- 07 Jun, 2025 1 commit
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Kirthi Shankar Sivamani authored
Remove extra include Signed-off-by:Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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- 06 Jun, 2025 1 commit
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Phuong Nguyen authored
* refactor the multi_stream utils + implement nvte_multi_tensor_quantize in TE/Common * implement GroupedQuantizer and grouped_quantize in jaxx * fix logical_axes_names for transpose tensor in ScaledTensor Signed-off-by:
Phuong Nguyen <phuonguyen@nvidia.com> --------- Signed-off-by:
Phuong Nguyen <phuonguyen@nvidia.com> Co-authored-by:
Hua Huang <huah@nvidia.com> Co-authored-by:
Ming Huang <mingh@nvidia.com>
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- 05 Jun, 2025 1 commit
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Kirthi Shankar Sivamani authored
* Fix NVTE_FRAMEWORK=all Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * fix Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Fix Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Workflow tests and fixes Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Fix jax install Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Fix Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Update dep Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Add numpy Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Add dep Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> --------- Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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- 03 Jun, 2025 1 commit
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jberchtold-nvidia authored
Fix NVTETensor leak in attention.cpp Signed-off-by:Jeremy Berchtold <jberchtold@nvidia.com>
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- 29 May, 2025 1 commit
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Przemyslaw Tredak authored
* Changed the Tensor allocation strategy Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * Fixes Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * Disable debug flag Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix the double free error Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * Fixed pyTorch recipe extension Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * Fix Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * Hide TensorAllocator and fix the usage in LayerNorm Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Cleaning Signed-off-by:
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Przemek Tredak <ptredak@nvidia.com> * Fix permutation Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> --------- Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
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- 05 May, 2025 1 commit
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jberchtold-nvidia authored
* Enforce input sharding of norm primitive does not shard hidden dim Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> * Fix partitioning issue in dact primitive causing NaN and add better shape checks before calling TE API Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> * Move dact shape assertion from cpp to python Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> --------- Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com>
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- 29 Apr, 2025 1 commit
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jberchtold-nvidia authored
* Update test_helper.py and add QuantizeConfig class for CurrentScaling Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> * WIP distributed current scaling Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> * Distributed Current Scaling (debugging). Distributed implementation with replicated scale_inv works for layernorm_mlp but feels like a hack Has different per-device scale_inv values, but jax.debug.print only shows one of them. Since we're telling JAX/XLA that this scale is replicated, I think it assumes all the values are equal. However, it doesn't actually check this, so it seems we are able to get away with per-device scales for current scaling but I am not sure how stable this will be and may randomly fail if us or the user changes partitioning at all or if XLA decides to actually act on the assumption that all these scale_invs are the same. Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> * Implement distributed current scaling by computing a global amax and scale before quantization Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> * Add encoder and mnist tests for current scaling Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> * Add primitive prefix to shardy unique_vars to prevent factor conflicts when performing unfused primitives for current scaling Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> * Remove scale_shape primitive arg that is no longer used Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> * Format Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> * Fix expected result on multiprocessing encoder test Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> * Lint fix Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> * Update multiprocessing current scaling tolerances Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> * Uncomment test case that was disabled for testing Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> * Remove commented out debug line Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> --------- Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com>
