SG10202104454YA - Accessing Data In Multi-Dimensional Tensors - Google Patents
Accessing Data In Multi-Dimensional TensorsInfo
- Publication number
- SG10202104454YA SG10202104454YA SG10202104454YA SG10202104454YA SG10202104454YA SG 10202104454Y A SG10202104454Y A SG 10202104454YA SG 10202104454Y A SG10202104454Y A SG 10202104454YA SG 10202104454Y A SG10202104454Y A SG 10202104454YA SG 10202104454Y A SG10202104454Y A SG 10202104454YA
- Authority
- SG
- Singapore
- Prior art keywords
- accessing data
- dimensional tensors
- tensors
- dimensional
- accessing
- Prior art date
Links
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR 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; CALCULATING OR 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
- G06F9/34—Addressing or accessing the instruction operand or the result ; Formation of operand address; Addressing modes
- G06F9/355—Indexed addressing
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR 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
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR 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; CALCULATING OR 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; CALCULATING OR 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
- G06F9/3005—Arrangements for executing specific machine instructions to perform operations for flow control
- G06F9/30054—Unconditional branch instructions
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR 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
- G06F9/3005—Arrangements for executing specific machine instructions to perform operations for flow control
- G06F9/30061—Multi-way branch instructions, e.g. CASE
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR 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
- G06F9/3005—Arrangements for executing specific machine instructions to perform operations for flow control
- G06F9/30065—Loop control instructions; iterative instructions, e.g. LOOP, REPEAT
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR 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
- G06F9/30101—Special purpose registers
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR 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
- G06F9/32—Address formation of the next instruction, e.g. by incrementing the instruction counter
- G06F9/321—Program or instruction counter, e.g. incrementing
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR 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
- G06F9/32—Address formation of the next instruction, e.g. by incrementing the instruction counter
- G06F9/322—Address formation of the next instruction, e.g. by incrementing the instruction counter for non-sequential address
- G06F9/325—Address formation of the next instruction, e.g. by incrementing the instruction counter for non-sequential address for loops, e.g. loop detection or loop counter
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR 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
- G06F9/34—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
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR 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
- G06F9/34—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; CALCULATING OR 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, look ahead
- G06F9/3836—Instruction issuing, e.g. dynamic instruction scheduling or out of order instruction execution
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR 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
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US15/014,265 US9875104B2 (en) | 2016-02-03 | 2016-02-03 | Accessing data in multi-dimensional tensors |
Publications (1)
Publication Number | Publication Date |
---|---|
SG10202104454YA true SG10202104454YA (en) | 2021-06-29 |
Family
ID=57860636
Family Applications (2)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
SG10201610917TA SG10201610917TA (en) | 2016-02-03 | 2016-12-28 | Accessing Data In Multi-Dimensional Tensors |
SG10202104454YA SG10202104454YA (en) | 2016-02-03 | 2016-12-28 | Accessing Data In Multi-Dimensional Tensors |
Family Applications Before (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
SG10201610917TA SG10201610917TA (en) | 2016-02-03 | 2016-12-28 | Accessing Data In Multi-Dimensional Tensors |
Country Status (7)
Country | Link |
---|---|
US (4) | US9875104B2 (en) |
EP (1) | EP3226121A3 (en) |
JP (3) | JP6896415B2 (en) |
KR (4) | KR101924500B1 (en) |
CN (2) | CN110457069B (en) |
SG (2) | SG10201610917TA (en) |
TW (4) | TWI635390B (en) |
Families Citing this family (32)
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 |
US10175980B2 (en) | 2016-10-27 | 2019-01-08 | Google Llc | Neural network compute tile |
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 |
US10896367B2 (en) * | 2017-03-07 | 2021-01-19 | Google Llc | Depth concatenation using a matrix computation unit |
CN110312992A (en) | 2017-03-20 | 2019-10-08 | 英特尔公司 | For piece matrix multiplication and cumulative system, method and apparatus |
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 |
US11275588B2 (en) | 2017-07-01 | 2022-03-15 | Intel Corporation | Context save with variable save state 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 (en) * | 2017-11-24 | 2019-09-30 | 서울대학교산학협력단 | Apparatus for supporting multi-dimensional data analysis through parallel processing and method for the same |
WO2019113007A1 (en) * | 2017-12-05 | 2019-06-13 | Wave Computing, Inc. | Pipelined tensor manipulation within a reconfigurable fabric |
