Commit Graph
60 Commits
Author SHA1 Message Date
2cab53ddee [Model][Hardware][AMD]: Part 1/2 -> Enable e2e QK Norm + RoPE + KV Cache runtime fusion for Qwen3-30B-A3B on ROCM_AITER_FA, and ROCM_AITER_UNIFIED_ATTN (#42749)
Signed-off-by: Jack Hu <Jack.Hu@amd.com>
Co-authored-by: Douglas Lehr <91553416+dllehr-amd@users.noreply.github.com>
2026-07-16 17:39:04 -05:00
3b39fd284a [Bugfix][Spec Decode] Support heterogeneous QK fusion geometry (#48671)
Signed-off-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: OpenAI Codex <codex@openai.com>
2026-07-14 22:37:10 -07:00
Hugo CentenoandGitHub 5f8e73cb8b [Bugfix] Guard mixed-dtype allreduce RMSNorm quant fusions (#48330)
Signed-off-by: hcenteno <hugo.centeno@estudiantat.upc.edu>
2026-07-12 09:39:27 +00:00
51878e5b6e [2/N][KV-Cache Layout Refactor] Pack K/V into the content dim across attention backends (#44455)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Nicolò Lucchesi <nlucches@redhat.com>
2026-07-11 11:11:16 -04:00
cbb5f045be [ROCm][CI] Refresh ROCm base images when docker rocm_base changes (#46904)
Signed-off-by: Rohan138 <rohanpotdar138@gmail.com>
Signed-off-by: Codex <codex@example.invalid>
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
Signed-off-by: Matthew Wong <Matthew.Wong2@amd.com>
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
Co-authored-by: Rohan138 <rohanpotdar138@gmail.com>
Co-authored-by: Codex <codex@example.invalid>
Co-authored-by: Micah Williamson <micah.williamson@amd.com>
Co-authored-by: Matthew Wong <Matthew.Wong2@amd.com>
2026-07-07 03:10:50 -07:00
jescoGitHubmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
598d51153a [Bugfix][Distributed] Delegate MNNVL allreduce one-shot selection (#47589)
Signed-off-by: jesco-absolut <team@srswti.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-07-06 07:47:06 -07:00
BadrBasowidandGitHub 740f379fae [ROCm][AITER] Directly Implement AITER Custom All-reduce in CudaCommunicator (#46065)
Signed-off-by: BadrBasowid <badr.basowid@gmail.com>
2026-07-06 12:16:32 +00:00
xaguilar-amdandGitHub 09663abde0 [ROCm][MLA] Fuse MLA q/kv RMSNorm + FP8 per-token quant in the FP8 attention path (#44977)
Signed-off-by: Xavier Aguilar <xavier.aguilarfruto@amd.com>
Signed-off-by: Xavier Aguilar <Xavier.AguilarFruto@amd.com>
2026-07-02 13:00:41 +08:00
f651a8a9a4 [XPU][UT]Enable ut qk_norm_rope_fusion (#42486)
Signed-off-by: Lai, Yejing <yejing.lai@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
2026-07-01 07:38:03 +00:00
d980a3cc6e [ROCm] Fix AITER_UNIFIED_ATTN Dispatching After AITER Bump (#46780)
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
Signed-off-by: Rohan138 <rohanpotdar138@gmail.com>
Co-authored-by: Rohan138 <rohanpotdar138@gmail.com>
2026-06-26 02:09:56 -07:00
13b83d77ad [ROCm][CI] skip test_double_aiter_rms_quant_fusion (#45967)
Signed-off-by: charlifu <charlifu@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
2026-06-21 16:53:11 -05:00
d955745d58 [ROCm][CI] fix test_rope_kvcache_fusion.py (#44678)
Signed-off-by: charlifu <charlifu@amd.com>
Co-authored-by: Rohan Potdar <66227218+Rohan138@users.noreply.github.com>
2026-06-09 21:53:46 +00:00
80e2c4462d [ROCm][Compile] Fuse AR + RMSNorm + per-group FP8 quant (+ DSv3.2 indexer fan-out) (#42864)
Signed-off-by: Markus Hartikainen <markus.hartikainen@amd.com>
Co-authored-by: Frida Andersson <fanderss@amd.com>
2026-06-09 12:06:56 +00:00
