diff --git "a/tensorboard/mnist_adv_2/mnist_adv_2_log_2023-12-27_05-47-13.txt" "b/tensorboard/mnist_adv_2/mnist_adv_2_log_2023-12-27_05-47-13.txt" new file mode 100644--- /dev/null +++ "b/tensorboard/mnist_adv_2/mnist_adv_2_log_2023-12-27_05-47-13.txt" @@ -0,0 +1,4683 @@ +Input Args: +Namespace(exp_name='mnist_adv_2', snap_dir='snapshots', log_dir='logs', no_log=False, data_name='mnist', data_dir='data/mnist', model_name='mnist', max_epoch=100, lr=0.1, batch_size=128, seed=2333, gpus='0,1', randomize=False, steps=[80, 140, 160], decay_rate=0.1, optimizer='sgd', no_val_stage=False, print_freq=10, output_freq=5, save_freq=5, eval_model=None, eval_samples=10000, eval_batch_size=256, eval_cpu=False, attack_method='pgd', epsilon=0.03137254901960784, k=10, alpha=0.00784313725490196, 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 + +Warning: unused kwargs: {'num_classes': 10} +pgd attack created with kwargs: {'epsilon': 0.03137254901960784, 'k': 10, 'alpha': 0.00784313725490196, 'random_start': True} +Epoch:[ 0][ 10|469] Time:[0.039/0.015] Loss:[2.021/2.140] AdvLoss:[2.179/2.254] Acc:[0.523/0.461] AdvAcc:[0.336/0.247] +Epoch:[ 0][ 20|469] Time:[0.038/0.015] Loss:[0.731/1.657] AdvLoss:[1.186/1.948] Acc:[0.773/0.557] AdvAcc:[0.594/0.361] +Epoch:[ 0][ 30|469] Time:[0.038/0.015] Loss:[0.524/1.292] AdvLoss:[0.802/1.583] Acc:[0.859/0.660] AdvAcc:[0.734/0.477] +Epoch:[ 0][ 40|469] Time:[0.039/0.017] Loss:[0.315/1.047] AdvLoss:[0.518/1.320] Acc:[0.930/0.725] AdvAcc:[0.859/0.564] +Epoch:[ 0][ 50|469] Time:[0.038/0.015] Loss:[0.255/0.888] AdvLoss:[0.468/1.135] Acc:[0.914/0.762] AdvAcc:[0.883/0.626] +Epoch:[ 0][ 60|469] Time:[0.043/0.018] Loss:[0.106/0.763] AdvLoss:[0.198/0.986] Acc:[0.969/0.794] AdvAcc:[0.922/0.673] +Epoch:[ 0][ 70|469] Time:[0.042/0.018] Loss:[0.076/0.665] AdvLoss:[0.123/0.881] Acc:[0.984/0.820] AdvAcc:[0.969/0.709] +Epoch:[ 0][ 80|469] Time:[0.044/0.018] Loss:[0.073/0.591] AdvLoss:[0.216/0.797] Acc:[0.977/0.840] AdvAcc:[0.922/0.737] +Epoch:[ 0][ 90|469] Time:[0.042/0.019] Loss:[0.068/0.538] AdvLoss:[0.134/0.732] Acc:[0.984/0.855] AdvAcc:[0.984/0.760] +Epoch:[ 0][100|469] Time:[0.040/0.016] Loss:[0.166/0.495] AdvLoss:[0.305/0.675] Acc:[0.961/0.867] AdvAcc:[0.930/0.779] +Epoch:[ 0][110|469] Time:[0.042/0.017] Loss:[0.060/0.455] AdvLoss:[0.140/0.627] Acc:[0.984/0.879] AdvAcc:[0.961/0.795] +Epoch:[ 0][120|469] Time:[0.041/0.018] Loss:[0.106/0.424] AdvLoss:[0.218/0.587] Acc:[0.969/0.886] AdvAcc:[0.945/0.809] +Epoch:[ 0][130|469] Time:[0.055/0.029] Loss:[0.034/0.395] AdvLoss:[0.071/0.554] Acc:[0.992/0.894] AdvAcc:[0.984/0.819] +Epoch:[ 0][140|469] Time:[0.040/0.021] Loss:[0.099/0.373] AdvLoss:[0.181/0.526] Acc:[0.969/0.900] AdvAcc:[0.953/0.829] +Epoch:[ 0][150|469] Time:[0.034/0.014] Loss:[0.089/0.354] AdvLoss:[0.171/0.500] Acc:[0.984/0.905] AdvAcc:[0.969/0.837] +Epoch:[ 0][160|469] Time:[0.038/0.015] Loss:[0.024/0.334] AdvLoss:[0.098/0.475] Acc:[1.000/0.910] AdvAcc:[0.945/0.845] +Epoch:[ 0][170|469] Time:[0.041/0.018] Loss:[0.093/0.321] AdvLoss:[0.269/0.456] Acc:[0.977/0.914] AdvAcc:[0.883/0.852] +Epoch:[ 0][180|469] Time:[0.034/0.015] Loss:[0.019/0.305] AdvLoss:[0.066/0.438] Acc:[1.000/0.918] AdvAcc:[0.977/0.858] +Epoch:[ 0][190|469] Time:[0.039/0.016] Loss:[0.047/0.292] AdvLoss:[0.147/0.421] Acc:[0.984/0.921] AdvAcc:[0.953/0.863] +Epoch:[ 0][200|469] Time:[0.043/0.018] Loss:[0.038/0.279] AdvLoss:[0.089/0.404] Acc:[0.977/0.925] AdvAcc:[0.961/0.869] +Epoch:[ 0][210|469] Time:[0.039/0.016] Loss:[0.038/0.268] AdvLoss:[0.082/0.390] Acc:[0.992/0.927] AdvAcc:[0.977/0.873] +Epoch:[ 0][220|469] Time:[0.040/0.016] Loss:[0.054/0.258] AdvLoss:[0.154/0.379] Acc:[0.977/0.930] AdvAcc:[0.922/0.877] +Epoch:[ 0][230|469] Time:[0.043/0.017] Loss:[0.036/0.248] AdvLoss:[0.072/0.367] Acc:[0.992/0.933] AdvAcc:[0.977/0.881] +Epoch:[ 0][240|469] Time:[0.042/0.017] Loss:[0.019/0.240] AdvLoss:[0.081/0.356] Acc:[1.000/0.935] AdvAcc:[0.969/0.884] +Epoch:[ 0][250|469] Time:[0.045/0.021] Loss:[0.021/0.231] AdvLoss:[0.077/0.345] Acc:[0.992/0.938] AdvAcc:[0.969/0.887] +Epoch:[ 0][260|469] Time:[0.039/0.016] Loss:[0.026/0.224] AdvLoss:[0.090/0.336] Acc:[0.992/0.940] AdvAcc:[0.961/0.890] +Epoch:[ 0][270|469] Time:[0.042/0.019] Loss:[0.019/0.216] AdvLoss:[0.083/0.328] Acc:[1.000/0.942] AdvAcc:[0.969/0.893] +Epoch:[ 0][280|469] Time:[0.041/0.017] Loss:[0.033/0.210] AdvLoss:[0.093/0.321] Acc:[0.984/0.943] AdvAcc:[0.969/0.896] +Epoch:[ 0][290|469] Time:[0.044/0.018] Loss:[0.013/0.205] AdvLoss:[0.048/0.313] Acc:[1.000/0.945] AdvAcc:[0.977/0.898] +Epoch:[ 0][300|469] Time:[0.038/0.015] Loss:[0.059/0.201] AdvLoss:[0.136/0.306] Acc:[0.984/0.946] AdvAcc:[0.953/0.901] +Epoch:[ 0][310|469] Time:[0.042/0.018] Loss:[0.061/0.195] AdvLoss:[0.146/0.299] Acc:[0.984/0.947] AdvAcc:[0.961/0.903] +Epoch:[ 0][320|469] Time:[0.043/0.018] Loss:[0.035/0.191] AdvLoss:[0.098/0.294] Acc:[0.992/0.948] AdvAcc:[0.961/0.904] +Epoch:[ 0][330|469] Time:[0.039/0.015] Loss:[0.024/0.186] AdvLoss:[0.060/0.289] Acc:[1.000/0.950] AdvAcc:[0.984/0.906] +Epoch:[ 0][340|469] Time:[0.041/0.018] Loss:[0.022/0.182] AdvLoss:[0.081/0.283] Acc:[0.992/0.951] AdvAcc:[0.969/0.908] +Epoch:[ 0][350|469] Time:[0.041/0.018] Loss:[0.002/0.177] AdvLoss:[0.007/0.278] Acc:[1.000/0.952] AdvAcc:[1.000/0.910] +Epoch:[ 0][360|469] Time:[0.041/0.018] Loss:[0.014/0.173] AdvLoss:[0.056/0.272] Acc:[1.000/0.953] AdvAcc:[0.961/0.912] +Epoch:[ 0][370|469] Time:[0.040/0.020] Loss:[0.072/0.170] AdvLoss:[0.148/0.267] Acc:[0.977/0.954] AdvAcc:[0.953/0.913] +Epoch:[ 0][380|469] Time:[0.041/0.019] Loss:[0.025/0.166] AdvLoss:[0.059/0.263] Acc:[0.992/0.955] AdvAcc:[0.984/0.915] +Epoch:[ 0][390|469] Time:[0.038/0.016] Loss:[0.034/0.163] AdvLoss:[0.065/0.258] Acc:[0.984/0.956] AdvAcc:[0.977/0.916] +Epoch:[ 0][400|469] Time:[0.045/0.018] Loss:[0.050/0.159] AdvLoss:[0.088/0.254] Acc:[0.984/0.957] AdvAcc:[0.977/0.918] +Epoch:[ 0][410|469] Time:[0.038/0.015] Loss:[0.058/0.157] AdvLoss:[0.112/0.250] Acc:[0.992/0.957] AdvAcc:[0.961/0.919] +Epoch:[ 0][420|469] Time:[0.040/0.016] Loss:[0.025/0.154] AdvLoss:[0.082/0.246] Acc:[1.000/0.958] AdvAcc:[0.953/0.920] +Epoch:[ 0][430|469] Time:[0.041/0.018] Loss:[0.061/0.152] AdvLoss:[0.135/0.243] Acc:[0.977/0.959] AdvAcc:[0.961/0.921] +Epoch:[ 0][440|469] Time:[0.041/0.018] Loss:[0.018/0.149] AdvLoss:[0.067/0.240] Acc:[0.992/0.960] AdvAcc:[0.984/0.923] +Epoch:[ 0][450|469] Time:[0.040/0.018] Loss:[0.040/0.147] AdvLoss:[0.132/0.236] Acc:[0.992/0.960] AdvAcc:[0.961/0.924] +Epoch:[ 0][460|469] Time:[0.042/0.017] Loss:[0.048/0.145] AdvLoss:[0.094/0.233] Acc:[0.984/0.961] AdvAcc:[0.969/0.925] +epoch 0 evaluated +natural accuracy: 0.9868 +adversarial accuracy: 0.9754 +Epoch:[ 1][ 10|469] Time:[0.040/0.015] Loss:[0.011/0.027] AdvLoss:[0.041/0.069] Acc:[1.000/0.996] AdvAcc:[0.992/0.979] +Epoch:[ 1][ 20|469] Time:[0.038/0.014] Loss:[0.016/0.029] AdvLoss:[0.061/0.077] Acc:[0.992/0.990] AdvAcc:[0.977/0.975] +Epoch:[ 1][ 30|469] Time:[0.040/0.018] Loss:[0.033/0.029] AdvLoss:[0.078/0.080] Acc:[0.992/0.991] AdvAcc:[0.977/0.975] +Epoch:[ 1][ 40|469] Time:[0.043/0.016] Loss:[0.051/0.029] AdvLoss:[0.133/0.077] Acc:[0.984/0.991] AdvAcc:[0.961/0.977] +Epoch:[ 1][ 50|469] Time:[0.038/0.016] Loss:[0.014/0.028] AdvLoss:[0.047/0.074] Acc:[1.000/0.992] AdvAcc:[0.984/0.978] +Epoch:[ 1][ 60|469] Time:[0.039/0.016] Loss:[0.011/0.024] AdvLoss:[0.042/0.072] Acc:[1.000/0.993] AdvAcc:[0.992/0.979] +Epoch:[ 1][ 70|469] Time:[0.042/0.020] Loss:[0.049/0.025] AdvLoss:[0.103/0.071] Acc:[0.992/0.994] AdvAcc:[0.961/0.978] +Epoch:[ 1][ 80|469] Time:[0.042/0.019] Loss:[0.037/0.026] AdvLoss:[0.101/0.071] Acc:[0.984/0.993] AdvAcc:[0.969/0.978] +Epoch:[ 1][ 90|469] Time:[0.041/0.019] Loss:[0.084/0.028] AdvLoss:[0.151/0.070] Acc:[0.969/0.992] AdvAcc:[0.961/0.979] +Epoch:[ 1][100|469] Time:[0.040/0.018] Loss:[0.028/0.028] AdvLoss:[0.084/0.070] Acc:[0.984/0.992] AdvAcc:[0.969/0.979] +Epoch:[ 1][110|469] Time:[0.043/0.017] Loss:[0.018/0.027] AdvLoss:[0.057/0.070] Acc:[1.000/0.992] AdvAcc:[0.977/0.978] +Epoch:[ 1][120|469] Time:[0.040/0.015] Loss:[0.005/0.025] AdvLoss:[0.012/0.070] Acc:[1.000/0.993] AdvAcc:[1.000/0.978] +Epoch:[ 1][130|469] Time:[0.041/0.018] Loss:[0.012/0.025] AdvLoss:[0.047/0.070] Acc:[1.000/0.993] AdvAcc:[0.984/0.978] +Epoch:[ 1][140|469] Time:[0.039/0.015] Loss:[0.014/0.024] AdvLoss:[0.034/0.069] Acc:[0.992/0.993] AdvAcc:[0.992/0.978] +Epoch:[ 1][150|469] Time:[0.041/0.019] Loss:[0.075/0.026] AdvLoss:[0.142/0.071] Acc:[0.984/0.993] AdvAcc:[0.977/0.978] +Epoch:[ 1][160|469] Time:[0.041/0.017] Loss:[0.096/0.028] AdvLoss:[0.166/0.071] Acc:[0.977/0.992] AdvAcc:[0.945/0.978] +Epoch:[ 1][170|469] Time:[0.041/0.018] Loss:[0.025/0.028] AdvLoss:[0.099/0.071] Acc:[0.992/0.992] AdvAcc:[0.945/0.977] +Epoch:[ 1][180|469] Time:[0.038/0.016] Loss:[0.013/0.028] AdvLoss:[0.035/0.071] Acc:[1.000/0.992] AdvAcc:[0.984/0.978] +Epoch:[ 1][190|469] Time:[0.044/0.018] Loss:[0.004/0.027] AdvLoss:[0.017/0.070] Acc:[1.000/0.992] AdvAcc:[1.000/0.978] +Epoch:[ 1][200|469] Time:[0.041/0.018] Loss:[0.011/0.027] AdvLoss:[0.041/0.069] Acc:[0.992/0.992] AdvAcc:[0.992/0.978] +Epoch:[ 1][210|469] Time:[0.041/0.018] Loss:[0.015/0.027] AdvLoss:[0.037/0.069] Acc:[0.992/0.992] AdvAcc:[0.992/0.978] +Epoch:[ 1][220|469] Time:[0.037/0.014] Loss:[0.014/0.028] AdvLoss:[0.027/0.068] Acc:[0.992/0.992] AdvAcc:[0.992/0.978] +Epoch:[ 1][230|469] Time:[0.039/0.015] Loss:[0.021/0.028] AdvLoss:[0.060/0.067] Acc:[1.000/0.992] AdvAcc:[0.977/0.978] +Epoch:[ 1][240|469] Time:[0.042/0.017] Loss:[0.024/0.028] AdvLoss:[0.070/0.067] Acc:[0.992/0.992] AdvAcc:[0.984/0.978] +Epoch:[ 1][250|469] Time:[0.043/0.017] Loss:[0.026/0.028] AdvLoss:[0.118/0.068] Acc:[0.992/0.992] AdvAcc:[0.969/0.978] +Epoch:[ 1][260|469] Time:[0.041/0.015] Loss:[0.011/0.027] AdvLoss:[0.034/0.068] Acc:[1.000/0.992] AdvAcc:[0.984/0.978] +Epoch:[ 1][270|469] Time:[0.041/0.018] Loss:[0.014/0.027] AdvLoss:[0.041/0.068] Acc:[0.992/0.992] AdvAcc:[0.984/0.978] +Epoch:[ 1][280|469] Time:[0.040/0.015] Loss:[0.026/0.027] AdvLoss:[0.066/0.068] Acc:[0.992/0.992] AdvAcc:[0.977/0.978] +Epoch:[ 1][290|469] Time:[0.039/0.014] Loss:[0.028/0.027] AdvLoss:[0.093/0.068] Acc:[0.984/0.992] AdvAcc:[0.961/0.978] +Epoch:[ 1][300|469] Time:[0.040/0.015] Loss:[0.021/0.026] AdvLoss:[0.070/0.068] Acc:[0.992/0.992] AdvAcc:[0.977/0.978] +Epoch:[ 1][310|469] Time:[0.043/0.018] Loss:[0.006/0.026] AdvLoss:[0.025/0.068] Acc:[1.000/0.992] AdvAcc:[0.992/0.978] +Epoch:[ 1][320|469] Time:[0.040/0.019] Loss:[0.015/0.026] AdvLoss:[0.039/0.068] Acc:[0.992/0.992] AdvAcc:[0.992/0.978] +Epoch:[ 1][330|469] Time:[0.039/0.016] Loss:[0.010/0.025] AdvLoss:[0.064/0.068] Acc:[1.000/0.993] AdvAcc:[0.961/0.978] +Epoch:[ 1][340|469] Time:[0.042/0.018] Loss:[0.079/0.026] AdvLoss:[0.162/0.068] Acc:[0.977/0.992] AdvAcc:[0.969/0.978] +Epoch:[ 1][350|469] Time:[0.034/0.014] Loss:[0.011/0.026] AdvLoss:[0.035/0.068] Acc:[1.000/0.993] AdvAcc:[0.984/0.978] +Epoch:[ 1][360|469] Time:[0.034/0.014] Loss:[0.014/0.026] AdvLoss:[0.067/0.068] Acc:[1.000/0.993] AdvAcc:[0.977/0.978] +Epoch:[ 1][370|469] Time:[0.043/0.020] Loss:[0.012/0.025] AdvLoss:[0.048/0.068] Acc:[1.000/0.993] AdvAcc:[0.977/0.978] +Epoch:[ 1][380|469] Time:[0.043/0.018] Loss:[0.072/0.026] AdvLoss:[0.120/0.068] Acc:[0.984/0.993] AdvAcc:[0.984/0.978] +Epoch:[ 1][390|469] Time:[0.040/0.015] Loss:[0.012/0.026] AdvLoss:[0.029/0.068] Acc:[1.000/0.993] AdvAcc:[0.992/0.978] +Epoch:[ 1][400|469] Time:[0.040/0.018] Loss:[0.007/0.025] AdvLoss:[0.028/0.068] Acc:[1.000/0.993] AdvAcc:[0.992/0.978] +Epoch:[ 1][410|469] Time:[0.030/0.016] Loss:[0.031/0.026] AdvLoss:[0.053/0.068] Acc:[0.992/0.993] AdvAcc:[0.992/0.978] +Epoch:[ 1][420|469] Time:[0.039/0.016] Loss:[0.017/0.026] AdvLoss:[0.057/0.068] Acc:[0.992/0.993] AdvAcc:[0.984/0.978] +Epoch:[ 1][430|469] Time:[0.041/0.017] Loss:[0.026/0.026] AdvLoss:[0.088/0.067] Acc:[0.992/0.993] AdvAcc:[0.977/0.978] +Epoch:[ 1][440|469] Time:[0.038/0.016] Loss:[0.014/0.026] AdvLoss:[0.042/0.067] Acc:[0.992/0.993] AdvAcc:[0.984/0.978] +Epoch:[ 1][450|469] Time:[0.041/0.018] Loss:[0.013/0.026] AdvLoss:[0.039/0.067] Acc:[1.000/0.993] AdvAcc:[0.992/0.978] +Epoch:[ 1][460|469] Time:[0.043/0.018] Loss:[0.005/0.026] AdvLoss:[0.036/0.067] Acc:[1.000/0.993] AdvAcc:[0.992/0.978] +Epoch:[ 2][ 10|469] Time:[0.042/0.019] Loss:[0.017/0.014] AdvLoss:[0.050/0.052] Acc:[1.000/1.000] AdvAcc:[0.984/0.982] +Epoch:[ 2][ 20|469] Time:[0.040/0.015] Loss:[0.020/0.019] AdvLoss:[0.124/0.055] Acc:[1.000/0.998] AdvAcc:[0.953/0.982] +Epoch:[ 2][ 30|469] Time:[0.043/0.018] Loss:[0.014/0.016] AdvLoss:[0.044/0.049] Acc:[0.992/0.997] AdvAcc:[0.984/0.984] +Epoch:[ 2][ 40|469] Time:[0.039/0.016] Loss:[0.010/0.014] AdvLoss:[0.031/0.049] Acc:[0.992/0.997] AdvAcc:[0.992/0.984] +Epoch:[ 2][ 50|469] Time:[0.040/0.015] Loss:[0.032/0.015] AdvLoss:[0.087/0.053] Acc:[0.992/0.997] AdvAcc:[0.969/0.983] +Epoch:[ 2][ 60|469] Time:[0.042/0.017] Loss:[0.012/0.014] AdvLoss:[0.049/0.051] Acc:[1.000/0.997] AdvAcc:[0.984/0.984] 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Acc:[1.000/0.996] AdvAcc:[1.000/0.988] +Epoch:[ 3][ 30|469] Time:[0.043/0.018] Loss:[0.005/0.012] AdvLoss:[0.015/0.042] Acc:[1.000/0.997] AdvAcc:[0.992/0.988] +Epoch:[ 3][ 40|469] Time:[0.037/0.016] Loss:[0.012/0.011] AdvLoss:[0.049/0.043] Acc:[0.992/0.997] AdvAcc:[0.984/0.988] +Epoch:[ 3][ 50|469] Time:[0.038/0.015] Loss:[0.008/0.010] AdvLoss:[0.031/0.042] Acc:[1.000/0.998] AdvAcc:[0.992/0.988] +Epoch:[ 3][ 60|469] Time:[0.041/0.018] Loss:[0.003/0.010] AdvLoss:[0.019/0.043] Acc:[1.000/0.997] AdvAcc:[0.992/0.988] +Epoch:[ 3][ 70|469] Time:[0.037/0.015] Loss:[0.014/0.011] AdvLoss:[0.056/0.042] Acc:[0.992/0.996] AdvAcc:[0.977/0.988] +Epoch:[ 3][ 80|469] Time:[0.041/0.018] Loss:[0.006/0.012] AdvLoss:[0.021/0.042] Acc:[1.000/0.996] AdvAcc:[0.992/0.988] +Epoch:[ 3][ 90|469] Time:[0.038/0.016] Loss:[0.003/0.011] AdvLoss:[0.011/0.042] Acc:[1.000/0.997] AdvAcc:[1.000/0.988] +Epoch:[ 3][100|469] Time:[0.041/0.018] Loss:[0.020/0.011] AdvLoss:[0.057/0.042] Acc:[0.992/0.996] AdvAcc:[0.992/0.987] 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Acc:[1.000/0.997] AdvAcc:[1.000/0.987] +Epoch:[ 3][280|469] Time:[0.044/0.019] Loss:[0.006/0.013] AdvLoss:[0.018/0.044] Acc:[1.000/0.997] AdvAcc:[1.000/0.987] +Epoch:[ 3][290|469] Time:[0.038/0.016] Loss:[0.005/0.013] AdvLoss:[0.025/0.044] Acc:[1.000/0.997] AdvAcc:[0.992/0.987] +Epoch:[ 3][300|469] Time:[0.038/0.015] Loss:[0.004/0.013] AdvLoss:[0.018/0.044] Acc:[1.000/0.997] AdvAcc:[0.992/0.987] +Epoch:[ 3][310|469] Time:[0.038/0.015] Loss:[0.006/0.013] AdvLoss:[0.026/0.044] Acc:[1.000/0.997] AdvAcc:[0.992/0.987] +Epoch:[ 3][320|469] Time:[0.038/0.015] Loss:[0.004/0.013] AdvLoss:[0.017/0.044] Acc:[1.000/0.997] AdvAcc:[0.984/0.987] +Epoch:[ 3][330|469] Time:[0.042/0.016] Loss:[0.003/0.013] AdvLoss:[0.010/0.044] Acc:[1.000/0.997] AdvAcc:[1.000/0.987] +Epoch:[ 