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)