from .builder import Builder from .utils import append_nvcc_threads class CPUAdamBuilder(Builder): NAME = "cpu_adam" PREBUILT_IMPORT_PATH = "colossalai._C.cpu_adam" def __init__(self): super().__init__(name=CPUAdamBuilder.NAME, prebuilt_import_path=CPUAdamBuilder.PREBUILT_IMPORT_PATH) self.version_dependent_macros = ["-DVERSION_GE_1_1", "-DVERSION_GE_1_3", "-DVERSION_GE_1_5"] # necessary 4 functions def sources_files(self): ret = [ self.csrc_abs_path("cpu_adam.cpp"), ] return ret def include_dirs(self): return [self.csrc_abs_path("includes"), self.get_cuda_home_include()] def cxx_flags(self): extra_cxx_flags = ["-std=c++14", "-lcudart", "-lcublas", "-g", "-Wno-reorder", "-fopenmp", "-march=native"] return ["-O3"] + self.version_dependent_macros + extra_cxx_flags def nvcc_flags(self): extra_cuda_flags = [ "-std=c++14", "-U__CUDA_NO_HALF_OPERATORS__", "-U__CUDA_NO_HALF_CONVERSIONS__", "-U__CUDA_NO_HALF2_OPERATORS__", "-DTHRUST_IGNORE_CUB_VERSION_CHECK", ] ret = ["-O3", "--use_fast_math"] + self.version_dependent_macros + extra_cuda_flags return append_nvcc_threads(ret)