CN107873091B - 用于滑动窗口运算的方法和设备 - Google Patents

用于滑动窗口运算的方法和设备 Download PDF

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CN107873091B
CN107873091B CN201680039649.1A CN201680039649A CN107873091B CN 107873091 B CN107873091 B CN 107873091B CN 201680039649 A CN201680039649 A CN 201680039649A CN 107873091 B CN107873091 B CN 107873091B
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CN107873091A (zh
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艾瑞克·马胡林
雅各布·帕维尔·戈拉布
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Qualcomm Inc
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Qualcomm Inc
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    • 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
    • G06F9/30—Arrangements for executing machine instructions, e.g. instruction decode
    • G06F9/38—Concurrent instruction execution, e.g. pipeline or look ahead
    • G06F9/3885—Concurrent instruction execution, e.g. pipeline or look ahead using a plurality of independent parallel functional units
    • G06F9/3887—Concurrent instruction execution, e.g. pipeline or look ahead using a plurality of independent parallel functional units controlled by a single instruction for multiple data lanes [SIMD]
    • 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
    • G06F15/80—Architectures of general purpose stored program computers comprising an array of processing units with common control, e.g. single instruction multiple data processors
    • G06F15/8007—Architectures of general purpose stored program computers comprising an array of processing units with common control, e.g. single instruction multiple data processors single instruction multiple data [SIMD] multiprocessors
    • 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
    • G06F15/82—Architectures of general purpose stored program computers data or demand 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
    • G06F9/30—Arrangements for executing machine instructions, e.g. instruction decode
    • G06F9/30003—Arrangements for executing specific machine instructions
    • G06F9/30007—Arrangements for executing specific machine instructions to perform operations on data operands
    • G06F9/3001—Arithmetic instructions
    • 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
    • G06F9/30—Arrangements for executing machine instructions, e.g. instruction decode
    • G06F9/30003—Arrangements for executing specific machine instructions
    • G06F9/30007—Arrangements for executing specific machine instructions to perform operations on data operands
    • G06F9/30021—Compare instructions, e.g. Greater-Than, Equal-To, MINMAX
    • 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
    • G06F9/30—Arrangements for executing machine instructions, e.g. instruction decode
    • G06F9/30003—Arrangements for executing specific machine instructions
    • G06F9/30007—Arrangements for executing specific machine instructions to perform operations on data operands
    • G06F9/30029—Logical and Boolean instructions, e.g. XOR, NOT
    • 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
    • G06F9/30—Arrangements for executing machine instructions, e.g. instruction decode
    • G06F9/30003—Arrangements for executing specific machine instructions
    • G06F9/30007—Arrangements for executing specific machine instructions to perform operations on data operands
    • G06F9/30032—Movement instructions, e.g. MOVE, SHIFT, ROTATE, SHUFFLE
    • 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
    • G06F9/30—Arrangements for executing machine instructions, e.g. instruction decode
    • G06F9/30003—Arrangements for executing specific machine instructions
    • G06F9/30007—Arrangements for executing specific machine instructions to perform operations on data operands
    • G06F9/30036—Instructions to perform operations on packed data, e.g. vector, tile or matrix operations
    • 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
    • G06F9/30—Arrangements for executing machine instructions, e.g. instruction decode
    • G06F9/30098—Register arrangements
    • G06F9/30105—Register structure
    • 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
    • G06F9/30—Arrangements for executing machine instructions, e.g. instruction decode
    • G06F9/30098—Register arrangements
    • G06F9/30105—Register structure
    • G06F9/30112—Register structure comprising data of variable length
    • 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
    • G06F9/30—Arrangements for executing machine instructions, e.g. instruction decode
    • G06F9/30098—Register arrangements
    • G06F9/3012—Organisation of register space, e.g. banked or distributed register file
    • G06F9/30134—Register stacks; shift registers

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Software Systems (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • Computer Hardware Design (AREA)
  • Mathematical Physics (AREA)
  • Computational Mathematics (AREA)
  • Mathematical Analysis (AREA)
  • Mathematical Optimization (AREA)
  • Pure & Applied Mathematics (AREA)
  • Computing Systems (AREA)
  • Executing Machine-Instructions (AREA)
  • Complex Calculations (AREA)
  • Advance Control (AREA)
CN201680039649.1A 2015-07-20 2016-07-11 用于滑动窗口运算的方法和设备 Active CN107873091B (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US14/803,728 2015-07-20
US14/803,728 US10459731B2 (en) 2015-07-20 2015-07-20 Sliding window operation
PCT/US2016/041779 WO2017014979A1 (en) 2015-07-20 2016-07-11 Simd sliding window operation

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CN107873091A CN107873091A (zh) 2018-04-03
CN107873091B true CN107873091B (zh) 2021-05-28

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US (1) US10459731B2 (enExample)
EP (1) EP3326061B1 (enExample)
JP (1) JP6737869B2 (enExample)
KR (1) KR102092049B1 (enExample)
CN (1) CN107873091B (enExample)
BR (1) BR112018001183A2 (enExample)
CA (1) CA2990249A1 (enExample)
WO (1) WO2017014979A1 (enExample)

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US11803377B2 (en) * 2017-09-08 2023-10-31 Oracle International Corporation Efficient direct convolution using SIMD instructions
US11403727B2 (en) 2020-01-28 2022-08-02 Nxp Usa, Inc. System and method for convolving an image
CN113887695A (zh) * 2020-07-03 2022-01-04 北京君正集成电路股份有限公司 一种基于simd的卷积运算的并行优化方法
US11586442B2 (en) 2020-08-06 2023-02-21 Nxp Usa, Inc. System and method for convolving image with sparse kernels

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US6009505A (en) * 1996-12-02 1999-12-28 Compaq Computer Corp. System and method for routing one operand to arithmetic logic units from fixed register slots and another operand from any register slot
CN102012893A (zh) * 2010-11-25 2011-04-13 中国人民解放军国防科学技术大学 一种可扩展向量运算簇
CN104699458A (zh) * 2015-03-30 2015-06-10 哈尔滨工业大学 定点向量处理器及其向量数据访存控制方法

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CN102012893A (zh) * 2010-11-25 2011-04-13 中国人民解放军国防科学技术大学 一种可扩展向量运算簇
CN104699458A (zh) * 2015-03-30 2015-06-10 哈尔滨工业大学 定点向量处理器及其向量数据访存控制方法

Also Published As

Publication number Publication date
CA2990249A1 (en) 2017-01-26
US20170024218A1 (en) 2017-01-26
CN107873091A (zh) 2018-04-03
JP6737869B2 (ja) 2020-08-12
KR20180030540A (ko) 2018-03-23
WO2017014979A1 (en) 2017-01-26
JP2018525730A (ja) 2018-09-06
US10459731B2 (en) 2019-10-29
KR102092049B1 (ko) 2020-04-20
EP3326061A1 (en) 2018-05-30
BR112018001183A2 (en) 2018-09-11
EP3326061B1 (en) 2022-05-25

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