scaled_masked_softmax.py

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",
            "-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)