Commits · c14171167120f5d823525d860f681bacdcc4f304 · OpenDAS / TransformerEngine

02 Jun, 2025 2 commits

Minor improvements to runtime error checks during library loading (#1837) · c1417116
Kirthi Shankar Sivamani authored Jun 02, 2025
```
minor build improvements
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
```
c1417116

[JAX] Use 1x quantization + jax transpose for performance for tensor-scaling (#1830) · 62f5c9ee

jberchtold-nvidia authored Jun 02, 2025



* Use 1x quantization + jax transpose on BW for performance
Signed-off-by: Jeremy Berchtold <jberchtold@nvidia.com>

* Use 1x quantization on Hopper as well as it is also faster
Signed-off-by: Jeremy Berchtold <jberchtold@nvidia.com>

* Undo architecture check helper function
Signed-off-by: Jeremy Berchtold <jberchtold@nvidia.com>

* Lint
Signed-off-by: Jeremy Berchtold <jberchtold@nvidia.com>

---------
Signed-off-by: Jeremy Berchtold <jberchtold@nvidia.com>

62f5c9ee

31 May, 2025 1 commit

[PyTorch][Jax] Add warning for missing SOs if both frameworks are installed (#1834) · c6a9e261

Kirthi Shankar Sivamani authored May 30, 2025



* Add warning for multi framework case
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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* fix
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---------
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c6a9e261

30 May, 2025 2 commits

Quantizer update when recipe was changed (#1814) · d5d78333

Evgeny Tsykunov authored May 30, 2025



* Quantizer update
Signed-off-by: Evgeny Tsykunov <etsykunov@etsykunov-mlt.client.nvidia.com>

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

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* Introduce _update_weight_quantizers and _get_weight_tensors/_get_weight_quantizers
Signed-off-by: Evgeny <etsykunov@nvidia.com>

* Add test
Signed-off-by: Evgeny <etsykunov@nvidia.com>

* Move _quantizer to the QuantizedTensorBase
Signed-off-by: Evgeny <etsykunov@nvidia.com>

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* Fix import
Signed-off-by: Evgeny Tsykunov <etsykunov@etsykunov-mlt.client.nvidia.com>

---------
Signed-off-by: Evgeny Tsykunov <etsykunov@etsykunov-mlt.client.nvidia.com>
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d5d78333

Avoid searching unnecessary dirs for shared libs (#1801) · 204add8f

Tim Moon authored May 30, 2025


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

204add8f

29 May, 2025 4 commits

[JAX] Support SWA in CP Ring Attn THD striped sharding (#1810) · 855fa653

Hua Huang authored May 29, 2025



* Support SWA in CP Ring Attn THD striped sharding
Signed-off-by: Hua Huang <huah@nvidia.com>

* Add some comments; move check to _FusedAttnCPWithP2PHelper.check_supported()
Signed-off-by: Hua Huang <huah@nvidia.com>

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

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Remove unused check
Signed-off-by: Hua Huang <huah@nvidia.com>

---------
Signed-off-by: Hua Huang <huah@nvidia.com>

855fa653

Avoid memory allocations and deallocations when creating NVTETensor (#1813) · 4292653c

Przemyslaw Tredak authored May 29, 2025



* Changed the Tensor allocation strategy
Signed-off-by: Przemek Tredak <ptredak@nvidia.com>

* Fixes
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* Disable debug flag
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* Fix the double free error
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* Fix
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* Fixed pyTorch recipe extension
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* Fix
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* Fix
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* Hide TensorAllocator and fix the usage in LayerNorm
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* Cleaning
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* Fix
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* Fix permutation
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4292653c

[PyTorch] Linear op avoids saving input tensor if weight grad is not needed (#1817) · 41909dc8

Tim Moon authored May 28, 2025



* Linear op avoids saving input tensor if weight grad is not needed
Signed-off-by: Tim Moon <tmoon@nvidia.com>

* Linear op forward avoids producing quantized tensors with unnecessary usages
Signed-off-by: Tim Moon <tmoon@nvidia.com>

* Fix linter warnings
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* Avoid unnecessary usages in fused linear ops
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---------
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41909dc8

