| Input Args: | |
| Namespace(exp_name='debug', snap_dir='snapshots', log_dir='logs', no_log=False, data_name='mnist', data_dir='data/mnist', model_name='mnist', max_epoch=100, lr=0.0001, batch_size=200, seed=0, gpus='0,1', randomize=False, steps=[80, 140, 180], decay_rate=0.1, print_freq=10, output_freq=5, save_freq=5, eval_model=None, eval_samples=10000, eval_batch_size=200, eval_cpu=False, attack_method='pgd', epsilon=0.3, k=40, alpha=0.01, mu=1.0, random_start=True) | |
| Downloading http://yann.lecun.com/exdb/mnist/train-images-idx3-ubyte.gz | |
| Downloading http://yann.lecun.com/exdb/mnist/train-images-idx3-ubyte.gz to data/mnist/MNIST/raw/train-images-idx3-ubyte.gz | |
| Extracting data/mnist/MNIST/raw/train-images-idx3-ubyte.gz to data/mnist/MNIST/raw | |
| Downloading http://yann.lecun.com/exdb/mnist/train-labels-idx1-ubyte.gz | |
| Downloading http://yann.lecun.com/exdb/mnist/train-labels-idx1-ubyte.gz to data/mnist/MNIST/raw/train-labels-idx1-ubyte.gz | |
| Extracting data/mnist/MNIST/raw/train-labels-idx1-ubyte.gz to data/mnist/MNIST/raw | |
| Downloading http://yann.lecun.com/exdb/mnist/t10k-images-idx3-ubyte.gz | |
| Downloading http://yann.lecun.com/exdb/mnist/t10k-images-idx3-ubyte.gz to data/mnist/MNIST/raw/t10k-images-idx3-ubyte.gz | |
| Extracting data/mnist/MNIST/raw/t10k-images-idx3-ubyte.gz to data/mnist/MNIST/raw | |
| Downloading http://yann.lecun.com/exdb/mnist/t10k-labels-idx1-ubyte.gz | |
| Downloading http://yann.lecun.com/exdb/mnist/t10k-labels-idx1-ubyte.gz to data/mnist/MNIST/raw/t10k-labels-idx1-ubyte.gz | |
| Extracting data/mnist/MNIST/raw/t10k-labels-idx1-ubyte.gz to data/mnist/MNIST/raw | |