JP2017138964A5 - - Google Patents

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JP2017138964A5
JP2017138964A5 JP2016250976A JP2016250976A JP2017138964A5 JP 2017138964 A5 JP2017138964 A5 JP 2017138964A5 JP 2016250976 A JP2016250976 A JP 2016250976A JP 2016250976 A JP2016250976 A JP 2016250976A JP 2017138964 A5 JP2017138964 A5 JP 2017138964A5
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tensor
elements
index
value stored
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JP6896415B2 (ja
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JP2016250976A 2016-02-03 2016-12-26 Ｎ次元テンソルにアクセスするための命令を処理するための装置、システム、およびコンピュータによって実現される方法 Active JP6896415B2 (ja)

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JP2021096509A JP7225314B2 (ja) 2016-02-03 2021-06-09 Ｎ次元テンソルにアクセスするための命令を処理するための装置、システム、およびコンピュータによって実現される方法
JP2023017754A JP7507271B2 (ja) 2016-02-03 2023-02-08 Ｎ次元テンソルにアクセスするための命令を処理するための装置、システム、およびコンピュータによって実現される方法

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US15/014,265 2016-02-03
US15/014,265 US9875104B2 (en) 2016-02-03 2016-02-03 Accessing data in multi-dimensional tensors

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JP2017138964A JP2017138964A (ja) 2017-08-10
JP2017138964A5 true JP2017138964A5 (https=) 2019-06-13
JP6896415B2 JP6896415B2 (ja) 2021-06-30

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JP2021096509A Active JP7225314B2 (ja) 2016-02-03 2021-06-09 Ｎ次元テンソルにアクセスするための命令を処理するための装置、システム、およびコンピュータによって実現される方法
JP2023017754A Active JP7507271B2 (ja) 2016-02-03 2023-02-08 Ｎ次元テンソルにアクセスするための命令を処理するための装置、システム、およびコンピュータによって実現される方法

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JP2023017754A Active JP7507271B2 (ja) 2016-02-03 2023-02-08 Ｎ次元テンソルにアクセスするための命令を処理するための装置、システム、およびコンピュータによって実現される方法

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US (4) US9875104B2 (https=)
EP (1) EP3226121B1 (https=)
JP (3) JP6896415B2 (https=)
KR (4) KR101924500B1 (https=)
CN (2) CN107038018B (https=)
SG (2) SG10202104454YA (https=)
TW (4) TWI681291B (https=)

