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ffe3bb3c72
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[Hardware][XPU] Register matmul and linear batch-invariant kernels for XPU (#49209)
Signed-off-by: tzielinski-habana <tomasz.zielinski@intel.com>
Signed-off-by: Tomasz Zielinski <85164140+tzielinski-habana@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-09-02 13:31:38 +00:00 |
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macheroandClaude
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87b9b5b8d9
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[Test][VLM] Add batch-invariance tests for Qwen3-VL (#53531)
Signed-off-by: machero <sr1123640465@126.com>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-08-30 09:49:41 -04:00 |
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Wentao Ye
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384d079697
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[Perf] Autotune batch invariance triton kernel in blackwell, 33.6% E2E latency reduction (#53649)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-08-25 15:06:01 -04:00 |
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Wentao Ye
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f59bb0bd8c
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[Refactor] Refactor batch invariance folder (#53619)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-08-24 14:31:36 -07:00 |
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Lio Einaudiandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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7797b6022c
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[Kernel][Perf] Per-architecture tuned configs for batch-invariant persistent matmul (~3x decode kernels on RTX 4090D/H20) (#53247)
Signed-off-by: LioEinaudi <zhao3024667639@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-08-24 11:28:51 -04:00 |
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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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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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Wentao Ye
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b354734d17
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[Bug] Fix batch invariance rms norm comparison (#49603)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-07-23 12:27:38 -06:00 |
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61141ed265
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[Hardware][XPU] Register batch-invariant kernels for XPU (#41934)
Signed-off-by: tzielinski-habana <tomasz.zielinski@intel.com>
Signed-off-by: Tomasz Zielinski <85164140+tzielinski-habana@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Chendi.Xue <chendi.xue@intel.com>
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2026-07-15 11:19:44 -04:00 |
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Wentao Ye
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abc33134fa
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[CI Test] Mark batch invariance test flaky (#46530)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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2026-06-23 21:01:34 +00:00 |
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Wentao Ye
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dad95e34d8
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[Feature] Support batch invariant rms norm with residual (#42453)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-06-03 15:22:01 -04:00 |
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5bb8d2767a
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[Kernel] Batch invariant NVFP4 linear using cutlass (#39912)
Signed-off-by: Jakub Zakrzewski <jzakrzewski@nvidia.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
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2026-05-23 09:41:12 -04:00 |
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liangel-02
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6b5c389ee3
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expose flex block size for batch invariant mode (#41252)
Signed-off-by: Angel Li <liangel@meta.com>
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2026-05-13 14:11:57 -07:00 |
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Wentao Ye
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e35c0d4c63
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[Feature] Support compile mode for batch invariance on SM80 (#42456)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-05-13 11:02:39 -04:00 |
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Wentao Ye
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0d453e2336
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[Perf] Batch invariance with Cutlass fp8 support, 28.9% E2E latency improvement (#40408)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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2026-05-11 12:20:58 -04:00 |
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Luka Govedič
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d58c42e19c
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[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>
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2026-05-01 23:41:15 -04:00 |
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liangel-02
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7fd05e05ae
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uncomment flex backend for batch invariant mode (#40842)
Signed-off-by: Angel Li <liangel@meta.com>
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2026-04-28 21:05:14 -07:00 |
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Matthew BonanniandTyler Michael Smith
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96a85c5750
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[Startup][UX] Enable CUDAGraph memory profiling by default (#38284)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
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2026-04-21 18:16:59 -04:00 |
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Wentao Ye
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16688b26a6
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[Perf] Optimize batch invariant with fused rms norm, 2.1% E2E latency improvement (#40413)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-04-21 19:51:03 +00:00 |
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Yusuf Mohammad
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b5f6c5f834
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Added general ND x ND matmul and unit test for it (#39909)
Signed-off-by: Yusuf <yusufmohammad@live.com>
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2026-04-18 10:05:21 -04:00 |
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Wentao Ye
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39ac640490
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[Bug] Fix batch invariant test issue, bs=1 with max_seq_num = 1 (#39320)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-04-15 16:28:43 -04:00 |
