CN104137070B - 用于异构cpu‑gpu计算的执行模型 - Google Patents

用于异构cpu‑gpu计算的执行模型 Download PDF

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Publication number
CN104137070B
CN104137070B CN201380010528.0A CN201380010528A CN104137070B CN 104137070 B CN104137070 B CN 104137070B CN 201380010528 A CN201380010528 A CN 201380010528A CN 104137070 B CN104137070 B CN 104137070B
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gpu
kernel
data
platform
execution model
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Chinese (zh)
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CN104137070A (zh
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阿列克谢·V·布尔德
威廉·F·托尔泽弗斯基
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Qualcomm Inc
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Qualcomm Inc
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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T1/00—General purpose image data processing
    • G06T1/20—Processor architectures; Processor configuration, e.g. pipelining
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F8/00—Arrangements for software engineering
    • G06F8/40—Transformation of program code
    • G06F8/41—Compilation
    • G06F8/45—Exploiting coarse grain parallelism in compilation, i.e. parallelism between groups of instructions
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F8/00—Arrangements for software engineering
    • G06F8/40—Transformation of program code
    • G06F8/41—Compilation
    • G06F8/45—Exploiting coarse grain parallelism in compilation, i.e. parallelism between groups of instructions
    • G06F8/457—Communication
    • 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
    • G06F9/448—Execution paradigms, e.g. implementations of programming paradigms
    • G06F9/4494—Execution paradigms, e.g. implementations of programming paradigms data driven
    • 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
    • G06F9/54—Interprogram communication
    • G06F9/544—Buffers; Shared memory; Pipes

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Software Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Image Generation (AREA)
  • Image Processing (AREA)
  • Devices For Executing Special Programs (AREA)
  • Advance Control (AREA)
CN201380010528.0A 2012-02-27 2013-02-27 用于异构cpu‑gpu计算的执行模型 Expired - Fee Related CN104137070B (zh)

Applications Claiming Priority (5)

Application Number Priority Date Filing Date Title
US201261603771P 2012-02-27 2012-02-27
US61/603,771 2012-02-27
US13/777,663 2013-02-26
US13/777,663 US9430807B2 (en) 2012-02-27 2013-02-26 Execution model for heterogeneous computing
PCT/US2013/028029 WO2013130614A1 (en) 2012-02-27 2013-02-27 Execution model for heterogeneous cpu-gpu computing

Publications (2)

Publication Number Publication Date
CN104137070A CN104137070A (zh) 2014-11-05
CN104137070B true CN104137070B (zh) 2017-07-21

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US (1) US9430807B2 (https=)
EP (1) EP2820540B1 (https=)
JP (1) JP6077018B2 (https=)
CN (1) CN104137070B (https=)
WO (1) WO2013130614A1 (https=)

Families Citing this family (24)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US8972923B2 (en) * 2011-02-08 2015-03-03 Maxeler Technologies Ltd. Method and apparatus and software code for generating a hardware stream processor design
US9830163B2 (en) * 2012-06-08 2017-11-28 Advanced Micro Devices, Inc. Control flow in a heterogeneous computer system
US8966510B2 (en) * 2013-02-04 2015-02-24 International Business Machines Corporation Kernel execution for hybrid systems
US9256976B2 (en) * 2013-07-09 2016-02-09 Intel Corporation Techniques for extracting and displaying partially processed graphics information
US9740464B2 (en) * 2014-05-30 2017-08-22 Apple Inc. Unified intermediate representation
US10127499B1 (en) 2014-08-11 2018-11-13 Rigetti & Co, Inc. Operating a quantum processor in a heterogeneous computing architecture
WO2016068170A1 (ja) 2014-10-29 2016-05-06 日本ゼオン株式会社 共役ジエン重合体の製造方法
US9652817B2 (en) 2015-03-12 2017-05-16 Samsung Electronics Co., Ltd. Automated compute kernel fusion, resizing, and interleave
US9983857B2 (en) 2015-06-16 2018-05-29 Architecture Technology Corporation Dynamic computational acceleration using a heterogeneous hardware infrastructure
US9972063B2 (en) * 2015-07-30 2018-05-15 International Business Machines Corporation Pipelined approach to fused kernels for optimization of machine learning workloads on graphical processing units
US10387988B2 (en) * 2016-02-26 2019-08-20 Google Llc Compiler techniques for mapping program code to a high performance, power efficient, programmable image processing hardware platform
US10984152B2 (en) 2016-09-30 2021-04-20 Rigetti & Co, Inc. Simulating quantum systems with quantum computation
CN106776014B (zh) * 2016-11-29 2020-08-18 科大讯飞股份有限公司 异构计算中的并行加速方法及系统
US10614541B2 (en) 2017-06-29 2020-04-07 Nvidia Corporation Hybrid, scalable CPU/GPU rigid body pipeline
US10726605B2 (en) * 2017-09-15 2020-07-28 Intel Corporation Method and apparatus for efficient processing of derived uniform values in a graphics processor
US10580190B2 (en) 2017-10-20 2020-03-03 Westghats Technologies Private Limited Graph based heterogeneous parallel processing system
US11163546B2 (en) * 2017-11-07 2021-11-02 Intel Corporation Method and apparatus for supporting programmatic control of a compiler for generating high-performance spatial hardware
CN110401598A (zh) * 2018-04-25 2019-11-01 中国移动通信集团设计院有限公司 管线拓扑自动发现方法、装置及系统
WO2019222748A1 (en) 2018-05-18 2019-11-21 Rigetti & Co, Inc. Computing platform with heterogenous quantum processors
EP3794477B1 (en) * 2019-01-04 2023-05-10 Baidu.com Times Technology (Beijing) Co., Ltd. Method and system for validating kernel objects to be executed by a data processing accelerator of a host system
US10997686B2 (en) * 2019-01-09 2021-05-04 Intel Corporation Workload scheduling and distribution on a distributed graphics device
CN111159897B (zh) * 2019-12-31 2023-11-03 新奥数能科技有限公司 基于系统建模应用的目标优化方法和装置
CN114330689B (zh) * 2021-12-29 2025-02-07 北京字跳网络技术有限公司 数据处理方法、装置、电子设备及存储介质
US20240095024A1 (en) * 2022-06-09 2024-03-21 Nvidia Corporation Program code versions

