- 30 May, 2025 1 commit
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Evgeny Tsykunov authored
* Quantizer update Signed-off-by:
Evgeny Tsykunov <etsykunov@etsykunov-mlt.client.nvidia.com> * Update import Signed-off-by:
Evgeny <etsykunov@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 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> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix import Signed-off-by:
Evgeny Tsykunov <etsykunov@etsykunov-mlt.client.nvidia.com> --------- Signed-off-by:
Evgeny Tsykunov <etsykunov@etsykunov-mlt.client.nvidia.com> Signed-off-by:
Evgeny <etsykunov@nvidia.com> Co-authored-by:
Evgeny Tsykunov <etsykunov@etsykunov-mlt.client.nvidia.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by:
Przemyslaw Tredak <ptredak@nvidia.com>
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- 29 May, 2025 2 commits
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Przemyslaw Tredak authored
* Changed the Tensor allocation strategy Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * Fixes Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * Disable debug flag Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix the double free error Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * Fixed pyTorch recipe extension Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * Fix Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * Hide TensorAllocator and fix the usage in LayerNorm Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Cleaning Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * Fix permutation Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> --------- Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
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Tim Moon authored
* 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 Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Avoid unnecessary usages in fused linear ops Signed-off-by:
Tim Moon <tmoon@nvidia.com> --------- Signed-off-by:
Tim Moon <tmoon@nvidia.com>
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- 22 May, 2025 3 commits
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Tim Moon authored
Activation ops support fusing backward pass with quantize Signed-off-by:Tim Moon <tmoon@nvidia.com>
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Kirthi Shankar Sivamani authored
* Build support for cuda 13 Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Fix build for cudnn 8.9*; cuda 12.1 Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * readd include Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> --------- Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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Paweł Gadziński authored
fix saved_tensors Signed-off-by:Pawel Gadzinski <pgadzinski@nvidia.com>
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- 20 May, 2025 2 commits
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Charlene Yang authored
add docstring for CP Signed-off-by:Charlene Yang <charleney@nvidia.com>
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Peter St. John authored
* Use an empty torch tensor to indicate no fp8 information in extra_state Signed-off-by:
Peter St. John <pstjohn@nvidia.com> * Add huggingface from_pretrained / save_pretrained tests Adds integration tests to ensure models containing TransformerLayer objects can be saved and loaded using the from_pretrained and save_pretrained methods. Signed-off-by:
Peter St. John <pstjohn@nvidia.com> --------- Signed-off-by:
Peter St. John <pstjohn@nvidia.com> Co-authored-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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- 19 May, 2025 2 commits
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Evgeny Tsykunov authored
* Check tensor-recipe compatibility Signed-off-by:
Evgeny Tsykunov <etsykunov@nvidia.com> * Tensor class in recipe, checking for *Base Signed-off-by:
Evgeny Tsykunov <etsykunov@nvidia.com> * Extend recipe __repr__ with recipe_type Signed-off-by:
Evgeny Tsykunov <etsykunov@nvidia.com> * Warn about recipe change Signed-off-by:
Evgeny Tsykunov <etsykunov@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Enable dynamic recipe change: clear fp8 workspace Signed-off-by:
Evgeny Tsykunov <etsykunov@nvidia.com> * TE 1.x checkpoint compatibility Signed-off-by:
Evgeny Tsykunov <etsykunov@nvidia.com> * Disable warning for recipe wrappers Signed-off-by:
Evgeny Tsykunov <etsykunov@nvidia.com> * Test recipe change Signed-off-by:
Evgeny Tsykunov <etsykunov@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Use QuantizedTensorBase Signed-off-by:
Evgeny Tsykunov <etsykunov@nvidia.com> * Fix circular import Signed-off-by:
Evgeny Tsykunov <etsykunov@nvidia.com> * Revert previous circular import fix Signed-off-by:
Evgeny Tsykunov <etsykunov@nvidia.com> * Fix pytorch imports in common Signed-off-by:
Evgeny Tsykunov <etsykunov@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Let quantizer know about the recipe Signed-off-by:
Evgeny Tsykunov <etsykunov@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix imports Signed-off-by:
Evgeny Tsykunov <etsykunov@nvidia.com> --------- Signed-off-by:
Evgeny Tsykunov <etsykunov@nvidia.com> Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> Co-authored-by:
Przemyslaw Tredak <ptredak@nvidia.com> Co-authored-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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Paweł Gadziński authored
* tests drop 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 * move dir Signed-off-by:
Pawel Gadzinski <pgadzinski@nvidia.com> * tests fox 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> * [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 --------- Signed-off-by:
Pawel Gadzinski <pgadzinski@nvidia.com> Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by:
Przemek Tredak <ptredak@nvidia.com> Co-authored-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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- 16 May, 2025 1 commit
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Selvaraj Anandaraj authored
* Added token ignoring for CE loss Signed-off-by:
Selvaraj Anandaraj <selvaraja@cw-dfw-cs-001-login-01.cm.cluster> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Added tests Signed-off-by:
root <root@cw-dfw-h100-004-210-013.cm.cluster> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by:
Selvaraj Anandaraj <selvaraja@cw-dfw-cs-001-login-01.cm.cluster> Co-authored-by:
Selvaraj Anandaraj <selvaraja@cw-dfw-cs-001-login-01.cm.cluster> Co-authored-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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- 15 May, 2025 1 commit
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Kirthi Shankar Sivamani authored
* 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>
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- 14 May, 2025 2 commits
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Peter St. John authored
Signed-off-by:
Peter St. John <pstjohn@nvidia.com> Co-authored-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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Kirthi Shankar Sivamani authored
* 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>
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- 13 May, 2025 3 commits
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Evgeny Tsykunov authored
* Set sequence_parallel before super().__init__() in norm modules Signed-off-by:
Evgeny Tsykunov <etsykunov@etsykunov-mlt.client.nvidia.com> * getattr(self, sequence_parallel, None) -> self.sequence_parallel Signed-off-by:
Evgeny Tsykunov <etsykunov@etsykunov-mlt.client.nvidia.com> --------- Signed-off-by:
Evgeny Tsykunov <etsykunov@etsykunov-mlt.client.nvidia.com> Co-authored-by:
Evgeny Tsykunov <etsykunov@etsykunov-mlt.client.nvidia.com>
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Charlene Yang authored
* disable sm89 and cuDNN < 9.11 for KV caching Signed-off-by:
Charlene Yang <charleney@nvidia.com> * disable some numerics tests Signed-off-by:
Charlene Yang <charleney@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by:
Charlene Yang <charleney@nvidia.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
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Kirthi Shankar Sivamani authored
* Disallow kwargs for pybind extensions and release GIL if possible Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Wrap nvte_* calls Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> --------- Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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- 11 May, 2025 1 commit
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Kirthi Shankar Sivamani authored
* 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:
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Kirthi Shankar Sivamani <ksivamani@nvidia.com> --------- Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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- 09 May, 2025 1 commit
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Tim Moon authored
* Avoid spurious warning with non-FP8 GroupedLinear Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Use `QuantizedTensorBase` Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> 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:
Tim Moon <tmoon@nvidia.com> Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> Co-authored-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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- 08 May, 2025 2 commits
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Li Tao authored
* use lru to cache torch.Tensor() Signed-off-by:
lit <lit@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * remove duplicated definition Signed-off-by:
lit <lit@nvidia.com> * Update transformer_engine/pytorch/tensor/utils.py 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> --------- Signed-off-by:
lit <lit@nvidia.com> Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> Co-authored-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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Xiaowei Ren authored
Signed-off-by:
Xiaowei Ren <xren@nvidia.com> Co-authored-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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- 07 May, 2025 2 commits
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Tim Moon authored
