!>qm|>Eb^vx0CXlA~w{kyPZ^SKRfHN(#n{Fhl*~TvDASTisvU=+fQ|!8FT13IJM4g zExy4sW6KYLy*Y{1>wX(`hc0lOvU1Um3!C4kvd%Uz-B8}`6Tk9(g7xOZQYQY%@=mYI zmrS3N>Kyy{MXX~ z_lQ-`-0r~q={2uR<{WOe-eN(l>g1vP^4h-TkjCPxq*pWeaudbAT5E7UvtE-wO%Fo7#~Zmgz`^ zo!R*j9E|-B70jOV+p5*SF#H+ZfAaq`LrCz4C9!sUY8=j1-f#`lXZmfS={=*g>Rn3W zBNek^q1l$5R}a@8PCnHx7i{-+#;1Ha<41SaRI1mV;t~_?e`qlsy8LwKeeX0|wubdz zCH#twm+zc;IY#aN&OZ-6eGWO+ZhPs*noOO4hr%|@u*vaD2A@1Koqs~|+&$dq9Fo-| zb59+aCw^Aucv@dFJY&d}OGaj2TqAl~b4^B~T)Cpfm+tNNDqe$@k)C|>XWz%iXXiFT z0`S`w?)J5;4_=D0IsVq>Vfr>*g5}Nqg9@oj*0=^=OVZ4KIAv?WsZ*f(`SUgQZSO>z z*6dy}C!)XAD!+yUR7A#Fr0GtWRP}8g+naOut|pYHzt1}G?p3U>q-NGd5z+V4<1QYm zVp(r<8hV0DO6Nr#*Q@gKAAAnLYWU+Ts{UNp&pz<)Q!4L`{hv3n&D!&O)3P3utr@er z*53f1HI%6}*&H+qmAPut=QU}Q{{67A{C}M7$LC4@bK4$YVY2vYR46AEqk1m+|Mbq! z7arU_^3&+il|_YF8!bX3Z-^W{RG9V9Vk-Dp59e7S{8tx8Z}7U>+YhNPpRZ)C$l^LW z{a;I!s)^3dO7m~t6Wlc~H@r8D=#6N8nkdz=`b%}9ichC^vBhe;w++8a*W7G>6BDY} zre}QV%A(AyjV4@@o1F)pJhEK5UpD5X|M7^n6}nymDA--7GfMuTP6!hTcDNYyNs4Wj|f1 z<&RRffpS7$F!%A5;ALAfe^^R2y4&1Mp?0KO_~|xSuNPPI$=Mq*W5NH|t(gvDun2udDrUIB1z{W!6I*Ncb%`KdRlGbq1|x_PI5 zY;j)@WfI`ZvUO2w?Jb!VVtgTxDS3IF4gS?zGAh=7>E#E7xm`|Q@YfIb8FCWpId43W z+u(hGEpkgf!#1l&H&zwu$T`IvJanmCtv>PpvB(H;lD+IL^yT<&&YE;k`y~BdkY(T6 z3A3w?T|e-yXMJLMdJXTJbw8qHJF~AI5f%O$wq*m~!A@;h#dBF_&joq=$JyYD;EJL} z!PUq6pJgZ1pS*tHpX@$1-+NE9OItRDI!CTqw-Gc}Ht*Ic&|LN90*%#A9;q|7{rl0i z{$zd)s2aJFX)$H3ywlBJic{9kcfR>6KVVy5z_u)n?%9Vyy{Hen56l3c6w&C+J-H?$ zRZxAp{D%DRpC|d(wi(~#I%A@@x1sjiS^bN1w(pCs)}P(u`b|>v`lYncZ3`Slzpwhs zwIX0s|BQ-HCg09|UF1{yTzU6_Xa3&}OH($58b_wsfn%_gEdsKnt6|PG&STf*?eBT~ zE0R2yqMg2Js`1S(%XNFRT+ZI}+|#u+@BOho|KI(-R^+MoeOKhQ#0eX!IzzlC+|BX3 z$NJi!qh@kN0eh|Cj(KZKUKuJ+S}S!jY0Z{JtzRYTI3*B4H`$}U=D^km$Jjwx&9==r z()ORZ*fRdpr^8bA@z47;X-hVR21nLJgG>0h{03M@`JVo@O@50%B{pDVTKabej8?iNWO&7aN_!fhAhd_(kcY_zT7tM%`T;rau zm$2vK$Nzht80TlotTuvo$=*(!X?E6UcIvWTUT;s{EhBD$YC{`ZEgos_?8Xt4sG@a)tQCjd{&7cPCq%*Y&6l{ z_T4Gax+n2-R?_Knd2c+u8Ev+~y83k6-MM>HnRl<=o|CIGlUJ{6lgj48NjEJ{ra%KW zCH~Qpq?tyX7nPlNF6=DjJZB`GKJ%A!OfcJq{Y!Wf{_~|~bcEku%#(X$rtf2)Ijh6A zY{)xYs0Q<~&6AU@b50#O-mt$LJo3SO_E_Vxe{9!N+YkKP^hV%T{8U+{-{q(IwoXhl z^EIBmbY`!>(fv0Xze>hgO@++9Zr&OGP}-;F+>cK`A?wvQ7cRJI$1>}!^Madp?6cn9 zZ%C7FOuOtL{F(HhDL*6#J}RsMU|y*0wyFUf0QS&3}LN z>#(S`-uyB_#TCzA9lp^X^t-V0#pdp<54TS7Pkvv0XU~tmu3xDKm-875U0l|waV||e z!bhe}edZ=;bwAzaB;&=!-Kj-$eIGk)DO9*+A#gRm;ko4f-k+}XJ{~r)IBQ&2$y0M6 zbCJofGajL{m#um+Lp#E!rY-oY+l)7m^AbKM#Oc*HcYZGoy0N=(%`JO zY_Hk{PiI{F?f;^hV+%ra6KmW~Khtx6Az#}Dnn2jlyuEyF=Hv%^TURGE*?pd0^T;^L z%#Qi~1EYD4zgJhVy}jR&zTxETk3DPp7vI)66Is|6e=zBh*_T&3u>HdK`gcce59~2Z zmp%`k@pW7MwDWe&w3}VuuIGI&Ow%^2yq){!g_+G)&_N((B42~R6I3E!A3bQ^yTpI? zk6U7&ANkMrxzn~OPS^iV+lg{L`yGF5rhcq!|5(ZXcMtDsR_@<>GJ~{op`C_w@ybKT z+07%PGs0fge|mX&*^+6eV0to-f6R3MyM?#ys@Ss$_9Y4P&5mve0i7`vvszcJDPI4) zocYoX|4%OOpB)sT1#3$kpL^{1+SiSbN_I3IeNq@)XQO!I&%+-}C?{6x@aglFJ^s6U{CB@tp4*@vabvk}qxw|y3F`i{nfzbaJinQ= zAY)nlhNAbpzHdG+I}m(&@^fEfi&evq@|{W}^IJV3i&fH^OQN?p zM{vE&Xi}fL-(lNk_Q{~xfc6CAe_LD+w;Yp}|99To?lb#w!6nglvu!W@%lgLf`}9rb zH}_}S-Z>#RH?9ANSb{6}YaJ8&Dchip&QD9<1}(O?yJemXwc4Vx#6c+flig|)|NLYzZgO9K zbMEE`7YjeU;E?_UJw%1ENK05?sl8oN-dRY)@)ytXzH{|2jQ=^$KdAimy4_>Y(HIpk zP4*mNSq&P!yx{e!tKZzxd0ukz;=BZ-%6l?RR(y^#;hoy=9ENk-W}I{KaldT8kootX zmx*OspdB{f3cr1p(>?VjvAFG}#o>}UiB>0`?zyv~;qOy7)>jkb@V(7G zv;{lZKqtMm8V9&*JcBF+t825I;(F8?)?kdZU?`n%I5Jkh@lo}s@{VnFhPSFaS!elc zp59+`Z1zdHV|G_vohGa5tTdZ05Ma~$_fgZAw^^S*tuL6>{nV}Pm5K9F$F&KDGh<$8 zR=l|Xi#vUVkDWu`<=(ZwD%!XA-vN*CtUO%M@k(G(oTbm-3yH7V`GWtSOmypeW#WFc zd5LyZMEgUTtAawiz$2BL{>)Uf773j#lD+_vyuOO}1;+lq5Pz%v-zB>*)4%Eed*puR zm1){hmNrq{p8XY0PWyL28(ZCz&A**GbSI(e@%?wtRp zxhCnFaLeycvAI&rEF3)bkNwXtg~f+X!kZ>L+|6E^&OWm1u6ERo<7aO!Q7f8J`fJw1;zf9L;w>-NQv?R~ek?X-vPt6rL3{W2}9YTm4qppMSJ zLo3xL^G~Rqt&*?FEi82x(w*O5u<9l6(kK6#reBEv>HY6Q{HOgtPji^7)2h$z_NuJzJ%>XFM+wIh7e*!@&t zo#n}#bN3aNd@?q8`g_aClxVWRGXJgs%X8^C3Y?P$H79- z^8Y=p!Jew$pD4f9ef8LPX+LD->Z_Qa>enCtTP8g@_#>t`DrM0o%?Anlmt4x)U!-*8 z+Vq#5yA$-DU2=Lc{rI;>Y87*SXTC|E;{QQ!+pX-Acp+j$al z6rcJUP*zvF{6gCP-osue$S}eyqd6OpTfY<7d_6vjZ)rOEB(vBFX5mh8j?MnkUCn+? zVSOIV?n@e#gW$s)%WXfMUGOt)Lyd94K5!a~7CC1QI{D(@p1TvZx~(ib&wz)eXyllhdpcRH!Nzcz47Ipf);q^_=5{J*Es*OaXT;0`*Zv6o+p>v&puRv7s`j_ zP9|MQ5i~!d9pUq=uaPMLBa#!@KTDVZOT-^D`+fAYmbIs=OHySu7)7xlIXN*|XcvKIz`wHXS-r_ww*FlRmgjiTw(?Srf!` zJ-Tf|4T~lmgSl>tPoKxD{_hn`UmzXE`DW~y@Tl^yX2}d}Hi`KOc3$(A6T!UTEN1EQ z=V{&J7h-2hAR%#i`B_IPq)>N^x}u;PH9^eMqr0WF_9JZ0LU*$8+Fy_F=BPba(Jh)J zX6cy>3-X#<%AVb`mbiLfQc}+Zui6I<2~S$~r ziM#i-#j58n3O&z&=6sM2S%dyR$J{|f4DzP!8St>~uWHHgbT;w17k}}PT^8R(sLKj| zO55KK|E<^33#upWvivU0fVDZ~zj|Dlq?RFZe@#ZBys3Idr?APjs^@F@_3E47JYI5+ z{r8Xg(`$aMu(U@6*%f7b?^*K`7wl?k-5aJ{SU1hWJ{feBWX!)~=g&o)`~r7ZI%35VI=C{(iBHqs>HE$w>4A=5#aD6b z4IoL-#?GPBxB*M@D`&_65K7*rt3nJ!QB z0Xb}jN-a2um-o+7M%dzRtF(E^M9DCv2#~|()lTF1atnN@W~EX6YH5G9r&Is+uiqbC zCKkRe^siylzpgpWabI$M(_FvJddhz;T$d}=eXHL8?(5;i)i(5_JK?vxZ$Fj$aOo@EOpD*Q_=Z7<;VDI-!9pH+_ti0y*yv^*<~=}qhn`nT4HYNF*>JsEo}O-oC)loqJqsn_!u85 zKX~rrY+uQTvGKS6#l?P%OuuDQ`2nj1&8Df$vyBdwAM{&&bBf?SNqd&_=S)p||9(B3 zxcuf6XwYOY_YO9@vdrgwTFjC|mYT`IZWT}GLLHyCX@C5s7jgD7+h+MnKIDHqxsY$; zwp}Kv&bg=9vQM#@r83`GW&L>S$72=ZZ**P<7XQutcJlpOaLB`rUkx#S{?dIOt)Iis zF6-GACz;<XXA!@bSEzry;qaDmjl*X@VnHfzH)#7$q9vnKXtM(oWK>vCA)OVjrl-II9VBj05Gyp!q6 zwK$M>Lt&v=wksqxdF?5;)u-ITQd{1G60w#tI9X0BUk*x^Z%k$*l6>Z=W4EUCUYpXJ zbBg0Wt2HPER;2&Au<-7eRliR**Z(cJkrkHOV&CI`%<{;sS3y&Iw`yIU>MXu?!`f%N z4LR5Mm>;u#-2UKRq)h9*Td&&>`+?FN#Fu{4m*uSSow?3&gGX!e%A>`nIM(m^3`+0| z*Wa}^e|8Z|B1q0X<(7TQZCk- z2&#CD>p1cze_k!N_YXM1!-8;HnEz7k*;(OcQQ>AAwP)X$Di~M!T>A0ckIwP8tKVt$ zzWaJOaJ70F!l##}`fk;}{PIJ0h{f7xk*O`=_kJD&1ThS2rM7@`t6P3@#V3eg;Zd}0S4e8`+EZWZuDELFtgei@d1O`32e9!A z@6L%g$b{rQbmM=m_zqHjbE@x~Qyif5{%!j!uJh*>zs-2FUY^hTEL^>HEZ8}_+%A9; z{Dal+_8=7=*?M-+!UL{88lwJJ&pubJIqS3Lg}Ft8B6fGe^Zs2&nm30qLGlQ^=*wR2 z9d34YUCyR;IgcWtNlY7*#9my;+oketGW-8u4>w$WbBd#0Vt!9?$JVRhpkMY`6P#=! zQ-#lKDenQrEX(Zb$@8EkUnrvF3%wb#deg~On>s^pvg~?wt|E1h;XPLC_V-mc>!0V( z^1XRvS)4VN>`Qd^2UmR>H-JoW6>6yIx8&VtggB*^L3kJ}TTFZ404-Zaxz^5OP` z+Zl&IC46ql%ahM;O+I^V@>!eZInOLpTf&cl6M_3Xn{Chp%v{G^W_5N}PXXV?vRzkF zir1b@TYWO^T1w0N9;o8`(XUHp>E1ju4dRMzDJ{hvTQ4tFot^Eytbbk1mP2K;)Tao7 zi=<=xvODcIK028XD#4aB?gwQsPd9LN;I(Pzw3N+LQ;a)S)$d}yojEO~1)P`oeCr$Q zAw`%J*q76w=Bv!k_FU%uQZFje`s}2h52q?XWz6z>Ur$75`@LAZ7gUu!*q*Tb@|zPJ z&jqrVd%K%m@5|ZNm-Fmr3ZxWJ21OCaysvC+>iv)cdm^I12C4R$pRgsP^{t7u(V^84 zgY3U-b*~lsG}-+-I7Uw(VpMr{w)?W}Haby>(P#T|(%ju3Ro}eQz&kih2e~E9-E6b6 zGPv|=nyddR%WCFZW9dyZd2gO6J_$AZwcYvchbH{}>wYyo`NR^Z-!aLT(~p44YrPv^ zb{<=H{>QO6dl@jR16nFQU-qW>X~(|m4YkKQQ#wGIFI^<1qx=~ELBIKd{eSt}YmY^y zz!h(MQyl&M<_p7>8*1Hb+h9fSAKUGB(x)W`oHg7uQf|rv#wy@{EvR#cdDL(78a!c5qKlBJ+K?>SIpF)v z46u`R+bTrg{IOju=KMzhM2q~E=lk6g#Pbo-%=m3Htyb=}owTN!=(h7aWF+(Ue!2!u z;Tt}G?{RxmZ}G-h3hv_1A>S%j{m$tDxp=YQ>W#&B+?3lY#NW)x_rH_=B@q-D7uyvf z&7JJ|&o`YfzMKB|@GGw8za{h6A6X0XVC;s=>0c5pK3(T;uXU4egEU@rYV*A0uibfN z7cGBn1HW>Oc+PJhNb=ZLyKLhAI*V7uhwWfx=kJ(b8nGt{BmU;g%vy2_;Y*3MYhxG$situe$9P~D?=<0Y6Ef#Cov>9UKUXx0i#UVi?~VGdCBI@fM9fA)=b z(>I5qiF51urTp1h^2_>bVzwOmHnSFN45;81069D2Fvu0Ka;#RbHX``RqK^Zh=99t2hsvnFy?|Go1-#qdrQsLYeJugJim78G2+H?U2)I`<=} zATX}`aAJN>yuHjfP~bsRFCw(&$U{8^ZiLDGocs}#b~p1w+ZWU9wlC$+&X!+hK1DAo z@zi!m7c|Hv#5^~=j{vx=yJM4ztXLO}E(!V9bnhVb_wQt?Z zf0=ci_}UG%&weICOWS7me<^={J=_2aWoQin3f64-W#!7cL5b(LbKZv);`_{Rr+-V- z{k;Lx{&^2wwR7fI)=A`ol6d~!&)4`5UYmU39A+TozC9fE`fwB^$?Q*`C+`*wkKCK> zTTvr7TmD*<{I#Z%U(2mG)TYTpinSLP&a5pleV?;9vSX{x5m;KdxKtoJTk%?y;Zqgli0fcg3ggBu_Rq?Ls-|MSo6rOsE(~+VEy-5t!vX1-73WANbS}9q$ujQ z`ex_WH%Fq%l3*eC>Qd*{t-{%Bg|lyV3hpzGW3^tJrXKciqe&O?2TOfljoJ#E;*EGdV1rLBAtyg&=hhlY|pf|@Lq`y!I; zK|#sw*L&~G-wRx~v%*q3MI)13p*~o%R!=l?mFP@6+l-4`x3lIMO{+L1@v!%!o`vZz zh8gW47WG$iP6|bDIx-F6gQ!g*(VJ3qBa^(R9SFHw`FiU1dlK)Pem{{t5IF_fxO9cJ ziMQ<%NnI(Hda`TNkwrQiHI(;!I%j@t_k)F(m+FGU^Ld|YSZXIq`)p-c>MxCVAlFAu zRSipR0jYn_cxUI0q-ZxtyLcN?YjN7rThmmtPYd1Nbma2!447MvSvQ2+o!vGoH!>-D z+Kp+j+IF>f^t7z#X=`-7b54UA-St;M4eJEtmS&#bb!*y7rDx!#v@Waz^KNo+>|NZ-Ki?NyyJ2lw z^tFw;pw=Aga=-d%)gG;vv$mzm-rm#)cmK9sTT)|lPg`Z5w%P`6EQW2?Ro=txXI{JM zva{Blu+6%!Z%ixAIStEJSC{I(&WgSk8GWsBBPbWH1+~*ap>JjxENrzc)#S%@{`R$L zXujQa?$##0o=f(}%8#v1SbjC)qFD!iy?Ge6nf6oy2)8saK2yNM=pBou}8|0*Uxsng9ABS$pHGLTS;f3Xg zdAX91zDYHTbG~lXeZ5xq_04I5`?$BIKL91pgz}<-^V@pZz-@2T(9Dj$79D-<^PNp{ zEtlthJO%da-OHPxW+$$`iJUU8UEk*O-vAo5pqMhe$GUv>=ju|thHutYt`UE;Wmc}_ z!`OmdmiFaea!zMJx-r`jS@zbZecMv^ZcVj4kET578(!tNjSeBA_1>KLZL7NOZIem? zbvQwZ2`Sju=SJq|MxHN5&R2Iq>TeQIU$qT3#B#9K+=~4}=l@lX%P{lFuUpf;UYqt6 zly5=fLt&eBSAVFGo@4xBW;Ac`dGN3XJmGJt(#X9TaC_6eTbmklK?6k94C?5%td+WI-1*9g>A zK}`~7SGMJB*p`zJZPsuB)-7lKz8B=A=j*XWL(Yoane&e5f%*m@ZQznWFWtQ-jF5wF zGB~|H2W^wz`F^hF;;KVGSEogrZP1lQDL%2g=E6ubgvFe^Du$*fl#BR7`@$f4JqWo_~L} zDrwVNH1~L~K7MIhFC-3bPU}_J0_$!ctX*ELARm<&WxGjN`sTD=luRj|9c>mBZMI2Q z+A#xBd0opcjZEZ!pnQAN#N3-FP?E*QZK;d5rYeK7!ohDz-5-ush|kG8XL1OvFee3M z6taic+@0AEZ3LBE zInkhzUT(kMbw|EV0ArMRE zBinM4qRlpZ32Xit?tA?&7nHy6v6eS~o-wTxWFEmoZwh{V#%U%vRB*WlREmOHw$b3GaC+WNSg6cK z&FojV>tXNrSXiiFsP=h&9qjULkWrG?7i^-#LM=e~7VLUKNRQTg_47;9 z&O#gxsz{CFSZ{|3-(&4RxpQKATC~|_-Pt#%okfk)>}a!Skc@Io`W~(_P{n^Jxv1{Q z8gMfPxANJ@dHmc=kO>gQX(*w1cB}5?<&$*5#U{MX_I=vkmGS%hw;$U!yZ7dqV>xN6 zZr}-mzdBQI#At84skL$D)EhkKUY~=Eu^)7P-|=qMqTF4_UaDtroVoP|&$CxMKK%dv z_rhyS!(y-h=5_zeX1%<&v~pAZ7oE!-pz%3Vm8CwjvuBz`&otZY1M02&UjVl+H7&dL z$i=>jt`0wN#wj;#p;_~1E4?@EDOtDny}x}WW6S+Lmmwu)+mb5<#cLm?t$vs`Z;RRH zHdyoe;O@fcd-r_*bIc2R)Y1}qhiBWH9R(7TeqQ^hd*k}e2^$V5gXbb9Okv7j$2#wx z>E4W1UQX^kGg;-pP5-TN9;+_a{?B=9^wijU&rH>OJoDb}D3F=7a{jF7$1TIQD}<#UzJ!v%a45jQD?c&HprmlH;w- z6Smx6Kf6#a>hB38=TB)X*5&=GlXa0xT4amag>HqzCf8N`#ny?~o3YYDq7knxzJ>Vf@ zaT}hrV`A?gXhtx9I$Y<#lI@@;!>UsIKQ)WJw(a%o@?Vg_@&=Ps2QA<7%j>_mYJJf- z^y6HG=o^+6m8B07jV4Vh|8S)|pV?_r&<5cN$M`+I*Jr-?eZ}`2r}q0VhrwxqG4pi8 zmQsh1T(8z*mW7=SFstu`T(hlU_pkkKrm)0})tWI=Q=$0&-CwhdSripdL3DbiIt0lI zh%O3xDC77dE&AB%1a$=!7gqkwI~P5awfTDYcEbc7(KjqAjt=|MU6Sv={8W&C?%b$!rb@Mv6ZiFX{0d!JpyV`J6yAwT5j%8wy1d)enf`xSa$HWV z=PFaWv$EqvcSmcJIm*5+Mo#o*6$~MYA;WJZ&h3K zBiNpCw&11JO>=vA0^Rd`|A=v-iB0y0qF}rmf}6tJcF4zC6Cao@v*OQ}8&O;FIdH%t~cd_|ik1oOj#L zz}hXhkI#H@y8l`KgO&3ecsXB&9`y52<2d=f{?ddm557H{3w69ovE-zke4QZ2J2_Q_ zZYWk!+g2S`;_dJHW|Mz!qQQQlTHXX%Guf4bK zyqXZP_tu3RzhmVG%~ZgBfb@l$va#9oHhsF{f1qVa;?Y|hl5+FvJbwN6zH4xA*89*6 z>zKYET(C4LH|yxF2#_k(8u2$REuz{FV+*p*C{HaZS-W%XW3cp2wer1G z?DX$vt^b0jKeIi&&fdB*E3{rHcF7@5&a(W@%QZBLG-V_))tz5`Iw?) z`%mdN%eGEGumxUfgsk;l8}-#W24ukMutTd8)K%6*Y1{Plb+3=F%lKOL8SH@9*V;<6 zCo8BtHq}qqpqO~q3!HEjHA}ODUtc@+3M9+y_66Q*pClL@c(Bm;1V!z`FmbOR{(A?PM1cTL&(Dq$UOJFxy&? zyQUyFVu#Q^?lL|VofyvdO~FRlHLqS=T6=lx;V;4)6k(pIYJE~2Bi(lGUx_m!A|Kwm zawt?iTra3_vtr^yFK{}Je!r{K*mD2fE2?jAyyR8#U+HP4wkAe8Y@P3dnEy#e=Jnnz zXZI#wj@T&#Dulg#ZUyb!wzVjCO;K*8TlVQwQ$IkuneFF%s;^C-Kl|LREz_oEpFXuU z_35o+r?%$*{`Y&mx%dFucW@aZb#oaJBv@? zq@aC$+SF`m?d$twZ@o_~Sk8XH999A*r2D<*;+@c-ZE{9O(ILOvknhN9f;r?;Y>-r7_I$_+A}5j%zMm3~-k z{Cb7l-T4PMfpl&v%8lH)ZDY~f=j$ZfuDr;+geVNAoZ7l}>T0c%u3B>@Y$#d^%MI4) zTqS=$eY5(B;(>+o&-6;oOU>bBsdJFl^=)D6s$L&g5&2NZ?*BSEjMFW z6C8bQW$v2b_Mg|xYk&RQ&CBpQ1U#k1>##ETcGU7$Ti&>8%~{Oip8(NlwZ*Yt$iKGQ zjPZ?EblK9}H(u@gwI}VbY!90T3-ehGLDRNv)yZ9}lN&j0+XG|B{8nuHwU_Jlz&dlB zqRkfO<~Z%={4wudU$b7#Z+KuaF6GS47G4z}-5p}VnIL>?6Q?RDwwB-9ZLroiBPjI4 z75@WmExsA2)wcBdzA#w+t=jLUrrs@R#o-(@>%um(g;qz)K^3mqLfzQ`hom3JZdiT# z^+nUYejU}Hepml3kP!N|Aoq>qenrXrSZmAgPhsvBniNuXA*4EB?%pjPt+tZ{K*OWA zCkWhQ?Y~#M^Xu(wwb-d2R;sG0blPSl@y|-)|F!qgi)Zf_Mz5cWRO5eHu=3l2lT{av z$eA>*+5@XOc7OM|s&7B5@*Sw!@wm|}WTz+7lJaI&bV2MS5D(Ja;GdPnKWh!Uug%vf zA7VHB-L()jcXNI1?Q1_DuC1$2e)VR{p(9Er8#z>KVk~?-Z=1ZmpTEUSRmX`F+}KiG z%Hg|}!#Au&O>7}&%+tBs;~-;m`DcZ;|N68ya_@U^O6d+bbiDQNgr4p1%YE(r7RMFt zOsFdTT<6zP-t=DF=h?8Ks597PjiBNexq5j8D4~D26MU-*G*wahp}DeV zYTvtSFHEK_e|My_V<3oiWzusqd#xez#y=no8$RzQ4z6=h28$9{z%FbG?hr1Kh zRo(=HN~_m*OhWthW;UM%J3MS1*x@g47tUaRF8=4psi{zhYh4e~zMe8QJL#zxxQW!# zGBvyP|B+^1&)V(v&u?rwa>{gL5h&bwPG0zO|9$!US8Y?ZAA;7Hv@Ho)w=!(qNv-Qg zCi@F(heH;1aDO}RxoWz+bnS=32#ehnGxOfwmo-dlEWf!@SSV~=OL2#)O6FebR@1y+oHHhrtcl^27w>a6s^ibSH@8$)I~tSUEDd1;KytJciYhkG3 zPLI~V+g{$-0gJ7KX&Y)^obES&ZuhRQHT(FXso?0kd*R>OySe_JR!H?j+17%qs*}Z5 z7J%x8Oz7bB{^^syO<7X+^Pn=561+<*-A?`JG<3flW;#vD<_7k~HGS@3XjU*~Jde(fXlB4Vo$ zs9MUl@w$5J>Z;IuZ_q-dwhdXTd$`IT9bC2bP}#?o?fd?id_8B_5}JK{6*%nVVt1X3 z%=Lij^#JSLx_Q;sn)Sx?>$A3QpSAUQ=UUqt7pxyoE#LR? z+U~sCY#DL=_x`0w+9~o4fk=E^(o~%(y1C}gpDS~3OxTbL z$s}GY-#)*_%?Z`b>j~EV?b@bqIgz0G&!)K(Hl)7IKK;sO->OwJ*f;Cl4)&S@)y#9! z;(PDs2jJ3a+nSc*4pWt-AhoxmPv6>{stO*Pa5^+?>!IYLck@?hJ^Q&VeJi*FI}4P~ zHB@46pZ#pIa#Q7Lzqu1Oq=Ax~qNLYZt1GiY`)j*HZcGr^$Gt7y9Fp9uuI~#ydSTnI z$>)O0lbnn;WPn`H<2nD>xA*dDD$Lyw&+~d}Mzu$6c_sf?Nwlo%;(jP7yGyiwYO4ByGpC+R>k|L7f97XzRZP4JN$`rAp|1m0ht0L#=g}%G6t)&tCDuOo z30o6yXBq5~0g8CzL#s*|u3BwLzWjAwpFAw1yLnx;y0R*CKI1Nr*2#ilYnfMvftn)) zM)6bmSALMY?{m2RZ-E3zV#PH@)3+9tudnjFfx261X|`v$>qUU*h^*e0F0fq)KyJ60+8LZ4~?J zDE13;|Fc-T3x=%)MH=6}>&t`emOQGC+0NMr$}Bz{-PaghUVq=Dw(C>sMM#JVYP!A- z=nk73z0;$$SS0bHRfAS6coF5h%X?RMMgIN>b$IqQMw8dy|IfO(e@Wt5m{!x*0om6M zW?gGEeSKhZB&e{r@ z4bw_fPJ8{(yCLTWUd*<#SSQJvD$^ZAR*(fM^b0efYckw!I zb*-;-OJ8ZqajQ+qs?d2{Ma#4$bwAJTe6ti3SUnut*91jgPni{cUo}0kbD}6DxYCw{ ztVv!Q;l4V;J!}nV^~hlk?XW|;AEe0DeVWi!m-Qw8!Ak3miitGF`xOPe1&yzOiU#*+GtDT+f@@-fBIZTE5Tl9xMOJnXhB^ z*SxgvR=peEmQhC@|T zKj{6)msFTNu}W@rX!_UR+XWN%f`VOS;=gN49+cv-A3u~OK zZ+e^90_&6>+xc}>-OqE88vFh+__(Qo4QQ9loW1{OX5P2eX-WHGF8})~dJ4zIl&89^(rLPsx5=}*R0q6ZvT~egJj}@!16P*0?=8-x`bJaNL*HzDV z%eL2*G9CZf|1oyMWWjH%Tgng4jlB0|q5ge~=gME%6O2KDQTR|pIr;ihlh^uJ@^3B| z1}Q7U9vye?(5&%EgND%Nyf*cUix3& z?xH@WoN!2ysya6;{MLq7duD^H;l#N&z?z#Tf9Ghd zDtT7&bftX5Sy0A5-g>yFlB4HboYMt z_Wk?GeD3qFSNIR4fyT)mA98fN^mhO1Sz-UR?t|JdYa%$G3wXOd3)*;YYtq%-oMJ0C z9G@tu^8!A(^nB5>RWH77jPtMkucl-ScKzaxEx|?Mx8~ej4=H6Fy!KmNuPfbFSIXx6 z3zTAn1wbiAcF)HE{*^OIB0n#GcZdy?IUXNMba)nh*?;dmdr-g7C1O1!;Hyg4eO=`@ zB^p#ny$*#f1KKxxZbyjz{E|agQ1Z)ey~_K>#=jxC<*dic@aMPIzdF7LR0)1t4H5_S z$!q65b=FFIzV7VIzpu{Jf!hyCnx*yL^S6GRzGvoNSU&x-y7+B)`s?uYZ>vE?YsZFo z)jiyPX|{{n`_>r?Uxt)ziJ*ka<$3+f*^2Bhe_rTXmpUD4n_9rPv2BUTn&RAu^z4Xq zvo*#ZpeEMFdZ|9^QMgPHQ02v7lIbZP1P|64bgTc17C1HVv`Lma+w|oUHihKRw?&pbFCEM@qoST+*+-ftpXyrTku_-gmtRcj72r*#;3?b|wM?|Yn{k%luprTqUg!j87NulcZb%GwIu-LqScjv#$J&WG|$K<8HGGr_Pti3H|$JYDC;puPR&(wuf zN^MKFtSQco{QA2P)KS{ZdrYbG1a|HYW$_OHFU zM*-x8lv)4!l*@c)RV`Oj?f}hS%$m6Dj7O@JbZyZUB~d@O3tO(;ILR?9?8xp1Dbu#s zzj!h0=DcmE)DxVW)`@-ujR@TT|8kaNcvlsu`M4n4b&m5I#mv(awv>AGWUtkpGvPrH zqiLBFNb$Pn`FkgvSiI3n*)v7mOhqGF5Zp8Vde_7xt;k_-usTQxG=mc)IVq(5$cbya z4smj>JJtmrfUFR|qi%gaGOkYQO|!*Q;SGw8ce{Sg!kiM3- z^QEhbhP$?|D{yMswe{G!i7chsk75h5-fmV)DaqW>z2GFs^}8Uh_nqbT{AI>hySY6J zazSpFe0jR(OQ~B=?pp00&(#|z3vOB4VSa2k-@Tc#3X6Ad{q^`;aCwq(6Ii!}a6t!TLMrK6^ZQdffB6S^X;{+uwdKS(5v; zu5bIBE1aCK!j4!Tk(#uT=VV0tkr&r?9kQJCU=`yIXySGM{diu_yWg!(WIQiy|Ht31 z=y?B^JfHI?S-<;M-(Oy}E_G_!CtAq2u`NZ*+32dG;l5C<9FKya?B2N(7Ua9`;r2Vn zZ*H`!(I|#j`yRI)m2_Z3%+l< zeAYUDt=n~2EE1kkvM@5|`f(Xv9Xqou#C z1+7i<0JY|1|D@y}nRIdMNjooxvLvTV4g3Dov)rCwq7d_Y|D2x9vCp{TKSQRj5QFe- zt=ixLA<*!()sMj3kIwGbzhs%u-z6+9bYc4c{seUug_z&(x1X&SX3g=4*a69a9$w(l z>$mqo-OYj`?MI+__Uj9I?@e4%^(S<-u=%`Sj5m5VWfj|~6Bzglj2caOEk zt6Hm<2^YOA+9NIpc3oR0wzgMvE$@kQ^*!%vAs{6 z#SLgP(!%TTtt)Mz*Xu!Z9_;7RT_K~qZ<#H!-?cE$F9QW}^W7}r9ar-$_QmU5wkcox zPjz4Faz7hL)mkwnZ|lmttE}d@YR#$G5DghcYT8@DBg0>F;p+ba3I1)Xd=oAVfr`0fi?^)u%?SOyF-2|bO5auM)^G7>73PnTXZQ#zm$|<^GAy?F@G$KE;Y6Do z3(Xpx_dYV*UcX(y>SIDXxaFnuF~ht4)-}G+>FTjd4jpU$0I5W|%N_+5O81L>dH=e7 zafN`Lp3E`jt(VVMX9VsImgWaH`g+|n{cqoz_ey_WcZkJDh8oCDsiwUZCNlgr%fKP@ zZCUOE-~W#;emVSh|I{@(HaBKNQj(2V{;g~GLc%MfKmk-8d9U#Va9N!)tG!Ba12C~Whv=S#~Qb`_?8?&_D!e5~D}HX>Y}c zKbNPi1qETD&8(N#zE^oah%S2tHdrR9*FDqs_N`g3zDxlpYg0(FhG;tj*S4>nzg#ci z^fkyJ_M?ej*|V~;SE*m_4!KbQngjs#UXSq~{Pp=o@QzBONB;{%_(21j6(zaX{c_XK z+X_Vo!;*+^aISA@*>@#TKbsq~gb;!6uxekOMGt%QWtMAO-tW3?V0GD6$Qz=|*Im;$ zSl4&*)McGZH6OxuC|Z2&y8V7yRq<@TX`t|LfB8bXxbw#}TdSK1$)F-)bD-4a5b5CB zXHS$w{mgF6fY@~~&P*tsSxlzlZ@~;+vt^t;ng93Z{H$hKBg}6GkL(%CZq0aQud!@ zS)J9fx{OQp`>y=VOH70%`_{}=tt;>S2MxIJi!FmL?GL^`JJ+5&5ESm;%J09P6uo}? zGEnjLJF){*9(R?&S+G>MAE|r>(%CaVk--n4h2DS8+X~Y{#8HLOnx)}*SlPYh;C4mkUizkyxMcW6efYHbdKsk zQ0|^^sk>~ec`-4j$y^3q1-Sd9E%VD^Y54JBs?s7ud){4`9a~U?=SDE9y zhEd~hTKMm?=YE~#(|KTj&<~^#++Uilx8Tc_?die?xF&-}i5Y{9`@TN5Pziht;XK zdC#>nb$ftg#MePnX?K*%t6IJ85DRgxJzW~PdqD++RmJA6d%@Z{OgCIXK2%SbwfpC@ zI}(>RcB_DUge+6^Hm#0bVz;4uBG+??1KurVZg|ER+9d!%Kt?*gI^eDodm5&pTS_(WGiuS z%C2YCsY~~_fU*_S4GvJYVwvK$VSVp{x(?8=_W|`&%5kjLoC(Si4?m{O|Jw|B}$Y0nj1PfTN4eO^Scr}JQ=hPa`7)NmpiaosyeI* zG#149;?i5QGq1wI(f@`868-8ouKNYd7u)U8I+>xY$=2EtG-AqbZ*AA$_8ny18bl}Yk-c**kn7UwJ3B_Qu5sNdKutOA;Bt`~k#!~MZ%I>_?lt%q5@ z+*fYc-IsXYZvr&xtq$%hYuZ~1c3t^FKc*X;LibpIA7_X=xhY-U1Drt5{f}IbuId3^ zQNpM(H6dR6;61H_a!c;nA1goT#}L5@S^==&NZ8`U26n49B%y$V&~h+cZCyFm)w2M z*#s`DW81I2=()2z#NuwcEGR7Q{Qdb`|6c2Z16Hu$dv##pwZ^I=QA-Z}WP2b9(KYvD z@P@yx842PbEf@Y7o~?avmztR%3JJlx`k@a3Ry&x!>JG8E`&@bsv@Nte;rZ$LwhEx; z)A!%+PrkUnnJ4FaBr_x!zI*dpT#*X6o*l8|&`Z1f2YkRaouvKOy*J-&W(H;IH+A;B z^+Go+zks-)vkSgW=POttyTI;c(L}E0e`}hJz=4qd=gRlA+vk}kd?-v@|M&6#rFKip zB#zJitbE`A6U0lmt&bQCJr@#R*_hT@q(zH;w_v|at^AZxiyMvOE z&Rco!@8;Lu`M;kLzvR%i`Ov1TaUIvT>9xw;5L=el<=vf`0OF}XmPyL3*Zg-Z>Q8Uj zpI)7R&}z#1@$!V~NA{b(D%ZqV}A^3`zK!YLo?v2{TsvTtHf`EM$;J1Gc8#Q>LA6k z-+w9O;=gtSXTopyA3F+WG_2g)d%xc5c>^@mO&OQ|lg|FTd{@;(E_Fs5?g`LQ+x_)r zeoQwQ`f?Z`Y5eF#QoFyS!^W2AFrPdq$2IXo8P|9Fg zVrQCpA#y6H>&Wn}0n~0{T*@w!&2JIKZ}G{*0kr>*=?1gVJ=W#dBIOsY+rSCR6(H~Z zyY}z<3-j3wVUX-NsbOVEWAIug_ti}5^VmFo=-p6jfG*}YT(Hi7bH)uekTca1B+}}Y zUK}xlq+Q{FTL)HdYqXkMHIeJLuE9qW2j~I@Ikws*--1CUssJdncpbQKrhYopxvd9| zIKgys9b75a^vmWDxC*>4X|quPTz)Q}y-xJUgszpv@1)m!Pc%Ms4OHAHC_i31GuZt5 zF1s($Wv^0N)+#=fNjmG1$-DfPl;1TezZ_omZEf&yUERK;eP507N|Ac6PGKRj?v{RT zcg4(G?|1s0q`>EnIzbOxTJrVP_HdOs9ZK4G=Qx_q?ay`PawgUrHRs-#0`~cn^H%-l@29l*YJ#iVmJ~hT zmoc-0zFKvM&6sc|$1B}zDQNir!Tb3s=}tkRXFRWd4gQ{JWVG2^wI=4q`4bhh+soeF zj=Qc`ciJ!44U+MdmwM05o^BOA-DJr*zj(t&qwnpw(jM~1w{xrHL(5sl zx5GfWtEcDx+6zxpTTnHpXGf7pjp0NkIbm&x3;`u<`-L8urKSz7D$aF8};17q_TQf z#o=J>9G8eKpa^$Knelt$d-u=9kc{dI(tg%MGwONNmUCfS&e_ZaEl&F!dU(;)4|+SK zzbyaO99#k*-O`PTDqZU&iZE#ov$r z7mD8dbOk(H1ztj+pnU)H#Fd%L&s7$@Ju?feeaAVEYHgF(_v=F>4QFj#XCS$9<4F$4 z=>xF^?|t}JXz%iS-eLch`9jYhes)R6nwT4>PkgCg>3#P?{r=mf7xHheJjnqb&rMsR zX&f}$YcG4jM6S=V&Cnq^)_$vR?IITaHj}sK3pY&yjpZsR)?Tk)e<&|D`H9EgV0A@} zNYH?+(=8*#+_?hEk*~SHLg3M=2Z8Dywo4Rl&j0-6?d_HYNv<_979J-q@NPHsjeRZS z9I#Odyj;jBXy$|v^&=Xf!O(dJIoE>EaENVx_9rAb+@je1$=}-@3lc$kJ5JP_ALrff zIQ4#X*(((}h(^c6u`EDN?hxUHxi&e^ao!Vn(Roa{+IsS(jFs zZMRaqw#qEQ?7ty&{OsT}oyUr-&9!n<_S8$a zE6uhBUzOh>wsM0VXl2!8fwEOC zR6eYSln+%`mwj7R#kvhtK2(Q-d-!>5?`7S!KHqxnJbB)qZ*ic-QAe|cyRJTbKYjPl zYxhf(UVy9OqgvpqSTk&P)S6e4-;_kp6}BAJdI*ZH>kGG**-Z?&Q=<0~Tr7q`XT+cH zoBhQzAJk+K3|kFqvM4W&%FWukYWqd~poeodZi<48v^A+eH@~;*z&b&N{QGJxS0UlH zY@76c=dyEd5o;k0btkW_x2|Mu-I%pCaqF!IM?&vF*L}|QyI1w%#hlq@sq$vZI-oTG zea4s0=Vqsz1-tq!#MPPMvu~|?)i2W>VsYOjCmh@}*v+R~nXVjq^sF6Mv>n52(5yFj z9)H=nN}jmAp!I0spvHrX*WO!KszTMb>jXWNaf?_FDH0DpGymEy(qpCncxC>5#GL4U zSKUc|Otq)|=C*8z1Fd@C)cl$i{5o{++tP_#&lNzE?Vus(*BAEuOe=L=ZM=OxczPfK zR2!T-VJ`pf{T^O!$eN~;9?@Lawu!Cj6T*1o=w7w4wMc;}||{*Q0>f|m7Y zUo#6^^Vz0!uKn{hsYfAWYm%Cx+0ok9u4!GHroIj~IDGJ|Z+&~s3@-PL+tx%xgI8%B zmz2!E`~CH?RTEKc&DAXBI;y}|0B ziPh%<*=}A(Z(Zx!y0vR7EBjCX4U+}Kz^e@;_b9us>Pov1F9}PWqS@SCrSpQl9^2d~ zzJ_A;+K8{^pIxK&&x+c#?OWR((D4kDK=aoY%C)o9o=XaU1ueEr z1*H*5P2KG1=xf)au8Fxku|MeNc4HH$m1wnPwsGl_RT-0N#RT{5z0Th*nRxzI+q|#( z%A55cMPFM3E>5H-25sK9HSOwt&%=`E#+a?XKv2 z{p^fC>*e{356v=do%MD0L^a>-`$Hpg-6A$aGPRr6*;!doY`j&AX2{TzCD8YF{o z`<2G}o>j_$gELaA0?S~hxOLS(; zm0m9-eeFmaD18_xKK@?)Y}%Ld{_StBc!CymSss}+;nId>w>G@m{!>ZR&&lDyy~@|% za`&KmtnIgji(k))t`UaoSHArAcc`(IVB$eYeiqbZ&0fX2+Abh{BG>aAQTdY4WOXGS z@XFGQ#>!V;wB7TQ@zjYB<^~1T0` zRccf0;i&K#(K8_B7ieY0jngOo)F)r>Tlu;EgKrKbuvC>}Gb482+VF}wRea?JNyQrR z9Al@7es0b`-nKRQFsQPdGI8DPrr!sw&ER3Zp=@j7+ck-AZ)_;DnK%`8 z0EzsZtshr)ox8K}19%+`FL?2^+pm?o&)z#Sv5yzlbud{In;Y>}(!M+7#_3snEN|vQ z53OiF7x`z+suz>(_J2SWWQTkH*zPyy-Sy`OIAw}L!fa*4?x>BgidTxSEa+4IF=Mrq z^?lPdpfIoa?9$L4vShY$r1i8lvfkh@@9|mbe{b#s5DzpU11d{)M{Rl)16s=4vmpg( zGmq}`Rf~+fUqI^llMt^L{^6_G_p)T&_BU6+C6DEiSrdacm2FMAdiyA-8J}ITl>xR( zVs7#0(AbA}U)0^<>ghe#u>*}iSrfZ9@+)`sM6Tx+hlCLeEYHmp zxSv^`;})^GY)vGn-(_sHwRYBC`E09i@POZ3wl)3jn)J6fHiJ4peadelLHjE{{qYDj zd~xOxcp=RjsNVbkEfP>u@6znHG;;XLh`?luSg@dkIIc^;HS#Lk)0Cj+VRCgwv zk9@t|eD#K^tk#nr=jVZPnuhY_wKJviBcIPRg~Ytuk}GR!*G5*aj;y{0UZUBtAq}*S z=$YU%{@{h%ciDes-XNHG78L9<6F;7ocJKcJTXwFzG!3-ue1ErI(8H7#^-bSwCW4w~ z;&Y_jH(wJqe{Oewo@w@Za7kvMTz@*F`uo){InX8RO5oMgtDfKJ4!NOyf1a*3WLhHa zL!azQZL3(e4=Y8@lyX3U)~9^Q_wEw=&HGd5`?*AH0u8=*OqsNGy7arXDQ_b;eY5F@ zC-v{|&aKv(^i%ZTO8JIfP=$27^>N3U;Kh^I-{0h|t_WT(mhI$q^w#yR(CKxc{Rtfn z&U+z;!mexnE_XUAoafy6N?Yw~^F+bf#3^W&`uB-lu*L3YA&cF=g>C%yAmBe|S)bCH z2=JuHtmSU6xIQ1)0*-3%nyEfxqn_;>3+3+K-i%mdw{^YfYP;YZa1t{HB{9&7tAo3b zPh6E$B$o0va^p9!UOwYXciHOqo&`AqwAu!=inexb#8)lQd^f1&09_OLV$RcttGn*q z(ftX|*1pq`WlgZT8Vy(MNAJKl`J8<0OZFD!7XOaL?bg^yrH< zCvR;|dKVZtp5hI0{-foYn$rdLKN0&VOI& z(Ix%rby=+^PaNn1B`gc&*k8Lh9=mtYaziq#W8YW0LU#2zt$0xL!1`LFETm(;wb{1s zis;GH91x+$hYH>HxeJy%c7hZ@{9Cfd`EA74hnk=bnh#e(tBrOui`Ti=^4Ax#+&a)# zns6MHBxg)q__Mq7p3yh(cmTXj<2X+yRrNK4*w^_9>dHEikT@!DkNf-W%$x(u!)}1u zIW;jB=RC~6&E5I+hc2jPFb&i)NL#XHjdN~fX)B}{N`)6glQ%DL3B6cab^ZyswZ9Eq zO-jyOelNBpB>}nxL{iiCbwG94UoWtStFJZMLOgtTj{4SXqHhyqZylId3R1kIV8%p4 z-hXTNF;~M{QZFOhZ*6{cr^{9A&DQq^f+Jz;UO(7mhkpDXo^5;xrghFl%N>8SK*prZ zab5$n(>Z#{A9RLAgWFL*PVRJFzi!6Yp!CCIqLy&HE8`} zu}tE5s}1R(q{XWKS*5dm<%P>@!Px;^^7R=T^&h@qb$Kp3wA7q5apRXY$!{Sg?(B(z zA&6ys@8`UpwQ7;Ed4}y*W&=q{*ucrVf4jRcr=_GI1$IRBwTo5P1Y@4tAN*$F1UW#J zZ{Ky+#URH&d4%x!xf2%UCwKqN!qhwwx>;wk;I}oRa(kaI4i&9k|LZxpssk6fi+gI; zXIa%3J_o6Uq)xEILk&U84_nkX_q_q9uY)I}r)*uf+3;^$7>F!^@-FF1Y8 zgQPF8X7|^T?ggOz1E9bKpAEJDdHuO^-_)eDci(~6K7wLMPbO`N=ieXck5MD++Pu*7 z3!o9^{tet=c#tyh*slv+Zuzp1!7^}BZ=wA7N`JGS4kT}!hqU*ru5J9brfT(Z(5k}< zJ8fuJcBZSJe3YT(_7}ZxB0)y>bGJ)o{@<6`^P?KPKPny4WVd}CQ609mt{aqr(q(Ug zQ(DvH?O!}X4gJ48my-JTy8Up+hBVpav$yWIeKgy?S1;+qw7FKG>cgTvLOCew+Qw^Z z7GGVXTydqo=Y7*$XjOB}&2~xBwc=aq{QtimPIS4ksc&QI+u1L_Ex%ZDas_As4@Wd) z>CA_cYyWHAu{l)Eh zN{cF_o^wgjQhgob9VYuxNz_aUv}(=;vTE*yPuF^_GcD`EwgFaI_$4i{E|bR9M;!5p+(uusSR>LhO1?3pjL~%{__88>9*YyAG?XvPCaOI zpikpfGs~vm&M&9wEUZ>Zn17(VBE3f?`S5MW2AkR|Yu7B=6-TM&;7x@A@?43rLuWG* zW%Tuqwa9$Unp7n!?*49plXeBj>Xw4Nr#>+32$KJ3m-wCWzClk-!{xraEd_gL)$Fah z|90n!=*PMFkILW8Le`3%z6CG)~1)NXSI7CZdOALQjktL+y{_c^M}{3? ztIg~azYE^)fLPyCuzOZVtZsKi`=UeN&xdDRIl-}gHIKgDu^ySXS(C~{{cB`HB*LYd z{2O|E3U-6szbWq9sdvnF_Avc>XLZEsb}!Rx`Z`IiaPO%PXFfhkI&&g$z1qs~K>N~w z#5wLis@Cw#w|r+QSCDaS-N!|X4tgF{{{MCvDAKA-1@}gYXX-G0BVV<^QLd=; zb4B>(E30?BD`Xe7Qkr=_G1Yzk&x^LlnIGJ`_06j+UUIu~PQ&HCy*&msH#f|lSX8@Y z=lhzaMw52NLt-xN$&2vKUsgx{zIx_wmKxWWBmH)t7gzVOA1F<%d91xV+*$?Z_=B@L z6ZU3nL~lsbi;$dW85h$dX~}g>hgEytPpcIMMu%9lpEXT=IPWoILC-PW)hkZySaj+{ zyZzf6y&U3eW^!CJ68pH1cX{2alQA2NY>M~nkWelXSrf?>79+W{nM+wI25c-Su^t!t zeyqBQYir(F6z$ViuE_oq@qw#XO7LOR)Q8~ons7E~!y}dHpm-}dIIC01w)jr54MX3- ziksS6n@Wuj{mpt-H}&D^w!a-$Qg{C|&U4$52=TSslZ=SXCTn(VaRjB;A1v3-sBbX3 zQ*86#!RC)X%380ybnC60JeN8j64gFDomX0MW!L;yt8!oO;<;I|>g1h`5Dz#Pm8^-h zy0%6(`&r-Ahr$WUDj=B$4<>IsxM;Rvq)3QnK;ka{@IBPj5m{h7n*8?{Zc zT3VvR+Qh|^J^H4ZdY|s{XOj)dXr9)&)TXfJS?_ll{)X$%Jsu}1?+U;Fv>%-CdkRj^ z%00a+b%{>$ZMT@h*Id0)k`JeW0%69)#i?g6ZF*ESMK(l2T_`V7(hd{`4=ya)7~Q*K z#fK=XPxtd~ZIl+&i`=Xm`CojZ$n9gdI#r5KLK0ukiNH;1nvsQbAM$DST;`a*W~Rp( zWBXmtD;Q$Lk7>u>+#9tg`w1lHMqkT`zNV|Z@#MlyX6H}e*#r)Qh_sZy*}v=E-r0Bb zXq?v4zLM#ZG*z(b%S`#Z#WoDAJ3-*}nP&$`UW>0|2QJhxR^+b+)F)|U>I zTnH{Z(o|%Om2_5HMVAL8rnE$b!F4Z=yD7OV+}Oa~?m*`8Jhv68wF&0RrJ-SpFGU}v zE_QQUk-D^^&@gR@P1=$vl7Z7g!z3gZP76&cwRS2z|B=B$>i5+XTwfm;e|qR|U8d}$ z`{0+$$%GYdCdR@x& z0$gM+oc6VGZ^sj*)@3@2b|p{kl@eSyZR#UXB77w=(aX&xGAwf8y9iY?C8y;ZFC7Er zAKzqGmy-K0Rw|c(imsl3v%e06xgGNNjczl&toWjQ-=;ui<&e!mdv-_|2gw@;o$k>% ztEJs@nd9mjA?f9Ut0Fb!7>)<|>rWDu^na}^|8GmOxl+g`yA9G4f3rWZ%rsY$HdS&` z)jkR;_0JkA_4ag3TC?d;2glSkLehc@Cry3C$UcAV<&GIAR_$N8@bLVyH*PIj*VxOH zH{JUY>bfvodLqaRT@WvPlb9Ih=As!Ends8um$DRIfZSNiwyXaabG#KK{F7=E^py+u z8nw+Ru)8iQWoqOk3btSQ<&23c#*0K&uQ7P%_QHr!WPasiPyw{;qIR_7ci(_u_ZJMy zWp_(1?EBhyw`Yr?iQ$W@55WY)zx}wF9!+htvD2``Bfo zE(tTIxHb!$y8XNDYyC~>5GWhE1kHWrmj6_H_7%oNaOz`wq7l(7vc{47+5uMW!|Dgz z96)s%L(Tv0D~y(5DtoILWId z8w|?shozPz^4{9OmKVW1ae;c@d71Ar{1#ho?Yh>{xuz=Eq!()pO$F2DZ$Ii=5>FiF4duIDr!`*!uP1Qh#q~@8+)()0Ta(CD~m0NP3*v zn^cvMvyXL>?rbVL3MqZgoCw^=wldEl5W#tkv?W5`UDnJ!)=Gx^_mffQ7x4A*G ze#iMeIX6yw#BOWd`Gg}E;rOFcOOlRmeHk8Yh0ZY=R?A5K5u=CUJEbcg4);9iq88LOd| z??~j`mw5K-w?)S)f`wrfNXil$scS(}VKq}PI<}tUIIMo)m&u`m^B);3#N6CmT#x6emu(Sc$fGWaNTu0s_6JBknS6|mbrzk z3768nkRolR9J9%&=H`aE6Srw}2Rw~<(O(0~G&@pKL8aakjYx0JNN?RpZzZe$TsKZ| z+x%d8E}ep)8ew0~4PMWTYwh=?&ff{oxWd7?eGRD9GC@W+ zTT@qiUBgAk)+J#6YL6c2D#!o(@$XZSwe9_R^*>Ml{=9wq>(9rxUze}1`E~sC``3m?{a?TT`0>}< z-}C?P-@DiTUwHk$FSl>M{r2s=ef_V0pZ;v0-v8S_JAeQFy?4LK@5|x+|EuWt_20|4 z_g|kbzy0~`*SGuU+wb3Bd&h2GeExj4!~SyV!INGXq1E6axb<0|P@vj(%}TWln0bUPW%s-N@Md*#;ti zwL8A^G4b+-c3g2=Ws*5tYb$^Ci*8|_jVZ}&%e;QQe!gDd(z8oTUb`DD;<|nP`Mk%k zyK`Uc5Yz5@FDAjAeljCa{hd?Cr%Rt-{bVu@sei1hw?y@^sIybp>N~4Xb1mKyrr@^s zz<1?-#h@LN3omYvR?A91H`_@i?}C}-vv0P(cN|OJSslAOWw}LR_@^q1eC6jH zRZX5=`qt{6-!q^& z|3!}Vp&RyR?YYSQNzQ3e{wqzTDS7s;n-Y!mCJOA(%1b%gQ1aS)w(kA)UY1w(IIVUx zDEaPwWzM9KiO(+QojLR5OpdZ<(4Hejy&XQguNQs~TckB#^hZ8|aSWHs=QG;%_m`e8@RHg#UrA%a zHU;&}KFz(sef8;YeR!9APQ7;XWbM{|@!UYa^}15#+ZJ)`de`%L-TjNVWu`xw*!|kA zZ^ebL_PpXhwjGj;eD%xdwnoDp_J-=6XBKT*vRd2gQ&XbxpS_am$y<(Da>q?nKe_DM zvz<8yiVEwFOjY=t*UfdwsJWES-z9y^MN6BsxdBnE?nJf8M8;jx{?GmY|+HuXiH z|G1RMeZ743qU79;bBp6b&-=TmZ&@X$uqyxN>%#hw#D=i{^_f8M$=dNCSuTl8>^j}&o)^=&U3!6lC`%SvE(!scE``%M=n&$$XkJe`U-0}Un z+)kA}cYU;})a~rxe+$oD|8_S@e!1#Q+W`OE(0x3m_quATGmjKcuKda3qi{-sak5cU z%mN;P)B=U;|1H)D+UO;-i1wAub~DIgSX58K{@Si`_vh$E~g(@kmDfCWllnV)gjbR071W1MWnWOPWt zWF`By<1D8FoE(BBX7zr#S@&%1cgy_G_m`ZEN6p6D-CuVdU|?VnV`5<7W?*25FG|fR z*4G1(b0>M{F&XkWtQSg+_gQ&_$#Bh$4bC0hJ35~)o_S74aVO8&)zxDb!FDv^=sbzS#J7a*_qE@ z6(%flcP-HQGI5DdciEKncJuD;Tk?5na?+NH`!D`~zOX{X_UHb&21`3HU3cYF%ir*m z71g6UPxeprV`N~6WMW|8hm=?4`9;}D`T5zP600{b*8h-$z#r|id$YNvggBqNE}9@= zn)Kl3t=pG)zhAtQtNG#e-ECrq`+k&|8&AJ^b7$n^KX%1=^0K|#5?=)e3WZ*_;H%_x zYl{wVOkG=W&m-wY`9^K7Gl>sB-D+4`F-K+cjpk`B=h}o;D^zX&U(tH1Ib2ahfl)5xwpj2wfwq*QnMKEJjbO_Oz1NGIOjljYnkk`@Ky1>l{>Uf`A=lsA9R0P^YkVr-4)?x+-nc8KK;Z0cH=8= z-K@3plKXCot6x>U{=xh+T2*2E`th!{3=9mv85tO)AVCjFX2=l$PI6l(+VV9U@U*TM zddeWN;>tp%WqNBw#XFjQ3O2fITz%-R^g#v>*m)bB5Zf z)Z=gD7?xPeh`L^TD5BQ;b@3yGT5i9Wj$1i0W$qu8m)vxs&nHlq@4w=$WiL(b*4Fh~ zeB?K%StGx~IYm?JY4nqrLpk5f4n|GVn6Omib(PF5fV<^L?BZwhlk!XQ`)_aZTCkCKs`uh!-@X_B zQC+<~ndOXCx@}mcvxt1F!_|h#5p5jvluJGQg#Is^+Yz+2i2YIB&Kd!