[MetaSchedule] MutateTileSize skip single-candidate SampleCategorical#14072
Merged
tqchen merged 1 commit intoapache:mainfrom Feb 22, 2023
Merged
[MetaSchedule] MutateTileSize skip single-candidate SampleCategorical#14072tqchen merged 1 commit intoapache:mainfrom
tqchen merged 1 commit intoapache:mainfrom
Conversation
When handling SampleCategorical instructions, our MutateTileSize mutator mutates it by asserting that "there should be at least one candidate other than the current decision". However, this argument fails when a SampleCategorical instruction has only one candidate, since there is no other candidate besides the unique one. On such cases, the mutator will lead to exception. For such cases, the expected behavior is that the mutator ignores such SampleCategorical instructions. This PR updates the mutator in this way and provides a regression test.
Collaborator
|
Thanks for contributing to TVM! Please refer to the contributing guidelines https://tvm.apache.org/docs/contribute/ for useful information and tips. Please request code reviews from Reviewers by @-ing them in a comment.
Generated by tvm-bot |
vinx13
approved these changes
Feb 22, 2023
yongwww
pushed a commit
to yongwww/tvm
that referenced
this pull request
Feb 27, 2023
…apache#14072) When handling SampleCategorical instructions, our MutateTileSize mutator mutates it by asserting that "there should be at least one candidate other than the current decision". However, this argument fails when a SampleCategorical instruction has only one candidate, since there is no other candidate besides the unique one. On such cases, the mutator will lead to exception. For such cases, the expected behavior is that the mutator ignores such SampleCategorical instructions. This PR updates the mutator in this way and provides a regression test.
This file contains hidden or 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
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.
When handling SampleCategorical instructions, our MutateTileSize mutator mutates it by asserting that "there should be at least one candidate other than the current decision". However, this argument fails when a SampleCategorical instruction has only one candidate, since there is no other candidate besides the unique one. On such cases, the mutator will lead to exception.
For such cases, the expected behavior is that the mutator ignores such SampleCategorical instructions. This PR updates the mutator in this way and provides a regression test.