tests/pytorch/utils.py · 33b4fa708a57c23e7df46608b69b495302e8ed3b · OpenDAS / TransformerEngine

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[PyTorch] Add sink attention support from cuDNN (#2148) · 33b4fa70
Charlene Yang authored Sep 22, 2025


* first draft; debug plan failure
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* debug uid error
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* tweak params
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* add grad in output
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* clean up prints
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* fix prints in test
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* Apply 1 suggestion(s) to 1 file(s)
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* address review comments
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* fix unfused grad; add softmax_type; add sink to bwd
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* Apply 1 suggestion(s) to 1 file(s)
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* fix padding mask; add swa tests; remove requires_grad for off-by-one
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* update FE
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* Apply 1 suggestion(s) to 1 file(s)
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Signed-off-by: Charlene Yang <8636796+cyanguwa@users.noreply.github.com>

* Apply 1 suggestion(s) to 1 file(s)
Co-authored-by: Chen Cui <chcui@nvidia.com>
Signed-off-by: Charlene Yang <8636796+cyanguwa@users.noreply.github.com>

* Apply 1 suggestion(s) to 1 file(s)
Co-authored-by: Chen Cui <chcui@nvidia.com>
Signed-off-by: Charlene Yang <8636796+cyanguwa@users.noreply.github.com>

* Apply 1 suggestion(s) to 1 file(s)
Co-authored-by: Chen Cui <chcui@nvidia.com>
Signed-off-by: Charlene Yang <8636796+cyanguwa@users.noreply.github.com>

* Apply 1 suggestion(s) to 1 file(s)
Co-authored-by: Chen Cui <chcui@nvidia.com>
Signed-off-by: Charlene Yang <8636796+cyanguwa@users.noreply.github.com>

* Apply 1 suggestion(s) to 1 file(s)
Co-authored-by: Chen Cui <chcui@nvidia.com>
Signed-off-by: Charlene Yang <8636796+cyanguwa@users.noreply.github.com>

* Apply 1 suggestion(s) to 1 file(s)
Co-authored-by: Chen Cui <chcui@nvidia.com>
Signed-off-by: Charlene Yang <8636796+cyanguwa@users.noreply.github.com>

* Apply 1 suggestion(s) to 1 file(s)
Co-authored-by: Chen Cui <chcui@nvidia.com>
Signed-off-by: Charlene Yang <8636796+cyanguwa@users.noreply.github.com>

* Apply 1 suggestion(s) to 1 file(s)
Co-authored-by: Chen Cui <chcui@nvidia.com>
Signed-off-by: Charlene Yang <8636796+cyanguwa@users.noreply.github.com>

* fix indent
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* fix non-determinism and shapes
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* clean up prints
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* add GQA
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* add CP A2A; dq/dk mismatches
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* fix CP A2A; need cleaner solution
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* fix CP A2A; pending cudnn kernel change
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* minor fixes
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* fix world size in unit test; avoid thd format
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* fix kernel_backend, dtype in unit test; fix head_dim for FP8 Hopper
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* fix thd logic
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* fix fp8 context
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* tweak CP logging
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* allow no_mask/padding for SWA(left,0)
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* Revert "allow no_mask/padding for SWA(left,0)"

This reverts commit 08b4ccc67a08b6882080b06aa715f541bb832aca.
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* add softmax_type to Jax
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* add cuDNN version control
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* prettify tests
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* skip 9.13 for MLA, non 192/128
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* rename compare_with_error
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* small cleanups and improvements
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* fix minor CI failures
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* force sink/dsink to be float32
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* switch FE to GH FE
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* return to GH TE main FE commit
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* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci



* update FE to 1.14.1
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* clean up before CI
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* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci



* fix lint
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* bump up cudnn version
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* add backend selection guard for unit tests
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* add docstring for softmax type enums in C
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---------
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Co-authored-by: Chen Cui <chcui@nvidia.com>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
33b4fa70
utils.py 11.7 KB
Replace utils.py
