|
|
6e588da0f4
|
[Build/CI] Fix CUDA 11.8 build (#17679)
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Signed-off-by: Tyler Michael Smith <tysmith@redhat.com>
Co-authored-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
|
2025-05-22 12:13:54 -07:00 |
|
|
|
e23564cb70
|
use ceil_div in cutlass block scaling shape check (#17918)
|
2025-05-16 03:02:58 -07:00 |
|
|
|
e57e4d6e9e
|
Fix Broken macro for cutlass moe (#18049)
Signed-off-by: drisspg <drisspguessous@gmail.com>
|
2025-05-12 23:31:06 -07:00 |
|
|
|
0c0fdae84f
|
[Hardware/NVIDIA/Kernel] Enable nvidia/DeepSeek-R1-FP4 Model (#16362)
|
2025-05-09 16:24:41 -07:00 |
|
|
|
376786fac1
|
Add cutlass support for blackwell fp8 blockwise gemm (#14383)
Signed-off-by: Shu Wang <shuw@nvidia.com>
|
2025-05-08 15:09:55 -07:00 |
|
|
|
c12df53b60
|
[Bugfix] Fix cutlass dispatch for fp8/int8 to properly invoke M<=16 c… (#16751)
Signed-off-by: Ther-LF <2639852836@qq.com>
|
2025-04-27 19:38:42 -07:00 |
|
|
|
7b8a2ab76f
|
[Kernel] Add expert_map support to Cutlass FP8 MOE (#16861)
Signed-off-by: varun sundar rabindranath <vsundarr@redhat.com>
Co-authored-by: varun sundar rabindranath <vsundarr@redhat.com>
|
2025-04-21 20:44:32 -07:00 |
|
|
|
9239bf718e
|
[Kernel] CUTLASS grouped gemm fp8 MoE kernel (#13972)
Signed-off-by: ElizaWszola <eliza@neuralmagic.com>
Signed-off-by: ElizaWszola <ewszola@redhat.com>
Co-authored-by: Lucas Wilkinson <wilkinson.lucas@gmail.com>
|
2025-03-27 00:54:44 +00:00 |
|
|
|
7caff01a7b
|
[Build/BugFix] Fix hopper 12.8 build (#14354)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
|
2025-03-08 08:11:56 +00:00 |
|
|
|
f89978ad7c
|
add cutlass support for blackwell fp8 gemm (#13798)
|
2025-03-04 07:55:07 -08:00 |
|
|
|
288cc6c234
|
[Attention] MLA with chunked prefill (#12639)
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Patrick Horn <patrick.horn@gmail.com>
Co-authored-by: simon-mo <xmo@berkeley.edu>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
|
2025-02-21 15:30:12 -08:00 |
|
|
|
839b27c6cc
|
[Kernel]Add streamK for block-quantized CUTLASS kernels (#12978)
|
2025-02-20 22:14:24 -08:00 |
|
|
|
c1e37bf71b
|
[Kernel][Bugfix] Refactor and Fix CUTLASS 2:4 Sparse Kernels (#13198)
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
|
2025-02-14 00:01:14 +00:00 |
|
|
|
8a69e0e20e
|
[CI/Build] Auto-fix Markdown files (#12941)
|
2025-02-08 04:25:15 -08:00 |
|
|
|
c11de33dad
|
[Bugfix][Kernel] Fix per-token/per-channel quantization for Hopper scaled mm (#12696)
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
|
2025-02-03 13:04:59 -08:00 |
|
|
|
eb5741ad42
|
[Kernel][Quantization] Integrate block-quantized CUTLASS kernels for DeepSeekV3 (#12587)
Integrates the block-quantized kernels introduced in
https://github.com/vllm-project/vllm/pull/11868 for use in linear
layers.
