JP7028745B2 - 高効率ラーニングシステムのためのヘテロジニアスアクセラレータ - Google Patents

高効率ラーニングシステムのためのヘテロジニアスアクセラレータ Download PDF

Info

Publication number
JP7028745B2
JP7028745B2 JP2018171047A JP2018171047A JP7028745B2 JP 7028745 B2 JP7028745 B2 JP 7028745B2 JP 2018171047 A JP2018171047 A JP 2018171047A JP 2018171047 A JP2018171047 A JP 2018171047A JP 7028745 B2 JP7028745 B2 JP 7028745B2
Authority
JP
Japan
Prior art keywords
processing unit
reprogrammable
task
memory
arithmetic
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
JP2018171047A
Other languages
English (en)
Japanese (ja)
Other versions
JP2019053734A5 (enExample
JP2019053734A (ja
Inventor
ティ マラディ，クリシュナ
ゾング ゼング，ホング
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.)
Samsung Electronics Co Ltd
Original Assignee
Samsung Electronics Co 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 Samsung Electronics Co Ltd filed Critical Samsung Electronics Co Ltd
Publication of JP2019053734A publication Critical patent/JP2019053734A/ja
Publication of JP2019053734A5 publication Critical patent/JP2019053734A5/ja
Application granted granted Critical
Publication of JP7028745B2 publication Critical patent/JP7028745B2/ja
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F15/00—Digital computers in general; Data processing equipment in general
    • G06F15/76—Architectures of general purpose stored program computers
    • G06F15/78—Architectures of general purpose stored program computers comprising a single central processing unit
    • G06F15/7867—Architectures of general purpose stored program computers comprising a single central processing unit with reconfigurable architecture
    • G06F15/7885—Runtime interface, e.g. data exchange, runtime control
    • G06F15/7889—Reconfigurable logic implemented as a co-processor
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F13/00—Interconnection of, or transfer of information or other signals between, memories, input/output devices or central processing units
    • G06F13/14—Handling requests for interconnection or transfer
    • G06F13/20—Handling requests for interconnection or transfer for access to input/output bus
    • G06F13/28—Handling requests for interconnection or transfer for access to input/output bus using burst mode transfer, e.g. direct memory access DMA, cycle steal
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00—Arrangements for program control, e.g. control units
    • G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/44—Arrangements for executing specific programs
    • G06F9/445—Program loading or initiating
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00—Arrangements for program control, e.g. control units
    • G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/46—Multiprogramming arrangements
    • G06F9/48—Program initiating; Program switching, e.g. by interrupt
    • G06F9/4806—Task transfer initiation or dispatching
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00—Arrangements for program control, e.g. control units
    • G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/46—Multiprogramming arrangements
    • G06F9/48—Program initiating; Program switching, e.g. by interrupt
    • G06F9/4806—Task transfer initiation or dispatching
    • G06F9/4843—Task transfer initiation or dispatching by program, e.g. task dispatcher, supervisor, operating system
    • G06F9/4881—Scheduling strategies for dispatcher, e.g. round robin, multi-level priority queues
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F15/00—Digital computers in general; Data processing equipment in general
    • G06F15/76—Architectures of general purpose stored program computers
    • G06F2015/761—Indexing scheme relating to architectures of general purpose stored programme computers
    • G06F2015/768—Gate array
    • Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02D—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN INFORMATION AND COMMUNICATION TECHNOLOGIES [ICT], I.E. INFORMATION AND COMMUNICATION TECHNOLOGIES AIMING AT THE REDUCTION OF THEIR OWN ENERGY USE
    • Y02D10/00—Energy efficient computing, e.g. low power processors, power management or thermal management

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Software Systems (AREA)
  • Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Computer Hardware Design (AREA)
  • Advance Control (AREA)
  • Microcomputers (AREA)
  • Memory System (AREA)
JP2018171047A 2017-09-14 2018-09-13 高効率ラーニングシステムのためのヘテロジニアスアクセラレータ Active JP7028745B2 (ja)

Applications Claiming Priority (4)

Application Number Priority Date Filing Date Title
US201762558745P 2017-09-14 2017-09-14
US62/558,745 2017-09-14
US15/825,047 US10474600B2 (en) 2017-09-14 2017-11-28 Heterogeneous accelerator for highly efficient learning systems
US15/825,047 2017-11-28

