- 08 Jan, 2024 2 commits
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Jaemin Choi authored
* Use jit_fuser for bias-dropout-add fusion Signed-off-by:
Jaemin Choi <jaeminc@nvidia.com> * Use jit_fuser for CP FA kernel Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> --------- Signed-off-by:
Jaemin Choi <jaeminc@nvidia.com> Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> Co-authored-by:
Jaemin Choi <jaeminc@nvidia.com> Co-authored-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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cyanguwa authored
fix FP8 dims Signed-off-by:Charlene Yang <8636796+cyanguwa@users.noreply.github.com>
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- 06 Jan, 2024 2 commits
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Kirthi Shankar Sivamani authored
* Deterministic FA, bump minimum supported version Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * fixes Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Fix MQA/GQA Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Address review comments Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> --------- Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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Tim Moon authored
* Reduce size of PyT sanity tests Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Add test cases with 126M model and weird dimensions Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Add missing arg in GPT 126M test 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>
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- 05 Jan, 2024 1 commit
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Przemyslaw Tredak authored
Signed-off-by:Przemek Tredak <ptredak@nvidia.com>
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- 04 Jan, 2024 1 commit
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Quentin Anthony authored
Add GPT-NeoX coming soon Signed-off-by:Quentin Anthony <qganthony@yahoo.com>
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- 03 Jan, 2024 3 commits
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Przemyslaw Tredak authored
Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> Co-authored-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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Sangkug Lym authored
* Provide pre-computed max sequence to remove unnecessary kernels and D2H copies Signed-off-by:
Sangkug Lym <slym@nvidia.com> * Tweak comments Signed-off-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com> --------- Signed-off-by:
Sangkug Lym <slym@nvidia.com> Signed-off-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com> Signed-off-by:
Tim Moon <tmoon@nvidia.com> Co-authored-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com> Co-authored-by:
Tim Moon <tmoon@nvidia.com> Co-authored-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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Przemyslaw Tredak authored
Signed-off-by:Przemek Tredak <ptredak@nvidia.com>
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- 02 Jan, 2024 1 commit
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Hongbin Liu authored
avoid redundant computation for cu_seqlens Signed-off-by:
Hongbin Liu <hongbinl@nvidia.com> Co-authored-by:
Hongbin Liu <hongbinl@nvidia.com> Co-authored-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com>
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- 18 Dec, 2023 1 commit
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Alp Dener authored
* Linear and LayerNormLinear weight and bias buffer cleanup at the end of init when there is no parameter split Signed-off-by:
Alp Dener <adener@nvidia.com> * fixed typo in tensor name Signed-off-by:
Alp Dener <adener@nvidia.com> * fixed typo in tensor name Signed-off-by:
Alp Dener <adener@nvidia.com> --------- Signed-off-by:
Alp Dener <adener@nvidia.com>
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- 16 Dec, 2023 4 commits
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Przemek Tredak authored
Signed-off-by:Przemek Tredak <ptredak@nvidia.com>
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cyanguwa authored
* add sliding window to FA Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix forward logic Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix lint Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * change bert test to causal as unfused does not support padding Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix FlashAttention for v2-2.3 versions Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * verify FA swa works Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix mask related restrictions and duplicate code after merge Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix swa test Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * add docstring for get_swa func Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * move repeated code into a function Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * revert mask change Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * add determinism filter and fix FA warning message Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * add message for determinism filter Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * simplify check_set_window_size() Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix check_set_window_size in transformer layers Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix indent Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> --------- Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> Signed-off-by:
cyanguwa <8636796+cyanguwa@users.noreply.github.com>
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Tim Moon authored
* Update fp8_meta amax when copying into Float8Tensor Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Avoid amax when copying between Float8Tensors with fp8_metas Signed-off-by:
Tim Moon <tmoon@nvidia.com> --------- Signed-off-by:
Tim Moon <tmoon@nvidia.com>
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Przemyslaw Tredak authored
Signed-off-by:Przemek Tredak <ptredak@nvidia.com>
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- 15 Dec, 2023 3 commits
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Przemyslaw Tredak authored
* Disable dynamo for Fused Attention Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * Added test Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> --------- Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> Co-authored-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com>
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Kunlun Li authored
Avoid redeclaration error of "nv_bfloat16" when Compiling in CUDA12.1. Error log: /usr/local/cuda/include/cuda_fp16.hpp(2724): error: invalid redeclaration of type name "nv_bfloat16" (declared at line 2837 of /usr/local/cuda/include/cuda_bf16.hpp) Signed-off-by:Kunlun Li <94586211+kunlunl@users.noreply.github.com>
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Fabian Joswig authored
[fix] fixed micro batched inference with RoPE Signed-off-by:
Fabian Joswig <fabian.joswig@deepl.com> Co-authored-by:
cyanguwa <8636796+cyanguwa@users.noreply.github.com>
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- 14 Dec, 2023 1 commit