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Wentao Ye
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2018137242
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[Feature] Batch invariant nvfp4 linear support (#39322)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-04-08 16:29:13 -04:00 |
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Yusuf Mohammadandyusuf
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46f02e00f2
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[Bugfix] Fix AWQ models batch invariance issues (#38670)
Signed-off-by: yusuf <yusuf@deeplearningmachine.mynet>
Signed-off-by: <>
Co-authored-by: yusuf <yusuf@deeplearningmachine.mynet>
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2026-04-03 14:54:15 +00:00 |
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wliao2
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32e0c0bfa2
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refactor hard coded device string in test files under tests/v1 and tests/lora (#37566)
Signed-off-by: Liao, Wei <wei.liao@intel.com>
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2026-04-03 11:21:47 +08:00 |
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RanranandWentao Ye
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dc6908ac6a
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[Bugfix] Register VLLM_BATCH_INVARIANT in envs.py to fix spurious unknown env var warning (#35007)
Signed-off-by: Ranran <1012869439@qq.com>
Signed-off-by: Ranran <hzz5361@psu.edu>
Signed-off-by: ran <hzz5361@psu.edu>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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2026-03-23 18:31:14 -04:00 |
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Wentao Ye
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eaf4978621
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[Test] Only Run MLA model when user explicitly set for batch invariance (#37719)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-03-22 09:09:12 -04:00 |
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Frank Wang
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45f8fd6f97
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[Feature] Enable TRITON_ATTN for Batch Invariance (#33688)
Signed-off-by: frankwang28 <frank.wbb@hotmail.com>
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2026-02-04 13:27:34 +08:00 |
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Frank WangandWentao Ye
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8f5d51203b
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Disable Cascade Attention for Batch Invariance (#32561)
Signed-off-by: frankwang28 <frank.wbb@hotmail.com>
Signed-off-by: Frank Wang <41319051+frankwang28@users.noreply.github.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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2026-01-30 10:00:46 -05:00 |
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Matthew Bonanni
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2612ba9285
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[1/N][Attention] Restructure attention: move files (#31916)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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2026-01-09 13:10:24 -08:00 |
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Lucas WilkinsonandLuka Govedič
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6cdf015c3c
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[Misc] Fix Current vLLM config is not set. warnings, assert to avoid issues in the future (#31747)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
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2026-01-08 15:20:49 -08:00 |
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Matthew Bonanni
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7eb6cb6c18
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[Attention] Update tests to remove deprecated env vars (#30563)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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2025-12-17 09:49:59 -08:00 |
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Wentao YeandRobert Shaw
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f21f5ea38c
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[Refactor] Small refactor for group topk (#30562)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
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2025-12-16 14:50:59 -05:00 |
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quanliuandWentao Ye
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5dcd593baf
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[Feature] Batch-Invariant Support for FA2 and LoRA (#30018)
Signed-off-by: quanliu <18646313696@163.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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2025-12-09 10:01:38 -05:00 |
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Wentao Ye
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d9417096d1
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[Feature] Batch invariant: Enable TRITON_MLA without prefix-caching (#29125)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-12-08 19:31:57 -05:00 |
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Wentao Yeandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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0b0aa874e8
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[Perf] Optimize batch invariant BMM, 18.1% Throughput improvement, 10.7% TTFT improvement (#29345)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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2025-11-26 09:38:52 -07:00 |
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Wentao Ye
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1f400c58b8
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[CI] Add batch invariant test to ci (#27842)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-11-21 09:20:33 -07:00 |
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Wentao Ye
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2c52c7fd9a
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[Bug] Fix torch dynamo warning Dynamo detected a call to a functools.lru_cache (#29038)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-11-20 16:52:23 +08:00 |
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Wentao Ye
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1607e664f0
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[Bug] Fix Batch Invariant MLA test (#28967)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-11-19 21:18:32 +00:00 |
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Wentao Ye
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a289cc1dde
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[Test] Batch Invariant: Rename and organize tests (#27421)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-11-17 18:09:47 -05:00 |
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