Publications (3)

Publication Number Publication Date
JP2019053734A JP2019053734A (ja) 2019-04-04
JP2019053734A5 JP2019053734A5 (enExample) 2021-09-02
JP7028745B2 true JP7028745B2 (ja) 2022-03-02

Family

ID=65631148

Family Applications (1)

Application Number Title Priority Date Filing Date
JP2018171047A Active JP7028745B2 (ja) 2017-09-14 2018-09-13 高効率ラーニングシステムのためのヘテロジニアスアクセラレータ

Country Status (5)

Country Link
US (4) US10474600B2 (enExample)
JP (1) JP7028745B2 (enExample)
KR (1) KR102689910B1 (enExample)
CN (1) CN109508316B (enExample)
TW (1) TWI754752B (enExample)

Families Citing this family (28)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US10474600B2 (en) * 2017-09-14 2019-11-12 Samsung Electronics Co., Ltd. Heterogeneous accelerator for highly efficient learning systems
US11367707B2 (en) * 2018-09-26 2022-06-21 Intel Corporation Semiconductor package or structure with dual-sided interposers and memory
CN109785224B (zh) * 2019-01-29 2021-09-17 华中科技大学 一种基于fpga的图数据处理方法和系统
US11211378B2 (en) * 2019-07-18 2021-12-28 International Business Machines Corporation Heterogeneous integration structure for artificial intelligence computing
KR102147912B1 (ko) * 2019-08-13 2020-08-25 삼성전자주식회사 프로세서 칩 및 그 제어 방법들
KR102818456B1 (ko) * 2019-09-23 2025-06-10 삼성전자주식회사 솔리드 스테이트 드라이브 장치 및 그 제조 방법
KR102848819B1 (ko) 2019-10-10 2025-08-22 삼성전자주식회사 Pim을 채용하는 반도체 메모리 장치 및 그 동작 방법
US11769043B2 (en) 2019-10-25 2023-09-26 Samsung Electronics Co., Ltd. Batch size pipelined PIM accelerator for vision inference on multiple images
US12379933B2 (en) 2019-10-25 2025-08-05 Samsung Electronics Co., Ltd. Ultra pipelined accelerator for machine learning inference
CN114787830A (zh) * 2019-12-20 2022-07-22 惠普发展公司，有限责任合伙企业 异构集群中的机器学习工作负载编排
US11520501B2 (en) * 2019-12-20 2022-12-06 Intel Corporation Automated learning technology to partition computer applications for heterogeneous systems
CN115398448A (zh) * 2019-12-27 2022-11-25 美光科技公司 神经形态存储器装置和方法
US11315611B2 (en) 2020-01-07 2022-04-26 SK Hynix Inc. Processing-in-memory (PIM) system and operating methods of the PIM system
US11385837B2 (en) 2020-01-07 2022-07-12 SK Hynix Inc. Memory system
TWI868210B (zh) 2020-01-07 2025-01-01 韓商愛思開海力士有限公司 記憶體中處理（ｐｉｍ）系統
US11748100B2 (en) * 2020-03-19 2023-09-05 Micron Technology, Inc. Processing in memory methods for convolutional operations
TWI811620B (zh) * 2020-03-24 2023-08-11 威盛電子股份有限公司 運算裝置與資料處理方法
US11941433B2 (en) 2020-03-24 2024-03-26 Via Technologies Inc. Computing apparatus and data processing method for offloading data processing of data processing task from at least one general purpose processor
CN115335908A (zh) * 2020-03-30 2022-11-11 拉姆伯斯公司 具有集成高带宽存储器的堆叠裸片神经网络
US12462186B2 (en) 2020-05-29 2025-11-04 Advanced Micro Devices, Inc. Stacked dies for machine learning accelerator
CN111813526A (zh) * 2020-07-10 2020-10-23 深圳致星科技有限公司 用于联邦学习的异构处理系统、处理器及任务处理方法
KR20220032366A (ko) 2020-09-07 2022-03-15 삼성전자주식회사 가변적인 모드 설정을 수행하는 메모리 장치 및 그 동작방법
WO2022139835A1 (en) * 2020-12-23 2022-06-30 Futurewei Technologies, Inc. Server architecture with configurable universal expansion slots
CN115469800A (zh) 2021-06-10 2022-12-13 三星电子株式会社 数据处理系统以及用于访问异构存储器系统的方法
US12142596B2 (en) * 2022-02-25 2024-11-12 Nanya Technology Corporation Semiconductor structure and manufacturing method thereof
KR102816234B1 (ko) * 2022-12-22 2025-06-02 연세대학교 산학협력단 Cpu-pim 작업 분배 방법
US12417047B2 (en) 2023-01-10 2025-09-16 Google Llc Heterogeneous ML accelerator cluster with flexible system resource balance
US20250231877A1 (en) * 2024-01-12 2025-07-17 Micron Technology, Inc. Cache memories in vertically integrated memory systems and associated systems and methods

