Elu operator GPU support and regression test#38
Open
harz05 wants to merge 1 commit into
Open
Conversation
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
1 participant
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Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be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 adds the gpu support for elu operator. GPU kernel is element-wise, one thread per element(similar to Tanh).
A small paranthesis bug has also been fixed where for x<=0 the Generate() function emitted
alpha*exp(x) - 1instead ofalpha * (exp(x) - 1), since only alpha=1 case was considered so this bug didn't surface.Also aded TESTF for Elu and using existing onnx and reference values.
Verified on Colab T4, all test cases passing.
