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[MetaSchedule][M3c] Add Per-Store-Feature #9860

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junrushao
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@junrushao junrushao commented Jan 6, 2022

This PR is part of the stage M3c of the meta schedule project (#8473).

The architecture is re-designed by Junru and Xiyou. In this PR we introduced a feature extractor on block-based TensorIR. Comprehensive unittests are included.

Thanks to all co-authors for contributing!

Co-authored-by: Xiyou Zhou <xiyou@octoml.ai>
Co-authored-by: Bohan Hou <32121147+spectrometerHBH@users.noreply.github.com>
Co-authored-by: Ruihang Lai <lairuihangdongdong@qq.com>
Co-authored-by: Hongyi Jin <3231950289@qq.com>
Co-authored-by: Wuwei Lin <wuwei@apache.org>
Co-authored-by: Siyuan Feng <Hzfengsy@sjtu.edu.cn>

Co-authored-by: Xiyou Zhou <xiyou@octoml.ai>
Co-authored-by: Bohan Hou <32121147+spectrometerHBH@users.noreply.github.com>
Co-authored-by: Ruihang Lai <lairuihangdongdong@qq.com>
Co-authored-by: Hongyi Jin <3231950289@qq.com>
Co-authored-by: Wuwei Lin <wuwei@apache.org>
Co-authored-by: Siyuan Feng <Hzfengsy@sjtu.edu.cn>
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CC: @jcf94 @yongsun @comaniac

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@jinhongyii @comaniac Comments addressed! Please take another look :-)

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@comaniac comaniac left a comment

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LGTM

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@jinhongyii jinhongyii left a comment

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please also document on these intentional bugs

@junrushao junrushao merged commit ab8a106 into apache:main Jan 8, 2022
@junrushao junrushao changed the title [MetaSchedule] Add Per-Store-Feature [MetaSchedule][M3c] Add Per-Store-Feature Jan 26, 2022
Raghav-Chakravarthy pushed a commit to Raghav-Chakravarthy/tvm that referenced this pull request Jan 28, 2022
* [MetaSchedule] Add Per-Store-Feature

Co-authored-by: Xiyou Zhou <xiyou@octoml.ai>
Co-authored-by: Bohan Hou <32121147+spectrometerHBH@users.noreply.github.com>
Co-authored-by: Ruihang Lai <lairuihangdongdong@qq.com>
Co-authored-by: Hongyi Jin <3231950289@qq.com>
Co-authored-by: Wuwei Lin <wuwei@apache.org>
Co-authored-by: Siyuan Feng <Hzfengsy@sjtu.edu.cn>

* fix lint

* fix lint

* Update per_store_feature.py

* address comments

* fix lint

Co-authored-by: Xiyou Zhou <xiyou@octoml.ai>
Co-authored-by: Bohan Hou <32121147+spectrometerHBH@users.noreply.github.com>
Co-authored-by: Ruihang Lai <lairuihangdongdong@qq.com>
Co-authored-by: Hongyi Jin <3231950289@qq.com>
Co-authored-by: Wuwei Lin <wuwei@apache.org>
Co-authored-by: Siyuan Feng <Hzfengsy@sjtu.edu.cn>
ylc pushed a commit to ylc/tvm that referenced this pull request Feb 16, 2022
* [MetaSchedule] Add Per-Store-Feature

Co-authored-by: Xiyou Zhou <xiyou@octoml.ai>
Co-authored-by: Bohan Hou <32121147+spectrometerHBH@users.noreply.github.com>
Co-authored-by: Ruihang Lai <lairuihangdongdong@qq.com>
Co-authored-by: Hongyi Jin <3231950289@qq.com>
Co-authored-by: Wuwei Lin <wuwei@apache.org>
Co-authored-by: Siyuan Feng <Hzfengsy@sjtu.edu.cn>

* fix lint

* fix lint

* Update per_store_feature.py

* address comments

* fix lint

Co-authored-by: Xiyou Zhou <xiyou@octoml.ai>
Co-authored-by: Bohan Hou <32121147+spectrometerHBH@users.noreply.github.com>
Co-authored-by: Ruihang Lai <lairuihangdongdong@qq.com>
Co-authored-by: Hongyi Jin <3231950289@qq.com>
Co-authored-by: Wuwei Lin <wuwei@apache.org>
Co-authored-by: Siyuan Feng <Hzfengsy@sjtu.edu.cn>
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4 participants