SG11202000140QA - Operation accelerator - Google Patents
Operation acceleratorInfo
- Publication number
- SG11202000140QA SG11202000140QA SG11202000140QA SG11202000140QA SG11202000140QA SG 11202000140Q A SG11202000140Q A SG 11202000140QA SG 11202000140Q A SG11202000140Q A SG 11202000140QA SG 11202000140Q A SG11202000140Q A SG 11202000140QA SG 11202000140Q A SG11202000140Q A SG 11202000140QA
- Authority
- SG
- Singapore
- Prior art keywords
- operation accelerator
- accelerator
- Prior art date
Links
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR 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; CALCULATING OR 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
- G06F7/491—Computations with decimal numbers radix 12 or 20.
- G06F7/498—Computations with decimal numbers radix 12 or 20. using counter-type accumulators
- G06F7/4981—Adding; Subtracting
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR 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
- G06F7/50—Adding; Subtracting
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR 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
- G06F7/52—Multiplying; Dividing
- G06F7/523—Multiplying only
Landscapes
- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- Computational Mathematics (AREA)
- Mathematical Analysis (AREA)
- Pure & Applied Mathematics (AREA)
- Mathematical Optimization (AREA)
- Mathematical Physics (AREA)
- Computing Systems (AREA)
- General Engineering & Computer Science (AREA)
- Data Mining & Analysis (AREA)
- Algebra (AREA)
- Databases & Information Systems (AREA)
- Software Systems (AREA)
- Complex Calculations (AREA)
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201710553286.XA CN109213962B (en) | 2017-07-07 | 2017-07-07 | Operation accelerator |
PCT/CN2018/078407 WO2019007095A1 (en) | 2017-07-07 | 2018-03-08 | Operational accelerator |
Publications (1)
Publication Number | Publication Date |
---|---|
SG11202000140QA true SG11202000140QA (en) | 2020-02-27 |
Family
ID=64949706
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
SG11202000140QA SG11202000140QA (en) | 2017-07-07 | 2018-03-08 | Operation accelerator |
Country Status (9)
Country | Link |
---|---|
US (2) | US11321423B2 (en) |
EP (1) | EP3637281A4 (en) |
JP (1) | JP7016942B2 (en) |
KR (1) | KR102316670B1 (en) |
CN (3) | CN112214726B (en) |
BR (1) | BR112020000167B1 (en) |
CA (1) | CA3069185C (en) |
SG (1) | SG11202000140QA (en) |
WO (1) | WO2019007095A1 (en) |
Families Citing this family (36)
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WO2019077933A1 (en) * | 2017-10-18 | 2019-04-25 | 三菱電機株式会社 | Calculating circuit and calculating method |
CN109992743B (en) | 2017-12-29 | 2020-06-16 | 华为技术有限公司 | Matrix multiplier |
US11397579B2 (en) | 2018-02-13 | 2022-07-26 | Shanghai Cambricon Information Technology Co., Ltd | Computing device and method |
CN110147347B (en) * | 2019-03-18 | 2023-01-06 | 腾讯科技(深圳)有限公司 | Chip for matrix processing, matrix processing method, device and storage medium |
US11169957B2 (en) * | 2019-03-31 | 2021-11-09 | Intel Corporation | Systems and methods for reconfigurable systolic arrays |
CN110263324B (en) * | 2019-05-16 | 2021-02-12 | 华为技术有限公司 | Text processing method, model training method and device |
US11334647B2 (en) * | 2019-06-29 | 2022-05-17 | Intel Corporation | Apparatuses, methods, and systems for enhanced matrix multiplier architecture |
CN110580324B (en) * | 2019-07-23 | 2020-11-17 | 珠海格力电器股份有限公司 | Image matrix operation method and device, computer equipment and storage medium |