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2003347470A (ja) 2002-05-24 2003-12-05 Fujitsu Ltd 半導体装置の製造方法
JP2010080802A (ja) 2008-09-29 2010-04-08 Hitachi Ltd 半導体装置
JP2015533009A (ja) 2012-09-25 2015-11-16 インテル・コーポレーション パフォーマンスおよび電力のために構成可能な３ｄメモリ
WO2016209406A1 (en) 2015-06-26 2016-12-29 Advanced Micro Devices, Inc. Computer architecture using rapidly reconfigurable circuits and high-bandwidth memory interfaces

Family Cites Families (108)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US4951193A (en) * 1986-09-05 1990-08-21 Hitachi, Ltd. Parallel computer with distributed shared memories and distributed task activating circuits
US5893154A (en) * 1993-07-06 1999-04-06 Intel Corporation CPU write-back cache coherency mechanism that transeers data from a cache memory to a main memory before access of the main memory by an alternate bus master
US5524208A (en) * 1994-06-09 1996-06-04 Dell Usa, L.P. Method and apparatus for performing cache snoop testing using DMA cycles in a computer system
US5918248A (en) * 1996-12-30 1999-06-29 Northern Telecom Limited Shared memory control algorithm for mutual exclusion and rollback
US20030216874A1 (en) * 2002-03-29 2003-11-20 Henry Manus P. Drive techniques for a digital flowmeter
US7028299B1 (en) * 2000-06-30 2006-04-11 Intel Corporation Task-based multiprocessing system
US7155602B2 (en) * 2001-04-30 2006-12-26 Src Computers, Inc. Interface for integrating reconfigurable processors into a general purpose computing system
US6794273B2 (en) 2002-05-24 2004-09-21 Fujitsu Limited Semiconductor device and manufacturing method thereof
US7254812B1 (en) * 2002-05-31 2007-08-07 Advanced Micro Devices, Inc. Multi-processor task scheduling
US8108656B2 (en) * 2002-08-29 2012-01-31 Qst Holdings, Llc Task definition for specifying resource requirements
EP1443417A1 (en) * 2003-01-31 2004-08-04 STMicroelectronics S.r.l. A reconfigurable signal processor with embedded flash memory device
GB2409066B (en) * 2003-12-09 2006-09-27 Advanced Risc Mach Ltd A data processing apparatus and method for moving data between registers and memory
US7614053B2 (en) * 2004-02-20 2009-11-03 Sony Computer Entertainment Inc. Methods and apparatus for task management in a multi-processor system
US7506297B2 (en) * 2004-06-15 2009-03-17 University Of North Carolina At Charlotte Methodology for scheduling, partitioning and mapping computational tasks onto scalable, high performance, hybrid FPGA networks
US7743376B2 (en) * 2004-09-13 2010-06-22 Broadcom Corporation Method and apparatus for managing tasks in a multiprocessor system
TWI251171B (en) * 2004-09-21 2006-03-11 Univ Tsinghua Task scheduling method with low power consumption and a SOC using the method
US20060090092A1 (en) * 2004-10-25 2006-04-27 Verhulst Anton H Clock timing adjustment
US20070038814A1 (en) * 2005-08-10 2007-02-15 International Business Machines Corporation Systems and methods for selectively inclusive cache
GB0519981D0 (en) * 2005-09-30 2005-11-09 Ignios Ltd Scheduling in a multicore architecture
US8412872B1 (en) 2005-12-12 2013-04-02 Nvidia Corporation Configurable GPU and method for graphics processing using a configurable GPU
JP5089896B2 (ja) * 2006-03-17 2012-12-05 株式会社日立製作所 マイクロプロセッサの負荷分散機能を備えたストレージシステム
JP4934356B2 (ja) * 2006-06-20 2012-05-16 株式会社日立製作所 映像処理エンジンおよびそれを含む映像処理システム
US8806228B2 (en) * 2006-07-13 2014-08-12 International Business Machines Corporation Systems and methods for asymmetrical performance multi-processors
