 JasonLi314andGitHub
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93bad11912
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[Bugfix] Fix gridDim.y overflow for large row counts (#45255)
Signed-off-by: Jason Li <li.jason.cs@gmail.com>
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2026-06-19 23:27:45 -04:00 |
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Micah WilliamsonandGitHub
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4a083cc858
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[ROCm][CI] Pin test_rocm_compressed_tensors_w8a8 to TRITON_ATTN (#46180)
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
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2026-06-19 15:20:06 -05:00 |
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Wentao YeandGitHub
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2659f60a1a
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[Refactor] Remove dead quantization code and tests (#45454)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-06-17 16:12:01 -04:00 |
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71b961dd35
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[Perf] SM90 cutlass fp8 mm supports odd M by swap_ab, 180~290% kernel performance improvement (#44572)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-06-13 12:05:45 -07:00 |
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Michael GoinandGitHub
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9eaacb23ec
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[Kernel] Consolidate Marlin thread-tile padding across all dense Marlin paths (#45295)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2026-06-12 13:46:21 -07:00 |
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Isotr0pyandGitHub
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6635279d8a
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[Migration] Migrate GGUF quantization support to plugin (#39612)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2026-06-12 12:02:21 -07:00 |
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32daf56b42
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[Refactor] Rename rocm_moe.py to rocm_moe_rdna.py (#45011)
Signed-off-by: JartX <sagformas@epdcenter.es>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-06-10 17:02:09 +08:00 |
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062b05ff3a
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[ROCm][Perf] Fused MoE W4A16 HIP kernel for AMD RDNA3 (gfx1100) (#44075)
Signed-off-by: JartX <sagformas@epdcenter.es>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
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2026-06-06 15:30:39 -05:00 |
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Agata DobrzyniewiczandGitHub
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a947f7a420
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[Kernel][Test] Extend lightning_attn and awq_triton kernel tests to XPU (#43307)
Signed-off-by: Dobrzyniewicz, Agata <agata.dobrzyniewicz@intel.com>
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2026-06-04 14:25:59 -04:00 |
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Michael GoinandGitHub
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06ee2d8433
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[Quant] Support compressed-tensors WNA8O8Int linears and WNInt embeddings (#44340)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2026-06-04 07:40:33 -07:00 |
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Charlie FuandGitHub
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71df063c49
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Enable perf_token_group_quant/_C_stable_libtorch for ROCm (#42758)
Signed-off-by: charlifu <charlifu@amd.com>
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2026-06-02 23:23:28 -07:00 |
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JartXandGitHub
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0cff0741ff
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[Kernel][ROCm] Native W4A16 kernel for AMD RDNA3 (gfx1100) — fp16 + bf16 (#41394)
Signed-off-by: JartX <sagformas@epdcenter.es>
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2026-05-29 11:04:40 +00:00 |
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68e07d5916
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[Bug] Fix ci issue assert output_size is not None AssertionError (#43261)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
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2026-05-21 16:58:09 +08:00 |
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Michael GoinandGitHub
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5774aad9c5
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[Perf][gpt-oss] Downgrade triton_kernels to v3.5.1 (#43135)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2026-05-20 14:13:12 -07:00 |
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363fc84407
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Integrate flashinfer b12x MoE and FP4 GEMM kernels for SM120/121 (#40082)
Signed-off-by: Meenakshi Venkataraman <meenakshiv@nvidia.com>
Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>
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2026-05-20 17:21:11 +00:00 |
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Wentao YeandGitHub
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37ece593c1
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[Perf] Padded nvfp4 quant kernel to remove additional copy, 2.4%~5.7% e2e performance improvement (#42774)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-05-18 16:38:12 -07:00 |
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06d020bb6e
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[Bugfix] Fix SM121 (DGX Spark) exclusion from Marlin/CUTLASS FP8 paths (#35568)
Signed-off-by: Blake Ledden <blake@secondnaturecomputing.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
Co-authored-by: Pavani Majety <pmajety@nvidia.com>
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2026-05-15 10:59:00 -07:00 |
