KR20250002449A - 처리 요소들의 어레이를 포함하는 컨볼루션 엔진을 이용하여 수행되는 매트릭스 곱셈 - Google Patents

처리 요소들의 어레이를 포함하는 컨볼루션 엔진을 이용하여 수행되는 매트릭스 곱셈 Download PDF

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Publication number
KR20250002449A
KR20250002449A KR1020247037544A KR20247037544A KR20250002449A KR 20250002449 A KR20250002449 A KR 20250002449A KR 1020247037544 A KR1020247037544 A KR 1020247037544A KR 20247037544 A KR20247037544 A KR 20247037544A KR 20250002449 A KR20250002449 A KR 20250002449A
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matrix
processor
processing elements
processing
paragraph
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Korean (ko)
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가간디프 사취데브
피터 새손
제레미 타누미하르드조
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테슬라, 인크.
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    • 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
    • G06F17/16—Matrix or vector computation, e.g. matrix-matrix or matrix-vector multiplication, matrix factorization
    • 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
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F7/00—Methods or arrangements for processing data by operating upon the order or content of the data handled
    • G06F7/38—Methods or arrangements for performing computations using exclusively denominational number representation, e.g. using binary, ternary, decimal representation
    • G06F7/48—Methods or arrangements for performing computations using exclusively denominational number representation, e.g. using binary, ternary, decimal representation using non-contact-making devices, e.g. tube, solid state device; using unspecified devices
    • G06F7/544—Methods or arrangements for performing computations using exclusively denominational number representation, e.g. using binary, ternary, decimal representation using non-contact-making devices, e.g. tube, solid state device; using unspecified devices for evaluating functions by calculation
    • G06F7/5443—Sum of products

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Mathematical Physics (AREA)
  • Theoretical Computer Science (AREA)
  • Computational Mathematics (AREA)
  • Mathematical Analysis (AREA)
  • Mathematical Optimization (AREA)
  • Pure & Applied Mathematics (AREA)
  • Data Mining & Analysis (AREA)
  • General Engineering & Computer Science (AREA)
  • Computing Systems (AREA)
  • Algebra (AREA)
  • Software Systems (AREA)
  • Databases & Information Systems (AREA)
  • Complex Calculations (AREA)
KR1020247037544A 2022-04-29 2023-04-27 처리 요소들의 어레이를 포함하는 컨볼루션 엔진을 이용하여 수행되는 매트릭스 곱셈 Pending KR20250002449A (ko)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US202263336586P 2022-04-29 2022-04-29
US63/336,586 2022-04-29
PCT/US2023/020213 WO2023212203A1 (en) 2022-04-29 2023-04-27 Matrix multiplication performed using convolution engine which includes array of processing elements

Publications (1)

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KR20250002449A true KR20250002449A (ko) 2025-01-07

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KR1020247037544A Pending KR20250002449A (ko) 2022-04-29 2023-04-27 처리 요소들의 어레이를 포함하는 컨볼루션 엔진을 이용하여 수행되는 매트릭스 곱셈

Country Status (6)

Country Link
US (1) US20250284767A1 (https=)
EP (1) EP4515426A1 (https=)
JP (1) JP2025514088A (https=)
KR (1) KR20250002449A (https=)
CN (1) CN119278445A (https=)
WO (1) WO2023212203A1 (https=)

Family Cites Families (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11157287B2 (en) 2017-07-24 2021-10-26 Tesla, Inc. Computational array microprocessor system with variable latency memory access
US11157441B2 (en) 2017-07-24 2021-10-26 Tesla, Inc. Computational array microprocessor system using non-consecutive data formatting
US11409692B2 (en) 2017-07-24 2022-08-09 Tesla, Inc. Vector computational unit
US11256977B2 (en) * 2017-12-29 2022-02-22 Facebook, Inc. Lowering hardware for neural networks
EP3674982A1 (en) * 2018-12-27 2020-07-01 IMEC vzw Hardware accelerator architecture for convolutional neural network

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US20250284767A1 (en) 2025-09-11
WO2023212203A1 (en) 2023-11-02
CN119278445A (zh) 2025-01-07
JP2025514088A (ja) 2025-05-02
EP4515426A1 (en) 2025-03-05

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