ColossalAI/extensions/softmax/scaled_masked_softmax_cuda.py

from ..cuda_extension import _CudaExtension
from ..utils import append_nvcc_threads


class ScaledMaskedSoftmaxCudaExtension(_CudaExtension):
    def __init__(self):
        super().__init__(name="scaled_masked_softmax_cuda")

    def sources_files(self):
        ret = [
            self.csrc_abs_path(fname)
            for fname in ["cuda/pybind/scaled_masked_softmax.cpp", "cuda/scaled_masked_softmax_kernel.cu"]
        ]
        return ret

    def include_dirs(self):
        return [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",
            "-std=c++17",
            "-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)