vLLM/tests/kernels at 71fc70d3ae1df53300a23ec69f6d97b7207a109f - vLLM

attention

[ROCm][DSv4] Fix sparse-indexer logits collapse on gfx950/gfx942 (#50455 )

2026-09-18 16:57:44 +00:00

core

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

2026-09-16 10:57:24 -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

[Bugfix][GDN] Fix CuteDSL BF16 KKT inversion divergence (#53864 )

2026-09-17 08:49:56 -07:00

moe

[Distributed][MoonEP] BF16 integration of MoonEP balanced EP backend (#52101 )

2026-09-18 10:34:01 -04:00

quantization

[CPU] Add CPU FP8 W8A8 linear/MoE support (#49942 )

2026-09-18 17:59:42 +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

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

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

test_concat_mla_q.py

[Perf][GLM5.2] Fuse sparse MLA Q concatenation with head padding (#53878 )

2026-08-27 11:54:32 -04:00

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

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

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

test_fla_layernorm_guard.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_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] 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_v32_norm_rope.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_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

[Model] add GLM-5.3-Flash support (#53906 )

2026-09-03 09:40:35 -07:00

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

[DSv4.1] Integrate Mega-Gate from DeepGEMM (#56266 )

2026-09-17 12:06:36 -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

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

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

utils.py

Add pydocstyle to the ruff rules (#52136 )

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