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CMakeLists.txt
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CMakeLists.txt
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cmake_minimum_required(VERSION 3.18 FATAL_ERROR)
project(mmperf C CXX)
if(NOT "${CMAKE_CXX_STANDARD}")
set(CMAKE_CXX_STANDARD 17)
endif()
set(CMAKE_MODULE_PATH ${CMAKE_MODULE_PATH} "${CMAKE_CURRENT_LIST_DIR}/cmake/")
if(NOT DEFINED ${MMPERF_SOURCE})
set(MMPERF_SOURCE ${CMAKE_CURRENT_SOURCE_DIR})
endif()
include(common)
include(ExternalProject)
if(NOT DEFINED MLIR_SOURCE)
set(MLIR_SOURCE ${MMPERF_SOURCE}/external/llvm-project/llvm)
endif()
if(NOT DEFINED MLIR_BUILD)
set(MLIR_BUILD ${CMAKE_BINARY_DIR}/mlir)
endif()
set(RUY_SOURCE ${MMPERF_SOURCE}/external/ruy)
set(EXTERNAL_PROJECT_COMMON_ARGS
BUILD_ALWAYS TRUE
USES_TERMINAL_CONFIGURE TRUE
USES_TERMINAL_BUILD TRUE
USES_TERMINAL_INSTALL TRUE
)
set(EXTERNAL_PROJECT_COMMON_CMAKE_ARGS
-DCMAKE_CXX_COMPILER=${CMAKE_CXX_COMPILER}
-DCMAKE_C_COMPILER=${CMAKE_C_COMPILER}
-DCMAKE_EXE_LINKER_FLAGS_INIT=${CMAKE_EXE_LINKER_FLAGS_INIT}
-DCMAKE_MODULE_LINKER_FLAGS_INIT=${CMAKE_MODULE_LINKER_FLAGS_INIT}
-DCMAKE_SHARED_LINKER_FLAGS_INIT=${CMAKE_SHARED_LINKER_FLAGS_INIT}
)
# Build cpuinfo
set(CPUINFO_SOURCE ${MMPERF_SOURCE}/external/cpuinfo)
set(CPUINFO_BUILD_BENCHMARKS OFF)
set(CPUINFO_BUILD_MOCK_TESTS OFF)
set(CPUINFO_BUILD_UNIT_TESTS OFF)
set(CPUINFO_INSTALL ${CMAKE_BINARY_DIR}/cpuinfo-install)
ExternalProject_Add(cpuinfo
PREFIX ${CMAKE_BINARY_DIR}/cpuinfo
SOURCE_DIR ${CPUINFO_SOURCE}
BINARY_DIR ${CPUINFO_BUILD}
INSTALL_DIR ${CPUINFO_INSTALL}
CMAKE_ARGS
${EXTERNAL_PROJECT_COMMON_CMAKE_ARGS}
-DCMAKE_INSTALL_PREFIX:PATH=<INSTALL_DIR>
-DCMAKE_BUILD_TYPE:STRING=Release
-DCPUINFO_BUILD_BENCHMARKS=OFF
-DCPUINFO_BUILD_MOCK_TESTS=OFF
-DCPUINFO_BUILD_UNIT_TESTS=OFF
${EXTERNAL_PROJECT_COMMON_ARGS}
)
# Build flatbuffers
set(FLATBUFFERS_SOURCE ${MMPERF_SOURCE}/external/flatbuffers)
set(FLATBUFFERS_INSTALL ${CMAKE_BINARY_DIR}/flatbuffers-install)
ExternalProject_Add(flatbuffers
PREFIX ${CMAKE_BINARY_DIR}/flatbuffers
SOURCE_DIR ${FLATBUFFERS_SOURCE}
BINARY_DIR ${FLATBUFFERS_BUILD}
INSTALL_DIR ${FLATBUFFERS_INSTALL}
CMAKE_ARGS
${EXTERNAL_PROJECT_COMMON_CMAKE_ARGS}
-DCMAKE_INSTALL_PREFIX:PATH=<INSTALL_DIR>
-DCMAKE_BUILD_TYPE:STRING=Release
${EXTERNAL_PROJECT_COMMON_ARGS}
)
set(MATMUL_DEPS flatbuffers)
# Build benchmarks
set(BENCHMARK_SOURCE ${MMPERF_SOURCE}/external/benchmark)
set(BENCHMARK_INSTALL ${CMAKE_BINARY_DIR}/benchmark-install)
ExternalProject_Add(benchmark
PREFIX ${CMAKE_BINARY_DIR}/benchmark
