CN112596863B - 监控训练任务的方法、系统及计算机存储介质 - Google Patents
监控训练任务的方法、系统及计算机存储介质 Download PDFInfo
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- CN112596863B CN112596863B CN202011587110.4A CN202011587110A CN112596863B CN 112596863 B CN112596863 B CN 112596863B CN 202011587110 A CN202011587110 A CN 202011587110A CN 112596863 B CN112596863 B CN 112596863B
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- 238000012549 training Methods 0.000 title claims abstract description 203
- 238000000034 method Methods 0.000 title claims abstract description 37
- 238000012544 monitoring process Methods 0.000 title claims abstract description 27
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- 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
- G06F9/44—Arrangements for executing specific programs
- G06F9/455—Emulation; Interpretation; Software simulation, e.g. virtualisation or emulation of application or operating system execution engines
- G06F9/45533—Hypervisors; Virtual machine monitors
- G06F9/45558—Hypervisor-specific management and integration aspects
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- 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
- G06F9/46—Multiprogramming arrangements
- G06F9/50—Allocation of resources, e.g. of the central processing unit [CPU]
- G06F9/5061—Partitioning or combining of resources
- G06F9/5077—Logical partitioning of resources; Management or configuration of virtualized resources
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- 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
- G06F9/46—Multiprogramming arrangements
- G06F9/54—Interprogram communication
- G06F9/546—Message passing systems or structures, e.g. queues
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- G—PHYSICS
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- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/08—Learning methods
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- G—PHYSICS
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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
- G06F9/44—Arrangements for executing specific programs
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- G06F9/45533—Hypervisors; Virtual machine monitors
- G06F9/45558—Hypervisor-specific management and integration aspects
- G06F2009/45562—Creating, deleting, cloning virtual machine instances
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- 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
- G06F9/44—Arrangements for executing specific programs
- G06F9/455—Emulation; Interpretation; Software simulation, e.g. virtualisation or emulation of application or operating system execution engines
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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
- G06F9/44—Arrangements for executing specific programs
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- G06F2209/00—Indexing scheme relating to G06F9/00
- G06F2209/54—Indexing scheme relating to G06F9/54
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- Engineering & Computer Science (AREA)
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- Theoretical Computer Science (AREA)
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- General Engineering & Computer Science (AREA)
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CN202011587110.4A CN112596863B (zh) | 2020-12-28 | 2020-12-28 | 监控训练任务的方法、系统及计算机存储介质 |
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CN202011587110.4A CN112596863B (zh) | 2020-12-28 | 2020-12-28 | 监控训练任务的方法、系统及计算机存储介质 |
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CN113569987A (zh) * | 2021-08-19 | 2021-10-29 | 北京沃东天骏信息技术有限公司 | 模型训练方法和装置 |
Citations (7)
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CN109358944A (zh) * | 2018-09-17 | 2019-02-19 | 深算科技(重庆)有限公司 | 深度学习分布式运算方法、装置、计算机设备及存储介质 |
CN109508238A (zh) * | 2019-01-05 | 2019-03-22 | 咪付(广西)网络技术有限公司 | 一种用于深度学习的资源管理系统及方法 |
CN109634748A (zh) * | 2018-12-12 | 2019-04-16 | 深圳前海微众银行股份有限公司 | 集群资源调度方法、装置、设备及计算机可读存储介质 |
CN111105006A (zh) * | 2018-10-26 | 2020-05-05 | 杭州海康威视数字技术股份有限公司 | 一种深度学习网络训练系统及方法 |
CN111768006A (zh) * | 2020-06-24 | 2020-10-13 | 北京金山云网络技术有限公司 | 一种人工智能模型的训练方法、装置、设备及存储介质 |
CN112000473A (zh) * | 2020-08-12 | 2020-11-27 | 中国银联股份有限公司 | 深度学习模型的分布式训练方法以及装置 |
CN112130983A (zh) * | 2020-10-27 | 2020-12-25 | 上海商汤临港智能科技有限公司 | 任务处理方法、装置、设备、系统及存储介质 |
Family Cites Families (1)
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CN108062246B (zh) * | 2018-01-25 | 2019-06-14 | 北京百度网讯科技有限公司 | 用于深度学习框架的资源调度方法和装置 |
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Patent Citations (7)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN109358944A (zh) * | 2018-09-17 | 2019-02-19 | 深算科技(重庆)有限公司 | 深度学习分布式运算方法、装置、计算机设备及存储介质 |
CN111105006A (zh) * | 2018-10-26 | 2020-05-05 | 杭州海康威视数字技术股份有限公司 | 一种深度学习网络训练系统及方法 |
CN109634748A (zh) * | 2018-12-12 | 2019-04-16 | 深圳前海微众银行股份有限公司 | 集群资源调度方法、装置、设备及计算机可读存储介质 |
CN109508238A (zh) * | 2019-01-05 | 2019-03-22 | 咪付(广西)网络技术有限公司 | 一种用于深度学习的资源管理系统及方法 |
CN111768006A (zh) * | 2020-06-24 | 2020-10-13 | 北京金山云网络技术有限公司 | 一种人工智能模型的训练方法、装置、设备及存储介质 |
CN112000473A (zh) * | 2020-08-12 | 2020-11-27 | 中国银联股份有限公司 | 深度学习模型的分布式训练方法以及装置 |
CN112130983A (zh) * | 2020-10-27 | 2020-12-25 | 上海商汤临港智能科技有限公司 | 任务处理方法、装置、设备、系统及存储介质 |
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