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NIPS
1998

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Scheduling Straight-Line Code Using Reinforcement Learning and Rollouts

13 years 6 months ago

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The execution order of a block of computer instructions can make a difference in its running time by a factor of two or more. In order to achieve the best possible speed, compiler...

Amy McGovern, J. Eliot B. Moss

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NIPS
1997

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Learning to Schedule Straight-Line Code

13 years 6 months ago

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Program execution speed on modern computers is sensitive, by a factor of two or more, to the order in which instructions are presented to the processor. To realize potential execu...

J. Eliot B. Moss, Paul E. Utgoff, John Cavazos, Do...

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ML
2002
ACM

114views Machine Learning» more ML 2002»

Building a Basic Block Instruction Scheduler with Reinforcement Learning and Rollouts

13 years 4 months ago

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The execution order of a block of computer instructions on a pipelined machine can make a difference in running time by a factor of two or more. Compilers use heuristic schedulers...

Amy McGovern, J. Eliot B. Moss, Andrew G. Barto

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