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- 24 Apr, 2025 1 commit
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jberchtold-nvidia authored
Introduce nvte_memset to provide a fill kernel that is faster than cudaMemsetAsync for small sizes (#1716) * nvte_memset fills single float value Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> * Support larger sizes than a single value and add tests Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> --------- Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com>
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- 22 Apr, 2025 1 commit
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jberchtold-nvidia authored
* [JAX-Q] Single GPU current scaling for JAX Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> * Fix scale check dtype for MXFP8 scales affecting tests using assert_bitwise_scaled_tensors Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> * Address comments Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> * Remove cast to fp32 for norm primitives now that zero-centered gamma dtype issue is fixed Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> * Fix lint issue Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> * Remove unnecessary cast to fp32 Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> * Lint Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com> --------- Signed-off-by:
Jeremy Berchtold <jberchtold@nvidia.com>
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- 18 Apr, 2025 1 commit
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Kirthi Shankar Sivamani authored
* Move jaxx cuda kernels to core Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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- 14 Apr, 2025 1 commit
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Hua Huang authored
* New GroupedGemmPrimitive using variadic args * Remove squeeze() to reduce D2D memcpy * Revert to the list append fashion to simplify code --------- Signed-off-by:
Hua Huang <huah@nvidia.com> Co-authored-by:
Phuong Nguyen <phuonguyen@nvidia.com>
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- 09 Apr, 2025 1 commit
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Phuong Nguyen authored
* scaling enum abstract * rm NVTE_ from ScalingMode names * rework scaling mode enum in grouped gemm * fix norm sharding --------- Signed-off-by:Phuong Nguyen <phuonguyen@nvidia.com>
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- 07 Apr, 2025 1 commit
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Phuong Nguyen authored
* rm no scaling enum Signed-off-by:
Phuong Nguyen <phuonguyen@nvidia.com> * update jax enum Signed-off-by:
Phuong Nguyen <phuonguyen@nvidia.com> --------- Signed-off-by:
Phuong Nguyen <phuonguyen@nvidia.com>
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- 04 Apr, 2025 1 commit
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Phuong Nguyen authored
* rename QuantizeAxis to QuantizeLayout, get_layout to get_data_layout, q_axis to q_layout * add fatten_axis option * added gated act to test encoder * sharding constraint fixes * fix padding when flattening first dim needs to be padded * update test sizes so that padding is tested * rm output sharding as it can be done in the flax module * sharding scale_inv for mxfp8 --------- Signed-off-by:Phuong Nguyen <phuonguyen@nvidia.com>
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- 01 Apr, 2025 1 commit
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Phuong Nguyen authored
* refactor + mxfp8 * added grouped gemm * rename linear to dense * added cublas init phase for groupedGemm * relax the tol of test encoder multiprocessing mxfp8 by 0.001 Signed-off-by:
Phuong Nguyen <phuonguyen@nvidia.com> --------- Signed-off-by:
Phuong Nguyen <phuonguyen@nvidia.com> Co-authored-by:
Hua Huang <huah@nvidia.com> Co-authored-by:
Jeremy Berchtold <jberchtold@nvidia.com>
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- 18 Mar, 2025 1 commit
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Charlene Yang authored
* add paged attention; test_kv_cache_accuray and test_paged_attn pass Signed-off-by:
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- 04 Mar, 2025 1 commit
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Kshitij Lakhani authored
* Expose only required symbols from libtransformer_engine.so during linking for pytorch Signed-off-by:
Kshitij Janardan Lakhani <klakhani@nvidia.com> * Augment libtransformer_engine.version for jax compatibility Signed-off-by:
Kshitij Janardan Lakhani <klakhani@nvidia.com> * Augment the libtransformer_engine.version to ensure compatibility with CPP tests Remove getenv from the .version file Combine system.cpp and system.h Signed-off-by:
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Tim Moon <4406448+timmoon10@users.noreply.github.com> Signed-off-by:
Kshitij Lakhani <33047503+KshitijLakhani@users.noreply.github.com> --------- Signed-off-by:
Kshitij Janardan Lakhani <klakhani@nvidia.com> Signed-off-by:
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Tim Moon <4406448+timmoon10@users.noreply.github.com>
