ColossalAI/op_builder/scaled_upper_triangle_masked_softmax.py

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)