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7f9173dfa2
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[ROCm][Perf] Kimi-K3 Fused kernel for KDA decode (#50654)
Signed-off-by: kliuae <kuanfu.liu@embeddedllm.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
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2026-08-11 20:39:34 -07:00 |
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Andreas KaratzasandOpenAI Codex
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1ab2801dde
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[ROCm] Remove stale SDPA and skinny GEMM workarounds (#50907)
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-08-11 14:19:16 -04:00 |
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c76a425278
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[Kernel] Optimize long-context MLA cache gathers (#51739)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
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2026-08-10 22:23:43 -07:00 |
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63ac04a61e
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[Kimi-K3] DCP support (#50484)
Signed-off-by: girasoley <girasoley@inferact.ai>
Signed-off-by: Summer Yang <girasoleyang@gmail.com>
Signed-off-by: 云挚 <ningyunxiao.nyx@antgroup.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
Co-authored-by: 云挚 <ningyunxiao.nyx@antgroup.com>
Co-authored-by: foraxe <73625538+foraxe@users.noreply.github.com>
Co-authored-by: Woosuk Kwon <woosuk@inferact.ai>
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2026-08-10 12:54:26 -07:00 |
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Rehan KhanandLi, Jiang <jiang1.li@intel.com>
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b22afe45ac
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[CPU] Enable GPTQ and AWQ quantization for s390x (#51148)
Signed-off-by: Rehan Khan <Rehan.Khan7@ibm.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
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2026-08-10 11:41:43 +08:00 |
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Robbie J
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1b0ce31f32
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[KV Offload] Fix failed-load livelock by marking the lookup verdict as a miss (#49328)
Signed-off-by: Robbie J <RobbieJ@users.noreply.github.com>
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2026-08-09 10:25:36 +03:00 |
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Tianmu Li
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700d39b558
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[CPU] Optimize routed FP8/MXFP4 MoE GEMM dispatch (#50949)
Signed-off-by: Li, Tianmu <tianmu.li@intel.com>
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2026-08-08 12:56:14 +08:00 |
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Wei-Ming Chen
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1c94e8dc7d
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Add NVFP4 KV 4-over-6 scale search (#45187)
Signed-off-by: weimingc <17592131+meenchen@users.noreply.github.com>
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2026-08-07 13:22:27 -07:00 |
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Wentao Ye
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c84789c40b
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[Refactor] Remove kernel dead code (#51051)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-08-07 01:20:19 -07:00 |
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gnovack
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7b4ed49628
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attn_res kernel latency improvements (#50185)
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2026-08-06 08:53:20 -07:00 |
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maobaolongandLi, Jiang <jiang1.li@intel.com>
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13726c80fe
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[CPU] Add MLA backend so DeepSeek-V2/V3 can run on CPU (#49453)
Signed-off-by: baoloongmao <baoloongmao@tencent.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
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2026-08-06 16:51:41 +08:00 |
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2dfb8ba590
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[Perf][CUDA] Programmatic dependent launch for the DSA decode kernels (#50230)
Signed-off-by: Peiyuan Zhou <peiyuanzhou1994@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-08-06 00:53:17 -07:00 |
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c25093a305
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[Kernel] Batch invariant NVFP4 MoE using cutlass (#40372)
Signed-off-by: Jakub Zakrzewski <jzakrzewski@nvidia.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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2026-08-05 04:31:32 +00:00 |
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Harjoth Khara
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122b3d46b6
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[Bugfix][CPU] Fix macOS build: std::sqrt is not constexpr under libc++ (#50915)
Signed-off-by: harjoth <harjoth.khara@gmail.com>
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2026-08-04 14:56:33 +00:00 |
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Thien TranandShengqi Chen
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11f88260a2