Families Citing this family (53)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US9256480B2 (en) * 2012-07-25 2016-02-09 Mobileye Vision Technologies Ltd. Computer architecture with a hardware accumulator reset
US9875104B2 (en) * 2016-02-03 2018-01-23 Google Llc Accessing data in multi-dimensional tensors
US9959498B1 (en) * 2016-10-27 2018-05-01 Google Llc Neural network instruction set architecture
US10360163B2 (en) 2016-10-27 2019-07-23 Google Llc Exploiting input data sparsity in neural network compute units
US10175980B2 (en) 2016-10-27 2019-01-08 Google Llc Neural network compute tile
US10896367B2 (en) * 2017-03-07 2021-01-19 Google Llc Depth concatenation using a matrix computation unit
WO2018174928A1 (en) 2017-03-20 2018-09-27 Intel Corporation Systems, methods, and apparatuses for zeroing a matrix
US10684955B2 (en) 2017-04-21 2020-06-16 Micron Technology, Inc. Memory devices and methods which may facilitate tensor memory access with memory maps based on memory operations
US10248908B2 (en) * 2017-06-19 2019-04-02 Google Llc Alternative loop limits for accessing data in multi-dimensional tensors
WO2019009870A1 (en) 2017-07-01 2019-01-10 Intel Corporation SAVE BACKGROUND TO VARIABLE BACKUP STATUS SIZE
US10175912B1 (en) 2017-07-05 2019-01-08 Google Llc Hardware double buffering using a special purpose computational unit
US10108538B1 (en) 2017-07-31 2018-10-23 Google Llc Accessing prologue and epilogue data
GB2567038B (en) * 2017-07-31 2019-09-25 Google Llc Accessing prologue and epilogue data
GB2568776B (en) 2017-08-11 2020-10-28 Google Llc Neural network accelerator with parameters resident on chip
US11620490B2 (en) * 2017-10-17 2023-04-04 Xilinx, Inc. Multi-layer neural network processing by a neural network accelerator using host communicated merged weights and a package of per-layer instructions
KR102027034B1 (ko) * 2017-11-24 2019-09-30 서울대학교산학협력단 병렬 처리를 통한 다차원 데이터 분석을 지원하는 장치 및 그 방법
WO2019113007A1 (en) * 2017-12-05 2019-06-13 Wave Computing, Inc. Pipelined tensor manipulation within a reconfigurable fabric
US10373291B1 (en) * 2018-01-31 2019-08-06 Google Llc Image transformation for machine learning
US10956315B2 (en) * 2018-07-24 2021-03-23 Micron Technology, Inc. Memory devices and methods which may facilitate tensor memory access
CN109255438B (zh) * 2018-09-17 2020-07-17 地平线(上海)人工智能技术有限公司 调整张量数据的方法和装置
CN111191783B (zh) * 2018-11-15 2024-04-05 嘉楠明芯(北京)科技有限公司 一种自适应量化方法及装置、设备、介质
CN111291240B (zh) * 2018-12-06 2023-12-08 华为技术有限公司 处理数据的方法和数据处理装置
CN111324294B (zh) * 2018-12-17 2023-11-07 地平线(上海)人工智能技术有限公司 存取张量数据的方法和装置
CN109857744B (zh) * 2019-02-13 2020-03-20 上海燧原智能科技有限公司 稀疏张量计算方法、装置、设备及存储介质
CN111723917B (zh) * 2019-03-21 2022-11-01 中科寒武纪科技股份有限公司 运算方法、装置及相关产品
US11055095B2 (en) * 2019-05-24 2021-07-06 Texas Instruments Incorporated Nested loop control
CN112257857B (zh) * 2019-07-22 2024-06-04 中科寒武纪科技股份有限公司 张量处理方法及相关产品
CN110209503B (zh) * 2019-08-01 2019-10-25 上海燧原智能科技有限公司 多维张量的规约计算方法、装置、设备及介质
WO2021071930A1 (en) 2019-10-07 2021-04-15 Google Llc Redistributing tensor elements between machine learning computing units
US12423007B1 (en) * 2020-03-31 2025-09-23 Nvidia Corporation Techniques for tensor memory allocation
US11687336B2 (en) * 2020-05-08 2023-06-27 Black Sesame Technologies Inc. Extensible multi-precision data pipeline for computing non-linear and arithmetic functions in artificial neural networks
CN116261736B (zh) * 2020-06-12 2024-08-16 墨芯国际有限公司 用于双稀疏卷积处理和并行化的方法和系统
CN111767508B (zh) * 2020-07-09 2024-02-23 地平线(上海)人工智能技术有限公司 计算机实现张量数据计算的方法、装置、介质和设备
US12353988B2 (en) 2020-07-09 2025-07-08 Celestial Ai Inc. Neuromorphic photonics with coherent linear neurons
CN111737007B (zh) * 2020-07-24 2021-06-18 北京一流科技有限公司 数据对象的分频处理系统及其方法
US11954580B2 (en) * 2020-09-16 2024-04-09 Meta Platforms, Inc. Spatial tiling of compute arrays with shared control
EP4336859A3 (en) 2021-06-18 2024-06-05 Celestial AI Inc. Electro-photonic network for machine learning
US12271595B2 (en) 2022-03-18 2025-04-08 Celestial Ai Inc. Photonic memory fabric for system memory interconnection
US12564047B2 (en) 2022-10-28 2026-02-24 Celestial Ai Inc. Thermal control of an optical component
CN113836049B (zh) * 2021-09-17 2023-08-08 海飞科(南京)信息技术有限公司 存储器访问方法和电子装置
US12099635B1 (en) * 2021-12-21 2024-09-24 Meta Platforms Technologies, Llc Opaque bound variables
KR102733032B1 (ko) * 2021-12-27 2024-11-20 서울대학교산학협력단 다차원 텐서의 주소 생성 장치 및 방법
CN114489798B (zh) * 2022-01-25 2024-04-05 海飞科(南京)信息技术有限公司 用于确定张量元素的越界状态的方法和电子装置
US12436346B2 (en) 2022-03-18 2025-10-07 Celestial Ai Inc. Optically bridged multicomponent package with extended temperature range
KR20240155370A (ko) 2022-03-18 2024-10-28 셀레스티얼 에이아이 인코포레이티드 광 멀티 다이 상호 연결 브리지(omib)
US11868329B2 (en) 2022-05-20 2024-01-09 International Business Machines Corporation Multidimensional cube multivariate regression
US12283584B2 (en) 2022-07-26 2025-04-22 Celestial Ai Inc. Electrical bridge package with integrated off-bridge photonic channel interface
US20240038657A1 (en) 2022-07-26 2024-02-01 Celestial Ai Inc. Via formed using a partial plug that extends into a substrate
US12191257B2 (en) 2022-07-26 2025-01-07 Celestial Ai Inc. Electrical bridge package with integrated off-bridge photonic channel interface
US20240069914A1 (en) * 2022-08-23 2024-02-29 Intel Corporation Hardware enhancements for matrix load/store instructions
CN115757201A (zh) * 2022-12-05 2023-03-07 北京算能科技有限公司 基于dma架构的sg指令实现方法、装置、设备及存储介质
US12217056B2 (en) * 2023-01-27 2025-02-04 Celestial Ai Inc. Load/store unit for a tensor engine and methods for loading or storing a tensor
US20260023565A1 (en) * 2024-07-16 2026-01-22 Tenstorrent USA, Inc. Adaptive memory address computation based on tensor dimensions