&3MPNnuTnp& zwl+q+(@i}uo4=TI-znjUGnh1!we#_#2VeQUKDuh`EIM)Um`hB7)4a~j z9g1JHABOy>YM9c~mZL4a*W-BRqRmV%GZ;^wmP+5nQ<^LCV!^jQZ?7KCCCAtr=IFX# zJSuAPaYEvsduQ_!ChYWhawV5b@a9&Q`sZ_VUasyw;WXhyjOCM-l(#q4TkaL|{tC13 z|Dn93>;ucu4QJ#(m(N%K8!c7Izwqz->TBzlPCn+(+wstLy**=qHzSh>1EO`o?&zD; z$iTp`k%56hfB^v-7(wim{N#Y5{DNZr#DW4)z@qD(=P0fPiVGel1_nWp1}JV|T+hJ3 z0N0(IUzCbXyRUtN&TUo(h6X7}R6=z#G%)^T1UGa_GE#F>^}(beHUm0yat)IrnHVN* z5N42o>1JSH*w)C(0X6`X@QX82Q%j2V!4y_g&|6qAgBlp;CNiP6x6lIsy;MhNO-W@! zF5}TPqL-2gjlOAMJ3%gom6_<8(epV%^NDn@W*oU5-5m6+gfM4q1{1c772wUv22#Yy Rz{z08#K7<~lZk$<%PwSRFvdYWaQ-KK!z}~va+(XvGZ|o z@X3h?ipY@+{vTiv|EDQ{cwTw*63@n1ILW+itY{G$w>`H|qMvW5}awt1(JSZA; z@q>zSQc)8pmzcPOq?D?fx`w8fiK&^ng{76Vi>sTvho@I?NN8AiL}XNQN@`kqMrKxV zNoiSmMP*fUOKV$uM`zch$y26In?7UatVN5LEM2yI#mZHiHgDOwZTpU$yAB;ba`f2o z6DLnyx_ss8wd*%--g@}x@sp>|p1*kc>f@)+U%r0({^RE_kiQrin8CgR5fG1|`Ad+2 ziIItgg_(sNL#Nz~4os{_Ry;>bO1x z-CnojgUE)r(JzBC^6x7IG%GF}B}LyxDj{c_Ukc>5KJ~?X&!E z^}Rnd>+AideX`wUSJp}#uV3ZW{#_ggEOW$UlhL%ZXiocxj(fjPJS^%lx$-c`jo5 zba{>#3q!o@)lL3M+VAIDeY+fZ`R!J2?v8i4dW#|#%rc%jQG#g=e}N-ggZiR<`hS<$ zXX}PtkK6rW`=Ot?585u?lJ3o192pfZW6)w2qVXhO;rTW;&X3XcBL6N~9o_!z>9n;U z&0bw>`&gKfZ+E^we)5y!P#0Z4c>mVv|(lO8)T`>-VaD43Sg& zp<4WyS1fYvrQZ(IzTKVrQAH;)?U=h;*kk1#3;3>e{n_@xyxY$5$NeMM?n!^x-*1y% zzv@nVM#6uFmcESbEJ1HS+pJp5wd7NE_|p1ATmEjUf1&!={*TV%{|rxNG5r45_2c)q z>JR2`4VTm;T-YivfA7aUf8Imszq9WCn5nl&;h=)=Ma~=B&jtVRic8-`lsm=i7fMyEZ9v`K-eFzw;Nb{m8|XbB8B?^Q0Ru=hbRIum2HQzs>(I zb4~hxhL)82KfPf8&yiF9yI_B2Jny}w{T*BH`n&C_IMT`bpP_wi?voUihJ$eo9w(IT zj_rH=ciz|i0u_@V9B(VVFLGAp*U_&FXFUpUOwym8+q=~vfGby-AtmAa0=`dOhd=7~ z)Tln3JD;@&4BS$a<0J%=;XspR7q0K41CKk z?b-k6{#))3j}P3F+r4AkN4eSSvYE`pX4TCv*u42<{}f9nm+X0-Dl#Q34+7ZN2gd9D zJA7aCPwhwbu#X{jCfD1R%l4R^&slViqh`}vh5WA>OP*)Eo;USNd)L;z_J`x7uIzDK zb^2+<%WIcn&K+KNB*;T<$zz6civ_$|+Ml~>qaXcec$Cr*^>Vy+2C30zyE4|~ zB%TwmyHLLI>%pYr28ILOkssC{`_FLm^3h*4+swD~ZRR&qzpOIt(Wxhz(u*f@^?a4& zS-e8wJA?d^kZ}7CkB=lDy~lE~#`~M6&i#Nbo=dhDIJP<2l{}v(A^0QQ(ScPYkYX%9 zH-7v2*3w$_$7}yHbiB)5`tQtjh3%8BJ4*$D|~U_`u0EOe>d5%7B0FO z`D44+l`qjR7J59LbWhNBqXOg9TjdRfb9eh$rChK7DE+wqpmc0ML`n;)UMQw0_<#W#75eZ4REA+nU~A{Gg9P{>Z(pFTd?FoBbjGLD=Ht1!v1`=eL{e zzP&qbPw6Blhe~&oe`&-H$eZO2=O(oPfx)nF5l%C>WnaX8*BmAW; zL(Svg0d;35)dYR?ZSS-(tzY`$`#*2jl_npz=@qz7`_G_YnPAT3pRjmqkFCG)I{u?x>(cvCZXai_P~3U@ndsIXY;He2 zS#tY)YBiXj>)(iecy99J^i$Mms`SkrR(>v z20NSo3{CBSEH5cuGC5Xb-7@{Ru#|P_(*4~^(<+}&P$^Wp%XH>UMF7J|^`&)v^SkZ28U8a&n*QMY zAGzrIkEK6nr#}48@Wb2ARK3ma`ZxQx`2w}wZ{^}=KCPVm=I(aoGUGWZ>DTtn$iI=e zZSH;%M%%^<1@>PSHQ3z#cJ*Ug`$y%+VYB(0)THj;{PJSUN8MR7S&ux6luoJm{UASp z3>#Joyjq$7RKj%+uKan{8^Y?5VT%lT~(mA5_vm)pe%m3_J7Q+Wr3-c-=p! z|7)NBXUV<)3?FCx@cvft!EEwJIP90v=^Pyt> zy8REk_KDSBs6ST!Lo)Y2!-+49uj_gL8U8W<(Y+=nQ;zqe{I|Jp_wL*|O@CvI^EQK1 zOE;@z@#`#Rcs}d&-&K1eAMvx)@Ll`k`LO#x!-lMFo1!_=KLy1ueBLYlv^3Q+OnKtH zRW-tY=hsMnn0{n>)%SK&+q!qp-krI5V*2MpF9dekIe1KXu3`P_W87{BdEL6h`^D@O zYCNv(@y~zkTmL&qTROXZTl~g@e8Ic{Lip$3*(u(bNjfi{%6S0@0~Th&!!;iz31k+d0Tl8yqS6a*XqzO4(!UC)>&;Z z{lzb(lCh#|RTo2OU<3Pt^=5x(?%@KZ+TjozwVSKK$O+P%ZxX!4vB^@{Oa|1R1wUH&Ik z6LzIWap}Fgakp-{GOxLAUB0nm>bbH8tF3jbu0K2f_VRxQb=CFt*Y_^}H+d;TUE`}? zy!*TAq+)(#y~|A4ezl}+)3k_GFhREcZ?*e>h6P=p^>6e4^WA>T{_A`Ge^Xo?n$&i`j{nzncLx0hF*Uf!Rso2C)5a^KEv+miULeO5iGQ#AZ>z2`r} zL6iC?mXGUyecSw>;lk4O@qhQ~EZO~cZmH(tAlJEH*Svqj(`Y}ti{YpJx9T5H`466F zd;KwUmQYsJzqO@;?sK~iiUclB*k+ezJ$J)m*>lzMfgjl4Zd@}rPok#uVXg6RGk0#) zV^dT-71@7mv)=coDz$!T?0<%)!U})KJ)1wOcjxQ8eYZ6_d&XPcSs^^R6P7(oJ@0g+ zao&!Ya?AdIT(%E$nNHdB{8)7E+`a2zyXR$RPwQmbdP-}xwwcvboAh-)1prEb5{d|M<`F?egFGdmJCx3weGNKJZO8*0%obohv$>YKEchslHw@s|k z{E?jgu(@D*_<7~nSHj0QJk<*rZ_g`h4Gr**-Fe`g_Qi|^{H^=5{BLeQ^2@(_-Jik_ z_x*QVF}c0+?45044u6*&ODZ?)W!GulDP0-!Sc2iY`O>{>m=lWsp_hH^lhJR-_Y>iIwWXOHRekOXOj;H#S$Y*zBDiHt}SEb#l$bnZ`e!?e}}Jfd8z1+kTchtv`t$!@sTD%C<5y zwOFD0Zhm<9>Geg8|1zUxcnYk9SnE1}$RCz+Z?;ig_9NM8`zMpXc7h^am1*xH`^%EN zh3`y`4hdj?y8W>JPb+`^{|q-C^8cIK_1AMz7sH>2fA_pums_8)*RS$%YTu`0*D^R| zj5u0S`hN%+{Ly~1o-@0uzN0>Mc5SfFPH_SARynlm%tMoysYeT&JoGk1Nmm&i^AfzN`KV!-w>LjCcMs zd~&V*&)~{X_78S%x0s_wNs5p(jpb`;YYHKcb$yf9P#nEP8I` z`nx+qcZSBiZLHd6zTM|(!^r?X2fOCWDV1AZXQo)sedw0llQO|LevbWi|37o4?fuUX z_ig?!zp1~xx>j^`Foa4ll!!Z1^AK${(sqHol!X?KIbJ9!crdma^T3Y4%YsG!`{*Q32biA1td=|0p+I_xm5U zT}RiQJQHp6Qr;re^4!P2?=Nlp&+t&>qy1kI-sFG3CjV#XyAsd(pW#W^&i@SSum5Mb zAhf&d$!@EhKI4Ca{=)wmE;?MZf4|cH$6NUiT@~~Hb+K*y&rs|6pW%4+=0)8bHd&ni z;cDampTU(m;y=T_CI1;7Z>c||`KbPvhSc%DU)BFJ$gVrrrFZDWV|!FfFaBrXSl;=c z;l+Y%`R`Ze|0&yTrLmh^x#vGaOYo8Z3||6F`+vXk|7Y#~M`@n=e}+YkYwGU@)qlM8 z=Eb5nI)lV*5q5mrKH7JboYb#>XmU+=n@`fs=O=z1T6wO#|9$w1>#QHj|GCbd|Lbr5 zUq-ETwQ0?s!u5v?AJzYo|Jwiio&P^e_dm*V>i-!Q{$~J%-IM>o;ewExTh>-gXA z>i-#J7XK6M7yi$1;XlKg`uj!oA5Xo0vG~^c9Yu>LpqtQ-Zin{zMg7@!4^QR*5T&+vt1-J@N4Cr5MwCN6U&{II%x((LGyGx-FLXH6rLlks7v7=Yy#JHVo&OBiU)R6jjD1@W&tCr| z5>x?P162Try)|t%2&6R&0TWq@A9C%O_y{YnDqC|cYIab z8nb@xp7he%NBBiNCE+-o{fGamDQJjqeAO9r_cu{b+q~yR*gc^#(R|$w}s} z{~7kpboiUStn*UDHIKWo5~-1Xj&cjG_y5@Z(01DFhpXp0`(Mdhx^rvGX{9sbDP4qzfRt}N zSR?zNVPe|zfBU2VGdOsiTYku-Y)hbPLI5n$g-ZWTcfb5hApX@hu}M?!2vxVZDPL## z@@RVOmA56iYR`lAlO>(^ruxCg1@0Se*EoI1J#t9m>kVe% zo|Dpx{xjV7Sx~q2vdc@IY?ZuqJw|JmEA$6sAO92iVcu!q4_D7ET>i>D=+3P}sT0$< zH@OB*JHV{)SbgP}rGMv_o?gCd&xb#kj1O#-?qIZkbs|B6KY52twR{xAHz|!pjjgbe zbuv<{R`0*fi(h``(El3E?dkQ7)Ao?E;OnNULhp62%66GeE?yaDb|b;*_|^Ud+mi?W zWIy*8p6eeH|HG?PPCQ^oNlUeYto=<%F1xmM0?&lY>?Up6y>;LA=x*&9d5K95lO&l} z9*=VuH7%SEDwpQp{LgURv;K>5>|F1#GKNK6nmn+4Lt-A;r10T*`-3ZPi}@yIOiw)1 zlrZ1y@s;P-XI)>f@nh#lwr7Xl#q+-?sti^*diK=crz*8azgWDg*J8>16Zdg#-|Qu^ zFTy72{OY~prpYv?Be0F{eG%t@KXp6h8ER}x^YZpM7fZX#T&xs3*v7riG3{5XgM6?1 zhx-o~%uTxX$7kuEGoGT0<@e5W_WbkhU)|K#CsuW==n@S{U@&0#vVe6_mj*12F_2c4 z@~eOR`t*3upY+@Ze~p}Ub(h>NSNd|t?&E)khCcS+?k@xXly2UB`AaO*sY`}30+K?e zvJIRuf2TLqDc$f_xn{P#Y?J5VJytClXU|nC{#>(OGIO8)hOQew7I`0cPZOy8-jwHN z++%n=>xE}*_xt7MFT_VN-M|IZ-3Zu7(ZhSGlSil$oUfSntrY3fD^D3t5&*d_PM;-_y_s0e797oO8et<__~ zkNR`IveVkWq2GVjCFPuV@#oVd@30xR+D*N6(bw8~q0E1V!*7LNAHFBP{nGoCHqXW7 zNf#!CPg5yn`2J;GQYsYmtoj(YTVO6dex`%3gt)%HX6BJr=bm!GX) zGHu7)rYEhqMoNsz%v8+f^it6<)(>`He*rOfd$aQ3!6WfNzEkKMuo^|4?!CwpgaP@q%=;jHGEN`VBI&= zu0`aPA8viux-`~sA*Tg&HqNy1K+5*qa^B6l(^gkzN)~xJYip=8&tbBB`7`wX_U!v# z472Kg2>fUG6I$#q=_XV-`KsJhnfa1YTuT&7zFn=K`7R{9?eFfm{|pPega0!eX#daf zXvOccz5f}U#g_kPXypITa5Us^Rr}|zW&0| zmH!zYIR9t(7*Y%JL*n1o{{IZ~>%0Cl7~fg3o)^udf#2R%|7+9r|IffA|DU02@#`!0 zvp@5{(W(FQ`%n1Kc~4y{@=+Xt61?(p3;*1oQJ{e$5D488InCS>pbB6(&12hINs$NJYj+&}+A;=i@e>Oa5!*#C3hZ`TU(KPpo1 z|FV_p|KY0txcHwCZ~4DwtLgt(?SEYSddK|pKOXz5d(Qu>tuy@3V0=G=uxIRcxBaU> z*#2w#%>NAM*B`TgR{d7=K|HE6et4MP|Hbnv{)fnahR5#L3+|u)Vep?J?6dvPuRo6e zIbXYI4>yWK&_eLoH#|e@jOfMoK^q*Cn%r1nrGE& zX>lrQeen6E(~?#l^b@@JbMeg;>m|>DGN9S={|xo>K?%|7`(K`0^Z)*<|EIP1w>$5j z`_1~ll_meo2c={D%KP8Sn18P0vEO7k|0F2q&g%L&2iXP2>+3I^UHPBk{&P^q|9A0l zz4?Q~L*MMxsMXEsbWi~|JNQ4t{`3DCj)v}U|0jE8YpqoFYIA3D;k9{ZnR;r*aL z^ZzsSg;uNIdA{?;#hCIxidOIc^8K3rwf8z@e)L7K@xqlIQ^@z;3 z%IB#+-u$28dhnmttZU(I_Ky$#XL!BxpVQXt-Ln5a+Q)yglh*yuP_q2xzeHD&aK$^w zO&4Ug=q1#4*R$12QTkZ#QtszJ{Wah8i2bMc&wt4t6$y;H`8g5fd>oklY)GIhLslj{ zOoA`fKfbyDzWs^NQ$N?le|-9?Zt9f!9hbiRXE0dQr9J116Ru&so!4H+iWaZEwx#~v z<*)s(ik<(tnbaS)Kcy7tD*9aB1=$zq?2>yD{~7w(|1+#x{*&wKn)OJ5b-m2`@1wf? zPioAf|Go6T{O3@Y#yaO6upt3-S{pSq&W3v<51`#Sx$pkzuXfoT^-u4g|6<*xv1sq+ zXZS{3`Dd+I)WvWG5hBZ%{AW16xqe^$gw<0&N9=!m`pREzjsFaVOCj-Q`Jz=MbgtQ< z&q2GRy(Q!-XD?d6e5GysUX$5nE~mUSPx+k`U9s+@olHgJqI)SD!~Q*-^88Co-PUuj ztLzppj_EMvPV1bJ>Q}VJw&TII&4;fpTd%RDFU#VOX=PE+irHU{Uo6_XWj*ifSxcO< zb*(a$Y-Jvb{N)zlO_%V>yBKc1GE8LgSxc2YcY9`O2Zw(6w|VLDXYnsTyUKt6kt!c# z#F~0hvf&FG*+5`6Y2BlwI!kFwntt3&#>G7n*GYN{68fw{%7F% z&!ExiDiS`YRsh@p4T^R&J$t0=+ee$t9tQ&jQfJIN5T2j@Vf9gSu}6`-y_*H+>qYjx z|5NJmH#;k$YU}=Xv2!tD_Pj0Ix35@S_vWF-+J51R?1&FUv@g8MvNx?bfq* z&a!LwY~CTMEhT30^}sT3nTZ}3y?SN33Qiqnk$2L(dF#=$@U34ZUF{^6%nI!i$y6zB z4V6^6?w$W2H!q@j=hl|_4=VZU9bB`$TBG)}L>sQ{TI_W1l4sSNy`l@(y!h2NQETZN zY3ADN>{|DoBfrjhs9_hWZ5$EO>#@@DE@&VHJRpjihG(stj#9JloLswq`m37j0{DH-?MLFxd1?a3*By|U zljd<({NJxs=C2F*7Io$LO**#8?bVCJTBnLQzOv0lS&l1j8t5v*xDqKB_Z11Ve8aX_~WsBZ&iHXAHN#Y{9N9-TY~%zteu}IX+7R> zeErKf*W}95eN%4_pN@XguQX`jc{I`@Qq6zvc9)l zzP0zX-S)25sI^vw(b@aI{*>GLpkI(*B=dXV-CIW{9c`V;uJP)?seYa z5SPWl;Tivgecc5H`30hvdvhN?d~0Wa`PathDHofLU;DNF!+!3U+aG^2da zivh;h@{A@CbKlXO^x{Q^J2VvU}A z@9>@}7-69ms48J8^IX>b!u44Vo(Ck=_U?XE-&(Ra{&3LiTPXoc&luJ&@Z@0dmoqBv z+f&3JXBbm{@IM2ed;Ln!^;wGH{+IXF?7y4IaNh2erG0C`qYqzSJyPb}ay!ai?>~d` z?Ngh1_@wn$#`VMmRUO^EFR!!e%YTN3a(Vue)A1acRkd4RJr293`g8h^DXhBNUo2j~ zJIwtp`+o+xDEq%9(|_uwWX35?KC)k;4VbJ{ntepucfANSiadg*q7spo>risu); zj0pMhWRlI#BBS(mm%A=aStz;OwDfke*2k3=rhYN&_pYmY-uA~nec_QuOqb58-=F$x z;tTe~xb#Qse@dG2|N2q?Ja+q`=anYalir=FyLe^Je+G_q>PO>08D+_T{qUdR+}@g+ zg*vL{tf{sA+}b^l``1cMdX}00*{Z*FSCPSvt11DJ(Wg4*-AV0##r{0h#__RiplRo# z4O11jw>dRbCT@T5V3Pm(ZQ6@|+3a=qz#bHm<i(v=w$%3?sHXUQJ_OYMprFmck8ipz*1p?L_-5ulshw9${<^)2o*m({N#|gh$10;6 z3@I`xU+t#8ET~96{2@y@u-#*e_l9SV2L7`PUlqSTTNE$8Cp&rBOYthvCEa$5O9i_e zmMe)QHt)XERA4W^LYezp?RC9*uRb6C>~WsyNS*@Ae}>hH4GFe=4+`JZX5Yv@X~*!R z>eZdQ6>ZPV`YacH(rxAuk7+vlc)Yn}S3P|%8jGseA0v)7g`Twal|NZhzhI^0ZGUiSFq+dr@O2_JsA*qrmT`GpU!gN~<#YPzk} zb7e1kzwdVKaqGlv+pllT%1-XfoTJ2F9JhPvODp}RE#>=nDLxN9GI{E0L;FL`+kc*| z+}^a++g3WRKVWZPrjSX(B2|`m%CaZk_?F-Qu<48b&o5W@zrR)gu~dTHNw9d%r0L#Y zOwT9xthKnblFvx$2!=9YyE$3)ouLimr;M>SpSdopDtb+i}pNz0c!j3=l$TV znOqU~?0CWF+;!f${~1yn4*oeDKJ~|Jw<~Y{_?9Nyu6b{L?wF0DU4~9U_;r)>Toq0K z84g#ix_`q!rFWCt{W8}t_K)Kh=YFhr%Pz<(+5O|$ac#NdF@HVTzpPIZ)krG%usp10 zoqd;`*E)IGX^&SuGPtsLNmj|;S@lo<=H=PsFZiQgVag;HVRFr#ehdIIuCq!v+7~W#@=JW^X+$iyLb2Z{=>od_t>xbW4-g5?t_a9 zFHie>QeeiG$I|KS7P-wb>3d^;v{yeo?W-;IE86(9On2to$>()Ku*?3mls!gWBzv|0J(Sb(NP{_sze@t3T{|nsPC1 z+xhc6M;`y3#w@?W^hkD8>DzsqZMSUjy0m5OW-h-!^EkeqHFvtYZcFvU(k#cve7zTs zFI;y^UjF4VowKPWo08wHyCy%+{nJ|Ipf-O^wE|j}hCiCTJGQAyW4+B+@bu!Yc+|O@n5!lGK@-i0g_C>F%zpc4fAF&%?f+u` z{AY09v8YS?wp|XWYzN^_{oV5g@^bW^e)!j}KGldP=Fa+iLGE|ro%@!5TJ@iS_n#E! zHQoFpr{d2XnHXjG`{omq`RDVWzYN)$-||mm|JA(rv;H%9>K0m`DmIz>_gVs4b^xDbeYQ$tQN!r?1~kinf(99nj&I-^uK_K?B4d05$NtRX zwbyoOJ&#_S@t@)D^4IcLp0)q!$@tIERzJmMQJ3~PyADuR!i8V%G5pUU$N!%p*8h{} z>c}|c(V%s2%6}jETYut5&i22T<}d%*DiRpeUI41fuwjZi%dizPNHnCwd+A5?;Z0e; zYNl(h*t;RpD@X9%IR?w$hp%nj|Bz$;zvfBx_a}n}ap$+ye`1{fZ{O_y431u}vY!;* z`1R$ZaZg<5x41a>)sFUQTkEU;GZ^>&XJ}EX|HbF|p8+&*E9(A75wuXS$p81J`X8&_ ztXSv&*2cf|yZfKsoc|0n|Gxio&itPMXj!JE`rn`Se?sLywD|vLa6D=M{^Wm#N2@n2 z>W8XtI{$P2z5fhn9@ir~EAT%9hs%G4FEW$={h9wyYqyrhzspCy$CuQf&>4otC;iAj z9DmzPzx3OE<(y@<`@-HlV4m}&>iV*9^$)lIITY7lKVAPqJC@tvNNw1XckAX<>23dH zT>fq2_xW+_|D1~d(AfWrtNzLU{|u?_e-x7cHO>F2|DWMzc&2OR{aZWMz5dU@*#A>j zeEMh5yw&vo3@U~7xV6Z`b+A7DbLl_Bfu;W$PRhh1nG1>=iT?}>mjCnq&+skuR-pU0 zb=tfBGaN|%=U7>9vj2l-{U>+v{|p=mMIrTv*z8|u{%4r0J0?LR|H*!zFYoBuQ1X9vw={S%Dd|BLVZe})?Qe_Fd{X}AAQ zm;7@Y9Lv(xs&_$|FB(Nn{}0!^{|qmz?f-tL|FP;-#$tp9_D!+(LD}!={)eKw|1&Ij z^Pl1SLC_=?nx*TOb=hw#oPP!qX~W)@=?AR%maoeAbSJW+@3T*Do+MAeyTh`p$_pOP zb9i}cSJ!%^{TA9UHp!IMIIVmu`!=t${LRFJy-hK@zrMQv?8g2N?XT~Dv3^zm<39s< zw}imo>VNIE{{I=||1&(EdMhyQKf{)Zhf@mc2`O~nG9gkX{*U6X?|=Dz&HrZ)ojS7z zO~~C3{?Bk6G%r>*CGf3^7&z%(6Lueg8}LtNow){|tTMnXYn|90$m4pQnlh#;VNg{BZuC zgYkcc>zC_aXvX>$-RJqw@Pyg^Z>{;irm0u1A4-dVUus)_;_HffURII77`KHu8dQui z^AG3$WIX$yAzt@C!-BP?Q&0Xe`_C{z2AcbV{xcM>el36H?0*I^d;1G7K?97v_$FES z{2xC5)0p<3Vg0oK3>U(7c|H3lSARk*|JTp_zpU9y)^6_q{%YU;Cw|gD0=YC6?YUfl zYk|(H{|qSW;n#%LBd?c_k34M88~?lftIeDGn?L8S6$y+FD8RSmNZvBgRrH$Ui}|P_ zrHdMnHEOBZ*5kQdvEB;*{Zbu|2k^?$^Q z`mb}0KV1FKu)RL`-0{EjXM$GKe`SX)Lc&Hfg40`y97*XdsLxNkQKw8YnM*DE`L;1 zo2Qp$c|`&s-LH^!eSRe1&@tP5yB`dR6SQ=}GfKyee;W-w3nd z;n6-+nsw?z|Gn6(bG&X^Z|596HoG>j_35^P#VaKg>OzBdo#hY9{wXK9IJ7kOz}-rc|K z*S7e#umASE#PZ9X;y{ZZ}H3CrrQzLhwBeQmCc z8b80A@R4nIu6}vpygIBXYwi}~ce&5DO*v|lDp6)CT56}|QfsQJ%(u?$`FdOTpI_ER z?I`9^Iuu@VdDq>VvnxWsZFmNnI~Lr4+R{las^{JRgx&ma&GvsyTd(ZD^Xk{}ug3L9 z`_F%|s?u1rXK}%5vuWn#$z~s{`{SBFo1E6DyI9U6dF(rv|1#e)skM(X%{ZSNS@Jw3 z`$qWc>8W2n3e3&A^t7dX+jG+@NXV@{H?tlox=TAS%*LB zt|{9!Q;=b$QaeN0>-kT^drz-8%(u}Z)12+?x)&jfFn>PlfDCR`r+Zxw5Nnc6se&mU@K; zyJfg~=T-lHYP9cVYHI8a=G$9KtG1rFRI(*Hm2s1xkyZ6|F>Y3;-K(Q=R|Wk3GjVOy z=B6I;BWJYx`Ckbt7AQ}bow)O_!}8TPDj#lBR~fZO2(WaVTtoj=yKrP;EFJo8p7 zoZvZbe`?u(hL-4n{|xi4?f-tczBM~r_|D5)x=YGh*4$S~=92iZ=R@7pZnL$IIKoTL znT*Ym~fG&+2zY2l^0fbtX>nfZCT#JOx3BkZ+o3MH{)dRab^2! ztFK%S7mmFnxxDt1oe?OYO0Lz3b*k_e7o`UN;o4pN<9dJl=~cKw{YG0V_M>_p#cm+D;UZiTvt!#zm=cZY$0S3 zRLf`@IW6|9kJsUYcem{OCZhd2s^)EU;kT;Vw-3&4-F?D-?}fVbu1T*wujEeHb8VeS zsWK1y)7Y|&)pGsI)h7#0o-lE_gVz4`(&bl{PU3vzGBLbB^Fq(#{nz%^zlq_|I?ipi z{?^vp{;!`E{mt9ly<*W$KfSK2AAOgU%~~m_5i-%a!HRFee+I2n>t`RiFimdDO7Du@ zvR|Gp7gfEYv8e0728!yI!2Q=sYV8tP|E*5U)Qml-zQZNSw!q&{v-Gatb+=1-rP{}C z^KeA`+W3Zjr-giP&C5r{D_?d0XW;Z(eCU-p--P}Y=H?_1gY)3<$) z=>E?TB@_Cep_h4D?>$Q~m!vhz75c8~d=EEQ49lG7Bgbg@Y+*oTQ{yB*hIQ+GF6VxE zUBBhdRHGHA4PVUndT`)j)}z@isTp5uc~^(@TAQu=CHSM*Z_>r6SC5~R#jx5RvicnH z>+h}DS3Do*EaL5|ExiAAWod6x^r56~!-FsH?%V$`GIXD{xMxsAjQyeQwKqjFy=UL@ zFJAg#Nw_z&#~Ie$^QU?|nIHHvSpA#eKIxkI*5$Hg&wqw?8$NqsxJLb1cJ1na-wgk} zo)}$ut6st7Us~aInd?jAHXjUJ%yD?$ue-0;&C@G7LVEG@y9dg zr$mcJ@ynCyUrh6lZtympk}ot(a9aewPw85XQx;VbOWia-oqCynd-=5e1X%44y`SJBh2%bbq=T@>V#lIQbFYVSkoO5e{hxk{!^+=2(yx0)aQ zq@Cr_@MKAX{7RMUd{&E(K3y#srRi&}o*i2sKXI+ZZ>@KNRS`!Qb!k8IcObQRU#Z(9 zJ)@;XD_^?vjqzFcFq7Yf<&~lvC%8Y8$y2siCly#UCnWTC#x-A++g88d3uIn!QR!?w zGV?&_O_bUQl>f9cwk4&vZuR^OZSYrt4lUt`}MEvMP=~e3n4NO{-x!2UNUdwek4vGok%4|bg$(y&CjWI!eYyXW;I{t^>rVbTTJua#aOn&$ zku6^FtNt@Im0!vW5uWzV>b&HCh7&UN*F*og?Rc@IVo9WO(z@jeeG9H9KeqqL-2dy< z{u9?F7Hnn>@Kk5udiN;pn%(Pa{VT`y|M8!lrkAhx?$DCYC-wMGah^B5ToLX)>15oe z*H6lQSnUt(Evna=?r~{t$?E*Acc&U_y-Twdz7eLjbDeKZlti)U{^jMr{xh_e1TEy* zbYo9;(TaZ(_v6FuzgBSmaQMHwfBmiHztyE@yNZNg zk%5gyvrqo<>(k?7b;jF1)Xh{Bn|3L0_r$6^`HKGx2i%$eF8;FOpViIVFMsJZre;d? zaqx6X^&MbYS9kiLy|q-^Qv-H|E}@5wruq&>Hp@aI~1&zAe*H(YaS0#zR`-ppb1 z`=Gh9~dpiDL5{7Z0py( zaksvmaTfAgyT>eor~LaGFYRU1^pZmJe5+y}MW+cIDar1P;L?%M}^lzshPA2^Y<}yw=>R@9nH( zTwE8qG!|{v(4PDw7j%5x{?||Ue-T}`X{UYL{ZGuZ|Lu$Z&)^vKD*jz*ZSt>~`yU;D z{!7+YBrq;;XR_Zk3;l(&LepFlj%YmZdTIYqb>n}AdExfoPyJ`;Eh-6L*nHMd!eYmz zt@C!r99kzQ8vCSl{)b67{xh7{p8xx4{jrUucb%+nzj&v6q;n&~&kcNz>KnhWxux|n z@|d=$|II5|w_mK?u<~K%<>@AVeW#Bsa1(ncmL`8}#`6!$<0_{5q~e5G`&jGO`#$lK^+{z|3Y4z1$?KC9w3vf<;~0J)qVU11UY%rD3TFr#uphINoGxthY`sUa{e$ zM?}*-hcgFie|$XuATz%vsLg0w**lppnTE$7SY6k3t=8@^{C9rx{O76ld!GE7Dwlnu zW|Pe(lSzi@$bjj<8_QHR;*X_U0Gau|Etxku#FdfG)Hf_qQfF^ z+-Tc}o23lpUrhU#ofX~t$N0>elhSR9?lz%W+N%Zo*LJR3ePz4Rc3+d*&RQkOelinp zys3YvdHFxX^WN)!Kka|){zuiS{?Er<{~7j$|H+4bRj>)S88Zz@j8xO-!Z z%G9TwvJSR?wHGYv^1XWpwuTZ^jIo~!33M%;P^Es@{wKrv{|xcI{}~o6Ej2w|WBi|C z0?&VjuV3!};tCIr=bTx;_sZA*49eFQ{xJb9K9GX7Loo(iP`anrQ2Valf6uL7Qy*;p zCjvAtyL?fX_9@(>7#fQjEbZIpe`1B@!I#>ze^mZwP>6(P(Mj9R+23FF>p#Opi~NT! zpherhILD<{|3TTJzA^M4AIh%&+H{^jruA>{U-`W8KSTO6(DwCOM^J+s=eY|tPhCaA zBiR?B1y#&;w6OdzbNcVQ{_&q|v*Zth)_Mu9z&6hX5tT(|qFhy?V2ufY(7*}e0vMcz$?r!c}r)M|K=d8&)Al!JK zZSBup+yAny-~aw~{m0NxJMQpgC8?_iYVSLL;`@gkGO=EUQ#9|I-mRbc@=N%PN`%r7 zBzEZOzq9#&{@V8}|L@#h=%%ADzqHTT+>QR%9De`%*Zn_MA+zl_C;n%!55IHxx3%@zwyQVZ{FlX z_DwCn7?=3$)%`D0`~EZRU;CfoXdo&N>U{Z|H||6B8u>5UbNKAl{Vz;w|1;D_gQh!B zdB4r%KYy(~W50Rhe#n-o`L31ivsc$&$ol;c)VC9LN8x+BRkYO z?>Tbl-25QkreC^NE_!ut)nk8`9fmU&J2@(bynEQb&YtV_;;Fx*gqL!4-aY!}SIons zm)Ew;NsSWQ`)j@4@nqNZ{|twiSN&(W@VNRvL*4EF41J(!GQQRS8Jv6H|NWi+&obga z!|Krb=Z}8RY`>m-GdOWXdRfNc1`cIo@SzugDz&q1;0>Z<*pKh~bH+bwsjRdoJ;1`gzKa7VS})z$c) zKlVM7kL^!(>N@|Qp#?PvP_6lzwf@ha_+tKb$2Ycr`25ddGjwKDwWyBu!_{Y-mz*xm zUw0=$>0Gkmu_aATEAJlWkEs*g|DS^m-qU7Nbo^b z%g6VBnx3&L{zFsN{4eHl^{|*jwd>!SEB_hhuYQ*}w9Q7Vfx7<*_y+%Ldwm|9NH*@1 z|4|-v^-JcuoImd6%iOl}v}rUac7$5*C_JxF@;2^T;8bsxWpgg?-R8ga_naMboK|OR zM|`!??)%TsqK>pj43x3_cK>H^-naCp{eK3T_3=0Do|~RK*7bP*L(c2$yjIoPhf8OzxG=1PxYWv(NK1orTlIkg2sHZ(pa=zaOD!jE*~QHH(;Am z0g1gw+caMgdJlE;*4It@w|@HTKk?E0pQWGw@;&O(SReBfw7Ql7M^(*?x{2`Cby4KG z)2-_=|M)Bs33T|p8<6>Tx=`Gc~D!IUYS-d66l(P*Co_ibr$;`<){U&-DpQb z#cd1!wl99=C!65^40`+O7v2eU6@5KlMFhtj8%VqW^;oRkQIF7$WGdTw*1mHJa$gr? zA}bu_P^b;-?2$L!gl*Y1>D;3(jkPTx>u}+ktF9seY|AG9XOKJl@8>_Kb)mNE|7>Uf z{rsmjX8o+A{~6@smcNX2|J|$a|Cvi;(a!TO8jIGv+$KJ2>aAN52R@&x)x7d`&Et~~nUS6Qhijw_-~d=6_BPfdK| z&bD=)+*;F0*CoY)#~-dfJ!z`T{gv}wMb|E^$d9?IBpjJ}*;DYvbB^UNA{w$S4h5HW z?cD3NVX0i^N!4d>QZ7c#THpS4uAaToe+K_q8vhygAJ+Iaae}s9r(0mzqz%EVxi&s) z_N@fXa(XTRH$$tD_t-V9`;Ht`;cKV`UsJuT(2Ki9C zb=P*RN1gzVU0dw`C{PDMKEluLRL%MIIcECN_fj`r?sC1?nyGYt#a)-A37RKbB@*6! zSD3?p{1wL`e8-S|lltV}U?;b0yLp`A&fdj+8GE`D4zpfY*j#J0fdAOuyfzMvMO|#L zoJndS9;#a&y!GOi*>k-i6P*JSY1{7VOXdExRH4)3Jry-W}h^E%lPnQE=?{eZ07omrf=D&r%drU@mey5$*NSYC7e5Yp3q0#=k4oeJ`6P7Gvjk& za>I>x{K>HrnZdpO_f{`%Hd@}X(s7N+TKn@S7S}F~kIL#_ZoB1JX;IfgPTlh?RnPWz z2Ze9@z;f}Gj#S9yE-%k>@u!c+$6V8@@wvnkSgl>+4;8&xx-E*Ey*%iNVUA0VV=CP?7=KgE9 z?4Np0{^&ie{nwvr966Y_T$5?uzBkpgp0B=E|1kAM{O6Y|>+f&*&+zE=`I^L)2iH_| zy$;;w8Kha3E5sm?$Ta7{yhj_3I?2m#d6u3R9=7W5>BGM*mfrt${mh9)UD_Srz1thv{52w{o9)T!A~ld|BJ1GZj`ug=K-4I0^z~FQG%4l^Bz7N6ED~I1%^sm zbgrInUUAy@V{J>=@uNa)(>LyC)$`vd%dA@cZQ|4S z=l^`Zd)@N6=+!?VALcE7w7Qz(%g?n+X6K&%`Ib2MK(a*e%c%YQTfEovSH#`--aAQB zt@m!XlV@DS#4F7AFReZIQ7CFIt4LrZ{A5>>+a7X(AB!LHo^8FePyWJ_Ps<#;XHWfo z%HwzUi^41aLgOFqKkR6AbnTCs-altd(sr}2wrQLE^X;F%TGQ5kn159K*V?i-N}#Yg@#eEz%mKg0c-_CM|#%Dn=e?Y=P7je(hg-z(~KeCs~O zYc{%%IKT2bJv$V!WNU^)fiO#U+vtx>YrYR9syDO1hnZ5yjKXzRtY}j!)?Q}W5SUp|JGgGx%{Kigg{qOWiC*M z4;y~`5B2101dO#&9HjLJ}xPjV3jf(Y5FLV_NJA}^> zc3F$MG#Fp1bQnys>USvget!NxgYA<44EuUTLUy>my0~b4nAR!(_w~=@YW_2PzUBY> z#YH3~LEj4A?0fpp`Pb3>=b**(2A`k*XP9@X{=QqkUH#9u>VLmvEb33^JN+*HiG0M` zKkspw6Zq!g&Dzs{nqQ0VpZoXypTpJI7joXZ?iQ zr0t*g@BPm(qw@2AhVz;B?-#qzxBv5P^1ojuf$p2zQ@`tf;$IW?ul)P|&-^eqz+Kg) z0dcV7*RK2L{(b+Ki0})-f39-pWT)TRf5L8K^iS~OeYhi5i$yJ4o-EjPI&jano^6jN zoIAn!^?+@KNT9E)?nL30mVbQrhuwd6@;}2vh3orYn1haWgB?nC|BE!};5pE#WL;XF z{69QQ-~Zx$RS!84?2n4n_rGjk?LkM9E$U(bo#TZ^y9NX3WVE>d3=8go4!?sOu(rPb zLO$qdJka@S8Vi{J3Gr6{Yp$9PKG*C&11HtC3ztOp%h{|pzh zVMoW=Z~uD#7jG8iBsEu&NQV0S*ZaRn!OnYo`?vgGa}?w>H&-zS`P;wV|7F_>IqL0q zJ?KojYtS?40$u56^@^OWzJAA)MW-#U%$3YNsyKIo@au-E4;qWQ8SRmy9&{QVBGz0D TXdO!fol1C4X)J26|9=wzjt$<%PwSRFvdYWaQ-KK!z}~va+(XvGZ|o z@X3h?ipY@+{vTiv|EDQ{cwTw*63@n1ILW+itY{G$w>`H|qMvW5}awt1(JSZA; z@q>zSQc)8pmzcPOq?D?fx`w8fiK&^ng{76Vi>sTvho@I?NN8AiL}XNQN@`kqMrKxV zNoiSmMP*fUOKV$uM`zch$y26In?7UatVN5LEM2yI#mZHiHgDOwZTpU$yAB;ba`f2o z6DLnyx_ss8wd*%--g@}x@sp>|p1*kc>f@)+U%r0({^RE_kiQrin8CgR5fG1|`Ad+2 ziIItgg_(sNL#Nz~4os{_Ry;>bO1x z-CnojgUE)r(JzBC^6x7IG%GF}B}LyxDj{c_Ukc>5KJ~?X&!E z^}Rnd>+AideX`wUSJp}#uV3ZW{#_ggEOW$UlhL%ZXiocxj(fjPJS^%lx$-c`jo5 zba{>#3q!o@)lL3M+VAIDeY+fZ`R!J2?v8i4dW#|#%rc%jQG#g=e}N-ggZiR<`hS<$ zXX}PtkK6rW`=Ot?585u?lJ3o192pfZW6)w2qVXhO;rTW;&X3XcBL6N~9o_!z>9n;U z&0bw>`&gKfZ+E^we)5y!P#0Z4c>mVv|(lO8)T`>-VaD43Sg& zp<4WyS1fYvrQZ(IzTKVrQAH;)?U=h;*kk1#3;3>e{n_@xyxY$5$NeMM?n!^x-*1y% zzv@nVM#6uFmcESbEJ1HS+pJp5wd7NE_|p1ATmEjUf1&!={*TV%{|rxNG5r45_2c)q z>JR2`4VTm;T-YivfA7aUf8Imszq9WCn5nl&;h=)=Ma~=B&jtVR!C&Kf*t(dK_~($o%TM=h3qEXQZd9mZs^s7p&?jyfBCP+CGCH^&b{LmOuVF z`n=f5M;y<#d)_iEUvuA!WfPCk##O5mc=`^yJ6>pD{N?Fdms?}^WAaDk2mD9FKV0uv zzg}&_rd<)GzFL`QF3gzCex_UfY3>?Xug5m&%3Xg|+`=7RIcxJYS$8o+X<4uC(A8bK zYu7vrg;ws9I(?#o4kwfR85r+epY$jC@4`Bn3hBew%f;>~UoJhH;CAS;|K)dLWtE1X z+BH0Si%+UF_chGnV)*(>`|14~)sOb~?^AhoPpkddtPfWnZ*05yc1q+y{%NsGc>k>x zne$e*_|m5RnflUom#p-U?)CQnQJVTFvc_t{f!tfC4`-GOCJRkJ(#EF#>|EvJr3|(C zt~HGR8MyVoo&3+RAiw87!-t;!{|pmXb9??>v_HerCO&gPY{jA%aeF^Sold)@y6Ehl z9l?_E>IFF;`*tqizj#Xf(EgnGp7MHb8}aPahd-6$1z+pD%vRRO-|Vs=e|qMFZIMpR z$2@J`9{ibp@IM2?Ka-lM4?jM>`L%^luh~0WZR3j5-?|r0{;YoL21|3((b^r)8tmO( ztZ(0+lHW03=#TbCC;oOj@*>*0vXW88xrFRzy=~Q}iMAZ7K{#yZt`!8E?-#?lbHCKjoUjAIjNlvgBAlZhaGO zbkLyb-MROk(=y5nd!BMlJYl)&pX%SK`?z1HK50LE-O6SC$;tkEC)%qfov>$Jz*m1< zu;PHG&72f6TtN*Y3L8hhfHeVaTyg#4SF8tRf99xr393H}}W@4P{c(&Zc**G1XoQhmLZ<=>2D zZ>^Xo>1DkB%nm*dx98kF<>%#I{x*I+PvOVx-^xEWAO1D>$n{&Td-s0p&o*h*=!g-!7Sg_dPZ&Tg>uJ<6Hqt-%iJ` zIt$%*bNy9cz(1!xi~r^(|E@UA4IkCp)_>V6_n+Zp##Xg?W=GF)e7gUHU5D*~=Npl- z)pmx>N9tMkC;j#I+<$f9-m70;n{8-%ce{WweST8z-6k%TJ@vb^*Z%nV@%mwV_H|ok z$EN#TF_rH1Rh_83S#y_))8gX1#KU3=^}DVf|C4b2(T}UYWwZaOUf8nxwZ}cjT)2&;JncpP}8##Y%1NM|s~ZUAF_Xk8Zl+lO_I^>%~!({IH&(KuzW7g}CAF*pHie80HEQxh6-RFO&D^+(xb$%rOAC9Z`KQy-YY`GoJm>I|3 z^~lmR`uCN+(-ex5w)aM`CEhOHaD3ghFH8P2H08YrH>+d(Xx@?5v&3rJLJ@&UhI<^^ zb!<0l%7>aTetO=pUgyjEThVU&ujnnx`eokVJZ6`-KWb3lV8zG&Z%P3B?7Ca~bT0f;smZ#W_`&6H^l!VlV)Ilt2P^ED zb6Pp4U%rO-6{D=D#rh3lLSH43EL7cR`HDI4lo7HvMJ(So+0Q`<7kjmNF=5 z?`5mJY+JU6=kOO3#-GQ3YgKGM{Ey?u<3&Fv9~J-4kZ@`3;+>JpKc!61tWa_N85r3Y z+3=uz{r3M14_EwS`Ok3S^M8gZv+w^ij_0g9C&zZFPNgR9QjOxenE2=$aVl?Brsb{F zFg*0mATpvfa2~(t*Xw@_!w;SR#sA~{e+FjV{XgXzZ1W%PKW5+dpFyy+yI1+(KIMOx z_io>AZgljUc1PJU$&hU+y^c?(B*=V@tlt{mZR7Z$zwy@nP8-AeZ@gjGyc2o;d3kTK z`M9`d-J0cEM~bYk`Zv{Ye&1{-^kdTdxDU^kufKce?#FFeETPJ{eOlm*W}#1Z>PUmDBd`8PU7E7amxd*XZ@PirNP|) zW95hIhw6n(X8Y!bR%`J3GvP1ef3EwwP& z`E351g6NeyCeF9Muk*%!?=j!9{|o~E6n~gM{JM9}Kf~)vmy-6Dd6!Mnl&=in=AYn&kcL0S*Clg6Y&&X;xX~hV#`Xd6%UIT^9tCqzqE=5iVCoXN-&g({#^Y#=!ekx z2m6oBHu>QD_39L%TSr$#JW5L4TyJeUyDlfW_ema!mf5mm&O^r+$M)S@uljexe}*TwYm)yn z#C`bB@X{rO@qzpYU-_SW75D$`UGtyei)QxQSwCj~<6QioLGirwe}?N@=l^Tft=;S( zC;mJ6Pi%f$J%8K$#W6V_^|r}Ln+1Q4c41SQf1{^i|67^QTdvRgcTk=~NLu-0{E@O} z-n%EgT(o4ds_=yGGXEKbWme7iJwEr)p5jMKpFThCf9uSPZI^d$njIXgc5%uR*Gz6f zmF_nV)8c=K)^)#>s+~7^X;fxa>8|LTHxEsSKGMuBld&+=eFFm*!=JzZ8Jb#N72T^T z?>ai;XH?xp7LT0|#L_3sUwOw~F?##_ZE_nIyqx9V{)h8ntft9cy;Iz#(}RVq&nWkX zD<+q6SUeEA-|qG7Kf{9sVL?&?uL-)k|DnY7k`r6v1to5I z7mBnl*v(~h(D>8_No&6fmgha;7pDH4UApXch4HuJ+b`|W|Gm0eU;Loxnv6S2TVBuD z*I?+sv~FeqqpJwTnEm*FhHdlT{C&hP_+yfP$2|6pxn9*B6HR^X^uHdR=(J|z`j1bY znikJ#aIm!aw4SH#(tieNJGqwu6~#fDx9%3}Q0y!{YZqvf#l|#gP0x-04B6`U_Pb^* z;6FQG_|<;d{TXkgj$QK=diUuZyBf#ZoU?m-cZc>O z=FL^uCGmLfnuhsBOXmGtf8mw}^XKxz{~37ejQ?GTvzGeL(6L~D)4ihAc57Ee&q!z! zsC%Q?xLeX9MB?O0WtHnM?3-)!m;4AnxU0P7%L(>xxvi^iD|s;I2iPUu?M(8tTQckR zq6T~W{Tb(Pb|1A9{K$L0qfYMS_Ne{sODCL_-Mc`)G@*FzZ1yuR>|3X+@bA5>-n#wA z&yV-rw@3+ooVHQ!;L|s|w)A;7-j;sSb8`N1(_iJT40V|`razQFhCk--+P}4Qg{il< z_Dtq`ud8

  • ;o*|Jm!tgXG2w6STkhANVJ6$wu;_uK8gp(ft#bzx>d#DEPE_(V6Pa zLJ{+x%(}Ix!CrTtWc|rY74`p)bJTxX6aLCqB!K-n|J&!O#o51IUlpI1)+wK6w%Nhs z;RF|DmHGn{+aJcKR(MBW{^R^x=k}{vsV8$+BetE%)xBWJO5+K9{F3Z1 z<6Y{m#_4=yZ?a?0u2cDN^gqK5)96Uu7UQ3qdKW$)>;1HA)11|UC*H>`b!Dj8`kU`h z#E-_0%26L}_xGCqXL#$eCU@<8D3zm5*Hy zTK@F$(rVe_{epj-S60Ly3XeKA@!?wMBik=-Qn4zX{_AAq487v!R>_kV77Q2I8|n_% zi|(oYs2=z+CeHNw{;ffWq{Ft!CpXFK?3`ZyYe~%WjMwv~zWC3uP5#g9{GR&P_vHU- zbZ!36kS5RYWBuXla(W;4_dRO5ek4wRfAq>V3kx1yGSv&^Wa)Y4_CUB{^||8ytOfj? z`yb4*|0MHq|KIA!{|qmJu3wKAGF|-eeEUA7k4ziFFPH3|y~O^liqGM%Oxs^52sRmM zFn>P%kMr|VwWS|FdH)RAc-f@8drI=no0Ig<3vI1yyQH;h&Z@>QB3l?gpMSgjLwwMW z=?`zq)*lvFb5G&o)a!4KHqG8$_GHoIV_%gOWYUZIcC4TE$M(0=pS&Nn4_EwQRh?7l zohg5FZFKPEl;5eF8e3gi8p^&%U)^!wg<<^SkO20>`#1h)IPjlAEbBjmz=IzPAD`Af zZ5)XxzDQk~@y)5LiH2N7A=lvaz3y&EY#}@{=GKf$CSNJ!*`Q!h{RxkSf58u-6 z*vT`tRbH|ySXDgt@$dUfbN@3O(tK3^OGE1T->>Tb8Dv-Nh3_{e{TF9D|gzhC+PvyPoB65BfQSUswpi~kAw3;$=h=y1*c z{Yv{EZ_7#o%f#Fz|1)qb@BGj3VnMe2_bc=Nl=c5`wekPY;L05FpJCsU{|t|}-n{5~ zBXUr_UpylV5W;_tb83{?D*EOHAm1;K_|I@)r~Qvrr!Un%zPbOt z{fW?1pA98$eORq=EK2$9rZ@9hqq+T-JS@AmYrnnG@o)PU?Ts5`3vS6_6${!#vn{0$5KpWlD% z|Ez=NzZIy?3$4-sg-`QucEiyF}vvGc7*a-oEyz?5VC&%o&qO6AGd>_3?Ke_XWj#iBPl{jopv|1&6UJ^#0E z|G$Q*cf$EU#Q$^6p8xA_{a;4y9SaiiHSlA^58nSNmRJA!>;5k+>%Q&KZ{Gh&=gxnI z>#yrya7JGF;nsJpOJfZem&T$7T-Zk1^FKp>+JA_Kb>ZFJ z|7`a9U;NbnT`F$=Gm${o;&~n5F>BDcH5v}DMs{}7y6+G6|LMAJ|Mk~@hF?tKYp4EQ zKmAorzsP@v)9dHIC>IHIt$KcvRV2^>7nU~-bQNKIy`S|z!;`R`{~6X_|IctiXm{7c ze`pn@2xJ%?%{eeSs|K~b;{;$9Je;Kv+qErZBrFMdgw=U|^W@_rvSipn>^Rpq! zujNbrGaTPszpsA6>Zy+&{b%Uc5B^fK`0ugl%YU|t1jamHgsbHsdhd_;e};)s&;RX@ z|Igsy^xp_Mcuq|0R1=BrtC0Cr3On&we%}(3PPICD*Qdw4=W1 zKf@>O7*GQE&+vjX_9(n9BkCV^)#R<(^|w}2--u02XIxT~@{2$Cjn>new~wt?zZd`G zIoUt5V1M>+*$v5`jxF5w?)W}#DVA#9?ML+4?)WJ7$2J&RoSC>w|L>Pm?5|@@{3adS ztVXad|9ADY?)E}MC`DV*~-k4WXb&E@N&#qC66ie8x5-OR)V8mxsHQy`#=J%Lg z)vM3*pH;Tu7TnPw{BKPgW5YM=#^W2mF5pjG)TJRoW|XbC|JurKzCqJ}hR_XLrmTA~ z`HqsI+z$2SBD>x#&t9BqZZ-9BZX1hEZNxX`J9GGt?JN0cdF89?e}CDZ>i zIGf(QvNb({OJmW5L(o)1QYsNm_ua7P%DQWpj+iaUz z{o{4&c2e87wVk`AsXjw?;U_`S!W+rgzpN>^k>NLcb>JAKx2 zm1V0R{!RDpKePYxvo8DhA5PgVN#Q!ZKI4OXM|+pa?-lRfCV3_uI@LU-G@Dw`xpB@j6*@`wK*z-K<@skp0TJ3vJ$LP(ewON-BCn=w{c)jebq)4D^ zq1*{j5~HM`68V}N>~|@*?()jGgPCFlQtrq67ksrlwBhYO#R{`Wi9A(r7(0)p^j@rg zzbwE$>f?LKyYUtKANkCxI^Fs^{>Iy8`Dv!S+skY}L|pfObiUvyDNLUDDQnDU)rJx@U5va%oB8)Kp8Bs%F3Sa)0NSo?gCd&xb#kj1O#- z?qIZkbs|B6KY52twS3e!DF%&2U2L!dsOGAxNC5jf)Kcf2b~{R`a|bbU6e&=VeE36_ za$vj17Vizu91Z+u7rrWfeK!00l$w|y&Bcl3`t4sVZB|Z5diJ#L(d)HA)cdPjv7jIp36>WqSoa~c-{QC6xSe@~< z4|OvY#im`#+dZ)=Prl+m!vS~Zzl*=D_-A$V_RC*-jj5RueH=WUQhf(l*43RpXfK$f zJ}Fx|dUvGC!+Ww$CTY)YCj7Y;-m~St_zl;bnn2aZi#K!F{61)|EO|`g@zxTRb!$$f zudfmR&oHSz{Xavj>VJj{XUj?-|7T!Xv&Ta}VPE>re}@cDt=gX{7x(8s!+G1g#q$c| z4n~}fa@B3>(pU*A`WPSF^8Zt9{`>h)uAL!Y=KuJX|NZfczMMarLBwIN|&DIJr@&aG)-v! zmet#C$IO2Cw7*q#>$V+N)EZvJCEk|VoRA_v{ppKr??-R9t=F3?b77a+Y(ch&D~Zh| zJhkrjYb)=5n_8Q>%5KiL%aT`5X|zl4;-0cIx?khHA2K#Ahs$16U%hndh z&6E5cWxV9^>D2u{=bO*aU!AP+DA}$qeNoj->)h`zpH=MbeR{R`#LmrgAIx-Qyzrps z>&kWSO?}f|sqC0lee>Uwgg5SS$PfT}S2B zLY1dQXZ$}bc>Aw7CL&9C&Ae@0cfJ|xl*&kV2RvKx#p~AJ-#79bzWD!eGl}lr>le}$ z*-*KuE@Gm@_?LQI~edH*hOq_kGkVHb%4@t&Orb zXZ_on{lQNvmj8>b`Oo0IV^Np(bvqAO8a~l{SWdn0 z#5Nv-*dlK8%UTS7vah`q3>6F%(OPkUA%XFwH@GDRug+$zSk%Sv70s`)M+^Qlpf||C z8586=?IU0FTmEV6znb@c)_(?1-9qbA#U?X<&Y1tM`ues&hknlg46T-r>VN*b_@CkZ zoB4n8cAanC$9T;~_Yvn;UZ-b=B9?5;aA>@9k5%^$+1h1$^lsi+Z#yHsK;oFlukdVFlQ-{LivKh4 zZ}DEwUlDiTd+#JkwcfkkPM&cQ6R$AezqE@>W69mS$6$pih^{b0G>k)S)&JSf{`>h) zYs`9a@jsPS^A|sre`m7S{*1<=uIIJ_YtM65O#6KJy3dCdv+ns+ZrFGrr<{G`8Y``Z zmcf&z#Lk?WW%Byq8Q*uyaOjeg6F-wPDw=e>U!GrgxKwS2w%H;+ZXb!S*= zNb5W)xl?Pqe{Rv0aNn5Htc_16U--P?rW!wQ@GU2+wd>v|=O2t(IMVPVr;bg69ua)<%-8;VK zKf|HZ7xq8D9Q2=If98LNqu1yCI2_y@@lo{J;+#oKg5KOxVK6wvYI)H1XiA`KO={G~ zr}GXUOqIwHx$EV5cXie~kwDj?c{3=jS>@DM*QkGV{kOWj=K3$s?9O|^Gnbq{bL2lm z@x4|584k_)X#eLwL&krG@8A6Yna90#6&LL{{So~@Hu=y!h4}$j^m0_Yyu(^JWKZYm zweRY)3yzx#=@7uHj-RW#G#2m^=xgEX1AxU*J6Ex93*y=9pG1PXCf7h+lg%qX^vbRk z35*Z{B^O+nlw<@;`RFuS--;Ej?;frFJ6`|FPdUy14AbN7FTB%O)b;iJBwXD;khope zqAm^Q>vd>7E78Mf%?JGJS4hmDSo(f)yh!~kf8=hd_R*vN8RX)Yzxe6?yI0@;GndAq zo#$OZr4BZ%joP_7h}z`4cIw~t(_ih}yXv1_KmWzLOJmXA;wRv;9om)$$2Jn1A4g$W zDc(>b>mPFQ>5fewWuMKIx??1<@NS!R$h(KfZ5l6cEwTU5{`&qG>sR$Z{xke%kXc#m zp;JC3oc%uoN8R5449@$O|7Ym`&+ze-{X_oi`(Kn_`Oon2Kf^yu?^`Z9=RS2k_|JeU z?*2#d*Z04Czvln5|Ict-;fSNlKp{~7u~LzJk7+b(fB^Il^e z|387h)&JUS{r@w_|7UnSrT&oo`uYp+SN>;s{GZ`ZQGceuX6sYh&Hou%?Bo73EW985 zpW*m_h96JmQT?!(`ffvQ(@oirYT-KLL)&Ie`Bl@OzV_~oW2y?rg$-C96d&fRstcW( zwV_8}Jtfm?$}8__T5rBpX`kM|x%B=osjvFK-~MO#vCAHX_vF_-`JemQN^9K(|LpIw zb?f@{{>|O;e{Flc|NXB2r`M0dS^Mxm!