3][340|469] Time:[0.045/0.019] Loss:[0.007/0.013] AdvLoss:[0.041/0.044] Acc:[1.000/0.997] AdvAcc:[0.984/0.987] +Epoch:[ 3][350|469] Time:[0.040/0.019] Loss:[0.024/0.013] AdvLoss:[0.078/0.044] Acc:[0.984/0.997] AdvAcc:[0.977/0.986] 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Acc:[0.992/0.997] AdvAcc:[0.984/0.986] +Epoch:[ 4][ 70|469] Time:[0.040/0.018] Loss:[0.023/0.010] AdvLoss:[0.050/0.039] Acc:[0.992/0.997] AdvAcc:[0.992/0.986] +Epoch:[ 4][ 80|469] Time:[0.043/0.018] Loss:[0.003/0.009] AdvLoss:[0.012/0.041] Acc:[1.000/0.997] AdvAcc:[1.000/0.985] +Epoch:[ 4][ 90|469] Time:[0.041/0.018] Loss:[0.004/0.009] AdvLoss:[0.013/0.042] Acc:[1.000/0.997] AdvAcc:[1.000/0.986] +Epoch:[ 4][100|469] Time:[0.043/0.018] Loss:[0.007/0.009] AdvLoss:[0.043/0.042] Acc:[1.000/0.997] AdvAcc:[0.984/0.986] +Epoch:[ 4][110|469] Time:[0.039/0.016] Loss:[0.012/0.009] AdvLoss:[0.039/0.042] Acc:[1.000/0.998] AdvAcc:[0.984/0.986] +Epoch:[ 4][120|469] Time:[0.043/0.018] Loss:[0.021/0.010] AdvLoss:[0.044/0.042] Acc:[0.992/0.997] AdvAcc:[0.992/0.986] +Epoch:[ 4][130|469] Time:[0.043/0.018] Loss:[0.008/0.010] AdvLoss:[0.029/0.042] Acc:[1.000/0.997] AdvAcc:[0.992/0.986] +Epoch:[ 4][140|469] Time:[0.043/0.018] Loss:[0.036/0.011] AdvLoss:[0.064/0.042] Acc:[0.992/0.997] AdvAcc:[0.977/0.986] 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Loss:[0.010/0.011] AdvLoss:[0.094/0.042] Acc:[1.000/0.996] AdvAcc:[0.969/0.986] +Epoch:[ 4][240|469] Time:[0.040/0.015] Loss:[0.011/0.011] AdvLoss:[0.045/0.043] Acc:[0.992/0.996] AdvAcc:[0.992/0.986] +Epoch:[ 4][250|469] Time:[0.043/0.018] Loss:[0.022/0.012] AdvLoss:[0.071/0.043] Acc:[0.992/0.996] AdvAcc:[0.984/0.986] +Epoch:[ 4][260|469] Time:[0.042/0.018] Loss:[0.002/0.011] AdvLoss:[0.013/0.042] Acc:[1.000/0.996] AdvAcc:[0.992/0.986] +Epoch:[ 4][270|469] Time:[0.041/0.018] Loss:[0.004/0.011] AdvLoss:[0.022/0.042] Acc:[1.000/0.996] AdvAcc:[0.992/0.986] +Epoch:[ 4][280|469] Time:[0.040/0.018] Loss:[0.008/0.011] AdvLoss:[0.096/0.043] Acc:[1.000/0.996] AdvAcc:[0.969/0.986] +Epoch:[ 4][290|469] Time:[0.041/0.015] Loss:[0.003/0.011] AdvLoss:[0.015/0.043] Acc:[1.000/0.996] AdvAcc:[1.000/0.986] +Epoch:[ 4][300|469] Time:[0.043/0.018] Loss:[0.012/0.011] AdvLoss:[0.034/0.043] Acc:[1.000/0.996] AdvAcc:[0.992/0.986] +Epoch:[ 4][310|469] Time:[0.038/0.015] Loss:[0.039/0.012] AdvLoss:[0.108/0.044] Acc:[0.984/0.996] AdvAcc:[0.977/0.986] +Epoch:[ 4][320|469] Time:[0.044/0.019] Loss:[0.012/0.011] AdvLoss:[0.063/0.044] Acc:[0.992/0.996] AdvAcc:[0.984/0.986] +Epoch:[ 4][330|469] Time:[0.044/0.018] Loss:[0.004/0.011] AdvLoss:[0.024/0.044] Acc:[1.000/0.996] AdvAcc:[0.992/0.986] +Epoch:[ 4][340|469] Time:[0.042/0.017] Loss:[0.032/0.012] AdvLoss:[0.073/0.043] Acc:[0.984/0.996] AdvAcc:[0.969/0.986] +Epoch:[ 4][350|469] Time:[0.039/0.017] Loss:[0.018/0.012] AdvLoss:[0.110/0.044] Acc:[0.992/0.996] AdvAcc:[0.961/0.986] +Epoch:[ 4][360|469] Time:[0.038/0.015] Loss:[0.031/0.012] AdvLoss:[0.133/0.044] Acc:[0.977/0.996] AdvAcc:[0.961/0.985] +Epoch:[ 4][370|469] Time:[0.039/0.015] Loss:[0.015/0.012] AdvLoss:[0.050/0.044] Acc:[1.000/0.996] AdvAcc:[0.984/0.985] +Epoch:[ 4][380|469] Time:[0.041/0.018] Loss:[0.013/0.012] AdvLoss:[0.043/0.044] Acc:[0.992/0.996] AdvAcc:[0.984/0.985] +Epoch:[ 4][390|469] Time:[0.042/0.018] Loss:[0.007/0.012] AdvLoss:[0.023/0.044] Acc:[1.000/0.996] AdvAcc:[0.992/0.985] +Epoch:[ 4][400|469] Time:[0.041/0.019] Loss:[0.015/0.012] AdvLoss:[0.059/0.044] Acc:[0.992/0.996] AdvAcc:[0.977/0.985] +Epoch:[ 4][410|469] Time:[0.041/0.018] Loss:[0.019/0.012] AdvLoss:[0.055/0.044] Acc:[0.992/0.996] AdvAcc:[0.984/0.985] +Epoch:[ 4][420|469] Time:[0.041/0.018] Loss:[0.005/0.012] AdvLoss:[0.013/0.044] Acc:[1.000/0.996] AdvAcc:[1.000/0.985] +Epoch:[ 4][430|469] Time:[0.040/0.016] Loss:[0.055/0.012] AdvLoss:[0.109/0.044] Acc:[0.977/0.996] AdvAcc:[0.977/0.985] +Epoch:[ 4][440|469] Time:[0.039/0.015] Loss:[0.007/0.012] AdvLoss:[0.024/0.045] Acc:[1.000/0.996] AdvAcc:[0.984/0.985] +Epoch:[ 4][450|469] Time:[0.041/0.018] Loss:[0.019/0.012] AdvLoss:[0.064/0.044] Acc:[0.992/0.996] AdvAcc:[0.969/0.985] +Epoch:[ 4][460|469] Time:[0.059/0.033] Loss:[0.004/0.012] AdvLoss:[0.028/0.044] Acc:[1.000/0.996] AdvAcc:[0.992/0.985] +epoch 4 evaluated +natural accuracy: 0.9904 +adversarial accuracy: 0.9798 +Epoch:[ 5][ 10|469] Time:[0.043/0.018] Loss:[0.002/0.003] AdvLoss:[0.011/0.021] Acc:[1.000/1.000] AdvAcc:[1.000/0.995] +Epoch:[ 5][ 20|469] Time:[0.040/0.016] Loss:[0.002/0.003] AdvLoss:[0.012/0.029] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 5][ 30|469] Time:[0.043/0.019] Loss:[0.002/0.003] AdvLoss:[0.011/0.030] Acc:[1.000/1.000] AdvAcc:[1.000/0.991] +Epoch:[ 5][ 40|469] Time:[0.042/0.018] Loss:[0.007/0.003] AdvLoss:[0.028/0.033] Acc:[1.000/1.000] AdvAcc:[0.984/0.990] +Epoch:[ 5][ 50|469] Time:[0.039/0.016] Loss:[0.004/0.003] AdvLoss:[0.019/0.032] Acc:[1.000/1.000] AdvAcc:[0.992/0.990] +Epoch:[ 5][ 60|469] Time:[0.043/0.019] Loss:[0.017/0.005] AdvLoss:[0.049/0.032] Acc:[0.992/0.999] AdvAcc:[0.992/0.990] +Epoch:[ 5][ 70|469] Time:[0.041/0.019] Loss:[0.021/0.006] AdvLoss:[0.054/0.032] Acc:[0.992/0.999] AdvAcc:[0.984/0.990] +Epoch:[ 5][ 80|469] Time:[0.043/0.022] Loss:[0.003/0.005] AdvLoss:[0.018/0.032] Acc:[1.000/0.999] AdvAcc:[0.992/0.990] +Epoch:[ 5][ 90|469] Time:[0.043/0.018] Loss:[0.002/0.005] AdvLoss:[0.007/0.032] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 5][100|469] Time:[0.043/0.019] Loss:[0.007/0.006] AdvLoss:[0.050/0.032] Acc:[1.000/0.999] AdvAcc:[0.969/0.991] +Epoch:[ 5][110|469] Time:[0.041/0.018] Loss:[0.065/0.008] AdvLoss:[0.126/0.033] Acc:[0.992/0.999] AdvAcc:[0.969/0.990] +Epoch:[ 5][120|469] Time:[0.043/0.018] Loss:[0.005/0.008] AdvLoss:[0.030/0.033] Acc:[1.000/0.999] AdvAcc:[0.992/0.990] +Epoch:[ 5][130|469] Time:[0.042/0.020] Loss:[0.009/0.008] AdvLoss:[0.037/0.034] Acc:[1.000/0.999] AdvAcc:[0.977/0.990] +Epoch:[ 5][140|469] Time:[0.041/0.018] Loss:[0.007/0.008] AdvLoss:[0.034/0.034] Acc:[1.000/0.999] AdvAcc:[0.984/0.990] +Epoch:[ 5][150|469] Time:[0.029/0.015] Loss:[0.004/0.008] AdvLoss:[0.012/0.034] Acc:[1.000/0.999] AdvAcc:[1.000/0.990] +Epoch:[ 5][160|469] Time:[0.037/0.015] Loss:[0.018/0.008] AdvLoss:[0.067/0.035] Acc:[0.984/0.999] AdvAcc:[0.984/0.989] +Epoch:[ 5][170|469] Time:[0.042/0.020] Loss:[0.005/0.008] AdvLoss:[0.026/0.035] Acc:[1.000/0.999] AdvAcc:[0.984/0.989] +Epoch:[ 5][180|469] Time:[0.040/0.016] Loss:[0.016/0.008] AdvLoss:[0.045/0.036] Acc:[0.992/0.998] AdvAcc:[0.984/0.989] +Epoch:[ 5][190|469] Time:[0.039/0.015] Loss:[0.002/0.008] AdvLoss:[0.006/0.036] Acc:[1.000/0.998] AdvAcc:[1.000/0.989] +Epoch:[ 5][200|469] Time:[0.043/0.018] Loss:[0.003/0.008] AdvLoss:[0.022/0.035] Acc:[1.000/0.998] AdvAcc:[0.992/0.989] +Epoch:[ 5][210|469] Time:[0.041/0.019] Loss:[0.006/0.008] AdvLoss:[0.019/0.035] Acc:[1.000/0.999] AdvAcc:[1.000/0.989] +Epoch:[ 5][220|469] Time:[0.038/0.016] Loss:[0.028/0.008] AdvLoss:[0.089/0.035] Acc:[0.984/0.998] AdvAcc:[0.969/0.989] +Epoch:[ 5][230|469] Time:[0.039/0.016] Loss:[0.004/0.008] AdvLoss:[0.025/0.034] Acc:[1.000/0.998] AdvAcc:[0.992/0.989] +Epoch:[ 5][240|469] Time:[0.042/0.019] Loss:[0.001/0.008] AdvLoss:[0.021/0.034] Acc:[1.000/0.998] AdvAcc:[0.992/0.989] +Epoch:[ 5][250|469] Time:[0.041/0.018] Loss:[0.007/0.008] AdvLoss:[0.026/0.034] Acc:[1.000/0.998] AdvAcc:[0.992/0.989] +Epoch:[ 5][260|469] Time:[0.042/0.018] Loss:[0.012/0.008] AdvLoss:[0.052/0.035] Acc:[1.000/0.998] AdvAcc:[0.977/0.989] +Epoch:[ 5][270|469] Time:[0.041/0.016] Loss:[0.010/0.008] AdvLoss:[0.058/0.035] Acc:[1.000/0.999] AdvAcc:[0.969/0.989] +Epoch:[ 5][280|469] Time:[0.038/0.014] Loss:[0.009/0.008] AdvLoss:[0.046/0.035] Acc:[1.000/0.999] AdvAcc:[0.984/0.989] +Epoch:[ 5][290|469] Time:[0.043/0.018] Loss:[0.023/0.008] AdvLoss:[0.057/0.035] Acc:[0.992/0.999] AdvAcc:[0.977/0.989] +Epoch:[ 5][300|469] Time:[0.041/0.019] Loss:[0.017/0.008] AdvLoss:[0.038/0.035] Acc:[0.992/0.998] AdvAcc:[0.984/0.989] +Epoch:[ 5][310|469] Time:[0.041/0.019] Loss:[0.011/0.008] AdvLoss:[0.045/0.035] Acc:[1.000/0.998] AdvAcc:[0.984/0.989] +Epoch:[ 5][320|469] Time:[0.039/0.016] Loss:[0.001/0.008] AdvLoss:[0.004/0.035] Acc:[1.000/0.999] AdvAcc:[1.000/0.989] +Epoch:[ 5][330|469] Time:[0.037/0.015] Loss:[0.010/0.008] AdvLoss:[0.057/0.035] Acc:[1.000/0.998] AdvAcc:[0.984/0.989] +Epoch:[ 5][340|469] Time:[0.040/0.014] Loss:[0.014/0.008] AdvLoss:[0.128/0.035] Acc:[0.992/0.998] AdvAcc:[0.961/0.989] +Epoch:[ 5][350|469] Time:[0.045/0.020] Loss:[0.019/0.008] AdvLoss:[0.039/0.036] Acc:[0.992/0.998] AdvAcc:[0.992/0.989] +Epoch:[ 5][360|469] Time:[0.039/0.016] Loss:[0.017/0.009] AdvLoss:[0.051/0.036] Acc:[0.992/0.998] AdvAcc:[0.992/0.988] +Epoch:[ 5][370|469] Time:[0.042/0.017] Loss:[0.005/0.009] AdvLoss:[0.025/0.036] Acc:[1.000/0.998] AdvAcc:[0.992/0.988] +Epoch:[ 5][380|469] Time:[0.041/0.018] Loss:[0.033/0.009] AdvLoss:[0.081/0.036] Acc:[0.984/0.998] AdvAcc:[0.977/0.989] +Epoch:[ 5][390|469] Time:[0.041/0.019] Loss:[0.011/0.009] AdvLoss:[0.031/0.036] Acc:[0.992/0.998] AdvAcc:[0.992/0.988] +Epoch:[ 5][400|469] Time:[0.039/0.017] Loss:[0.021/0.009] AdvLoss:[0.058/0.037] Acc:[0.992/0.998] AdvAcc:[0.984/0.988] +Epoch:[ 5][410|469] Time:[0.041/0.018] Loss:[0.046/0.010] AdvLoss:[0.073/0.037] Acc:[0.992/0.998] AdvAcc:[0.984/0.988] +Epoch:[ 5][420|469] Time:[0.043/0.018] Loss:[0.012/0.010] AdvLoss:[0.090/0.037] Acc:[1.000/0.998] AdvAcc:[0.961/0.988] +Epoch:[ 5][430|469] Time:[0.043/0.019] Loss:[0.033/0.010] AdvLoss:[0.060/0.037] Acc:[0.992/0.998] AdvAcc:[0.984/0.988] +Epoch:[ 5][440|469] Time:[0.043/0.018] Loss:[0.026/0.010] AdvLoss:[0.091/0.037] Acc:[0.984/0.998] AdvAcc:[0.977/0.988] +Epoch:[ 5][450|469] Time:[0.043/0.017] Loss:[0.014/0.010] AdvLoss:[0.050/0.038] Acc:[0.992/0.997] AdvAcc:[0.984/0.988] +Epoch:[ 5][460|469] Time:[0.038/0.015] Loss:[0.014/0.011] AdvLoss:[0.054/0.038] Acc:[0.992/0.997] AdvAcc:[0.969/0.988] +Epoch:[ 6][ 10|469] Time:[0.042/0.018] Loss:[0.012/0.010] AdvLoss:[0.023/0.038] Acc:[0.992/0.996] AdvAcc:[0.992/0.988] +Epoch:[ 6][ 20|469] Time:[0.042/0.019] Loss:[0.006/0.007] AdvLoss:[0.032/0.034] Acc:[1.000/0.998] AdvAcc:[0.969/0.988] +Epoch:[ 6][ 30|469] Time:[0.041/0.018] Loss:[0.021/0.012] AdvLoss:[0.066/0.035] Acc:[0.992/0.996] AdvAcc:[0.984/0.988] +Epoch:[ 6][ 40|469] Time:[0.038/0.016] Loss:[0.004/0.010] AdvLoss:[0.014/0.037] Acc:[1.000/0.997] AdvAcc:[1.000/0.988] +Epoch:[ 6][ 50|469] Time:[0.038/0.016] Loss:[0.009/0.012] AdvLoss:[0.035/0.036] Acc:[1.000/0.997] AdvAcc:[0.984/0.989] +Epoch:[ 6][ 60|469] Time:[0.041/0.018] Loss:[0.007/0.011] AdvLoss:[0.026/0.035] Acc:[1.000/0.997] AdvAcc:[0.992/0.989] +Epoch:[ 6][ 70|469] Time:[0.035/0.014] Loss:[0.006/0.011] AdvLoss:[0.026/0.033] Acc:[1.000/0.998] AdvAcc:[0.992/0.990] +Epoch:[ 6][ 80|469] Time:[0.042/0.017] Loss:[0.009/0.011] AdvLoss:[0.030/0.033] Acc:[1.000/0.998] AdvAcc:[0.992/0.990] +Epoch:[ 6][ 90|469] Time:[0.041/0.018] Loss:[0.015/0.011] AdvLoss:[0.039/0.031] Acc:[0.992/0.997] AdvAcc:[0.992/0.990] +Epoch:[ 6][100|469] Time:[0.041/0.018] Loss:[0.025/0.011] AdvLoss:[0.054/0.032] Acc:[0.992/0.997] AdvAcc:[0.984/0.990] +Epoch:[ 6][110|469] Time:[0.040/0.018] Loss:[0.010/0.011] AdvLoss:[0.043/0.031] Acc:[0.992/0.997] AdvAcc:[0.984/0.991] +Epoch:[ 6][120|469] Time:[0.041/0.018] Loss:[0.004/0.010] AdvLoss:[0.023/0.031] Acc:[1.000/0.997] AdvAcc:[0.992/0.991] +Epoch:[ 6][130|469] Time:[0.039/0.017] Loss:[0.005/0.010] AdvLoss:[0.048/0.030] Acc:[1.000/0.998] AdvAcc:[0.984/0.991] +Epoch:[ 6][140|469] Time:[0.039/0.016] Loss:[0.006/0.009] AdvLoss:[0.036/0.030] Acc:[1.000/0.998] AdvAcc:[0.984/0.991] +Epoch:[ 6][150|469] Time:[0.039/0.016] Loss:[0.022/0.010] AdvLoss:[0.037/0.031] Acc:[0.992/0.998] AdvAcc:[0.992/0.991] +Epoch:[ 6][160|469] Time:[0.043/0.018] Loss:[0.005/0.009] AdvLoss:[0.030/0.031] Acc:[1.000/0.998] AdvAcc:[0.984/0.990] +Epoch:[ 6][170|469] Time:[0.052/0.026] Loss:[0.011/0.009] AdvLoss:[0.039/0.031] Acc:[0.992/0.998] AdvAcc:[0.984/0.990] +Epoch:[ 6][180|469] Time:[0.035/0.018] Loss:[0.008/0.009] AdvLoss:[0.043/0.030] Acc:[1.000/0.998] AdvAcc:[0.992/0.991] +Epoch:[ 6][190|469] Time:[0.042/0.020] Loss:[0.002/0.009] AdvLoss:[0.015/0.030] Acc:[1.000/0.998] AdvAcc:[1.000/0.991] +Epoch:[ 6][200|469] Time:[0.042/0.018] Loss:[0.004/0.009] AdvLoss:[0.018/0.030] Acc:[1.000/0.998] AdvAcc:[1.000/0.991] +Epoch:[ 6][210|469] Time:[0.032/0.021] Loss:[0.005/0.010] AdvLoss:[0.017/0.031] Acc:[1.000/0.998] AdvAcc:[0.992/0.990] +Epoch:[ 6][220|469] Time:[0.036/0.020] Loss:[0.003/0.009] AdvLoss:[0.011/0.030] Acc:[1.000/0.998] AdvAcc:[1.000/0.990] +Epoch:[ 6][230|469] Time:[0.040/0.020] Loss:[0.001/0.009] AdvLoss:[0.006/0.030] Acc:[1.000/0.998] AdvAcc:[1.000/0.990] +Epoch:[ 6][240|469] Time:[0.041/0.018] Loss:[0.004/0.009] AdvLoss:[0.023/0.030] Acc:[1.000/0.998] AdvAcc:[0.992/0.990] +Epoch:[ 6][250|469] Time:[0.038/0.016] Loss:[0.017/0.009] AdvLoss:[0.062/0.031] Acc:[0.992/0.998] AdvAcc:[0.984/0.990] +Epoch:[ 6][260|469] Time:[0.041/0.018] Loss:[0.013/0.009] AdvLoss:[0.036/0.031] Acc:[0.992/0.998] AdvAcc:[0.992/0.990] +Epoch:[ 6][270|469] Time:[0.040/0.016] Loss:[0.008/0.009] AdvLoss:[0.025/0.032] Acc:[1.000/0.998] AdvAcc:[0.992/0.990] +Epoch:[ 6][280|469] Time:[0.040/0.018] Loss:[0.003/0.009] AdvLoss:[0.015/0.032] Acc:[1.000/0.998] AdvAcc:[0.992/0.990] +Epoch:[ 6][290|469] Time:[0.040/0.018] Loss:[0.005/0.009] AdvLoss:[0.031/0.031] Acc:[1.000/0.998] AdvAcc:[0.984/0.990] +Epoch:[ 6][300|469] Time:[0.038/0.016] Loss:[0.006/0.009] AdvLoss:[0.033/0.032] Acc:[1.000/0.998] AdvAcc:[0.977/0.990] +Epoch:[ 6][310|469] Time:[0.038/0.016] Loss:[0.002/0.008] AdvLoss:[0.016/0.032] Acc:[1.000/0.998] AdvAcc:[1.000/0.990] +Epoch:[ 6][320|469] Time:[0.042/0.018] Loss:[0.008/0.008] AdvLoss:[0.044/0.032] Acc:[1.000/0.998] AdvAcc:[0.984/0.989] +Epoch:[ 6][330|469] Time:[0.038/0.015] Loss:[0.011/0.009] AdvLoss:[0.047/0.033] Acc:[1.000/0.998] AdvAcc:[0.969/0.989] +Epoch:[ 6][340|469] Time:[0.043/0.018] Loss:[0.006/0.009] AdvLoss:[0.022/0.033] Acc:[1.000/0.998] AdvAcc:[0.992/0.989] +Epoch:[ 6][350|469] Time:[0.042/0.022] Loss:[0.006/0.009] AdvLoss:[0.033/0.034] Acc:[1.000/0.998] AdvAcc:[0.992/0.989] +Epoch:[ 6][360|469] Time:[0.040/0.017] Loss:[0.006/0.009] AdvLoss:[0.038/0.034] Acc:[1.000/0.998] AdvAcc:[0.977/0.989] +Epoch:[ 6][370|469] Time:[0.038/0.015] Loss:[0.004/0.009] AdvLoss:[0.016/0.034] Acc:[1.000/0.998] AdvAcc:[0.992/0.989] +Epoch:[ 6][380|469] Time:[0.040/0.014] Loss:[0.003/0.009] AdvLoss:[0.011/0.034] Acc:[1.000/0.998] AdvAcc:[1.000/0.989] 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Acc:[1.000/0.998] AdvAcc:[0.992/0.989] +Epoch:[ 8][390|469] Time:[0.038/0.016] Loss:[0.001/0.008] AdvLoss:[0.004/0.033] Acc:[1.000/0.998] AdvAcc:[1.000/0.989] +Epoch:[ 8][400|469] Time:[0.040/0.017] Loss:[0.009/0.008] AdvLoss:[0.028/0.033] Acc:[0.992/0.998] AdvAcc:[0.992/0.989] +Epoch:[ 8][410|469] Time:[0.039/0.017] Loss:[0.004/0.008] AdvLoss:[0.031/0.033] Acc:[1.000/0.998] AdvAcc:[0.984/0.989] +Epoch:[ 