- 03 Mar, 2025 1 commit
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Reese Wang authored
* Support THD + ring attention for self attn Signed-off-by:
Reese Wang <rewang@nvidia.com> * Consolidate reorder strategy Signed-off-by:
Reese Wang <rewang@nvidia.com> * Fix dataclass frozen issue Signed-off-by:
Reese Wang <rewang@nvidia.com> * Remove redundant code Signed-off-by:
Reese Wang <rewang@nvidia.com> * Use AttnBiasType, AttnMaskType, QKVLayout in cpp_extension Signed-off-by:
Reese Wang <rewang@nvidia.com> * Fix lint Signed-off-by:
Reese Wang <rewang@nvidia.com> * Refine P2P helper check_supported Signed-off-by:
Reese Wang <rewang@nvidia.com> * Add segment_ids/pos check Signed-off-by:
Reese Wang <rewang@nvidia.com> * Fixup Signed-off-by:
Reese Wang <rewang@nvidia.com> * Add dual chunk swap example Signed-off-by:
Reese Wang <rewang@nvidia.com> * Align different reorder code structure Signed-off-by:
Reese Wang <rewang@nvidia.com> --------- Signed-off-by:
Reese Wang <rewang@nvidia.com> Co-authored-by:
Phuong Nguyen <phuonguyen@nvidia.com>
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- 28 Feb, 2025 2 commits
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Kirthi Shankar Sivamani authored
* Enforce torch 2.0 and run attn tests with torch.compile Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * replace torch.compile with jit_fuser Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Fixes Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> --------- Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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Kirthi Shankar Sivamani authored
* Fix quantized tensor shape Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * add shape to make_like; add test for chunk Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Fix typo from suggestion Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> --------- Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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- 26 Feb, 2025 2 commits
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Tim Moon authored
* Skip context parallelism tests if not enough GPUs Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Apply suggestions from code review Signed-off-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com> --------- Signed-off-by:
Tim Moon <tmoon@nvidia.com> Signed-off-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com>
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Selvaraj Anandaraj authored
* Added parallel cross entropy loss implementation using online softmax Signed-off-by:
Selvaraj Anandaraj <selvaraja@cw-dfw-cs-001-login-01.cm.cluster> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Added tests Signed-off-by:
Selvaraj Anandaraj <selvaraja@cw-dfw-cs-001-login-01.cm.cluster> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Added reshape of loss output Signed-off-by:
Selvaraj Anandaraj <selvaraja@cw-dfw-cs-001-login-01.cm.cluster> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Added to test list Signed-off-by:
Selvaraj Anandaraj <selvaraja@cw-dfw-cs-001-login-01.cm.cluster> * Added Triton dependency Signed-off-by:
Selvaraj Anandaraj <selvaraja@cw-dfw-cs-001-login-01.cm.cluster> * Added copyright Signed-off-by:
Selvaraj Anandaraj <selvaraja@cw-dfw-cs-001-login-01.cm.cluster> * Fixed lint errors Signed-off-by:
Selvaraj Anandaraj <selvaraja@cw-dfw-cs-001-login-01.cm.cluster> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Update setup.py Co-authored-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> Signed-off-by:
Selvaraj Anandaraj <anandaraj@wisc.edu> * Fixed lint and triton failure Signed-off-by:
Selvaraj Anandaraj <selvaraja@cw-dfw-cs-001-login-01.cm.cluster> * Removed flattening for scalars Signed-off-by:
Selvaraj Anandaraj <selvaraja@cw-dfw-cs-001-login-01.cm.cluster> * Skip tests on Blackwell due to TE CI caveat Signed-off-by:
Selvaraj Anandaraj <selvaraja@cw-dfw-cs-001-login-01.cm.cluster> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Added reason arg Signed-off-by:
Selvaraj Anandaraj <selvaraja@cw-dfw-cs-001-login-01.cm.cluster> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Do not register Triton dependency with setuptools Signed-off-by:
Tim Moon <tmoon@nvidia.com> --------- Signed-off-by:
Selvaraj Anandaraj <selvaraja@cw-dfw-cs-001-login-01.cm.cluster> Signed-off-by:
Selvaraj Anandaraj <anandaraj@wisc.edu> Signed-off-by:
Tim Moon <tmoon@nvidia.com> Co-authored-by:
Selvaraj Anandaraj <selvaraja@cw-dfw-cs-001-login-01.cm.cluster> 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> Co-authored-by:
Tim Moon <tmoon@nvidia.com> Co-authored-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com>
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- 20 Feb, 2025 1 commit
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Kirthi Shankar Sivamani authored
