Commits · fdb215757cebb7da42aec419ba0636cd14b6c9a8 · OpenDAS / TransformerEngine

10 Jun, 2025 1 commit
- [DCU] avoid rtc trans kernel bug (need fix) · fdb21575
  yuguo authored Jun 10, 2025
  
  fdb21575
17 May, 2025 1 commit
- Changed VERSION to 2.5.0.dev0 · 1d903f5e
  Przemek Tredak authored May 16, 2025
```
Signed-off-by: Przemek Tredak <ptredak@nvidia.com>
```
  1d903f5e
15 May, 2025 1 commit

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

Kirthi Shankar Sivamani authored May 15, 2025



* Cleanup runtime library loading
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

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

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

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

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

* Fix duplicate SO for editable installs
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

* Better comment for build ext
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

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

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

d4f6d929

14 May, 2025 2 commits

Fix JAX build (#1784) · d2973cb8

Kirthi Shankar Sivamani authored May 14, 2025


Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
Co-authored-by: jberchtold-nvidia <158520091+jberchtold-nvidia@users.noreply.github.com>

d2973cb8

Cleanup pytorch extensions (#1781) · cfbbfb89

Kirthi Shankar Sivamani authored May 13, 2025



* rm unused swizzle extensions
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

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

* Consistent namespaces and first refactor
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

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

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

* revert accidental perm change
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

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

cfbbfb89

12 May, 2025 1 commit

Reduce framework extensions' binary size and fix debug builds (#1769) · a94e5dde

Kirthi Shankar Sivamani authored May 12, 2025



* Remove default debug info from distutils
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

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

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

a94e5dde

11 May, 2025 1 commit

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

Kirthi Shankar Sivamani authored May 10, 2025



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

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

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

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

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

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

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

* Move grad outside autocast
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

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

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

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

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



* Change src file name in cmake
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

* move the kernels too
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

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

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

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

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

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

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

51cd4415

28 Apr, 2025 1 commit

Support `nvidia-cu*` wheels for core lib compilation; miscellaneous build improvements (#1717) · 643fb0a0

Kirthi Shankar Sivamani authored Apr 28, 2025



* Add support for nvidia cu* lib wheels
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

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

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

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

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

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

* Specify exact package versions
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

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

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

* Add frameworks and nvidia-libs to setup requirements. Add alternates to version finding
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

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

* Fix jax wheel install in no toolkit env [wip]
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

* Add missing headers via pip
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

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

* Load SOs, revert CMake
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

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

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

* Fix JAX exec without cudatk
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

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

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

643fb0a0

18 Apr, 2025 2 commits

[C][Jax] Move cuda kernels from Jax extensions to core (#1697) · 26db7f34

Kirthi Shankar Sivamani authored Apr 18, 2025



* Move jaxx cuda kernels to core
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

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

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



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

26db7f34

Changed VERSION to 2.4.0.dev0 · 04c730c0
Przemek Tredak authored Apr 18, 2025
```
Signed-off-by: Przemek Tredak <ptredak@nvidia.com>
```
04c730c0

10 Apr, 2025 1 commit
- [DCU] add env vars to suppress build warnings · b2b5b0e0
  wenjh authored Apr 10, 2025
  
  b2b5b0e0
09 Apr, 2025 1 commit
- [DCU] fix · d8992315
  yuguo authored Apr 09, 2025
  
  d8992315
04 Apr, 2025 1 commit

Introduce NVSHMEM based communication API for pytorch (#1430) · afa1f1b0

gdengk authored Apr 03, 2025



* add nvshmem based api support
Signed-off-by: gdeng <gdeng@nvidia.com>

* fix lint and license issue
Signed-off-by: gdeng <gdeng@nvidia.com>

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

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



* remove asset
Signed-off-by: gdeng <gdeng@nvidia.com>

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

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



* fix the lib
Signed-off-by: gdeng <gdeng@nvidia.com>

* address comments
Signed-off-by: gdeng <gdeng@nvidia.com>

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

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



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

afa1f1b0

27 Mar, 2025 1 commit
- [DCU] compile pass · ab122dac
  yuguo authored Mar 27, 2025
  
  ab122dac
20 Mar, 2025 1 commit
- [DCU] Preliminary adaptation · c520cba3
  yuguo authored Mar 20, 2025
  
  c520cba3
18 Mar, 2025 1 commit
- Changed VERSION to 2.3.0.dev0 · eee710a3
  Przemek Tredak authored Mar 18, 2025
```
Signed-off-by: Przemek Tredak <ptredak@nvidia.com>
```
  eee710a3
05 Mar, 2025 1 commit