8][420|469] Time:[0.042/0.019] Loss:[0.014/0.008] AdvLoss:[0.047/0.033] Acc:[0.992/0.998] AdvAcc:[0.984/0.989] +Epoch:[ 8][430|469] Time:[0.038/0.015] Loss:[0.007/0.008] AdvLoss:[0.022/0.033] Acc:[1.000/0.998] AdvAcc:[1.000/0.989] +Epoch:[ 8][440|469] Time:[0.057/0.031] Loss:[0.003/0.008] AdvLoss:[0.015/0.033] Acc:[1.000/0.998] AdvAcc:[0.992/0.989] +Epoch:[ 8][450|469] Time:[0.039/0.017] Loss:[0.003/0.008] AdvLoss:[0.012/0.034] Acc:[1.000/0.998] AdvAcc:[1.000/0.989] +Epoch:[ 8][460|469] Time:[0.043/0.019] Loss:[0.011/0.008] AdvLoss:[0.076/0.034] Acc:[0.992/0.998] AdvAcc:[0.969/0.989] 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Loss:[0.002/0.006] AdvLoss:[0.018/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 9][100|469] Time:[0.038/0.015] Loss:[0.013/0.007] AdvLoss:[0.054/0.025] Acc:[0.992/0.998] AdvAcc:[0.984/0.993] +Epoch:[ 9][110|469] Time:[0.041/0.019] Loss:[0.003/0.007] AdvLoss:[0.015/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 9][120|469] Time:[0.039/0.016] Loss:[0.001/0.007] AdvLoss:[0.003/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 9][130|469] Time:[0.040/0.015] Loss:[0.003/0.006] AdvLoss:[0.014/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 9][140|469] Time:[0.040/0.018] Loss:[0.003/0.007] AdvLoss:[0.010/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 9][150|469] Time:[0.039/0.017] Loss:[0.001/0.007] AdvLoss:[0.008/0.023] Acc:[1.000/0.998] AdvAcc:[1.000/0.993] +Epoch:[ 9][160|469] Time:[0.043/0.018] Loss:[0.007/0.007] AdvLoss:[0.055/0.025] Acc:[1.000/0.999] AdvAcc:[0.977/0.993] +Epoch:[ 9][170|469] Time:[0.041/0.019] Loss:[0.028/0.007] AdvLoss:[0.067/0.026] Acc:[0.984/0.998] AdvAcc:[0.984/0.992] +Epoch:[ 9][180|469] Time:[0.042/0.018] Loss:[0.009/0.007] AdvLoss:[0.053/0.026] Acc:[1.000/0.998] AdvAcc:[0.984/0.992] +Epoch:[ 9][190|469] Time:[0.038/0.015] Loss:[0.007/0.007] AdvLoss:[0.022/0.026] Acc:[1.000/0.998] AdvAcc:[0.992/0.992] +Epoch:[ 9][200|469] Time:[0.040/0.015] Loss:[0.005/0.007] AdvLoss:[0.041/0.026] Acc:[1.000/0.998] AdvAcc:[0.977/0.992] +Epoch:[ 9][210|469] Time:[0.040/0.020] Loss:[0.002/0.007] AdvLoss:[0.035/0.026] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 9][220|469] Time:[0.041/0.019] Loss:[0.009/0.007] AdvLoss:[0.048/0.027] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 9][230|469] Time:[0.044/0.018] Loss:[0.017/0.007] AdvLoss:[0.072/0.028] Acc:[1.000/0.999] AdvAcc:[0.969/0.991] +Epoch:[ 9][240|469] Time:[0.041/0.019] Loss:[0.009/0.008] AdvLoss:[0.043/0.029] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 9][250|469] Time:[0.041/0.018] Loss:[0.025/0.008] AdvLoss:[0.058/0.030] Acc:[0.992/0.998] AdvAcc:[0.984/0.991] +Epoch:[ 9][260|469] Time:[0.041/0.018] Loss:[0.002/0.008] AdvLoss:[0.005/0.030] Acc:[1.000/0.998] AdvAcc:[1.000/0.991] +Epoch:[ 9][270|469] Time:[0.043/0.017] Loss:[0.016/0.008] AdvLoss:[0.051/0.031] Acc:[0.992/0.998] AdvAcc:[0.984/0.990] +Epoch:[ 9][280|469] Time:[0.038/0.015] Loss:[0.004/0.008] AdvLoss:[0.018/0.031] Acc:[1.000/0.998] AdvAcc:[0.992/0.990] +Epoch:[ 9][290|469] Time:[0.039/0.015] Loss:[0.002/0.008] AdvLoss:[0.012/0.031] Acc:[1.000/0.998] AdvAcc:[1.000/0.990] +Epoch:[ 9][300|469] Time:[0.041/0.018] Loss:[0.001/0.008] AdvLoss:[0.004/0.031] Acc:[1.000/0.998] AdvAcc:[1.000/0.990] +Epoch:[ 9][310|469] Time:[0.042/0.018] Loss:[0.014/0.008] AdvLoss:[0.084/0.031] Acc:[1.000/0.998] AdvAcc:[0.961/0.990] +Epoch:[ 9][320|469] Time:[0.039/0.016] Loss:[0.011/0.008] AdvLoss:[0.035/0.031] Acc:[0.992/0.998] AdvAcc:[0.992/0.990] +Epoch:[ 9][330|469] Time:[0.032/0.021] Loss:[0.001/0.008] AdvLoss:[0.004/0.031] Acc:[1.000/0.998] AdvAcc:[1.000/0.990] +Epoch:[ 9][340|469] Time:[0.040/0.021] Loss:[0.004/0.008] AdvLoss:[0.019/0.030] Acc:[1.000/0.998] AdvAcc:[0.992/0.990] +Epoch:[ 9][350|469] Time:[0.037/0.014] Loss:[0.007/0.008] AdvLoss:[0.042/0.030] Acc:[1.000/0.998] AdvAcc:[0.984/0.990] +Epoch:[ 9][360|469] Time:[0.039/0.014] Loss:[0.007/0.008] AdvLoss:[0.029/0.031] Acc:[1.000/0.998] AdvAcc:[0.992/0.990] +Epoch:[ 9][370|469] Time:[0.040/0.015] Loss:[0.006/0.008] AdvLoss:[0.026/0.030] Acc:[1.000/0.998] AdvAcc:[0.984/0.990] +Epoch:[ 9][380|469] Time:[0.044/0.018] Loss:[0.023/0.008] AdvLoss:[0.093/0.031] Acc:[0.984/0.998] AdvAcc:[0.969/0.990] +Epoch:[ 9][390|469] Time:[0.041/0.018] Loss:[0.018/0.008] AdvLoss:[0.076/0.031] Acc:[0.984/0.998] AdvAcc:[0.984/0.990] +Epoch:[ 9][400|469] Time:[0.039/0.017] Loss:[0.003/0.008] AdvLoss:[0.019/0.031] Acc:[1.000/0.998] AdvAcc:[1.000/0.990] +Epoch:[ 9][410|469] Time:[0.049/0.023] Loss:[0.017/0.008] AdvLoss:[0.044/0.031] Acc:[0.992/0.998] AdvAcc:[0.984/0.990] +Epoch:[ 9][420|469] Time:[0.046/0.020] Loss:[0.005/0.008] AdvLoss:[0.028/0.032] Acc:[1.000/0.998] AdvAcc:[0.992/0.990] +Epoch:[ 9][430|469] Time:[0.042/0.019] Loss:[0.003/0.008] AdvLoss:[0.018/0.032] Acc:[1.000/0.998] AdvAcc:[0.992/0.990] +Epoch:[ 9][440|469] Time:[0.045/0.018] Loss:[0.004/0.008] AdvLoss:[0.020/0.032] Acc:[1.000/0.998] AdvAcc:[0.992/0.989] +Epoch:[ 9][450|469] Time:[0.041/0.019] Loss:[0.003/0.008] AdvLoss:[0.016/0.032] Acc:[1.000/0.998] AdvAcc:[1.000/0.989] +Epoch:[ 9][460|469] Time:[0.040/0.016] Loss:[0.004/0.008] AdvLoss:[0.032/0.032] Acc:[1.000/0.998] AdvAcc:[0.992/0.989] +epoch 9 evaluated +natural accuracy: 0.9894 +adversarial accuracy: 0.9801 +Epoch:[ 10][ 10|469] Time:[0.038/0.015] Loss:[0.020/0.012] AdvLoss:[0.056/0.045] Acc:[0.992/0.996] AdvAcc:[0.984/0.980] +Epoch:[ 10][ 20|469] Time:[0.038/0.015] Loss:[0.008/0.009] AdvLoss:[0.034/0.036] Acc:[1.000/0.998] AdvAcc:[0.984/0.987] +Epoch:[ 10][ 30|469] Time:[0.040/0.014] Loss:[0.004/0.007] AdvLoss:[0.035/0.034] Acc:[1.000/0.999] AdvAcc:[0.984/0.988] +Epoch:[ 10][ 40|469] Time:[0.040/0.018] Loss:[0.009/0.007] AdvLoss:[0.042/0.031] Acc:[1.000/0.999] AdvAcc:[0.977/0.989] +Epoch:[ 10][ 50|469] Time:[0.039/0.016] Loss:[0.002/0.006] AdvLoss:[0.011/0.030] Acc:[1.000/0.999] AdvAcc:[1.000/0.989] +Epoch:[ 10][ 60|469] Time:[0.038/0.015] Loss:[0.003/0.006] AdvLoss:[0.017/0.030] Acc:[1.000/0.999] AdvAcc:[1.000/0.990] +Epoch:[ 10][ 70|469] Time:[0.037/0.016] Loss:[0.024/0.008] AdvLoss:[0.081/0.031] Acc:[0.992/0.998] AdvAcc:[0.984/0.990] +Epoch:[ 10][ 80|469] Time:[0.041/0.019] Loss:[0.002/0.007] AdvLoss:[0.011/0.030] Acc:[1.000/0.999] AdvAcc:[1.000/0.990] +Epoch:[ 10][ 90|469] Time:[0.038/0.015] Loss:[0.003/0.007] AdvLoss:[0.020/0.029] Acc:[1.000/0.999] AdvAcc:[0.984/0.990] +Epoch:[ 10][100|469] Time:[0.043/0.018] Loss:[0.005/0.007] AdvLoss:[0.015/0.030] Acc:[1.000/0.999] AdvAcc:[1.000/0.990] +Epoch:[ 10][110|469] Time:[0.040/0.016] Loss:[0.022/0.008] AdvLoss:[0.055/0.031] Acc:[0.992/0.998] AdvAcc:[0.984/0.990] +Epoch:[ 10][120|469] Time:[0.039/0.016] Loss:[0.013/0.008] AdvLoss:[0.039/0.031] Acc:[0.992/0.998] AdvAcc:[0.984/0.990] +Epoch:[ 10][130|469] Time:[0.043/0.018] Loss:[0.004/0.008] AdvLoss:[0.026/0.032] Acc:[1.000/0.998] AdvAcc:[0.992/0.990] +Epoch:[ 10][140|469] Time:[0.041/0.018] Loss:[0.003/0.008] AdvLoss:[0.011/0.031] Acc:[1.000/0.998] AdvAcc:[1.000/0.990] +Epoch:[ 10][150|469] Time:[0.043/0.020] Loss:[0.002/0.007] AdvLoss:[0.006/0.031] Acc:[1.000/0.998] AdvAcc:[1.000/0.990] +Epoch:[ 10][160|469] Time:[0.043/0.018] Loss:[0.004/0.007] AdvLoss:[0.022/0.031] Acc:[1.000/0.999] AdvAcc:[0.992/0.990] +Epoch:[ 10][170|469] Time:[0.041/0.018] Loss:[0.007/0.007] AdvLoss:[0.040/0.030] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 10][180|469] Time:[0.038/0.015] Loss:[0.013/0.007] AdvLoss:[0.036/0.030] Acc:[0.992/0.998] AdvAcc:[0.992/0.991] +Epoch:[ 10][190|469] Time:[0.038/0.015] Loss:[0.003/0.007] AdvLoss:[0.027/0.029] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 10][200|469] Time:[0.038/0.015] Loss:[0.003/0.006] AdvLoss:[0.021/0.029] Acc:[1.000/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 10][210|469] Time:[0.042/0.017] Loss:[0.013/0.006] AdvLoss:[0.046/0.029] Acc:[0.992/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 10][220|469] Time:[0.043/0.018] Loss:[0.003/0.006] AdvLoss:[0.020/0.029] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 10][230|469] Time:[0.038/0.016] Loss:[0.002/0.007] AdvLoss:[0.007/0.030] Acc:[1.000/0.998] AdvAcc:[1.000/0.991] +Epoch:[ 10][240|469] Time:[0.043/0.018] Loss:[0.008/0.007] AdvLoss:[0.046/0.030] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 10][250|469] Time:[0.040/0.016] Loss:[0.033/0.007] AdvLoss:[0.070/0.030] Acc:[0.992/0.998] AdvAcc:[0.984/0.991] +Epoch:[ 10][260|469] Time:[0.038/0.015] Loss:[0.001/0.007] AdvLoss:[0.006/0.029] Acc:[1.000/0.998] AdvAcc:[1.000/0.991] +Epoch:[ 10][270|469] Time:[0.041/0.018] Loss:[0.006/0.007] AdvLoss:[0.029/0.029] Acc:[1.000/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 10][280|469] Time:[0.040/0.018] Loss:[0.000/0.007] AdvLoss:[0.002/0.029] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 10][290|469] Time:[0.039/0.015] Loss:[0.028/0.007] AdvLoss:[0.077/0.029] Acc:[0.992/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 10][300|469] Time:[0.043/0.017] Loss:[0.010/0.007] AdvLoss:[0.041/0.030] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 10][310|469] Time:[0.042/0.018] Loss:[0.011/0.007] AdvLoss:[0.042/0.029] Acc:[0.992/0.998] AdvAcc:[0.984/0.991] +Epoch:[ 10][320|469] Time:[0.040/0.018] Loss:[0.005/0.007] AdvLoss:[0.029/0.029] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 10][330|469] Time:[0.043/0.017] Loss:[0.005/0.007] AdvLoss:[0.023/0.029] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 10][340|469] Time:[0.041/0.019] Loss:[0.005/0.007] AdvLoss:[0.017/0.029] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 10][350|469] Time:[0.040/0.015] Loss:[0.006/0.007] AdvLoss:[0.030/0.029] Acc:[1.000/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 10][360|469] Time:[0.040/0.018] Loss:[0.007/0.007] AdvLoss:[0.038/0.029] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 10][370|469] Time:[0.041/0.019] Loss:[0.014/0.007] AdvLoss:[0.038/0.029] Acc:[0.992/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 10][380|469] Time:[0.040/0.017] Loss:[0.019/0.008] AdvLoss:[0.057/0.030] Acc:[0.992/0.998] AdvAcc:[0.977/0.991] +Epoch:[ 10][390|469] Time:[0.039/0.016] Loss:[0.009/0.008] AdvLoss:[0.040/0.030] Acc:[1.000/0.998] AdvAcc:[0.984/0.991] +Epoch:[ 10][400|469] Time:[0.042/0.023] Loss:[0.010/0.007] AdvLoss:[0.034/0.030] Acc:[0.992/0.998] AdvAcc:[0.992/0.991] +Epoch:[ 10][410|469] Time:[0.041/0.018] Loss:[0.004/0.007] AdvLoss:[0.017/0.030] Acc:[1.000/0.998] AdvAcc:[0.992/0.991] +Epoch:[ 10][420|469] Time:[0.037/0.015] Loss:[0.001/0.007] AdvLoss:[0.012/0.030] Acc:[1.000/0.998] AdvAcc:[1.000/0.990] +Epoch:[ 10][430|469] Time:[0.041/0.018] Loss:[0.011/0.008] AdvLoss:[0.074/0.031] Acc:[1.000/0.998] AdvAcc:[0.984/0.990] +Epoch:[ 10][440|469] Time:[0.040/0.015] Loss:[0.012/0.008] AdvLoss:[0.043/0.031] Acc:[0.992/0.998] AdvAcc:[0.992/0.990] +Epoch:[ 10][450|469] Time:[0.040/0.014] Loss:[0.005/0.009] AdvLoss:[0.017/0.031] Acc:[1.000/0.998] AdvAcc:[1.000/0.990] +Epoch:[ 10][460|469] Time:[0.038/0.017] Loss:[0.014/0.009] AdvLoss:[0.071/0.032] Acc:[1.000/0.998] AdvAcc:[0.969/0.990] +Epoch:[ 11][ 10|469] Time:[0.042/0.018] Loss:[0.005/0.005] AdvLoss:[0.034/0.023] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 11][ 20|469] Time:[0.043/0.018] Loss:[0.002/0.004] AdvLoss:[0.011/0.024] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 11][ 30|469] Time:[0.038/0.016] Loss:[0.001/0.004] AdvLoss:[0.003/0.024] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 11][ 40|469] Time:[0.040/0.015] Loss:[0.003/0.003] AdvLoss:[0.017/0.025] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 11][ 50|469] Time:[0.040/0.018] Loss:[0.003/0.003] AdvLoss:[0.013/0.026] Acc:[1.000/1.000] AdvAcc:[1.000/0.992] +Epoch:[ 11][ 60|469] Time:[0.038/0.016] Loss:[0.002/0.003] AdvLoss:[0.014/0.026] Acc:[1.000/1.000] AdvAcc:[1.000/0.992] +Epoch:[ 11][ 70|469] Time:[0.039/0.016] Loss:[0.017/0.005] AdvLoss:[0.041/0.027] Acc:[0.992/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 11][ 80|469] Time:[0.032/0.014] Loss:[0.003/0.005] AdvLoss:[0.012/0.027] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 11][ 90|469] Time:[0.048/0.021] Loss:[0.012/0.005] AdvLoss:[0.046/0.025] Acc:[0.992/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 11][100|469] Time:[0.041/0.018] Loss:[0.011/0.005] AdvLoss:[0.049/0.025] Acc:[0.992/0.998] AdvAcc:[0.984/0.992] +Epoch:[ 11][110|469] Time:[0.043/0.018] Loss:[0.003/0.005] AdvLoss:[0.015/0.027] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 11][120|469] Time:[0.040/0.018] Loss:[0.026/0.006] AdvLoss:[0.049/0.027] Acc:[0.992/0.998] AdvAcc:[0.992/0.992] +Epoch:[ 11][130|469] Time:[0.040/0.016] Loss:[0.005/0.005] AdvLoss:[0.032/0.027] Acc:[1.000/0.998] AdvAcc:[0.977/0.992] +Epoch:[ 11][140|469] Time:[0.040/0.020] Loss:[0.006/0.005] AdvLoss:[0.033/0.027] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 11][150|469] Time:[0.042/0.018] Loss:[0.005/0.005] AdvLoss:[0.022/0.027] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 11][160|469] Time:[0.041/0.019] Loss:[0.003/0.005] AdvLoss:[0.018/0.026] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 11][170|469] Time:[0.051/0.026] Loss:[0.004/0.006] AdvLoss:[0.035/0.027] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 11][180|469] Time:[0.040/0.015] Loss:[0.003/0.006] AdvLoss:[0.018/0.027] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 11][190|469] Time:[0.038/0.016] Loss:[0.023/0.006] AdvLoss:[0.048/0.027] Acc:[0.992/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 11][200|469] Time:[0.037/0.016] Loss:[0.003/0.006] AdvLoss:[0.013/0.028] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 11][210|469] Time:[0.040/0.018] Loss:[0.006/0.006] AdvLoss:[0.024/0.028] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 11][220|469] Time:[0.040/0.018] Loss:[0.010/0.007] AdvLoss:[0.038/0.028] Acc:[1.000/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 11][230|469] Time:[0.037/0.015] Loss:[0.006/0.007] AdvLoss:[0.031/0.028] Acc:[1.000/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 11][240|469] Time:[0.039/0.018] Loss:[0.004/0.006] AdvLoss:[0.026/0.028] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 11][250|469] Time:[0.038/0.015] Loss:[0.002/0.006] AdvLoss:[0.007/0.028] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 11][260|469] Time:[0.042/0.019] Loss:[0.004/0.006] AdvLoss:[0.040/0.028] Acc:[1.000/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 11][270|469] Time:[0.039/0.014] Loss:[0.005/0.006] AdvLoss:[0.032/0.028] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 11][280|469] Time:[0.041/0.019] Loss:[0.001/0.006] AdvLoss:[0.011/0.028] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 11][290|469] Time:[0.042/0.019] Loss:[0.002/0.006] AdvLoss:[0.013/0.028] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 11][300|469] Time:[0.041/0.018] Loss:[0.047/0.007] AdvLoss:[0.083/0.028] Acc:[0.992/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 