Commits · 0a1499faa23a2cc325906bb310a3869a084b00cb · OpenDAS / TransformerEngine

16 Jul, 2025 1 commit

[Pytorch] Dynamo ONNX export support (#1497) · 0a1499fa

Paweł Gadziński authored Jul 16, 2025



* some initial code
Signed-off-by: Pawel Gadzinski <pgadzinski@nvidia.com>

* onnx support
Signed-off-by: Pawel Gadzinski <pgadzinski@nvidia.com>

* mxfp8 support
Signed-off-by: Pawel Gadzinski <pgadzinski@nvidia.com>

* fixed returning layernorm etc
Signed-off-by: Pawel Gadzinski <pgadzinski@nvidia.com>

* formatting
Signed-off-by: Pawel Gadzinski <pgadzinski@nvidia.com>

* lint fix
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* [pre-commit.ci] auto fixes from pre-commit.com hooks

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



* license fix
Signed-off-by: Pawel Gadzinski <pgadzinski@nvidia.com>

* fix
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* tests passing
Signed-off-by: Pawel Gadzinski <pgadzinski@nvidia.com>

* fix
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* refactor
Signed-off-by: Pawel Gadzinski <pgadzinski@nvidia.com>

* lint
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* fixes
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* fix
Signed-off-by: Pawel Gadzinski <pgadzinski@nvidia.com>

* added pip install to test.sh
Signed-off-by: Pawel Gadzinski <pgadzinski@nvidia.com>

* Update transformer_engine/pytorch/export.py
Co-authored-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
Signed-off-by: Paweł Gadziński <62263673+pggPL@users.noreply.github.com>

* fix
Signed-off-by: Pawel Gadzinski <pgadzinski@nvidia.com>

* fix
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* float8currentscaling quantizer exception
Signed-off-by: Pawel Gadzinski <pgadzinski@nvidia.com>

* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* added to wheels
Signed-off-by: Pawel Gadzinski <pgadzinski@nvidia.com>

* onnx versions
Signed-off-by: Pawel Gadzinski <pgadzinski@nvidia.com>

* fix
Signed-off-by: Pawel Gadzinski <pgadzinski@nvidia.com>

* installations in tests
Signed-off-by: Pawel Gadzinski <pgadzinski@nvidia.com>

* fix
Signed-off-by: root <root@prenyx0221.a51.clusters.nvidia.com>

* [pre-commit.ci] auto fixes from pre-commit.com hooks

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



* lint fix
Signed-off-by: Pawel Gadzinski <pgadzinski@nvidia.com>

* [pre-commit.ci] auto fixes from pre-commit.com hooks

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



* fix
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* fixes
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* fixes
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* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* fixes
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* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* fixes
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* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* fix
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* Update setup.py
Co-authored-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* onnxscript version chnage
Signed-off-by: Pawel Gadzinski <pgadzinski@nvidia.com>

* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* fixes
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* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* Fix CI
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* fix
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* Update build.yml
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* Update pytorch.py
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---------
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0a1499fa

10 Jun, 2025 1 commit

pyproject.toml (#1852) · aedd7e10

Kirthi Shankar Sivamani authored Jun 10, 2025



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

* rm setup reqs
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* fix
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* buil-isolation support
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* rm not needed funcs
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* Fix workflows
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* fix wheel
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* Fix invalid wheel
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* Fix JAX build in baremetal env
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* Update install inst in readme
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* Update build.yml
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* docstring fix
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* fix
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---------
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

aedd7e10

09 Jun, 2025 1 commit

Manage dependencies and add missing `einops` req (#1859) · ddcda1ff

Kirthi Shankar Sivamani authored Jun 09, 2025



* Manage deps and add einops
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

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

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

ddcda1ff

05 Jun, 2025 1 commit

Fix `NVTE_FRAMEWORK=all` installation (#1850) · 12af02f2

Kirthi Shankar Sivamani authored Jun 04, 2025



* Fix NVTE_FRAMEWORK=all
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* fix
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* Fix
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* Workflow tests and fixes
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* Fix jax install
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* Fix
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* Update dep
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* Add numpy
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* Add dep
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---------
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

