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da9134bc89
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[ROCm][CI] Give the MoE parallel-launch watchdog room for AITER JIT builds (#62161)
Signed-off-by: Andreas Karatzas <AndreasKaratzas@users.noreply.github.com>
Co-authored-by: Andreas Karatzas <AndreasKaratzas@users.noreply.github.com>
Co-authored-by: Claude <noreply@anthropic.com>
|
2026-10-17 21:49:27 -05:00 |
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cffc0cfa31
|
[CI] Fix B200 FusedMoE Layer Kernels hang on NVSHMEM IB setup (#61695)
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
|
2026-10-16 12:00:12 -04:00 |
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Divakar VermaandClaude Sonnet 5
|
f7ba007b5e
|
[ROCm][MoE] Split AiterExperts by weight-quantization key (#60322)
Signed-off-by: Divakar Verma <divakar.verma@amd.com>
Co-authored-by: Claude Sonnet 5 <noreply@anthropic.com>
|
2026-10-13 00:13:33 -05:00 |
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stefankoncarevic
|
f4dde3132c
|
[CI][ROCm] Reuse AITER's prebuilt MoE module in the modular-kernel harness (#60633)
Signed-off-by: Stefan Koncarevic <stefan.koncarevic@amd.com>
|
2026-10-08 11:18:05 -05:00 |
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Divakar Verma
|
faa9860dbd
|
[ROCm][CI][AiterExperts] Add test coverage for hidden/intermediate padding correctness (#59333)
Signed-off-by: Divakar Verma <divakar.verma@amd.com>
|
2026-10-03 01:53:37 +00:00 |
|
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Wentao Ye
|
bf93e1f92c
|
[Refactor] Remove dead tests utils (#58803)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
|
2026-09-26 09:16:53 -04:00 |
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Divakar VermaandAndreas Karatzas
|
d1f63f2af9
|
[ROCm][CI] Add GELU activation for AiterExperts in the modular-kernel coverage (#58030)
Signed-off-by: Divakar Verma <divakar.verma@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
|
2026-09-22 14:39:13 -05:00 |
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Divakar VermaandAndreas Karatzas
|
95f4925c3a
|
[ROCm][CI] Enable AITER FP8/unquantized cases in modular-kernel sweep + fix MoRI per-tensor FP8 dispatch (#57074)
Signed-off-by: Divakar Verma <divakar.verma@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
|
2026-09-16 19:53:06 -05:00 |
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Harry MellorandClaude Opus 5
|
651a88c09a
|
[CI] Ignore ruff D209, rejoin the docstrings it split, and silence incompatible-rule warnings (#57212)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
|
2026-09-16 10:57:24 -07:00 |
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Harry MellorandClaude Opus 5
|
8c1557a79c
|
Add pydocstyle to the ruff rules (#52136)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: Harry Mellor <hej.mellor@gmail.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
|
2026-09-16 16:44:29 +00:00 |
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Wentao Ye
|
9c7c74bf10
|
[Log] Update deepgemm log (#45857)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
|
2026-06-17 15:34:22 +00:00 |
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x41lakazam
|
3508cb78d4
|
[Bugfix] Fix broken profile_modular_kernel.py (#43300)
|
2026-06-11 12:17:23 +01:00 |
|
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Tyler Michael SmithandClaude Opus 4.6
|
e2f993dc41
|
[WideEP] Integrate DeepEP v2 (#41183)
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
|
2026-06-08 18:07:29 -07:00 |
|
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bnellnm
|
dc68bd8c41
|
[MoE Refactor] FusedMoE/MoERunner inversion refactor (#41184)
Signed-off-by: Bill Nell <bnell@redhat.com>
|
2026-06-08 10:42:58 -04:00 |
|
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Tushar JainandTushar Jain
|
38fd2405f3
|
use split_group for pytorch process group creation (#41980)
Signed-off-by: Tushar Jain <tushar00jain@users.noreply.github.com>
Co-authored-by: Tushar Jain <tushar00jain@users.noreply.github.com>
|
2026-06-04 14:36:07 -04:00 |
|
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bnellnm
|
7b98f498cd
|
[MoE Refactor] Remove supports_expert_map (#43108)
Signed-off-by: Bill Nell <bnell@redhat.com>
|
2026-05-29 17:26:56 -04:00 |
|
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Yongye Zhu
|
2d2c660104
|
[MoE] Remove inplace fused experts mechanism (#43727)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
|
2026-05-27 20:00:19 -07:00 |
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jatseng-ai
|
05c50c721e
|