11][310|469] Time:[0.043/0.018] Loss:[0.007/0.007] AdvLoss:[0.022/0.028] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 11][320|469] Time:[0.044/0.022] Loss:[0.012/0.007] AdvLoss:[0.034/0.029] Acc:[0.992/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 11][330|469] Time:[0.043/0.019] Loss:[0.009/0.007] AdvLoss:[0.038/0.029] Acc:[1.000/0.999] AdvAcc:[0.977/0.991] +Epoch:[ 11][340|469] Time:[0.040/0.018] Loss:[0.009/0.007] AdvLoss:[0.028/0.029] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 11][350|469] Time:[0.040/0.015] Loss:[0.003/0.007] AdvLoss:[0.033/0.029] Acc:[1.000/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 11][360|469] Time:[0.039/0.018] Loss:[0.033/0.007] AdvLoss:[0.077/0.030] Acc:[0.992/0.999] AdvAcc:[0.977/0.991] +Epoch:[ 11][370|469] Time:[0.040/0.018] Loss:[0.009/0.007] AdvLoss:[0.047/0.030] Acc:[0.992/0.998] AdvAcc:[0.984/0.991] +Epoch:[ 11][380|469] Time:[0.042/0.018] Loss:[0.002/0.007] AdvLoss:[0.009/0.030] Acc:[1.000/0.998] AdvAcc:[0.992/0.991] +Epoch:[ 11][390|469] Time:[0.042/0.018] Loss:[0.013/0.007] AdvLoss:[0.057/0.030] Acc:[1.000/0.998] AdvAcc:[0.984/0.990] +Epoch:[ 11][400|469] Time:[0.038/0.016] Loss:[0.003/0.007] AdvLoss:[0.027/0.030] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 11][410|469] Time:[0.038/0.018] Loss:[0.002/0.008] AdvLoss:[0.009/0.030] Acc:[1.000/0.998] AdvAcc:[1.000/0.991] +Epoch:[ 11][420|469] Time:[0.041/0.015] Loss:[0.052/0.008] AdvLoss:[0.128/0.030] Acc:[0.984/0.998] AdvAcc:[0.977/0.991] +Epoch:[ 11][430|469] Time:[0.038/0.015] Loss:[0.011/0.008] AdvLoss:[0.045/0.030] Acc:[1.000/0.998] AdvAcc:[0.969/0.990] +Epoch:[ 11][440|469] Time:[0.040/0.018] Loss:[0.006/0.008] AdvLoss:[0.045/0.030] Acc:[1.000/0.998] AdvAcc:[0.984/0.990] +Epoch:[ 11][450|469] Time:[0.040/0.017] Loss:[0.026/0.008] AdvLoss:[0.081/0.031] Acc:[0.984/0.998] AdvAcc:[0.977/0.990] +Epoch:[ 11][460|469] Time:[0.039/0.016] Loss:[0.004/0.008] AdvLoss:[0.012/0.030] Acc:[1.000/0.998] AdvAcc:[0.992/0.990] +Epoch:[ 12][ 10|469] Time:[0.037/0.014] Loss:[0.001/0.002] AdvLoss:[0.003/0.035] Acc:[1.000/1.000] AdvAcc:[1.000/0.988] +Epoch:[ 12][ 20|469] Time:[0.038/0.015] Loss:[0.004/0.002] AdvLoss:[0.014/0.029] Acc:[1.000/1.000] AdvAcc:[1.000/0.991] +Epoch:[ 12][ 30|469] Time:[0.042/0.017] Loss:[0.004/0.004] AdvLoss:[0.018/0.029] Acc:[1.000/0.999] AdvAcc:[0.992/0.990] +Epoch:[ 12][ 40|469] Time:[0.041/0.018] Loss:[0.004/0.004] AdvLoss:[0.014/0.027] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 12][ 50|469] Time:[0.037/0.015] Loss:[0.007/0.005] AdvLoss:[0.034/0.026] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 12][ 60|469] Time:[0.041/0.018] Loss:[0.000/0.004] AdvLoss:[0.002/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 12][ 70|469] Time:[0.042/0.017] Loss:[0.004/0.004] AdvLoss:[0.018/0.024] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 12][ 80|469] Time:[0.043/0.018] Loss:[0.001/0.004] AdvLoss:[0.013/0.025] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 12][ 90|469] Time:[0.039/0.015] Loss:[0.006/0.004] AdvLoss:[0.032/0.025] Acc:[1.000/1.000] AdvAcc:[0.992/0.991] +Epoch:[ 12][100|469] Time:[0.042/0.018] Loss:[0.003/0.004] AdvLoss:[0.021/0.025] Acc:[1.000/1.000] AdvAcc:[0.984/0.992] +Epoch:[ 12][110|469] Time:[0.040/0.018] Loss:[0.002/0.004] AdvLoss:[0.011/0.024] Acc:[1.000/1.000] AdvAcc:[1.000/0.992] +Epoch:[ 12][120|469] Time:[0.041/0.018] Loss:[0.002/0.004] AdvLoss:[0.015/0.024] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 12][130|469] Time:[0.042/0.016] Loss:[0.004/0.004] AdvLoss:[0.029/0.024] Acc:[1.000/1.000] AdvAcc:[0.984/0.992] +Epoch:[ 12][140|469] Time:[0.040/0.016] Loss:[0.002/0.004] AdvLoss:[0.010/0.024] Acc:[1.000/1.000] AdvAcc:[1.000/0.992] +Epoch:[ 12][150|469] Time:[0.043/0.018] Loss:[0.003/0.004] AdvLoss:[0.011/0.024] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 12][160|469] Time:[0.041/0.018] Loss:[0.006/0.004] AdvLoss:[0.023/0.024] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 12][170|469] Time:[0.043/0.018] Loss:[0.002/0.004] AdvLoss:[0.013/0.024] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 12][180|469] Time:[0.041/0.014] Loss:[0.004/0.004] AdvLoss:[0.027/0.024] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 12][190|469] Time:[0.041/0.019] Loss:[0.003/0.004] AdvLoss:[0.017/0.024] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 12][200|469] Time:[0.041/0.018] Loss:[0.003/0.004] AdvLoss:[0.025/0.025] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 12][210|469] Time:[0.048/0.025] Loss:[0.008/0.004] AdvLoss:[0.029/0.025] Acc:[0.992/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 12][220|469] Time:[0.042/0.017] Loss:[0.022/0.004] AdvLoss:[0.063/0.025] Acc:[0.984/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 12][230|469] Time:[0.042/0.018] Loss:[0.007/0.004] AdvLoss:[0.025/0.026] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 12][240|469] Time:[0.042/0.018] Loss:[0.011/0.005] AdvLoss:[0.046/0.026] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 12][250|469] Time:[0.036/0.015] Loss:[0.005/0.005] AdvLoss:[0.019/0.026] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 12][260|469] Time:[0.041/0.020] Loss:[0.005/0.005] AdvLoss:[0.025/0.026] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 12][270|469] Time:[0.037/0.016] Loss:[0.024/0.006] AdvLoss:[0.045/0.027] Acc:[0.992/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 12][280|469] Time:[0.038/0.015] Loss:[0.003/0.006] AdvLoss:[0.023/0.027] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 12][290|469] Time:[0.040/0.018] Loss:[0.012/0.006] AdvLoss:[0.089/0.027] Acc:[1.000/0.999] AdvAcc:[0.953/0.992] +Epoch:[ 12][300|469] Time:[0.039/0.017] Loss:[0.003/0.006] AdvLoss:[0.031/0.028] Acc:[1.000/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 12][310|469] Time:[0.042/0.019] Loss:[0.001/0.006] AdvLoss:[0.007/0.028] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 12][320|469] Time:[0.042/0.019] Loss:[0.004/0.006] AdvLoss:[0.011/0.028] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 12][330|469] Time:[0.040/0.018] Loss:[0.016/0.007] AdvLoss:[0.052/0.029] Acc:[0.992/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 12][340|469] Time:[0.044/0.022] Loss:[0.004/0.007] AdvLoss:[0.019/0.029] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 12][350|469] Time:[0.038/0.017] Loss:[0.007/0.006] AdvLoss:[0.032/0.029] Acc:[0.992/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 12][360|469] Time:[0.043/0.020] Loss:[0.005/0.006] AdvLoss:[0.033/0.029] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 12][370|469] Time:[0.034/0.016] Loss:[0.006/0.006] AdvLoss:[0.045/0.029] Acc:[1.000/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 12][380|469] Time:[0.040/0.021] Loss:[0.001/0.006] AdvLoss:[0.004/0.029] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 12][390|469] Time:[0.041/0.021] Loss:[0.006/0.006] AdvLoss:[0.036/0.029] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 12][400|469] Time:[0.041/0.021] Loss:[0.003/0.007] AdvLoss:[0.014/0.029] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 12][410|469] Time:[0.043/0.021] Loss:[0.002/0.006] AdvLoss:[0.007/0.029] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 12][420|469] Time:[0.039/0.017] Loss:[0.002/0.006] AdvLoss:[0.008/0.029] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 12][430|469] Time:[0.042/0.020] Loss:[0.007/0.006] AdvLoss:[0.027/0.029] Acc:[1.000/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 12][440|469] Time:[0.043/0.018] Loss:[0.006/0.006] AdvLoss:[0.037/0.029] Acc:[1.000/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 12][450|469] Time:[0.040/0.015] Loss:[0.006/0.006] AdvLoss:[0.027/0.029] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 12][460|469] Time:[0.043/0.018] Loss:[0.021/0.006] AdvLoss:[0.059/0.029] Acc:[0.992/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 13][ 10|469] Time:[0.042/0.018] Loss:[0.002/0.002] AdvLoss:[0.013/0.022] Acc:[1.000/1.000] AdvAcc:[1.000/0.990] +Epoch:[ 13][ 20|469] Time:[0.042/0.017] Loss:[0.005/0.002] AdvLoss:[0.023/0.021] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 13][ 30|469] Time:[0.040/0.015] Loss:[0.001/0.003] AdvLoss:[0.008/0.022] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 13][ 40|469] Time:[0.041/0.018] Loss:[0.002/0.003] AdvLoss:[0.025/0.023] Acc:[1.000/1.000] AdvAcc:[0.984/0.993] +Epoch:[ 13][ 50|469] Time:[0.041/0.018] Loss:[0.003/0.003] AdvLoss:[0.016/0.023] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 13][ 60|469] Time:[0.042/0.018] Loss:[0.005/0.003] AdvLoss:[0.020/0.021] Acc:[1.000/1.000] AdvAcc:[0.992/0.994] +Epoch:[ 13][ 70|469] Time:[0.044/0.018] Loss:[0.001/0.003] AdvLoss:[0.005/0.021] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 13][ 80|469] Time:[0.041/0.018] Loss:[0.001/0.002] AdvLoss:[0.008/0.020] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 13][ 90|469] Time:[0.038/0.015] Loss:[0.002/0.002] AdvLoss:[0.017/0.020] Acc:[1.000/1.000] AdvAcc:[0.992/0.994] +Epoch:[ 13][100|469] Time:[0.040/0.015] Loss:[0.014/0.003] AdvLoss:[0.066/0.021] Acc:[0.992/1.000] AdvAcc:[0.977/0.994] +Epoch:[ 13][110|469] Time:[0.038/0.016] Loss:[0.006/0.003] AdvLoss:[0.034/0.021] Acc:[1.000/1.000] AdvAcc:[0.984/0.994] +Epoch:[ 13][120|469] Time:[0.040/0.014] Loss:[0.002/0.003] AdvLoss:[0.016/0.021] Acc:[1.000/1.000] AdvAcc:[0.992/0.994] +Epoch:[ 13][130|469] Time:[0.043/0.018] Loss:[0.002/0.003] AdvLoss:[0.009/0.021] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 13][140|469] Time:[0.042/0.017] Loss:[0.001/0.004] AdvLoss:[0.005/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 13][150|469] Time:[0.041/0.018] Loss:[0.009/0.004] AdvLoss:[0.030/0.022] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 13][160|469] Time:[0.041/0.018] Loss:[0.005/0.004] AdvLoss:[0.031/0.022] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 13][170|469] Time:[0.038/0.015] Loss:[0.002/0.004] AdvLoss:[0.023/0.023] Acc:[1.000/1.000] AdvAcc:[0.984/0.993] +Epoch:[ 13][180|469] Time:[0.041/0.019] Loss:[0.003/0.004] AdvLoss:[0.025/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 13][190|469] Time:[0.040/0.018] Loss:[0.004/0.004] AdvLoss:[0.013/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 13][200|469] Time:[0.047/0.022] Loss:[0.002/0.004] AdvLoss:[0.007/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 13][210|469] Time:[0.035/0.018] Loss:[0.036/0.005] AdvLoss:[0.085/0.025] Acc:[0.992/0.999] AdvAcc:[0.977/0.992] +Epoch:[ 13][220|469] Time:[0.037/0.015] Loss:[0.002/0.005] AdvLoss:[0.016/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 13][230|469] Time:[0.043/0.018] Loss:[0.007/0.005] AdvLoss:[0.034/0.025] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 13][240|469] Time:[0.040/0.015] Loss:[0.008/0.005] AdvLoss:[0.049/0.026] Acc:[1.000/0.999] AdvAcc:[0.977/0.992] +Epoch:[ 13][250|469] Time:[0.036/0.016] Loss:[0.004/0.005] AdvLoss:[0.018/0.026] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 13][260|469] Time:[0.041/0.018] Loss:[0.002/0.005] AdvLoss:[0.020/0.026] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 13][270|469] Time:[0.043/0.018] Loss:[0.012/0.005] AdvLoss:[0.031/0.026] Acc:[0.992/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 13][280|469] Time:[0.040/0.016] Loss:[0.003/0.005] AdvLoss:[0.013/0.027] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 13][290|469] Time:[0.040/0.014] Loss:[0.049/0.006] AdvLoss:[0.075/0.027] Acc:[0.992/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 13][300|469] Time:[0.038/0.015] Loss:[0.003/0.006] AdvLoss:[0.009/0.027] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 13][310|469] Time:[0.039/0.018] Loss:[0.001/0.005] AdvLoss:[0.004/0.027] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 13][320|469] Time:[0.044/0.019] Loss:[0.008/0.006] AdvLoss:[0.029/0.027] Acc:[1.000/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 13][330|469] Time:[0.042/0.018] Loss:[0.005/0.006] AdvLoss:[0.021/0.028] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 13][340|469] Time:[0.041/0.017] Loss:[0.001/0.006] AdvLoss:[0.004/0.027] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 13][350|469] Time:[0.041/0.015] Loss:[0.005/0.006] AdvLoss:[0.022/0.028] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 13][360|469] Time:[0.039/0.017] Loss:[0.003/0.006] AdvLoss:[0.011/0.028] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 13][370|469] Time:[0.038/0.016] Loss:[0.016/0.007] AdvLoss:[0.056/0.028] Acc:[0.992/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 13][380|469] Time:[0.042/0.019] Loss:[0.004/0.007] AdvLoss:[0.024/0.028] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 13][390|469] Time:[0.037/0.015] Loss:[0.011/0.007] AdvLoss:[0.049/0.028] Acc:[1.000/0.999] AdvAcc:[0.977/0.991] +Epoch:[ 13][400|469] Time:[0.037/0.015] Loss:[0.049/0.007] AdvLoss:[0.118/0.029] Acc:[0.984/0.999] AdvAcc:[0.977/0.991] +Epoch:[ 13][410|469] Time:[0.042/0.017] Loss:[0.009/0.007] AdvLoss:[0.033/0.029] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 13][420|469] Time:[0.041/0.018] Loss:[0.015/0.007] AdvLoss:[0.036/0.028] Acc:[0.992/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 13][430|469] Time:[0.038/0.016] Loss:[0.004/0.007] AdvLoss:[0.020/0.028] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 13][440|469] Time:[0.042/0.020] Loss:[0.008/0.007] AdvLoss:[0.039/0.029] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 13][450|469] Time:[0.042/0.018] Loss:[0.003/0.007] AdvLoss:[0.013/0.029] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 13][460|469] Time:[0.040/0.019] Loss:[0.008/0.007] AdvLoss:[0.024/0.029] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 14][ 10|469] Time:[0.037/0.015] Loss:[0.004/0.005] AdvLoss:[0.015/0.036] Acc:[1.000/1.000] AdvAcc:[0.992/0.984] +Epoch:[ 14][ 20|469] Time:[0.042/0.019] Loss:[0.006/0.005] AdvLoss:[0.018/0.027] Acc:[1.000/1.000] AdvAcc:[1.000/0.990] +Epoch:[ 14][ 30|469] Time:[0.039/0.015] Loss:[0.002/0.004] AdvLoss:[0.013/0.024] Acc:[1.000/1.000] AdvAcc:[0.992/0.990] +Epoch:[ 14][ 40|469] Time:[0.041/0.018] Loss:[0.004/0.004] AdvLoss:[0.031/0.025] Acc:[1.000/1.000] AdvAcc:[0.984/0.990] +Epoch:[ 14][ 50|469] Time:[0.043/0.020] Loss:[0.002/0.004] AdvLoss:[0.010/0.024] Acc:[1.000/1.000] AdvAcc:[1.000/0.991] +Epoch:[ 14][ 60|469] Time:[0.045/0.019] Loss:[0.003/0.004] AdvLoss:[0.017/0.026] Acc:[1.000/1.000] AdvAcc:[0.992/0.991] +Epoch:[ 14][ 70|469] Time:[0.041/0.016] Loss:[0.006/0.004] AdvLoss:[0.033/0.027] Acc:[1.000/1.000] AdvAcc:[0.984/0.990] +Epoch:[ 14][ 80|469] Time:[0.039/0.014] Loss:[0.005/0.004] AdvLoss:[0.044/0.028] Acc:[1.000/1.000] AdvAcc:[0.992/0.991] +Epoch:[ 14][ 90|469] Time:[0.042/0.018] Loss:[0.006/0.004] AdvLoss:[0.057/0.028] Acc:[1.000/1.000] AdvAcc:[0.977/0.990] +Epoch:[ 14][100|469] Time:[0.044/0.018] Loss:[0.008/0.004] AdvLoss:[0.061/0.029] Acc:[1.000/1.000] AdvAcc:[0.977/0.990] +Epoch:[ 