- 04 Apr, 2025 2 commits
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gdengk authored
* add nvshmem based api support Signed-off-by:
gdeng <gdeng@nvidia.com> * fix lint and license issue Signed-off-by:
gdeng <gdeng@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * remove asset Signed-off-by:
gdeng <gdeng@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix the lib Signed-off-by:
gdeng <gdeng@nvidia.com> * address comments Signed-off-by:
gdeng <gdeng@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by:
gdeng <gdeng@nvidia.com> Co-authored-by:
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Tim Moon authored
Update list of authorized users Signed-off-by:Tim Moon <tmoon@nvidia.com>
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- 03 Apr, 2025 1 commit
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Kirthi Shankar Sivamani authored
* Fix fp8_buf for Linear and LayerNormLinear Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Fix Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> --------- Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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- 02 Apr, 2025 1 commit
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Tim Moon authored
Signed-off-by:Tim Moon <tmoon@nvidia.com>
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- 01 Apr, 2025 6 commits
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Phuong Nguyen authored
* expose NVTE_FP8_COLLECTION_NAME, update_collections, get_delayed_scaling --------- Signed-off-by:Phuong Nguyen <phuonguyen@nvidia.com>
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Tim Moon authored
* Overlap input all-gather with dgrad GEMM in FP8 linear layers Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Add missing docstring Signed-off-by:
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Tim Moon <tmoon@nvidia.com> Co-authored-by:
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Charlene Yang authored
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guyueh1 authored
* Fix GEMM+RS overlap for LayerNormMLP Signed-off-by:
Guyue Huang <guyueh@nvidia.com> * Fix error LayerNormMLP param.grad is None 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 * Update dtype for wgrad GEMM Signed-off-by:
Tim Moon <tmoon@nvidia.com> --------- Signed-off-by:
Guyue Huang <guyueh@nvidia.com> Signed-off-by:
Tim Moon <tmoon@nvidia.com> Co-authored-by:
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Tim Moon <4406448+timmoon10@users.noreply.github.com> Co-authored-by:
Tim Moon <tmoon@nvidia.com>
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Marks101 authored
* [PyTorch] fix general_gemm argument out_dtype in LayerNormMLP backward Signed-off-by:
Markus Schnoes <markus.schnoes@gmx.de> * [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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Phuong Nguyen authored
* refactor + mxfp8 * added grouped gemm * rename linear to dense * added cublas init phase for groupedGemm * relax the tol of test encoder multiprocessing mxfp8 by 0.001 Signed-off-by:
Phuong Nguyen <phuonguyen@nvidia.com> --------- Signed-off-by:
Phuong Nguyen <phuonguyen@nvidia.com> Co-authored-by:
Hua Huang <huah@nvidia.com> Co-authored-by:
Jeremy Berchtold <jberchtold@nvidia.com>
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- 31 Mar, 2025 3 commits
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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:
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Michael Goldfarb authored
Add fast path for causal masking with segment IDs. Signed-off-by:Michael Goldfarb <mgoldfarb@nvidia.com>
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Xiaowei Ren authored
fix a race error softmax_lse Signed-off-by:Xiaowei Ren <xren@nvidia.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 7 commits
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Tim Moon authored
* Coalesce NCCL all-gathers for MXFP8 all-gather Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Add missing import 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 * Cache quantized input tensor after linear module forward pass 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> * Avoid unnecessarily allocating layernorm output in LayerNormLinear/LayerNormMLP Signed-off-by:
Tim Moon <tmoon@nvidia.com> --------- Signed-off-by:
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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:
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guyueh1 authored
* Fix mxfp8 columnwise data missing when switching from validation to training Signed-off-by:
Guyue Huang <guyueh@login-preos02.a51.clusters.nvidia.com> * Fix when you interleave training and inference Signed-off-by:
Guyue Huang <guyueh@login-preos02.a51.clusters.nvidia.com> * refact Signed-off-by:
Guyue Huang <guyueh@login-preos02.a51.clusters.nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * rm useless code Signed-off-by:
Guyue Huang <guyueh@login-preos02.a51.clusters.nvidia.com> * Update transformer_engine/pytorch/module/base.py Co-authored-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com> Signed-off-by:
guyueh1 <140554423+guyueh1@users.noreply.github.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 <4406448+timmoon10@users.noreply.github.com> --------- Signed-off-by:
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guyueh1 <140554423+guyueh1@users.noreply.github.com> Signed-off-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com> Co-authored-by:
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Kirthi Shankar Sivamani <ksivamani@nvidia.com> Co-authored-by:
Tim Moon <4406448+timmoon10@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:
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Tim Moon <4406448+timmoon10@users.noreply.github.com>
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Li Tao authored
fix mcore DDP error Signed-off-by:
lit <lit@nvidia.com> Co-authored-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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Kirthi Shankar Sivamani authored
