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47 Commits
Author SHA1 Message Date
Rahul ChalamalaJanelle CaiDevin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>Devin
 		d3d79ffc1e [Bugfix][Spec Decode] Capture the widest uniform decode batch by default (#50488) 
Signed-off-by: Rahul Chalamala <22563365+rchalamala@users.noreply.github.com>
Signed-off-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Signed-off-by: Rahul Chalamala <rahul@modal.com>
Co-authored-by: Janelle Cai <janelle.cai@modal.com>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Co-authored-by: Devin <devin@cognition.ai>
 2026-08-28 22:38:13 -07:00
Qiu Chunshuo b3af042abd Bugfix: use PCP slot mappings for PIECEWISE capture (#53869) 
Signed-off-by: QiuChunshuo <qiuchunshuo@huawei.com>
 2026-08-27 05:39:36 +00:00
xiaohuguo2023Lucas WilkinsonLucas Wilkinson
 		c74dd2d208 [Bugfix][MRV2] Dispatch uniform decode to a padded FULL cudagraph (#53407) 
Signed-off-by: Xiaohu Guo <Xiaohu.Guo@amd.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: xiaohuguo2023 <149615094+xiaohuguo2023@users.noreply.github.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
 2026-08-25 06:59:38 +00:00
Shanshan ShenandAndreas Karatzas 0ad04cff1b [ROCm][CI] Enable ViT CUDA graph tests on AMD gfx950 GPUs (#52256) 
Signed-off-by: Shanshan Shen <87969357+shen-shanshan@users.noreply.github.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
 2026-08-17 09:52:02 +08:00
Isotr0pyandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com> e2fa28594f [1/N] Unify multiple-path encoder cuda graph support (#49934) 
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 2026-08-02 10:33:23 +08:00
+13
Jiangyun ZhuIsotr0pyThien TranBugen ZhaoYongye ZhuZiming HuangRoger WangIsotr0pyaoshen02Woosuk KwonJee Jee Liaoshen02Summer YangKevin H. LuuBowen WanggnovackNick HillYifan QiaoxiaozhoupyRoy WangJeff MaCodexWei Zhao
 		aeeb36b1f1 [New model] Kimi K3 (#50000) 
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
Signed-off-by: Yifan Qiao <yifanqiao@inferact.ai>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Ziming Huang <zelda.huanghuang@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Isotr0py <mozf@inferact.ai>
Co-authored-by: aoshen02 <aoshen02@users.noreply.github.com>
Co-authored-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: Summer Yang <girasoleyang@gmail.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
Co-authored-by: Bowen Wang <abmfy@icloud.com>
Co-authored-by: gnovack <novackgm@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Yifan Qiao <yifanqiao@inferact.ai>
Co-authored-by: xiaozhoupy <peiyuanzhou1994@gmail.com>
Co-authored-by: Roy Wang <yasong.wang@inferact.ai>
Co-authored-by: Jeff (Junze) Ma <93145857+majunze2001@users.noreply.github.com>
Co-authored-by: Codex <codex@openai.com>
Co-authored-by: Wei Zhao <51183510+wzhao18@users.noreply.github.com>
 2026-07-30 03:49:58 -07:00
Andreas Karatzas f00efc5265 [CI] Isolate cudagraph tests in child processes (#49510) 
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
 2026-07-23 17:16:19 +00:00
Nick HillandClaude Opus 4.8 1dca300653 [CI] Fix and wire encoder/manager cudagraph unit tests (#49339) 
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
 2026-07-21 20:41:16 +01:00
Nick HillandClaude Opus 4.8 de6ec294ef [Bugfix] Fix DSA crash under breakable piecewise cudagraphs (#49302) 
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
 2026-07-21 18:28:13 +01:00
Ilya MarkovandMarkov Ilya f890e1dbe2 [BugFix] Set graph_pool_id before FULL CUDA graph capture in ModelRunner V2 (#48843) 
Signed-off-by: Markov Ilya <markovilya19@gmail.com>
Co-authored-by: Markov Ilya <markovilya19@gmail.com>
 2026-07-21 08:59:26 -04:00
Woosuk KwonBugen ZhaoGiancarlo DelfinIsotr0pyIsotr0pyJee Jee LiRoger WangYifan QiaoClaude Fable 5OpenAI Codex
 		251f7e478e [Model] Add PW CUDA graph support for Inkling [2/N] (#48822) 
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Giancarlo Delfin <32987265+TheEpicDolphin@users.noreply.github.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Isotr0py <mozf@inferact.ai>
