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214 Commits

Author SHA1 Message Date
shixianc
7f89ed248f
[Fix] enable swap_ab for pplx problem size computation (#22991) 
Signed-off-by: Shixian Cui <shixian@amazon.com>
Co-authored-by: Shixian Cui <shixian@amazon.com>
 2025-08-15 14:02:12 -07:00
Jinzhen Lin
33c63e9547
[Kernel] [Quantization] Add MXFP4 and bias support for marlin kernel (#22428) 
Signed-off-by: rongfu.leng <rongfu.leng@daocloud.io>
Signed-off-by: Jinzhen Lin <linjinzhen@hotmail.com>
Signed-off-by: Huzaifa Sidhpurwala <huzaifas@redhat.com>
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Animesh Jain <anijain@umich.edu>
Signed-off-by: Rui Qiao <ruisearch42@gmail.com>
Signed-off-by: Xiongfei Wei <isaacwxf23@gmail.com>
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Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: kf <kuanfu.liu@embeddedllm.com>
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
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Co-authored-by: XIn Li <xinli@nvidia.com>
Co-authored-by: Junhao Li <streaver91@gmail.com>
Co-authored-by: Chauncey <chaunceyjiang@gmail.com>
Co-authored-by: iAmir97 <71513472+iAmir97@users.noreply.github.com>
Co-authored-by: iAmir97 <Amir.balwel@embeddedllm.com>
Co-authored-by: Hong Hanh <hanh.usth@gmail.com>
Co-authored-by: Daniel Serebrenik <74646983+pliops-daniels@users.noreply.github.com>
Co-authored-by: yewentao256 <zhyanwentao@126.com>
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Co-authored-by: Pradyun Ramadorai <pradyunr@amazon.com>
Co-authored-by: Nicolò Lucchesi <nicolo.lucchesi@gmail.com>
 2025-08-14 11:23:22 -07:00
Junhao Li
3303f134e0
[Kernel] Add support for block FP8 on SM120 (NVIDIA 5090 and RTX PRO 6000) (#22131) 
Signed-off-by: Junhao Li <junhao@ubicloud.com>
 2025-08-07 19:18:28 -07:00
Wentao Ye
4771df7b2b
[Feature] Non-contiguous Support for FP8 Quantization (#21961) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
 2025-08-05 02:36:43 -07:00
Roberto L. Castro
789562c28c
Support CUTLASS NVFP4 (w4a4) for Blackwell Geforce GPUs (SM120) (#21309) 
Signed-off-by: LopezCastroRoberto <roberto.lopez.castro@udc.es>
 2025-08-03 00:54:22 -07:00
Wentao Ye
1b0a155534
[Perf] Using __nv_fp8_e4m3 instead of c10::e4m3 for per_token_group_quant (#21867) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-07-29 21:50:46 -06:00
Harry Mellor
ba5c5e5404
[Docs] Switch to better markdown linting pre-commit hook (#21851) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-07-29 19:45:08 -07:00
Gregory Shtrasberg
12a223ef9b
[AMD][CI/Build][Bugfix] Guarding CUDA specific functions by ifndef ROCM (#21766) 
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
 2025-07-29 03:35:37 +00:00
lyrisz
c6c9122d50
[Kernel] SM90 CUTLASS FP8 GEMM: add support for swap AB + kernel tuning (#20396) 
Signed-off-by: Faqin Zhong <faqin.zhong@gmail.com>
Co-authored-by: Duncan Moss <djm.moss@gmail.com>
 2025-07-28 23:13:58 +00:00
Wentao Ye
75d29cf4e1
[Perf] Cuda Kernel for Int8 Per Token Group Quant (#21476) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-07-25 17:07:07 -07:00
czhu-cohere
136d750f5f
[Kernel] Improve machete memory bound perf (#21556) 