Signed-off-by:Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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Phuong Nguyen authored
import te before te_jax Signed-off-by:Phuong Nguyen <phuonguyen@nvidia.com>
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- 24 Mar, 2025 2 commits
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guyueh1 authored
* Update usage of weightmat before saving for backward 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 for layernorm mlp Signed-off-by:
Guyue Huang <guyueh@nvidia.com> --------- Signed-off-by:
Guyue Huang <guyueh@nvidia.com> Co-authored-by:
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Tim Moon <4406448+timmoon10@users.noreply.github.com>
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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 2 commits
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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:
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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 * (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:
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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 * Remove unimplemented function from header Signed-off-by:
Tim Moon <tmoon@nvidia.com> --------- Signed-off-by:
kunlunl <kunlunl@nvidia.com> Signed-off-by:
Kunlun Li <94586211+kunlunl@users.noreply.github.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:
Tim Moon <4406448+timmoon10@users.noreply.github.com> Co-authored-by:
Tim Moon <tmoon@nvidia.com>
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Tim Moon authored
* Do not suppress MXFP8 norm in Python wrapper func Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Support FP8 current scaling in tex norm functions Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Use single envvar to enable cuDNN MXFP8 norm 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 compilation error Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Fix compilation error Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Fix full-tile requirement for MXFP8 norm kernels Signed-off-by:
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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:
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- 20 Mar, 2025 1 commit
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Charlene Yang authored
update cudnn-frontend to its new 1.11.0-rc Signed-off-by:Charlene Yang <8636796+cyanguwa@users.noreply.github.com>
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- 19 Mar, 2025 1 commit
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Evgeny Tsykunov authored
Parallelize CPU reference implementation in tests Signed-off-by:
Evgeny Tsykunov <etsykunov@etsykunov-mlt.client.nvidia.com> Co-authored-by:
Evgeny Tsykunov <etsykunov@etsykunov-mlt.client.nvidia.com> Co-authored-by:
Oleg Goncharov <64355998+Oleg-Goncharov@users.noreply.github.com>
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- 18 Mar, 2025 5 commits
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Przemek Tredak authored
Signed-off-by:Przemek Tredak <ptredak@nvidia.com>
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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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Michael Goldfarb authored
* Fix softmax shape for THD format. Signed-off-by:Michael Goldfarb <mgoldfarb@nvidia.com>
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Charlene Yang authored
* add paged attention; test_kv_cache_accuray and test_paged_attn pass 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 * WIP: minor fix/preparation for inference/cuda graph Signed-off-by:
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Charlene Yang <charleney@nvidia.com> * WIP: add bshd_2sbhd, sbhd_2bshd 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 * WIP: some cleanup Signed-off-by:
Charlene Yang <charleney@nvidia.com> * WIP: all qkv_format combinations and merge CM files 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 * WIP: some lint fixes Signed-off-by:
Charlene Yang <charleney@nvidia.com> * WIP: add docstring for IP Signed-off-by:
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Charlene Yang <charleney@nvidia.com> * WIP: initial multi-layer test Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * WIP: minor clean up Signed-off-by:
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Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * WIP: switch to flash_attn_varlen_func Signed-off-by:
Charlene Yang <charleney@nvidia.com> * WIP: fix unfused for separate q/kv format Signed-off-by:
Charlene Yang <charleney@nvidia.com> * WIP: fix fused for separate q/kv formats Signed-off-by:
Charlene Yang <charleney@nvidia.com> * WIP: flash attn + TELayer + 2 layers Signed-off-by:
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Charlene Yang <charleney@nvidia.com> * WIP: minor cleanup Signed-off-by:
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Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * WIP: FlashAttention + v3 from 39e7179 Signed-off-by:
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Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * WIP: clean up Signed-off-by:
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Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * WIP: tweaks to paged attn script Signed-off-by:
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Charlene Yang <charleney@nvidia.com> * WIP: small fixes for lint and cg Signed-off-by:
Charlene Yang <charleney@nvidia.com> * WIP: minor fixes for attn/infer Signed-off-by:
Charlene Yang <charleney@nvidia.com> * WIP: fix CP Signed-off-by:
Charlene Yang <charleney@nvidia.com> * WIP: readd page info to FADescriptor_v1 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 * minor tweak to test_numerics.py Signed-off-by:
Charlene Yang <charleney@nvidia.com> * fix 9.5/9.7 sq/skv + mask logic Signed-off-by:
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Charlene Yang <charleney@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * minor fix for FA3 Signed-off-by:
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Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix t3hd/th3d strides Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix ckpt recompute and fa3 k_scale Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * raise dynamo recompile limit for test Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * remove thunder test from L0 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 * fix FA selection logic Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix FA3 q_descale shape 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 * remove page_table from IP.step() returns Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix FP8 FlashAttn DPA fp8_dpa tests 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 * fix CP 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 * minor tweaks 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 * update FA3 note and L3 test Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix lint Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * remove redundant import in test Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * adopt new FA3 APIs from FA2.7.3+/hopper for CP and non-CP Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix lint Signed-off-by:
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Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix merge 2 Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix FA import comments Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * relax tols for Ampere Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix fa3 version and reduce messaging 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 * update FA3 to its latest commit on main 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 * add default values to IP and assertion to graph.py Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * add more comments in attention 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:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> 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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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:
Keith Wyss <kwyss@nvidia.com> * Simplify code by relying on recipe in ctx Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * MR feedback: import style Signed-off-by:
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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- 17 Mar, 2025 4 commits
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linxiddd authored
* [QA] Add error handling -Standardize test failure handling using the unified 'test_fail' function and 'error_exit' function. Signed-off-by:
Linxi Ding <linxid@nvidia.com> * Update script to use explicit python3, pip3, and python3 -m pytest calls - Change pip to pip3. - Change python to python3. - Change pytest to python3 -m pytest. Signed-off-by:
Linxi Ding <linxid@nvidia.com> --------- Signed-off-by:
Linxi Ding <linxid@nvidia.com>
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Selvaraj Anandaraj authored
* DistOpt support with offloading Signed-off-by:
Selvaraj Anandaraj <selvaraja@login-preos02.a51.clusters.nvidia.com> * Added distopt support for TE2.0 Signed-off-by:
Selvaraj Anandaraj <selvaraja@login-preos02.a51.clusters.nvidia.com> * Restricted this to MCore DistOpt only Signed-off-by:
Selvaraj Anandaraj <selvaraja@login-preos02.a51.clusters.nvidia.com> * Added guards Signed-off-by:
Selvaraj Anandaraj <selvaraja@login-preos02.a51.clusters.nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Update transformer_engine/pytorch/module/linear.py Co-authored-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> Signed-off-by:
Selvaraj Anandaraj <anandaraj@wisc.edu> * Update transformer_engine/pytorch/module/layernorm_linear.py Co-authored-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> Signed-off-by:
Selvaraj Anandaraj <anandaraj@wisc.edu> --------- Signed-off-by:
Selvaraj Anandaraj <selvaraja@login-preos02.a51.clusters.nvidia.com> Signed-off-by:
Selvaraj Anandaraj <anandaraj@wisc.edu> Co-authored-by:
Selvaraj Anandaraj <selvaraja@login-preos02.a51.clusters.nvidia.com> Co-authored-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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Przemyslaw Tredak authored
* Do not create multiple cublas handle 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 multiple GPUs per thread 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 multithreaded execution Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * Fix from conlfict Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> --------- Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> Co-authored-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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Kirthi Shankar Sivamani authored
* Add issue template Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Fixes Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Make GPU info section Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> --------- Signed-off-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:
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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- 14 Mar, 2025 3 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:
Kshitij Janardan Lakhani <klakhani@nvidia.com> * Create d_p_a/inference.py and move InferenceParams from pyt/attention.py to it Modify tests and other files to import InferenceParams correctly Signed-off-by:
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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hx authored
fix cpu device import error Signed-off-by:
Hongxiao Bai <hongxiaob@nvidia.com> Co-authored-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com>
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