GB2443277B (en) * 2006-10-24 2011-05-18 Advanced Risc Mach Ltd Performing diagnostics operations upon an asymmetric multiprocessor apparatus
JP2008158806A (ja) * 2006-12-22 2008-07-10 Matsushita Electric Ind Co Ltd 複数プロセッサエレメントを備えるプロセッサ用プログラム及びそのプログラムの生成方法及び生成装置
CN101821717A (zh) * 2007-10-18 2010-09-01 Nxp股份有限公司 采用高速缓存一致性负荷测试控制的电路和方法
US20120191982A1 (en) * 2007-12-06 2012-07-26 Levin Timothy Evert Non-volatile storage of encrypted data
US8296743B2 (en) 2007-12-17 2012-10-23 Intel Corporation Compiler and runtime for heterogeneous multiprocessor systems
US8041852B1 (en) * 2008-12-09 2011-10-18 Calos Fund Limited Liability Company System and method for using a shared buffer construct in performance of concurrent data-driven tasks
US7996564B2 (en) * 2009-04-16 2011-08-09 International Business Machines Corporation Remote asynchronous data mover
US8310492B2 (en) * 2009-09-03 2012-11-13 Ati Technologies Ulc Hardware-based scheduling of GPU work
US8307198B2 (en) * 2009-11-24 2012-11-06 Advanced Micro Devices, Inc. Distributed multi-core memory initialization
US8874943B2 (en) 2010-05-20 2014-10-28 Nec Laboratories America, Inc. Energy efficient heterogeneous systems
CN103080903B (zh) * 2010-08-27 2016-07-06 富士通株式会社 调度器、多核处理器系统以及调度方法
US20140068625A1 (en) * 2010-10-21 2014-03-06 Paul Winser Data processing systems
US8996644B2 (en) 2010-12-09 2015-03-31 Solarflare Communications, Inc. Encapsulated accelerator
US8745626B1 (en) * 2012-12-17 2014-06-03 Throughputer, Inc. Scheduling application instances to configurable processing cores based on application requirements and resource specification
US9329843B2 (en) 2011-08-02 2016-05-03 International Business Machines Corporation Communication stack for software-hardware co-execution on heterogeneous computing systems with processors and reconfigurable logic (FPGAs)
US8990518B2 (en) 2011-08-04 2015-03-24 Arm Limited Methods of and apparatus for storing data in memory in data processing systems
US9846673B2 (en) * 2011-11-04 2017-12-19 Waseda University Processor, accelerator, and direct memory access controller within a processor core that each reads/writes a local synchronization flag area for parallel execution
US8745352B2 (en) * 2011-12-30 2014-06-03 Sybase, Inc. Optimized approach to parallelize writing to a shared memory resource
WO2013177765A1 (en) * 2012-05-30 2013-12-05 Intel Corporation Runtime dispatching among heterogeneous group of processors
US20140040532A1 (en) 2012-08-06 2014-02-06 Advanced Micro Devices, Inc. Stacked memory device with helper processor
KR101915198B1 (ko) * 2012-08-10 2018-11-05 한화테크윈 주식회사 프로세서간 메시지처리장치 및 방법
US9304730B2 (en) 2012-08-23 2016-04-05 Microsoft Technology Licensing, Llc Direct communication between GPU and FPGA components
US8943505B2 (en) * 2012-08-24 2015-01-27 National Instruments Corporation Hardware assisted real-time scheduler using memory monitoring
US9430282B1 (en) * 2012-10-02 2016-08-30 Marvell International, Ltd. Scheduling multiple tasks in distributed computing system to avoid result writing conflicts
US8996781B2 (en) * 2012-11-06 2015-03-31 OCZ Storage Solutions Inc. Integrated storage/processing devices, systems and methods for performing big data analytics
US9110778B2 (en) * 2012-11-08 2015-08-18 International Business Machines Corporation Address generation in an active memory device
KR102002826B1 (ko) * 2012-12-04 2019-07-23 삼성전자 주식회사 저장 장치, 플래시 메모리 및 저장 장치의 동작 방법
