- 31 Mar, 2025 1 commit
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Tim Moon authored
* Handle case where FP8 current scaling quantizer gets default process group Signed-off-by:
Tim Moon <tmoon@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix linter warning Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Avoid canonicalizing TP group since it may not be initialized Signed-off-by:
Tim Moon <tmoon@nvidia.com> --------- Signed-off-by:
Tim Moon <tmoon@nvidia.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
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- 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:
kunlunl <kunlunl@nvidia.com> * Add randomness to the unit test of replace_raw_data Signed-off-by:
kunlunl <kunlunl@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * (Maybe need revert) Add tex.quantize_to_fragment Signed-off-by:
kunlunl <kunlunl@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * (Maybe needsto rrevert) Use nvte_quantize_noop in quantize_to_fragment Signed-off-by:
kunlunl <kunlunl@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix lint error Signed-off-by:
kunlunl <kunlunl@nvidia.com> * Move high_precision_init_val test and replace_raw_data test to test_sanity.py Signed-off-by:
kunlunl <kunlunl@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Remove test_fp8_model_init.py and test_replace_raw_data.py Signed-off-by:
kunlunl <kunlunl@nvidia.com> * Remove cast_master_weights_to_fp8 and replace_raw_data from __all__ of tensor.__init__.py Signed-off-by:
kunlunl <kunlunl@nvidia.com> * Move FP8 casting logic back from C++ tex funcs to Python Signed-off-by:
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:
Tim Moon <tmoon@nvidia.com> * Remove unused imports Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Add missing imports 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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- 18 Mar, 2025 2 commits
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Przemyslaw Tredak authored
* Do not apply bias when apply_bias is False Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * Bwd fix for LNMLP and tests Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix for the dbias calculation Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * Improve tests and cleaning the logic Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * Tightened test tolerances a little Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Revert "Tightened test tolerances a little" This reverts commit 2e20a92c884a84759006541adc1d638ab91dde62. Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * Update tests/pytorch/test_numerics.py Co-authored-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com> Signed-off-by:
Przemyslaw Tredak <ptrendx@gmail.com> * Fix the Gelu Aux type Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Remove use_fc1_bias option Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> --------- Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> Signed-off-by:
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pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com>
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Charlene Yang authored
* add paged attention; test_kv_cache_accuray and test_paged_attn pass Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * remove unnecessary change from last commit Signed-off-by:
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- 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:
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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:
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Li Tao <lit@nvidia.com> * avoid save ub tensor in prepare_for_saving Signed-off-by:
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Li Tao <lit@nvidia.com> Signed-off-by:
zhongboz <zhongboz@nvidia.com> Co-authored-by:
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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:
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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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- 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 2 commits
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Paweł Gadziński authored
* 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> * fix Signed-off-by:
Pawel Gadzinski <pgadzinski@nvidia.com> * test Signed-off-by:
Pawel Gadzinski <pgadzinski@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * more sensitive tests Signed-off-by:
Pawel Gadzinski <pgadzinski@nvidia.com> * typo fix and skip test on blackwell fix Signed-off-by:
Pawel Gadzinski <pgadzinski@nvidia.com> --------- Signed-off-by:
Pawel Gadzinski <pgadzinski@nvidia.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
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Tim Moon authored
* Enable MXFP8 LayerNorm and RMSNorm 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 compilation Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Fix envvar 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 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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- 22 Feb, 2025 1 commit
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Kshitij Lakhani authored
* Remove dependency on transformer_engine::Tensor in attention.cu Signed-off-by:
Kshitij Janardan Lakhani <klakhani@nvidia.com> * Templatize thd_partition_indices_kernel and thd_read_half_tensor_kernel kernels ONLY for invoking recompilation and not directly using the pre-compiled symbols in libtransformer.so Signed-off-by:
Kshitij Janardan Lakhani <klakhani@nvidia.com> * Modify attention.cu for thd templatized kernels. Remove dependency on common.h Signed-off-by:
Kshitij Janardan Lakhani <klakhani@nvidia.com> * Move thd structs from libtransformer.so to framework extensions include header 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 * Consolidate and move thd_utils from common to framework extensions Signed-off-by:
Kshitij Janardan Lakhani <klakhani@nvidia.com> * Remove template decorators around thd_partition_indices_kernel and thd_read_half_tensor_kernel Signed-off-by:
Kshitij Janardan Lakhani <klakhani@nvidia.com> Code clean up Signed-off-by:
Kshitij Janardan Lakhani <klakhani@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by:
Kshitij Janardan Lakhani <klakhani@nvidia.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
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- 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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- 07 Feb, 2025 1 commit
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Przemek Tredak authored
Signed-off-by:Przemek Tredak <ptredak@nvidia.com>
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- 31 Jan, 2025 1 commit
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Selvaraj Anandaraj authored
* Initial commit Signed-off-by:
Selvaraj Anandaraj <selvaraja@login-eos02.eos.clusters.nvidia.com> * Fixed compilation errors Signed-off-by:
Selvaraj Anandaraj <selvaraja@login-eos02.eos.clusters.nvidia.com> * Fixed syntax errors Signed-off-by:
Selvaraj Anandaraj <selvaraja@login-eos02.eos.clusters.nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fixed NaN issue when initial param value is zero Signed-off-by:
Selvaraj Anandaraj <selvaraja@login-eos02.eos.clusters.nvidia.com> * Removed 64 bit indexing instantiation Signed-off-by:
Selvaraj Anandaraj <selvaraja@login-eos02.eos.clusters.nvidia.com> * Made this feature an opt-in Signed-off-by:
Selvaraj Anandaraj <selvaraja@login-eos02.eos.clusters.nvidia.com> * Removed arg from unscaled state Signed-off-by:
Selvaraj Anandaraj <selvaraja@login-eos02.eos.clusters.nvidia.com> * Fixed compilation error Signed-off-by:
Selvaraj Anandaraj <selvaraja@login-eos02.eos.clusters.nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Cleaned up errors Signed-off-by:
Selvaraj Anandaraj <selvaraja@login-eos02.eos.clusters.nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Added support for checkpointing Signed-off-by:
Selvaraj Anandaraj <selvaraja@login-eos02.eos.clusters.nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fixed checkpointing logic Signed-off-by:
Selvaraj Anandaraj <selvaraja@login-eos02.eos.clusters.nvidia.com> * Added tests Signed-off-by:
Selvaraj Anandaraj <selvaraja@login-eos02.eos.clusters.nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Added assert failure for capturable mode Signed-off-by:
Selvaraj Anandaraj <selvaraja@login-eos02.eos.clusters.nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fixed pylint errors Signed-off-by:
Selvaraj Anandaraj <selvaraja@login-eos02.eos.clusters.nvidia.com> --------- Signed-off-by:
Selvaraj Anandaraj <selvaraja@login-eos02.eos.clusters.nvidia.com> Co-authored-by:
Selvaraj Anandaraj <selvaraja@login-eos02.eos.clusters.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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- 10 Jan, 2025 1 commit
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Xiaowei Ren authored
Take token count quantization of fused attention into consideration for CP results correction (#1396) * fix second half lse shape Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * bug fixes 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 --------- 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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- 08 Jan, 2025 1 commit
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Xiaowei Ren authored
* make pad_between_seqs check do not consider padding at the end Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * change CP THD test to make it consider 0-length sequence Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * minor change to flash func name Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * only use varlen func of flash attention while qkv_format is THD Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * try to converge code of flash and fused attentions Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * fix bwd compute with P2P Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * remove redundant out_per_step view Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * enable cudnn>9.6 and THD+GQA Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * enable CP with FusedAttn+SWA+All_Gather Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * enable CP with FusedAttn+SWA+All_Gather Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * code cleaning for cu_seqlens 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 some pylint error Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * minor import change for pylint Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * more fix for pylint Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * fix lse_seqlen in thd out correction 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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- 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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- 06 Dec, 2024 1 commit
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Phuong Nguyen authored
* cuDNN normalization integration * TE Norm refactor * TE Norm APIs changes. --------- Signed-off-by:
Phuong Nguyen <phuonguyen@nvidia.com> Co-authored-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com>
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- 25 Nov, 2024 1 commit
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Michael Goldfarb authored
Moved framework agnostic THD kernels to common. --------- Signed-off-by:Michael Goldfarb <mgoldfarb@nvidia.com>
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- 15 Nov, 2024 1 commit