14][110|469] Time:[0.038/0.014] Loss:[0.021/0.005] AdvLoss:[0.091/0.031] Acc:[0.992/1.000] AdvAcc:[0.961/0.990] +Epoch:[ 14][120|469] Time:[0.040/0.018] Loss:[0.002/0.005] AdvLoss:[0.009/0.031] Acc:[1.000/1.000] AdvAcc:[1.000/0.990] +Epoch:[ 14][130|469] Time:[0.041/0.018] Loss:[0.003/0.005] AdvLoss:[0.010/0.032] Acc:[1.000/1.000] AdvAcc:[1.000/0.990] +Epoch:[ 14][140|469] Time:[0.037/0.015] Loss:[0.015/0.005] AdvLoss:[0.064/0.032] Acc:[0.992/0.999] AdvAcc:[0.984/0.990] +Epoch:[ 14][150|469] Time:[0.041/0.019] Loss:[0.002/0.005] AdvLoss:[0.015/0.032] Acc:[1.000/0.999] AdvAcc:[0.992/0.990] +Epoch:[ 14][160|469] Time:[0.037/0.015] Loss:[0.003/0.005] AdvLoss:[0.021/0.032] Acc:[1.000/1.000] AdvAcc:[0.992/0.989] +Epoch:[ 14][170|469] Time:[0.041/0.019] Loss:[0.005/0.005] AdvLoss:[0.026/0.033] Acc:[1.000/1.000] AdvAcc:[0.992/0.989] +Epoch:[ 14][180|469] Time:[0.042/0.019] Loss:[0.036/0.006] AdvLoss:[0.092/0.033] Acc:[0.992/0.999] AdvAcc:[0.969/0.989] +Epoch:[ 14][190|469] Time:[0.038/0.022] Loss:[0.004/0.006] AdvLoss:[0.034/0.033] Acc:[1.000/0.999] AdvAcc:[0.984/0.989] +Epoch:[ 14][200|469] Time:[0.036/0.020] Loss:[0.005/0.006] AdvLoss:[0.022/0.032] Acc:[1.000/0.999] AdvAcc:[0.992/0.989] +Epoch:[ 14][210|469] Time:[0.037/0.021] Loss:[0.002/0.008] AdvLoss:[0.010/0.032] Acc:[1.000/0.999] AdvAcc:[1.000/0.989] +Epoch:[ 14][220|469] Time:[0.045/0.021] Loss:[0.007/0.008] AdvLoss:[0.030/0.032] Acc:[1.000/0.999] AdvAcc:[0.992/0.989] +Epoch:[ 14][230|469] Time:[0.045/0.020] Loss:[0.001/0.008] AdvLoss:[0.007/0.032] Acc:[1.000/0.999] AdvAcc:[1.000/0.990] +Epoch:[ 14][240|469] Time:[0.039/0.016] Loss:[0.005/0.007] AdvLoss:[0.018/0.032] Acc:[1.000/0.999] AdvAcc:[0.992/0.989] +Epoch:[ 14][250|469] Time:[0.043/0.020] Loss:[0.009/0.007] AdvLoss:[0.038/0.033] Acc:[1.000/0.999] AdvAcc:[0.984/0.989] +Epoch:[ 14][260|469] Time:[0.042/0.018] Loss:[0.020/0.008] AdvLoss:[0.047/0.033] Acc:[0.984/0.999] AdvAcc:[0.984/0.989] +Epoch:[ 14][270|469] Time:[0.041/0.019] Loss:[0.005/0.008] AdvLoss:[0.026/0.033] Acc:[1.000/0.999] AdvAcc:[0.984/0.989] +Epoch:[ 14][280|469] Time:[0.038/0.017] Loss:[0.003/0.008] AdvLoss:[0.017/0.033] Acc:[1.000/0.999] AdvAcc:[1.000/0.989] +Epoch:[ 14][290|469] Time:[0.041/0.016] Loss:[0.001/0.008] AdvLoss:[0.012/0.032] Acc:[1.000/0.999] AdvAcc:[0.992/0.989] +Epoch:[ 14][300|469] Time:[0.038/0.015] Loss:[0.018/0.008] AdvLoss:[0.095/0.033] Acc:[0.984/0.999] AdvAcc:[0.977/0.989] +Epoch:[ 14][310|469] Time:[0.042/0.017] Loss:[0.043/0.008] AdvLoss:[0.118/0.034] Acc:[0.984/0.998] AdvAcc:[0.961/0.989] +Epoch:[ 14][320|469] Time:[0.043/0.019] Loss:[0.006/0.008] AdvLoss:[0.038/0.033] Acc:[1.000/0.998] AdvAcc:[0.984/0.989] +Epoch:[ 14][330|469] Time:[0.039/0.015] Loss:[0.005/0.008] AdvLoss:[0.026/0.033] Acc:[1.000/0.998] AdvAcc:[0.992/0.989] +Epoch:[ 14][340|469] Time:[0.038/0.016] Loss:[0.006/0.008] AdvLoss:[0.037/0.033] Acc:[1.000/0.999] AdvAcc:[0.984/0.989] +Epoch:[ 14][350|469] Time:[0.044/0.019] Loss:[0.003/0.008] AdvLoss:[0.028/0.033] Acc:[1.000/0.999] AdvAcc:[0.984/0.989] +Epoch:[ 14][360|469] Time:[0.042/0.017] Loss:[0.004/0.008] AdvLoss:[0.040/0.033] Acc:[1.000/0.999] AdvAcc:[0.992/0.989] +Epoch:[ 14][370|469] Time:[0.037/0.015] Loss:[0.015/0.008] AdvLoss:[0.062/0.033] Acc:[0.992/0.999] AdvAcc:[0.961/0.989] +Epoch:[ 14][380|469] Time:[0.041/0.016] Loss:[0.002/0.008] AdvLoss:[0.009/0.033] Acc:[1.000/0.999] AdvAcc:[1.000/0.989] +Epoch:[ 14][390|469] Time:[0.040/0.018] Loss:[0.006/0.008] AdvLoss:[0.035/0.033] Acc:[1.000/0.999] AdvAcc:[0.984/0.989] +Epoch:[ 14][400|469] Time:[0.040/0.014] Loss:[0.003/0.008] AdvLoss:[0.015/0.033] Acc:[1.000/0.999] AdvAcc:[0.992/0.989] +Epoch:[ 14][410|469] Time:[0.039/0.016] Loss:[0.010/0.008] AdvLoss:[0.059/0.033] Acc:[0.992/0.999] AdvAcc:[0.984/0.989] +Epoch:[ 14][420|469] Time:[0.041/0.018] Loss:[0.003/0.008] AdvLoss:[0.012/0.034] Acc:[1.000/0.999] AdvAcc:[1.000/0.989] +Epoch:[ 14][430|469] Time:[0.041/0.015] Loss:[0.002/0.008] AdvLoss:[0.020/0.034] Acc:[1.000/0.999] AdvAcc:[0.992/0.989] +Epoch:[ 14][440|469] Time:[0.041/0.018] Loss:[0.004/0.007] AdvLoss:[0.023/0.034] Acc:[1.000/0.999] AdvAcc:[0.992/0.989] +Epoch:[ 14][450|469] Time:[0.043/0.018] Loss:[0.005/0.007] AdvLoss:[0.042/0.034] Acc:[1.000/0.999] AdvAcc:[0.984/0.989] +Epoch:[ 14][460|469] Time:[0.041/0.018] Loss:[0.004/0.008] AdvLoss:[0.011/0.034] Acc:[1.000/0.998] AdvAcc:[0.992/0.989] +epoch 14 evaluated +natural accuracy: 0.9929 +adversarial accuracy: 0.9848 +Epoch:[ 15][ 10|469] Time:[0.039/0.015] Loss:[0.002/0.002] AdvLoss:[0.020/0.026] Acc:[1.000/1.000] AdvAcc:[0.992/0.991] +Epoch:[ 15][ 20|469] Time:[0.038/0.015] Loss:[0.001/0.002] AdvLoss:[0.016/0.022] Acc:[1.000/1.000] AdvAcc:[0.992/0.991] +Epoch:[ 15][ 30|469] Time:[0.041/0.018] Loss:[0.001/0.001] AdvLoss:[0.005/0.020] Acc:[1.000/1.000] AdvAcc:[1.000/0.992] +Epoch:[ 15][ 40|469] Time:[0.041/0.018] Loss:[0.001/0.001] AdvLoss:[0.008/0.021] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 15][ 50|469] Time:[0.043/0.018] Loss:[0.002/0.002] AdvLoss:[0.013/0.022] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 15][ 60|469] Time:[0.041/0.018] Loss:[0.001/0.001] AdvLoss:[0.006/0.022] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 15][ 70|469] Time:[0.041/0.019] Loss:[0.002/0.002] AdvLoss:[0.008/0.021] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 15][ 80|469] Time:[0.040/0.016] Loss:[0.001/0.002] AdvLoss:[0.005/0.020] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 15][ 90|469] Time:[0.038/0.016] Loss:[0.002/0.002] AdvLoss:[0.013/0.021] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 15][100|469] Time:[0.042/0.018] Loss:[0.002/0.002] AdvLoss:[0.008/0.021] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 15][110|469] Time:[0.043/0.018] Loss:[0.002/0.002] AdvLoss:[0.022/0.021] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 15][120|469] Time:[0.043/0.018] Loss:[0.002/0.002] AdvLoss:[0.010/0.021] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 15][130|469] Time:[0.041/0.018] Loss:[0.009/0.005] AdvLoss:[0.031/0.022] Acc:[1.000/1.000] AdvAcc:[0.984/0.993] +Epoch:[ 15][140|469] Time:[0.041/0.018] Loss:[0.003/0.005] AdvLoss:[0.014/0.022] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 15][150|469] Time:[0.041/0.020] Loss:[0.019/0.006] AdvLoss:[0.061/0.022] Acc:[0.992/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 15][160|469] Time:[0.038/0.019] Loss:[0.003/0.006] AdvLoss:[0.011/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 15][170|469] Time:[0.039/0.016] Loss:[0.002/0.005] AdvLoss:[0.024/0.022] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 15][180|469] Time:[0.041/0.018] Loss:[0.004/0.006] AdvLoss:[0.014/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 15][190|469] Time:[0.043/0.018] Loss:[0.021/0.006] AdvLoss:[0.069/0.023] Acc:[0.992/0.999] AdvAcc:[0.977/0.993] +Epoch:[ 15][200|469] Time:[0.041/0.015] Loss:[0.005/0.006] AdvLoss:[0.021/0.023] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 15][210|469] Time:[0.041/0.018] Loss:[0.005/0.006] AdvLoss:[0.017/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 15][220|469] Time:[0.040/0.015] Loss:[0.023/0.007] AdvLoss:[0.056/0.024] Acc:[0.984/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 15][230|469] Time:[0.041/0.018] Loss:[0.006/0.007] AdvLoss:[0.041/0.024] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 15][240|469] Time:[0.042/0.019] Loss:[0.002/0.007] AdvLoss:[0.006/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 15][250|469] Time:[0.038/0.015] Loss:[0.011/0.007] AdvLoss:[0.055/0.024] Acc:[0.992/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 15][260|469] Time:[0.041/0.017] Loss:[0.004/0.007] AdvLoss:[0.025/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 15][270|469] Time:[0.042/0.019] Loss:[0.002/0.006] AdvLoss:[0.015/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 15][280|469] Time:[0.039/0.015] Loss:[0.004/0.006] AdvLoss:[0.025/0.025] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 15][290|469] Time:[0.042/0.018] Loss:[0.039/0.007] AdvLoss:[0.081/0.025] Acc:[0.992/0.999] AdvAcc:[0.977/0.992] +Epoch:[ 15][300|469] Time:[0.040/0.017] Loss:[0.004/0.007] AdvLoss:[0.018/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 15][310|469] Time:[0.040/0.018] Loss:[0.007/0.007] AdvLoss:[0.020/0.025] Acc:[0.992/0.998] AdvAcc:[0.992/0.992] +Epoch:[ 15][320|469] Time:[0.041/0.018] Loss:[0.006/0.007] AdvLoss:[0.029/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 15][330|469] Time:[0.039/0.016] Loss:[0.004/0.007] AdvLoss:[0.028/0.025] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 15][340|469] Time:[0.040/0.018] Loss:[0.003/0.007] AdvLoss:[0.007/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 15][350|469] Time:[0.042/0.018] Loss:[0.005/0.006] AdvLoss:[0.031/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 15][360|469] Time:[0.039/0.014] Loss:[0.004/0.007] AdvLoss:[0.026/0.026] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 15][370|469] Time:[0.038/0.015] Loss:[0.002/0.007] AdvLoss:[0.006/0.026] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 15][380|469] Time:[0.043/0.018] Loss:[0.003/0.007] AdvLoss:[0.012/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 15][390|469] Time:[0.038/0.016] Loss:[0.051/0.007] AdvLoss:[0.077/0.026] Acc:[0.992/0.998] AdvAcc:[0.992/0.991] +Epoch:[ 15][400|469] Time:[0.038/0.018] Loss:[0.006/0.007] AdvLoss:[0.022/0.026] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 15][410|469] Time:[0.048/0.029] Loss:[0.003/0.007] AdvLoss:[0.011/0.026] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 15][420|469] Time:[0.038/0.021] Loss:[0.004/0.007] AdvLoss:[0.021/0.027] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 15][430|469] Time:[0.041/0.020] Loss:[0.004/0.007] AdvLoss:[0.031/0.027] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 15][440|469] Time:[0.040/0.018] Loss:[0.002/0.007] AdvLoss:[0.006/0.027] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 15][450|469] Time:[0.044/0.019] Loss:[0.003/0.007] AdvLoss:[0.013/0.027] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 15][460|469] Time:[0.046/0.020] Loss:[0.003/0.007] AdvLoss:[0.017/0.027] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 16][ 10|469] Time:[0.042/0.019] Loss:[0.002/0.002] AdvLoss:[0.009/0.023] Acc:[1.000/1.000] AdvAcc:[1.000/0.992] +Epoch:[ 16][ 20|469] Time:[0.040/0.019] Loss:[0.002/0.002] AdvLoss:[0.018/0.025] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 16][ 30|469] Time:[0.037/0.016] Loss:[0.001/0.002] AdvLoss:[0.008/0.022] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 16][ 40|469] Time:[0.043/0.018] Loss:[0.001/0.002] AdvLoss:[0.009/0.022] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 16][ 50|469] Time:[0.040/0.015] Loss:[0.001/0.002] AdvLoss:[0.002/0.020] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 16][ 60|469] Time:[0.042/0.018] Loss:[0.009/0.002] AdvLoss:[0.052/0.020] Acc:[1.000/1.000] AdvAcc:[0.977/0.994] +Epoch:[ 16][ 70|469] Time:[0.042/0.018] Loss:[0.001/0.003] AdvLoss:[0.016/0.020] Acc:[1.000/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 16][ 80|469] Time:[0.041/0.018] Loss:[0.004/0.003] AdvLoss:[0.036/0.021] Acc:[1.000/1.000] AdvAcc:[0.977/0.993] +Epoch:[ 16][ 90|469] Time:[0.046/0.016] Loss:[0.006/0.004] AdvLoss:[0.037/0.022] Acc:[1.000/1.000] AdvAcc:[0.984/0.993] +Epoch:[ 16][100|469] Time:[0.041/0.018] Loss:[0.004/0.003] AdvLoss:[0.028/0.022] Acc:[1.000/1.000] AdvAcc:[0.984/0.993] +Epoch:[ 16][110|469] Time:[0.039/0.017] Loss:[0.003/0.004] AdvLoss:[0.020/0.022] Acc:[1.000/1.000] AdvAcc:[0.984/0.993] +Epoch:[ 16][120|469] Time:[0.043/0.018] Loss:[0.002/0.005] AdvLoss:[0.017/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 16][130|469] Time:[0.042/0.019] Loss:[0.003/0.005] AdvLoss:[0.018/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 16][140|469] Time:[0.038/0.015] Loss:[0.009/0.005] AdvLoss:[0.076/0.023] Acc:[1.000/0.999] AdvAcc:[0.961/0.993] +Epoch:[ 16][150|469] Time:[0.041/0.018] Loss:[0.002/0.005] AdvLoss:[0.011/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 16][160|469] Time:[0.037/0.015] Loss:[0.002/0.007] AdvLoss:[0.009/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 16][170|469] Time:[0.036/0.020] Loss:[0.002/0.007] AdvLoss:[0.009/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 16][180|469] Time:[0.036/0.015] Loss:[0.005/0.007] AdvLoss:[0.029/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 16][190|469] Time:[0.039/0.016] Loss:[0.002/0.006] AdvLoss:[0.017/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 16][200|469] Time:[0.042/0.018] Loss:[0.007/0.006] AdvLoss:[0.037/0.024] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 16][210|469] Time:[0.041/0.018] Loss:[0.007/0.007] AdvLoss:[0.030/0.025] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 16][220|469] Time:[0.041/0.018] Loss:[0.007/0.007] AdvLoss:[0.026/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 16][230|469] Time:[0.040/0.015] Loss:[0.006/0.007] AdvLoss:[0.038/0.025] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 16][240|469] Time:[0.040/0.014] Loss:[0.004/0.006] AdvLoss:[0.033/0.026] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 16][250|469] Time:[0.042/0.018] Loss:[0.003/0.006] AdvLoss:[0.017/0.026] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 16][260|469] Time:[0.040/0.018] Loss:[0.009/0.006] AdvLoss:[0.038/0.026] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 16][270|469] Time:[0.038/0.016] Loss:[0.008/0.006] AdvLoss:[0.033/0.026] Acc:[1.000/0.999] AdvAcc:[0.977/0.992] +Epoch:[ 16][280|469] Time:[0.040/0.019] Loss:[0.003/0.006] AdvLoss:[0.016/0.026] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 16][290|469] Time:[0.040/0.018] Loss:[0.003/0.006] AdvLoss:[0.031/0.026] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 16][300|469] Time:[0.039/0.015] Loss:[0.001/0.006] AdvLoss:[0.006/0.026] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 16][310|469] Time:[0.040/0.015] Loss:[0.027/0.007] AdvLoss:[0.075/0.026] Acc:[0.992/0.999] AdvAcc:[0.977/0.992] +Epoch:[ 16][320|469] Time:[0.040/0.015] Loss:[0.001/0.007] AdvLoss:[0.005/0.027] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 16][330|469] Time:[0.042/0.017] Loss:[0.013/0.007] AdvLoss:[0.034/0.027] Acc:[0.992/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 16][340|469] Time:[0.041/0.018] Loss:[0.030/0.007] AdvLoss:[0.068/0.027] Acc:[0.992/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 16][350|469] Time:[0.042/0.019] Loss:[0.010/0.007] AdvLoss:[0.032/0.027] Acc:[1.000/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 16][360|469] Time:[0.038/0.016] Loss:[0.002/0.007] AdvLoss:[0.016/0.027] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 16][370|469] Time:[0.042/0.018] Loss:[0.002/0.007] AdvLoss:[0.024/0.027] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 