12af02f2

07 May, 2025 1 commit
- Remove build isolation from GH builds (#1755) · 3d2152c2
  Kirthi Shankar Sivamani authored May 07, 2025
```
Add build isolation to workflow
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
```
  3d2152c2
10 Mar, 2025 1 commit
- Disable parallelism in core build test (#1550) · 314ab9a8
  Tim Moon authored Mar 10, 2025
```
Signed-off-by: Tim Moon <tmoon@nvidia.com>
```
  314ab9a8
27 Feb, 2025 1 commit
- Update build test CUDA version to 12.1 (#1517) · eb28c650
  Tim Moon authored Feb 27, 2025
```
Signed-off-by: Tim Moon <tmoon@nvidia.com>
```
  eb28c650
07 Feb, 2025 1 commit
- Update main branch with TE 2.0 code, update version to 2.1.0.dev0 · 544dd14b
  Przemek Tredak authored Feb 07, 2025
```
Signed-off-by: Przemek Tredak <ptredak@nvidia.com>
```
  544dd14b
02 Jan, 2025 1 commit
- Update copyright to include 2025 (#1388) · c9ea6be9
  Kirthi Shankar Sivamani authored Jan 02, 2025
```
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
```
  c9ea6be9
25 Nov, 2024 1 commit

[Common] Moved framework agnostic THD kernels to common. (#1339) · 60ce21f4

Michael Goldfarb authored Nov 25, 2024



Moved framework agnostic THD kernels to common.

---------
Signed-off-by: Michael Goldfarb <mgoldfarb@nvidia.com>

60ce21f4

11 Nov, 2024 1 commit

Convert non-kernel cuda files to cpp (#1322) · 68adf451

Kirthi Shankar Sivamani authored Nov 11, 2024



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

* fix build
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* [pre-commit.ci] auto fixes from pre-commit.com hooks

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



* upgrade paddle container for CI
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

---------
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68adf451

14 Aug, 2024 1 commit

Bump minimum CUDA version to 12.0 (#1103) · cc329b79

Tim Moon authored Aug 14, 2024



* Bump minimum CUDA version to 12.0
Signed-off-by: Tim Moon <tmoon@nvidia.com>

* Debug CUDA version check
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* Debug CMake build
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* Review suggestions from @ksivaman and @ptrendx

Remove logic for CUDA <12.0 in PyTorch and Paddle builds. Update version in docs and README.
Signed-off-by: Tim Moon <tmoon@nvidia.com>

* [pre-commit.ci] auto fixes from pre-commit.com hooks

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



---------
Signed-off-by: Tim Moon <tmoon@nvidia.com>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>

cc329b79

13 Aug, 2024 1 commit

Use minimal CUDA container for PyTorch GitHub build (#1091) · dcc50c8e

Tim Moon authored Aug 13, 2024



* Use minimal CUDA container for PyTorch GitHub build
Signed-off-by: Tim Moon <tmoon@nvidia.com>

* Accidentally installed PyTorch in wrong test
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* Debug sanity test
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dcc50c8e

30 Jul, 2024 1 commit
- [Paddle] Update Paddle image (#1053) · 81dd6ad0
  Tian Zheng authored Jul 30, 2024
```
Update Paddle image
Signed-off-by: Tian Zheng <tizheng@nvidia.com>
```
  81dd6ad0
25 Jul, 2024 1 commit

Build scripts for pip wheels (#1036) · 09813578

Kirthi Shankar Sivamani authored Jul 24, 2024



* Specify python version
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09813578

24 Jul, 2024 1 commit

Update minimum CMake version (#1037) · 9edcaf0e

Tim Moon authored Jul 24, 2024



* Set minimum CMake version to 3.21

Stop linking to nvtx.
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* Update .github/workflows/build.yml
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---------
Signed-off-by: Tim Moon <tmoon@nvidia.com>
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9edcaf0e

09 Jul, 2024 1 commit

Add test for building without support for any DL frameworks (#974) · 33dbf62b

Tim Moon authored Jul 09, 2024



* Add test for building with no DL frameworks
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* Use NGC container for HPC SDK

