- 12 Feb, 2026 1 commit
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Kim, Jin (Jay@SKT) authored
* Add sigmoid GLU Signed-off-by:
Kim, Jin <jinn.kim@sk.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by:
Kim, Jin <jinn.kim@sk.com> * Add test for GLU 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 incorrect reshape Signed-off-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com> * Apply suggestion from @timmoon10 Signed-off-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com> * Add omitted tests for GLU op Signed-off-by:
Kim, Jin <jinn.kim@sk.com> * Add GLU activation type support in JAX extension Signed-off-by:
Kim, Jin <jinn.kim@sk.com> * [PyTorch] Add Sigmoid activation for GLU support in numerics test (#2656) Signed-off-by:
Kim, Jin <jinn.kim@sk.com> --------- Signed-off-by:
Kim, Jin <jinn.kim@sk.com> Signed-off-by:
Tim Moon <tmoon@nvidia.com> Signed-off-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by:
Tim Moon <tmoon@nvidia.com> Co-authored-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com>
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- 23 Jan, 2026 1 commit
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Teddy Do authored
* Use correct block size for workspace in row id map creation, also shard workspace correctly based on 2nd dim of routing_map/row_id map Signed-off-by:
DoubleCheeseCheetos <hanhdp99@gmail.com> * reduce size of largest test case on single_GPU scenario to fit on L40 and A100 in CI line up Signed-off-by:
tdophung <hanhdp99@gmail.com> --------- Signed-off-by:
DoubleCheeseCheetos <hanhdp99@gmail.com> Signed-off-by:
tdophung <hanhdp99@gmail.com> Co-authored-by:
DoubleCheeseCheetos <hanhdp99@gmail.com>
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- 22 Jan, 2026 3 commits
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Sudhakar Singh authored
* SWA (left, right) with FusedAttention changes cherry-picked from https://github.com/NVIDIA/TransformerEngine/pull/1369 Signed-off-by:
Sudhakar Singh <sudhakars@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix test_kv_cache failures Signed-off-by:
Sudhakar Singh <sudhakars@nvidia.com> * remove unnecessary comments Signed-off-by:
Sudhakar Singh <sudhakars@nvidia.com> * fix some more filter issues, address feedback Signed-off-by:
Sudhakar Singh <sudhakars@nvidia.com> * fix for local test case failures - `bottom_right_diagonal` should be calculated in `fused_attn_fwd` call as well Signed-off-by:
Sudhakar Singh <sudhakars@nvidia.com> * make conditions more accurate Signed-off-by:
Sudhakar Singh <sudhakars@nvidia.com> * add cp tests to test swa (left, right) Signed-off-by:
Sudhakar Singh <sudhakars@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * remove dead code and make conditions better Signed-off-by:
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Sudhakar Singh <sudhakars@nvidia.com> * small er Signed-off-by:
Sudhakar Singh <sudhakars@nvidia.com> * plumb `bottom_right_diagonal` through jax Signed-off-by:
Sudhakar Singh <sudhakars@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * plumb `bottom_right_diagonal` through jax Signed-off-by:
Sudhakar Singh <sudhakars@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add missing fields Signed-off-by:
Sudhakar Singh <sudhakars@nvidia.com> * use proper mask type in CP Signed-off-by:
Sudhakar Singh <sudhakars@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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Teddy Do authored
return tokens_per_experts always Signed-off-by:tdophung <tdophung@nvidia.com>
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jberchtold-nvidia authored
* Fix cb.CUDAOptions usage for Triton 3.6.0 Signed-off-by:
jberchtold-nvidia <158520091+jberchtold-nvidia@users.noreply.github.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Update utils.py Signed-off-by:
jberchtold-nvidia <158520091+jberchtold-nvidia@users.noreply.github.com> * Update utils.py Signed-off-by:
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- 20 Jan, 2026 1 commit
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Charlene Yang authored
* update FE to 1.17 Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * add determinism flag Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * add determinism to test Signed-off-by:
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Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * move bias/dbias/versioning/dropout logic to C API Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Update qa/L0_pytorch_unittest/test.sh make .xml file specific to deterministic tests in qa/ Co-authored-by:
greptile-apps[bot] <165735046+greptile-apps[bot]@users.noreply.github.com> Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * add determinism to Jax extension Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * add determinism to Jax 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 tests/jax/test_fused_attn.py fix typo Co-authored-by:
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Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * minor fixes based on comments Signed-off-by:
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Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix formatting 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/common/fused_attn/fused_attn.cpp fix and/or logic Co-authored-by:
greptile-apps[bot] <165735046+greptile-apps[bot]@users.noreply.github.com> Signed-off-by:
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- 17 Jan, 2026 1 commit
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Tim Moon authored
* Add general C API for setting tensor params Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Implement general accessors for NVTETensor Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Refactor tex swizzling to skip if scales are already swizzled Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Add checks for non-swizzled scales in MXFP8 and NVFP4 kernels Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Support pre-swizzled scales in MXFP8Tensor Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Add tex function to swizzle MXFP8 scales Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Fix bug in inplace swizzle function Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Tweak comments to use "compact/swizzled format" 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 * MXFP8 quantize kernel with pre-swizzled scales Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Expose pre-swizzled scales in modules Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Fix bug in multi-swizzle Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Support MXFP8 gated activations with swizzled scales 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 PyTorch infrastructure for pre-swizzled NVFP4 tensors 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 * Deprecate DSv3-specific quantization logic in C 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 * Remove support for DSv3 compact data from quantizer Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Remove DSv3 compact data format from core lib Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Fix bug in FP8 all-gather Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Fix linter warnings Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Update JAX to use new swizzled scale 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 * Review suggestion from @greptile-apps Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Review 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 * Update C++ swizzle test with swizzled scales API Signed-off-by:
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Tim Moon <tmoon@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Apply suggestions from @greptile-apps Co-authored-by:
greptile-apps[bot] <165735046+greptile-apps[bot]@users.noreply.github.com> Signed-off-by:
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Tim Moon <tmoon@nvidia.com> * Review suggestion from @yaox12 Signed-off-by:
Tim Moon <tmoon@nvidia.com> --------- Signed-off-by:
Tim Moon <tmoon@nvidia.com> Signed-off-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by:
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- 16 Jan, 2026 1 commit
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Teddy Do authored
* initial impl, not tested Signed-off-by:
tdophung <tdophung@nvidia.com> * consolidate different unpermute primitives with with_pad and with_merging_probs booleans. Implement partitioning for all permutation primitives Signed-off-by:
tdophung <tdophung@nvidia.com> * Add distributed test for non-padding permutation Signed-off-by:
tdophung <tdophung@nvidia.com> * fix issues in distributed test for padding permutation. Make common kernel zero intiialize output permuted scales, permuted probs and output tokens Signed-off-by:
tdophung <tdophung@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * revert zeroing in triton common kernel as it is a race condition. Instead, add extra input (aliased wiuth output) buffer to inner primitive of permutation on jax side to pass in zero intitiated buffers done with jnp zeros Signed-off-by:
tdophung <tdophung@nvidia.com> * fix utils to handle input output aliasing in autotuned kernels Signed-off-by:
tdophung <tdophung@nvidia.com> * Clean up comments, and add more comments explaining input output alias in utils Signed-off-by:
tdophung <tdophung@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix lint and greptile comment Signed-off-by:
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tdophung <tdophung@nvidia.com> --------- Signed-off-by:
tdophung <tdophung@nvidia.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
