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[MetaSchedule][M3b] Argument Info #9059

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merged 1 commit into from
Sep 22, 2021
Merged

[MetaSchedule][M3b] Argument Info #9059

merged 1 commit into from
Sep 22, 2021

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junrushao
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This PR is part of the meta schedule project (#8473) that adds metadata of each PrimFunc's argument. This feature is necessary for dynamic shape auto-tuning.

@ZihengJiang @ArmageddonKnight @mbrookhart Would you guys help review this PR? Thanks a lot!

This PR is part of the meta schedule project (#8473) that adds metadata of each PrimFunc's argument.
This feature is necessary for dynamic shape auto-tuning.

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>


@register_object("meta_schedule.TensorInfo")
class TensorInfo(ArgInfo):
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Should we support scalar argument?

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Yes definitely! We can write a new subclass of ArgInfo for this :-)

@junrushao junrushao merged commit 4c8531d into apache:main Sep 22, 2021
@mbrookhart
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Running late to the party, but this looks good to me :D Thanks!

@junrushao
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Thanks @mbrookhart :-)

@junrushao junrushao changed the title [Meta Schedule][M3c] Argument Info [Meta Schedule][M3b] Argument Info Sep 24, 2021
ylc pushed a commit to ylc/tvm that referenced this pull request Sep 29, 2021
This PR is part of the meta schedule project (apache#8473) that adds metadata of each PrimFunc's argument.
This feature is necessary for dynamic shape auto-tuning.

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>
ylc pushed a commit to ylc/tvm that referenced this pull request Jan 13, 2022
This PR is part of the meta schedule project (apache#8473) that adds metadata of each PrimFunc's argument.
This feature is necessary for dynamic shape auto-tuning.

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>
@junrushao junrushao changed the title [Meta Schedule][M3b] Argument Info [MetaSchedule][M3b] Argument Info Jan 26, 2022
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4 participants