|V@=K;=PPAs=|8UjI>l;G#Xdf1AhtXIQvC=s&~0`~Mlb z7o+oESJXfIBQc0v-4~CNGg(t78Mc%MUT56s{cYxdhUaVMf4{g+Cur&0rIk1DZ?-$H zJx@2`<)?t6u=}&Let$1F&sd|s<@|pJ+m!zd`+DUw=l`oZ`JbUy>iJgwpFj3JEC2ks z{)Oa!h6e%v8H~%i4*mA|&+z%0|L+$U;f61|V*mWn?-|9zRv~&5GY%23YxnclXa4Q{ zcXUl$r28|O<2*eJ=I~W0&znEBNM$3ujmUXSo0TKf|LH=RjqU+4BDk_4EHTbgf(eR>u5u9nXjV44Vw+pZu}@ zv+b;|k8@t%|6-g~|NZBGh99epQMCWNc(~sD!QtP^l7HrR{bw+~xnjK}s*#JWzW?R9 zHUICwdeC@2*mV1mW%h(cUD`W7`$wR3T5nw!MIMsex-RpN&k~V9R}Wa*8@>8r+B5&a z{7)Ry|Lx=d*R=Ju=o8Q?t_d#tzkaCyBD&6}{P*s!?q#umN?)97>e5)x@eAJ~Q|43B zYgM&Nm#j6s|K9lPe+K2(oAiH*2mWW^e|4x!W1aI=P;&q)e!0i+KZ6|qe}-89Poih8 z`#$Xd@uB|LtNID+PT9ZvYMcCPzU7?%40|tpng8!r)ygK=W7ih@KT1_t)TQNyt2u=l80#a}tA9}c)1>;JVSV#|h6QVjlK0=e zzsh>k`^W3uN<;!(E8H)@T!4+13%Hx98NF6Dv+qAc<^1(Ow9TFV0eGnB7fA9VV-kn}ATV=dpQJ3~1y9St(HCE5cn_ao$MA$WB_3@(~o zZhtr2@~?yF7K5v++-Di)N}LyVo3k@jWoDzRXCcqF&nCuh7f&o_jVRKxI=XD`%uSiA z7a+Nai1fNrcfqV@kF2XJ=0z?^SkYm0#y>%GX+f@PnY(LwSv}XD;KDrB2{&#VN`87e z)AVJ*|mE% z?~v4%60`VvVA&BG+BDUsCbdd=$~+8p^E8RP zcd#_OXVI?idgkn+BeG}LsQhPOK2iLONn1Yh;#Xd!Q12UNY`@p>h3;$HHcxD;#b+;F z<$3eW`NLu+%*wxVeo>b;^AcFBlbcXiMPVJ9Uw56rc-?Z*GPU#exW@0ZZ-P27C+#=? zXIMAsKf{Z(o%wy+%6`>#FNlnCQ*L5ba$CHCQF|q51XShU`G32-|1&I{buI6M(499g z7IhtgCp)q;!53~xai0%U$_3mc)-d^0ZG1id$iJzrODiS^*Lq1jFP&zo!V#Pxaq_st z+WDLZOZoch?!Ek$7IdP|?$x}VcJr=e#((Io&*0zi(?0X$?eF`2KK=~9xZ}#KC6Db~ zQy2f+YFFwtM>bTWc=z7$uM6ED@ffmhox`B2I%R&~^)LUnp1AJ*xI=&1SM?pG)x}f0 zGY-Tjzkh#k=c!M|>@_Z1Hoi`Mb)({S!J;nho;R@K-DcsgOF`SCye`ZB`)nWo$!@pO ze};*r@*n=K(OA^=#5Q1k#1GCzM;?8So5^fte)EA!?LEdKd#1&o*Q>9u{-M&fkENq; zZK0xl%;R6-%clefA6fmycfR@2sZYK2CiUOStl9O?UHmbBr`4A_m7UF=JNoXOyA>?7 ze#+WsxfUvuIG;3MmI;}s{iA#7kM={GUQV})Jrr}I>)^qlPK|>no?E=KYumN5Ch@^~ z?pHxC1r93hn9$vs*kZuve|GQYX_l{heudZz|IuFh>Yvo~xXVhddWqd{nLHerDn3r0 zQ~G#9)yJ;)E4ki@%4n^$&D&j7AIs0z8Y80h@M?_qvMo>NzAaz2?)Ke(wf%w&lN*eD ztJfdCYjpjPRNVaBsvTFicGji-Q)Tqd{iX5x-POZ?M>V)|pg`4!yU5l<@KPWa}~d;ZE-`@dOF4jc`5x?1(E42m&lOYTYhXXt1D&#-R!Pp&tM|Gf{s zX20_D%=5qR@_YVgc)M(^NMOuy3(#ch?uY(-`}Tfo+U}jFs6A)do9A|qFYV<%TqnQz z!lOdQ%(ThxPyO}y!n|RVIy&&j0qw|GXafVY{E3xYUv^ZtcoI;oChM z|2q76J^f?&pPpIme{1YNulvvNa8u*M7Uk7mPySV`IN<0n_5RZPkNU=|9!_`FTc!QM z^1eXD@etpnj5Vqrxeq5Skc-IuVWBel_1mtp-H%@DMmtYBl`R>T7U0Zewz}`}KKrG4 z`#Wqb7u~a)FXJa+DC{Yd(0lWF;W^Jguk@u}l!gDYel^Wg>a0v%M#V9fl|6HQeLR=F ztYF>4z(cDhzuH|TQ?k6R=cU$^7_n*7u2<#%Ew#DUrLlg#-3m&Jy7kPPKKLJr=6o{i z*tK`pJT1!G19~NQo>#FqeLp4C%}*)o`Pq9$muun^MK^wQncmlTM&a{&mODM^63Km6 zZ~PJ3^ig4N)6aR&e{&qyTJ?8HW%cL(3^w0O&s82Rt;aRK8MglLTcOv7?}=}}^ggA{ zb8&gng-PMlR7x4Xe_36;$7R}bM^}+BS9tperHa3%eew_Ie+Grl`qvNsGrZ7_neqO6 z`K!J+yMMgCIG0rOki1cFedH-?*&i}CD*^+jJ#-ZbSG)#mELJ*~E?JtlW$H5Pzt8ISKdCKq{m-EE z%KqWsh(K4-6IBc2?tYN^srF&-*}jL*ZpTc!{qHnm^Ut>Rf@|x!Dw_T?9Ije*|Av7| z?YyL3z!4;0kgv*gK!WVCPaQ~d3&3F6Jzn*Ik?z}Ajc(yOhwr}UJ zN&GKk?EC+eS3hdlw(;;cUt8&d4ztMfNymTHTYXUu=4}a{Yx&tyTlMyp4_XgD>s%_y zxW4$!W477l_paT3_s4Jl!~YE3HOh$(vSXDa_H=mvK4_z#^+`L;P1z!dpC#-+L;KhH z?d4WS_ehyo72V&dBrG;3Ip@K1-VMn;-`6v)ozI#z?U#O+&Q|XwQy(_Y*mZ<4d8%^H z1nXbdOpGm;b9iZ;I`!>E>Ej()Q?5pBd2W{(d(&3B{L-x|xu+lbz8{`8E6nuEw)AP1 zVwcZtGkW;#+fTpCm*;6e_j>nFv*NVRN8i0IRW;%hrOV6eZAH=*k|mN~#;B&xN>Yy6 zzB_GtNJ+uD_+a*yzpt`_s+M26zIAszsE#^o*8$3R+RHv1|5IWAx77YbxG{2DX}89I zhTT`b_P?rmR{Za~^QHRVnX6qz!VS-XVqWyce+I7q3{QAV|1-qP|JJ%bCp`MWdZ8OH zcGX<_9vHLRX7|C)ke&p-CspBf(P1JRxq{2W(r3;ITp7*v&^Pw3#6GS63=<~@{AXC- z{;%|Qjo!{klgPE3KOZ)<_|K5qaQqc-LDbbN<-4|Cz2i8|a%pIO3ld8n)CAf%##`W&pe!~lV%q3^6K(ai{9O@F0=flv1pI; z3)sLWpIn#5`t9~+w#i6KBEz#|!cjV4JC}bnnh@wJstju+V9=lHnd(m{#sB(Y|BLJT zn()a#g#S4T{b#s-@IS+au$_kY-@U&od$auG^~F|P8jJQQzrg6tA`h%;%_n*Q3KZ9tf4bmXW>Uis}W7k_V-Sl04E59zVOcPrtCp@P# zd-vzhT8}|v!qbEPGweSPT78OQNZ5*X^>2CHKi6^p>0AG%NB&ct{-0AjuGhavy|VxP z=l={JLy}Q+hpy82ci~9A`Gfr@>^B+IpZu|(kok*$I}82+&HXC;J8|$ogZiWY3};rO zxWUcz{x8W={ojB7GyDmSTGS79PxEhO_CNDMt8LdIE092PTxeF8{T4&{vp@7d@eh#W z11r2;c3;_YQ@uHS-r2CERskW-LvubHzW!zP*W!os|1_lkXIQ`NKf{HfbrrAvGlb1q zzpC)XuKOoGedZCB5>;5aI__`$^cm-WxSGoUlFa+h@O~O-lpnO@KJY)o!fEgS{mlQT zx9gPl*?*Ugl*gCUpLqN&`~3U*XGQfNy0YxQ7~TEPa9{U7!_kZX890_L{?Fj7d;jmJ z`+s6frv(08+VO7Ri~kH0s!gAN-~ZXto{%LPFgt8#eg1v_=bZU}lxFq+<=I~U{dE1u zlKMlMEB-TFI9>jqp=SGk2JzTbk^0Oe>-D?rpU9o9{QLgTIsboxzV83pqWAxPy8p*6 z`-dV|>R+Vp{?D*4`aeVWx=mg7TQZ9wCuJX4c`d+{5 z|H-~NuD<#|gYjgvaOp?&(d#vf`rqofmwtEu(|mKi{oel!Gf#rHMxZ#`9obW**8<(Y zO;g_Wd+|TVH`nLi`_FLZvpw&R?B8ie-|f5oBzMa3?WgX}VJM!{A9eXZLkmy+h2Z}T zs{a{&YwiAU`=3K`{q@uJFSKKA8BW&!JJtWg z;rL%x`%m%z88)rE)MdZ5F!uUCX8BLtr++T}&(P@opJ9^4ek3)Eku6-kWl=xehNe&d zGV31%{bzX6hu>9;e}{|St$$$npFv^I{#o%qME3tw?nZUGJ(3G|dujZ;dbB+L2T%P8 z{ekkt%6Xh0*8F-lRrgNRk!fC&XZ+dPv%wcIn); z7c0NHi|GaV>CgQ73RE!tXW)AG{$E?>e}?x5Avv+Ny!=0dv&nyk?+^Ynd@Q|xG4AZ* zo3*F^^u=cf{{$zQ2lfwR?}Aoo+5i1v|0h=d!@75%5u^G4{>cB++x<&pOSS&a`U%xh z^Ur{iJtGlTxPonHzIEka`uF{xE%<+gm)CzW_W#dN$N!%}-2IRC?)|?cm;Yzj&ko92 z|GISLPQQzPB6n^1XK<=NP=9FmZqR^K{qGO;pqz;8yz(!B8Q_>H7>|c>6+v#`qpRir) z{|uaM8~!t(24V@S``*7;bn(r;r~e$^X4M=2zW;N+WuU9*jf9dqq_K#rYt|!1!n3ZQ ze7ygj`s;u0cc1QmH{~yQsmv2=SnCv{mAJ0P_&>u0p8pJAzuf=D6>7Ef!})&>#{U_v zU#@?l8Fl*aCD7pL;j{l4I{p9M`^&eiOJlvtXD6h#CAx`x{tvhRX?XUZVf{2vOLbS( zGdt<}6MXrE7pKe6Q)Wh3JyH{T{j!Je+t#1{ zYEig9{aM+TK-XHqBe3=yHoE4it4MexyE}Y3Wo^_cc&{gHZOuIEzmGtD*L%_bUix4D z1D>SWfvr&t64QEq*#0NO`Tq>@zW*5(EDc^gpXWcr6K4CrwdVhtrmoq4SF7syR~wuA zKc@U=c>DgstBgfmpZrZgI&tAA|BwS|T{2o2UN-&DP_y#&KbOS+46Oo-y0jZ^;4(?u z9;x3E)|&nYWhUcSp4^YDKl_8*rN7msXS<4oUz7olkmG3LvY!hHbS<4gMsm|GKQvFa zw)!n=-n2VT;g-HP&($7Zn&~xV)k!C=H>b8{1T@cePwDB7&Yr!Kr)=A&a}QG1WJEl^ z&NNe}$W_@@%cMy2ur`lCEywzp5BJ;Oe6g705EZ%P_ow|qwhV8y&-@Af&!DWf@IOO5 z|DV^JMH?%!0;kMd`=%gav&Ey=rv&0&MSnMb*yXu2Vxik4cZ<-#Nxmi9{;^$q+F?CA z!t)>dgy&ya!sZ{kYbg8*v#U0#Wez%}#?HAMe zvD2^*oE2_8-PNk$|2=4z^@dXIE6acX_;j+)E)mqB1`nl(qBe?FUOnGd|A}$_zkRd+ zGdOx(i+?xOHu={)x%@v~_20g~C^ZRmtyG^S64d9Xy=3c$Cz%S_oo5>Axz-u~xE?3Y z8ZB~b$+kPEmSzP1=&ODE+@obZPq*ZYqaN%ZSFB$B(Sv)b)(Qqr5eB=qowF_W{NAzf zocWHRda28@O~1C5y6Ju2e(&Vs=v&Tn`?qe|y-Tu*t?>1Qy0rO)%kD=ntjwLG@yd-u zern0DrMEK6G@rUGpWCsw)p_Bov-Qe{O|sUl-XZ$JwJQE*gvXVL$}4pje`XZ_OTlvcV{L*|IHKDznR}P!aG2b5~8nt0o zuXk3_l|a{u_5{$d?a4o8{~0F8-2eLN{x7cU{xQc7=l^6p`=23R7c|9L@^xAEzn{U^ z|8yMw&%mYVDr!2#K4W(q&*SP=^~-8IlEp1G*4|uQ7M}c8C-2>{+y~`yd)c35ez!{f zyGwl9%|m@l5*mMohpxJ(HaTIQkC$JW+ul~k1+U((@c3|6YE9Sf#<-UH$?@KQ`^Ygx&u8#9{zWH~t{y)Lh?|;6| z{m)Qq{v#~*>y~Nd{`s0gFMFoi6d6YeXU%$|T(Vv#`RW4ZU!iQ3@83^3^?T{mspSd$ zc~{#E6K(|@KI9etJO28@lDX0Ma-&a7_P?C>ep5pK6B+U3#;|oZ_A6Xk5A?;9xjp~N zw7oQY;*ysc+fFg3D5aEqUo+SKNbs>U`iwI@etI=V+ON(VlTbE^R7Er4b-P+<~olu z-M=vMKLg6Z!oJz<`=s{kUwL@!@BEpd+Vh}2xf>3&_OF&ZP(8Wv$Mtjb)UD>N*#BY5D;vFq1ur?iIat+i zG7_ofjZr+K_NG=fwLH5vZ@XBy!JR`#8dZ$ggZuXMX=OdOlML~Z?4@&0?~um21azgOn}UTW_TUXaK4VEJ*CiO)|@ zoNQY*Cs<<{Z_JnZt>->vd{@0Yp$Fd_;5(@>e8Zmn_&4Paxxe5<^B8Ac_ccQ z^clFl`Ml$~%D+8!c=^b1>%%Z#-M7{8=bx0znO=Ca{!95)ok^y%EdE^h z*uxntY5Dc>oa?i$uQ4*4{vfRHMZ?F)sR`AF63m|!!Y5x>%jQ^l%rkOpS^1Mvm6zvu z@4DW!S6I}geadzNXtox$7WPAJ*@SKS&rkwdA@JdI{iERj4BPiRuUyonebVN_YBM8` z`~)`l{|pg(|GwJlpZK3a{@QAcy;=I{-=6l)@0uFA+q9Q| z6Wk|VGvB&gw(R-O(0no1l2FwaHt~~6sVKTKpWlO`YsKKY-*h3$FPp&R+Y5yo!Gmv zte(p%3o2Ni&wBC4c-hIc_2tE%tk*Hke;BvtU#QyjWzm__{xf9l(n<}zbEZoD(#EZG z)1ogWwHx04Ri3~8NBE^ni)D7*m=nF%f3w`awf`ByKBu!Rd3|rLYR1>3Z1aM9ueA=g zPihS=-&SeAa_#B6Wrrl1j~sgVxncG3SJ_iHHpJXLo|hu{-r|m1VffZuv22d8K=nCG z9&VU%J0fx8j;mZZx&r;)z5VvH{(#<6E#G58)v|0;R~}rYGSMVDf`6v;GnO#>8`I7o z6>w?(o^$Ym+~IllhJGJv_w3J_^kk)A%Pme>Pvt+Fx1L^df8?Eh;)tU2d_Pb7h3kGz zom(TS(7NxnAHq9xN@DG@t5>XxofrGy$SOAj z_99#DdDqr0-g|Z3x<@=4&uUw>$u#&^Eq5*P7q-0ItG?;Rv*j&I{kE)je>Ck`TkGoB zjPHkDU1>fhE4{eiId+Sk{pFs>S*Kp69KRd8#@?p?XW&&suJ6Jn8tA`7dMsiiC+~om;c>*}HSIL^LlnwVI}g1iGeW zfx1tk9{X?Zq{~6|m%YQ%dpFzqV zh4*yDy7zDIq?dlLKWO-Cs{YGaQg7dcU(eLhdbP-4zX8K@mH!M;vFf4I4jWGWtf+47 zdCYF=T-SoyqD|{wFV8ftPv!G-+hW!H$l7<0quqNSo_eceSGQWOzrn;(sCmMn`q!+5 zuK68j4J|r~{Guwg1^s#bX76%z6$zi02MQTdinP#PtB42t+A>3D3N{NYo~N}}^eE>J zPtUxqrdh9!NB(Ev)b0QCY3F~2ec^vVM~O^3{;x9TKf`_Pf2Jod#$Eq)wD;Y<_dnG2 zuVnoE`)u0o74FrwvPXAJG*gf_V?3eq&F<^s)JFlz+~wTH{EvN#e}r4Q7G6GEX!6=? zOKQ6Am&@-=rpe7&wCLJ#@5)D^hEumRHp}&@S^Qxwo@9Me*;838%~IvN$t`W0IJgqu?DfK~PbcQ)Jw5NN#vngE>RHCR z8R-!>g1==|Rb_vlxkpu9FRlHo@>y+fWwA0#mG8>}T`PUJy*oD-+_@*eBQJWiCgj7s z#gA53bA0)^R>|z#(?8!5=N?Fw2!0v6R^;;LU4rNT*j?1yWBahWR_~if$}ICTT~5`? zB=-RRdaoB6izb(s!`fP)DI~_vtYc1q>cf~&TJxU)d5ve3=zQeW zurGI1KV1Fkub)i*&7X7EiUh{H6e3TzptI#c!%o*6FaAjWXCwb_*Ze2iVVjWGsjiM! z@B7bC0b0sgKJ7olu3+f)$qDZ;<~22-CnTT@G=;oE9Z|{F|L!$!<6nP%^M9)LzpKAk z&C*!3XYyH`hG{Hnu(U@Fs2Ql?xaDm9eXXkh3=<{lAA|5AUh~3x(GH>8VwrAy$Bu11smS} z>#+Av`FlN4+S#acBeZTctsy#zz% z;@^JzXYn2NYfSb}{QKf4Y96je^~iO_huz$-SF=yL9lmq3qh`>=X$LK2J{KGW^dFyOKYhy|ixii7%_PyZ#-&y8lJ$zCX9YJ5A)nKoeHKKj;6` z+cW>oulmnlYcHway!OxksO(zNqxH$J?td}5UzZCSVE)^`y8goH+Ml3lB=>K%_CJ5^ zd&$0e?VtHw)=_wj?T4DmpC0|wUZiYGxG1VYc56ZNU*DhI{}U^J^UHsR=dXS*kvq5j zQ=P`!jCI<-ksR3nrZ)OtTlD+0`#~FfUjAn|fAzbE?cDq)e*$k^j0yjSY|@Qi+yC-x zzdsu^1(tsKKg0ah?Iyun)hh@U3+J zvuW6d0nsmsM{W;Gch$YziQhX-L2f+Dfdqud%{#;`QYk$ z|OsEj4!=dZ}QnR{uj@^ z{|xu9{b!J}IUD}3*?j-^ultYfwBMu*cAxU%-}ch~8SM5;{AZZ?vLt*~<*fC8+4Ae( zzpn3BDn?LUV{QBegpYz^}_FO)5wf=>1^?!!?=sy`K zR>6!{_;>!;e}?nxkJ&$~iWPk}581?-tNt@wNc;Zp-}WCD|4x(#CxUNv=KpHz3<g6rziNE7^mRF8`Z9`G0=>N&c6<^cwP*{5oMIPiL1u{Lj!{svGY%>)H7u z z#y75y{~3_hAI+cnpJDg@kn*SVkH_`A&{)*<^DunD6Z!-Yh|h0_{Vbom;De6RHU2Xc zE`9kAH1uux0_XOX^8Kh=;CE=f2Q55DI=rvyX8f(6b<0nD^#8N#=fCzsSCQ~_H4~63 zUr?(L88dzk6$x~Z+l_pL(vEfVC`Tw2Vk|yEX$@8UXF%GjaYOq!$~w-tx^&Rqjr-GJ zdpDl*FT&Z-&{))9^BZ}OAIhOnW%@rpeYKslcu1UjBoY{c{m7OEy}+2gM4fHaAd8$Z zDN2w#m%ZFRtEV+LQAhl};Y0T;*XGO?wJA|cZSPUjmto8-!L6@<1cEnX9qd2_bftX;^FM`~n+mE7h&>-9EQC!z9LUe~^P zOTNi{xs-cTSW{!UrnO4gqTMP#3Lmj`S57(_{ktuA{>8#y*R9vS_|?~2q;N%dmRjOe z%TpV^DK|%*=MS5;XVE3g6^}n$eR|Ss5qNvZwM%=<*JVxQT(jlnl8!IMEx})O98BjV zYVLN8xwkYTsNdwtq|aqW8EbvR5C1whU4CZ$^0OlK_a9EF^*A9q-DR=HZqEqKtE~~A z9hdFd%B8Vr$pz4aB1Idzm#@y6RW>>M+gz`2+#Z`7F4-B?vakFm+MfH7``~tAj^yhJ zJbuP1dENgRYK2}%8 zmmclkeO|F5{4lpY`R$uvLDZV3t z?*71cqDYY)!;h+0ckWiSJu~aGT=Yq|nMXXP>Fk$N4fawARd+=KJ>VzLQIP2Q9X3uZ zInU`{$dcG~K;`&qxt)LfUq(cQcbb}CS=d(|nLNp%)r_%cPGQ&04|Bu=UOa#MZhl&- zPRHYSD_>83`POafe+G{0-x_}NPyRM%?*8g8=jEr?O80uM@-u!C7G?iB_<6|6gI9yv zt#@Coj}oa((|iqz5nZ&-jX_trl0vi)$QTiEhDz|uzs`q_xJUj^~wh2 zN4&k|w#BV&@7oTV?mu?`+FxZpzXg8o&dQheAK%=6KmUo=)AA(nVQ)82+26^ms-F?) zDtfL;F>daMsasClNgTiPM7Ht2-Xbfm z7xMOp?A+)5Uk|R?v%y>ZrdW^|zph6r`_5xU?lsrbKiYAqf5<(vX$3#G@-hE_qYeLD zt{Z>&bo|hyTeoAfgdIxt4c_)eZZP6M{ppM8(vM}g!>9Z8WyDJRb~Ni`864cjX193$ zwY?rz^TXym`?>ydb^XN8rVrcyU0m$dQ#)V#>elSr+pE8Swy0-$c`<9B+UCu3@>(`l zvabm6vzJN!xZeBY{m%1kYu_&1ysgXg8GA-ei)&1o#Mi&tC)VWat;useJLf&iDGt7N zmh`p0<&~?l%>z}BT)ubyyE6N;ylSq83%kCV%u(3;{K~hDJJYXy3|Jky+)q2V{NH}% zYkLGADL(48du6>lVp7D0O$(mNM#vP@wIt8_^j;$K;!8V~y&K!@f-DUCT@xhu4_mDF z{vg-+pMm38cVYR;Qxm-n_|5!J3$3tV`SmILOik!Yz4ec{&pI-4YX52YdW(Vi3)8N` zwR>!AmmmLCA7=ArmO;d?`(gjYAJ&@vsdI}J35@gn3SLEkdO*fHE{qM<+rq!?i(mQ4 zCip*t-oE;UcLH5SU(Z(o4Xc504W1M7Uj8AFL)Uwgb>5GoMEvG=J4?QY&y%0!Rw1Tb z$e{i=l82e`O*wOa^6R+6ah@O84_^;^_WFpq;g-U);uCWu5_UZi%U>44_~ZK83kN}M z1K5UQvP!H|cn%!e8@IALWq<;I@#XLkO3zL!Z4=V?S$pR^Wf zDYb@5Fz_(gY9HGF(63_tzxplpzkjR$XOLdE`C)!TX+L*GQ>}Br&JEKvb)y6n%5`__ zl6z(G)0d$N)Ix&!h-ptf(w68qqK}ccM6b6u2CuVzf7%|p&iZrvMNoKvuw4H-x9@dw zGj)zV`nb|z?=i;%f3({!zRgR!n&6RK`&wyI;rD{7`Cb<;)VQ0?=h!yS-j4Bm$Ap z4jG?gJpyd^#`@#aSH3|xWoX^&gK>P9P2UQ{ovkdI)F~;Otli-5xA;QW!|dWiajJVh ze7$U=rM7*tT#inGwCuq**^7C#3RnKVT2hb}@=;X7v~BA0pFc(Nx2%5c8~Ekvd1sq{&~Gm`0&HU=A56+FMN0%bUZCo(`~JuD|^}d zeYb0mTPJ4QetlzBc5+|l93}qZxZO)%TIn}!Dc`?K@pl zt;MCKY%jlVoBnC%;UBw?hX4ArRAPqCm8S~9*YEZh$9%0i|3_yp_rF?G{omi_|B0=9 z-(zZF+AkQJWp+}_RqyN~2WB3H;5ou~!X#EWKmIo7%-d71uEy`Is81K!{huM~=S=Dx zBq$g7vG@`1+15Mz{-x?V^-90A$@a#=f6rH~{?EWweB?jF=f8{pGu*#v z|KqNq+^en?T^$QU-58h|_`RY&$KyY23$&G+?9&60TgWgr1&sz!R}CGHcHKr?*A4R^ zezbxhHVt+tvSktN!;(#-jdoKG0%# z`G~cD-s3VS@XbTe68`4bqWkCmegEh1`T75|K9%$Gb%s-XE>i}|9-LieEUD&Cja|o66n6UJ@vc(C;l~I|H{Ab|I80_1Kd?z z8W0CNe(kz{?%(%+i3qW8JXx^obl{$CJ=-2l zICp~c>jB#ekw9Np-HF00E&urL54->D
  • V|Bv(k8JKnV z|CDR6&40N6n0?!S2Eo$qUgd-Pl>c4cyM4R4(a~?(9c9NPL$;;#IzF9}AoDr0ertHQ zjpKv<##{G0Z4B$b@rGUVPUQLL<-Nt`>uoanm72^oii{kJFE4ww@xy!14{?(pUX*WmTT)?Cxir)9(kY3Q z$?rDj`83r9@L!f)!Tk6?L(~1O=eyqQ31{p4=&Sqg%gbe-)b>Ru<`<^jJoY@4G1Bq( z;SA-;=M3r|xrGP3I5@SLP~Y4blGyY%dk#-bfpOfvHHnHbDHRHib| zFIutqA9H+m4cEL^&mXLB%F~aW^~jg$7&=KR~`9e6Bx~*7IbdG zG|3d^hUNRS7=CX4w*K!@8_h@O+kee(u+dCi;cxrorR>wIXPh)1c`W5~;+b?NlHmyh zqwVWU_KEy$<#yaZsw*GmdOf-oeO~CN(XnZtbykb+N!*q?W#W$MNe=4r8a7YZ{#}gU zy!^0tf7?9ek9_TmjxWlN%ANA7E9Ul@->HTxCr-TB86?4E+~BD2T$26N{s(jF^sX-c zxNQ4_PCeD>Ui1BPoit`l+Hhu)Tg!^KJ5!!t&$__6|A%JUa_!gicrG>ziiBM^S1mr6 zo)S>c(Ei!<)DQn}EB61W|8V$l9nS~x=&k50;h%sdxR6T`|=z&t$4{x-Mcr5efKPOl1n#A$r_ z(G`7fjoIU@+hLp0yU;U+3U9dx4Mt)9e+I4kN7j+*tXR6 zh{vpD^TmHXI*V+Gi?#%?KRe&~HNNluma?_U*=n8TmFdirS;DrZ-8;sX$GxTZSmE6n zbJAt~>K^``TPNlEVfn+}`E9(1V&iRk%UAeID5}goz@ArmOElEcw(L2x#d_C84R&IG zSK6oD7k+7{xBKJq!?kvg11{$+H!r#w$^31$Waph@CNi7Ep5#6)?nz*dxi|H9SWWJS zw_Pu)dbiE4E*JWllA@IOP_e#!p~8Tzul^+y8Y z59V8j&JVkyd&a<-!@f-9z}=oXT0ALFCQi!!B7bn7_@x@{2Y0OxRi!ZhHam1RccKd8 z_7(Dmc}F&?%n$O-z33o6|NfTrH%A}M=lId~{D?h&$?diAhcBH->$`VBeAfocb7z~M zmB=4DJ&FC^%gKjs|Ec-$e(^0{jvuEZ`V&5Vi;Z$uJ@B^olUvI9$Fu%gFKVzi*(dc! z@W<+p?MLHp?Ybhhbm`PHjqgkM#>VUIJ;nZWX-Cv{R5A~AJ%W$qq_FxKgGY(a=-c-J&AF+CsHx9;n+>( zZH6b7-;IrsUs|^t@kx7KO?XSl$8aQ+YW;{OaMMZfiW2BeizTv_q1ArcBSMeC+l! zHqtM&<4O7YphXRKQGeU(bZQ)aOk7(r@BXn_{~5k52{XI)K4*V&lWfnKhyCv+7SG|^ zxqfBFq6VAzZ+m|DSAPtCcqAaB&Hn9Owc^s0Nd|!y+U?zi550K={3QeU7*%STKm2ES z%zsS3v8wiX^SPc0(Va6dosYWw^o-v9iet`-2bFETo=?2;{L8E^hCeSp@E_*y{LipO z{mAA=^TiL=W-qfs$mCS_)4jglMb=;=M^P~OzF%`Ry{j=`kju))h_cw3Zrq;vV9#?jTs0bO)ly2~2T5oyIc2$GDg-z~n z$3Lk*7CyXb!)Nlkc6)+rvE0Pv-rr^~{r9-$jDxx)m$9-Q4TD>*aZ?HiHwNe;i_x)?sm-`f7rX1|!7^xtNmjK$YW zZtlCf+@wA0L}7c!yo2ra@3o%yTtB{#=f}~H>mTGz*Kbn4B*vjM@lSVb+99Xh(?Xt| z&3Yk|{KH}`d_R6|`^JoCZ}aol>n9mXKUyN%rmB$Y z$Ml4E)q;lN#`wBd*Tiv@0Na2o^;~@pSSQak(3Ajrd)K8=|6a%CGwBukNm|y?9K&RY;5^?`R(z! z#zL3uteMUfSo82*y&mYwAVMLodA;E7kNF{+tNVX=mv)q$2+qHil6TK!VgHNkx?{X{*YWVyOgE#8#xFnIkP==j>1DMgtx`_? zKf}Vy5&s$Xf2#jjg32vj?wa^_ap%AM6Zd~x^ZwaCb0(?<7g4#_=8Dv3JgT4liT}+T z^H2ZM(kDKu|0QeM|NB3K`hNy-cT{dvNg%{*`^_8fpZ+;>o_ptih8HE*?BD;H|0h-s zg_n8J{ac^<&;1Jj&K<7Te@4*N^0zGJKl{^6Z$~G;tXkjsKKEAq53j8qAAT2p+sU8! z@A}@-(qli8|Jlg@+cp1*cE#h5d_7OkuFC$nW98EyE+oy~cT))9kv-%4O{KHC0#tGbn=s)+$^6`#=AGdMhi0|2Yc%XSjaw zKf{HvU0g4ZCa*rUWwB(&%*TlvOw`?srj%x!`D6nM`(+#dGt@u%&+zC48vnIl*Wusp z!hh~h-2bgi`e(hd@rjT2fB9w||NEZ-6uFC0xofR7{#`uspTYcz{LLHrPyd`bkK&?! z6yBB>i@`=us83JaKmD_@O+P5EUaqOX|I_}*E>zy-Mg4DO{6E(@{+-+QFa8V>&bHrD zXb%cs`nr1h!LmB_k8;y>zyDF&b#&dyGto9LSR**_HdX#ZD)H~HVM$^RMpuBW?- zC#Dq6|Ik%2|6do|#{Uepp8pw+XZ&Yq2?nK;0Mq{8ul)a6$IcarZJl_m{*dOQ`d=DS z$Nzp+|IZ-1_@AJ^@PCGj4%h78ueAU1wyY$uOw3)97}vSp7!bEL)*lLfRR2rjYyThK z$$v7|RB7zyR^IwS{ZEtXe}?tV{}~pnEfGEc12t3pjLH9fy`fuim?L!8OrCcsSnDm-+TB{{KD0)BH@y6Sw#XJaA6(- z&U$<7Kf@mXD?i`Je^7iO66jhitLQ2cz=#cp*>V48II*_)KSTWb{|pOM!&l3*{%3d+ zw(~#3`s@E0E(qfcb7?GUz=iFy7IkSb6B%$TMgtBW zkQ4=+XtD3*d{arTTZba_?#STW_UZ zdCJtACwq=~^@JR_^rOJ^$V6IsX=L9of+qT{%l~amJJ2rZtwL`Rq`$mT z8jE(E&(K)Z#h{fPojrRePuaFl=N_c2$%uG-ooVYI&4<^o@4FE8GWUpT@szuBp5Lho zUs#cU_*<2XpMtK=rP`nIE9Dx>L|;5KdNrfl^QGML$^B}^iS-}T^W^o#5TAK80KU9PEh9SUi?C&|V5wC#R#lc(Lj8_Toz>212Y#ZqV4 z#;IwkEC$M1JKkA8{uS;U6`?NaCY0s9@640M(S|`St6VKkZ+r1LV^Pe{1CbvSu$>SASssCywd=_VNE~+Ik^8&;0MBy5;8+{xdZ4J1pwbp79c#Z+9+x zxqVhoYi^>B_9E_L`PQ4f-aI*$ zr0S+UF?M@O@udp?kdQme?wX?+`yCaxF>XfhrtoCYXuBbrUliy$6x++?W(~St-z^K<}thP9Ga)JM_Vg&&ChKc zPh4~reKv0bc+%8WgaN(23w?F`VEs?gb@i{m{%82YvOZnocfJ0VkDK#1e*Vk%s7qsg z#>Ycl8Vi`ZG!}4GZCklK(`AFE%enx7a^c3)tRbfH0;Z5hLn$3|{1 z_J6;uA-}fbd(XS|d*VN;`P!x)`n*}?wPQf;?)%l**FUj8xtP_?f4;c%v z7iV)$bDg1gQq(P)fv34=-ttS0atDQ%Y+N&O*Dixoo8~mxIxY|IuRFi%>E*j|6?K`C z4>|CkU(cC+qK3isT)k@#r80__*p(Xpb zLv8!X-+q4g_x?)nKecgBA?v4mOTP21&nw!PE5ZGy_V4d&Vg1>~W~-T;rQb)2Ozz*^ zeC1bo^y6iYi&}H?GQ;z)&wm-M`8S!@IO7X z+W*$re_nU{Vd<%pi_YfGpC{RQ{I?F9eL!~3&ZWIm|1<3UIp^n==+g_X`^BG_`N#3$ zS+S2_emp8T*fGoFF-zWg>%JoY=YbX1oj2{jct2#5$F+>dpPi2xsQRQlzus3IW4CpA z-0j!Kx4l``YJ1%_Sn~elgZ`N7i;c{tKM3o4(eN>HYC^T41oLNwa962KM^;UFbyQ=? zuiTv{I~K~Qthl<^?5W!NwePq8G5=%uUxa|M>q5g~Lx~AQQ``-(HwX0_T!%@X55*Tyb1C*n}D<4|uExdUC_FcO(ry>Q9 z-wnR5e)-l8t1q=h=DR<9IhkfI-s{Es&WMlwVcfECY0E3GMYk89KJ#>m=9m1sqrTez z1lPZ1{3fsd*3!D}`^$OuTE{*f5kFlu`Ht1zou`g&NzmW;{rmgKDBHDXZmr?u$={n2 z@mtD@p*sbqw3VOD0)~kz$0$oKP z&AR|{C7NZ%!g}hyRr0ETzWwu8fRcZMo!qYN=5dNUdl&a*?CDN8%z9m6bFI+={$qRd zCW;1%3OcRoVPIpBo3aJ87=#B@UW4$@Rb3hj_^zXr)%Fkkf3kT0XNYJ2&)^vKLi;Hs z9v7p=W7xOmN0wWDxNiCQ^8^3xbCUH(!gxiON?l&8mtk#ewIwmiW^=fEwtA0_Q<`;j zTfN&Y_UDsh&TU>5lQo^mbHl1VN_<`R$5sSJhabDPZfDvT!-Y+Y9X~r}i3GY9&2@w( zFvghtHv7j1|1-Q^`Oj&$*5ew({|s{c{~2QaKZ#!C|6cj)_*b>*zwg+p{*u}f=voMg zxA5o(>xFK-*j01wdtl6No81RHLwXYUo>Yaay5>6VdEq}#dPY*gm5(NW=lXWfx_YI2 z*Ve0d9H&_>O%FIcf%AP(M%318{WW@PJ!}#$?y~q|I^Wf6rK(-Y*E`$Y_~viUdUefK zN?!iuF`cuiC7Y7pt-B^a&;8T7^rLa=JFhh~D*v`!HRsJaZ~375rNv*ueRB>AhRIB- zk_jJPLp2y_)aQ_>1*jOSBd{_C&* z48NE{t2Ta!|L2-L|JUF8zl_>9Publ+{naMt_M4jj49+_ib!p$SDOdzqUBZ0iYktc= zjr~{i-p~5a;Hg_^eX7`G=Fb`P-&J3Y{}Bx8>CJyD|L@<){|v`o-(9ij(Z*-{xoeo$ zR74*UekIjJd)`dpqow-LZd=ET+D*Mt3a1*}~>~oPo2YJ&#R}scrX#Jn(e^5)J znswmz#ufDT2DbhJN~*dUF8#3o$A|h~uj(hP>!{y-{+j(tll}J|zSO^Pby1gg&$lLM z%?_&F(J>p^PzAcH${yF>Q-4+SjsJ(h7cPxOJNqU;0}V8jgo4pKKdY~z_qopne)|`{ z@^RYzVl{|pyym;Yy|oBf}mFT6iqcW%_AS(C0``MM%4V5zU;(HA0t{~5Tx z2mWVRxb6MFzvllLWETGueYf~OgLCfvzrXVTSw_~U`2U>#DEIGL{-^Z~f$o2_@4EkM zyS@MSm-~N;`hSG)>i^5Tz5e^l{Xd?{-xU6r`lJ2Z7W=9H7+vK*tS^=SC7t)5;r-?M zkEiS(#=WxtVs`gG!~JFd86Ho87%PA4!oTnztRnS?_Fk!fk-Pgp!+ziY497Jv+#dLM zqW!b@j{0oppYaa}I@O?`Ut&Uvo4U73RZ7U2qk!K`mI zJpHoHuIoSZ;=rTjT}O`wF1zg&6{~mmi?x?_@9)z4fByRaXQ=0u&)fZy-ax-v5Wo{#jW_xb(Nz`+xqL|L>oa-QDv44EDkQ8SWo;-?;cc zgMIj&!#9)nzmWaU@F4I%gYl+CJMM3f{m*dz%72FMA1=c6+4jo+{I&0y+-ceW3=Z%A zGcfi4oI6$Y*xz06|J5!3&#=F(A4%7njQM+I{|pBf|4UDGE!>ar&|f=( z{AX(|9D%SH8U~4PHs1fj_n+Z|#(##HHv?nxZ?F5$@cdQ%?;jb6z>_=H|L1RfF@I{` ze})C+{}~$H|D4;8Qm@T@IY0Z8^of1*Snr-%EWml-d2`tQN6G&g9JBZT{&D|t?2J_c zQ!~v?w!S&f&FU_yV-FD1?myQ5W5$1m3sLX?{WJe@ zO+I}2e+GN;JLl#n_WWmWwTu@PI=E|<>)qN5$g@dv*zBhcs{|ZY`wo; zi{|I3@Y{=Ra_-H|_*Cst^!}>d-Tv4`JM4cre|`T;_N)D$`u_}lf&Upe>h}I;aNf84 zKSTe2hL5Md>|Nq7b>_XsI{tqGf2;qs*ZTiwkO!AThve7SUwFUrKf~ky41bFHGX*wV zpVDsr&(LBY_n%?m{owx$$Nw|@cq;#){q_AX*01V+{AU1_lDAxR&VA~7@Sou!|MmSZ z%CG!q`1qgUpQZaB#b4k5^8K3s&mL5ceVfQ_yoa#sY?n9Ly^r z+B<$&|7TD-d;V|T_J0ji4_`0*Q2x(#_WWOe^ZznxUq1a$^3VR@Cp#AZiv_h3w=U|^ z-t*G|SAz#MR{LB_W6`b?qrn1cNW-`_EDt}$OGV#^5e=^aQg%N+ugznv2)cbpL%c5;Iz7N+XAKtvCYU#?}_`fl$%9a0e z{Bxgme9d!C$4@6CX9unI+amJvq{*)Zi`KmSCVs1Bt!V4ivv<07&s6A~)A+il~gWaGu$Hw`}3Wvoe#mn{JU_?dv^xX8hKx|6bq!pn1_%R29}*mip!Y zr`r7Y^PgNhL%z)a@h$)R`A?!ndt>51K7CcQF7V%D@5_GLjNwx+4ei}?)MR}** zUHf&{oyeHO#oR(H6HdtbS$(otiL%jvxAP^d!2Ld z_ScA+e(_CleAv%_a7C}1tkOlj!!ub9+T|W!d49bK$7g@B8ud+=YfOt*Wd7>CvfXUM z%#_HcHxolrH!z&AIQgnpvp)T9(aU%1ZR|~YKIphTV(|a9NrH{}#yfVoZxx*K9@lq0fu=tDbHmqp2+P<+VQ^mpG@C>hM>uDSDe<(UtaUG ze%B?&d9_oD>bV{sefaw75jWw?ZCmPM|G96UnkFG*79X@%V#kuN-Q_iRg}%Q0&%p4` zPVVKjeFB%h{La35Z0#EF&-x!VxT5nfy2qET>A%JQ&t^;gub29tqE1}eCcTQ_HeAr}@@|7oo|A}w0J-<$krtaFU z#}=Bf2Yu$d@pLw`!k_*6&QbB=xmznsUOa2PxaCHN(Xqum(hHJbS^mww(!BC(=DGY? zf6cf5lsAr(sDCSEvf}v7PkW=o_UPOkumd9Rri%+O(WqJJZn7!1O z{jxvi{K&d@OWHbP$-IQJ_7g6l#}oVGFYW0%_UYBJCownAeehY(@S?!2>dN)&56UUYXX&~_ zK6i34YyaA>`48*FFXtbBl6uiq^vV1XDwKMR-mzESmgK5E589Kv;XrHuYPkc|lN*0r zKQ~X^YTknAKdld6 zFMM^M@Q+3R8A5mO%l@mf^~ih8GndkzCDreI@6f%U_n#E!HQoFpr{d2XnHXjG`{omq z`RDVWzl__{wW6zIVW=AeGXuZZhxO=#dTV|}Kafp6bWdS^z!kk5)h_R_77p3dd3x=; z`s{)ojSs_*uU6xhq+bk zpW@`H{mJXnL!8Tlin7pxO%cZ)Yo4Ef zw>m%X@BN1>-`|tJRwsMswb+M@3olRCJ?Zd?D(v0dJjd){pYgqQf1LMzc)DzAZ>{dk zr+uzlKCkWBQM-3v@Rl#nyFT1!&6@U0ze{JU_mZg(8)xh~!k9c&xo3j)uj{TKy^lqu zcjdlOzWiWM$L-ylf4*33$t-bL-s_&^lsKt8FRfV7?G~#Go;;j!DWJII?V9zgs$SOb zesAHWv1nh-?*p*p7w`F>p+D_EL(P8%#c-{8lm9cwo&ERopVPYV)!qMW_WDmfWq&8L zs(wbGtLV8Z#n|gjdt{eo-%{8+>(f(JAtS3};S7Cq-4}`;y7s(fk9Xz6*UKtGeDl?8 zZbUpVvu?g|-AyXwaq#z5FCLs(`A91un^)Wa^Cyk_nc>%FEq-}E*Klskq7_cw#Ruhf zu1~r$_3a);ld5jEsV0vmO)8%L>Ere5rd{)eO`65x4*l@#-^C>O^WDFxCo7I03$OZ8 zpVFnj>1Ok!#!ctkeUD$h{quT_di!CwJmF{g3m;xv+IMDEP;XRB7vJ0awcCF8l^wcP z{rX1E+sQSTEnMWD?Jf7dR1(jc@xH#q`P}MGb?s?M^{wprpJ#o}XU&>cWwuvtVYSR9 zm5hTfUYvK_tS8=>^?v`u)EDueU#_gbzXh}e&w#H*>A9t<-t-sQ^NveK6)yGSz5F^? z|7mgi$MUZAUw?WT8bq!<<*C~|H87~U;jt?r@#J_9`*k${rs2jT9?MU&re|k z+WgF$KKLJr=6o{i*tK`pJT1!G19~NQo>#Fqo%&eU{OC8qXn7IOiWhGV@!NgyJ#nnC z&Ejpm$92(O!J&5zvGePE1sb4b*DGhM7sr5U^P- zbQ&dQ*2(SeZ{Gh&=gxnI>#yrUtLx%FoPYXjzUoo=Pp_Z+3I^UHPBk{`3C~k5-^MYPAVu4g5j&Z*KfQ?ZyA4<{;Z_jI4Fl zS;*@8503P8@~Y`=HHLq;CVY?2{bc5qeEVtMIR?vf?rXC{&$rcoVx0eP-|YVkj$SJt zuij(w?eGjWykjdjuY)Bfx^W&fd}{}*VD%KrZhsqTLil>asD|Ed3< z;bwTgYvue~5q+=!Gcfl5l(}>HUuOM-p#Ka{`jr0(2>xeqjQ=zJKf{|9{~20X>Mw-< zXHfmm@LTKci^ada1@G2BF#OM;@NE8P@Ba);)BiK56w2eVM;>ksyUBlsS@Aza_WxAw zKsDI@A*1{k(f;IkFU8V8w(vkA`A3XIZESLYe^q=9t(*F!6Wssc@8gl0N&#++q zKkxqx-$HL+bpJL@dDnl21Ihm!&)Pqm{*P7vpT{F)Q~Q57xc_CX{}lh9Vbi*Mpatx* z*Z(ogf8xvh&tS6ugJ%6FcftP*90)^0>JKs5ztH~AFzG+T->GF^0{<@Uc(?z9#D9hf z#r{8+{%2_P{?9PU0@>Wf$U(Py`=b80I_{>ZC8ET-Awt zXv)5wThn);@jS-!fv=Fj@ocwO+q->H_;6Xg8Q@WNRA?=Sm5q4FqZtX{KdNBy>q`_F*gJaN1F zY*0Y{OIQETz|r!b;fv(te}CowY4!hbQUA}d;LQB*Fa9%p480cU{_UFi&*|Wx@izzg zlAtyHZ`b61*8jt1|3qe9J}5=}oHPHA5@hGKNOh%ui2>n{^I`(N5dms zwMqqriZ{*a>mU$&J04Ex>xGjy%n)MXF%$b_QG{eQUPpB15o z7$~7S)&Jr-`JbV#|38ChY^q3oZgTxhNK$?Bx&DX9{xeVhGa$PJl!%Z*V%I5+f47eP zXE1^!qm$46GknmjpLy~>1Bz?b^z-+6+}wZTYxQo6KZmDuxdr&K+X$ZbKed-{hdxjJ z@#g;w*MtAGR!iokcCL0?vQ#&?cS~&k6Dy0X(v5k({L4RBKk+rZ+zUOn`#*!T-cneRD)s&^&#vizK}G7?K=*HL z%0KtB{zDW`;Yjj5$X0E2mA@s?|Ll+WPk6Z(gDj8c6p{LjB>UMP;-A3F)Iwypu0VCw z>X1OF%O?yvhtIJU35*Y^alDAw4-~d(kKup#x}w$b>V5wiD(0{MDPKPAKf|uzFaH?~ z7IkS)cn2FX!k~A4IRDSV_&>w-%k?ibLtZ^UZ2yzt{C|dc-~S8?mS*dJ_nNoyuRp)} zKUMqR)nBY;X)M|^`7DMZNJ~>J-nY;H#5()mzG%<_te4uee^mZwP>9_B`sw~JqU$DY zI%j`>)vx~y6F%HO)Dh?^`fN6=Q4DJV!s&uIq?OI@vztB~|5IWAx77Yb`2H#X8FpX$ z+W#uM`9DK-`;z_6VO<*QCckjPv%ZB-u1jP6c6&1`dqncix)zRDqO~>q$;bQeg}?r1 zP=5F6{&%ms`OiS>xnvKbw|HUva68HW3@6y?fBnk;%c?au=12N}1_jCg46k4A|01$B z_20|jYxXN2KKsvbWch!F{JQpFSCQ~Zl?!3ovC!Zse)}if z=6`Fp|7+TMDJ=5%@2~OkpX8)}1afIC+H<)8+Ox%I+^^$C-Wc%~B^zD$3SbXW|c=)2L=(p$3j=Li@n@+(aBW!KWJnO%Y>h?dWy%+uO zr9WiC!Fh+qqU|-93(Ui&tn^wlMPc2U)nTn1mRHI=PHf$_bN7Vf+4(x}*u0Ll_SqI_ zPCBjO4U1^TdhJ)-Ey1t(0{ZV(`x$_9?(pmodwZAG~;5)SE{L%PNMp^P-Km2Dn zx7#p6ylttZ=c{|i*|?4S^!6-deYbRfv7N+{S)pAbnJUGtp^_@sz4IUB=0!B`+}bk# zK_y?kgKOp=-OCeOkF8W{I(09^<=bPO`T%>Ym5=x(UUjbV6>V9`yT?d``84l-c9u!C zwHw2|d7b8phVA|Pc9PNBo+DR}c(sY$d-wLAyZxFMzuG2hEqx=+Tzj2e>%Md3*PA$& zqD#l@SP|6npP^KH@ox5@yQ$^}Jxz(shem60|%P9+2HzKQ-q^X^^b=`Owp{ zXKuVIoM-R#=+M)9mqoQiWq0P+PfyO8`ZIIo@s-nRZ0omMFFe2O@%*Qe+s!^ldnL^? z>amu(5L@-ff6pe7^S|~kmiYB`t-q*}-KrYhVKLkxJ zfA&4wZO?ZWU`OyT)fFZ11tkp9#O3WH2*La7Ad#ok_l1zFd_n(R!ryT5Rpg*(;(v zQ_H?x+GM=UDCFab^IuneHNAS|dO2I>{hI!sZ4BSu#+uG=UF6Ap=g!QKdZu-E{+T|0 z`03S*SDPXtey{vmt-kf#%odMu&eUC}+?rNh8D@4&c0#M=_Z8WjKX$cV3=Lsm zS;Zi`!}R2h!{27#NI1vRCoyQYfW&b?6OrZUZN@i5BQo_ z*q_?8`q@Vl)%LYoLHG2I*IKST>RHOAv1o&iHc}-}9V3n?y!ZZD{`cPYHTA(U^6(|K zCG(xY{-g7X%}Io$FtbDYPo?;0E)%1x0JW zm|m!8K4!HjTi7*G%Q>H?mEqIj{DTKo=Evs*Z@n)bnRQEMT5!av%|=ZUf?H$CWk3Ga zUba?8xMwk^sp|c-qQJE?Ryu_$%}KpoQn)41wK9DZC~!cy;7g!u?arSY$!S&86nVsT}1 zb?}SM3}fFc*kEtOT4`I9wxMfI%GBB6>2>Zwesdn&y%Ib56R1*Nd>h<0BCAogIa#Ic z8$(L{*Y5lGR)>6(|M)lmKSONz&udenLzVMhe|9+oQNaHwM%7n`RA)83q~TYD~VvMh){q&Dx>vnN_-jZZcoP`A16{P3)mw`=z5 z{)smWME)~yyguu>EOXnh(*3vcyk>@^&iLZLG$mW=$o7__V#&>ych}Y*+P2)wf;-93 z@AFIf&-K^OPS&)#zkAu5U7K|4-s*j2t2h_PcGPai`(M}Aw<_(5kaA1Vz4K?4yUMSA zuVUKWD&`kWYPy}Yt3FZs;r5fC zw-;W|tDhS7F(uqJDE8pmDSt26z5HsowPoAqE&m)k|D1W8XSr^Bl%k2J%M#%Y{3{>r z(hU9eOl(UkD|hy?xnF9}Je5xk;X)4*A=99v1b+Mce)Gba z&5~(?3!^yIcWw8!&0qgKuYIbGEvw@>{%2`F+D_(}s&&~ZC&=11zWw=Z;pL@MUWpwz z@uYI~ANMO^{k^K;SEq_RIWEBa^`!lku(;X(85E`Sf4!N1Cj4B|L#fD?h2Abpf35$a zUaR)h(K0`I&BytF8jt@ijenBe*X7>jI>}7yRT0N4-ZDGm{|pl>{xhsw{inCEi`yWS zWl{mdx_4^1$?vvr`s-8lpW(run@P_;y?dkOZ!_t^p9OP1$C|g6?9`e1UT>d!$${WM z+Sk=Ttt{!)y6&~@ckInzqjk@cFWR;yWzTwY{piAW!{}e-_3M9xyJ`uX*6lvFU910L z@7J&SzqZf5rE1=>*UIbSs}nWeRnu?HwsALH)DrxFY$p8>x6*Yk^_t4ILz<4GQ$pPo25 zZ?~WJ#eL$|Cl}wDUY7i=Z^`o?u9aJ>><{h#$sAjM{rJCATVFoa{hL~4eEfXSui16k zpDp%_)}J`JqW=2f{|r{||4D1eNjO<;S?B+}>w!%u(w3-gKVpkEWo(X4f8Lf<`0q4h z{}rj*dYQ?o_3!J_?Q+FFy)eBz{gYa~Kt-|Zo?1JLIR;5;lPnHOZ$9^U&g7q0;!H2R zS^uT{s?H?SSr&gTeC**2mbCo(c+PeHwVBtq{W|mQ(m`#nOWV$9T7RlgzHa*BOz+Yk zqKkJa*o37<$enRx_;W(^qT8B{T1%}qdTH9t&MQjNaOc!A%{aT$bM@=$xBnS<|14tycjEd>Cc=E=sd>c7J6T}4}?Hm}yJ+`V~OD_4oaLf=SMk-*4V;7%oKk8D+G@x%Fl8q)tW ztY7w@;X=^X>A#oyNBmpfKKnm|(EPu9f64la1jczjYxT@|q&;Ivf`>a#;hQWg&7(WE zT$r_MhZsy?2q*$v3F)^@BUpbdAIid2cNp7-oMh?c2|pjz2(id zYekR#83xOf_SdF+UQOL_Cbi~-=ebLT{Y%pWW8`DjtlstVme2j0&XXsum!6tA2`>FpK zq#mzW@BcUL`1kl9T>lx2`QQAqtFK)CNY_c$?WJ!UbSu~A zg?1HriJgaok6iv%YNnSR9(eE7_3%Qrh-XvhI`cWG@AX8>DA#I5wU$izdHH(LT?wnY zv#VD}e95S(UoNrPbn2y({kwKY)K$u#+BsjeV&3y8CYJs;-&PfGw$!Qh{5SRd#aPqL zJgyN%o-YamPHott{#H@8=I$GjK-WUK4$6xJY|Cr4P=}F%SI_79&+vrV{%@`Mzow~c z_TSa2I{wwh=KhZ<{~6xCzwjz!QP(Gb6Kp2I#2)XHt3M%@|LbS|U)Jm;>+&By|I?WE zpJDwp@WCoxr!D?7)UAH~&-rjYm!hjk_^doo%N83JMXERUqKuTp{R{s0KKh#d%60tk z?en|*7lIpfNCRBRe2XfLMf>jjx$)u;@*rF!^1#*A^^=d+@A1F>r+@e9`n#IHzzYmc zl!JPkSTUJ}7HDrB4opgh*I3l`*%!6}95$m4r^%^+Aq#9V56)occNGc0J%6^WJfau3 zHA|nl!mGC0bJ{1}G;dYUGjUNzB4o7Y{C)WPSJ;1sKibv%e@UtTXV}mFpP_rbwBXcp zYa@LdD+;o_beeOW1W(g^T}*?!Et)SNK1}{pSA+N3Yr6`1~*R$6Wc> zy!ub-s|+*NuKyACz5a`d|9^%$e$YWvXxe|v)t}if@ShzUQd*EHmcw&|bj_Yw@5i+}sU8>ZHn?4S7e z#ZlBuTaD_G>xvJ%xnHklpL9EX=VnLEpo!BCTF87j{HH5))BE)HDd{Hbu5GK;D|}@5 zpCNW7e>!_<-RcuxR%v(rJAQTli`0F8ZvSWKUi@1=>_5Z8X}>?`|I^zu|IM%Z&tGdV zso%Wz&;O|GTG6BR$*=BzF}h!u`=8o1(H{ka_!L*HucfBxF{l6~{qKl8h+ zqwpBp4>grPJ^H7;NZFQfQB;HM*8XR3*8TqM{-0R+n_octgMKfOJGcE)oyOaYb=t@d z?0-`m{jV+h{n`CLcG+(R?XbD}-NSZn{*ym}w=Twne?vCu#;@&vdA8r5UH`G9KK(Ly zN7jUDtNSN^EZ(|k$9iOgHh#_jC7Hk944f9uF9&VNx~uT5bpPa!?%A$|@yG_DgvNaT ze|773Ilg&aul}gh4yA1LKd?_~&$W`7d27Gk?q-QRlV)*cf=8(Jj>Omfhd_rJvs|@* zk+%TDkY?3f!GsJ;8mpFXdMqZ}HylirGY{}b>H{@3>U{O@nzO?!@} z{=cNx+rPhE|MAq*{|sSS_2;jCH}+qD{HOPpQ2igs()JHgY|wzIHu&|Ye#&mwp#Kal z!Xf_|7Vi4|@9%cdz8F-izNRe)@5mauMk9AkHlX` zF?O!y_7zqCroK!l^1QIrqImh)y#A&C8P4po?8yx4br)Y$yX(d@f|>n3xS$fgH1bNS zMcekH7Q(27=$p#_3`T#P|0XW|)BoO0S9B|SA&gmyCZGQ~{SmZ=u-Vq7vA*VK^7T5j z#aW_<|A_x*m>Bi^-~M>e{)BfL7*jFGQ#9-4QBItyX0761fvzVfQGo08AI&^C7e})CBWm}J;ZkKqQ{c8C~<0k@vuA<7w zjTRL4W3&}#WunJXJ#}q*P~@FJSJ4glHjneqTCu2$;p=_Wv(;jc7W`*GU*g69Ytdn& zwU49hg^xQJhkBmF=g;=v%U|{V+5F@6#ks5^f$abL&z@@T}S-COr< zkM7oGDK9YXL_Nl zNZ28G2GN?gc2(vr-}SdjwQuMuon!X+aq^4Y@*82Y+mGn8-SJWEk8LotI5TmV{@*XB z*k3!yx{BPGtJ<5=d-Y;l=#(dduXwFc_CeZ#Pjw@u7+F7ePkL$XqyG$@Mwzem#NXB@ zZ{w+pxMFtq#`lBC@h;a~ykiMMey*8NT35+5qASU zf7hk|d-pf+{dA%QmXAM+Don879lEse1m=eraN6oXVB^ zL2Z_IQ~NxbL~gJd6&}-0KU5IwymBS$9xS#Izd?y=s=V{U{1MwTbe}7+Bw5R9beL-EFs+(2Ym|O*1&L1ng$A4Kx>C!FV>qYv$hu_Qp z;CN8KrEbcjbw_SK|A%8MN45UJ`k(6G>c3u!