16][380|469] Time:[0.042/0.017] Loss:[0.003/0.007] AdvLoss:[0.018/0.027] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 16][390|469] Time:[0.040/0.015] Loss:[0.002/0.007] AdvLoss:[0.011/0.027] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 16][400|469] Time:[0.042/0.017] Loss:[0.003/0.007] AdvLoss:[0.017/0.027] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 16][410|469] Time:[0.040/0.015] Loss:[0.002/0.006] AdvLoss:[0.013/0.027] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 16][420|469] Time:[0.045/0.018] Loss:[0.001/0.006] AdvLoss:[0.008/0.027] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 16][430|469] Time:[0.041/0.018] Loss:[0.013/0.006] AdvLoss:[0.048/0.027] Acc:[0.992/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 16][440|469] Time:[0.040/0.015] Loss:[0.005/0.006] AdvLoss:[0.044/0.027] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 16][450|469] Time:[0.038/0.014] Loss:[0.005/0.006] AdvLoss:[0.022/0.027] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 16][460|469] Time:[0.039/0.017] Loss:[0.003/0.006] AdvLoss:[0.019/0.027] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 17][ 10|469] Time:[0.042/0.019] Loss:[0.010/0.006] AdvLoss:[0.051/0.028] Acc:[0.992/0.996] AdvAcc:[0.984/0.991] +Epoch:[ 17][ 20|469] Time:[0.040/0.016] Loss:[0.003/0.005] AdvLoss:[0.015/0.031] Acc:[1.000/0.998] AdvAcc:[1.000/0.989] +Epoch:[ 17][ 30|469] Time:[0.039/0.016] Loss:[0.002/0.005] AdvLoss:[0.006/0.028] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 17][ 40|469] Time:[0.041/0.018] Loss:[0.005/0.004] AdvLoss:[0.043/0.025] Acc:[1.000/0.999] AdvAcc:[0.977/0.991] +Epoch:[ 17][ 50|469] Time:[0.044/0.020] Loss:[0.015/0.005] AdvLoss:[0.049/0.025] Acc:[0.992/0.998] AdvAcc:[0.984/0.992] +Epoch:[ 17][ 60|469] Time:[0.040/0.015] Loss:[0.003/0.005] AdvLoss:[0.013/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 17][ 70|469] Time:[0.042/0.018] Loss:[0.016/0.006] AdvLoss:[0.068/0.025] Acc:[0.992/0.998] AdvAcc:[0.984/0.992] +Epoch:[ 17][ 80|469] Time:[0.042/0.017] Loss:[0.003/0.005] AdvLoss:[0.022/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 17][ 90|469] Time:[0.040/0.015] Loss:[0.001/0.005] AdvLoss:[0.008/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 17][100|469] Time:[0.041/0.019] Loss:[0.002/0.005] AdvLoss:[0.020/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 17][110|469] Time:[0.038/0.016] Loss:[0.004/0.005] AdvLoss:[0.015/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 17][120|469] Time:[0.039/0.016] Loss:[0.004/0.005] AdvLoss:[0.030/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 17][130|469] Time:[0.041/0.019] Loss:[0.002/0.004] AdvLoss:[0.006/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 17][140|469] Time:[0.039/0.017] Loss:[0.003/0.005] AdvLoss:[0.016/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 17][150|469] Time:[0.042/0.018] Loss:[0.003/0.004] AdvLoss:[0.012/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 17][160|469] Time:[0.039/0.018] Loss:[0.008/0.005] AdvLoss:[0.054/0.025] Acc:[1.000/0.999] AdvAcc:[0.969/0.992] +Epoch:[ 17][170|469] Time:[0.039/0.016] Loss:[0.007/0.005] AdvLoss:[0.039/0.026] Acc:[1.000/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 17][180|469] Time:[0.042/0.016] Loss:[0.006/0.005] AdvLoss:[0.028/0.026] Acc:[1.000/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 17][190|469] Time:[0.038/0.018] Loss:[0.004/0.005] AdvLoss:[0.017/0.026] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 17][200|469] Time:[0.041/0.018] Loss:[0.002/0.005] AdvLoss:[0.020/0.026] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 17][210|469] Time:[0.044/0.018] Loss:[0.003/0.005] AdvLoss:[0.030/0.026] Acc:[1.000/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 17][220|469] Time:[0.041/0.019] Loss:[0.007/0.005] AdvLoss:[0.040/0.027] Acc:[1.000/0.999] AdvAcc:[0.977/0.991] +Epoch:[ 17][230|469] Time:[0.035/0.022] Loss:[0.003/0.005] AdvLoss:[0.013/0.027] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 17][240|469] Time:[0.045/0.024] Loss:[0.001/0.005] AdvLoss:[0.005/0.027] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 17][250|469] Time:[0.050/0.021] Loss:[0.001/0.005] AdvLoss:[0.010/0.027] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 17][260|469] Time:[0.042/0.018] Loss:[0.003/0.005] AdvLoss:[0.019/0.026] Acc:[1.000/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 17][270|469] Time:[0.041/0.018] Loss:[0.003/0.005] AdvLoss:[0.032/0.026] Acc:[1.000/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 17][280|469] Time:[0.038/0.017] Loss:[0.002/0.005] AdvLoss:[0.014/0.026] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 17][290|469] Time:[0.042/0.019] Loss:[0.006/0.005] AdvLoss:[0.044/0.027] Acc:[1.000/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 17][300|469] Time:[0.041/0.015] Loss:[0.004/0.005] AdvLoss:[0.013/0.027] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 17][310|469] Time:[0.039/0.016] Loss:[0.015/0.005] AdvLoss:[0.075/0.028] Acc:[0.992/0.999] AdvAcc:[0.969/0.990] +Epoch:[ 17][320|469] Time:[0.044/0.017] Loss:[0.021/0.005] AdvLoss:[0.061/0.028] Acc:[0.992/0.999] AdvAcc:[0.977/0.990] +Epoch:[ 17][330|469] Time:[0.038/0.015] Loss:[0.016/0.005] AdvLoss:[0.045/0.028] Acc:[0.992/0.999] AdvAcc:[0.992/0.990] +Epoch:[ 17][340|469] Time:[0.037/0.015] Loss:[0.002/0.005] AdvLoss:[0.017/0.028] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 17][350|469] Time:[0.042/0.022] Loss:[0.002/0.005] AdvLoss:[0.023/0.028] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 17][360|469] Time:[0.037/0.015] Loss:[0.008/0.005] AdvLoss:[0.044/0.027] Acc:[0.992/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 17][370|469] Time:[0.041/0.019] Loss:[0.003/0.005] AdvLoss:[0.034/0.028] Acc:[1.000/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 17][380|469] Time:[0.039/0.015] Loss:[0.005/0.005] AdvLoss:[0.017/0.027] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 17][390|469] Time:[0.040/0.018] Loss:[0.017/0.005] AdvLoss:[0.078/0.028] Acc:[0.992/0.999] AdvAcc:[0.977/0.990] +Epoch:[ 17][400|469] Time:[0.040/0.017] Loss:[0.014/0.005] AdvLoss:[0.064/0.028] Acc:[0.992/0.999] AdvAcc:[0.984/0.990] +Epoch:[ 17][410|469] Time:[0.042/0.019] Loss:[0.004/0.005] AdvLoss:[0.012/0.029] Acc:[1.000/0.999] AdvAcc:[1.000/0.990] +Epoch:[ 17][420|469] Time:[0.040/0.016] Loss:[0.006/0.005] AdvLoss:[0.032/0.029] Acc:[1.000/0.999] AdvAcc:[0.984/0.990] +Epoch:[ 17][430|469] Time:[0.054/0.030] Loss:[0.020/0.006] AdvLoss:[0.063/0.029] Acc:[0.992/0.999] AdvAcc:[0.984/0.990] +Epoch:[ 17][440|469] Time:[0.040/0.014] Loss:[0.007/0.006] AdvLoss:[0.032/0.029] Acc:[1.000/0.999] AdvAcc:[0.992/0.990] +Epoch:[ 17][450|469] Time:[0.041/0.019] Loss:[0.031/0.006] AdvLoss:[0.065/0.029] Acc:[0.992/0.999] AdvAcc:[0.992/0.990] +Epoch:[ 17][460|469] Time:[0.043/0.018] Loss:[0.002/0.006] AdvLoss:[0.014/0.029] Acc:[1.000/0.999] AdvAcc:[1.000/0.990] +Epoch:[ 18][ 10|469] Time:[0.042/0.018] Loss:[0.003/0.007] AdvLoss:[0.013/0.024] Acc:[1.000/0.996] AdvAcc:[1.000/0.994] +Epoch:[ 18][ 20|469] Time:[0.040/0.019] Loss:[0.005/0.007] AdvLoss:[0.017/0.024] Acc:[1.000/0.996] AdvAcc:[1.000/0.994] +Epoch:[ 18][ 30|469] Time:[0.039/0.014] Loss:[0.002/0.005] AdvLoss:[0.005/0.024] Acc:[1.000/0.997] AdvAcc:[1.000/0.994] +Epoch:[ 18][ 40|469] Time:[0.039/0.016] Loss:[0.004/0.004] AdvLoss:[0.017/0.024] Acc:[1.000/0.998] AdvAcc:[1.000/0.994] +Epoch:[ 18][ 50|469] Time:[0.040/0.014] Loss:[0.002/0.007] AdvLoss:[0.015/0.023] Acc:[1.000/0.998] AdvAcc:[0.992/0.994] +Epoch:[ 18][ 60|469] Time:[0.043/0.018] Loss:[0.052/0.010] AdvLoss:[0.108/0.023] Acc:[0.984/0.997] AdvAcc:[0.969/0.993] +Epoch:[ 18][ 70|469] Time:[0.039/0.015] Loss:[0.004/0.010] AdvLoss:[0.034/0.023] Acc:[1.000/0.997] AdvAcc:[0.984/0.994] +Epoch:[ 18][ 80|469] Time:[0.043/0.018] Loss:[0.006/0.009] AdvLoss:[0.035/0.023] Acc:[1.000/0.998] AdvAcc:[0.977/0.993] +Epoch:[ 18][ 90|469] Time:[0.039/0.015] Loss:[0.001/0.009] AdvLoss:[0.006/0.023] Acc:[1.000/0.998] AdvAcc:[1.000/0.993] +Epoch:[ 18][100|469] Time:[0.042/0.017] Loss:[0.005/0.008] AdvLoss:[0.026/0.022] Acc:[1.000/0.998] AdvAcc:[0.984/0.993] +Epoch:[ 18][110|469] Time:[0.042/0.018] Loss:[0.003/0.008] AdvLoss:[0.012/0.022] Acc:[1.000/0.998] AdvAcc:[0.992/0.993] +Epoch:[ 18][120|469] Time:[0.040/0.018] Loss:[0.004/0.007] AdvLoss:[0.039/0.022] Acc:[1.000/0.998] AdvAcc:[0.977/0.993] +Epoch:[ 18][130|469] Time:[0.041/0.018] Loss:[0.005/0.007] AdvLoss:[0.047/0.023] Acc:[1.000/0.998] AdvAcc:[0.984/0.993] +Epoch:[ 18][140|469] Time:[0.044/0.019] Loss:[0.012/0.007] AdvLoss:[0.043/0.024] Acc:[0.992/0.998] AdvAcc:[0.984/0.992] +Epoch:[ 18][150|469] Time:[0.038/0.016] Loss:[0.002/0.007] AdvLoss:[0.013/0.024] Acc:[1.000/0.998] AdvAcc:[0.992/0.992] +Epoch:[ 18][160|469] Time:[0.043/0.020] Loss:[0.005/0.008] AdvLoss:[0.018/0.025] Acc:[1.000/0.998] AdvAcc:[1.000/0.992] +Epoch:[ 18][170|469] Time:[0.041/0.019] Loss:[0.008/0.010] AdvLoss:[0.036/0.025] Acc:[1.000/0.998] AdvAcc:[0.984/0.992] +Epoch:[ 18][180|469] Time:[0.041/0.018] Loss:[0.011/0.010] AdvLoss:[0.058/0.025] Acc:[1.000/0.998] AdvAcc:[0.969/0.992] +Epoch:[ 18][190|469] Time:[0.040/0.019] Loss:[0.004/0.009] AdvLoss:[0.027/0.025] Acc:[1.000/0.998] AdvAcc:[0.984/0.992] +Epoch:[ 18][200|469] Time:[0.045/0.027] Loss:[0.004/0.009] AdvLoss:[0.023/0.025] Acc:[1.000/0.998] AdvAcc:[0.992/0.992] +Epoch:[ 18][210|469] Time:[0.045/0.019] Loss:[0.002/0.009] AdvLoss:[0.010/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 18][220|469] Time:[0.041/0.018] Loss:[0.003/0.009] AdvLoss:[0.023/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 18][230|469] Time:[0.044/0.019] Loss:[0.002/0.008] AdvLoss:[0.011/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 18][240|469] Time:[0.043/0.017] Loss:[0.004/0.008] AdvLoss:[0.010/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 18][250|469] Time:[0.042/0.017] Loss:[0.004/0.008] AdvLoss:[0.041/0.024] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 18][260|469] Time:[0.038/0.015] Loss:[0.002/0.008] AdvLoss:[0.007/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 18][270|469] Time:[0.043/0.018] Loss:[0.001/0.008] AdvLoss:[0.004/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 18][280|469] Time:[0.041/0.018] Loss:[0.010/0.008] AdvLoss:[0.049/0.025] Acc:[1.000/0.999] AdvAcc:[0.969/0.992] +Epoch:[ 18][290|469] Time:[0.036/0.015] Loss:[0.005/0.007] AdvLoss:[0.028/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 18][300|469] Time:[0.042/0.018] Loss:[0.021/0.008] AdvLoss:[0.051/0.025] Acc:[0.992/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 18][310|469] Time:[0.042/0.018] Loss:[0.004/0.008] AdvLoss:[0.021/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 18][320|469] Time:[0.040/0.015] Loss:[0.001/0.007] AdvLoss:[0.003/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 18][330|469] Time:[0.039/0.017] Loss:[0.010/0.007] AdvLoss:[0.053/0.025] Acc:[1.000/0.999] AdvAcc:[0.969/0.992] +Epoch:[ 18][340|469] Time:[0.042/0.016] Loss:[0.002/0.007] AdvLoss:[0.016/0.026] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 18][350|469] Time:[0.039/0.016] Loss:[0.004/0.007] AdvLoss:[0.042/0.026] Acc:[1.000/0.999] AdvAcc:[0.977/0.992] +Epoch:[ 18][360|469] Time:[0.040/0.015] Loss:[0.002/0.007] AdvLoss:[0.008/0.026] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 18][370|469] Time:[0.041/0.015] Loss:[0.005/0.007] AdvLoss:[0.035/0.026] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 18][380|469] Time:[0.041/0.018] Loss:[0.003/0.007] AdvLoss:[0.012/0.026] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 18][390|469] Time:[0.040/0.018] Loss:[0.012/0.007] AdvLoss:[0.063/0.026] Acc:[0.992/0.999] AdvAcc:[0.977/0.992] +Epoch:[ 18][400|469] Time:[0.042/0.017] Loss:[0.003/0.008] AdvLoss:[0.017/0.026] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 18][410|469] Time:[0.043/0.018] Loss:[0.003/0.008] AdvLoss:[0.015/0.026] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 18][420|469] Time:[0.041/0.018] Loss:[0.036/0.008] AdvLoss:[0.093/0.026] Acc:[0.992/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 18][430|469] Time:[0.043/0.019] Loss:[0.008/0.008] AdvLoss:[0.039/0.027] Acc:[1.000/0.999] AdvAcc:[0.977/0.991] +Epoch:[ 18][440|469] Time:[0.042/0.017] Loss:[0.004/0.008] AdvLoss:[0.025/0.027] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 18][450|469] Time:[0.038/0.015] Loss:[0.003/0.008] AdvLoss:[0.021/0.027] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 18][460|469] Time:[0.039/0.015] Loss:[0.001/0.008] AdvLoss:[0.008/0.027] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 19][ 10|469] Time:[0.037/0.015] Loss:[0.003/0.002] AdvLoss:[0.034/0.021] Acc:[1.000/1.000] AdvAcc:[0.984/0.991] +Epoch:[ 19][ 20|469] Time:[0.038/0.016] Loss:[0.009/0.004] AdvLoss:[0.039/0.022] Acc:[1.000/1.000] AdvAcc:[0.984/0.992] +Epoch:[ 19][ 30|469] Time:[0.042/0.017] Loss:[0.011/0.007] AdvLoss:[0.035/0.026] Acc:[1.000/0.999] AdvAcc:[0.977/0.990] +Epoch:[ 19][ 40|469] Time:[0.042/0.020] Loss:[0.006/0.006] AdvLoss:[0.045/0.026] Acc:[1.000/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 19][ 50|469] Time:[0.045/0.032] Loss:[0.003/0.005] AdvLoss:[0.022/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 19][ 60|469] Time:[0.033/0.015] Loss:[0.002/0.005] AdvLoss:[0.012/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 19][ 70|469] Time:[0.039/0.020] Loss:[0.001/0.004] AdvLoss:[0.014/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 19][ 80|469] Time:[0.040/0.018] Loss:[0.003/0.004] AdvLoss:[0.021/0.022] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 19][ 90|469] Time:[0.040/0.016] Loss:[0.002/0.004] AdvLoss:[0.018/0.021] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 19][100|469] Time:[0.042/0.017] Loss:[0.001/0.004] AdvLoss:[0.008/0.021] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 19][110|469] Time:[0.041/0.018] Loss:[0.001/0.003] AdvLoss:[0.005/0.021] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 19][120|469] Time:[0.042/0.018] Loss:[0.002/0.004] AdvLoss:[0.012/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 19][130|469] Time:[0.039/0.017] Loss:[0.006/0.004] AdvLoss:[0.016/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 19][140|469] Time:[0.038/0.016] Loss:[0.002/0.004] AdvLoss:[0.008/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 19][150|469] Time:[0.044/0.018] Loss:[0.003/0.004] AdvLoss:[0.017/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 19][160|469] Time:[0.041/0.019] Loss:[0.021/0.004] AdvLoss:[0.053/0.023] Acc:[0.992/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 19][170|469] Time:[0.042/0.017] Loss:[0.009/0.005] AdvLoss:[0.035/0.024] Acc:[0.992/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 19][180|469] Time:[0.042/0.018] Loss:[0.001/0.004] AdvLoss:[0.004/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 