* Fix te sequential for older pytorch versions Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * FIxes Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> --------- Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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- 19 Feb, 2025 1 commit
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Xin Yao authored
* fix fuse_wgrad_accumulation for GroupedLinear Signed-off-by:
Xin Yao <xiny@nvidia.com> * fix fuse_wgrad_accumulation for GroupedLinear Signed-off-by:
Xin Yao <xiny@nvidia.com> * update tests Signed-off-by:
Xin Yao <xiny@nvidia.com> --------- Signed-off-by:
Xin Yao <xiny@nvidia.com> Co-authored-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com>
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- 18 Feb, 2025 2 commits
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Phuong Nguyen authored
flax module with compute dtype inferred from the inputs Signed-off-by:Phuong Nguyen <phuonguyen@nvidia.com>
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hx authored
* add prob permute; fix fp8tensor Signed-off-by:
Hongxiao Bai <hongxiaob@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * revert unnecessary changes in UT Signed-off-by:
Hongxiao Bai <hongxiaob@nvidia.com> * remove unnecessary probs dtype convert Signed-off-by:
Hongxiao Bai <hongxiaob@nvidia.com> * keep the output nums if probs is not provided Signed-off-by:
Hongxiao Bai <hongxiaob@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * refine the doc string Signed-off-by:
Hongxiao Bai <hongxiaob@nvidia.com> * fix lint Signed-off-by:
Hongxiao Bai <hongxiaob@nvidia.com> * use fp32 compute type Signed-off-by:
Hongxiao Bai <hongxiaob@nvidia.com> * style fix Signed-off-by:
Hongxiao Bai <hongxiaob@nvidia.com> * fix empty input return Signed-off-by:
Hongxiao Bai <hongxiaob@nvidia.com> * separate prob related functions out Signed-off-by:
Hongxiao Bai <hongxiaob@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by:
Hongxiao Bai <hongxiaob@nvidia.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by:
Xin Yao <xiny@nvidia.com> Co-authored-by:
Phuong Nguyen <phuonguyen@nvidia.com>
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- 14 Feb, 2025 2 commits
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Reese Wang authored
Fix issues when mask/sequence_descriptor is None Signed-off-by:
Reese Wang <rewang@nvidia.com> Co-authored-by:
Phuong Nguyen <phuonguyen@nvidia.com>
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Phuong Nguyen authored
* fixes L1 test * fix test_multigpu_encoder * fixes for other multi-encoder tests * jax.extend.ffi to jax.ffi * initialization with float32 * add init_dtype as an optional arg to all modules * update use_scan query from xla flags * relax threshold for test_encoder fp8 * relax the tols --------- Signed-off-by:Phuong Nguyen <phuonguyen@nvidia.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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- 27 Jan, 2025 1 commit
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hx authored
* add mask-based moe permutation * change moe_chunk_permute to moe_sort_chunks_by_indices * fix __all__ in pytorch/permutation.py * fix func/var names and typos; update tols in UT --------- Signed-off-by:
Hongxiao Bai <hongxiaob@nvidia.com> Co-authored-by:
Phuong Nguyen <phuonguyen@nvidia.com> Co-authored-by:
Tim Moon <tmoon@nvidia.com>
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- 24 Jan, 2025 1 commit
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Reese Wang authored
* POC for segment_ids/segment_pos Signed-off-by:
Reese Wang <rewang@nvidia.com> * Change segment_pos position Signed-off-by:
Reese Wang <rewang@nvidia.com> * Use RemainingArgs to solve number of parameters mismatches Signed-off-by:
Reese Wang <rewang@nvidia.com> * Test mask_descriptor for accomendating different mask representations Signed-off-by:
Reese Wang <rewang@nvidia.com> * Fix bugs Signed-off-by:
Reese Wang <rewang@nvidia.com> * Use descriptor in bwd Signed-off-by:
Reese Wang <rewang@nvidia.com> * Primitives only accepts pure jnp array Signed-off-by:
Reese Wang <rewang@nvidia.com> * segment_ids/pos support POC Signed-off-by:
Reese Wang <rewang@nvidia.com> * Move seqlens/offsets generation to mask descriptor Signed-off-by:
Reese Wang <rewang@nvidia.com> * Rename MaskDescriptor to SequenceDescriptor Signed-off-by:
Reese Wang <rewang@nvidia.com> * Generalize get_seqlens_and_offsets Signed-off-by:
Reese Wang <rewang@nvidia.com> * Utilize sequence desc on FA bwd Signed-off-by:
Reese Wang <rewang@nvidia.com> * Migrate to new API Signed-off-by:
Reese Wang <rewang@nvidia.com> * Add docstrings Signed-off-by:
Reese Wang <rewang@nvidia.com> * Remove small inputs and test different input format Signed-off-by:
Reese Wang <rewang@nvidia.com> * Fix lint Signed-off-by:
Reese Wang <rewang@nvidia.com> * Fix seed shardings Signed-off-by:
Reese Wang <rewang@nvidia.com> * Optimize sequence converting overhead Signed-off-by:
Reese Wang <rewang@nvidia.com> * Optimize seq_offsets calculation Signed-off-by:
Reese Wang <rewang@nvidia.com> * Fix up Signed-off-by:
Reese Wang <rewang@nvidia.com> * fix lint Signed-off-by:
Reese Wang <rewang@nvidia.com> * Fix conflicts Signed-off-by:
Reese Wang <rewang@nvidia.com> * Remove reduntant line Signed-off-by:
Reese Wang <rewang@nvidia.com> --------- Signed-off-by:
Reese Wang <rewang@nvidia.com>
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- 17 Jan, 2025 1 commit
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Michael Goldfarb authored
Consolidate the distributed fused attention tests to shared input generation and execition logic. Signed-off-by:Michael Goldfarb <mgoldfarb@nvidia.com>
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- 13 Jan, 2025 1 commit
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Alp Dener authored
* support AG overlap in sequence-parallel Linear forward and RS overlap in sequence-parallel Linear backward Signed-off-by:
Alp Dener <adener@nvidia.com> * implemented TP overlap support for column-parallel te.Linear Signed-off-by:
Alp Dener <adener@nvidia.com> * fixed backward pass for te.Linear column-parallel with TP overlap, updated unit tests Signed-off-by:
Alp Dener <adener@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * improved error messages for internal failure to infer TP overlap options in te.Linear Signed-off-by:
Alp Dener <adener@nvidia.com> * fixed linting errors Signed-off-by:
Alp Dener <adener@nvidia.com> * fixed incorrect TP overlap option asserts Signed-off-by:
Alp Dener <adener@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by:
Alp Dener <adener@nvidia.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
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- 08 Jan, 2025 3 commits
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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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Michael Goldfarb authored
Correct fused attention output after each step to reduce intermediate memory use. Signed-off-by:Michael Goldfarb <mgoldfarb@nvidia.com>
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Reese Wang authored
* Fix SWA mask for THD and forcing seqlen_kv >= seqlen_q for SWA Signed-off-by:
Reese Wang <rewang@nvidia.com> * Generalize sliding window mask Signed-off-by:
Reese Wang <rewang@nvidia.com> * Fix pylint Signed-off-by:
Reese Wang <rewang@nvidia.com> --------- Signed-off-by:
Reese Wang <rewang@nvidia.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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- 20 Dec, 2024 1 commit
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Charlene Yang authored
* add swa (left,0) + padding + brcm 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 * final fixes 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 * upgrade to FE 1.9-rc 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> * skip thd + CP + fused attn tests for cuDNN 9.6+ due to different stats shapes Signed-off-by:
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Charlene Yang <8636796+cyanguwa@users.noreply.github.com> Co-authored-by:
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- 18 Dec, 2024 2 commits
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Charlene Yang authored
* WIP: fix get_swa_mask for padding Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix mask type setting Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix the order of checking valid swa and changing mask type 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> * revamp to get full mask Signed-off-by:
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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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Charlene Yang authored
add weights_only=False for torch.load Signed-off-by:Charlene Yang <8636796+cyanguwa@users.noreply.github.com>
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- 17 Dec, 2024 1 commit
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Reese Wang authored
* Add util functions to attn_mask_type Signed-off-by:
Reese Wang <rewang@nvidia.com> * Add util functions to qkv_layout Signed-off-by:
Reese Wang <rewang@nvidia.com> * Fix THD cross reference code Signed-off-by:
Reese Wang <rewang@nvidia.com> * Remove explicit segment_pad, encoding it to segment_ids Signed-off-by:
Reese Wang <rewang@nvidia.com> * Add jax.jit, replace _token with segment_ids, rename bias shape enum Signed-off-by:
Reese Wang <rewang@nvidia.com> * Add comment for make_mask Signed-off-by:
Reese Wang <rewang@nvidia.com> * Clean code Signed-off-by:
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Reese Wang <rewang@nvidia.com> * Remove cache for fa deterministic which causes UT failed Signed-off-by:
Reese Wang <rewang@nvidia.com> * Rename fixture to avoid conflict Signed-off-by:
Reese Wang <rewang@nvidia.com> --------- Signed-off-by:
Reese Wang <rewang@nvidia.com>
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- 16 Dec, 2024 1 commit
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Youngeun Kwon authored
* draft implementation of fsdp2 fp8 all gather Signed-off-by:
Youngeun Kwon <youngeunk@nvidia.com> * fix the convergence issue Signed-off-by:
Youngeun Kwon <youngeunk@nvidia.com> * Add warning Signed-off-by:
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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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- 05 Dec, 2024 1 commit
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Xiaowei Ren authored
* always have padding mask type for both flash and fused attentions Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * remove an redundant assert Signed-off-by:
Xiaowei Ren <xren@nvidia.com> --------- Signed-off-by:
Xiaowei Ren <xren@nvidia.com>
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- 04 Dec, 2024 1 commit
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Michael Goldfarb authored
Scale sequence length in CP tests to avoid tiny sizes. Signed-off-by:Michael Goldfarb <mgoldfarb@nvidia.com>
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- 02 Dec, 2024 1 commit
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Youngeun Kwon authored
* draft implementation Signed-off-by:
Youngeun Kwon <youngeunk@nvidia.com> * compile error fix Signed-off-by:
Youngeun Kwon <youngeunk@nvidia.com> * fix compile error Signed-off-by:
Youngeun Kwon <youngeunk@nvidia.com> * remove print Signed-off-by:
Youngeun Kwon <youngeunk@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Edit comments Signed-off-by:
Youngeun Kwon <youngeunk@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * edit the bulk-overlap test case Signed-off-by:
Youngeun Kwon <youngeunk@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add version guard Signed-off-by:
Youngeun Kwon <youngeunk@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add runtime version guard Signed-off-by:
Youngeun Kwon <youngeunk@nvidia.com> * fix the version guard Signed-off-by:
Youngeun Kwon <youngeunk@nvidia.com> --------- Signed-off-by:
Youngeun Kwon <youngeunk@nvidia.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
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- 22 Nov, 2024 1 commit
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Tim Moon authored
* Add helper function to convert C++ container to string Signed-off-by:
Tim Moon <tmoon@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by:
Tim Moon <tmoon@nvidia.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
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- 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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- 14 Nov, 2024 1 commit
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Tim Moon authored
* Remove manual FP8 scale update for FP8 params Signed-off-by:
Tim Moon <tmoon@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * lint Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> --------- Signed-off-by:
Tim Moon <tmoon@nvidia.com> Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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- 11 Nov, 2024 1 commit
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Ming-Xu Huang authored
* Implement ring attention primative for Jax. Signed-off-by:
Michael Goldfarb <mgoldfarb@nvidia.com> Signed-off-by:
Ming Huang <mingh@nvidia.com> --------- Signed-off-by:
Michael Goldfarb <mgoldfarb@nvidia.com> Signed-off-by:
Ming Huang <mingh@nvidia.com> Co-authored-by:
Michael Goldfarb <mgoldfarb@nvidia.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
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- 06 Nov, 2024 2 commits
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Hua Huang authored
* FFI for some transpose & activation functions Signed-off-by:
Hua Huang <huah@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Remove comments in transformer_engine/jax/csrc/extensions/activation.cpp Co-authored-by:
Phuong Nguyen <36155692+phu0ngng@users.noreply.github.com> Signed-off-by:
Hua Huang <huangh1994@outlook.com> --------- Signed-off-by:
Hua Huang <huah@nvidia.com> Signed-off-by:
Hua Huang <huangh1994@outlook.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by:
Phuong Nguyen <36155692+phu0ngng@users.noreply.github.com>
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Tim Moon authored
