- 20 Mar, 2025 1 commit
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yuguo authored
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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:
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>
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- 17 Mar, 2025 1 commit
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Przemyslaw Tredak authored
* Do not create multiple cublas handle 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 multiple GPUs per thread 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 multithreaded execution Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * Fix from conlfict Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> --------- Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> Co-authored-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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- 08 Mar, 2025 1 commit
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Zhongbo Zhu authored
* check in per-tensor current scaling full recipe Signed-off-by:
zhongboz <zhongboz@nvidia.com> [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by:
zhongboz <zhongboz@nvidia.com> setup basics of current scaling quantizer in python level Signed-off-by:
zhongboz <zhongboz@nvidia.com> [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by:
zhongboz <zhongboz@nvidia.com> add test case for current scaling dequantize Signed-off-by:
zhongboz <zhongboz@nvidia.com> [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by:
zhongboz <zhongboz@nvidia.com> finish linear layer fwd bwd test, determined error with bf16 Signed-off-by:
zhongboz <zhongboz@nvidia.com> [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by:
zhongboz <zhongboz@nvidia.com> achieved zero tolerance for Linear by specify gemm use_split_accumulator config Signed-off-by:
zhongboz <zhongboz@nvidia.com> enable layernormlinear with current scaling, pass bitwise test Signed-off-by:
zhongboz <zhongboz@nvidia.com> refactor test case code Signed-off-by:
zhongboz <zhongboz@nvidia.com> make current scaling quantizers distrbuted, pass distributed linear&layernormlinear tests Signed-off-by:
zhongboz <zhongboz@nvidia.com> bug fix: use cached fp8 recipe in backward Signed-off-by:
zhongboz <zhongboz@nvidia.com> fix layernorm_mlp with current scaling, fix activation_helper with current scaling Signed-off-by:
zhongboz <zhongboz@nvidia.com> support detailed numerical settings from recipe to quantization kernel Signed-off-by:
zhongboz <zhongboz@nvidia.com> resolving MR comments Signed-off-by:
zhongboz <zhongboz@nvidia.com> recipe naming Signed-off-by:
zhongboz <zhongboz@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * resolve mr comments, remove IS_CURRENT_SCALING template from kernels Signed-off-by:
zhongboz <zhongboz@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * resolve mr comments, make current scaling c++ test cases Signed-off-by:
zhongboz <zhongboz@nvidia.com> * add current scaling to test_numerics.py, skip act recomp and grouped linear Signed-off-by:
zhongboz <zhongboz@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add benchmark for quantizer Signed-off-by:
zhongboz <zhongboz@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add benchmarks for linear layer Signed-off-by:
zhongboz <zhongboz@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * bug fix, typo Signed-off-by:
zhongboz <zhongboz@nvidia.com> * resolve more mr comments Signed-off-by:
zhongboz <zhongboz@nvidia.com> * avoid potential race condition by not using from_blob to construct amax tensor in C++ Signed-off-by:
zhongboz <zhongboz@nvidia.com> * resolve more comments Signed-off-by:
zhongboz <zhongboz@nvidia.com> * Debug linter warnings and license check 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 import error in FP8 tensor test Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Debug compilation error with CUDA 12.1 for Turing 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 * resolve mr comments, fix activation cast fusion Signed-off-by:
zhongboz <zhongboz@nvidia.com> * resolve comments, add NVTEQuantizationParams for compute scale Signed-off-by:
zhongboz <zhongboz@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * remove is_current_scaling check totally from common folder Signed-off-by:
zhongboz <zhongboz@nvidia.com> * remove benchmarks, will contribute in another repo Signed-off-by:
zhongboz <zhongboz@nvidia.com> * adjust cs default recipe config Signed-off-by:
zhongboz <zhongboz@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * adjust comments in test Signed-off-by:
zhongboz <zhongboz@nvidia.com> * Remove current scaling mode from core lib Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Refactor current-scaling-specific logic in core C++ lib Move amax and scale update functions out of casting functions, and put into dedicated current-scaling source file. Add general API for accessing quantization config object. 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 * Add missing header in C++ tests Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Disable test config with FP8 transpose on Blackwell Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Fix compilation error in C++ test Signed-off-by:
Tim Moon <tmoon@nvidia.com> --------- Signed-off-by:
zhongboz <zhongboz@nvidia.com> Signed-off-by:
Tim Moon <tmoon@nvidia.com> Co-authored-by:
zhongboz <zhongboz@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>
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- 05 Mar, 2025 1 commit
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Nicolas Castet authored
* Add support for UB MNNVL Signed-off-by:
Nicolas Castet <ncastet@nvidia.com> * Address review comments Signed-off-by:
Nicolas Castet <ncastet@nvidia.com> * Fix lint Signed-off-by:
Nicolas Castet <ncastet@nvidia.com> * Dlopen nvml lib since it comes with the cuda driver Signed-off-by:
Nicolas Castet <ncastet@nvidia.com> * Add initial copyright date Signed-off-by:
Nicolas Castet <ncastet@nvidia.com> --------- Signed-off-by:
Nicolas Castet <ncastet@nvidia.com>
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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:
Kshitij Janardan Lakhani <klakhani@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Nit: Remove commented code for not including common.h Signed-off-by:
Kshitij Janardan Lakhani <klakhani@nvidia.com> * Replace explicit getenv instantiations with a helper template Use filesystem calls in file_exists() Signed-off-by:
Kshitij Janardan Lakhani <klakhani@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Revert comment to falsy instead of false Co-authored-by:
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:
Kshitij Lakhani <33047503+KshitijLakhani@users.noreply.github.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com>
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- 03 Mar, 2025 1 commit
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Oleg Goncharov authored
Added constexpr checks of tensor boundaries Signed-off-by:Oleg Goncharov <ogoncharov@nvidia.com>
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- 26 Feb, 2025 1 commit
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Oleg Goncharov authored
* Added TMA alignment check to cast_fp8_1D Signed-off-by:
Oleg Goncharov <ogoncharov@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Use tensor const-ref instead of tensor const-ptr Signed-off-by:
Tim Moon <tmoon@nvidia.com> --------- Signed-off-by:
Oleg Goncharov <ogoncharov@nvidia.com> Signed-off-by:
Tim Moon <tmoon@nvidia.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by:
Tim Moon <tmoon@nvidia.com> Co-authored-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com>
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- 07 Feb, 2025 1 commit
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Przemek Tredak authored
Signed-off-by:Przemek Tredak <ptredak@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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- 22 Nov, 2024 1 commit
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Tim Moon authored
* Add helper function to convert C++ container to string 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>
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- 29 Oct, 2024 1 commit
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Alp Dener authored
* moved userbuffers code to TE/common Signed-off-by:
Alp Dener <adener@nvidia.com> * moved comm+GEMM overlap code to TE/common Signed-off-by:
Alp Dener <adener@nvidia.com> * removed PyTorch depdency from comm+GEMM overlap in TE/common Signed-off-by:
Alp Dener <adener@nvidia.com> * added TE/PyTorch wrappers for refactored comm+GEMM overlap code in TE/common Signed-off-by:
Alp Dener <adener@nvidia.com> * updated TE/PyTorch Python API to match the refactored comm+GEMM overlap code Signed-off-by:
Alp Dener <adener@nvidia.com> * updated unit tests to work with refactored comm+GEMM overlap code Signed-off-by:
Alp Dener <adener@nvidia.com> * added a pylint exception to comm+GEMM overlap test runner 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 * fixing linting errors 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 * added documentation for te.initialize_ub 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 * fixed compile errors when building with NVTE_UB_WITH_MPI=1 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 * fixed default bootstrap backend Signed-off-by:
Alp Dener <adener@nvidia.com> * switched default bootstrap backend priority to MPI > Gloo > NCCL 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 * updated bootstrap backend documentation Signed-off-by:
Alp Dener <adener@nvidia.com> * close UB bootstrap socket to avoid interfering with CUDA Multicast shareable file handle send/recv Signed-off-by:
Alp Dener <adener@nvidia.com> * added torch::Tensor wrappers for communication buffer and atomic counters so PyTorch can factor externally allocated memory into its garbage collection threshold 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 * automated handling of world, local and node ranks/sizes within C++ CommOverlapHelper to simplify Python function signatures 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 * fixed incorrect read of environment variables Signed-off-by:
Alp Dener <adener@nvidia.com> * corrected priority for _SOCKET_IFNAME environment variables in UB bootstrapping Signed-off-by:
Alp Dener <adener@nvidia.com> * moved multicast support check to cuda_runtime.h and replaced cudaDeviceGetProp call with cached sm_count() 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 * removed commented out old code and replaced external collective function type defines with aliases Signed-off-by:
Alp Dener <adener@nvidia.com> * compile-time CUDA version guard for CUDA Driver Multicast attribute Signed-off-by:
Alp Dener <adener@nvidia.com> * added compile-time CUDA version guards to Multicast code in Userbuffers 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 * condensed UB docs, corrected const violations 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 * fixed autodoc rst for UB calls, added CUDA version guard on Multicast UB kernels Signed-off-by:
Alp Dener <adener@nvidia.com> * fixed incorrect UB type reporting for P2P overlaps, comment reformatting Signed-off-by:
Alp Dener <adener@nvidia.com> * add docstring to tex.ubuf_built_with_mpi() Signed-off-by:
Alp Dener <adener@nvidia.com> --------- Signed-off-by:
Alp Dener <adener@nvidia.com> Co-authored-by:
pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
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- 05 Sep, 2024 1 commit
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Ruibin Cheung authored
* [TE/PyTorch][MoE] Add FP8 padding and unpadding module 1. Add multi-tensor padding kernel for FP8 with padding size = 16. 2. Add FP8Padding and Fp8Unpadding module 3. Add Padded GroupedLinear unit tests --------- Signed-off-by:
beinggod <zhangruibin@01.ai> Co-authored-by:
Phuong Nguyen <36155692+phu0ngng@users.noreply.github.com>
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- 21 Aug, 2024 1 commit
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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 <tmoon@nvidia.com> * Perform sclae-inv update in LayerNorm and RMSNorm kernels Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Perform scale-inv update after FP8 GEMMs Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Fuse casts and scale-inv updates in linear module Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Fuse casts and scale-inv updates in layernorm-linear module Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Simplify kernel to update FP8 scale-inv Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Fix typos Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Debug amax update in layernorm 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 test failures Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Debug ONNX export Use quantization scaling factor in ONNX quantize op. Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Review suggestion from @ptrendx Signed-off-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com> * Debug mismatched dtypes 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>
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- 31 Jul, 2024 1 commit
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Przemyslaw Tredak authored
* Added tests for silu/relu/swiglu/reglu Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * Fixes Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * Added other activations/backwards and fixed dqgelu Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * Fix Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * Fix 2 Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * Actually adding srelu and qgelu tests Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * Fix glu backward test Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * Pruning unnecessary test configurations Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> --------- Signed-off-by:
Przemek Tredak <ptredak@nvidia.com>
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- 03 Jul, 2024 1 commit
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Alp Dener authored
* removed libcuda.so link at compile time for TE/PyTorch extension 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 * linting fixes 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 * updated get_symbol() in TE/common/cuda_utils.h to new impl based on cudaGetDriverEntryPoint 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 * fix duplicate quotation 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:
Alp Dener <adener@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>
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- 14 Jun, 2024 1 commit
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Kirthi Shankar Sivamani authored
* Apply formatting Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Apply formatting Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> --------- Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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- 12 Jun, 2024 1 commit
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Oleg Goncharov authored
* Merged CT+dbias+dact into a single template Signed-off-by:
Oleg Goncharov <ogoncharov@nvidia.com> * Moved gated activations ifrom the cast_transpose_fused ito a sseparate cpp file Signed-off-by:
Oleg Goncharov <ogoncharov@nvidia.com> * Code clean up Signed-off-by:
Oleg Goncharov <ogoncharov@nvidia.com> * Code clean up Signed-off-by:
Oleg Goncharov <ogoncharov@nvidia.com> * Code clean up Signed-off-by:
Oleg Goncharov <ogoncharov@nvidia.com> * Code clean up Signed-off-by:
Oleg Goncharov <ogoncharov@nvidia.com> * Update transformer_engine/common/transpose/cast_transpose_fusion.cu Co-authored-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com> Signed-off-by:
Oleg Goncharov <64355998+Oleg-Goncharov@users.noreply.github.com> * Update transformer_engine/common/transpose/cast_transpose_fusion.cu Co-authored-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com> Signed-off-by:
Oleg Goncharov <64355998+Oleg-Goncharov@users.noreply.github.com> * Reverted the change with the file split Signed-off-by:
Oleg Goncharov <ogoncharov@nvidia.com> * Implemented JIT compiled kernels Signed-off-by:
Oleg Goncharov <ogoncharov@nvidia.com> * Code clean up Signed-off-by:
Oleg Goncharov <ogoncharov@nvidia.com> * Replaced aligned statically compiled kernels with JIT kernels. Added support of various activations functions for JIT kernels. Cleaned up the code per the code review Signed-off-by:
Oleg Goncharov <ogoncharov@nvidia.com> * Code clean up Signed-off-by:
Oleg Goncharov <ogoncharov@nvidia.com> --------- Signed-off-by:
Oleg Goncharov <ogoncharov@nvidia.com> Signed-off-by:
Oleg Goncharov <64355998+Oleg-Goncharov@users.noreply.github.com> Co-authored-by:
Tim Moon <4406448+timmoon10@users.noreply.github.com>
