import os 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)