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[rocm-libraries] ROCm/rocm-libraries#4292 (commit b7f1367)
Enable group mode (varlen) kernel generation for PyTorch integration (#4292) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit ## Proposed changes This PR enables group mode (variable-length attention) kernel generation for PyTorch's CK SDPA backend. ## Checklist Please put an `x` into the boxes that apply. You can also fill these out after creating the PR. If you're not sure, please don't hesitate to ask. - [X] I have added tests relevant to the introduced functionality, and the unit tests are passing locally - [ ] I have added the test to REGRESSION_TESTS list defined at the top of CMakeLists.txt in tests/CMakeLists.txt, **IF** the test takes more than 30 seconds to run. - [ ] I have added inline documentation which enables the maintainers with understanding the motivation - [ ] I have removed the stale documentation which is no longer relevant after this pull request - [ ] (If this change is user-facing) I have added release notes which provide the end users with a brief summary of the improvement from this pull request - [X] I have run `clang-format` on all changed files - [ ] Any dependent changes have been merged ## Discussion The change is minimal (single line deletion) but enables a significant feature: variable-length attention support for ROCm users via PyTorch's torch.nn.attention.varlen API.
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@@ -1219,7 +1219,6 @@ def get_product(receipt: int) -> Product:
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cond &= kernel_ctx.pipeline.F_vlayout == "row"
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cond &= kernel_ctx.pipeline.F_bias in ["no", "bias"]
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cond &= kernel_ctx.pipeline.F_qscale == "no"
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cond &= problem_ctx.mode == "batch"
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cond &= kernel_ctx.pipeline.F_skip == "f"
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cond &= kernel_ctx.pipeline.F_logits == "f"
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return cond
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