2f27c9a150 Preserve layout-changing clones (#44574)
Signed-off-by: Michael Gschwind <mgschwind@nvidia.com>
Co-authored-by: Michael Gschwind <mgschwind@nvidia.com>
2026-06-05 20:45:24 -04:00
akii96GitHubmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
4200f62147 [ROCm][GPT-OSS] Fuse RoPE + static Q FP8 quant on fused RoPE+KV path (#42832)
Signed-off-by: Aakif Nawaz <aakif.nawaz@amd.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-06-05 16:22:19 -05:00
Jiahan Chang (Cyrus)GitHubmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>Jiangyun Zhu
d0975a4b50 [perf] Add gemma RMS AR fusion (#42646)
Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Jiangyun Zhu <riverclouds.zhu@qq.com>
2026-06-04 01:33:59 -07:00
rasmithandGitHub 9769e2df2a [AMD][CI][BugFix] Fix Distributed Compile Unit Tests (2xH100-2xMI300) group (#43120)
Signed-off-by: Randall Smith <Randall.Smith@amd.com>
2026-05-28 14:39:01 -07:00
TJianandGitHub 46f95b2ec2 [ROCm][Critical] Fix the GDN import bug (#43486)
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
2026-05-23 21:12:58 +00:00
Charlie FuandGitHub 4cfcc0866f [CI][ROCm] Remove unsupported cases in test_fusion.py (#38680)
Signed-off-by: charlifu <charlifu@amd.com>
2026-05-14 17:37:18 -04:00
f887aa1a53 [Aiter][ROCm] RMSNormGated+GroupedQuantFP8 fusion (#40710)
Signed-off-by: Tres Popp <tres.popp@amd.com>
Signed-off-by: Tres Popp <trespopp@gmail.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
2026-05-14 15:37:09 -04:00
a721315488 [ROCm][Perf] Fix RMSNorm+Quant fusion for gfx950 (non-fnuz) (#41825)
Signed-off-by: Frida Andersson <fanderss@amd.com>
Signed-off-by: Chuan Li <chuali@amd.com>
Co-authored-by: Markus Hartikainen <markus.hartikainen@amd.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Chuan Li <chuali@amd.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Frida Andersson <frida-andersson@users.noreply.github.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
2026-05-11 15:00:51 -04:00
a51376b3f0 [Performance][DSR1]: Fused RoPE+KVCache+q_concat for MLA (#40392)
Signed-off-by: Rohan138 <rohanpotdar138@gmail.com>
Signed-off-by: Rohan Potdar <66227218+Rohan138@users.noreply.github.com>
Co-authored-by: ElizaWszola <ewszola@redhat.com>
2026-05-11 14:10:50 +00:00
Luka GovedičandGitHub d58c42e19c [vLLM IR] 2/N fused_add_rms_norm and maybe_inplace overload (#36823)
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
2026-05-01 23:41:15 -04:00
529c671e80 [ROCm][FEAT] AITER Fused Allreduce + RMSNorm (#37646)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Signed-off-by: Rita Brugarolas Brufau <rita.brugarolasbrufau@amd.com>
Signed-off-by: junkang1991 <junkangchow@gmail.com>
Co-authored-by: Rita Brugarolas <Rita.BrugarolasBrufau@amd.com>
Co-authored-by: junkang1991 <junkangchow@gmail.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
2026-05-01 23:07:18 +08:00
Xinan MiaoGitHubSouthWest7gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>OpenAI CodexWang Xingranmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
32e45636e3 [torch.compile]: Disable Sequence Parallelism (SP) for piecewise compilation (#38373)
Signed-off-by: SouthWest7 <am1ao@qq.com>
Signed-off-by: Xinan Miao <1403572259@qq.com>
Co-authored-by: SouthWest7 <am1ao@qq.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Wang Xingran <72983099+wangxingran222@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-04-26 17:44:42 +00:00
