import os from .builder import Builder from .utils import get_cuda_cc_flag class FusedOptimBuilder(Builder): NAME = "fused_optim" PREBUILT_IMPORT_PATH = "colossalai._C.fused_optim" def __init__(self): super().__init__(name=FusedOptimBuilder.NAME, prebuilt_import_path=FusedOptimBuilder.PREBUILT_IMPORT_PATH) def sources_files(self): ret = [ self.csrc_abs_path(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 = [self.csrc_abs_path('kernels/include'), self.get_cuda_home_include()] return ret def cxx_flags(self): version_dependent_macros = ['-DVERSION_GE_1_1', '-DVERSION_GE_1_3', '-DVERSION_GE_1_5'] return ['-O3'] + version_dependent_macros def nvcc_flags(self): extra_cuda_flags = ['-lineinfo'] extra_cuda_flags.extend(get_cuda_cc_flag()) return ['-O3', '--use_fast_math'] + extra_cuda_flags