vLLM/tests/kernels at 2af05512cf94eda87b4eb51e9f1345a12337a36d - vLLM

attention

[Perf][Attention] Reduce GLM sparse MLA preparation overhead (#57458 )

2026-09-21 17:24:25 -07:00

core

[Feature][Humming] Humming feature integration (#56685 )

2026-09-20 08:11:01 -07:00

helion

[CI] Ignore ruff D209, rejoin the docstrings it split, and silence incompatible-rule warnings (#57212 )

2026-09-16 10:57:24 -07:00

ir

[CI] Ignore ruff D209, rejoin the docstrings it split, and silence incompatible-rule warnings (#57212 )

2026-09-16 10:57:24 -07:00

mamba

[ROCm][Perf] Avoid extra reshape kernel in Qwen GDN output norm (#47842 )

2026-09-22 14:38:16 +08:00

moe

[Bugfix][Kernel] Skip the fused silu-mul block-quant fast path when a swiglu clamp is set (#57984 )

2026-09-21 22:38:38 +00:00

quantization

[Kernel] Add opt-in load-time MXFP4 dequantization (#50814 )

2026-09-22 14:51:12 +08:00

scripts

[CI/Build][ROCm] Run the TileLang HIP symbol checks in their own interpreter (#53117 )

2026-08-21 16:17:42 -05:00

turboquant

[Kernel][ROCm][Perf] FlyDSL decode-attention kernel for 4-bit TurboQuant KV cache (#47896 )

2026-08-11 08:45:39 -07:00

__init__.py

[CI/Build] Move test_utils.py to tests/utils.py (#4425 )

2024-05-13 23:50:09 +09:00

allclose_default.py

Convert formatting to use ruff instead of yapf + isort (#26247 )

2025-10-05 07:06:22 -07:00

conftest.py

[CI] Fix stale/fragile untethered kernels-root tests (#49423 )

2026-07-22 14:43:07 -06:00

quant_utils.py

[CI] Ignore ruff D209, rejoin the docstrings it split, and silence incompatible-rule warnings (#57212 )

2026-09-16 10:57:24 -07:00

test_apply_repetition_penalties.py

Add pydocstyle to the ruff rules (#52136 )

2026-09-16 16:44:29 +00:00

test_awq_int4_to_int8.py

Add pydocstyle to the ruff rules (#52136 )

2026-09-16 16:44:29 +00:00

test_bf16_skinny_gemm.py

[Bugfix][Kimi-K3] Fix KDA projection overlap on Hopper (#55426 )

2026-09-11 19:07:30 +00:00

test_bf16x3_router_gemm_cutedsl.py

[Perf] Improve BF16x3 router GEMM accuracy and make it default on sm100 (#55899 )

2026-09-09 07:33:12 -07:00

test_cache_kernels.py

Add pydocstyle to the ruff rules (#52136 )

2026-09-16 16:44:29 +00:00

test_compressor_kv_cache.py

[Perf][DSV4.1] Optimize MegaMoE staging and NVFP4 cache gathers (#57604 )

2026-09-18 12:57:19 -07:00

test_concat_mla_q.py

[Perf][Attention] Reduce GLM sparse MLA preparation overhead (#57458 )

2026-09-21 17:24:25 -07:00

test_cp_gather_fp8.py

[CI] Ignore ruff D209, rejoin the docstrings it split, and silence incompatible-rule warnings (#57212 )

2026-09-16 10:57:24 -07:00

test_deepseek_v4_cpu_kernels.py

[CI] Ignore ruff D209, rejoin the docstrings it split, and silence incompatible-rule warnings (#57212 )

2026-09-16 10:57:24 -07:00

test_dsv41_mega_attn_layouts.py

[Model][DSv4.1] FlashMLA mega attention and the NVFP4 compressed KV cache (#56935 )

2026-09-16 03:07:50 -07:00

test_engram.py

[ROCm][DSv4.1] Keep the Engram tables in host memory on ROCm (#57491 )

2026-09-21 10:17:11 +08:00

test_fla_layernorm_guard.py

[ROCm][Perf] Avoid extra reshape kernel in Qwen GDN output norm (#47842 )

2026-09-22 14:38:16 +08:00

test_flashinfer_bf16_gemm.py

[kernel] Integrate FlashInfer BF16 CuTeDSL Low Latency GEMM (#50572 )

2026-08-27 22:29:12 +00:00

test_flex_attention.py

Add pydocstyle to the ruff rules (#52136 )

2026-09-16 16:44:29 +00:00

test_fp32_router_gemm.py

[CI] Ignore ruff D209, rejoin the docstrings it split, and silence incompatible-rule warnings (#57212 )