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- 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:
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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:
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Reese Wang <rewang@nvidia.com> * Add segment_ids/pos check Signed-off-by:
Reese Wang <rewang@nvidia.com> * Fixup Signed-off-by:
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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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- 07 Feb, 2025 1 commit
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Przemek Tredak authored
Signed-off-by:Przemek Tredak <ptredak@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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- 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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- 14 Dec, 2024 1 commit
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Phuong Nguyen authored
* softmax custom calls with correct encapsulates * rm jax deprecated features --------- Signed-off-by:Phuong Nguyen <phuonguyen@nvidia.com>
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- 12 Dec, 2024 1 commit
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Phuong Nguyen authored
* fix ctx.aval_out indexing for workspace * add cudnn init to prepare phase of norm custom calls * add thread_local for norm registry instance --------- Signed-off-by:Phuong Nguyen <phuonguyen@nvidia.com>
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- 06 Dec, 2024 1 commit
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Phuong Nguyen authored
* cuDNN normalization integration * TE Norm refactor * TE Norm APIs changes. --------- Signed-off-by:
Phuong Nguyen <phuonguyen@nvidia.com> Co-authored-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com>
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- 13 Nov, 2024 1 commit
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Jennifer Zhou authored
fix an int conversion error Signed-off-by:Jennifer Zhou <jennifer@jezh.me>
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- 12 Nov, 2024 1 commit
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Hua Huang authored
* FFI for all softmax functions Signed-off-by:
Hua Huang <huah@nvidia.com> * FFI for FusedAttnBackward and Dequantize FusedAttnBackward passed all testes in test_fused_attn.py. Dequantize is not used currently; finish it for completeness. Signed-off-by:
Hua Huang <huah@nvidia.com> * Fix FusedAttnBackward FFI pybind & simplify 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 * Revert changes to tests/jax/test_fused_attn.py Signed-off-by:
Hua Huang <huah@nvidia.com> --------- Signed-off-by:
Hua Huang <huah@nvidia.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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- 07 Nov, 2024 1 commit
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Phuong Nguyen authored
* added prepare phase for the FusedAttnForwardFFI * enabled FusedAttnForwardFFI by default * moved prepare phase into pybind --------- Signed-off-by:Phuong Nguyen <phuonguyen@nvidia.com>
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- 06 Nov, 2024 1 commit
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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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- 04 Nov, 2024 1 commit
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Hua Huang authored
* Add LayerNormForwardFFI(); add FFI calls in Python Signed-off-by:
Hua Huang <huah@nvidia.com> * Add FFI for RMS norm, all tests passed Signed-off-by:
Hua Huang <huah@nvidia.com> * Simplify layer & RMS norm FFI calls 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 * Simplify tensor size calculations 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 --------- Signed-off-by:
Hua Huang <huah@nvidia.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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- 31 Oct, 2024 1 commit
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Phuong Nguyen authored
* lowering a dict of attrs * improve err message with line and func info * implement a product() for ffi dimensions --------- Signed-off-by:Phuong Nguyen <phuonguyen@nvidia.com>
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- 30 Oct, 2024 1 commit
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Michael Goldfarb authored
Consolidate FFI and old descriptor impleemntation for fused attention. Signed-off-by:
Michael Goldfarb <mgoldfarb@nvidia.com> Co-authored-by:
Phuong Nguyen <36155692+phu0ngng@users.noreply.github.com>
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- 24 Oct, 2024 1 commit
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Hua Huang authored
[JAX] XLA Custom Calls with FFI for FusedAttnFwd, Quantize, Transpose, ActLuFP8, LayerNormForwardFP8FFI, and LayerNormBackwardFFI (#1263) * Add TransposeFFI, test passed Signed-off-by:
Hua Huang <huah@nvidia.com> * Add ActLuFP8FFI; fix TransposeFFI Signed-off-by:
Hua Huang <huah@nvidia.com> * Add QuantizeFFI Signed-off-by:
Hua Huang <huah@nvidia.com> * Add FusedAttnForwardFFI and some unit tests 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 * Minor fix Signed-off-by:
Hua Huang <huah@nvidia.com> * Add LayerNormForwardFP8FFI & LayerNormBackwardFFI 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 * Revise FusedAttnForwardFFI() 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 * Add FFI_CudaGraph_Traits All tests passed, ready for merge Signed-off-by:
Hua Huang <huah@nvidia.com> * Bug fix for FFI data type mismatch Also add a safeguard on the entrance to FFI function Signed-off-by:
Hua Huang <huah@nvidia.com> --------- Signed-off-by:
Hua Huang <huah@nvidia.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
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- 22 Oct, 2024 1 commit
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Michael Goldfarb authored
* Use 64-bit offsets for cuDNN 9.5+ * Align workspace tensors to 16B. * Fix bug where std::accumulate overflowed on large tensor shapes. * Only support 64-bit offsets on arbitrary sequence length fp16 backend. Signed-off-by:Michael Goldfarb <mgoldfarb@nvidia.com>
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- 17 Oct, 2024 1 commit
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Phuong Nguyen authored
* register CmdBufferCompatible traits via C++ API * renamed FFI_Traits * use register_ffi_target() --------- Signed-off-by:Phuong Nguyen <phuonguyen@nvidia.com>
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- 10 Oct, 2024 1 commit
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Hua Huang authored
* Expose JAX sliding window attn API 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 * No SWA in context parallel; fix RNG seed in test Signed-off-by:
Hua Huang <huah@nvidia.com> * Handle SAW API discrepancy in cuDNN and Python 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 * Add SAW API for flax, all tests passed Will update tests/jax/test_praxis_layers.py next 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 * Update test_praxis_layers.py for SWA, test passed Signed-off-by:
Hua Huang <huah@nvidia.com> * Use tuple window_size; update for PR #1212 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 * Add and adjust some pytest.skip 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 * Revised following Reese Wang's comments Still need further debugging: FAILED test_fused_attn.py::TestFusedAttn::test_backward[NO_SWA-DROP_0.0-4-128-256-16-16-64-BF16-CROSS-KV_PACKED-NO_MASK-NO_BIAS] - AssertionError: FAILED test_fused_attn.py::TestFusedAttn::test_backward[NO_SWA-DROP_0.0-4-128-256-16-16-64-BF16-CROSS-KV_PACKED-NO_MASK-POST_SCALE_BIAS-1HSS] - AssertionError: FAILED test_fused_attn.py::TestFusedAttn::test_backward[NO_SWA-DROP_0.0-4-128-256-16-16-64-BF16-CROSS-SEPARATE-NO_MASK-NO_BIAS] - AssertionError: FAILED test_fused_attn.py::TestFusedAttn::test_backward[NO_SWA-DROP_0.0-4-128-256-16-16-64-BF16-CROSS-SEPARATE-NO_MASK-POST_SCALE_BIAS-1HSS] - AssertionError: These errors does not exist in the previous commit 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 * Fix no-SWA test case errors in previous commit Signed-off-by:
Hua Huang <huah@nvidia.com> * Add Padding mask w/ sliding windows sanity tests Signed-off-by:
Reese Wang <rewang@nvidia.com> * Use float32 for the reference code softmax calculation Signed-off-by:
Reese Wang <rewang@nvidia.com> --------- Signed-off-by:
Hua Huang <huah@nvidia.com> Signed-off-by:
Reese Wang <rewang@nvidia.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by:
Reese Wang <rewang@nvidia.com>
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- 17 Sep, 2024 1 commit
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Michael Goldfarb authored
Implementation of context parallel fused attention using all-gather. Signed-off-by:Michael Goldfarb <mgoldfarb@nvidia.com>
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- 14 Aug, 2024 2 commits
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Reese Wang authored
* Propagate sm_margin to the underly layernorm kernels --------- Signed-off-by:
Reese Wang <rewang@nvidia.com> Co-authored-by:
Phuong Nguyen <36155692+phu0ngng@users.noreply.github.com>
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Phuong Nguyen authored
* implemented custom call with ffi in csrc * moved headers of misc to misc.h, add ffi.h * ActLu and DActLu lowering with ffi_lowering * CastTranspose with ffi_lowering * enabled cudaGraph * added 4d input test case to TestActivationLu * added operand_output_aliases for CastTranspose * added env var NVTE_JAX_WITH_FFI, default value = 1 * replace casting ActivationEnum by taking its value --------- Signed-off-by:Phuong Nguyen <phuonguyen@nvidia.com>
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- 08 Aug, 2024 1 commit
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Reese Wang authored
* Support non-deterministic algo Signed-off-by:
Reese Wang <rewang@nvidia.com> * Refine the helper function name Signed-off-by:
Reese Wang <rewang@nvidia.com> * Move fixture to conftest.py Signed-off-by:
Reese Wang <rewang@nvidia.com> --------- Signed-off-by:
Reese Wang <rewang@nvidia.com> Co-authored-by:
Phuong Nguyen <36155692+phu0ngng@users.noreply.github.com>
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- 06 Aug, 2024 1 commit
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Reese Wang authored
* Support actlen = 0 after cuDNN 9.3.0 Signed-off-by:
Reese Wang <rewang@nvidia.com> * Add runtime_segment < max_segment tests Signed-off-by:
Reese Wang <rewang@nvidia.com> --------- Signed-off-by:
Reese Wang <rewang@nvidia.com>
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