US10956315B2 (en) * | 2018-07-24 | 2021-03-23 | Micron Technology, Inc. | Memory devices and methods which may facilitate tensor memory access |
CN109255438B (en) * | 2018-09-17 | 2020-07-17 | 地平线(上海)人工智能技术有限公司 | Method and apparatus for adjusting tensor data |
CN111291240B (en) * | 2018-12-06 | 2023-12-08 | 华为技术有限公司 | Method for processing data and data processing device |
CN111324294B (en) * | 2018-12-17 | 2023-11-07 | 地平线(上海)人工智能技术有限公司 | Method and device for accessing tensor data |
CN109857744B (en) * | 2019-02-13 | 2020-03-20 | 上海燧原智能科技有限公司 | Sparse tensor calculation method, device, equipment and storage medium |
CN111723917B (en) * | 2019-03-21 | 2022-11-01 | 中科寒武纪科技股份有限公司 | Operation method, device and related product |
CN112257857A (en) * | 2019-07-22 | 2021-01-22 | 中科寒武纪科技股份有限公司 | Tensor processing method and related product |
CN110209503B (en) * | 2019-08-01 | 2019-10-25 | 上海燧原智能科技有限公司 | Specification calculation method, device, equipment and the medium of multidimensional tensor |
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 |
CN111767508B (en) * | 2020-07-09 | 2024-02-23 | 地平线(上海)人工智能技术有限公司 | Method, device, medium and equipment for computing tensor data by computer |
CN111737007B (en) * | 2020-07-24 | 2021-06-18 | 北京一流科技有限公司 | Frequency division processing system and method for data object |
US11954580B2 (en) * | 2020-09-16 | 2024-04-09 | Meta Platforms, Inc. | Spatial tiling of compute arrays with shared control |
CN113836049B (en) * | 2021-09-17 | 2023-08-08 | 海飞科(南京)信息技术有限公司 | Memory access method and electronic device |
CN114489798B (en) * | 2022-01-25 | 2024-04-05 | 海飞科(南京)信息技术有限公司 | Method and electronic device for determining out-of-range state of tensor element |
US11868329B2 (en) | 2022-05-20 | 2024-01-09 | International Business Machines Corporation | Multidimensional cube multivariate regression |
Family Cites Families (32)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JPS58114245A (en) * | 1981-12-28 | 1983-07-07 | Fujitsu Ltd | Vector-converting system of index increment |
JP3102027B2 (en) | 1990-11-20 | 2000-10-23 | 日本電気株式会社 | Nesting management mechanism for loop control |
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 |
AU2001245519A1 (en) * | 2000-03-08 | 2001-09-17 | Sun Microsystems, Inc. | Processing architecture having an array bounds check capability |
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 |
JP2003244190A (en) * | 2002-02-19 | 2003-08-29 | Matsushita Electric Ind Co Ltd | Processor for data flow control switch and data flow control switch |
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 (en) * | 2003-09-09 | 2006-06-14 | 大唐微电子技术有限公司 | Montgomery analog multiplication algorithm and its analog multiplication and analog power operation circuit |
CN100520714C (en) | 2005-01-25 | 2009-07-29 | Nxp股份有限公司 | Multi-threaded processor |
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 |
ATE463788T1 (en) * | 2007-06-26 | 2010-04-15 | Ericsson Telefon Ab L M | 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 |
US20130185540A1 (en) * | 2011-07-14 | 2013-07-18 | Texas Instruments Incorporated | Processor with multi-level looping vector coprocessor |
WO2013095601A1 (en) * | 2011-12-23 | 2013-06-27 | Intel Corporation | Instruction for element offset calculation in a multi-dimensional array |
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 (en) * | 2013-09-17 | 2017-01-18 | 西安电子科技大学 | Method for determining specific visual cognition state of brain based on sparse nonnegative tensor factorization (SNTF) |
US9087394B1 (en) | 2014-02-13 | 2015-07-21 | Raycast Systems, Inc. | Computer hardware architecture and data structures for packet binning to support incoherent ray traversal |
CN105260322B (en) * | 2014-06-30 | 2020-09-01 | 中兴通讯股份有限公司 | Method and device for eliminating cyclic shift of cyclic buffer area |
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 |
CN109416754B (en) | 2016-05-26 | 2020-06-23 | 多伦多大学管理委员会 | Accelerator for deep neural network |
US10175980B2 (en) | 2016-10-27 | 2019-01-08 | Google Llc | Neural network compute tile |
-
2016
- 2016-02-03 US US15/014,265 patent/US9875104B2/en active Active
- 2016-12-26 JP JP2016250976A patent/JP6896415B2/en active Active
- 2016-12-28 SG SG10201610917TA patent/SG10201610917TA/en unknown
- 2016-12-28 SG SG10202104454YA patent/SG10202104454YA/en unknown
- 2016-12-29 KR KR1020160182981A patent/KR101924500B1/en active IP Right Grant
- 2016-12-30 TW TW105144084A patent/TWI635390B/en active
- 2016-12-30 TW TW108144554A patent/TWI700587B/en active
- 2016-12-30 TW TW107126366A patent/TWI681291B/en active
- 2016-12-30 TW TW109123874A patent/TWI772842B/en active
- 2016-12-30 EP EP16207511.3A patent/EP3226121A3/en active Pending
-
2017
- 2017-01-13 CN CN201910630145.2A patent/CN110457069B/en active Active
- 2017-01-13 CN CN201710025689.7A patent/CN107038018B/en active Active
- 2017-03-13 US US15/456,812 patent/US9875100B2/en active Active
- 2017-12-15 US US15/844,192 patent/US10228947B2/en active Active
-
2018
- 2018-11-20 KR KR1020180143824A patent/KR102472424B1/en active IP Right Grant
-
2019
- 2019-03-11 US US16/298,535 patent/US10838724B2/en active Active
-
2021
- 2021-06-09 JP JP2021096509A patent/JP7225314B2/en active Active
-
2022
- 2022-11-24 KR KR1020220159111A patent/KR102596365B1/en active IP Right Grant
-
2023
- 2023-02-08 JP JP2023017754A patent/JP2023059898A/en active Pending
- 2023-10-26 KR KR1020230144479A patent/KR20230153972A/en not_active Application Discontinuation
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