- 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:
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>
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- 07 May, 2025 1 commit
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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:
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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:
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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:
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Tim Moon <tmoon@nvidia.com> * Fix linter warnings Signed-off-by:
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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:
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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:
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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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- 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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- 30 Apr, 2025 1 commit
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Paweł Gadziński authored
* init Signed-off-by:
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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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- 29 Apr, 2025 1 commit
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Tim Moon authored
* Check if FP8 block scaling is supported in tests Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Update tests/pytorch/distributed/test_cast_master_weights_to_fp8.py Signed-off-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com> --------- Signed-off-by:
Tim Moon <tmoon@nvidia.com> Signed-off-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com>
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- 28 Apr, 2025 1 commit
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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:
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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:
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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:
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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:
Kshitij Janardan Lakhani <klakhani@nvidia.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
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- 22 Apr, 2025 1 commit
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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:
Sudhakar Singh <sudhakars@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add pytorch path for `start_positions` and corresponding tests 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 * 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:
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Sudhakar Singh <sudhakars@nvidia.com> --------- Signed-off-by:
Sudhakar Singh <sudhakars@nvidia.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
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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:
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Sudhakar Singh <sudhakars@nvidia.com> --------- Signed-off-by:
Sudhakar Singh <sudhakars@nvidia.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
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- 18 Apr, 2025 2 commits
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Kunlun Li authored
* Add fp8_primary_weights support for blockwise scaling Signed-off-by:
kunlunl <kunlunl@nvidia.com> custom fsdp Signed-off-by:
kunlunl <kunlunl@nvidia.com> [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Add view to blockwise fp8 tensor Signed-off-by:
kunlunl <kunlunl@nvidia.com> * Fix columnwise_shape in backward of view() Signed-off-by:
kunlunl <kunlunl@nvidia.com> * Add comments to the unit of start_offset Signed-off-by:
kunlunl <kunlunl@nvidia.com> * Add test for view and reshape for blockwise fp8 tensor Signed-off-by:
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kunlunl <kunlunl@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Track down checks for _columnwise_data is None and adding checks for _columnwise_invalid Signed-off-by:
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Hongbin Liu authored
* split wgrad for GroupedLinear Signed-off-by:
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- 15 Apr, 2025 3 commits
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Li Tao authored
* support adam bf16 state Signed-off-by:
XiaobingSuper <xiaobingzhangupc@gmail.com> * use fp32 kernel but keep bf16 optimizer states to save memory 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 --------- Signed-off-by:
XiaobingSuper <xiaobingzhangupc@gmail.com> Signed-off-by:
lit <lit@nvidia.com> Co-authored-by:
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Paweł Gadziński authored
* test change Signed-off-by:
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Pawel Gadzinski <pgadzinski@nvidia.com> * fix Signed-off-by:
Pawel Gadzinski <pgadzinski@nvidia.com> * fix Signed-off-by:
Pawel Gadzinski <pgadzinski@nvidia.com> * fix Signed-off-by:
Pawel Gadzinski <pgadzinski@nvidia.com> * 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> * fix Signed-off-by:
Pawel Gadzinski <pgadzinski@nvidia.com> --------- Signed-off-by:
Pawel Gadzinski <pgadzinski@nvidia.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
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Paweł Gadziński authored
* fix Signed-off-by:
Pawel Gadzinski <pgadzinski@nvidia.com> * added test 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 * test change Signed-off-by:
Pawel Gadzinski <pgadzinski@nvidia.com> * changed the test 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> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
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- 14 Apr, 2025 3 commits
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Jianbin Chang authored
* Add fp8 weight transpose cache check in backward, and regenerated it if it does not exist Signed-off-by:
jianbinc <shjwudp@gmail.com> * Properly handle fsdp shard model weight input. Signed-off-by:
jianbinc <shjwudp@gmail.com> * move Float8Tensor to QuantizedTensor in cast_master_weights_to_fp8 UT Signed-off-by:
jianbinc <shjwudp@gmail.com> * handle Float8TensorBase issue Signed-off-by:
jianbinc <shjwudp@gmail.com> * fix bug in activation recompute Signed-off-by:
jianbinc <shjwudp@gmail.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by:
jianbinc <shjwudp@gmail.com> Co-authored-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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Xin Yao authored
* Enable MXFP8 and Per-Tensor Current Scaling for Grouped Linear Signed-off-by:
Xin Yao <xiny@nvidia.com> * enable float8blockwise Signed-off-by:
Xin Yao <xiny@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * update Signed-off-by:
Xin Yao <xiny@nvidia.com> * remove grouped linear parallel mode test Signed-off-by:
Xin Yao <xiny@nvidia.com> * update test Signed-off-by:
Xin Yao <xiny@nvidia.com> * resolve comments Signed-off-by:
Xin Yao <xiny@nvidia.com> * internal=False for now Signed-off-by:
Xin Yao <xiny@nvidia.com> * remove unused import Signed-off-by:
Xin Yao <xiny@nvidia.com> --------- Signed-off-by:
Xin Yao <xiny@nvidia.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
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Autumn1998 authored
* add support for new recipe on permute_fusion, rm fp unpermute Signed-off-by:
tongliu <tongliu@nvidia.com> * fix lint Signed-off-by:
Xin Yao <xiny@nvidia.com> * remove fp8 from index map Signed-off-by:
Xin Yao <xiny@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * skip unsupported tests Signed-off-by:
Xin Yao <xiny@nvidia.com> --------- Signed-off-by:
tongliu <tongliu@nvidia.com> Signed-off-by:
Xin Yao <xiny@nvidia.com> Co-authored-by:
tongliu <tongliu@nvidia.com> Co-authored-by:
Xin Yao <xiny@nvidia.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
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- 11 Apr, 2025 1 commit
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Tim Moon authored
* Add option to cache activation input in FP8 Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Avoid casting to FP8 transpose Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Skip input caching if device is not supported Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Add documentation that FP8 input caching is experimental Signed-off-by:
Tim Moon <tmoon@nvidia.com> --------- Signed-off-by:
Tim Moon <tmoon@nvidia.com>
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- 10 Apr, 2025 1 commit
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kwyss-nvidia authored
* Add GEMM logic for blockwise quantized tensors. GEMM test cases included in pytorch integration. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Update NVTE_BLOCK_SCALING for GEMM. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Gate feature on CUDA 12.9 Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Gemm typo. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Remove unecessary type converter change. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Reflect epilogue availability and test supported epilogues. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * GEMM simplifications from recipe branch. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Format py code. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Update GEMM DGelu tests to match support depending on output dtype. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Force pow2Scales in GEMM Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Add GEMM test to pytorch test suite. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Add copyright to GEMM test. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Update import for GEMM test. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Add license. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Update test gemm supported predicate. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Use sgemm like interfaces and naming. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Rewrite GEMM comment. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * MR Feedback. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Recipe setup for Linear modules. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Use 12.9 feature test. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Run against tensor dumps from internal library. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Update FIXME to TODO with linked issue. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Update full recompute feature to save recipe. The recompute context uses the same recipe and fp8 settings as the original fwd pass. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * MR Feedback. Avoid reusing quantizer objects. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Update logic in module. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Format py. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Update for PP bug. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Update test numerics. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Update force_power_of_2 scales in the recipe. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Update usage method to satisfy upstream changes. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * fix subchannel recipe in distributed test with bf16 gather Signed-off-by:
zhongboz <zhongboz@nvidia.com> * Edit and cleanup BF16 gather code. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Update test import. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * support columnwise only mode to 1D quantize kernel Signed-off-by:
zhongboz <zhongboz@nvidia.com> * Format and move enum Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Skip alloc. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * try async bf16 gather Signed-off-by:
zhongboz <zhongboz@nvidia.com> * Format python code. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Document and type code. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Update pytorch lint errors. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Dont set high precision dtype. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Add test for sanity and CG; fix CG for sequential? Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Keep make_quantizers API stable Update num_quantizers instead to pass cuda_graph tests. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Fix import name. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Rename recipe method. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Skip grouped linear sanity test. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Set usage before BF16 gather. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * refactor for nvte_quantize_v2 Signed-off-by:
zhongboz <zhongboz@nvidia.com> * Format code. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Cleanup nvte_quantize_v2 Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Test fp32 scales. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Disable CUDA graph. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Simplify layernorm linear Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Cleanup layernorm linear. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * LayerNorm linear bwd gather logic. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Communication updates. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Update transformer_engine/pytorch/ops/op.py Apply MR comment change. Co-authored-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com> Signed-off-by:
kwyss-nvidia <kwyss@nvidia.com> * Lint fix. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * MR feedback. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Enable cuda graph tests. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Reduce chance of spurious failure and reword. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Review suggestions from @timmoon10 Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Update CPP tests. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Update common.h Signed-off-by:
Xin Yao <yaox12@outlook.com> * Update test_float8blockwisetensor.py Signed-off-by:
Xin Yao <yaox12@outlook.com> --------- Signed-off-by:
Keith Wyss <kwyss@nvidia.com> Signed-off-by:
zhongboz <zhongboz@nvidia.com> Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> Signed-off-by:
kwyss-nvidia <kwyss@nvidia.com> Signed-off-by:
Tim Moon <tmoon@nvidia.com> Signed-off-by:
Xin Yao <yaox12@outlook.com> Co-authored-by:
zhongboz <zhongboz@nvidia.com> Co-authored-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> Co-authored-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by:
Tim Moon <tmoon@nvidia.com> Co-authored-by:
Xin Yao <yaox12@outlook.com>
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- 09 Apr, 2025 2 commits
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Tim Moon authored
* Debug checkpointing with 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 --------- 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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Tim Moon authored
Explicitly specify quantized tensor usages needed for linear op backward Signed-off-by:Tim Moon <tmoon@nvidia.com>
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- 07 Apr, 2025 3 commits
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kwyss-nvidia authored
* Add GEMM logic for blockwise quantized tensors. GEMM test cases included in pytorch integration. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Update NVTE_BLOCK_SCALING for GEMM. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Gate feature on CUDA 12.9 Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Gemm typo. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Remove unecessary type converter change. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Reflect epilogue availability and test supported epilogues. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * GEMM simplifications from recipe branch. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Format py code. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Update GEMM DGelu tests to match support depending on output dtype. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Force pow2Scales in GEMM Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Add GEMM test to pytorch test suite. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Add copyright to GEMM test. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Update import for GEMM test. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Add license. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Update test gemm supported predicate. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Use sgemm like interfaces and naming. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Rewrite GEMM comment. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * MR Feedback. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Refactor GEMM param canonicalization Configure A and B matrices separately. Have separate code path for each scaling mode. 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 * Prune number of tests. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> --------- Signed-off-by:
Keith Wyss <kwyss@nvidia.com> Signed-off-by:
Tim Moon <tmoon@nvidia.com> Co-authored-by:
Tim Moon <tmoon@nvidia.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com>
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Jianbin Chang authored
Support fp8 primary weight in fsdp training Signed-off-by:
jianbinc <shjwudp@gmail.com> Co-authored-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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Xin Yao authored
* refactor to add cp support for sbhd/bshd Signed-off-by:
Xin Yao <xiny@nvidia.com> * support interleaved Signed-off-by:
Xin Yao <xiny@nvidia.com> * format Signed-off-by:
Xin Yao <xiny@nvidia.com> * add interleaved to RotaryPositionEmbedding in test Signed-off-by:
Xin Yao <xiny@nvidia.com> * update Signed-off-by:
Xin Yao <xiny@nvidia.com> * merge sbhd/bshd and thd functions Signed-off-by:
Xin Yao <xiny@nvidia.com> --------- Signed-off-by:
Xin Yao <xiny@nvidia.com>
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- 04 Apr, 2025 1 commit
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kwyss-nvidia authored
