[MetaSchedule] Make MultiLevelTiling apply condition customizable
#13535
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masahi
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MultiLevelTiling application condition customizableMultiLevelTiling apply condition customizable
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vinx13
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…pache#13535) Currently, the condition for applying MultiLevelTiling is given by NeedsMultiLevelTiling function and only multi-argument reduction operations like conv2d or dense are selected. This PR changes this condition to be customizable for use cases where we might want to apply MultiLevelTiling to more ops (pooling etc). * define max pool on blocked layout * introduce filter_fn to MultiLevelTiling
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Currently, the condition for applying
MultiLevelTilingis given byNeedsMultiLevelTilingfunction:tvm/src/meta_schedule/schedule_rule/multi_level_tiling.cc
Line 95 in 5364e5a
In practice, only multi-argument reduction operations like conv2d or dense are selected. I'm proposing to make this condition customizable for use cases where we might want to apply
MultiLevelTilingto more ops (pooling etc).@junrushao @csullivan @vinx13