Job scheduling using reinforcement learning

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United States of America Patent

PATENT NO 11803999
APP PUB NO 20230154100A1
SERIAL NO

17529916

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Abstract

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Systems, methods, and techniques utilize reinforcement learning to efficiently schedule a sequence of jobs for execution by one or more processing threads. A first sequence of execution jobs associated with rendering a target frame of a sequence of frames is received. One or more reward metrics related to rendering the target frame are selected. A modified sequence of execution jobs for rendering the target frame is generated, such as by reordering the first sequence of execution jobs. The modified sequence is evaluated with respect to the selected reward metric(s); and rendering the target frame is initiated based at least in part on the evaluating of the modified sequence with respect to the one or more selected reward metric(s).

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Patent Owner(s)

  • ADVANCED MICRO DEVICES INC.; ATI TECHNOLOGIES ULC

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Chen, Zhuo Markham, CA 430 2536
Perry, Thomas Daniel Bellevue, US 7 1
Saeedi, Mehdi Markham, CA 31 30
Tovey, Steven Milton Keynes, GB 3 0
Zdravkovic, Andrej Markham, CA 6 47

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