Commits · 96ad903cc200fa5fa9fe954b91e4a0d7f2c9a7ad · OpenDAS / TransformerEngine

04 Apr, 2023 1 commit

Add FP8 support for Ada (#129) · 96ad903c

Kirthi Shankar Sivamani authored Apr 04, 2023



* Add FP8 support for Ada
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

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

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

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

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

* better message for no fp8
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

* same thing for onnx test
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

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

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

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

96ad903c

29 Mar, 2023 1 commit

Fix FlashAttention tests (#99) · bcbd4be0

tcherckez-nvidia authored Mar 29, 2023


Signed-off-by: Tal Cherckez <tcherckez@nvidia.com>
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
Co-authored-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

bcbd4be0

13 Mar, 2023 1 commit

Raise autocast usage error (#93) · 66055973

Kirthi Shankar Sivamani authored Mar 13, 2023



* catch incorrect usage of fp8_autocast
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

* catch error on first time double execution
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

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

66055973

24 Feb, 2023 1 commit

Remove redundant AR for SP case (#79) · d8a2f352

Kirthi Shankar Sivamani authored Feb 23, 2023



* Remove redundant amax AR for SP case
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

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

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

d8a2f352

16 Feb, 2023 1 commit

Sequence-parallel amax reduction fix (#74) · f06e2d85

Kirthi Shankar Sivamani authored Feb 16, 2023



* Fix no reduce_amax option for SP case
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

* add warning about overriding reduce_amax
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

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

f06e2d85

07 Feb, 2023 1 commit

Bug fixes from PR 22 (#65) · 78b4e933

Kirthi Shankar Sivamani authored Feb 06, 2023



* Bug fixes from PR 22
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

* Add FP8 tests to ci
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

* bundle unittests for ci
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

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

78b4e933

03 Feb, 2023 1 commit

Increase number of FP8 tensors per GEMM (#22) · 14198f20

vasunvidia authored Feb 03, 2023



* Increase number of FP8 tensors per GEMM
Signed-off-by: Vasudevan Rengasamy <vrengasamy@nvidia.com>

* Enable FP8 output tensor for fp8_gemm
Signed-off-by: Vasudevan Rengasamy <vrengasamy@nvidia.com>

* [BERT FP8] Initial TE review comments
Signed-off-by: Vasudevan Rengasamy <vrengasamy@nvidia.com>

* Temporary fix for cuda graph non convergence
Signed-off-by: Vasudevan Rengasamy <vrengasamy@nvidia.com>

* Address review comments-2
Signed-off-by: Vasudevan Rengasamy <vrengasamy@nvidia.com>

* Review comments-3
Signed-off-by: Vasudevan Rengasamy <vrengasamy@nvidia.com>

* Cleanup
Signed-off-by: Vasudevan Rengasamy <vrengasamy@nvidia.com>

* Change for New API
Signed-off-by: Vasudevan Rengasamy <vrengasamy@nvidia.com>

* Remove unnecessary clone for D_scale, D_amax
Signed-off-by: Vasudevan Rengasamy <vrengasamy@nvidia.com>

* Avoid Roll for AMAX history size = 1
Signed-off-by: Vasudevan Rengasamy <vrengasamy@nvidia.com>

* Update onnx_te_gemm API
Signed-off-by: Vasudevan Rengasamy <vrengasamy@nvidia.com>

* Fix Lint errors
Signed-off-by: Vasudevan Rengasamy <vrengasamy@nvidia.com>

---------
Signed-off-by: Vasudevan Rengasamy <vrengasamy@nvidia.com>

14198f20

31 Jan, 2023 1 commit
- Address steady memory increase and bloated checkpoints (#63) · c126396b
  Kirthi Shankar Sivamani authored Jan 31, 2023
```
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
```
  c126396b
27 Jan, 2023 1 commit
- Add docs for FP8 calibration (#61) · b67fe451
  Kirthi Shankar Sivamani authored Jan 27, 2023
```
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
```
  b67fe451
24 Jan, 2023 1 commit

