import os from .builder import Builder from .utils import append_nvcc_threads class CPUAdamBuilder(Builder): NAME = "cpu_adam" BASE_DIR = "colossalai/kernel/cuda_native" def __init__(self): self.name = CPUAdamBuilder.NAME super().__init__() self.version_dependent_macros = ['-DVERSION_GE_1_1', '-DVERSION_GE_1_3', '-DVERSION_GE_1_5'] # necessary 4 functions def sources_files(self): ret = [ os.path.join(CPUAdamBuilder.BASE_DIR, "csrc/cpu_adam.cpp"), ] return [self.colossalai_src_path(path) for path in ret] def include_dirs(self): return [ self.colossalai_src_path(os.path.join(CPUAdamBuilder.BASE_DIR, "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' ] return append_nvcc_threads(['-O3', '--use_fast_math'] + self.version_dependent_macros + extra_cuda_flags) # necessary 4 functions