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[Kimi-K3] Migrate FlashKDA to PyTorch stable ABI (#50818)
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: Shengqi Chen <harry-chen@outlook.com>
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2026-08-03 17:18:08 -07:00 |
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namgyu-younandClaude Opus 5
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41ba11b841
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[Bugfix][Kimi-K3] Enforce packed rows and op availability in AttnRes dispatch (#50567)
Signed-off-by: namgyu-youn <namgyu.dev@gmail.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
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2026-08-03 17:13:33 -07:00 |
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c810937573
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[Kernel] Extend CuTe DSL skinny GEMM to GLM-5.2 (#49791)
Signed-off-by: Peiyuan Zhou <peiyuanzhou1994@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
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2026-08-03 16:49:41 -07:00 |
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0a6446005d
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[CPU] Migrate unquantized MoE to the modular-kernel experts structure (#50133)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
Signed-off-by: Fadi Arafeh <fadi.arafeh@arm.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: Fadi Arafeh <fadi.arafeh@arm.com>
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2026-08-03 14:55:04 +08:00 |
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chun-wan
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0033211c0b
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[Test][V1] Add sleep/wake correctness regression test for hybrid GDN/… (#44972)
Signed-off-by: chun-wan <chun-wan@amd.com>
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2026-08-02 22:02:42 +00:00 |
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Jason Li
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0055b8bfa3
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[Attention][MiniMax-M3] Add MSA speculative decode verification (#50032)
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2026-08-02 13:46:55 -07:00 |
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xiaolinchen
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ab06486175
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[Bugfix][Kernel] Fix dangling temporary in AWQ gemm torch::stable::sum dim arg (#46805)
Signed-off-by: wentian-byte <2990624738@qq.com>
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2026-08-01 09:56:55 -04:00 |
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fxmarty-amd
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e67a2e0a56
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[ROCm][Quark][7/N] Use MXFP4 linear kernel abstraction for emulation backend (#48949)
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
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2026-07-31 10:07:15 -07:00 |
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Wentao Yeandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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df71917cf1
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[DSv4 Perf] Optimize workspace reuse for eager break, 3.9% E2E TTFT improvement. (#49236)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-07-31 08:45:58 -07:00 |
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Rehan KhanandLi, Jiang <jiang1.li@intel.com>
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88bc8fb56f
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[CPU][s390x] Optimize inference perf and add oneDNN INT8 GEMM for s390x (#50219)
Signed-off-by: Rehan Khan <Rehan.Khan7@ibm.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
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2026-07-31 17:49:31 +08:00 |
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+1
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4f1da84eb5
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Enable gfx1250 ROCm architecture (#46516)
Signed-off-by: Douglas Lehr <Doug.Lehr@amd.com>
Signed-off-by: jpvillam <juan.villamizar@amd.com>
Signed-off-by: Daniel <danichan@amd.com>
Signed-off-by: Jaden Mathias <jaden.mathias@amd.com>
Signed-off-by: jpvillam <jpvillam@amd.com>
Signed-off-by: Juan Villamizar <100237675+jpvillam-amd@users.noreply.github.com>
Signed-off-by: Douglas Lehr <91553416+dllehr-amd@users.noreply.github.com>
Signed-off-by: Jaden Mathias <Jaden.Mathias@amd.com>
Co-authored-by: Douglas Lehr <Doug.Lehr@amd.com>
Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Co-authored-by: Daniel <danichan@amd.com>
Co-authored-by: Jaden Mathias <jaden.mathias@amd.com>
Co-authored-by: jpvillam <jpvillam@amd.com>
Co-authored-by: root <root@ctheliosr-1b114-f01-2.mnb.dcgpu>
Co-authored-by: Douglas Lehr <91553416+dllehr-amd@users.noreply.github.com>
Co-authored-by: dllehr <douglehr@amd.com>
Co-authored-by: Daniel Chan <Daniel.Chan@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
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2026-07-31 01:41:12 +00:00 |
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Kevin H. LuuandMichael Goin
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5f8f72866c
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[Build] Fix CUDA release wheel builds (#50243)
Signed-off-by: khluu <khluu000@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2026-07-30 11:48:09 -07:00 |
