Commits · 06eebf668b91336d535723f1f864a117e9af817f · OpenDAS / TransformerEngine

23 Sep, 2023 1 commit

cyanguwa authored Sep 22, 2023



* [PyTorch] Implement GQA based on fused q, k, v projection. Additionally fixes #392
Signed-off-by: Markus Schnoes <markus.schnoes@gmx.de>

* [PyTorch] Extend parameters_split option in Linear and LayerNormLinear to support splitting with different sizes as required by unfused GQA.
Signed-off-by: Markus Schnoes <markus.schnoes@gmx.de>

* fix parameters split
Signed-off-by: Charlene Yang <8636796+cyanguwa@users.noreply.github.com>

* fix noop cat to bypass torch.cat and support uneven split
Signed-off-by: Charlene Yang <8636796+cyanguwa@users.noreply.github.com>

* fix unit tests
Signed-off-by: Charlene Yang <8636796+cyanguwa@users.noreply.github.com>

* fix torch.split args
Signed-off-by: Charlene Yang <8636796+cyanguwa@users.noreply.github.com>

* fix cuda graph due to noop_cat
Signed-off-by: Charlene Yang <8636796+cyanguwa@users.noreply.github.com>

* fix lint
Signed-off-by: Charlene Yang <8636796+cyanguwa@users.noreply.github.com>

* remove the use of enumerate when possible
Signed-off-by: Charlene Yang <8636796+cyanguwa@users.noreply.github.com>

* fix strides in SplitAlongDim
Signed-off-by: Charlene Yang <8636796+cyanguwa@users.noreply.github.com>

---------
Signed-off-by: Markus Schnoes <markus.schnoes@gmx.de>
Signed-off-by: Charlene Yang <8636796+cyanguwa@users.noreply.github.com>
Co-authored-by: Markus Schnoes <markus.schnoes@gmx.de>

db589510

20 Sep, 2023 1 commit

[pyTorch] Enable the model to change precision between iterations (#414) · 7e759174

Przemyslaw Tredak authored Sep 21, 2023



* Enable the model to be change precision between iterations
Signed-off-by: Przemek Tredak <ptredak@nvidia.com>

* Add test
Signed-off-by: Przemek Tredak <ptredak@nvidia.com>

* Fix for the test
Signed-off-by: Przemek Tredak <ptredak@nvidia.com>

---------
Signed-off-by: Przemek Tredak <ptredak@nvidia.com>
Co-authored-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

7e759174

18 Aug, 2023 1 commit
- fix for amax_and_scale_update when reduce_amax=False (#386) · f29efb77
  Sudhakar Singh authored Aug 18, 2023
```
Signed-off-by: Sudhakar Singh <sudhakars@nvidia.com>
```
  f29efb77
16 Aug, 2023 1 commit

[PyTorch] FP8 fixes (#380) · 2e0bfbd9

Kirthi Shankar Sivamani authored Aug 16, 2023



* Initial refactor
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

* Reorder methods by purpose
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

* Save full global state
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

* Fix
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

* Fix tests
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

* More fixes to test
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

---------
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

2e0bfbd9

08 Aug, 2023 1 commit

Optimize calls to .cpu() during checkpointing (#363) · 86d148f9

Kirthi Shankar Sivamani authored Aug 08, 2023



* Optimize calls to .cpu() during checkpointing
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

* Fixes for ONNX
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

---------
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

86d148f9

02 Aug, 2023 1 commit
- Store FP8 checkpointing data in CPU (#351) · 85928d08
  Kirthi Shankar Sivamani authored Aug 02, 2023
```
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
```
  85928d08
14 Jul, 2023 1 commit
- [PyTorch] Fix FP8 checkpointing for non forward execution cases (#323) · f351191b
  Kirthi Shankar Sivamani authored Jul 14, 2023
```
Bug fix for checkpointing
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
```
  f351191b
02 Jun, 2023 1 commit

