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23 Commits

Author SHA1 Message Date
Maral
2e9034c998 [W8A8 Block Linear Refactor][2/N] Remove W8A8Fp8BlockLinearOp and adopt Fp8 block linear kernel selections. (#33892) 
Signed-off-by: maral <maralbahari.98@gmail.com>
Signed-off-by: Maral <maralbahari.98@gmail.com>
 2026-04-09 08:50:39 +08:00
Carl Y
1f5ec2889c [mla] Support fused FP8/NVFP4 output quantization in MLA attention (#35792) (#36205) 
Signed-off-by: Carl You <4531192+carlyou@users.noreply.github.com>
Signed-off-by: Carl Y <4531192+carlyou@users.noreply.github.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
 2026-04-02 21:16:11 -04:00
Monishver
c09ad767cd Feature/silu block quant fusion v1 (#32996) 
Signed-off-by: Monishver Chandrasekaran <monishverchandrasekaran@gmail.com>
 2026-04-01 18:50:43 +00:00
Luka Govedič
40bb175027 [vLLM IR] 1/N Implement IR skeleton and rms_norm op (#33825) 
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: Xinyu Chen <xinyu1.chen@intel.com>
Signed-off-by: chzhang <chaojun.zhang@intel.com>
Signed-off-by: Luka Govedic <luka.govedic@gmail.com>
Co-authored-by: Xinyu Chen <xinyu1.chen@intel.com>
Co-authored-by: Chaojun Zhang <chaojun.zhang@intel.com>
Co-authored-by: Luka Govedič <ProExpertProg@h100-01.nemg-001.lab.rdu2.dc.redhat.com>
 2026-03-31 22:15:05 -04:00
BadrBasowid
077a9a8e37 [torch.compile] Refactor Attention Quant Fusion Pass and Remove Boilerplate (#37373) 
Signed-off-by: BadrBasowid <badr.basowid@gmail.com>
Co-authored-by: vllmellm <vllm.ellm@embeddedllm.com>
 2026-03-31 14:15:50 -04:00
vllmellm
42e9547976 [ROCm][Test] Fix ROCM_AITER_UNIFIED_ATTN attn+quant fusion test (#37640) 
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
 2026-03-25 05:06:15 +00:00
Wentao Ye
c59a132f96 [V0 Deprecation] Refactor kv cache from list to element (#37487) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2026-03-23 20:10:11 -07:00
Wentao Ye
0d81a1fe61 [V0 Deprecation] Deprecate virtual engine (#37195) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2026-03-18 14:30:14 -07:00
Terry Gao
3e6a1e1686 [Custom Ops] Add functional + out variant for scaled_fp4_quant (#34389) 
Signed-off-by: tianrengao <terrygao87@gmail.com>
 2026-03-16 18:51:46 -04:00
Rohan Potdar
a4ad9db541 Enable RoPE+KV cache fusion for ROCm AITER FA (non-shuffle layout) (#35786) 
Signed-off-by: Rohan138 <rohanpotdar138@gmail.com>
 2026-03-13 07:33:22 +00:00
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
Bhuminjay Soni
fb3e78ab09 [Feature][CI]: compare func & no_func outputs in test_functionalization.py (#35481) 
Signed-off-by: Bhuminjay <bhuminjaysoni@gmail.com>
Signed-off-by: Bhuminjay Soni <Soni5Happy@gmail.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2026-03-04 18:01:16 +00:00
TJian
fb7fdc49c4 [ROCm] [CI] Add new fusion test cases that are relevant to vLLM IR Ops (#34307) 
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: vllmellm <vllm.ellm@embeddedllm.com>
 2026-03-03 06:24:21 -08:00
Itay Alroy
dea268336f [1/N] Elastic EP Milestone 2 (#34861) 
Signed-off-by: Yongji Wu <wuyongji317@gmail.com>
Signed-off-by: Itay Alroy <ialroy@nvidia.com>
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Signed-off-by: Ron Tourgeman <rtourgeman@nvidia.com>
Co-authored-by: Yongji Wu <wuyongji317@gmail.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Ron Tourgeman <rtourgeman@nvidia.com>
 2026-02-28 04:46:42 +00:00
Hanjie Qiu
71dfce6aa6 [Kernel] Refactor FlashInfer allreduce for mnnvl backend (#34109) 
Signed-off-by: hjjq <50634613+hjjq@users.noreply.github.com>
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Co-authored-by: wzhao18 <wzhao18.sz@gmail.com>
Co-authored-by: Wei Zhao <51183510+wzhao18@users.noreply.github.com>
 2026-02-26 03:17:20 +00:00
Rohan Potdar
f38f8c9742 [ROCm]: Enable customop and rope+kvcache fusion for AITER RoPE (#35180) 
Signed-off-by: Rohan138 <rohanpotdar138@gmail.com>
 2026-02-25 04:36:40 +00:00
BadrBasowid
6af03f2394 [Refactor] [1/N] Reorganize kernel abstraction directory (#34055) 
Signed-off-by: BadrBasowid <badr.basowid@gmail.com>
Co-authored-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
 2026-02-24 06:47:22 +00:00
Rohan Potdar
2ff4e51152 [ROCm] AITER fused RoPE+KVCache (#33443) 
Signed-off-by: Rohan138 <rohanpotdar138@gmail.com>
Signed-off-by: charlifu <charlifu@amd.com>
Signed-off-by: Rohan Potdar <66227218+Rohan138@users.noreply.github.com>
Co-authored-by: charlifu <charlifu@amd.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Douglas Lehr <91553416+dllehr-amd@users.noreply.github.com>
 2026-02-23 19:06:00 -08:00
Rohan Potdar
fd618871b4 [Bugfix]: Fix ROCm fusion attn test; use AttentionBackend utils to create kv cache (#33948) 
Signed-off-by: Rohan138 <rohanpotdar138@gmail.com>
 2026-02-11 11:12:05 -05:00
Charlie Fu
bb9f97308d [torch.compile][Fusion] Fix attention fusion pass removing kv_udpate op. (#33945) 
Signed-off-by: charlifu <charlifu@amd.com>
 2026-02-09 16:15:43 -05:00
Mohammad Miadh Angkad
d4f123cc48 [Kernel] FlashInfer: switch allreduce fusion to unified API (#33985) 
Signed-off-by: Mohammad Miadh Angkad <176301910+mmangkad@users.noreply.github.com>
 2026-02-09 15:43:24 +00:00
Ikenna
906077181b [Bugfix] Fix QK Norm+RoPE fusion pattern matching on B200+FP8 (#33967) 
Signed-off-by: Ikenna <ikennachifo@gmail.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2026-02-07 02:27:33 +00:00
Luka Govedič
ac32e66cf9 [torch.compile] Reorganize vllm/compilation and tests/compile (0/N for vLLM IR) (#33731) 
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: ProExpertProg <luka.govedic@gmail.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2026-02-06 04:19:49 -08:00