- 16 Apr, 2025 1 commit
-
-
Paweł Gadziński authored
* add Signed-off-by:
Pawel Gadzinski <pgadzinski@nvidia.com> * weight workspace fix Signed-off-by:
Pawel Gadzinski <pgadzinski@nvidia.com> * docs fix Signed-off-by:
Pawel Gadzinski <pgadzinski@nvidia.com> * file i forgot 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:
Pawel Gadzinski <pgadzinski@nvidia.com> * lint fix Signed-off-by:
Pawel Gadzinski <pgadzinski@nvidia.com> * Update transformer_engine/debug/pytorch/utils.py Co-authored-by:
Przemyslaw Tredak <ptrendx@gmail.com> Signed-off-by:
Paweł Gadziński <62263673+pggPL@users.noreply.github.com> * setup fix Signed-off-by:
Pawel Gadzinski <pgadzinski@nvidia.com> * setup fix Signed-off-by:
Pawel Gadzinski <pgadzinski@nvidia.com> * Update transformer_engine/pytorch/tensor/_internal/float8_tensor_base.py Co-authored-by:
Przemyslaw Tredak <ptrendx@gmail.com> Signed-off-by:
Paweł Gadziński <62263673+pggPL@users.noreply.github.com> * all tensor types Signed-off-by:
Pawel Gadzinski <pgadzinski@nvidia.com> * fixes Signed-off-by:
Pawel Gadzinski <pgadzinski@nvidia.com> * fixes 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:
Pawel Gadzinski <pgadzinski@nvidia.com> * fixes Signed-off-by:
Pawel Gadzinski <pgadzinski@nvidia.com> * fix 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 * removed check Signed-off-by:
Pawel Gadzinski <pgadzinski@nvidia.com> * move error Signed-off-by:
Pawel Gadzinski <pgadzinski@nvidia.com> * _reset Signed-off-by:
Pawel Gadzinski <pgadzinski@nvidia.com> * Update transformer_engine/pytorch/module/linear.py Co-authored-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com> Signed-off-by:
Paweł Gadziński <62263673+pggPL@users.noreply.github.com> * name documentation Signed-off-by:
Pawel Gadzinski <pgadzinski@nvidia.com> * added blockwise quantizer 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:
Pawel Gadzinski <pgadzinski@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * make debug option optional Signed-off-by:
Pawel Gadzinski <pgadzinski@nvidia.com> * Update transformer_engine/pytorch/tensor/quantized_tensor.py Co-authored-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com> Signed-off-by:
Paweł Gadziński <62263673+pggPL@users.noreply.github.com> * names fix Signed-off-by:
Pawel Gadzinski <pgadzinski@nvidia.com> --------- Signed-off-by:
Pawel Gadzinski <pgadzinski@nvidia.com> Signed-off-by:
Paweł Gadziński <62263673+pggPL@users.noreply.github.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by:
Przemyslaw Tredak <ptrendx@gmail.com> Co-authored-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com>
-
- 15 Apr, 2025 2 commits
-
-
Li Tao authored
* support adam bf16 state Signed-off-by:
XiaobingSuper <xiaobingzhangupc@gmail.com> * use fp32 kernel but keep bf16 optimizer states to save memory Signed-off-by:
lit <lit@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by:
XiaobingSuper <xiaobingzhangupc@gmail.com> Signed-off-by:
lit <lit@nvidia.com> Co-authored-by:
XiaobingSuper <xiaobingzhangupc@gmail.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>
-
Paweł Gadziński authored
* fix Signed-off-by:
Pawel Gadzinski <pgadzinski@nvidia.com> * added test 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 * test change Signed-off-by:
Pawel Gadzinski <pgadzinski@nvidia.com> * changed the test 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 --------- Signed-off-by:
Pawel Gadzinski <pgadzinski@nvidia.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
-
- 14 Apr, 2025 5 commits
-
-
Jianbin Chang authored
* Add fp8 weight transpose cache check in backward, and regenerated it if it does not exist Signed-off-by:
jianbinc <shjwudp@gmail.com> * Properly handle fsdp shard model weight input. Signed-off-by:
jianbinc <shjwudp@gmail.com> * move Float8Tensor to QuantizedTensor in cast_master_weights_to_fp8 UT Signed-off-by:
jianbinc <shjwudp@gmail.com> * handle Float8TensorBase issue Signed-off-by:
jianbinc <shjwudp@gmail.com> * fix bug in activation recompute Signed-off-by:
jianbinc <shjwudp@gmail.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by:
jianbinc <shjwudp@gmail.com> Co-authored-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com>
-
Tim Moon authored
* Avoid unnecessary tensor usages when caching for linear op backward Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Debug test failure Signed-off-by:
Tim Moon <tmoon@nvidia.com> --------- Signed-off-by:
Tim Moon <tmoon@nvidia.com>
-
Xin Yao authored
* Enable MXFP8 and Per-Tensor Current Scaling for Grouped Linear Signed-off-by:
Xin Yao <xiny@nvidia.com> * enable float8blockwise Signed-off-by:
Xin Yao <xiny@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * update Signed-off-by:
Xin Yao <xiny@nvidia.com> * remove grouped linear parallel mode test Signed-off-by:
Xin Yao <xiny@nvidia.com> * update test Signed-off-by:
Xin Yao <xiny@nvidia.com> * resolve comments Signed-off-by:
Xin Yao <xiny@nvidia.com> * internal=False for now Signed-off-by:
Xin Yao <xiny@nvidia.com> * remove unused import Signed-off-by:
Xin Yao <xiny@nvidia.com> --------- Signed-off-by:
Xin Yao <xiny@nvidia.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
-
Autumn1998 authored
* add support for new recipe on permute_fusion, rm fp unpermute Signed-off-by:
tongliu <tongliu@nvidia.com> * fix lint Signed-off-by:
Xin Yao <xiny@nvidia.com> * remove fp8 from index map Signed-off-by:
Xin Yao <xiny@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * skip unsupported tests Signed-off-by:
Xin Yao <xiny@nvidia.com> --------- Signed-off-by:
tongliu <tongliu@nvidia.com> Signed-off-by:
Xin Yao <xiny@nvidia.com> Co-authored-by:
tongliu <tongliu@nvidia.com> Co-authored-by:
Xin Yao <xiny@nvidia.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
-
Selvaraj Anandaraj authored
* Added attention activation offloading support for TE v2.0 Signed-off-by:
Selvaraj Anandaraj <selvaraja@login-ptyche02.ptyche.clusters.nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by:
Selvaraj Anandaraj <selvaraja@login-ptyche02.ptyche.clusters.nvidia.com> Co-authored-by:
Selvaraj Anandaraj <selvaraja@login-ptyche02.ptyche.clusters.nvidia.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by:
Paweł Gadziński <62263673+pggPL@users.noreply.github.com>
-
- 11 Apr, 2025 1 commit
-
-
Tim Moon authored
* Add option to cache activation input in FP8 Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Avoid casting to FP8 transpose Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Skip input caching if device is not supported Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Add documentation that FP8 input caching is experimental Signed-off-by:
Tim Moon <tmoon@nvidia.com> --------- Signed-off-by:
Tim Moon <tmoon@nvidia.com>
-
- 10 Apr, 2025 1 commit
-
-
kwyss-nvidia authored
* Add GEMM logic for blockwise quantized tensors. GEMM test cases included in pytorch integration. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Update NVTE_BLOCK_SCALING for GEMM. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Gate feature on CUDA 12.9 Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Gemm typo. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Remove unecessary type converter change. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Reflect epilogue availability and test supported epilogues. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * GEMM simplifications from recipe branch. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Format py code. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Update GEMM DGelu tests to match support depending on output dtype. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Force pow2Scales in GEMM Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Add GEMM test to pytorch test suite. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Add copyright to GEMM test. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Update import for GEMM test. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Add license. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Update test gemm supported predicate. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Use sgemm like interfaces and naming. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Rewrite GEMM comment. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * MR Feedback. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Recipe setup for Linear modules. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Use 12.9 feature test. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Run against tensor dumps from internal library. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Update FIXME to TODO with linked issue. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Update full recompute feature to save recipe. The recompute context uses the same recipe and fp8 settings as the original fwd pass. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * MR Feedback. Avoid reusing quantizer objects. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Update logic in module. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Format py. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Update for PP bug. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Update test numerics. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Update force_power_of_2 scales in the recipe. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Update usage method to satisfy upstream changes. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * fix subchannel recipe in distributed test with bf16 gather Signed-off-by:
zhongboz <zhongboz@nvidia.com> * Edit and cleanup BF16 gather code. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Update test import. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * support columnwise only mode to 1D quantize kernel Signed-off-by:
zhongboz <zhongboz@nvidia.com> * Format and move enum Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Skip alloc. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * try async bf16 gather Signed-off-by:
zhongboz <zhongboz@nvidia.com> * Format python code. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Document and type code. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Update pytorch lint errors. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Dont set high precision dtype. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Add test for sanity and CG; fix CG for sequential? Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Keep make_quantizers API stable Update num_quantizers instead to pass cuda_graph tests. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Fix import name. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Rename recipe method. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Skip grouped linear sanity test. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Set usage before BF16 gather. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * refactor for nvte_quantize_v2 Signed-off-by:
zhongboz <zhongboz@nvidia.com> * Format code. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Cleanup nvte_quantize_v2 Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Test fp32 scales. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Disable CUDA graph. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Simplify layernorm linear Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Cleanup layernorm linear. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * LayerNorm linear bwd gather logic. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Communication updates. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Update transformer_engine/pytorch/ops/op.py Apply MR comment change. Co-authored-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com> Signed-off-by:
kwyss-nvidia <kwyss@nvidia.com> * Lint fix. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * MR feedback. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Enable cuda graph tests. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Reduce chance of spurious failure and reword. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Review suggestions from @timmoon10 Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Update CPP tests. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Update common.h Signed-off-by:
Xin Yao <yaox12@outlook.com> * Update test_float8blockwisetensor.py Signed-off-by:
Xin Yao <yaox12@outlook.com> --------- Signed-off-by:
Keith Wyss <kwyss@nvidia.com> Signed-off-by:
zhongboz <zhongboz@nvidia.com> Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> Signed-off-by:
kwyss-nvidia <kwyss@nvidia.com> Signed-off-by:
Tim Moon <tmoon@nvidia.com> Signed-off-by:
Xin Yao <yaox12@outlook.com> Co-authored-by:
zhongboz <zhongboz@nvidia.com> Co-authored-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> Co-authored-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:
Xin Yao <yaox12@outlook.com>
-
- 09 Apr, 2025 2 commits
-
-
Tim Moon authored
* Debug checkpointing with te.Sequential Signed-off-by:
Tim Moon <tmoon@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by:
Tim Moon <tmoon@nvidia.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
-
Tim Moon authored
Explicitly specify quantized tensor usages needed for linear op backward Signed-off-by:Tim Moon <tmoon@nvidia.com>
-
- 08 Apr, 2025 1 commit
-
-
vasunvidia authored
* Use dummy wgrads for lower memory consumption Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> Signed-off-by:
Vasudevan Rengasamy <vrengasamy@nvidia.com> * Bug fix to avoid sharing gradients. Signed-off-by:
Vasudevan Rengasamy <vrengasamy@nvidia.com> * Disable automatic use of batch_p2p_comm for CP2 Signed-off-by:
Vasudevan Rengasamy <vrengasamy@nvidia.com> * Change weight to origin_weight for LN_LINEAR Signed-off-by:
Vasudevan Rengasamy <vrengasamy@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by:
Vasudevan Rengasamy <vrengasamy@nvidia.com> --------- Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> Signed-off-by:
Vasudevan Rengasamy <vrengasamy@nvidia.com> Co-authored-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com>
-
- 07 Apr, 2025 3 commits
-
-
Jianbin Chang authored
Support fp8 primary weight in fsdp training Signed-off-by:
jianbinc <shjwudp@gmail.com> Co-authored-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com>
-
Xin Yao authored
* fix cpp warning Signed-off-by:
Xin Yao <xiny@nvidia.com> * more fix Signed-off-by:
Xin Yao <xiny@nvidia.com> --------- Signed-off-by:
Xin Yao <xiny@nvidia.com>
-
Xin Yao authored
* refactor to add cp support for sbhd/bshd Signed-off-by:
Xin Yao <xiny@nvidia.com> * support interleaved Signed-off-by:
Xin Yao <xiny@nvidia.com> * format Signed-off-by:
Xin Yao <xiny@nvidia.com> * add interleaved to RotaryPositionEmbedding in test Signed-off-by:
Xin Yao <xiny@nvidia.com> * update Signed-off-by:
Xin Yao <xiny@nvidia.com> * merge sbhd/bshd and thd functions Signed-off-by:
Xin Yao <xiny@nvidia.com> --------- Signed-off-by:
Xin Yao <xiny@nvidia.com>
-
- 04 Apr, 2025 3 commits
-
-
kwyss-nvidia authored