Fix installation from PyPI wheels after a source install (#1526) · a3e6ed80

Kirthi Shankar Sivamani authored Mar 05, 2025



* Fix wheel install after src install
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

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

* switch order of dirs for finding so
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

* Use existing dir src build
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

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

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

a3e6ed80

15 Feb, 2025 1 commit
- Changed VERSION to 2.2.0.dev0 · b39397c5
  Przemek Tredak authored Feb 14, 2025
```
Signed-off-by: Przemek Tredak <ptredak@nvidia.com>
```
  b39397c5
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
15 Nov, 2024 1 commit
- Changed VERSION to 1.14.0.dev · 89e3292f
  Przemek Tredak authored Nov 15, 2024
```
Signed-off-by: Przemek Tredak <ptredak@nvidia.com>
```
  89e3292f
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
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

* [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>

---------
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>

68adf451

29 Oct, 2024 1 commit

[C/PyTorch] Userbuffers and comm+GEMM overlap algorithms refactored and moved to TE/common (#1067) · 933294dc

Alp Dener authored Oct 29, 2024



* moved userbuffers code to TE/common
Signed-off-by: Alp Dener <adener@nvidia.com>

* moved comm+GEMM overlap code to TE/common
Signed-off-by: Alp Dener <adener@nvidia.com>

* removed PyTorch depdency from comm+GEMM overlap in TE/common
Signed-off-by: Alp Dener <adener@nvidia.com>

* added TE/PyTorch wrappers for refactored comm+GEMM overlap code in TE/common
Signed-off-by: Alp Dener <adener@nvidia.com>

* updated TE/PyTorch Python API to match the refactored comm+GEMM overlap code
Signed-off-by: Alp Dener <adener@nvidia.com>

* updated unit tests to work with refactored comm+GEMM overlap code
Signed-off-by: Alp Dener <adener@nvidia.com>

* added a pylint exception to comm+GEMM overlap test runner
Signed-off-by: Alp Dener <adener@nvidia.com>

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

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



* fixing linting errors
Signed-off-by: Alp Dener <adener@nvidia.com>

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

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



* added documentation for te.initialize_ub
Signed-off-by: Alp Dener <adener@nvidia.com>

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

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



* fixed compile errors when building with NVTE_UB_WITH_MPI=1
Signed-off-by: Alp Dener <adener@nvidia.com>

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

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



* fixed default bootstrap backend
Signed-off-by: Alp Dener <adener@nvidia.com>

* switched default bootstrap backend priority to MPI > Gloo > NCCL
Signed-off-by: Alp Dener <adener@nvidia.com>

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

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



* updated bootstrap backend documentation
Signed-off-by: Alp Dener <adener@nvidia.com>

* close UB bootstrap socket to avoid interfering with CUDA Multicast shareable file handle send/recv
Signed-off-by: Alp Dener <adener@nvidia.com>

* added torch::Tensor wrappers for communication buffer and atomic counters so PyTorch can factor externally allocated memory into its garbage collection threshold
Signed-off-by: Alp Dener <adener@nvidia.com>

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

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



* automated handling of world, local and node ranks/sizes within C++ CommOverlapHelper to simplify Python function signatures
Signed-off-by: Alp Dener <adener@nvidia.com>

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

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



* fixed incorrect read of environment variables
Signed-off-by: Alp Dener <adener@nvidia.com>

* corrected priority for _SOCKET_IFNAME environment variables in UB bootstrapping
Signed-off-by: Alp Dener <adener@nvidia.com>

