from .builder import Builder from .utils import append_nvcc_threads class ScaledMaskedSoftmaxBuilder(Builder): NAME = "scaled_masked_softmax" PREBUILT_IMPORT_PATH = "colossalai._C.scaled_masked_softmax" def __init__(self): super().__init__( name=ScaledMaskedSoftmaxBuilder.NAME, prebuilt_import_path=ScaledMaskedSoftmaxBuilder.PREBUILT_IMPORT_PATH ) # necessary 4 functions def sources_files(self): ret = [self.csrc_abs_path(fname) for fname in ["scaled_masked_softmax.cpp", "scaled_masked_softmax_cuda.cu"]] return ret def include_dirs(self): return [self.csrc_abs_path("kernels/include"), self.get_cuda_home_include()] def cxx_flags(self): return ["-O3"] + self.version_dependent_macros 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", ] ret = ["-O3", "--use_fast_math"] + self.version_dependent_macros + extra_cuda_flags return append_nvcc_threads(ret)