[ROCm] mori: add InterNodeV1LL inter-node kernel selection via VLLM_MORI_INTERNODE_KERNEL (#41751)
Signed-off-by: jatseng-ai <jatseng@amd.com>
|
2026-05-28 00:33:32 +08:00 |
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bnellnm
|
6427603ae8
|
[MoE Refactor] Move remaining experts classes to experts directory (#42334)
Signed-off-by: Bill Nell <bnell@redhat.com>
|
2026-05-12 09:19:46 -04:00 |
|
|
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1b57eb41f2
|
[MoE] Move various experts classes to fused_moe/experts/ (#41979)
Signed-off-by: Jackmin801 <ongjackm@gmail.com>
Signed-off-by: Robert Shaw <robertgshaw2@gmail.com>
Signed-off-by: Jackmin801 <56836461+Jackmin801@users.noreply.github.com>
Signed-off-by: Bill Nell <bnell@redhat.com>
Co-authored-by: Jackmin801 <ongjackm@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Robert Shaw <robertgshaw2@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Jackmin801 <56836461+Jackmin801@users.noreply.github.com>
|
2026-05-11 07:54:33 +08:00 |
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Jackmin801andClaude
|
079a4cf399
|
[MoE] Move cutlass moe to fused_moe/experts/ (#40574)
Signed-off-by: Jackmin801 <ongjackm@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
|
2026-04-24 06:05:49 +00:00 |
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Jackmin801andRobert Shaw
|
447c372ac5
|
[MoE] Move remaining PrepareAndFinalize to prepare finalize folder (#39009)
Signed-off-by: Robert Shaw <robertgshaw2@gmail.com>
Signed-off-by: Jackmin801 <ongjackm@gmail.com>
Co-authored-by: Robert Shaw <robertgshaw2@gmail.com>
|
2026-04-23 20:00:53 -04:00 |
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bnellnmandRobert Shaw
|
9db4650e5e
|
[MoE Refactor] Add more MoE layer tests (#39349)
Signed-off-by: Bill Nell <bnell@redhat.com>
Signed-off-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
|
2026-04-21 18:12:36 -04:00 |
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bnellnmandRobert Shaw
|
e1e318af01
|
[MoE Refactor] Remove MoE DP chunking (#39107)
Signed-off-by: Bill Nell <bnell@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
|
2026-04-14 09:48:05 -04:00 |
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a776a48b1c
|
[MoE] Move DEEP_GEMM into experts/ subdirectory (#39005)
Signed-off-by: Jackmin801 <ongjackm@gmail.com>
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
|
2026-04-08 19:23:08 +00:00 |
|
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bnellnmandRobert Shaw
|
f01482408c
|
[MoE Refactor][Test] FusedMoE layer test (#24675)
Signed-off-by: Bill Nell <bnell@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
|
2026-04-06 17:17:23 +00:00 |
|
|
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7d6917bef5
|
[ROCm] Fix MoE kernel test failures on gfx950 (#37833)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
Signed-off-by: Matthew Wong <Matthew.Wong2@amd.com>
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Co-authored-by: Matthew Wong <Matthew.Wong2@amd.com>
|
2026-03-25 13:46:40 -05:00 |
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Robert Shaw
|
4383f1532e
|
[MoE] Move PF Methods to Folder (#35927)
|
2026-03-22 02:42:59 -06:00 |
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|
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2754231ba3
|
[Kernel] Add FlashInfer MoE A2A Kernel (#36022)
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Signed-off-by: Leo Tian <lctian@nvidia.com>
Co-authored-by: wzhao18 <wzhao18.sz@gmail.com>
Co-authored-by: Stefano Castagnetta <scastagnetta@nvidia.com>
Co-authored-by: root <root@lyris0267.lyris.clusters.nvidia.com>
|
2026-03-15 23:45:32 -07:00 |
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Xinan MiaoandSouthWest7
|
2cdf92228c
|
[Feature]: Remove Chunking From FusedMoE (#34086)
Signed-off-by: SouthWest7 <am1ao@qq.com>
Signed-off-by: Southwest <1403572259@qq.com>
Signed-off-by: southwest <am1ao@qq.com>
Signed-off-by: Xinan Miao <1403572259@qq.com>
Co-authored-by: SouthWest7 <am1ao@qq.com>
|
2026-03-12 14:24:38 -04:00 |
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Kunshang Ji
|
53ec16a705
|
[Hardware] Replace torch.cuda.device_count/current_device/set_device API (#36145)
Signed-off-by: Kunshang Ji <jikunshang95@gmail.com>
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
|
2026-03-12 07:57:47 -07:00 |
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Kunshang Ji
|
66a2209645
|
[Hardware] Replace torch.cuda.synchronize() api with torch.accelerator.synchronize (#36085)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
|
2026-03-05 10:36:39 +00:00 |
|
|
|
97995f6376
|
