# Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (the # "License"); you may not use this file except in compliance # with the License. You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, # software distributed under the License is distributed on an # "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY # KIND, either express or implied. See the License for the # specific language governing permissions and limitations # under the License. if(USE_CUDA AND USE_CUTLASS) tvm_file_glob(GLOB CUTLASS_CONTRIB_SRC src/relax/backend/contrib/cutlass/*.cc ) list(APPEND COMPILER_SRCS ${CUTLASS_CONTRIB_SRC}) set(FPA_INTB_GEMM_TVM_BINDING ON) set(FPA_INTB_GEMM_TVM_HOME ${PROJECT_SOURCE_DIR}) ### Build cutlass runtime objects for fpA_intB_gemm using its cutlass submodule add_subdirectory(${PROJECT_SOURCE_DIR}/3rdparty/cutlass_fpA_intB_gemm) target_include_directories(fpA_intB_gemm PRIVATE ${PROJECT_SOURCE_DIR}/3rdparty/cutlass_fpA_intB_gemm ${PROJECT_SOURCE_DIR}/3rdparty/cutlass_fpA_intB_gemm/cutlass/include ) target_link_libraries(fpA_intB_gemm_tvm PRIVATE tvm_ffi_header) set(CUTLASS_FPA_INTB_RUNTIME_SRCS "") list(APPEND CUTLASS_FPA_INTB_RUNTIME_SRCS src/runtime/extra/contrib/cutlass/weight_preprocess.cc) add_library(fpA_intB_cutlass_objs OBJECT ${CUTLASS_FPA_INTB_RUNTIME_SRCS}) target_link_libraries(fpA_intB_cutlass_objs PRIVATE tvm_runtime_extra_defs) target_include_directories(fpA_intB_cutlass_objs PRIVATE ${PROJECT_SOURCE_DIR}/3rdparty/cutlass_fpA_intB_gemm ${PROJECT_SOURCE_DIR}/3rdparty/cutlass_fpA_intB_gemm/cutlass/include ) target_link_libraries(tvm_runtime_extra PRIVATE fpA_intB_cutlass_objs) ### Build cutlass runtime objects for flash attention add_subdirectory(${PROJECT_SOURCE_DIR}/3rdparty/libflash_attn) target_include_directories(flash_attn PRIVATE ${PROJECT_SOURCE_DIR}/3rdparty/libflash_attn ${PROJECT_SOURCE_DIR}/3rdparty/libflash_attn/cutlass/include ) ### Build cutlass runtime objects using TVM's 3rdparty/cutlass submodule set(CUTLASS_DIR ${PROJECT_SOURCE_DIR}/3rdparty/cutlass) set(TVM_CUTLASS_RUNTIME_SRCS "") if(CMAKE_CUDA_ARCHITECTURES MATCHES "90a") list(APPEND TVM_CUTLASS_RUNTIME_SRCS src/runtime/extra/contrib/cutlass/fp16_group_gemm_sm90.cu) list(APPEND TVM_CUTLASS_RUNTIME_SRCS src/runtime/extra/contrib/cutlass/fp8_group_gemm_sm90.cu) list(APPEND TVM_CUTLASS_RUNTIME_SRCS src/runtime/extra/contrib/cutlass/fp8_gemm.cu) list(APPEND TVM_CUTLASS_RUNTIME_SRCS src/runtime/extra/contrib/cutlass/fp8_groupwise_scaled_gemm_sm90.cu) endif() if(CMAKE_CUDA_ARCHITECTURES MATCHES "100a") list(APPEND TVM_CUTLASS_RUNTIME_SRCS src/runtime/extra/contrib/cutlass/fp16_group_gemm_sm100.cu) list(APPEND TVM_CUTLASS_RUNTIME_SRCS src/runtime/extra/contrib/cutlass/fp8_groupwise_scaled_gemm_sm100.cu) list(APPEND TVM_CUTLASS_RUNTIME_SRCS src/runtime/extra/contrib/cutlass/fp8_groupwise_scaled_group_gemm_sm100.cu) endif() if(TVM_CUTLASS_RUNTIME_SRCS) add_library(tvm_cutlass_objs OBJECT ${TVM_CUTLASS_RUNTIME_SRCS}) target_compile_options(tvm_cutlass_objs PRIVATE $<$:-lineinfo --expt-relaxed-constexpr>) target_include_directories(tvm_cutlass_objs PRIVATE ${CUTLASS_DIR}/include ${PROJECT_SOURCE_DIR}/3rdparty/cutlass_fpA_intB_gemm/cutlass_extensions/include ) target_link_libraries(tvm_cutlass_objs PRIVATE tvm_runtime_extra_defs) # Note: enable this to get more detailed logs for cutlass kernels # target_compile_definitions(tvm_cutlass_objs PRIVATE CUTLASS_DEBUG_TRACE_LEVEL=2) target_link_libraries(tvm_runtime_extra PRIVATE tvm_cutlass_objs) endif() message(STATUS "Build with CUTLASS") endif()