Q ?= @
CXX ?= g++
PYTHON ?= python
EXTENSION_NAME := minkowski
BLAS ?= openblas
CUDA_HOME ?= $(shell $(PYTHON) -c 'from torch.utils.cpp_extension import _find_cuda_home; print(_find_cuda_home())')
PYTHON_HEADER_DIR := $(shell $(PYTHON) -c 'from distutils.sysconfig import get_python_inc; print(get_python_inc())')
PYTORCH_INCLUDES := $(shell $(PYTHON) -c 'from torch.utils.cpp_extension import include_paths; [print(p) for p in include_paths()]')
PYTORCH_LIBRARIES := $(shell $(PYTHON) -c 'from torch.utils.cpp_extension import library_paths; [print(p) for p in library_paths()]')
INCLUDE_DIRS := $(PYTHON_HEADER_DIR)
INCLUDE_DIRS += $(PYTHON_HEADER_DIR)/..
INCLUDE_DIRS += $(PYTORCH_INCLUDES)
LIBRARY_DIRS := $(PYTORCH_LIBRARIES)
WITH_ABI := $(shell $(PYTHON) -c 'import torch; print(int(torch._C._GLIBCXX_USE_CXX11_ABI))')
UNAME := $(shell uname -s)
ifeq ($(UNAME), Linux)
LINUX := 1
else ifeq ($(UNAME), Darwin)
OSX := 1
OSX_MAJOR_VERSION := $(shell sw_vers -productVersion | cut -f 1 -d .)
OSX_MINOR_VERSION := $(shell sw_vers -productVersion | cut -f 2 -d .)
CXX := /usr/local/opt/llvm/bin/clang
INCLUDE_DIRS += /usr/local/opt/llvm/include
LIBRARY_DIRS += /usr/local/opt/llvm/lib
endif
ifneq ($(CPU_ONLY), 1)
NVCC ?= $(CUDA_HOME)/bin/nvcc
INCLUDE_DIRS += ./ $(CUDA_HOME)/include
LIBRARY_DIRS += $(CUDA_HOME)/lib64
endif
SRC_DIR := ./src
OBJ_DIR := ./objs
CPP_SRCS := $(wildcard $(SRC_DIR)/*.cpp)
CU_SRCS := $(wildcard $(SRC_DIR)/*.cu)
OBJS := $(patsubst $(SRC_DIR)/%.cpp,$(OBJ_DIR)/%.o,$(CPP_SRCS))
CU_OBJS := $(patsubst $(SRC_DIR)/%.cu,$(OBJ_DIR)/cuda/%.o,$(CU_SRCS))
STATIC_LIB := $(OBJ_DIR)/lib$(EXTENSION_NAME).a
LIBRARIES := stdc++ c10 caffe2 torch torch_python _C
ifneq ($(CPU_ONLY), 1)
LIBRARIES += cudart cublas cusparse caffe2_gpu c10_cuda
CUDA_ARCH := -gencode arch=compute_30,code=sm_30 \
-gencode arch=compute_35,code=sm_35 \
-gencode=arch=compute_50,code=sm_50 \
-gencode=arch=compute_52,code=sm_52 \
-gencode=arch=compute_60,code=sm_60 \
-gencode=arch=compute_61,code=sm_61 \
-gencode=arch=compute_70,code=sm_70 \
-gencode=arch=compute_75,code=sm_75 \
-gencode=arch=compute_75,code=compute_75
endif
BLAS ?= openblas
ifeq ($(BLAS), mkl)
LIBRARIES += mkl_rt
COMMON_FLAGS += -DUSE_MKL
MKLROOT ?= /opt/intel/mkl
BLAS_INCLUDE_DIRS ?= $(MKLROOT)/include
BLAS_LIBRARY_DIRS ?= $(MKLROOT)/lib $(MKLROOT)/lib/intel64
else ifeq ($(BLAS), openblas)
LIBRARIES += openblas
else ifeq ($(BLAS), blas)
LIBRARIES += blas
else
LIBRARIES += atlas
ATLAS_PATH := $(shell $(PYTHON) -c "import numpy.distutils.system_info as si; ai = si.atlas_info(); [print(p) for p in ai.get_lib_dirs()]")
BLAS_LIBRARY_DIRS += $(ATLAS_PATH)
endif
INCLUDE_DIRS += ./src/3rdparty
INCLUDE_DIRS += $(BLAS_INCLUDE_DIRS)
LIBRARY_DIRS += $(BLAS_LIBRARY_DIRS)
ifeq ($(DEBUG), 1)
COMMON_FLAGS += -DDEBUG -g -O0
NVCCFLAGS := -g -G
else
COMMON_FLAGS += -DNDEBUG -O3
endif
WARNINGS := -Wall -Wcomment -Wno-sign-compare -Wno-deprecated-declarations
CXXFLAGS += -MMD -MP
CXXFLAGS += -ffast-math -funsafe-math-optimizations -fno-math-errno
CXXFLAGS += -DBATCH_FIRST=1
COMMON_FLAGS += $(foreach includedir,$(INCLUDE_DIRS),-I$(includedir)) \
-DTORCH_API_INCLUDE_EXTENSION_H -DTORCH_EXTENSION_NAME=$(EXTENSION_NAME) \
-D_GLIBCXX_USE_CXX11_ABI=$(WITH_ABI)
CXXFLAGS += -fopenmp -fPIC -fwrapv -std=c++14 $(COMMON_FLAGS) $(WARNINGS)
NVCCFLAGS += -std=c++14 -ccbin=$(CXX) -Xcompiler -fPIC $(COMMON_FLAGS)
LINKFLAGS += -pthread -fPIC $(WARNINGS) -Wl,-rpath=$(PYTHON_LIB_DIR) -Wl,--no-as-needed -Wl,--sysroot=/
LDFLAGS += $(foreach librarydir,$(LIBRARY_DIRS),-L$(librarydir)) \
$(foreach library,$(LIBRARIES),-l$(library))
ifeq ($(CPU_ONLY), 1)
ALL_OBJS := $(OBJS)
CXXFLAGS += -DCPU_ONLY
else
ALL_OBJS := $(OBJS) $(CU_OBJS)
endif
all: $(STATIC_LIB)
$(RM) -rf build dist
$(OBJ_DIR):
@ mkdir -p $@
@ mkdir -p $@/cuda
$(OBJ_DIR)/%.o: $(SRC_DIR)/%.cpp | $(OBJ_DIR)
@ echo CXX $<
$(Q)$(CXX) $< $(CXXFLAGS) -c -o $@
$(OBJ_DIR)/cuda/%.o: $(SRC_DIR)/%.cu | $(OBJ_DIR)
@ echo NVCC $<
$(Q)$(NVCC) $(NVCCFLAGS) $(CUDA_ARCH) -M $< -o ${@:.o=.d} \
-odir $(@D)
$(Q)$(NVCC) $(NVCCFLAGS) $(CUDA_ARCH) -c $< -o $@
$(STATIC_LIB): $(ALL_OBJS) | $(OBJ_DIR)
$(RM) -f $(STATIC_LIB)
@ echo LD -o $@
ar rc $(STATIC_LIB) $(ALL_OBJS)
clean:
@- $(RM) -rf $(OBJ_DIR) build dist