* moved multicast support check to cuda_runtime.h and replaced cudaDeviceGetProp call with cached sm_count()
Signed-off-by: Alp Dener <adener@nvidia.com>

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

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



* removed commented out old code and replaced external collective function type defines with aliases
Signed-off-by: Alp Dener <adener@nvidia.com>

* compile-time CUDA version guard for CUDA Driver Multicast attribute
Signed-off-by: Alp Dener <adener@nvidia.com>

* added compile-time CUDA version guards to Multicast code in Userbuffers
Signed-off-by: Alp Dener <adener@nvidia.com>

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

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



* condensed UB docs, corrected const violations
Signed-off-by: Alp Dener <adener@nvidia.com>

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

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



* fixed autodoc rst for UB calls, added CUDA version guard on Multicast UB kernels
Signed-off-by: Alp Dener <adener@nvidia.com>

* fixed incorrect UB type reporting for P2P overlaps, comment reformatting
Signed-off-by: Alp Dener <adener@nvidia.com>

* add docstring to tex.ubuf_built_with_mpi()
Signed-off-by: Alp Dener <adener@nvidia.com>

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

933294dc

16 Oct, 2024 1 commit
- Changed VERSION to 1.13.0.dev · 9001081d
  Przemyslaw Tredak authored Oct 16, 2024
```
Signed-off-by: Przemyslaw Tredak <ptredak@nvidia.com>
```
  9001081d
25 Sep, 2024 1 commit

fix NVTE_UB_WITH_MPI read (#1194) · 209b8e5a

Sangkug Lym authored Sep 24, 2024



* fix NVTE_UB_WITH_MPI read
Signed-off-by: Sangkug Lym <slym@nvidia.com>

* Add default value
Signed-off-by: Sangkug Lym <slym@nvidia.com>

---------
Signed-off-by: Sangkug Lym <slym@nvidia.com>
Co-authored-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

209b8e5a

24 Sep, 2024 1 commit

Allow to pass architectures like 90a, without being overriden (#1178) · 99af5c08

Auriane R. authored Sep 24, 2024



* Allow to pass architectures like 90a, without being overriden
Signed-off-by: aurianer <aurianer@cscs.ch>

* Review suggestion from @timmoon10
Signed-off-by: Tim Moon <4406448+timmoon10@users.noreply.github.com>

---------
Signed-off-by: aurianer <aurianer@cscs.ch>
Signed-off-by: Tim Moon <4406448+timmoon10@users.noreply.github.com>
Co-authored-by: Tim Moon <4406448+timmoon10@users.noreply.github.com>

99af5c08

17 Sep, 2024 2 commits

Allow specifying cmake setup directory (#1186) · 28f95bdc

Ryan authored Sep 17, 2024



Allow specifying cmake directory
Signed-off-by: Ryan Li <rynli@amazon.com>
Co-authored-by: Ryan Li <rynli@amazon.com>

28f95bdc

Changed VERSION to 1.12.0.dev · 528d44be
Przemyslaw Tredak authored Sep 17, 2024
```
Signed-off-by: Przemyslaw Tredak <ptredak@nvidia.com>
```
528d44be

03 Sep, 2024 1 commit

Improvements for building wheels (#1148) · 93f00a79

Kirthi Shankar Sivamani authored Sep 03, 2024



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

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

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

* Move package finder to common
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

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

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

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

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

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

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

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

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

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

93f00a79

24 Aug, 2024 1 commit

Let user limit number of architectures, to improve build time (#1126) · 4ec66c77

hXl3s authored Aug 24, 2024



* Limit number of architectures build
Signed-off-by: Lukasz Pierscieniewski <lukaszp@nvidia.com>

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

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



---------
Signed-off-by: Lukasz Pierscieniewski <lukaszp@nvidia.com>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Tim Moon <4406448+timmoon10@users.noreply.github.com>

4ec66c77

19 Aug, 2024 1 commit
- Changed version to 1.11.0.dev0 · 481baecd
  Kirthi Shankar Sivamani authored Aug 19, 2024
```
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
```
  481baecd
16 Aug, 2024 1 commit

