Commit Graph
167 Commits
Author SHA1 Message Date
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
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
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
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
Jason LiandLuka Govedič 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
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 ZhuandLuka Govedič 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
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
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 SamaniandMichael Goin 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 Hillandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> 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 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
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
ZhiyuandMichael Goin 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
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
elvischenv bba1042c6f [Flashinfer] Support Flashinfer TRTLLM FP8-qkv BF16/FP16-out Attention Kernel (#23647)
Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
2025-09-08 20:53:07 -07:00
Didier Durand 02d411fdb2 [Doc]: fix typos in Python comments (#24115)
Signed-off-by: Didier Durand <durand.didier@gmail.com>
2025-09-02 21:14:07 -07:00
Didier Durand 9701352e4b [Doc]: fix typos in Python comments (#24001)
Signed-off-by: Didier Durand <durand.didier@gmail.com>
2025-08-31 08:21:59 +00:00
Yong Hoon ShinandRoger Wang 9748c5198b [CI] Fix broken compile tests due to unsupported SiluMul+Nvfp4Quant fusion (#23973)
Signed-off-by: Yong Hoon Shin <yhshin@meta.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
2025-08-30 00:14:43 -07:00
0dc9532065 [BUGFIX ] fix undefined silu_and_mul_nvfp4_quant (#23929)
Signed-off-by: hongchao <hongchao@msh.team>
Signed-off-by: Richard Zou <zou3519@gmail.com>
Co-authored-by: hongchao <hongchao@msh.team>
Co-authored-by: Richard Zou <zou3519@gmail.com>
Co-authored-by: Richard Zou <zou3519@users.noreply.github.com>
2025-08-29 09:36:39 -07:00
wangxiyuan 6597d7a456 [Platform] import activation_quant_fusion for CUDA only (#23882)
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
2025-08-28 22:54:16 -07:00
16a45b3a28 [NVIDIA] Support SiluMul + NVFP4 quant fusion (#23671)
Signed-off-by: jindih <jindih@nvidia.com>
Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
Co-authored-by: jindih <jindih@nvidia.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Luka Govedic <lgovedic@redhat.com>
2025-08-28 19:36:50 +00:00
Angela Yi db74d60490 [Bugfix] Add fake mode around passes (#23349)
Signed-off-by: angelayi <yiangela7@gmail.com>
2025-08-28 11:25:56 -04:00
Didier Durand d3da2eea54 [Doc]: fix typos in Python scripts (#23828)
Signed-off-by: Didier Durand <durand.didier@gmail.com>
2025-08-28 05:37:38 -07:00
Kunshang Ji fce10dbed5 [XPU] Add xpu torch.compile support (#22609)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
2025-08-27 05:33:27 +00:00
nvjullin 7ea22e42d5 [Misc] Add override for allreduce fusion thresholds (#23639)
Signed-off-by: Julien Lin <jullin@nvidia.com>
2025-08-26 15:53:04 +00:00
Copilotcopilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>ProExpertProgLuka Govedič
6fad29b11b Remove graph_pool as member of VllmBackend and argument to CUDAGraphWrapper (#23385)
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: ProExpertProg <11367180+ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
2025-08-25 19:34:15 -07:00
weiliangSiyuan FuMichael Goingemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
ae067888d6 Update Flashinfer to 0.2.14.post1 (#23537)
Signed-off-by: Siyuan Fu <siyuanf@nvidia.com>
Signed-off-by: siyuanf <siyuanf@nvidia.com>
Signed-off-by: Weiliang Liu <weiliangl@nvidia.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Siyuan Fu <siyuanf@nvidia.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2025-08-25 18:30:44 -07:00
Lucia FangandLucia Fang c7fc6b1354 fix incompatibililty with non cuda platform for nvfp4 (#23478)
Signed-off-by: Lu Fang <fanglu@fb.com>
Co-authored-by: Lucia (Lu) Fang <fanglu@meta.com>
2025-08-24 15:35:41 -07:00
elvischenvandLuka Govedič 24d0c9e6ed [NVIDIA][torch.compile] Support Flashinfer TRTLLM FP8-q/kv NVFP4-out Attention Kernel (#22703)
Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
2025-08-22 22:09:05 +00:00
Didier Durand 22cf679aad [Doc]: fix various typos in multiple files (#23179)
Signed-off-by: Didier Durand <durand.didier@gmail.com>
2025-08-22 10:38:46 -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
03752dba8f [NVIDIA] Support Flashinfer TRTLLM FP8-q/kv/out Attention Kernel (#21716)
Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
2025-08-19 08:22:15 -04:00
Xiao a4454e9401 chore: disable enable_cpp_symbolic_shape_guards (#23048)
Signed-off-by: Xiao Liu <xiszishu@gmail.com>
2025-08-18 23:08:05 -04:00