Fix some Pylance errors (#259) · 144e4888

Jan Bielak authored Jun 02, 2023



* Ignore IDE files
Signed-off-by: Jan Bielak <jbielak@nvidia.com>

* Fix typing errors
Signed-off-by: Jan Bielak <jbielak@nvidia.com>

* Ignore devcontainer files
Signed-off-by: Jan Bielak <jbielak@nvidia.com>

* Avoid import from private module
Signed-off-by: Jan Bielak <jbielak@nvidia.com>

* Apply @timmoon10 's suggestions
Signed-off-by: Jan Bielak <jbielak@nvidia.com>

---------
Signed-off-by: Jan Bielak <jbielak@nvidia.com>

144e4888

01 Jun, 2023 1 commit

Don't save fp8 weight tensors if `is_first_microbatch` is None (#244) · 80825fde

Sudhakar Singh authored Jun 01, 2023



* extend fp8 weight placeholders logic for Linear, LNLinear, LNMLP
Signed-off-by: Sudhakar Singh <sudhakars@nvidia.com>

* Update transformer_engine/pytorch/module/base.py
Co-authored-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
Signed-off-by: Sudhakar Singh <sudhakars@nvidia.com>

* Update transformer_engine/pytorch/module/base.py
Co-authored-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
Signed-off-by: Sudhakar Singh <sudhakars@nvidia.com>

* Update transformer_engine/pytorch/module/base.py
Co-authored-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
Signed-off-by: Sudhakar Singh <sudhakars@nvidia.com>

* Update transformer_engine/pytorch/module/base.py
Co-authored-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
Signed-off-by: Sudhakar Singh <sudhakars@nvidia.com>

* Update transformer_engine/pytorch/module/base.py
Co-authored-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
Signed-off-by: Sudhakar Singh <sudhakars@nvidia.com>

* Update transformer_engine/pytorch/module/layernorm_linear.py
Co-authored-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
Signed-off-by: Sudhakar Singh <sudhakars@nvidia.com>

* Update transformer_engine/pytorch/module/layernorm_mlp.py
Co-authored-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
Signed-off-by: Sudhakar Singh <sudhakars@nvidia.com>

* Update transformer_engine/pytorch/module/linear.py
Co-authored-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
Signed-off-by: Sudhakar Singh <sudhakars@nvidia.com>

* Update linear.py
Signed-off-by: Sudhakar Singh <sudhakars@nvidia.com>

* Update layernorm_linear.py
Signed-off-by: Sudhakar Singh <sudhakars@nvidia.com>

* Update layernorm_mlp.py
Signed-off-by: Sudhakar Singh <sudhakars@nvidia.com>

* lint
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

---------
Signed-off-by: Sudhakar Singh <sudhakars@nvidia.com>
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
Co-authored-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

80825fde

25 May, 2023 1 commit

Clearer error messages for dtype and shape assertions (#245) · 871fdf51

Carlos Mocholí authored May 24, 2023



* Clearer error messages for dtype and shape assertions
Signed-off-by: Carlos Mocholí <carlossmocholi@gmail.com>

* Update transformer_engine/pytorch/utils.py
Co-authored-by: Tim Moon <4406448+timmoon10@users.noreply.github.com>
Signed-off-by: Carlos Mocholí <carlossmocholi@gmail.com>

* Update transformer_engine/pytorch/utils.py
Co-authored-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
Signed-off-by: Carlos Mocholí <carlossmocholi@gmail.com>

---------
Signed-off-by: Carlos Mocholí <carlossmocholi@gmail.com>
Co-authored-by: Tim Moon <4406448+timmoon10@users.noreply.github.com>
Co-authored-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

871fdf51

09 May, 2023 1 commit

PyTorch refactor (#201) · c6a4a4e0

Kirthi Shankar Sivamani authored May 09, 2023



* Initial refactor
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

* refactor attention out of transformer.py
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

* Fix ONNX export
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

* linting
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

---------
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

c6a4a4e0