[MetaSchedule][M4b] Task Extraction #9382
Merged
Conversation
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
junrushao
requested review from
anijain2305,
areusch,
comaniac,
jroesch,
jwfromm,
kparzysz-quic,
MarisaKirisame,
masahi,
mbrookhart,
merrymercy,
slyubomirsky,
tqchen,
vinx13,
wweic,
yzhliu,
zhiics and
ZihengJiang
as code owners
comaniac
reviewed
Oct 28, 2021
comaniac
reviewed
Oct 28, 2021
Co-authored-by: Siyuan Feng <Hzfengsy@sjtu.edu.cn> Co-authored-by: Bohan Hou <32121147+spectrometerHBH@users.noreply.github.com> Co-authored-by: Hongyi Jin <3231950289@qq.com> Co-authored-by: Ruihang Lai <lairuihangdongdong@qq.com> Co-authored-by: Wuwei Lin <wuwei@apache.org>
mehrdadh
pushed a commit
to mehrdadh/tvm
that referenced
this pull request
Dec 1, 2021
Co-authored-by: Siyuan Feng <Hzfengsy@sjtu.edu.cn> Co-authored-by: Bohan Hou <32121147+spectrometerHBH@users.noreply.github.com> Co-authored-by: Hongyi Jin <3231950289@qq.com> Co-authored-by: Ruihang Lai <lairuihangdongdong@qq.com> Co-authored-by: Wuwei Lin <wuwei@apache.org>
mehrdadh
pushed a commit
to mehrdadh/tvm
that referenced
this pull request
Dec 1, 2021
Co-authored-by: Siyuan Feng <Hzfengsy@sjtu.edu.cn> Co-authored-by: Bohan Hou <32121147+spectrometerHBH@users.noreply.github.com> Co-authored-by: Hongyi Jin <3231950289@qq.com> Co-authored-by: Ruihang Lai <lairuihangdongdong@qq.com> Co-authored-by: Wuwei Lin <wuwei@apache.org>
ylc
pushed a commit
to ylc/tvm
that referenced
this pull request
Jan 7, 2022
Co-authored-by: Siyuan Feng <Hzfengsy@sjtu.edu.cn> Co-authored-by: Bohan Hou <32121147+spectrometerHBH@users.noreply.github.com> Co-authored-by: Hongyi Jin <3231950289@qq.com> Co-authored-by: Ruihang Lai <lairuihangdongdong@qq.com> Co-authored-by: Wuwei Lin <wuwei@apache.org>
ylc
pushed a commit
to ylc/tvm
that referenced
this pull request
Jan 13, 2022
Co-authored-by: Siyuan Feng <Hzfengsy@sjtu.edu.cn> Co-authored-by: Bohan Hou <32121147+spectrometerHBH@users.noreply.github.com> Co-authored-by: Hongyi Jin <3231950289@qq.com> Co-authored-by: Ruihang Lai <lairuihangdongdong@qq.com> Co-authored-by: Wuwei Lin <wuwei@apache.org>
62 tasks
junrushao
changed the title
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
This PR enables meta schedule to extract tasks from the high-level framework, in our particular case, Relay.
A base class
IntegrationContextis introduced as the context manager for both task extraction (observer mode) and tuned task injection (injector mode):TaskExtractionserves as the observer mode to extract tasks from RelayApplyHistoryBestserves as the injector mode to inject the tuned task back to RelayThe primary API for task extraction is
meta_schedule.integration.extract_task, which returns a list of tasks on both Relay and TIR-level.The PR only handles task extraction, but doesn't include further work like:
CC: @mbrookhart @mbs-octoml @sunggg @zxybazh @Hzfengsy @YuchenJin @altanh