SG10201610912UA - Matrix Processing Apparatus - Google Patents
Matrix Processing ApparatusInfo
- Publication number
- SG10201610912UA SG10201610912UA SG10201610912UA SG10201610912UA SG10201610912UA SG 10201610912U A SG10201610912U A SG 10201610912UA SG 10201610912U A SG10201610912U A SG 10201610912UA SG 10201610912U A SG10201610912U A SG 10201610912UA SG 10201610912U A SG10201610912U A SG 10201610912UA
- Authority
- SG
- Singapore
- Prior art keywords
- processing apparatus
- matrix processing
- matrix
- processing
- Prior art date
Links
Classifications
-
- 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
-
- 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
-
- 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
- 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
-
- 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
- G06F17/14—Fourier, Walsh or analogous domain transformations, e.g. Laplace, Hilbert, Karhunen-Loeve, transforms
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
- G06F3/06—Digital input from, or digital output to, record carriers, e.g. RAID, emulated record carriers or networked record carriers
-
- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16Z—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS, NOT OTHERWISE PROVIDED FOR
- G16Z99/00—Subject matter not provided for in other main groups of this subclass
-
- H—ELECTRICITY
- H03—ELECTRONIC CIRCUITRY
- H03M—CODING; DECODING; CODE CONVERSION IN GENERAL
- H03M7/00—Conversion of a code where information is represented by a given sequence or number of digits to a code where the same, similar or subset of information is represented by a different sequence or number of digits
- H03M7/30—Compression; Expansion; Suppression of unnecessary data, e.g. redundancy reduction
-
- H—ELECTRICITY
- H03—ELECTRONIC CIRCUITRY
- H03M—CODING; DECODING; CODE CONVERSION IN GENERAL
- H03M7/00—Conversion of a code where information is represented by a given sequence or number of digits to a code where the same, similar or subset of information is represented by a different sequence or number of digits
- H03M7/30—Compression; Expansion; Suppression of unnecessary data, e.g. redundancy reduction
- H03M7/3059—Digital compression and data reduction techniques where the original information is represented by a subset or similar information, e.g. lossy compression
-
- H—ELECTRICITY
- H03—ELECTRONIC CIRCUITRY
- H03M—CODING; DECODING; CODE CONVERSION IN GENERAL
- H03M7/00—Conversion of a code where information is represented by a given sequence or number of digits to a code where the same, similar or subset of information is represented by a different sequence or number of digits
- H03M7/30—Compression; Expansion; Suppression of unnecessary data, e.g. redundancy reduction
- H03M7/3059—Digital compression and data reduction techniques where the original information is represented by a subset or similar information, e.g. lossy compression
- H03M7/3062—Compressive sampling or sensing
Landscapes
- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Mathematical Physics (AREA)
- Data Mining & Analysis (AREA)
- Computational Mathematics (AREA)
- Mathematical Analysis (AREA)
- Mathematical Optimization (AREA)
- Pure & Applied Mathematics (AREA)
- General Engineering & Computer Science (AREA)
- Software Systems (AREA)
- Databases & Information Systems (AREA)
- Algebra (AREA)
- Computing Systems (AREA)
- Human Computer Interaction (AREA)
- Complex Calculations (AREA)
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US15/016,486 US9898441B2 (en) | 2016-02-05 | 2016-02-05 | Matrix processing apparatus |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| SG10201610912UA true SG10201610912UA (en) | 2017-09-28 |
Family
ID=57796137
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| SG10201610912UA SG10201610912UA (en) | 2016-02-05 | 2016-12-28 | Matrix Processing Apparatus |
