Waitcheck GEMM: resolve each hipBLASLt solution to its real object/index/entry (no fabricated copies)
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- Dominant language
- Python
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Description
Follow-up from the PR #324 review (BLOCKER: "Whole-object scans are presented as selected GEMM checks").
scripts/sanitizers/prepare_gemm_isa.py currently copies one unbundled code object under every sol_<idx>.hsaco filename, so distinct hipBLASLt solutions are fabricated as identical objects. Waitcheck then scans the whole object.
Already landed in PR #324 (safe, in-repo parts):
- Waitcheck no longer attributes object-scan findings to a synthetic GEMM kernel name (
kernel_name=Nonefor scan identities). - Identical scan identities now produce a single object-level invocation (dedup by code object).
Remaining (needs real hardware + hipBLASLt metadata):
- Resolve each selected solution to its real code object, image index, and kernel entry offset so kernel-scoped Waitcheck can run exact-entry per solution.
- Introduce an explicit object-scope result shape (no kernel identity/name) for the genuine whole-object-scan fallback, instead of reusing a kernel-named identity.
- Update
prepare_gemm_isa.pyto stop emitting fabricated per-solution copies.
Test: identical scan identities must produce one object-level invocation and no fabricated kernel attribution (unit test landed); add hardware coverage for real per-solution exact-entry resolution.
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First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start with scripts/sanitizers/prepare_gemm_isa.py and the Waitcheck changes from PR #324. Trace how selected hipBLASLt solutions currently map to sol_.hsaco, then use the available metadata and real hardware to resolve each solution's code object, image index, and kernel entry offset. Done means exact-entry checks use real per-solution objects, genuine whole-object scans have an explicit object-scope result, and fabricated copies are no longer emitted.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- performance, testing, tooling
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Quiet
- Clarity
- Mostly clear
- Newbie friendliness
- 35/100