Co-authored-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Yifan Qiao <yifanqiao@inferact.ai>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
 2026-07-16 10:28:56 -07:00
Shanshan ShenRoger WangIsotr0py
 		ad32608e24 [MM][Perf][CG] Support dual-path ViT full CUDA graph for DeepSeek-OCR (#43586) 
Signed-off-by: shen-shanshan <467638484@qq.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-06-16 04:35:20 -07:00
Lucas WilkinsonMartin KuklaMatthew BonanniDipika SikkaNickLucchejiahancAlec KohlhoffPorras HuangClaudescoootscooob
 		eb28452b10 [Model] Add DiffusionGemma Support (#45163) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Martin Kukla <martin.kukla@cantab.net>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Dipika Sikka <dsikka@redhat.com>
Co-authored-by: NickLucche <nlucches@redhat.com>
Co-authored-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
Co-authored-by: Alec Kohlhoff <134344302+aleckohlhoff@users.noreply.github.com>
Co-authored-by: Porras Huang <20535584+porrashuang@users.noreply.github.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: scoootscooob <167050519+scoootscooob@users.noreply.github.com>
 2026-06-11 22:17:35 -07:00
JooHo Lee a045c7425f [MM][CG] Profile encoder CUDA graph pool memory (#41714) 
Signed-off-by: JooHo Lee <jooho414@gmail.com>
 2026-06-02 12:27:34 +08:00
Weida Hong dfe8ba7c80 Adjust design around encoder_cudagraph_forward (#42288) 
Signed-off-by: Weida Hong <wdhongtw@google.com>
 2026-05-29 03:02:52 +00:00
Isotr0py f0feb15e7f [Multimodal] Simplify ViT CUDA graph interfaces (#41234) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-05-22 22:31:00 +08:00
Weida Hong 6bb8753db1 Correcting the mock classes for MM GC tests (#43321) 
Signed-off-by: Weida Hong <wdhongtw@google.com>
 2026-05-22 15:21:35 +08:00
Jiangyun Zhu 8a56da3845 [Experimental] Breakable CUDA graph (#42304) 
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
 2026-05-16 22:04:12 +08:00
Baorun (Lauren) Mu a7737cb4f3 [Fix] Misc Fixes in ViT CUDA Graph (#38040) 
Signed-off-by: Baorun Mu <bmu@nvidia.com>
 2026-05-14 23:49:06 +08:00
David Zheng ee38750a75 [Bugfix] Fix spawn_new_process_for_each_test silently swallowing test failures (#41423) 
Signed-off-by: dqzhengAP <dqzheng1996@gmail.com>
 2026-05-06 11:17:15 -04:00
Shanshan ShenandRoger Wang 80118853f4 [MM][Perf][CG] Support ViT full CUDA graph for Qwen3-VL video inference (#38061) 
Signed-off-by: shen-shanshan <467638484@qq.com>
Signed-off-by: Shanshan Shen <87969357+shen-shanshan@users.noreply.github.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2026-04-14 16:49:32 +08:00
Greg PereiraandRobert Shaw 4dd49b06f8 [Bug] Fix Import paths for encoder_cudagraph modules (#38997) 
Signed-off-by: greg pereira <grpereir@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>
 2026-04-05 19:11:58 +00:00
wliao2 32e0c0bfa2 refactor hard coded device string in test files under tests/v1 and tests/lora (#37566) 
Signed-off-by: Liao, Wei <wei.liao@intel.com>
 2026-04-03 11:21:47 +08:00
Woosuk KwonandNick Hill 144030c84e Relocate Encoder CUDA graph manager (#38116) 
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
 2026-03-25 20:52:12 -07:00
Baorun (Lauren) Mu f85e479e66 [Feature] ViT Full CUDA Graph (#35963) 
Signed-off-by: Baorun Mu <bmu@nvidia.com>
 2026-03-23 13:01:10 +08:00
Lucas Wilkinson 1d532f9d8f [DP] Only use DP padding when cudagraphs are actually used (#34102) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
 2026-02-27 15:14:31 -05:00
Lucas Wilkinson c7914d30f9 Reapply [Attention][FA3] Update FA3 to include new swizzle optimization (#34043) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
 2026-02-11 07:07:56 -08:00
yugong333 ffe1fc7a28 Reduce the kernel overhead when num of active loras is smaller than max loras. Multiple cuda graphs are captured for each num of active-loras. (#32005) 
Signed-off-by: Yu Gong <yu3.gong@gmail.com>
 2026-02-02 12:30:06 -05:00
Lucas Wilkinson 3a41459501 [cudagraphs] Refactor cudagraph capture loop (#32946) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