US10079044B2 (en) * 2012-12-20 2018-09-18 Advanced Micro Devices, Inc. Processor with host and slave operating modes stacked with memory
US9135185B2 (en) 2012-12-23 2015-09-15 Advanced Micro Devices, Inc. Die-stacked memory device providing data translation
US9658977B2 (en) * 2013-03-15 2017-05-23 Micron Technology, Inc. High speed, parallel configuration of multiple field programmable gate arrays
US9135062B2 (en) * 2013-04-09 2015-09-15 National Instruments Corporation Hardware assisted method and system for scheduling time critical tasks
US20140344827A1 (en) * 2013-05-16 2014-11-20 Nvidia Corporation System, method, and computer program product for scheduling a task to be performed by at least one processor core
US9244629B2 (en) * 2013-06-25 2016-01-26 Advanced Micro Devices, Inc. Method and system for asymmetrical processing with managed data affinity
US9424079B2 (en) 2013-06-27 2016-08-23 Microsoft Technology Licensing, Llc Iteration support in a heterogeneous dataflow engine
US9600346B2 (en) * 2013-07-10 2017-03-21 International Business Machines Corporation Thread scheduling across heterogeneous processing elements with resource mapping
US9934043B2 (en) 2013-08-08 2018-04-03 Linear Algebra Technologies Limited Apparatus, systems, and methods for providing computational imaging pipeline
DE102013224702A1 (de) * 2013-12-03 2015-06-03 Robert Bosch Gmbh Steuergerät für ein Kraftfahrzeug
US9880971B2 (en) * 2013-12-20 2018-01-30 Rambus Inc. Memory appliance for accessing memory
KR102205836B1 (ko) * 2014-01-29 2021-01-21 삼성전자 주식회사 태스크 스케줄링 방법 및 장치
WO2015115950A1 (en) * 2014-01-31 2015-08-06 Telefonaktiebolaget L M Ericsson (Publ) Scheduling in cellular communication systems
US9444827B2 (en) * 2014-02-15 2016-09-13 Micron Technology, Inc. Multi-function, modular system for network security, secure communication, and malware protection
US20170016933A1 (en) * 2014-03-10 2017-01-19 Openiolabs Ltd Scanning ion conductance microscopy
KR101887797B1 (ko) * 2014-05-08 2018-09-10 마이크론 테크놀로지, 인크. 메모리 내 가벼운 일관성
US20150378782A1 (en) * 2014-06-25 2015-12-31 Unisys Corporation Scheduling of tasks on idle processors without context switching
KR102237373B1 (ko) * 2014-07-02 2021-04-07 삼성전자 주식회사 전자 장치의 태스크 스케줄링 방법 및 이를 사용하는 전자 장치
US9785481B2 (en) * 2014-07-24 2017-10-10 Qualcomm Innovation Center, Inc. Power aware task scheduling on multi-processor systems
US10691663B2 (en) * 2014-09-16 2020-06-23 Sap Se Database table copy
US9947386B2 (en) * 2014-09-21 2018-04-17 Advanced Micro Devices, Inc. Thermal aware data placement and compute dispatch in a memory system
US9424092B2 (en) * 2014-09-26 2016-08-23 Microsoft Technology Licensing, Llc Heterogeneous thread scheduling
US9836277B2 (en) * 2014-10-01 2017-12-05 Samsung Electronics Co., Ltd. In-memory popcount support for real time analytics
US9489136B2 (en) * 2014-10-27 2016-11-08 Facebook, Inc. Interrupt driven memory signaling
CN105900064B (zh) * 2014-11-19 2019-05-03 华为技术有限公司 调度数据流任务的方法和装置
CN104615488B (zh) * 2015-01-16 2018-01-19 华为技术有限公司 异构多核可重构计算平台上任务调度的方法和装置
US10528443B2 (en) * 2015-01-30 2020-01-07 Samsung Electronics Co., Ltd. Validation of multiprocessor hardware component
GB2536211B (en) * 2015-03-04 2021-06-16 Advanced Risc Mach Ltd An apparatus and method for executing a plurality of threads
US9542248B2 (en) 2015-03-24 2017-01-10 International Business Machines Corporation Dispatching function calls across accelerator devices
JP6588230B2 (ja) 2015-05-12 2019-10-09 愛知株式会社 収納式テーブル