|I2e-_v5v5_x&%HaBF)UDR4;fxKhTT zT51m}kLTa~&v4zd{)=(c*?UaUbLWZ#Moa-Y3WU+i|2JrvX06_m&7f0L5@Fd`-n!!4 ztKUceGYF+zz80f@>)-Jli9Z`xD&6}QEF6EmhKo@q*$ zZ}#}g^Xs#o?9<1ytu4S!{LSxmv9?#Aw?CUWkG12D1LuE+FlUAX)v^a3-}rTX!}Uou zj32&U-MQ-{@0nbgV%I0pY!Z4qS!chT%1~$ey2Jofvl@_DFc12TDdZRQ?2BJd+(g6 zY3q}ZtsOqcvkT6@xb5)gQ}(Tu!Mt6CD>XlD-SwYA`RH&w0;(a~#)N^>;~S_2>T#Hs4FnRUR#^7qwAe@nhA!L$-F=9=)4) z*4xfVFOWDU@+)jT&V2x@i}$!pTkhy866OlaJFFNjiQQc2EwXIyl{)V<7IobKC0S78 zk9|r_%#Y^c#B%-iFP1hdCnP<4TK8#^-J@SJrS?<9f8>9-;I}cmPA%wPno8Hj{(I*Y zm;9@)xA$7Qx<>t@>%Z0IHP?T6W_R8Tp1I`wnIr!hitnxZ&v0nYNBckj88ZGeeE;VE z&)mm-*P>NQi!?$58yF5SUz)b(`osK&(thrWrdsEKog1cU>P87Dl~wd4GDB*sCtijXu^(qw1(zU z&?$#FvFKyuBkR^DtVhlEl|SeI-u>0RF7i+5i*ulTqjT&!U=1N`bUjK=+OZzBRirdJV2uxCS{|iIx=#B6(!QkZ_)z=K`3g;48Y|)3sL}f)sEy1G>+F%e z61HX6q;rqDG}g9&$~IiM=Blem0PAVp;NXoNM^jhai*}1H^hi%(`Sn0<57+#ELcG=g znycpjW3~Tr(Un2|!-VYnU!<>q7XJQcIM)Be!}R?x-dFWMME)~8b`@c$KjgT+{z886 ze})6gK?lb?RJgwXh55?=3=e|;GxUlCF#c!YWZV0n!Evwue+H)cptE9Hn&bX6EV#G) zKSQJcKa)TQ_CG38-~Y0Gwg1Ca|8emE+rO$HF82095547`o+mjK1LwzSESl{3;@Iq{ zMgDJf-TyU-*MI-H|5!f~yGyHfiv85u(|@|YP5zhueg9{EBuNy78s7r`g?`un#Gh&Z ztiJj`gTcQ`SL$CVf)3G{{U-y3v#39n|7m>De+GqNZ0P1IU$r%Q!m3*DZb{uP+Lh+u zzmDO{`LMZ+g5#W>ibLl&8tnhy1OO}~#q Date: Wed, 11 Jan 2023 18:28:50 +0200 Subject: [PATCH 19/21] Creating Parameters model --- 2048_Statistics.xlsx | Bin 150909 -> 151037 bytes Algorithms/Expectimax/Expectimax.py | 3 +-- Models/parameters.py | 38 ++++++++++++++++++++++++++++ Pictures/Screenshot.jpeg | Bin 31099 -> 30096 bytes 4 files changed, 39 insertions(+), 2 deletions(-) create mode 100644 Models/parameters.py diff --git a/2048_Statistics.xlsx b/2048_Statistics.xlsx index 04a51fd3ad9428d3eeff6c8fbe1dab597c60cfc8..c5417dc404d2f0ffb3d5d6fefa28e8e07a9649a8 100644 GIT binary patch literal 151037 zcmWIWW@Zs#U|`^2=$Nb>#_s5w)X2cVu#tg*L4bjQAtgUKpeVnfSU<6#K(8V<$G6Xx zo5@hX<^QR|z1tlRIwd(=2->iTzgk*D>#?VeCGR)ug`6M5ue=J3cqKs zHWs9+A6}}+%KN`4_uk4Yrtj6hPLsd(!8$Vz)w%N=#kHgv85nq&7#IYRotvCrlnQch z>qJMt!v+Gb>xEM1-|)-O44cKO5EkO3B-AlC)&F*f#m1b)TaG83Y}@1#bK?3z-^*J> zr$+qxZ-2htL^6Dexs+VVVu#y8J{u;5=4ymrF34QFh(mH8%SoR%!duOs_f9+WYk8c) z(I48;3|pPKDc*x`|pDJd6O3^ zo4@vc!y?f5zw6f4rpz7X^DfQ4{YdYOu#cOdoO?yc1Wwg(lf4x;H~Br|cevS66!*{B z=Mu+c4u7tG<(5gOl^@AXNdH$SYFu`W`}*r*@4vjIw_ZN{9FH23zV;0|w^A*3NFEZ;_Y_un=X*eCv?UZJG?%d|DFdm43bd(OVAaw0G2iO1mGk_bmC7(hy`<-J=JARGtDLR82Q1DUpKw8@w1+k6Snpwf z`<;CJ6f7E8ZPOP_dGIHPJ@;p$^m@15Z9W=1m$tg^ zGv}GBTGMPa^=9bH=X)~OrG7BfZDUes=C(Y?7=PvhiyD)-bCWwOn|sBqu1@o2%T%Wv z%WD^kj^_XTn&Mf-BB!t-BYaWI+YT?g236L1ANxM;+>oU)!M(U(@+T4X({bgdc?WA& zW$pR(a`yiEA3}e=zV2T?uXgouW6}Sgrmv6t_wV@YGsU9+9_@avUtj(2(eL&D|NNZE zc2D<#N9+7YJcb4Au?@dXgq<&!G`JnzojGTjz;%-ZtqD>O94!1;??pN+I{Y=@ZYw|c zMCFnLvp*j(!L`qi#vHxd{vqai`5w^+ z2W!;Stgp@N2@Y9Y+24_ISo4%1d#bdpv&Z6Z9FJ$k_ZJ2QxT(w799qD>@tW%LiX&gW zwil>9+H^rsWZ}A>&wePr2wY@*-~D;%k_fR0FMO1OiXZ!0JU6&()Fv4?(S5>lt4ZqJ zN-Hhr6bio7R1)Di)?qmJ+})(W#nsVI#AK**xvr+BxsyOa1n5%Gvkd=AQ0`GSl4j_iA_Q4bs0qwAtT&#OUXYP4>&) z{7*iW7j^o#|CQNya#lSr&Q!~`S>tb@s9xiEL2z>9+|Gx+?M@onL7BDYGnOve@n&7y zY_Wi8j*dUYXDnCOoYR??bMx>NU0;968G&lwSQlU1b|?JVO+(r6pxbe=?yXEuq<7v3 z4=dWp{n1ORWp?%TTYJ{{&h$Dk-R=IomP?UyTUILy?#g#RwC&qbrAr$!Zm&;H)Cv@Q z&41vNXWRSGo+CBQEWM{KLVvA(@y_;=@3}Snw=eSOfBGi&Qi?Nm*HurA%Lc8(Qq|2pKulrEdBZ2!FY`(BJ2~oG>|%;0etlSZ?hc>PET4cw(kio8 zWvuSWh`uiz6ZRrzf}Q7a@dTG=M{6}?p0=00JYbks^Y*Nv-jtJjKRycE6{UCdR`RB^ zLaiy&4n6H#r1qIh?{v1+DGQa$Zv$sqiT5o#T>EBMe%LLqS-jF7H)b4Nmp3^)VrNy@ zKC|ntxv#(OKJq)CgKO)yd9zk8zqY0P%}0j?CE_MO&Sv&JtA59Jd-JuBb5l2M`)t?L zC)YjmzWDL0mJiqL`WfG4?X;(AQcNn7W^C$oZ@y=&?T|&lMdqb#i~njX@?COM#J;?VpXP?^-F!8pR(Ih{&!?6*rkwgT zwfn8f{vyVRif5h=c$Cdwv93MwmM=PP|MfiA!VB47n=Rh(|K51Nug#ygK<{AO_1?V+ z7xGxkWVY`)p!IV5;;%FWH9=res}Gv zv|mL%s&lnY&Jr&R_faYyRiAW`DoUUjOgU^!We(%H{vBsr~-@e(mq= z^85aMjwjJ?pa1WzeBIyvm-budTzmSs z-EP7E*XQT|`}gwmm@?f?J7>!;r~|Nr&vr*GZg$M%2zRR6r5zyGiNeD>Ns{H4GD ze6wTw_a|##)&Kwh9$)Tn-nWnc*T1fP|Lg7I9{K-&TO~ff{@?TeKTmht+SM(5|NeXY z{$KwtpWYt-|GWMFkL~t*{r|p>|NHUs{@SnG*Vq48p8x;fub0c?FMTk4AiwYLuiyRu zf3M#EpXGnrthU=zj>rFh#b5vXUwi)kpP3WR?|&-)@A~uY)9?LXp8xO9^#1xUXT$%0 zKK=f8eSXiU%Mw4A8!oeO+x0iiA=6Kwvanbp<(eED4blaklT?UUw&Z~SL+ zifet+U*Dp7`Iq0GPOs`dJmvpf@yYAzEkER|KfiCmT=UcX^H2Mh`=?U=RQ&w(n6>`S zfAilrFUhw{Cd|0F{f+a@{={SddBf}fTzq-D|KAt!ACKeD9KV12?`rvdzy7}8_xs!X z{lDHlX1Dtv`}aTd-yhe1e6;`bgMXd<-tXc+`1i}*`~Tzrho9{KKOX=8&+h#1|KFbP zudzG!_cQuK%jFBB%evk`F#UW|;qf*$a;E{`G$!`agO8@3X)C z^ty-7|9yPD|KH2i|C4`zIUK$}>;B)j`t|=#@1N}WuUq0t{J!6>^zZ-wdi(wVKOZ$e z=*Rzkef>@Ohxq*wpSj;ZkpG{mZvXZEkvsqYI-mS+JyE{)bDha#`L*}@#Xc=Q`}^X< zpYHX)|Cv|(ReUD@U%>wV-edcB>(>|lJns4Fd~cmu>2J=Tl7-y$u^ugk?q)f|{d@RVea?i5pitGGK78x{)uytzmsN7Qt zRJ~YrWU|3xu{4*&Lz36b9_d?fG`rXwQV?vNm@G5N;-t>|V=do5d)+&4GS$I$Lf4_5 zAPJR429qi#yG(U?E$Dy9Cu#;~E9d-Yw^jNLChbrbymv*f(^*JeD7Z5|J?>=p+~p$n z6DM@-^SLChvPd7UZQq$&(d{|oEN z7pHY<9hH75b((vIcy5vV_~i7W+Q~3jNw5iie z^W);qy{q@E`*>RD;36x3j`DVeK)K#MnM<;kluk@7`vKHaog;`suJ97n_rEqW0p6SY>O+ z0}8S&H(gS@!t3HV!}7Kp*8NY5F!69tY-(_{;?9QH)!bt;$3wcWer@!n(g@}9rX$7j zy)sgkoJRLQIQQ&%lsfN$z!K@gOA}`(C`>qaL~5l}X6%zl1!Yn7OI^V|M?J46_1-bv zB+SBc>F5k!6Tjd;hg>)8dBU{Z(Mn1^wwIHM?PcDYiK`}FbDhU)bgNM5qs7sxIVE;# z9CO%SHmrdJ#w8(fkv*HrL)&KX$+Ivwm$<2MNGx&Q$e-a$u~7R?9v9gAvIDtRC#T;4R^|wr!Jq0x@s+7 z9`F&cU^y9BW_xPk#L2!>rt!!pEirz+#pj}e?5xRpXIU7VOR}$dT=jUZbe>IeujRxC zbCL@EjK1y@VBvGLvU=Ug*E=U?krR(nWtEn5%p7L}1CQnDpzyPUhabaSk48U3NA<|| zc#|S^j+ze7Cl^k5PAHUgQ25mKyppxCq|?vJ734g_D2VgcbD30?sM%T_RhXOVRR@Wy zMGjJyH(gTOyyIE4w+B5s8q~(xyov7;OD9|A6JLln=_x$TLQ*39-*1brNEcB0XyVbo z>2)C3fr$-LE*oM#={|F5YIO9JZsCwnnP}b{(z`|PQ_h6VCNo)H@^nu=nRPE?!bY3O zWlv(2+ui({bbk2u>|J@==BdVnjczw1mgKAnGMlC;{d!7o>#4H-b8h|Ta@H2Txfp5o zK)k8Jp=$4@c`q)UIH`8ZJfhKS!=4`RKYIQK1|IC0py2R;2ZzF3&k5%YJ+PJlq|vCM(G1OWX!|xG{MGR60#qS5hx?L;2Re zg20}H1eh?2uDQt*&Pk*mQ~=qw+|kM-`-#d4BmV*^m$;9c)_v?^JLmwGVtT2t7Lp8E zjhaf-9IcKk%uQvfQ{>=S(!2%YEv<@p)`Oom9W(#0AR)1&*#wk(mYBk_)`W8^9?vC~ zZ1y>+&(e5Vq4SNDrAd*H%K0CXZudf>(thwp$&sPrtjElZol29MpCBR%TTtindnAjMn_T^m%-X7oOE`E10rx5R@6SJYYL_?BI)nvsHxxcKh z=CEcy@e|ll8LQMj?}dtoT)G9f(hY<4*?$C-B_tpPicsZcScHsLc*@^>Dv`z56_ zB&;(OHcgN<@#x#vyS*ZGUV_4ejh$^9yW2MQwr%Wh+c>dp?&9u=i@9%mD?fXoB>aKf z(LrJE;;%04ZhmGLHyk>o(Dbx$?@=)q0|Sre8K4y94o^`su^xSWzkPCC+n$Iw9f+K8 z?qU_VIMi7CA#`3spG z(43Gk;oU`0`h|rDneHxl3^?~8Gc^Z<~C8zV`AU$xjD^i z4(Lnm6lVEmcEvTyzeGr7J$KA>^&1-=Op|44=H)A$sODkfp_~sXuWv3$k(hE}LB-#U z-%MY5oLJ0`PdTwp-3n9_9gB`B|KYX4rgy_brh^9-Ea7!x;h6+aRwpzrF>79O*16QI zcS&kzc8WTO#FB24*%>nyXb7#jqZW~TenZ9tKX7KA1Wg=llAcuxo>palb1!(#Quv^` zY`RDGlMBLgSv0px$IMi}VKBX7^5y1UG2TnQvlJ30m5+dCG<#xHIcK^eMI z=A(eiw=TWZw#^E$OV~lW*j~bP@q%@g#BlH8-Q@vEz6BhYTxa=)6l^YRn!4qPw>*EF zYjep&kf*w#o~p~~3S8nIw4^;^iThr+DCP3rH{j|cMc9|y=6*v$W#r@Vf9wYzaBA)H z5LS^|0}+l!!j)InN1w zyQ6a!_Z-k?VQl^)m1%owp}QsLq|ZI_Nh%)uwMFz-3-Rz=as(w2K6nyQ_UKpf=r{D} zxAG8HshfU%@f%1%@M79Smstsw8XwF0*bg267x+k7tw_$nqp4(%+1_3wru_meeU8V1 zIeL!^NS#+y5$5G)$!vQ1blVXHUju^^6=DlN8aO@9Y&rIrqxZSsEypU8rY|StJSCdH zbOegcOVYIdI9CBw4}q%c%EqUuZ(?;%ONeWLoazd4svg{_i#__6cpO*S)C-Hggb8|= zauyjKYOQQ~TH15_x*Z1_+e;N+0Rs>9Oh|>1GhyNq_eo2R&sgF*v ztC;P2`VyQQi~cG|NGzEQDiY>Gi-gUNZjVNw0!@Eo(XEdWj|5yFzHZ8l}TjxYwE3RO|RN~ zvB`0=AGYR)eo}t?f_aWYJB3xgDL|s_(?3=2eP@MpG+6D9a*Z3fgLBPmrsa-rM3;-o{q{8w@KDceYH+afgqHe^Ju0>nRb;u-YjDi-nA8_rKf7eoHE0`n?vk4>mwBRZ3hS)j9=&IU zqX8($K{X7_u4af`?@!-WgJl~?Ao{YtGgFE1{LIAmQpFZCveYLnSw3Tl`d+tL3WlE9 zDG*PkHr+jaW44#7-Haax*}9otDuLPr;?OA8nGm={J!r}Dh$ZTv{Qmr6RWGRZv3L%P z=623?U4l6h37a3VOY2H4K`Hn*JGxDr=P_|!(!_Zs6G2T0P+|f#B_8t4c_Vt>`Oc;% zjs~F22MR%0ORTX+!FHm8?0cSjYOnLW2fe$VK=!zsji2^?3KxwvC)YR5e&TflyBk;CS57g;));0;sm zDLjorTqeh5{<6N}RGDb)=%COE>O*|`=W4f1!RcxA%*WRani?HExm!3m;0;rq34x2# zgBCxJSe&l2Nnt{q;@XLzM$)>AIg2(P5I)K=ZF*_1x+4p7b4eellq-goa%Lw^Tr@s; z@ngaMvqmcWGoJVfSg^d5SvzsE!ew4orS%o_9#(-`eX-znl@v6|vl?Z6@yRN&>C4}| z?joq(WVvJ-rL6AwOnM&6#Bdw+9nqi$OW#FMGp7eylQBseR;d|Q^%+)Od%f5c)Ut2$ z1lMFIg>4MJPEBx*O!y3HZdZ9-7S5>%9O;DJC%`&Td0b9?4%;R&cs@x*?6x`hY@bZh-h8QlJ%M%h3z`B}C zU`}L1IMEQE`+L%adxht@Z?;{MzT+ZD&pL2xr5EZgHc8VeHPfm-)2eHxpqlSM`;2wq zc4=?G;+xv@#3N)ux$$~NQ-i}UH%M+&ZxmbXroY7PxO;bA_qvNLo$^UiH%*H&o~U>n zJa6!ASx}pM^X7w14q!R-WFfMDQ%?MX`SNcUJ9IQS2;Jlq+TZaq(C=H(Nxg3@+Mi{v zE89qj@p|1-a5AR{ZUyGz%~9TdElQT;`r+&`6Z-chFw-}C=u?^)u7 zt*r>s_FnwH*j}qy3LkYKJtW&xo)c_%3l?h~Y>RH%x)zkA`awym8lI$HT;zUvv9R*_ zwh5(2kXnV46;5;UizMf3oh{rviTxlbqk!smSZkftsOpPTRY^?KR^46h!YnM4z!g$| zk&p_%dBjYQ4V&&H6q+1fZT>XR2c3{P!)brl?re2!J6TipDb zd z_pyolGzS~gODRxEe;pc%pu#OYXz}%k#o>~j@f=L*V2k){FM3WWI=r`@(@f;Yis}s) z7dh?%mma3@v~lId)GIG4VymJ{dqGJw8(Ke{e9RMmgv0C(mrY+^0;neg>VWjYv$SQE zs-@Mxb=#-vsPrM?a}GqaarHTH`3BR)Bnj4aZ{^Oln}qgffcr=w zWjTu&_buKpq_duL-YXxhS!|Nb-eWR*U&;7_Mq^elhLi-F0gG?W_R8L~{Q`)Pf%evjkgClgQzX)YD-|XGVmpo^(q2>LA?u27gOFORqbF>Wb zTAqDuL6B9Pw2$eGYw1lvZU_D~1gxB~L4Qs4giC_ACDP4j98T~%*2CSB^J`PPsoWX4 z9_Pg+r_*?(mS%4|7}A_st0s{u@|K^Yx6AkUpmOhhcpq_k;_1oVC`qeRt zK1O`KmkMVaW=uJE8{(~mDHC^qT<7+V`*q!$muEnF9?P&5U)q_+9P=SPM(&!BG2`O^ z&DhvoC3*HYv(wU~ulqKv3#t;`cJNJ)fjbT;VDK+KiFHmj`Gwc#x5=4FrP8kaK)6ohb8M2CpI0J zx3ofedC;zQd*l5}rszFl`n)^4rySX!NSFXWs!|RC#>T_40*&xsR_|u+a(Y|s$&Pz*- z(|NR(uHFd_y=RdtpR{~-IrQ_lO5nWlw~BQ z_7wR^7{6@Q!4&o8;3NWA)@^JmpI-Ot+m{5q!P5Fk?#K zIZlWSIDXwMpW19Jnzvw%dgQ8j39!WZQi(I3&$YO9`jcYf@;AKZeH@?(vS}*ZrYUfn zHihgrU;|0adu=dd@;TE3zJ=?1PG5F9x1^_N9w_)iPH8-!1rCY;NKou(zE_rb_q^@m zIoWCHJRqN&U2oXUY^1k7d5`SBgBBnSEsjfjiq_4{GFW?_W$B!vc@dWW0p}*`T-EOZ zOFV}Jpl032iqx2S$9LR))?By(>@P2nkHP-(g8OUli8~4JdJb+bwmg^EQ*5;C4qJtW z^y9X~L!yUrYywVcJV&z4MtkbqqIr=Z>x@sH4%9r<5Y)oB6p}KYw!MzJaXRjy-D>v7 z2Ug@vDL&K?IIGfl2H2I0Cnbj{xgF)bxSjiT?K?rX-brWj&OpNP$A{!&Prtu!4Oq(2 z?xpIinG&FRa*re|qOH#B%uV-r9;x#PhF5b6GNypExxux$S%S5lPuR}=T5d^C z=<}*McO{;KV*2a9z0CYUOXfb8US|bLz+1p>w1&IU`uv)?=^4*wen|~DmGOMmO-Ybr z=A1S4eWKwyt72B+N7=^?nv3TOvw@ufPQO!%ZdInewRyK_Yiz`Kjnpm0haNnick!HQ zu~FI~+nN`r=Y{W4o>Gu8Wg<8Mzl8eC&GMzq<`TL6cKPDhOiy_{Z*g4QQ?hR6WJBRd zg)?#Af*yt6W5=3R(w^GnJ>M1^VGc?({hOs9%N(;%PcAy?q8W7VvcP&d8;N!=$)|G+ zKq<=KamK6I)wMr})M#B~iwevwL@QfzkJg{db#DlPz(*lw2U;Ouu6T%l+{ zENd)^>j`~6Yo{@r{dZ6noNV~HWA!=CY4`VkJS3WYXkj2o7swG1T~H_5JOc-QMCrPj za}7Zy%*~j?O}D2A>a8!B{}pTA+_RxbPTwU*{8}ied;q78r*qDlrWTd?t>ao_yzaRQ zwn9;V&79-wZ{BV#1(i5yWye58W_oe2rrnHZQw!(!2mLshzT|TfMt0HHnS1=V;&$%W zTB^n0?nCD{(kQXOe zzKnU?asLNLc%HBu%dy6wlL1_kA@D}Wf+@o1*~QMYcRX+Ixu@TAaPbtu^QOfT#dCW! zb1sJ;>fPS5eck4d4w}mIKzZ#Ew62&^^yue-N0oaLcEv`7Yf9dD-_v+$<#Vf^Lce2E zZg-r1&tdK(X?`Q&abu914Jer$DTYM2#?vF88;^dj$b#tG@}6z8bg?Wb<9sqW$h=0v ze2IvB(ys&=t<)>v0>KtuAlS-B*!JHx&lmr8+I@leu?IV+1fJ(?ejemzn_m1d^SkzA zugJ$yJ)jzXG1#TA;4Xdj^T4a03}0&|Z2i@0xME7(ndOGyl3b0y_|DNkQwyD=(q06C zVzA0jBIMKxcy+V#IrHl0%vU}iT=9GsxM;QUlKeX7?9p`}1@-(Tr*jJPO*MK2&N}np zS!W*qntA*I=h=g1IBLS(;b#>tS+G;2I^TQN$Cy(qo;QPB?j`vZS^{}leyvIPYV$68 z6S&;EQhewE`~1N3pmIxX_r6WjZ8vW&R-VTX3P`C`Xh1%@x#D8ybLH;m%tt<7?0~w@ zz{^;D?(4rHTz20%!t;`A4qb093S4=y<2k4fg13@X-B-Fyky4yje{h$V=d(NmQ1(7K zr)1s62hC2L)31xZPgRi7n#!|ug5y#ZxF*YwH7Or!S}N?MKE@cAH-j_W$2n(Br&KV1 z)PC%>>ukY$tH%yl63K~2m4CM8i(kv;09BJypI5CroZx45J)+>L<-<=#$NB%WKMugI zZO{U8oOe%txijq@ z+h$`nkdoQi5+?$?Ts}&_N&34$MkDnII9b`ila-Bpq>a4dy#8aCiXp|ZR_c*rv+E%R zf$9%G%_^L0@DPXda?C-Q4CDv}@62ZgGbS5eb~$(M5%1D9gp9O(#uo^AU z&ssjxT7Kc&{!Nwp4cI_+=(^+JV&tjhd=al5=lPWn1#2#z+wW!#$}d~s`DM%JiCaJa z5C`X%o15Psv)FBT4%9%^PQT+dqo7jmk?>4V1GT3Dlz2NJiTBLrpvl7L)y2-ccRZgg zc%GBl>t$hC@*GgehbxwU6x7paoj=pfA|MOod$=Oiqq zUIKRuo-vv)Pt&j7d2~64jYPYf>S2wP3mWiNNT8qf{0Qs**$;9+RcJ)Ty5l!{3&90l zXU#i7J^$@Lc3c5PGe&j&^T@5rJ9c%uH>?Xfw%F+_sE>3kMm_md?xE;jPV*_6a%bgA zY(VutDD9NN8+2uM8_Vn*t>>q#u1n;pdnd_#{;Ng1;klDD=D2-2=q@&oKYNes3s6fi z1Kc)4)hM_AYQFe2TQAACpsHEsxxq0@$;sClH;X)MOFX!@g|i(hbMYLc(q1s-@;UWu z=hQQvPX@JZ$mp0vT(EPUHg66uT6$X4$jc$R`b1k>NyYm6 zpz09h5R|rAP14(%rZPK-pDv#JYSDghPRY6{ABuP$ewq+=CdkctKB&zGub<9r4%&SA zTsqiWn{%$}_cWfjJ^SWZ3|QNq2dBgiJLr zDUR=TCeaJ$VXa`!ubFo|*B{&%nQ5K;q51rZ=d&y&jnnrWIv)3Jm(B*S83h?rK$f{l z!Yp&M1X)(oR$+HK0@R5-)d4Gpe_IO8^O{&;x3=);4Gc$ChGi8#`g!QlPo9r8hGO%C z+3dcXz-sFvHU9;wcXn5P6tv<$<+@Z1)H*0zoVxzRElRGUdZ=P;pZ7cw_ zVA1->HHlAa8jJRw0C(a~X+Xn2d|siu>!GKrsx}^yPiqV@+Tr?Z=I95U69;vkxtjuE z+4{CiU(k{{{A&~>2ryWVBK-nz->1R{g8xK&c8O z_h99eiQsa2<4p-wzF#M6`vZ_TZE+q`N6U4?V-AV(|NoUo4q_iJ$cpRmM^o< zY3o_5$3!N){M%f#AjD{j6Wi2D@NUr4C7-7*{akVTTUlc4(w@}kEe98a-FayzSLG7J z>ipL;9=@4Vumaq{^OA&h@VqQv)}+3KHm{n`-`MO5Z%tq7I^U-l<7aGV-G)osKdbHB zuTwP-9k{tOtt=VRcqur{UDI;R^!_S0Kss z@RNl|#05`_5X|Cd-=>OvPB!tqsnFIONJ);~w?C1Go~HKo3xcZ{j3&=|oq5Nlowsqn z)=GVI(@EmbvGgOwXXo@piY1AF5@UZK)|Lp=fo|5uRDH|7u@D~?Bt|gdGoUFyR}~v(AzxodQO=yo?Gvb5t8#<{Fue)|ruUk7(&Trob}o8)71DgoM&Ik@79#MBEbWb)hZ=&i{X zF*5X$gqNx&hujYJoIWgdeT$t0=6Hyk)ql`X=sEp0tEc!qhj%WDWs*nY(5R z^U@M4&|uzW$Y7qDM(UE!{2WueUj8{`l^(=aoX#V+w8YAM#^iHT3nZByf68rqZe_$b z_0r2ZhATj3g1hnyrc69%uMncO>@)XkkaCcwFJ;fc9hnyM4~BUjta5HgEJD1N7lVds z=fa0-(cEXu)*oaw_wr7)8)lEE7FN!Dl>8Xfn#1YBU0yF`qkG_uImv`--eXS-yW}VE zA6pn?H5W97`Vu~ddg&)<47CJ2hH3>FL-l)JvToC%wLCqiKg)=F*-Ny0y(|L_lWs3= z24!m>P-9D8Kuh%Y&(_kZm)_n1_aJx8y}Xm{+ENeU^B>NB0F6Iy2YG52!c*3uK)-QL zf6eb+|Lw)#QEN~)_p!+R+uD!sonLyw+)noV{F(7VUdM}@p+jCa+EeFL%=56RpRb}d zwWng;Owd3SXsqng&Njwi^@pE!rCCf@lF^vjQ-!7YVEOuo`&y`%QF-%C-e(CsTCF~k z56;aGKh}HLWI<4hO@NjpxLkqNEmMkKRVID4iEF;Ew`TQ}dz)JgFF;4-EFV6XtG@Y~ z>-9bA7jQzm{6MJtvU|-2a->BN-l{?Hd1$iQ8Vj$9XZR zWn}{I`5TovM$nRr1%8QRD^sG&YrecHLlWvaJZ zOZkJ`tgfHQGiX0Jr$t?CWBe$fd2-bVi{I_$Dk=}Gmw<+Kz{v6OK0c=DWX`HtLI?gKx9{n>- z*|X1mhs`~sd0vuFZO})_HU*zE)_%@;s?zM#&a`(ujls~tu9$~<$-g#D7cyt4G2rVt zF0{HU9mUx|7+JI@_;I0Tkv$l z>%StL_CIcXD%rvJ15~GARM3!N-kT9+eiDBk7+=~s?=`sNlFzJXt$t^B<&AS#3vJ`< z=Y`L=zdf|eU2|`8_d!?-|Do9bm^jJl(>cu;lVm_0UeM$LEY%13*__vzm)`OGCTv^* zTobL+e1TQEz3p%kNXcDxPVp%$;A}+#4U*LRq&sBX;pEqsqpLI0KpEvR@>bp9evPut8%cycM=>1y8pf_`DWtZ-Tq~ z`A1Ki+pVScKT;!8VE`J7vN zqI&kF4ll`%dn7P=E+D%W><14!9VtEwnwkT3u4cLK$@1B;=iJAK(?HbOVh`n=BV4)nm?*E#AvFBi=BVGeeT;syX0$*&C_jZ zTzza7ctXnP0h7(QP1h~&6@SB81ncX}J6^CSHsZTNst!``%4SlVgV?<1rt7BEf%*g} z)}8m_^|O(Wu<3s-xt;s9rmI9imw_dypUU%W$@FjgDpqfqE`%SbHw(((mZ4 z`M%R#;>VrK;Auo7^|{%HmKzzYd&2ttLb{9wmhrKKk2MVyb|+r^O)@Ayc3|a{H1J&U zhzL?W9Ge1J$#_4%NHkNIL zSf(p#5?L@Is?X)unae-n9DDLz%ft_$$s}8FiIuI; z-NHG2`plXSk}qovE`i2AuxOez-BEMq=J%j^w~}=;C!d@8p!3uEFMD~tZD!em=0{$F z`qC5OLoJifu}?eqSorvM?$>o6Bwx-ks3_Bej4q^<@ykDKYqfdMRj>j)$%H!ok?__A z(%U>0Q2{EAE2bFTvYef*wZv;;ncZ6LFwMnt`9UG9l?okMdltF!V&-$@?B|6GFO((P zF6CgBubBm(Zom8Co5Z21g$J^a^>lmnf;4KtE1Cc;OE1+$S2*7O;l5^VtIi{{6x=HY z^;4g9YP810O{+Ku>K9-nk+(G|Z);l0?4;hphfv?nIcw^-W4p*hFRhAb4O|1LHm!H{ z)>Kb1dbCpxI4ofeszQH3eeO(X!yhA6m;y*$KVurU|9Lc=Zg{L;CZ@7JJa~U z{j$%xM;3_Od~Y-LN6&h8S^g=Y;XlyuCUnSZ<@`sLdiy2!dz9AvzH1&|>%ls$R<7*N z%xrtLtLax2Rta zatncuuV(p$$VZ0AE3WE4R#gHUUv()pyKeF5@=uQNPa^O0YXbPD7%j3&4A4|w1$Bp} z`l^1NRmVS101b{vzP`xW><*HAmU4zC+%*2>>9~gz37@INIGLJwXx^uRw-x5~fVP;y&$) zyT>c#ljjnqOuPcAgC<$c&Q{#5BCzgBqeiOA*NYynKqHV#AY(-~+NPGCwMm|~_cV6K zM!Z*8I@3D&fx^<6pfwj~QWm>5J-sc`f0_SSW8mb#E1b-3nXp!9k5^w{r-W$vg`41B z&4*I|e$ccbDCOia>s2Vm%zL2yzPWG(M!#3&Yp3W}&aPi7+~2s9KPaS%ltS|0Y7rYt z^_Vy}9S+d+#UfB+L*o^Ew)~Z__A6nLub$UFi646qcuM0HxV-gIG`HBWy-fO1o*BQD zj6|wPDQKi65E@~Deu48N0_QJS;qMj*?;HlE7w?^4{MfN;$|skyqC^=Du%;k4n5Lj} zMPE8~-TTFjz#UN=#}M#{Te79q?Ce@+d&kOB=nSJK(Hz$ujZ7n>!xQK|^N;e)$27WOebgZ+aTP>Q&8|yf5wBo18;aQ)3^_lLWPgtU$x|OCZDc&mvde z^n7mY{akp-=g4KR#E%_t^fHDnEYViqbFi`CeSBr1dBmZ{pv@Q0aWZ?slgJdWzMxJG zQ)lb{O<(Q4n-oKOZ7F_M*BSa})u+b9ede|Mfo&at_54Wd`3vWs-&DC@0@SH*wv=f0 z+8Fwbx$dFz9Sc7f&Bb%igUT^@0jQ?&bj#W7RsgVr~xzVrI!75|N+I||%& zEAf*sIR$H=8=L}1nlUue76eWLRS2M-Z0dp7j~w6Y4w)V{VgWVwFuHCtw|=gW+87)0 zz4&}Y8K?pRRZ=%&E_a=;R*Bg;RdlM+t)Dq414Z+uM$IYPx1mh#zZ0a5Vlnj+ysc;Q z;O+62-!)}*-ClxxQ=&jUOpG!3isTcZ-iHcO8ku4wvy|g|ol)oa79lJxS+I5M59Whr z&5_nrOuhc&`KMDm_N?LD_W{%ZxCN@qVRI6Wn#_K$^{ROCYN%v?FWXH_Y*h@%{s9?18#D zfo`ysDS>`gpmE6k=Rl3bYEW=tm0Ev)ggDPvSmK{u^oC^*?FH^zQ=iK4@Pf{+xz)Pu0Nnq1Q~XB#%s{Z6w|&Z zzvXVS);1ki1dWft=2Rdh0%$f!{MtG3jOX33Nf^j-r&HQ-50vlx&R0lwGPw0K2_>qV zg8Z!GBdq&Z+i&B3JhD)&MUb{}hzex{hm0P1UEX{V&Vt!XXW2XCjiYl58WR;1^;W6zyO7vEr=THCj& zOzwJGzBsr|1TJO33sfXF&fPrSb_x&wb7l1LK~RwZ9f<@FmBO3AX4gID{d3$ARMhmf zya(Itj&}ER?IWMBc06x6xViY`8#eIDJ14V{lziQT$+P52EDTOzbT#*FD%4qx0&yA#n>@IF20#}|IA8GGv1&pU(0*=ut;-OD07v{A*J0{AQ2e^YY!f4*y;J!sYG zy5~r%PQQXzklOCw@Q!`{I*>D=6ZD2lBW&YOn%l)fhCZ*uhdx=B_Ei02To|-*UVOy& zX8-HO$>3FSpo!>qrtL9?>&|$`^n6?(qp|e0WpaRK?0H_u@*d5_^XeT|gsgckel64s zSr_{r!zqP_bGzJMfyUrs&x2ODRzX&{R)%R=ezloc_0P^TL<_X!r2JSz5V#?DX4ZpM zhKGy%J_bE#E=&jk^#u-Sz?T99o;1`FT>L2WNLga+VwK`_9w}8wN9@T@HtGFF>((&8 z@$-6H@4RK$m7OEaTd=)%whtUM--1_;) zo2%gN$Xm#CGN?p6Hc`X%*3TJ_n1ey77qbum=@MB1()BVnng=w;mAa+a?E02t)*bPZ z;rHx+KU`#pzWhrVw2Cq5tgg1-rC#~25bAfB>+4M4_-UYzhl|tg4CGArRwHD(E2RUdQ14+eDHbW)z1sX=YZk>l=#8b?!3)A-71vsXg@xc z+xGSpXbkQvXcQt4RoBP5I}lxS3_kSw!`j6S+=3kDJSs{8*w%ifhn+XR@;T=UbS078 z(w?ew&!mL!>^rw(l90`viA4**Yt~R!e%WlUnzwLX`X(#sDMqh$Le?bOrWf~mzwuq) zqn+9EJSCWK3g$91xK)Q9nA`2m?}ipR>NjG$3M*UMn?U8FBsOnJzN$2P1z#Wa%5wH< zpC{7tx3{y-KjUB-aB2mpLElpa>*$8gsfvrRJs)tsd(Bn-9!A7S$ETL*y`0nAGh3EE zZ(&~A6$n~mgw}}>m3Q7A8}VKP+&z|_4;~I{u1?=`Y5Lwi)<>2PF_*e`K5sqx`N!W% z@Nk&Tb?^#kP;Vsj$nNW$;b{@fpFy=IXpRQ7&H~obw*d_hvi5@NF;E!>9?t*`70iCT z|I+lmXFeYK30k!dYOSHHOWw1gEN;PE@i)gN2yisJfm(T>#mhHilDoRO<6l-sKj?b` zDojDGD%2&$iEsBfSnF>J1y5*%&3g@5(s{VywE)L)xpyZlKn($;I+|taoU*tG>;Cj* zpdsDwpwVy8W`>LBZpI`ZE9Gd>o_}4qImit%nhkC@L5Eqld_HumQpX7FFHmm@R#a)X z`5l^iTjIT771r`i{MtG0EuWLNKocRzM6>Ht*m5|Q%+(jx6IPP}iGarYVJp*u{H#Ii zC#oT{$Xkjb6IN4|)>=1ft?!XOEoJUpb>So0Vr%#+Ri?K!2Dd=7G>l8XSb&!gl{Bjx z8|Y0}jC)#Rz&Aw-R4iilUAT6`k_LSBT+i+oo2TzxBb=gn2y9+bG51s=Ljah?+#-L-JY7$SuD~cJxL39?pv%`Ac>q5U{Pa1PrTy`YN z7?ucOTfoM@X6|usF>nej%e@GlTRiz8U`F__Yk9$c&i%&d!_DiJnpYZLybX;Ct?}+5S@Q?Gi-9K=3QnQwBeRo<7f8RPMsw} z#m6E9y-iwl>*tAEKRMpkn1IqDWZfrd?03#%rWfJIo?7Y_Xt`p`ly;lS7*uSajx5%oT;gJQN>JLAe z9G`j#JY#|}J}`0X=L+{HWr=qePq_%5=K?JkoShw0Sf6!hZ~cddY1o&LD`!7f-tzfk z#`Bhg`8CH572BQzFa4Z&+lh1faz(p2kFa*dKt9WU0PeFOjYTl;lyTlMDX+q^tq?Xx z1X~~mN{cDr<-Mms3&cV|gXqvrGMxF3lw;;i+p*>=$STY=bDJvU%3s|AkEw~x%Lcb` zKx&;nmNTuY5iUT3T()w(j_gLhwGfpMTf0 z?)xa1r(wPZRIjLkmQZ8#Y2(&_XYoN(yh~NUUBApD-N)Xft{1L*C&<_9)fRYSK_Gkr zZ}FT8yNwlgjyCf>64(~^RDcG2IzZ!oo9}!`?%(^S6x12UHi<8s{akp<=aU)FTN+yy z%)C1TGT~~U|A)&<(fm%{4~D2i*w&PFZvD)8>t_lmNrB3F8OQ?DSidFns)+iCjm_p!S;Dw`g!EiPnMT8pt+t83aL8Q*CA{0i{^PaDtOi?1a=kT z7(cz2vKx{=L6f{6iqA)suX}DK8GP^ju8+n2Ypmmq-{~AZ#*AgCMHoC7deQ^DH>4lD zRN>@|@5v%kN4b6rt!K6a4Iw=RHSYtVlR@c=)0WRUzh=(yv#Q&;UrV}5Sa={7F`ufa z?JuxAsCm7)aKRPuR;nQQR;s0w7KbQ#9bGP!Cw?syywd?R^4e2uq{h!F&MCZ3$9SHX zA>R~?dEOGc%_VluR`XNE>Or0Z&w)KlIkQ`%VuF%>wO^s63F>P9K(#cL9ydVD9Nd(xsJZqZMM@esE6DN$ohpwEVYb5BySFoEP^LfYLVyboA8V z6z6ke?&roWpCj8|i647#e4gMrQ*e$+JofkV&C_yu71GQPFK8%(_W>S)&r2TqdFD{% zpHF*0`-YOw!e^a)Hn6;zy6;V5=Wa*PDsaiWAn#s03mF+pm~#1S`n9v^FP?4Axe1;r zmrB*Kyng27j7-J&Z#SmBFt#)`-}Eylr5F?zX7Kq2v-y!`^A%^GcQb>}H<+atPi2*# z?zW@IyU_M3Xe|HYS;!(H$O^e)TU*-;<#*bY5SJ=iV@TCjTvGVkrL{>JxGe9)U^HriXQKGvjuw5hAVr?;kjiV|d|7QCOq>)2V5o6+9hZRc&x zVob73Z&@Z{jD3VZG(r}LN^q< zeA7(Uua*NffIutLKr0+B!Ap`$KTln%{4;MaX!(ZgH+M$x-pa!Xe!phro8NggXYV_s z&C=^tULbh?L&7HjWP3ciOHk6FzldqiK4lrvx+VlBO%^fm9`_Wr_)Umwia1ps?1^`Dbpj;9-y^>s^GXI%H;Wy!xYe$Swz?L1X3taytRX_XA?B541Ou*}P1FfJ-Tj%w9`C0j^ z%-!!V)azvg>hbqndJHY*1m~yt#DC+Nz13EN-AxtL!s>x<*afE!LoG+phTXnE$mT&v z3F1+}EdTgauFRv}*Hf66PFg5pv|>sMbk#Fxtqo|lnau)RID+QCpov4v_)hAX9h1T$ zlzc4Fk}%8CIVJNVtopS<>w2`7&KEi*5#sg!MiOXm&3f)PrRR1ep4-4F0NP{+9xsGt z%_&8fDwAH?I9mCG?3rs=p|v!8t~98&ZhHRy;`F_0d-l0ofR_7%W=mju=@*0d()atX zzYkhtd2ho}(DL9wH_Pe-JscY`|@$TRP18c&ye zK60tjrXRGAXNu7!q-o~FUW3P|zDGN?X*qbI3flBs>hihi;PGV8+-?J82Sl@_CypMrq>M?5enM*(OytI*i8Dm_2Y(dbmRmGq| z_53Fau3Xhpk1x*w&w&?#nvAeh7C;A1%$)jphgZh#4euO5ryCp;)=a**Q|@_+&%ZxE z`~$dlDyrV#YAnRE%>uNK{=3Ody*Ja(?~a#f_5#fbS4=RvWH~!~*U_u2>wC0!ig-K+ zH6^gQ^M}lRP>T$-Zv!+;3-a7Fp4-nae>a;dX#b<9WL_^eT{|AWEK9u0Z#NTpYvla` zQKpA>_IJ3Z8eOV1!&sY^KJDD&zY}h^mYzS?Te5EE-2}eJU+45_8s}*r-LY{Aqjb~6 zbDKf!d@qn&pvND84+*fB0WF?e`lU}7u?=%$evQgc{>&yy~WVeAfUr!K4B%BzMJuUylDwuteSyklWte}`dsmA)?S&<&PjA|KqhVGe8}QC z_~~ui^d8Q3Ec-A)BYE%7-){Ztw-h|832jK6;;wrqsCWJ}18-viXk`MZHH~z%!=4Rg za^WIPL49_3 z%qXaoeO&q(G=d6RU^&$YY2$ch;>SG>Hu}eQ!G|b8BL*P}n~RSpQRUf(KqL7C4F5iHdK9h^ zI`-k2eMkExy{orwo6D`sd2RRo##dDi(Rm!Ytd0jvOU-|&D$Wz^m@D+A@<76Jmg=~) zvPMgb$5u;kd^X$k{NMMrFXhYXdH#1xyqRL~dC#8pt_jx);xiAdUO7Q}HBbCcCIM^J z7oQsr`f>i+bLI_Galx@tuZz!fmz z>{EqUs%HL_HjL18TrhoRv+=qhu+Do;4*9H&acOc)#_l{}ULbw9<~WwK#dt|R-|iw4 z;wA8cu{j;ACpLla+zu~IroFu^yXIHg{ym(rl%+8)?ODe`FHR=gTj3ScxWw{aPOhJH z!1&RIpe9Fti8WIaE}TB2XTY8wvs9${o*Ua;?l~{zzx_MUH&uwIYUWI3Hf>djFB$Q* z&6__k>6z;4Z5AvH&~#kL&J*Sp0QKRvpt*}K?Dkl=eZd9m#BY@c9G0FsBV!n_(r9zr zZ>g#|_k{{pz6&UKo3lPdUE@nbqu11#`HeSOpFQYV9kMoL6`$7A{GK`g61N1MNLV_7 zu{ADDtT9qKZOw;B`HRu3g-@MpIP7-SY4L=EZlW-K*;AA*?Dkktu5iJ+I1{{!%Ia z@-yF;O7$0?jXrls{JA6irE+GZvRZnKpM})78E!uu)gEjJY_j2($eE&W9vZTXMJn&P ze!62nHQ`tLMQzQ8g$o&*)ioXGO`mCcC!D$8=`Yv)XzK?`6^!juh3-@yNLb2J4o&4+ zOLu(MD|#-w4I*Bu1t@ zI=B18-0}zKtPjp*=c)U^`EJjix!^4IwPU{&d(7of+q#FscPiC)d^Y-Qp0pvT$y(nS zoOsIbxxU-OTz-#p^ZCaVsmtu$x=qrtgiXdoi~H4{ zGk>n88@82eg9yu z%qJbn-K%9(ugoSLngT97q?WGuEVJ@6&np}8so(1bo1beq&Yiw}GY2U7R4D}>n0x=* zhwpnE4tsGztXwl?!MW3C4oZe=y3T#>F*iNn`OX!4{&!0RJb(K3j9~Lrp(~YJ)(eU) z{n@qS%C#R0-gGqM))^T9j>sQ7)z?(T-2;WsmQ!vA=JtN#-eUuaNc4c6r(FIn-PZ5F zL6s&rnm12*a1NYUIp6X2-iyBe(|&dOk;J7e<#GlIOHZBIegIs|fs%k_(er;N+b-L` z`6uvC+^}Mr(6hPIzi$P3bM?s|Ic*KuyKeoj`_N;tX3B$e%xs`UWVD$Z?9ZcfpP!if zd-wL`^%Az;pkxL1=AFtd>-8cQSykmb8~oLK0E&HZ-Z=+N=u1V)L5|Jun)5I5OO)4) za%kD}&gND)yZozo!RtMu|1x9>A~Zp%E6l6lIkb!n>aspR(fa&@bDIs`+a!DdYrS_) z$sl{j`l8vVBk3suMOWX?+rFLMBEY zuHD-Bif6~N_kYX}gF-cHA*fvHLWJtZ=d~&4|K@+VY~NG+ft4q0RmR@*MCA>7DS)kEfh#$Ub*jB+iTT(;jh< zW0%4ms|9iFKldLm<=wPZZH%^@Il~0XR)#B&NzT0(y}C`%{yR(gJ??il2^#`IMF+T8 z?G3t9DZlfx+?`5&P_ZH~1MEXkSye7tcb|Js#oRwGFVjyrf|EEX?M$Bu@nY<|J^wFn z4Ek$ddTUltqiw&zo>^MX{Q`&Lrf%P&aY1VT{s-G17es8W|8O!`^53%syYpBDrg?9G zRa-I6s#CL9EGlYr?>DeW<-FkB_)MUwi1UJ!Q{|E4^(}`_Rj^Mp_;c3L{Arhh#&v}s zU!cLWE=oIGcFJk(Lz+h(oDp@5SodjKTB>*VrlqF$g60w86S!fU~{Ta46=4OGb%g@Gca&(=SuFc>a|SA@?3Z+*#&b z@CKSWqCH=Sb?suEW_xHubm|L1ryFaHK)!QYc_@=xkp29&TCM!T;tR3cnK*W<-uMP_ z0fr3)t1JsEz zk=o&Xr&zh{4t+Qh+9s#i@>I*Yn`y1$l%Rq~Tss8irIq#^g;|#H2xeK;+UVLVx&IKmkH+*V%s>NSld?9ux6US*)kDm~Kg|BnezAiA8drM7A z;!Y-x^*c^oSo0JRJU`KLaZv)`TSeetun%W2gYKS7n@RPW25lb1Yq zzwlYG?P<`L8kU2u(;0NRwzLHZ+ibCZ#8%H%4~=XQTYIjmeb5#yMAzT`UBMlR+eK{U z9dGEmp69+G<+Sox=wIc$15YovY~Nw|VqJ9CJb6}Is4I6ZefiVy(&vBoOSlZ*gh^Jl z2$XqW{LHkaE#Su52I;+-uw*4-Tkp6fx@jJ`p5Ja_YwuQ7$6_m=cw_A*{d$cHYaF_n z)_yz?y{FXlk<}h`pC9EnWJ<2<9zECJG#A=zx_jx(ABmek1>e-PByJb6208EOIgs_FX3{H+&XsdmEH?o;!NhR9#)JEys3e2eX#< zyCzJYRIhc&nC0QMp1_Zv1zWxf{i%VpK~{!`d)ED9KU`I5FP~I*$d}`1RqKTH(>E;z zWwr8^ZS%z*m){7j)7_QM@vF*GV_i7M&#J%89(!3JU4ytu3;!Q{aOlYW64TZh_SKr; zBIr;RXPe!kyL?i`H!bha?i`7G zS=`q4y^1%UEj(7``bhqj>Wp6khpMLf?u9fau6i4NwU@YddiF1Y z!~E_Cue1wX^EUVjN|)yf#OrOo-T58OHBYhQtx!xYN8;{N>!9}CQr-DWp6B+{*xHW7 z-7Mkj9X2z86Z4^TlcV_p>f&~fd7XB%M9VwfShr~{)Nf^;+y1d1E~|`|Pr9LZ@S64o z87B~Ze0R2V#1%D`;8@nLT@EXzE4*>$cpWPCjS13V(f7RZKOsV2|BW-xYgM1+;R`HV zHpDe;=r5mcy?@!4aE^V`9)3Dy$Fec5X%oNVn()Y*+>lPsUX|4U&53*WY~nZEvqAs% zn|7wNiY;G-rqu4)y{^4_y|aO-u8x;bbAbNAo9zPER=;_}3X8eT{||16yLYoag7vG= zoV_4z_oZ3W<(<+qoA{4=9DQy#VO7)S@(ZzhSp0Qqq>Y`nO5cAKRu2srZ0M<%<)=P1MW`Wo7X39`tJSR zUy&{Rn_$aVE$7Xfc7yXnZplm02H)_*d!-dSz6Q+!TbB;E&hoca(YJr$+cb}Ch&%Mj zoC{LY_Lfg~tKa-HoMYZ|z5j>58?!Bp>)O(qg4E4F5?~p*K!AUB<^l;EpXzvt?IKme1U1p zCk}q~?&Ef02h|rRy~#d$!(CvTw*l0Z+hTju-poF6<9fmyWuA4fSzib`6+Bc0*CqF2 zuRcnd!;v%V*8gA|XMtB&HICUeEr{z)cmofaj}pi0r4rSN<)DU2 z%PhUan^r2$I3{@QLl@RKG@rOB-{Gda#5M1ksrosYVcS4Wj`!;_A8_g^-gt8Bzu7k) z$2C~u-hASw@8U9`By)=I??MMq)Ze@$<>YJoV|h@0Yl0N}{(Z;5k+=yIi3<=;O}+1O z>Yn~(yH<&7+MDhL=)2x@7nrwKBvrm|<*NX1mjtg`_9!Kmg>hY2HLibU*eY?&JMbHm z38-ue{3bZ%nuqoYwm|cQ_H?y3vpsH@E4)$WIlYvlIuV*;e*8_H z!z#2L;td*o&F@Yveeuif!dGa5iJ7%7Un%x}!@7P0o#~5Svu5xqf@tLx>kIfw zEY|dt&*waRU#28n@8~u2rnS(@@9CwSTH%|&*m7!H5_gJ3%R5#CuD?;m80D;CTDRz8 z_=#TKKRvpT)=^MQt@4gvko+b8G)_1N36OFp$-K703HnBl~;OVqL8s46V(_S@GyO1D{aY`yi@ z5O|x#t7$phnKrduHnmLt@`)de16U4rdPABl;FeXP?s|b7ssA;nmK%YaRzW6zSud7x z&f0fIW=`STOD45lCVT%|%y8oIk3Ds!igA`RhktC>vi=1&4_G=2B5uZ4+f99#&$ml^ zy3)(Z3NN9lbEk>td?nBK_GZfj4i{-oio0=XjYIdQ-KO_~q8~fO30B0-Ik??5F=KY~ zyIV^weyLc%0!Hub#pNe1{;t2Qd1OOuD!BZ7xYE1ui{O>(AJ+6%MA*h%;)X`Ug?Ito z=?O2uU3a~+7nT=nEHn5b*cKk!wNQLPHs_rp&ibGxnc|f&i^bZH zUUA87l`9U=bG_&;FwHyQ3nVFTi&?wu#qEH^=0*Jm7R9atD>#r^N{6aVl{QEgWLkg% zKkt^PE-2y?IG0e`TZf>itd|PJURU zkP3@7?nQ5fWNK$xT0FkB)bf{E(U*Uk7eM9Tl$Bo&fqP9%Yd`*eeeq)Z;U@OCw$N1a z=tcCwi_kt^QD)!1UYT0%KD$F3Vou#M2L;PCaBQ>dDanN0Z(bx0je$k^tgg_?>lpQ{U6jZF0p{*t@oMRdRy!8Ubptj^mZ;tDDkRA-#{E84&JQ#q&Y)bF6yeoPl; zklah~S8RJ4qy|n65J#>uuG3<>^Fsgk{8Q0)z)klH+hI9i%}(%R4PCY-};gUab( z$y?7B>@L%++b0Zb!)H%__I&q=^W_hoEA!kA6?+D6Km7O`YSC&Z6ZUxh*?G{u+DC9- z?FY24_W5({ljna~&S)Ol5YsikU%{qSvo5aTnt+#Y!85KMhKJuu9)g4@vP18J9r}~+ zOHIo|)9IUz`LaChg!a4EecV33AfllBLoj%>q6pcQ+7MS(?>26gn78B9p+5`Z1^a$B z`3eEP)dyEL9fI^IKYpGI@A&RCvA^$HckliuqgIJ&t98!EpMqz*?81G%7HhU0GM@hE zx%JWWpz`6vXGr<5E@syJ_e%En8|QoI%oZVuKW2j}V~$_ki=GOxfXkCp zOF4hZa8~_itpSzIN-vZ-K!qx(85Y#L{h!O77xjto9<2R*c;9^2(w{$Ne*WaCvpcjQ zx@*2TsG|_wHNSs>4U77^j0nm7+FY>2l@3ai;DM&1%qlzgUslcY`VDl#C95jS!U<{?Uw#t!`2AayP&QwcsON&X^T6dONBZh%=9Gi&boiF3b~ ztN19ksju6lhZqHTs6Kc7kNb?*I|Tm8nt@8ZiJv1UK(%d)-mCWfx5v5k37-Yo?g}jc zb+uUT3N0{gDeC{O-FEm?o!4z}!iSV3;%}gRZ0+f3&wrmd_dVgcGSBJIYft%EXNhJ6 zE-;m|(9!uM`rrCN@H*&FR?w3_tQYe*i@?p2yO*BS$m{)MDzZD2pcW3wWD`F#ff}(+ zE8Teo`}Rs5EaZF-8aLZ1Vtt<*HWV<`d-Lbol;?l>m4iDTc6vuPfSM)X)^=UJ?mBxR zKJAD3*Pz*KWyEe~gUZ~S~{S{iHAl)Gy`PP=7gQOcUY%wJHc z<$PPFt&I46&KYnr?(ylrR9x1wLbFhQ^87CKHC{e`zK6l+d*yz&d&$UmU zSAX~{*mgJQ4``G|#2!@PEKNAOy+iu%rxgFEpltnm+M?&x@GO&;S+%c!%a;GubDcmb zavn6J&Ff#l^O~jZ=;2e1&w~EctOq%vh!bYjwCoFi{s^r5$5dx`=)vhE7RQ||8DVAH zH7-aw?K~7SLLI?;Eh62~c14w$~F-k(1^KUw-W_8n-z&AUO4%cNakn)k=g zf>+r4BYE1d{yw?}mXHO%fQH*RenE!YgugheykHmj0vc`$n=ii2MEk;`H+j9=udwwW z>OPS6rFifBQy0wG?{4)r{L&1syLX#7+q~NW9$GzeLmCydw}%HxDL7EpgT^k~)b&8+ z`@9{Hh}*i@Ua|J*;jBNmx)6!P5jl~_E7`xl?gnbm$3V+SPzASO-=W)yhZ9rhIOu~S zA$F&Tqdi9xG?`5G28ZR}zpsNk5_gI?g2xMXf~pA1$0h3uA`EW+21i}&P7!B&jyAY1 z<1fxBFaGZTE0PqUm&&wv!_vq`vDEVHJxk44?~5%ye!I`2HBJIjX?N8Lh(Mbcxz|@{ z{xS^u!mRO&qq%z>s1*ti%&Xx1;Sds>tbdtl2>-MZvwS^ zOF1tnw>-GL2-bkjyx{7RaQUI`#zT-eFZ?3za$D5`oL07a7k^29^5XBEkD5n5Tv_U~ z2+@OJ%a7)1zxrtLhZaaLXVD9HP=gX$b#&GBi0qBmE#WfU;jG-WA*O3lzk<&6MK6?B zoZrFaX|d*@{@tIjYG9E(N*mTN=!