Triton now replaces `triton.language.libdevice` with `triton.language.mathlib`

[LemurPwned]

It seems that triton has recently switched to mathlib in lieu of libdevice which causes following errors in nn.triton_based_modules:

AttributeError: module 'triton.language' has no attribute 'libdevice'

Ref PRs from triton:

• https://github.com/openai/triton/pull/1361/files
• https://github.com/openai/triton/pull/1368/files

For example, triton.language.libdevice.llrint used here is now triton.language.math.llrint:
https://github.com/openai/triton/blob/720d12c1433e5b13eb3a18d1e065c1d3d25a32f1/python/triton/language/math.py#L1096

Is this a simple update or bumping triton might break more stuff?

[github-actions]

This issue has been automatically marked as stale because it has not had recent activity. If you think this still needs to be addressed please comment on this thread.

[Titus-von-Koeller]

Thanks @LemurPwned for raising this! I would have to take a deeper look. I put it on my maintenance backlog. It might take a while until I get around to it, because there's so much going on / to catch up with.

In case you would willing to submit a PR and test it, that would really help a lot.

[LemurPwned]

Thanks @Titus-von-Koeller -- I'll try to make time to do a PR, but I'm not sure I'll be able to test a lot of corner cases.

[Titus-von-Koeller]

We can do that together :)