SG11202103656SA - Task processing method based on neural network, and related device - Google Patents
Task processing method based on neural network, and related deviceInfo
- Publication number
- SG11202103656SA SG11202103656SA SG11202103656SA SG11202103656SA SG11202103656SA SG 11202103656S A SG11202103656S A SG 11202103656SA SG 11202103656S A SG11202103656S A SG 11202103656SA SG 11202103656S A SG11202103656S A SG 11202103656SA SG 11202103656S A SG11202103656S A SG 11202103656SA
- Authority
- SG
- Singapore
- Prior art keywords
- neural network
- processing method
- method based
- task processing
- related device
- Prior art date
Links
Classifications
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/08—Learning methods
- G06N3/082—Learning methods modifying the architecture, e.g. adding, deleting or silencing nodes or connections
-
- 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
- G06F9/48—Program initiating; Program switching, e.g. by interrupt
- G06F9/4806—Task transfer initiation or dispatching
- G06F9/4843—Task transfer initiation or dispatching by program, e.g. task dispatcher, supervisor, operating system
- G06F9/4881—Scheduling strategies for dispatcher, e.g. round robin, multi-level priority queues
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/08—Learning methods
-
- 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
- G06F9/48—Program initiating; Program switching, e.g. by interrupt
- G06F9/4806—Task transfer initiation or dispatching
- G06F9/4843—Task transfer initiation or dispatching by program, e.g. task dispatcher, supervisor, operating system
- G06F9/485—Task life-cycle, e.g. stopping, restarting, resuming execution
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/04—Architecture, e.g. interconnection topology
- G06N3/045—Combinations of networks
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/04—Architecture, e.g. interconnection topology
- G06N3/0464—Convolutional networks [CNN, ConvNet]
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/06—Physical realisation, i.e. hardware implementation of neural networks, neurons or parts of neurons
- G06N3/063—Physical realisation, i.e. hardware implementation of neural networks, neurons or parts of neurons using electronic means
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Physics & Mathematics (AREA)
- Software Systems (AREA)
- General Physics & Mathematics (AREA)
- General Engineering & Computer Science (AREA)
- Health & Medical Sciences (AREA)
- Life Sciences & Earth Sciences (AREA)
- Biomedical Technology (AREA)
- Biophysics (AREA)
- General Health & Medical Sciences (AREA)
- Molecular Biology (AREA)
- Computing Systems (AREA)
- Evolutionary Computation (AREA)
- Data Mining & Analysis (AREA)
- Mathematical Physics (AREA)
- Computational Linguistics (AREA)
- Artificial Intelligence (AREA)
- Neurology (AREA)
- Image Analysis (AREA)
Applications Claiming Priority (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201811180174.5A CN109409513B (en) | 2018-10-10 | 2018-10-10 | Task processing method based on neural network and related equipment |
| PCT/CN2019/102139 WO2020073742A1 (en) | 2018-10-10 | 2019-08-23 | Task processing method based on neural network, and related device |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| SG11202103656SA true SG11202103656SA (en) | 2021-05-28 |
Family
ID=65467469
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| SG11202103656SA SG11202103656SA (en) | 2018-10-10 | 2019-08-23 | Task processing method based on neural network, and related device |
Country Status (5)
| Country | Link |
|---|---|
| US (1) | US12443847B2 (en) |
| CN (1) | CN109409513B (en) |
| RU (1) | RU2771008C1 (en) |
| SG (1) | SG11202103656SA (en) |
| WO (1) | WO2020073742A1 (en) |
Families Citing this family (22)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US11334329B2 (en) * | 2018-06-08 | 2022-05-17 | Shanghai Cambricon Information Technology Co., Ltd. | General machine learning model, and model file generation and parsing method |
| CN109409513B (en) * | 2018-10-10 | 2021-03-12 | 广州市百果园信息技术有限公司 | Task processing method based on neural network and related equipment |
| CN111723900B (en) * | 2019-03-18 | 2023-10-20 | 北京灵汐科技有限公司 | Neural network mapping method and computing device based on many-core processor |
| CN111723919A (en) * | 2019-03-21 | 2020-09-29 | 中科寒武纪科技股份有限公司 | Data processing method and device and related products |
| CN111723916A (en) * | 2019-03-21 | 2020-09-29 | 中科寒武纪科技股份有限公司 | Data processing method and device and related products |
| CN110187965B (en) * | 2019-05-08 | 2021-02-12 | 深圳大学 | Operation optimization of neural network and data processing method, equipment and storage medium |
| CN112418389A (en) * | 2019-08-23 | 2021-02-26 | 北京希姆计算科技有限公司 | Data processing method and device, electronic equipment and computer readable storage medium |
| CN111091182A (en) * | 2019-12-16 | 2020-05-01 | 北京澎思科技有限公司 | Data processing method, electronic device and storage medium |
| CN111985634B (en) * | 2020-08-21 | 2024-06-14 | 北京灵汐科技有限公司 | Neural network computing method, device, computer equipment and storage medium |
| CN112036559B (en) * | 2020-08-26 | 2024-12-27 | 北京灵汐科技有限公司 | Neural network structure division method, device, computer equipment and storage medium |
| CN112099850B (en) * | 2020-09-10 | 2024-10-22 | 山东浪潮科学研究院有限公司 | A multi-core hourglass network acceleration method |