[PyTorch] Support dtype casting in fused adam (#977) · 4edcff57

Shijie authored Aug 17, 2024



* support dtype casting fusion in FusedAdam
Signed-off-by: Shijie Wang <jaywan@nvidia.com>

* minor changes
Signed-off-by: Shijie Wang <jaywan@nvidia.com>

* fix lint
Signed-off-by: Shijie Wang <jaywan@nvidia.com>

* changes based on review comments
Signed-off-by: Shijie Wang <jaywan@nvidia.com>

* remove unused code
Signed-off-by: Shijie Wang <jaywan@nvidia.com>

* code refactor
Signed-off-by: Shijie Wang <jaywan@nvidia.com>

* fix typo
Signed-off-by: Shijie Wang <jaywan@nvidia.com>

* refactor
Signed-off-by: Shijie Wang <jaywan@nvidia.com>

* remove unused code
Signed-off-by: Shijie Wang <jaywan@nvidia.com>

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

* Copy CUDA headers for framework sdists
Signed-off-by: Tim Moon <tmoon@nvidia.com>

---------
Signed-off-by: Shijie Wang <jaywan@nvidia.com>
Signed-off-by: Tim Moon <tmoon@nvidia.com>
Co-authored-by: Tim Moon <tmoon@nvidia.com>

4edcff57

14 Aug, 2024 3 commits

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

* Debug CMake build
Signed-off-by: Tim Moon <tmoon@nvidia.com>

* 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

[TE/JAX] Add default include path for XLA FFI (#1104) · 8ef3308a

Phuong Nguyen authored Aug 14, 2024



* add default path for ffi include

* add an option to get XLA_HOME from env

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

8ef3308a

[TE/JAX] Prototype for New XLA Custom Calls with FFI (#946) · 4b2b39b4

Phuong Nguyen authored Aug 13, 2024



* implemented custom call with ffi in csrc

* moved headers of misc to misc.h, add ffi.h

* ActLu and DActLu lowering with ffi_lowering

* CastTranspose with ffi_lowering

* enabled cudaGraph

* added 4d input test case to TestActivationLu

* added operand_output_aliases for CastTranspose

* added env var NVTE_JAX_WITH_FFI, default value = 1

* replace casting ActivationEnum by taking its value

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

4b2b39b4

13 Aug, 2024 1 commit

Timing for build (#1048) · 516dacc2

Phuong Nguyen authored Aug 13, 2024



* add timing for build

* using perf_counter

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

516dacc2

12 Aug, 2024 1 commit

TE with threading build (#1092) · ed3fb6b2

Phuong Nguyen authored Aug 12, 2024



* added threading build back

* integrating threading for pytorch and paddle extensions

* added messages

---------
Signed-off-by: Phuong Nguyen <phuonguyen@nvidia.com>
Co-authored-by: Tim Moon <4406448+timmoon10@users.noreply.github.com>

ed3fb6b2

25 Jul, 2024 2 commits

Fixes for pip wheels (#1042) · 1aaf1cc8

Kirthi Shankar Sivamani authored Jul 25, 2024



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

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

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

1aaf1cc8

Build scripts for pip wheels (#1036) · 09813578

Kirthi Shankar Sivamani authored Jul 24, 2024



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

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

* Add utils to build wheels
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

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

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

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

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

* PaddlePaddle only builds for x86
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

* Add optional fwk deps
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

* Python3.8; catch install error
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

* [wip] cudnn9 compile with paddle support
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

* [wip] dont link cudnn
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

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

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

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

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

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

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

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

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



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

* remove residual packages; exclude stub from nvrtc .so search
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

* Exclude builtins from nvrtc .so search
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

* properly include files for sdist
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

* paddle wheel tie to python version
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

* Fix paddle build from src [wip]
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

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

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

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



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

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

* fix lint from pr986
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

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

* Add sanity wheel test
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

* Add sanity import to wheel test
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

* remove upper limit on paddlepaddle version
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

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

* Remove pybind11 dependency
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

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

* Search .sos in cuda home
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>

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

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



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

* CLeanup, remove residual code
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.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>

