- 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:
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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:
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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:
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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:
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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:
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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:
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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:
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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:
Alp Dener <adener@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixed compile errors when building with NVTE_UB_WITH_MPI=1 Signed-off-by:
Alp Dener <adener@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixed default bootstrap backend Signed-off-by:
Alp Dener <adener@nvidia.com> * switched default bootstrap backend priority to MPI > Gloo > NCCL Signed-off-by:
Alp Dener <adener@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * updated bootstrap backend documentation Signed-off-by:
Alp Dener <adener@nvidia.com> * close UB bootstrap socket to avoid interfering with CUDA Multicast shareable file handle send/recv Signed-off-by:
Alp Dener <adener@nvidia.com> * added torch::Tensor wrappers for communication buffer and atomic counters so PyTorch can factor externally allocated memory into its garbage collection threshold Signed-off-by:
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Alp Dener <adener@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixed incorrect read of environment variables Signed-off-by:
Alp Dener <adener@nvidia.com> * corrected priority for _SOCKET_IFNAME environment variables in UB bootstrapping Signed-off-by:
Alp Dener <adener@nvidia.com> * moved multicast support check to cuda_runtime.h and replaced cudaDeviceGetProp call with cached sm_count() Signed-off-by:
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Alp Dener <adener@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * condensed UB docs, corrected const violations Signed-off-by:
Alp Dener <adener@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixed autodoc rst for UB calls, added CUDA version guard on Multicast UB kernels Signed-off-by:
Alp Dener <adener@nvidia.com> * fixed incorrect UB type reporting for P2P overlaps, comment reformatting Signed-off-by:
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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:
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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:
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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:
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Tim Moon <tmoon@nvidia.com> --------- Signed-off-by:
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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:
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Xin Yao <xiny@nvidia.com> --------- Signed-off-by:
Xin Yao <xiny@nvidia.com> Co-authored-by:
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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:
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Alp Dener <adener@nvidia.com> Co-authored-by:
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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:
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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:
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Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix merge conflict Signed-off-by:
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- 01 Aug, 2024 2 commits
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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:
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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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Xin Yao authored
* fix workspaces and unfused bias in multi-stream cuBLAS * Expose num_streams via pybind * Fix C-compatibility * rm importing packaging in test_fused_attn.py --------- Signed-off-by:
Xin Yao <xiny@nvidia.com> Co-authored-by:
Phuong Nguyen <phuonguyen@nvidia.com>
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- 31 Jul, 2024 1 commit
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Przemyslaw Tredak authored
* Ensure that the inputs to custom calls are contiguous Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * Fixes Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * Added test Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * Fixes Signed-off-by:
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Przemek Tredak <ptredak@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix typo Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> --------- Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> Signed-off-by:
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Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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- 25 Jul, 2024 1 commit
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Tim Moon authored
Fix linter warnings Signed-off-by:Tim Moon <tmoon@nvidia.com>
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- 23 Jul, 2024 1 commit
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Alp Dener authored
[PyTorch] Fixing hang in `initialize_ub()` for multi-node runs after PR901 removal of MPI-dependence (#986) * Re-implementing PR901 (removing MPI-dependence in Userbuffers) with multi-node fixes * passing data-parallel rank/size info from torch.distributed to userbuffers Signed-off-by:
Alp Dener <adener@nvidia.com> * multi-node example working with UB_SKIPMC=1 but not with multicast Signed-off-by:
Alp Dener <adener@nvidia.com> * fixed multi-node hang in initialize_ub(), updated comm+GEMM overlap example to support multi-node mixed tensor/data parallelism, added README Signed-off-by:
Alp Dener <adener@nvidia.com> * fixed use case when Userbuffers is asked to allocate the TP overlap buffer with UB_SKIPMC=1 Signed-off-by:
Alp Dener <adener@nvidia.com> * corrected example problem to set device by local ordinal instead of global process rank Signed-off-by:
Alp Dener <adener@nvidia.com> * double-free fix in userbuffers destructor Signed-off-by:
Alp Dener <adener@nvidia.com> * removed unnecessary and incorrect torch.cuda.set_device(...) Signed-off-by:
Alp Dener <adener@nvidia.com> * corrected inter-node ranks logic Signed-off-by:
Alp Dener <adener@nvidia.com> * generalized node ID logic in initialize_ub to handle arbitrary world rank layouts within node Signed-off-by:
Alp Dener <adener@nvidia.com> * added single-node comm+GEMM overlap unit tests Signed-off-by:
Alp Dener <adener@nvidia.com> * LayerNormMLP example confirmed working with 2 nodes on Eos Signed-off-by:
Alp Dener <adener@nvidia.com> * unit test cleanup Signed-off-by:
Alp Dener <adener@nvidia.com> * corrected DP group ranks logic in LNMLP comm+GEMM overlap example Signed-off-by:
Alp Dener <adener@nvidia.com> * corrected enums in unit test Signed-off-by:
Alp Dener <adener@nvidia.com> * fixed incorrect Ubuf object init signature Signed-off-by:
Alp Dener <adener@nvidia.com> * switched default backend for Userbuffer bootstrapping to Gloo with MPI and NCCL fallbacks, and initialize_ub option to manually select backend Signed-off-by:
Alp Dener <adener@nvidia.com> * fixed all comm+GEMM overlap unit tests Signed-off-by:
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Alp Dener <adener@nvidia.com> * applied RS overlap FP8 fix from PR1004 Signed-off-by:
Alp Dener <adener@nvidia.com> * fixed segfault in Userbuffers destructor Signed-off-by:
Alp Dener <adener@nvidia.com> * corrected comm+GEMM overlap unit test arguments Signed-off-by:
Alp Dener <adener@nvidia.com> * fixed unit test run command for when Userbuffers is compiled with MPI 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 * Refactored torch.distributed collectives into pure C++ callbacks Signed-off-by:
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- 19 Jul, 2024 1 commit
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Charlene Yang authored
* initialize output tensors to 0 for THD while waiting for cuDNN bug fix 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 fill_() to F16 loop Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix fused_attn_bwd() Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * correct typo in check_set_window_size Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * use nvtx3 instead 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:
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- 18 Jul, 2024 1 commit
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Alp Dener authored
* FP8 type switch macro now wraps only the FP8 kernel to avoid invalid type 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 --------- 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 Jul, 2024 1 commit
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vasunvidia authored
* DGRAD_RS UB overlap Bug fixes Signed-off-by:
Vasudevan Rengasamy <vrengasamy@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by:
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Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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- 10 Jul, 2024 1 commit
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Charlene Yang authored
* add cuDNN swa Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix SWA Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * add set_deterministic and minor fixes for swa Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * add AttentionParams Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * change window_size to int64_t; fix swa/determinism tests; cache _attention_backends Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * add window_size to get_backend; fix jax and paddle Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * minor fixes; add set_deter to bwd_impl Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix unit tests Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix FP8 tests due to determinism Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * add support matrix for SWA and bias 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 fixes and lint Signed-off-by:
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Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * add wording on window_size special cases Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * minor tweak on wording Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix jax assertion error Signed-off-by:
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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>
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- 05 Jul, 2024 1 commit
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Zhenhuan Liu authored
Fix size mismatch error in fp8 transpose. Signed-off-by:Dennis Liu <denliu@nvidia.com>
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- 03 Jul, 2024 2 commits
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Charlene Yang authored
* update to FE 1.5.1 and add bottom right causal 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 * adjust logic for backend selection 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 FE to 1.5.2 Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * add get_attention_backend function 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 get_attention_backend Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix get_attention_backend Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * tweak get_attention_backend and fix unit 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 * minor fixes for unfused, get_backend, etc 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 transformer_engine/pytorch/attention.py Co-authored-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com> Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix cpu offload Signed-off-by:
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Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * explicitly skip FP32 and padding tests because there is no support Signed-off-by:
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Charlene Yang <8636796+cyanguwa@users.noreply.github.com> Co-authored-by:
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Alp Dener authored
* removed libcuda.so link at compile time for TE/PyTorch extension 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 * linting fixes Signed-off-by:
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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:
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- 25 Jun, 2024 2 commits
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Edenzzzz authored
* fix compilation Signed-off-by:
Edenzzzz <wtan45@wisc.edu> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by:
Edenzzzz <wtan45@wisc.edu> * Fix CUDA 12.1 compilation bug Signed-off-by:
Wenxuan(Eden) Tan <wtan45@wisc.edu> Signed-off-by:
Edenzzzz <wtan45@wisc.edu> --------- Signed-off-by:
Edenzzzz <wtan45@wisc.edu> Signed-off-by:
Wenxuan(Eden) Tan <wtan45@wisc.edu> Co-authored-by:
Edenzzzz <wtan45@wisc.edu> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
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Xin Yao authored
* GroupedGEMM via multi-stream cublas * fix A/B is nullptr while D is not nullptr * add fp8 grouped gemm * register with TorchScript * add the GroupedLinear layer --------- Signed-off-by:
Xin Yao <xiny@nvidia.com> Signed-off-by:
Phuong Nguyen <phuonguyen@nvidia.com> Co-authored-by:
Jiang Shao <jiangs@nvidia.com> Co-authored-by:
Qi Zhang <qizhang@nvidia.com> Co-authored-by:
Phuong Nguyen <phuonguyen@nvidia.com>
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- 18 Jun, 2024 2 commits
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Tim Moon authored
Release GIL in PyTorch pybind11 functions Signed-off-by:Tim Moon <tmoon@nvidia.com>
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Charlene Yang authored
* simplify offset tensors Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * minor fixes; tests pass Signed-off-by:
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