2026-09-16 10:57:24 -07:00

test_fused_deepseek_v4_qnorm_rope_kv_insert.py

[CI][ROCm] Add ten AMD parity groups (#57876 )

2026-09-21 11:08:06 +00:00

test_fused_deepseek_v32_norm_rope.py

[Bugfix] Fix SM100 fp8_ds_mla cache scales (#49435 )

2026-09-19 17:15:07 -07:00

test_fused_gdn_post_conv.py

[Model] Support Qwen3.8-Flash-Next (#53896 )

2026-08-31 05:57:56 +00:00

test_fused_indexer_q_rope_quant.py

[CI] Ignore ruff D209, rejoin the docstrings it split, and silence incompatible-rule warnings (#57212 )

2026-09-16 10:57:24 -07:00

test_fused_inv_rope_fp8_quant.py

[CI] Ignore ruff D209, rejoin the docstrings it split, and silence incompatible-rule warnings (#57212 )

2026-09-16 10:57:24 -07:00

test_fused_minimax_m3_qknorm_rope_kv_insert.py

[Attention][MiniMax-M3] Add MSA speculative decode verification (#50032 )

2026-08-02 13:46:55 -07:00

test_fused_qk_norm_rope_gate.py

[Kernel][Perf] Enable fused QK-norm + partial MRoPE + gate for Qwen3.6 (#52676 )

2026-08-24 18:28:49 -07:00

test_fused_quant_activation.py

[Perf][Kernel][Quantization] Fuse ReLU2 with static FP8 activation quantization (#53793 )

2026-09-14 10:26:15 -07:00

test_fused_recurrent_packed_decode.py

[Bugfix][Kernel] Keep packed GDN decode beta in FP32 (#53877 )

2026-08-30 22:15:36 +08:00

test_fused_sigmoid_gating_delta_rule.py

[CI] Fix stale/fragile untethered kernels-root tests (#49423 )

2026-07-22 14:43:07 -06:00

test_gate_linear_rocm_dispatch.py

[ROCm][Perf] Add low-M FP32 router GEMM for gfx950 (#54845 )

2026-09-03 10:42:25 -07:00

test_kimi_k3_gemm_rs_ar.py

[Kimi-K3] Extend GEMM-RS to GEMM-AR (#53053 )

2026-08-21 03:44:15 +00:00

test_kpool_decode_update_batched.py

[Bugfix][GLM-5.3-Flash] Address kpool tail blocks by the padded indexer stride in the NVIDIA prefill seed kernel (#57477 )

2026-09-20 18:15:04 +08:00

test_ll_bf16_gemm.py

[Kimi-K3][Perf] Prefetch ll_bf16 router weights for M=1 (#53524 )

2026-09-01 21:40:19 +00:00

test_mhc_jit_warmup.py

[Perf][DSv4.1] Fold the mHC post block into the delayed pre projection (#56633 )

2026-09-14 18:57:37 +00:00

test_mhc_kernels.py

[Bugfix][DSV4.1] Restrict mHC overlap to full CUDA graphs (#57874 )

2026-09-21 01:16:59 -07:00

test_mhc_tilelang_jit.py

[Bugfix][ROCm][GLM-5.3-Flash] Apply deferred tilelang.jit already on attribute access (#57192 )

2026-09-17 12:02:39 +00:00

test_minimax_m3_amd_ops.py

[ROCm][Perf] Insert MiniMax-M3 sparse-PA K/V without a contiguous copy (#56849 )

2026-09-17 09:44:54 -05:00

test_minimax_m3_sparse_attn_fp8_scale.py

[ROCm][MiniMax-M3] Add AITER sparse paged attention (#47287 )

2026-07-12 19:27:29 -07:00

test_onednn.py

[CPU] Speedup LM Head on Arm CPUs (#55352 )

2026-09-11 16:21:14 +08:00

test_relu2_fp8_quant.py

[Perf][Kernel][Quantization] Fuse ReLU2 with static FP8 activation quantization (#53793 )

2026-09-14 10:26:15 -07:00

test_rocm_fp32_router_gemm.py

[ROCm][Perf] Add low-M FP32 router GEMM for gfx950 (#54845 )

2026-09-03 10:42:25 -07:00

test_shuffle_rows.py

[CI] Ignore ruff D209, rejoin the docstrings it split, and silence incompatible-rule warnings (#57212 )

2026-09-16 10:57:24 -07:00

test_top_k_per_row.py

[GLM-5.3-Flash] Route kpool indexer top-k through the shared SparseIndexerTopk dispatcher (#57546 )

2026-09-20 11:17:59 +00:00

utils.py

Add pydocstyle to the ruff rules (#52136 )

2026-09-16 16:44:29 +00:00