- 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:
Li Tao <lit@nvidia.com> * simply test cases; avoid additional clone() Signed-off-by:
Li Tao <lit@nvidia.com> * fall back to get_buffer in layernormmlp Signed-off-by:
Li Tao <lit@nvidia.com> * use 2 layers for fp8 tpoverlap multi-layer test for better tolerance, limit max gpus for test 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 --------- Signed-off-by:
Li Tao <lit@nvidia.com> Signed-off-by:
zhongboz <zhongboz@nvidia.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by:
zhongboz <zhongboz@nvidia.com>
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- 13 Mar, 2025 2 commits
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Zhongbo Zhu authored
* add tex.bgrad_quantize support for CS 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 * Remove unused import Signed-off-by:
Tim Moon <tmoon@nvidia.com> --------- Signed-off-by:
zhongboz <zhongboz@nvidia.com> Signed-off-by:
Tim Moon <tmoon@nvidia.com> Co-authored-by:
zhongboz <zhongboz@nvidia.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:
Tim Moon <4406448+timmoon10@users.noreply.github.com>
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Tim Moon authored
* Delete row-wise data in single-GPU linear forward Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Debug Python->C++ parsing of transpose-only Float8Tensors Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Debug tensor shape calculation without row-wise data Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Debug correctness issues with only column-wise data Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Only cache column-wise input in LayerNormLinear Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Support MXFP8 all-gather with only column-wise data 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 moe cases, lint, rm unused ctx Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Fix CPU activation offloading and use consistent logic for save/restore Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Fix tests Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Fix typo Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * RM stray file Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Fix distributed and cpp tests Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Fix norm cpp tests Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Rm stray file Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * RM stray file Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Fix MXFP8 AG Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Fix FP8 with sequence parallelism Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Fix UB bulk dgrad Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> --------- Signed-off-by:
Tim Moon <tmoon@nvidia.com> Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> Co-authored-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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- 10 Mar, 2025 2 commits
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Przemyslaw Tredak authored
Revert "Use internal quantizer for input to the modules (#1551)" This reverts commit b3e70353 . Signed-off-by:
Przemek Tredak <ptredak@nvidia.com>
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Przemyslaw Tredak authored
Internal quantizer for input to the modules Signed-off-by:Przemek Tredak <ptredak@nvidia.com>
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- 08 Mar, 2025 1 commit
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Zhongbo Zhu authored
* check in per-tensor current scaling full recipe 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 Signed-off-by:
zhongboz <zhongboz@nvidia.com> setup basics of current scaling quantizer in python level 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 Signed-off-by:
zhongboz <zhongboz@nvidia.com> add test case for current scaling dequantize 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 Signed-off-by:
zhongboz <zhongboz@nvidia.com> finish linear layer fwd bwd test, determined error with bf16 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 Signed-off-by:
zhongboz <zhongboz@nvidia.com> achieved zero tolerance for Linear by specify gemm use_split_accumulator config Signed-off-by:
zhongboz <zhongboz@nvidia.com> enable layernormlinear with current scaling, pass bitwise test Signed-off-by:
zhongboz <zhongboz@nvidia.com> refactor test case code Signed-off-by:
zhongboz <zhongboz@nvidia.com> make current scaling quantizers distrbuted, pass distributed linear&layernormlinear tests Signed-off-by:
zhongboz <zhongboz@nvidia.com> bug fix: use cached fp8 recipe in backward Signed-off-by:
zhongboz <zhongboz@nvidia.com> fix layernorm_mlp with current scaling, fix activation_helper with current scaling Signed-off-by:
zhongboz <zhongboz@nvidia.com> support detailed numerical settings from recipe to quantization kernel Signed-off-by:
zhongboz <zhongboz@nvidia.com> resolving MR comments Signed-off-by:
zhongboz <zhongboz@nvidia.com> recipe naming 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 * resolve mr comments, remove IS_CURRENT_SCALING template from kernels 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 * resolve mr comments, make current scaling c++ test cases Signed-off-by:
zhongboz <zhongboz@nvidia.com> * add current scaling to test_numerics.py, skip act recomp and grouped linear 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 * add benchmark for quantizer 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 * add benchmarks for linear layer 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 * bug fix, typo Signed-off-by:
zhongboz <zhongboz@nvidia.com> * resolve more mr comments Signed-off-by:
zhongboz <zhongboz@nvidia.com> * avoid potential race condition by not using from_blob to construct amax tensor in C++ Signed-off-by:
zhongboz <zhongboz@nvidia.com> * resolve more comments Signed-off-by:
zhongboz <zhongboz@nvidia.com> * Debug linter warnings and license check 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 import error in FP8 tensor test Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Debug compilation error with CUDA 12.1 for Turing 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 * resolve mr comments, fix activation cast fusion Signed-off-by:
zhongboz <zhongboz@nvidia.com> * resolve comments, add NVTEQuantizationParams for compute scale 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 * remove is_current_scaling check totally from common folder Signed-off-by:
zhongboz <zhongboz@nvidia.com> * remove benchmarks, will contribute in another repo Signed-off-by:
zhongboz <zhongboz@nvidia.com> * adjust cs default recipe config 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 * adjust comments in test Signed-off-by:
zhongboz <zhongboz@nvidia.com> * Remove current scaling mode from core lib Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Refactor current-scaling-specific logic in core C++ lib Move amax and scale update functions out of casting functions, and put into dedicated current-scaling source file. Add general API for accessing quantization config object. 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 * Add missing header in C++ tests Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Disable test config with FP8 transpose on Blackwell Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Fix compilation error in C++ test Signed-off-by:
Tim Moon <tmoon@nvidia.com> --------- Signed-off-by:
zhongboz <zhongboz@nvidia.com> Signed-off-by:
Tim Moon <tmoon@nvidia.com> Co-authored-by:
zhongboz <zhongboz@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> Co-authored-by:
Tim Moon <tmoon@nvidia.com>
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- 06 Mar, 2025 1 commit
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Jaemin Choi authored
Add NVTX ranges Signed-off-by:
Jaemin Choi <jaeminc@nvidia.com> Co-authored-by:
Jaemin Choi <jaeminc@nvidia.com> Co-authored-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com>
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- 05 Mar, 2025 1 commit
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Nicolas Castet authored
* Add support for UB MNNVL Signed-off-by:
Nicolas Castet <ncastet@nvidia.com> * Address review comments Signed-off-by:
Nicolas Castet <ncastet@nvidia.com> * Fix lint Signed-off-by:
Nicolas Castet <ncastet@nvidia.com> * Dlopen nvml lib since it comes with the cuda driver Signed-off-by:
Nicolas Castet <ncastet@nvidia.com> * Add initial copyright date Signed-off-by:
Nicolas Castet <ncastet@nvidia.com> --------- Signed-off-by:
Nicolas Castet <ncastet@nvidia.com>
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- 01 Mar, 2025 1 commit
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Tim Moon authored
Set flag in norm modules for Mcore sequence-parallel support Signed-off-by:Tim Moon <tmoon@nvidia.com>
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- 28 Feb, 2025 1 commit
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Sudhakar Singh authored
* delete extra tensor objects after restoring float8 tensors 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 * nit fix Signed-off-by:
Sudhakar Singh <sudhakars@nvidia.com> * fix the leak in float8tensor and mxfloat8tensor classes 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 * uncomment the fix 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 * fix lint Signed-off-by:
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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- 24 Feb, 2025 1 commit
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Paweł Gadziński authored
* fix Signed-off-by:
Pawel Gadzinski <pgadzinski@nvidia.com> * reshape inp Signed-off-by:
Pawel Gadzinski <pgadzinski@nvidia.com> --------- Signed-off-by:
Pawel Gadzinski <pgadzinski@nvidia.com>
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- 19 Feb, 2025 2 commits
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Xin Yao authored
* fix fuse_wgrad_accumulation for GroupedLinear Signed-off-by:
Xin Yao <xiny@nvidia.com> * fix fuse_wgrad_accumulation for GroupedLinear Signed-off-by:
Xin Yao <xiny@nvidia.com> * update tests Signed-off-by:
Xin Yao <xiny@nvidia.com> --------- Signed-off-by:
Xin Yao <xiny@nvidia.com> Co-authored-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com>
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Zhenhuan Liu authored
* Fix issues for MCore DDP. Signed-off-by:
Dennis Liu <denliu@nvidia.com> * Remove force data release for CPU offloading. Signed-off-by:
Dennis Liu <denliu@nvidia.com> * Add preserved attributeds. Signed-off-by:
Dennis Liu <denliu@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Add main_grad to prevserved attributes. Signed-off-by:
Dennis Liu <denliu@nvidia.com> * Change prepare_for_saving to original tensor and add .data to CPU hook. Signed-off-by:
Dennis Liu <denliu@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Update. Signed-off-by:
Dennis Liu <denliu@nvidia.com> * Fix for LayernormLinear in FP8. Signed-off-by:
Dennis Liu <denliu@nvidia.com> --------- Signed-off-by:
Dennis Liu <denliu@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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- 13 Feb, 2025 1 commit
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Xin Yao authored
