├── .clang-format ├── .gitignore ├── .gitmodules ├── CMakeLists.txt ├── INSTALL.md ├── README.md ├── baselines ├── flashattn │ ├── gqa.py │ ├── gqa_prefill.py │ ├── gqa_spec.py │ ├── mha.py │ ├── mqa.py │ └── mqa_prefill.py ├── pytorch │ ├── gqa.py │ ├── lora.py │ ├── mha.py │ ├── mlp.py │ └── mqa.py ├── tensorrt │ ├── common_runtime.py │ ├── gqa.py │ ├── lora.py │ ├── mha.py │ └── mlp.py └── triton │ ├── gqa.py │ ├── mha.py │ └── mqa.py ├── cmake └── cuda.cmake ├── config.cmake ├── cpp_examples ├── common.h ├── dnn.cc ├── from_checkpoint.cc ├── group_query_attn_inc_decode.cc ├── group_query_attn_prefill.cc ├── group_query_attn_spec_decode.cc ├── layout_optimize.cc ├── lora.cc ├── mlp.cc ├── moe.cc ├── multi_head_attn_inc_decode.cc ├── multi_head_attn_prefill.cc ├── multi_head_attn_spec_decode.cc ├── multi_query_attn_inc_decode.cc ├── multi_query_attn_prefill.cc ├── multi_query_attn_spec_decode.cc └── profile.cc ├── demo ├── checkpoint_group_query_attn_spec_decode.json ├── demo_group_query_attention_spec_decode.py └── demo_lora.py ├── docker ├── Dockerfile ├── install_mirage.sh └── run_docker.sh ├── img └── group_query_attnetion_spec_decode.png ├── include └── mirage │ ├── kernel │ ├── customized.h │ ├── device_memory_manager.h │ ├── device_tensor.h │ ├── element_binary.h │ ├── element_unary.h │ ├── graph.h │ ├── matmul.h │ ├── operator.h │ └── reduction.h │ ├── layout.h │ ├── profile_result.h │ ├── search │ ├── algebraic_pattern.h │ ├── config.h │ ├── dim_strategy.h │ ├── op_utils.h │ ├── order.h │ ├── search.h │ └── search_c.h │ ├── simulator.h │ ├── threadblock │ ├── concat.h │ ├── cuda │ │ ├── concat.h │ │ ├── element_binary.h │ │ ├── element_unary.h │ │ ├── input_loader.h │ │ ├── matmul.h │ │ ├── output_saver.h │ │ └── reduction.h │ ├── element_binary.h │ ├── element_unary.h │ ├── graph.h │ ├── matmul.h │ ├── operator.h │ ├── reduction.h │ ├── serializer │ │ ├── concat_serializer.h │ │ ├── element_binary_serializer.h │ │ ├── element_unary_serializer.h │ │ ├── input_loader_serializer.h │ │ ├── kernel_params.h │ │ ├── matmul_serializer.h │ │ ├── output_saver_serializer.h │ │ └── reduction_serializer.h │ └── smem_tensor.h │ ├── type.h │ ├── utils │ ├── containers.h │ ├── cuda_helper.h │ ├── hash_utils.h │ ├── json_utils.h │ └── static_switch.h │ └── warp │ └── cuda │ └── matmul.h ├── python ├── mirage │ ├── __init__.py │ └── _cython │ │ ├── CCore.pxd │ │ └── core.pyx └── setup.py ├── scripts ├── draw_graph.py └── format.sh ├── src ├── base │ └── data_type.cc ├── kernel │ ├── cuda │ │ ├── customized_kernel.cu │ │ ├── device_tensor_kernel.cu │ │ ├── element_binary_kernel.cu │ │ ├── element_unary_kernel.cu │ │ ├── input_kernel.cu │ │ ├── matmul_kernel.cu │ │ └── reduction_kernel.cu │ ├── customized.cc │ ├── device_memory_manager.cu │ ├── device_tensor.cc │ ├── element_binary.cc │ ├── element_unary.cc │ ├── graph.cc │ ├── matmul.cc │ ├── operator.cc │ ├── reduction.cc │ └── triton_code_gen.cc ├── 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