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- 10 Jun, 2024 1 commit
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Kirthi Shankar Sivamani authored
Make transformer_engine::getenv independent of C++ ABI version Signed-off-by:Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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- 13 May, 2024 1 commit
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Phuong Nguyen authored
* renamed gelu to act * added relu, srelu, qgelu * fixes initialization for layernorm_fp8_mlp tests * moved activation_fp8 prim into testunit file * Moved NVTE_Activation_Enum to common/.../activation.h --------- Signed-off-by:Phuong Nguyen <phuonguyen@nvidia.com>
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- 02 Apr, 2024 1 commit
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Tim Moon authored
Signed-off-by:Tim Moon <tmoon@nvidia.com>
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- 17 Feb, 2024 1 commit
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Alp Dener authored
* Added QuickGELUActivation from HuggingFace/Transformers to common and pytorch Signed-off-by:
Alp Dener <adener@nvidia.com> * Removing 'qgelu' from double-size activations list in LayerNormMLP. Signed-off-by:
Alp Dener <adener@nvidia.com> * indent fix Signed-off-by:
Alp Dener <adener@nvidia.com> --------- Signed-off-by:
Alp Dener <adener@nvidia.com> Co-authored-by:
Przemyslaw Tredak <ptredak@nvidia.com>
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- 03 Jan, 2024 1 commit
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Przemyslaw Tredak authored
Signed-off-by:Przemek Tredak <ptredak@nvidia.com>
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- 13 Dec, 2023 1 commit
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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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- 24 Oct, 2023 1 commit
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Tim Moon authored
* Do not include logging macros in installed C headers Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Debug logging macros Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Debug C++ tests Use Google style for header includes. Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Update CUDA driver macros Incorporating changes from #389. Co-authored-by:
Tim Moon <tmoon@nvidia.com> Co-authored-by:
Jan Bielak <jbielak@nvidia.com> Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Use core error checking macros in PyTorch extensions Hack to get around macro redefinition warning. Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Fix missing arg when getting CUDA driver error string Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Reuse logging header in frameworks Signed-off-by:
Tim Moon <tmoon@nvidia.com> --------- Signed-off-by:
Tim Moon <tmoon@nvidia.com> Co-authored-by:
Jan Bielak <jbielak@nvidia.com>
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- 30 Aug, 2023 1 commit
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Ming-Xu Huang authored
* [JAX] Fix incorrect sharding when only enable FSDP. Signed-off-by:
Ming Huang <mingh@nvidia.com> * [JAX] Add WAR to memory misaligned issues of LN BWD. Signed-off-by:
Ming Huang <mingh@nvidia.com> * [JAX] Reuse sm_arch for avoiding duplicate code. Signed-off-by:
Ming Huang <mingh@nvidia.com> * [JAX] Support multiple sizes allocation in WorkspaceManager. Signed-off-by:
Ming Huang <mingh@nvidia.com> * [JAX] Use template and ariadic arguments to improve multple sizes allocator. Signed-off-by:
Ming Huang <mingh@nvidia.com> --------- Signed-off-by:
Ming Huang <mingh@nvidia.com>
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- 13 Jun, 2023 1 commit
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Przemyslaw Tredak authored
* Added ReLU and GLU variants to common Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * pyTorch changes Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * PyTorch C++ lint Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * fix Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Bug fix Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * More fixes Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Fix storage errors Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Compute bgrad Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Fix numerical tests Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Fix ONNX export tests Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Review comments Co-authored-by:
Przemyslaw Tredak <ptrendx@gmail.com> Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> --------- Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> Co-authored-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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- 19 May, 2023 1 commit
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Tim Moon authored