* Blockwise float8 quantizer and quantized tensor class. The classes are configurable for 128x128 blocksize and 1x128 blocksize via setting block_scaling_dim == 2,1 respectively. Scale tensors are stored in a format emenable for matrix multiplication, however the integration of matmul is deferred as a separate story. Fusions of quantization and DBIAS or activation functions are not yet implemented, and the dequantization is currently implemented in torch. Tests for quantization are included in C++ and pytorch layers, with exact comparison to reference quantizer behavior as well as an attempt to hit interesting branches through the API such as tensor creation in pytorch and CPP and dequantization of row and columnwise usage. Two CUDA kernels for quantization are included, and are direct ports of equivalents in the kitchen repository, where a subchannel recipe has been used for end to end training. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Apply linting changes. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Alignment for 1D scaling for GEMM edge case. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * MR feedback. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Change API name. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Fix merge conflict with name change. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Use common tensor map API. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Change API to use two scaling mode enums. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Fix typo. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Update some call sites. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Tests for torch tensor API surface. Since the quantized tensor is a tensor subclass, these tests exercise torch hooks. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Reuse scale calculation between quantizer refs. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Save memory by dropping reference to saved tensors. Issues previously observed are solved. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Remove constexpr parameters from kernel. Code size is reduced with fewer constexpr params. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Merge conflict from rebase. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Add shape implementations for block scaling. nvte_shape was added upstream. Logic added for block scaled fp8. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Move benchmark to te_playground Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Remove amax_epsilon and pow_2_scales from tensor. Hardcodes the default values. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Lint changes. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Fixup MR changes that broke. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Safer ifdef in kernel. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Documentation prose. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Reuse compute_scale function from Current Scaling. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Bugfix on inf_value scale refactor. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Remove qopt calls from test. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Update pytest list. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Add copyright to reference scale calc. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Use ptx.cuh functions instead of cde. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Update shape logic with allocation and reuse shape. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Usage defaults MR feedback. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Copyright and header guard. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Updating torch dispatch code. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Fix exception type. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Use TypeInfo Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * MR feedback. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Update CS scale update test to use updated ref impl Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Update JAX scaling mode enum Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Skip tests on Lovelace Signed-off-by:
Tim Moon <tmoon@nvidia.com> --------- Signed-off-by:
Keith Wyss <kwyss@nvidia.com> Signed-off-by:
Tim Moon <tmoon@nvidia.com> Co-authored-by:
Tim Moon <tmoon@nvidia.com> Co-authored-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com>
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- 31 Mar, 2025 1 commit
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Tim Moon authored
* Handle case where FP8 current scaling quantizer gets default process group 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 warning Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Avoid canonicalizing TP group since it may not be initialized 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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- 27 Mar, 2025 1 commit
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Kirthi Shankar Sivamani authored
* Cleanup sanity tests and add CS recipe tests Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Fix sanity test Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Fix CG capture with CS recipe Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Fix ops for CG Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> --------- Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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- 25 Mar, 2025 3 commits
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Charlene Yang authored
* skip cuDNN 9.8 for KV caching Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * revert from max_seqlen_kv to max_sequence_length for InferenceParams Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * rename test_paged_attn to test_kv_cache Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * remove redundant None returns in bwd Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * add debug flags when no backend is found Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * skip kv_cache_accuracy tests for cuDNN 9.8 Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * truncate length of cu_seqlens for consistency with q/k/v shape Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * add back padding_brcm for fused attn tests Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * re-enable kv_cache_accuracy test for 9.8 Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix cuDNN search dir Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fixes based on review Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * remove extra empty line Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> --------- 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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Peter St. John authored
