def vanilla_cifar10_st_vgg(repeats, output_path=""): args = Namespace(dataset="cifar10", model='stVGG', output_path=output_path, verbose=True, optimizer="sgd", curriculum="vanilla", batch_size=100, num_epochs=140, learning_rate=0.12, lr_decay_rate=1.1, minimal_lr=1e-3, lr_batch_size=700, batch_increase=100, increase_amount=1.9, starting_percent=0.04, order="inception", test_each=50, repeats=repeats, balance=True) run_expriment(args)
def random_small_mammals(repeats, output_path=""): args = Namespace(dataset="cifar100_subset_16", model='stVGG', output_path=output_path, verbose=False, optimizer="sgd", curriculum="random", batch_size=100, num_epochs=140, learning_rate=0.025, lr_decay_rate=1.3, minimal_lr=1e-4, lr_batch_size=400, batch_increase=100, increase_amount=1.9, starting_percent=0.04, order="inception", test_each=50, repeats=repeats, balance=True) run_expriment(args)