Commits · 7fb22c375804f77f4f95df3eab606c7bd3e80aed · OpenDAS / TransformerEngine

25 Oct, 2024 1 commit

[C/PyTorch] Add max_t support for THD (#1244) · 7fb22c37

Charlene Yang authored Oct 25, 2024



* WIP: add max_t support for THD
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* WIP: save tensors for debug and point to new FE
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* fix stats in bwd
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* fix stats in fwd
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* add docstring for DPA
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* add docstring
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* WIP: first try on adding max_b and max_t
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* Revert "[pre-commit.ci] auto fixes from pre-commit.com hooks"

This reverts commit c3d522e9f5aef3c8ddfec5bf6ff24c3db97bb059.
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* Revert "WIP: first try on adding max_b and max_t"

This reverts commit 3bc01ebaf2aa846fd16634e2d33b0d0f5803a076.
Signed-off-by: Charlene Yang <8636796+cyanguwa@users.noreply.github.com>

* update docstring and fix max_seqlen logic for thd
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* revert two lines of change in docstring
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* WIP: add get_max_b/t
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* fix max_seqlen code and docstring
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* sucess: add max_b/max_t
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* remove debug code
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* change max_b/max_t buckets
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* fix b vs orig_b
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* fix b vs orig_b with 0 fill
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* update FE for T3HD/TH3D
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* add max_b to conversion kernels
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* fix lint
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* fix changes after last merge
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* add Jax support for max_t
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* update FE to 1.8.0-rc
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* update FE to 1.8.0
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* fix Stats shape for <9.6
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* return nullptr for offset_stats when cudnn < 9.6
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* add more version control
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7fb22c37

17 Oct, 2024 3 commits

Fix seq_dim in CP implementation (#1264) · a488b8b1
Xiaowei Ren authored Oct 17, 2024
```
fix seq_dim in CP implementation
Signed-off-by: Xiaowei Ren <xren@nvidia.com>
```
a488b8b1

[Bugfix] Fix bias for 0-dim tensors in gemm (#1246) · 8e97c8da

Xin Yao authored Oct 17, 2024



* fix bias for 0-dim tensor
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* add check
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* use numel() instead of nullptr
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8e97c8da

[PyTorch] Fix wgrads for GroupedLinear when weights don't require grad (#1258) · 2d7020e2

Xin Yao authored Oct 17, 2024



Fix wgrad for GroupedLinear when weights doesn't require grad
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2d7020e2

16 Oct, 2024 4 commits

[PyTorch] Fix FP8 activation recompute (#1254) · a5181512
Kirthi Shankar Sivamani authored Oct 16, 2024
```
Fix FP8 activation recompute
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
```
a5181512

Upgrade pylint to 3.3.1 (#1257) · 6e90fcb7

Kirthi Shankar Sivamani authored Oct 16, 2024



* Upgrade pylint and first round formatting
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6e90fcb7

[PyTorch] Drop FA as an installation requirement (#1226) · 161b1d98

Charlene Yang authored Oct 15, 2024



* WIP: make FA2 optional
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* WIP: fix logic
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* fix lint
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* minor fixes
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* minor tweak
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* add L1 test to test all supported FA versions
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* update onnxruntime version
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161b1d98

[PyTorch] Build custom ORT ops before running ONNX export tests (#1252) · f6b766bd

Tim Moon authored Oct 15, 2024



* Build custom ORT ops before running ONNX tests
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* Remove ONNX from context parallelism tests
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* Add build script for custom ORT ops
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---------
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f6b766bd

12 Oct, 2024 1 commit

[PyTorch] Let Fused RoPE support CP with THD format (#1238) · 55dcbb4b

Xin Yao authored Oct 12, 2024



* Let Fused RoPE support THD with CP
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55dcbb4b

11 Oct, 2024 2 commits

Add FlashAttention3 to CP implementations (#1232) · b36bd0a4

Xiaowei Ren authored Oct 11, 2024



* fa2 function import renaming
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* hack lse correction for packed lse format
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* make CP thd out correction work with packed lse
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* fix for packed softmax_lse
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b36bd0a4

Fix bug in torch compile and seqdim is integer (#1217) · 9ee2dbdd

李金梁 authored Oct 12, 2024



* Fix bug in torch compile and seqdim is integer
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* Update attention.py

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9ee2dbdd

10 Oct, 2024 1 commit

Small fixes to Float8Tensor (#1225) · 3b89c36f

Przemyslaw Tredak authored Oct 10, 2024



* Fixes to Float8Tensor
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3b89c36f

09 Oct, 2024 3 commits

[PyTorch] Improve `get_qkv_layout` (#1214) · 5b6546c8

Charlene Yang authored Oct 09, 2024



* improve get_attention_backend logic
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5b6546c8

[PyTorch] Add documentation for FP8 attention checkpointing (#1223) · 2d875521

Charlene Yang authored Oct 09, 2024



* add extra_state change description for different TE versions
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2d875521