* Defer torch compilation steps until first function call Signed-off-by:
Peter St. John <pstjohn@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix function call in smoke test Signed-off-by:
Peter St. John <pstjohn@nvidia.com> --------- Signed-off-by:
Peter St. John <pstjohn@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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Kirthi Shankar Sivamani authored
Signed-off-by:Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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- 24 Mar, 2025 1 commit
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Xiaowei Ren authored
* fix dtypes of fused_attn_bwd in CP+A2A Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * fix dtypes of fused_attn_bwd 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 amax_per_step Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * clone scaling factors of fwd quantizers Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * fix fwd quantizers of CP+P2P Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * minor change Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * dequantize fp8 out in CP unit test Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * delete redundant None in FusedAttnFunc bwd 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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- 22 Mar, 2025 1 commit
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Kunlun Li authored
* Enable fp8_primary_weights for current scaling Signed-off-by:
kunlunl <kunlunl@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Use different cast_master_weights_to_fp8 functions depending on the type of quantizer Signed-off-by:
kunlunl <kunlunl@nvidia.com> * All amaxes of model_weights should participate in reduce-max Signed-off-by:
kunlunl <kunlunl@nvidia.com> * Clear _high_precision_init_val automatically in cast_master_weights_to_fp8 function Signed-off-by:
kunlunl <kunlunl@nvidia.com> * Merge all all-reduce on amaxes into one NCCL kernel Signed-off-by:
kunlunl <kunlunl@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Add unit tests for multi_tensor_compute_scale_and_scale_inv and preserve_high_precision_init_val Signed-off-by:
kunlunl <kunlunl@nvidia.com> * Fix conflicts Signed-off-by:
kunlunl <kunlunl@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Add unit test for cast_master_weights_to_fp8 Signed-off-by:
kunlunl <kunlunl@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * use mock group to initialize fp8_autocast to avoid reduction of amax_history by fp8_autocast_exit Signed-off-by:
kunlunl <kunlunl@nvidia.com> * Remove with_computing_amax and with_computing_scale Signed-off-by:
kunlunl <kunlunl@nvidia.com> * Move replace_raw_data from QuantizedTensor to utils.py Signed-off-by:
kunlunl <kunlunl@nvidia.com> * Remove allow_empty_output argument from nvte_compute_amax and set it always be true Signed-off-by:
kunlunl <kunlunl@nvidia.com> * Rename import guard of recipe_common.cuh to be align with other import guards Signed-off-by:
kunlunl <kunlunl@nvidia.com> * Add unit test for replace_raw_data Signed-off-by:
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kunlunl <kunlunl@nvidia.com> * Minor changes in comments Signed-off-by:
kunlunl <kunlunl@nvidia.com> * Add randomness to the unit test of replace_raw_data Signed-off-by:
kunlunl <kunlunl@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * (Maybe need revert) Add tex.quantize_to_fragment Signed-off-by:
kunlunl <kunlunl@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * (Maybe needsto rrevert) Use nvte_quantize_noop in quantize_to_fragment Signed-off-by:
kunlunl <kunlunl@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix lint error Signed-off-by:
kunlunl <kunlunl@nvidia.com> * Move high_precision_init_val test and replace_raw_data test to test_sanity.py Signed-off-by:
kunlunl <kunlunl@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Remove test_fp8_model_init.py and test_replace_raw_data.py Signed-off-by:
kunlunl <kunlunl@nvidia.com> * Remove cast_master_weights_to_fp8 and replace_raw_data from __all__ of tensor.__init__.py Signed-off-by:
kunlunl <kunlunl@nvidia.com> * Move FP8 casting logic back from C++ tex funcs to Python Signed-off-by:
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Tim Moon <tmoon@nvidia.com> --------- Signed-off-by:
kunlunl <kunlunl@nvidia.com> Signed-off-by:
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Tim Moon <tmoon@nvidia.com> Co-authored-by:
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Tim Moon <tmoon@nvidia.com>
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- 18 Mar, 2025 3 commits
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Przemyslaw Tredak authored
* Do not apply bias when apply_bias is False Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * Bwd fix for LNMLP and tests 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 for the dbias calculation Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * Improve tests and cleaning the logic Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * Tightened test tolerances a little 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 * Revert "Tightened test tolerances a little" This reverts commit 2e20a92c884a84759006541adc1d638ab91dde62. Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * Update tests/pytorch/test_numerics.py Co-authored-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com> Signed-off-by:
Przemyslaw Tredak <ptrendx@gmail.com> * Fix the Gelu Aux type 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 * Remove use_fc1_bias option Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> --------- Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> Signed-off-by:
Przemyslaw Tredak <ptrendx@gmail.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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Charlene Yang authored
