"...resnet50_tensorflow.git" did not exist on "99572269542bbb680c42cbb63f177b01f329c71b"
- 12 Jun, 2025 2 commits
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Evgeny Tsykunov authored
* Support L2Norm basic op Signed-off-by:
Evgeny <etsykunov@nvidia.com> * Add L2Norm module wrapper Signed-off-by:
Evgeny <etsykunov@nvidia.com> * Expose qk_norm to MHA nd transformer laayer Signed-off-by:
Evgeny <etsykunov@nvidia.com> * Move tests into separate file 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 pass Signed-off-by:
Evgeny <etsykunov@nvidia.com> * Add license Signed-off-by:
Evgeny <etsykunov@nvidia.com> * Remove module Signed-off-by:
Evgeny <etsykunov@nvidia.com> * Resollve comments 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 --------- Signed-off-by:
Evgeny <etsykunov@nvidia.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
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Selvaraj Anandaraj authored
* Added double buffering support initial commit Signed-off-by:
Selvaraj Anandaraj <selvaraja@login-preos01.a51.clusters.nvidia.com> * Fixed bugs Signed-off-by:
Selvaraj Anandaraj <selvaraja@login-ptyche02.ptyche.clusters.nvidia.com> * Make only one double buffer creation Signed-off-by:
Selvaraj Anandaraj <selvaraja@login-ptyche02.ptyche.clusters.nvidia.com> * Fixed bug Signed-off-by:
Selvaraj Anandaraj <selvaraja@login-ptyche02.ptyche.clusters.nvidia.com> * Fixed typo Signed-off-by:
Selvaraj Anandaraj <selvaraja@login-ptyche02.ptyche.clusters.nvidia.com> * Fixed flag setting Signed-off-by:
Selvaraj Anandaraj <selvaraja@login-ptyche02.ptyche.clusters.nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Merge conflict Signed-off-by:
Selvaraj Anandaraj <selvaraja@login-ptyche02.ptyche.clusters.nvidia.com> * 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> * [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 * lint fix Signed-off-by:
Pawel Gadzinski <pgadzinski@nvidia.com> --------- Signed-off-by:
Selvaraj Anandaraj <selvaraja@login-preos01.a51.clusters.nvidia.com> Signed-off-by:
Selvaraj Anandaraj <selvaraja@login-ptyche02.ptyche.clusters.nvidia.com> Signed-off-by:
Selvaraj Anandaraj <anandaraj@wisc.edu> Signed-off-by:
Pawel Gadzinski <pgadzinski@nvidia.com> Co-authored-by:
Selvaraj Anandaraj <selvaraja@login-preos01.a51.clusters.nvidia.com> Co-authored-by:
Selvaraj Anandaraj <selvaraja@login-ptyche02.ptyche.clusters.nvidia.com> Co-authored-by:
Paweł Gadziński <62263673+pggPL@users.noreply.github.com> Co-authored-by:
Pawel Gadzinski <pgadzinski@nvidia.com> Co-authored-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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- 10 Jun, 2025 1 commit
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yuzhongw-nvidia authored
* Support MLA (qk_dim != v_dim) for AttnFuncWithCPAndKVP2P Signed-off-by:
Yuzhong Wang <yuzhongw@nvidia.com> * add UT for MLA CP Signed-off-by:
Yuzhong Wang <yuzhongw@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * refine the code Signed-off-by:
Yuzhong Wang <yuzhongw@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * refine the code Signed-off-by:
Yuzhong Wang <yuzhongw@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by:
Yuzhong Wang <yuzhongw@nvidia.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by:
Xin Yao <xiny@nvidia.com> Co-authored-by:
Xiaowei Ren <103958965+xrennvidia@users.noreply.github.com>
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- 06 Jun, 2025 1 commit
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Zhongbo Zhu authored
[PyTorch] FP8 Subchannel Recipe With FP8 Gather And Configurable Scaling Factor Tensor Swizzling (#1707) * functional kernel for columnwise + no-transpose option, still hacky Signed-off-by:
zhongboz <zhongboz@nvidia.com> * pass all quantizer unit tests Signed-off-by:
zhongboz <zhongboz@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * refactor, add gemm ready api Signed-off-by:
zhongboz <zhongboz@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * make format options private members, simplify api Signed-off-by:
zhongboz <zhongboz@nvidia.com> * swizzle scales right before gemm Signed-off-by:
zhongboz <zhongboz@nvidia.com> * bug fix of single layer test Signed-off-by:
zhongboz <zhongboz@nvidia.com> * attempt to fix lint issue Signed-off-by:
zhongboz <zhongboz@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fp8 gather pass, need minor refine Signed-off-by:
zhongboz <zhongboz@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix return_layernorm_output_gathered case Signed-off-by:
zhongboz <zhongboz@nvidia.com> * remove special cases, add sanity check before gemm Signed-off-by:
zhongboz <zhongboz@nvidia.com> * fix lint Signed-off-by:
zhongboz <zhongboz@nvidia.com> * lint ungrouped imports Signed-off-by:
zhongboz <zhongboz@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Implement dequantize for compact 1D blocks. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * add more unit test with dequantize compact supported Signed-off-by:
zhongboz <zhongboz@nvidia.com> * lint again Signed-off-by:
zhongboz <zhongboz@nvidia.com> * make ag for subchannel respect async Signed-off-by:
zhongboz <zhongboz@nvidia.com> * zero tolerance in distributed test Signed-off-by:
zhongboz <zhongboz@nvidia.com> * fix zero tolerance test Signed-off-by:
zhongboz <zhongboz@nvidia.com> * resolve rebase issues Signed-off-by:
zhongboz <zhongboz@nvidia.com> * lint & format Signed-off-by:
zhongboz <zhongboz@nvidia.com> * fix lint Signed-off-by:
zhongboz <zhongboz@nvidia.com> * clean up Signed-off-by:
zhongboz <zhongboz@nvidia.com> * bug fix Signed-off-by:
zhongboz <zhongboz@nvidia.com> * relax rtol for fp32 distributed test Signed-off-by:
zhongboz <zhongboz@nvidia.com> * fix some ci issue Signed-off-by:
zhongboz <zhongboz@nvidia.com> * fix ci test failure in debug mode Signed-off-by:
zhongboz <zhongboz@nvidia.com> * Force row-wise and column-wise data to have same data format Prototype "all-gather usage" in quantizer. Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Remove dead logic for high-precision AGs 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 FP8 block-wise tensor tests Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Debug distributed test Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Handle case where LayerNormLinear returns gathered norm output Signed-off-by:
Tim Moon <tmoon@nvidia.com> * fix debug mode Signed-off-by:
zhongboz <zhongboz@nvidia.com> --------- Signed-off-by:
zhongboz <zhongboz@nvidia.com> Signed-off-by:
Keith Wyss <kwyss@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> Co-authored-by:
Keith Wyss <kwyss@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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- 03 Jun, 2025 1 commit
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Charlene Yang authored
* add missing args in cross-attn Signed-off-by:
Charlene Yang <charleney@nvidia.com> * allow thd for TELayer Signed-off-by:
Charlene Yang <charleney@nvidia.com> * add CP note for reordering Signed-off-by:
Charlene Yang <charleney@nvidia.com> * fix wording about CP Signed-off-by:
Charlene Yang <charleney@nvidia.com> * add modulo cpx2 requirement Signed-off-by:
Charlene Yang <charleney@nvidia.com> * add example of token reordering Signed-off-by:
Charlene Yang <charleney@nvidia.com> * improve the CP docstring 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 * tweak CP wording 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 * test thd TELayer 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 * add enc_dec_kv for decoder Signed-off-by:
Charlene Yang <charleney@nvidia.com> * fix cross attn in decoder Signed-off-by:
Charlene Yang <charleney@nvidia.com> * fix unfused + bshd/sbhd + telayer 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 * remove debugging Signed-off-by:
Charlene Yang <charleney@nvidia.com> --------- Signed-off-by:
Charlene Yang <charleney@nvidia.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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- 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 1 commit
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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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- 23 May, 2025 1 commit
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Przemyslaw Tredak authored
* Modify the test cases Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * Make the tests reproducible on different machines Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * Fixed the cache of the gamma_in_weight_dtype setting Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * Reinstate the 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 * More verbose code and comments 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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- 20 May, 2025 2 commits
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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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guyueh1 authored
* Fix split_overlap_rs aggregate=True chunk offset calculation Signed-off-by:
Guyue Huang <guyueh@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Add unit test for aggregate=True Signed-off-by:
Guyue Huang <guyueh@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix unit test Signed-off-by:
Guyue Huang <guyueh@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by:
Guyue Huang <guyueh@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:
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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:
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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:
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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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- 13 May, 2025 1 commit
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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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- 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:
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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:
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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:
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:
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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:
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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:
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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:
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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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- 29 Apr, 2025 1 commit
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Tim Moon authored
* Check if FP8 block scaling is supported in tests Signed-off-by:
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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:
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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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- 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:
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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:
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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:
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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:
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Paweł Gadziński authored
* test change Signed-off-by:
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Paweł Gadziński authored
* fix Signed-off-by:
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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:
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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:
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Autumn1998 authored
* add support for new recipe on permute_fusion, rm fp unpermute Signed-off-by:
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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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