-I_4SU|z^&&T<(z)m!u;qxa#Tq&Jdv39F+as;=VKIGo(iR11P}f9-j8qcH2=6^ z*RlUQRzPBa#rZ$~qNiHYRiK3_r&J|>$@83k%3Ir!xU(hl3rH)^UZ%B*SH2}EJxaV< zr@Io`j}zkgYu_<#b=%osvhD?~o_IQmfPXEdY-t#xyP9 zUnnO(SB{^1e%o?rh&X~ngc}+noZt{)t?l?3DF_OWu$_V1wrE60J=Qgqe0Jx^dxPKU zhW1kz=JM^zo(^_qEYz91!Oq;hXCc4gpIsU@s%9-8uBb{>u|_$sc$?U`t|DUVev4{o zZ@}^5|K^OHr@G=mi(ra8yZ*5sE~<2uPpWt&Bmy3veJUhU%kforji?-dcEeU!uq=QC ziz_Hta&~6oJ*}J?i9RRbN2aO0;JPKmj z%dl4Q3LBrPOc?L$x6mMQy>Pv00X(;|)XH*J?Jv3@l2q{sI^TABDaWr5e|ZgNYs-bb z`!LB{@QWB|l;(wg$24z&FR9NS^k`2~XCWlYyB72>kWyx%5XR@YWEh?wh6=4EXw^?XE}9Uk7#5a;C%k9=lEKFPPNbY&`Jp15zNUQlqk?E}Y`AYWj&GY*WG{A|(FBaOgY}zg6oY!KV z1n%1|ixyzzGs-ZdT6UQ=CDxEM4Dzf;6s-m$jeq$uC&@BHUr$=~&YIZ9j$b5{L7 zF&or1JtSqW*fPKCsjlv+Y1b;eeS71@l{dUhkgbA_(n$PrGe8XQEX-GGetW%aCTMs^ z0z3lZAKSICe}Ub?=UnYq(+dQltzScMJ4ymvH%|37{^FbR;_vxg!5xh+gci7SB<^f+ z&6@&h#|HJ6|943+{^2>as_PQ^{Z(&WhiC=o* zqmH{xJny?q+Q;ZApZMe83Xdvy0@L3Gng{-+z5_7|C5$_cvW7kx;?{+P<{3T-fiv=|372UNM+IC*de?R{H`7`k!H#}(H0LybS ze_1aUarQww6Ed}3GPO+Zpwc9j57d?dcM3R4IpvB3__cpNt%D6@6n^o959!6sTI@e@ z@%Q^zmJ2k${>gF3c)C$1r0??QUsJsJ;l$DxJK-&x$qQiPl{-yb=PS9+cev;-F>fbm z2&$MPai@r@yyHQuFCRB-st-5|uad#7SyyOlw#&}7%dT+|Xkfvp6PyP?LvuCt%4<5M z__e=RIIfrYwM60<$Dtxl-_nehY4-E4D1x zJ9?pg_v=*-ZZ6!{!ey;~3A9vc_SrRUh-+F5EnmOxlKFe!l&It{mNxKEr4A%%otkz{ zAnR7kER z7mxnQwR4K28wc}knG$fNvlVXR-75V6l~sS&Zx8NBY!nd$HMkG9&u3Ws@i+H1exCNL zUkx6Ifcq0{no4#x{q=GC*Ynq!n>`Nbom>Cy@%OW#N>s zn4i56T06CE)%%4NAJ5JDvr9ek&9RSn?%$S43qSg7ZCCG0g&$RulYe^rTJSO__>H7z z`0Q^R8tzWNU0P7gFMYdgX}M}vMzvJ6&#_&VXCq~9+idxed}aIb*LK&Rmv?{e4x5}E zv9auX#nelcXWBmt+s>E&f70IebHl|YpXC?Jy*6C>x%$iP(uQo0s%#Gsv&-1_*J7*K;R^eYfjN#7z_4mH^SR`wh{QvU&qbolD6uL*&l&dF9>3iG+vlT9J&0n(bD665qs?H5B=Jg_si;OqQpYQX@1Uj_8FHd zPX^DAx42(-s)Y4qKI_S43J*5=^6h^;ON86$(#*Wdg)d*Z_Zru{U1uFLwW~LG_odxU zDNzE(pX|?Gn4jLi?&bOHhJD{B8}GB7w`!N2zih2l{Ke~ag?H{g{#v;qc-^rprO9%| zysU*kD$R1+KFVB--1{t-)jNE`zqJZ`|1NK9`tpV6(tY`3?6q%w;&)#t*_s*tn16lQ z^@A~jX4~F+z2~}gx#`P%(Ix-aDEv)leOVtm;o(|^W=)P4DU*{OA*n-$!!z9cm0-BS z=H2i9u3znM1=eSDp^0a{Xv&W@3Ww8KCF?>bd|a!rSd&8|5v*^6X58{gB@02}DDa?s zX8D6XD$R8h8uP=euJ=#;mi%Xp{Nwb$685i;|Cn7@a`pe$$A8|x|I4sEyXXbGHz=KO z{Y`k8b$Q>R_q)oj+v+hMJGL$MrLUt87wbl4eX%1Cmo{1K2@&Y;W~~g~9{V>=pkCMf zrVO{!rFP$kEQc<&E?eyz|KBM3=iqU%UTaUAL$5%DIXwd^TC`wp!r8>H51s?rNXak4f3(b3cYBK;qHKc9m@9PKCSa ztS{}fJ-)AQ0%?=*{J;BJO0f>d#<~2zZq3|R28xk&2Pa~j{_Z&WEJEN_;LYsxU$;PEx|{F4;fCFQ%yCTt{kH{qdQ(cMz(1L-{A!jpBO+SR^4 z{?Yu-mqXUyoS6J}>ig}>U#ndWwKjWe(6{re@sY9vpR=b0+%Cm*-U zU5|}^`fbheg6sX}6KC~KI-?L|EV^=L7b1z7y=WI*c~G4PBzncib(L)8M){YU>z17V zHL>n$zj^%o)1H~D&*~Na`mSJ;WnAv1ol9p{ zoSnIh+c$i+*}+XxY!ZKT*ZEt0c;2{s8PrC(>2-{JRNRbUx50omBMGQbf&3Wwr^XxE5y7udU=bv zfyJJ)SI?Wbes*}a>YKLnd%5+quJBc!cwYW(oi)GJJZGKz{m)I0-#lnIH$LUw|Hv4} zdrLCRsxF>B49YrMu8~%^MYx@ouJHW*pgeN->z-?Kzy*9;faa|B^HN4N*CsqX+{Uv% z>%?r)v&Zz)HY}PMb6;kcj*8XJ2FZoV4q@>*NlAiojUs6{2U)bukQDw6}_tT7BpM#dzmNT<99$fNjO>R%ERkm9fz1eE)D?V$TneBaJ3;o~QJ{Y(0*6hACyY9=C&Tm)U z{}xm%l%J>fm6=`n>*KSX-;Q;Dd*D+2%B4ChpXLkDqry>zR$B4z3E-_CHNjlBl@kue$G?(I8Mp2r241l zZ2FQIyywkgW3$Lzw@gecE_X1x{cnBc$-Xc4<=wz#RhRf|tWL!~)F@xN_)ez#PhZ1t zH~&Q*2wc`RaVh`oM__ujZ*al;8H~rczA#AtC|g?YK2yuh`ojy2=Z6B%EnPfk>*7Dl zII9SE4j{x3~X1JCFC+yr1>!Pd=-d@v`Soqr?VCmS4v8bvI)hqu%D5 z2exbPwLWuYE^l1^!Ng|=_!#8U*zd?aH)l7KV1IT!Wp+;A@tJ-+DKB$^ZO&b3ycx*O zEp#h3eU8KlQ2w~vxQy>ipN-W8nH!7;nD2J5|2o^md#veayqfy#!^e%i<;{*V`|3(~ zhtJ-2FiW@W`d5zd#2irTPBtU!;F}YRna?)LGT2=3w7HNkmt){|(!73?rCi3VgArDj zb@feR@2(KGv%K?e*XQC@&;*z9>R{Wpk_DCbx4iSmD$%_-f(`FX#HpV{$XbJIj- z(?lIm0c^s`UubZ^;K2E4a2+q3o^_~gUCA7fw&Od6`#;a-mhR#HZ2#QH?6`eK7568H zmdnuAn)NT~RjTb%<1&f`1X$A9{E@P4}&C6J`n ze)0?R#W4QakK|26lR(uV??1g}{q3*C_Ns&HGxk|r8xu8TGx**xJZO|V!u)sH5w_}n z9gU5R=Mtq~$e4YDw=H0je@yPNjB z+;Z`S$$x!YP%|`thHR(MY)}+z%`|>AiHD8jU1JjSeNe@FW!cTf>Axr1y>|b#Mn3LL z=HH6V1&cpM{)=>)e0HP!l|#KpmYjujTS9*r&t!D_bM745zSx(s_A6R8GwXj}3~3mC zu=9W2{%ywRi|gL8$K@}H%UAjK7EvZ{{g?f3`t8zB=a<)lTcX!xwZ6GMJoyB=B7pza zz{xSyvsSHXB?=*#-PJ=i(QJc8Y5&iW?Uf zHvVgWbMjfmg_l=$Ox)%0?N%$Ot(Ds}zmVr*${ePXW&1%T;&QWsl2z+uZ@nvR_PzRq zE$6lQ1IzH(D%<(mz0R!VyWh;K*L5n0b9lNi|F+23 zg6_Xp2w&(>zL@*}rii`z3bzzU8-_b9Yr}3o3(;9%=d}g&TJX&`J)(Uu$hqyjl+mA6 ziuwNvP5u?K{I>}De*)qy=N0uOi;u~Ryjhoc_A0oJDd%1IuTaK5yQ92wXs|z!W?+eVb%Xwv=_5#}SSt(sFwDCx`s#&-osOj^#>&BJvBfNV< z1P^eFeymxjBp0q7v_JI74d?yWexwwy;V7PGcC^djx##7p%buG@=A5uL_?22ZuLRVz z7j4n>H~&!NxM!b^=#qbH6uz$Ky0l01h>gQ7?pr6H)zvlmZd7=()wuSpQ~d5-*RScG z`LoSs@`IqM@9K76+TCRk`Ks;T^RF2f?<|SgtJl8k*!>LNitBu(R{!<4`x;k$-%|bO zdFIyKskf~7uRi!M#3ys+^~2YXZyxyd{NnX;UeA19&t-~n({9Q5EBZ{kB_e$&MHAH2 zQoge}z44%a;HM>!1nM(wSL6Sc$Nuf{^GY_IcYOWZzpeMSKabB>+kZ~6_J8qq8<8V- z=S7#-{tim~dOrEeMumTQ_mw%|9rx&NwVdZPLw6~pfxI;{ zues@lW%oa}?a*jQ+;ye*kALXiWeKG_?d`2^ty=lFNb~+b)}4O^m&VS2wJq;Y(?;u@ z{nqAqFc(#7FR&5nQOn5~r={DvcV zsYz^Z)xLC_{u?VNeK_F>?&De=3Rx+=^U}mWk?x<`Wl!#ZhJw7_&!*m8ni&g8;o>kI2f+qgk-1S91Y{~yn*S76lH%kBQiQH-# z)^c~F&*huTA_UXI?ykuGQF#CDuRmq%vWaP5z1~|LIz4s<7_jy`V?An#FsV@&NixA8T2eo`uXIQ>rYde2nnKGy(Qw~{wYvTXRI<@B} zvA6kSuWwlpZhP;#C2#25RVIfvl>1-*d!fgkyL5i&nXepw3o7o;y>NQ9+2IfWwgg`9 zH{Tg0z4O)6J1NCK+zx~K>_IJi!97#4I+GtoyVw0Sih~s9zZ~yoy-l08@0(puX?2~{ zy!w~AUk)^yraqf~0al*CHx2N8_+W70rE}OF<&}|$FzQ%tK-h0LHZcEx_ zpWLp}1@ERnLV|Dl>9XB^8|t(`4de3K1@E@#`5TKuHjUVQiIVS8|9U=bc1~aIf_Yn( z&6~0m)S6a{Ie(Vv;2wT6P^amYgY8Rg-D?X^fcKDIO}y|b;jNOz#aUJtXPq@$`qJle z>$26-qW7jIH1g$DEXvQ`eQCEyApW+#_jfHlYU*0xcbufL`v}o5#G?b(3YjySzaI0 zvfc0gtZ4>^xp{5Iiq|zum)cE%Yyq^}BVY2JA>HCdNF1oW{lg~#JT}5Pe@#N8;QoM3 zprNDkGb?v*Vg4VyT<^PP=}JkXf6spNR{WjydHSj=&pyZgEPOBbKImMs+^niIp;CW^ z4f*@cOO59+XT_x-O{|I5y!7?4Z=9K1+^^>nerCrfGtHGe1!*p4UFHej7oT^%u^|c6 z7+9we5@&W!{8?GW-RSE*&jmf##w*--96I%Uvn^ll>>%rXEh-^L*84`z*S9F2^n07^ zpFMjHKQ1->cGY6rN~z1Q8()@-R?e2XC2{+D!{VG3i&I`6URJ@iuy4}R)xNXk^tIpK z{>0sC^Agm|&E^Q5Qud(!)n^Oym2z#H)l0wGXVg^hIkj`$?-J#{Q*KB+EbIP&L z^}l|7-LOpWr>i8t#97O(eXovvsXDv&e%`%hZDwv!W(vB}TDsDU#6W$r+P9z~rC9FO z_jkq~*3W?CBPpk~OJyr}D%NG53Ua=6Uh2}nRf_q-&eD$!|61m5vNUU1+w6Jy=CT_C zuMB;ERaIG=9C;%(t+N_ZdJ1S6y*+W7_hWa|G^tCq*CxCR=dGMAc1vRG%lGqVSVmI z*Kpy#`?;Ge=lQ;PbD?ckz%)>vlsfxoGxO>{$xr5&JOPcKHLkkg7O)W3)S1PV+r#yh zFLRUSJcSipxhuF*A#I7b1=}{Q94U9z`6*Pp*!?zQqGcayA~|H^f7y%;>*vj%>R2j_x=2|vI7aLuFL*>zV&5x*n{6PD&Z5%Eob$}_$s&y zPhH%3DiAtgIs2K|^XMC~<#AE=;Eb%zF?I3D^KW!SSYovFIee}@Va==yonUS{tH=4v z{!l-&C^jQ6A7uABUSIwTCk1zx#9$2*VQH;vcu_!a87W#zn+5yAg& zpGztJ-@!OLseFYgBm%ztS;c=p@Xb2mHGf==Z;O2yTfV~7_fX7v=#~lg+;!6S{w?jK^C0VwUKlePB+?RRD;LF>}zij>KtTk(j<$h~zt&P6E zqhRvk)f;m!7u1<;4ZX@gb^qeuAO8H@oATz@M){zu`1@h+q&}5t*BE78{@-PJQ%2h9 zYTBY;8;J8(eLNn{+@oOz?!{_zh|Vs1@Dwtg|Ektde%xCq5)Pw#AD+d8_v$<<9c?cGfp#)@#3r z{QxgiIrIIu?9TgJdlZ(@?=A;r^vCJElJ+?#e#~y$a%;}TYZg~n__i+Po4S;L);Y7* zPa8_MX0l!W@w9C2U-9pd()elSN|)SL%f+yav-KMLVxPU1Ge9-WsV%CvikE?l`S+{ot&*+|FN8^*5e5iPJpSFrQ{#V?7$YnVls=)~qq>Dpx9zt*w( zgT#VHy8y>qL5{z?x@)18Oznld^!#4_+=K1gj(Gn|4}Qb^bzu%@5PtTv1hoZsOWTWG zK?5|r{fGW%{Q9o0`^|C3+`XW^Dzz76(z9ij&tGqFQ|3JXmBLN%+Uex|z)w%h=Kk5l z3ki~64zlUm7U!TTt9|>)d20n{)?GW4Qf%|$%d*mMw`MNmzWeD_+-I`|EaQ+}`%_b@%%XU-wn(R>WQP zz5o22{$bji-a>_G?`MDcJZIZ=UpLF&^X1BJ{ILi*n|*Vw zovFqC2OoaiTzq~1vB+h={{BxxG?VezOdvBwm*?qAHFQz@Y>|t$3=Un2F&)li6-f@FGlWhApHgxjYk4}@L{1K(d`_!$w-xchw0?$K8Ic-h1 z290ZOZaWaQaF1f0L6Y;mE$P`?md}4|1j;R2)xFbqJq1lC6gO*Y-i+P;@9-Z_a2epd z;#Y$dDxw`P=Bzczik&yk~zZO)UKgZ$pf5+65&u*~40>{{IhrP>XOE(BiziVo<7{^X^b%Rsu{u1I|QM1OnsjLF}?wc)!z z4r!hL{(5%T3hYS-?W6%)SK(i8{v@S%$B#E1wlx<@mPN;bCN0^&E8mJOca&f8{mqK+ zDKGEO-*SWfVD&W6-WL8_cg~&DxX3pp!+oj-WIm{Nf!CEKl?T?ZF1s%I{3m$Y>N>m8 z*U#_$quw+d?A#2=F=C(I^mxBH&`@^71)SAP7eKPwJa_5e31xSGE=`&Tp6UGBD0RUv z;>2c1&HL4HcjI2;eV6|;Sl*QR?NEz|z70i-@0Kpu44y>VJ#WdO&BE{E5yJ&D<`&NQ zclvrt@t=SNe47^=n?p*-tioD1>kSWf3gv*R>$xl^j+_Gx`38mZ`)2J*d$UUI=lz-c zZ0D`E`R04|$@L)pz5DN%e6KLwa`i&!&m)&-u-*T6`14tdYq_z#nol=+<*&ZAt8I_v znR6Cr_+--DWA4|RfXjWe7Av30X%#PCO}}0G?Y=d{U#2ZqXU=(^-1xd}o!stcGS6O2 zKk|pIrs8f`*w(8*wRWs8`d)H3bp7&8+e&Yj{eAI2fUkdlU676WE%WF9=g6-sFQ5K& zyY-#Tf_4AGKAe2^VdKP=%Ti#yTfZNshu`fw%pL;{`^)^({*@}%|K0Yt>dmJQpR29! zH2r(~ahLqL%V#R&_IzFv{P_I}KL1P!KfUXBf6gypfAH|*vaH$vY?g)|{tzYf=^fwq zKV`8Kd$)gKD%fN>#~}hdN3X;2b(&hQpF-L7oB!?pfD_cST}?~t@1FR-Wqn@A;h&tB zx93h0WePRg3dxhkw@o+Ow~Lz25pyspzHahiB|Ie7f!~_Dj|u;Z^)WlXnPcnhnG&Z!lalLW?`FRiT>evPQD$M3`t84E zOUq>!UbcFB;k0by@$H}cmhf9Y3YQSI{cVODd0) zw!B?ue2xV?oVQNtO2w^-)3q z*eCsO(e85+7 zGb9VF`q<~f-19H~7o=QvUZJ^_S>ODKKd-LIlK&eN|Gt;{^elAq$5oPhvX&J)8-HE( z1~Dd-`@!+EpUH+}?;v$l--VM4%U(R~`*Ct%Yu|#1r?QfD*C(29p4A)qwGA{y>AE5^ z6*N-b9k4m;l1%O5jcKJvx&k)OS{a%8GT!{t=NaXi%U?ZpcwP79Jj;)7KW;9)^6YcO z_RO4LjCoz<6{T@@``+cPxMjnWyrF3Nb)JI`}Z73 zDYoeTa%Jr%c-eK@@Mi3Gi=*A3fx6jk8@{ZUuH2}|r*C@X;n6mWxZD%7W8U`0eC?kx zGl%avbn;c&>1kH}Q!PFDtn#^qjOO4ZC*_piwq04@e96BxieKA#SJq#hV7~p9^!8iL z(Qj8qzkO+fXvy|$-+wDMT|XXD8JM>0x_a;QB`4=u=cO*y+?enzoVPM~_1?hM|4M9c z%19@%sF}3*$)tix+FgO{{d+g;miyqw47KxY*89-Rg^DjXw=Ln9o>X^rg89Z<(i>mZ zAD@xaH{a-sSQUJ%TaR_V(L1rK8O*S$xrn!WHFZsv{9U8?ww*T<h3^u0~i?pOTpS-wB^WvuH8u;!2@zto3XI8FUz3lZdv0o3@WPPog zmu|YP^!}kI_hnxcA5Oly?Ri`Ay1%n+Z0_+Ke!Y|Ps)d>F?|*;KZGG&!@|)YrU&UWj zigVaQSLw{n?RvYw>uTSwLpPU~U9V;Jn+l4<-Bkh0v)unJm)m`P$^Oslx7tR(`uczS z@zrYlUnj&Biyaq~XWUf%&(!pZ>BbLhLhX6}ao=XFm>!??)~0jL^UdF%r|)jtqj~k7 zMrggIIj9LRHOqgh7G%=sZaoigVQ}b27N_1U|8U8-D+AxoJ^Utq_3|I97v%Tv4V!tU zZst~5vuiz-KKJ7WLBJmRv)F&@2qPU%~A}y`fK@lJ6T5F1>g7bhh*@@S>7{QFj4A425*L4 z)`8jUWO{x`JB0Ivg!7fCX+RrMw~Lyd``1S~wcn=y-7gWboB1&4}0czs;P=$Ykk zNos;!Rzun4-w8fT<2TiBvYggD%L}qD>e83f%g%OeT`;X^!L&IpJM=Qlck{d1Rmoa` zG=KsWG+dVXEA{eq=c@~Oj>S4jz7Xz<05#yJIqtX&ZosErcvm9dv-Pw8i`hAS_mw*Z z;j_ZqpQSF#-2eCHY_gmq4jMs- zG1~xM4i)k+pO1}0Pv!<_0O%zw_(-W6TcsR2(p)1_wDi9;$#!MOZWF!-jwlE zP&--|Ab)b(9`N8pjPdT**Wwi+Q?uF}TPK!1dD>K=9jW2*H`4J{yyz3(@V;-Fb_=xK zSAh^TVdl;?@XNQypc#6Dq!Dn4}#{$TZ%nqxJrec$(%k>+4&5m1LxH(l>bPjklTO@sE zZDfK=?LqJ)ne2-M(KvmVLxKKdfA2e!#d)jNH5lI)5{CYf!!OZMMcx4Hh( z4@iXD1st^GYJxX+h3705ob&JJg~?|(@|S#40cn$8@nFm1bszkKcE6UZ=T8O?ZSjZX z_ch(qft)83ZVZ}4`%bJDqZ`ShNE53E-`oU%U_)H-4@MgT%n96tO{r&kE)Zxgy!#?ZZUr+8@ z0q6kml_>dpN3TC%eV9`Gzc4ZQf3*Z`SSIs&)3&1BesMjJF`d`UpJ&-;Zsdpd(fKcJ zZmZj{-L9fHv-l13%&)JWEHtzJCb7gikl;c~bt(TK;=}w`6`Fc(cU! z?{!~L8I(IKYleGbqu{dLHnYtGiV{@0mz@>u{or1kph zz@@9pE?(!}{hH^s|HX~D;Z>K}!Cl~54QP_AuzzvP@z?w^wb_py(~Grpxt=pXXKdH9 z&-jqkxy-jfEMfQkbzk1C2Lnw%zyS+r5t?uHXArUv0B=pXbiE#aBaPpVu4T zvW*LOzW?-dvLSEm+&@jm?Z?`f;gW<3oy<~fG-jWpFpiOC?RWrdo9Ghn$Ub9U4HDuqc`~4*S z^<|K!$}g;(vPJp-KSTix`lDo$m} z@i$UoXCVVc;c{B0*^XJz5VXq(+H4kd`9ElA)-GV>$vD`WDAoTiTlBZTeloqf^3ulK z@L&I3U;fYOsuh@%202LTb@MZm?8heA1+z>yP6N%c$E>&v88PCVH{ttJHnw6T*kHQV z*{Fh9(DIaj*5x(5m)9K3ymlq?+7TN&$jXhZ%V`Jh+q~JZn&-7}+-q2e8T>Jzkdg^m);C0JqcCI2)7w@%Ne|ewn{MpyDQY^3g-tP?!{;l`p?Dn_WNfA>o{apHe>#MH!t&h*= zZ!8Vn`uBYKrB`pK=YumpZ>1@|7^W{)W9-`c${xXtK<)@D){_sEtd>({!g&wiYke%^UGc>o2XhtGb7`IS;c-^qT)?bz-Aa(;t5 z`0Es}l!E3@CfQ|s{92>f_&P*t(av+ncKH3*n0WG8gj}(^`IPoue%nC9X}62!?|txp zlglfq|C`TW77UQzB=PKjPS;n#oODREXSbNeZ#GoA@;}Y;ri^{T3Jy@uFo#8SVcF@O zhdBSWd6YgCXRNhil5(7O`Ipq2LZjz48LdJlc^_VYJ8e%Nn$s#!@Cq}KNR zv7-3>DcFsTdG0F$Md-dwijgx;b{A$m5D`$Vd zD)i~TI@^Cg{%mNHKVx(6t8aDP)YrRL<+s(O@1Ol|t-M?2ulXO;XFq0V-Q7KBUm0ZN z*|+&~9?yh}1)D)b&)500Ox_+i{r83aYxn<=_P^r4CRe;}51hlRajwnpcFu}NDd5-x z7v*hBPwv@PiJ3+IUDa2J!0X%U+!&6alr%L(s{fe zmx7jTT)w(YcFnwxPs{H9nknE9UO({5aq4o=3f;$`rS5Oq<$EsmFFE_u$8C<8f}gPH za>x`#Nc+;&zVVlz)|9?k*UloY4o+nu>Vbu`S}f@yC$KeJ;hyrn$5 zjB}c1;cmZw+aH2QGt1fM-tx2lWdCxjSIKprQ2UVB=k_=D*~V=R4K4o~uvbp>X8Qk# zMRz~@Ugmp#JoQ{|@K@z?KflbDKllE{`sK5heYXE}<<;>}jS^lk=tD4_;zCZAy{&m$Y8GifHDVK(p7cBWwQ{A^*{`~Y3=jpG%eJlEK zHb^a5^Y5&Mlh1BceDl!G1lpiH_pkF+yx59|PJdrAtl*eBrPJ$_Nk%%y(}NE;Y}{>p zM4g{c{?hCgA2+98zn81ce*AH{(4?i1@XU?+BYK$OA}dqrgifmyF0v_7TMw_dF_keZ zEB|3%nf2qszOx5%dOf}z%H3osQwORhK`ZmJf^7`zA{VUt+pq7>{^RlepouqvCf*1; zr1<-rgv_S@;SBq?Zt!hCUNig7$NJx=?n^Cy@m$8&?D%8E9>hZ_&6ADyk9)2p6yPS)P2-!#x7t9Lho zyiZ)ppY_hf_FYhU&V7-DY>@eeBbJ*}_MqK0C4N-+!BXb;lIQKCb$mAs;q= znZ3-~w}1B)**oT@*QHFaH_giKJoF0`Dvu&(uCkoA&dgWzR5WwX4jv6~@2h^tl`{xU zx6R*PlY0AXy_Ndx!*}*iyRo|6_v4MAx5qABUB)?Y?%$_uVL#8=y*#m9d++bVOYil< za_P4RW%)sCjf2kKKWTnb=3jxe*3}#Ett1I@t#?ZgZT$(JJ@|P#6~$|5XRMOXSQ(_r z273R$DZ;NexAk}&c<&NB|Lea+yYv1^#Y4j6Uy=2yGZDXhFV9_eJoXjeyV-wV_5A&G zD|M5lT#Qxyy2anRAw5!NE56^`{)jJC2Tk0U*YCJehwQuht2f=XoA9D)oD*Y5~PKxn#SZhckK`fB6cS1Uj$2~vDWhaO6QC$ZqIw#Bw9ex)Ui zPSgG^eQEAnK1;5ArS-P_vQ?Y?ZP~1^23jAz1P(&$qnEBOTY1dWhfU&d`dRR@>D~LI zvzEhs)c1Dw+*dtwUmfr(y#hiTOTe{Z?<#J+slEF?9slQf|61A7^7`!|eh9bSHn+Sg zY58=$m)h*d8<(1&C@c9S3GQS2^4?pY#PGxMCAc$s_r7jvFjDG0>sxxv_ow-9e~6`&&HZz@95Rja_hFFbQF!t#xc?+1{mGR5ncy(jT5hGa9I{km)yHWJ zzqb{H>VlUe{VP~GI|&vPw%dN5^-X=e%&H)G=B|}KcSRs2#oZNFHrv=<{8@k5|JSx{ z+IxTQMotyUzn3lB6c}6=dkCDpnkr`cJxh8CTI_PRqrCdY_N&chDWKf-?7dmAF~WU0 z_s@iwaUJ*1n48mgeA=v)fBqMjZS$PA*=y3hz?nbV_ODXb3{BI_{J&cAgmtKIMZ^3v z+iySfi!W}!qUogZMT5a>*^FJmUngYEog8YU%EMZI+v;WO|DUVRy^Ho*Hlr%=>#|qI z!HGH6Mxv}U4>gB`uYA36DLdQdZPK~BLAo~lN}llNa#+6V;dO7%$Cs8p4l+7=rF)fm z==_;n&9^76)Ho3mlA;9?6c06D`Rd@(6t5KJquTAX!nTB z>Jsra{Hhvis~v1|^osMUb1&zrwJvn2eH>&WstJ)?^vd^Y`m#ee$}+ULOj=DfR$uvg zBgo|Ft-LL7{jNH%QhfP|`{#1oce2HovVVULpL=)56ko%yP)!fYa6uAuY&55xWnhC>RBi<$BRYi@3d93rq0}TabEca=SWr6?@Fo_%Cy{&D1Wh?znmW7bGD3 z;6ZnztVD~`s9=T-%StEnO$S6Kqo`$V*$}-Y4kuc;*Y8*82lVa#rx@iE%rKff+p8*T+X4Bc9{Mr9HcEo}$I=8e2DYzd8dw$Tgd6hMF z*S_M+mm!Om2K(GyS>>_yt^H!Q@IPx@rzUKGraTdUSb(3}cvg1aDJK7iCoNZBxq2h5 zYk9=&-fbXlrV=*h|Cs-6IocZwNl25Wr>~qJvUf#Q@Yk6u4R(OFDb~g>UB^CM?{zXP zEDU~3(*D0CDzONXFYfG|`3Ro+B<}F}r#3Dx_`W>!RaHUe$B<GuQoRpytufuK`Yn+p6V9gW?ZGi5E|B?b@`X(vVBWd&EF*w0P@f0s@(Z|48*(Z z-lbXXni636b@D1`+2FQaIb`O#rs$>X=I@>ouyGqCz_v1P)8R4X%ZuH#_!=mgUR&A$ zOFf}{c`pS*1v|8~T|zY$CB5=ql~phkRB*5Q{A2H9X1z6UBfA%C%Vd>sr-u0aT>{HQ z7vD;R3ihnha0}H~4AN9pqPaNfm13y*je~9yK~W*Ka|~V_T-viLzzy!3=G%s=lq5m} zA%fFGzCH+Y0~f*ByL9x=u>IYpEmKvZxfCVP+*fuj2-y*qH+7d>tk=pJyF5et^_GS> z`QBT#J@)7F*n?ZUmzTV_xOC2{06(}ri*FaMQflxEga}R#`MTHJQZ$%uUH#&eX+M= z=)wh%>~?F>^g=FYon3d91%OQxfqSUypzi7ajjO)Ze{b$y;Pq-ou%{^d^i|StD?t@Y z#+C1iKQ7-~v9<0}SSeEeclve4U(v`m^Y2Diu0xCzYz6{-U zX~H6_umGtq4~zm-Lv45Pgg`6)f?V?*i(X|o2B?;TMN22Il8a$mwPcn_@-(*HFCH&C zu+VLKqt+@UFYU@JalI=z@7yM@SpPFTA%UffZQqC3E|Hq-HRGYbbg9!LP1&jv$rY1U z$;Gm*f|gag_DRR;yNNqaz4CSMX@{vHUyqz|5Cs)G>jT(gW=PwXNv`;{`rJFP2B^zQ zoXvM7-Byb^x5q2CUynI7=<4Fr5Iu{tW;{$!4Lz*GTU8*re9|hpm}4uU_UzaweMf^$ z+;ZxbuSd>Ui01ANEM5LeF?99x#KWz+Rm`j}oO<;hhad-<@7)(&zDEo1zYKl#>ssoZ zu2r)`zP>Q>Qw`V*xbng%!1XGk2ETi$H&1XeC{BOfOI_f#swypQLD#DGkh#HA&wyg*h!aNa zJbf^WFJz`G&pM{iw$KnyQAy+6-50lkifgv@WsNQNvTL>4rtq2WYC}(Rr#J#qMOGMr zQk80G>1!iMApE%1Zj#c>dQ1Jw0=DT*TF#E5!O&8XCy#wq4@0P1qn2~Ux%`!{qNg`$ zT?02|GE9@F)mypouDZeh8`M(R1u_%b$a+z>;1owd>xME=slc_0r_mQu%9U0v-D{F! zFA;NUCC}54wjwQ9+ehL~U$ErCl^+Z)g}%~CG@BA^2unN7t4dn!=Pte#=x6oiMUdZ7 zq?XU!zFe8zc-?E$$U`Jv*1)fz)@Jsbn)#*EoFzP zfeTIvhp02LCdBi6Y3r96^mYh8k*-` z`R{g{q;tpZ!4x*z9aDlOPpw31`1qx=EH~;3mJADUy$UW%{Xk`@pXlM*1FbKaH~GK3 zu-MyDG}wM6tf^gM4bpOmcURcT*B6)0IRz>)LG|3-Mb}EboP*}C@z1=_>}@%9;T%NO zulHxRlr4B%jAN#y1w0@%X@N#?6!sMraPtt zN1_E9>+(a7wZm7wKDczwsY_K_;MRH8RXG9qg2ZbNx{e9&3cwOS`#9{-Qx?1WL&j|DRf#`NMuyt(JQ^*_5^=z zm>0Y4*E`W{X75A2N`5ad9QO7^j-d+cpj6hChjLd#i6<6o3TH@TV*BUzQ5ZphOyVf;_ z`W?`+X)2q#YgeVL?y4kklfFG7`cN@QC@QJM$|Q-wF2(u{b@Ve(5i zwDkQZP?P@hw)T*<<-dNfE2zl6`cw7N!uIKpwA>33MM8f2>N$5xV;+J9!40MSxUSVH z=L6ri{Ab*Mx|-)su+^6jL2<}=^(;~1dfrzrFM08B z>5)@`N${L{__m<7ddJjYh#4@sW&Uz^xWek7lD)eYpEwnm@>F9JJboU&oiJ7S#3@aPp!ce( ziq2h^=kc$+HR((A`ZsrfNr)7dO^LKTg>2E|+lJceGejrd4t-Tsw(LyT%Gn`b-+IrS z`o=QNcTVf!pFQ%H{sk)@F1>InFaya$j@s%ArUpX`@ zJa_P4Id%D!Q^8sAuv>gPP+Nb+)bJ~(CKoNaA9U4Re`(m7w|-ZdtF|?J$viw^mi(?1 zlpMU)q9g~9CQ-R}o4sPspPdp_=`_#mR@w4g{*|``t}Jx9^llrPDb!C!H~pKTU%fr^;QTVLZn=1jq^CbaRBgfPD_`$=bFa10-I4?@@J~K6dcwbB zgUD66Um)ixY5PxvW!Y6ScP}WeR+um~{Df9O%F!#Jw72SF>MKTD_Qk^5KX>OGx%DU5 z>dFT;^xU*sVS=cf+a9l2etp-lMkVcQ;Lx+0&VE>X!L)GothpE3rQ*8QFu8{L!1|th zWH)g!MLsN3T7Bi~hf7}CphkDOzH8W~^!H!N&K{b$H#mKXH6~Ad4Vf zJoYbd*tJEP)@%t{&jLM%GLvh7{I{!eV$ zMek3{sbP&MG4-MBj21^)tF-j`pzG!Oprn^^-a3^3#m$v1|DCOJ40mVLt+MK~08JYnVV5f%+?H zwLwjLHZ1CEwE?vqA&!HMs(s!B9BPqICp`r(P_bJ=AF zBRLzDRy#~Yt&vhhSvGNTMY49SVba|U9rj?fjV@)n*j^H`zU+n7QfGdB6pJkPY)lRd z+#u^?AGUJ!!_-&Zt7eB>{b2O9VV?7))1MxeOWyJR2Pz;YVgwvlTC23edQeex0;wqK zid(24b1f~Vu>_O_Ppwf(MNSTzyP6_hkFHTlbl<;p)%&3nh%SrG+uB3kCY5BV%9Q^3`mvWa+1FezS7mK{Q!w-97T4k_$#SF0h`m6GSu0oRC3VucT54&?@a#S^S zs%kX1BH7fF@4j}?g0R5A)gCKFgX4p)Zr5KL=3~2L)*`!4E^#w7wboiJb>-JT8a6Qr zUXn}PBonR82fq!-S+&?yz~wN6Pj9F}d1YJ%O@O;WJg5t2N0 z*Qt3ke@$8?6%T6XGuqB}ZT5T_QRA`W)SD@CrUyDVq1yIFi?gg%UvTx6tGshGcEi)( z?FI7>T$(uP=wf@n%!`k`ABHaa0FSC;+nd8Z53FADAaoIHxKC{$sAn0^wLay%=BvxO zOAfp2R{5IiSn-7+xCXfe@qjO0wQ>E1CG}Hx$t6S;9lheas;WVA-z3}i1=oLgxks;A zbo~0ok4yh(1=hifh{v}-u2%UW`Yw2bS8Tuj)9_A%6}_uKy`*K1J2#vBI4bg$Nk^xu zLUTV-O!4F&Uq9(VxaY^!EnNHU4O)iXKix|3*szR`?goomn zLSOy*x0FFUu;J(xP(%FkqU{M2#GmbvP6@}bX%EPz1XWg$^_>aJ#G(DZ7dLrMy=qb3 z{fKQl$e*8(Bk4!kA1%(hR>ysiKmZMf9iRS5`{ripns@=e+h$n-rIR~9fxNru4=j>G z`|{uY2o?LIrCB#sbN{I=pSo6pM;aJye>=WyE794;GwoISsr5!r!;xAmj9@KX;qTT2 zU1#>W&TRzg#4SiSk65iQd((37{*+~Zw1PnQt-0MLy>J zxjVJ-ODm;W`3q*KR;+nrx73~AfHeXomKegs7`TO}hQ9j6woIGdm^A{@ zlrqbkkihAFMl7BeoM#!smN9fgXEZ|l@?SE92{LGFH-u^&&=N_2HLcUvUprEJ;Jwko zEQVN({aRDvkw!X?ZGRl@`a#>~dd1XTvlei#1%)1H8idg{dcE-rrmx}LdRcZ$T|pVM z^%J7hyWbZtda!cCiNvY9DH6FHu0tm{Hq z_8)S(9QvxN29%xELT&d=i9b2-@`DnimnXUpmabpE<;BOPe^v#cmJUikMBm-o4$2sJ zm(7JtPOyJ@(-gN$U#8NNTko6&$bBfm_wg+#AXaNMgl7B|g^Uv)pU$Lnvsh-%8*SN} zE_)>l7P71kXbROh2u~3o-*SWrvT&b|h*`Ss_;ev1P^0LvH|MlBmTD}ku^_&g$9az|Ld$P*Q05mKP6~{y}Yz@7HRI7d^V3OZNbHoVem8lhd_t6IPuq zGqC4wH|3s}Qw?r~uIG9RuP>5nZvR{PpY6x%{a=)OSh#sCjwn19IUAk7=j*wr%+}l8 zYBL;8PjU+K{&}#)`LDm+{nIi3o_sp`boS}!@mL&=j@h^Kk58&h!EOE>Qt(f>%~JI_~8Qo4xNTW{2#O} z*qG0SsTEZ|{&emsv%XzM6_Z%{9xF!)-Kss3^30V6_a2G=S(Uk1`&fnThfC?P=LGqG z?JX_ecI45Abo*1!4<~uWmvk!%{+`fbq$04iFCAP&~+W!a=TuC3ElRYwRb?Uh0Y+ zd^G7FTbr1y5YM4T8;;H|XD4{v=LS>u+?{vYU8X5E?%|WQQjysB_|vhcvQHd6I3A@v zdU5b#bW?DAoZki>C#BC55}xqYGjewR**oFHeV)!gntE{%8%Ei z^Y<42JaDd8tMETVcd1`v)dn7?rj2$J*cBD)4z7Q4`{hK%DEZgMJlkz|O}XD9^-|aK zQz_H-3YFVy|9F2mxFbh=x5eu1qID(A@%oxmZ>c>I@GVbKcIkb&apA-m-tE)k4=%jS ztG0hby{PFLaDpq(ihaZ$)m63J>foZq$8=1xc$T+)692R5*s>{3K1hnVWNf(TW6TTb*O8k|q~zw~R~rriD`@4m7qFLR&nw#eJ%yS7!yk%E$wPk5g= z9w{i%v_79EVl*kws`QIw1e;=V<%xm<&H97um;QJ(hj*>gjVqlBuVzf-jXA3jtad+r%X&Ex1^JF~G({g6?Ib&%r;r>t;%6mY!=;S#!S!0LP zsnBJq-b`NYN|wqG1xc>`kOHk-?)>K;4BmTBeq3j9(1=5-FO&E9mQUg}${CONo7MiA zWIU?po+bB0inHkB`ZX^uI39kbQTe)e`@Nkt3D5n+lN*m7>(Q52k6?2=?6~fs!gYqq z(sPo}gM70VuYcKlto*`(@amQ8&+q*4CJ{IRbn|R+{ZpUgqOUSkSIDo=AMIG3s3sNO`m^N zS$br$aQm?ye#LTHAn7Tr`8zvt_* zr*luUpD#=Jc$BG1UEIGExu$-3vV3%^>zh26Le|9Mg4sLf|#(prYDdA6e z{KbXNZOsX4`FlRk-EQZwElj?WUo77!4OH?O9`@YuRONpF@-$o;CLiqGOR+D&inrA%JxKSjMBY5@N zlFj=*UoTnQx8@e(lOW!#Jy&WL&Y0tL`;&XI?T79DH&?!W^CT%Fes0Ny2K$*umr7Z6 z_vY?BW|CGVlB3FXOefp5y-zZZBioWIZEg9zUko=R7nd2jc%R&H@o=Y@tjQeK=yOd^ z^?zL5r*b`9YVz&vic>eopNiMrx9{APEj#x7xOkcK&%RL8DOOKseY@+KZ2RH%m9!ZV z`l>g7y)rr5n0vlyZOXxlO*gpsRwuV@PEgBN;D080t||5TSNYIze{S!+r`aRU7m4Lq za&Mc%8vXz9jF0v`k|658F4Tcf7in9SoGB2=vE)hvRY*@}TupPRC_VVV&K*>PK*G^! zrtaxX{nYx&m+!4QXtMmTxRJxGbW6)NAO5DbEC<7y6HYsBc&adC>%AR&KA+>CFju=d zHR6y^Q=qg*qP|s{1t=P$84iAZ8FBo$UiZqIY<|qsKiz)fleJ;f6su(w>n^YTW4b=> z(4=Wo=0*$ES=N{Q-{@NK_x?ApmxpR*y|mmgRYt=2t*A_Mcy8Q<(@%QK_kpU9y>`>Y zbMBkjN zZ^~TuW8PPd|3a(w$N8Gw+`TRPnMp= zHTkdoi|lLEJ$_(Xa>DGJHpUg#&*jX!sA}?{-v0cP|7PdENZjz^>Df@pdOTs?Lx~wD zrQg>)|I|45dUdM7c@CZ!`Omv#4i)j_Sh8)CVU9jfe6IOz@%r>> zNzP|>$T3^nd~!M3^H}0WA*>EO)cFg(4 zxlay6Ox@CyEMQ!t%>>Rkr`gNiolaP|X~T_QWee;Bt18nvsp&skKWN4udO3%FB>T;c2`Z=pZk0774znt=^_6Ew*OXR z^95VvSDbL%(qMAD!t0v0lh)JuCrrLI;S=+Ey_*Mbl^wU-0QQVd{ej=H3CV%#J)5fLCSR%F*HKhs| zgRP1E^U|kT@4M4_BY#l>)IdU>8QqE8JGRE-V(_V|9>M z*DA|`yKD}tb;8!K`^vt06`%FbvRm_d-GTVY@$u;mH|!3&%~8!y%`9Z%+3ClA#JT{qe zQvXf7JMZ#?K6Vc4{0n%STMtKlbpY40e9f}$2l=|nZiheFR_ko?)>>%V<+xRitIyxr zW`AVUlJ#4ESfw?*yB4!->g&k-V&8yLN0x8$lUH63sacnQH#Kg}^J=L#s=UYeE43|3 z&Q$m{&)frP#s4f2T({u{+lG(}6@JaO%MZ@GoWNi5{qE(H$)N`IR*iq(UOt&D`q6y8 z-@fGs<1QuGOe|+Tu8?NIo3_?m?|qD&17G3>zh-s)$FHhq?NgsT*nV#NUHRHtH{H~k z`>lVvtwmjboe0H`SoOd`uZNG!u5uSEXq@ODc zc=%G4+waE*+k-|NlINOi(+|qs$ku#YocS^La^tUhUNtF=&!uKtuBsec8eo*yUH{sC zLrYk-c=1V7zCBerHmh7~WlyiWm$y*WLGAqFWycT3JxaLqI+yjh0`D`68C&mFyaqQO zN~PqNm^6KTb}`Om9@ve~Eh7Fk#jm}QZn!qXxIOIn+Qn{f1p*f@cq(KXDqu8+wfbDsQ~n=QeWE|Ucs=K$m-v_O%p1-N_th&hud!5(7n_`25h-10cyjUo z13JlvCcKQ?FkMIDynGC(*)yHBI!^4&6Ht@Mk|*rf>DAqq{BnLWtkr!@w(bYzPLPZS8~SnKoIKdXCiRXy~3 z4WuZk_G_}8@>XxH3$RTBhciJI{wZ&h3-B@vc$Lq5mKAXBLh_ zYF~6LJjC9Za`Ux3`}gb*xcI?=zygLXuU|c0 zwqsU=sh{x;O^bwwdAB=vP5D;vtI9V#keS!%?Btld*>@~t?!fi-+G{YIH+YSAnZf(>3{DxOC8DACL2Q>kvUugK7 z>%{yoU)^Nk^8=1W32U4pK@n8^;DDt8xK*kC_1Uk+@ar6F_$1FYGCx1iSe)>a`QCHm z2leyMJ2Y?q$@8!A{c~f8)zjCC%35V{tgVIhE9bLEZYa2-=+NK#Z>#pXfv~)1zJuqOw*>7Ee<@v3*idvUoam?(vJqRT6*RDtB&YIliYc`Q8D;`~_ck z>{`b4C%=3q_nED;viaDa#)ez>W9k}hX1H2BOZ~)H6n0#w_QBPq zCKl0V1*fDfp7PH5#I|71`)~Hl`zyEqm;81AZ9Ut+_wVY(s*gykK5}K*)#R+MJyAIh z-a>lJaD&r3de!1&wW4FvmXCYqd^{#U?f0?yQ-6c${}Jz`t4~O)J~{e!L0HL)84sWC z^SK8u!uD+X9KqH;jk`PAXkXX7jEjbc74x4=2>;jged+86^}jQi{@->N{`UW@d+-~{ z{3$)+{C{FEE=+DSzIQ@WADnu&AO2i&qGPqToaaH#X^tlfz}6qA@Lnl+SxYQv^@b~} zvk%JOwz#&WBJ;G1*qxRKVgIDGzfRTIdGzY?_=C?sEdG0SUU9YUYW}ScPTE{{zNew6 zFScv_0|}ei7Ee+?9kaf_vnJtr-4+qoh&h4B`{!g_bUdt?|741}(^mbv3{QgUPSls! zivFnl_c`Og&i{imUJB+<=@6Hn2`bn=WZgd@2zBN1eSDIIrGBF2^AaRmc+&SwG>-ep zTz6G{^4DBRuXE>~AJjUzVpZW~q2Rr5g65mNa#$E`x}lWC`OH=6SN|;=^eY@U+FklP zDM?v>S@IJJW80^_lRiDV83C~+9@MKzY736LSsC*FqI^POca`<6ckWA%x!1Ao z`z7H8FZw+vBBCpOtLq*1xY)f%zgkT>A({WA$Gqs6^v1I5SFc>Z5#x0GQuzl%PN^Gr zUY(d*_%ZfBkPwJi2d_jcAa#K`|? zo-t9xqCcrE_`wOyf+r#o{~GdBj6E{%ry4sn-cK{W@ZWs%%qzhUR5T6VecrOjxs_*f ze9S$EYl?@TFkAblZLrxM<+NU_>hF{#J^}a9G7q@+0 z`fppn{rT(?5`RkFvZQyJ&A69!^@y4`pUdCm=-prPpH>rwm zjtaY<8$0jw13q=2(PjaYIn1Ze70axN6Ph-whEHpi5c|Q-<_AX{H~eAE7wYr=xt#O( z{uzN+ck3iqePKOoq{cH#jzyib>Erxb*5e7w9x5QZfFg+>Dukw#Z)9FI-GakUhDDtZ z)Yo^rutT1$_jl%n9sk8lY&rcVu{=&)3mO;du8o9^3!UR%F>gaec)|CJ!aB_h9%@(= zis;lkp0#|%eCg+osW18E6jK}(9KVOXx>&2eaNko0)7yHI*8^-$?H9Q} z?VX-?X1$94{q4d2O_Nm)?s!%W8jJ92nz^UZrbE)NNqEA8gVS>pSL#3c@x%6@5m-q5 zAm@qf+jF<_rkxH6sVmj|AC%PF^kQ1sn@L}P7?rGMQ?p9W&I(HM4*u}xj{DE%&YR1_ zL?$M4e4g>rvtW{ngy#iN(LaYp-49g%fJSBP_*boKIjUc|A=2X!$QN@gxcma*v^U>! zJaa%#&}jA582;b$Q@8$iV!N=>jszAw(y&mxSu1YzvR$!x`SHEnk}j9;bI+W|qVCyL=)6r-)+)t<)34=e zUJNL4-!VILO^`YLVDBVJz9wOCgt91D=EEo4m~{ekV#xvAjR~=+?YF z*D9vYu{-tuF8}S7>IXe1CH(2wzQ~!KSN&k;WJvq@T-NL_{Cjrge6YR`Zh{NVvEZC$ zzktp6<5$_G|J+yI?D?fqvXbpsP3nP@v#id$*p$Bw`)BnbS8es@8NL^jOTRDv6JK4V z=bh&&WjRIj>SKVwei&t1RSZOz8G*{y5hw_c2|Pnd1~>UHtDeE(k;S?YvqG8kiS z`FX1OX0I#aZ`z!)a)!Vf(0J_YMq|gF($mZJQ}RZiQik}O!$=Dv@y+wl33yP~qd zdfyX&{I4Y1KS)z=JJZe6bFb zE!oboJb^^e9QW$eC%W^G3%*)xtnj=C{bDlD? zvh6p#dHqg`=ePQ5?-w%~|4m;iD-`Qxvh7~r<*he%wjYReO6d6mN&^*^29SYg#SL$4 zb{?G0oLKnwsONE>_5(AWADmGH4I0&~jO<*y*}ZrAtg2T$5`Wa%0@QmFvc5&%=l&Wk z{3G}4(~$H&p-+p9p1J>gJvnuwY5Fg%-1C1wP6QRC=O!^d{1uQEF|+=@+O~_1hYbs!Nmvx~=+qz3Pj~jVDUQ1oB(KsugRx%roYmPY zGZ*va>NU?~)2hkd_U5+PL2uuUpBG3l{n>WzT<*(|)2AkX|2*NPWx+HJQGT8{P`fmo z#ki8WQosmQ#NBq|v`S-PKle(a6Wq1~MZQkG<6QPR{ArOvTB(vcAK7=GTq-LUxqQa2 zrg!Y_RgLwYs=uq^UE-rOKR#gLDYZSR`*zI=iCbQ)GFQgEb1ayqAaVWG+7}lL4?7k- zQs)q&^^EHcw=2&u`o5Pa6;=oeL<4ga{D15PCVx9c0L+_T}$jQB} z=6#$e=6q65X<^|)(JAHgeGJp8_~xjxpPR*;ekiFvncXVw$G81!K7-n|@6IlG;T7@f zi}j74I>iEWEIH1}u%t5_d>_9((fa=O^|vcF+}_>7c5;hP#$$Kt)R7FXv~SVxp$4iys^cEMWZNWeh6fC6C`%O3{B*&+@YURFpM=iPaY`OI&v5KE<;!ZyZHnUQ|WDe`;bBkry*a?VTH`{f^ z@o-|nLxUX!5-|+>)WmZ;cJk$XsAB!ORLVr^&Ga8%c2m{a`}N$roq42>p)dlCOEe_9?snG#^&h3uBl3y z1rlp+f!yfV%)R^|>x7Bj0X2KMy$|J%Ri zzAnDN@0a0JfBVjnDZi4$auoTO%dv@bHcylRr!7#hg45Q7*UXWd6Dms&K2);?4^~GO zJk;62P_;Jsy>nNtU~=t?goh87O3hemmU+D4szCwU>0^0M^QG_n5b*Kzu6-_5Q_8fT z*SppL3lr}s2yJhc08_x}T{v)jF2Pk5-Zqd+Lef>W;{>%RTW1u8$@PUiIP zyKg)5!2h%A!TwF$2SR+CxYc0^&1eqG>2tvnGEIs)+jbmGntI5y0AfPJm1R$2IZNeE zDDF7uRR7_2Kuq<#Wf8*9S*L%wdn!L`-!&$kpIahASO3na=heRNx9?21uA<*-MKAxR zZk2;O_`ib^!5l~lVGOe4^%vWODyGj-{qpVpTVBk7ShC+?8?W;AIB)o{g6-?ywdV|1>cme^PFL8G7W!Y@d;T*wxdnDmrU^h_93~ zn!JiqQQH9qx!ZOJj6ZTynj&TfGT1urHnv~~^v7lu=qoS!EKl&b3T z?$xqj7Lzre!sJ~kVC)cke~Iyn`swEu{ExL-{O7)R`k6<+W)vEwiLkP@_en+x`aI=* z;&>*2i)ZfhR1xDQrsXYL3)Lgo44pMMOkp={w*K*{#O){8jM?WBn)8<%@8g%!Zw6bw zV4+CFspfRyr3XUn9Q)%B_}QvKUe{sxRurUIK5Bii}&Ob9;G&;1WkS=wu$d{N3wnY zU2A?iq4NFhNVPxPBh|hsD!)#hI1w~R=PYS36*69#7k%#Kgo*a+U%a1up|el&RKrr6 z4#|WAdRI(pKJIiowCMZy-672apC3)Tur1-txrc!X+dth7@$t>{$*d02TJu3;zhN%> zz8J4n{~s=Uz4h#*Uo$+7(nMIM@r5pDmwho~p}>q&pv0bharL7IubQH=D?wvSBH-}d zp{##8K>zLh)D{1o*k%}>-5~$8ou}IF>=V0`O+1pUjZ2-^b~f{soVZYwpamMT%$xtQ zSAnmZs$oo5G2>alM0H6ywo(S6cyFJ zUkQ$xk}W*0AQ_*Zi6^GWw}Ge!Uu*PJeEb{EDml9eCmiMk&u&ae1W%iZuvz%W#Tr%p zcg?)0m~6plHizM~{D;%i%dFPM-dcI>;-ggyynjZ&n>{&ORQT)6X72Ov8ts>F)300E znH%8#$L`jBvrF1`I)=wmBcCZ=7EVy+GwSKF{_^a= zB_j?=zXo3Q18lEK(qBH?KY=mn%;%@krVoC8TKwm7jb!pN_XBQ935x|cJmk1>!71TZ z)#J6G6)Kf~pEfU;*m}S*pHD}(dBH=D8wD&m0vE5TPd=}=Mbxii=k#sYHCO)FwlHZ+ z_bu;dVgG&|*=%@RB>VZ-%C@8F{aFIH+Ze8GIXo}w=?j~*DwZ4-renVP;h+%@jvE3U zyTPjnivG4=y4ka5m&n|xd#L;lSt><^X;$`LpWk!QM z?p=$V+j-azfW}K&c-RlHeOPzT!zJq0%swk-vpEdX5MOq@(|PT8$@&4$H4yuLJw@0ZYd zXuVNb)>wv7y03v(;QFi|vwrzR6;)TgI92#%_cyJ_HMND`4z4tw_rCG|)$I$USg+<5 zc-2nXyLZo3ZBE6lveL`d?_E2xw_k#@q44iRuD*lb!k_@Ecy2wN|BX%0K3^{H=*Sh> z3Owou+Ca&01LLCK-%hgp+wQNXuq%JQk3-M?-zl#+H%w%?k-?P1(fYR+lo3-8Yyr2N zbm|>_17Am%RUbRDEnVBrOaE#A+r(GXXBlqk-EdV+DPuY3 zx5aNavq&p1V?W@=ln`@v`yyv|Xr#IDupih|ym#9NW}R~@nQQ&GyyyVOIH_EYK!oz{Mb1ZiR405p`V>-Q#$NdS;^Fyj<~iw>jN9fgMEf=93S8f|%v49s zTK-lzv#8O7d}ALiHGSOzqjx;Dum1&G@7&$m{nslq^hCmc?@Z~3JAO%YZ}hQGyDi5M z?dkDRzSgz9PlB&O7ZkiZYZ_$c#x39tpDteGZh6qC10wN>eb4-q3;**bG5){pc}ywc z-!qlVpX0TE>Wg)+1@)u68*~+SK>AV31J#t*uiMxDx|MC(@~<+QFhSM<3p_cVWfXsOewgF1zVg?6XE z{J8G*r+fDg@f7+fBnQzy}o3hR3 zfl-CyYbItxp&de+I&T>!HTl-J( zWw7Ce{2Y$Ljha^`da`bB+duXGv?re@)fn1s-K8UIR52mOpQm#&jAieS`na;rbX_W$<; z&i}e8Rll-T|GGwP0hIvD_pkYS4Ajxz@VU*a^i0R%$392SXMifx!yw;ZXZp96f95Zb zP3yMQntW9gc(H!ntgX)_l2&BCdNGyLTt=^S(^v1jos+g_Jr;NxpH(vTmz&t_&ZVCx zy!^O+>W}MLf3i6b{5|_rd^&gy(#Q30Y$DcZ{$%K0&0o27k-Uyoip9UJGXJ9vY+fg; zE`3WZNLBRCoF74T?_YTrXm81quDN#bs^a8=S(@Hm*RHZ?@J^PzF?A8+pQ>Kitk-s5- zy?3u|SblGn-Ro}#-DZ3Ay4dTLolo+GFDy4anR-mGYFn^z8aVFJ z*8{DSI?Y}dxBQRe1rDY=ekzw74}(LokV&VW@w}N{>hdK|ua(WxwmoHkcB(;A6~h}9 zhGWL>!$Bd*a6_;KTEEvuUWniP^lEFv?LYGqBw2XC!TFPUpW*2x^5=|Rwr}?N)xX*2 zeEr-f`z3yWhVTpiorWyH_@`~1ufN_Zdq^h>@NJ~;)JM&=^stSlHx8Yu(Gk_OwLR%y}lyT zTe0+r!}qj8Z|n0*YiF7idNtJgH|$k8;3u4Lp1Wb@AErom9`G#8^i+n1r&q7mm&h8< zV@^2FxZyd&4dsHfX4fngu8A*LW43GGmiziU_c5o7PtIp=T-m``-~7OIM~;T3Tj`ej zi~sD~w}0xTxUEilnN@C+KiV>U6JkgfeA~q*Yb3)^9mfcn$NefF=5Hh?VEB%s6f~7N z=YQ3?dfQJo&H2?n?5{Ow{QtL^Q~$+mezp6;3HqD{VH|5f!z|ky5U^4Q+U=MAp(>|$&9;bb`wm5#|6lO7n&XWs z%Qq>eYQ9F>cF^P^q^$oXW<4W=g@rHg!