fused_optim.py

import os

from .builder import Builder
from .utils import get_cuda_cc_flag


class FusedOptimBuilder(Builder):
    NAME = "fused_optim"
    PREBUILT_IMPORT_PATH = "colossalai._C.fused_optim"

    def __init__(self):
        super().__init__(name=FusedOptimBuilder.NAME, prebuilt_import_path=FusedOptimBuilder.PREBUILT_IMPORT_PATH)
        
    def sources_files(self):
        ret = [
            self.csrc_abs_path(fname) for fname in [
                'colossal_C_frontend.cpp', 'multi_tensor_sgd_kernel.cu', 'multi_tensor_scale_kernel.cu',
                'multi_tensor_adam.cu', 'multi_tensor_l2norm_kernel.cu', 'multi_tensor_lamb.cu'
            ]
        ]
        return ret

    def include_dirs(self):
        ret = [self.csrc_abs_path('kernels/include'), self.get_cuda_home_include()]
        return ret

    def cxx_flags(self):
        version_dependent_macros = ['-DVERSION_GE_1_1', '-DVERSION_GE_1_3', '-DVERSION_GE_1_5']
        return ['-O3'] + version_dependent_macros

    def nvcc_flags(self):
        extra_cuda_flags = ['-lineinfo']
        extra_cuda_flags.extend(get_cuda_cc_flag())
        return ['-O3', '--use_fast_math'] + extra_cuda_flags