[MetaSchedule] Enhance Conv2d NCHW Winograd Schedule Rules #12127
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@tvm-bot rerun |
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vinx13
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Hi Wuwei, I have removed bgemm block schedule and use MultiLevelTiling instead. It reproduced same performance in conv2d test, I’m running e2e tests as well. With other issues also addressed, would you please take another look? Thanks! |
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) * Update winograd schedule rules. * Remove extra part for setting local storage scope. * Fix bgemm schedule. * Add winograd tile size to annotation. * Finish winograd schedule rules. * Process add relu. * Modify to nchw rules. * Add missing nchw output rules. * Add winograd conv2d nchw search space test. * Fix lint. * Leave consumer of output to autoinline. * Remove bgemm rules. * Remove bgemm schedule rule annotation. * Update unit test. * Fix test case.
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This PR introduces some new trials to expand the search space for Winograd Conv2d Workload by writing block level schedule rules. Tests will also be included.