ColossalAI/extensions/pybind/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 ["kernel/cuda/scaled_masked_softmax_kernel.cu"]] + [
            self.pybind_abs_path("softmax/scaled_masked_softmax.cpp")
        ]
        return ret

    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 + super().nvcc_flags()
        return append_nvcc_threads(ret)