* Blockwise float8 quantizer and quantized tensor class. The classes are configurable for 128x128 blocksize and 1x128 blocksize via setting block_scaling_dim == 2,1 respectively. Scale tensors are stored in a format emenable for matrix multiplication, however the integration of matmul is deferred as a separate story. Fusions of quantization and DBIAS or activation functions are not yet implemented, and the dequantization is currently implemented in torch. Tests for quantization are included in C++ and pytorch layers, with exact comparison to reference quantizer behavior as well as an attempt to hit interesting branches through the API such as tensor creation in pytorch and CPP and dequantization of row and columnwise usage. Two CUDA kernels for quantization are included, and are direct ports of equivalents in the kitchen repository, where a subchannel recipe has been used for end to end training. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Apply linting changes. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Alignment for 1D scaling for GEMM edge case. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * MR feedback. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Change API name. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Fix merge conflict with name change. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Use common tensor map API. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Change API to use two scaling mode enums. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Fix typo. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Update some call sites. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Tests for torch tensor API surface. Since the quantized tensor is a tensor subclass, these tests exercise torch hooks. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Reuse scale calculation between quantizer refs. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Save memory by dropping reference to saved tensors. Issues previously observed are solved. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Remove constexpr parameters from kernel. Code size is reduced with fewer constexpr params. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Merge conflict from rebase. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Add shape implementations for block scaling. nvte_shape was added upstream. Logic added for block scaled fp8. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Move benchmark to te_playground Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Remove amax_epsilon and pow_2_scales from tensor. Hardcodes the default values. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Lint changes. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Fixup MR changes that broke. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Safer ifdef in kernel. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Documentation prose. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Reuse compute_scale function from Current Scaling. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Bugfix on inf_value scale refactor. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Remove qopt calls from test. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Update pytest list. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Add copyright to reference scale calc. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Use ptx.cuh functions instead of cde. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Update shape logic with allocation and reuse shape. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Usage defaults MR feedback. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Copyright and header guard. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Updating torch dispatch code. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Fix exception type. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Use TypeInfo Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * MR feedback. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Update CS scale update test to use updated ref impl Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Update JAX scaling mode enum Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Skip tests on Lovelace Signed-off-by:
Tim Moon <tmoon@nvidia.com> --------- Signed-off-by:
Keith Wyss <kwyss@nvidia.com> Signed-off-by:
Tim Moon <tmoon@nvidia.com> Co-authored-by:
Tim Moon <tmoon@nvidia.com> Co-authored-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com>
-
Tim Moon authored
Make sure that weight matrix has required usages for dgrad GEMM Signed-off-by:Tim Moon <tmoon@nvidia.com>
-
gdengk authored
* add nvshmem based api support Signed-off-by:
gdeng <gdeng@nvidia.com> * fix lint and license issue Signed-off-by:
gdeng <gdeng@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * remove asset Signed-off-by:
gdeng <gdeng@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix the lib Signed-off-by:
gdeng <gdeng@nvidia.com> * address comments Signed-off-by:
gdeng <gdeng@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by:
gdeng <gdeng@nvidia.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
-
- 03 Apr, 2025 1 commit
-
-
Kirthi Shankar Sivamani authored
* Fix fp8_buf for Linear and LayerNormLinear Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Fix Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> --------- Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com>
-
- 01 Apr, 2025 4 commits
-
-
Tim Moon authored
* Overlap input all-gather with dgrad GEMM in FP8 linear layers Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Add missing docstring Signed-off-by:
Tim Moon <tmoon@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by:
Tim Moon <tmoon@nvidia.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
-
Charlene Yang authored
-
guyueh1 authored
* Fix GEMM+RS overlap for LayerNormMLP Signed-off-by:
Guyue Huang <guyueh@nvidia.com> * Fix error LayerNormMLP param.grad is None Signed-off-by:
Guyue Huang <guyueh@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Update dtype for wgrad GEMM Signed-off-by:
Tim Moon <tmoon@nvidia.com> --------- Signed-off-by:
Guyue Huang <guyueh@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 <4406448+timmoon10@users.noreply.github.com> Co-authored-by:
Tim Moon <tmoon@nvidia.com>
-
Marks101 authored
* [PyTorch] fix general_gemm argument out_dtype in LayerNormMLP backward Signed-off-by:
Markus Schnoes <markus.schnoes@gmx.de> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by:
Markus Schnoes <markus.schnoes@gmx.de> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
-
- 31 Mar, 2025 2 commits
-
-
Tim Moon authored
* Handle case where FP8 current scaling quantizer gets default process group Signed-off-by:
Tim Moon <tmoon@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix linter warning Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Avoid canonicalizing TP group since it may not be initialized Signed-off-by:
Tim Moon <tmoon@nvidia.com> --------- Signed-off-by:
Tim Moon <tmoon@nvidia.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
-
Xiaowei Ren authored
fix a race error softmax_lse Signed-off-by:Xiaowei Ren <xren@nvidia.com>
-
- 27 Mar, 2025 1 commit
-
-
Kirthi Shankar Sivamani authored
* Cleanup sanity tests and add CS recipe tests Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Fix sanity test Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Fix CG capture with CS recipe Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Fix ops for CG Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> --------- Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com>
-
- 25 Mar, 2025 5 commits
-
-
Tim Moon authored
* Coalesce NCCL all-gathers for MXFP8 all-gather Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Add missing import Signed-off-by:
Tim Moon <tmoon@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Cache quantized input tensor after linear module forward pass Signed-off-by:
Tim Moon <tmoon@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix linter warnings Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Avoid unnecessarily allocating layernorm output in LayerNormLinear/LayerNormMLP Signed-off-by:
Tim Moon <tmoon@nvidia.com> --------- Signed-off-by:
Tim Moon <tmoon@nvidia.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
-
Charlene Yang authored
* skip cuDNN 9.8 for KV caching Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * revert from max_seqlen_kv to max_sequence_length for InferenceParams Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * rename test_paged_attn to test_kv_cache Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * remove redundant None returns in bwd Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * add debug flags when no backend is found 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 * skip kv_cache_accuracy tests for cuDNN 9.8 Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * truncate length of cu_seqlens for consistency with q/k/v shape Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * add back padding_brcm for fused attn tests Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * re-enable kv_cache_accuracy test for 9.8 Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix cuDNN search dir Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fixes based on review Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * remove extra empty line Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> --------- Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
-
guyueh1 authored
* Fix mxfp8 columnwise data missing when switching from validation to training Signed-off-by:
Guyue Huang <guyueh@login-preos02.a51.clusters.nvidia.com> * Fix when you interleave training and inference Signed-off-by:
Guyue Huang <guyueh@login-preos02.a51.clusters.nvidia.com> * refact Signed-off-by:
Guyue Huang <guyueh@login-preos02.a51.clusters.nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * rm useless code Signed-off-by:
Guyue Huang <guyueh@login-preos02.a51.clusters.nvidia.com> * Update transformer_engine/pytorch/module/base.py Co-authored-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com> Signed-off-by:
guyueh1 <140554423+guyueh1@users.noreply.github.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix linter warnings Signed-off-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com> --------- Signed-off-by:
Guyue Huang <guyueh@login-preos02.a51.clusters.nvidia.com> Signed-off-by:
guyueh1 <140554423+guyueh1@users.noreply.github.com> Signed-off-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com> Co-authored-by:
Guyue Huang <guyueh@login-preos02.a51.clusters.nvidia.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> Co-authored-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com>
-
Peter St. John authored
* Defer torch compilation steps until first function call Signed-off-by:
Peter St. John <pstjohn@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix function call in smoke test Signed-off-by:
Peter St. John <pstjohn@nvidia.com> --------- Signed-off-by:
Peter St. John <pstjohn@nvidia.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com>
-
Li Tao authored
