Commits · 9c127ef5b1ee10d466acf633f4a0ad3c8914cf1b · OpenDAS / TransformerEngine

10 Jul, 2024 1 commit

Add cuDNN sliding window and set_deterministic_algorithm (#992) · 8e039fdc

Charlene Yang authored Jul 10, 2024



* add cuDNN swa
Signed-off-by: Charlene Yang <8636796+cyanguwa@users.noreply.github.com>

* fix SWA
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* add set_deterministic and minor fixes for swa
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* add AttentionParams
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* change window_size to int64_t; fix swa/determinism tests; cache _attention_backends
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* add window_size to get_backend; fix jax and paddle
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* minor fixes; add set_deter to bwd_impl
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* fix unit tests
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* fix FP8 tests due to determinism
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* add support matrix for SWA and bias
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* minor fixes and lint
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* minor fixes
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* add wording on window_size special cases
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* minor tweak on wording
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* fix jax assertion error
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* fix wording
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* call bwd with deterministic=true for jax/paddle
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* add determinism words in documentation
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---------
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Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>

8e039fdc

03 Jul, 2024 1 commit

[C/PyTorch] Add support for bottom-right-diagonal causal mask (#960) · 56e0b351

Charlene Yang authored Jul 03, 2024



* update to FE 1.5.1 and add bottom right causal
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* adjust logic for backend selection
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* update FE to 1.5.2
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* add get_attention_backend function
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* update get_attention_backend
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* fix get_attention_backend
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* tweak get_attention_backend and fix unit tests
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* minor fixes for unfused, get_backend, etc
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* Update transformer_engine/pytorch/attention.py
Co-authored-by: Tim Moon <4406448+timmoon10@users.noreply.github.com>
Signed-off-by: Charlene Yang <8636796+cyanguwa@users.noreply.github.com>

* fix cpu offload
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* minor fixes for get_attention_backend
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* explicitly skip FP32 and padding tests because there is no support
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* minor fix for window size check
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* update check_set_window_size and add enc_dec_attn_mask_type/enc_dec_window_size
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* minor fixes
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* [pre-commit.ci] auto fixes from pre-commit.com hooks

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---------
Signed-off-by: Charlene Yang <8636796+cyanguwa@users.noreply.github.com>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Tim Moon <4406448+timmoon10@users.noreply.github.com>

56e0b351

14 Jun, 2024 1 commit

Add documentation for dot product attention (#889) · 43569381

Charlene Yang authored Jun 13, 2024



* add attention docs
Signed-off-by: Charlene Yang <8636796+cyanguwa@users.noreply.github.com>

* WIP: update attention doc
Signed-off-by: Charlene Yang <8636796+cyanguwa@users.noreply.github.com>

* WIP: update attention doc
Signed-off-by: Charlene Yang <8636796+cyanguwa@users.noreply.github.com>

* WIP: update attention doc
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* WIP: update attn doc
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* WIP: update attn doc
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* WIP: update attn doc
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* WIP: update attention doc
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* first draft
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* minor tweak to first draft
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* clean up pictures
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* first draft for review
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* minor fixes
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* add logging info/debug
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* minor fix of an SWA message
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* use subprocess instaed of os.sys
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* clean up benchmark script
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* add example script and update notebook
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* minor tweak
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* minor tweaks
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* fix lint
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* fix Jax/Paddle related comments
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* rerun H100 benchmark
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* restrict fp8 tests to sm90+
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* move get_cudnn_version from common to pytorch utils
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---------
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43569381