[PyTorch] Debug dtype casting in operation-based API (#1202) · 5b89f1ad

Tim Moon authored Oct 08, 2024



* Handle Float8Tensor when casting module dtype

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5b89f1ad

08 Oct, 2024 1 commit

[PyTorch] Miscellaneous fixes for FA3 attention (#1174) · e762592e

Charlene Yang authored Oct 08, 2024



* add qkv descales to FA3
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e762592e

07 Oct, 2024 1 commit

Hierarchical CP implementation (Ulysses + Ring) (#1209) · c24a4c41

Xiaowei Ren authored Oct 07, 2024



* change API for hierarchical CP
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* bug fix
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c24a4c41

04 Oct, 2024 1 commit

[PyTorch] Minor optimizations to reduce CPU overheads in modules (#1191) · 9d976bcd

Tim Moon authored Oct 03, 2024



* CPU perf optimization in linear autograd function

Avoid enable_grad context when possible in cast function. Cache distributed group properties.
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[PyTorch] Move `block_table` argument to FA varlen function (#1222) · 10cceae9

Charlene Yang authored Oct 03, 2024



move block_table arg to varlen_func section
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10cceae9

01 Oct, 2024 2 commits

Removed the unused options from GroupedLinear docs and fixed the bug with offsets (#1220) · fb749619

Przemyslaw Tredak authored Sep 30, 2024



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fb749619

[PyTorch] Add pool argument to make_graphed_callable (#1218) · 728c558b
Kirthi Shankar Sivamani authored Sep 30, 2024
```
Add pool argument to make_graphed_callable
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```
728c558b

27 Sep, 2024 2 commits

[PyTorch] Fix detection of 3 in 3hd/h3d layouts (#1187) · 8a1b7ee2

Charlene Yang authored Sep 27, 2024



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[PyTorch] Add GroupedLinear to the docs and fix typos (#1206) · c4a5cb85

Paweł Gadziński authored Sep 27, 2024



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20 Sep, 2024 1 commit

Restore compatibility with Python 3.8 (#1189) · 0c74535e

Przemyslaw Tredak authored Sep 20, 2024



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19 Sep, 2024 1 commit

[PyTorch] Relax the contiguous check for flash attention (#1176) · 0ee5ccda

Xin Yao authored Sep 19, 2024



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18 Sep, 2024 2 commits

Expose `rotary_base` as an arg instead of hardcoding (#944) · c0caadbe

Sudhakar Singh authored Sep 18, 2024



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[PyTorch] Check network interface name when initializing Userbuffers (#1175) · 841634ca

Alp Dener authored Sep 18, 2024



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16 Sep, 2024 1 commit

Add dtensor support for TE optimizers (#1171) · af5daa09

Jason Wang authored Sep 16, 2024



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11 Sep, 2024 1 commit

[PyTorch] Proxy class for low-precision tensor (#1127) · 2d57db8b

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09 Sep, 2024 2 commits

Add a context parallelism implementation with QKVO all-to-all (#1160) · 40dda924

Xiaowei Ren authored Sep 09, 2024



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[PyTorch] Propagate fp8 scale-inverse modification to `GroupedLinear` (#1128) · 047a5072

Xin Yao authored Sep 09, 2024



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047a5072

05 Sep, 2024 3 commits

[PyTorch] Implement Fp8 padding and unpadding module (#1129) · 215db88d

Ruibin Cheung authored Sep 06, 2024



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Added offloading support FP8 attention (#1131) · 454e3895

Selvaraj Anandaraj authored Sep 05, 2024



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454e3895

[PyTorch] FP8 MHA with RoPE and Miscellaneous Improvements (#1100) · 5fafeb0e

Xin Yao authored Sep 05, 2024



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03 Sep, 2024 2 commits

[PyTorch] Add contiguous check for `te_grouped_gemm` (#1146) · ddc5774d

Ruibin Cheung authored Sep 04, 2024



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Improvements for building wheels (#1148) · 93f00a79

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30 Aug, 2024 2 commits

Fix QKV dtype in the bwd of FP8+CP (#1134) · 9437ceb2

Xiaowei Ren authored Aug 29, 2024



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[PyTorch] Fix FP8 logic related to FA2/FA3 (#1141) · aecd5a8f

Charlene Yang authored Aug 29, 2024



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29 Aug, 2024 1 commit

[PyTorch] Remove `dtype` from args of permutation (#1145) · 8ddac3df

Xin Yao authored Aug 30, 2024



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8ddac3df

23 Aug, 2024 1 commit

Add support for flash-attn 3 (#1019) · 901e5d2b

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

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

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* fix FA3 FP8 logic and add tests
Signed-off-by: Charlene Yang <8636796+cyanguwa@users.noreply.github.com>

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

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* update FA2 to <=2.6.3
Signed-off-by: Charlene Yang <8636796+cyanguwa@users.noreply.github.com>

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

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

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

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

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

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

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

* revert debug changes in benchmark script
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---------
Signed-off-by: Charlene Yang <8636796+cyanguwa@users.noreply.github.com>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>

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