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33dbf62b

14 Jun, 2024 1 commit

Add auto-formatter (#919) · d99142a0

Kirthi Shankar Sivamani authored Jun 13, 2024



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

* add fp8 attn include in the correct file
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

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

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

d99142a0

01 May, 2024 1 commit

[JAX] Support FP8 training for Pipeline Parallelism when Micro-batch > 1 on Paxml. (#774) · eed4dfc6

Ming-Xu Huang authored May 01, 2024



* Support FP8 Meta Dtype (FM32) and Align FP8 Scale Update with PyTorch.
Signed-off-by: Ming Huang <mingh@nvidia.com>

* Modify with the feedback of code review
Signed-off-by: Ming Huang <mingh@nvidia.com>

* Hiding FlaxFloatMeta32 inside fp8.py
Signed-off-by: Ming Huang <mingh@nvidia.com>

* Make functions to be JAX tracable objects.
Signed-off-by: Ming Huang <mingh@nvidia.com>

* Rebased with mian.
Signed-off-by: Ming Huang <mingh@nvidia.com>

* Update jax images for github workflow.
Signed-off-by: Ming Huang <mingh@nvidia.com>

---------
Signed-off-by: Ming Huang <mingh@nvidia.com>

eed4dfc6

03 Jan, 2024 1 commit
- Change the copyright to include 2024 (#583) · cd798c97
  Przemyslaw Tredak authored Jan 02, 2024
```
Signed-off-by: Przemek Tredak <ptredak@nvidia.com>
```
  cd798c97
13 Oct, 2023 1 commit
- Remove remaining references to TensorFlow (#474) · 35e687d0
  Tim Moon authored Oct 13, 2023
```
Signed-off-by: Tim Moon <tmoon@nvidia.com>
```
  35e687d0
11 Oct, 2023 1 commit
- Remove TF support (#467) · 1f4c3979
  Kirthi Shankar Sivamani authored Oct 11, 2023
```
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
```
  1f4c3979
09 Oct, 2023 1 commit
- Disable GitHub CI jobs using NGC PyTorch container (#462) · 79f5fac7
  Tim Moon authored Oct 09, 2023
```
Signed-off-by: Tim Moon <tmoon@nvidia.com>
```
  79f5fac7
20 Jul, 2023 1 commit
- [GH Actions] Build PyTorch without FA for memory usage (#334) · 7a30ba45
  Kirthi Shankar Sivamani authored Jul 20, 2023
```
Build PyTorch with FA for memory usage
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
```
  7a30ba45
15 Jul, 2023 1 commit

Stop creating pip wheels in GitHub build tests (#315) · 36873ec8

Tim Moon authored Jul 15, 2023



* Stop creating pip wheels in GitHub build tests
Signed-off-by: Tim Moon <tmoon@nvidia.com>

* Revert to 23.03 container in GitHub build tests
Signed-off-by: Tim Moon <tmoon@nvidia.com>

---------
Signed-off-by: Tim Moon <tmoon@nvidia.com>
Co-authored-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

36873ec8

31 May, 2023 1 commit

Refactor build system (#235) · 37bbfc76

Tim Moon authored May 31, 2023



* Refactor Setuptools build system

Successfully launches CMake install, but installs CMake extensions in temp dir.
Signed-off-by: Tim Moon <tmoon@nvidia.com>

* Debug JAX build

Fix pybind11 import. Distinguish between build-time and run-time dependencies.
Signed-off-by: Tim Moon <tmoon@nvidia.com>

* Add helper function to determine dependencies
Signed-off-by: Tim Moon <tmoon@nvidia.com>

* Add missing license
Signed-off-by: Tim Moon <tmoon@nvidia.com>

* Debug case where system CMake is too old
Signed-off-by: Tim Moon <tmoon@nvidia.com>

* Add missing license
Signed-off-by: Tim Moon <tmoon@nvidia.com>

* Simplify sanity import tests

Just importing modules provides richer error messages.
Signed-off-by: Tim Moon <tmoon@nvidia.com>

