MKFILE_PATH := $(abspath $(lastword $(MAKEFILE_LIST))) ROOT_DIR := $(patsubst %/,%,$(dir $(MKFILE_PATH))) #GPP:= /usr/bin/g++ GPP:= /sw/gcc/11.2.0/bin/g++ ifeq ($(CUDA_HOME),) CUDA_HOME:= $(shell which nvcc | rev | cut -d'/' -f3- | rev) endif ifndef CUDA_VERSION $(warning WARNING: CUDA_VERSION not set. Call make with CUDA string, for example: make cuda11x CUDA_VERSION=115 or make cpuonly CUDA_VERSION=CPU) CUDA_VERSION:= endif NVCC := $(CUDA_HOME)/bin/nvcc ########################################### CSRC := $(ROOT_DIR)/csrc BUILD_DIR:= $(ROOT_DIR)/build FILES_CUDA := $(CSRC)/ops.cu $(CSRC)/kernels.cu FILES_CPP := $(CSRC)/common.cpp $(CSRC)/cpu_ops.cpp $(CSRC)/pythonInterface.c INCLUDE := -I $(CUDA_HOME)/include -I $(ROOT_DIR)/csrc -I $(CONDA_PREFIX)/include -I $(ROOT_DIR)/include INCLUDE_10x := -I $(CUDA_HOME)/include -I $(ROOT_DIR)/csrc -I $(ROOT_DIR)/dependencies/cub -I $(ROOT_DIR)/include INCLUDE_cutlass := -I $(ROOT_DIR)/dependencies/cutlass/include -I $(ROOT_DIR)/dependencies/cutlass/tools/util/include/ -I $(ROOT_DIR)/dependencies/cutlass/include/cute/util/ LIB := -L $(CUDA_HOME)/lib64 -lcudart -lcublas -lcublasLt -lcurand -lcusparse -L $(CONDA_PREFIX)/lib # NVIDIA NVCC compilation flags COMPUTE_CAPABILITY += -gencode arch=compute_50,code=sm_50 # Maxwell COMPUTE_CAPABILITY += -gencode arch=compute_52,code=sm_52 # Maxwell COMPUTE_CAPABILITY += -gencode arch=compute_60,code=sm_60 # Pascal COMPUTE_CAPABILITY += -gencode arch=compute_61,code=sm_61 # Pascal COMPUTE_CAPABILITY += -gencode arch=compute_70,code=sm_70 # Volta COMPUTE_CAPABILITY += -gencode arch=compute_72,code=sm_72 # Volta CC_KEPLER := -gencode arch=compute_35,code=sm_35 # Kepler CC_KEPLER += -gencode arch=compute_37,code=sm_37 # Kepler # Later versions of CUDA support the new architectures CC_CUDA10x += -gencode arch=compute_75,code=sm_75 CC_CUDA110 := -gencode arch=compute_75,code=sm_75 CC_CUDA110 += -gencode arch=compute_80,code=sm_80 CC_CUDA11x := -gencode arch=compute_75,code=sm_75 CC_CUDA11x += -gencode arch=compute_80,code=sm_80 CC_CUDA11x += -gencode arch=compute_86,code=sm_86 CC_cublasLt110 := -gencode arch=compute_75,code=sm_75 CC_cublasLt110 += -gencode arch=compute_80,code=sm_80 CC_cublasLt111 := -gencode arch=compute_75,code=sm_75 #CC_cublasLt111 += -gencode arch=compute_80,code=sm_80 #CC_cublasLt111 += -gencode arch=compute_86,code=sm_86 CC_ADA_HOPPER := -gencode arch=compute_89,code=sm_89 CC_ADA_HOPPER += -gencode arch=compute_90,code=sm_90 all: $(BUILD_DIR) env $(NVCC) $(CC_CUDA11x) -Xcompiler '-fPIC' --use_fast_math -Xptxas=-v -dc $(FILES_CUDA) $(INCLUDE) $(LIB) --output-directory $(BUILD_DIR) $(NVCC) $(CC_CUDA11x) -Xcompiler '-fPIC' -dlink $(BUILD_DIR)/ops.o $(BUILD_DIR)/kernels.o -o $(BUILD_DIR)/link.o $(GPP) -std=c++14 -DBUILD_CUDA -shared -fPIC $(INCLUDE) $(BUILD_DIR)/ops.o $(BUILD_DIR)/kernels.o $(BUILD_DIR)/link.o $(FILES_CPP) -o ./bitsandbytes/libbitsandbytes_cuda$(CUDA_VERSION).so $(LIB) cuda92: $(ROOT_DIR)/dependencies/cub $(BUILD_DIR) env $(NVCC) $(COMPUTE_CAPABILITY) $(CC_CUDA92) $(CC_KEPLER) -Xcompiler '-fPIC' --use_fast_math -Xptxas=-v -dc $(FILES_CUDA) $(INCLUDE) $(LIB) --output-directory $(BUILD_DIR) -D NO_CUBLASLT $(NVCC) $(COMPUTE_CAPABILITY) $(CC_CUDA92) $(CC_KEPLER) -Xcompiler '-fPIC' -dlink $(BUILD_DIR)/ops.o $(BUILD_DIR)/kernels.o -o $(BUILD_DIR)/link.o $(GPP) -std=c++14 -DBUILD_CUDA -shared -fPIC $(INCLUDE) $(BUILD_DIR)/ops.o $(BUILD_DIR)/kernels.o $(BUILD_DIR)/link.o $(FILES_CPP) -o ./bitsandbytes/libbitsandbytes_cuda$(CUDA_VERSION)_nocublaslt.so $(LIB) cuda10x_nomatmul: $(ROOT_DIR)/dependencies/cub $(BUILD_DIR) env $(NVCC) $(COMPUTE_CAPABILITY) $(CC_CUDA10x) $(CC_KEPLER) -Xcompiler '-fPIC' --use_fast_math -Xptxas=-v -dc $(FILES_CUDA) $(INCLUDE_10x) $(LIB) --output-directory $(BUILD_DIR) -D NO_CUBLASLT $(NVCC) $(COMPUTE_CAPABILITY) $(CC_CUDA10x) $(CC_KEPLER) -Xcompiler '-fPIC' -dlink $(BUILD_DIR)/ops.o $(BUILD_DIR)/kernels.o -o $(BUILD_DIR)/link.o $(GPP) -std=c++14 -DBUILD_CUDA -shared -fPIC $(INCLUDE) $(BUILD_DIR)/ops.o $(BUILD_DIR)/kernels.o $(BUILD_DIR)/link.o $(FILES_CPP) -o ./bitsandbytes/libbitsandbytes_cuda$(CUDA_VERSION)_nocublaslt.so $(LIB) cuda110_nomatmul: $(BUILD_DIR) env $(NVCC) $(COMPUTE_CAPABILITY) $(CC_CUDA110) $(CC_KEPLER) -Xcompiler '-fPIC' --use_fast_math -Xptxas=-v -dc $(FILES_CUDA) $(INCLUDE) $(LIB) --output-directory $(BUILD_DIR) -D NO_CUBLASLT $(NVCC) $(COMPUTE_CAPABILITY) $(CC_CUDA110) $(CC_KEPLER) -Xcompiler '-fPIC' -dlink $(BUILD_DIR)/ops.o $(BUILD_DIR)/kernels.o -o $(BUILD_DIR)/link.o $(GPP) -std=c++14 -DBUILD_CUDA -shared -fPIC $(INCLUDE) $(BUILD_DIR)/ops.o $(BUILD_DIR)/kernels.o $(BUILD_DIR)/link.o $(FILES_CPP) -o ./bitsandbytes/libbitsandbytes_cuda$(CUDA_VERSION)_nocublaslt.so $(LIB) cuda11x_nomatmul: $(BUILD_DIR) env $(NVCC) $(COMPUTE_CAPABILITY) $(CC_CUDA11x) $(CC_KEPLER) -Xcompiler '-fPIC' --use_fast_math -Xptxas=-v -dc $(FILES_CUDA) $(INCLUDE) $(LIB) --output-directory $(BUILD_DIR) -D NO_CUBLASLT $(NVCC) $(COMPUTE_CAPABILITY) $(CC_CUDA11x) $(CC_KEPLER) -Xcompiler '-fPIC' -dlink $(BUILD_DIR)/ops.o $(BUILD_DIR)/kernels.o -o $(BUILD_DIR)/link.o $(GPP) -std=c++14 -DBUILD_CUDA -shared -fPIC $(INCLUDE) $(BUILD_DIR)/ops.o $(BUILD_DIR)/kernels.o $(BUILD_DIR)/link.o $(FILES_CPP) -o ./bitsandbytes/libbitsandbytes_cuda$(CUDA_VERSION)_nocublaslt.so $(LIB) cuda12x_nomatmul: $(BUILD_DIR) env $(NVCC) $(COMPUTE_CAPABILITY) $(CC_CUDA11x) $(CC_ADA_HOPPER) -Xcompiler '-fPIC' --use_fast_math -Xptxas=-v -dc $(FILES_CUDA) $(INCLUDE) $(LIB) --output-directory $(BUILD_DIR) -D NO_CUBLASLT $(NVCC) $(COMPUTE_CAPABILITY) $(CC_CUDA11x) $(CC_ADA_HOPPER) -Xcompiler '-fPIC' -dlink $(BUILD_DIR)/ops.o $(BUILD_DIR)/kernels.o -o $(BUILD_DIR)/link.o $(GPP) -std=c++14 -DBUILD_CUDA -shared -fPIC $(INCLUDE) $(BUILD_DIR)/ops.o $(BUILD_DIR)/kernels.o $(BUILD_DIR)/link.o $(FILES_CPP) -o ./bitsandbytes/libbitsandbytes_cuda$(CUDA_VERSION)_nocublaslt.so $(LIB) cuda110: $(BUILD_DIR) env $(NVCC) $(CC_cublasLt110) -Xcompiler '-fPIC' --use_fast_math -Xptxas=-v -dc $(FILES_CUDA) $(INCLUDE) $(LIB) --output-directory $(BUILD_DIR) $(NVCC) $(CC_cublasLt110) -Xcompiler '-fPIC' -dlink $(BUILD_DIR)/ops.o $(BUILD_DIR)/kernels.o -o $(BUILD_DIR)/link.o $(GPP) -std=c++14 -DBUILD_CUDA -shared -fPIC $(INCLUDE) $(BUILD_DIR)/ops.o $(BUILD_DIR)/kernels.o $(BUILD_DIR)/link.o $(FILES_CPP) -o ./bitsandbytes/libbitsandbytes_cuda$(CUDA_VERSION).so $(LIB) cuda11x: $(BUILD_DIR) env $(NVCC) $(CC_cublasLt111) -Xcompiler '-fPIC' --use_fast_math -Xptxas=-v -dc $(FILES_CUDA) $(INCLUDE) $(LIB) --output-directory $(BUILD_DIR) $(NVCC) $(CC_cublasLt111) -Xcompiler '-fPIC' -dlink $(BUILD_DIR)/ops.o $(BUILD_DIR)/kernels.o -o $(BUILD_DIR)/link.o $(GPP) -std=c++14 -DBUILD_CUDA -shared -fPIC $(INCLUDE) $(BUILD_DIR)/ops.o $(BUILD_DIR)/kernels.o $(BUILD_DIR)/link.o $(FILES_CPP) -o ./bitsandbytes/libbitsandbytes_cuda$(CUDA_VERSION).so $(LIB) cuda11x_cutlass: $(BUILD_DIR) env cutlass $(NVCC) $(CC_cublasLt111) -Xcompiler '-fPIC' --use_fast_math --expt-relaxed-constexpr -Xptxas=-v -dc $(FILES_CUDA) $(INCLUDE) $(INCLUDE_cutlass) $(LIB) --output-directory $(BUILD_DIR) $(NVCC) $(CC_cublasLt111) -Xcompiler '-fPIC' -dlink $(BUILD_DIR)/ops.o $(BUILD_DIR)/kernels.o -o $(BUILD_DIR)/link.o $(GPP) -std=c++17 -DBUILD_CUDA -shared -fPIC $(INCLUDE) $(INCLUDE_cutlass) $(BUILD_DIR)/ops.o $(BUILD_DIR)/kernels.o $(BUILD_DIR)/link.o $(FILES_CPP) -o ./bitsandbytes/libbitsandbytes_cuda$(CUDA_VERSION).so $(LIB) cuda12x: $(BUILD_DIR) env $(NVCC) $(CC_cublasLt111) $(CC_ADA_HOPPER) -Xcompiler '-fPIC' --use_fast_math -Xptxas=-v -dc $(FILES_CUDA) $(INCLUDE) $(LIB) --output-directory $(BUILD_DIR) $(NVCC) $(CC_cublasLt111) $(CC_ADA_HOPPER) -Xcompiler '-fPIC' -dlink $(BUILD_DIR)/ops.o $(BUILD_DIR)/kernels.o -o $(BUILD_DIR)/link.o $(GPP) -std=c++14 -DBUILD_CUDA -shared -fPIC $(INCLUDE) $(BUILD_DIR)/ops.o $(BUILD_DIR)/kernels.o $(BUILD_DIR)/link.o $(FILES_CPP) -o ./bitsandbytes/libbitsandbytes_cuda$(CUDA_VERSION).so $(LIB) cpuonly: $(BUILD_DIR) env $(GPP) -std=c++14 -shared -fPIC -I $(ROOT_DIR)/csrc -I $(ROOT_DIR)/include $(FILES_CPP) -o ./bitsandbytes/libbitsandbytes_cpu.so env: @echo "ENVIRONMENT" @echo "============================" @echo "CUDA_VERSION: $(CUDA_VERSION)" @echo "============================" @echo "NVCC path: $(NVCC)" @echo "GPP path: $(GPP) VERSION: `$(GPP) --version | head -n 1`" @echo "CUDA_HOME: $(CUDA_HOME)" @echo "CONDA_PREFIX: $(CONDA_PREFIX)" @echo "PATH: $(PATH)" @echo "LD_LIBRARY_PATH: $(LD_LIBRARY_PATH)" @echo "============================" cutlass: if [ ! -d "$(ROOT_DIR)/dependencies/cutlass" ]; then \ git clone https://github.com/NVIDIA/cutlass.git $(ROOT_DIR)/dependencies/cutlass; \ fi \ $(BUILD_DIR): mkdir -p build mkdir -p dependencies $(ROOT_DIR)/dependencies/cub: git clone https://github.com/NVlabs/cub $(ROOT_DIR)/dependencies/cub cd dependencies/cub; git checkout 1.11.0 clean: rm build/* cleaneggs: rm -rf *.egg* cleanlibs: rm ./bitsandbytes/libbitsandbytes*.so