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John CalderonandGitHub
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8a2fc80b84
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[CUDA][CUTLASS] Enable cutlass scaled mm for non-compatible sizes (#41868)
Signed-off-by: John Calderon <jcalderon@nvidia.com>
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2026-05-08 15:58:05 -07:00 |
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Yuwen ZhouandGitHub
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809b98e5b7
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[CPU] Add FP8 W8A16 linear support (#41186)
Signed-off-by: yuwenzho <yuwen.zhou@intel.com>
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2026-05-06 07:05:27 +00:00 |
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a3c83ff2fd
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Faster per-token fp8 group quant packed kernel for blackwell (#41326)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
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2026-04-30 18:09:55 -07:00 |
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2917d6363a
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[NVFP4][Hopper/AMD Instinct] Add Triton kernels for NVFP4 dequantization and QDQ emulation (#40033)
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-04-30 17:35:48 -04:00 |
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sychen52andGitHub
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6b2b7bd0eb
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Add nvfp4 support to reshape_and_cache_flash (#37332)
Signed-off-by: Shiyang Chen <shiychen@nvidia.com>
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2026-04-17 07:28:00 -07:00 |
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1a9353bb02
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[MoE] Move GPT OSS Triton kernel experts into fused_moe/experts/ (#39007)
Signed-off-by: Robert Shaw <robertgshaw2@gmail.com>
Signed-off-by: Jackmin801 <ongjackm@gmail.com>
Co-authored-by: Robert Shaw <robertgshaw2@gmail.com>
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2026-04-14 19:27:39 +00:00 |
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Micah WilliamsonandGitHub
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4f4f8eaa78
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[ROCm][CI] Fix condition for test_per_token_group_quant_fp8_packed (#39730)
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
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2026-04-14 16:14:31 +00:00 |
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Wei ZhaoandGitHub
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59b2f7b640
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[Perf] Fuse Zero Initializer for FP8 DeepGemm Block Quant Kernel (#39547)
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
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2026-04-11 07:16:51 -07:00 |
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d468322dc1
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[Kernel][Hardware][AMD] Add TritonW4A16LinearKernel for ROCm (#37352)
Signed-off-by: jatseng-ai <jatseng@amd.com>
Signed-off-by: jatseng-ai <janet.tseng@amd.com>
Signed-off-by: Matthias Gehre <matthias.gehre@amd.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Matthias Gehre <matthias.gehre@amd.com>
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2026-04-10 10:25:27 +00:00 |
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MaralandGitHub
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2e9034c998
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[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>
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2026-04-09 08:50:39 +08:00 |
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Andreas KaratzasandGitHub
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2df2c85be4
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[Kernels][MoE] Fix legacy_routing to use bitmatrix-based routing path (#38504)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
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2026-04-07 10:57:09 +08:00 |
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zhangyimingandGitHub
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1ac6694297
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[OOT] Add OOT support for linear kernel. (#37989)
Signed-off-by: menogrey <1299267905@qq.com>
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2026-03-31 14:33:21 +08:00 |
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Kyle SayersandGitHub
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38364a7e32
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[Sparse24] [Deprecation] Remove Sparse24 CT integration and kernels (#36799)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
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2026-03-23 16:03:29 -04:00 |
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87bd91892f
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[MoE Refactor] Mxfp4 oracle rebased (#37128)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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2026-03-21 03:37:04 +00:00 |
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1779c09898
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[ROCm] Enable wvSplitK skinny GEMM kernel for RDNA4/gfx1x decode (#34709)
Signed-off-by: L.B.R. <lbr@mmonad.com>
Co-authored-by: L.B.R. <lbr@mmonad.com>
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2026-03-20 10:11:23 -05:00 |
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Terry GaoandGitHub
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3e6a1e1686
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[Custom Ops] Add functional + out variant for scaled_fp4_quant (#34389)
Signed-off-by: tianrengao <terrygao87@gmail.com>
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2026-03-16 18:51:46 -04:00 |
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Kunshang JiandGitHub
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53ec16a705