SOURCE_DIR ${BENCHMARK_SOURCE}
BINARY_DIR ${BENCHMARK_BUILD}
INSTALL_DIR ${BENCHMARK_INSTALL}
CMAKE_ARGS
${EXTERNAL_PROJECT_COMMON_CMAKE_ARGS}
-DCMAKE_INSTALL_PREFIX:PATH=<INSTALL_DIR>
-DCMAKE_BUILD_TYPE:STRING=Release
-DBENCHMARK_DOWNLOAD_DEPENDENCIES=ON
${EXTERNAL_PROJECT_COMMON_ARGS}
)
list(APPEND MATMUL_DEPS benchmark)
# Build MLIR
if(${USE_MLIR} OR ${USE_MLIR_CUDA} OR ${USE_IREE_LLVM_SANDBOX})
find_package(Git REQUIRED)
set(MLIR_INSTALL ${CMAKE_BINARY_DIR}/mlir-install)
set(MLIR_LIB ${MLIR_INSTALL}/cmake/lib/mlir)
set(MLIR_ENABLE_CUDA_RUNNER OFF)
set(MLIR_ENABLE_BINDINGS_PYTHON OFF)
set(LLVM_EXTERNAL_PROJECTS "")
set(LLVM_SANDBOX_DIR ${MMPERF_SOURCE}/external/iree-llvm-sandbox)
if(${USE_MLIR_CUDA})
set(MLIR_ENABLE_CUDA_RUNNER ON)
endif()
if(${USE_IREE_LLVM_SANDBOX})
set(MLIR_ENABLE_BINDINGS_PYTHON ON)
set(LLVM_EXTERNAL_PROJECTS iree_llvm_sandbox)
endif()
ExternalProject_Add(mlir
PREFIX ${CMAKE_BINARY_DIR}/mlir
SOURCE_DIR ${MLIR_SOURCE}
BINARY_DIR ${MLIR_BUILD}
INSTALL_DIR ${MLIR_INSTALL}
CMAKE_ARGS
${EXTERNAL_PROJECT_COMMON_CMAKE_ARGS}
-DCMAKE_CUDA_COMPILER=${CMAKE_CUDA_COMPILER}
-DLLVM_BUILD_LLVM_DYLIB:BOOL=OFF
-DLLVM_LINK_LLVM_DYLIB:BOOL=OFF
-DLLVM_INSTALL_UTILS:BOOL=ON
-DLLVM_TARGETS_TO_BUILD:STRING=X86$<SEMICOLON>AArch64$<SEMICOLON>NVPTX$<SEMICOLON>AMDGPU
-DLLVM_ENABLE_PROJECTS:STRING=mlir
-DLLVM_INCLUDE_TOOLS:BOOL=ON
-DCMAKE_INSTALL_PREFIX:PATH=<INSTALL_DIR>
-DCMAKE_BUILD_TYPE:STRING=Release
-DLLVM_ENABLE_ASSERTIONS:BOOL=ON
-DLLVM_ENABLE_RTTI:BOOL=ON
-DMLIR_ENABLE_CUDA_RUNNER:BOOL=${MLIR_ENABLE_CUDA_RUNNER}
-DLLVM_EXTERNAL_PROJECTS=${LLVM_EXTERNAL_PROJECTS}
-DLLVM_EXTERNAL_IREE_LLVM_SANDBOX_SOURCE_DIR=${LLVM_SANDBOX_DIR}
-DMLIR_ENABLE_BINDINGS_PYTHON=${MLIR_ENABLE_BINDINGS_PYTHON}
-DPython3_EXECUTABLE=$(which python3)
${EXTERNAL_PROJECT_COMMON_ARGS}
)
list(APPEND MATMUL_DEPS mlir)
endif()
# Build Halide
if(${USE_HALIDE})
find_package(LLVM REQUIRED)
set(HALIDE_SOURCE ${MMPERF_SOURCE}/external/Halide)
set(HALIDE_BUILD ${CMAKE_BINARY_DIR}/halide)
set(HALIDE_INSTALL ${CMAKE_BINARY_DIR}/halide-install)
ExternalProject_Add(halide
PREFIX ${CMAKE_BINARY_DIR}/halide
SOURCE_DIR ${HALIDE_SOURCE}
BINARY_DIR ${HALIDE_BUILD}
INSTALL_DIR ${HALIDE_INSTALL}
CMAKE_ARGS
${EXTERNAL_PROJECT_COMMON_CMAKE_ARGS}
-DCMAKE_BUILD_TYPE:STRING=Release
-DTARGET_WEBASSEMBLY:BOOL=OFF
-DCMAKE_INSTALL_PREFIX:PATH=<INSTALL_DIR>
-DWITH_PYTHON_BINDINGS=OFF
${EXTERNAL_PROJECT_COMMON_ARGS}
)
list(APPEND MATMUL_DEPS halide)
endif()
# Build TVM
if(${USE_TVM} OR ${USE_TVM_CUDA})
set(TVM_SOURCE ${MMPERF_SOURCE}/external/tvm)