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Li, JiangandClaude
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072a472782
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[CPU] Bump up CPU kernels to latest version (#50387)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-07-30 19:18:43 +08:00 |
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MollyandMichael Goin
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451227cb3f
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[Bugfix][Kernel] Fix integer overflow in libtorch_stable/activation_kernels.cu (#49660)
Signed-off-by: molly-ting <molly.cn.mail@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2026-07-29 17:50:44 -07:00 |
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Wentao Ye
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82642d7d6c
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[Perf] RMSNorm uncontiguous support, 1.2~3.1x kernel performance improvement (#49750)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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2026-07-29 13:45:38 -07:00 |
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65a1a16594
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[CPU] Fix FP8 attention scratchpad sizing (#50194)
Signed-off-by: Li, Tianmu <tianmu.li@intel.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
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2026-07-29 15:34:37 +08:00 |
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+12
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7c6729b769
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[Model] Add Kimi K3 support: model files and kernels [1/N] (#50089)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Ziming Huang <zelda.huanghuang@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Isotr0py <mozf@inferact.ai>
Co-authored-by: aoshen02 <aoshen02@users.noreply.github.com>
Co-authored-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: Summer Yang <girasoleyang@gmail.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
Co-authored-by: Bowen Wang <abmfy@icloud.com>
Co-authored-by: gnovack <novackgm@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Yifan Qiao <yifanqiao@inferact.ai>
Co-authored-by: xiaozhoupy <peiyuanzhou1994@gmail.com>
Co-authored-by: Roy Wang <yasong.wang@inferact.ai>
Co-authored-by: Jeff (Junze) Ma <93145857+majunze2001@users.noreply.github.com>
Co-authored-by: Codex <codex@openai.com>
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2026-07-29 14:10:58 +08:00 |
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Rehan KhanandLi, Jiang <jiang1.li@intel.com>
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db7a79cbf7
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[CPU] Fix s390x builds and update torch version in dockerfile (#50144)
Signed-off-by: Rehan Khan <Rehan.Khan7@ibm.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
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2026-07-29 12:52:17 +08:00 |
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johnnyychiu
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118bcde449
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[BugFix] Fix clang spinloop mwaitx include (#45532)
Signed-off-by: johnny <johnnyychiu@gmail.com>
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2026-07-28 19:00:06 +00:00 |
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b6cbba8bc8
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[Bugfix][Kernel] Fix batch invariance in RMSNorm kernels by pinning block size (#48391)
Signed-off-by: oops-oom <73481342@qq.com>
Signed-off-by: oops-oom <liubin8905@vip.qq.com>
Co-authored-by: oops-oom <73481342@qq.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Shengqi Chen <harry-chen@outlook.com>
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2026-07-28 22:24:02 +08:00 |
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Thien Tran
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61ac368021
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[Kimi-K3] Add AttnRes kernels (#50090)
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
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2026-07-28 00:22:09 -07:00 |
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Varun Sundar RabindranathandVarun Sundar Rabindranath
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d18ed2304a
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[KV-offload][FS] : Batch store/load_block in C (#49152)
Signed-off-by: <>
Co-authored-by: Varun Sundar Rabindranath <varun-sundar-rabindranath@h100-01.nemg-001.lab.rdu2.dc.redhat.com>
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2026-07-28 11:21:53 +08:00 |
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7f599d7854
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[communication] [bugfix] fix quickreduce acc error in cudagraph mode (#46913)
Signed-off-by: Haoyang Li <lihaoyang0109@gmail.com>
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Douglas Lehr <91553416+dllehr-amd@users.noreply.github.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
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2026-07-27 01:38:45 -07:00 |
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544cb724c8
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[CPU][Spec Decode] Optimize GDN conv path for speculative decoding (#48577)
Signed-off-by: Li, Tianmu <tianmu.li@intel.com>
Co-authored-by: Codex <codex@openai.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