Family Cites Families (34)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPS58114245A (ja) * 1981-12-28 1983-07-07 Fujitsu Ltd インデツクス・インクリメントのベクトル化方式
JP3102027B2 (ja) 1990-11-20 2000-10-23 日本電気株式会社 ループ制御のネスティング管理機構
US5357618A (en) * 1991-04-15 1994-10-18 International Business Machines Corporation Cache prefetch and bypass using stride registers
US5958048A (en) * 1996-08-07 1999-09-28 Elbrus International Ltd. Architectural support for software pipelining of nested loops
GB2359641B (en) 2000-02-25 2002-02-13 Siroyan Ltd Mapping circuitry and method
KR20030016234A (ko) * 2000-03-08 2003-02-26 선 마이크로시스템즈, 인코포레이티드 어레이 바운드 체크 수용능력을 가진 아퀴텍쳐 처리
WO2001090888A1 (en) * 2000-05-23 2001-11-29 Theis Jean Paul A data processing system having an address generation unit with hardwired multidimensional memory indexing support
US6647484B1 (en) * 2000-09-19 2003-11-11 3 Dsp Corporation Transpose address mode in general purpose DSP processor
US7249242B2 (en) 2002-10-28 2007-07-24 Nvidia Corporation Input pipeline registers for a node in an adaptive computing engine
JP2003244190A (ja) * 2002-02-19 2003-08-29 Matsushita Electric Ind Co Ltd データフロー制御スイッチ用プロセッサ及びデータフロー制御スイッチ
US6952821B2 (en) * 2002-08-19 2005-10-04 Hewlett-Packard Development Company, L.P. Method and system for memory management optimization
US7107199B2 (en) * 2002-10-31 2006-09-12 Hewlett-Packard Development Company, L.P. Method and system for the design of pipelines of processors
US7047480B2 (en) * 2002-11-12 2006-05-16 Microsoft Corporation Matrix multiplication in a Galois field for forward error correction
US7225439B2 (en) * 2003-03-21 2007-05-29 Sun Microsystems, Inc. Combining write-barriers within an inner loop with fixed step
CN1259617C (zh) * 2003-09-09 2006-06-14 大唐微电子技术有限公司 一种加快rsa加/解密过程的方法及其模乘、模幂运算电路
CN100520714C (zh) 2005-01-25 2009-07-29 Nxp股份有限公司 多线程处理器
US8806183B1 (en) 2006-02-01 2014-08-12 Ixys Ch Gmbh Blank bit and processor instructions employing the blank bit
US8904155B2 (en) 2006-03-17 2014-12-02 Qualcomm Incorporated Representing loop branches in a branch history register with multiple bits
US8438365B2 (en) * 2006-10-06 2013-05-07 Calos Fund Limited Liability Company Efficient data loading in a data-parallel processor
EP2009544B1 (en) * 2007-06-26 2010-04-07 Telefonaktiebolaget LM Ericsson (publ) Data-processing unit for nested-loop instructions
US20100122066A1 (en) 2008-11-12 2010-05-13 Freescale Semiconductor, Inc. Instruction method for facilitating efficient coding and instruction fetch of loop construct
US20100274972A1 (en) 2008-11-24 2010-10-28 Boris Babayan Systems, methods, and apparatuses for parallel computing
CA2684226A1 (en) 2009-10-30 2011-04-30 Ibm Canada Limited - Ibm Canada Limitee Eleminating redundant operations for common properties using shared real registers
US20130185538A1 (en) * 2011-07-14 2013-07-18 Texas Instruments Incorporated Processor with inter-processing path communication
CN104081341B (zh) * 2011-12-23 2017-10-27 英特尔公司 用于多维数组中的元素偏移量计算的指令
US20140181171A1 (en) 2012-12-24 2014-06-26 Pavel Dourbal Method and system for fast tensor-vector multiplication
US20140188961A1 (en) * 2012-12-27 2014-07-03 Mikhail Plotnikov Vectorization Of Collapsed Multi-Nested Loops
CN103440513B (zh) * 2013-09-17 2017-01-18 西安电子科技大学 基于稀疏非负张量分解的大脑特定视觉认知状态判定方法
US9035946B1 (en) 2014-02-13 2015-05-19 Raycast Systems, Inc. Computer hardware architecture and data structures for triangle binning to support incoherent ray traversal
CN105260322B (zh) * 2014-06-30 2020-09-01 中兴通讯股份有限公司 一种对循环缓冲区消除循环移位的方法和装置
US11170294B2 (en) 2016-01-07 2021-11-09 Intel Corporation Hardware accelerated machine learning
US9875104B2 (en) * 2016-02-03 2018-01-23 Google Llc Accessing data in multi-dimensional tensors
WO2017201627A1 (en) 2016-05-26 2017-11-30 The Governing Council Of The University Of Toronto Accelerator for deep neural networks
US10175980B2 (en) 2016-10-27 2019-01-08 Google Llc Neural network compute tile

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