* fix a bug for at::from_blob with nullptr 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 * fix a bug for non-TN 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 --------- Signed-off-by:
Xin Yao <xiny@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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- 12 Feb, 2025 1 commit
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Jaemin Choi authored
Signed-off-by:
Jaemin Choi <jaeminc@nvidia.com> Signed-off-by:
Tim Moon <tmoon@nvidia.com> Co-authored-by:
Jaemin Choi <jaeminc@nvidia.com> Co-authored-by:
Tim Moon <tmoon@nvidia.com>
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- 07 Feb, 2025 1 commit
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Przemek Tredak authored
Signed-off-by:Przemek Tredak <ptredak@nvidia.com>
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- 16 Jan, 2025 1 commit
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Alp Dener authored
* corrected RS overlap BF16 output clashing with Float8Tensor constructor Signed-off-by:
Alp Dener <adener@nvidia.com> * fixed empty dgrad buffer dtype at initialization Signed-off-by:
Alp Dener <adener@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by:
Alp Dener <adener@nvidia.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
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- 13 Jan, 2025 1 commit
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Alp Dener authored
* support AG overlap in sequence-parallel Linear forward and RS overlap in sequence-parallel Linear backward Signed-off-by:
Alp Dener <adener@nvidia.com> * implemented TP overlap support for column-parallel te.Linear Signed-off-by:
Alp Dener <adener@nvidia.com> * fixed backward pass for te.Linear column-parallel with TP overlap, updated unit tests Signed-off-by:
Alp Dener <adener@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * improved error messages for internal failure to infer TP overlap options in te.Linear Signed-off-by:
Alp Dener <adener@nvidia.com> * fixed linting errors Signed-off-by:
Alp Dener <adener@nvidia.com> * fixed incorrect TP overlap option asserts Signed-off-by:
Alp Dener <adener@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by:
Alp Dener <adener@nvidia.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
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- 08 Jan, 2025 1 commit
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Liyuan Liu authored
the current implementation would release the output of ln, leading to an error if setting `return_layernorm_output=True`. Signed-off-by:
Liyuan Liu <llychinalz@gmail.com> Co-authored-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com>
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- 02 Jan, 2025 1 commit
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Kirthi Shankar Sivamani authored
Signed-off-by:Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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- 05 Dec, 2024 1 commit
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Tim Moon authored
Store module extra state in tensor Signed-off-by:Tim Moon <tmoon@nvidia.com>
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- 25 Nov, 2024 1 commit
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buptzyb authored
* Align RNG tracker with megatron Signed-off-by:
Robin Zhang <robinz@nvidia.com> Co-authored-by:
Yifei Song <yifeis@nvidia.com> * Fix module_params order and warmup bug in cudagraph Signed-off-by:
Robin Zhang <robinz@nvidia.com> Co-authored-by:
Yifei Song <yifeis@nvidia.com> * Add fp8_group argument and fix fp8 accuracy issue for cudagraph Signed-off-by:
Robin Zhang <robinz@nvidia.com> Co-authored-by:
Yifei Song <yifeis@nvidia.com> * Add TE modules and weights filters to support MoE models Signed-off-by:
Robin Zhang <robinz@nvidia.com> Co-authored-by:
Yifei Song <yifeis@nvidia.com> * Revert self.fp8 Signed-off-by:
Robin Zhang <robinz@nvidia.com> * Use hooks to filter module params Signed-off-by:
Robin Zhang <robinz@nvidia.com> * Filter all TE modules in hooks Signed-off-by:
Robin Zhang <robinz@nvidia.com> Co-authored-by:
Yifei Song <yifeis@nvidia.com> * Format code Signed-off-by:
Robin Zhang <robinz@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Update graph.py Signed-off-by:
Xin Yao <yaox12@outlook.com> * Revert CudaRNGStatesTracker Signed-off-by:
Robin Zhang <robinz@nvidia.com> * Format Update Signed-off-by:
Yifei Song <yifeis@nvidia.com> * Revert "Use hooks to filter module params" This reverts commit 73a22e2e8bcf43ec84c23bc844b8d16d06626e26. Signed-off-by:
Yifei Song <yifeis@nvidia.com> * Remove filtering module params Signed-off-by:
Robin Zhang <robinz@nvidia.com> --------- Signed-off-by:
Robin Zhang <robinz@nvidia.com> Signed-off-by:
Xin Yao <yaox12@outlook.com> Signed-off-by:
Yifei Song <yifeis@nvidia.com> Co-authored-by:
Yifei Song <yifeis@nvidia.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by:
Xin Yao <yaox12@outlook.com> Co-authored-by:
Xin Yao <xiny@nvidia.com> Co-authored-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com>
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- 21 Nov, 2024 1 commit
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Tim Moon authored
* Handle deprecated `hidden_size` arg in norm modules Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Support initializing norm ops on CPU Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Add integration test for Megatron-LM 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 * Rename Mcore integration test Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Handle case in RMSNorm where hidden dim is not provided 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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- 14 Nov, 2024 1 commit
