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186 Commits

Author SHA1 Message Date
Ilya Markov
d17ecc6b19
[PERF] Allreduce fusion. Support torch native matching. Tuning of the thresholds (#24248) 
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Signed-off-by: ilmarkov <markovilya197@gmail.com>
Co-authored-by: Luka Govedič <lgovedic@redhat.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
 2025-11-10 18:33:11 -05:00
Boyuan Feng
b158df2813
remove resolve_op_overloads and use splitting_ops directly (#28081) 
Signed-off-by: Boyuan Feng <boyuan@meta.com>
 2025-11-08 01:13:13 +00:00
gmagogsfm
002b07c4b2
[Bugfix] vLLM should check Inductor config for compile cache enablement status (#27637) 
Signed-off-by: Yanan Cao <gmagogsfm@gmail.com>
 2025-11-05 12:22:44 -05:00
Boyuan Feng
6ab183813c
[Graph Partition][Cache] Use inductor partition ops config (#27702) 
Signed-off-by: Boyuan Feng <boyuan@meta.com>
 2025-11-05 13:04:48 +00:00
ahao-anyscale
cac4c10ef0
[BUG] Make 'binary' default option for saving torch compile artifacts when using standalone_compile (#27616) 
Signed-off-by: ahao-anyscale <ahao@anyscale.com>
 2025-11-03 11:13:51 -05:00
Lucas Kabela
94666612a9
[Misc][qwen2_5_vl][torch.compile] Enable supports_torch_compile on generic nn.Module and demonstrate speedup on Qwen Vision model (#23207) 
Signed-off-by: Lucas Kabela <lucaskabela@meta.com>
Signed-off-by: Lucas Kabela <lucasakabela@gmail.com>
 2025-10-28 22:36:43 +00:00
Zhengxu Chen
e3d8186666
[compile] Add fallback path to AOT compile when serialization fails. (#27350) 
Signed-off-by: zhxchen17 <zhxchen17@fb.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-10-28 12:54:26 -04:00
Zhengxu Chen
a00d6254e9
[compile] Disable dynamo guards check for AOT compilation. (#27288) 
Signed-off-by: zhxchen17 <zhxchen17@fb.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-10-28 12:58:12 +00:00
Yeshwanth N
71b1c8b667
[Chore]:Extract math and argparse utilities to separate modules (#27188) 
Signed-off-by: Yeshwanth Surya <yeshsurya@gmail.com>
Signed-off-by: Yeshwanth N <yeshsurya@gmail.com>
Signed-off-by: yeshsurya <yeshsurya@gmail.com>
 2025-10-26 04:03:32 -07:00
Wentao Ye
52efc34ebf
[Log] Optimize Startup Log (#26740) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-24 19:27:04 -04:00
dongbo910220
a0003b56b0
[Chore] Separate out system utilities from vllm.utils (#27201) 
Signed-off-by: dongbo910220 <1275604947@qq.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-10-22 20:25:25 +00:00
Jiangyun Zhu
ab3e80042e
[torch.compile] Enable silu_mul_fp8_quant fusion without custom ops enabled (#27146) 
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
 2025-10-22 00:22:39 -04:00
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
Luka Govedič
bd7157a071
[torch.compile] Enable attention and allreduce fusion without custom ops enabled (#24604) 
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2025-10-17 08:10:23 -06:00
Harry Mellor
6c9fdbf725
[Docs] Replace rst style double-backtick with md single-backtick (#27091) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-17 02:47:34 -07:00
Cyrus Leung
4d4d6bad19
[Chore] Separate out vllm.utils.importlib (#27022) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-17 00:48:59 +00:00
Lucia Fang
11ae016bd7
[torch.compile] Passing only necessary compilation config to inductor pass config (#27041) 
Signed-off-by: Lu Fang <fanglu@fb.com>
Co-authored-by: Lucia (Lu) Fang <fanglu@meta.com>
 2025-10-17 00:01:52 +00:00
Bram Wasti
7d8975de84
Deepseek-v3 Batch Invariant on 8xH100 (#26609) 
Signed-off-by: Bram Wasti <bwasti@meta.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
 2025-10-15 22:06:02 -07:00
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
Morrison Turnansky
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
Angela Yi
b59dd19b55
[compile] Enable sequence parallelism for full cuda graph without specifying compile sizes (#26681) 
Signed-off-by: angelayi <yiangela7@gmail.com>
 2025-10-13 18:15:34 -07:00
Morrison Turnansky
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