KR102372869B1 (en) * | 2019-07-31 | 2022-03-08 | 한양대학교 산학협력단 | Matrix operator and matrix operation method for artificial neural network |
KR102327234B1 (en) * | 2019-10-02 | 2021-11-15 | 고려대학교 산학협력단 | Memory data transform method and computer for matrix multiplication |
CN110647984B (en) * | 2019-10-25 | 2022-07-12 | 芯盟科技有限公司 | Chip, integrated processing device and operation method thereof |
CN111124360B (en) * | 2019-12-23 | 2022-08-16 | 中国电子科技集团公司第五十八研究所 | Accelerator capable of configuring matrix multiplication |
US11861369B2 (en) | 2020-01-07 | 2024-01-02 | SK Hynix Inc. | Processing-in-memory (PIM) device |
US11537323B2 (en) | 2020-01-07 | 2022-12-27 | SK Hynix Inc. | Processing-in-memory (PIM) device |
US11630991B2 (en) * | 2020-02-04 | 2023-04-18 | Apple Inc. | Broadcasting mode of planar engine for neural processor |
JP6896306B1 (en) * | 2020-04-13 | 2021-06-30 | LeapMind株式会社 | Neural network circuits, edge devices and neural network calculation methods |
CN113536220A (en) * | 2020-04-21 | 2021-10-22 | 中科寒武纪科技股份有限公司 | Operation method, processor and related product |
CN113536221B (en) * | 2020-04-21 | 2023-12-15 | 中科寒武纪科技股份有限公司 | Operation method, processor and related products |
US20230169144A1 (en) * | 2020-04-21 | 2023-06-01 | Cambricon (Xi'an) Semiconductor Co., Ltd. | Operation method, processor, and related product |
CN113536219B (en) * | 2020-04-21 | 2024-01-26 | 中科寒武纪科技股份有限公司 | Operation method, processor and related products |
CN113836481B (en) * | 2020-06-24 | 2024-07-02 | 广州希姆半导体科技有限公司 | Matrix computing circuit, method, electronic device, and computer-readable storage medium |
US20220051086A1 (en) * | 2020-08-17 | 2022-02-17 | Alibaba Group Holding Limited | Vector accelerator for artificial intelligence and machine learning |
CN114168895A (en) * | 2020-09-11 | 2022-03-11 | 北京希姆计算科技有限公司 | Matrix calculation circuit, matrix calculation method, electronic device, and computer-readable storage medium |
CN112632464B (en) * | 2020-12-28 | 2022-11-29 | 上海壁仞智能科技有限公司 | Processing device for processing data |
KR20220101519A (en) | 2021-01-11 | 2022-07-19 | 에스케이하이닉스 주식회사 | Processing-in-memory device for element-wise multiplication |
US12118057B2 (en) * | 2021-01-14 | 2024-10-15 | Microsoft Technology Licensing, Llc | Computing partial matrices at hardware accelerator |
CN112966729B (en) * | 2021-02-26 | 2023-01-31 | 成都商汤科技有限公司 | Data processing method and device, computer equipment and storage medium |
US11544213B2 (en) | 2021-03-04 | 2023-01-03 | Samsung Electronics Co., Ltd. | Neural processor |
CN113110822A (en) * | 2021-04-20 | 2021-07-13 | 安徽芯纪元科技有限公司 | Configurable matrix multiplication device and algorithm |
CN113918120A (en) * | 2021-10-19 | 2022-01-11 | Oppo广东移动通信有限公司 | Computing device, neural network processing apparatus, chip, and method of processing data |
CN115437602A (en) * | 2021-10-20 | 2022-12-06 | 中科寒武纪科技股份有限公司 | Arbitrary-precision calculation accelerator, integrated circuit device, board card and method |
CN115860080B (en) * | 2023-02-15 | 2023-05-09 | 苏州浪潮智能科技有限公司 | Computing core, accelerator, computing method, apparatus, device, medium, and system |
CN116795432B (en) * | 2023-08-18 | 2023-12-05 | 腾讯科技(深圳)有限公司 | Execution method, device, circuit, processor and equipment of operation instruction |
CN117093816B (en) * | 2023-10-19 | 2024-01-19 | 上海登临科技有限公司 | Matrix multiplication operation method and device and electronic equipment |
CN117574036B (en) * | 2024-01-16 | 2024-04-12 | 北京壁仞科技开发有限公司 | Computing device, method of operation, and machine-readable storage medium |