Country Status (8)
| Country | Link |
|---|---|
| US (2) | US9898441B2 (en) |
| EP (1) | EP3203381A1 (en) |
| JP (2) | JP6626433B2 (en) |
| KR (2) | KR101936396B1 (en) |
| CN (2) | CN113254871A (en) |
| BR (1) | BR102016031034A2 (en) |
| SG (1) | SG10201610912UA (en) |
| TW (1) | TWI661315B (en) |
Families Citing this family (8)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US9805001B2 (en) | 2016-02-05 | 2017-10-31 | Google Inc. | Matrix processing apparatus |
| TWI769810B (en) | 2017-05-17 | 2022-07-01 | 美商谷歌有限責任公司 | Special purpose neural network training chip |
| KR20200052182A (en) * | 2018-11-06 | 2020-05-14 | 한국전자통신연구원 | Method and apparatus for compressing/decompressing deep learning model |
| US10789510B2 (en) | 2019-01-11 | 2020-09-29 | Google Llc | Dynamic minibatch sizes |
| CN110489428B (en) * | 2019-08-26 | 2020-05-22 | 上海燧原智能科技有限公司 | Multi-dimensional sparse matrix compression method, decompression method, device, equipment and medium |
| US11295199B2 (en) | 2019-12-09 | 2022-04-05 | UMNAI Limited | XAI and XNN conversion |
| US11971885B2 (en) * | 2021-02-10 | 2024-04-30 | Adobe Inc. | Retrieval aware embedding |
| CN112712456A (en) * | 2021-02-23 | 2021-04-27 | 中天恒星(上海)科技有限公司 | GPU processing circuit structure |
Family Cites Families (29)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US5713037A (en) | 1990-11-13 | 1998-01-27 | International Business Machines Corporation | Slide bus communication functions for SIMD/MIMD array processor |
| US5625836A (en) | 1990-11-13 | 1997-04-29 | International Business Machines Corporation | SIMD/MIMD processing memory element (PME) |
| JP2557175B2 (en) * | 1992-05-22 | 1996-11-27 | インターナショナル・ビジネス・マシーンズ・コーポレイション | Computer system |
| US5446908A (en) | 1992-10-21 | 1995-08-29 | The United States Of America As Represented By The Secretary Of The Navy | Method and apparatus for pre-processing inputs to parallel architecture computers |
| US5644517A (en) | 1992-10-22 | 1997-07-01 | International Business Machines Corporation | Method for performing matrix transposition on a mesh multiprocessor architecture having multiple processor with concurrent execution of the multiple processors |
| JPH06243113A (en) * | 1993-02-19 | 1994-09-02 | Fujitsu Ltd | Calculation model mapping method for parallel computer |
| JPH0713945A (en) * | 1993-06-16 | 1995-01-17 | Nippon Sheet Glass Co Ltd | Bus structure of multiprocessor system with separated arithmetic processing part and control/storage part |
| US6249614B1 (en) * | 1998-03-06 | 2001-06-19 | Alaris, Inc. | Video compression and decompression using dynamic quantization and/or encoding |
| US7587516B2 (en) | 2001-02-24 | 2009-09-08 | International Business Machines Corporation | Class network routing |
| KR100537582B1 (en) | 2001-02-24 | 2005-12-20 | 인터내셔널 비지네스 머신즈 코포레이션 | A novel massively parallel supercomputer |
| JP3953295B2 (en) * | 2001-10-23 | 2007-08-08 | インターナショナル・ビジネス・マシーンズ・コーポレーション | Information search system, information search method, program for executing information search, and recording medium on which program for executing information search is recorded |
| US20060072834A1 (en) * | 2003-04-17 | 2006-04-06 | Lynch William C | Permutation procrastination |
| US6961888B2 (en) | 2002-08-20 | 2005-11-01 | Flarion Technologies, Inc. | Methods and apparatus for encoding LDPC codes |
| US7668268B2 (en) * | 2006-05-22 | 2010-02-23 | Nokia Corporation | Lower complexity computation of lattice reduction |
| CN101621514B (en) * | 2009-07-24 | 2013-01-09 | 北京航空航天大学 | Network data compressing method, network system and synthesis center equipment |
| US8751556B2 (en) | 2010-06-11 | 2014-06-10 | Massachusetts Institute Of Technology | Processor for large graph algorithm computations and matrix operations |