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
|
2025-01-31 15:29:11 -08:00 |
|
|
|
9798b2fb00
|
[Kernel] Update cutlass_scaled_mm to support 2d group (blockwise) scaling (#11868)
|
2025-01-30 18:33:00 -08:00 |
|
|
|
4068f4b5b5
|
[MISC] Replace c10::optional with std::optional (#11730)
Signed-off-by: Lu Fang <lufang@fb.com>
|
2025-01-05 10:20:34 +09:00 |
|
|
|
8936316d58
|
[Kernel] Refactor Cutlass c3x (#10049)
Signed-off-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
|
2024-12-19 07:00:18 +00:00 |
|
|
|
60508ffda9
|
[Kernel]: Cutlass 2:4 Sparsity + FP8/Int8 Quant Support (#10995)
Co-authored-by: Faraz Shahsavan <faraz.shahsavan@gmail.com>
Co-authored-by: ilmarkov <markovilya197@gmail.com>
Co-authored-by: Rahul Tuli <rahul@neuralmagic.com>
Co-authored-by: rshaw@neuralmagic.com <rshaw@neuralmagic.com>
|
2024-12-18 09:57:16 -05:00 |
|
|
|
96d999fbe8
|
[Kernel] Initial Machete W4A8 support + Refactors (#9855)
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
|
2024-11-18 12:59:29 -07:00 |
|
|
|
d1e8240875
|
[Bugfix] Fix spurious "No compiled cutlass_scaled_mm ..." for W8A8 on Turing (#9487)
|
2024-10-22 15:41:13 -07:00 |
|
|
|
aeb37c2a72
|
[CI/Build] Per file CUDA Archs (improve wheel size and dev build times) (#8845)
|
2024-10-03 22:55:25 -04:00 |
|
|
|
8d59dbb000
|
[Kernel] Add per-tensor and per-token AZP epilogues (#5941)
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
|
2024-08-06 18:17:08 +00:00 |
|
|
|
8571ac4672
|
[Kernel] Update CUTLASS to 3.5.1 (#7085)
|
2024-08-05 15:13:43 -04:00 |
|
|
|
35e9c12bfa
|
[Kernel] Tuned int8 Cutlass Kernels for SM75 (T4) (#6996)
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
|
2024-07-31 14:40:32 -07:00 |
|
|
|
93548eb37e
|
[Kernel] Enable FP8 Cutlass for Ada Lovelace (#6950)
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
|
2024-07-31 14:40:22 -07:00 |
|
|
|
af647fb8b3
|
[Kernel] Tuned int8 kernels for Ada Lovelace (#6848)
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
|
2024-07-29 20:24:58 -06:00 |
|
|
|
766435e660
|
[Kernel] Tuned FP8 Kernels for Ada Lovelace (#6677)
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
|
2024-07-29 09:42:35 -06:00 |
|
|
|
55712941e5
|
[Bug Fix] Illegal memory access, FP8 Llama 3.1 405b (#6852)
|
2024-07-27 02:27:44 +00:00 |
|
|
|
9dad5cc859
|
[Kernel] Turn off CUTLASS scaled_mm for Ada Lovelace (#6384)
|
2024-07-14 13:37:19 +00:00 |
|
|
|
6a2d659d28
|
[Bugfix] Fix compute datatype for cutlass 3.x epilogues (#5931)
|
2024-06-28 17:10:34 +00:00 |
|
|
|
5bfd1bbc98
|
[Kernel] Adding bias epilogue support for cutlass_scaled_mm (#5560)
Co-authored-by: Chih-Chieh-Yang <7364402+cyang49@users.noreply.github.com>
Co-authored-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
|
2024-06-26 15:16:00 +00:00 |
|
|
|
6c916ac8a8
|
[BugFix] [Kernel] Add Cutlass2x fallback kernels (#5744)
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
|
2024-06-23 21:07:11 +00:00 |
|
|
|
3f3b6b2150
|
[Bugfix] Fix the CUDA version check for FP8 support in the CUTLASS kernels (#5715)
|
2024-06-20 18:36:10 +00:00 |
|
|
|
a7dcc62086
|
[Kernel] Update Cutlass int8 kernel configs for SM80 (#5275)
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
|
2024-06-20 13:33:21 +00:00 |
|
|
|
111af1fa2c
|
[Kernel] Update Cutlass int8 kernel configs for SM90 (#5514)
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
|
2024-06-20 06:37:08 +00:00 |
|
|
|
703475f6c2
|
[Kernel] Fix CUTLASS 3.x custom broadcast load epilogue (#5516)
|
2024-06-14 09:30:15 -07:00 |
|
|
|
85657b5607
|
[Kernel] Factor out epilogues from cutlass kernels (#5391)
Co-authored-by: Michael Goin <michael@neuralmagic.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: zifeitong <zifei.tong@parasail.io>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-neuralmagic@users.noreply.github.com>
|
2024-06-13 11:22:19 -07:00 |
|
|
|
5467ac3196
|
[Kernel][Misc] Use TORCH_LIBRARY instead of PYBIND11_MODULE for custom ops (#5047)
|
2024-06-09 16:23:30 -04:00 |
|
|
|
ccd4f129e8
|
[Kernel] Add GPU architecture guards to the CUTLASS w8a8 kernels to reduce binary size (#5157)
Co-authored-by: Cody Yu <hao.yu.cody@gmail.com>
|
2024-06-05 10:44:15 -07:00 |
|
|
|
f081c3ce4b
|
[Kernel] Update Cutlass fp8 configs (#5144)
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-neuralmagic@users.noreply.github.com>
|
2024-06-01 08:46:07 +00:00 |
|
|
|
260d119e86
|
[Kernel] Refactor CUTLASS kernels to always take scales that reside on the GPU (#5137)
|
2024-06-01 06:45:32 +00:00 |
|
|
|
1197e02141
|
[Build] Guard against older CUDA versions when building CUTLASS 3.x kernels (#5168)
|
2024-05-31 17:21:38 -07:00 |
|
|
|
8674f9880e
|
[Kernel] Fixup for CUTLASS kernels in CUDA graphs (#4954)
Pass the CUDA stream into the CUTLASS GEMMs, to avoid future issues with CUDA graphs
|
2024-05-22 14:10:43 +00:00 |
|
|
|
5f6d10c14c
|
[CI/Build] Enforce style for C++ and CUDA code with clang-format (#4722)
|
2024-05-22 07:18:41 +00:00 |
|
|
|
2060e93659
|
[Kernel] Add w8a8 CUTLASS kernels (#4749)
|
2024-05-16 18:32:50 -04:00 |
|