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- 08 Jan, 2026 1 commit
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Teddy Do authored
* Add triton version detection logic, and NVTE_USE_PYTORCH_TRITON knob for jax Signed-off-by:
tdophung <tdophung@nvidia.com> * change build requirements and installation to reflect new option Signed-off-by:
tdophung <tdophung@nvidia.com> * reduce boilerplate comments Signed-off-by:
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tdophung <tdophung@nvidia.com> * fix typo Signed-off-by:
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tdophung <tdophung@nvidia.com> --------- Signed-off-by:
tdophung <tdophung@nvidia.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
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- 02 Jan, 2026 1 commit
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Kirthi Shankar Sivamani authored
Update copyright to include 2026 Signed-off-by:Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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- 31 Dec, 2025 1 commit
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Kshitij Lakhani authored
* Fix incorrect calculation of segment pos from segment ids for thd cases and load balanced cases in from_segment_ids_and_pos. Enforce passing of segment_pos for THD cases and lod balanced cases Signed-off-by:
Kshitij Lakhani <klakhani@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Correct the assert condition Signed-off-by:
Kshitij Lakhani <klakhani@nvidia.com> * Modify fused attn tests to pass new args to from_segment_ids_and_pos() Signed-off-by:
Kshitij Lakhani <klakhani@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Calculate seg ids before pos Signed-off-by:
Kshitij Lakhani <klakhani@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Change the signature for from_segment_ids_and_pos() 2. Add support for THD in from_segment_ids_and_pos() 3. Assert if load balanced segment_ids is passed to generate a segment_pos Signed-off-by:
Kshitij Janardan Lakhani <klakhani@login-eos01.eos.clusters.nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Pass keyword-only args by name Signed-off-by:
Kshitij Janardan Lakhani <klakhani@login-eos01.eos.clusters.nvidia.com> * nit: Fix typo to use seg_ids instead of segment_ids Signed-off-by:
Kshitij Janardan Lakhani <klakhani@login-eos01.eos.clusters.nvidia.com> * nit: Fix comments Signed-off-by:
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- 27 Dec, 2025 1 commit
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xiaoxi-wangfj authored
* [PyTorch] Fuse permute+pad and unpermute+unpad ops for FP8 optimization 1.Fused `moe_permute_with_probs` + `Fp8Padding` and fused `moe_unpermute` + `Fp8Unpadding`, that can remove the explicit padding/unpadding of moe expert, improved performance and reduced peak gpu memory usage. 2.Add tests of fused permute/pad and unpermute/unpad. Signed-off-by:
xiaoxi-wangfj <690912414@qq.com> * [PyTorch/Common] Fuse permute+pad and unpermute+unpad support with_merging_probs Signed-off-by:
xiaoxi-wangfj <690912414@qq.com> * [PyTorch]format code Signed-off-by:
xiaoxi-wangfj <690912414@qq.com> * [Common]perf expert_idx loaded once Signed-off-by:
xiaoxi-wangfj <690912414@qq.com> * fix: pad_offsets can be None Co-authored-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com> Signed-off-by:
xiaoxi-wangfj <690912414@qq.com> * add padding + merging probs bwd support. Not tested Signed-off-by:
tdophung <tdophung@nvidia.com> * Fix garbage initialized act grad Signed-off-by:
tdophung <tdophung@nvidia.com> * all test passing for jax permutation + pad Signed-off-by:
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- 20 Dec, 2025 1 commit
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jberchtold-nvidia authored
[JAX] Remove unused TE DPA module dtype which fixes cuDNN backend detection to properly use input dtypes (#2485) * Remove unused TE DPA module dtype which fixes cuDNN backend detection to properly use input dtypes Signed-off-by:
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Jeremy Berchtold <jberchtold@nvidia.com> Co-authored-by:
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- 19 Dec, 2025 1 commit
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jberchtold-nvidia authored
* Handle meshs set with jax.set_mesh Signed-off-by:
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- 17 Dec, 2025 1 commit
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jberchtold-nvidia authored
* Tutorial for integration te/jax quantization into an existing framework Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> * add todos Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> * support nvfp4 sr rng key, move wrapper module into TE itself, fix bfloat16 cast Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> * update docstrings Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> * Fix QKV proj and out proj in Flax example transformer layer Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> * Use fused attention in quickstart_jax example Signed-off-by:
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Jeremy Berchtold <jberchtold@nvidia.com> * add tutorial to docs Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> * update title Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> * remove unused dtype from TE DPA module Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> * Fix notebook title Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> * Fix lint Signed-off-by:
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- 11 Dec, 2025 1 commit
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Kshitij Lakhani authored
* Unset NVTE_FUSED_RING_ATTENTION_USE_SCAN by default Signed-off-by:
Kshitij Lakhani <klakhani@nvidia.com> * Add TODO Signed-off-by:
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- 10 Dec, 2025 1 commit
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jberchtold-nvidia authored
* Make softmax_type in FFI optional Signed-off-by:
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- 09 Dec, 2025 1 commit
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Teddy Do authored
* branch off of initial permutation jax-triton PR Signed-off-by:
tdophung <tdophung@nvidia.com> * Set 0 as the size of dummy tensors to reduce memory usage. Signed-off-by:
tdophung <tdophung@nvidia.com> * Correct setting of permuted_probs_stride_token, unpermuted_probs_stride_token and unpermuted_probs_stride_expert in unpermutation Signed-off-by:
tdophung <tdophung@nvidia.com> * Implement primitives, wrapper, test for wrapper, edit trit on binding to accomodate scalars Signed-off-by:
tdophung <tdophung@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Change implemementation of VJP functions to match correct pattern. Deduce some static scalar args from shapes of inputs. Accept B, S instead of num_tokens. Change test to use value_and_grad to test vjp funcs properly Signed-off-by:
tdophung <tdophung@nvidia.com> * formatting Signed-off-by:
tdophung <tdophung@nvidia.com> * fix pylint Signed-off-by:
tdophung <tdophung@nvidia.com> * fix test to compare to the correct reference impl. relax 1 tol for grad compare, fix lint the rightway Signed-off-by:
tdophung <tdophung@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix test_permutation to use value_and_grad for reference impl, tighten tols, and add unpermute with probs for token combine bwd rule Signed-off-by:
tdophung <tdophung@nvidia.com> * added forgotten file in prev commit Signed-off-by:
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- 06 Dec, 2025 1 commit
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Kshitij Lakhani authored
* Add generic stripe_height support for load balancing Signed-off-by:
Kshitij Lakhani <klakhani@nvidia.com> * Fix imports in test for deprecated jax.experimental.pjit Signed-off-by:
Kshitij Lakhani <klakhani@nvidia.com> * Add test case for stripe_height greater than 1. Add stripe_height arg to reordering methods Signed-off-by:
Kshitij Janardan Lakhani <klakhani@login-eos01.eos.clusters.nvidia.com> * Add Striped 1 and 4 test cases. Refactor the Load Balancing test case. Fix the incorrect shape in striping inverser reordering Signed-off-by:
Kshitij Janardan Lakhani <klakhani@login-eos01.eos.clusters.nvidia.com> * Modify test code for CP + AG + THD + stripe height greater than 1 Signed-off-by:
Kshitij Janardan Lakhani <klakhani@login-eos01.eos.clusters.nvidia.com> * Add stripe_height arg to fused attn and fused attn fwd API. Add appropriate mask checks for AG+THD+CP and pick BRCM to be executed per rank. Add Fused Attn Primitive for CP + THD +AG + Striping. Add a method to reorder and all gather segment ids and offsets for kv Signed-off-by:
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Kshitij Janardan Lakhani <klakhani@login-eos01.eos.clusters.nvidia.com> * TMP: Throwaway test commit Signed-off-by:
Kshitij Lakhani <klakhani@nvidia.com> * Undoing incorrect rebase/merge leftovers Signed-off-by:
Kshitij Janardan Lakhani <klakhani@login-eos01.eos.clusters.nvidia.com> * TMP: Throwaway test commits Signed-off-by:
Kshitij Janardan Lakhani <klakhani@login-eos01.eos.clusters.nvidia.com> * Add support for calculating q and kv seqlens and offsets per rank for CP+THD+AG+SW+Striped>1 primitive Signed-off-by:
Kshitij Janardan Lakhani <klakhani@login-eos01.eos.clusters.nvidia.com> * Augment jax primitive register code comments Signed-off-by:
Kshitij Janardan Lakhani <klakhani@login-eos01.eos.clusters.nvidia.com> * Fix the array sizes and padding values returned for seqlens and offsets to fit what the fused attn primitive non cp computation Signed-off-by:
