TWI681291B - 存取多維張量中之資料 - Google Patents

存取多維張量中之資料 Download PDF

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TWI681291B
TWI681291B TW107126366A TW107126366A TWI681291B TW I681291 B TWI681291 B TW I681291B TW 107126366 A TW107126366 A TW 107126366A TW 107126366 A TW107126366 A TW 107126366A TW I681291 B TWI681291 B TW I681291B
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value
tensor
loop
index
dimension
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TW107126366A
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Chinese (zh)
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TW201907305A (zh
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禹同爀
艾佛列特 菲而普斯安德魯
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美商谷歌有限責任公司
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    • G06—COMPUTING OR CALCULATING; 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 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
    • G06F9/3013—Organisation of register space, e.g. banked or distributed register file according to data content, e.g. floating-point registers, address registers
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    • G06F12/02—Addressing or allocation; Relocation
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    • 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
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    • 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
    • G06F9/34—Addressing or accessing the instruction operand or the result ; Formation of operand address; Addressing modes
    • G06F9/345—Addressing or accessing the instruction operand or the result ; Formation of operand address; Addressing modes of multiple operands or results
    • G06F9/3455—Addressing or accessing the instruction operand or the result ; Formation of operand address; Addressing modes of multiple operands or results using stride
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    • 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
    • G06F9/34—Addressing or accessing the instruction operand or the result ; Formation of operand address; Addressing modes
    • G06F9/355—Indexed addressing
    • G—PHYSICS
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    • 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
    • G06F9/34—Addressing or accessing the instruction operand or the result ; Formation of operand address; Addressing modes
    • G06F9/355—Indexed addressing
    • G06F9/3555—Indexed addressing using scaling, e.g. multiplication of index
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
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    • 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
    • G06F9/3836—Instruction issuing, e.g. dynamic instruction scheduling or out of order instruction execution
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F2212/00—Indexing scheme relating to accessing, addressing or allocation within memory systems or architectures
    • G06F2212/45—Caching of specific data in cache memory
    • G06F2212/454—Vector or matrix data

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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)
  • Mathematical Physics (AREA)
  • Computational Mathematics (AREA)
  • Mathematical Analysis (AREA)
  • Mathematical Optimization (AREA)
  • Pure & Applied Mathematics (AREA)
  • Data Mining & Analysis (AREA)
  • Computing Systems (AREA)
  • Algebra (AREA)
  • Databases & Information Systems (AREA)
  • Advance Control (AREA)
  • Complex Calculations (AREA)
  • Executing Machine-Instructions (AREA)
  • Memory System (AREA)
  • Memory System Of A Hierarchy Structure (AREA)
TW107126366A 2016-02-03 2016-12-30 存取多維張量中之資料 TWI681291B (zh)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US15/014,265 US9875104B2 (en) 2016-02-03 2016-02-03 Accessing data in multi-dimensional tensors
US15/014,265 2016-02-03

Publications (2)

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TW201907305A TW201907305A (zh) 2019-02-16
TWI681291B true TWI681291B (zh) 2020-01-01

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TW107126366A TWI681291B (zh) 2016-02-03 2016-12-30 存取多維張量中之資料
TW109123874A TWI772842B (zh) 2016-02-03 2016-12-30 用於判定一ｎ維張量之元素之記憶體位址之設備、系統、及方法
TW105144084A TWI635390B (zh) 2016-02-03 2016-12-30 存取多維張量中之資料
TW108144554A TWI700587B (zh) 2016-02-03 2016-12-30 存取多維張量中之資料

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TW109123874A TWI772842B (zh) 2016-02-03 2016-12-30 用於判定一ｎ維張量之元素之記憶體位址之設備、系統、及方法
TW105144084A TWI635390B (zh) 2016-02-03 2016-12-30 存取多維張量中之資料
TW108144554A TWI700587B (zh) 2016-02-03 2016-12-30 存取多維張量中之資料

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US (4) US9875104B2 (enExample)
EP (1) EP3226121B1 (enExample)
JP (3) JP6896415B2 (enExample)
KR (4) KR101924500B1 (enExample)
CN (2) CN110457069B (enExample)
FI (1) FI3226121T3 (enExample)
SG (2) SG10201610917TA (enExample)
TW (4) TWI681291B (enExample)

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