US9983857B2 (en) * 2015-06-16 2018-05-29 Architecture Technology Corporation Dynamic computational acceleration using a heterogeneous hardware infrastructure
GB2539455A (en) * 2015-06-16 2016-12-21 Nordic Semiconductor Asa Memory watch unit
US10540588B2 (en) 2015-06-29 2020-01-21 Microsoft Technology Licensing, Llc Deep neural network processing on hardware accelerators with stacked memory
JP6415405B2 (ja) * 2015-07-31 2018-10-31 本田技研工業株式会社 タスク制御システム
US10387314B2 (en) * 2015-08-25 2019-08-20 Oracle International Corporation Reducing cache coherence directory bandwidth by aggregating victimization requests
US10838818B2 (en) * 2015-09-18 2020-11-17 Hewlett Packard Enterprise Development Lp Memory persistence from a volatile memory to a non-volatile memory
US10031765B2 (en) * 2015-09-24 2018-07-24 Intel Corporation Instruction and logic for programmable fabric hierarchy and cache
US10977092B2 (en) * 2015-10-16 2021-04-13 Qualcomm Incorporated Method for efficient task scheduling in the presence of conflicts
US11036509B2 (en) 2015-11-03 2021-06-15 Intel Corporation Enabling removal and reconstruction of flag operations in a processor
US9996268B2 (en) * 2015-12-18 2018-06-12 Toshiba Memory Corporation Memory system and control method of the same
US11550632B2 (en) * 2015-12-24 2023-01-10 Intel Corporation Facilitating efficient communication and data processing across clusters of computing machines in heterogeneous computing environment
JP2017135698A (ja) * 2015-12-29 2017-08-03 株式会社半導体エネルギー研究所 半導体装置、コンピュータ及び電子機器
US11079936B2 (en) * 2016-03-01 2021-08-03 Samsung Electronics Co., Ltd. 3-D stacked memory with reconfigurable compute logic
US9977609B2 (en) * 2016-03-07 2018-05-22 Advanced Micro Devices, Inc. Efficient accesses of data structures using processing near memory
US10083068B2 (en) * 2016-03-29 2018-09-25 Microsoft Technology Licensing, Llc Fast transfer of workload between multiple processors
CN106156851B (zh) * 2016-06-24 2019-04-05 科大讯飞股份有限公司 面向深度学习业务的加速装置及方法
US10802992B2 (en) * 2016-08-12 2020-10-13 Xilinx Technology Beijing Limited Combining CPU and special accelerator for implementing an artificial neural network
US10152393B2 (en) * 2016-08-28 2018-12-11 Microsoft Technology Licensing, Llc Out-of-band data recovery in computing systems
US10198349B2 (en) * 2016-09-19 2019-02-05 Advanced Micro Devices, Inc. Programming in-memory accelerators to improve the efficiency of datacenter operations
US10416896B2 (en) * 2016-10-14 2019-09-17 Samsung Electronics Co., Ltd. Memory module, memory device, and processing device having a processor mode, and memory system
US20180115496A1 (en) * 2016-10-21 2018-04-26 Advanced Micro Devices, Inc. Mechanisms to improve data locality for distributed gpus
CN108022905A (zh) * 2016-11-04 2018-05-11 超威半导体公司 使用多个金属层的转接板传输线
US20180173619A1 (en) * 2016-12-21 2018-06-21 Sandisk Technologies Llc System and Method for Distributed Logical to Physical Address Mapping
US11119923B2 (en) * 2017-02-23 2021-09-14 Advanced Micro Devices, Inc. Locality-aware and sharing-aware cache coherence for collections of processors
US11599777B2 (en) * 2017-04-28 2023-03-07 Intel Corporation Scheduling configuration for deep learning networks
CN107102824B (zh) * 2017-05-26 2019-08-30 华中科技大学 一种基于存储和加速优化的Hadoop异构方法和系统
US10489195B2 (en) * 2017-07-20 2019-11-26 Cisco Technology, Inc. FPGA acceleration for serverless computing
US10474600B2 (en) * 2017-09-14 2019-11-12 Samsung Electronics Co., Ltd. Heterogeneous accelerator for highly efficient learning systems