* Properly install submodules
Signed-off-by: Tim Moon <tmoon@nvidia.com>

* Install helper library for TensorFlow
Signed-off-by: Tim Moon <tmoon@nvidia.com>

* Update documentation
Signed-off-by: Tim Moon <tmoon@nvidia.com>

* Do not install Ninja by default
Signed-off-by: Tim Moon <tmoon@nvidia.com>

* Include Git commit hash in version string
Signed-off-by: Tim Moon <tmoon@nvidia.com>

* Override build_ext.build_extensions instead of build_ext.run
Signed-off-by: Tim Moon <tmoon@nvidia.com>

* Fix incorrect include path

Restore Ninja dependency. Restore overriding build_ext.run func.
Signed-off-by: Tim Moon <tmoon@nvidia.com>

* Review suggestions from @nouiz
Signed-off-by: Tim Moon <tmoon@nvidia.com>

* Disable parallel Ninja jobs in GitHub actions
Signed-off-by: Tim Moon <tmoon@nvidia.com>

* Properly install userbuffers lib
Signed-off-by: Tim Moon <tmoon@nvidia.com>

* Tweak install docs

Review suggestion from @ksivaman
Signed-off-by: Tim Moon <tmoon@nvidia.com>

* Add examples for specifying framework in docs
Signed-off-by: Tim Moon <tmoon@nvidia.com>

---------
Signed-off-by: Tim Moon <tmoon@nvidia.com>

37bbfc76

21 Apr, 2023 1 commit

Add FP8 fused attention (#155) · 989a53a0

cyanguwa authored Apr 21, 2023



* Add FP8 fused attention to TE for PyTorch
Signed-off-by: Charlene Yang <charleney@nvidia.com>

* add license for cudnn-frontend, modify installation requirements, and refactor some headers for aesthetics
Signed-off-by: Charlene Yang <charleney@nvidia.com>

* add c api docs for fused attention
Signed-off-by: Charlene Yang <charleney@nvidia.com>

* add exception for unsupported precision/sequence length combinations
Signed-off-by: Charlene Yang <charleney@nvidia.com>

* fix installation requirement for non fused attn use cases
Signed-off-by: Charlene Yang <charleney@nvidia.com>

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

* prefix enums with NVTE_ and replace old MHA_Matrix with NVTE_QKV_Matrix
Signed-off-by: Charlene Yang <charleney@nvidia.com>

* minor fixes based on PR comments
Signed-off-by: Charlene Yang <charleney@nvidia.com>

* fix description for kvpacked fwd
Signed-off-by: Charlene Yang <charleney@nvidia.com>

* fix description of Bias in C api
Signed-off-by: Charlene Yang <charleney@nvidia.com>

* minor fixes for cudnn requirement and description for QKV tensors
Signed-off-by: Charlene Yang <charleney@nvidia.com>

* fix QKV layout description and support matrix for C api
Signed-off-by: Charlene Yang <charleney@nvidia.com>

* add asserts to cpp_extensions for qkv layout/bias type/attn mask type
Signed-off-by: Charlene Yang <charleney@nvidia.com>

* fix typo precision
Signed-off-by: Charlene Yang <charleney@nvidia.com>

---------
Signed-off-by: Charlene Yang <charleney@nvidia.com>
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
Co-authored-by: Charlene Yang <charleney@nvidia.com>
Co-authored-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

989a53a0

11 Apr, 2023 1 commit

Set DCMAKE_PREFIX_PATH for TensorFlow build to build with pip pybind11 (#143) · ab44f050

Trevor Morris authored Apr 11, 2023



* Fix pybind11 install doc
Signed-off-by: Trevor Morris <tmorris@nvidia.com>

* Set CMAKE_PREFIX_PATH for TF to find pybind11
Signed-off-by: Trevor Morris <tmorris@nvidia.com>

* Update test builds to use pip install of apt.
Signed-off-by: Trevor Morris <tmorris@nvidia.com>

---------
Signed-off-by: Trevor Morris <tmorris@nvidia.com>

ab44f050

07 Apr, 2023 1 commit

GitHub actions for JAX and TensorFlow (#104) · a0f00654

Tim Moon authored Apr 06, 2023



* GitHub actions for linting JAX code

Pylint is disabled since JAX container is not publicly available.
Signed-off-by: Tim Moon <tmoon@nvidia.com>

* GitHub action for building JAX code

Disabled since JAX container is not publicly available.
Signed-off-by: Tim Moon <tmoon@nvidia.com>

* Add GitHub actions for TensorFlow and license checking
Signed-off-by: Tim Moon <tmoon@nvidia.com>

* Debug GitHub action for license checking
Signed-off-by: Tim Moon <tmoon@nvidia.com>

* Use TensorFlow container for GitHub JAX tests
Signed-off-by: Tim Moon <tmoon@nvidia.com>

---------
Signed-off-by: Tim Moon <tmoon@nvidia.com>

a0f00654

28 Mar, 2023 1 commit

Add TensorFlow module and extensions (#85) · b7acb6e1

Trevor Morris authored Mar 28, 2023



* Add tensorflow build

Improve build instructions

Fix pybind enum usage

Fix Python_EXECUTABLE cmake var

Move scale_inv calculations to FW
Signed-off-by: Trevor Morris <tmorris@nvidia.com>
Signed-off-by: kaixih <kaixih@nvidia.com>

* Apply clang-format
Signed-off-by: Trevor Morris <tmorris@nvidia.com>
Signed-off-by: kaixih <kaixih@nvidia.com>

* Format python files
Signed-off-by: Trevor Morris <tmorris@nvidia.com>
Signed-off-by: kaixih <kaixih@nvidia.com>

* Add TF build CI
Signed-off-by: Trevor Morris <tmorris@nvidia.com>
Signed-off-by: kaixih <kaixih@nvidia.com>

* Lint checks
Signed-off-by: kaixih <kaixih@nvidia.com>

* Another round of lint checks
Signed-off-by: kaixih <kaixih@nvidia.com>

* Fix TF image tag
Signed-off-by: Trevor Morris <tmorris@nvidia.com>
Signed-off-by: kaixih <kaixih@nvidia.com>

* Use the existing recipe file
Signed-off-by: kaixih <kaixih@nvidia.com>

* Add license claim blocks
Signed-off-by: kaixih <kaixih@nvidia.com>

* Fix a bug about bias dtype conversion
Signed-off-by: kaixih <kaixih@nvidia.com>

* Add mnist example and cleanup old examples
Signed-off-by: kaixih <kaixih@nvidia.com>

* Autopep8 the tests
Signed-off-by: kaixih <kaixih@nvidia.com>

* Autopep8 the examples
Signed-off-by: kaixih <kaixih@nvidia.com>

* Add example in Readme
Signed-off-by: kaixih <kaixih@nvidia.com>

* Add unit tests and linting for TensorFlow
Signed-off-by: Tim Moon <tmoon@nvidia.com>

* Add causal mask for non-fused case
Signed-off-by: kaixih <kaixih@nvidia.com>

* Fix the mismatched TF vs TE masks
Signed-off-by: kaixih <kaixih@nvidia.com>

* Addressing CI tests
Signed-off-by: kaixih <kaixih@nvidia.com>

* Run lint test
Signed-off-by: kaixih <kaixih@nvidia.com>

* Add missing import
Signed-off-by: kaixih <kaixih@nvidia.com>

* Skip fp8 tests for pre-Hopper GPUs
Signed-off-by: kaixih <kaixih@nvidia.com>

* Remove non-pytest tests
Signed-off-by: kaixih <kaixih@nvidia.com>

* Fix license
Signed-off-by: Tim Moon <tmoon@nvidia.com>

---------
Signed-off-by: Trevor Morris <tmorris@nvidia.com>
Signed-off-by: kaixih <kaixih@nvidia.com>
Signed-off-by: Tim Moon <tmoon@nvidia.com>
Co-authored-by: kaixih <kaixih@nvidia.com>
Co-authored-by: Tim Moon <tmoon@nvidia.com>

b7acb6e1

24 Feb, 2023 1 commit

Move TE/PyTorch UT to tests/pytorch/ (#78) · 97b344cd

Jeng Bai-Cheng authored Feb 24, 2023



* move TE/PyTorch UT to tests/pytorch

1. move tests/* files to tests/pytorch/
2. adjust UT paths in qa/L0_unittest/test.sh
Signed-off-by: Ryan Jeng <rjeng@nvidia.com>