>YHIEZ=0n@(#CRn3u{femiYjm|Hu~l`p@x z{m-`++Wm3bf^3BY?_YH%X9=(S{Pm~#53`ke%i~-kZ-vDxPFO2ed%j_B%7Gt8Vh$S4 zNV8yumri=UpCmW>7liDVnGc?vIxx>TLB7u7Y>T{~@r!!%vk4PFnlGOz$5`FjP$+l? zRFUoBfDGkDc0*->f`Ih7^AjYG@VFnCr<}ll!PNDASM-`}YX_G*3EzTvUzMaJ z<^5LMC2=@GnB&9sJ5`z0y3eY(E1O$W``_&seDLb*+tPK>>79m`ofGsG4c48D0Szz| z+!CJ->4UBFpX+#{qr03jUd8W?OFK{dfqBje{1dj_{r$G)__ptPPS=Vu>w65h-j#H= zUM&%R_U@^8`DDAPzy8lGyZ@pu4-6TERQ+B@74N|ID-l#Gi z`??C$%`RYhW61)JA7|KWSC-~(+}t(efMCG`4vPX7nFVg)&o=*B%=qK> zs+!3;p1JM6n$FLR{^`4}a?Mw@B~Qd-s{Zi2nOq{HyiEOoqfo*gc5rdTVo|^Z$u^#Q z8*3U4>t!8o64q(%cnFe^S@7uEmcR9jwckFNlRDu~)BWq6CvIHeQ$MMfx$*nS*}ET3@?6G#z>(>}0>**|3^PvZPheMcj(Wf6D`U~#Y<3n4 z54V_tiJ*c0GX+dC7L0rW#nF#dw*~4heJgD{BbDL8vTrRb^*5RFy^`LjW_;>>uHMyq zbt{iHy>tJa9Qj8m*ZSo0A3t}UyukcGfzcr8C3s$vfo~57WE5+$R>GeHt5@sG@3PP@ z_$O`gpLfoGwkP}FJ01ILkaFR_Udo+%?wRxcvz@H}$Z#Gsrfu;*b*=fmD$puJ>-L}b z*dt!K^hiDj4IO~BgKDODFD*UYuXnGhZgsr6^v~C$ySDtDGksg%jYl$-{eMiit}Acr zH(h#k`=|5=1>yI zzQ`wk)cp0UFExtsr%6iHKWUZ!NA)E^>FR^f0|yRh8Ge-i)Ul^muZs6OGM)LD|KNvt z!5{7V1G8Jc1^u(yEfPInru5y4^-zP|a% z{vY=?g2qbqnfO2ru;-r`i;5O!y2Zra7WF#L^L&5f=lchKuK&Y$zru)dUhVIcpnvB6 zYG3Lm zJXZ7iU*@qtJbxzlNG30PzTfdvJb1<-4Y^MLZO~-g^zPbqwOCVO3kE(J26n!Nr}{s( zE_vV-ZJqQwR`&0M5d92+SD!U@{7MUwmw9VndLiNBhfCZ1zPzlzUGi$uxdx6MTk?HY z-YBcMQc~;nhO=M_i$u9e{KbVyZ7207d|liL?iXBMu_!n$c5iYin~Wu6-y8;azXoN2 zyH&y0{(GvnSyd|Z?VIxdbw<;#HJQtgS(YljU;CTi?${NsgU+>PiEV#1>Z4;tUpKFR zyFqlih3<bNLL2*>T0$x3NqJTxmnm@1L&XNsRs-^cUfD6O)0~3uOWV|q0 zJm2>M!?Kx<7ao`i=P#4|P+valrDVYr9*OMh;N=jmhyvfh>Z+NSkIaWX`@p?V9*ZJ2 znMTI*LFeifmH+PZb5r~!a;wVwYs}u#|6gBbpS^B&K~JOVC(pX{Nk++MzVKLhvB{V+ z_swB6{&^HU_*THCV=bR2r>k>KHKw5$G`1wePm0({hJ}Tz88h>`F_xEzu&QWjP55J3eW!+m6`S2 zm8mjbfq#?axrUiF5AMeuO8A^n`StA_X<4H=jPBBTe;>@|C^lIZ-10P4jE-%4H5a&fZ$Q+uyKKzBW2P`_vvbi*FnjUMxMO>e?11 zyai7<5Yxrc*#@Ui)G8?H@z`Emw(JQwTrHXV0$a~$-2WqP7-8sxK0Xwvln@iS zqbb?oYyr!eD9A{+jFH-Q`HIr7ydmLHu6+&4?gu6+Kj1iFx^1(sS42+jZdsis=H0o{ zCDT%FbJlks*1hx2@q7H!{iXj-dA^_ZO`|?~x@?x+yw{&EeXVXtIP!(X!i%XV_-PlP ztl=I=L%!o7OGKHR`|e(D@4w*(OP;%Q^GW(OD61d%B>v}<<&Oa7?R~*3%eUXNQc+sC zwcA^9`h&UL5wl9Q>ud9K*exY*`#H+)OFg_!aHsB*yr=b*hD>J?FMI(9=VZ_fhKUTL zdmOZ4sN8ZFGz#_c_dRgI$OOt5_nFuIcWPsPd~k9n)8m7aU(P-t;iUGJ#p0l2<}3zv zr^Nc=pRIpaPe=p}mi>D4@%|TPowYV$^_gBWjOu+2!tMt+CxG(5w8?|#oS)bJF-fc| z`M$YD(s`Ns0Z*ZXmRH~m!vxJROgh%z<^1h_Gk814R=u8ZgtOogi$x*R9EKfM_qV;w zooakkbk1e{r{${Gw?F%}stt-aprJnX-ULSC(SXGk#^YH!!j4s}n z=STmJ{Pp?8>6uIIC5&tt{U$Lezl*xK(77$2>0lIeiFkS4hGm`+x2D_0&Yf<-TOX zqyIljvNqZJHp477cS05092MqcE5S=cnlfR_EjARdzNc${An3Bc&8~+mrxnsHSo~y| zPRD;(U7KL^HXvHQ$#}=NhnN0E++Xj+Ww%}5=|^0JcKz=&6K-vK^vn6SpQ%+E1JiZ) z2;cf(j?~QEBIlFTz6)4*_jRfEYg>h!N#SdRuXOo!_bao`w%YJO!^xH`=VX}D`5KKK zqNe4?oQf0PP}b1S{r1OAn}~ewx_NrGyXs%hI(x0)WA5c8nJ2yoSa@^vWOIXdD?Jpj z5boIx+4ptl+szA_8#YudU$xbL1CLW1Xqvx(?ZvNm7g_#o?+5j!OcMX!uQ7Ql$CS?5 zxN$=YXb?A!4YEA`DYNzZn@j6VIJ>{rZK#ZU23gF&dT!O5ZAVmfJgcwoaN~}%Or2yOw@d9I4!wW+^hNUgp2QT@}4{H*cM%@_c?MIcp*ZH8+b1t2e@1~ zQox~OeSY!WhSsBMUl)NE?;FDWJS!*Wl)bOnzg8ZHD?xCeiK(jZV`AwWe!uiU!!qA?EIe9&G-4VGL%;*vuSR~ZtYZ2Zhp8WTr?9=b z@0(V|GDnr^nCM|`tC9mBlpdVvZU7G>T3X)G`OCas&+3l!Ze>=qO*Zt*2Cl>FYdFsm_bMJrM9<`uCC60McB`;*{?s5Z-*%QOX zh3bSsnO(B4-uU=_$%5Cneb@@#fryW{eb|2ePg4u7`V+14?&`uCGB7elK4MXUTjy8JJ+6AT)9oAK~Zc$u90 zdY?l{uYFfso_XkJ{=+}p3;t=>GcJ>^YUKK{{N=IzGZ^iCr^~&aztmg8*p^Xm5`%In zxaTSSz)1qyzQ4(Dlu%iE^r6;#a3_LcM*%|&!;5{jCX5DkzcUWSs@=1lwc&rh-K;8x z7!`(NwUfgNEM$%LaP9b@1zB*VSNSDnQs{xK@;8(J@3a5^B=bbUzvzbTR=4kE-A?-% z|9tN235{BJk8U-d8}+hc-Q~%8=a~0@e;aakscidgq1;%8#_P#*S5J%xirF{qmap@& z=lfkh-Cy)GUy~na^nFy?L_t z&&skQ?fseSwmmH5J6Rnw=R-!lHPhnUbdlShJJPB)IKKRuKk?7@jDOLf4gmL)gC>W6 z>QCmMkSyVA{OFa}!Mhv5r4huyN4KVF>FwitBUE!l>znt_+cQt@l&amP%P7^t^F}&w zQ?$>QW&37C?|-pqW|QgRlWF17Q@-uL+il@)eu*6*AUoNThs@DAMgKPWVFPr)0{<4{JjN+XQALo~V3lmTa z;^Q^YoYEfK8Kq}VtZlfe_Xj+7Bw6r~2ekX)-qy`)bN6nHzH1>iJ?_-~OY@}kw(VoP zSr)LgPx21OqATB5OHKTiy-M25ASH3_pj@JJK^H^vnVMhA%D)CATD(ElOgO_PIRyzr68_`OCs3 zjF`f04&o8x7*8Qp*K0ilWw|NG5rg_Fs&dYnJ{ExM2{#X98 z=Tp7@+?DwcYtNi8iu$7tUbJnLpp_qU&r$A3&w}j>U+gN(T>06w?veFIaarRjjG*-d zS=sl0HGDaEv+Ue_yAs*IZyzU~EcNNtw(NT*nR39}!!#)-Jc z(_c6ocki%Eo6{qCwBg{w!I*VO%bx?ta%ua3eg7c_Wy_+(8)n1ey9Elfn1 zou8k4A+DaeGPC8LgG&^fqqE_LDeR8SvmN);S}-oF{awKHAGE~C@6Xxx;5W%`*G?v7 zz5+!M)C6OY36ERc-mp$Qt--lW=Er)QUddC955>2%e)0aYFwX7dO}9Ts>Q=Jle%^Cq z+quo&lCpUX|9%NOTW?U9nPvVfH~Ob9=i4hSWivcp_CGzcz_a#(ilhk_i+B64dn~dq z7A#blQ3l>(diQ~kMdn7&w?|5vQUy#zSiCC*Oc=^Cj}>OxtLkn4^ttC{;J?gcEryeS z&p2t6Cc-hT&+*KKD9~&>cu9c4jTOS{^wjPIKV~_tkfOmp?UO=E!|rQ5hr}m)tzO#m z!|}(Zf3yDTbZ47R=e@==Dd7gU()IS4#b$2z&Dug)!(ZfAM?J4no@zD!rqS;^AzuZKm$*Ngmy2x%E;k4=zeRR=}5I!9H#O z0@43IHtpSV;0rX+!bW6GCDo;!9u`SOwtw0xnjk@xrkwvBmn zd9&Ld#nf8pM%*pa+`qbC<#qJI*r-<`E3>|o{Ez<_bU7zEt7y@_fJOU{h3Ba!UN3(u z6Ew@;*p|&qi1~38Xx1#{MVP=A$mHRdqy5Vy1G!=*`+w~WiefW7Y`Ec}#0`dJb5r>L zJF#sqOE`Ic?O&6hl~d|x{Yg0SMdXGDS5LkyxYx#&lc8!b6|@{See1=W>~XP0Rh`?m z@F=x8CmdGX@Q3mJWXTWvebX-d*PCe=Vfp85%ChzYZcYhzN#CYVkW~Rt;3pj^5oLLCYC#=*3X*rr(5!lK*gk(#4}%bZg{Zu zq`v{LYm)?*=Z1$RH@vY~U3}I4z@u0D`~Nv)S}>cyK9^24FZus}*2`~e=CFn|yS`SL>@!L4z?4`fso4&PtJuDT zuD`=s^>ddTZ-kHU4$+7wzq%(}So<5RE1xIt@?p^!ViA_{O_S9{iIuV&Yy)xIK&v5@BLhs zuuZh`lfdamf0wu~igvybvTe6s@U5g7jC*;!G*jlMJo2{u>3zC~<;HmyiTYD*T-lOQ z{4=)Qt9;$u?*Arcv)${Noeb?q<@QEyGT;T-kq~b$llH3pFi#%qKIybq`+1F(8NV4b z9+MK4)>@Np!I<_?_7L~^0w$aCd132ksd-L$+FrZ-ttHbp$k4RH-9^s6?~>+d-Ov4f zjp559k;s3isx)6XSy#W7bl4RoaLd&8@w7?De;3^6-dpmjYx0%INyX)Rv!o<9%$GEH z=Xcj(qer79GkDwngSGw~?N4&A&Wu#rf9&Wz$@7vMp7Y!&W_#1fcv<9Y=9fAD_x8+N zej|VNey@!OjT2K2B&HoWp=TB%ah|0qb3b^GVa1Ol=aRQQ-;(ZGAg6wx-D6EUQ~H5M z;|C1Yjn%(y7TBg+vdYGe;`OWgJ0u}`vGC$H1u7OUwk+a+QdB(;$AI&|UXs32}oSD>`X~D`j zhw1$M2XzY=|Gsr#{&l;N?dyKo3^y*Bvm3Ic4K74^SSaiHA&BnE=1TF zdpfRbcLggq@I4z#KycYXL=e7Xa8#BdM(-47+KN&;gGQm^ZB{2Kk~nx z$?>=+)`AtfC+-1*%nY@y{)?Y`zRg~^-y`dP6`RF}(4f9~l9mNCEDiP@xE+va>#Xf` zCUG{)=4X?^ygsPYd8jD0%ut~r8`+BFvM(?6eQ+MyGH)@&4+&+`}@%j?y z)~`Iz4>V4=Gk3dP#cSb13uio9dtbrR^3lt+>>gtC9?Do0@X1VgeXl~T{>98cE7K=P z|G#9c%+42Je7)#_L&Tf<4a~14_leIat^4qyb8dRE<4@mCZId4y@GN+sQt^-F z`}^4e_22h#e%bzhw!{D1-+dEV4kof4jF_1Uviv^RnM2ks;`1IVRJ^lEk6u?d?Zhu( z;ce_*Ytk(^K-&Nrb_cGPyLy*vWAFNj|D)I}ay_ctRJ}h1UopOB)W-aJljW`euhkVF z{^iQ6hlbDn?s#p^-lN&4dt@xm$Vg;<17*8&khn0K!+d`3^DUdsuv9i%p8M<2xfSH| z;s*@TrNNzcr;WW_f)-M;){bGKc)PJMXzpDb;b7jsKqm1t?3s_VBIZ|6+n{$HGP zXXlkU(;a_UamslX%0Tm8(!KU;ZTL>~HL_UUvBr>t?&1B>DZ8I}c4 zb~h^D=RE_ODmr*ry=>l@+e`8%v~1WRQ#nmX=dfkL6B!Gp<+(dU_AXFnku}e8Vy?Qr zYt6b@DN=#kE7kLDo5N53?eQ@B&#LQ~vpJz=f!1P|>`(f4Xc$|%E z_l-Uomd)3!`Q>eDoOZY@@xK3~yor5 z2MV7Zm~kq9#fE7QWh{#L&KzRrpD!@Yu*UF=Lu$gDJ#q?>5pBs2P8b%j@T~c<#N(C1 z>e*R(u@zFa6Sw;3TOD}vVz%zh&Z_0h^LDS^^>$Cy-o!hz*c=Mh1!`+t6-lYuwMQm$ z*|Ccz#vI44CrE3p$+X}Am&TV11Z>LV!dJibRLV@;`g++3$ATvc7DWOwj4YS`Jjwj3 zV_zw0$!?Xuc)!p33r5Q9ea7s4)0o}&$cxMc<&`^ z(x#^F*ehGNp57}^2o8#fzC3W|5`f3myKotcbJ9&`KYat2bRav9$2VQyzwBp&^!}bd zbu)gdn!ACr%{dtf`y*^!u53Qu%+CL>8O>qd{GoI1@1wGBHoHvowdk{R*tCJ?`GJYW z4>)9Qw8k~P%gy}7m1%g6fqh-5=34(x{X48&Ijionv7VLiioKGvP*t?l0@5A2BJ^#&5_b6DLRgmy}3@U#1DOw0l z*$vVAR`N%F&8|xyTF)Z%HpFfIb0#@TqEQ>AzCmDZAOC z>h+JdX1j^aNfVo+!|gYRRlO-2QJMdJHRr#|#oKMVi#=u7)cKl)+Yf$L|Dk+3CpLTf zEU#6mg)@Y{IL24LkY!Um-w^I4AO%RJ4KTMu>~e&AB^Ry-ecoE!iAXAfULT6so3Hw=3+`DPlb?U` z(b;Qzh30u*?s2d<>mcD@nYUuYvWL>m!j8MF^J_m`Q*SBt-DGgqrTXihEvCHehdP-b z9%=mWhjU$V$Np)I4L-#SroWy4%prgA{xgjijFtKQjQQOj?Etl3^SS+Mq7AsgrRFx# z8?)#6U0YZ7I`ol+MWM_b3qHTU&Zocd>t43s;`3kq^bfJ=xH@ z=WX}g@XwcZ{ePvOYcfthICJxZp6arv`tMaGryW_WVzc#&N!9gL&kQ5qhik4>yjD4r zEh^mg*d>*-L51BbIlo*yJ=sE6P^v4guJYwfh!tO}!Od5mb24n3!TCqkdxPhPKP6lB z{BqOznvL5J&OH3!C-a6SpVwzIyuY;NXX+Q5+&byMskeHTNfs8&D>QI=#VdNvM23Cy z2fl}`nHGHWto`#0Eqy0l;JP;()D|+G!=8Sw+4w_v?O&Na_bhJjy=R{7YizC&`srIh z_h}=689_Dri~A>~iZ4I9=xc!ZKAzg!>_WR=tiCYmtLQ3e{mag`dmJpzJ4n3$eIp<- z_i$suGwbHa9}gZ1A2QXQ=J)yX*G(GnQ!M$Qz`F#nK?h7C4lPjBlC49|48bZRnETLRc(%?z&RO?biNj2hUk;lbD#9> z>u7$xs7L+P(|q})HM`C(RBo%1tn`XozDezLWp09S;sx*PRkk6Q!WXK>zwbJs%zw_9 z|Jdr&<{=TM1yW#T=JLuPP22C*HmfYzvctr(SOIFuo!zUur9E>~Sf5&*TkgM@-<7-n z*NrKQTy&DZZ~ArXNRRJ&iPaY$mhIYpvAS}>ow**V6INcgu;{n2IPW65T_|tGhItRG zn~fQFL2KZ3UX#xIPuH5atEM3(QPQv3c=^Gf!co6Xe(gT;Gd1eNk)OF=rgs|8N?UTU za@oNh3^xN3eGi+nZw8%8_u)gP+`T8-_Z2vQt=+orp@~JY)ErCRb33ZP=Pg(%&u0=5 z`y+3`%Kv5;dJHVi8(2h3%(3K2d#KN$&nC6cdPb{1N4BU~_RN3BuZM2@}&D)C(n7sJPbZ5R$=GXs@y<2(m_@>jZluRs`muR5(+C1QfZne&zqlc~kRlJtuYhJ!V$3raK(sxqC=_KZ`XHYlJvp?uN z>6gi`(<)!rXEwaMB=bA>tGK0E#IhcP9cK(A1dp|GCC_xKcq`8T-lpcm2hN8n+g8*) zK3rWKe3e<{nqlkV2Zs_tZMG>3;-6poQWoTy@n#k0mr3VSuBWKJso{-1#yI=DL-&gJ zQg!Rj^d6jjebf7^{ukyhiJkU;W$N=!PXq55eR^Q@IpI$4riF)YwS9hYs1lm9TaG?^ z@bhKV!LL7+H3E^LrOj1)0rluX-u|Ao(^=t-L`avDgS!kdxS?bH{otd4>3KCKk2n6@KHqMQ$jLq_aW*kq(ta(?bd!o< zSP>-!*-yCn!@0wt)?#03VMBFY#eMPF>$$)i01qV=oXlAgdB%Tcp9%N%8E=m~_DD9b zdc^ksJ ztvu-mTQ@&A6j^X^?m@*J_qN=aGEby{gJIsX*042iHNDy5zh1l6n(Yw3_?PObRncsk zXXe}wTfe@%w7B5<9-G+p^W3Cj(xiI+6gan*@-9EvdKp|IwG@~yy|B+waL!FNP)99qV3lHsT14WkXA@1u1ayI30w;yFZRhej7zEOGu*Yks| zp!ECU4` z@Xd0lpMB*4^Ixl#E0u-T84Dc~taEPN%DZq|{GPApqQN5zD|Oc$nX96>`)Fj#sfh(o zJ$4kS#JnxLv-_Z0oyCnK{OrK!;hJnNm1Q~?_bjiF z-m7ogz13+#p?<%)(&AJ%g_v}O9@n*?nxjAg-W|yM{HZS?A+O*F} z^#75Xx!nCOJDg6kdben+AJX~5`p{MHOs4_&{2!a=RxbSBJL#Et^#(2XLsOMOzGO}F zp4_+m;^ZZd*XJ%^JwN;2vV*DjTDD1UESS5|K<|xNK!i?=rC8d-x#i#ih0_-MBAk39 zB3@sMyj=j2StrANy?|&YT8>gt$Up^YZZ0{iaaLvqs)vD{o?o~wIb$!IL zEK^xD&sg->ulLegJ(&?dxDT1FPXret(>GNxo7%^6cmJLuz5Gyb@WW#(3z~EHRB`71 z(d5-FKBOd`=P@z6$nnX-=~u+J+B(ipSvqx6*W7nv+wz5G-Beqn8d$qt&s2AD*-x#7 zy$L(cCP-X-)y9=A#n%QNk}{FuIY0OH)&ti}g}+XHc(2c-xB20*g9VQhcKqabm&z!x zzVv{9hjgaH|JM`Ko*c@3cIby!igT+eufFs}j+=KY!R?}}IX(Z6Enm%B|C)b-j?LkX z1&kmo1H@ zXYVYq^qj529VDgl_MebUkjH*f(^U17y-P_cWeZTu(>ZUadyQf#5 zcv-bXa$&*jg$D1E?mHxk-|Y>!uYa%VIXJAZZ?X7eVn0_WK38?kv6%&reRdS8-D%*w zJm+!d7nSEfvZdApo!PW(`^ES)-;7y;+}kC&AOA`Qg~oa%@UYdghY=O;_8fI}yx}R7 z+7ty!6vx1!QR|XBf7!uWKW6&}X3Kx7mbqQ-3E6QrMB?)iP+N8mm$_dnq={+Nd|UMU zpAy5hZc==$((Q+OogcEXgiTtd6zu!+q{;;*|Hb9&(l&;zw3;b;U);5KfosW1wc6en zyI*t0uiNw1|HantGqwmgeAJ8+Z^=~_$ukx?mi$awL+rC~`yqIhyyuqU#bcp$a|6d zrAo2qhib;Mx5tfZUd$Ba+%CzPtl7saBKFR7U+|8Pa}Vi&n?F%vIr()J`>Xz5u@KCg z!(r~%GW+HX@8T)TGbe7{P<(3Bn^&>VCLH~eGNIr?m6_qzd0&;pUQ6AGu9=#)FxyS# zPMS(j@jp<1E6%bBS_FUoP&$>%-yvE|w|ion^21{j3m$vysO@UG-R>b#e;_yLbH2xp zevcjJJ$6K@+_4mb^nr7H4rnl3T8_gYd=i-`6Z_Gf7r_IPnip@zfPD{zVXTY$5PYt1%Gk0{N`!- z_~aF+Kg`zx&ZfpP9Ovh5-?PHZ$n%RqLv8m3OTl+@ILiH6p8J1LKlUSdO`QI}4A%RO z_PzhqoGWLtslJ+^ayjm*s`x+4``_6A{CXM;cDX^`tUI7iO($sh;u<^u{2M!`9p1Wa zW=BCmM9@=kt^%8@u>az8Xz`Qf>V1?)#wGxzA^M_-t`M=qbEeiqxxzcC3?+25}2 z^QyWjU$FbRaQ%VMMZN1JCl<_~XmC$$3#iGU{LpW~J4oXzFD>_DuYdTbM|y|Obrw7a z1@|4}Duq)$4^nn;CYJWGeu)y<*1AA^d&k*T@glp9i^c7e@_aT+Z|CG2$Mohea4d7& z#^4j0KO)-vsKn3qL&932oe8bro#*`7-I~cOG!L3JwV7I^Lb9i>yyKMZA}e z4Ulr4P>#Wpc-?02v{%_`W zL2qxGUgY(N_<#C|RC9}Cyq2PZuzD1xOH{xv|~vXI#<7Ms*?48{6Bnm`7^({+b>R!sL#vs zaO@6QvU+Z{k$K;|nKLq7R_$7NsH!dCHmGo3%P(iQvG`=s*;&=oPIR%xKel(+^noY! zP;tdW$^Q$}|Fq9@JW~B!@_+t3&c*4^K5_4OSPL5ObUjpji9BRR2qMwLJfD$he^;Rrk)KOHrQrXMg?A{Nl&Gzmqwp$Zxf%u8*<#1+Mv3aY5gO zr)S((p27YqcAkpb-dCzW%cgR;i@RSwa?^y3qxsORHZkF4pqaSK0SY{GpQi=SiWFL$ zxP*U7#N_}5n|ASKjk-Hs@0Ybm?3y<9TiVx_s*`sXzuVUtxBkkASH=CMg)(oWB5=Qlmj+wq|4ro6&y#*d5h_Pv~STTg98 zz0;vb`!AYSmi0OwTCic=LXR13ps_6Hi3TO}x|ddOcJW`WcTDP3%YX5GCA_JJK5*7O zp7m#8wol~)>+64tq>Xkh>sdGR`^85c+d#S1=%M8vk8BO$We?}AOf={(`rcO?LQa_~bs=-STYu0ZE_7?s9ML z=184xwoTmh{~%vaW&~^+QuBsX)@GF}J?iap3LDpboWovyuKBNe&G*c&Q?BmqnV0U9 zfBS#vv6gv~l^f<)ZrE;fqgW1H7cujK>!KZDyJxe_TeoY=2A<;wA?LZa%kHssmt`qh zYdLLdYJqp*ubun7h5FxYcIV&Y!>k)TcXyA$x@!+M>OH;vVzUmnSFp$8uix3uv_fn! znD+UW!$yg83x0Sz{CST5sk4(7yj*U|`~2X%&k5%%Km6hR_u{PA-rw_UpWfB4FnBRL z`)c+@+n>8n@ucc9|G4pdiuc5tou})wDvrI*m411xF&xa zG*nc%LEWVs(i)qdWbSt0vT5-8H{dx6&^f)oe=JOYls@m^>_>UF!v8NCEAxIc<~=6A z8B|nUPVldQRv+t9KXN73Sciwgx*gwb%Z~4g>o@q8K zt>s`{+rbK_B<7<@WseMIw3grddGPS^${*Vr4o+4%F+a=Dx=`YcCD@3Rtx1iG+JBi& zKCx|)pczNidav$TB|j3r=r3L$RlnRSa@q7Y{Xh4=6$V|q{P0q}X4TV&OH_;ESou3?tu@IO?B76hJD@3zuMrDM&wME{I(z%O@4VuK^OhT)%iLgI_SN)d>%M(U z=QH9*3=(e(|+8^IlfpWqa?WSf=)bl8F@ELO)`@O_0B;xV~FTpL4e(kLG{BNf&M+(i^`SuCpq}FT;PQE!T=jT80 zpY(q7ni(~(CdDKk`e;%VzIgTB>6d2xzZsBY%lvoyv@g0-E!JM!bt2;fd&llY@ACas ze@Gox<>XW5Jn4bK$(~f0~@zz z3aETNYvg3EzJG5;XT~9qro%o>&8i0*K`RpAt>DViZ$eHJO7>UO3RrOQK~GY?wR*|t z_2~k#m$&@fn&EKy+4jtWnP!W#-K1pFqC_sN)?^CGP7-7oIv$ zSn$BYqCiHb;CkM4`<3@RUe7YVZe!njPkn9qlcF5Eon6-aac=LudiJTGt(z2lKjQL% zuVs;GTi(@tw$B&RD}UWOk*$3u+vE2o%tsHI)I=jJSyxu!H)%pID6%sx`1oYl+y5=h z{MEkf<@{O8{!h+))Y1I7r`hoCy?{iY!;p#4S>TD#XSLb0Eb_Vax|{tbK7Mebu;7V> z1yk+Rmc{?>^ex^h{BiGv%P;0~JoS%%M1j z(=UE@`MtMd!D<(2U*ks)EQCX2Vsb#)8FbV+WSy0b?mMfws)~AE@n=D~g|APB{rvm~ z;+usZ-1>c!v;5b+bAAC zv}w8`c!3ef^X@m=rEAJ&T~nLsD7HMz;hodf(@8;B7j3-y@We+W-lltZ)>dCF=9ApM zW6#<>OT>yhj8d!O*|}Q!Br^-WSp|>+m2JGm0_V+=H zTr%PLXJ@?LoMqWhHXZ&f%0EFT=5S`g6B7%i>b=Eh)xZ2m{j$G+*X+kyP|iu0>QTu6 zHD{L}ocNv>GEBaGgGHdFeQehZb$f?R2E1TDb8MKVzSaMBgZfte%MXlJ{(UXAXT>`u zUH8j9CKl&RB<|#C}qK(TwA> zW!wBOJA9cmJ!J0#rM9;3ynA}~y_zcOoX4f}3n0&sRDV1monUyaTnq#MOkn>>Pq|h+!lP_!U-o3XyN&3#jgbabn z*EqjzeR=f3$6YT%r92B}c@}I^u@IE{E&t}gthR8TG|0-k%22J`NiC_Bdm%^L7K+%^ zGtK1P<1=Ax>%C2XYIDVUs{VePKCSr0FSCn!a{~0)G}ejVbrkg3_-*?|Yuod3&i#>M zQBQx}`!>T(VosVw&ut%2Jy{?DA3Bu#l(k}Jw#$s_JUNBP8Euar94Ra~b;hK7p;~>$ ztTR5zlDsc2noK|a*5uOzlg|l%=H`KtS9PV#e|kgzGAcPZ6rmyR%5Db=|r2u58Cvr3n?nz54ky%Tg8KpS3ddnHoa?rSM4$KBJ1{H z*`G_YKlYo<3toMYzRwtvU++9l@;~yYMpQ%Z8fx zu+Nt@Jg>fyt4q+oW--o9QtE^tDa9ZknolWP78HpNjjAGb6n8E*X0v~OktcyTOfzNQAtN9FD z&~Oykh@RaA)t9T+&5er`+Hm8+GSJmFH7xwWRcX6e(FT#=`)#|pKfU_j)G+7YsNY?NzXGwjS45Zycb_D$o+gvYw@i^ zmbs34ucE!;j?KK|yY%z&iRqCS-F`N!g)f#nVm6I&@0zUcyqnkN-d;I9>$ytCgWXT& zAN71UKgR#Y?^w&Es$E%nUZ7Ds z4!;C$^$n~IuVS0Hf8Ayg|60ze_o9CGgK2^Xrb!+U<4)ja-vF9%Y)!RjNL}mC@mkYw zw_^Duk68`Lf0 zg=sS{JhCbVb;9+}A2@;L0 z!R1%37gR3JekL9)oW7^k_}(GOd`7nDTjx0stJL3)`tbJe!-&|4=G`{mouo5-WwOH={)m{uaRT#O1X+LE{q`rkuR_~>&s61mTpi)lHpgxf-uv8Y#%=X^Zu66->-cv1YE><}TEX_^-ggD% zp6{yG??0Gax^36L?6ls$A3p0n_J29kQSrK`;^W&ppjno<>5ZUueKv;$-{09O=em8~ z%pYsHyD!b0s(kO1VE)sN?T^A@<|a1%nKxHO=-G{@mrXn#Nv%I_*QD3F!R_hk7q!>V z{;pz(&&F=Q!s`FMVKVED6*!9uYg@X`|A4i z%+Hrke(#k?w|KmE&d0EG70>w#<})?_Gh=1@o6FVn_rDSAI%Sr1#w^FgE2Op7q*}0m z7a5-};D}-T_~_`g`wEqlADMZdo_yPkD**40Tj z%P-H$IVm>zikWi<0%mW9u%cJgoUlh|=iLSpS6kPF`*P6gdv z1xk76>k7Y=PGZqLkmP&Vu;8i0jv}5I#@$wDO|vFHzmOz%br#!ewJ#Ah-oE}Dk2d5l zjQhsUGBPzmVAV z*$r{o!A};2TB=5RdHCH6i{IN_#kpJGkpF$}1w&=lb;hjgrh$S2RDyJuv;`-K*(u(+ zo3z%}e(u`Vj|?Xd8O#AmYX^kSG+dRkLiNO_lMfGmS$=VM#FkI}J@bvYjazRw1&>58W#krdBalUsc~Nm+rn+bx7QF0!ebI4#%9HnY zOG9?+%>Ov$&FL45-}#izV%aJbW`3b5ZrS3n#b@eOPi(k;Czb1to4}nkfu7|*%tItD zoA5#Iy8x|OYMvRj-%-db=1PCQ42wBmlQjE5-UF-8cm4qXimMhdyVDnXXmGb29stx8t}abS125LEKlFr z)PUC3ZJRaw+49Zdv9=E2rRTlH57=gGJ9#jdObE5I~nZ}Ki9 zYDtau(f&{@i}{6KH;gR~Xv-Zg1#;^=xLp|kUk32)KF_H!#=Bt^5cyq47Y zAH8^oYfo76s*28Aw_l{L;WpCysiM7h()yo1(wYUcH4XAC?t(`BGz*kv%AcRdNR=J-r-LsMO!_&Ce2`pEK;}m{AbfI znJv$bo&V}{G-lQ>vnpNp_&GdDrd~!C0!3TSbTr=XX)ILTweV0>Tk?ZrhLAbVh<&@d zQ_`w-1r^BDHl#e1=xdZde&B2l+d5tEX;GUuPkk`oOW#Va-$P-SulT$ODfjRYGDU(gm1GC_SGqb>*N61d3We-Iv z-tCzsweh|}=QrLr%&ON+WSGtS8l~S{yUOeL^}qR>Q!yJ1dJi5`oi@Sw;-Pol)h>?j zXD!(>>r~4O@3Y;)g+G|T%$usiT+q4pdG`4pi5+JpB;IS>0rmL}4Y=P!QuLGX?qz`s zXEU!!wqVJVVKV1ylzzvi_sRdP<(5-fN6q{EZ!gI5wL0nTR1ozm@1f)#cE3v!zRl6^ z&OKE9p1=6~-R!-O7A;-+yW%Qe#j<{p9p^=ML~`BX?EK4LmSA%@3SvoOWWtTJ#-A^@ zcJ;gljfS67EO;&e8lOv=uyaB6)`lgIyIaj()c*8*ld7Rn)pl;(EC=~rVqqmazo|u@ zTEt-S%DF^u`#nmN_|4Jyo2PMi>w&q>u&(Fn0uGz3$owAlzc{c4Nzp4kn_1?}g1* zQSaaRYN7tmr!moKDF^RRNar_&v$Tzpi=QzP(>`;+7({Rp{@)Y3*o|AF|TiHFt zrak1?QOt5DQGdf9Th*zaj?;YZJ>Gi3f3?2piAP@lmrYu<=y;r)ylG%w)z+;#=fl3w zEOEKyn;$Vrev;lnA9==t`HTi}$9FX*86NqNB>*mDK~vO`fjWPT43j)RzLD!V$5`;3 zVMj5;oyP5Dl7@36cDtQq5UXD6Aip~AoUh{UeRbxXzZPs?@c6zi zx_9a2)AzT0Q~xc$`1)hZh0@?X_daxfd7t|G`rpc}DR<2$TIHG6OYeT+}&iG$xy5z(B`49Ck9pV+~j%hm_FLtl;IcVidrP22}waqFa+b!~MTmE?~^RJAr z-ulf&-$$>$6o1^(U0HZl=SAsmmk(8$OWw)H?=dv^oBfhQ)-X!<8Q+cV7njfIE|2xs zSaDqM{PHh?|Gr87d$ctbRMY&}nltxsJZQy!OTp=GtvMe)hHY0Z^{cmDzJKoJ`+PZJ zY15b8emg1r{SEQS3(7s?wO{nwzD#$&pA^@0OYqdw67B8#PDRC@ZsWi5r6aU#)0gYr zch+6Iagz5#`2W*SB$?|S8|TeDoEEhR*36o|we@6bn&*m>d9!A!9y9sR9X}(DPx|r! z^$XdVC2KB=`zpHaW<2yF_0fe%8L>z7Zd?jmF? zTSrd+F}Jj@N@H4aY3Wy*>xqyF!2Q^b$2!&sx>(*>`U`&3#t6 zYTm;smU~asubN){d6M_y)U>Xy^c=I0h|>Wq;B^zz7IH{fO`n@1p6S({MY?*jBIn~LXQP+Yus|7EAle=3# zieuYL31!a4Ukvj5}Dq^PI+r~Ln? zUy~_$s{SGKpNp~jk=rw}UTU^~|7q8IPc?GVlSwh9MrBh{;-nIq70zAyJY!=PtL|%w z8w_tI?~C^E6-zVR{;%3z2btsb7-!e$x*&&lQ6Eh4?4H zBIQ`v>!+WE9^Bkr$@${_+dVBu8|p3fw_Y?db~&o+0qUq|FwQ&N?bs%iAZ4dG=e5@4 znd@6#e>?L;C(@#g>4D{*0v?gr6;*<69G}d&%2s|fshXL#rEHPd#B$XHsc)OAj_$DB zr6#w6k@55G7kl&AHLGIuQhqvKpZ0Qb>aQG0<_5<^U1vtn>X0@jkOgbD{#l#4Y`He0 z`8#lXko5p)P00$zg+E(;m=|7Iqpre_olM{;d4}>*wA~i>vu745lSM)aQsky#YLk@p@66NuAC94L#3) zTrd9f+VbDmhT^~eo{Y~+-}`KApBeD}OF+}=s`(T4r5w1uBz~DA$1dN9)$cr#vMYYv zeo=a4a;N`1wbHe%buVX5{Qqm_|EkmVwuu}5ALLt;{^DKyt)HO%j&k9D$|tq#sY-uf z`Tr~A0OSwX9@JckQ9Jdeas90MZhEU{&R6<6N&9u_w`r#7b-wI zbU&_t{^L4x-rm#oj`h?3H~lgDfAn4b%>Tb8{`)oa-=lfpggxiqCeS{sRExiJt=G%l z|5DrRvcJ}h@te&5s=j*L%74Ea|8@Pf8PpmKYghm)4Eej2zHU~@h;+=B z^sBdBzJK23c>Wz*ud8$m+n(FDgW*Ny*QiGCpk9q+x8exRPpMz+PG2(IF78?eqQf zKF9O#G5!C>&m)rC!#!r9-CDcMxi9B*KjHcH?Lrk>nMC^YlHDsN&v9G1@Gc`GualPD z_4&LDu0AabU26AJkfHj9OE%*M^_K7UHlP`p7V%{d87kiGVcR{sc-o6vp=So*1yRBY z=Q%g9FPi=J7~@l;x9P!iOnI;MOgQ7R{`8f@e=Mf&?TISn&w&pUN9Ao1^^m-?WE?mt>D-``n$@}Aht zGa;%wRBJYZM#l6Zso~A@y*q+rOU1)i&3>o1F2w!r*{QFR?jICl{IGoK?#9cpV*i>p z%q@ukuNg1>x~QsdSB!Y3*Mk!Cf?d)UcX{7!7G(KauFUZw-(BFs|1=g(O!oI!u`Q4aT-+3n~+}GcoZ(abB<(0W}ZvF%R zpf%T?Xg&#yap?MEQnfxh@Jq@Xx$lOoEOBA;=d9U1_uXEuZ;x8HUu?g!DdTD4m$%OQ zd}0oJeL6#7ym&wgtJHf)cF78tF`GO*8i=Di4?yxzm{=Bzd z>~Q11clYeC+`s!f{n!7yd+RlOUYMPEA-4T|K4@X>i)qjW&u{L`Ha>Mb4;QM{TAW)_FP-jIBAr&!?R|z54=(4RbW;=Q(+_mtk=a@gpRX0bOFz9;2Y(!{eqU(DS9WPv;T%eOaPjuxx? z^r5@`{`ABj)yD;15;&Dkc}PM6HMygd0s4JsrhjH|NHwNuF6{% z8A#i+Y+kXSdGkkS18IBq&4nzR3)wbbY`S^kV2;Y0FR+Pdj^`~6pKjOK+>!nEfd9w+ z{SUpj7wAaWccwmmzd@(0yfyW4dW2bDgxR?WG41C36&uYFzewrnbF+q6UIMnIzM;e|OW5v7pX zmi5nP2VTrQ>h$Z!|G(1vOnB5ceRNimwpRgB-GBd2I&o~`iDNTQJOUjgV#=ewY0X#g z{wF7k-K-Pl*6-0=^B?Nm;{|fk_D?o`be8M>bzAY-{fZo!%A7fsI(@gmOVRp!=NyO3 z9xV3!wa@Y5>e$blz+tpB(W19^!+F!RlfJ<(_5L>W9F<7cx|_B&tmo5o-W|zbQ@<#_ zxO#ZsOJ8@xWV0{Zs-6esS1oSc$MErbpJZXqoWh(f7G^~<;DI-bw#N}-c8Y66Th=DK zxgM|T;r|ErRS8e~M!^^9xj&a5>Hib`hV}k58((Hg=BVG6HCn+v+s#)lyk{={^!kFU zQoCX=?CXs?&)c#}{c4@Vy8R_*Jdz*#B!8THqK)gdM3mcf=;=Nj>7Nh1lCH0b;Wc^! z32{ljWaUE<)27?>&U>z^fBS!E+^6e?74L6N36I_PsZ+V9*SP2C)&C$<_>z?mu7u1c zSj;juzQ5qbj>GQ{%KzVAe|UP^Llv_}^R8MS-onp&+0Ml0xB1~76|-|HV)4i^+ zg{JL-tOj(B_w@>1c=zZ%(QjZ+n(!Rou(3X4#=nJ$zuMbg{!f`d^Tb%Ok@XP06{uO;V;eUA>1_U<@a>)g7PJAH5G=D2IWz(*Es+QE@MZAsLJug95Hxc3*_nQifI zuKmHU+{zbX_Zl2}w=Pbi@!h-DK&i~US($qG>^3Ys6xAet%(vw@beu6veEFT{%Y$cR z$sXK(U9GQJ`1sD3&U0ql9oe~J|KXi4?-%4r73R$<)O)w~RzRZeVQu9Npi@frd=@?w z$R>C?O0BbI`kT8M7rMXlsPF0&zRU7E^?jUFMy~ z<^ej>oMc{X`f$$L9yE@+*>TBzg^72{3m+MLqD>z)zndytq#8v8$2XyDyc?()4?iDe871GBqzu3w$@A9Phz_6(9Q*RZfw`}_%liK&vUbN`#NtcWXr6ngP&CI^~ zt|oV;;HPJjpB_EfxA0I@Tfq&`5-)HPDE@mY;4;ko$vL02z$n~ z{>yrGBw{@obG)wa>!eM}wrlc6F5Q`8R(-g8Ilw?0dHvpX%>8Vhpk2E2spP>}!PYbh?{0`LGJ-#m6O}nQUVj=JdWs<2P5| z`aWB>tbBh);oH{q4J~W0S8b1NTYlr#qqc+#udgaQ{tM5XkR1J{`{47;P_=y`*;84I zckc_+?+1rX{VBGtqfd@#f)>(&JDT1Rdn_CJ!+$rOE8v)82|f}!VcquP$t#-+jLrW} zdiihbnf!$&RcS2;D%%d+bb4?`u|RDOVu6~?EF;1D3Y@C?r?fz4A}>EMGx!0INW^;X zqDPIBx|f7=FJc#oa67-GwRus>)@M$)r(d+zeI7Jx+OK@0MQdY{x63Slbu=+n?R3%3 z0xe}WJ!7_G{Tmk^nz0OVFwgSJA6JvAC$XGVeDiwQAqIhH?KzllI-&9O=dtljhSEkOOLit-pByyh?kmKL@*~ z$eY#8o=TCQk}jt`l-NAf`l zV*9&A_a><=p8WpVrrF!y#@|m%^~~z3u#8Q9V3hR0C^=!zyAwBO4% z&sx8-a7MzU6YGluEw(}&C&Mg$;DE{US}EJ}nelG=k!#8~9Vyy$Yg6*8+jjmJ#eF9w z@0=7{FkQ0%VrJMu&8EbwwzGPb7HaF%V|?%CfuLfb8vc}q-McP zO@m(*pu-)OA80MO139!X=5>X1Np7z*jPGt*u ztKNG}c&KEyHR8zLzxs=>7puDldKX`P6H#;fU2xah^4JM~b)M+S8Y?|8Qcl>@T*7=* zY3f63q>=d5qL*75s*e?I1q}`z1|Pl4P_%dMbcUDr&UrV?$bYVShx5&()WVHEFc;C4U2Iw7y4t7P-DStswT|7`MW z!rrhS0>Um&^Sb|tXFosHwDbR-3wb9W9{Fxowf^>xn4qr5&f3$Zznto5IDN+B%(pqo5t;5@gmlONe?W+o%h;zqsITzomx&CryXn(`1E~xq1$z1-N)gN zQoq_Wx1|_ea=Pa8Z7t)g$@}(r80|HQ{1tQFN0~v-nBkZ#s4JRm!H@WJ-GOb)4-PRFJY?9xke_<;*yR)YlY95~ZT!A4_PJO7?f;?cSf;I1{6(y2Jn5 zl`H#xY(MuyT-!2t!G@ptPiHqozJ|oLPV(y7(VZ)lzrYV{eJXj&Xw&l+3ObZnocXKe6X$W%l30$ zwpW1$U$mF+hs|nyjwuX3Y3`Atx^cy&D9e9qW&Vft)oVY9RG-=WdTZM)r`OX?H`r}` zv}a9I(`i@j>yhVg7zyn%)i_b*Q`dBNZhO_oWbK=$eKc2Zs+oD_is1iilK&q)*bdsU z^PUMFkp0VM-8c96QY2BmVSmw|XoxL0u3D!{oBe0CO_A5 z)AicV_fJ*0r7s8FjPhxAR76_UkA!!7DihSN8O`}0cCKFgLuBNsDt*l^xzBI3Pb-{X zyD{|a%*B23*9;ZVqBZNVas~Emb_ULj;~~X;c~p^&-Qa1TciF({}cnS z96w|@=l`Y;oDZeM*k?UkK6(8l-93>I-+{vL+On&2XX`Yi6yEya|7**yDYerJo#))^ zsxs>|5Nx+;ivCcX5HmF|0KUVKV#l9Mqj_Uuy>{G z;jiLq#I&B-fzFOvd%;-w-`WkX*B;#m8Cd@jH0GCX@o%p6bT?PJ7ifezss( zC&LiV*PtzMU9Ee;y;)26E83jy3^$NLSNDIH_RtL zD-7bVDhSg4IOX-H%3PKMxoiinGCerP2s*a#Mw&6Cfw(Km=&XNum~rr9h8=|rcPtq4 z7&7+$QC!T!Vsz(As3^yU*T1}kZmzISOqrV+pVn-5is`iJ%UGdhN}jzNd0tKC@!mT1 zL-F059X7KsxiQ>HW9W&#Z5D7NXW7TU`+Gk;gl=&@y-KH~S@%#y@@H@hkm-&EW1d4y zrrU3ms^#ntW}SZfd|TI!6|HQ%N#~XF)}DA28RlZfdW?OS*U5_}%1n92Ovhfm0quUW zV9KjuHUKXGim3OzX8f5gA^7!M@a{Ioyg3ZpKP*h&ungj4*s_NrI|{k()Op7KpY=>R>yHs{Uh#wYpyV%SJQ{ENG)^qY z0gdY2Zh-AzY2UW#%$~p<5A^?nn<3!o{yVHS=H`q`_s*UD;L*0*J2`*-e|qPNJJ+3b zuAcO_W@x>ctNMMn&iPN*juZOB(7Dy;xyX)UE}Qy>-y#xUwrd)^$PZ4q@ZXB{oif`y zW43o<%;ii)|Ctl5&uoA$)H_$WF=v*1+%neP#mkDh?pU(Eo5OTo{y|+D)8D^mSa{#1 zsZIG`l=e!Q<()ChvBN7s^En*L|2~3Mc-IB5Ri$aA&e^-&`|UZ+0y>FhI{FZ;&7dA8Rt=ugBC-sYF*2$kSkNs6ubY#DnRc#E-4V|~_b@YY8#)f5* zng#PU4fxW*Sp(z{Nb>29j`?Y3AM3k%XD4_8!E=!vhmYM}{pI2Mbb(i!zC2I;z5M0* z+b{Gl%Wpa3(fHd3w5p`>klt47gL^>RAJ6g2*_}N+{ixtuPbFsaTd%;`3uOBF`49S2 z_|{%m<9@4lxKZ=QUlZP>DGLujmkI9UJMFr!$7V@L@Fi*O)Rl7!-&Nm!cXW^G=_N}- z^P~6FtiB70jp^awh&Q_G!U(ksZQ9pq&p@;H7C5KUxZ6V|N?d&rLb`Ej1VtmX@sZ><`Re zb0ct)n|`KmR>hKMnP1*5U$NZEAxP?M?%H$)=KmrwQ$&`QWVS^7+53YrQrpeM_JVBe z%IlsVPBi{L(`eXx2egpqG$ZuLwa&T6`;PYPcNA)}oC@lhz_%k2AW z_Up8aw61Z`1H0gaHL|-JlM+E^1#g8`!A2_jI?PA=KB}B%1|6gcN}KcS59D8xJg}?$ zB~P4X`Sf!R-}if`Z<5y7@NfD_qc)~yCSB*l@d9Sk7Cvll_vgswwb;UA6KmRDB(GpN z?PvUtLq^3nBG~K>%nynEW`A^U^eNfM8<$_i_9(vG+w7}-WrkFc{$+>t%YSGx2iE1u zo9Jr<%5T0LbWKxKxApzHSMKT0-Ou~XFnOG^A5{2+H7@{7K%5WY;+Y$suibG*$kTe` zf*Z^#+?NA*Ks)^%dEV5nwQqKqVt9N{uG8MhQEA`m+J9LuOaG;B)O4~xGCJkckOUxo#*%LovV|x;fMc+rq5d_Az{bh zpE=)+Pjjv58U2Ot;t&53^IDwz>BS5i>tg{AA``=WP5!k0jXoa0<#SlQOs;9^fz2vU znob`ATQ35#K3T7F^40<`NBxd96+b>?eu-PQ{$P)g}A#P11|* zx#<Ud^fJ)%|FwS68Vmrh!tz4^A+Z(o1oQGFFW zW#%R``CY4Zk7i%Ka?#{-U6hP2=s1rHXAcxt7#at1_#9Sm`CXJY%bU%5w|K=g9UEs! z&eW1cBv_1Ciyp!wtmo={9Vq*rKK#}yoa*qKoIEHtWMOU)T%WG{+KY7Sl zg!%l#*7SnSd6&5^?RybcoBsa0(_Z1`qwCcF?y0>0W7Dfo#oxDS%$|OqZQA#W*=$B` zCq6vdb$Ztv?dg3Vm07=iPK%8Bm%qZG?<30<#LQv)4v$84PmgEJb`D9pk1g50$uL(h zSXX>5^V_)vb$&B**?5Xh%s4A&d-?Ai!}xPPbu9<#+79e^TgcoRYg&m^38xkweyh{D z$nf|>ha}y@iW{B_+<1KNc4nH<`&j|?*2ax;>1wYf8!ml5QnK^XH}JXq$6n@xI*{oH z<^_OvV7wMS^lPE+h1n{fL|vYNW+9E|Fjk*yuzj=lspi|uCJ!{#>4^gqn|V@pbbrm2_sG7gzBZiytHVWOWtMNoEZ@YK zs&`3BSZ$cMaCT!RXsOb(hnKS!%rs*@eI;Syyyqe}in-ocvVJ=d8_aFnDY|7@joIm0 z%X0&gbWC?o3D(&9pnLB0%n4QDho6Y;?a3(n>xp(}Vfp4_A7vtDSqPN8!eK1&R9) za#w6vxA1o3^AAZ&6d}tsCtR#HywW4I_gC7)O9cXNEIGc(uvFjRtFgCzSoUD|OU_e% zcl`VvX4PBU_G;WXuOZQ21m4u8apUse1E4cfI3HdLpEq-!-Za()ALp=C`!(6BACz;@ z_068|cK-6M=@;WaP1`^1;H3lNnU+y$EC=h@4n}+_a&Fzq!w%ZM51Foujk(FgXiYxX*-Wu?hQF7R&|t3 zGyCtK`PL=Q#naRCH_JP2nD1zi)+w#ECffoOV2~Eb>sLp={V6dzrq3n?_QSm9g#Lu@ zX7dmJJy8CWM@)F%>GTa2AKrhOX|U*l!QzB`(6)5Q8QvSd@^H_;Q5kh*@;uc|M~<4$ zk-(82q<;xEw8oy7D zfy9Cb1{MVpG7Q(+uFQR>s-HCHO5u}=S!|nB-rLvz*D5=~5gX^G?;J7Be*e3hUzR4! z{I~t0_ogY;SA!nyYu&hu6Ler};$=4m1-{8~=ub&)DEwMbl$O z(47jrd~?{?7aX*CS}}`ly5{lt%Ln)$cwWA3vcqTA1yf}{K4ZRPLb~Aa1Z_`;gr~Rv zv^Qt{xBIj(A3xam_`!j~f{yupCLa$^RI9VNbfjK7(@jPuZIP4?A770>sCQTKP_nNX zbSVAH?z>f=FPrwqgPPj&9-3GbNXblKyRLF`<)4qL{#RFTTa#Wed;OAw_NLkY`ZsSr zT@-tK?T3z{X+Qk;y_&M5$o9rOmuL2^4O2_^cJOAMwwvphS8nEUS#<`BePhD$-4#Yp z65m`_T3D7TbmPlz{Q}*(Ta2D-ROVlZ;a=!se`TTja>>jM*G(k&r>{*&TxZk3x8`zz z6!_-lx^I)zqw{R5=I2Vfrc63=W9Mhv+1`EMmTsByJ6F*A{`|Q~Quc=u)+ZX=i{G)R^{XUbvu*o9 zpL;uN8s^+qQFrRsGjEACH<-DDr~Tl(!wLKbGn}UH-nhS`L2emif5W_Q%znxWC9?$C zt9zS2o;ob5qc&T;uX*O4kLSwu}7j8{J$wRcdvZ;-{jjq@x&=&kB&UbdcOScVUCt& zwnG-HM0I;Ev&@q|1G{9BKT(KXd$Jt+?WdXr3NjV~d@>yD4BH~hoHx1l2L9`xf5s%? zeQfsMq;GYxpNu|BzOkP&OJzZ(&gexo_KWc+<2dvhdP>@j~)DB zs2vrt{vqhx32+)cky;c#XWIwwgV#5j8_cxe1!p}5iyi-#z5V8t=KU(XBWn3UAwFGG z{ey00b%tL%%HFh+nG&fmEnhXp6{`+$dKvTQsT<}+E|929h7W~e=_VmV|424izkl0 zHEow49LOwqU}E8rXRyX^a;KYl!_`cqiwt(xR!{c*a)j~VtCDvn%KUr*zSloJI8bRY zdB4Lv3*P4kee4|8ae6dYQdZKsc~*~aqlAicL`a53q`+X<`nk%Yy$er8`*4Fs%C%)so$3c zIQFK20x#jnQtb$zJ#Av#%OJN`%{W+HZMoEJqUMczv)6$0XTbv-3x>K}!<5P;f&VUT zj919m%l5f>vCUt#YYW3oX9q}WxLlkr9eE<@jr#n8_J3Qxo!vPlns4Qab1UaM&jP2j zLZ|41NsmCMqhFH-pM`(IX#crK4=$>twby?`#8Jk4E8pK2GHEe@r*6cqfBygPLyRdF$|cbIWh?mb`s)*xdb^l`mb73sNx?Ji_}arScHl za*?O@%MY^6VYc;cmP&2XTR7!kn#~;f6TQm(eY4mfi}r((6DF zLY-#US>67{!|*)sdvs5jRsM4ai#`X7tYuw08?~b%=0E&-(C6NcJ;gs6BApzhFKKkA zS)Akjy+Q6UOWT@1nhvXKJ1{3AU~*j5zenaO3o==bvj$_WhLk z=@#dk)SZ30Ph9QPy|IPhL^XzOv+x_KoK+rr+OOyEka%an}clzyF_& z@SppJ^>D+yV>KuDvmf!!+w1f*=-lC%f^6=*&4r9H7Z3g70o5B0^M3HOAKdkMQrg2F zr@ca-V9tADV&RlmaB>ri$@TL$tR**omE5AgRea`q%NYk%t3C9T?o8EmKJ>KCHTdkZ zBNr~4Oi*2U^8cwt*YeMmE>F?#0|kVPF6dAV9{jWGa~_cb+ehkg??HdwRH%?d|$!Go7B#JQ=rpL*+A@1(J~k zS1d%Y9}v}DbGblFhV$%Q@WoON-~O)4d~LGWv;L;}&Fo?^$YCb0^A+shC{*8CDqMZD z=(e`j#eI(_ORSFf+V4?hbUs0?aQ`{Y687k%bCZ{Hwmp88zbRARcfb9=E2(ZmGNzoz z)*j~)n=CP7a)Mg^p3ienvzNsgKkCajcv;CbxuR|IgA<+wPgEl6ndKJW>$N<#LfD3x zH$^G>*W8u+CB<1^*Vy_tUrKrzd1U4M1D~INPg^pPMZMR{FgXE|wH|$9+f*v0CSUep z^5Pw*RCMZs^mGeF=2&p~$*`*Xe3`o8$aa~nu7W#U+Vn0&i<+C;scHm^vgCm9p zllSk~(`ZvD+1FV5ymaQ9ty4SmpS{}(PU_7MjyM)D14n1yuZ=U_SMQtm zdV6SUuNZ&bo}Bx!*5qwE6L>Xg_y! zT7Ogghr~C(&u;l^^h>opH7JR{J-EuQ;r;jh<{vjPzFc&^N5LXfpyzpK_?8WJhaC$Z zMM7Isr(2j`U;Jvjv{dpOD405n6aKQEJKR3~c)}!o?s~av^V;nFlk27aEdX75lgZa} zGFCe(V*11I;~QblTzr*M9d7q&za7!>oR;QMlml>8+e^*I!%Ka{0#9TP!j^ z?rzO|a=^1V;fR}dRK)U!G8Tn=kjnU~zZRSNkvo$s+ln6?u`GBbW5HN%+ie+d*Ia)5 z>ixwm_qGcKJE&LBVB0Ga_|CO6xMXEQ(xb~a=ChrBVXVyIC&lu3;t^5ZHRnI9Nw`+^ z_|rLSdxvkEK145D?h~}WHDhiYIBFg#ScuNy2wHCv88gP@b&c z==Q43uAXhvwJTZCVj?H3gBudS{?R|D} zl2`ZMdlMUv^C!orL`6-rd-`qlU3JTY7IHH)>i7e8>P#%Nj-B&~qj_`N!5L*6L4_h; zv+;S(v`^=rGC$eoE`&%fdothTRx^0iD0-gDrSQ@)x{ zNWW5^|5u`HHDB_r-G=c|V$ZYcPF8BJOk8&Du!+Z|dT-TZkERJ2CcntEcW6_7H}z8f zql?tvO=#}DrMEcBt^p!tk1;Zw!f)BBo@j~|@*_yJGF zcb%q+O5R5aVvM#uw*3wBj{P%Xa+)uhS#WKKNNh2vxyW(@QF#2;mU?ZxxKm&7;!