| CN114661430A (en) * | 2020-12-23 | 2022-06-24 | 上海阵量智能科技有限公司 | Data processing method and device, electronic equipment and storage medium |
| US11816871B2 (en) * | 2020-12-30 | 2023-11-14 | Advanced Micro Devices, Inc. | Real-time low latency computer vision/machine learning compute accelerator with smart convolutional neural network scheduler |
| CN114764372B (en) * | 2021-01-15 | 2025-06-06 | 阿里巴巴集团控股有限公司 | Data processing method, device, electronic device and storage medium |
| KR102585591B1 (en) * | 2021-06-23 | 2023-10-10 | 한국과학기술원 | Slo-aware artificial intelligence inference scheduler for heterogeneous processors in edge platforms |
| CN113905273B (en) * | 2021-09-29 | 2024-05-17 | 上海阵量智能科技有限公司 | Task execution method and device |
| CN113935472B (en) * | 2021-11-04 | 2025-10-10 | 中国科学技术大学 | Model scheduling processing method, device, equipment and storage medium |
| CN114518917B (en) * | 2022-04-20 | 2022-08-09 | 浙江大华技术股份有限公司 | Algorithm module scheduling method, algorithm module scheduling device and readable storage medium |
| CN115292503A (en) * | 2022-09-05 | 2022-11-04 | 北京京东振世信息技术有限公司 | Logistics information identification method, device, equipment and medium |
| CN115840680B (en) * | 2022-12-23 | 2025-09-19 | 中国电子科技集团公司第二十九研究所 | Message bus-based multi-cooperative task monitoring system |
| CN117193992B (en) * | 2023-11-08 | 2024-02-02 | 浙江大华技术股份有限公司 | Model training method, task scheduling device and computer storage medium |
| CN118505489B (en) * | 2024-07-22 | 2024-10-29 | 爱芯元智半导体股份有限公司 | Image data processing apparatus, image data processing method, image data processing device, and storage medium |
Family Cites Families (21)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| RU2179739C2 (en) * | 2000-04-10 | 2002-02-20 | Омский государственный технический университет | Data processing device |
| US20140143509A1 (en) * | 2002-03-21 | 2014-05-22 | Pact Xpp Technologies Ag | Method and device for data processing |
| GB2471067B (en) * | 2009-06-12 | 2011-11-30 | Graeme Roy Smith | Shared resource multi-thread array processor |
| CN101819651A (en) * | 2010-04-16 | 2010-09-01 | 浙江大学 | Method for parallel execution of particle swarm optimization algorithm on multiple computers |
| CN104657111A (en) * | 2013-11-20 | 2015-05-27 | 方正信息产业控股有限公司 | Parallel computing method and device |
| CN104035751B (en) * | 2014-06-20 | 2016-10-12 | 深圳市腾讯计算机系统有限公司 | Data parallel processing method based on multi-graphics processor and device |
| CN104899561A (en) * | 2015-05-27 | 2015-09-09 | 华南理工大学 | Parallelized human body behavior identification method |
| US10832120B2 (en) * | 2015-12-11 | 2020-11-10 | Baidu Usa Llc | Systems and methods for a multi-core optimized recurrent neural network |
| CN105869117B (en) * | 2016-03-28 | 2021-04-02 | 上海交通大学 | A GPU-accelerated method for deep learning super-resolution technology |
| US10796220B2 (en) * | 2016-05-24 | 2020-10-06 | Marvell Asia Pte, Ltd. | Systems and methods for vectorized FFT for multi-dimensional convolution operations |
| CN106650925A (en) * | 2016-11-29 | 2017-05-10 | 郑州云海信息技术有限公司 | Deep learning framework Caffe system and algorithm based on MIC cluster |
| CN106682729A (en) * | 2016-12-13 | 2017-05-17 | 西北师范大学 | BP neural network MapReduce training method based on local convergence weight matrix evolution |
| US10362149B2 (en) * | 2016-12-30 | 2019-07-23 | Intel Corporation | Intelligent packet aggregation |
| CN106909971A (en) * | 2017-02-10 | 2017-06-30 | 华南理工大学 | A kind of BP neural network parallel method towards multinuclear computing environment |
| US10878314B2 (en) * | 2017-03-09 | 2020-12-29 | Alphaics Corporation | System and method for training artificial intelligence systems using a SIMA based processor |
| CN107730905A (en) * | 2017-06-13 | 2018-02-23 | 银江股份有限公司 | Multitask fake license plate vehicle vision detection system and method based on depth convolutional neural networks |
| CN107451659B (en) | 2017-07-27 | 2020-04-10 | 清华大学 | Neural network accelerator for bit width partition and implementation method thereof |
| CN107491811A (en) * | 2017-09-01 | 2017-12-19 | 中国科学院计算技术研究所 | Method and system and neural network processor for accelerans network processing unit |
| CN108196882A (en) * | 2017-12-29 | 2018-06-22 | 普强信息技术（北京）有限公司 | A kind of accelerating method and device for neural computing |
| CN108491924B (en) | 2018-02-11 | 2022-01-07 | 江苏金羿智芯科技有限公司 | Neural network data serial flow processing device for artificial intelligence calculation |
| CN109409513B (en) | 2018-10-10 | 2021-03-12 | 广州市百果园信息技术有限公司 | Task processing method based on neural network and related equipment |
-
2018
- 2018-10-10 CN CN201811180174.5A patent/CN109409513B/en active Active
-
2019
- 2019-08-23 RU RU2021112964A patent/RU2771008C1/en active
- 2019-08-23 SG SG11202103656SA patent/SG11202103656SA/en unknown
- 2019-08-23 WO PCT/CN2019/102139 patent/WO2020073742A1/en not_active Ceased
- 2019-08-23 US US17/284,201 patent/US12443847B2/en active Active
Also Published As
| Publication number | Publication date |
|---|---|
| CN109409513B (en) | 2021-03-12 |
| US20210357759A1 (en) | 2021-11-18 |
| US12443847B2 (en) | 2025-10-14 |
| CN109409513A (en) | 2019-03-01 |
| RU2771008C1 (en) | 2022-04-25 |
| WO2020073742A1 (en) | 2020-04-16 |
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