sample_info/scripts/data_summarization.py [144:157]:
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    stopper = callbacks.EarlyStoppingWithMetric(metric=metrics_list[0], stopping_param=args.stopping_param,
                                                partition='val', direction='max')

    training.train(model=model,
                   train_loader=train_loader,
                   val_loader=val_loader,
                   epochs=args.epochs,
                   save_iter=args.save_iter,
                   vis_iter=args.vis_iter,
                   optimization_args=optimization_args,
                   log_dir=args.log_dir,
                   args_to_log=args,
                   stopper=stopper,
                   metrics=metrics_list,
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sample_info/scripts/train_classifier.py [98:111]:
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    stopper = callbacks.EarlyStoppingWithMetric(metric=metrics_list[0], stopping_param=args.stopping_param,
                                                partition='val', direction='max')

    training.train(model=model,
                   train_loader=train_loader,
                   val_loader=val_loader,
                   epochs=args.epochs,
                   save_iter=args.save_iter,
                   vis_iter=args.vis_iter,
                   optimization_args=optimization_args,
                   log_dir=args.log_dir,
                   args_to_log=args,
                   stopper=stopper,
                   metrics=metrics_list,
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