* Add Userbuffers support for column TP linear layer Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Add Userbuffers support for row TP linear layer Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Interpret linear+RS as row TP linear Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Add Userbuffers support for FP8 row TP linear layer Assumes FP8 RS, which is not a good assumption. Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Debug bug with incorrect bias pointers in UB GEMM Bias pointers are not properly offset for different data chunks. Also removed logic for FP8 RS. Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Add Userbuffers support for linear dgrad Test passes with row TP, fails with col TP. Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Add Userbuffers support for linear wgrad Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Add support for grad bias Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Fused cast-transpose-dbias Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Support case where wgrad is optional Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Expand documentation Signed-off-by:
Tim Moon <tmoon@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix linter warnings Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Use recently added convenience functions in Float8Tensor Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Respect autograd dtype 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 missing imports Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Respect PyT autocast dtype in bprop Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Fix linter warnings Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Debug merge conflicts 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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- 05 Nov, 2024 3 commits
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Tim Moon authored
* Add layer norm op Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Add FP8 cast op Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Add tests for linear and layernorm with FP8 output Signed-off-by:
Tim Moon <tmoon@nvidia.com> * RMSNorm op Signed-off-by:
Tim Moon <tmoon@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix linter warnings Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Replace LayerNorm module with LayerNorm op Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Replace RMSNorm module with RMSNorm op Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Add AMP support Signed-off-by:
Tim Moon <tmoon@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Do not save autograd context if grad mode is disabled Debugging ONNX export tests. Signed-off-by:
Tim Moon <tmoon@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Forward args in pre_forward func to base op class Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Update to use QuantizedTensor class Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Apply suggestions from code review Co-authored-by:
Przemyslaw Tredak <ptrendx@gmail.com> Signed-off-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Review suggestions from @ptrendx Rename "CastFloat8" op to "Quantize". Add more fine-grained control for SM margin. Add docs for legacy sequence_parallel kwarg. Signed-off-by:
Tim Moon <tmoon@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix linter warnings Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Use weight dtype as default compute dtype Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Fix linter warnings Signed-off-by:
Tim Moon <tmoon@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by:
Tim Moon <tmoon@nvidia.com> Signed-off-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by:
Przemyslaw Tredak <ptrendx@gmail.com>
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Tim Moon authored
* Debug checkpointing with operation-based API 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 * Store checkpoint FP8 state on CPU Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Fix bug where linear op was saving params multiple times Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Fix linter warnings 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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Tim Moon authored
* Debug CUDA graph support with operation-based API Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Refactoring CUDA graph tests Signed-off-by:
Tim Moon <tmoon@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Review suggestions from @ptrendx Return default recipe from FP8GlobalStateManager.get_fp8_recipe if needed. Expand error message when failing to load FP8 state after capturing CUDA graph. Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Avoid unnecessary recursion when saving/loading FP8 state Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Fix circular import Signed-off-by:
Tim Moon <tmoon@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- 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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