CN118227948B (en) * | 2024-05-24 | 2024-08-06 | 北京壁仞科技开发有限公司 | Artificial intelligence chip, method of operation, and machine-readable storage medium |
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JPS6131308A (en) | 1984-07-20 | 1986-02-13 | Hitachi Chem Co Ltd | Preparation of interlayer compound between graphite layers |
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CN102662623A (en) * | 2012-04-28 | 2012-09-12 | 电子科技大学 | Parallel matrix multiplier based on single FPGA and implementation method thereof |
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US9384168B2 (en) * | 2013-06-11 | 2016-07-05 | Analog Devices Global | Vector matrix product accelerator for microprocessor integration |
CN105589677A (en) * | 2014-11-17 | 2016-05-18 | 沈阳高精数控智能技术股份有限公司 | Systolic structure matrix multiplier based on FPGA (Field Programmable Gate Array) and implementation method thereof |
CN104391820B (en) * | 2014-11-25 | 2017-06-23 | 清华大学 | General floating-point matrix processor hardware structure based on FPGA |
US10255547B2 (en) * | 2014-12-04 | 2019-04-09 | Nvidia Corporation | Indirectly accessing sample data to perform multi-convolution operations in a parallel processing system |
CN104572011B (en) * | 2014-12-22 | 2018-07-31 | 上海交通大学 | Universal matrix fixed-point multiplication device based on FPGA and its computational methods |
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CN104899182B (en) * | 2015-06-09 | 2017-10-31 | 中国人民解放军国防科学技术大学 | A kind of Matrix Multiplication accelerated method for supporting variable partitioned blocks |
CN106445471B (en) * | 2016-10-13 | 2018-06-01 | 北京百度网讯科技有限公司 | Processor and the method for performing matrix multiplication on a processor |
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CN106844294B (en) * | 2016-12-29 | 2019-05-03 | 华为机器有限公司 | Convolution algorithm chip and communication equipment |
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-
2017
- 2017-07-07 CN CN202010991817.5A patent/CN112214726B/en active Active
- 2017-07-07 CN CN202010992871.1A patent/CN112214727B/en active Active
- 2017-07-07 CN CN201710553286.XA patent/CN109213962B/en active Active
-
2018
- 2018-03-08 JP JP2020500125A patent/JP7016942B2/en active Active
- 2018-03-08 CA CA3069185A patent/CA3069185C/en active Active
- 2018-03-08 EP EP18829166.0A patent/EP3637281A4/en active Pending
- 2018-03-08 KR KR1020207002212A patent/KR102316670B1/en active IP Right Grant
- 2018-03-08 WO PCT/CN2018/078407 patent/WO2019007095A1/en unknown
- 2018-03-08 SG SG11202000140QA patent/SG11202000140QA/en unknown
- 2018-03-08 BR BR112020000167-8A patent/BR112020000167B1/en active IP Right Grant
-
2020
- 2020-01-07 US US16/736,427 patent/US11321423B2/en active Active
-
2022
- 2022-04-21 US US17/726,410 patent/US11720646B2/en active Active
Also Published As
Publication number | Publication date |
---|---|
CN112214727B (en) | 2024-07-05 |
CN112214726A (en) | 2021-01-12 |
CA3069185A1 (en) | 2019-01-10 |
CN112214726B (en) | 2024-05-03 |
US11321423B2 (en) | 2022-05-03 |
CN109213962B (en) | 2020-10-09 |
EP3637281A4 (en) | 2020-07-08 |
WO2019007095A1 (en) | 2019-01-10 |
JP7016942B2 (en) | 2022-02-07 |
US11720646B2 (en) | 2023-08-08 |
CN109213962A (en) | 2019-01-15 |
BR112020000167B1 (en) | 2022-01-25 |
KR102316670B1 (en) | 2021-10-22 |
EP3637281A1 (en) | 2020-04-15 |
CN112214727A (en) | 2021-01-12 |
US20220327181A1 (en) | 2022-10-13 |
CA3069185C (en) | 2023-07-18 |
JP2020526830A (en) | 2020-08-31 |
US20200142949A1 (en) | 2020-05-07 |
KR20200019736A (en) | 2020-02-24 |
BR112020000167A2 (en) | 2020-07-07 |
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