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51 Commits
Author SHA1 Message Date
Harry Mellor 8f18feb191 Remove last level references not removed in #26355 (#27260) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-22 09:18:17 +00:00
Isotr0py 6ac5e06f7c [Chore] Clean up pytorch helper functions in vllm.utils (#26908) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: isotr0py <2037008807@qq.com>
 2025-10-18 09:48:22 -07:00
Boyuan Feng 17c540a993 [torch.compile] fix simple inductor graph partition test (#27050) 
Signed-off-by: Boyuan Feng <boyuan@meta.com>
 2025-10-16 21:09:36 -04:00
Richard Zou 9b6504c307 [BugFix] Work around graph partition x torch.compile cache issue (#26956) 
Signed-off-by: Richard Zou <zou3519@gmail.com>
 2025-10-15 20:06:11 -07:00
Boyuan FengandHarry Mellor f57438338d [BugFix] Patch inductor memory plan logic (#26878) 
Signed-off-by: Boyuan Feng <boyuan@meta.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-15 12:51:45 +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
Luka Govedič 2dcd12d357 [torch.compile] Fix tests for torch==2.9 inductor partition (#26116) 
Signed-off-by: ProExpertProg <lgovedic@redhat.com>
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
 2025-10-14 19:55:02 -04:00
Morrison TurnanskyLuka GovedičJiangyun Zhu
 		e3fdb627d9 [FrontEnd] UNREVERT CompilationConfig overhaul (#20283): deprecate use_inductor in favor of backend, simplify custom_ops (#26502) 
Signed-off-by: morrison-turnansky <mturnans@redhat.com>
Signed-off-by: Morrison Turnansky <mturnans@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Jiangyun Zhu <riverclouds.zhu@qq.com>
 2025-10-13 22:47:16 +00:00
Harry Mellor 8fcaaf6a16 Update Optional[x] -> x | None and Union[x, y] to x | y (#26633) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-12 09:51:31 -07:00
baonudesifeizhaiandLuka Govedič cddce79fda [torch.compile] Make inductor partition rules respect splitting_ops #25691 (#25845) 
Signed-off-by: baonudesifeizhai <baonudesifeizhai@gmail.com>
Signed-off-by: baonudesifeizhai <85092850+baonudesifeizhai@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2025-10-10 16:35:28 +00:00
Boyuan Feng b545a0b207 fix test_simple_inductor_graph_partition (#26522) 
Signed-off-by: Boyuan Feng <boyuan@meta.com>
 2025-10-10 06:39:19 +00:00
Jiangyun Zhu 5728da11ea Revert #26113 "[Frontend] CompilationConfig overhaul (#20283): deprecate use_inductor in favor of backend, simplify custom_ops" (#26472) 
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
 2025-10-09 05:43:55 -07:00
Morrison TurnanskyLuka GovedičJiangyun Zhu
 		0c824fc46f [Frontend] CompilationConfig overhaul (#20283): deprecate use_inductor in favor of backend, simplify custom_ops (#26113) 
Signed-off-by: morrison-turnansky <mturnans@redhat.com>
Signed-off-by: Morrison Turnansky <mturnans@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Jiangyun Zhu <riverclouds.zhu@qq.com>
 2025-10-07 12:53:43 -07:00
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 6c04638214 Fix per file ruff ignores related to line length (#26262) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-06 05:12:40 +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
Boyuan FengandLuka Govedič 8945b001db [torch.compile] CUDAGraph Inductor partition integration (#24281) 
Signed-off-by: Boyuan Feng <boyuan@meta.com>
Signed-off-by: Boyuan Feng <fby.1994@gmail.com>
Signed-off-by: boyuanfeng <boyuan@meta.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2025-09-20 01:02:15 +00:00
Jiangyun Zhu b8a93076d3 [CI] execute all piecewise compilation tests together (#24502) 
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
 2025-09-09 11:05:25 -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
co63oc 1bd007f234 fix some typos (#24071) 
Signed-off-by: co63oc <co63oc@users.noreply.github.com>
 2025-09-02 20:44:50 -07:00
Yong Hoon Shin dfd2382039 [torch.compile] Support conditional torch.compile per module (#22269) 
Signed-off-by: Yong Hoon Shin <yhshin@meta.com>
 2025-08-20 16:52:59 +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
Wentao Ye 5c3fbfe46b [Feature] Full Cuda Graph Support for Cutlass MLA and 6% E2E Throughput Improvement (#22763) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-08-15 06:27:30 +00:00
Yong Hoon Shin 4ac7713e32 Add test case for compiling multiple graphs (#21044) 
Signed-off-by: Yong Hoon Shin <yhshin@meta.com>
 2025-07-23 11:00:47 -07:00
Charlie Fu a44b1c951d [Feature][ROCm] Add full graph capture support for TritonAttentionBackend (#19158) 
Signed-off-by: charlifu <charlifu@amd.com>
 2025-06-17 17:03:06 -04:00
Luka Govedič 3597b06a4f [CUDA] Enable full cudagraph for FlashMLA (#18581) 
Signed-off-by: luka <luka@neuralmagic.com>
 2025-06-13 18:12:26 +00:00
Richard Zou 3d64d366e0 [Misc] Change tests/compile to use VLLM_V1 by default (#19302) 
Signed-off-by: rzou <zou3519@gmail.com>
 2025-06-08 16:06:48 +08:00
Richard Zou eaa2e51088 [Bugfix] Re-enable use_cudagraph in vLLM v1 (#19299) 
Signed-off-by: Richard Zou <zou3519@gmail.com>
 2025-06-08 08:56:12 +08:00
Woosuk Kwon b124e1085b [Bugfix] Fix FA3 full cuda graph correctness (#19106) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-06-03 23:10:15 -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
Richard Zou 26b4fa45be Add ability to use CUDAGraphs with use_inductor=False (#17345) 
Signed-off-by: rzou <zou3519@gmail.com>
 2025-05-29 10:16:52 +08:00
Chanh NguyenandChanh Nguyen 7ea2adb802 [Core] Support full cuda graph in v1 (#16072) 
Signed-off-by: Chanh Nguyen <cnguyen@linkedin.com>
Co-authored-by: Chanh Nguyen <cnguyen@linkedin.com>
 2025-05-07 22:30:15 -07:00
Matthew Vine 7a6d45bc8a Support FIPS enabled machines with MD5 hashing (#15299) 
Signed-off-by: Matthew Vine <32849887+MattTheCuber@users.noreply.github.com>
 2025-03-26 20:19:46 -04:00
Harry Mellor cf069aa8aa Update deprecated Python 3.8 typing (#13971) 2025-03-02 17:34:51 -08:00
youkaichao 09b95e36ab [torch.compile] PyTorch 2.6 and nightly compatibility (#12393) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2025-02-07 01:09:07 +08:00
Russell Bryant e489ad7a21 [Misc] Add SPDX-License-Identifier headers to python source files (#12628) 
- **Add SPDX license headers to python source files**
- **Check for SPDX headers using pre-commit**