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Tim Moon authored
* Add activation ops 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 lint warnings Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Fix linter warning Signed-off-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com> * Update to use QuantizedTensor Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Respect PyTorch autograd dtype Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Rename CastFloat8 op to Quantize Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Add support for fused dSwiGLU-cast-transpose 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>
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- 11 Nov, 2024 1 commit
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Kirthi Shankar Sivamani authored
* Fix file extensions Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * fix build 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 * upgrade paddle container for CI Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@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>
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- 01 Nov, 2024 1 commit
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Kunlun Li authored
* Add precision aware fused adam Signed-off-by:
kunlunl <kunlunl@nvidia.com> * Minor changes based on review comments. Co-authored-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com> Signed-off-by:
Kunlun Li <94586211+kunlunl@users.noreply.github.com> --------- Signed-off-by:
kunlunl <kunlunl@nvidia.com> Signed-off-by:
Kunlun Li <94586211+kunlunl@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 <4406448+timmoon10@users.noreply.github.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:
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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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- 17 Oct, 2024 1 commit
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Xin Yao authored
* fix bias for 0-dim tensor Signed-off-by:
Xin Yao <xiny@nvidia.com> * add check Signed-off-by:
Xin Yao <xiny@nvidia.com> * use numel() instead of nullptr Signed-off-by:
Xin Yao <xiny@nvidia.com> --------- Signed-off-by:
Xin Yao <xiny@nvidia.com>
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- 12 Oct, 2024 1 commit
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Xin Yao authored
* Let Fused RoPE support THD with CP Signed-off-by:
Xin Yao <xiny@nvidia.com> * add comment Signed-off-by:
Xin Yao <xiny@nvidia.com> --------- Signed-off-by:
Xin Yao <xiny@nvidia.com> Co-authored-by:
Xiaowei Ren <103958965+xrennvidia@users.noreply.github.com>
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- 11 Oct, 2024 1 commit
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Xiaowei Ren authored
* fa2 function import renaming Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * refine fa_fwd_kwargs and fa_bwd_kwargs Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * import FA3 fucntions for CP Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * fix output of FA3 fwd Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * fix rng_state in a2a implementation with FA3 Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * hack lse correction for packed lse format Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * make CP thd out correction work with packed lse Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * fix for packed softmax_lse Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * fix softmax_lse shape 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 * change lse_packed to constexpr 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 --------- Signed-off-by:
Xiaowei Ren <xren@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> Co-authored-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com>
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- 27 Sep, 2024 1 commit
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Charlene Yang authored
* fix detection of 3 in 3hd/h3d layouts Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * error out when invalid layout group is provided 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 --------- 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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- 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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- 03 Sep, 2024 1 commit
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Ruibin Cheung authored
[PyTorch] Add contiguous check for grouped gemm Signed-off-by:
beinggod <zhangruibin@01.ai> Co-authored-by:
beinggod <zhangruibin@01.ai> Co-authored-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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- 22 Aug, 2024 1 commit
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NVJiangShao authored
* Add permutation functions * Add permutation ops * Remove the dependency on cutlass * Move permutation.py out of module dir * Rewrite the unit test and enable skipping if FP8 is unavailable * Rename exposed C++ API and reorder its parameters + take NVTETensor as inputs * Use Float8Tensor for FP8 input * Move dtype to ctx --------- Signed-off-by:
Jiang Shao <jiangs@nvidia.com> Co-authored-by:
Qi Zhang <qizhang@nvidia.com> Co-authored-by:
Phuong Nguyen <36155692+phu0ngng@users.noreply.github.com>
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- 16 Aug, 2024 1 commit
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Shijie authored
* support dtype casting fusion in FusedAdam Signed-off-by:
Shijie Wang <jaywan@nvidia.com> * minor changes Signed-off-by:
Shijie Wang <jaywan@nvidia.com> * fix lint Signed-off-by:
Shijie Wang <jaywan@nvidia.com> * changes based on review comments Signed-off-by:
Shijie Wang <jaywan@nvidia.com> * remove unused code Signed-off-by:
Shijie Wang <jaywan@nvidia.com> * code refactor Signed-off-by:
Shijie Wang <jaywan@nvidia.com> * fix typo Signed-off-by:
Shijie Wang <jaywan@nvidia.com> * refactor Signed-off-by:
Shijie Wang <jaywan@nvidia.com> * remove unused code Signed-off-by:
Shijie Wang <jaywan@nvidia.com> * Fix linter warnings Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Copy CUDA headers for framework sdists Signed-off-by:
Tim Moon <tmoon@nvidia.com> --------- Signed-off-by:
Shijie Wang <jaywan@nvidia.com> Signed-off-by:
Tim Moon <tmoon@nvidia.com> Co-authored-by:
Tim Moon <tmoon@nvidia.com>
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- 13 Aug, 2024 1 commit
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vasunvidia authored
* DGRAD-RS overlap bug fix This PR fixes a bug in enabling DGRAD-RS overlap by adding the layer to the correct method list. Previously, the RS-DGRAD overlap layer was incorrectly added to pipeline method list even if ring_exchange method is specified in config. Signed-off-by:
Vasudevan Rengasamy <vrengasamy@nvidia.com> * Bug fix for ring_exchange ReduceScatter ring_exchange RS uses main_stream for last GEMM chunk. But the send/recv streams wait for stream_compute during last chunk. Signed-off-by:
Vasudevan Rengasamy <vrengasamy@nvidia.com> --------- Signed-off-by:
Vasudevan Rengasamy <vrengasamy@nvidia.com> Co-authored-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com> Co-authored-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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- 09 Aug, 2024 2 commits
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Xin Yao authored
* use fused_multi_cast_transpose Signed-off-by:
Xin Yao <xiny@nvidia.com> * fix input being empty tensor 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 * allocate output tensors in C++ Signed-off-by:
Xin Yao <xiny@nvidia.com> * simplify code Signed-off-by:
Xin Yao <xiny@nvidia.com> * avoid cudaGetDriverEntryPoint Signed-off-by:
Xin Yao <xiny@nvidia.com> * reduce torch.Tensor() calls Signed-off-by:
Xin Yao <xiny@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * update test 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> Co-authored-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com>
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Alp Dener authored
[C/PyTorch] Fixed incorrect use of `torch.distributed.new_group()` when creating intra-node group in `initialize_ub()` (#1087) * updated initialize_ub() to use new_subgroups_by_enumeration() to generate intra-node groups, added new unit tests for TE layers with comm overlap 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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- 06 Aug, 2024 1 commit
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Charlene Yang authored
* add multi-latent attention for DPA 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 Jax/Paddle API 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 lint Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix typo in test script Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix too-many-boolean lint error Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * Revert "fix lint" This reverts commit 67399a3a6f45bb4ce9e5eaa6bcce40b28e347e5b. 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 stride check in get_qkv_layout Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * WIP: fix layout_thd 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 * WIP: debug info Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix merge conflict 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 thd pad_between_seqs=False/True 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 --------- 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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- 01 Aug, 2024 1 commit
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Xiaowei Ren authored
* use 2hd layout 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 * change qkv_format check Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * add a code comment Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * tensor shape bug fix Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * tensor shape fix Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * add function to compute cu_seqlens of a cp rank Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * add cu_seqlens and cu_seqlens_padded to context parallelism Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * typo fix Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * minor change Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * fix FlashAttention output sequence length Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * fix cu_seqlens_kv_per_step calculation Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * zero dQKV for ending padded tokens Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * zero dQKV tensors of FlashAttention Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * fix softmax_lse correction Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * remove padded tokens of KV to save comounication Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * do not need to zero dkv for FlashAttention any mroe Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * zero out tensors Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * remove redundant code Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * fix CP unit test Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * fix kv shape of cp test with thd format Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * update cp unit test 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 * remove redundant code 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> Co-authored-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> Co-authored-by:
Xiaowei Ren <xren@cs-cw-dfw-login-01.cm.cluster>
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