Skip to content

Conversation

@leandrolcampos
Copy link
Contributor

@leandrolcampos leandrolcampos commented Jul 17, 2025

This PR introduces the initial version of a C++ framework for the conformance testing of GPU math library functions, building upon the skeleton provided in #146391.

The main goal of this framework is to systematically measure the accuracy of math functions in the GPU libc, verifying correctness or at least conformance to standards like OpenCL via exhaustive or random accuracy tests.

@github-actions
Copy link

Thank you for submitting a Pull Request (PR) to the LLVM Project!

This PR will be automatically labeled and the relevant teams will be notified.

If you wish to, you can add reviewers by using the "Reviewers" section on this page.

If this is not working for you, it is probably because you do not have write permissions for the repository. In which case you can instead tag reviewers by name in a comment by using @ followed by their GitHub username.

If you have received no comments on your PR for a week, you can request a review by "ping"ing the PR by adding a comment “Ping”. The common courtesy "ping" rate is once a week. Please remember that you are asking for valuable time from other developers.

If you have further questions, they may be answered by the LLVM GitHub User Guide.

You can also ask questions in a comment on this PR, on the LLVM Discord or on the forums.

Copy link
Contributor

@jhuber6 jhuber6 left a comment

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Some things to address:
Small LLVM style nits (header, braces, pragma once)
Detect user's platform based on input images (AMDGPU / NVPTX)
Re-use as much as possible of the LLVM libc utils (fpbits)
Don't worry about asynchronous launches for now

@leandrolcampos leandrolcampos force-pushed the Conformance branch 2 times, most recently from 6974323 to 8023d8f Compare July 23, 2025 01:37
@leandrolcampos leandrolcampos marked this pull request as ready for review July 24, 2025 16:04
Copy link
Contributor

@jhuber6 jhuber6 left a comment

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Everything looks good, but we should handle the tests in a single binary rather than splitting them between platforms and providers. The test should simply execute dependent on what the user could compile. Like if they had an AMDGPU machine with HIP math it should detect that and use the proper platform and launch the extra kernel.

@jhuber6 jhuber6 merged commit 2abd58c into llvm:main Jul 29, 2025
9 checks passed
@github-actions
Copy link

@leandrolcampos Congratulations on having your first Pull Request (PR) merged into the LLVM Project!

Your changes will be combined with recent changes from other authors, then tested by our build bots. If there is a problem with a build, you may receive a report in an email or a comment on this PR.

Please check whether problems have been caused by your change specifically, as the builds can include changes from many authors. It is not uncommon for your change to be included in a build that fails due to someone else's changes, or infrastructure issues.

How to do this, and the rest of the post-merge process, is covered in detail here.

If your change does cause a problem, it may be reverted, or you can revert it yourself. This is a normal part of LLVM development. You can fix your changes and open a new PR to merge them again.

If you don't get any reports, no action is required from you. Your changes are working as expected, well done!

@leandrolcampos leandrolcampos changed the title [Offload] Add framework for math conformance tests [Offload] Add framework for math conformance tests on GPUs Jul 29, 2025
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

Successfully merging this pull request may close these issues.

2 participants