fix mcore DDP error Signed-off-by:
lit <lit@nvidia.com> Co-authored-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com>
-
- 24 Mar, 2025 2 commits
-
-
guyueh1 authored
* Update usage of weightmat before saving for backward Signed-off-by:
Guyue Huang <guyueh@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix for layernorm mlp Signed-off-by:
Guyue Huang <guyueh@nvidia.com> --------- Signed-off-by:
Guyue Huang <guyueh@nvidia.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com>
-
Xiaowei Ren authored
* fix dtypes of fused_attn_bwd in CP+A2A Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * fix dtypes of fused_attn_bwd in CP+P2P Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix amax_per_step Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * clone scaling factors of fwd quantizers Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * fix fwd quantizers of CP+P2P Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * minor change Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * dequantize fp8 out in CP unit test Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * delete redundant None in FusedAttnFunc bwd Signed-off-by:
Xiaowei Ren <xren@nvidia.com> --------- Signed-off-by:
Xiaowei Ren <xren@nvidia.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
-
- 22 Mar, 2025 2 commits
-
-
Kunlun Li authored
* Enable fp8_primary_weights for current scaling 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 * Use different cast_master_weights_to_fp8 functions depending on the type of quantizer Signed-off-by:
kunlunl <kunlunl@nvidia.com> * All amaxes of model_weights should participate in reduce-max Signed-off-by:
kunlunl <kunlunl@nvidia.com> * Clear _high_precision_init_val automatically in cast_master_weights_to_fp8 function Signed-off-by:
kunlunl <kunlunl@nvidia.com> * Merge all all-reduce on amaxes into one NCCL kernel 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 * Add unit tests for multi_tensor_compute_scale_and_scale_inv and preserve_high_precision_init_val Signed-off-by:
kunlunl <kunlunl@nvidia.com> * Fix conflicts 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 * Add unit test for cast_master_weights_to_fp8 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 * use mock group to initialize fp8_autocast to avoid reduction of amax_history by fp8_autocast_exit Signed-off-by:
kunlunl <kunlunl@nvidia.com> * Remove with_computing_amax and with_computing_scale Signed-off-by:
kunlunl <kunlunl@nvidia.com> * Move replace_raw_data from QuantizedTensor to utils.py Signed-off-by:
kunlunl <kunlunl@nvidia.com> * Remove allow_empty_output argument from nvte_compute_amax and set it always be true Signed-off-by:
kunlunl <kunlunl@nvidia.com> * Rename import guard of recipe_common.cuh to be align with other import guards Signed-off-by:
kunlunl <kunlunl@nvidia.com> * Add unit test for replace_raw_data 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 * Add test_replace_raw_data into qa/L0_pytorch_unittest/test.sh Signed-off-by:
kunlunl <kunlunl@nvidia.com> * Minor changes in comments Signed-off-by:
kunlunl <kunlunl@nvidia.com> * Add randomness to the unit test of replace_raw_data 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 * (Maybe need revert) Add tex.quantize_to_fragment 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 * (Maybe needsto rrevert) Use nvte_quantize_noop in quantize_to_fragment 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 * Fix lint error Signed-off-by:
kunlunl <kunlunl@nvidia.com> * Move high_precision_init_val test and replace_raw_data test to test_sanity.py 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 test_fp8_model_init.py and test_replace_raw_data.py Signed-off-by:
kunlunl <kunlunl@nvidia.com> * Remove cast_master_weights_to_fp8 and replace_raw_data from __all__ of tensor.__init__.py Signed-off-by:
kunlunl <kunlunl@nvidia.com> * Move FP8 casting logic back from C++ tex funcs to Python 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 unimplemented function from header Signed-off-by:
Tim Moon <tmoon@nvidia.com> --------- Signed-off-by:
kunlunl <kunlunl@nvidia.com> Signed-off-by:
Kunlun Li <94586211+kunlunl@users.noreply.github.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 <4406448+timmoon10@users.noreply.github.com> Co-authored-by:
Tim Moon <tmoon@nvidia.com>
-
Tim Moon authored
* Do not suppress MXFP8 norm in Python wrapper func Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Support FP8 current scaling in tex norm functions Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Use single envvar to enable cuDNN MXFP8 norm kernels 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 * Debug compilation error Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Fix compilation error Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Fix full-tile requirement for MXFP8 norm kernels Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Remove unused imports Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Add missing imports 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>
-
- 18 Mar, 2025 3 commits
-
-
Przemyslaw Tredak authored