Signed-off-by: czhu-cohere <conway.zhu@cohere.com>
 2025-07-25 06:53:21 -07:00
Wentao Ye
e8cb0d0495
[Bug] Fix Compressed Tensor NVFP4 cutlass_fp4_group_mm illegal memory access (#21465) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-07-24 08:13:24 -07:00
Gregory Shtrasberg
90eeea8f85
[Bugfix][ROCm] Fix for warp_size uses on host (#21205) 
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
 2025-07-24 00:37:19 -07:00
Wentao Ye
774d0c014b
[Perf] Cuda Kernel for Per Token Group Quant (#21083) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-07-22 07:27:15 -07:00
Duncan Moss
2c8db17cfd
[feat]: add SM100 support for cutlass FP8 groupGEMM (#20447) 
Signed-off-by: Duncan Moss <djm.moss@gmail.com>
Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
Co-authored-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
 2025-07-22 07:27:12 -07:00
Mickaël Seznec
4fb56914c5
[perf] Add fused MLA QKV + strided layernorm (#21116) 
Signed-off-by: Mickael Seznec <mickael@mistral.ai>
Co-authored-by: mgoin <mgoin64@gmail.com>
 2025-07-22 07:07:44 -07:00
shixianc
5780121c95
[Perf] Add swap_ab to SM90 FP8 non-block CUTLASS moe grouped gemm (#20911) 
Signed-off-by: Shixian Cui <shixian@amazon.com>
Co-authored-by: Shixian Cui <shixian@amazon.com>
 2025-07-18 04:34:43 +00:00
Michael Goin
d47661f0cd
[Kernel] Basic tuned configs for NVFP4 CUTLASS dense GEMM (#20646) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-07-11 10:05:33 -06:00
Duncan Moss
5923ab9524
[fix]: disable cutlass block scaled group gemm for EP (#20781) 
Signed-off-by: Duncan Moss <djm.moss@gmail.com>
 2025-07-11 02:39:18 +00:00
Ming Yang
c438183e99
[Bugfix] Fix topk_ids indices_type for CUTLASS w8a8 FP8 MoE (#20166) 
Signed-off-by: Ming Yang <yming@meta.com>
 2025-07-08 23:10:57 +00:00
Lucas Wilkinson
40b86aa05e
[BugFix] Fix: ImportError when building on hopper systems (#20513) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
 2025-07-06 12:17:30 +08:00
Duncan Moss
3d184b95b8
[feat]: CUTLASS block scaled group gemm for SM100 (#19757) 
Signed-off-by: Duncan Moss <djm.moss@gmail.com>
Co-authored-by: Duncan Moss <dmoss@nvidia.com>
 2025-07-04 12:58:04 -06:00
Wentao Ye
783921d889
[Perf] Optimize Vectorization Utils for Int 8 Quantization Kernels (#20331) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-07-04 15:06:24 +08:00
Joonchen Liau
9e5552aa13
[NVIDIA] Support Cutlass w8a8 FP8 for Blackwell Geforce GPUs (sm120) (#17280) 
Signed-off-by: kaln27 <liaojuncheng123@foxmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
 2025-07-02 06:47:19 -06:00
Tyler Michael Smith
3be8d312a2
[Kernel][Bugfix] Fixup some warnings in nvfp4_blockwise_moe when CUDA < 12.8 (#20324) 
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
 2025-07-01 18:05:47 -07:00
周周周
9290de5667
remove unused variables in marlin_template.h (#20236) 2025-07-02 00:51:52 +00:00
Tyler Michael Smith
e8c3bd2cd1
[Bugfix] Fix some narrowing conversion warnings (#20141) 
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
 2025-06-27 09:01:28 -07:00
Michael Goin
44d2e6af63
[Bugfix] Build moe_data for both sm100 and sm90 (#20086) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-06-26 20:50:12 -07:00