set(TVM_BUILD ${CMAKE_BINARY_DIR}/tvm)
set(TVM_INSTALL ${CMAKE_BINARY_DIR}/tvm-install)
option(TVM_ENABLE_CUDA "Enable CUDA in TVM" OFF)
option(TVM_ENABLE_ROCM "Enable ROCM in TVM" OFF)
option(TVM_ENABLE_METAL "Enable METAL in TVM" OFF)
ExternalProject_Add(tvm
PREFIX ${CMAKE_BINARY_DIR}/tvm
SOURCE_DIR ${TVM_SOURCE}
BINARY_DIR ${TVM_BUILD}
INSTALL_DIR ${TVM_INSTALL}
CMAKE_ARGS
${EXTERNAL_PROJECT_COMMON_CMAKE_ARGS}
-DUSE_CUDA=${TVM_ENABLE_CUDA}
-DUSE_ROCM=${TVM_ENABLE_ROCM}
-DUSE_METAL=${TVM_ENABLE_METAL}
-DUSE_RPC:BOOL=ON
-DUSE_THREADS:BOOL=ON
-DUSE_LLVM:BOOL=ON
-DCMAKE_BUILD_TYPE:STRING=Release
-DCMAKE_INSTALL_PREFIX:PATH=<INSTALL_DIR>
${EXTERNAL_PROJECT_COMMON_ARGS}
)
list(APPEND MATMUL_DEPS tvm)
endif()
set(MATMUL_CMAKE_ARGS "")
foreach(var IN LISTS VARS_TO_COPY)
list(APPEND MATMUL_CMAKE_ARGS -D${var}=${${var}})
endforeach()
# Build matmul-iree
if(${USE_IREE} STREQUAL "ON")
set(IREE_SOURCE ${MMPERF_SOURCE}/external/iree)
set(IREE_TARGET_BACKEND_CUDA OFF)
set(IREE_HAL_DRIVER_CUDA OFF)
if(${IREE_CUDA})
set(IREE_TARGET_BACKEND_CUDA ON)
set(IREE_HAL_DRIVER_CUDA ON)
endif()
ExternalProject_Add(matmul-iree
DEPENDS
benchmark
flatbuffers
PREFIX ${CMAKE_BINARY_DIR}/matmul-iree
SOURCE_DIR ${MMPERF_SOURCE}/matmul-iree
BINARY_DIR ${CMAKE_BINARY_DIR}/matmul-iree
INSTALL_COMMAND ${CMAKE_COMMAND} -E echo "Skipping install step."
CMAKE_ARGS
${EXTERNAL_PROJECT_COMMON_CMAKE_ARGS}
-DCMAKE_EXPORT_COMPILE_COMMANDS:BOOL=ON
-DIREE_SOURCE=${IREE_SOURCE}
-DIREE_TARGET_BACKEND_CUDA:BOOL=${IREE_TARGET_BACKEND_CUDA}
-DIREE_HAL_DRIVER_CUDA:BOOL=${IREE_HAL_DRIVER_CUDA}
${MATMUL_CMAKE_ARGS}
${EXTERNAL_PROJECT_COMMON_ARGS}
)
endif()
# Build matmul for compiling and running various compiled matmuls
ExternalProject_Add(matmul
DEPENDS ${MATMUL_DEPS}
PREFIX ${CMAKE_BINARY_DIR}/matmul
SOURCE_DIR ${MMPERF_SOURCE}/matmul
BINARY_DIR ${CMAKE_BINARY_DIR}/matmul
INSTALL_COMMAND ${CMAKE_COMMAND} -E echo "Skipping install step."
CMAKE_ARGS
${EXTERNAL_PROJECT_COMMON_CMAKE_ARGS}
-DPREBUILT_LLVM_PATH=${PREBUILT_LLVM_PATH} # switch if want to compile with a prebuilt llvm
-DMLIR_DIR=${MLIR_INSTALL}/lib/cmake/mlir
-DMLIR_BUILD=${MLIR_BUILD}
-DCMAKE_BUILD_TYPE:STRING=RelWithDebInfo
-DMKL_DIR=${MKL_DIR}
-DHALIDE_DIR=${HALIDE_INSTALL}
-DBLASFEO_DIR=${BLASFEO_DIR}
-DBLIS_DIR=${BLIS_DIR}
-DRUY_SOURCE=${RUY_SOURCE}
-DTVM_LIB_DIR=${TVM_LIB_DIR}
-DTVM_ENABLE_CUDA=${TVM_ENABLE_CUDA}
-DTVM_ENABLE_ROCM=${TVM_ENABLE_ROCM}
-DTVM_ENABLE_METAL=${TVM_ENABLE_METAL}
-DSANDBOX_TILE_FILE=${SANDBOX_TILE_FILE}
${MATMUL_CMAKE_ARGS}
${EXTERNAL_PROJECT_COMMON_ARGS}
)