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2026-07-27 06:20:14 +00:00 |
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Fadi ArafehandLi, Jiang <jiang1.li@intel.com>
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c314af1abf
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[CPU][Perf] INT8 Fused MoE Kernel for Arm CPUs (#48637)
Signed-off-by: Fadi Arafeh <fadi.arafeh@arm.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
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2026-07-27 05:53:09 +00:00 |
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Akash kaothalkarandAkash kaothalkar
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f19ee27e39
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[Hardware][Power] Add FAST_EXP for Power (#49571)
Signed-off-by: Akash kaothalkar <akash.kaothalkar@ibm.com>
Co-authored-by: Akash kaothalkar <akash.kaothalkar@ibm.com>
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2026-07-27 05:47:29 +00:00 |
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Woosuk Kwon
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213f681f81
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Revert "[Perf][GLM-5.2] Blackwell decode optimizations" (#49768)
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2026-07-24 16:04:59 -07:00 |
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dd72658e7d
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[Perf][GLM-5.2] Blackwell decode optimizations (#48597)
Signed-off-by: Peiyuan Zhou <peiyuanzhou1994@gmail.com>
Signed-off-by: zhou <zhou@zhoudeMacBook-Pro.local>
Signed-off-by: Stefan Koncarevic <stefan.koncarevic@amd.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Giancarlo Delfin <32987265+TheEpicDolphin@users.noreply.github.com>
Co-authored-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: zhou <zhou@zhoudeMacBook-Pro.local>
Co-authored-by: stefankoncarevic <Stefan.Koncarevic@amd.com>
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2026-07-23 21:36:27 -07:00 |
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Nick Hill
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910cc8543a
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[Bugfix] Restore gather_and_maybe_dequant_cache OOB guard (#49427)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
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2026-07-22 13:47:37 -07:00 |
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gnovack
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85f638a2b8
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skip cudagraph/DP padding in topk (#48979)
Signed-off-by: gnovack <novackgm@gmail.com>
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2026-07-21 15:20:30 -07:00 |
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SyaandLi, Jiang <jiang1.li@intel.com>
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5b3762a7f0
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[Bugfix][CPU] Fix Clang OpenMP build on macOS (#49021)
Signed-off-by: markyangcc <mmdou3@163.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
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2026-07-21 09:58:52 +00:00 |
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0d9210a502
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Fixes non-coalesced HBM access in marlin_int4_fp8_preprocess_kernel_awq (#47268)
Signed-off-by: xjx <493337577@qq.com>
Signed-off-by: flutist-alibaba <30485581+flutist@users.noreply.github.com>
Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Shengqi Chen <harry-chen@outlook.com>
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2026-07-20 18:30:38 -07:00 |
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5c9f6557d7
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[Hardware][CPU] Enable granite-4 model on cpu (#47641)
Signed-off-by: Akash Kaothalkar <akashkaothalkar@akashs-mbp.bl1-in.ibm.com>
Signed-off-by: Akash Kaothalkar <akashkaothalkar@dhcp-9-123-5-76.bl1-in.ibm.com>
Signed-off-by: Akash Kaothalkar <akashkaothalkar@Akashs-MBP.lan>
Signed-off-by: Akash kaothalkar <akash.kaothalkar@ibm.com>
Co-authored-by: Akash Kaothalkar <akashkaothalkar@dhcp-9-123-5-76.bl1-in.ibm.com>
Co-authored-by: Akash Kaothalkar <akashkaothalkar@Akashs-MBP.lan>
Co-authored-by: Akash Kaothalkar <akashkaothalkar@akashs-mbp.bl1-in.ibm.com>
Co-authored-by: Akash kaothalkar <akash.kaothalkar@ibm.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
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2026-07-20 06:15:16 +00:00 |
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Wentao Ye
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b5433b6f50
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[Perf] Optimize dsv4 routing using specialized kernel, 2.94% E2E TPOT improvement (#48660)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-07-17 13:35:06 -07:00 |
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67f9046e4a
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[Bugfix] Sparse MLA: enable fp8_ds_mla dense prefill (#48642)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-07-16 22:44:04 +00:00 |
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Wentao Ye
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2dab187f75
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[Perf] Optimize fused_topk_bias for DSv4, 1.5~2x kernel performance improvement (#47463)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-07-15 23:40:55 +00:00 |
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