[MoE Refactor] Create MK for TRTLLM Kernels (#32564)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Signed-off-by: Robert Shaw <rshaw@neuralmagic.com>
Signed-off-by: Robert Shaw <robertgshaw2@gmail.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <rshaw@neuralmagic.com>
|
2026-03-03 10:39:50 -08:00 |
|
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Tyler Michael SmithandClaude Opus 4.6
|
eb19955c37
|
[WideEP] Remove pplx all2all backend (#33724)
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
|
2026-02-26 14:30:10 -08:00 |
|
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Michael Goin
|
ff1f83b056
|
[Refactor] Replace activation: str with MoEActivation enum (#33843)
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
|
2026-02-11 17:29:32 -08:00 |
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bnellnm
|
d1481ba783
|
[MoE Refactor] Introduce MoERunner abstraction and move execution logic from FusedMoE to DefaultMoERunner (#32344)
Signed-off-by: Bill Nell <bnell@redhat.com>
|
2026-02-10 19:51:07 -05:00 |
|
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bnellnmandRobert Shaw
|
a57c8228ff
|
[Moe Refactor] Make Inplace Flag for FusedMoEModularKernel part of the constructor (#33375)
Signed-off-by: Bill Nell <bnell@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
|
2026-02-05 18:07:18 +00:00 |
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杨朱 · KikiandClaude Opus 4.5
|
b95cc5014d
|
[Misc] Remove deprecated VLLM_ALL2ALL_BACKEND environment variable (#33535)
Signed-off-by: carlory <baofa.fan@daocloud.io>
Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>
|
2026-02-03 15:01:59 +08:00 |
|
|
Michael Goin
|
67ebaff528
|
Refactor NVFP4 Linear utils for ModelOpt and CT (#33201)
Signed-off-by: mgoin <mgoin64@gmail.com>
|
2026-01-30 16:37:42 -08:00 |
|
|
|
5a93b9162b
|
[MoE Refactor] Integrate Naive Prepare Finalize into MK (#32567)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Signed-off-by: Amir Klein <203507526+amirkl94@users.noreply.github.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: amirkl94 <203507526+amirkl94@users.noreply.github.com>
|
2026-01-27 01:28:02 +00:00 |
|
|
Alex Sun
|
49a1262267
|
[AMD][ROCm] MoRI EP: a high-performance all2all backend (#28664)
Signed-off-by: Alex Sun <alex.s@amd.com>
|
2026-01-22 16:33:18 +08:00 |
|
|
Robert Shaw
|
42135d6898
|
[MoE Refactor] Oracle Select FP8+NVFP4 Kernels In Priority (#32414)
|
2026-01-21 08:22:33 -05:00 |
|
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bnellnm
|
327a02d8db
|
[MoE Refactor] Separate Router into OO Classes (#30623)
Signed-off-by: Bill Nell <bnell@redhat.com>
|
2026-01-18 11:40:49 -05:00 |
|
|
wangxiyuan
|
bb4337b34c
|
[Platform] Deprecate seed_everything (#31659)
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
|
2026-01-04 18:34:04 -08:00 |
|
|
Kevin McKay
|
ec58c10ce1
|
[Misc] Fix quantization-related typos (#31116)
Signed-off-by: c0de128 <kevin.mckay@outlook.com>
|
2025-12-21 21:13:48 -08:00 |
|
|
|
3778673ea8
|
[Feat] Refactor for parallel_config in FusedMoEModularKernel (#30282)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
|
2025-12-15 04:21:36 +00:00 |
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bnellnmandTyler Michael Smith
|
2902c34826
|
[Kernels] Remove BatchedTritonOrDeepGemmExperts and default fallback to Triton (#29929)
Signed-off-by: Bill Nell <bnell@redhat.com>
Signed-off-by: bnellnm <49004751+bnellnm@users.noreply.github.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
|
2025-12-03 20:49:00 +00:00 |
|
|
|
2fd893b4ce
|
[Feature] Prefill Context Parallel (PCP) basic support (#28718)
Signed-off-by: QiuChunshuo <qiuchunshuo@huawei.com>
Signed-off-by: FENP <yuanyongjie.yyj@antgroup.com>
Signed-off-by: LookAround <lixushi@huawei.com>
Signed-off-by: Jingchun Gao <gaojingchun1@huawei.com>
Signed-off-by: zhenwenqi2024 <zhenwenqi_2022@qq.com>
Co-authored-by: FENP <yuanyongjie.yyj@antgroup.com>
Co-authored-by: LookAround <lixushi@huawei.com>
Co-authored-by: Jingchun Gao <gaojingchun1@huawei.com>
Co-authored-by: zhenwenqi2024 <zhenwenqi_2022@qq.com>
Co-authored-by: Jingchun Gao <63247409+gjc0824@users.noreply.github.com>
|
2025-11-19 15:52:44 -05:00 |
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bnellnm
|
a1448b4b69
|
[Kernels] Split up fused_moe/layer.py, isolate more modular kernel code (#28064)
|
2025-11-11 07:29:02 -07:00 |
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bnellnm
|
1891cf605a
|
[Bugfix] Fix modular kernel tests (#27707)
Signed-off-by: Bill Nell <bnell@redhat.com>
|
2025-10-29 16:14:33 +08:00 |
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