PL4356236T3 - Przeformatowanie tensorów w celu uzyskania podtensorów - Google Patents

Przeformatowanie tensorów w celu uzyskania podtensorów

Info

Publication number
PL4356236T3
PL4356236T3 PL22735341.4T PL22735341T PL4356236T3 PL 4356236 T3 PL4356236 T3 PL 4356236T3 PL 22735341 T PL22735341 T PL 22735341T PL 4356236 T3 PL4356236 T3 PL 4356236T3
Authority
PL
Poland
Prior art keywords
tensors
reformatting
provide sub
sub
Prior art date
Application number
PL22735341.4T
Other languages
English (en)
Inventor
Cedric Lichtenau
Kailash Gopalakrishnan
Vijayalakshmi Srinivasan
Anthony Saporito
Sunil Shukla
Swagath Venkataramani
Original Assignee
International Business Machines Corporation
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 International Business Machines Corporation filed Critical International Business Machines Corporation
Publication of PL4356236T3 publication Critical patent/PL4356236T3/pl

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Classifications

    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F17/00Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/10Complex mathematical operations
    • G06F17/16Matrix or vector computation, e.g. matrix-matrix or matrix-vector multiplication, matrix factorization
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F7/00Methods or arrangements for processing data by operating upon the order or content of the data handled
    • G06F7/76Arrangements for rearranging, permuting or selecting data according to predetermined rules, independently of the content of the data
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/04Architecture, e.g. interconnection topology
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/04Architecture, e.g. interconnection topology
    • G06N3/044Recurrent networks, e.g. Hopfield networks
    • G06N3/0442Recurrent networks, e.g. Hopfield networks characterised by memory or gating, e.g. long short-term memory [LSTM] or gated recurrent units [GRU]
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/04Architecture, e.g. interconnection topology
    • G06N3/0464Convolutional networks [CNN, ConvNet]
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/06Physical realisation, i.e. hardware implementation of neural networks, neurons or parts of neurons
    • G06N3/063Physical realisation, i.e. hardware implementation of neural networks, neurons or parts of neurons using electronic means
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/08Learning methods
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/10Interfaces, programming languages or software development kits, e.g. for simulating neural networks
    • G06N3/105Shells for specifying net layout

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Mathematical Physics (AREA)
  • Data Mining & Analysis (AREA)
  • General Engineering & Computer Science (AREA)
  • Software Systems (AREA)
  • Computing Systems (AREA)
  • Biophysics (AREA)
  • Biomedical Technology (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Computational Linguistics (AREA)
  • Molecular Biology (AREA)
  • General Health & Medical Sciences (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • Mathematical Analysis (AREA)
  • Computational Mathematics (AREA)
  • Mathematical Optimization (AREA)
  • Pure & Applied Mathematics (AREA)
  • Algebra (AREA)
  • Databases & Information Systems (AREA)
  • Neurology (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
  • Spinning Or Twisting Of Yarns (AREA)
  • Fertilizers (AREA)
  • Complex Calculations (AREA)
PL22735341.4T 2021-06-17 2022-06-09 Przeformatowanie tensorów w celu uzyskania podtensorów PL4356236T3 (pl)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US17/350,528 US20220405348A1 (en) 2021-06-17 2021-06-17 Reformatting of tensors to provide sub-tensors
PCT/EP2022/065666 WO2022263280A1 (en) 2021-06-17 2022-06-09 Reformatting of tensors to provide sub-tensors

Publications (1)

Publication Number Publication Date
PL4356236T3 true PL4356236T3 (pl) 2025-04-14

Family

ID=82321551

Family Applications (1)

Application Number Title Priority Date Filing Date
PL22735341.4T PL4356236T3 (pl) 2021-06-17 2022-06-09 Przeformatowanie tensorów w celu uzyskania podtensorów

Country Status (15)

Country Link
US (1) US20220405348A1 (pl)
EP (1) EP4356236B1 (pl)
JP (1) JP7833247B2 (pl)
KR (1) KR102843494B1 (pl)
CN (1) CN117396840A (pl)
AU (1) AU2022292046B2 (pl)
BR (1) BR112023023410A2 (pl)
CA (1) CA3217152A1 (pl)
ES (1) ES3016659T3 (pl)
HU (1) HUE070516T2 (pl)
MX (1) MX2023015412A (pl)
PL (1) PL4356236T3 (pl)
TW (1) TWI813258B (pl)
WO (1) WO2022263280A1 (pl)
ZA (1) ZA202309914B (pl)

Families Citing this family (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20240161222A1 (en) * 2022-11-16 2024-05-16 Nvidia Corporation Application programming interface to indicate image-to-column transformation
US20240345903A1 (en) * 2023-04-11 2024-10-17 Arm Limited Data processing apparatus and methods tensor transform operation
WO2025147851A1 (en) * 2024-01-09 2025-07-17 Nvidia Corporation Neural network dataset selection

Family Cites Families (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO1992003777A1 (en) * 1990-08-17 1992-03-05 Micron Technology, Inc. Block transfer register scoreboard for data processing systems
US9223687B2 (en) * 2012-06-15 2015-12-29 International Business Machines Corporation Determining the logical address of a transaction abort
US9785565B2 (en) * 2014-06-30 2017-10-10 Microunity Systems Engineering, Inc. System and methods for expandably wide processor instructions
US11132599B2 (en) * 2017-02-28 2021-09-28 Microsoft Technology Licensing, Llc Multi-function unit for programmable hardware nodes for neural network processing
US10372456B2 (en) * 2017-05-24 2019-08-06 Microsoft Technology Licensing, Llc Tensor processor instruction set architecture
US11455370B2 (en) * 2018-11-19 2022-09-27 Groq, Inc. Flattened input stream generation for convolution with expanded kernel
US11861484B2 (en) * 2018-09-28 2024-01-02 Qualcomm Incorporated Neural processing unit (NPU) direct memory access (NDMA) hardware pre-processing and post-processing
US20190392296A1 (en) * 2019-06-28 2019-12-26 John Brady Hardware agnostic deep neural network compiler
US20220309336A1 (en) * 2021-03-26 2022-09-29 Nvidia Corporation Accessing tensors

Also Published As

Publication number Publication date
EP4356236B1 (en) 2025-02-26
KR20230160934A (ko) 2023-11-24
WO2022263280A1 (en) 2022-12-22
AU2022292046A1 (en) 2023-11-09
US20220405348A1 (en) 2022-12-22
TWI813258B (zh) 2023-08-21
JP7833247B2 (ja) 2026-03-19
ZA202309914B (en) 2026-02-25
EP4356236C0 (en) 2025-02-26
JP2024523093A (ja) 2024-06-28
EP4356236A1 (en) 2024-04-24
ES3016659T3 (en) 2025-05-09
CN117396840A (zh) 2024-01-12
AU2022292046B2 (en) 2024-06-06
KR102843494B1 (ko) 2025-08-06
CA3217152A1 (en) 2022-12-22
BR112023023410A2 (pt) 2024-01-23
MX2023015412A (es) 2024-02-20
TW202303457A (zh) 2023-01-16
HUE070516T2 (hu) 2025-06-28

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