* add paged attention; test_kv_cache_accuray and test_paged_attn pass Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * remove unnecessary change from last commit Signed-off-by:
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Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * update license for test_paged_attn Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * update kv_cache_manager license Signed-off-by:
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Charlene Yang <8636796+cyanguwa@users.noreply.github.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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Charlene Yang <charleney@nvidia.com> Co-authored-by:
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kwyss-nvidia authored
* Update full recompute feature to save recipe. The recompute context uses the same recipe and fp8 settings as the original fwd pass. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Formatted python code. Signed-off-by:
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Keith Wyss <kwyss@nvidia.com> --------- Signed-off-by:
Keith Wyss <kwyss@nvidia.com> Co-authored-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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- 15 Mar, 2025 1 commit
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Li Tao authored
* support tp-comm-overlap in Current Scaling recipe Signed-off-by:
Li Tao <lit@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * clean Signed-off-by:
Li Tao <lit@nvidia.com> * fix test recipe argument to generalize to MXFP8 Signed-off-by:
Li Tao <lit@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Reduce duplicated transpose in certain cases Signed-off-by:
Li Tao <lit@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Use per_tensor_scaling() to judge DS or CS Signed-off-by:
Li Tao <lit@nvidia.com> * minor fixes Signed-off-by:
Li Tao <lit@nvidia.com> * change comment description Signed-off-by:
Li Tao <lit@nvidia.com> * add multi-layer unit test for tp overlap Signed-off-by:
Li Tao <lit@nvidia.com> * support test case that run for several times Signed-off-by:
Li Tao <lit@nvidia.com> * avoid save ub tensor in prepare_for_saving Signed-off-by:
Li Tao <lit@nvidia.com> * fix Signed-off-by:
Li Tao <lit@nvidia.com> * switch to a simple fix Signed-off-by:
Li Tao <lit@nvidia.com> * formatting Signed-off-by:
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Li Tao <lit@nvidia.com> Signed-off-by:
zhongboz <zhongboz@nvidia.com> Co-authored-by:
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- 14 Mar, 2025 2 commits
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Kshitij Lakhani authored
* Create pytorch/dot_product_attention module and pytorch/d_p_a/utils.py Move attention logging into a separate class in pytorch/d_p_a/utils.py Signed-off-by:
Kshitij Janardan Lakhani <klakhani@nvidia.com> * Create FlashAttentionUtils class in pytorch/d_p_a/utils/py for versioning info Move versioning info out of pytorch/attention.py Signed-off-by:
Kshitij Janardan Lakhani <klakhani@nvidia.com> * Move AttentionParams and get_attention_backend from attention.py to d_p_a/utils.py Fix tests and imports for the above refactor change 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 * Move get_qkv_layout(), get_full_mask(), get_alibi(), get_attention_quantizers() to d_p_a/utils.py 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 * Move tensor packing and unpacking helper functions from pyt/attention.py to d_p_a/utils.py 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 * Move cumulative seqlens and indices methods from pyt/attention.py to d_p_a/utils.py Rename cumulative functions from using _cu_ to using _cumul_ to differentiate from CUDA cu calls protocol Rename tensor packaging methods with leading underscore to make them as internal to file 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 * Remove unnecessary imports in pytorch/attention.py and d_p_a/utils.py Signed-off-by:
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Kshitij Janardan Lakhani <klakhani@nvidia.com> Modify docs api for InferenceParams 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 * Create d_p_a/rope.py and move RoPE methods from pytorch/attention.py to it 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 * Code cleanup 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 qa testing induced bug 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 * Fix incorrect pack_tensor arg type Code clean up Signed-off-by:
Kshitij Janardan Lakhani <klakhani@nvidia.com> * nit: Resolve lint errors 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 * Remove typedef FAUtils for FlashAttentionUtils Use attn_log instead of att_log Signed-off-by:
Kshitij Janardan Lakhani <klakhani@nvidia.com> Fix lint error 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 * nit: Fix the function name from get_cumul to the earlier get_cu Signed-off-by:
Kshitij Janardan Lakhani <klakhani@nvidia.com> * nit: Fix typos, explicit imports and remove extra comments Signed-off-by:
Kshitij Janardan Lakhani <klakhani@nvidia.com> --------- Signed-off-by:
Kshitij Janardan Lakhani <klakhani@nvidia.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com>
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vasunvidia authored
* Add options to comm overlap tests Signed-off-by:
Vasudevan Rengasamy <vrengasamy@nvidia.com> * Fix Typo Signed-off-by:
Vasudevan Rengasamy <vrengasamy@nvidia.com> * Update tests/pytorch/distributed/run_layer_with_overlap.py Signed-off-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com> --------- Signed-off-by:
Vasudevan Rengasamy <vrengasamy@nvidia.com> Signed-off-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com> Co-authored-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com>
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- 13 Mar, 2025 1 commit
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Tim Moon authored
* Explicitly use python3 and pip3 Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Run pre-commit as Python module Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Replace some missed references to "python" or "pip" Signed-off-by:
Tim Moon <tmoon@nvidia.com> --------- Signed-off-by:
Tim Moon <tmoon@nvidia.com> Signed-off-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com>
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