| US8549259B2 (en) | 2010-09-15 | 2013-10-01 | International Business Machines Corporation | Performing a vector collective operation on a parallel computer having a plurality of compute nodes |
| US8996518B2 (en) * | 2010-12-20 | 2015-03-31 | Sas Institute Inc. | Systems and methods for generating a cross-product matrix in a single pass through data using single pass levelization |
| CN102141976B (en) | 2011-01-10 | 2013-08-14 | 中国科学院软件研究所 | Method for storing diagonal data of sparse matrix and SpMV (Sparse Matrix Vector) realization method based on method |
| US9665531B2 (en) | 2012-06-13 | 2017-05-30 | International Business Machines Corporation | Performing synchronized collective operations over multiple process groups |
| CN102968632A (en) * | 2012-10-15 | 2013-03-13 | 北京大学 | Method for obtaining compact global characteristic descriptors of images and image searching method |
| JP6083300B2 (en) * | 2013-03-29 | 2017-02-22 | 富士通株式会社 | Program, parallel operation method, and information processing apparatus |
| US9367519B2 (en) | 2013-08-30 | 2016-06-14 | Microsoft Technology Licensing, Llc | Sparse matrix data structure |
| US9471377B2 (en) | 2013-11-13 | 2016-10-18 | Reservoir Labs, Inc. | Systems and methods for parallelizing and optimizing sparse tensor computations |
| CN103984527B (en) * | 2014-04-01 | 2017-12-15 | 杭州电子科技大学 | Optimization Sparse Matrix-Vector multiplies the method for lifting incompressible pipe flow field simulation efficiency |
| US10067909B2 (en) | 2014-06-25 | 2018-09-04 | Sap Se | Sparse linear algebra in column-oriented in-memory database |
| US9715481B2 (en) | 2014-06-27 | 2017-07-25 | Oracle International Corporation | Approach for more efficient use of computing resources while calculating cross product or its approximation for logistic regression on big data sets |
| JP6547275B2 (en) * | 2014-10-29 | 2019-07-24 | 株式会社リコー | INFORMATION PROCESSING SYSTEM, INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD, AND PROGRAM |
| CN104636273B (en) * | 2015-02-28 | 2017-07-25 | 中国科学技术大学 | A kind of sparse matrix storage method on SIMD many-core processors with Multi-Level Cache |
-
2016
- 2016-02-05 US US15/016,486 patent/US9898441B2/en active Active
- 2016-12-22 US US15/389,386 patent/US9880976B2/en active Active
- 2016-12-26 JP JP2016251097A patent/JP6626433B2/en active Active
- 2016-12-28 SG SG10201610912UA patent/SG10201610912UA/en unknown
- 2016-12-29 KR KR1020160183036A patent/KR101936396B1/en active IP Right Grant
- 2016-12-29 TW TW105143865A patent/TWI661315B/en active
- 2016-12-29 EP EP16207246.6A patent/EP3203381A1/en not_active Ceased
- 2016-12-30 BR BR102016031034-2A patent/BR102016031034A2/en not_active Application Discontinuation
-
2017
- 2017-01-13 CN CN202110566425.9A patent/CN113254871A/en active Pending
- 2017-01-13 CN CN201710025656.2A patent/CN107045492B/en active Active
-
2019
- 2019-01-02 KR KR1020190000287A patent/KR102099221B1/en active IP Right Grant
- 2019-11-29 JP JP2019216610A patent/JP7023917B2/en active Active
Also Published As
| Publication number | Publication date |
|---|---|
| KR20170093697A (en) | 2017-08-16 |
| JP2017138966A (en) | 2017-08-10 |
| US9880976B2 (en) | 2018-01-30 |
| US20170228344A1 (en) | 2017-08-10 |
| TWI661315B (en) | 2019-06-01 |
| KR20190003849A (en) | 2019-01-09 |
| KR101936396B1 (en) | 2019-01-08 |
| BR102016031034A2 (en) | 2018-11-21 |
| CN107045492A (en) | 2017-08-15 |
| JP7023917B2 (en) | 2022-02-22 |
| KR102099221B1 (en) | 2020-04-09 |
| EP3203381A1 (en) | 2017-08-09 |
| CN107045492B (en) | 2021-06-11 |
| US20170228342A1 (en) | 2017-08-10 |
| JP2020061167A (en) | 2020-04-16 |
| CN113254871A (en) | 2021-08-13 |
| JP6626433B2 (en) | 2019-12-25 |
| US9898441B2 (en) | 2018-02-20 |
| TW201734845A (en) | 2017-10-01 |
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