|E9 zHM_%w1 zH6Q=(DAN&2KG~LMxn6scyTlw*o?|a_Si3vVe>eiIq1q*DWw)1D10%Q6*pz``+4bC;}6EE-G0}%_h01x+?+?I9L>}3 zS5Mje=VMad&o31*l9>e;O(gg)uSrPUyX?ams2%KO_ttBf$1V2xrFP|a?v45FGXE=i%^o;jzHDN_JL^KWn@o%e-?8FV+7UNqeQOoC4caNsd;B2i zTJQ*U_J3brq=wsllsebU4ZaTIk=+-m?<=qG@ZWpv@9gV6E;}-mdZt&cNidw5Z6TNj zX)Px_Pn~(eHuX_=v6+yb45xTs3%C0r)=RbPl@hn??`k>t&q#>vce(OIBcX?jIt|W! z05=RvmADdjNlyp0WzFqZnyhud&VMU<`a_2u1qv}10(uNB>zNX_?B{AZ_)klK?eli# zhen?sESjh#Rug|P$>^-WPwwB_^$u4WOy++RQ+LQr+i7M+e%`dbjVF(!Tkz}6VHba} zetM&U$qpWn^#aEj_sVkgJM73%h|v+yli@J_*?n62gz)-@4iV*XXV;qCPk6L>r~D^2 zHINX<1q>hJ+DsTK);mj0R;UrZ#2{2>zC?0j!9@>=`*~|J68E+#C#vPgfCd9(rk|V_ z%^x?d#na_*XTd|49R*4;c8uG~lmE9}u4$Pwf7!v?e#T&r%b7$UOxjfaNb*ptaN;#^ z(b{gclhd)^?y9HftV2-EYxW#JJ#>aD(d!EV2&Jk4f}KW((K_@lwMzfG6r z-hN-q;TRP)-_hx9N^957_Jfb+K6gCp(bBDUsA5A6C>PG*5IMTDK-)27eWAZJ%(RkMxjuvi%Q0^A)^L%fRTuVc zRXxeKYv+`?mY@Ebd^1epoEbd-oYUEtCOqqu`Pa>2fBdjdROijJl|^!Aq96fivzOPW zU$2Gp#%dY%aPa*fzqn)ceKYE}nl%1>dWq%Rdp+OMmV=>(6Ihb9BYa}op0gQOKAsCM zODCvp=hG67H=48&+z2}S;8bFPtHhoocY+NL2dO;T5-FIVfBV6m^Wmqv!j>F8lD?sS zrq}eP@shgP@@Z{$y|wp$JbzR4;)6l!XP@&{n;xu+G`P28=c3k9sdG)*=lLK-{xbvV zf70&iw*{onhx9dRyC0mo_(9i-uxqnqKEF>%K6(4D$&1uWHTI#GUhkY0B*DKyzdos4 z|NeHTy_4quzyCi{t&Z7ZNB*W?xxtFptmdtD-Y!{KaMeO0eT%4$S~2f&P`&VU?rHWD zn>214MD**q>EskJPwu>3AQNNBw{F6|YB9$>dyajI5@NFTVU}aEUHdnZqs7kn(}Pu& z22JZlb=RCP0EOh9ujigJTYrD{#wOF zIGDfQUzu;66#L`qnV=^7hay2}7tQj_y9t+@zq6`ek}gZCZM*#7ROW_PHh)*{TrPHM zvX}2Pmfcl%K5G9z`AFCDhw9fwmCruf^wjESMP=vh&zC(@`q)4D{qKuY)w<_@UfWVM zDxuT3>%{wn>Np6Hr$cE1!?3;s=8a>zIMVcN=q$C{wqO5Aq5 zI~M(Z&(}t0?PVG-&1Zb^?$3$1Y$2KlzVza&`3qB#>e6Eu*6%pM+pl)7w|0eZnZ??p zT8&&)HxJL)EmIq@i9b*C+!AN|wY9NF;)8lV`A7acw|v$_PV=)ZAN6;ET26J{GTD1S zUbCLg|0YJsQkqkHa@_WF`#dsaz*k$eANnP|;B>?;_HWbm9?v`-v90~vtyI6q56nJ2 zSXOC}CblLcF}6*-Cjr(FZI5KtNmV+ZDRjw%uSJ^uP%rbtwubE%oz~eCUixhdn7k?T zf`Z9?&8|N(UOLNkPBOo_JpbRdje4fngQlsT5m*1qxpK?AHLA(4uBXp)Ka}fo$XEGc z+C*?*7~I#_gZ3!(CO%DB7U;1buXIXux z_pA5Xdh$}o9Q>32n+fG93*||1CdWP&)lu_1Y}^8CWbE|WRQ7v`&#(EHFYSe0TLLQK zJN>6mDB`!79-@9U^T55Sk0!0Q)CpCoS@_4`+ux$)OY<{Q^kqL8-7I!)p2vS}y_WaR z6Zh5T?yJcHTl08Xo-6ljlRZrZk2w#4`;$8LS5N+0l0V6Na>)5(odu6wb`&bz`P6PV z+5XGSKP%5assB84B8Rze%g6KknvSL{die8TFQf`eWP7i6a^9&U-@E^;xm*BGW5;c| zZQ}i!!%v=^K1p3FX}?HL&{g3#nRot}Jlhw4RW~p=Z?D~r%83&pF%`$X4;0x=Is13) zDXe_{iLq#nu*@3v_kW&zI(V$G;IYMyLYX@a`_kgA?tWkUGvouy<-0fZSI)1QvQkrR z{_8btVkR1M8Fe?=a@YQvv83t|`-wGMwrn!F9=q(mYMI^T9+w@NE4sq-*JUK$Z4*vZ z%UAHf(g8}=lB1M_8e14+~BZ&;V1DE zX`2>;8~l%Qgv5IMzTJ6tce0tG-{<)?k4&P>{Fvh(6jd616F)6{D_+Mxi#y#3DfVEO^NiWS^KMI z+udn9YQIRXuRV4lAvZBj!GZl+dPbW8c#}V$Z(Vmi?$WQn`~?=*eUQ?z?I|dBR(6ODOS( zUCYgA+b~T%&$-iJD*puUEv2?wTc>m0c8~(ir*O4wwfQKe!=NaAdqPu>sY|+Y;+F5O za;Z~ocX5B3|E4i!OMH^nIv4%If-`!zc@lFbB)v7~`1*SHW1-hKqg(bIxtPA_n`CqI z*4CQ^&g|FHUz8SwfSOTvG*^F>^xeI9?S&P-YIe?<8>Xq-HDBKzd)DOR;hAc6c9)OT z&(6H`!ql_6_u;`?Nsmmqc0{dTsCfva`N4y`N%w6JewcRB)&Ew?BeN;&*_DsX4wP4a zx&3SD_NDuSXZe^mWH(Ff6q;jl^5Q*>^k3`u3-)GzG=G>c#Nqs3bNjr0`K6v#d#hFT zD@$gsi9L29VZ#PJ=S+jCpa}uzOas2Upj`jiKZFeOAF-(kPhV&eaawpfY+1 zkjR(D~aExU2ct^Q*FWl}#Hlo-qQKX-7tJ?TU3zsom%`)R6NntVUnBh!+< z<@5^^SL@z`2X7@Aoxi}6s0A%~NawV;B)#4+OZGw6D z{=R##;}dD0J%38ioc78!0;Q#`Hic3i_e<9**A>p#(bD$jZ{C~c_fy?EAt+4`Y+ zn6pbRC3NrmU0SQh{nvM@?-!GAeutjc#pn0^HCuSu;6|^-jm)?%PiF0i8=c1r5p{U& z=9wn9mds}~>YR5g<&o(ecI$J^vMP_`9HlnwZ!t-z=gnMjaQB2`y*4*8<$8{mhHuzl zbE8lWG{(|-xj=4>^>q7pM>0j;Ox@qL)THlo!tu%tk8N%+*6fX%d*EMD>7jq?!_?pW zzk4;a<)Gi;gp_1Z&t~DvgCUS1Z%ZGcQ(IeY)5;FptvOyG_Qry{>_D0Go9U0Q-O{hl z-h7nvM&65!IegyddDcekeVzCwIc`tOfk#t3e;rTq^tYZjC;IJit-ngiN^-`F5|#&U z*sO6w@EUlY%ipGLF=&eC^pt$(1lwI=Z%a9Dfrb%Tt^1l}3&Le>Bl;PI)*PPiX<)2) zP~}hMEylU6_MpM4GAWkFkyk;j#tTOhbp31EnnA{h2PgcMc30O+jt{Xq*C_k^KwohJ z`y8{UkGfl=jp|cAZ~B$@R<&v3+nqjA-nu8{j=KJ?tJyujD7xm`>89^j?0aj^%f9`- zvhw~kk;gwxjGGdcM`|rwvp&I)Gc98&hgSZNkJnNyILaI<)g=W_xj1q3u;*nY)wVS! z9CzH%Y;*r~0^5#vsRqn{%!$Ui&kj^fD+TprOmt^#gZ4$&z9|Zp!C7uo43Bf?khVwgj1@SUlw0-IPU$t z`mG>~HE+{g)`NY`32OC?HZwstgMVTyGF-lJe_@H~wf0X!yk1QWu4*j$eTef-^LOt;Z=G7p;%|B^#&Xv;<(#PZuWS=Kmvtb`yeMJ0 z<%Z2NH!iM8(5eRw)t+mdS<{eHoU^~MWa|xMZE!R(TlY1}Cfri-p7cl0d!p^+omb!G zy-A&U(kS)BAC246^6DjQMNQQLGDZ8JSbx8M`)J(CoOY3_w)knT!H?ElHrgO0&l~sH zl=IjjbM1(T70)d>)1X6O(=_kzE4;Lr`>fo(YiifBZNL{>^xyfaw21Nd=?=Ev`@1qW z{5MyYvM)+lZ)p&xw;NP#pKF{69#lTpnD}9G*5zAE&VMoE`ZkBT8nS-lQbDxGr|fqN zoB7qU_Dlb+D~`z8l&U54FXRrVZBOm~&e&}!>+au^6D#(3p2>bipJ$T)iLLt=+S%@& z`}aiS-e(6omWOZH5UqaR652Gk-0&`D-`?JgDV={RKfJGV7Jh94v8(7-+)1B*?*9aB z)im$-)<&lMzjM9+AJ@UK2G`H3x_>24oe8OlQ+s+ThnaJF72}s_&dTg_H_1D0xUL{^ zKYMM0VdR{OFoVhF_rNnb`pa%THJ?#Y{rf$ykDA}%zzxqeBI=vFC7$NJ(NCVzo>?Td zc+VfUxBiE8N@h=FtM+Z4ShE(?zPOxlKGR?_Xi&o6+`pAl{Vz?G`M=F#e=M_qQR`PJ@C-b-F&2}aX>#h&>9+Ds4ux`WEcw69 zVXuC$-el8W>1y#Rzk;(Dr^cPTxX4--ab@F@DR1U=nC;pMs z22DxNJUGwbZtwPcAX`34RUe*gHc|Iz%asbh7F+d0^Mn)m8Lln8a{iH?;TNv1Z$He; zChRmczu(XPrF+swrWc2Ad@qt*`t{BXh4~GM_b%U1e|hD5sPPm#+qwC>+!fxK3b^%c z1a+qQT5Q=N?bJJ#yT3|?T2^#UzN3Ab{n*;y)%A zt@jF3P5W-U{oEA8OW(fwi>QBII)7!iP_;_5+51F0rIt(j&wT!JwSLt5HvKw-OWw{C zdC^L5Tpz71i!#)07vyB`Z87{@;L82j6f{v&1)XNK(iBx8l;{w=-%U=!^wWGg*p8YX z&%e3E%$6j6691N83mVswzp?Z4k5_M`eV;hq+_Lw;#DWJN76mFY2GZBBsviGW7QmD^ zdn@}h@0aUYR4z?mzr}6kw@m5;Uzs=W-W_}2mrwVLi+EHKq#vuyIQhuUO(pZs8!Pkk z&0A-wlZc8*Fxn zf1YAHMPKzthr^S^*(dJV=4BpyArD7Y!j+bnnN-=xb8e|OJOgM`Gv%UoiUzjj{lN`Mxq z^Td{3Ts-+jg3k^VKb7vf?p?WUmOuaBcJLyCk2OcS#IB`-?-wx! zb+tDAS*jMeK`NG8LIX6F2wAVeeBt_Pfv0)1O(IQ?Tuzajkg(K;t17AahSM8Y)u`XL z6U-y$l{8!9QagJg5mJM}>I}0AT%s6R1oqxhW3PI zA2RF+`?frEUeKq%X=Qs{ALP9`dbY_$Gp@|sJNnG(RqdGg1% z*VDHh7g@C<&GP*B9`K5THT{eO*Hzg}p~!*XWf*T&$R zNjCgry8c@DM*MpJ3lEBFyErD?kDmXCqh&GMp&2vxE^7TMIZs)}QUEeC_ekB4x5l=g zy)PfM1PZ)nL9k)N>-Xi;ZfG0-IC?L#^V_b@u0*#~MxD zI{(4uqchvc*>+&Fbv!Ze_u~Ssck(H@d{GYaJYM%c>DXUm~-yVigxQ4yEnd9^o>l3Bsn3si6pA07? zDd_x}e3I=|qR%}W*S;2I_d^qv6aTW_>&R@l9(UYi*TGVs#c%KTWx6TImHdmgruc`~YP9^!$S1vIzcK5#K$k)B6K}qSTyjrz-Z*w}Ut@81Mko#>~ zYGQ73oMyS8AH=yrC{HT{kOAL z*hah+U;n^(uk`P@JokOmDx%&9qzZ8|JHBI&Q_1Vz_|-eR_{iz6^R{_@y*fQ$)|ScV zKP~TkTG(%PdJyIxO5_yx^JtX(%Ou~Ic+E7W9~U@^E>?HFpr&&nslntEf zP-hMUH~UOhu}g$@J*ZW>Dsqy*9H2v3lFs&<}@tY|8SG~)gyIV{c^IQJ9Rj-z!4A;Au`~;&y zsdKHu&ku3#H0Ta{f9#)0RIMei+P_Z~zcZs8_SD*4?Mbo7H0n7AZYTM*39BCl=YN~E zS5~-(%f`u6Gf(ckTwpZELh@StgQ`lV->;u?O2z2Ba4|N77f_td%!o{NJ2QJp; zTg?SoSHPw2*E-qv&)G*iA6eKQ^;;(W`;pKr4~cD0E_sKZJjcEHsQfXTCsDJ@A92g_ z+>&BQm^Uph``UN6?pvx0&i8~^WNP)K3xF3ttSopG0x4;|4@Q2HcE8ST6g~f8h()2+ z91GEF@ege3DlB=PaO|#I=(m5HLsEjyn;!M;AY>PGRIXD(&tRZ49v zxD;U#sWXS;``^<~_4V=<{O7bKC*G~(nruAnl#0%>qRYI#YpxgQ&9M;on=q|UrYNyRppHndp+WOUh+qnMu#~J6qGq)i3S~yC* zPnGC7@y&>*%}5|T(cs(vJP8}6hf5|J#4Q6akafz1kN+7=<=kKR;ocmE9f|7K(k%r2 z=5Q?k_0T5Reonf9`;Ve|EB~8;RvBh4>dLJD+oai?O2fxtr`3@1J*5 z3KHsU>VD0_&;INaWOZJ6f3=3h<_Y?X5*8fKcRN_QzNwDKVSQMy-Nk(Niy^DgPtwls+KjXg&XtEh(BwR@b8}1Q0y2St2vMu;P%NLK|)YYl_V)*DhXtZhlLko*ynK_29%O}cjt8iQuH?2kW(Vaqb z-(QiLo!2LE>$au_35&h4Uc2hi+^xT^rJKGsH&}8)9% zRsL@&;D2-XlDdSv^O=Pfe_ZW*YKy#c_J;?a3Yz?(>g)22@lM(s)iZzGT0ZBq^!!g8 zEt}Pr%{aUd)R>sskzL#NoHL!TWoAvnb0IaKIc^W{W$2yTwXm~P%CE&({gC9RmhAmW zFTTh1J~^BAF7Hk81oxMza|<_VmQ}F-O}@0B<^0llfxinSb ztJ|j&Et}I0Ma)WY<$i5u<2&P|^an!}*Ool6+uhrP# z#%75}Pt6!wGkLxke6wMzlKOpFf}=Jq<&flpm8pkjI^5r{;J-}jT+7To#Xk=$Jjq|t zly&99ufKKI(k(>Jfz2rXU9c)s-p};L|EnR%3SV~z`$}#sV9d+fSnx1nhd|NqqtW@0 zX~OthEgv+6->=?$``w|P1rK9(6zHwl&)A>+{@9#jTltggq^|#aZgMo?;pGD|bJLC- za!r1iw6Q=j;k*6`;pGpvD$f8d=d@hn85&_*@!TM4A2^GP>doO2PuOO}yd^GIZKnv= zr(L@@P7k=jUODgYqc=%K3*?X4>24L@A9?7~Ce0J%{8{r$v@1$gEZM-sV@4-C(Vx4f=FX4CuxsZ^zn_m;T%KJ?g8pb}#tq}Py> zY(M?3Q}Nz?e{}fRROS@%*QcuMo-aLki=e^!*3eViM@ylCYAGN&03kx0w?3luT zm#y13W@m5Xp6hwR|IX&RX~dX_91CBp9Tl-1+$I9$hk%Ikd3T<;G#PQ`g}vKXpb=vs zq9?;8-m<~_U+s)_x_fK()-tp5*6cr3E!h7uRn9if_ouCJ{-F@`rHfgpg zzg&Cw7j8Rp@#5V4-R?RuCSu1P<$(t`Rvv0ihE(NxsWZ=*W|e$upR+*9ua$fGq1NDs zOfz?`{2O-R^v>nok6T5`llO0lI+~rOXLR$1%e(f>2fzQjGfjOEG~YU>isgp&eeLw8 zsvaNabX(8Oe08E_b=sk$Mh{QTGyt#2%&BcV$zCS+x#hj)WP$0Pdw-vrS@6_nN0C~L zeZ!ve#GiU!eYCbdR)TWjPo=-nn1wCA~(%_v_7${g* z8o(w@?>s*lv)Jd!^RCeSc?m{^(tWMk#}A2acpDnS{B3%nuj$DX(+hb`D$UoeRF+sb zYwaU`NJ$fmSiJE_WnG|J+@534W`y&#X|o@m+MM{8SMN~Y?v3{R)^T;srQMkizL@a( zF{^)>HIXOWx6SZyt}FLz(>XlGmCTioOy}^tK36Ro`r1@0HbP8uwo;&_)H)g7@V++f z3DMUN7EB3!_1*qv!j4&AlIDATyel~EzVxizXX<7XpQ?T9Vds1tW$<;~{AG@3lCEb5 zZl9+T=zqHQ+C;u^-}Z~v;Ql7JhXKeM^ErI4&w0<$4dPOGZm@Iih9avNOWAdE_+ICK zaF@%N{M6yl)%zv;JPVpjZv2mPxH3&?;_9=Hn2Yb{`@a*<@nD$h+d6gmTf5e2LH1`J zsOXg~&)LzJvm?u_=Y3%qXr$!>e58dhaZ6UiO&SUiRPK z?Vj>hJoh}zt?9CEAMdft=+kY zl5e$V7D!#*_lGTL;`v8KC9@}ThHIS21|?|l=8`*Y#)+WKB{xeGt4cN|T&ZLREml#B zu@qjXX8iqD?yco{m+eZV*VzA=cYBKVK=f9hK>qN`!v_ln=A3?(+6^xz7j9Wo9B*RX<$>DdaN{+@X z1r6YyE>O8+A#^SNLI0Ujq2*s*m&U|t%`@9A{k!gC@MMWn&F*qbpBT0uc|5A(@13VP zX!!CyPx@aNxk-QF)wGRj}wtsyw>Exz8 z;PC;zJQ;TLBfHZZpPx=Yv$k*(ch}#0>y_*~C#dP`F688&H~*Mj`SvOIisPyle!l$K zKbPf@FLR;_J2-~EDo22N&F}v(Sn518JC|=Tu~TmSq`isy*YYg{@?<#77i_)0dU9UD zPAkTOeKB(tLVti~o_r4{{Fx%EqbA4;+GhY=fMTTCwbbWHxb@Cs%L^s$Sn%Y@ux-y+ z&c|7wdMI<{*0$eQcjqb!r@TA5&P!hk78X1XfOd#x z#rUpppZ@2`tewX|qB{yT?l5qDKke3SBVEWm{e#r6-5cY7O)DLF?0Q$Fm%*v)c}xb$aM_;7$CS z1HX9A3#UOApJkl;UDMq8{-@`)bl9R9X{9)+MR$Ceo_dzH46& z^4hfNl!<`a@%cTq?{roymW^Eg;qIx+x2D%U`D`w@TK&kpqb8}64F&)8Po?q*ToXH% zy5djk-^HgdfLGq!3Elnlnp)k;veHXx$I|~z_OEd}eJuTf^q+}O_seh37h2LXNoS>F zb>$bmQ_HS>9v z=gUV85_1!^YMt1x)3OhVg=O@fDkXT+A&=jq|w`fAP>R-lvD6=I!8pdML!sVVzvL%KZdI>p&Za63~*~ z0KGL&JFiQexow>7)V=in+qmPhr%&fId=9<gUFp#^o8`?>DGI=p?K3@zjHF4 zb+gzuO%&cfW#;-XR$ER-X8A@QdST|cyZ7Otgv7gTYG4OV;l6y0{lur`oAPzHdaf5q zm6&ff^9R@!KX|9KENDDcn{=LOYWr4u?vOY;<{LkCE;!BaTzvk8P4u5Bpn)^6qs|BD z`8;KQVs%pR*!t%mr%jTc;SdKJLvznPt68*{M}4VQcjVjeo1Ph~#Y{8V)wAwkgJ%I~9C@MVp)FsbE9ML| z6&Cth8JPM+%=W2iGfLF;uVLfzh+#M7ocl&;MPrk|bjRM686WckCcAGxc`KJk?3&o* zh#Au+H2hn8J3zH9DG)zXEwnhqD?S~$Gcc@{%;@I+GSbu4Pzv9)|>~0 zxMzTK)cZYO88_+JZ*y2<)+zK=^3Zb7a*>^&8{niU(-`_orhY}KN+nf@$@)i7_NpiIoen{Q+GVH|lN*mvLXW`ezQ$PvB_-*j~ zO!;3vzb~ZU+W(_RdgX@bE$1V&-f&$1%e{#=a|U#M(;QvjQ;S%ueVevzkb7()TsDW( z`f!eZP?k^k>M2q=1yh5XzvVBxB4TcoxP0b@%|16S+9c}w&uP2Xw*b=dF8}7`ovY-3 zTJHHZHBhhcMxojpgFuTDkNy8%ZO}g(z2&*V$M7{xEnBy?AFAMZm-yCu<I%t~hzY_4P?I_!!jQOgwazCB@b%8l8&$j39rPDL7U3ndF zJmT!vJ^q&!o=u4suwT8ueE*#Drpkh4vp610&jBqN1$FOvpLAX>P+DW{zu9(sb4t>g z%ljdHW?A(^dNnUh9y%{Sxa#P1zvfcqdnL03Ijzt7%ym6<>QIx^@rfHAdq4{N+e@C< z_W1pqHTi3&aw1s##!R1wud=^{{#(DsTJKiz-DRG|dSA_NY`ng1)wT@=W+(itrfrQ% zntjb#^tD+)_9EBFGtL>a*Y?#Eg+2; z%b=m*`2n+k+?uckG>c;-!)e{u68rN)>Zx|UV7ro;pZxWVg%X!{ZrJQ{3i+xfe|5s5Rv2QZm z@YVbg5^VF;S00K>7e2r3?!4s0^BXrjkBF#me!YP0?fNFEE&I8$Y?5AWZ<4ZCN?bqD zVAESs9i0^)LDMJ9m5+>MIA5QO-qxD9wbMqWnqO;1#Po+AH;Pr>G#+r98K1R!lhfCr zPT}c|*$-x|$q>qWvaKTWrkWnJ=TXa(XGE$#sP#2OpIpB2ee|!oz@+ZbrbBgs4}ba? zJ0-4PXwcTB9pQ7QZCXF5KrYZY^Mu*D-}u0C_jvK@Wzn;J?zA~4o?p1ZJ!AIb?{^QT zs;g(8Jd$719F$$Mspv_>ray;^r2aH??|7LR<#4BD*8b=2I&T!GUQ0?mZ`^9DxIKOk zteUXc`5<<7Md_`-PtE3VSD$OOeSSzzB4>(ji1*2zT6qoZ+3&9Hd!lN>*_g74Q_#3c z?pR&tUBhDge-WEqj(m${GMRAGU#4Q>&9s-Z*KZEKyUC@`Z}CEdc~c@l<8kLj(>_6F z#EcF{?O4wKUTfJ*(EPix3|BQ@t1ZKg)1q9btz*^(R9wDul`D1O=iS;@PPFVzJ5*tp z0q#?BRy&nKX1vd}`PI!{AAWHoXwXrruf^8=kepGa>Za1a&zdh7FF183_d}W0{Gw?a z!pe^9?JSi}Ipi%gUuW+76LX9Ur9EQb9etI0eroE+Z^?_Kex2cHwOw*6O5;uCJn%O2 zA3W`ceC!<7ZJy$9YxP^`J$ToG&y8ZWHTxNkXzbA5CtWSP_{JWoevz3Q=Pv)t!m;_> z_2m<}tIxI?-c1L&ljUw5V)x^dRe8CORIkj=S!f~t4HBd(pH5x&+*I?${Q9T-**#Au za__!Sr55IH%J}oi;ajK8Y?s{s_2ca9rk(!D`g6ZOQptV!{U@LLrwgfWT5n86kA)Vv za=$jR3A`b^4%!u)S=A#o_fMSqZgsv^+xA2AoD=WceVOrX;qip89oqew{~sA9vK(?` zPRwsCc;Emj-M7gde!^_+uQvIYw2#%T%^!UpI9L>bk5XW0sV&oeuJT*)r}?q?^5plc z`qwUdpqep(;rgzgjr`s^OGST*bWYO|WUJ<^u6dPS`TOJYDSn4%8a#TipfhU&=y(E| zifQlx2%BA;e0)~k6$f+Pfk(zbr-N+x$5!uj{#))w`E7ipF%wx~Z zzi!}L#kRP3ZTu|B#W&~L`ZiAqu8*Ety)gOyp`S6vMh_RvG!V0jJ9y~OUWW~D#lPkM z1$QQI?9>iOC`UQ#)s=jTIztErZ zZSpj`uIOc|5327h&-|o!ms?qcPm1fYc;v-Hzj)h0qk7<72F2!@OPBekSRE_A51zzs zKh)^_kfC#DRqrPE$OHeXdYyi+Hsvy!ct3Wro05!)pqtyyMXg^Y{XiXY$m)B`bI+tw zFIlbx2{Nl6Y7|cV%lpq`huqP~Ul%!kK3{Ur!(ir7y)Pwa_PyDmR@_m0lh^mxw0+;M zoSmnh^(w=5ZS9G(OZVlM>GhX(UC4D)lQ9uK#(S(w>{_mca2jky`*F{oMY)fH55IWM z25JWcSQKc;FdX`{<8hwUoMW>3%NezNl9w-+73iFMA>U0)#>9+w8W+1?D>LKv_!!Vu zgZ$ctH{A=@+)ogy>Q#7cF2l{<*UEhS5aWh|l6${nHsu^}w$DuX%eEo6Z0pXbX>U@D zd&4_y*3_Q)o3*R1?_hVj-=jniQ9ti>7ni4cy2kvnk(1k4a3MlsZzX71DcCe{XF5`e zq54Kp|2n_tQeg8NlOG1yeVzGf;rS{2wafm@KHn2yk)hGErpgs`Vg%P_*uLD@Su&}C zYIZYMyMreQ`C6IV4>2md$-fnx*}dNKXpW%#jpKE8@liS}udB=#xzAjE|9#W@?IEYO zd4FTu_Jrfcf4Qj>_s%&|9XM_4vs0P((j^WSTu6|(Yyhg_4_|Jb32luTto~=tSC=_s zVZ~v;HP;IaWGp23X6WA8T%_vuQuNvMxD9DWHx<17KK@s}b7Rx?atF!Zn_ql;YB52# zMr=Xz^&^6O?!4_ELvL}3eM@nAQZVDB^z`z7H`z}dRFD21H+zXd!MS~j`p0sW+7C}W z{E)*SY+lBGR#WSE?<3A#-#hnCe|q?;O0-6L&4a`@&h`o6DMhc;6|~ayY_s5+N6u`^!jV>_9!nuJn{0w6E8t~b}V>r z#as6NzL0sx-s)^e+hVuFGa`0?XX*50IPcuu0UCtg$yP0{Rkye8cqynTmGo;s`H+3XccYnKrr6zo zl=(r*eVVlC>7!4si|V|oUhI(o8fTlJe(zA^x=BwJefGH4+wS@F_!#?-&y)Q3wobmo zk+N;c{U)Ak-U`dVm-8D%+AXlYU&LLp`{v~vC(~|hHCw{A*tutlS(aD#n?%-b&zMuE zEe#;syd2JPdW+OQKCZszXw75hKb0q!^Bt7TWqESzW=_^4k*(J{>R<2PSg!fqH+Q|o zgjD&Q$uAc>(#g1J{Z#QfRTB^VY; z&D(Jrx)JToS=QtC6B4~#?)~^sANOhH`2ss>#`bTgHyz1#s`r0qnEEB}P3(lXId6C9 zZpqT?t&RA-1oe;mtX?e09hB8u}` zVudC<_>74sliqxt^y91A&XSx4d;OnRk}c-;I;1~U*OhJ;iH`eKJ-zevfw}pogS_;w zz1i&JC$=T=ztH&-g~z{Up4ye5xOjQyh0Q0UgqFVv&G}SWxys_w%@r?ouF1q5OcGl8 zA&76{hpUiDv%_z6C&=A3^1PAy_-FlgbmatWVY}9o5|C2 z&&cWKiiJA+=Eht+RK?xCX$_<`;o!IVx9*qY?Itr5PB4H%V|#(x>f`^_PclbUaeh|o zZa-|CQJ%bihg|2E-KpZ0OP&d>YtL0E^bsoe`TJyFaq6V?+`38f{`;Nxd`Vim-2BEg z6Qi3;X6lGZ#~nPh&a2Zn5<1~};--I6{NIm)^()Qo4$Plk^US1E_$EtBXwoE^RMrXc z-yUsLJAU`Z@hQ{eJ{(;BZd41{Z&pXHNap>TbJzR$Bhwd2hR~66cbH zQ;x)4wA{eIcS7;oK~ef^Z)msxN?zbWcRPg?>)~Ky+0P`^hB%B?R7YlShua* zwu75e?q|0>zjHpe+uv`Rs>+#7+v7I*nA+y*%}v|1Wa2BeUfYisUVx^JD%$iWgIiez z8Jky?pHebQpWEhq_sGJ$M*$#9KK#A*dxq+%9Nov>dve`{EgY79Lgzth=1(_Gq?=kZT_3 za1sfoRM_6QhB<$pY~Av&qQBu0q=b=e6OLEAzw^(7PoG1MEw?>%Ye}N+zLilI5837N zWrHTFDsRbL)2ghBklS}}$udRh2j{)*YH!J0TjtO3=I*U{RmCOdjBidm-fKAiLRWc> zuhca)?rh=qtv>%AePa7`B-&z4=q8t}$pxXcHS?z2P6Zc2_YNiIGEJ+R*1}Mh?#XfE zZln;?jaXI1CxS=Pc#}S!x!ompOcAsyf!7_9h;$}jZ$7o?VebxeyFZ|W&Ofs_!uHQ= z8I}$E&p0ytE-w-=QoFxzdh-N#k=YBy*1B$-x%kGJ;^fHJ;N5@?bJC6;{&M{I$xeTHzZu$e0!L!Bgw!C+GZA z1J$N~*a%Lo=?`VhnALRcT=b)F%zM4>Op<7ZKdLbUFN$^^J3H zHn5$&e53usFWHx>={EzeSNzH|=oc`{=9sP9a#rS$(NFFtoyQ9}PCsFOVz9f}KXS(7 zr;vboWhiqftzlKV;NjDWTWtBO4BS2fhYTAk; zR8Q+A8=YR!zrLdJbT9vh=c@Cqc%N^m`m=Xaq0YwZXU=Y%FS5;#dBK%x&a*L7Oiyk# zu)N3o?e9H?%t_s!H}3yAvw}Bn$+PY=6`SUIt-W7f`^reU^X#l6kGPw_ivjQ4K2w|z z3B_+-Vrw+J+eC}=YQVvmY|(M{r*r>F`6{1(SCT*NuRH?|{vA^z4kihm`f!T_Hpgt| zcSAUZfBKsL1WZSk~zH=rs@0rQ;ljVB$JO0>A{g~KqVwNq{y?=wKjvD{$%Msv{N1if2 ziBNyvWPIU4EC(NK{kmJM(ZPdwu4#vxRql zzVScxk&Q`(dEveui>(=RqICR1#mrnc7R-sV@Jj`+&YYlj)%oiSu{A-Zj~_$o%gQXq zd9$28F1246$I0uRcdz%a(38MZCJ(B4!j!KiRL)>~r1dvWf;0HhC7E-p{H+(%$!333 zv<{!zz3_C8$<~ZnQ98c5bC!Wq`RRgLr=BoBd7!rQ^QlFN7mvbf5x!vV1Lsti%U#@c zXZ^mja@yK=e7UFB=xqF@n%22_f~L(I^(#}HCf(SXe&>2e=*;=c96f7y##CK3-}vph z_T`S??qe%0X08P-i+gB=lO0<9%3G7x-f-j`RlT1)yrC=w;l1$+Ozl4`d) zwc&64?lb$Z8fhr|>&{yKDDgiiXB5nfvhat5-%H<*rxwjJ?la%;;aaLifUe96qo3!V zvQMAC+{o^&;0iI`5JAVa8Hw}F*jKeOheB4@v2(w1a7_E~JplId<22;Z>b%iNRkH})5bfeue#{PblK%ioWAO!ses z+9xx&hx8?DKUp^Kqv;0g$JsaTO2#wq*4`K9{wT_{@TkjvQQbAp1&>ZaE1oAN-1=XR zpZ_5Rt_Vsw_+q~PSpQS%M*Jt!4fXBo9VeInjFMfLb2UJ0b@m$2SlRMzMxeQB6PZ(5 zJAZgKEVSSEDEpJNJg6EemEuc%-5#*5jwAK;^MGytq^GP^p0ZZz)T3vh&c4YXJp;%| z5f3gLQjw2}JaY0W`mbzd0eY;H_Y3s2P$o_#FLa{AgirxA(lz2M5Q-jI(z=exwdRenCbdj@E#`Q9&v zo%h4dW~#VN{-<|EZIkBYlb@djY%N-G>WTGq`Ix$Sr+(~lUlC;*ax}BlmHYRe%EoX= zR5j>ay!@na^}*X`Z}3`g?4O-{_0-0!zXGcl{S^&cE1z`rmt|P4a#*g^>PL*nMRj|2 zgBP{y`P|!C(;$-;F82E3Om2z%nm_jXKhH!<9bX0SlKEGsEb}$KoHjG_@tG}!X|U92 zJzaMGT-hm|{h3A2CmLSdFQO9pU>s}@$_m^!?*Bm#vAc^YzhCbB^flGTjr>~=zys1n%y7X1gn9z zPq#MvN&GRg{Jg;DiGTm@P0}-b{AKUdQjBoTcnQ!cO zmXvyQ^}B|%bYa?M3*qOhKx66!b524Nku`s1k>YZrkA@H4KLU?@IBYIluyX&w(wmAK z_Ul-;d<#!)Kk)DFCgpeB*sJ`@rkf zFXYH%Y~ycC`z?^M?R;a}Z}SB=-4@(5xp2g)89ey9d?vWMim}^Jd|%BWcxK1ZC+`}L zHKsj=Slzh8QG4N!rSVElUoXGEwrgtG>r2e-S7h$({AKWM;gz}=rC)E7aw~M7UcT{L z&Rl=r;zf0lA66djaoLio)V290mzZ$-L(gTf>R#2q$l=S2q?s}4mn{TxWjf6GT)v7w zs61AlTsJZOj{&dW=bm^uX8D3y8ohSLL06Zp)UtZUB_=%oVaQfNwcU{O5^QEnKYc&p zQSDrjZ+SAS&H6&6kFVn0xZJ{L!t(j4#&18$UcGx`_r9+mPX{gj(YIx*AM=bYUJXIr z7LNMKJ^Lpt-&(GDa>|tHw~Azn{kNXKlIpPf?|zN>h8dyJ67w%^+Id>=m;3yMppbm? z;B9R7EtQJ=hgvfhod2Uf|3}ZX-tz~{cl4xR_@_0`@wfRS$(&DVHp;IbzcAw}4x95Z ze8Y?#ynC&>Vf%%@KhC?BE3)|P&11%(8Q&=vvnn5%%}?F7=sj5M53ZlyeB4*_P5q~rkC%x|I|XY?6)yi+__}I=h3vWn z!^%4%^MfiOdp2Tn{u$KR-fW(!yUJ{)O`ezkR-4K@^Y2=xzR|yTd*R=!)z(|;AMcHg z{q#aFa(B1l@`S{@t#MYaFn5aNl*at{@qjmbIi$bfv{Q5H`j3fUwp1%54%FvtEj?xl`>d{Ckh)hby0+R9@!s(}FbnDzAU6 z4F9`_cRdUD?>(C9uY5`|T(D=-DfSbaXBTcgYO-dztK0v{{_g=mnmuBLh z<(x7Z<&zF1?y~lL;IO-!rSFv+*GsXt0@IwVWY6a zBE)r)eEMI1-2X81!@~0|{k3YKVNZ@LnQk5I8^bqjcz;yJeSr^XOm;f|o0w|_-j-83 z*Na|XFFoT%?)t|(R|?sX%X79@Cd@}QszH^GC37kyI2z|3Kj~?f`>6QXlNHi4eCCG0-#zZ#M%6dwBwC#_kWHV# zS7fPgu9Z-~GqAC0$#iK^k3Ti(i;au|mP=}^JE$EMk^Ye9ieT4H@KUf%^Aq_}13&sf z8;qr5d=9ct3c{{?FZeORfdf4 zyfTnkWYw}FoG;kEWX7+Bhp*HZ&6v2@>TKXgg_m7o*Agw!lNg> zdp8-F&$#zv`|rw=>Hi*CrlrD*i5tplU!^8LYT2`>wf2V0WLP)E(z1F7uiZU=vqj)O z_Lt0JA4IHeaX;|V^udwU>%+Ee@Sn}>2XAtvaGyPNTwjv^>zxBfLRA0z+tuEgQ-Eli zyqoA-byjU--uEuCZ-vEXFF9lHK+Z?y>)yQd#}-eY%1M5Ut2dsXecAK;OO?s665_Mm z&PCT_1pmuuN8NbtYox!w;x+G+ljmm_yQ*F{xheJHqVD8BTxOslvtL^*L$5sE&&Hoo z&nkD|pO8(%U+V`4`$H~eYjy4i9TBzt!s^LeY-Y+@OilU3SoC4Dg@5eal-J1@pdEUT zOS5gfJJ(L~SDe-&@Fef-(GB4xv0i!y_e`slsJ_X$WnSdH_0Lyv>OZcy^)I@9w_t70 z!QYSk`cr>Q%&PJ=-Me(wyya=&j?VsqRVSY?r`%UN8GY(diyO2%uRkZN%2{*g{s*dG z!v9UO|1$kg{y(E8-}MKVZBMu?yyJ(s^@e|k4yu9sFTYQ&J$!4?lg|AG8(v!8_#%_@ z>(k8r4@AF&{|mDFB5tGof7$+?gv;3*Uh3ZXVqANLC+|F1lqp!IC( z=^ypQGX?wEdfh*UUf>clW8swPhc=HK&T(?zuYG)6y?V7axZEq1)ZB zQ%|?l7tfryfz3CfS#?cgdY%#FC_YZ@$@~)*pEUV(tiQZs@dd~*!Y&^5HAt;rl_ieC zL4R1+CKy)Unlk}r;XBqtZ!WhzS}=LRROL$t1T!CWOo0z`WcJq>XY7;Ixz95vAC$&U zinV_BRg+inHpnkua%z#EpVDSfD!$x)_NN*=>l~JQm~x>&=)U}#j6`{}z1AJ4z&pn+ zO!`Zm_8&ZSVTJVnGJE}>UlNNgPQrTv8{9WZm_#1o{m3OYxpI!YbvkJCJ?OCivomky z|M}5!+%vBRG-CfHvv|`9xUMY_U3b57iA`Sa%N^tN{~K7I`N@pMPfz@Md{?Ehmlrf5 zWtYn*HnZmWr{>e=gC*yc$sA0&l3*CILBcWu)TA#{N(YZa2;`njk+|D*byFU=_wXju z9ZA>xZyaok*_t`Lzy;89ZCI&QSr%+nQ*)rp2vWZO+F~gIPsBC1lrMMBdYO2$Q&jiO zQETljnd7eW)}8=Y_6N_W zeY&{l;Zx{H-LDOny~(ibQgcJuqg!f;EB7TO|Ii+pCD6lp87y@tD^L3M*mfSnUT}x; z^76BeQt+s{EawDfJJiL2kG8L%Lq|IOplBDKtmleV1jlmf5X zx2e1}XNl&{9h@;2<>S>fVA0fvtf%ABBDc(oi?*DY{6)$CQZl5XW-Kb2yu|PC$GW11 z4rttBYVueNj-|yWuxjG`_S>%>+o~De{Q(-TczOAmMlURtKg?V%xKy?G(jwQ)&IfDu z-)OA71#L;_)jv*8zmtFG$BVkSPd69)%~@;+A6I!bak1*zi<6#abQW(pVkrg9`5+za zXO#DUy!dy|lgsXB6%k>*SWYqOk^t}I@1P06S+t3y4<*5s!R_fcz49jizI@|GecY#)lb=24fd$w{&;AEGnFZ5yEWBCb{vPFf1Cj)7 zOnvalyl&gV73OxkKogrQEKL!~^NO;m_pDiov8zRO-zIZVy- zJ~)V9E`D|bVM}2D37yQ8wy7Loho#R~W!h_|2RgfG-kJNaj!pKgT>Ag@>p$hO?wdaU z(rS}W(AgC6hw;e2=I|8HO?;6J^Ano3ymb`%o^Z#p!KSukUD4E4>%YZqxOlmDtLM}$ z`<*9xA64r8`|)7j^2q6eb`tY@Hg|8myi~7yt6uk7z3w%qIpQVrn|l2=>nYbWE7Ipk+-Hf_*1B{MEtQx{8Z0i9}NVYu&Q zHvh3AO_N>6*{j#iyMY`qv$KMi^}mbUx+vGwUu!X_oJya=vfaMq%KE#nyGqLC?mlk5 z8@5>sYDM;H?@+U=t8%hJZys5dlN9O(?y_2NnuYPLkKYr2OSnMl-s9%GahtVa8rFM< zn_XR(lNEdO$hsV+_|nupApagSKiK@yg|RBTpTErd?5ds*2Y;l@iCr^SFZ5=}>P;&{ zQ-xO>9ST3_wmfpGpkGgZ)7qzZGv9#KE<>pGy%{ol(@N7+;n@(iH>ZHqT5ai$E4^R& zp`X7j8e#HUu*pWTmL*rawq30;S9=Iez?dFCwoNzdZHq)>PlM+Ouy?J^SVq z2k6wd!latZ*SF2v?FGsl*I&(ym4v3>=-6GGc9x}D$<|HfT71=JbK0MbQoZQzSl6%n9vs<+; z{|*dan-P8X@~O12)E01hY%epcJGkVaz1@vm)7?gg*dI?WEZewkS4nE|+f!cx->(ka zvNkQ;Y_qoV9%H|z+xJ&#?~&-=ws@nx-Ho>a zIccG0&Fgj<-II9VGdbb$hgkjJ`G0&jYtFtoMev_cP6?=tdz19?OVF%MOU+V?vrmbc zrM9f^F+XPg_{a~n8x+W88k_Et4ef~=eC9wzZP0&Sf8EL^8r*Byu9#5{0B5p80$IBtjEhYTz1_E6>C4HK zy?N;KNsf3{>A7j{pcKg&_l2zuYW~fMh`L5OI?H{Tzd_X2MQ=^4jSkI*74>~%F#C_ z3PNMFd)F+#Yu{$_-aOQn^KfShq_BRp>-_1Z1}XRd2Y%gYm=d(Gc3t7+^dr)b=N1ax z`Lgqv@BELwwstpO7WdA!Q-)UB=VNa^KP9;L+l6nE>XQ`rz4~|CZn1(hs2Y~8b+i4( zy}R~UWJ(9LDkzTswsZaOJ1-1ZX8i7{;@J*5-L6n5=a238JLyxB_iwnJKF6sIT4UR_ zZ#uv5U9s}Z+_uFiARv~>$lC6TDezt=2<>k zx9lD>{p)}w#23b08{==hH9jZj45?wV=O^EM9`SvrU~*~e$G<)0QI9|+-REnaAAL6z z-f`0fyLe?X%*CH0zE!UIeJ2C#;wYYvYBzpVyXm(50MnWv#crB#7yGBqU%u;nugK)C zZRdB$NapSRcny*repI_DgVid-)t*nC|9sc^UO|xBj3Ze>Se9DEc+^ettXicaPm0 z@v`4Nc03;;bxLjADLehr`O@-X;S%@HS5&L!?FH392i@jhY=3w{UjEHD$y!)Q{JJyM zZq4p1wRyD>$L&DPqTA_*z>e7Q*0}f2$AfY6t-mEgVms+=@yo-zZnc-L<$qmpNaE4z zgvICI9Oh6zW`59Z{>}E%H;1jTDZSAyxR1;1*BQH>f}|SZoG&v$HmymPhqVvvrrWJq zT{~l4_9d`lD%|on*6nm{I74c!*bO5rTnk68jkG<}7 zxK%#pTF$)89QhQ=+wURmcMr0&L>|ZcI%>-#pgdCh8BxZQ`euj z{cQlPioWgql34rp@E5_otHZX`KKq&20!ih^l=mCg)ocKTHB!X>y4C)Y={m70?|Q5b z+4B50ya-?Re(hW1-y7!DMx2Mabqy%C;(r_LO|Q7xwe7r(ea|*f{@w1k=c{kQYtM}5 zC_aO#-mvd$BFG2f2anx1KF_~+t?=X7;AB?y4J;0+WT8I$b*=rY!rZzSe7Ed2^Mh*H zo_wn<&%$=i;?G?i+3{892&@Er5!CT@tHA4M#cQ8g3_*>o#gQGLhEr3oeTG<)E%(NG ztrF12#P1lcjr+usYPFA4i6ynHZ|b$%ETBAxrQI*TYmaB^#jLUZ45A z8xKT5f}~JL#(nSg2Wq0Zt20ab`M*WU-spj9*m`xTB==Uy%kEa|Ks|-@F2Q>&(reR< z!yXo1o4gKegQZwRAM3PaXjJBwY94peJ?^A^oJnGZe9!t_|F>P$InJSe@bHrEntMwQ zWtjfnc%V*agFLLYy4u@bEX#h`c}Z}C_`Epxo8uhsdnP})@bc^(b5MoRrL#eadkwsP zcoj6UHEQC^%gx~0B={JUza%K=o1B;PH|+Fm{TP0Bn$8AQ?wpgbz<+gVQtPcrt=A^8 zZcAbGxjGeEipw;YGNcE(ff{qSv&2#n&Oha(d&)`s6jS%61B;+dxr2`vct?XBe_ob* z%_*kUh}Kp}>cX(pUmEWq4NLAdpw`Od2iF?bcim>PKxun4WpsDfhHf_GzZu zn+{w)p7FYOJE$wNaWmh8ss7o~XSeBW(B;lKjd1$3)?3qBuT5j!mI_J>`?I#CwoHCd zAo+aT)tu8AkOucQSl(PK=M`;sWt-1@lTBH!m$MFqAIx3N2?@%nk9@Umg^EoVjUOuNw9t6kf!+VsPd1N-4d{+!bpCEyl4%z`y*^>S|p+%}3mQUg++ za~kG+Ly7BGnQt3OK{_tFh?s>q=l`}W*V|d!QkicX9kPC`V!`uk^BrHUp0Lfj(l@5@ zqWG3~tFClZwAlt-kPEwgeZAF5cyd^zc7zS1D-?6#Z)h!nW%mA%>J^TUNTD@yU(kaL<%AS(PGXl2MT&w@E?m@A%MzJ(q_mtIBO+7xkn z)55K(6LTdWYCrZZxSe&#^FxZ|hZEa+K;7i^S3wd8|3=*2bmP{h6Wc%)Yc-o+Mfx0; z*^`@0Xf6y@8O88 zi*ikGgUvr@!O187`1`99+j`jkgZt~qsrcxvX-BV3bA_bhu+6%l60Q4Vv3m;EERvLa zIw||K(s`6r&?9e%*WEX#fm+?5!YMlJ;mf2yn?gg6Y`dy(8QgJ1b2>Osicf=Dy7gCc zPIIUqe5M~Adi2sZsT5GV9^^o1>ua@lG$LG5qG6ryzQZXp2h#toW}Ep9pI>{-LB;X3 z(289>$0UCoTHCfV9VJKUtd;YQHoLY>XWO=%lxVjfT03kTgh2(u!s|27ny-|Y71j^- zz}6~|EM#N|lxNrE&fIkrT;k{|@8L9yI=gMnq02`L9)!C74!3Rc0T14w6gtOlP3v8& zD_xlfPBj}YW^GFqomUmx{ZCEwSiI?pE#MIolwx5`?#&ywHi1%;_G8fC5J{{uw~tzug9W61)D^#_!wAm(I>6_R+ut^s-CUZPPW6G*SKX52troM4?NDL^GLdGgQKUhfY z4-XeD29*ZISxi^n& z%Sl3sfmOLTuiV;%reW{ZSDO~uHu&e9R@;^;d>c^@ZAlHzJ-zJOG~XOhvfeHp-BNzc zvtWnBWe#CoWSDHR#55?zP+gvCDW|jmKvN5 zwe%LWnCdxpS2omjx5N*y+s!tjg#XoTIawfI^?V53@G<=Cww?kZnX1~73y_k3_6@L0 zp)J){m!|n{)twy`ZPvK)*TEmFe&B6A8BC_@P z%^mC3fd+W6ss|e%_)GByC_>%9>1U(yGQn%2xvOu29HWMkW0u{T=DSvRc10dIzABRU z82edmahzVW!_(C|xg;stY$M1LXbxC?O;Qik#gh~z6XubXTieQ%;q`v3c21g zkm}Ez33hkdwp3%3)K;8(`pYHo$ljh)_76dBe|do|xv^&^$bmSW4k>fjrbWA1aPrMH zbaOz$+$e$KoqKxPHINKsIsn|d5b2RO zTn%nrh;2*7pf5rqpAvep zxAV->xTQC@PL+5F8VCHgIV8z@?U89=ow{p|h!w|7%Iy z*&A8UT>aep|MS;{*Nc;;3H&qJ`>$-*PotL9y#FsEmkEN#xU)UHW^TJ;l$)7)>yT0J zhtPuRCU8TdJwfABRf*!ax3P@e+*?~)Z!w*F{qtCv$Fp_)hTj%m&Zz(B2N_1;^<4RI zTGV0PwQbQAmu?-B>iYm5A3eCZ^zpVmd%OP$-dTEtgLCx`)|{K4d+$!rnf|Z(;J$^t zoZL3xfjC}I%@5O}9=wdbygF=)Vq)X=4F@0%{`}S@Qg>gU-xj;9Cb4t-h9l7jHrw96 z!GBWb`MXP!?m}VpEuiTFsYyY9b+`VCj{3U2q3-uW>kQ{Z!cQ}vTR&E*kkR#2C_fwZ zTxHFFv1|3*61$#DTPwbdk2k+;^zGL~B=>9bPLGm$6?tWqXs*YPwkxem6(7zm6#8S8 zC+$8dtK{#B&93i*l3H4hK4i*!|MOU$$FYU-&og8_Bg}V}_E#yZ0UmcLAYA z;JFs52?1;>R~Q2owM35zw&ZO~-NR|d&J)P zbxgT#9_zWxjEt%ze}?USEYKb)F7fZtTsesEC#~c;8Pe|ZbybLjqT*hyh@~8$p+y;| z%`z>0?~J1Fn=T2rzroA-@~U~6v(WPQ@vJ2qr|RE(2^j@boOyb}nNp7skmH4R@y~?y zJ8vJK`Qo(yS^0yp_KjvLOTt;D6=y1{tpCrMe4+U^Ji;gFqS|wFvC%%RJZC3R+h3a7_vMRU&os5m|FX=QP_ib%I&96|qkNu!f+dc+Q>o|z zg!?r`v%|HotqWZvs~rX!wD5@7DCF1VeBCC<)BU>n_R>3Fg)^KF&DxrL_ExFLB#Yw< zFPB#CuUHO=y0#@(*2J!j{HlI2RI6vg1)d;S-=^nR&5qgoYJTtN2Zg>z#MZJkQM>Q) zpES{1pHN;~&FN!p3!YvzRau(#HtXst`A1r!ZXOX^h3>IPD<)ozdRS-_Q}g#z^7`wu z!Rcp1-rI=nWsFWnd!MuRMhqtaC+M3;(&F=K6J>jv3lW>$IsM#s7 zc0$PF-Fx&bZco@y@HS#cnNEzg`;NNyly}RoKMh+i9uvRkGNk3_93*vpo!PqB>=Sxc4oSImb5W7-mt zb+NiJU)}D9YW4JNC{W$QX=Zfj(AGnjkM7#Ba{22xwz-n)=R3?66k8|Def^x^I(uWI zlEVULm^rz_VWnrx?x-DQYe5bb+Q((ar=k^E+zitMDhF zGQ1*9`=Rd!L7}j9qVv=qU)fssb7_9w(MR9E|41-bSrbzozw_92`~AzgU-+{kMWxpD zePQcrSA(1gib`cp?eIgM?DmqI`(9nFm0n{8(iyhSR{Q$B@O6cfy9#;c&Qq&JbHJ)e zF-s3|aB4#W@t9|UOpoS;ucx{G!K5V6dUrc46Hn`2j z8F%H=ov(MdGA7Kuwb}1&?OZFp={Jsk`1Re4VNEdS{GQF-rVLB{-e%8Tb$L_xN`pQj zo5rc&$)=Kw#d50eeto;evO)Xp&8gq^Y0K_k@3HT>?6yr)%AmCdlUL-e>zlUZr)Hkt zw1s_sWh!_YN%q!){k!gbeY=%2LHO2Y&bPI~zq}5-{!%7Y`tUZq?BLY!&4`~J@b^~K z(nB5$voFl^)d1C)GK)$Rqh?=Nuy}HG?#O_b9VQEF zbDc`N-h(3RM$5MxC(t-nLh$tKi(fDD>)8GIcXiDMX`ycm_P%$FSDdNmY%l%&=_P1$ zgVR&PHe-eDigR(GwG)#B_8Hw{*{-NKhsFO|?ar^aU#G=R{jg5e*Mq70!T~vxA97zx zj~eQ%citYSja1{mbaZ~}==|D|x%vXbs!y=~n%VoAtK#djp6$F3F8buAeE8fucY=>| zdEq*5rs@D_hJ)+%w^gkXy;FDh0%)$e3TU1M1SPPrj!bVq(T=2|}%8%d6&zY%QJ>5T7 zFSX#h{{mi+>hqwwtL?N=oZI8yZLS*N#$($Ok%bGz7FwAXPwfh8VVhU&Rq=Q(sN}o2 z>FL+g`_BpW8i!9?+L)^O@VWGE#h-TCGn)#P%M&8Od3}wdW@_e&)Rptx)&?cEv^<}8 z=^AK8?$W{jvyWGoluY+qzVS|}dalQfpQK%3LYM#Q9zpyCa-~eq9Op zedWThD+lbRehA$lDD-V*%j5?aq|JS=F6KUa@EJJmgsp3tpZ}&!<=f>QJ;(HaG)~oq zx;$jv!mxDsz-2z_h0tI%UHv}QXq#*?*8$sZu`2th@G%Hmz@QWc*v6P`jno$!0klB%C8FSFZ2D!fxuKYZ@pJE3Iyzu$c`(i+Qet^^e%Et|Vl zRh(DGv`6iH^=jVgkS*>)pi=5OFF4)LivF2zwaab=$FA4v7g|yho_hWGd92Q3+4Y5I zcWurCaY1V_6g8*54$uyt`)IdUE7(lXe902$Y`h{he#Pp->eve)r*qPGa@t>GSoD)!t#|zTVgh)~qOb z>|gcUci*O@Bs_#gS?lWn?(kTn%&A9FYI#i10hP@pzOAlF0`fw%~T+e`t$g3ake0h32u)cK1Yfz01^~B5j z{c{YR4jr2M;UqZKa9v+0wytXNXHc0@QTB?#uI%yJ@?)MKv>DtyR!yJZv{8v=@BZWL zyA=~3S~V2B?e%10UL6L`vc2vrquQgkzRK-f9U^gDAZ%@m`9U|Eh^=8eVryP4)3-l= z(V}fbmTbgUP=b~2SKMG1=TBSMdw+)mI&JW z$41JVpLb0Zd)Qh?axFW(B|`fy@0ut`;jFSWOE&B3s_Cy+he#+cY`^;%G`VZ+*OY9M zw|h;zozGhvA*lzCoA35)$do;><=f*+XPu4b|L`u$N@?-ce)uNoq=$}g_8Q;SdMh@1 zxy}|m6n=263#4Qk!OaZJOz}X{MV} zRckWeBB(IJ9 zdSknnt2A=yR`vMS_Ei$UL{+a+w-VN?=Fj);GIgH1?T zZB6Ksb3Y&@L{HeE*$K)jYofGmN{?Ol4c*AIdDWBMQzR4zS4U$-K&9LOJN%ZTh zJ#V17Txn^xZ1(k4yNafADJ#8+a^J8NR3Qq<%yR#6cS%y%_uA(V?d@*#a;&~481h|&+3|rf>x!Y7}X_jpE)m6n?!dDt79hw}O37s~)7-hSl?x$n8-QLd- zhsVC=SogJh*P@@@XHTqxWHjZVRo6C#txaAX<$htVJ&UwE$jtI%p6v2pS57fsSs{D< zcFO@!UQugtea*4xYiZ=;*q@s+APKHx%A(RWuB*?j1qFE5h74K9so;FJ;b+PFRY@1? z?o|Hh=Py$}G^>>5?5|(@^ET;cMr?+Jmy6d~t824Lb4*{Km{t1Zkzh zaZUU_^RRP^8SU(DoaKnVCaClJPc6^PwacA*aw5UGOjS8JGjjQ@O?_)q=ib;Pw2v!~ zUl}}}Ex~g-s{dV4=KidVKmGjQjGRE#sN1q1yVhhX8*NO6xw@}(mF(*)R@XXZUmxk4 z3LS1rHaO$)_fvD>O>a=qA}tuUMp)yTWyy34mgL0FPEknvA#F*>n&7n&%fmMMt%=}_ zXO(Uj3|j+gec1eYq9$7S?o0lIb=H~Ahq@qn?9BRnsn-UFnqXngb#0~CnyT_sTB2?) zKN3Sh^@vNvhOmk`y)Tu&o<4u}^O|?RIJXEU9tI~+muc6R+m@cbv{ex#0BHg6z7CPT zw$gNsur#zpR>_IbwlOvDzx(Cs^0?`rKn;kt7Fkdx-L3fY*iWOgRWJTc0yUnFLmE$3 z*H)IT`6bg2PUFdQZ)_BTOel44njNBZOyBhD?|kJ$eIV!0?f7!|Y4yg{j`gh|69f~% zCMXAiO{lWJpe5?&QepM_$mK{->-)h4$?t_>qTQt;51%rrg{=YAXKqWfpIiCogo7i^ zRAy=H+^pTJ?q69QA|Y;)6V3@>wMH~Y#vx+8kYCgO>5N&%LFbcmuSWj;ce`Ul9H?y2 zSNeE~^|?vQS1oX>&uz(-)xm4Szjj)$4v`Q{+zZ)$YQfpJOnl|nRre0pT<2eKmg9Bk zq4Vb7jE(&7dy8*<{ls?-#NDdO#Vf;~N3Hi;8#mXn@SngPIXB39Pa&JKV{5~|p5{O1 z^zkeEg_M-Ey`X5zbNltKx^R~F?@;5-@sJePGo`L{-QQJu^?N{t!?)G2&h7D?d*`f- zw|jN!Z~0$_TRj`%L2fr!UcdN+N$a|)>Bhf9!R?Q;9xubwch27Tb+xg@Ir*OTO}!wc zb6EJ#ep+T;`}3TI{7U-)-jphsr?Fez)bw=^wSXrxuDN?uOM$Z(qgS z4xM{w18AIW+iK(U@v5LTqi0Wch8|sG9((`m-|d2l+d-a>bBQ~?r@J=$-kCgDn%{MG zXW8ni*SA2)<;L1`Z^A$}ClnX1UX^rl^5Nb4{+lVi2?M#j|HL1w#=K`cK^1w&hGC+jnb&66bU`%-O?bcFy(2S|Put=jVQ`-CkFDdjI7g;4=B?E1sg#pK(`z z-afQlG7(ypOKOU~j?uohGjxry$0hlu-p`@)4tQ0h&nd}hF1;JQRy5%bOWgkdW}q6{ z{{D?#j~UOFZkJnRzBv&RZ5>nEO4sqOKDRp(R2xfQo5`yUZmq9z=eV*s+b{gxFUBok zyM7+ab8GwfJh`?vTPkb~EV*txw>2qr_Xe-lkD-UVO4E*df#;MIrS@OBqF;ZpG7b{w zNuW4aSAO{E^QvXn_n*?gxpE??NZH)2s_eZoVtUlZS9e)fhio}MkyYo#)Q_Nrpd}g2 zg@M7LF12f}$KJ0Op4iF@%I(#HFP|r@+p=>5G|e?ksViOi_tm9eS6O*p@*fL7=;m-^ zy^x>Pk7Levmn2z|k2WmztuO!FqG*JEY)^r-c(Ty}