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2003347470A (ja) 2002-05-24 2003-12-05 Fujitsu Ltd 半導体装置の製造方法
JP2010080802A (ja) 2008-09-29 2010-04-08 Hitachi Ltd 半導体装置
JP2015533009A (ja) 2012-09-25 2015-11-16 インテル・コーポレーション パフォーマンスおよび電力のために構成可能な３ｄメモリ
WO2016209406A1 (en) 2015-06-26 2016-12-29 Advanced Micro Devices, Inc. Computer architecture using rapidly reconfigurable circuits and high-bandwidth memory interfaces

Also Published As

Publication number Publication date
TW201915724A (zh) 2019-04-16
US11226914B2 (en) 2022-01-18
KR20190030579A (ko) 2019-03-22
US11921656B2 (en) 2024-03-05
CN109508316A (zh) 2019-03-22
US20220138132A1 (en) 2022-05-05
KR102689910B1 (ko) 2024-07-31
CN109508316B (zh) 2023-08-18
TWI754752B (zh) 2022-02-11
US20190079886A1 (en) 2019-03-14
US20200042477A1 (en) 2020-02-06
US10474600B2 (en) 2019-11-12
JP2019053734A (ja) 2019-04-04
US20240193111A1 (en) 2024-06-13

Similar Documents

Publication Publication Date Title
JP7028745B2 (ja) 高効率ラーニングシステムのためのヘテロジニアスアクセラレータ
CN1906587B (zh) 降低多处理器系统中的功耗的方法和装置
US8914618B2 (en) Instruction set architecture-based inter-sequencer communications with a heterogeneous resource
US12249018B2 (en) Game engine on a chip
US10394604B2 (en) Method for using local BMC to allocate shared GPU resources inside NVMe over fabrics system
CN103262035B (zh) 组合式cpu/gpu体系结构系统中的装置发现和拓扑报告
US10242420B2 (en) Preemptive context switching of processes on an accelerated processing device (APD) based on time quanta
CN110647495A (zh) 多维管芯系统中的可编程逻辑器件的可编程逻辑结构可访问的嵌入式片上网络
JP2014504416A (ja) 組み合わせたｃｐｕ／ｇｐｕアーキテクチャシステムにおけるデバイスの発見およびトポロジーのレポーティング
CN105573959A (zh) 一种计算存储一体的分布式计算机架构
US20230195664A1 (en) Software management of direct memory access commands
JP5805783B2 (ja) コンピュータシステムインタラプト処理
JP2014503898A (ja) 処理装置の同期動作のための方法およびシステム
US7680972B2 (en) Micro interrupt handler
US20250348970A1 (en) Dynamic dispatch for workgroup distribution
US20220320042A1 (en) Die stacking for modular parallel processors
Lübbers et al. Communication and Synchronization in Multithreaded Reconfigurable Computing Systems.
US20250068464A1 (en) Hierarchical work scheduling
WO2009004628A2 (en) Multi-core cpu

Legal Events

Date Code Title Description
A521 Request for written amendment filed

Free format text: JAPANESE INTERMEDIATE CODE: A523

Effective date: 20210721

A621 Written request for application examination

Free format text: JAPANESE INTERMEDIATE CODE: A621

Effective date: 20210721

A871 Explanation of circumstances concerning accelerated examination

Free format text: JAPANESE INTERMEDIATE CODE: A871

Effective date: 20210721

A131 Notification of reasons for refusal

Free format text: JAPANESE INTERMEDIATE CODE: A131

Effective date: 20211005

A521 Request for written amendment filed

Free format text: JAPANESE INTERMEDIATE CODE: A523

Effective date: 20220105

TRDD Decision of grant or rejection written
A01 Written decision to grant a patent or to grant a registration (utility model)

Free format text: JAPANESE INTERMEDIATE CODE: A01

Effective date: 20220118

A61 First payment of annual fees (during grant procedure)

Free format text: JAPANESE INTERMEDIATE CODE: A61

Effective date: 20220217

R150 Certificate of patent or registration of utility model

Ref document number: 7028745

Country of ref document: JP

Free format text: JAPANESE INTERMEDIATE CODE: R150

R250 Receipt of annual fees

Free format text: JAPANESE INTERMEDIATE CODE: R250