- 17 Nov, 2025 1 commit
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Kirthi Shankar Sivamani authored
Initial changes to remove pytorch overheads Signed-off-by:Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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- 14 Nov, 2025 3 commits
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Paweł Gadziński authored
* init Signed-off-by:
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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:
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Robin Zhang authored
* reset cudagraph Signed-off-by:
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Robin Zhang <robinz@nvidia.com> Co-authored-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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- 13 Nov, 2025 2 commits
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jberchtold-nvidia authored
* Support for checkpointing quantizations Signed-off-by:
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Evgeny Tsykunov authored
Fix amax computation using output_t data in normalization Signed-off-by:Evgeny <etsykunov@nvidia.com>
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- 12 Nov, 2025 1 commit
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Sudhakar Singh authored
* enable applying rope offsets in backwared Signed-off-by:
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- 11 Nov, 2025 1 commit
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vthumbe1503 authored
* fix for float8 tensor fsdp2 training Signed-off-by:
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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:
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- 07 Nov, 2025 1 commit
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jberchtold-nvidia authored
* Add test to check jaxpr that amax is reused for nvfp4 recipe Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> * Move test to test_helper.py and rename file Signed-off-by:
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- 06 Nov, 2025 1 commit
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Kunlun Li authored
* Make cast_master_weights_to_fp8 compatible with older MCore version Signed-off-by:
kunlunl <kunlunl@nvidia.com> * Rename keep_columnwise to manual_post_all_gather_processing & Optimize unit test Signed-off-by:
kunlunl <kunlunl@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Remove redundant _test_mini_optimizer() 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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- 05 Nov, 2025 1 commit
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Paweł Gadziński authored
* code drop Signed-off-by:
Pawel Gadzinski <pgadzinski@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix Signed-off-by:
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- 04 Nov, 2025 1 commit
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Paweł Gadziński authored
* code drop Signed-off-by:
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- 03 Nov, 2025 1 commit
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Phuong Nguyen authored
* L1 rework Signed-off-by:
Phuong Nguyen <phuonguyen@nvidia.com> * comment out test_multi_process_grouped_gemm for now Signed-off-by:
Phuong Nguyen <phuonguyen@nvidia.com> * rm e5m2 from test norm + MXFP8 Signed-off-by:
Phuong Nguyen <phuonguyen@nvidia.com> --------- Signed-off-by:
Phuong Nguyen <phuonguyen@nvidia.com>
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- 30 Oct, 2025 2 commits
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Kirthi Shankar Sivamani authored
* Fix attention backend and tests for sm120 Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Disable MLA only for backward Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> --------- Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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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:
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- 29 Oct, 2025 1 commit
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vthumbe1503 authored
* changes working Signed-off-by:
Varun Thumbe <vthumbe@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add support for onnx, minor comments Signed-off-by:
Varun Thumbe <vthumbe@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * greptile review comments Signed-off-by:
Varun Thumbe <vthumbe@nvidia.com> * Update transformer_engine/pytorch/transformer.py Co-authored-by:
Przemyslaw Tredak <ptrendx@gmail.com> Signed-off-by:
vthumbe1503 <vthumbe@nvidia.com> * Update transformer_engine/pytorch/module/layernorm_mlp.py Co-authored-by:
Przemyslaw Tredak <ptrendx@gmail.com> Signed-off-by:
vthumbe1503 <vthumbe@nvidia.com> * Update transformer_engine/pytorch/transformer.py Co-authored-by:
Przemyslaw Tredak <ptrendx@gmail.com> Signed-off-by:
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Varun Thumbe <vthumbe@nvidia.com> --------- Signed-off-by:
Varun Thumbe <vthumbe@nvidia.com> Signed-off-by:
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pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by:
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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> * 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> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
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- 23 Oct, 2025 2 commits
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Paweł Gadziński authored
* fix perf issue 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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jberchtold-nvidia authored
* Make SR rng state always 2D (num_devices, 4) Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> * fix pure-jax impl Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> * fix test shape Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> --------- Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com>
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- 22 Oct, 2025 2 commits
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jberchtold-nvidia authored
* [JAX] Support recipe flags for disabling SR, RHT, and 2D quantization Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> * lint Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> * Fix issue with SR state being erased due to pytree handling of NVFP4Quantizer Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> * Add test for SR state preservation across VJP boundaries Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> * Fix sharding of SR rng state Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> * lint Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> * update tolerances slightly now that SR is enabled Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> * lint Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> * Use hashlib for deterministic hashes across runs for SR Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> * rename uses_rht on scaled tensors to has_applied_rht Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> * add assert Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> * Move decision of whether to use RHT into helper.py and add dedicated RHT tests Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> * lint Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> * fix use_rht attr usage Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> * fix pure-jax rht usage criteria Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> * Adjust tolerances after rebase Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> --------- Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com>
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Evgeny Tsykunov authored
* rename experimental -> custom_recipes Signed-off-by:
Evgeny <etsykunov@nvidia.com> * Decouple python base classes (api) Signed-off-by:
Evgeny <etsykunov@nvidia.com> * update test_custom_recipe Signed-off-by:
Evgeny <etsykunov@nvidia.com> * Rename experimental -> custom Signed-off-by:
Evgeny <etsykunov@nvidia.com> * Minor Signed-off-by:
Evgeny <etsykunov@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix import Signed-off-by:
Evgeny <etsykunov@nvidia.com> * Update tests/pytorch/nvfp4/test_nvfp4_rht_quantize_exact.py Co-authored-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> Signed-off-by:
Evgeny Tsykunov <e.tsykunov@gmail.com> * Update tests/pytorch/test_custom_recipe.py Co-authored-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> Signed-off-by:
Evgeny Tsykunov <e.tsykunov@gmail.com> * quantization_base -> quantized_tensor rename Signed-off-by:
Evgeny <etsykunov@nvidia.com> --------- Signed-off-by:
Evgeny <etsykunov@nvidia.com> Signed-off-by:
Evgeny Tsykunov <e.tsykunov@gmail.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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- 21 Oct, 2025 3 commits
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Kunlun Li authored
* Add post-processing API for FP8 primary weights to support CUDA Graph Signed-off-by:
kunlunl <kunlunl@nvidia.com> * Add post-processing support for plain pytorch tensors Signed-off-by:
kunlunl <kunlunl@nvidia.com> * Update type hint Signed-off-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com> --------- Signed-off-by:
kunlunl <kunlunl@nvidia.com> Signed-off-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com> Co-authored-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com>
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Oleg Goncharov authored
* Removed activations from NVFP4 CPP tests. Removed CMake debugging flags Signed-off-by:
Oleg Goncharov <ogoncharov@nvidia.com> * Better wording Signed-off-by:
Oleg Goncharov <ogoncharov@nvidia.com> --------- Signed-off-by:
Oleg Goncharov <ogoncharov@nvidia.com>
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Zhongbo Zhu authored
* pipeclean, fix nvfp4 padding of 32 alignment Signed-off-by:
Zhongbo Zhu <zhongboz@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * numerical test passed Signed-off-by:
Zhongbo Zhu <zhongboz@nvidia.com> * fix CI failure with test_cast_master_weights_to_fp8 (in a hacky way) Signed-off-by:
Zhongbo Zhu <zhongboz@nvidia.com> * found CUDA mis-aligned address error in training in multi-swizzle, hack the vec_load_size to 1 to unblock Signed-off-by:
Zhongbo Zhu <zhongboz@nvidia.com> * leave comments about alignment issue Signed-off-by:
Zhongbo Zhu <zhongboz@nvidia.com> * fused bulk alloc nvfp4 Signed-off-by:
Zhongbo Zhu <zhongboz@nvidia.com> * fix RHT sign mask CPU overhead Signed-off-by:
Zhongbo Zhu <zhongboz@nvidia.com> * fix Signed-off-by:
Zhongbo Zhu <zhongboz@nvidia.com> * resolve comments Signed-off-by:
Zhongbo Zhu <zhongboz@nvidia.com> * Remove incorrect logic that treats 0-D tensor as uninitialized Tensor shape logic still requires treating 0-D tensor as uninitialized. Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Fix invalid conversion from tensor to int Signed-off-by:
Tim Moon <tmoon@nvidia.com> --------- Signed-off-by:
Zhongbo Zhu <zhongboz@nvidia.com> Signed-off-by:
Tim Moon <tmoon@nvidia.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by:
Tim Moon <tmoon@nvidia.com> Co-authored-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com>
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- 20 Oct, 2025 1 commit
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Kirthi Shankar Sivamani authored
* Fix CI failures due to deterministic attention Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * some more cleanup Signed-off-by:
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Kirthi Shankar Sivamani <ksivamani@nvidia.com> --------- Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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- 17 Oct, 2025 2 commits
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Neil Tenenholtz authored
* Fix test of FSDP2 by correcting init logic and applying autocast This fixes multiple issues in the FSDP2 test, namely 1. Previously fp8 init was performed when `args.fp8_init == False`. I have updated the logic to match what I presume was intended by leveraging the nullcontext context manager. 2. `te.fp8_autocast` was previously not called; the recipe was created but was unused. The autocast context manager now wraps the model's computation. Signed-off-by:
Neil Tenenholtz <ntenenz@users.noreply.github.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix typo Signed-off-by:
Neil Tenenholtz <ntenenz@users.noreply.github.com> * Update tests/pytorch/distributed/run_fsdp2_model.py 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 * Fix bug when constructing context for model init Signed-off-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com> --------- Signed-off-by:
Neil Tenenholtz <ntenenz@users.noreply.github.com> Signed-off-by:
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Tim Moon <4406448+timmoon10@users.noreply.github.com>
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Kshitij Lakhani authored
* Fix imports in test for deprecated jax.experimental.pjit 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 * Fix: Pass NamedSharding instead of PartitionSpec to compare_ops() so that when the in and out sharding is used to create a jitted function, it has the mesh info Signed-off-by:
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- 14 Oct, 2025 3 commits
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Kirthi Shankar Sivamani authored
* Initial API change Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Change all imports and api Signed-off-by:
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Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Change internal uses of fp8_autocast Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Address nits Signed-off-by:
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Kirthi Shankar Sivamani <ksivamani@nvidia.com> * CG function, and small test fixes Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Change instances of make_graphed_callables internally Signed-off-by:
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Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Make is_bf16_available public Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * fixes Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * fix tests Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Better docs and better api Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * format Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Apply suggestions from code review Signed-off-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com> * fix nvfp4 test Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> --------- Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> Signed-off-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com> Co-authored-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com>
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Kshitij Lakhani authored
* Add BRCM support when creating a test mask for fused attn Signed-off-by:
Kshitij Lakhani <klakhani@nvidia.com> * Add support for BRCM to correctly generate the mask needed for calculating the seqlens and offsets for THD Signed-off-by:
Kshitij Lakhani <klakhani@nvidia.com> * Skip drop=0 and no_bias case for BRCM as cuDNN does not suport this Signed-off-by:
Kshitij Lakhani <klakhani@nvidia.com> * Skip BRCM test cases where max_seqlen_q > max_seqlen_kv Signed-off-by:
Kshitij Lakhani <klakhani@nvidia.com> * Refactor the segment id run length code for BRCM seqoffset and seqlens calculations Signed-off-by:
Kshitij Lakhani <klakhani@nvidia.com> * Fix the drop inequality skip condition in fused attn Signed-off-by:
Kshitij Lakhani <klakhani@nvidia.com> * nit: Adjust the BRCM id name in the test to make it consistent Signed-off-by:
Kshitij Lakhani <klakhani@nvidia.com> * Fix the brcm mask condition. Fix the condition for cross atnn type pattern to only apply for brcm Change the num segments per sequence to 3 instead of 2 Reduce one test pattern data size and make it such that it triggers brcm 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 * Fix lint errors Signed-off-by:
Kshitij Lakhani <klakhani@nvidia.com> * Fix incorrectly changed dtype to numpy bool_ rather than native python bool Signed-off-by:
Kshitij Lakhani <klakhani@nvidia.com> * Restore the numsegments to earlier value Signed-off-by:
Kshitij Lakhani <klakhani@nvidia.com> * Add example for THD BRCM Signed-off-by:
Kshitij Lakhani <klakhani@nvidia.com> --------- 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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Evgeny Tsykunov authored
* Fix update_quantized in ref nvfp4 quantizer Signed-off-by:
Evgeny <etsykunov@nvidia.com> * Subclass quantization API Signed-off-by:
Evgeny <etsykunov@nvidia.com> * Use recipe.Custom and quantizer factories for reference NVFP4 Signed-off-by:
Evgeny <etsykunov@nvidia.com> * Linter fix Signed-off-by:
Evgeny <etsykunov@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by:
Evgeny <etsykunov@nvidia.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
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- 13 Oct, 2025 1 commit
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Peter St. John authored
Signed-off-by:
Peter St. John <pstjohn@nvidia.com> Co-authored-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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- 09 Oct, 2025 1 commit
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jberchtold-nvidia authored
Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> Co-authored-by:
Phuong Nguyen <phuonguyen@nvidia.com>
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- 08 Oct, 2025 1 commit
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Hua Huang authored
* Try async copy of grouped GEMM group_sizes data Signed-off-by:
Hua Huang <huah@nvidia.com> --------- Signed-off-by:
Hua Huang <huah@nvidia.com> Co-authored-by:
Phuong Nguyen <phuonguyen@nvidia.com>
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- 07 Oct, 2025 1 commit
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vcherepanov-nv authored
Signed-off-by:Vladimir Cherepanov <vcherepanov@nvidia.com>
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- 06 Oct, 2025 1 commit
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Phuong Nguyen authored
* not fuse bias for output all reduction case + unit tests Signed-off-by:
Phuong Nguyen <phuonguyen@nvidia.com> * norm to reduce dgamma along tpsp as well Signed-off-by:
Phuong Nguyen <phuonguyen@nvidia.com> * clean up tests Signed-off-by:
Phuong Nguyen <phuonguyen@nvidia.com> * fix test_distributed_layernorm byte counts Signed-off-by:
Phuong Nguyen <phuonguyen@nvidia.com> * increase tols for jax_gemm Signed-off-by:
Phuong Nguyen <phuonguyen@nvidia.com> --------- Signed-off-by:
Phuong Nguyen <phuonguyen@nvidia.com>
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- 03 Oct, 2025 2 commits
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Jan Bielak authored
* Update to_string(NVTEScalingMode) to include block scaling Signed-off-by:
Jan Bielak <jbielak@nvidia.com> * Add `nvte_swizzle_block_scaling_to_mxfp8_scaling_factors` Signed-off-by:
Jan Bielak <jbielak@nvidia.com> * Convert FP8 block scaling tensors to MXFP8 tensors on Blackwell and newer in GEMM Signed-off-by:
Jan Bielak <jbielak@nvidia.com> * Allow Blackwell and newer in Deepseek recipe compatbility check Signed-off-by:
Jan Bielak <jbielak@nvidia.com> * Allow data_rows % 4 != 0 in 1d kernel Signed-off-by:
Jan Bielak <jbielak@nvidia.com> * Load scaling factors in unswizzled order in 1d kernel Signed-off-by:
Jan Bielak <jbielak@nvidia.com> * Enforce use of power of two scaling Signed-off-by:
Jan Bielak <jbielak@nvidia.com> * Skip the FP8 block scaling exact GEMM test on Blackwell Signed-off-by:
Jan Bielak <jbielak@nvidia.com> * Skip further tests with pow_2_scales=False Signed-off-by:
Jan Bielak <jbielak@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Initial implementation of tensor conversion for grouped gemm Signed-off-by:
Jan Bielak <jbielak@nvidia.com> * Skip non power of two scaling cpp unit tests Signed-off-by:
Jan Bielak <jbielak@nvidia.com> * Fix handling of all gather Signed-off-by:
Jan Bielak <jbielak@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Apply suggestions from code review Co-authored-by:
Copilot <175728472+Copilot@users.noreply.github.com> Signed-off-by:
Jan Bielak <jbielak@nvidia.com> * Use compute capability 10.0 for logic with Blackwell Signed-off-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com> * Apply suggestions from code review Signed-off-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com> --------- Signed-off-by:
Jan Bielak <jbielak@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:
Copilot <175728472+Copilot@users.noreply.github.com> Co-authored-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com>
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vthumbe1503 authored
Signed-off-by:Varun Thumbe <vthumbe@nvidia.com> *Jax integration for clamped swiglu. This is the continuation of PR which added Clamped Swiglu(used in GPT OSS) support in TE along with Pytorch integration. This PR hooks up the clamped swiglu and dswiglu's nvte APIs to TE Jax.
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- 02 Oct, 2025 1 commit
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Tim Moon authored
* Make sure to set usages for linear op quantizers before forward Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Avoid unsupported case for fused dbias+quantize kernel Hopper does not support dbias + FP8 cast without FP8 transpose. Signed-off-by:
Tim Moon <tmoon@nvidia.com> --------- Signed-off-by:
Tim Moon <tmoon@nvidia.com>
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- 01 Oct, 2025 1 commit
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Evgeny Tsykunov authored
* Introduce QuantizerBase Signed-off-by:
Evgeny <etsykunov@nvidia.com> * Expose as a first-class API Signed-off-by:
Evgeny <etsykunov@nvidia.com> * Undo QuantizerBase Signed-off-by:
Evgeny <etsykunov@nvidia.com> * Make Quantizer a base class without implementations Signed-off-by:
Evgeny <etsykunov@nvidia.com> * Support CustomRecipe and CustomRecipeState Signed-off-by:
Evgeny <etsykunov@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Resolving comments: quantize impl, num_quantizers, defaults Signed-off-by:
Evgeny <etsykunov@nvidia.com> * Quantizer factories Signed-off-by:
Evgeny <etsykunov@nvidia.com> * Add tests Signed-off-by:
Evgeny <etsykunov@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * QuantizedTensorBase _get_quantizer() + quantize_() Signed-off-by:
Evgeny <etsykunov@nvidia.com> * Experimental note + LayerNormMLP fix Signed-off-by:
Evgeny <etsykunov@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * tensor._internal -> tensor.base Signed-off-by:
Evgeny <etsykunov@nvidia.com> * Expose Signed-off-by:
Evgeny <etsykunov@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Minor import fix Signed-off-by:
Evgeny <etsykunov@nvidia.com> * Single quantizer factory with roles Signed-off-by:
Evgeny <etsykunov@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * More context for qfactory, fwd/bwd_roles Signed-off-by:
Evgeny <etsykunov@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Minor Signed-off-by:
Evgeny <etsykunov@nvidia.com> * Rename *Base -> *Storage quantized tensors Signed-off-by:
Evgeny <etsykunov@nvidia.com> * make_quantizers() will take roles from the operation Signed-off-by:
Evgeny <etsykunov@nvidia.com> * Improve tests and fix missing imports Signed-off-by:
Evgeny <etsykunov@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Apply suggestions from code review Signed-off-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com> * Merge main followup Signed-off-by:
Evgeny <etsykunov@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by:
Evgeny <etsykunov@nvidia.com> Signed-off-by:
Evgeny Tsykunov <etsykunov@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 <4406448+timmoon10@users.noreply.github.com>
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