def get_validation_iterator(options, dataset): return make_batch_iterator(options, dataset, shuffle=False, include_partial=True, filter_length=options.validation_filter_length, batch_size=options.validation_batch_size, length_to_size=options.length_to_size)
def get_train_iterator(options, dataset): print("getting new iter") return make_batch_iterator(options, dataset, shuffle=True, include_partial=False, filter_length=options.train_filter_length, batch_size=options.batch_size, length_to_size=options.length_to_size)