import os from .builder import Builder, get_cuda_cc_flag class FusedOptimBuilder(Builder): NAME = 'fused_optim' BASE_DIR = "cuda_native/csrc" def __init__(self): self.name = FusedOptimBuilder.NAME super().__init__() self.version_dependent_macros = ['-DVERSION_GE_1_1', '-DVERSION_GE_1_3', '-DVERSION_GE_1_5'] def sources_files(self): ret = [ self.colossalai_src_path(os.path.join(FusedOptimBuilder.BASE_DIR, fname)) for fname in [ 'colossal_C_frontend.cpp', 'multi_tensor_sgd_kernel.cu', 'multi_tensor_scale_kernel.cu', 'multi_tensor_adam.cu', 'multi_tensor_l2norm_kernel.cu', 'multi_tensor_lamb.cu' ] ] return ret def include_dirs(self): ret = [os.path.join(FusedOptimBuilder.BASE_DIR, "includes"), self.get_cuda_home_include()] return [self.colossalai_src_path(path) for path in ret] def cxx_flags(self): extra_cxx_flags = [] return ['-O3'] + self.version_dependent_macros + extra_cxx_flags def nvcc_flags(self): extra_cuda_flags = ['-lineinfo'] extra_cuda_flags.extend(get_cuda_cc_flag()) return ['-O3', '--use_fast_math'] + extra_cuda_flags