Ilya Markov
2d7779f888
[Perf] SM100 FP8 GEMM Optimizations after cutlass_profiler (#20071) 
Signed-off-by: ilmarkov <imarkov@redhat.com>
Co-authored-by: ilmarkov <imarkov@redhat.com>
 2025-06-26 20:50:09 -07:00
Szymon Ożóg
dec66d253b
[Kernel] GGUF MMVQ kernel for multiple input vectors (#18754) 
Signed-off-by: SzymonOzog <szymon.ozog@gmail.com>
 2025-06-16 17:33:26 +08:00
Lu Fang
c6703d1e0d
[MISC] Remove unused variableds in C++ (#19609) 
Signed-off-by: Lu Fang <lufang@fb.com>
 2025-06-15 20:05:28 -07:00
Ilya Markov
e13945f9dd
[Perf] Further tunings for SM100 FP8 CUTLASS kernel (#19566) 2025-06-14 17:25:10 -07:00
jiahanc
294fc1e2c9
[Hardware][NVIDIA][kernel] Fp4 MOE quant kernel optimization (#19500) 2025-06-14 09:34:28 -07:00
Wentao Ye
b6efafd9e4
[Perf] Vectorize static / dynamic INT8 quant kernels (#19233) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-06-12 06:51:41 -07:00
Ning Xie
2f1c19b245
[CI] change spell checker from codespell to typos (#18711) 
Signed-off-by: Andy Xie <andy.xning@gmail.com>
 2025-06-11 19:57:10 -07:00
ElizaWszola
84166fee97
[Kernel] Integrate CUTLASS MoE kernel with PPLX (#18762) 
Signed-off-by: ElizaWszola <ewszola@redhat.com>
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
 2025-06-06 18:26:11 -07:00
Chiyue Wei
61059bee40
[Hardware][NVIDIA] FP4 MoE kernel optimization (#19110) 
Signed-off-by: Chiyue Wei <chiyuew@nvidia.com>
Co-authored-by: Chiyue Wei <chiyuew@nvidia.com>
 2025-06-05 09:48:26 -07:00
Michael Goin
53a5a0ce30
[Perf] Tunings for SM100 FP8 CUTLASS kernel (#18778) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-06-04 10:46:28 -07:00
Lain
5f2cd251d2
Sm100 blockwise fp8 swap ab (#18564) 2025-06-04 07:48:45 -07:00
Michael Goin
e31446b6c8
[Perf] Tune scaled_fp8_quant by increasing vectorization (#18844) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-06-03 13:48:25 -07:00
Simon Mo
02f0c7b220
[Misc] Add SPDX-FileCopyrightText (#19100) 
Signed-off-by: simon-mo <simon.mo@hey.com>
 2025-06-03 11:20:17 -07:00
Tyler Michael Smith
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
Jinzhen Lin
e73b7dfd69
[Bugfix] fix an illegal memory access was encountered of marlin kernel + act_order (#18245) 2025-05-16 16:02:44 -07:00
Lain
e23564cb70
use ceil_div in cutlass block scaling shape check (#17918) 2025-05-16 03:02:58 -07:00
Charlie Fu
7b2f28deba
[AMD][torch.compile] Enable silu+fp8_quant fusion for rocm (#18082) 
Signed-off-by: charlifu <charlifu@amd.com>
 2025-05-13 22:13:56 -07:00
Driss Guessous
e57e4d6e9e
Fix Broken macro for cutlass moe (#18049) 
Signed-off-by: drisspg <drisspguessous@gmail.com>
 2025-05-12 23:31:06 -07:00
Arjun Kathuria
d8487ef557
[ROCm]: Fix build from source failure with gcc14 and ROCm 6.3 (#13779) 
Signed-off-by: Arjun Kathuria <arjun.kathuria8@gmail.com>
 2025-05-12 20:36:33 -07:00
Jinzhen Lin
d74e5f37bc
[Kernel] fp4 marlin kernel (#17687) 
Signed-off-by: Jinzhen Lin <linjinzhen@hotmail.com>
 2025-05-10 19:58:49 -07:00
Pavani Majety
0c0fdae84f
[Hardware/NVIDIA/Kernel] Enable nvidia/DeepSeek-R1-FP4 Model (#16362) 2025-05-09 16:24:41 -07:00
Shu Wang
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