Tuan, Hoang-Trong
47043eb678
[Kernel] Triton implementation of causal-conv1d for Mamba-based models ( #18218 )
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Signed-off-by: Tuan M. Hoang-Trong <tmhoangt@us.ibm.com>
Co-authored-by: Tuan M. Hoang-Trong <tmhoangt@us.ibm.com>
Co-authored-by: Tyler Michael Smith <tysmith@redhat.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
2025-07-09 12:53:55 -07:00
Duncan Moss
3d184b95b8
[feat]: CUTLASS block scaled group gemm for SM100 ( #19757 )
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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
Joonchen Liau
9e5552aa13
[NVIDIA] Support Cutlass w8a8 FP8 for Blackwell Geforce GPUs (sm120) ( #17280 )
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Signed-off-by: kaln27 <liaojuncheng123@foxmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
2025-07-02 06:47:19 -06:00
Huy Do
6c9837a761
Fix cuda_archs_loose_intersection when handling sm_*a ( #20207 )
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Signed-off-by: Huy Do <huydhn@gmail.com>
2025-06-29 16:52:34 -07:00
li haoyang
0740e29b66
[Feature] add quick all reduce ( #19744 )
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Signed-off-by: ilmarkov <imarkov@redhat.com>
Signed-off-by: Haoyang Li <Haoyang.Li@amd.com>
Co-authored-by: ilmarkov <imarkov@redhat.com>
2025-06-26 20:54:24 -07:00
Michael Goin
44d2e6af63
[Bugfix] Build moe_data for both sm100 and sm90 ( #20086 )
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Signed-off-by: mgoin <mgoin64@gmail.com>
2025-06-26 20:50:12 -07:00
Michael Goin
bf57ccc5c2
Remove sm120 arch from sm100 cutlass kernel arch list ( #19716 )
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Signed-off-by: mgoin <mgoin64@gmail.com>
2025-06-17 11:49:39 -07:00
Huy Do
bc956b38d0
Only build CUTLASS MoE kernels on Hopper ( #19648 )
2025-06-14 11:44:15 -07:00
Conroy Cheers
59abbd84f9
[Fix] Allow kernel compilation for CUDA capability 8.7 ( #19328 )
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Signed-off-by: Conroy Cheers <conroy@corncheese.org>
2025-06-09 02:57:23 -07:00
ElizaWszola
84166fee97
[Kernel] Integrate CUTLASS MoE kernel with PPLX ( #18762 )
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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
Vadim Gimpelson
5d6d1adf15
[KERNEL] Sampler. CUDA kernel for applying repetition penalty ( #18437 )
2025-06-03 21:13:01 -07:00
Gregory Shtrasberg
9e6f61e8c3
[ROCm][Build] Clean up the ROCm build ( #19040 )
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Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
2025-06-02 20:47:47 -07:00
Luka Govedič
a3896c7f02
[Build] Fixes for CMake install ( #18570 )
2025-05-27 20:49:24 -04:00
almersawi
a547aeb828
feat(rocm-support): support mamba2 on rocm ( #18565 )
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Signed-off-by: Islam Almersawi <islam.almersawi@openinnovation.ai>
Co-authored-by: Islam Almersawi <islam.almersawi@openinnovation.ai>
2025-05-27 00:07:53 -07:00
Simon Mo
1068556b2c
[Bugfix][Build/CI] Fixup CUDA compiler version check for CUDA_SUPPORTED_ARCHS ( #18579 )
2025-05-23 07:43:58 -07:00
Tyler Michael Smith
6e588da0f4
[Build/CI] Fix CUDA 11.8 build ( #17679 )
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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
Lucas Wilkinson
c7852a6d9b
[Build] Allow shipping PTX on a per-file basis ( #18155 )
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Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
2025-05-15 16:41:55 -07:00
Tao He
60f7624334
Implements dual-chunk-flash-attn backend for dual chunk attention with sparse attention support ( #11844 )
2025-05-12 19:52:47 -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 )
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Signed-off-by: Shu Wang <shuw@nvidia.com>
2025-05-08 15:09:55 -07:00
Jinzhen Lin
1d0c9d6b2d
[Kernel] some optimizations for dense marlin and moe marlin ( #16850 )
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Signed-off-by: Jinzhen Lin <linjinzhen@hotmail.com>
2025-05-05 09:39:30 -07:00
Tyler Michael Smith
f62cad6431
[Build/CI] Upgrade CUTLASS to 3.9.2 ( #17641 )
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Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
2025-05-04 19:23:17 -07:00
Tyler Michael Smith
c8386fa61d
[Build/CI] Upgrade CUTLASS to 3.9.1 ( #17602 )
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Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
2025-05-02 22:25:14 -07:00
Caleb_Du
3e887d2e0c
permute/unpermute kernel for moe optimization ( #14568 )
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Signed-off-by: Caleb_Du <Caleb_Du@zju.edu.cn>
2025-05-02 11:31:55 -07:00
Sage Moore
460a2b1100
[torch.compile] Add torch inductor pass for fusing silu_and_mul with subsequent scaled_fp8_quant operations ( #10867 )
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Signed-off-by: Sage Moore <sage@neuralmagic.com>