* Initial work toward restoring UB support in te.Sequential Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Forward UB linear runs, but has numerical error Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Debug UB forward tests Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Minor tweaks Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Remove Python checks for MXFP8 UB linear forward Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Add dim check for MXFP8 full tiles Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Move QuantizedTensor logic out of UB comm and into Python helper function Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Support MXFP8 AGs Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Coalesce NCCL all-gathers for MXFP8 all-gather Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Initial impl of backward UB linear in te.Sequential Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Debug UB linear backward with no quantization dgrad GEMM + dx RS is still broken. Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Fix chunk dims for dgrad GEMM + dx RS Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Debugging MXFP8 UB cases Still failing with dy AG + wgrad GEMM Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Use NCCL to overlap dy AG with dgrad GEMM Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Debug UB GEMM tests Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Initial refactoring of linear module forward Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Refactor linear module backward Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Debug linear module UB tests Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Tweak test tensor dims Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Do not store autograd context within wgrad GEMM closure Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Fix linter warnings 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 * Update LayerNormLinear Signed-off-by:
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Tim Moon <tmoon@nvidia.com> * Debug UB tests Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Fix linter warnings 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 * Debug test failures Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Minor style tweaks 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 * Fix incorrect usage for GEMM input with block-scaled FP8 Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Fix RS out dims Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Disable dgrad GEMM + UB AG + NCCL AG overlapping 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 * Disable dgrad GEMM + UB AG + NCCL AG overlap in te.Sequential 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 * Restore support for internal quantized tensors Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Add tests for MXFP8 GEMM with UB 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 * Fix linter warnings Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Debug test failures Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Debug test failures 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>
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Peter St. John authored
Signed-off-by:
Peter St. John <pstjohn@nvidia.com> Co-authored-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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- 06 May, 2025 1 commit
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Przemyslaw Tredak authored
* Changes to Linear Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * Fix Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * Removing unnecessary check Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * Relax the absolute tolerance in FP32 distributed test Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Add QuantizedTensorBase class Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * Change the blockwise tensor. Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * A little cleaning Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fixes Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> --------- Signed-off-by:
Przemek Tredak <ptredak@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>
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- 05 May, 2025 1 commit
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Kirthi Shankar Sivamani authored
* Move multi tensors kernels from PyTorch extensions to core Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Add int16 type to core (for storing fp32 param remainders) Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Fix core build Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * same fix to scale Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Fix perf, memory, vars Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Re-add device guard for multi-device Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Fix junk output dtype for non-per tensor Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Fixes for test and upgrade mcore version Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Fix core tests Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> --------- Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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- 03 May, 2025 1 commit
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Xin Yao authored
* Fix autocast deprecation warnings Signed-off-by:
Xin Yao <xiny@nvidia.com> * merge main Signed-off-by:
Xin Yao <xiny@nvidia.com> * update Signed-off-by:
Xin Yao <xiny@nvidia.com> * resolve comments Signed-off-by:
Xin Yao <xiny@nvidia.com> --------- Signed-off-by:
Xin Yao <xiny@nvidia.com> Co-authored-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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- 01 May, 2025 1 commit
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Tim Moon authored
Fix bug when reshaping norm output from LayerNormLinear Signed-off-by:
Tim Moon <tmoon@nvidia.com> Co-authored-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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- 30 Apr, 2025 2 commits
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Paweł Gadziński authored
* 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 * fixes Signed-off-by:
Pawel Gadzinski <pgadzinski@nvidia.com> * clear() 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 * lint fix Signed-off-by:
Pawel Gadzinski <pgadzinski@nvidia.com> * revert adding cpu offload tests for mxfp8 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 * 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> * 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> * forgot to uncomment assert Signed-off-by:
Pawel Gadzinski <pgadzinski@nvidia.com> --------- Signed-off-by:
Pawel Gadzinski <pgadzinski@nvidia.com> Co-authored-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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Kirthi Shankar Sivamani authored
* Move FP8 block scaling kernels to core Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * fix symbol error Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * fix Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Fix arg 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>
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- 29 Apr, 2025 4 commits
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kwyss-nvidia authored
* Reapply "Allow NVTEShape to own data." (#1703) This reverts commit 91405eb4 . Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Update code so that data is replaced by an array. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Specify unambiguous Tensor constructor in tests. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Fix assumption in test of 2D shape. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Remove row and col Signed-off-by:
Keith Wyss <kwyss@nvidia.com> --------- Signed-off-by:
Keith Wyss <kwyss@nvidia.com>
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Xiaowei Ren authored
* fix recompilation of out and lse correction in p2p+bshd/sbhd Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * fix recompilation of get_seq_chunk_ids_for_reordering Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix recomplilation of reorder_seq_chunks_for_a2a Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * recover a change Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * typo fix Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * minor change to softmax_lse correction Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * cache cu_seqlens for BSHD/SBHD format Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * do not need to allocate out buffer for BSHD/SBHD Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * code refactoring Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * minor fix Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * refactor init out correction Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * fix a docstring Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * typo fix Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * code refactoring Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * fix init out correct dtype Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * add pad_between_seqs to DPA API Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * add pad_between_seqs to the API of MHA and transformer layer Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * add pad_between_seqs to the API of MHA and transformer layer Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * do not cast partial lse to FP64 for correction Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * do lse correction in FP32 with THD format Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * use log1pf and expf Signed-off-by:
Xiaowei Ren <xren@nvidia.com> --------- Signed-off-by:
Xiaowei Ren <xren@nvidia.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
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Xiaowei Ren authored
* build pybind of sm_arch in TE-Pytorch Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * check sm_arch for batch_p2p_comm in CP+P2P Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix device compute capability of pytorch tests Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * bug fix Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Revert "fix device compute capability of pytorch tests" This reverts commit 85886eb35dcf57a37ddc98a13d283f7a6d8f8e32. * revert changes and resolve conflict Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * Revert "bug fix" This reverts commit dd75c64c62e882ee5e3b54591b86f89c349ad3b0. * manually revert changes Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * cache torch.cuda.get_device_properties Signed-off-by:
Xiaowei Ren <xren@nvidia.com> --------- Signed-off-by:
Xiaowei Ren <xren@nvidia.com> Co-authored-by:
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HuangHuang authored
Prevent precision issues by making get_old_fp8_meta_tensors_for_recompute() return copies of amaxes/scales rather than references to originals. Signed-off-by:
HuangHuang <huang.huang@mthreads.com> Co-authored-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com>
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- 28 Apr, 2025 4 commits
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Kirthi Shankar Sivamani authored
* 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>
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Kunlun Li authored
* Prevent using fp8 weights + non-fp8 computation Signed-off-by:
kunlunl <kunlunl@nvidia.com> * Using warnings instead of raising an error Signed-off-by:
kunlunl <kunlunl@nvidia.com> * Add dequantization back Signed-off-by:
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kunlunl <kunlunl@nvidia.com> Co-authored-by:
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Alp Dener authored
[PyTorch] Fix cuBLAS workspace leak in applications that initialize+destroy Userbuffers more than once (#1715) safeguarded cuBLAS workspace expansion in initialize_ub() to avoid exponential growth across repeat initializations Signed-off-by:
Alp Dener <adener@nvidia.com> Co-authored-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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Kshitij Lakhani authored
* Move MultiHeadAttention into its own file. Modify tests and files in t_e/pytorch to import from the new MHA module Signed-off-by:
Kshitij Janardan Lakhani <klakhani@nvidia.com> * Resolving lost MHA changes from PR 1614 as a result of rebase Signed-off-by:
Kshitij Janardan Lakhani <klakhani@nvidia.com> * Move context parallelism code into it's own file. Modify test and local imports of cp code accordingly Signed-off-by:
Kshitij Janardan Lakhani <klakhani@nvidia.com> * Move softmax.py frm pytorch/ to pytorch/d_p_a Signed-off-by:
Kshitij Janardan Lakhani <klakhani@nvidia.com> * Move Unfused and Fused attention to backends.py and some utils functions to pytorch/utils.py Signed-off-by:
Kshitij Janardan Lakhani <klakhani@nvidia.com> * Resolving lost mark_activation_offload changes from PR 1678 as a result of rebase Signed-off-by:
Kshitij Janardan Lakhani <klakhani@nvidia.com> * Code clean up Signed-off-by:
Kshitij Janardan Lakhani <klakhani@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Refactor attention dir Signed-off-by:
Kshitij Janardan Lakhani <klakhani@nvidia.com> * Refactor dir structure. Make relevant symbols public in __init__ for attention and d_p_a dirs Move FA package imports to backends.py Code cleanup Signed-off-by:
Kshitij Janardan Lakhani <klakhani@nvidia.com> * Modify tests to import attention modules correctly Signed-off-by:
Kshitij Janardan Lakhani <klakhani@nvidia.com> * Lint fixes Signed-off-by:
Kshitij Janardan Lakhani <klakhani@nvidia.com> * Code clean up and fix typo Signed-off-by:
Kshitij Janardan Lakhani <klakhani@nvidia.com> * Allowing InferenceParams and RoPE imports from attention module and pytorch module Signed-off-by:
Kshitij Janardan Lakhani <klakhani@nvidia.com> * Allow InferenceParams and RoPE imports via transformer_engine.pytorch and transformer_engine.pytorch.attention modules Remove unnecessary checks for check_set_window_size in MHA and TL Reorder backends such that smaller classes at the start and larger ones at the end Code clean up Signed-off-by:
Kshitij Janardan Lakhani <klakhani@nvidia.com> * Reinstating changes from PR 1478 for rope.py lost during rebase conflict resolution Signed-off-by:
Kshitij Janardan Lakhani <klakhani@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix lint issues Signed-off-by:
Kshitij Janardan Lakhani <klakhani@nvidia.com> * nit: Code clean up Signed-off-by:
Kshitij Janardan Lakhani <klakhani@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Make imports leaner Signed-off-by:
Kshitij Janardan Lakhani <klakhani@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by:
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- 22 Apr, 2025 2 commits
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Kirthi Shankar Sivamani authored
* Move radix sort to core Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Fix; change fused_attn to include C header Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Review comments Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Fix args Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> --------- Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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Sudhakar Singh authored
* add support for `sb1d` freqs tensor in Fused RoPE Signed-off-by:
Sudhakar Singh <sudhakars@nvidia.com> * add `start_positions` variable to `apply_rotary_pos_emb` function to make staggered rope application faster Signed-off-by:
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Sudhakar Singh <sudhakars@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add tests for start_positions with thd Signed-off-by:
Sudhakar Singh <sudhakars@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixes from feedback Signed-off-by:
Sudhakar Singh <sudhakars@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * remove start_positions from backward pass Signed-off-by:
Sudhakar Singh <sudhakars@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * from feedback Signed-off-by:
Sudhakar Singh <sudhakars@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * make notes shorter Signed-off-by:
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- 21 Apr, 2025 1 commit
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Sudhakar Singh authored
* rtx5090 arch fix support Signed-off-by:
Sudhakar Singh <sudhakars@nvidia.com> * apprend `nvte` to the function name so that its visible in framework specific dirs Signed-off-by:
Sudhakar Singh <sudhakars@nvidia.com> * fix typo Signed-off-by:
Sudhakar Singh <sudhakars@nvidia.com> * add filter for nvte_is_supported_nontn_fp8_gemm Signed-off-by:
Sudhakar Singh <sudhakars@nvidia.com> * properly expose the api Signed-off-by:
Sudhakar Singh <sudhakars@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * feedback from PR Signed-off-by:
Sudhakar Singh <sudhakars@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * move the function to apt header/c files Signed-off-by:
Sudhakar Singh <sudhakars@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add more info Signed-off-by:
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