Schetlur/fp8 calibration (#40) · 7fc079a4

schetlur-nv authored Jan 24, 2023



* Initial commit for fp8 calibration.
Signed-off-by: Sharan Chetlur <schetlur@dlcluster.nvidia.com>

* Fixes to make unit tests pass
Signed-off-by: Sharan Chetlur <schetlur@dlcluster.nvidia.com>

* Added test and finished implementation
Signed-off-by: Sharan Chetlur <schetlur@nvidia.com>

* Cleaning up handling of save_for_backward in Linear
Signed-off-by: Sharan Chetlur <schetlur@nvidia.com>

* Removing commented lines
Signed-off-by: Sharan Chetlur <schetlur@nvidia.com>

* Minor fix to mnist test.
Signed-off-by: Sharan Chetlur <schetlur@nvidia.com>

* Pylint cleanup
Signed-off-by: Sharan Chetlur <schetlur@nvidia.com>

* Moving stats computation to the forward pass instead of pre_forward, and extending to all other layers
Signed-off-by: Sharan Chetlur <schetlur@nvidia.com>

* Pylint cleanup
Signed-off-by: Sharan Chetlur <schetlur@nvidia.com>

* Pylint cleanup.
Signed-off-by: Sharan Chetlur <schetlur@nvidia.com>

* Fixing unit test failures.
Signed-off-by: Sharan Chetlur <schetlur@nvidia.com>

* Misc changes
Signed-off-by: Sharan Chetlur <schetlur@nvidia.com>

* Fixing bad indentation from master merge and moving some code into the needs_stats conditional
Signed-off-by: Sharan Chetlur <schetlur@nvidia.com>
Signed-off-by: Sharan Chetlur <schetlur@dlcluster.nvidia.com>
Signed-off-by: Sharan Chetlur <schetlur@nvidia.com>
Signed-off-by: schetlur-nv <116769508+schetlur-nv@users.noreply.github.com>
Co-authored-by: Sharan Chetlur <schetlur@dlcluster.nvidia.com>

7fc079a4

17 Jan, 2023 1 commit

Move calculation of scale inverse to framework (#51) · 02a3582c

Kirthi Shankar Sivamani authored Jan 17, 2023



* Move scale inverse calculation to framework
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

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

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

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

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

02a3582c

03 Jan, 2023 1 commit

Update copyright year (#48) · 64a8dc90

Przemyslaw Tredak authored Jan 03, 2023


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

64a8dc90

23 Nov, 2022 1 commit

Full activation recompute checkpointing bug fix (#31) · d10dfb57

Kirthi Shankar Sivamani authored Nov 23, 2022



fix checkpoint loading bug for FAR
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

d10dfb57

17 Nov, 2022 1 commit

Make amax reduction optional (#11) · 681bf9ad

Kirthi Shankar Sivamani authored Nov 16, 2022



* Make amax reduction optional
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

* remove setup for global amax redux for optional case
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

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

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

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

* better FP8 checkpointing
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

* Making checkpointing backwards compatible
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

* Add deprecation warning for old checkpoint loading
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

* fix checkpointing for fp8 recompute case
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

* improvements to deprecation warning
Co-authored-by: Przemyslaw Tredak <ptrendx@gmail.com>
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
Co-authored-by: Przemyslaw Tredak <ptredak@nvidia.com>
Co-authored-by: Przemyslaw Tredak <ptrendx@gmail.com>

681bf9ad

16 Nov, 2022 1 commit

Fix bugs for full activation recompute in FP8 (#24) · c149c145

Kirthi Shankar Sivamani authored Nov 16, 2022



* Fix bugs for full activation recompute in FP8
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

* Ensure identical numerics in recomputation for pipeline parallelism
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

* expose checkpoint API and add docs
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

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

c149c145

28 Sep, 2022 1 commit

Inital code drop · 996ea169

Przemek Tredak authored Sep 27, 2022


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

996ea169