Invention Grant
- Patent Title: Method and apparatus for scheduling resource for deep learning framework
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Application No.: US16248560Application Date: 2019-01-15
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Publication No.: US11762697B2Publication Date: 2023-09-19
- Inventor: Kun Liu , Kai Zhou , Qian Wang , Yuanhao Xiao , Lan Liu , Dongze Xu , Tianhan Xu , Jiangliang Guo , Jin Tang , Faen Zhang , Shiming Yin
- Applicant: BEIJING BAIDU NETCOM SCIENCE AND TECHNOLOGY CO., LTD.
- Applicant Address: CN Beijing
- Assignee: BEIJING BAIDU NETCOM SCIENCE AND TECHNOLOGY CO., LTD.
- Current Assignee: BEIJING BAIDU NETCOM SCIENCE AND TECHNOLOGY CO., LTD.
- Current Assignee Address: CN Beijing
- Agency: Knobbe, Martens, Olson & Bear, LLP
- Priority: CN 1810073413.0 2018.01.25
- Main IPC: G06N3/08
- IPC: G06N3/08 ; G06F9/50 ; G06F18/2413 ; G06V10/764 ; G06V10/82 ; G06F18/21

Abstract:
The present disclosure discloses a method and apparatus for scheduling a resource for a deep learning framework. The method can comprise: querying statuses of all deep learning job objects from a Kubernetes platform at a predetermined interval; and submitting, in response to finding from the queried deep learning job objects a deep learning job object having a status conforming to a resource request submission status, a resource request to the Kubernetes platform to schedule a physical machine where the Kubernetes platform is located to initiate a deep learning training task. The method can completely automate the allocation and release on the resource of the deep learning training task.
Public/Granted literature
- US20190228303A1 METHOD AND APPARATUS FOR SCHEDULING RESOURCE FOR DEEP LEARNING FRAMEWORK Public/Granted day:2019-07-25
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