` an_optimizer = HyperParameterOptimizer(
base_task_id="6f3bf2ecbb964ff3b2a6111c34cb0fa3",
hyper_parameters=[ DiscreteParameterRange('Args/patch_size', values=[32, 64, 128]),
DiscreteParameterRange('Args/nb_conv', values=[2, 3, 4]),
DiscreteParameterRange('Args/nb_fmaps', values=[30, 35, 40]),
DiscreteParameterRange('Args/epochs', values=[30]),
], objective_metric_title='valid_average_dice_epoch',
objective_metric_series='valid_average_dice_epoch',
objective_metric_sign='max',
max_number_of_...