Skip to content
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

The real inference acceleration is not GPU friendly---batch operator not supported #21

Open
zhangzhenyu13 opened this issue Aug 18, 2022 · 0 comments

Comments

@zhangzhenyu13
Copy link

When inference with the highway early-exit given a batch B;
when |B| = 1, the code is ok to run;
when |B| > 1, the code can corrupt in the code of modeling_highway_bert.py due to
if highway_entropy < self.early_exit_entropy[i]: conditional statement ;
Only one sample can be inferred.
Therefore, the inference is not GPU friendly.

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
None yet
Projects
None yet
Development

No branches or pull requests

1 participant