The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Aug. 06, 2024
Filed:
Mar. 10, 2021
Hybrid scheduling method for deep learning workloads, and computing apparatus with hybrid scheduling
Samsung Electronics Co., Ltd., Suwon-si, KR;
Samsung Electronics Co., Ltd., Suwon-si, KR;
Abstract
A scheduling method performed by a computing apparatus includes: generating an input vector including a resource status and metadata of each of tasks for parallel execution; determining an action for the input vector by executing an actor network based on the input vector; performing first resource scheduling for each of the tasks based on the determined action; performing second resource scheduling for each of the tasks based on the input vector; evaluating performance of first resource scheduling results of the first resource scheduling and second resource scheduling results of the second resource scheduling, for each of the tasks, using a critic network; selecting one of the first and second resource scheduling results for each of the tasks based on a result of the evaluating; and allocating resources to each of the tasks based on a resource scheduling result selected for each of the tasks.