vLLM/tests/kernels at 442d36031ce710aa2a777c353becb660c57ab2bd - vLLM

attention

[Performance][ROCm] Integrate aiter indexer scoring and top-k kernels into MiniMax-M3 sparse attention path (#52664 )

2026-09-09 15:40:33 -07:00

core

[Core][Model] Unify XD-RoPE into M-RoPE and derive the channel count (#56078 )

2026-09-09 09:23:30 -07:00

helion

[CI/Build] Fix unused fake implementation testing (#55797 )

2026-09-08 03:36:18 +00:00

ir

[CI][IR] Speed up vLLM IR test group (#55965 )

2026-09-08 21:28:06 -05:00

mamba

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

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

moe

[Model] Add DeepSeek-V4 CPU backend (#55355 )

2026-09-10 14:14:48 +08:00

quantization

[ROCm] [BugFix] Fix AITER MXFP4 ASM-GEMM crash on unfused shared experts (#55213 )

2026-09-10 05:23:36 +00:00

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

[XPU][Tests] Make tests device-agnostic (#51968 )

2026-08-20 02:25:41 -07:00

test_apply_repetition_penalties.py

[Platform] Deprecate seed_everything (#31659 )

2026-01-04 18:34:04 -08:00

test_awq_int4_to_int8.py

[CPU] Bump up to the latest CPU kernels (#41924 )

2026-05-07 05:45:59 -07:00

test_bf16_skinny_gemm.py

[K3 Perf] Enable DSV3 GEMM for inner-contiguous and row-strided tensors, 12%~81% kernel performance improvement (#54565 )

2026-09-02 12:22:40 -07:00

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

[Bugfix] Restore gather_and_maybe_dequant_cache OOB guard (#49427 )

2026-07-22 13:47:37 -07:00

test_compressor_kv_cache.py

[ROCm] Fix DeepSeek V4 indexer numerics and coverage (#50803 )

2026-08-20 09:34:00 +00:00

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

[Kernel] Optimize long-context MLA cache gathers (#51739 )

2026-08-10 22:23:43 -07:00

test_deepseek_v4_cpu_kernels.py

[Model] Add DeepSeek-V4 CPU backend (#55355 )

2026-09-10 14:14:48 +08:00

test_fla_layernorm_guard.py

[Kernel] Warm up Qwen GDN gated RMSNorm (#54251 )

2026-09-03 18:19:48 +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

[Bugfix] Avoid FlexAttention recompiles when request counts change (#55888 )

2026-09-09 08:10:25 -07:00

test_fp32_router_gemm.py

[Kernel] Retire the DSv3 router GEMM CUDA kernel (#54040 )

2026-08-31 07:15:31 +00:00

test_fused_deepseek_v4_qnorm_rope_kv_insert.py

Revert DSv4 eager workspace reuse (#52836 )

2026-08-18 17:02:59 -07:00

test_fused_deepseek_v32_norm_rope.py

[Bugfix][DCP] Materialize prefill keys on non-owner ranks (#54908 )

2026-09-04 02:12:07 +00:00

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

[ROCm] Fix DeepSeek V4 indexer numerics and coverage (#50803 )

2026-08-20 09:34:00 +00:00

test_fused_inv_rope_fp8_quant.py

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

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

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

[Fusion] Manual ActivationQuantFusionPass initial application (#51415 )

2026-09-03 13:37:31 -04:00

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_kernels.py

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

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

test_mhc_tilelang_jit.py

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

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

test_minimax_m3_amd_ops.py

[ROCm][MoE] Fix expert_map vs AITER expert_mask for non-AITER experts under EP (#49758 )

2026-08-11 15:33:02 -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] Refactor CPU attention backend (#27954 )

2025-11-12 09:43:06 +08:00

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

[Bugfix] Handle padded routes in CUTLASS MoE permutations (#54747 )

2026-09-01 19:08:17 -07:00

test_top_k_per_row.py

[Perf][Kernel] Tune cooperative topk for medium batch-sizes (#53382 )

2026-08-31 13:44:38 -07:00

utils.py

[ROCm][CI] Add More AITER quantization/MoE kernel tests (#49375 )

2026-08-05 21:27:33 +00:00