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[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>
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2026-03-12 07:57:47 -07:00 |
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Hashem HashemiandGitHub
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721ae79f50
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Improvements to wvSplitKrc skinny GEMM solution (#34304)
Signed-off-by: Hashem Hashemi <hashem.hashemi@amd.com>
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2026-03-10 09:14:27 -07:00 |
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Kunshang JiandGitHub
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66a2209645
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[Hardware] Replace torch.cuda.synchronize() api with torch.accelerator.synchronize (#36085)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
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2026-03-05 10:36:39 +00:00 |
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Harry MellorandGitHub
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17dc9c7fc9
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[CI] Bump mypy version (#34950)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-03-04 20:55:11 +00:00 |
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Hashem HashemiandGitHub
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7600642eae
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Add padding support to wvSplitK solution for skinny GEMMs (#33762)
Signed-off-by: Hashem Hashemi <hashem.hashemi@amd.com>
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2026-02-28 09:02:05 +00:00 |
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Michael GoinandGitHub
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4fec53cfcb
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[CI] Actually run tests/kernels/quantization/test_block_fp8.py in CI (#34274)
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2026-02-26 17:58:03 -07:00 |
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c97234c08b
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fix(mxfp4): Disable monolithic path for TRITON backend with EP (#34270)
Signed-off-by: Elizabeth Thomas <email2eliza@gmail.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2026-02-25 13:33:42 -08:00 |
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Kunshang JiandGitHub
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8ad54a991b
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[Platform] Add current_platform.num_compute_units interface (#35042)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
Signed-off-by: Kunshang Ji <jikunshang95@gmail.com>
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2026-02-24 22:22:49 -08:00 |
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6af03f2394
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[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>
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2026-02-24 06:47:22 +00:00 |
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rasmithandGitHub
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2b84ac669c
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[CI][AMD][BugFix] Use torch.testing.assert_close instead of assert torch.allclose in test_rocm_skinny_gemms.py (#34181)
Signed-off-by: Randall Smith <Randall.Smith@amd.com>
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2026-02-18 23:10:19 +00:00 |
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Hashem HashemiandGitHub
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1b3540e6c6
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Threshold fix wvSplitk for occasional CI fails (#34013)
Signed-off-by: Hashem Hashemi <hashem.hashemi@amd.com>
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2026-02-11 03:59:14 +00:00 |
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Hashem HashemiandGitHub
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ed17f54c8b
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Perf tuning and expansion of cases covered for wvSplitKrc (#33493)
Signed-off-by: Hashem Hashemi <hashem.hashemi@amd.com>
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2026-02-07 05:33:11 -08:00 |
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Hashem HashemiandGitHub
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d5c4800112
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Adds padding and perf improvements to wvSplitK_fp8 (#33527)
Signed-off-by: Hashem Hashemi <hashem.hashemi@amd.com>
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2026-02-05 22:16:02 +00:00 |
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Roy WangandGitHub
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63c0889416
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[Misc] Fix flashinfer related tests (#33462)
Signed-off-by: esmeetu <jasonailu87@gmail.com>
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2026-01-31 16:10:24 -05:00 |
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Gregory ShtrasbergandGitHub
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31aedfe7d6
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[Bugfix][ROCm] Fixing the skinny gemm dispatch logic from #32831 (#33366)
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
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2026-01-30 19:05:23 -06:00 |
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af9b69f977
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[Quantization][Deprecation] Remove Marlin 24 (#32688)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-01-28 15:54:59 +00:00 |
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Roberto L. CastroandGitHub
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fcb9df99bd
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[Perf][Kernel] Optimize FP4 quantization kernels (SM100F) (#32520)
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
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2026-01-24 18:45:27 -07:00 |
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