19][190|469] Time:[0.039/0.016] Loss:[0.002/0.004] AdvLoss:[0.013/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 19][200|469] Time:[0.038/0.015] Loss:[0.003/0.004] AdvLoss:[0.018/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 19][210|469] Time:[0.042/0.017] Loss:[0.002/0.004] AdvLoss:[0.009/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 19][220|469] Time:[0.041/0.018] Loss:[0.004/0.004] AdvLoss:[0.015/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 19][230|469] Time:[0.042/0.018] Loss:[0.003/0.004] AdvLoss:[0.022/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 19][240|469] Time:[0.041/0.018] Loss:[0.002/0.004] AdvLoss:[0.012/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 19][250|469] Time:[0.040/0.019] Loss:[0.006/0.004] AdvLoss:[0.033/0.024] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 19][260|469] Time:[0.041/0.016] Loss:[0.003/0.005] AdvLoss:[0.013/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 19][270|469] Time:[0.041/0.017] Loss:[0.012/0.006] AdvLoss:[0.042/0.025] Acc:[0.992/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 19][280|469] Time:[0.041/0.019] Loss:[0.002/0.005] AdvLoss:[0.025/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 19][290|469] Time:[0.041/0.018] Loss:[0.014/0.006] AdvLoss:[0.053/0.025] Acc:[0.992/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 19][300|469] Time:[0.038/0.015] Loss:[0.020/0.006] AdvLoss:[0.049/0.026] Acc:[0.992/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 19][310|469] Time:[0.041/0.017] Loss:[0.005/0.006] AdvLoss:[0.017/0.026] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 19][320|469] Time:[0.039/0.016] Loss:[0.006/0.006] AdvLoss:[0.042/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 19][330|469] Time:[0.041/0.018] Loss:[0.001/0.006] AdvLoss:[0.003/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 19][340|469] Time:[0.040/0.018] Loss:[0.002/0.006] AdvLoss:[0.021/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 19][350|469] Time:[0.040/0.017] Loss:[0.012/0.006] AdvLoss:[0.035/0.026] Acc:[0.992/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 19][360|469] Time:[0.038/0.016] Loss:[0.005/0.006] AdvLoss:[0.018/0.025] Acc:[1.000/0.998] AdvAcc:[0.992/0.992] +Epoch:[ 19][370|469] Time:[0.041/0.018] Loss:[0.019/0.006] AdvLoss:[0.065/0.026] Acc:[0.992/0.998] AdvAcc:[0.977/0.992] +Epoch:[ 19][380|469] Time:[0.042/0.019] Loss:[0.003/0.006] AdvLoss:[0.013/0.026] Acc:[1.000/0.998] AdvAcc:[1.000/0.992] +Epoch:[ 19][390|469] Time:[0.040/0.016] Loss:[0.012/0.006] AdvLoss:[0.032/0.025] Acc:[0.992/0.998] AdvAcc:[0.992/0.992] +Epoch:[ 19][400|469] Time:[0.038/0.015] Loss:[0.008/0.006] AdvLoss:[0.042/0.025] Acc:[1.000/0.998] AdvAcc:[0.977/0.992] +Epoch:[ 19][410|469] Time:[0.041/0.016] Loss:[0.065/0.007] AdvLoss:[0.163/0.026] Acc:[0.984/0.998] AdvAcc:[0.969/0.992] +Epoch:[ 19][420|469] Time:[0.041/0.018] Loss:[0.002/0.006] AdvLoss:[0.010/0.025] Acc:[1.000/0.998] AdvAcc:[1.000/0.992] +Epoch:[ 19][430|469] Time:[0.040/0.015] Loss:[0.002/0.006] AdvLoss:[0.008/0.025] Acc:[1.000/0.998] AdvAcc:[1.000/0.992] +Epoch:[ 19][440|469] Time:[0.038/0.015] Loss:[0.012/0.006] AdvLoss:[0.068/0.026] Acc:[1.000/0.998] AdvAcc:[0.984/0.992] +Epoch:[ 19][450|469] Time:[0.042/0.018] Loss:[0.004/0.006] AdvLoss:[0.015/0.026] Acc:[1.000/0.998] AdvAcc:[1.000/0.992] +Epoch:[ 19][460|469] Time:[0.042/0.018] Loss:[0.002/0.006] AdvLoss:[0.009/0.026] Acc:[1.000/0.998] AdvAcc:[1.000/0.992] +epoch 19 evaluated +natural accuracy: 0.9919 +adversarial accuracy: 0.9831 +Epoch:[ 20][ 10|469] Time:[0.038/0.015] Loss:[0.014/0.008] AdvLoss:[0.053/0.041] Acc:[1.000/1.000] AdvAcc:[0.977/0.988] +Epoch:[ 20][ 20|469] Time:[0.039/0.016] Loss:[0.004/0.006] AdvLoss:[0.020/0.031] Acc:[1.000/1.000] AdvAcc:[0.992/0.989] +Epoch:[ 20][ 30|469] Time:[0.044/0.018] Loss:[0.003/0.005] AdvLoss:[0.018/0.027] Acc:[1.000/1.000] AdvAcc:[1.000/0.991] +Epoch:[ 20][ 40|469] Time:[0.037/0.016] Loss:[0.002/0.004] AdvLoss:[0.011/0.025] Acc:[1.000/1.000] AdvAcc:[1.000/0.992] +Epoch:[ 20][ 50|469] Time:[0.041/0.016] Loss:[0.002/0.004] AdvLoss:[0.016/0.023] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 20][ 60|469] Time:[0.042/0.018] Loss:[0.004/0.003] AdvLoss:[0.019/0.024] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 20][ 70|469] Time:[0.042/0.019] Loss:[0.003/0.003] AdvLoss:[0.018/0.023] Acc:[1.000/1.000] AdvAcc:[1.000/0.992] +Epoch:[ 20][ 80|469] Time:[0.043/0.018] Loss:[0.001/0.003] AdvLoss:[0.006/0.022] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 20][ 90|469] Time:[0.040/0.017] Loss:[0.005/0.003] AdvLoss:[0.029/0.023] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 20][100|469] Time:[0.042/0.019] Loss:[0.003/0.003] AdvLoss:[0.014/0.024] Acc:[1.000/1.000] AdvAcc:[1.000/0.992] +Epoch:[ 20][110|469] Time:[0.038/0.017] Loss:[0.003/0.003] AdvLoss:[0.033/0.025] Acc:[1.000/1.000] AdvAcc:[0.984/0.992] +Epoch:[ 20][120|469] Time:[0.038/0.015] Loss:[0.004/0.004] AdvLoss:[0.028/0.026] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 20][130|469] Time:[0.041/0.017] Loss:[0.003/0.004] AdvLoss:[0.013/0.026] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 20][140|469] Time:[0.040/0.017] Loss:[0.007/0.004] AdvLoss:[0.024/0.026] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 20][150|469] Time:[0.042/0.018] Loss:[0.004/0.004] AdvLoss:[0.026/0.026] Acc:[1.000/1.000] AdvAcc:[0.984/0.991] +Epoch:[ 20][160|469] Time:[0.038/0.018] Loss:[0.007/0.004] AdvLoss:[0.038/0.026] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 20][170|469] Time:[0.040/0.018] Loss:[0.046/0.006] AdvLoss:[0.097/0.027] Acc:[0.984/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 20][180|469] Time:[0.042/0.018] Loss:[0.003/0.005] AdvLoss:[0.020/0.027] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 20][190|469] Time:[0.038/0.016] Loss:[0.003/0.005] AdvLoss:[0.033/0.026] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 20][200|469] Time:[0.041/0.018] Loss:[0.002/0.006] AdvLoss:[0.015/0.026] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 20][210|469] Time:[0.042/0.019] Loss:[0.006/0.006] AdvLoss:[0.028/0.026] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 20][220|469] Time:[0.042/0.018] Loss:[0.004/0.006] AdvLoss:[0.018/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 20][230|469] Time:[0.040/0.014] Loss:[0.014/0.006] AdvLoss:[0.048/0.025] Acc:[0.992/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 20][240|469] Time:[0.039/0.019] Loss:[0.009/0.006] AdvLoss:[0.042/0.026] Acc:[0.992/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 20][250|469] Time:[0.042/0.020] Loss:[0.003/0.006] AdvLoss:[0.018/0.026] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 20][260|469] Time:[0.042/0.018] Loss:[0.008/0.006] AdvLoss:[0.028/0.026] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 20][270|469] Time:[0.041/0.018] Loss:[0.016/0.006] AdvLoss:[0.058/0.026] Acc:[1.000/0.999] AdvAcc:[0.977/0.992] +Epoch:[ 20][280|469] Time:[0.030/0.019] Loss:[0.003/0.006] AdvLoss:[0.018/0.026] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 20][290|469] Time:[0.040/0.020] Loss:[0.003/0.006] AdvLoss:[0.017/0.026] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 20][300|469] Time:[0.040/0.021] Loss:[0.001/0.006] AdvLoss:[0.003/0.026] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 20][310|469] Time:[0.038/0.016] Loss:[0.015/0.006] AdvLoss:[0.045/0.026] Acc:[0.992/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 20][320|469] Time:[0.038/0.015] Loss:[0.003/0.006] AdvLoss:[0.015/0.026] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 20][330|469] Time:[0.042/0.018] Loss:[0.004/0.006] AdvLoss:[0.013/0.026] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 20][340|469] Time:[0.041/0.016] Loss:[0.006/0.006] AdvLoss:[0.024/0.026] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 20][350|469] Time:[0.041/0.018] Loss:[0.001/0.006] AdvLoss:[0.002/0.026] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 20][360|469] Time:[0.041/0.018] Loss:[0.004/0.006] AdvLoss:[0.016/0.026] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 20][370|469] Time:[0.040/0.018] Loss:[0.014/0.006] AdvLoss:[0.047/0.026] Acc:[0.992/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 20][380|469] Time:[0.041/0.018] Loss:[0.004/0.006] AdvLoss:[0.016/0.026] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 20][390|469] Time:[0.042/0.018] Loss:[0.007/0.006] AdvLoss:[0.026/0.026] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 20][400|469] Time:[0.038/0.016] Loss:[0.016/0.006] AdvLoss:[0.080/0.026] Acc:[0.992/0.999] AdvAcc:[0.977/0.992] +Epoch:[ 20][410|469] Time:[0.043/0.018] Loss:[0.007/0.006] AdvLoss:[0.025/0.026] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 20][420|469] Time:[0.041/0.018] Loss:[0.003/0.006] AdvLoss:[0.020/0.026] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 20][430|469] Time:[0.043/0.018] Loss:[0.029/0.006] AdvLoss:[0.056/0.026] Acc:[0.992/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 20][440|469] Time:[0.041/0.018] Loss:[0.006/0.006] AdvLoss:[0.037/0.026] Acc:[1.000/0.999] AdvAcc:[0.977/0.992] +Epoch:[ 20][450|469] Time:[0.041/0.018] Loss:[0.011/0.006] AdvLoss:[0.040/0.026] Acc:[0.992/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 20][460|469] Time:[0.041/0.019] Loss:[0.004/0.006] AdvLoss:[0.014/0.026] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 21][ 10|469] Time:[0.042/0.019] Loss:[0.008/0.005] AdvLoss:[0.055/0.018] Acc:[1.000/1.000] AdvAcc:[0.977/0.993] +Epoch:[ 21][ 20|469] Time:[0.038/0.017] Loss:[0.001/0.007] AdvLoss:[0.004/0.023] Acc:[1.000/0.998] AdvAcc:[1.000/0.990] +Epoch:[ 21][ 30|469] Time:[0.041/0.018] Loss:[0.009/0.007] AdvLoss:[0.036/0.025] Acc:[1.000/0.999] AdvAcc:[0.984/0.990] +Epoch:[ 21][ 40|469] Time:[0.042/0.017] Loss:[0.007/0.006] AdvLoss:[0.028/0.024] Acc:[1.000/0.999] AdvAcc:[0.984/0.990] +Epoch:[ 21][ 50|469] Time:[0.043/0.018] Loss:[0.001/0.005] AdvLoss:[0.003/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 21][ 60|469] Time:[0.043/0.018] Loss:[0.003/0.005] AdvLoss:[0.011/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 21][ 70|469] Time:[0.041/0.018] Loss:[0.001/0.005] AdvLoss:[0.006/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 21][ 80|469] Time:[0.041/0.019] Loss:[0.008/0.006] AdvLoss:[0.024/0.025] Acc:[0.992/0.998] AdvAcc:[0.992/0.992] +Epoch:[ 21][ 90|469] Time:[0.039/0.016] Loss:[0.002/0.006] AdvLoss:[0.007/0.025] Acc:[1.000/0.998] AdvAcc:[1.000/0.992] +Epoch:[ 21][100|469] Time:[0.040/0.017] Loss:[0.004/0.006] AdvLoss:[0.023/0.026] Acc:[1.000/0.998] AdvAcc:[0.992/0.991] +Epoch:[ 21][110|469] Time:[0.041/0.019] Loss:[0.002/0.006] AdvLoss:[0.011/0.026] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 21][120|469] Time:[0.041/0.019] Loss:[0.003/0.006] AdvLoss:[0.014/0.026] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 21][130|469] Time:[0.040/0.015] Loss:[0.001/0.006] AdvLoss:[0.006/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 21][140|469] Time:[0.042/0.022] Loss:[0.002/0.005] AdvLoss:[0.019/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 21][150|469] Time:[0.042/0.019] Loss:[0.003/0.005] AdvLoss:[0.014/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 21][160|469] Time:[0.040/0.017] Loss:[0.002/0.005] AdvLoss:[0.008/0.026] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 21][170|469] Time:[0.042/0.018] Loss:[0.005/0.005] AdvLoss:[0.029/0.026] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 21][180|469] Time:[0.041/0.014] Loss:[0.006/0.005] AdvLoss:[0.025/0.026] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 21][190|469] Time:[0.040/0.018] Loss:[0.012/0.005] AdvLoss:[0.050/0.026] Acc:[0.992/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 21][200|469] Time:[0.042/0.018] Loss:[0.001/0.005] AdvLoss:[0.004/0.026] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 21][210|469] Time:[0.038/0.017] Loss:[0.001/0.005] AdvLoss:[0.012/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 21][220|469] Time:[0.038/0.015] Loss:[0.006/0.005] AdvLoss:[0.038/0.025] Acc:[1.000/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 21][230|469] Time:[0.043/0.018] Loss:[0.010/0.005] AdvLoss:[0.040/0.026] Acc:[1.000/0.999] AdvAcc:[0.977/0.991] +Epoch:[ 21][240|469] Time:[0.037/0.015] Loss:[0.005/0.005] AdvLoss:[0.024/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 21][250|469] Time:[0.038/0.015] Loss:[0.002/0.005] AdvLoss:[0.022/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 21][260|469] Time:[0.043/0.018] Loss:[0.002/0.005] AdvLoss:[0.008/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 21][270|469] Time:[0.037/0.015] Loss:[0.003/0.005] AdvLoss:[0.014/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 21][280|469] Time:[0.041/0.018] Loss:[0.017/0.005] AdvLoss:[0.055/0.025] Acc:[0.992/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 21][290|469] Time:[0.036/0.015] Loss:[0.001/0.005] AdvLoss:[0.004/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 21][300|469] Time:[0.041/0.019] Loss:[0.005/0.005] AdvLoss:[0.026/0.025] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 21][310|469] Time:[0.039/0.014] Loss:[0.032/0.005] AdvLoss:[0.068/0.025] Acc:[0.992/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 21][320|469] Time:[0.041/0.018] Loss:[0.011/0.006] AdvLoss:[0.046/0.026] Acc:[0.992/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 21][330|469] Time:[0.044/0.018] Loss:[0.022/0.006] AdvLoss:[0.070/0.026] Acc:[0.992/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 21][340|469] Time:[0.043/0.018] Loss:[0.002/0.006] AdvLoss:[0.011/0.027] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 21][350|469] Time:[0.038/0.016] Loss:[0.001/0.006] AdvLoss:[0.007/0.027] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 21][360|469] Time:[0.044/0.022] Loss:[0.005/0.006] AdvLoss:[0.026/0.027] Acc:[1.000/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 21][370|469] Time:[0.038/0.017] Loss:[0.002/0.006] AdvLoss:[0.025/0.027] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 21][380|469] Time:[0.039/0.015] Loss:[0.009/0.006] AdvLoss:[0.076/0.027] Acc:[1.000/0.999] AdvAcc:[0.977/0.991] +Epoch:[ 21][390|469] Time:[0.039/0.016] Loss:[0.001/0.006] AdvLoss:[0.007/0.027] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 21][400|469] Time:[0.038/0.016] Loss:[0.015/0.006] AdvLoss:[0.031/0.027] Acc:[0.992/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 21][410|469] Time:[0.041/0.019] Loss:[0.005/0.006] AdvLoss:[0.019/0.027] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 21][420|469] Time:[0.035/0.026] Loss:[0.004/0.006] AdvLoss:[0.021/0.027] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 21][430|469] Time:[0.038/0.015] Loss:[0.008/0.006] AdvLoss:[0.033/0.027] Acc:[1.000/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 