Andreas KaratzasandGitHub e54894fc85 [ROCm][CI] Fix TestSiluMulGroupFp8QuantModel after W8A8 block linear refactor (#39799)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
2026-04-25 11:20:59 +09:00
Zhang JianandGitHub 8825608205 [Bugfix][CI] Fix wrong residual shape in TestFusedAddRMSNorm.example_inputs that causes flaky test (#40629)
Signed-off-by: Zhang Jian <jianmusings@gmail.com>
2026-04-24 16:40:07 -04:00
BadrBasowidandGitHub 2196bac135 [Compilation] Refactor SiluMul activation+quant Fusion Pass (#39684)
Signed-off-by: BadrBasowid <badr.basowid@gmail.com>
2026-04-23 09:10:36 -04:00
Lucas KabelaandGitHub b8401a9bf4 [Bugfix] Fix RMS norm + quant fusion on DeepGEMM UE8M0 path for B200 (#40552)
Signed-off-by: Lucas Kabela <lucaskabela@meta.com>
2026-04-22 22:04:42 +00:00
Carl YandGitHub 4254aeb56f [fix] flaky test_mla_attn_quant_fusion.py (#40530)
Signed-off-by: Carl You <4531192+carlyou@users.noreply.github.com>
2026-04-22 06:29:58 +00:00
Carl YGitHubmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
4506319a28 [compile] mla + group fp8 fusion (#38877)
Signed-off-by: Carl You <4531192+carlyou@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-04-21 23:16:58 -04:00
Rita BrugarolasandGitHub fb5635d3f9 [ROCm] Add MLA dual RMS norm fusion (Q, KV) pass for DeepSeek/Kimi-K2 (#39242)
Signed-off-by: Rita Brugarolas Brufau <rita.brugarolasbrufau@amd.com>
2026-04-20 14:56:27 +00:00
Shinichi HemmiandGitHub 4c47710bf7 [CI/Build] Apply ruff formatter to pass pre-commit (#40078)
Signed-off-by: Hemmi Shinichi <shemmi@preferred.jp>
2026-04-17 08:54:32 +08:00
BadrBasowidandGitHub 29057d3bee [Compilation] Add Unit Tests for VllmFusionPatternMatcherPass (#39692)
Signed-off-by: BadrBasowid <badr.basowid@gmail.com>
2026-04-16 22:57:16 +00:00
wliao2andGitHub 3abf858443 [Test] Refactor hard coded device string in test files under compile/quantization/models/model_executor folders (#38901)
Signed-off-by: Liao, Wei <wei.liao@intel.com>
2026-04-15 11:02:35 +08:00
yzong-rhandGitHub e816a8811f [Bugfix] Fix FlashInfer crash with kv_cache_dtype_skip_layers (#39002)
Signed-off-by: Yifan Zong <yzong@redhat.com>
2026-04-10 18:50:47 +00:00
Richard ZouandGitHub f44afef6d6 [compile] Allow strings in custom ops without regressing compilation times (#38123)
Signed-off-by: Richard Zou <zou3519@gmail.com>
2026-04-10 07:26:37 +00:00
MaralandGitHub 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
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
MonishverandGitHub c09ad767cd Feature/silu block quant fusion v1 (#32996)
Signed-off-by: Monishver Chandrasekaran <monishverchandrasekaran@gmail.com>
2026-04-01 18:50:43 +00:00
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
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
vllmellmandGitHub 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 YeandGitHub 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 YeandGitHub 0d81a1fe61 [V0 Deprecation] Deprecate virtual engine (#37195)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2026-03-18 14:30:14 -07:00
Terry GaoandGitHub 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 PotdarandGitHub 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 JiandGitHub 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
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
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