2025-05-01 07:59:28 -07:00
Huy Do
2c4f59afc3
Update PyTorch to 2.7.0 ( #16859 )
2025-04-29 19:08:04 -07:00
Kaixi Hou
ed7a29d9f8
[NVIDIA] Support Cutlass MLA for Blackwell GPUs ( #16032 )
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Signed-off-by: kaixih <kaixih@nvidia.com>
2025-04-27 06:29:21 -07:00
Charlie Fu
188b7f9b8c
[Performance][ROCm] Add skinny gemms for unquantized linear on ROCm ( #15830 )
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Signed-off-by: charlifu <charlifu@amd.com>
Co-authored-by: Tyler Michael Smith <tysmith@redhat.com>
2025-04-21 20:46:22 -07:00
Jinzhen Lin
d06ba4ed3f
[Kernel] moe wna16 marlin kernel ( #14447 )
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Signed-off-by: Jinzhen Lin <linjinzhen@hotmail.com>
Co-authored-by: Michael Goin <michael@neuralmagic.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
2025-04-14 20:05:22 -07:00
DefTruth
e9528f6dc6
[Kernel] support merge_attn_states CUDA kernel, 3x speedup ( #16173 )
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Signed-off-by: DefTruth <qiustudent_r@163.com>
2025-04-11 06:50:50 -06:00
Ilya Markov
b7b7676d67
[Distributed] Add custom allreduce support for ROCM ( #14125 )
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Signed-off-by: ilmarkov <imarkov@redhat.com>
Co-authored-by: ilmarkov <imarkov@redhat.com>
2025-03-31 22:49:12 -07:00
Harry Mellor
e6e3c55ef2
Move dockerfiles into their own directory ( #14549 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-03-31 13:47:32 -07:00
youkaichao
555aa21905
[V1] Fully Transparent Implementation of CPU Offloading ( #15354 )
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Signed-off-by: youkaichao <youkaichao@gmail.com>
2025-03-31 20:22:34 +08:00
Gregory Shtrasberg
c802f5430d
[ROCm][AMD][Build] Update AMD supported arch list ( #15632 )
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Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
2025-03-28 20:39:18 -07:00
ElizaWszola
9239bf718e
[Kernel] CUTLASS grouped gemm fp8 MoE kernel ( #13972 )
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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
Michael Goin
14f301b541
Update to torch==2.6.0 ( #12721 )
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Signed-off-by: mgoin <michael@neuralmagic.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: luka <luka@neuralmagic.com>
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-03-14 16:58:30 -04:00
Yajie Wang
977a16772c
[Bugfix][Kernel]: Fix AllSpark kernel compilation errors and enable for CUDA < 12.0 ( #14430 )
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Signed-off-by: wyj371990 <wyj371990@alibaba-inc.com>
2025-03-14 09:55:14 -07:00
TJian
916836bbfb
[FEAT] [ROCm] [Embedding] Add encoder-only model support into ROCm Flash Attention to enable embedding models. ( #14664 )
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Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
2025-03-12 09:31:19 -07:00
Sage Moore
45f3f3f59e
[ROCm][Bugfix] Ensure that the moe_wna16_gemm kernel is not built on ROCm platforms. ( #14629 )
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Signed-off-by: Sage Moore <sage@neuralmagic.com>
2025-03-12 08:00:28 -04:00
Lucas Wilkinson
07b4b7a37f
[BugFix/Build] Fix sparse kernels not getting built on hopper ( #14572 )
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Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
2025-03-11 17:09:03 +00:00
Jinzhen Lin
90e88ab756
[Kernel] moe wna16 cuda kernel ( #13321 )
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Signed-off-by: Jinzhen Lin <linjinzhen@hotmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
2025-03-10 20:12:40 -04:00
Lucas Wilkinson
7caff01a7b
[Build/BugFix] Fix hopper 12.8 build ( #14354 )
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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
Michael Goin
e123aafdf0
Disable GPTQ AllSpark kernels for CUDA Compiler < 12.0 ( #14157 )
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Signed-off-by: mgoin <mgoin64@gmail.com>
2025-03-05 12:25:24 +08:00
kushanam
f89978ad7c
add cutlass support for blackwell fp8 gemm ( #13798 )
2025-03-04 07:55:07 -08:00
YajieWang
6a92ff93e1
[Misc][Kernel]: Add GPTQAllSpark Quantization ( #12931 )
2025-02-28 22:30:59 -08:00
Lucas Wilkinson
f95903909f
[Kernel] FlashMLA integration ( #13747 )
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Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
2025-02-27 10:35:08 +08:00
Henry Tsang
094b7d9496
[Kernel][Build/CI] Bump CUTLASS to 3.8 and add initializers for cutlass epilogues ( #13797 )
2025-02-25 18:52:03 -08:00
Gregory Shtrasberg
aabeb2688f
[ROCm][Quantization][Kernel] Using HIP FP8 header ( #12593 )
2025-02-25 00:39:59 -08:00
Kaixi Hou
e109e598c7
[NVIDIA] Support nvfp4 cutlass gemm ( #13571 )
2025-02-22 05:24:05 -08:00
Gregory Shtrasberg
0023cd2b9d
[ROCm] MI300A compile targets deprecation ( #13560 )
2025-02-19 23:05:00 -08:00
