comaniac commented on issue #4188: [RFC][AutoTVM] Selective Tuning
URL: https://github.com/apache/incubator-tvm/issues/4188#issuecomment-549516927
Thanks for the comments! Please see my responses and let me know what you
think.
* In the current proposal, user can manually specify the
Thanks for the comments! Please see my responses and let me know what you think.
* In the current proposal, user can manually specify the depdendency by
`task.depend = rep_task`, and the user can implement any function to do so. On
the other hand, we can also make it as a callback function like
yzhliu commented on issue #4248: About operators are not implemented
URL: https://github.com/apache/incubator-tvm/issues/4248#issuecomment-549505880
currently we don't have random op support at relay level.
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Can user specify the similarity distance function?
would it be better to call it "share" rather than "ref", as "ref" reminds me of
"reference" in programming language.
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yzhliu commented on issue #4188: [RFC][AutoTVM] Selective Tuning
URL: https://github.com/apache/incubator-tvm/issues/4188#issuecomment-549504347
Can user specify the similarity distance function?
would it be better to call it "share" rather than "ref", as "ref" reminds me
of "referen
Closed #4212.
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The repo has been migrated. All the PR has been preserved and original repo url
will still work. We are working to recover the CIs to make sure we get all the
original infra
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tqchen commented on issue #4212: [RFC][DEV] TVM Project Repo Migration
URL: https://github.com/apache/incubator-tvm/issues/4212#issuecomment-549497477
The repo has been migrated. All the PR has been preserved and original repo
url will still work. We are working to recover the CIs to make s
tqchen closed issue #4212: [RFC][DEV] TVM Project Repo Migration
URL: https://github.com/apache/incubator-tvm/issues/4212
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tqchen merged pull request #4238: [Relay][Frontend][Tensorflow] Fix GatherV2,
Add StopGradient
URL: https://github.com/apache/incubator-tvm/pull/4238
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tqchen opened a new pull request #4252: CI trigger after repo move
URL: https://github.com/apache/incubator-tvm/pull/4252
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tqchen closed pull request #4252: CI trigger after repo move
URL: https://github.com/apache/incubator-tvm/pull/4252
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tqchen opened a new pull request #4252: CI trigger after repo move
URL: https://github.com/apache/incubator-tvm/pull/4252
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tqchen closed pull request #4252: CI trigger after repo move
URL: https://github.com/apache/incubator-tvm/pull/4252
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tqchen opened a new pull request #4252: CI trigger after repo move
URL: https://github.com/apache/incubator-tvm/pull/4252
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tqchen closed pull request #4252: CI trigger after repo move
URL: https://github.com/apache/incubator-tvm/pull/4252
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@kevinthesun
Your assumption was correct. After increasing the trial number, the selective
tuning achieves 61% (ResNet 50), 75% (YOLO3), and 67% (SSD) to the all tuning
version. This also a good motivation to the search algorithm improvement, but
we can open another RFC for it. For now, I think
comaniac commented on issue #4188: [RFC][AutoTVM] Selective Tuning
URL: https://github.com/apache/incubator-tvm/issues/4188#issuecomment-549469201
@kevinthesun
Your assumption was correct. After increasing the trial number, the
selective tuning achieves 61% (ResNet 50), 75% (YOLO3), and
tqchen opened a new pull request #4252: CI trigger after repo move
URL: https://github.com/apache/incubator-tvm/pull/4252
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