commit 9d7ef44c3cfb72ca4c32e1c677d99259d10d4745
Author: Russell Bryant <rbryant@redhat.com>
Date:   Fri Jan 31 14:18:24 2025 -0500

    Add SPDX license headers to python source files
    
This commit adds SPDX license headers to python source files as
recommended to
the project by the Linux Foundation. These headers provide a concise way
that is
both human and machine readable for communicating license information
for each
source file. It helps avoid any ambiguity about the license of the code
and can
    also be easily used by tools to help manage license compliance.
    
The Linux Foundation runs license scans against the codebase to help
ensure
    we are in compliance with the licenses of the code we use, including
dependencies. Having these headers in place helps that tool do its job.
    
    More information can be found on the SPDX site:
    
    - https://spdx.dev/learn/handling-license-info/
    
    Signed-off-by: Russell Bryant <rbryant@redhat.com>

commit 5a1cf1cb3b80759131c73f6a9dddebccac039dea
Author: Russell Bryant <rbryant@redhat.com>
Date:   Fri Jan 31 14:36:32 2025 -0500

    Check for SPDX headers using pre-commit
    
    Signed-off-by: Russell Bryant <rbryant@redhat.com>

---------

Signed-off-by: Russell Bryant <rbryant@redhat.com>
 2025-02-02 11:58:18 -08:00
youkaichao 3682e33f9f [v1] fix compilation cache (#11598) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-12-30 04:24:12 +00:00
youkaichao dc5ce861bf [torch.compile] remove compilation_context and simplify code (#10838) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-12-03 06:19:02 +00:00
youkaichao 05d1f8c9c6 [misc] move functions to config.py (#10624) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-11-25 09:27:30 +00:00
youkaichao 0cd3d9717e [7/N] torch.compile, reduce compilation time (#10460) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-11-20 11:20:38 -08:00
youkaichao 803f37eaaa [6/N] torch.compile rollout to users (#10437) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-11-19 10:09:03 -08:00
youkaichao 4fd9375028 [2/N][torch.compile] make compilation cfg part of vllm cfg (#10383) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-11-16 18:02:14 -08:00
youkaichao eea55cca5b [1/N] torch.compile user interface design (#10237) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-11-11 18:01:06 -08:00
youkaichaoandWoosuk Kwon 330e82d34a [v1][torch.compile] support managing cudagraph buffer (#10203) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2024-11-11 11:10:27 -08:00
Aaron Pham 21063c11c7 [CI/Build] drop support for Python 3.8 EOL (#8464) 
Signed-off-by: Aaron Pham <contact@aarnphm.xyz>
 2024-11-06 07:11:55 +00:00
youkaichao ca9844b340 [bugfix] fix weak ref in piecewise cudagraph and tractable test (#10048) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-11-05 14:49:20 -08:00
youkaichao 96e0c9cbbd [torch.compile] directly register custom op (#9896) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-10-31 21:56:09 -07:00