* Initial implementation of NVRTC infrastructure Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Initial NVRTC impl for transpose NVRTC gives compilation errors at runtime. Everything else compiles and passes tests as expected. Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Debug NVRTC transpose impl NVRTC kernel compiles, runs, and passes tests with FP32. Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Use variadic template for kernel arguments in RTC kernel launch func Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Refactoring Added utility header for CUDA Runtime API. Optimized concat_strings function. Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Add helper function for regex substitutions in strings Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Add option to disable NVRTC support Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Add support for header includes in NVRTC kernels Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Access lazily-initialized CUDA driver lib and add option to specify CUDA header dir Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Configure NVRTC transpose kernel with simple perf model Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Revert change to tests Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Style fixes Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Add prime-valued test cases Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Fix multiple definition error Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Optimize NVRTC transpose kernel for small data sizes Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Mention NVRTC in docs Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Add unit tests for NVRTC and string utils Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Add comment in install docs about NVRTC Review suggestion from @nouiz Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Debug perf model for RTC transpose kernel Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Remove NVRTC discussion from docs Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Require CUDA headers unless NVRTC is explicitly disabled Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Use diagonal coords in transpose kernel to avoid partition camping Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Use std::call_once for thread-safety Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Minor fixes Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Debug CMake error Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Remove unnecessary call_once Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Remove diagonal coordinates from transpose kernel Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Use size_t indices instead of int Signed-off-by:
Tim Moon <tmoon@nvidia.com> * Review suggestions from @ptrendx Check build-time CUDA include path for run-time CUDA headers. Handle case where CUDA context is initially uninitialized. Signed-off-by:
Tim Moon <tmoon@nvidia.com> --------- Signed-off-by:
Tim Moon <tmoon@nvidia.com>
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- 17 Jan, 2023 1 commit
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Kirthi Shankar Sivamani authored
* Move scale inverse calculation to framework Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * cleanup Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Fix RMSNorm Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Fix tests Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> * Fix gated kernel/geglu Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> Signed-off-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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- 12 Jan, 2023 1 commit
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Przemyslaw Tredak authored
* Add NVTX to TE modules Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * Fix Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * Fix pylint Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * Fix NVTX in _prepare_backward Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * Add NVTX to C API Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * Fix cpplint and link nvToolsExt Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * Add NVTX to GeGlu Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> Signed-off-by:
Przemek Tredak <ptredak@nvidia.com>
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- 10 Jan, 2023 1 commit
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zlsh80826 authored
* Add GeGLU and DGeGLU Signed-off-by:
Reese Wang <rewang@nvidia.com> * Add DGeGLUCT Signed-off-by:
Reese Wang <rewang@nvidia.com> * Update copyright year Signed-off-by:
Reese Wang <rewang@nvidia.com> * Refine shape check Signed-off-by:
Reese Wang <rewang@nvidia.com> * Code refine Signed-off-by:
Reese Wang <rewang@nvidia.com> Signed-off-by:
Reese Wang <rewang@nvidia.com>
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- 03 Jan, 2023 1 commit
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Przemyslaw Tredak authored
Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> Signed-off-by:
Przemek Tredak <ptredak@nvidia.com>
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- 08 Dec, 2022 1 commit
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Przemyslaw Tredak authored
* Move the amax/scale/scale_inv into the TE Tensor struct. Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * Handle multi_cast_transpose Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * Changed softmax to new Tensor Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * First pass at the cpp tests Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * Round of fixes Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * Fix multi_cast_transpose Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> * Fix cast_to_fp8 Co-authored-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> Signed-off-by:
Przemyslaw Tredak <ptrendx@gmail.com> Signed-off-by:
Przemek Tredak <ptredak@nvidia.com> Signed-off-by:
Przemyslaw Tredak <ptrendx@gmail.com> Co-authored-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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- 28 Sep, 2022 1 commit
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Przemek Tredak authored
Co-authored-by:
Kirthi Shankar Sivamani <ksivamani@nvidia.com> Signed-off-by:
Przemek Tredak <ptredak@nvidia.com>
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