986cb2671104f24d72ef9203816fa33adf7ab117,theanolm/commands/train.py,,train,#Any#,294

Before Change

        logging.debug("OPTIMIZATION OPTIONS")
        for option_name, option_value in optimization_options.items():
            if isinstance(option_value, list):
                value_str = ", ".join(str(x) for x in option_value)
                logging.debug("%s: [%s]", option_name, value_str)
            else:
                logging.debug("%s: %s", option_name, str(option_value))

After Change

            cost_function = NCECost(network, exclude_id, args.l1_regularization,
                                    args.l2_regularization, epsilon)
        else:
            assert args.cost == "blackout"
            cost_function = BlackoutCost(network, exclude_id,
                                         args.l1_regularization,
                                         args.l2_regularization, epsilon)
        try:

Instances