- 02 Jan, 2026 1 commit
-
-
Kirthi Shankar Sivamani authored
Update copyright to include 2026 Signed-off-by:Kirthi Shankar Sivamani <ksivamani@nvidia.com>
-
- 20 Dec, 2025 1 commit
-
-
Zhongbo Zhu authored
* rowwise colwise RHT group quant v1 Signed-off-by:
Zhongbo Zhu <zhongboz@nvidia.com> * remove local array RW Signed-off-by:
Zhongbo Zhu <zhongboz@nvidia.com> * change wait_barrier Signed-off-by:
Zhongbo Zhu <zhongboz@nvidia.com> * fast math options Signed-off-by:
Zhongbo Zhu <zhongboz@nvidia.com> * use mult to replace div Signed-off-by:
Zhongbo Zhu <zhongboz@nvidia.com> * format Signed-off-by:
Zhongbo Zhu <zhongboz@nvidia.com> * bulk move random states Signed-off-by:
Zhongbo Zhu <zhongboz@nvidia.com> * greptile Signed-off-by:
Zhongbo Zhu <zhongboz@nvidia.com> * lint Signed-off-by:
Zhongbo Zhu <zhongboz@nvidia.com> * revert to use divides Signed-off-by:
Zhongbo Zhu <zhongboz@nvidia.com> * avoid fp32 bf16 round-trip in RHT cast fusion Signed-off-by:
Zhongbo Zhu <zhongboz@nvidia.com> * trigger fastmath by toggle NVTE_RHT_CAST_FUSION_USE_FAST_MATH Signed-off-by:
Zhongbo Zhu <zhongboz@nvidia.com> * integrate row col rht fusion, functional Signed-off-by:
Zhongbo Zhu <zhongboz@nvidia.com> * numerics aligned Signed-off-by:
Zhongbo Zhu <zhongboz@nvidia.com> * style Signed-off-by:
Zhongbo Zhu <zhongboz@nvidia.com> * remove device sync Signed-off-by:
Zhongbo Zhu <zhongboz@nvidia.com> * 128 padding Signed-off-by:
Zhongbo Zhu <zhongboz@nvidia.com> * revert colwise rng state creation because of row-col fused kernel Signed-off-by:
Zhongbo Zhu <zhongboz@nvidia.com> * fix CI, linter Signed-off-by:
Zhongbo Zhu <zhongboz@nvidia.com> * refactor RS for generating two random values Signed-off-by:
Zhongbo Zhu <zhongboz@nvidia.com> * Avoid invalid configs with templated kernel Signed-off-by:
Tim Moon <tmoon@nvidia.com> * fix acc pipeline init with 0 arrival count Signed-off-by:
Zhongbo Zhu <zhongboz@nvidia.com> * restore rowwise-only mode Signed-off-by:
Zhongbo Zhu <zhongboz@nvidia.com> * switch to dynamic atomic scheduler Signed-off-by:
Zhongbo Zhu <zhongboz@nvidia.com> * Avoid instantiating group RHT+cast kernel without row-wise or col-wise output Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Include fast math option in quantization config Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Fix linter warnings and review nits 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 * Use TE license Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Fix bug where kernel is always launched on stream Signed-off-by:
Tim Moon <tmoon@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Restore BF16 intermediate downcast in fused RHT-cast kernels Signed-off-by:
Tim Moon <tmoon@nvidia.com> * fix numerical test of grouped kernel Signed-off-by:
Zhongbo Zhu <zhongboz@nvidia.com> * Make sure row-wise and col-wise quantization use different RNG seeds Signed-off-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com> * Restore autoformatter 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:
Zhongbo Zhu <zhongboz@nvidia.com> Signed-off-by:
Tim Moon <tmoon@nvidia.com> Signed-off-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com> Co-authored-by:
Tim Moon <tmoon@nvidia.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com>
-
- 25 Nov, 2025 1 commit
-
-
Zhongbo Zhu authored
* minor fix of torch view dtype Signed-off-by:
Zhongbo Zhu <zhongboz@nvidia.com> * multi-tensor RHT amax, compiles Signed-off-by:
Zhongbo Zhu <zhongboz@nvidia.com> * setup multi_tensor_quantize_nvfp4_impl Signed-off-by:
Zhongbo Zhu <zhongboz@nvidia.com> * wire things up and run without crash Signed-off-by:
Zhongbo Zhu <zhongboz@nvidia.com> * numerical test Signed-off-by:
Zhongbo Zhu <zhongboz@nvidia.com> * unit test passing Signed-off-by:
Zhongbo Zhu <zhongboz@nvidia.com> * finish unit test of split quantize api Signed-off-by:
Zhongbo Zhu <zhongboz@nvidia.com> * bump up padding to 64 for nvfp4 grouped quantize Signed-off-by:
Zhongbo Zhu <zhongboz@nvidia.com> * fix stochastic rounding Signed-off-by:
Zhongbo Zhu <zhongboz@nvidia.com> * lint Signed-off-by:
Zhongbo Zhu <zhongboz@nvidia.com> * change error message Signed-off-by:
Zhongbo Zhu <zhongboz@nvidia.com> * clean up Signed-off-by:
Zhongbo Zhu <zhongboz@nvidia.com> * enable multi-amax without RHT Signed-off-by:
Zhongbo Zhu <zhongboz@nvidia.com> * fix col-only quantize mode Signed-off-by:
Zhongbo Zhu <zhongboz@nvidia.com> * improve benchmark script Signed-off-by:
Zhongbo Zhu <zhongboz@nvidia.com> * add NCU example script Signed-off-by:
Zhongbo Zhu <zhongboz@nvidia.com> * add larger test case Signed-off-by:
Zhongbo Zhu <zhongboz@nvidia.com> * add contiguous_data_and_scale check to bulk allocator Signed-off-by:
Zhongbo Zhu <zhongboz@nvidia.com> * unified naming and differentiate between group_ and multi_ Signed-off-by:
Zhongbo Zhu <zhongboz@nvidia.com> * move regular amax into multi_tensor.h Signed-off-by:
Zhongbo Zhu <zhongboz@nvidia.com> * Disentangle logic for split-quantize and general multi-tensor quantize Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Use size_t for split sections Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Suggestions from @greptile-apps 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:
Zhongbo Zhu <zhongboz@nvidia.com> Signed-off-by:
Tim Moon <tmoon@nvidia.com> Co-authored-by:
Tim Moon <tmoon@nvidia.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
-
- 21 Oct, 2025 1 commit
-
-
Zhongbo Zhu authored
* pipeclean, fix nvfp4 padding of 32 alignment Signed-off-by:
Zhongbo Zhu <zhongboz@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * numerical test passed Signed-off-by:
Zhongbo Zhu <zhongboz@nvidia.com> * fix CI failure with test_cast_master_weights_to_fp8 (in a hacky way) Signed-off-by:
Zhongbo Zhu <zhongboz@nvidia.com> * found CUDA mis-aligned address error in training in multi-swizzle, hack the vec_load_size to 1 to unblock Signed-off-by:
Zhongbo Zhu <zhongboz@nvidia.com> * leave comments about alignment issue Signed-off-by:
Zhongbo Zhu <zhongboz@nvidia.com> * fused bulk alloc nvfp4 Signed-off-by:
Zhongbo Zhu <zhongboz@nvidia.com> * fix RHT sign mask CPU overhead Signed-off-by:
Zhongbo Zhu <zhongboz@nvidia.com> * fix Signed-off-by:
Zhongbo Zhu <zhongboz@nvidia.com> * resolve comments Signed-off-by:
Zhongbo Zhu <zhongboz@nvidia.com> * Remove incorrect logic that treats 0-D tensor as uninitialized Tensor shape logic still requires treating 0-D tensor as uninitialized. Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Fix invalid conversion from tensor to int Signed-off-by:
Tim Moon <tmoon@nvidia.com> --------- Signed-off-by:
Zhongbo Zhu <zhongboz@nvidia.com> Signed-off-by:
Tim Moon <tmoon@nvidia.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by:
Tim Moon <tmoon@nvidia.com> Co-authored-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com>
-
- 14 Oct, 2025 1 commit
-
-
Kirthi Shankar Sivamani authored
* Initial API change Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Change all imports and api Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * format Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * fixes Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * fix typo Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * fix recipe tets Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * fix more tests Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * fix docs, tests, and make Jax change as well Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Change internal uses of fp8_autocast Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Address nits Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * rename file Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * CG function, and small test fixes Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Change instances of make_graphed_callables internally Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Fix distributed tests Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Review Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Review Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Fix test and add more docs Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Cleanup test imports and minimize internal file imports Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Make is_bf16_available public Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * fixes Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * fix tests Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Better docs and better api Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * format Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Apply suggestions from code review Signed-off-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com> * fix nvfp4 test Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> --------- Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> Signed-off-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com> Co-authored-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com>
-
- 29 Sep, 2025 1 commit
-
-
Kirthi Shankar Sivamani authored
* Add NVFP4 recipe Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> Co-authored-by:
Frank Sun <frsun@nvidia.com> Co-authored-by:
Oleg Goncharov <ogoncharov@nvidia.com> Co-authored-by:
Zhongbo Zhu <zhongboz@nvidia.com> Co-authored-by:
Evgeny Tsykunov <etsykunov@nvidia.com> Co-authored-by:
Tim Moon <tmoon@nvidia.com> Co-authored-by:
Teddy Do <tdophung@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Add MathDx dependency to GitHub builds Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Suggestions from GitHub Copilot Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Move 2x shape logic from core to PyTorch Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Fix compilation errors with CUDA 12.1 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 * SM 70 is not supported in CUDA 13 Signed-off-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com> * Typo Signed-off-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com> * Revert "Move 2x shape logic from core to PyTorch" This reverts commit f8b2a2d0111d9af690b43bb98ae448d9a430a185. Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Added dequantize kernel for FP4 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 linter warning Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Add NVFP4 support with fusible ops Use logical tensor dims for PyTorch NVFP4 tensors. Temporarily add unfused dequantize impl. Fix bug where NVFP4 recipe was not configurable. Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Fix logic for 2x shapes and move to PyTorch Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Fix CG test model config Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Debug NVFP4 tensor size function Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Proper handling of the RNG state Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * Test SR properly 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 workspace size for GEMM heuristic. Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Fix compile error in C++ NVFP4 test Some some numeric errors when blocks are all zero. Signed-off-by:
Tim Moon <tmoon@nvidia.com> * fix distrbuted test problem shape Signed-off-by:
zhongboz <zhongboz@nvidia.com> * proper assert dim for low precision AG TP Signed-off-by:
zhongboz <zhongboz@nvidia.com> * clean up duplicated code in nvfp4_utils.cuh Signed-off-by:
zhongboz <zhongboz@nvidia.com> * lint Signed-off-by:
zhongboz <zhongboz@nvidia.com> * pylint: disable=unused-argument Signed-off-by:
zhongboz <zhongboz@nvidia.com> * `nvte_cublas_gemm_v2` to take alpha pointer (#12) * make nvte_cublas_gemm_v2 to take alpha/beta pointers Signed-off-by:
Phuong Nguyen <phuonguyen@nvidia.com> * users are expected to pass a valid C_tensor Signed-off-by:
Phuong Nguyen <phuonguyen@nvidia.com> * typos Signed-off-by:
Phuong Nguyen <phuonguyen@nvidia.com> * API to have const float* alpha Signed-off-by:
Phuong Nguyen <phuonguyen@nvidia.com> * Minor tweaks Support arbitrary beta scales. Increase workspace to be aligned to 128 bytes. Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Debug IMA with alpha pointer Signed-off-by:
Tim Moon <tmoon@nvidia.com> --------- Signed-off-by:
Phuong Nguyen <phuonguyen@nvidia.com> Signed-off-by:
Tim Moon <tmoon@nvidia.com> Co-authored-by:
Tim Moon <tmoon@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Support fused amax kernels with NVFP4 quantization Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Disable fused amax with cuDNN LayerNorm kernel Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Add NVFP4 cases to distributed tests for TE ops Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Change assert to NVTE_CHECK in the hadamard cast fusion Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * Fix compile error Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Use global thread IDs for Philox subsequences 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 shape checks for NVFP4 cast 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 * Do not fuse amax if cuDNN normalization is forced by envvar Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> --------- Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> Signed-off-by:
Tim Moon <tmoon@nvidia.com> Signed-off-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com> Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> Signed-off-by:
zhongboz <zhongboz@nvidia.com> Signed-off-by:
Phuong Nguyen <phuonguyen@nvidia.com> Co-authored-by:
Frank Sun <frsun@nvidia.com> Co-authored-by:
Oleg Goncharov <ogoncharov@nvidia.com> Co-authored-by:
Zhongbo Zhu <zhongboz@nvidia.com> Co-authored-by:
Evgeny Tsykunov <etsykunov@nvidia.com> Co-authored-by:
Tim Moon <tmoon@nvidia.com> Co-authored-by:
Teddy Do <tdophung@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:
Przemek Tredak <ptredak@nvidia.com> Co-authored-by:
Phuong Nguyen <phuonguyen@nvidia.com>
-
- 06 Aug, 2025 1 commit
-
-
Xin Yao authored
* for loop Signed-off-by:
Xin Yao <xiny@nvidia.com> * bulk alloc Signed-off-by:
Xin Yao <xiny@nvidia.com> * multi-tensor swizzle Signed-off-by:
Xin Yao <xiny@nvidia.com> * pad zeros in swizzle kernels Signed-off-by:
Xin Yao <xiny@nvidia.com> * unify single- and multi-tensor swizzle 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 empty tensor list Signed-off-by:
Xin Yao <xiny@nvidia.com> * fix bug for col swizzle Signed-off-by:
Xin Yao <xiny@nvidia.com> * check context & fix signifiers 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>
-
- 21 Jul, 2025 1 commit
-
-
Charlene Yang authored
* exclude 9.10.0/.1 for certain configs Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix kv_channels 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 get_backend to tests Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * add init files Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix numerics and cuda graph tests Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix jax tests Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * remove prints Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * minor changes after renaming 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 import structure and rename get_attention_backends 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 docs and benchmarks Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix get backend calls Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * Revert "fix get backend calls" This reverts commit 653cbb51c697bc2f975416bb3aac1d85f76c36dc. Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * Revert "fix docs and benchmarks" This reverts commit 98cd52e04ff7c53e26b412195f5744e39f7ed0e9. Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix docs, benchmarks and pre-commit ci Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix dpa/mha flash attn selection Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix rng states 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 ModelConfig Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix backend selection on Ampere Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix issues from last merge Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * Update tests/pytorch/utils.py Co-authored-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com> Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * remove initialization of rng_states to None Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * redefine ModelConfig 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 typo 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 ModelConfig Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix seed for CP tests Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * Update tests/pytorch/test_sanity.py Co-authored-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com> 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 * move fixture from utils to individual tests Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix CI Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> --------- Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com>
-
- 09 Jul, 2025 1 commit
-
-
Zhongbo Zhu authored
* functional passed Signed-off-by:
zhongboz <zhongboz@nvidia.com> * before zero padding in mxfp8 swizzle, use torch zeros to malloc for now Signed-off-by:
zhongboz <zhongboz@nvidia.com> * format Signed-off-by:
zhongboz <zhongboz@nvidia.com> * lint Signed-off-by:
zhongboz <zhongboz@nvidia.com> --------- Signed-off-by:
zhongboz <zhongboz@nvidia.com>
-
- 26 Jun, 2025 1 commit
-
-
Zhongbo Zhu authored
* finish python ref impl for bulk alloc Signed-off-by:
zhongboz <zhongboz@nvidia.com> * c++ bulk alloc worked, still draft version Signed-off-by:
zhongboz <zhongboz@nvidia.com> * clean up Signed-off-by:
zhongboz <zhongboz@nvidia.com> * resolve rebase conflict 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 license Signed-off-by:
zhongboz <zhongboz@nvidia.com> * use shared_ptr to auto manage reference count 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 * attempt to fix misc training error 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 * attempt to handle case where experts get zero token Signed-off-by:
zhongboz <zhongboz@nvidia.com> * updated with fused C++ function calls Signed-off-by:
zhongboz <zhongboz@nvidia.com> * clean up Signed-off-by:
zhongboz <zhongboz@nvidia.com> * experiment with reducing py object construction time Signed-off-by:
zhongboz <zhongboz@nvidia.com> * fix seg fault bug in inference mode Signed-off-by:
zhongboz <zhongboz@nvidia.com> * fix lint Signed-off-by:
zhongboz <zhongboz@nvidia.com> * fuse torch split into bulk alloc Signed-off-by:
zhongboz <zhongboz@nvidia.com> * clean up Signed-off-by:
zhongboz <zhongboz@nvidia.com> * rebase to latest main Signed-off-by:
zhongboz <zhongboz@nvidia.com> * fix unit test failure Signed-off-by:
zhongboz <zhongboz@nvidia.com> * fix lint error Signed-off-by:
zhongboz <zhongboz@nvidia.com> * refactor create_tensor to use get_scale_shape Signed-off-by:
zhongboz <zhongboz@nvidia.com> * refactor quantize to call quantize_cpp Signed-off-by:
zhongboz <zhongboz@nvidia.com> * Implement separate functions for multi-tensor quantize and split + multi-tensor quantize Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Update grouped linear module with fused split+quantize func Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Move multi-tensor quantize func to cast.cpp Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Do not expose quantizer helper function externally 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 * Revert cuDNN frontend commit Signed-off-by:
Tim Moon <tmoon@nvidia.com> * fix corner cases with zero tokens Signed-off-by:
zhongboz <zhongboz@nvidia.com> * add comments Signed-off-by:
zhongboz <zhongboz@nvidia.com> --------- Signed-off-by:
zhongboz <zhongboz@nvidia.com> Signed-off-by:
Tim Moon <tmoon@nvidia.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by:
Tim Moon <tmoon@nvidia.com>
-
- 02 Jan, 2025 1 commit
-
-
Kirthi Shankar Sivamani authored
Signed-off-by:Kirthi Shankar Sivamani <ksivamani@nvidia.com>
-
- 23 Aug, 2024 1 commit
-
-
Charlene Yang authored
* WIP: add fa3 Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * WIP: clean up 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: add benchmarks 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 * differentiate func/varlen_func Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix parsing keyword for FA3 and remove bshd->thd conversion for flash_attn_func Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * WIP: add FP8 fwd support 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 FA3 FP8 fwd code and test 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 assert for FA3 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 FA3 FP8 logic and add 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 * update FA2 to <=2.6.3 Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * tweak unit tests for base/mask Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix lint 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> * [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> * set constraints for FA3 for sm90 and causal_bottom_right Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * revert debug changes in benchmark script 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>
-
- 13 Aug, 2024 1 commit
-
-
Charlene Yang authored
* update example/benchmark scripts Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix head_dim after MLA Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * update notebook 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>
-
- 14 Jun, 2024 2 commits
-
-
Kirthi Shankar Sivamani authored
* Apply formatting Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Apply formatting Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> --------- Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com>
-
Charlene Yang authored
* add attention docs Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * WIP: update attention doc Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * WIP: update attention doc Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * WIP: update attention doc Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * WIP: update attn doc Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * WIP: update attn doc Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * WIP: update attn doc Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * WIP: update attention doc Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * first draft Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * minor tweak to first draft Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * clean up pictures Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * first draft for review Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * minor fixes Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * add logging info/debug Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * minor fix of an SWA message Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * use subprocess instaed of os.sys Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * clean up benchmark script Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * add example script and update notebook Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * minor tweak Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * minor tweaks Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix lint Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix Jax/Paddle related comments Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * rerun H100 benchmark Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * restrict fp8 tests to sm90+ Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * move get_cudnn_version from common to pytorch utils Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> --------- Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com>
-