[JAX] Removes unneccessary reshapes for FP8 GEMM (#1820) · c9e8e305

Phuong Nguyen authored May 28, 2025



* removes unnecessary reshapes for FP8 GEMM

* use nn.jax.scaled_matmul
Signed-off-by: Phuong Nguyen <phuonguyen@nvidia.com>

---------
Signed-off-by: Phuong Nguyen <phuonguyen@nvidia.com>

c9e8e305

28 May, 2025 3 commits

[JAX] FP8 GEMM via dot_general + direct quant (#1819) · 355c4e42

Phuong Nguyen authored May 28, 2025



* fp8 gemm with direct quant
Signed-off-by: Phuong Nguyen <phuonguyen@nvidia.com>

---------
Signed-off-by: Phuong Nguyen <phuonguyen@nvidia.com>

355c4e42

[JAX] Update jax_scaled_masked_softmax to match TE kernel implementation (#1822) · 4732ed76
jberchtold-nvidia authored May 28, 2025
```
Update jax_scaled_masked_softmax to match TE kernel implementation
Signed-off-by: Jeremy Berchtold <jberchtold@nvidia.com>
```
4732ed76

Fix multi-framework runtime lib loading (#1825) · 30e30811

Kirthi Shankar Sivamani authored May 27, 2025



* Fix single FW build with multi FW available
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

* Some fixes
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* Fixes
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---------
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30e30811

23 May, 2025 1 commit

Fix the failing test cases in the CI (#1806) · cd37379d

Przemyslaw Tredak authored May 23, 2025



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

* Make the tests reproducible on different machines
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* Fixed the cache of the gamma_in_weight_dtype setting
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* Reinstate the tests
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* More verbose code and comments
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Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>

cd37379d

22 May, 2025 5 commits

[PyTorch] Activation ops support fusing backward pass with quantize (#1804) · e4c051f1
Tim Moon authored May 22, 2025
```
Activation ops support fusing backward pass with quantize
Signed-off-by: Tim Moon <tmoon@nvidia.com>
```
e4c051f1
Add docs for missing FP8 recipes. (#1816) · 1669b3f4
Kirthi Shankar Sivamani authored May 22, 2025
```
Document all recipes
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
```
1669b3f4
[JAX] Make primitive names more granular for better disabling granularity (#1811) · b17f3f4e
jberchtold-nvidia authored May 22, 2025
```
Make primitive names more granular for better disabling granularity
Signed-off-by: Jeremy Berchtold <jberchtold@nvidia.com>
```
b17f3f4e

Build support for cuda 13 (#1809) · 00328ac7

Kirthi Shankar Sivamani authored May 22, 2025



* Build support for cuda 13
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* Fix build for cudnn 8.9*; cuda 12.1
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* readd include
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---------
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

00328ac7

[PyTorch] Fix saved_tensors access in Ops Fuser (#1807) · 9c436d53
Paweł Gadziński authored May 22, 2025
```
fix saved_tensors
Signed-off-by: Pawel Gadzinski <pgadzinski@nvidia.com>
```
9c436d53

21 May, 2025 1 commit

Add missing docs for C API (#1803) · cd11e00d

Kirthi Shankar Sivamani authored May 20, 2025



* Add missing docs for C API
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* Grammar, typos, copy-paste errors
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* remove contiguous word
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* Better wording
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---------
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

cd11e00d

20 May, 2025 4 commits

[PyTorch] Add docstring for CP load balancing (#1802) · d35afe12
Charlene Yang authored May 21, 2025
```
add docstring for CP
Signed-off-by: Charlene Yang <charleney@nvidia.com>
```
d35afe12

[Pytorch] NVIDIA-DL-Framework-Inspect support – part 4 – documentation (#1611) · 3e50d531

Paweł Gadziński authored May 20, 2025



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3e50d531

Use an empty torch tensor to indicate no fp8 information in extra_state (#1799) · 201de5f7

Peter St. John authored May 20, 2025



* Use an empty torch tensor to indicate no fp8 information in extra_state
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* Add huggingface from_pretrained / save_pretrained tests

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objects can be saved and loaded using the from_pretrained and
save_pretrained methods.
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---------
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201de5f7

Fix split_overlap_ag `aggregate=True` chunk offset calculation (#1768) · 3baaf3ff

guyueh1 authored May 19, 2025



* Fix split_overlap_rs aggregate=True chunk offset calculation
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3baaf3ff