  • S;*W%-__QWN2B)1wTzjNGzZ4!Q-p@78uJgrSml!w;zz4@%rtZlvfIO z&iL+6*;TLmIa;H4o}^;IJjH@-0v5#_b2yj7+XdGB%Y2TQdpMo!-gF9l2X(0TNV68rn-4m>&;IB9)Byd{b%j0G>sx2&f6tjVk!iZ*WF?W?pf+B%*#_{6wb#Oj z9EDhazeTL{Es+*%dNR!7eU032R_EHC;83W)yolTO_cqQilZ;)Bw0xg)2bJb~_vwJn z7m@61e16V5PDX8p%BR;cB7V9M#~nYwYG80SbH3a8;#<=%dW*fDtFv*=nr&}p{MvRt z_>1f0ClTvX#P6hX#X!sq1)t#d;p~Cdd^X6cq4Hw=2j+HjYfkFU)ttj54t5UfiglA_ zuDb2J$Xo7phRxc2rwc-2r~F_3ZsYWe3-(=^FEr!R(*V8{S>{hG+;^p_ia#k=PyVnp z*^MhEjjPA*UO*yf9!OE99CB#k^<6jE4DDmJyIad13hXH0h_L_-_MbmjSIepLIC1*Y z39%W?_jU`V?C9{-6)VjDfBMDOJD!18F2$Hyi{0P$drH#lSn(8l?w#JpdpLHS;gEQ* zaMxj@N9qs11n8ojXAkdY9W_yWFmGebTV~MtJm7P88)EXGt2*r3{#i)j+3iZsa;E=9 zaZ-W>GX)LyeFSY$IPCov-1bhlVA9)gw%pXvmm}hmO?MiX`+-*F2Zsa;7?(&dQo6fl zXPVLX*EYR&DeFb;j<5voysh;A=&hZb65iSCZ;39l__(+C-fJ_v=~Ev4xNzzz+g>B3 z2S&z0dv@o7y89rbpeMGxTpju?ruVwOR+V^P12;(GLDTK3V4YL-vFo}5)}(GwX!-Lu zbx7@>^DHoQ@#dx zA($!b`&tgSTN`vh>qO!(d5(Vl*j9n-_&MY-+2kNVMn_$^;Jjx zYoCCL5_u~OrX@bq=eX?%J!R*1((N;UO4gd5PSskzf9mD?r(Wi}&Z#!m4?VKk{Ik%j z_s>)>{4a}JrTlNL@xP;9e$pB_|Du1YfeNOF;J(<6touf1{lm|!z7F2L|7Cm8ujoSI zf=Quk_c{4poO(1c=SsUqcG}hmo^SUKTz6U@zV{SIaP`aDLNn>Fy2od&&T#Hs8Y8!3 zt@7Ws#(&q|i)sToK_51&VH18Q^b@a8q^HiREn$82+Q;`#eSDv*;+p5P2UTkqZo9DS zsnG)ewHErT7d$Asc&hZ8@wT3pJYKF%a+BvLls{h>_veP!H>2QFt90Vkj7yK~FFm&3 z;s^K?&)tZCT)gtxcV3~rGRNfJte5!@u|>4(>$#h4XX_pLZyrm^VwzL!oVMY2{G^#y zm+o6#j*kfhHP{}`Mwp@cck9phDx9VY{MDc=4tA;N$M<&)CfmuRU1~q<^J{xz+LQgI z&-P#abpO=PeASL`-R;oLD1VlTO`9oaH^Vw#?ndWUp6C0ge!kCD6E86z98N>{nFnm#Q0^EP|OIkJjc(3mjWfF#?)AM>C7DF4S&Kj)9_*0k-1jDOyKBt2_+ro-gP z)2CM7Jveoj`25zco##PkM`?dK(^0RTGjZ#W?H~i=ZT2`f->9_V*rm-9-Wjk<{>4BF5WJr^*0kW!hXU(6Zvoe_u zY!ZrpV8hp-&3<4i^8>CUTTd#j*siwH`HRI0`(7K*ApO;|v?3$cEY$rJ|KRker5B!r z#{?fW{&sdr<(w?_8^-m$lHb`NrmsXzfiE(?lowHhyee7X)gp zG~DiK*l6_|wEL;ALHa%eWa9f;{G_jE_AuVKQU%`K=GP#ten7Y8h2)yo1+Qm*SeU-y z+!4?kr3Yrp32V0R1vNz8Gvu*6g7)X0iLq~azI^h-s)v$boxQ>jz9}-Y{q;Te$B6fx zfWfKtMrm8lbbzcbWV-{ZZv{aW;Wf}PrYr#wp4oK*&E8S?BU$;w0{CbQzY|1>$P9|+b&XKzY!FDofr}pz2gS8&JS;ySk zYTWA#tG8}cp6mX-E6vkfpG6+D8o>F%F~tIAkLuY>$)*o(i%6JB-d}d$gTsE`MtAVS zhzl8@Y0KpYz|8?EzsBe1Zog7G=_#~nXB24dbEXAr-W;aw@j=)3FZ1Ack?H$PrpJ-H(RwolU%MA?`+WIn*K`(pha}z0maOmQFrAlwV8_b#H^^&z+QAKvwe*|-Kdb98Cjmrs* zp1SzTzAsBdJf+NWeu=Hz{%&~BeC#(XZ^!3XXQNtFCegFeYfG`H?7(q zuO(Y{>HMv{`7iU=XR}|Yzp(2X2R*P02CXVtu)+JSpTT=^e#p5~pFgA)x>Qd(aiDiw zRRj1aUywJ|e<;s%e!cai)9#Z630!6NzReP;FFsfvpR)LH(L{Y^e$A^>z8v$4%u1j0 z``)%{!~C;GnweK`i|OCb`VNVWr&B?(30j9Edx-md0hdj=-hR#QbT!Ws&i;)ypfcC6 z;JL((^jDI*MJ1%}RI#0Azh9~Le|9?9r+0K&-?be1$8No09%yMAXq+}C{QA2y{_2sN zYHwbFgr#5ObN&zN+GSIgT=b5bEG4(HQflvS%~vb=CQNZFj(#n9;D9}=xT>pWtdycy zy?&j;wJt$l{u1}_SEWKWMGx$X6MU3G3wb^i9e^+J-I#3nIDbM*f}g4l_;|bnbBjR> z?I-SEqHXx&*3)QN@p8H5xPAY9vui?9cQbyM*^~4C({=xhEIhEl;q-+M;w`>qx1 z;T?95p45Nh`!<}BF`L%N|3N);`d|OT=hKSZ#lD$Ti6?thy-&EzWxA~G%4w4euQlsV zIZT;VjU!PYHNIheiKRe*P%F~yB)BkB0&emblKP*kx zU~A()5PWO-L}#yT-p}4EeqT4(-+JlA3>z!8^L>UQ6=5?%g?Z}}|6enl!gTpV=iK%L z%?~=9J0EQN09t*c!3wf|hWEV`-8n%QxRtc!>}sU;PS@1jwa)yp#vH@tdA|P@!)i@e zzL!2bbI$gOr)8d11%A)+oqd|?(j@i%X)`rf8Vg8>Tr(13f==(Vw4GbMa3W|yNHmv? zx7f6WA{Bi4I?UDiPk+bE)~=e{_s(X+G)9lr?i${gqD(h>&3m*qy@9Da^3M6*w^hG) z**bUr5=mXQ=4|`BEbouEOiE48?wK#~?<3O=C7DP!JZ}(w74rFP>lP6tSI0mu(j3 z$F$8C-!=+mOL;Xu|8U4;$M-(o_h9ld*f5v zd&?So1daCWc(+OK`KhJJe>@uh?uite{$Emc7cYH6KHS^4FwJZ0}`7Ag-^JEpLQ>W825g)Y^clN{-V}d!#eRNXciK3w=I8lex=uM6W$81-$uVqPx-b!b3?}m zSHHexl3=Iwy_42jlWD>7O@;}wmFem9-4f}~_8t(O`~f^+TCr+UcKmV^WsYyg9LLNn zKpTc$ls&NABa!Lx8oXRH0+1l`y!W^$gouNHQBNsl-tI9-`{_S?2o*vrcJ`z zFAGn2cHhrmnd_S|*RjQ*rb(s+*S8XT1JD^MPCLF#O<%UWJC!lRM*ZNt$qDB@H?RkI zU%s{c;^!^jQol^!^K^ac29po2QGL@S9XHH(G!WYhZdy8Sc&-3B*&s$d-0a}xs}1Wb zAk%dT=N&h=Z_ws`IAiv-1=qbguNfUEO^x}K#5D7AP0x-?Rgrt&z2U7gcAENXOa!mK)|IGKzPNSMVV)k_c@HWYKzAxMGcP~L zm|@^=Id9p))Ked?n|xrdxb(%0S8uXf$=QzP!#&L#T~33-6TCeg5}ubX|1T`t=DF_k z4$-*4yw3Yi;_pto@=oja>J$IA3v38p-)*s=?~V1$Cv#6SX6|C0{6JY?ONxJgo)kxQ zAL!JNd5;t1?dE14YB%=%QLv2jzuDy;iyPUCUg`3Evr(UMGG4*IrtNWpn!Lhuvy;~@ zFJ8@8zslTT<`16b2j^W*=r`Hn(&_i~q4%6y>u+tcYtGy!#PygJ;aS;=Q(m-NeR*M`%=>K?+vA6uM0L(gWxvo^D&^Nab5HTl z1LxyDrJP>t{(iIW;T67WafdTEJU6+)T=TZTewWauc(LO2yLWH2&wHelr||#BUbX91 zyvt<8rw2`vurA-1UVQT6zA4j+_Uk6S{JlBY=druQ8&jTRzq!M=Y_L0=xZ$}0vb6XaKT23%Xb@Mq zqv>eM=Ocyi8&#*vzD%hMI;yy8^VIGwCy!)XfDVfJ{pq1gv(1mJMF*9RgbVYE&95k4 zBw4xPx{XA3>G}l2$T?tDo3B|<=YL}}VgB2+Uh^YF1A`#etcpHa$xnjX4?-BE^qk!)P!R~ z=7T>5yeXHbh<`j8mr`J8`gi`Zd*79ME;-GKhGOT9#6!375i_pOUs3uhfDZjOB2 zyZzqInuO*pDuw-lEq63h?DR^KLQQ!D_0^1vX=UELE-<6g){x)}>W$@_1fP}s;xQy-ci*vV(Kyh5lw#{rWkD6vHf$mX0SwI!37Hm`!rYX z*QPS;?0w)g%COVtUH4_NI?W$e-`LcImp`a znd*%b=k%A!T|9h4{pRuTnTLN>DZlQkjqPNfWbtylXU5-4cRpKK^w?Nr$jRvN^UYy5 z{>lBM^KyaQnJ3Iog4AZX^{Om z@;A=gR{wJA$$632)ZS-Ve4i=E&feQRaoW0!#M-vU4-OO>OfJ`xSC}5@wo`7d&5F+R z1yV8=ynJ)m*iZ1bUClJQ_=0VNm9LuAf#X%Bn>y!NC`8OXH#hCcLB>@tqvT{P_|ra# zpAcUD&}PO-_7kRwFZblj#P&{h%541n;6P=;0~-ql{#Q#^?5fN^O zpXk52zl&%2K_9yf#rf+l{&SlgqwXHgwESS>tZ=-Uctvl(+KzeIZkTegAWl z!XpO*A1B<2UXzhHr|o3CLiF;)Pv@R8KbfTNS^eXy+VOwN%MVVx{NO}pfy=L3-d#u3 znszwO)A7IYV9KID&rNPL6fanw8L-&rg6fn@_j}quGw&>Xaxn07!k$Nkpd|U_k;N^@ z)p9o~3np8+opO1!&r|dKiN=B_4i-fUGJ-db%@GTqYvJfMc}-FB{HSmH%Y~-}eXMwU z_=dH3(tggxUKyAD)1&7zKDhI?uKS|b^S3e_#|1gu&xRP97r1i2Hny>!aZ-9ZDEWAE zWH?KuUgSBxGg1CpGWc{5_XS(;wJwd{8kAzj@ok;smU1KG)R}2n>iT@%H*D0tZTj^y zCUujioo}3V<6fQX8(a6Bc%IVv?cDWcf^6=*&4!8TtlZKUT=<%2?)iAGTu=VS&Kwc7 z?#YV|UVLZ*O7x&~YRTKj5Uu$>`5N=p~|)P~~^5Sjb@E=^g`% zEQy}0Yr?l|&^sL5JabQ@O`#-TbLsQim)q?Y2Q_zhD(5E{eU#*DR&GDIvBu*3g1=X7 zf?wDe-^>;_J3oirM47u!YWX9n9gA8^rOq`eFWe~&K3n<3zWb)RbJI*->i<@&&IKQ2 zGI4XlU*0F}vMK(%OOo`X^Qv7{Zu4?8nr;{t$O}EZFb|CY~0ng$GDV7C~WI&Cf z+gm$NT2JSn5Ip;gaaGCIq_xkaXZXalB|kV~Sit17db*nQ`G&o5v(#$X-soRflQ};- zJ6OuF;F5$zB+ncRwzN;;)6FNSgYKw%w?}XC-fc!7&)(Tv#yq+6e1X6m3l2Yqtjq69 z{nqY~sglU4WqVtD{(AA>ZL4xtrP%lUy`-;FP^^2F0`0zYuu_0;a4xh>vp|C0?qUT+>2c%5he@b}+$wKy|{*e^2$ zS=4!(KH7Zj61$de!Qp444Q)-$EJ(23wQu4wiwr+;|2<5%^R1HZ$PxL&02UtTa>>C|40!Y(~gAD^lVPBnY3e3>sQHnqGzJ=V?ZMcC*s8FPJfx=`D&}c+RKorkzrZhB<%QV>N4+F zJWC(Udz>dV<^HDmp@-z}$2sKkiCQ$yInQ6g!ZSL`gsk8SVRN2wC{z_g((%!bo4~}>iG_83MR5M|! zgW1KiUvF<*d!2!c?~z`&kL;r?v-CHKZ&KAStk2^5%TvC;=5`hDjqdiZ#(Eo{&zt`F zaA9W3LC?(zXI@2IJY>at5HzfCEE;@oVE5zw2akxiKY0&stANj~nQ%4E&$QRqbn=2_ z8&@7ni+kAcC8Rh?N4H_PM67(|CT+|u_zXsW66Dv z+wQVZ)>Pi|^QDJ4KIOepz2I^80=xdlW%I8rZe)98th+_Ei~WeeN9K9Q>|AEXA30wo zGUrcaz+`ucIi@_vs%64AY{;K$)P4|l-~3HqriVP4ha=YfWK#o`wHCz^a~Su1TV1JA zq$5;*tx0t8yJP#V+e8IrZoF=7^x;S1n{FTP)0dXtsoVNnMP1^!vhdmWj9SxGFXb)o z4wg$SxMm=6SuYG!C?*y>vpnc?Z)Z)zooOdKMQwLkY5UEyuDOcB+4%^XiYIK7o~Q{VmA*=}He7O87T_*_$iS8`<^CP!tSI`X~X zk`*uX)RYbX*gp0Adbd{oaNgBKpK9}G-lreMoYl9~S2aCzrD_J7=db*gM3)BC|T`QNHbj~<*U zEO=&NQ7kiu@%=nk0sZxkGG~+)v~PSac;WJm`ECv`jFoxMNljmr4Q?(n+(r~0^{&aa zX(k_4m3HlEJb5JDg72IRd-{RhdMD>?I}!Z$=^NkB_q#I#vh=?NMdd3MA3u`WU|t=b zs`R?Fru+2d-@b(oSHF5|RbL75-v8+Lm25Y;Ii~!_RO?y0PkuTg46pMm=iJ>l*VO1+ zhihJf(MKup-7h<9EG|#sPoMSap-=F?Tu|@%nu$dCO;H^+yTh6AKG^xhN$Z#Uq`W=0 z+7YBx(y!Tg`9Vpc!qn3$yA|(WmRYs)(YL&}e=mJr7u6?}pQ0oC-{9M$n7y;E2^~?t z{bYgg4E=rb*ZW+PbZ%bIeO~JNiKBUQ+d+%DYZDAVO3ssj)=&n``jcadQXf4wx@}!3 zF~^eUoD5rf!g|MVzM49FGfKGXKD9|pwajz7++FnT?&meXv~QeFxqWxzb^F)bdwut? zC4Tr+-Cs1#KJJX}e7SyYWnR5mY>yLXiR!GmE;3INYR7?dzeArM%bwzSzvb4Cvb#~p@V1rc+nJ?^pHSE=tSukWb;JZmC{xNpnHpng#uwPIfN zLq3q!@|!(6!n>CH)D)g`JJhQD@X*A9haNi|cD)Z(>G>8u(cnhB+o6R2c`7k(N--va z$0X}O4Z}TtE{Zt>jf%jp7fpuRppP3ZWg~j zczTjSXNHBK-W(2bzn0VL2fpRKxnD4=f5PX>CKb0cAs%l|(~j^d^S5!{QJ{1Nd?oAW z0CjW47Z;aXX?h03G=DY!@wnR0W&gdD!mZm*rk=`}zo};JgX~DPQa!n2`{E03E&f|4 zqUhoM+Sp^o+%*A)-wh)6e70F3*;#PWMS_3YdQhiL_@UE`cgLR2Jbjij7#${QJ1rKi?Y)xn1d`&uk zZ}HCq=MEd)w$@a5WBcqhC~SZ&j0e7k;{+J^lxvkv^byL4rr!Hz76o`f9M?#|O6?j)$?@A(Wa zOD{dS=9v1(+sz2l2$G1g|@1^Ad~-rTdz-j~^7hRDNEmWBT=oIB%x~?U@Ih7cAdu&)s+--AyjWl;7>cR#3A8 z9FmZ+m3wpc{A3f3-1G4|sQ+`hKrY6T|JwZry*}{nm9) z?IZW7vhQCKXL8e7Q%nFe7?!L63_ z{Ar)qJ{`%l;Jr5Y_V?@e6E4;Je3Ny0YO z?VFYPYX4aiWr1~49LldE4kkS^v2mVpQu=+(^G}Iv^6KnQr*s}Mk?;oP8xt9haK4tW z<~uk--XHsC6Hsf(TgTA7W&W{$CYRWjXDSQiNpU=G*$EmcbDIG=E$kzBj4!4xWg3U} z^IU2nK>$`t=cLn~_JbnLXh_TVbWit)_xq`cs`4f}Zn%}E>{;6@Uw@SKlV(O*W z*KUe)_BuoE&xojJE|K*9e&FAwRGVVS)88({?LLz!bH`2YjtT##X%_KH)lP2QT~^Y_=8&mKE^J$7WO+|dyN1%}|W-$$Q9?;Ka% zH0O*77w7dBo#$+7!rLMDS=hN8I;)V#>3_uH)I)xbXSluh3LY@t?PsT%PU^vF6T| zwV;k#xImtbBcu=YbiGyN{4c&mnUh}Kv=Gdj!(r~%68-N&`loig$@X7o{>is97J9g> z)8OCD@C`G3Ol<6T6hf+?GY{^n+zg)iqi*8-QYl0l+mYV*{B-6AEz6%lpIn^ZOmFgC zRn=tMJA3}IJKtCDQq4NG_By+@zR@K}Ol2PgMYi*Vx8l>y_1?$WIrNn_HGh3DcYciB z4GX?J8Fur&X6Xyp-*_+oz0Y($*Sv&X(!W)|PVP4{J^G}0?$rZLY)g$7xNb{d=r2Dx z#QzV&%&F7Drajwr`pfPk=hA0Qv@*_pR|05U9;H?bwjtADqfv4ttJ1Q++_XG;~uJ zZc1Ig&~Zho=hBYFUw4c637`IKr10=x{FLhwDm-E@Ohf)L-SjaF0X6tz=J+0Jx_ENl z?LF0()Q)BTo9sWw?ewwC2i!4w{>T0$RXY9de#&|Fe$2d-KzUoYi#K|1Uli3{b38y| z&C|}~7eo@Zt9cN zS}wEa%}(ie=jE3*uHPH5eEQcl@z;~yUo>F;wCQ%AQFrJ1(D~=L-4@#3Z})iXc?qdC zx@WjqUL5$vb5;O+Rr!I1C-X0^@x7(8OibO+IrBsPrMQQBj%uUedQDaq176E?QJ$WiI}w(rE^HJjYa9sf_|bqEcH=9!b~Wz4qxy`iEcJR?k$cv$%ZZeEO^(`NqCdd(|@68`?xf z`|NRJ41aBE;yMGQS!Pf4o89UX_l$PF@SN>)r|naMuKyjjA9?+C(fhw_`%>;Tc_mvx zu7GlQ(_}TvThdQ`{(m)JRH*w;?T;^0;tTty*FJw-Y~s1ReEk#Ee!a_g-%Xnl&3++2!FI9bCv(=^QQ#H4y?(@b1$+^oimK$0`MEg9G zoTcCcD|r^*OsH$_^q>6e+pUyGCSXfUX6>KnCZNBZQO3s^)aOzJ^|{&|UYL}YNX52@ zpWeS7R1m0fWLIvo2vqQS%KRj$;GlV*o>}$pF0+|Gcvufb&HLe#D%|_9Dx+Vx*YbD1 z-Gib^T={q|sK5U?L#v~vxpVsdzRJjzzG{BX znH#35`!T=Vy{`0#KA-UP3lsL<@2&kX_manCt&5&~SAX$*xv#=^PWPwU=ez^e_vUT; z|0cD`^ONM(llkvT3X7Dv%XYEo=edV(F|a%QM1R6to5N2)4b#%1?_524QrAkEg zZB95IxuMx7=4b5kxVF=$tCIC}cS`@hzjlI;?^cnU*`2FrhDhaHEZ@KGeCopeD>rq{ zJ9f`=$DQ}D&u+Z0RwBi=TaexQthZri0xP%mMGHh7zBAu!vfJ!0#tv#1gJ=8fY5SaT zymCWx${lSF=5Ny{u)SHY$ZJv|erd-e-ms&Nu}b z@^1HZ+PQ7R@iTch+P_MiYm!Yr$af>J<8RTOsNbpix!WulZ}ZwtJDd1&=0efc<+eSw zXS$~gM9eYr{2!t7GV}Q4;?;j6md2;}97%Q)d1Jy=CdO)gs0uXC^`!H7fykLB%qcTJ z<#McXzrJWMpW|$wn6||U#{)MozgxAK{k5S(Q|S+5&NMZZ87=ny)(bX&UN+Q0EH-Kr=;2Tx;qdzc`ZmrrYbd<%Y*HHwyXQG+bU5Q!}x^`B{HXT-g1! zdtD4R*-rONUa5L>@s5o9{rTU6^SaO1MShs~Yx&0aI~V`8Gkt%1Qj*R5G&g}aCf-M< zd==GEJIJ$E#PKPw{k>g0><9TY-m54(&Gg`C{CI%Zcg^_%fj1T$WfPuPOP*o4zLzI$ z!T-|gFd;PM*3mMLdQ@?pWPR*0kwT;)P8)`3kjuQZFiA)~vT}N?7i=VY9-GLV+_+ z^e3nr^RgfGv2)OSX7a_nZ(UlAeg$|62I45mH{Me!)V6D!H+j5s)9#J$+vj+B?k)1t z56FwRXsrEErv+>@z#XbJG1(%}wb>+i%_N-K%39xr}F~d}{UM z$1Ud^{0jJ+oZn5adH%0z_YLi-ZznjN|8RO!hS!|ZD7LUiiw|b+Q9Bs%BaM}t`>TyQ zd1}hrs*;5_58u9Zq^kG1%8g>7HxqZqxtJu>OI}R)A1=uI?SGofV|TtcrtHT~ zr-G{O!6*`ZBy_G@!bZ{IH1Yc$cG|KHvGjHJ13V7uJ?Zfnmx`TvCdqT?!0cW>11el!2~ zuZ!`DH@G%r>|3(b-g)NCuJfmt#LUW7co?MLaIYxi$%5c-${gRMSRPle71dGe7Cz6F z_UV{4cqZp)$nHOE!uk3C_coq90$NBT!}>bEKydM$-oL3mpA3BclBZ0+zu>RujMhBk zO9|^U4JNGzw=bmLSn{TQ0!^^JeCFA&=Mp0X8XJ=GYqni}@E7-Ik#QcY#TV2-dKPZ3mTF32g2ad5`|Dz)0CU-}Fht9w6wpW)Z@ZQq@ z`|jkFBZreZroFbwZN4uqWx2DC*<0rP`^DFLTyA75_1sSe&HvdL-wpE;};s-JNoaFRKp2f@te8cEqguoT=mml_S8V> z;ev?#i_68C_oS=U3RS%cJDmA<_2n&D&GsQmE2#DWJN77CkkOIQBg8}K^yTaH4` zo5?w?Rk^(YHrD@Kd~({Qr?t?OGB5ngTJ}-?oXNlYX|n`5*?U_G>*5a{YBTWxovnKw zG_J*LT`m_tw{~%-jmGS4;ub=DGMwyvEzD_;ckOy|<3694LeA!I2Wm9`PHk|J`s7gU zc>H7t^UZ^KD;J7y|Ni&grIXy=GXAfYW~(GjvWTAc?sH|@lY@?*6Li$Kf$E)e&CH;L zy|bnvCT;oLFE3JNCw#vRTM7_S-)O&ezl4s^2K|NWIn8+Zrm=rdnzyO_(^3|B!48`o z;hVGDmrlPPmGWuB)n&c4_H8%wStfm)z|B!CQCV=o#v%f~++aOqxj|`AihuNvdB0Qk zwn0}LMAS1%Iq#8S*Q;Kfc;WDk_#&wd_0uo6fJ4HtBI;n$CcBSOpe`qP^z8B?ld2LS zS)XT8el5)EhZ=<+Hc0LXSLD4F-)a&t^M}!rgQt$@ipRhs9+KEGV}AF^0wUVp^JL%(>AA8dS_pa$w{ zP1}D(g)3}vHY4*>@Z=Y0y+#4UuPV_+cXB7It!}HBb%t4J%@j{Z{~Uqnj=d{fviGxp zQae34uRtn&;r$*Liwvb6<7ZuB*YYg{`Q~sKgV)c@Y?6xgJM?fpXvSy%Ll=tzB^ie6 zr~Yj@73{U|{+Yh*9Cv#6?ueYAarE@Nw9M|x(60u(RjcABb*z+knb2`#*}KNQ<$o`I zo8csSUFZ4Fd5{$cI$t&~YW*mwR^OOY+XkKlz53Cd zgQ{Al-><)NO2w@67i9cY{W@5tvEYh>gz;wZGOXejW%fhh$(WcwD$5$zKmT~(BY2e$ zc+CQnK-u5F=Y*i{ zBM+;vd-tDneO6hLHcr~K zCiQPx%jIx?$T}6DU2z8wJ$i7W&>(wnAt)(r`f)hr{gT2DYZjzGf!%F0p9JOVXz^Uhx=h88U%iXV4dHJDV(t947PyN}e%P62*y6?+u zufNY~*iD@tu2^WWPbcnR(j#-Y{xc8MzYAmu-|t@&wf|v=MUj?_rD&f+>-4(ZV84Cw zr4Q7@n;ZWIr828pFaI>VPfjhAVS!`O+UcLTZ(fxvj$VH7-_icP(;GB?OI@neU1JjT zaLGyorzN7gJ(mrBcAu6$aV>L3&5VQXCsP*tq->gbM}4}5n4b){dS9z>!b6442b2ok zU(eK;eEXnK(7juA>p8wGRS&sQV4>*t&OGMZl36$Uza{_qvqe6j+xup#R<&v6ujQ$| zmpWR7L*h3?SO}W@7PsEuci7u~19+uP<^RV~%L7$goDa@@&FiD)cX(&PqZkWC@wAJt z?%tU1wpxGr!6Wf<`S!lt9ox?@pEZ$3-M8)HPjEZwWWl2pNMm66RH?5oRvqq6&QCBZ zl=5p6RzLiUJ4W9>p?i$P;rfHEJ zy6YO*_I;DoIU1AtwC}m}3XmNeHT^(qb(TL2u_)9!1MZ>zJ(cv@IIHAnV(39|(Hi{l z$jX9Eo%1t^OnYrShfCeBRe1TKU)*z! z^Xs=a$|PRbzw+|Bm2}#AHLeiUET?vxdpjb-Q)3Io@T+Dacu_!*dA%| z9Q${lx7l4~j)~B*(;}df*?GlV*!UmcGNXs)eD`JxGnl_Q@{33PP^a+25c@glui8KJ zJmZKzXZ-d4vzdbI>b@Z#bANG(Z3{_$WMT1922zZ@+v$5P{mXUZ=)>Sp2i=iUaA?kb z^F;|7U#dk}lf^!{itv2-aaO~k-^3z&L05Cs#X~=MChvFHW(OHrF!kd*eenA1pFYnF zKx+Ujd9KAju;OC-y;{RUnR{PH)5U*(A$p~H^7FzrY%sAXmV!^EzJ6oHo2pd**Yo7w zGnoa?Kyq^?UW+?#a^XqVGRDuVXR@8SKQ9wJH-AoyEuF8~_#tAc#OFt9E1#ZnscYE0 zvJHHn$ukoR;|OcZ#F>_Bw@RAMe3bV4-pQJVzRmv0vuqwcSOZ>sdhpOOlbHgy_21mD z;yn&pzWCW|%j}69>Ao!=C!G=1U2|U` zPb_%mVZq#ZcIVgCMPB;fU#XiHHSazB z*Gu%K!_-Uc`S**O|GroA2;09;U5jd7Ru~Dbl|GMf*noyw11ZwY(y;gyPo!Gx_G7q54gQH~#mO;=0Gda*YMoj))ZB z043SQLWOJ3f3SIYrqN(B|C^XYEuEJ&?ns|K8fk8_(eH3)!7~>N=XnKh!+HMRTRm~l z%`|JB*XLgkD{epU*U(+A#G>M$^NNMexgUfS1bv5VjZ?{{#g=fh<54o8I z*L)^GH##Sxnyyp(v z0)yU0xnuK=gO{f=FFfDlW5H~))yG2k#c%N^CqoX;1h2)lF!{;oAJ8imxBve6Up(!H zW`fPgllL=ydw3<=@BOo~c$Uvg+E2byIE$)=JzXG-d+k3WvUFxIS(z4sJ z7UFtyxW&)4el>qk`1bCM%R9a$p7DQt>;If(5;`?fGZtU&iP({$6Qd)h$MWVMYvm)8 zJ!LH5)xhm0E4fy)zn5`44bI}r548qAWI7X;)^Kh0S(WKdj&bGY--Nh+E1cgPKPT3Q z@5|vE%a?w8WbPeNHR;2WFy$MkKW!0_3@O@p%p{Jl#m+eB;i8oV8$))0igoK$D z)H3~^GF!)2b=s{><~QDEzPY<;$))^h(`TL+t&b{P(i5;FL!+nuo2ZV?3QZe#*u<;l z?~`wfs!CQSMihV-(y7H*2H?4Tt54AEsJk(g=$Z$KqZ_3qWU(6FLj2`8^nLFJ*Xp&9%PyUUO zTiCz-y%hb?=zep~{erD^QomjQWo*@P6x$c)@#T-)X(OSBi#iRieTxP)>p+Vu9On6$ z%;9)_?rCB~z+#`8e*QI=3zTBO3k9a1?=1M)!!iAQN5M~XCFsfu-&9Dn_w!%gx^(*b?fDB9 zG`DKG_Z-Q{h;gtmsLFp_;!PtE3eXc6Y?4`M2kZ$4}>P$TQ@fGjG|!%m*!T#*-edI%$x$V=ZVHVRE8czJmXr zw#kWiE7vc|+UvHI`?OMOu!@%Z;i-!sp1N4TTJ+jVqHmMe-+$`TJmHh$-UMszvp)2x z+IjQYKS$Iy-8nMvqe5Z~_p*CmFPn5kzNylEb#1cBtIVC}tu8%W_0pi~IjFx`!N>`+ z=1<$@#JiQ9n_ayapU9|f7Y_4l*Is^j>gB}0y#G!x=Wdem*zs%jIdjgu34Firb9dYd zQYqRRS(EVY_uG?yn|L`FY+AYD)0Vr-F9f}6mz;Ct=({Pr*C+CZpKbeSdk#F(vJXDe zqUa-ZW~yua^RD+!$`lVaDWi4Z*bE-fOco6m^B> zbSQt}j#+a(A+0cP|Mir%D66WCan0p7mOiMS>OH-Bqg}b&nI4ZFSt>miparjHGMwQ| zrI6{_b)`Y81N-&Pt>O&#gIW`HF}K2}db@9h&u;@>zvNrf?>lIHij3*YGd6n2#agKg zO3>iVCASOIKvM=ryY+nf^~8FtKy7#Fb1mBGhpwhPi`(t{`%3Pu_Ppk=?e~jknQkooevo^4?(SnFW`9 zB=nWzK*J*X3KuJufon*G>#3hsMfb0pv04PQoJO**McVz)FYZ4Rclte=Qn$D7wD-}= zY30fH_3N^P7VD*c)NAiN&2YbW;gd(TCxkebo_rYd#$M0+o9dQZ`O~HNjxIjkW3wYu zu4nUiP@1Y(RG{nvS-Y0<^X9F$+vH-6BBz1J2aX@?ef*%U;=9g=nx8#8P5sIoH{Smp z`b1su(vzjCCJzsOzI@~PyJ?rI&w1;Y)K&dk+3T<)Q=#Wc0;o{jQ^x}CHP4k-Xg_-A z*iT+Hql=G2H<`aV`iqzSP%raCwk_YPN-y#1g{w21o4#6j2^XjVZ?Gd%qG$f5rlTs0 z!21l|gBPI0tGRBR()lM#{rV3RzGmt6gT03zh`qg{_;9_Ch3?jC1^cVE>!viF*?S}O zWoru0`??uyM*3T0K3#gbPAA9gz3`jrB9|}we+vFR_4IOXxpZT}Wd{l2sbL#t?BMkm zgAcN=^y^dA5YGP`0SaPia1is(Slef%rY&M{d-ICNPmLSqJY}w$+F18=UBz3!_)tp~nOqw5KeBA;hYR=ax?eMVf zX2!&H<-7+%anAMT-@NxGH0FGbmf;f zSLDv*&ck<4zA#l5&zr^l_*)Wd_er0_JK>3tfAgY6XqzCvDcsozooq51{O8Z88-oQA&WW%qXQ(E(kogOY*Sg<)@hoAwdBb|46 zAtaSPPkm;ZRZ@F7dv6ud`#02=NZtakyxE<# z{m!i;`d8Qa-8%B)O#P?M^BFgP@YFQhZ~F87@i*V5DFKsIO*8cS@44Q*vMcUk-oc!! z?OUfm-}i;N!27F_yK1rUwaX?GE%H|iP3!iaW;2b)d3)jF+Zh?VB-GaE`YiQ-abOp3 z>Y**5^Q$dPB4_bFysQ@ZPe;ws2{ae)ln9!O|5UMFOe3dYtHZ*-SD8}TzPw`!6|>*f zyY5W4=Wp$(i0unwB2Ei$Ul=pv6#I#*kNciT>!hf6v3G#yUQV@cwfQL3Tv?swo3ZiB z?z^vdBv=0AO}M93J^N_8-8Yf9`)=2?Nlm3?-%!(dOGx|I=uD#6C zd#$Fo#9g(F?S?TDI%{rUZ~-}}ttj!Y<6HG4UA5zphxYQp=$uGrr=Nx&pv zr~jMC1)ny2OK&`NI-S9KK5NtqeLyWrRp&wsu?gbSw zPwqS&ptI&_=V^(w+l@DrvOA6>s)@LLR{eT-p|_ZR!J|a6YYENwk8t0&+P>=S%{l&C zraxQ~l4`j6Z``$-V=bpAxlO-lDq+Bx2io6Y;yGg*Y{|G9tI8Hn_GN9H*^@iZ2dJ%i z+IilAvGer;wS|*oSxf^29vQ7L6xF@QoAv31S>*2CgNJS<32|Q*61uRzRJyBmWlh5K zi??&ld-hrGaR&|QLWBF@lRI)HQzU-x_2cGymiMMPXF-v@{miV6Wy_u&zVUs9rdZ^> ztg^pv|2KUVnZK;_&6!_Y?$>5hxP!r+nYm~* zU$v`tg2jzF=Z~@pahx`A>PgJhdr~}q<>K=pZ;jiyn_It1fi-HZS#z+>)@~^Mcs5WSR6sea4CDGv2y-^=1}M4Ql3H z7nF73-`Od%9=WN#F%d4C#%VoEea+L(%NK45Zh>^X&&6e~^nH?f^YNWqDUZzNa9W>h zkyYbjul%!ezto4NmEGTD)c$paPS~*RTYv=rLEAO8np^)|6DrNqj9B<7^G)^IPOXLh zFGBm0drxPs_2-=Gw!QK8Egj*qIh@Aep+Mp74}ETAK6?GZ^@RDX6Thry=30o9$#7Zo zwSv~3@oOA?HeJf={)QV45^p!VZ1&w3DPMKq%-Z&i@l}?WXI06*l32ZS-uFzYBXf$l zAEkf&{%-o`ooOnE{Dc#0n!!s(LEZaCn?fnSmeS{$+n$$A@ad`i1?e+yc`{TBLW^<2$jijLPo!4PubIc@nn4QCc8qFH(+t= z$(k{>z57o6pIUm{wR+uclgx8V|FKzryA^s>OzarjP0!<-!n|`XSFK38%a-N4MWg%X zrKXn1SHGM~W(#s#_qJ|qxdduPXRO*VO+D}MM$qKD_r|Tt2_+X}y2_X*cit}0dSfA4 zCUWc6bpLl;x1#iVd@FwZG2vCHvFp!v(|Kbe=JsUEqSjLBS-PNv(s{c;XN~oG?nArt z4LG}xFU~SI*;sdY*W>B2YMh7u|q{hJ~|)|2vuLru4={uxuKK^(;*u*@)>2XCB%DsfG^gthhMy z5G((^`=GT+b2zO1T4Wh+Y~JztsZl_{47PLp+5XJWmv6M^pK~$OP34VA=uwj+qPlA? z3uGZig5HNOh+cm2`3Tfn?c*M9QvyBmk5PRLrZ@!RfQ z%G2gm-teEG5zTbDPTG@!HujTi4XG{@=Hg{UJB9wchB6ew)Kp?bnLf z`|az|YxJ@1pwe!0gN=EQEycgh;jV7kcGF$`zuwY#$uvHPg?qF2@0R{3Ia5$=<)H+< zcUxO7#jG#B`v3Zlp7~3}zH`MI#s8T%)4G2819zP_3->i0Jv1*l5x$zA`|yL$Dxo)C z=RCT(?RK%w8%wcoGTg883uLb>_!}C~{4LzE*WKrDSioaEH#9zb=Z1!@h|?;3WK_T#Gg;L4Q12Zv zeeK&vQWaKOsL!0~#DDLIV1f2elW(=&_w~JUHhKlz(ATn=pXsLY##H23Kp|^)=j{uh z1VIHdU+c`8gy)59Kfb(popin=8i+O*;4Ld_tV(OD^2d9um#nY6}{;76-7a_8?u*14xx%N0Z{uy$dK@e=6yE3x@X2sMO80BYGinl^ zpG*m=Z}xPrHk-#O!@&+dN`bLq!})bj=cL%H{6F^Nb>5rUuN$w5>|x;*dJr|;@LOW% z(k)8!l`c+FJ(QrI*zf;WC*S_xluMZw!frA$CV{+SpyLUc&kMl^Al%Il9&}9S)Sq#- z7CbU0BV)mL?fwJ*7dQ9memi_^p({_|`(yv6f0{1kWk2)E=LK)yN-gs|pHQ;ytG98o z$?na|Gba?i%3ociU-Bl}Vt%%pnv99?F{k6&5fMAYIkx>h^l$BbaA(r`d#Y3BmlxTG zlfQ$e9(mIbH5xx`$lMcNz%M0obKZBYBac}1SYpo0ePjML@l4&NOYViIx3JXo|2FZx zx3oI3<&dLu;vXgLsEGX!1K_(1-l;9UvZd4Kc*VQlY-+;$9|l+yXvioShOZC&ronw9 zetlp@{Z=$^E!_Ie86M*ZCjJ?~$-K5y5}&n~{QYnN~3-?{V3 z_p|4oZuAq}b@oI{bK0RD2SE#ac+(HTSF~Gb#;^0O$&&aB8tFHa;bP}&Wp;>=E5GC0 ze0j&?rzQ@qnQy*qVOH8G{OhboYxA*X2ZJ6SSXrR(;9K`;&{l)B{1a*or+k(6aau2! z^0zJd;em|>451cJkhVX)=tz?=Lpm zG<|Y~{;5sZVl2=8=24d5lj2F1ItHrZD|Q(`TVs4_SN|V7sLyLGl7FM~s}x@wGy7r2 z&8^j8>yBvbJ@n@i_cb3i>6DY2|LR+$qrZLQ(@3rtySq<@eN*dsrjie{EDk+f@z7wO zSM3zbe>!LXo5Au&%IkaClSP=$-86r5bcgSg0*fLG8OCF$gx_vokoG*g zv%=$}-Nx^mYIe*@;eOh~Z_`uzg8faGkKbPwm!oG|mv4N({)p;{va4UeoPXnYKI+&+ zK6l^tLg7t|T1%z;+TnF#EqB6Pw~L8Cuilzl{-ngB$V$di_S*diyvrSbYcDU9x9a`v zzFhKR!IcaNVbD1=eupo&DmU(iEHJ&E@ZRa@`s*KdoCB|bI9c!{WyZ;JJ^LMhY^HuJ z>~}HGTGajdU6UnX9eX7zH!zw^t|%AMt`n_<{yS{acYz2U3wmE!yEVbMA723 zoiqOIYHF>`7vWs<_t7V|Pe-CHPKR!?Y3bblVtspf-JKr{^>Lq8ZZDW5-FRl&m*@!x zt2m#0`S;FI?KFGI^XNRreDi84>zh2gueDuCDCwAZ$;~%&qV1Xl!%pu?OLpisuM?Ju zosaVW{Ak%aBfqA>UjOG6MT^C~4KdcUeSPOFx+e88zt;Sl-qU?6--@ztdefY16l-$A zv~6j;!j=5u*Gs>sons2Wc=B5KG8y^R+@^EGh5MBk^-5iQbn<|xj+)$%svmwVIPwX)k=!_F?<$e%4g z{okxDZBJ@5ITp`97H6Z{xt2$*-C&-oTf5}PoGTS#_bt{Y7#2!|Y9F-X(SLdXbjCzO z%%r_>Li_KjOz-3U@LY9%70>d`f-lzmS(5sALegpP`u9eKk~==;JTV)pM{bSTy6MpK2PfkZG?3{k=0DrcB@`L3Y?Ry(9M!RW9n@%~p zeX@2`ME=8oY0!PjCo;?SxBmMvK~0!P@&PC`#LlIB{qbL=(!pCl@m|Wuf(o{`d2ht8 zD^IN3{zj?)O3b0J8+cXvJRkL~oPVc$ozJJzg|2TNzbx;V9=GPp7q;7z+|*{9Og@@) zSUciIsAi$s=_la*HVl@(J>RUhw|k`j^%(n)&y&v2Q7crM-LS#SXVT&|44+QN*<1r{ zVx95n61UxtEAi!zls+4L+kbt+sj85wyW;ICA2Z)J^SIR*RjE6Ee(AeJwb#KcQ(?Bw z1YemGMnAbzc54`dSE0;LJ+Il_b@GI{-Jki>YhD@5Ii|K?{`5p1lO0^i8~&d*P)l6& zt~$|2Dl_NO4xw(}^%;q_ZI^Ex$<%?&bwygnr(P`BUHSO%|H_lg_{I$2m`b*Te=l_fz-C0to=hmkk;d4!;uNa=pJYD{< zbx(Th?PLaajQ*TwuO9x_Gz#6KlpSdQdfvyFFL!Tvcf_ck%lPYcAZg?A!)6iF-c+Cc zFz5Hq?2ji;Zfa?X{C3TI+RA0i&n~^}GtDIE?vjn_a#FDu4_Wb^zmN)9SICze_SG-) z$g?$<3syj`8F}^aKj*&tRq~r%X0A=G=`1(@_LryDUgB+a-TuS(KOg?~zgltKj_%KY zJN~DHHr%!+J!xM#Oc?-BFNN8Rjt;afKF9iChSE&LjE ze!upVnEX}7q_f8IldsHAwZ59*e-{!zrSna;FOg6=m2Y*%qh_+(q7!RD8l4xs5zmLz z&J!lj-!tu+{CmLwXbE$;;L+(P*3;!<>gJvLvBf=Nw#k~K=AqhAHDL4j(^;hZTezXuzX?a1{#qM)$yw%HlM(ZL$|W}KaN4;>#OC zXU^fY151v!zewf2U3_9Z!X!p(BUU>b%?khDDCH=Prul)LZoquea%Erja5jBn*z>5K^XIH+{1xMlOxRXt$ zsTVgSo$KWX1!ENt`$o(97luEb`%liV^7&`pF9{C*?LyiSK2DNx(v4doeWshoJtGgT zxm>KyEv&wA=Hwe^JlDwmla>p%`!eIx%Hvb&KhF?+o_5yyV{q7p85KOocfyXe_#0>R z+K{1U?eT(Hvn|h_o%77-=eeis)8{WYvU@Y}SekG0NAYbyuf*YTx!`JhLz>mVsxC4?9kui0V#T8{wDe%Kdo<_rZnndmwu&9sJUsfA5vg zf5)>29Dtjb$6Dm*GWf4I;J6i^D6nDw5ru^Rd~BM^sk*Z^iFrqIFJIFd90snRx7%$f zT`!Pw*Y)Xf`-&k<8zw>t`SMH+Q<}g(r8Xo2D*V z>3TV&=IB0fBPtkl7D}O%U+~m9>86vv9DjcDr@h$$P&s5Gvs~=J%ITe-FFepHl>5Ek zXHGlYd$n`Z1(%EU26rD_dFs$I4Y9sp?&B-LD@kQ8EvZ@|ceg2YRbCCWzVz2U5FD(r z?~D2s?S+Xa&+gtB-(=%8ldY!zVAc^S9sbJ>F-z}rD<^uz%sL$THIx0y`sA~ADbH6G z8J5hPxJ=A9xO?f!*2^KFR9-0Q7Ys_}cT~#bB29F5RlsVI#4N@eJD*%pj+*}a>h_z- zsja&+A5Q954cmW2r%=qOwf%3)tRN2|>+e0kr8a7PzHFkgQh&Pl`d@0-{?(*P6=q$u z5LMp{&Ixm(Ec{Zzn-(6ZuW*huu~`MJsq79HW-;EW+-s1S^!n%_mcQ}(J_Uzw?&iMS z5!`)jGq8UN(|ZGP?$=BX;Bp0ZZzR8na#XsqnRl`zm;^_({6NL6urPJ=JU z!)tu&9)orJ9bTC8SK!n&{)IVzWlmkIZ{AeevMJO#@{SDnIHmin#~>#~$VAO};;h|m zvGY$u?QT#aHJ)=aEMZyUOV&4=^XodF?fH85R`tykolWOGc1|-}y@{1~)sFDD;SQ~n zYL6V5ynJK%I`Pz3*77%5&FXjcuT-AAcGgLy&yk=QTyK0JDj&S0>&X@$gMI&ge02LX z{d9p^wB_Wrb54exDSR8Mob}D`QRte|YV&7*%kOWW=3TV&`q@o<%`I2GmqazaNh|)O z7t!wcWcHC}>lfVzzve6r?w6dHbJasEc`0Z=>j&=x5s=kG4Rg|Fy8L>~ypGk}4xH5t z=bU`?asNhx+K9MqN}p?!6Mt?0w5c>@Q>gLHteH7aeWroV02Na^mjcNHM?)h`d}iN97I1--7p4%#2T{Tf_-pj~~hwSp}D#a(8-}`wkT3+G%?^9}% zk7QiB-+If%EY+y;p3JH+zR;O9&p$PvJ|8SO|2s$M>b6xDYu9BY&NtWpa0(Jt6I82a z+2om4?3Ub}sQ#_6cukaL*jo9d&@KB9t@`S`Cd&T!s@x;1e3L_M9_(1uS||=$)PA=W zyr})~n^Q@)R>h2ud;39EM5XuRh^g={S!Vy4EtzSzbc}Q7%rraa15J$y&o@2Zyt&!v zqoMCRn;^BavWz*i%=~rpCKBqs`vDd!s9TBX)0Uw(`lGg1{-NGkYhW zIp(Pb3)tU6>Y}Hocy`E1p5pag<6SWArp4(i_aDqMYWS;~%J92f!`XSyFS*nV<#Rbw z>5pQzg2vSQjNv|3^w)b5qGreTCl)gDkzvMX^3{BYo;Az2>8b4({;hf=aASXT*@|A1 z&6%@q>YUAK(fD_iZ_W7+msUb%U+10O%XL5DQSq_q=Rt!;JnXZ2na_SxypSW$boQI& zg`EFvCbv0EX0y$TNG|{lzJ4$X23J?7*~{MDX35YJ-Z;;PpIWiEd1u%KcOIfj14<^hyY#lCt%x=o9es7ogv1@qOFRhWPzW?~y(ejWh`rLMwS7mqcr_{U^({zu*!{ZBpe%MNDF z`*=F}0kfa*(u?VCt8STux*m@?nDoea&MLD*Ddv##64*Z%{gn3EvwrfSd%ek5k8R9) z9I;jLn@Bt7r!Sjxmf7xGyi2x zPWluS-Ix4s<+qu;crv#B7k_HZwl<6Vv2m1Hxuw(p7sgvY&pq8PyJv5Oz(>6r=(8^ zZ(q1VoL&BnYVEBf*SF0OufLV@$ZX2jtjb4bF8hjq9(?+IWzTu*p7Yi(p65pBM%;Mr zJ2@y5S^(MXJ|S#px8vk3r_DkCC;QJgQ{5T@)8lX5=WqRLd9J~lZ3gXs7Bc_dqS>|- zTr)=H8VdfYs{FP?v-PjPUG1GIhl1d3sdpxJd9nN=%MXj{sP)f&6s(mG-m@{M`>cH1 zdi839&8}C~CLi~GxpJC%|L@J!%X|JFt+w8>zbe1|TmGKytG(s!s%DoPJ`vGbv-^Vg z@(idu=QOSD|J0gWsWrD;?Q@xJ4j!`0<+541r_rYJ zmPm!ubIbE$%&x|No2FLhXC%!xXPp-{&nAD?K~HG2@4c1X`&IL|Kb)G7IN$u~)Tntn zY*WI6elk>+8L!(mqwVXK6EEsNy*#{Zi%{GDV?iHoP7Tbc-z!p6lNu6x>xGW5bvNVG zgv7b6^Hweg4c0_zthiE?w>fr!UQpKiYOqekcYdl&B{Nlo95ci038u*$uj%na$PAklY2it)W?0AX>ZY|aQD;AH;v!I zH?!Y}KPQ*)|J<90Zr@&*R3F*SpdA&FzVPS5Es#>(VVZvKbg91|FYc3E46*vq$;Hf* zZg|;0i~6vwNF-?SudcInD}EiI1!4&NyM5K$BJYnAromrad_FZZ38e&d(w zebde-=hbHj+E|@^H;1*qui4%G#shdqF?eQ!#@~;E#o5q?Wx7RK$v@}$ALW1X$gSM} zP4a)fo$(>>0?y;;PK|OnoGd0vpf87soZ~QJ7K#o zGe2xR-%|g1reLGhS&oki-?+rS?Va(MV+!Q>m&UoLrSde}jXrLD^sAIvc=y}VIgM85 z9FWTM6Ap9J7D%M72UR-h3*eQUh2_a*zBT7&$docqKKc2Xz?DLdQ}9mh9`}xyCPzxd zlB{O^0Z7`lY#JHka=G?0)PLcbQ_d9R- z+I{h!x6XwcugHH-jqmwpMXbr{AJsmL)rzto=SYx&KGQ7GUJy& zpK(#ha!V~a70?g{&+`?16D~kTsgCh5g`7ljF9VJlEe;x%M{h;vu`db85B= zyP@Z!CKhfJnQzvq>3=D+ME_f5vDHh_6_yyHa{kMRr#uZ{0=%I zO024M(lqtW%*!YF*g5dki9KJrdU8%Jj}>_MNk_)BYI3^f#?ViiMsvQoGd}(MYmDi`R2l!<^{?~I7xf!f#NTw@kK1B zib?!`68p7yiyJARQaZ(cXK6(A6q}FYd}g-nv*$JY#@l@s-_!K(RQ##-e@*F6?|+#t zm{Y}TwwHDGJoWY}J~L>8qG8UXC#p05{V=GUd=4BYvTe=2YKSgKkmvf9D)ZLG985B@ zF3>s&?JUpndGV!p@#Oi9n)jFcsznQ*Q?-3Q36@BB`mK8c3^P`Au&)WYt=$WuC^Cwtvvo;eToYIvFEccD+y2aWn}-YIyLO~ zRAI$!`+WTGuofFm7jxQgvrXLm;Nv^~$?}V9n#wm`ja#if?{09=;SMwAIlH%I7#D1j zw78W5Sv<^GG%MtPYd`;tUuBR!ir(Rq%jEt`>piwFmGn8fr%3XDzMk=;iwiz#?Bj|$ zc&JUG@o^xud33@u@!{_LKR;6POP7MnJ-x#ZSAg^i+m%Y5IkKl{=7)SeW1(vcII}mj zn0`3ps|GoWFA`NwqA?+IiaVv+7lp2g7{qOL)D54LYlAap&xEO#*BN`ipnNl*dwxx^J# zYMsyXYVYTd2z&-9U+0^#H^UNfkAHPaRiLr0j`hYxt+lu2yxa&mO@qPmY?H~~k8-PD z-TMKWp?P`vnNL4bH^o9POQ!w#sjw{@{AWMjabmM5_@rFRA2)sMqD=O{M(X6vmKVZp z;;&}O3~b(#;TZK~W!J=J6PW9krxv*c)$chjya3W+{I$i>BN<-G-BR}GmRj=g)OL{b zWR|$j%Q^whVv3LSze~GsPgr&t5)yW~e3xdx;%fdkj!TQ!GA}l5IpG+kvgUR7cF01x z6PYvTWL%YhpJr^So;h*ymJ^;*upobYS( zin5Eh)S|>s|GLD!1r~QeUDka1{*RmcZj~$Mlz>KI0*jlDJ%J6RuW)agX5x7GN17}5 z?-iDg-g6dg1RWJo@KZWPUcJ=r#_|7qo?Lc6`%@Ag%!}oIMqc{E!+cd#=gn5B&d-~V z{FKbzTm19EC-b_pV_wVP?y^C4myNg7yu_e;V0Tqav#?19R|db0qEF@))k{hLKJRT; zdr4*vJizQ;3eHjGJvWIpz4O58{Wlsxk{dxAQ)B)eJ8vfP^_ctj&y)P+O_!(n{M*0p zU50tlZJxs)*0Stuc;~fQ&eLHsv#XHiK^6WYR=!s%-P=AMDhyl@e&3f#_=)?!_mN`# zPbPjo823K=tWQGUnUg7Vcdbd|FEzb8prrtOuJKJlFiSCwzA{P}J(dqr5(tsa|zP@lEFEMvrFb+Z4js9WmsccIT zZJVm^o|3y2R`&e%xeoJ(-@0f0NGLlKx8r+PSIOJ(wCtDG%Z(l#keNC81yoEvnzK_5oCXMVvf(Xm8XNs)_c#~mvm~C z`@o(kc2 zHUFOlxxM+a@%H`j@O>}lnyJVC0r}G#>d(2mbW*?XnsWDcP}%b!w>_NY%RtI!?EP@* zr@1L4{9sCBAxd9vmJGLC^x0W*y3wP#_CFx*UcU41U)5M}2*Q-3m|WH#wbk(b8TQS> z@Aj;5fBS3q&B^xLwKrRuPKO4eRcYj@ccq$_zX!!X?Kl^1I^D>sI^Ax@+=A-$fk%Dy zEq>lwf9Bbxm{T3h#VLMjuP>!)?!La%=l!afuN`HXda30dk)XH-xtlW;6g$P4e5psk z2_^OAN}kkU*;8L!)j+W`Yo5gv!S{a-@~0ht^L3+rX`Ei`x_75?d~FM1(GxstOZSh!P8gftO}mFujmEXi<=EQp{cd~T=(J&%ga*D zK*Q!kJayYdxe*$Zd*2QCsgsZm8ZkZuCMjUZwDo) zD>dPgAJ57E0cBwM-;R$jK%)>ACCl}qZ^mrjv@!jkau@y1Zl8K~&Z!P?g1Tf^R@dw)UJuHWsAe10uKpg{pRxQI z$nDCYl>K}6tFGziqHkZ^8b9;wQne;TTFRQ<-EpmCjK5O6Fo^$tR@~5fa`MF5%=e^36EW5sGZ{BGFQ@^VO ztp04S_UxbQj2`*!*le=hDCzi{ub1pzc_+=U`3Ndw^I&P}6*#;v|JDq*T{L&rdo8dY zaIyAmr>A;6xOjyHO6)Fhpgc1Jg+|(mQ0dR-Y7DF&p4dxe|YZFoRb~kviRgQtI4{#YS9*x1@q59 ziiNtokk3cG8ASxqIPTMu#^DA@2b;+;7LCJig`(%gt z!*iGJoam6S+OCN&gXO|NktluhP;U>oBCEJ4e$*CHuHHETFIVBNaNAa(tPD*`-Me