Python deserialize Examples

Example #1

File: optimizer.py Project: huaxz1986/keras

  def from_config(cls, config):
    """Creates an optimizer from its config.

    This method is the reverse of `get_config`, capable of instantiating the
    same optimizer from the config dictionary.

    Args:
        config: A Python dictionary, typically the output of get_config.

    Returns:
        An optimizer instance.
    """
    if "learning_rate" in config:
      if isinstance(config["learning_rate"], dict):
        config["learning_rate"] = learning_rate_schedule.deserialize(
            config["learning_rate"])
    return cls(**config)

Example #2

File: learning_rate_schedule_test.py Project: paolodedios/keras

def _maybe_serialized(lr_decay, serialize_and_deserialize):
    if serialize_and_deserialize:
        serialized = learning_rate_schedule.serialize(lr_decay)
        return learning_rate_schedule.deserialize(serialized)
    else:
        return lr_decay