import os from .builder import Builder from .utils import append_nvcc_threads, get_cuda_cc_flag class ScaledUpperTrainglemaskedSoftmaxBuilder(Builder): NAME = "scaled_upper_triangle_masked_softmax" PREBUILT_IMPORT_PATH = "colossalai._C.scaled_upper_triangle_masked_softmax" def __init__(self): super().__init__(name=ScaledUpperTrainglemaskedSoftmaxBuilder.NAME, prebuilt_import_path=ScaledUpperTrainglemaskedSoftmaxBuilder.PREBUILT_IMPORT_PATH) def include_dirs(self): return [ self.csrc_abs_path("kernels/include"), self.get_cuda_home_include() ] def sources_files(self): ret = [ self.csrc_abs_path(fname) for fname in ['scaled_upper_triang_masked_softmax.cpp', 'scaled_upper_triang_masked_softmax_cuda.cu'] ] return ret def cxx_flags(self): return ['-O3'] + self.version_dependent_macros def nvcc_flags(self): extra_cuda_flags = [ '-U__CUDA_NO_HALF_OPERATORS__', '-U__CUDA_NO_HALF_CONVERSIONS__', '--expt-relaxed-constexpr', '--expt-extended-lambda' ] extra_cuda_flags.extend(get_cuda_cc_flag()) ret = ['-O3', '--use_fast_math'] + extra_cuda_flags return append_nvcc_threads(ret)