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6578197B1 (en) * 1998-04-08 2003-06-10 Silicon Graphics, Inc. System and method for high-speed execution of graphics application programs including shading language instructions
US7370156B1 (en) * 2004-11-04 2008-05-06 Panta Systems, Inc. Unity parallel processing system and method
US20110043518A1 (en) * 2009-08-21 2011-02-24 Nicolas Galoppo Von Borries Techniques to store and retrieve image data
US20110072245A1 (en) * 2009-09-23 2011-03-24 Duluk Jr Jerome F Hardware for parallel command list generation
CN102640115A (zh) * 2009-09-03 2012-08-15 先进微装置公司 包括具有多缓冲区以使在着色器核心上不同类型工作能够异步并行分派的指令处理器的图形处理单元

Family Cites Families (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2004171234A (ja) * 2002-11-19 2004-06-17 Toshiba Corp マルチプロセッサシステムにおけるタスク割り付け方法、タスク割り付けプログラム及びマルチプロセッサシステム
US20080204468A1 (en) 2007-02-28 2008-08-28 Wenlong Li Graphics processor pipelined reduction operations
US9354944B2 (en) 2009-07-27 2016-05-31 Advanced Micro Devices, Inc. Mapping processing logic having data-parallel threads across processors
US8669990B2 (en) * 2009-12-31 2014-03-11 Intel Corporation Sharing resources between a CPU and GPU
JP5017410B2 (ja) * 2010-03-26 2012-09-05 株式会社東芝 ソフトウェア変換プログラム、および、計算機システム
US20110289519A1 (en) 2010-05-21 2011-11-24 Frost Gary R Distributing workloads in a computing platform
US8782645B2 (en) 2011-05-11 2014-07-15 Advanced Micro Devices, Inc. Automatic load balancing for heterogeneous cores
US8683468B2 (en) 2011-05-16 2014-03-25 Advanced Micro Devices, Inc. Automatic kernel migration for heterogeneous cores
US10013731B2 (en) 2011-06-30 2018-07-03 Intel Corporation Maximizing parallel processing in graphics processors

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6578197B1 (en) * 1998-04-08 2003-06-10 Silicon Graphics, Inc. System and method for high-speed execution of graphics application programs including shading language instructions
US7370156B1 (en) * 2004-11-04 2008-05-06 Panta Systems, Inc. Unity parallel processing system and method
US20110043518A1 (en) * 2009-08-21 2011-02-24 Nicolas Galoppo Von Borries Techniques to store and retrieve image data
CN102640115A (zh) * 2009-09-03 2012-08-15 先进微装置公司 包括具有多缓冲区以使在着色器核心上不同类型工作能够异步并行分派的指令处理器的图形处理单元
US20110072245A1 (en) * 2009-09-23 2011-03-24 Duluk Jr Jerome F Hardware for parallel command list generation

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Publication number Publication date
EP2820540B1 (en) 2019-04-10
EP2820540A1 (en) 2015-01-07
WO2013130614A1 (en) 2013-09-06
JP2015513737A (ja) 2015-05-14
JP6077018B2 (ja) 2017-02-08
US9430807B2 (en) 2016-08-30
US20130222399A1 (en) 2013-08-29
CN104137070A (zh) 2014-11-05

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Granted publication date: 20170721