ModelScope/modelscope/trainers/default_config.py

# Copyright (c) Alibaba, Inc. and its affiliates.

from modelscope.utils.config import Config

DEFAULT_CONFIG = {
    'train': {
        'hooks': [{
            'type': 'CheckpointHook',
            'interval': 1
        }, {
            'type': 'TextLoggerHook',
            'interval': 10
        }, {
            'type': 'IterTimerHook'
        }]
    }
}


def merge_cfg(cfg: Config):
    """Merge the default config into the input cfg.

    This function will pop the default CheckpointHook when the BestCkptSaverHook exists in the input cfg.

    Aegs:
        cfg: The input cfg to be merged into.
    """
    cfg.merge_from_dict(DEFAULT_CONFIG, force=False)
    # pop duplicate hook

    if any(['BestCkptSaverHook' == hook['type'] for hook in cfg.train.hooks]):
        cfg.train.hooks = list(
            filter(lambda hook: hook['type'] != 'CheckpointHook',
                   cfg.train.hooks))