cpu_adam.py

import os

from .builder import Builder
from .utils import append_nvcc_threads


class CPUAdamBuilder(Builder):
    NAME = "cpu_adam"
    PREBUILT_IMPORT_PATH = "colossalai._C.cpu_adam"

    def __init__(self):
        super().__init__(name=CPUAdamBuilder.NAME, prebuilt_import_path=CPUAdamBuilder.PREBUILT_IMPORT_PATH)
        self.version_dependent_macros = ['-DVERSION_GE_1_1', '-DVERSION_GE_1_3', '-DVERSION_GE_1_5']

    # necessary 4 functions
    def sources_files(self):
        ret = [
            self.csrc_abs_path('cpu_adam.cpp'),
        ]
        return ret

    def include_dirs(self):
        return [
            self.csrc_abs_path("includes"),
            self.get_cuda_home_include()
        ]

    def cxx_flags(self):
        extra_cxx_flags = ['-std=c++14', '-lcudart', '-lcublas', '-g', '-Wno-reorder', '-fopenmp', '-march=native']
        return ['-O3'] + self.version_dependent_macros + extra_cxx_flags

    def nvcc_flags(self):
        extra_cuda_flags = [
            '-std=c++14', '-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)