19 May, 2025 2 commits

Enhance recipe compatibility (#1724) · 730fd115

Evgeny Tsykunov authored May 19, 2025



* Check tensor-recipe compatibility
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* Tensor class in recipe, checking for *Base
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* Extend recipe __repr__ with recipe_type
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* Warn about recipe change
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* TE 1.x checkpoint compatibility
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* Disable warning for recipe wrappers
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* Test recipe change
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* Use QuantizedTensorBase
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* Fix circular import
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* Revert previous circular import fix
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* Fix pytorch imports in common
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730fd115

[Pytorch] NVIDIA-DL-Framework-Inspect support – part 3 – tests (#1612) · 2645eaec

Paweł Gadziński authored May 19, 2025



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2645eaec

16 May, 2025 2 commits

Added token ignoring for CE loss (#1789) · 42b51c40

Selvaraj Anandaraj authored May 17, 2025



* Added token ignoring for CE loss
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* Added tests
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42b51c40

[JAX] Support logical partitioning axes in TE Flax modules (#1772) · 27612051

jberchtold-nvidia authored May 16, 2025



* [JAX] Update flax module param initialization to support logical partitioning axes
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* Fix ffn1 intermediate result being replicated
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* Lint
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* Add documentation and assert when logical_axes=None
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* Fix bias in LayerNormMLP flax module
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* Fix layer tests to not use nn_partitioning and instead use nn.with_logical_axes
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---------
Signed-off-by: Jeremy Berchtold <jberchtold@nvidia.com>

27612051

15 May, 2025 1 commit

Fix miscellaneous bugs during library loading (#1788) · d4f6d929

Kirthi Shankar Sivamani authored May 15, 2025



* Cleanup runtime library loading
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* Better comments and logic
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* Fix catching stray builds
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* Fix missing fw case
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* minor grammar
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* Fix duplicate SO for editable installs
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* Better comment for build ext
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* Improve error msg
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---------
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d4f6d929

14 May, 2025 2 commits

Expose interleaved parameter for rotary position embeddings (#1783) · 1bd45b97

Peter St. John authored May 14, 2025


Signed-off-by: Peter St. John <pstjohn@nvidia.com>
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1bd45b97

Cleanup pytorch extensions (#1781) · cfbbfb89

Kirthi Shankar Sivamani authored May 13, 2025



* rm unused swizzle extensions
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* Fix swizzle
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* Consistent namespaces and first refactor
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* format and lint
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* transformer_engine
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* revert accidental perm change
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cfbbfb89

13 May, 2025 3 commits

Set sequence_parallel before super().__init__() in norm modules (#1771) · 8061412b

Evgeny Tsykunov authored May 13, 2025



* Set sequence_parallel before super().__init__() in norm modules
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* getattr(self, sequence_parallel, None) -> self.sequence_parallel
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8061412b

[PyTorch] Disable KV cache for sm89 and cuDNN < 9.11 (#1776) · c203f527

Charlene Yang authored May 14, 2025



* disable sm89 and cuDNN < 9.11 for KV caching
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* disable some numerics tests
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c203f527

Release GIL for PyTorch extensions (#1767) · 7e43feae

Kirthi Shankar Sivamani authored May 13, 2025



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7e43feae

12 May, 2025 1 commit
- Revert "[JAX] Removes unneccessary reshapes for FP8 GEMM (#1740)" (#1774) · 0e45e138
  jberchtold-nvidia authored May 12, 2025
```
This reverts commit 5bee81e2

.
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```
  0e45e138
11 May, 2025 1 commit

[C][PyTorch]Make pytorch extensions pure cpp (#1754) · 51cd4415

Kirthi Shankar Sivamani authored May 10, 2025



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51cd4415

09 May, 2025 1 commit

[PyTorch] Avoid spurious warning with non-FP8 GroupedLinear (#1758) · dfe1a65a

Tim Moon authored May 09, 2025



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dfe1a65a

08 May, 2025 3 commits

[Pytorch] NVIDIA-DL-Framework-Inspect support – part 2 – features (#1613) · b33dd083

Paweł Gadziński authored May 09, 2025



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b33dd083

Cache torch.Tensor() to reduce CPU overhead (#1759) · b9e7b0b8

Li Tao authored May 08, 2025



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b9e7b0b8

cache sequence chunk ids for reordering (#1751) · 421084cf

Xiaowei Ren authored May 07, 2025


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421084cf

07 May, 2025 1 commit

MXFP8 support in Userbuffers (#1711) · ce0b46c4

Tim Moon authored May 07, 2025



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ce0b46c4