Angela Yi
a25f2adee9
[compile] Add patched_fused_scaled_matmul_reduce_scatter (#26604) 
Signed-off-by: angelayi <yiangela7@gmail.com>
 2025-10-11 05:44:43 -07:00
Zhengxu Chen
eef921f45e
AOT Compilation for torch.compile (Bundled) (#24274) 
Signed-off-by: zhxchen17 <zhxchen17@fb.com>
 2025-10-10 19:02:11 -04:00
baonudesifeizhai
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
Jason Li
f4ba2061cf
[BugFix][torch.compile] Fix fused_scaled_matmul_reduce_scatter signature for PyTorch 2.8 (#26038) 
Signed-off-by: jasonlizhengjian <jasonlizhengjian@gmail.com>
Signed-off-by: <>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2025-10-10 07:42:13 -07:00
Andy Lo
67661375fa
[BugFix] Fix noop elimination edge case (#26394) 
Signed-off-by: Andy Lo <andy@mistral.ai>
 2025-10-10 13:33:04 +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 Turnansky
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
Roger Wang
43c146ca42
[Misc] Clean up unnecessary E501 ignore (#26274) 
Signed-off-by: Roger Wang <hey@rogerw.io>
 2025-10-06 07:29:18 +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
Angela Yi
7cfa4b24bf
[BugFix] Fix de-functionalization pass for rotary_embedding (#23953) 
Signed-off-by: angelayi <yiangela7@gmail.com>
 2025-10-03 15:44:18 -07:00
Jiangyun Zhu
c0ec81836f
[torch.compile]: Add VLLM_DEBUG_DUMP_PATH environment variable (#25651) 
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Signed-off-by: Jiangyun Zhu <riverclouds.zhu@qq.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2025-09-27 16:09:00 +00:00
fhl2000
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
Kyle Sayers
de94289a98
[Core] Support weight_loader_v2 for UnquantizedLinearMethod (#23036) 
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
 2025-09-23 18:30:26 -06:00
Michael Goin
7361ab379f
Remove redundant mutates_args and dispatch_key for direct_register_custom_op (#25512) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-09-23 22:48:40 +00:00
rouchenzi
eca7be9077
Add VLLM_ENABLE_INDUCTOR_MAX_AUTOTUNE & VLLM_ENABLE_INDUCTOR_COORDINA… (#25493) 
Signed-off-by: rouchenzi <ruochenwen@gmail.com>
Signed-off-by: rouchenzi <40842833+rouchenzi@users.noreply.github.com>
 2025-09-23 22:17:49 +00:00
Amir Samani
8c1c81a3de
[core] add nccl symmetric memory for all reduce (#24532) 
Signed-off-by: Amir Samani <asamani@nvidia.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2025-09-23 14:33:06 -04:00
Luka Govedič
d5e0fca264
[torch.compile] Cleanup compilation tests and custom passes, add debug utils, fix DCE bug (#23091), fix test (#24376), and prep for custom op matching (#24604) (#24542) 
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: luka <lgovedic@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2025-09-22 12:30:05 -07:00
Nick Hill
a25ade5d47
[BugFix] Ensure appropriate guards in destructors (#25284) 
Signed-off-by: Nick Hill <nhill@redhat.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-09-20 09:06:34 +08:00
Boyuan Feng
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
Lucas Kabela
3da17c2cc2
[Bugfix] Remove VLLM_TEST_DYNAMO_FULLGRAPH_CAPTURE #2969 (#25090) 
Signed-off-by: Lucas Kabela <lucaskabela@meta.com>
 2025-09-19 20:27:21 -04:00
Zhiyu
431535b522
Enable modelopt gemma3 nvfp4/fp8, make workflow more robust (#22771) 
Signed-off-by: Zhiyu Cheng <zhiyuc@nvidia.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2025-09-19 22:40:33 +00:00
Michael Yao
0fb2551c23
[Docs] Fix griffe warning in base_static_graph.py (#25018) 
Signed-off-by: windsonsea <haifeng.yao@daocloud.io>
 2025-09-17 08:49:19 +00:00
Jiangyun Zhu
5bcc153d7b
[Compile] Fix noop_elimination pass and add tests for noop_elimination (#24880) 
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
 2025-09-15 23:33:18 +00:00
Gregory Shtrasberg
9a161307f5
[torch.compile][ROCm][V1] Enable attention output FP8 fusion for V1 attention backends (#19767) 
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Co-authored-by: Luka Govedič <lgovedic@redhat.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2025-09-10 13:59:55 -07:00