import os from .builder import Builder from .utils import append_nvcc_threads, get_cuda_cc_flag class LayerNormBuilder(Builder): NAME = "layernorm" PREBUILT_IMPORT_PATH = "colossalai._C.layernorm" def __init__(self): super().__init__(name=LayerNormBuilder.NAME, prebuilt_import_path=LayerNormBuilder.PREBUILT_IMPORT_PATH) def sources_files(self): ret = [self.csrc_abs_path(fname) for fname in ['layer_norm_cuda.cpp', 'layer_norm_cuda_kernel.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): return ['-O3'] + self.version_dependent_macros def nvcc_flags(self): extra_cuda_flags = ['-maxrregcount=50'] extra_cuda_flags.extend(get_cuda_cc_flag()) ret = ['-O3', '--use_fast_math'] + extra_cuda_flags + self.version_dependent_macros return append_nvcc_threads(ret)