vllm/tests/kernels/moe at 6b2fa3a76204a8e1f64db1bc1962f384bd11c005 - vllm

modular_kernel_tools

[Kernel] Add FlashInfer MoE A2A Kernel (#36022 )

2026-03-15 23:45:32 -07:00

__init__.py

[Kernel] DeepEP dispatch-combine kernel integration (#18434 )

2025-06-03 12:30:02 -07:00

parallel_utils.py

[Hardware] Replace torch.cuda.device_count/current_device/set_device API (#36145 )

2026-03-12 07:57:47 -07:00

test_batched_deepgemm.py

[MoE Refactor] Create MK for TRTLLM Kernels (#32564 )

2026-03-03 10:39:50 -08:00

test_batched_moe.py

[MoE Refactor] Separate Router into OO Classes (#30623 )

2026-01-18 11:40:49 -05:00

test_block_fp8.py

[Feature]: Remove Chunking From FusedMoE (#34086 )

2026-03-12 14:24:38 -04:00

test_block_int8.py

[Misc] Make SchedulerConfig.max_model_len init-only (#28733 )

2025-11-15 01:59:31 -08:00

test_count_expert_num_tokens.py

Update Optional[x] -> x | None and Union[x, y] to x | y (#26633 )

2025-10-12 09:51:31 -07:00

test_cpu_fused_moe.py

[Torch 2.11] Guard torch._C._cpu attribute checks for forward compatibility (#35673 )

2026-03-17 18:47:59 +00:00

test_cutedsl_moe.py

[MoE] Move FlashInfer CuteDSL experts into fused_moe/experts/ (#37759 )

2026-03-21 19:15:16 -04:00

test_cutlass_moe.py

[Feature]: Remove Chunking From FusedMoE (#34086 )

2026-03-12 14:24:38 -04:00

test_cutlass_mxfp8_grouped_mm.py

[Kernel] Integrate SM100 MXFP8 blockscaled grouped MM and quant kernels (#34448 )

2026-03-01 23:31:19 -08:00

test_deepep_deepgemm_moe.py

[Hardware] Replace torch.cuda.device_count/current_device/set_device API (#36145 )

2026-03-12 07:57:47 -07:00

test_deepep_moe.py

[Hardware] Replace torch.cuda.device_count/current_device/set_device API (#36145 )

2026-03-12 07:57:47 -07:00

test_deepgemm.py

[MoE Refactor] Create MK for TRTLLM Kernels (#32564 )

2026-03-03 10:39:50 -08:00

test_flashinfer_moe.py

[MoE Refactor] Create MK for TRTLLM Kernels (#32564 )

2026-03-03 10:39:50 -08:00

test_flashinfer.py

[Feature]: Remove Chunking From FusedMoE (#34086 )

2026-03-12 14:24:38 -04:00

test_fused_topk.py

[Kernel] Add topk_sigmoid kernel (#31246 )

2026-01-21 22:49:51 +00:00

test_gpt_oss_triton_kernels.py

[MoE Refactor] Mxfp4 oracle rebased (#37128 )

2026-03-21 03:37:04 +00:00

test_grouped_topk.py

[Kernel] Optimize grouped topk kernel (#34206 )

2026-02-20 01:34:45 -08:00

test_marlin_vs_trtllm_mxint4.py

[MoE Refactor] Create MK for TRTLLM Kernels (#32564 )

2026-03-03 10:39:50 -08:00

test_modular_kernel_combinations.py

[Feature]: Remove Chunking From FusedMoE (#34086 )

2026-03-12 14:24:38 -04:00

test_modular_oai_triton_moe.py

[MoE Refactor] Create MK for TRTLLM Kernels (#32564 )

2026-03-03 10:39:50 -08:00

test_moe_align_block_size.py

[Bugfix] Fix expert_ids padding values in moe_align_block_size kernel (#35161 )

2026-02-24 17:14:24 -08:00

test_moe_permute_unpermute.py

[Refactor] Remove align block size logic in moe_permute (#33449 )

2026-02-06 10:57:06 -08:00

test_moe.py

[Feature]: Remove Chunking From FusedMoE (#34086 )

2026-03-12 14:24:38 -04:00

test_nvfp4_moe.py

[MoE Refactor] Create MK for TRTLLM Kernels (#32564 )

2026-03-03 10:39:50 -08:00

test_ocp_mx_moe.py

[MoE Refactor] Mxfp4 oracle rebased (#37128 )

2026-03-21 03:37:04 +00:00

test_rocm_aiter_topk.py

[CI][BugFix][AMD] Don't set VLLM_ROCM_USE_AITER anymore in test_rocm_aiter_topk since its not necessary (#36996 )

2026-03-20 07:12:45 +08:00

test_router_gemm.py

[Kernel] Add gpt-oss Router GEMM kernel (#37205 )

2026-03-18 08:15:56 -07:00

test_routing_simulator.py

[MoE Refactor] Separate Router into OO Classes (#30623 )

2026-01-18 11:40:49 -05:00

test_routing.py

[MoE Refactor] Oracle Select FP8+NVFP4 Kernels In Priority (#32414 )

2026-01-21 08:22:33 -05:00

test_shared_fused_moe_routed_transform.py

[Release 2.10] Update to Torch 2.10 - final release (#30525 )

2026-02-08 13:51:09 -08:00

test_silu_mul_fp8_quant_deep_gemm.py

[Platform] Deprecate seed_everything (#31659 )

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

test_silu_mul_per_token_group_quant_fp8_colmajor.py

[Platform] Deprecate seed_everything (#31659 )

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

test_triton_moe_no_act_mul.py

[Refactor] Replace activation: str with MoEActivation enum (#33843 )

2026-02-11 17:29:32 -08:00

test_triton_moe_ptpc_fp8.py

[CI/Build] Only use supported types and features on ROCm in MoE kernel tests (#29149 )

2025-11-21 20:34:33 -07:00

test_unquantized_backend_selection.py

[CI][AMD][BugFix] Skip tests in test_unquantized_backend_selection that should not run on ROCm (#34655 )

2026-02-18 15:00:40 -05:00

utils.py

[MoE Refactor] Create MK for TRTLLM Kernels (#32564 )

2026-03-03 10:39:50 -08:00