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Kshitij Lakhani <klakhani@nvidia.com> * Add backward primitive for CP+THD+AG+Striped>1 Signed-off-by:
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Kshitij Lakhani <klakhani@nvidia.com> * Move stripe_height along with other static args in fused_attn_bwd rule. Fix typo in CP+AG+TH+Striped>1 primitive Signed-off-by:
Kshitij Janardan Lakhani <klakhani@login-preos01.a51.clusters.nvidia.com> * Code clean up: remove older version for calculating seqlens and offsets for CP+AG+THD+striped>1 primitive Signed-off-by:
Kshitij Lakhani <klakhani@nvidia.com> * Add test for CP+THD+AG+Striped>1 Signed-off-by:
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Kshitij Lakhani <klakhani@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Add SWA tests for AG+Striped>1+CP+THD+SWA Signed-off-by:
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Kshitij Lakhani <33047503+KshitijLakhani@users.noreply.github.com> Fix type on fused attn tests Signed-off-by:
Kshitij Janardan Lakhani <klakhani@login-preos01.a51.clusters.nvidia.com> * Fix seqoffsets length to be passed onto FusedAttn primitive as it is b and not b+1 needed by cuDNN Signed-off-by:
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Kshitij Lakhani <klakhani@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Skip THD test cases for CP + AG + Dual chunk. Skip BSHD cases for CP + AG + Striped>1. Correct the layout and shapr parameters passed to the tests Signed-off-by:
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Kshitij Lakhani <klakhani@nvidia.com> * Set num_segments_per_seq defaults to None instead of 0 Signed-off-by:
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Kshitij Lakhani <klakhani@nvidia.com> * Default stripe_size to None instead of 0. Modify stripe_size check for <=0 instead of ==0 Signed-off-by:
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Kshitij Lakhani <klakhani@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Add a deep dive doc for CP+THD+AG+Stripe>1+SWA regarding design considerations and decisions Signed-off-by:
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Kshitij Janardan Lakhani <klakhani@nvidia.com> --------- Signed-off-by:
Kshitij Lakhani <klakhani@nvidia.com> Signed-off-by:
Kshitij Janardan Lakhani <klakhani@login-eos01.eos.clusters.nvidia.com> Signed-off-by:
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- 02 Dec, 2025 1 commit
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Phuong Nguyen authored
* init triton binding with test case/example * added Triton as TE-JAX test dependency * grid with blocksize from autotune Signed-off-by:
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Phuong Nguyen <phuonguyen@nvidia.com>
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- 26 Nov, 2025 1 commit
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Paweł Gadziński authored
* init Signed-off-by:
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Pawel Gadzinski <pgadzinski@nvidia.com> * subtitle --- fix in many files: Signed-off-by:
Pawel Gadzinski <pgadzinski@nvidia.com> * cross entropy _input -> input rename Signed-off-by:
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- 25 Nov, 2025 1 commit
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Phuong Nguyen authored
* allow dp + fsdp and fixed sr_rng_state partitioning Signed-off-by:
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- 21 Nov, 2025 2 commits
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Kshitij Lakhani authored
* Remove unnecessary SWA calculation from _segment_ids_pos_to_seqlens_offsets Signed-off-by:
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Kshitij Lakhani authored
* Make BSHD default for Unfused DPA, DPA and MHA in TE JAX Signed-off-by:
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- 18 Nov, 2025 1 commit
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Paweł Gadziński authored
* fix Signed-off-by:
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Pawel Gadzinski <pgadzinski@nvidia.com> Co-authored-by:
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- 14 Nov, 2025 3 commits
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jberchtold-nvidia authored
* Use TE quant if TE fused act is disabled Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> * Keep existing precision Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> --------- Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com>
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jberchtold-nvidia authored
* Refactor to avoid storing a global quantization config so direct recipe passing works as intended Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> * fix use_split_accumulator for current scaling recipe Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> * fix tests that pass direct recipe and were missing quantize meta set Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> * Revert "fix use_split_accumulator for current scaling recipe" This reverts commit a74ab7df812ec0a069b1bdd208debb93ec25a900. Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> * fix ci failures Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> * Fix amax_history post_init Co-authored-by:
greptile-apps[bot] <165735046+greptile-apps[bot]@users.noreply.github.com> Signed-off-by:
jberchtold-nvidia <158520091+jberchtold-nvidia@users.noreply.github.com> * Update transformer_engine/jax/quantize/quantizer.py Co-authored-by:
greptile-apps[bot] <165735046+greptile-apps[bot]@users.noreply.github.com> Signed-off-by:
jberchtold-nvidia <158520091+jberchtold-nvidia@users.noreply.github.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix ci failures Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> * fix ci issue Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> * address comments Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> * make recipe assertion classes in test_recipe_characteristics not inherit from unittest.TestCase Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> --------- Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> Signed-off-by:
jberchtold-nvidia <158520091+jberchtold-nvidia@users.noreply.github.com> Co-authored-by:
greptile-apps[bot] <165735046+greptile-apps[bot]@users.noreply.github.com> Co-authored-by:
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Paweł Gadziński authored
* fix Signed-off-by:
Pawel Gadzinski <pgadzinski@nvidia.com> * add notes Signed-off-by:
Pawel Gadzinski <pgadzinski@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * small fixes Signed-off-by:
Pawel Gadzinski <pgadzinski@nvidia.com> --------- Signed-off-by:
Pawel Gadzinski <pgadzinski@nvidia.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
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- 13 Nov, 2025 3 commits
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jberchtold-nvidia authored
* Support for checkpointing quantizations Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> * Add jaxpr test for quant checkpoint name Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> * Revert "Support for checkpointing quantizations" This reverts commit f7b784940369d0da2a77c57fa6ea744e883c5832. Signed-off-by:
JAX Toolbox <jax@nvidia.com> * Checkpoint quantizations Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> * lint Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> * revert other files Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> * move checkpointing to VJPs Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> * fix ci failure Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> --------- Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> Signed-off-by:
JAX Toolbox <jax@nvidia.com> Co-authored-by:
JAX Toolbox <jax@nvidia.com>
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Phuong Nguyen authored
* shardy + quantize_layout rework Signed-off-by:
Phuong Nguyen <phuonguyen@nvidia.com> * add assertion for NVFP4 in fused act and fused norm primitive Signed-off-by:
Phuong Nguyen <phuonguyen@nvidia.com> * add assertions Signed-off-by:
Phuong Nguyen <phuonguyen@nvidia.com> --------- Signed-off-by:
Phuong Nguyen <phuonguyen@nvidia.com>
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Phuong Nguyen authored
* swizzle via nvte Signed-off-by:
Phuong Nguyen <phuonguyen@nvidia.com> --------- Signed-off-by:
Phuong Nguyen <phuonguyen@nvidia.com>
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- 10 Nov, 2025 1 commit
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Teddy Do authored
* Changing default activations in MLP, TransformerLayer, dropout rate after FC1 to 0, and return_layernorm_output to False Signed-off-by:
tdophung <tdophung@nvidia.com> * Fixing the failing tests by hard coding arguments to the previous values instead of relying on newer default values Signed-off-by:
tdophung <tdophung@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by:
tdophung <tdophung@nvidia.com> Co-authored-by:
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- 07 Nov, 2025 3 commits
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Kshitij Lakhani authored
* Default to fused attention in JAX DPA Signed-off-by:
Kshitij Lakhani <klakhani@nvidia.com> * Consolidate documentation for DPA in JAX Co-authored-by:
greptile-apps[bot] <165735046+greptile-apps[bot]@users.noreply.github.com> Signed-off-by:
Kshitij Lakhani <33047503+KshitijLakhani@users.noreply.github.com> * Correctly update the documentation for defaults in JAX DPA Co-authored-by:
greptile-apps[bot] <165735046+greptile-apps[bot]@users.noreply.github.com> Signed-off-by:
Kshitij Lakhani <33047503+KshitijLakhani@users.noreply.github.com> --------- Signed-off-by:
Kshitij Lakhani <klakhani@nvidia.com> Signed-off-by:
Kshitij Lakhani <33047503+KshitijLakhani@users.noreply.github.com> Co-authored-by:
greptile-apps[bot] <165735046+greptile-apps[bot]@users.noreply.github.com>
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Kirthi Shankar Sivamani authored
* Fix cuDNN backend selection for more case. Add CG as a option as well Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * fix logic Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Fix cuDNN checks Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Add more checks Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Fix cuddn version Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Fix error message Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Add check for window size Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> --------- Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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Michael Goldfarb authored
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- 05 Nov, 2025 1 commit
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Paweł Gadziński authored
* fix Signed-off-by:
Pawel Gadzinski <pgadzinski@nvidia.com> * fix Signed-off-by:
Pawel Gadzinski <pgadzinski@nvidia.com> * fix Signed-off-by:
Pawel Gadzinski <pgadzinski@nvidia.com> * fix Signed-off-by:
Pawel Gadzinski <pgadzinski@nvidia.com> --------- Signed-off-by:
Pawel Gadzinski <pgadzinski@nvidia.com>
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- 31 Oct, 2025 1 commit
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jberchtold-nvidia authored
* Fix mesh resource requirement when no mesh Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> * do not require meshresource if all axes are manual axes Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> * remove abstract_mesh is None check Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> --------- Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com>
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- 30 Oct, 2025 1 commit
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Kshitij Lakhani authored
* Fix: Skip determinism tests for bprop for all sm >=100 Signed-off-by:
Kshitij Lakhani <klakhani@nvidia.com> * Add username to TODO Signed-off-by:
Kshitij Lakhani <klakhani@nvidia.com> * Assert in fused attn bwd pass for sm100+ Signed-off-by:
Kshitij Lakhani <klakhani@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by:
Kshitij Lakhani <klakhani@nvidia.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
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- 28 Oct, 2025 1 commit
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Phuong Nguyen authored
* jax norm + te quant Signed-off-by:
Phuong Nguyen <phuonguyen@nvidia.com> --------- Signed-off-by:
Phuong Nguyen <phuonguyen@nvidia.com>
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- 25 Oct, 2025 1 commit
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Charlene Yang authored
* add max_score for fused/unfused F16 non-CP Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * calculate max per head instead of max over all heads Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix fused attn max_score shape Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * revert FE to github 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 1.15.0-rc Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix merge 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 * reduce ew kernels; fix causal masks; add more 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 fix to 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 * remove logic for flash-attn Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * WIP: add CP support for p2p/a2a/all_gather 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 improvements of implementation/tests Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * WIP: add thd support Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * add thd to UnfusedDPA Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix lint Signed-off-by:
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Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * update to FE 1.15 Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * remove unneeded changes Signed-off-by:
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Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * minor fixes Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * disable thd for unfused until bug is fixed 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 all_gather Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix all gather Signed-off-by:
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Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix all_gather Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * disable fused attn + thd 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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