- 22 Aug, 2024 1 commit
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NVJiangShao authored
* Add permutation functions * Add permutation ops * Remove the dependency on cutlass * Move permutation.py out of module dir * Rewrite the unit test and enable skipping if FP8 is unavailable * Rename exposed C++ API and reorder its parameters + take NVTETensor as inputs * Use Float8Tensor for FP8 input * Move dtype to ctx --------- Signed-off-by:
Jiang Shao <jiangs@nvidia.com> Co-authored-by:
Qi Zhang <qizhang@nvidia.com> Co-authored-by:
Phuong Nguyen <36155692+phu0ngng@users.noreply.github.com>
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- 21 Aug, 2024 3 commits
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Charlene Yang authored
* add support for padding in UnfusedDPA 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 support for padding_causal/_bottom_right Signed-off-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
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Xiaowei Ren authored
* add window_size to AttnFuncWithCP Signed-off-by:
Xiaowei Ren <xren@nvidia.com> * add seq_offsets_qkvo for cudnn thd Signed-off-by:
Xiaowei Ren <xren@cs-cw-dfw-login-01.cm.cluster>
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Tim Moon authored
* Perform scale-inv update in cast-transpose kernels Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Perform scale-inv update in cast and activation kernels Signed-off-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com> * Debug mismatched dtypes Signed-off-by:
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- 20 Aug, 2024 1 commit
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hXl3s authored
feat(pytorch): Allow TransformerLayer and MultiheadAttention to accept sequence length parameters (#1066) * Added ability for seqlen for transformer and mha layer Signed-off-by:
Lukasz Pierscieniewski <lukaszp@nvidia.com> * Documentation for new parameters Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> --------- Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> Co-authored-by:
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- 16 Aug, 2024 2 commits
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Shijie authored
* support dtype casting fusion in FusedAdam Signed-off-by:
Shijie Wang <jaywan@nvidia.com> * minor changes Signed-off-by:
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Xiaowei Ren authored
* add window_size to AttnFuncWithCP Signed-off-by:
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- 14 Aug, 2024 1 commit
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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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- 13 Aug, 2024 3 commits
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Phuong Nguyen authored
rm test_dgeglu Signed-off-by: -
Charlene Yang authored
* update example/benchmark scripts Signed-off-by:
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Charlene Yang authored
* merge k_channels and v_channels back to kv_channels and accept a tuple Signed-off-by:
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- 10 Aug, 2024 1 commit
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Tim Moon authored
* Add op for in-place add Signed-off-by:
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- 09 Aug, 2024 2 commits
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Xin Yao authored
* use fused_multi_cast_transpose Signed-off-by:
Xin Yao <xiny@nvidia.com> * fix input being empty tensor Signed-off-by:
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Alp Dener authored
[C/PyTorch] Fixed incorrect use of `torch.distributed.new_group()` when creating intra-node group in `initialize_ub()` (#1087) * updated initialize_ub() to use new_subgroups_by_enumeration() to generate intra-node groups, added new unit tests for TE layers with comm overlap Signed-off-by:
Alp Dener <adener@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by:
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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:
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- 06 Aug, 2024 3 commits
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Reese Wang authored
Add the missing 1HSS tests Signed-off-by: -
Reese Wang authored
* Support actlen = 0 after cuDNN 9.3.0 Signed-off-by:
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Charlene Yang authored
* add multi-latent attention for DPA Signed-off-by:
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- 01 Aug, 2024 2 commits
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Xiaowei Ren authored
* use 2hd layout Signed-off-by:
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Xin Yao authored
* fix workspaces and unfused bias in multi-stream cuBLAS * Expose num_streams via pybind * Fix C-compatibility * rm importing packaging in test_fused_attn.py --------- Signed-off-by:
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- 31 Jul, 2024 2 commits
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Przemyslaw Tredak authored
* Added tests for silu/relu/swiglu/reglu Signed-off-by:
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Przemyslaw Tredak authored
* Ensure that the inputs to custom calls are contiguous Signed-off-by:
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- 30 Jul, 2024 2 commits
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Kirthi Shankar Sivamani authored
Rm unused import causing CI failures Signed-off-by: -
Shijie authored
add deterministic option Signed-off-by:
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- 25 Jul, 2024 1 commit
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Kirthi Shankar Sivamani authored
* Specify python version Signed-off-by:
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- 24 Jul, 2024 1 commit
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Tim Moon authored
* Remove extra args to fused attention func Signed-off-by:
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- 23 Jul, 2024 1 commit
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Alp Dener authored
[PyTorch] Fixing hang in `initialize_ub()` for multi-node runs after PR901 removal of MPI-dependence (#986) * Re-implementing PR901 (removing MPI-dependence in Userbuffers) with multi-node fixes * passing data-parallel rank/size info from torch.distributed to userbuffers Signed-off-by:
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- 17 Jul, 2024 2 commits
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Tim Moon authored
* Add option to pass kwargs to CUDA graph module Signed-off-by:
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Reese Wang authored
* Add enabled() to BasePrimitive * Add layernorm/rmsnorm fallback * Add cast_fp8 fallback * Add transpose/cast_transpose XLA fall back * Act_lu fallback * Add transpose fallback * Add softmax fallback * Unify the use of _cast_fp8 * Add tests for NVTE_JAX_CUSTOM_CALLS_RE --------- Signed-off-by:
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- 10 Jul, 2024 1 commit
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Charlene Yang authored
* add cuDNN swa Signed-off-by:
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- 09 Jul, 2024 1 commit
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Tim Moon authored
* Add basic infrastructure for Sequential module Signed-off-by:
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- 03 Jul, 2024 2 commits
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Charlene Yang authored
* update to FE 1.5.1 and add bottom right causal Signed-off-by:
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Reese Wang authored
* Integrate experimental ragged offset Signed-off-by:
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- 01 Jul, 2024 1 commit
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Charlene Yang authored
* update FE to 1.5.2 Signed-off-by:
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- 26 Jun, 2024 2 commits
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Charlene Yang authored
* disable CP-THD tests for fused attn on <sm90 Signed-off-by:
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Tim Moon authored
cache was added in Python 3.9. Signed-off-by:
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- 25 Jun, 2024 1 commit
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Xin Yao authored
* GroupedGEMM via multi-stream cublas * fix A/B is nullptr while D is not nullptr * add fp8 grouped gemm * register with TorchScript * add the GroupedLinear layer --------- Signed-off-by:
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- 18 Jun, 2024 1 commit
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Charlene Yang authored
* simplify offset tensors Signed-off-by:
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- 15 Jun, 2024 1 commit
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Charlene Yang authored
* subclass DPA with BaseModule and test with test_gpt_checkpointing Signed-off-by:
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- 14 Jun, 2024 1 commit
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Kirthi Shankar Sivamani authored
* Apply formatting Signed-off-by:
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