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GB2618400B - Implementing a scatter function on a neural network accelerator - Google Patents

Implementing a scatter function on a neural network accelerator Download PDF

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Publication number
GB2618400B
GB2618400B GB2216142.6A GB202216142A GB2618400B GB 2618400 B GB2618400 B GB 2618400B GB 202216142 A GB202216142 A GB 202216142A GB 2618400 B GB2618400 B GB 2618400B
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United Kingdom
Prior art keywords
implementing
neural network
network accelerator
scatter function
scatter
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Active
Application number
GB2216142.6A
Other versions
GB2618400A (en
GB202216142D0 (en
Inventor
Yang Le
Ahmadi Aria
Dikici Cagatay
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Imagination Technologies Ltd
Original Assignee
Imagination Technologies Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Imagination Technologies Ltd filed Critical Imagination Technologies Ltd
Priority to GB2216142.6A priority Critical patent/GB2618400B/en
Publication of GB202216142D0 publication Critical patent/GB202216142D0/en
Priority to EP23206519.3A priority patent/EP4361890A1/en
Priority to EP23206520.1A priority patent/EP4361891A1/en
Priority to EP23206516.9A priority patent/EP4361889A1/en
Priority to US18/385,556 priority patent/US20240160692A1/en
Priority to US18/385,690 priority patent/US20240169025A1/en
Priority to CN202311437924.3A priority patent/CN117952156A/en
Priority to US18/385,487 priority patent/US20240169024A1/en
Priority to CN202311432544.0A priority patent/CN117952154A/en
Priority to CN202311434360.8A priority patent/CN117952155A/en
Publication of GB2618400A publication Critical patent/GB2618400A/en
Application granted granted Critical
Publication of GB2618400B publication Critical patent/GB2618400B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/06—Physical realisation, i.e. hardware implementation of neural networks, neurons or parts of neurons
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/0464—Convolutional networks [CNN, ConvNet]
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/10—Complex mathematical operations
    • G06F17/15—Correlation function computation including computation of convolution operations
    • G06F17/153—Multidimensional correlation or convolution
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/06—Physical realisation, i.e. hardware implementation of neural networks, neurons or parts of neurons
    • G06N3/063—Physical realisation, i.e. hardware implementation of neural networks, neurons or parts of neurons using electronic means

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Biophysics (AREA)
  • Biomedical Technology (AREA)
  • General Physics & Mathematics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Mathematical Physics (AREA)
  • Data Mining & Analysis (AREA)
  • Software Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Computing Systems (AREA)
  • Artificial Intelligence (AREA)
  • Molecular Biology (AREA)
  • General Health & Medical Sciences (AREA)
  • Evolutionary Computation (AREA)
  • Computational Linguistics (AREA)
  • Neurology (AREA)
  • Computational Mathematics (AREA)
  • Mathematical Analysis (AREA)
  • Mathematical Optimization (AREA)
  • Pure & Applied Mathematics (AREA)
  • Databases & Information Systems (AREA)
  • Algebra (AREA)
  • Complex Calculations (AREA)
  • Traffic Control Systems (AREA)
GB2216142.6A 2022-10-31 2022-10-31 Implementing a scatter function on a neural network accelerator Active GB2618400B (en)

Priority Applications (10)

Application Number Priority Date Filing Date Title
GB2216142.6A GB2618400B (en) 2022-10-31 2022-10-31 Implementing a scatter function on a neural network accelerator
EP23206520.1A EP4361891A1 (en) 2022-10-31 2023-10-27 Implementing a scatter function on a neural network accelerator
EP23206519.3A EP4361890A1 (en) 2022-10-31 2023-10-27 Implementing a scatter function on a neural network accelerator
EP23206516.9A EP4361889A1 (en) 2022-10-31 2023-10-27 Implementing a scatter function on a neural network accelerator
CN202311432544.0A CN117952154A (en) 2022-10-31 2023-10-31 Implementing decentralized functions on neural network accelerators
US18/385,690 US20240169025A1 (en) 2022-10-31 2023-10-31 Implementing a scatter function on a neural network accelerator
CN202311437924.3A CN117952156A (en) 2022-10-31 2023-10-31 Implementing decentralized functions on neural network accelerators
US18/385,487 US20240169024A1 (en) 2022-10-31 2023-10-31 Implementing a scatter function on a neural network accelerator
US18/385,556 US20240160692A1 (en) 2022-10-31 2023-10-31 Implementing a scatter function on a neural network accelerator
CN202311434360.8A CN117952155A (en) 2022-10-31 2023-10-31 Implementing decentralized functions on neural network accelerators

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
GB2216142.6A GB2618400B (en) 2022-10-31 2022-10-31 Implementing a scatter function on a neural network accelerator

Publications (3)

Publication Number Publication Date
GB202216142D0 GB202216142D0 (en) 2022-12-14
GB2618400A GB2618400A (en) 2023-11-08
GB2618400B true GB2618400B (en) 2024-06-12

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Family Applications (1)

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GB2216142.6A Active GB2618400B (en) 2022-10-31 2022-10-31 Implementing a scatter function on a neural network accelerator

Country Status (2)

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CN (3) CN117952156A (en)
GB (1) GB2618400B (en)

Families Citing this family (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2025230527A1 (en) * 2024-05-01 2025-11-06 Intel Corporation Deep neural network accelerator with intermediate storage facilitiating tensor permutation

Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN115186802A (en) * 2022-07-18 2022-10-14 南京大学 Block sparse method and device based on convolutional neural network and processing unit

Patent Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN115186802A (en) * 2022-07-18 2022-10-14 南京大学 Block sparse method and device based on convolutional neural network and processing unit

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
Integrated fusion framework based on semicoupled sparse tensor factorization for spatio-temporal-spectral fusion of remote sensing images, James Pappachen et a, Information Fusion, Elsevier, Volume 65, 2021, pages 21-36, ISSN: 1566 *

Also Published As

Publication number Publication date
GB2618400A (en) 2023-11-08
CN117952154A (en) 2024-04-30
CN117952155A (en) 2024-04-30
GB202216142D0 (en) 2022-12-14
CN117952156A (en) 2024-04-30

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