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Tim Moon authored
* Remove manual FP8 scale update for FP8 params 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 * lint Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> --------- Signed-off-by:
Tim Moon <tmoon@nvidia.com> Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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- 05 Nov, 2024 1 commit
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Tim Moon authored
* Add layer norm op Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Add FP8 cast op Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Add tests for linear and layernorm with FP8 output Signed-off-by:
Tim Moon <tmoon@nvidia.com> * RMSNorm op Signed-off-by:
Tim Moon <tmoon@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix linter warnings Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Replace LayerNorm module with LayerNorm op Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Replace RMSNorm module with RMSNorm op Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Add AMP support 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 * Do not save autograd context if grad mode is disabled Debugging ONNX export tests. 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 * Forward args in pre_forward func to base op class Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Update to use QuantizedTensor class Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Apply suggestions from code review Co-authored-by:
Przemyslaw Tredak <ptrendx@gmail.com> Signed-off-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Review suggestions from @ptrendx Rename "CastFloat8" op to "Quantize". Add more fine-grained control for SM margin. Add docs for legacy sequence_parallel kwarg. Signed-off-by:
Tim Moon <tmoon@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix linter warnings Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Use weight dtype as default compute dtype Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Fix linter warnings Signed-off-by:
Tim Moon <tmoon@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by:
Tim Moon <tmoon@nvidia.com> Signed-off-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:
Przemyslaw Tredak <ptrendx@gmail.com>
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- 02 Nov, 2024 1 commit
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Alp Dener authored
[PyTorch] Missing intra-domain ranks list when initializing Userbuffers with data parallelism (#1305) added missing list of intra-domain ranks when num_domains > 1 in initialize_ub Signed-off-by:Alp Dener <adener@nvidia.com>
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- 29 Oct, 2024 1 commit
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Alp Dener authored
* moved userbuffers code to TE/common Signed-off-by:
Alp Dener <adener@nvidia.com> * moved comm+GEMM overlap code to TE/common Signed-off-by:
Alp Dener <adener@nvidia.com> * removed PyTorch depdency from comm+GEMM overlap in TE/common Signed-off-by:
Alp Dener <adener@nvidia.com> * added TE/PyTorch wrappers for refactored comm+GEMM overlap code in TE/common Signed-off-by:
Alp Dener <adener@nvidia.com> * updated TE/PyTorch Python API to match the refactored comm+GEMM overlap code Signed-off-by:
Alp Dener <adener@nvidia.com> * updated unit tests to work with refactored comm+GEMM overlap code Signed-off-by:
Alp Dener <adener@nvidia.com> * added a pylint exception to comm+GEMM overlap test runner Signed-off-by:
Alp Dener <adener@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixing linting errors Signed-off-by:
Alp Dener <adener@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * added documentation for te.initialize_ub Signed-off-by:
Alp Dener <adener@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixed compile errors when building with NVTE_UB_WITH_MPI=1 Signed-off-by:
Alp Dener <adener@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixed default bootstrap backend Signed-off-by:
Alp Dener <adener@nvidia.com> * switched default bootstrap backend priority to MPI > Gloo > NCCL Signed-off-by:
Alp Dener <adener@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * updated bootstrap backend documentation Signed-off-by:
Alp Dener <adener@nvidia.com> * close UB bootstrap socket to avoid interfering with CUDA Multicast shareable file handle send/recv Signed-off-by:
Alp Dener <adener@nvidia.com> * added torch::Tensor wrappers for communication buffer and atomic counters so PyTorch can factor externally allocated memory into its garbage collection threshold Signed-off-by:
Alp Dener <adener@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * automated handling of world, local and node ranks/sizes within C++ CommOverlapHelper to simplify Python function signatures Signed-off-by:
Alp Dener <adener@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixed incorrect read of environment variables Signed-off-by:
Alp Dener <adener@nvidia.com> * corrected priority for _SOCKET_IFNAME environment variables in UB bootstrapping Signed-off-by:
Alp Dener <adener@nvidia.com> * moved multicast support check to cuda_runtime.h and replaced cudaDeviceGetProp call with cached sm_count() Signed-off-by:
Alp Dener <adener@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * removed commented out old code and replaced external collective function type defines with aliases Signed-off-by:
Alp Dener <adener@nvidia.com> * compile-time CUDA version guard for CUDA Driver Multicast attribute Signed-off-by:
Alp Dener <adener@nvidia.com> * added compile-time CUDA version guards to Multicast code in Userbuffers Signed-off-by:
Alp Dener <adener@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * condensed UB docs, corrected const violations Signed-off-by:
Alp Dener <adener@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixed autodoc rst for UB calls, added CUDA version guard on Multicast UB kernels Signed-off-by:
Alp Dener <adener@nvidia.com> * fixed incorrect UB type reporting for P2P overlaps, comment reformatting Signed-off-by:
Alp Dener <adener@nvidia.com> * add docstring to tex.ubuf_built_with_mpi() Signed-off-by:
Alp Dener <adener@nvidia.com> --------- Signed-off-by:
Alp Dener <adener@nvidia.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
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- 28 Oct, 2024 1 commit
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Tim Moon authored
* Add fallback for fast param getter Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Remove fast param getter Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Fix linter warning Signed-off-by:
Tim Moon <tmoon@nvidia.com> --------- Signed-off-by:
Tim Moon <tmoon@nvidia.com>
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- 17 Oct, 2024 1 commit
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Xin Yao authored
Fix wgrad for GroupedLinear when weights doesn't require grad Signed-off-by:
Xin Yao <xiny@nvidia.com> Co-authored-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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- 16 Oct, 2024 2 commits
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Kirthi Shankar Sivamani authored
Fix FP8 activation recompute Signed-off-by:Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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Kirthi Shankar Sivamani authored
* Upgrade pylint and first round formatting Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * round 2 Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * round 3 Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Format and fixes Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Paddle lint Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Reviews Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * FIxes Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * More linting Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Run formatter Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Paddle lint Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Fixes Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> --------- Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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- 04 Oct, 2024 1 commit
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Tim Moon authored
* CPU perf optimization in linear autograd function Avoid enable_grad context when possible in cast function. Cache distributed group properties. Signed-off-by:
Tim Moon <tmoon@nvidia.com> * CPU perf optimization in prepare_forward function Avoid torch.nn.Module impl of __setattr__. Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Avoid module import in TE module forwards Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Use fast getter for params Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Reuse tensor dims in linear autograd func 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 * Apply optimizations to grouped linear Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Debug test failures Signed-off-by:
Tim Moon <tmoon@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Debug test failures Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Fix linter warnings Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Avoid deepcopy in tests Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Move _fast_setattr logic to __setattr__ method 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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- 01 Oct, 2024 1 commit
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Przemyslaw Tredak authored
* Removing the unused options from GroupedLinear docs and fixing the bug with offsets Signed-off-by:
Przemyslaw Tredak <ptredak@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * offsets -> fp8_meta_offsets Signed-off-by:
Przemyslaw Tredak <ptredak@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by:
Przemyslaw Tredak <ptredak@nvidia.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
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- 27 Sep, 2024 1 commit
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Paweł Gadziński authored
* Docs fixes Signed-off-by:
Pawel Gadzinski <pgadzinski@nvidia.com> * docs fix Signed-off-by:
Pawel Gadzinski <pgadzinski@nvidia.com> * docs fix Signed-off-by:
Pawel Gadzinski <pgadzinski@nvidia.com> --------- Signed-off-by:
Pawel Gadzinski <pgadzinski@nvidia.com> Co-authored-by:
Pawel Gadzinski <pgadzinski@nvidia.com>
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- 18 Sep, 2024 1 commit
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Alp Dener authored
* Check if network interface name is valid and show useful warning message when initializing Userbuffers Signed-off-by:
Alp Dener <adener@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix formatting issue in warning message. Co-authored-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com> Signed-off-by:
Alp Dener <adener@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by:
Alp Dener <adener@nvidia.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com>
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- 11 Sep, 2024 1 commit
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Tim Moon authored