 2026-01-23 13:22:20 -07:00
Lucas WilkinsonandMatthew Bonanni 2261340806 [Misc] Remove pad_for_cudagraphs from config (#30143) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
 2026-01-20 15:05:48 -05:00
Elizabeth ThomasandHarry Mellor 41b6f9200f Remove all2all backend envvar (#30363) 
Signed-off-by: Elizabeth Thomas <email2eliza@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-12-18 19:46:28 +00:00
Matthew Bonanni 7eb6cb6c18 [Attention] Update tests to remove deprecated env vars (#30563) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2025-12-17 09:49:59 -08:00
Lucas Wilkinson 56037dfa2f [BugFix] Fix assert batch_descriptor.num_tokens == num_tokens_padded (#30173) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
 2025-12-09 10:36:12 -05:00
Micah Williamson c014de1ec7 [ROCm][CI] Fix test_cudagraph_mode.py Failure For AMD CI (#29808) 
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
 2025-12-02 22:54:36 +00:00
Harry Mellor 951445a52d Remove default values from InitVars so that they're not stored (#29859) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-12-02 12:16:37 +00:00
Morrison TurnanskyadabeytaLuka GovedičHarry Mellor
 		0838b52e2e [Frontend][torch.compile] CompilationConfig Overhaul (#20283): Set up -O infrastructure (#26847) 
Signed-off-by: morrison-turnansky <mturnans@redhat.com>
Signed-off-by: adabeyta <aabeyta@redhat.com>
Signed-off-by: Morrison Turnansky <mturnans@redhat.com>
Co-authored-by: adabeyta <aabeyta@redhat.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-11-27 01:55:58 -08:00
Lucas Wilkinson 56539cddac [Core] Refactor padding logic and pad for CUDA graphs before attention metadata building (#28579) 2025-11-26 14:07:13 -05:00
Micah Williamson ef1f7030f0 [ROCm][CI] Fix test_cudagraph_mode failure in AMD CI (#29367) 
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
 2025-11-25 07:55:09 +00:00
Jiangyun Zhu 29c9cb8007 [CI] Add tests for cudagraph (#27391) 
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
 2025-10-25 02:37:33 +00:00
Morrison TurnanskyandLuka Govedič 96b9aa5aa0 [Frontend][torch.compile] CompilationConfig Overhaul (#20283): name change compilation level to compilation mode, deprecation compilation level (#26355) 
Signed-off-by: morrison-turnansky <mturnans@redhat.com>
Signed-off-by: Morrison Turnansky <mturnans@redhat.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2025-10-15 02:51:16 +00:00
Cyrus Leung 1e4ecca1d0 [V0 Deprecation] Remove VLLM_USE_V1 from tests (#26341) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-07 15:42:31 +00:00
Harry Mellor d6953beb91 Convert formatting to use ruff instead of yapf + isort (#26247) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-05 07:06:22 -07:00
fhl2000andLuka Govedič f075693da7 [V1] address post issues related to #20059 (part 1) (#23046) 
Signed-off-by: fhl2000 <63384265+fhl2000@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2025-09-26 15:58:19 -04:00
Matthew Bonanni 3468f17ebe [V0 deprecation] Remove _VLLM_V1 suffixes from attention backend names (#25489) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
 2025-09-25 17:37:50 +00:00
Daisy-Ma-coderqqmaCyrus Leung
 		cfbee3d0e7 [CLI env var] Add VLLM_FLASH_ATTN_MAX_NUM_SPLITS_FOR_CUDA_GRAPH in env variables (#25274) 
Signed-off-by: qqma <qqma@amazon.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: qqma <qqma@amazon.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-09-22 10:37:43 -07:00
Matthew BonanniandRobert Shaw 620db1fc58 [Attention] FlashAttention MLA cudagraph support (#23958) 
Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
 2025-09-08 22:05:26 +00:00
fhl2000Luka GovedičLucas WilkinsonLucas Wilkinson
 		74f441f4b5 [Core] Allow full cudagraph with separate attention routines and orthogonal to compilation, add support for FA2 and FlashInfer (#20059) 
Signed-off-by: fhl <2410591650@qq.com>
Signed-off-by: fhl2000 <63384265+fhl2000@users.noreply.github.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
 2025-08-15 10:01:39 -04:00