09813578

23 Jul, 2024 1 commit

[PyTorch] Fixing hang in `initialize_ub()` for multi-node runs after PR901... · 5ee98175

Alp Dener authored Jul 23, 2024


[PyTorch] Fixing hang in `initialize_ub()` for multi-node runs after PR901 removal of MPI-dependence (#986)

* Re-implementing PR901 (removing MPI-dependence in Userbuffers) with multi-node fixes

* passing data-parallel rank/size info from torch.distributed to userbuffers
Signed-off-by: Alp Dener <adener@nvidia.com>

* multi-node example working with UB_SKIPMC=1 but not with multicast
Signed-off-by: Alp Dener <adener@nvidia.com>

* fixed multi-node hang in initialize_ub(), updated comm+GEMM overlap example to support multi-node mixed tensor/data parallelism, added README
Signed-off-by: Alp Dener <adener@nvidia.com>

* fixed use case when Userbuffers is asked to allocate the TP overlap buffer with UB_SKIPMC=1
Signed-off-by: Alp Dener <adener@nvidia.com>

* corrected example problem to set device by local ordinal instead of global process rank
Signed-off-by: Alp Dener <adener@nvidia.com>

* double-free fix in userbuffers destructor
Signed-off-by: Alp Dener <adener@nvidia.com>

* removed unnecessary and incorrect torch.cuda.set_device(...)
Signed-off-by: Alp Dener <adener@nvidia.com>

* corrected inter-node ranks logic
Signed-off-by: Alp Dener <adener@nvidia.com>

* generalized node ID logic in initialize_ub to handle arbitrary world rank layouts within node
Signed-off-by: Alp Dener <adener@nvidia.com>

* added single-node comm+GEMM overlap unit tests
Signed-off-by: Alp Dener <adener@nvidia.com>

* LayerNormMLP example confirmed working with 2 nodes on Eos
Signed-off-by: Alp Dener <adener@nvidia.com>

* unit test cleanup
Signed-off-by: Alp Dener <adener@nvidia.com>

* corrected DP group ranks logic in LNMLP comm+GEMM overlap example
Signed-off-by: Alp Dener <adener@nvidia.com>

* corrected enums in unit test
Signed-off-by: Alp Dener <adener@nvidia.com>

* fixed incorrect Ubuf object init signature
Signed-off-by: Alp Dener <adener@nvidia.com>

* switched default backend for Userbuffer bootstrapping to Gloo with MPI and NCCL fallbacks, and initialize_ub option to manually select backend
Signed-off-by: Alp Dener <adener@nvidia.com>

* fixed all comm+GEMM overlap unit tests
Signed-off-by: Alp Dener <adener@nvidia.com>

* corrected all_gather use for Gloo backend
Signed-off-by: Alp Dener <adener@nvidia.com>

* changed userbuffers allgather callback to always use all_gather() instead of all_gather_into_tensor()
Signed-off-by: Alp Dener <adener@nvidia.com>

* restored and verified old MPI-based bootstrapping via NVTE_UB_WITH_MPI=1 option at compile time
Signed-off-by: Alp Dener <adener@nvidia.com>

* disabled scoped GIL release for comm+GEMM overlap algorithms
Signed-off-by: Alp Dener <adener@nvidia.com>

* avoid dist.init_device_mesh in comm+GEMM overlap example to support older PyTorch versions
Signed-off-by: Alp Dener <adener@nvidia.com>

* applied RS overlap FP8 fix from PR1004
Signed-off-by: Alp Dener <adener@nvidia.com>

* fixed segfault in Userbuffers destructor
Signed-off-by: Alp Dener <adener@nvidia.com>

* corrected comm+GEMM overlap unit test arguments
Signed-off-by: Alp Dener <adener@nvidia.com>

* fixed unit test run command for when Userbuffers is compiled with MPI
Signed-off-by: Alp Dener <adener@nvidia.com>

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

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



* Refactored torch.distributed collectives into pure C++ callbacks
Signed-off-by: Alp Dener <adener@nvidia.com>

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

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



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

5ee98175