-
Notifications
You must be signed in to change notification settings - Fork 5.6k
New issue
Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.
By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.
Already on GitHub? Sign in to your account
add leaky_relu forward and backward in activation_op.cu #31841
Merged
zhangting2020
merged 13 commits into
PaddlePaddle:develop
from
AnnaTrainingG:leaky_relu_backward_forward
Apr 2, 2021
Merged
add leaky_relu forward and backward in activation_op.cu #31841
zhangting2020
merged 13 commits into
PaddlePaddle:develop
from
AnnaTrainingG:leaky_relu_backward_forward
Apr 2, 2021
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
Thanks for your contribution! |
… leaky_relu_backward_forward
Xreki
reviewed
Mar 31, 2021
Xreki
reviewed
Mar 31, 2021
Xreki
previously approved these changes
Mar 31, 2021
There was a problem hiding this comment.
Choose a reason for hiding this comment
The reason will be displayed to describe this comment to others. Learn more.
LGTM
zhangting2020
approved these changes
Apr 2, 2021
There was a problem hiding this comment.
Choose a reason for hiding this comment
The reason will be displayed to describe this comment to others. Learn more.
LGTM
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Outdated suggestions cannot be applied.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.
PR types
Performance optimization
PR changes
OPs
Describe
PR说明:本次添加leaky_relu正反向向量化实现,并新增了REGISTER_ACTIVATION_GPU_KERNEL宏用于注册向量化OP,相比于原始REGISTER_ACTIVATION_CUDA_KERNEL 区别在于:ActivationGPUKernel(向量化实现)的调用;
leaky_relu新增向量化支持;
性能测试结果如下:
在进行float16计算的时候,使用half22float2转换成float计算,是为了精度考虑,此外使用float2计算并不会导致性能下降,性能测试结果如下: