Commits · 9df0c4a347a14ce4d028a16684697a0b38d11a8f · OpenDAS / TransformerEngine

02 Feb, 2026 1 commit

More detailed documentation for recipes (#2343) · 3ceb248e

Paweł Gadziński authored Feb 02, 2026



* Code drop: Update recipes documentation and remove custom recipes from low precision training
Signed-off-by: Pawel Gadzinski <pgadzinski@nvidia.com>

* Fix SVG css import path for diagrams
Signed-off-by: Pawel Gadzinski <pgadzinski@nvidia.com>

* Refactor low_precision_training docs: remove optimizers, fix imports, add GPU checks

Changes:
- Remove optimizer code from all recipe examples (keep only forward/backward)
- Fix Format imports (use Format.E4M3 instead of string 'E4M3')
- Fix params_dtype for PyTorch examples (add params_dtype=torch.bfloat16)
- Add GPU capability assertions before START blocks for blockwise/mxfp8/nvfp4
- Fix JAX imports (Float8CurrentScaling from common.recipe, NVFP4BlockScaling)
- Add global_shard_guard for TransformerLayer examples in JAX
- Fix fused_layers_jax.py return tuple unpacking
- Update memory_usage JAX examples with dynamic GPU measurement
- Remove memory_usage_3_jax (JAX doesn't support FP8 weight storage)
- Update performance_considerations.rst for JAX differences
- Delete unused .out files and fp8_autocast_jax.py
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 JAX memory usage .out files with correct output
Signed-off-by: Pawel Gadzinski <pgadzinski@nvidia.com>

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

* applied suggestions form greptile
Signed-off-by: Pawel Gadzinski <pgadzinski@nvidia.com>

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

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

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

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

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

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

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

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

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

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

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

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

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

3ceb248e

06 Jan, 2026 1 commit

[docs] Getting started refactor (#2534) · a9767407

Paweł Gadziński authored Jan 06, 2026



* docs: Add comprehensive Getting Started guide with benchmarks

- Add new Getting Started documentation with PyTorch and JAX tutorials
- Include benchmark scripts demonstrating TE performance benefits
- Add CSS styling for code output and tabs
- Replace old quickstart notebooks with improved documentation
- Add transformer layer diagram (SVG)
- Update docs configuration and workflow
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
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
Signed-off-by: Pawel Gadzinski <pgadzinski@nvidia.com>

* 2026 in copyright
Signed-off-by: Pawel Gadzinski <pgadzinski@nvidia.com>

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

a9767407

02 Jan, 2026 1 commit
- Update copyright to include year 2026 (#2553) · 830ef60f
  Kirthi Shankar Sivamani authored Jan 02, 2026
```
Update copyright to include 2026
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
```
  830ef60f
26 Nov, 2025 1 commit

Docs fix (#2301) · df39a7c2

Paweł Gadziński authored Nov 26, 2025



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

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

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

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

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

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

* cross entropy _input -> input rename
Signed-off-by: Pawel Gadzinski <pgadzinski@nvidia.com>

* cross entropy _input -> input rename
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
Signed-off-by: Pawel Gadzinski <pgadzinski@nvidia.com>

* a lot of small fixes
Signed-off-by: Pawel Gadzinski <pgadzinski@nvidia.com>

* torch_version() change
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



* add missing module and fix warnings
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
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
Signed-off-by: Pawel Gadzinski <pgadzinski@nvidia.com>

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

* removed training whitespace:
Signed-off-by: Pawel Gadzinski <pgadzinski@nvidia.com>

* Update docs/api/pytorch.rst
Co-authored-by: greptile-apps[bot] <165735046+greptile-apps[bot]@users.noreply.github.com>
Signed-off-by: Paweł Gadziński <62263673+pggPL@users.noreply.github.com>

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

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

* Fix NumPy docstring parameter spacing and indentation

- Standardize parameter documentation to use 'param : type' format (space before and after colon) per NumPy style guide
- Fix inconsistent indentation in cpu_offload.py docstring
- Modified 51 Python files across transformer_engine/pytorch
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
Signed-off-by: Pawel Gadzinski <pgadzinski@nvidia.com>

---------
Signed-off-by: Pawel Gadzinski <pgadzinski@nvidia.com>
Signed-off-by: Paweł Gadziński <62263673+pggPL@users.noreply.github.com>
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: greptile-apps[bot] <165735046+greptile-apps[bot]@users.noreply.github.com>
Co-authored-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

df39a7c2

19 Nov, 2025 1 commit

Avoid autogenerating docs for Python files with leading underscore (#2397) · 49f7c1db

Tim Moon authored Nov 19, 2025



* Avoid autogenerating docs for Python files with leading underscore
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



* Do not exclude __init__.py files from doc generation
Signed-off-by: Tim Moon <tmoon@nvidia.com>

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

49f7c1db

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 Oct, 2024 1 commit

Support building documentation in Python 3.12 (#1274) · 8e4ee125

Tim Moon authored Oct 25, 2024



* Update dependencies for building documentation
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



* Patch RTD theme 3.0.0 to include version selector in sidebar
Signed-off-by: Tim Moon <tmoon@nvidia.com>

* Debug printing version in sidebar
Signed-off-by: Tim Moon <tmoon@nvidia.com>

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

8e4ee125

19 Aug, 2024 1 commit
- Remove the commit hash from the release documentation (#1118) · 350a4ff1
  Przemyslaw Tredak authored Aug 19, 2024
```
Signed-off-by: Przemek Tredak <ptredak@nvidia.com>
```
  350a4ff1
02 Aug, 2024 1 commit

Link attention docs to the main docs and fix errors reported by Sphinx (#1062) · 098e3006

Przemyslaw Tredak authored Aug 01, 2024



* Link attention docs to the main docs and fix errors reported by Sphinx
Signed-off-by: Przemek Tredak <ptredak@nvidia.com>

* Lower the version of nbsphinx
Signed-off-by: Przemek Tredak <ptredak@nvidia.com>

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

* Change the URL of example_attention.py to GitHub
Signed-off-by: Przemek Tredak <ptredak@nvidia.com>

* More fixes in the attention tutorial
Signed-off-by: Przemek Tredak <ptredak@nvidia.com>

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

098e3006

14 Jun, 2024 1 commit

Apply formatting (#929) · 9416519d

Kirthi Shankar Sivamani authored Jun 13, 2024



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

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

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

9416519d

06 Jun, 2024 1 commit
- Build system refactor for wheels (#877) · c1b915ae
  Kirthi Shankar Sivamani authored Jun 06, 2024
```
Cleanup
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
```
  c1b915ae
29 May, 2024 1 commit

New NVIDIA footer in documentation (#876) · 4e30bc4b

Przemyslaw Tredak authored May 29, 2024



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

* Update docs toolchain versions
Signed-off-by: Przemek Tredak <ptredak@nvidia.com>

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

4e30bc4b

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
03 May, 2023 1 commit

Use NVIDIA Sans font in Transformer Engine documentation (#179) · a2c9c635

Przemyslaw Tredak authored May 03, 2023



* Use NVIDIA Sans font in Transformer Engine documentation
Signed-off-by: Przemek Tredak <ptredak@nvidia.com>

* Use NV font for the names in the API
Signed-off-by: Przemek Tredak <ptredak@nvidia.com>

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

a2c9c635

17 Mar, 2023 1 commit
- Publish nightly version of the documentation · 277b0be2
  Przemek Tredak authored Mar 17, 2023
```
Signed-off-by: Przemek Tredak <ptredak@nvidia.com>
```
  277b0be2
11 Mar, 2023 2 commits

Move from Sphinx Autodoc to sphinx-autoapi (#92) · c9245c02

Przemyslaw Tredak authored Mar 11, 2023



* Change from AutoDoc to AutoAPI
Signed-off-by: Przemek Tredak <ptredak@nvidia.com>

* Fixes
Signed-off-by: Przemyslaw Tredak <ptredak@nvidia.com>

* WAR for the wrong autosummary generation
Signed-off-by: Przemyslaw Tredak <ptredak@nvidia.com>

* Change common to be in line with pytorch API docs
Signed-off-by: Przemek Tredak <ptredak@nvidia.com>

* Add GitHub Action to build docs
Signed-off-by: Przemek Tredak <ptredak@nvidia.com>

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

* Trying to fix the versions
Signed-off-by: Przemek Tredak <ptredak@nvidia.com>

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

c9245c02

Fix the link to the documentation archives (#91) · 39631f76
Przemyslaw Tredak authored Mar 10, 2023
```
Signed-off-by: Przemek Tredak <ptredak@nvidia.com>
```
39631f76

04 Jan, 2023 1 commit

Docs: remove build warnings and add FP8 caching note (#44) · d6ff6f4d

Kirthi Shankar Sivamani authored Jan 04, 2023



* docs: remove build warnings and add FP8 caching note
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

* add comment about amax history
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

d6ff6f4d

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

20 Oct, 2022 1 commit
- Add link to the documentation archives in the docs (#14) · 98cb5ac7
  Przemyslaw Tredak authored Oct 20, 2022
```
Signed-off-by: Przemek Tredak <ptredak@nvidia.com>
```
  98cb5ac7
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