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Alp Dener authored
applied Google-advised fix to register custom op primitives with the device dispatch list Signed-off-by:Alp Dener <adener@nvidia.com>
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- 13 Dec, 2023 2 commits
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cyanguwa authored
* fix backend selection for sm80 Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix compiling warnings in sdpa flash Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * add nvte error messages 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 NVTE_CHECK_CUDNN_FE for error messaging Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * disable pylint bare-except Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> --------- Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com>
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Marks101 authored
Signed-off-by:Markus Schnoes <markus.schnoes@gmx.de>
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- 12 Dec, 2023 2 commits
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cyanguwa authored
disable pylint bare except Signed-off-by:Charlene Yang <8636796+cyanguwa@users.noreply.github.com>
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cyanguwa authored
* fix onnx/dynamo error Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * move changes to pytorch/__init__ using try/except Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * Update transformer_engine/pytorch/__init__.py Co-authored-by:
Przemyslaw Tredak <ptrendx@gmail.com> Signed-off-by:
cyanguwa <8636796+cyanguwa@users.noreply.github.com> --------- Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> Signed-off-by:
cyanguwa <8636796+cyanguwa@users.noreply.github.com> Co-authored-by:
Przemyslaw Tredak <ptrendx@gmail.com>
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- 07 Dec, 2023 2 commits
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cyanguwa authored
* Integrate cuDNN frontend v1 to fused attention and miscellaneous fixes Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix lint Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix jax/paddle for unit tests Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix jax/pytorch lint Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * simplify stride generation Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix and/or logic in get_backend Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix flag_max512 and test_numerics Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * remove v.contiguous() since get_qkv_layout covers it Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * skip fp8 tests for sm89 Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * further fix jax CI Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix jax CI Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * revert mask type to comma-separated list Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix lint Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix last two commits Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * integrate v1/pre-release-5 Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * cleanup prerelease5 integration and fix FA2.1 commit Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * force dropout to 0 if not training Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix Jax CI Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * testing bias/alibi and padding+causal; add alibi to unfused DPA Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * set flag_arb to false when non determinism is not allowed Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * followup on prev commit; remove redundant python env var setting Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * WIP: minor tweaks for tests Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * prepare for tests Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix determinism logic for fused attn Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * add bias to bwd Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix gpt_checkpointing/dpa_accuracy problem Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix some seg fault issues Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * add failure notes Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * remove use of non-deter var for backend selection Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * minor fix for lint and CI Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix workspace size in bwd and uncomment bias test Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix get_alibi and remove check_support Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * update tests status Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * remove workspace_opt from FADescriptor_v1 Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * disable arbitrary backend + post scale bias in Jax; waiting on PR 525 Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * clean up bhsd order Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * swap bias/rng_state order in aux_ctx_tensor and add bias to aux_ctx_tensor in _qkvpacked/_kvpacked API Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * remove support for padding_causal + cross for max512 Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * change alibi bias to float32 for bias_1_4/5 tests Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * further clean up tests Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix thd fwd output shape for FlashAttention and add backend info for DPA Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix definition of workspace limit when dbias is present Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * further tweak DP_WORKSPACE_LIMIT definition Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * disallow alibi+no_mask for sdpa flash and update alibi tests Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * update jax/paddle after PR525 and fix DP_WORKSPACE_LIMIT for dbias Jax tests Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * disable dbias for non-hopper archs Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix layernorm lint Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * remode unused arg for lint Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * remove build dir in setup.py Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * change selection logic to prefer fused attn on sm90 Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix distributed jax test Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix h and s order in header Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * update to cudnn fe v1 branch Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * remove manual setting of workopt path due to dbias after v1 update Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix paddle CI Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * add post_scale_bias and alibi to sdpa flash support matrix Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix support matrix in header files Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * move headers back to .cu and change seed/offset to int64 Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * update Megatron commit in L1 test and remove all prints in fused attn test Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix L1 Megatron test Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * fix fp8 arg in L1 Megatron script Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * print only when debug flag is on Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> * remove checkpointing loading to avoid loading other tests results Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> --------- Signed-off-by:
Charlene Yang <8636796+cyanguwa@users.noreply.github.com> Signed-off-by:
cyanguwa <8636796+cyanguwa@users.noreply.github.com>
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Tim Moon authored
* Float8Tensor uses cached transpose if available Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Fix bug with non-2D transpose Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Custom pickling for Float8Tensor Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Debug test for pickling Float8Tensor Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Fix merge conflict Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Review suggestions from @sudhakarsingh27 Avoid FP8 casts when copying between Float8Tensors. Make make_like a class function. Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Add unit test for checkpointing model with FP8 params Debugged pickling and copy functions. Signed-off-by:
Tim Moon <tmoon@nvidia.com> --------- Signed-off-by:
Tim Moon <tmoon@nvidia.com>
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- 06 Dec, 2023 2 commits
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Santosh Bhavani authored
* Add H200 perf non-alpha image Signed-off-by:
Santosh Bhavani <santosh@semantic.md> * Update README.rst - non-transparent H200 plot Signed-off-by:
Santosh Bhavani <santosh@semantic.md> --------- Signed-off-by:
Santosh Bhavani <santosh@semantic.md>
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Santosh Bhavani authored
* Update README.rst - FP8 convergence - added FP8 convergence section - removed model support (to be replaced with a feature support table) Signed-off-by:
Santosh Bhavani <santosh@semantic.md> * Update README.rst Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Update README.rst Updated Latest News Signed-off-by:
Santosh Bhavani <santosh@semantic.md> * Update README.rst Add plot for H200 Signed-off-by:
Santosh Bhavani <santosh@semantic.md> --------- Signed-off-by:
Santosh Bhavani <santosh@semantic.md> Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> Co-authored-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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- 04 Dec, 2023 4 commits
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Zhenhuan Liu authored
Signed-off-by:Zhenhuan Liu <nkulzh16@gmail.com>
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Przemyslaw Tredak authored
Signed-off-by:Przemek Tredak <ptredak@nvidia.com>
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Marks101 authored
* [PyTorch] TransformerLayer: add parallel_attention_mlp to support Falcon models Signed-off-by:
Markus Schnoes <markus.schnoes@gmx.de> * [PyTorch] add test for parallel_attention_mlp to test_numerics Signed-off-by:
Markus Schnoes <markus.schnoes@gmx.de> * [PyTorch] TorchGPT: fix dropout for parallel_attention_mlp Now uses nn.functional.dropout because depending on the path there are one or two dropouts. Signed-off-by:
Markus Schnoes <markus.schnoes@gmx.de> * Apply suggestions from code review Signed-off-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com> * [PyTorch] test_gpt_accuracy: fix spelling in construction of TorchGPT Signed-off-by:
Markus Schnoes <markus.schnoes@gmx.de> --------- Signed-off-by:
Markus Schnoes <markus.schnoes@gmx.de> 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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zlsh80826 authored
Add checkpoint_name Signed-off-by:Reese Wang <rewang@nvidia.com>
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- 01 Dec, 2023 3 commits
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Tim Moon authored
Fix incorrect variable name in LayerNormMLP backward Signed-off-by:Tim Moon <tmoon@nvidia.com>
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LadyRick authored
[PyTorch] fix amax calculate during fp8 calibration Signed-off-by:ladyrick <ladyrick@qq.com>
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zlsh80826 authored
* Add rng_state output for cross fused attention Signed-off-by:
Reese Wang <rewang@nvidia.com> * Add rng_state and output for the flash attention backward Signed-off-by:
Reese Wang <rewang@nvidia.com> * Add bias for the jax cross attn API Signed-off-by:
Reese Wang <rewang@nvidia.com> * Fix a minor bug Signed-off-by:
Reese Wang <rewang@nvidia.com> * Add bias in the backward for the arbitrary fused attn backend Signed-off-by:
Reese Wang <rewang@nvidia.com> --------- Signed-off-by:
Reese Wang <rewang@nvidia.com>
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- 30 Nov, 2023 3 commits
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Deepak Narayanan authored
wgrad should be zero'ed out if a weight parameter is shared among multiple layers Signed-off-by:Deepak Narayanan <dnarayanan@nvidia.com>
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zlsh80826 authored
Support layernorm sm_margin through environment variables Signed-off-by:Reese Wang <rewang@nvidia.com>
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Ming-Xu Huang authored
Use relative idx to ScaledUpperTriangMaskedSoftmaxFwdPrimitive.abstract to support batching. Signed-off-by:Ming Huang <mingh@nvidia.com>
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- 28 Nov, 2023 3 commits
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Marks101 authored
* [PyTorch] Linear: fix computation for wgrad if sequence_parallel=True Signed-off-by:
Markus Schnoes <markus.schnoes@gmx.de> * Remove buggy gather_along_last_dim Signed-off-by:
Tim Moon <tmoon@nvidia.com> * [PyTorch] Linear: fix line length Signed-off-by:
Markus Schnoes <markus.schnoes@gmx.de> * Simplify logic for saving input tensor for Linear backward Signed-off-by:
Tim Moon <tmoon@nvidia.com> --------- Signed-off-by:
Markus Schnoes <markus.schnoes@gmx.de> Signed-off-by:
Tim Moon <tmoon@nvidia.com> Co-authored-by:
Tim Moon <tmoon@nvidia.com>
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Deepak Narayanan authored
Getting warnings of the following form using ToT TE: ``` /usr/local/lib/python3.10/dist-packages/transformer_engine/pytorch/attention.py:852: UserWarning: TypedStorage is deprecated. It will be removed in the future and UntypedStorage will be the only storage class. This should only matter to you if you are using storages directly. To access UntypedStorage directly, use tensor.untyped_storage() instead of tensor.storage() data_ptr = grad_outputs[0].storage().data_ptr() ``` Signed-off-by:Deepak Narayanan <2724038+deepakn94@users.noreply.github.com>
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Tim Moon authored
Use unsigned char for byte dtype Signed-off-by:Tim Moon <tmoon@nvidia.com>
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