* Add base class for tensor proxies Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Move tensor detaching logic to tensor proxy base class Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Use Python wrappers to PyTorch extensions Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Include transpose caching logic in proxy encode function Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Debug dimension mismatch with amax history Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Move dequantize logic to proxy_decode func Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Rename to "QuantizedTensor" Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Rename "proxy_detach" to "detach" Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Include transpose cache in detach and clone funcs Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Fix linter warnings Signed-off-by:
Tim Moon <tmoon@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Update FP8 workspaces with QuantizedTensor functions Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Move logic for FP8 transpose cache in FP8 workspaces to base class Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Remove cast-transpose logic from linear op Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Remove unnecessary args for Float8Tensor when using FP8 attr dict Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Remove __torch_function__ to QuantizedTensor Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Fix linter warnings Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Update tests/pytorch/test_float8tensor.py Signed-off-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com> * Debug FP8 transpose test Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Debug cast functions 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> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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- 09 Sep, 2024 1 commit
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Xin Yao authored
* propagate scale_inv modification to GroupedLinear Signed-off-by:
Xin Yao <xiny@nvidia.com> * optimization for separate scale_inv of weights and single output Signed-off-by:
Xin Yao <xiny@nvidia.com> * let grouped gemm support different input combinations Signed-off-by:
Xin Yao <xiny@nvidia.com> * fix type Signed-off-by:
Xin Yao <xiny@nvidia.com> * add contiguous check Signed-off-by:
Xin Yao <xiny@nvidia.com> * use len() instead of isinstance Signed-off-by:
Xin Yao <xiny@nvidia.com> * fix ut 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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- 05 Sep, 2024 2 commits
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Ruibin Cheung authored
* [TE/PyTorch][MoE] Add FP8 padding and unpadding module 1. Add multi-tensor padding kernel for FP8 with padding size = 16. 2. Add FP8Padding and Fp8Unpadding module 3. Add Padded GroupedLinear unit tests --------- Signed-off-by:
beinggod <zhangruibin@01.ai> Co-authored-by:
Phuong Nguyen <36155692+phu0ngng@users.noreply.github.com>
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Xin Yao authored
* fp8 mha with rope Signed-off-by:
Xin Yao <xiny@nvidia.com> * avoid index select in cast ops Signed-off-by:
Xin Yao <xiny@nvidia.com> * avoid index select in fused_attn_fwd Signed-off-by:
Xin Yao <xiny@nvidia.com> * rename is_first_module_in_mha to fp8_output Signed-off-by:
Xin Yao <xiny@nvidia.com> * resolve comments Signed-off-by:
Xin Yao <xiny@nvidia.com> * resolve comments 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 * move transpose to backward for fp8 input Signed-off-by:
Xin Yao <xiny@nvidia.com> * fix ut Signed-off-by:
Xin Yao <xiny@nvidia.com> * resolve comments Signed-off-by:
Xin Yao <xiny@nvidia.com> * update argument list for CP 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 * fix for FA3 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 * remove unnecessary copy of scale_inv Signed-off-by:
Xin Yao <xiny@nvidia.com> * skip fp8 dpa/mha tests when fa3 is not available Signed-off-by:
Xin Yao <xiny@nvidia.com> * fix a merge bug 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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- 21 Aug, 2024 1 commit
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Tim Moon authored
* Perform scale-inv update in cast-transpose kernels Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Perform scale-inv update in cast and activation kernels Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Perform sclae-inv update in LayerNorm and RMSNorm kernels Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Perform scale-inv update after FP8 GEMMs Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Fuse casts and scale-inv updates in linear module Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Fuse casts and scale-inv updates in layernorm-linear module Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Simplify kernel to update FP8 scale-inv Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Fix typos Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Debug amax update in layernorm kernels Signed-off-by:
Tim Moon <tmoon@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Debug test failures Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Debug ONNX export Use quantization scaling factor in ONNX quantize op. Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Review suggestion from @ptrendx Signed-off-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com> * Debug mismatched dtypes 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> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
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