* Do not apply bias when apply_bias is False Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * Bwd fix for LNMLP and tests 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 for the dbias calculation Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * Improve tests and cleaning the logic Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * Tightened test tolerances a little 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 * Revert "Tightened test tolerances a little" This reverts commit 2e20a92c884a84759006541adc1d638ab91dde62. Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * Update tests/pytorch/test_numerics.py Co-authored-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com> Signed-off-by:
Przemyslaw Tredak <ptrendx@gmail.com> * Fix the Gelu Aux type 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 * Remove use_fc1_bias option Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> --------- Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> Signed-off-by:
Przemyslaw Tredak <ptrendx@gmail.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>
-
Charlene Yang authored
* add paged attention; test_kv_cache_accuray and test_paged_attn pass Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * remove unnecessary change from last commit Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * test_fused_attn pass 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 unnecessary import in test_numerics Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * add license for test Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix lint Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * add to L0 test 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 license for test_paged_attn Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * update kv_cache_manager license Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix build issue from previous 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 * WIP: minor fix/preparation for inference/cuda graph Signed-off-by:
Charlene Yang <charleney@nvidia.com> * WIP: non-paged Signed-off-by:
Charlene Yang <charleney@nvidia.com> * WIP: non-paged, bshd/sbhd Signed-off-by:
Charlene Yang <charleney@nvidia.com> * WIP: non-paged, thd, no CG Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * WIP: non-paged, thd, CG Signed-off-by:
Charlene Yang <charleney@nvidia.com> * WIP: non-paged, CG Signed-off-by:
Charlene Yang <charleney@nvidia.com> * WIP: non-paged, using paged kernel Signed-off-by:
Charlene Yang <charleney@nvidia.com> * WIP: restructure kernels Signed-off-by:
Charlene Yang <charleney@nvidia.com> * WIP: paged, CG Signed-off-by:
Charlene Yang <charleney@nvidia.com> * WIP: padding + BRCM Signed-off-by:
Charlene Yang <charleney@nvidia.com> * WIP: restructure IP, clean up Signed-off-by:
Charlene Yang <charleney@nvidia.com> * WIP: fix non-CG, fused Signed-off-by:
Charlene Yang <charleney@nvidia.com> * WIP: fix last commit Signed-off-by:
Charlene Yang <charleney@nvidia.com> * WIP: unfused, non-CG Signed-off-by:
Charlene Yang <charleney@nvidia.com> * WIP: flash-attn, non-CG Signed-off-by:
Charlene Yang <charleney@nvidia.com> * WIP: flash_attn_with_kvcache Signed-off-by:
Charlene Yang <charleney@nvidia.com> * commit two files missed by bcef6b34 Signed-off-by:
Charlene Yang <charleney@nvidia.com> * WIP: thd_bshd_bshd Signed-off-by:
Charlene Yang <charleney@nvidia.com> * WIP: fix last commit Signed-off-by:
Charlene Yang <charleney@nvidia.com> * WIP: fix 1c31b68d Signed-off-by:
Charlene Yang <charleney@nvidia.com> * WIP: add bshd_2sbhd, sbhd_2bshd Signed-off-by:
Charlene Yang <charleney@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * WIP: some cleanup Signed-off-by:
Charlene Yang <charleney@nvidia.com> * WIP: all qkv_format combinations and merge CM files Signed-off-by:
Charlene Yang <charleney@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * WIP: some lint fixes Signed-off-by:
Charlene Yang <charleney@nvidia.com> * WIP: add docstring for IP Signed-off-by:
Charlene Yang <charleney@nvidia.com> * fix sequences_pre Signed-off-by:
Charlene Yang <charleney@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * WIP: minor fixes for multi-layer Signed-off-by:
Charlene Yang <charleney@nvidia.com> * WIP: initial multi-layer test Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * WIP: minor clean up 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: clean up Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * WIP: switch to flash_attn_varlen_func Signed-off-by:
Charlene Yang <charleney@nvidia.com> * WIP: fix unfused for separate q/kv format Signed-off-by:
Charlene Yang <charleney@nvidia.com> * WIP: fix fused for separate q/kv formats Signed-off-by:
Charlene Yang <charleney@nvidia.com> * WIP: flash attn + TELayer + 2 layers Signed-off-by:
Charlene Yang <charleney@nvidia.com> * WIP: unfused + TL + 2layers Signed-off-by:
Charlene Yang <charleney@nvidia.com> * WIP: all modules/backend Signed-off-by:
Charlene Yang <charleney@nvidia.com> * WIP: minor cleanup Signed-off-by:
Charlene Yang <charleney@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * WIP: FlashAttention on Hopper with 2.7.3 Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * WIP: FlashAttention + v3 from 39e7179 Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * WIP: FlashAttention + v3 + FP8 + WIP Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * WIP: add backend support table Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * WIP: clean up Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * WIP: separate use_flash_attention_2 and _3 Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * WIP: tweaks to paged attn script 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: enable/disable certain cases for fused attn Signed-off-by:
Charlene Yang <charleney@nvidia.com> * WIP: small fixes for lint and cg Signed-off-by:
Charlene Yang <charleney@nvidia.com> * WIP: minor fixes for attn/infer Signed-off-by:
Charlene Yang <charleney@nvidia.com> * WIP: fix CP Signed-off-by:
Charlene Yang <charleney@nvidia.com> * WIP: readd page info to FADescriptor_v1 Signed-off-by:
Charlene Yang <charleney@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * minor tweak to test_numerics.py Signed-off-by:
Charlene Yang <charleney@nvidia.com> * fix 9.5/9.7 sq/skv + mask logic Signed-off-by:
Charlene Yang <charleney@nvidia.com> * clean up Signed-off-by:
Charlene Yang <charleney@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * minor fix for FA3 Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * more minor fixes for FA3 Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * test page_size=1 for FA3 Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix t3hd/th3d strides Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix ckpt recompute and fa3 k_scale Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * raise dynamo recompile limit for test Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * remove thunder test from L0 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 FA selection logic Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix FA3 q_descale shape 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 page_table from IP.step() returns Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix FP8 FlashAttn DPA fp8_dpa 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 * fix CP 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 tweaks 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 FA3 note and L3 test Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix lint Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * remove redundant import in test Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * adopt new FA3 APIs from FA2.7.3+/hopper for CP and non-CP Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix lint 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 * relax tols for TransformerLayers 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 merge Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix merge 2 Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix FA import comments Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * relax tols for Ampere Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix fa3 version and reduce messaging 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 FA3 to its latest commit on main 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 * add default values to IP and assertion to graph.py Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * add more comments in attention Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * use custom_cache_manager instead of cache_manager Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> Signed-off-by:
Charlene Yang <charleney@nvidia.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
-
kwyss-nvidia authored
* Update full recompute feature to save recipe. The recompute context uses the same recipe and fp8 settings as the original fwd pass. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Formatted python code. Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * Simplify code by relying on recipe in ctx Signed-off-by:
Keith Wyss <kwyss@nvidia.com> * MR feedback: import style Signed-off-by:
Keith Wyss <kwyss@nvidia.com> --------- Signed-off-by:
Keith Wyss <kwyss@nvidia.com> Co-authored-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com>
-
- 17 Mar, 2025 1 commit
-
-
Selvaraj Anandaraj authored
* DistOpt support with offloading Signed-off-by:
Selvaraj Anandaraj <selvaraja@login-preos02.a51.clusters.nvidia.com> * Added distopt support for TE2.0 Signed-off-by:
Selvaraj Anandaraj <selvaraja@login-preos02.a51.clusters.nvidia.com> * Restricted this to MCore DistOpt only Signed-off-by:
Selvaraj Anandaraj <selvaraja@login-preos02.a51.clusters.nvidia.com> * Added guards Signed-off-by:
Selvaraj Anandaraj <selvaraja@login-preos02.a51.clusters.nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Update transformer_engine/pytorch/module/linear.py Co-authored-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> Signed-off-by:
Selvaraj Anandaraj <anandaraj@wisc.edu> * Update transformer_engine/pytorch/module/layernorm_linear.py Co-authored-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> Signed-off-by:
Selvaraj Anandaraj <anandaraj@wisc.edu> --------- Signed-off-by:
Selvaraj Anandaraj <selvaraja@login-preos02.a51.clusters.nvidia.com> Signed-off-by:
Selvaraj Anandaraj <anandaraj@wisc.edu> Co-authored-by:
Selvaraj Anandaraj <selvaraja@login-preos02.a51.clusters.nvidia.com> Co-authored-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com>
-