* update build.yml
Signed-off-by: Ryan Jeng <rjeng@nvidia.com>

---------
Signed-off-by: Ryan Jeng <rjeng@nvidia.com>

97b344cd

22 Feb, 2023 1 commit

flash-attn integration (#62) · 79a9fe29

cyanguwa authored Feb 21, 2023



* add flash attention to TransformerLayer
Signed-off-by: Charlene Yang <charleney@nvidia.com>

* Add docs for FP8 calibration (#61)
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
Signed-off-by: Charlene Yang <charleney@nvidia.com>

* Fix the integer overflow in fused softmax (#60)
Signed-off-by: Przemek Tredak <ptredak@nvidia.com>
Signed-off-by: Charlene Yang <charleney@nvidia.com>

* prefix flash attn env var with NVTE_
Signed-off-by: Charlene Yang <charleney@nvidia.com>

* Address steady memory increase and bloated checkpoints (#63)
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
Signed-off-by: Charlene Yang <charleney@nvidia.com>

* fix env var logic
Signed-off-by: cyanguwa <cyang.uwa@gmail.com>
Signed-off-by: Charlene Yang <charleney@nvidia.com>

* fix flash attn env var logic again
Signed-off-by: cyanguwa <cyang.uwa@gmail.com>
Signed-off-by: Charlene Yang <charleney@nvidia.com>

* remove d2d copies (#64)

* remove d2d copies
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

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

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

* Increase number of FP8 tensors per GEMM (#22)

* 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>
Signed-off-by: Charlene Yang <charleney@nvidia.com>

* Bug fixes from PR 22 (#65)

* 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>
Signed-off-by: Charlene Yang <charleney@nvidia.com>

* replace rearrange with transpose
Signed-off-by: cyanguwa <cyang.uwa@gmail.com>
Signed-off-by: Charlene Yang <charleney@nvidia.com>

* QKV parameters unfused path fixes and optimization (#66)

* 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>

* Better QKV parameter fusion
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

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

* keep original param for unfused case to retain externally set attrs
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

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

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

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

* No need to set data pointers
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

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

* Assert memory loc in NoopCat
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

* Handle case of different memory in param and buffer
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

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

* Reassign params memory to avoid more concats
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

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

* Fix gradients when using AMP (#70)

retain grad related attrs while casting
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
Signed-off-by: Charlene Yang <charleney@nvidia.com>

* fix pylint violations 

fixed pyline violations such as trailing white spaces and too long lines 
Signed-off-by: cyanguwa <cyang.uwa@gmail.com>

* fix pylint violation on line 264 with R1719
Signed-off-by: cyanguwa <cyang.uwa@gmail.com>

* fix two more pylint violations
Signed-off-by: cyanguwa <cyang.uwa@gmail.com>

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

* Add docs for attention
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

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

* check for correct flash-attn version
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

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

* lint+build fixes, correct settings for default flash-attn
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

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

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

* fix onnx and disable flash-attn export test
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

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

* cleanup internal API; rm duplication
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

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

* only install TE wheel (exclude flash-attn to rm conflicts)
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

* forgot to change install wheel path
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

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

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

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

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

* review comments and fixes to selective checkpointing
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

---------
Signed-off-by: Charlene Yang <charleney@nvidia.com>
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
Signed-off-by: cyanguwa <cyang.uwa@gmail.com>
Co-authored-by: Charlene Yang <charleney@nvidia.com>
Co-authored-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

79a9fe29

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

31 Oct, 2022 1 commit

Test build as GitHub action (#13) · 415caeb6

Przemyslaw Tredak authored Oct 31, 2022



* Build the wheel as GitHub action
Signed-off-by: Przemek Tredak <ptredak@nvidia.com>

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

415caeb6