21][440|469] Time:[0.041/0.018] Loss:[0.008/0.006] AdvLoss:[0.052/0.028] Acc:[1.000/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 21][450|469] Time:[0.041/0.018] Loss:[0.017/0.006] AdvLoss:[0.047/0.027] Acc:[1.000/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 21][460|469] Time:[0.041/0.018] Loss:[0.003/0.006] AdvLoss:[0.019/0.028] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 22][ 10|469] Time:[0.040/0.019] Loss:[0.017/0.012] AdvLoss:[0.046/0.027] Acc:[0.992/0.996] AdvAcc:[0.992/0.995] +Epoch:[ 22][ 20|469] Time:[0.042/0.016] Loss:[0.002/0.007] AdvLoss:[0.010/0.025] Acc:[1.000/0.998] AdvAcc:[1.000/0.993] +Epoch:[ 22][ 30|469] Time:[0.040/0.017] Loss:[0.005/0.006] AdvLoss:[0.044/0.025] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 22][ 40|469] Time:[0.042/0.019] Loss:[0.002/0.005] AdvLoss:[0.015/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 22][ 50|469] Time:[0.042/0.016] Loss:[0.002/0.004] AdvLoss:[0.027/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 22][ 60|469] Time:[0.041/0.016] Loss:[0.007/0.004] AdvLoss:[0.029/0.025] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 22][ 70|469] Time:[0.041/0.018] Loss:[0.006/0.004] AdvLoss:[0.042/0.024] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 22][ 80|469] Time:[0.038/0.015] Loss:[0.002/0.006] AdvLoss:[0.007/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 22][ 90|469] Time:[0.041/0.018] Loss:[0.002/0.005] AdvLoss:[0.008/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 22][100|469] Time:[0.046/0.021] Loss:[0.009/0.006] AdvLoss:[0.043/0.024] Acc:[0.992/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 22][110|469] Time:[0.042/0.015] Loss:[0.001/0.007] AdvLoss:[0.003/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 22][120|469] Time:[0.041/0.020] Loss:[0.002/0.006] AdvLoss:[0.007/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 22][130|469] Time:[0.038/0.016] Loss:[0.020/0.007] AdvLoss:[0.055/0.024] Acc:[0.992/0.998] AdvAcc:[0.984/0.993] +Epoch:[ 22][140|469] Time:[0.043/0.017] Loss:[0.003/0.007] AdvLoss:[0.018/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 22][150|469] Time:[0.041/0.018] Loss:[0.004/0.007] AdvLoss:[0.018/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 22][160|469] Time:[0.039/0.016] Loss:[0.001/0.006] AdvLoss:[0.005/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 22][170|469] Time:[0.039/0.014] Loss:[0.018/0.007] AdvLoss:[0.076/0.024] Acc:[0.992/0.998] AdvAcc:[0.977/0.993] +Epoch:[ 22][180|469] Time:[0.041/0.018] Loss:[0.001/0.007] AdvLoss:[0.019/0.024] Acc:[1.000/0.998] AdvAcc:[0.992/0.993] +Epoch:[ 22][190|469] Time:[0.051/0.029] Loss:[0.002/0.006] AdvLoss:[0.009/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 22][200|469] Time:[0.042/0.017] Loss:[0.003/0.006] AdvLoss:[0.013/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 22][210|469] Time:[0.043/0.018] Loss:[0.006/0.006] AdvLoss:[0.024/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 22][220|469] Time:[0.041/0.018] Loss:[0.001/0.006] AdvLoss:[0.007/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 22][230|469] Time:[0.039/0.018] Loss:[0.001/0.006] AdvLoss:[0.010/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 22][240|469] Time:[0.042/0.018] Loss:[0.004/0.006] AdvLoss:[0.028/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 22][250|469] Time:[0.043/0.019] Loss:[0.003/0.006] AdvLoss:[0.012/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 22][260|469] Time:[0.041/0.019] Loss:[0.004/0.006] AdvLoss:[0.028/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 22][270|469] Time:[0.041/0.018] Loss:[0.020/0.006] AdvLoss:[0.070/0.025] Acc:[0.992/0.999] AdvAcc:[0.977/0.992] +Epoch:[ 22][280|469] Time:[0.040/0.018] Loss:[0.002/0.006] AdvLoss:[0.015/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 22][290|469] Time:[0.043/0.018] Loss:[0.022/0.006] AdvLoss:[0.061/0.025] Acc:[0.992/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 22][300|469] Time:[0.042/0.018] Loss:[0.004/0.006] AdvLoss:[0.016/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 22][310|469] Time:[0.043/0.020] Loss:[0.005/0.006] AdvLoss:[0.031/0.025] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 22][320|469] Time:[0.043/0.017] Loss:[0.002/0.006] AdvLoss:[0.018/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 22][330|469] Time:[0.041/0.019] Loss:[0.001/0.006] AdvLoss:[0.003/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 22][340|469] Time:[0.041/0.018] Loss:[0.016/0.006] AdvLoss:[0.030/0.025] Acc:[0.992/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 22][350|469] Time:[0.041/0.018] Loss:[0.010/0.006] AdvLoss:[0.043/0.026] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 22][360|469] Time:[0.041/0.019] Loss:[0.029/0.006] AdvLoss:[0.070/0.026] Acc:[0.992/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 22][370|469] Time:[0.043/0.017] Loss:[0.004/0.006] AdvLoss:[0.042/0.026] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 22][380|469] Time:[0.042/0.017] Loss:[0.007/0.006] AdvLoss:[0.029/0.027] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 22][390|469] Time:[0.040/0.016] Loss:[0.005/0.006] AdvLoss:[0.046/0.027] Acc:[1.000/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 22][400|469] Time:[0.040/0.015] Loss:[0.004/0.007] AdvLoss:[0.019/0.027] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 22][410|469] Time:[0.042/0.018] Loss:[0.002/0.007] AdvLoss:[0.011/0.027] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 22][420|469] Time:[0.042/0.017] Loss:[0.006/0.006] AdvLoss:[0.063/0.027] Acc:[1.000/0.999] AdvAcc:[0.977/0.991] +Epoch:[ 22][430|469] Time:[0.037/0.016] Loss:[0.007/0.006] AdvLoss:[0.054/0.027] Acc:[1.000/0.999] AdvAcc:[0.977/0.991] +Epoch:[ 22][440|469] Time:[0.042/0.018] Loss:[0.012/0.006] AdvLoss:[0.042/0.027] Acc:[1.000/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 22][450|469] Time:[0.041/0.018] Loss:[0.002/0.007] AdvLoss:[0.011/0.027] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 22][460|469] Time:[0.044/0.021] Loss:[0.011/0.007] AdvLoss:[0.053/0.028] Acc:[1.000/0.999] AdvAcc:[0.969/0.991] +Epoch:[ 23][ 10|469] Time:[0.042/0.018] Loss:[0.003/0.002] AdvLoss:[0.008/0.029] Acc:[1.000/1.000] AdvAcc:[1.000/0.992] +Epoch:[ 23][ 20|469] Time:[0.041/0.018] Loss:[0.030/0.011] AdvLoss:[0.089/0.030] Acc:[0.992/0.996] AdvAcc:[0.977/0.991] +Epoch:[ 23][ 30|469] Time:[0.041/0.018] Loss:[0.001/0.009] AdvLoss:[0.014/0.025] Acc:[1.000/0.997] AdvAcc:[0.992/0.992] +Epoch:[ 23][ 40|469] Time:[0.041/0.019] Loss:[0.002/0.009] AdvLoss:[0.008/0.026] Acc:[1.000/0.997] AdvAcc:[1.000/0.992] +Epoch:[ 23][ 50|469] Time:[0.043/0.018] Loss:[0.004/0.010] AdvLoss:[0.013/0.026] Acc:[1.000/0.997] AdvAcc:[1.000/0.992] +Epoch:[ 23][ 60|469] Time:[0.040/0.018] Loss:[0.001/0.008] AdvLoss:[0.006/0.025] Acc:[1.000/0.997] AdvAcc:[1.000/0.992] +Epoch:[ 23][ 70|469] Time:[0.041/0.018] Loss:[0.001/0.008] AdvLoss:[0.006/0.024] Acc:[1.000/0.998] AdvAcc:[1.000/0.993] +Epoch:[ 23][ 80|469] Time:[0.038/0.016] Loss:[0.003/0.007] AdvLoss:[0.023/0.024] Acc:[1.000/0.998] AdvAcc:[0.992/0.993] +Epoch:[ 23][ 90|469] Time:[0.040/0.015] Loss:[0.002/0.007] AdvLoss:[0.008/0.024] Acc:[1.000/0.998] AdvAcc:[1.000/0.992] +Epoch:[ 23][100|469] Time:[0.037/0.015] Loss:[0.003/0.006] AdvLoss:[0.008/0.025] Acc:[1.000/0.998] AdvAcc:[1.000/0.992] +Epoch:[ 23][110|469] Time:[0.043/0.018] Loss:[0.008/0.006] AdvLoss:[0.024/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 23][120|469] Time:[0.038/0.015] Loss:[0.001/0.006] AdvLoss:[0.006/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 23][130|469] Time:[0.041/0.015] Loss:[0.003/0.006] AdvLoss:[0.026/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 23][140|469] Time:[0.041/0.018] Loss:[0.003/0.005] AdvLoss:[0.031/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 23][150|469] Time:[0.041/0.018] Loss:[0.005/0.005] AdvLoss:[0.026/0.022] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 23][160|469] Time:[0.039/0.014] Loss:[0.003/0.005] AdvLoss:[0.018/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 23][170|469] Time:[0.038/0.016] Loss:[0.001/0.005] AdvLoss:[0.013/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 23][180|469] Time:[0.042/0.018] Loss:[0.003/0.005] AdvLoss:[0.030/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 23][190|469] Time:[0.045/0.023] Loss:[0.001/0.005] AdvLoss:[0.022/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 23][200|469] Time:[0.037/0.014] Loss:[0.007/0.005] AdvLoss:[0.024/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 23][210|469] Time:[0.048/0.027] Loss:[0.001/0.005] AdvLoss:[0.012/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 23][220|469] Time:[0.038/0.015] Loss:[0.002/0.005] AdvLoss:[0.012/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 23][230|469] Time:[0.043/0.018] Loss:[0.001/0.005] AdvLoss:[0.010/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 23][240|469] Time:[0.042/0.018] Loss:[0.001/0.005] AdvLoss:[0.006/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 23][250|469] Time:[0.039/0.017] Loss:[0.007/0.005] AdvLoss:[0.041/0.024] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 23][260|469] Time:[0.041/0.015] Loss:[0.002/0.005] AdvLoss:[0.015/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 23][270|469] Time:[0.043/0.019] Loss:[0.002/0.005] AdvLoss:[0.020/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 23][280|469] Time:[0.041/0.015] Loss:[0.003/0.005] AdvLoss:[0.021/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 23][290|469] Time:[0.044/0.018] Loss:[0.001/0.005] AdvLoss:[0.010/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 23][300|469] Time:[0.040/0.019] Loss:[0.003/0.005] AdvLoss:[0.014/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 23][310|469] Time:[0.043/0.021] Loss:[0.004/0.005] AdvLoss:[0.042/0.024] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 23][320|469] Time:[0.038/0.016] Loss:[0.001/0.005] AdvLoss:[0.013/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 23][330|469] Time:[0.041/0.018] Loss:[0.006/0.005] AdvLoss:[0.024/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 23][340|469] Time:[0.042/0.018] Loss:[0.002/0.005] AdvLoss:[0.014/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 23][350|469] Time:[0.041/0.019] Loss:[0.004/0.005] AdvLoss:[0.014/0.026] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 23][360|469] Time:[0.041/0.017] Loss:[0.001/0.005] AdvLoss:[0.004/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 23][370|469] Time:[0.043/0.018] Loss:[0.007/0.005] AdvLoss:[0.046/0.026] Acc:[1.000/0.999] AdvAcc:[0.977/0.991] +Epoch:[ 23][380|469] Time:[0.038/0.015] Loss:[0.005/0.005] AdvLoss:[0.029/0.026] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 23][390|469] Time:[0.043/0.025] Loss:[0.006/0.005] AdvLoss:[0.038/0.026] Acc:[1.000/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 23][400|469] Time:[0.040/0.020] Loss:[0.002/0.005] AdvLoss:[0.010/0.026] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 23][410|469] Time:[0.041/0.023] Loss:[0.003/0.005] AdvLoss:[0.017/0.026] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 23][420|469] Time:[0.039/0.016] Loss:[0.007/0.005] AdvLoss:[0.028/0.026] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 23][430|469] Time:[0.039/0.016] Loss:[0.003/0.005] AdvLoss:[0.020/0.026] Acc:[1.000/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 23][440|469] Time:[0.043/0.018] Loss:[0.009/0.005] AdvLoss:[0.051/0.026] Acc:[1.000/0.999] AdvAcc:[0.977/0.991] +Epoch:[ 23][450|469] Time:[0.041/0.019] Loss:[0.006/0.005] AdvLoss:[0.039/0.026] Acc:[1.000/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 23][460|469] Time:[0.042/0.017] Loss:[0.004/0.005] AdvLoss:[0.025/0.026] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 24][ 10|469] Time:[0.039/0.016] Loss:[0.005/0.007] AdvLoss:[0.029/0.024] Acc:[1.000/0.996] AdvAcc:[0.992/0.992] +Epoch:[ 24][ 20|469] Time:[0.042/0.018] Loss:[0.002/0.005] AdvLoss:[0.010/0.023] Acc:[1.000/0.998] AdvAcc:[1.000/0.992] +Epoch:[ 24][ 30|469] Time:[0.038/0.015] Loss:[0.004/0.004] AdvLoss:[0.027/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 24][ 40|469] Time:[0.039/0.014] Loss:[0.007/0.004] AdvLoss:[0.049/0.023] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 24][ 50|469] Time:[0.040/0.015] Loss:[0.001/0.003] AdvLoss:[0.010/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 24][ 60|469] Time:[0.045/0.019] Loss:[0.006/0.011] AdvLoss:[0.048/0.026] Acc:[1.000/0.999] AdvAcc:[0.969/0.992] +Epoch:[ 24][ 70|469] Time:[0.038/0.016] Loss:[0.005/0.010] AdvLoss:[0.024/0.026] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 24][ 80|469] Time:[0.040/0.015] Loss:[0.002/0.009] AdvLoss:[0.010/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 24][ 90|469] Time:[0.042/0.017] Loss:[0.002/0.009] AdvLoss:[0.009/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 24][100|469] Time:[0.041/0.018] Loss:[0.005/0.008] AdvLoss:[0.028/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 24][110|469] Time:[0.041/0.018] Loss:[0.004/0.008] AdvLoss:[0.016/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 24][120|469] Time:[0.040/0.015] Loss:[0.029/0.009] AdvLoss:[0.070/0.024] Acc:[0.992/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 24][130|469] Time:[0.040/0.017] Loss:[0.002/0.008] AdvLoss:[0.019/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 24][140|469] Time:[0.038/0.014] Loss:[0.001/0.008] AdvLoss:[0.008/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 24][150|469] Time:[0.041/0.018] Loss:[0.001/0.007] AdvLoss:[0.004/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 24][160|469] Time:[0.037/0.015] Loss:[0.002/0.007] AdvLoss:[0.025/0.024] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 24][170|469] Time:[0.043/0.017] Loss:[0.052/0.009] AdvLoss:[0.100/0.025] Acc:[0.992/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 24][180|469] Time:[0.041/0.018] Loss:[0.001/0.008] AdvLoss:[0.003/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 24][190|469] Time:[0.041/0.019] Loss:[0.008/0.008] AdvLoss:[0.036/0.026] Acc:[1.000/0.999] AdvAcc:[0.977/0.992] +Epoch:[ 24][200|469] Time:[0.041/0.018] Loss:[0.051/0.009] AdvLoss:[0.094/0.026] Acc:[0.984/0.998] AdvAcc:[0.984/0.992] +Epoch:[ 24][210|469] Time:[0.040/0.019] Loss:[0.003/0.009] AdvLoss:[0.014/0.026] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 24][220|469] Time:[0.027/0.015] Loss:[0.004/0.009] AdvLoss:[0.030/0.025] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 24][230|469] Time:[0.038/0.014] Loss:[0.001/0.008] AdvLoss:[0.003/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 24][240|469] Time:[0.040/0.016] Loss:[0.001/0.008] AdvLoss:[0.010/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 24][250|469] Time:[0.038/0.015] Loss:[0.017/0.008] AdvLoss:[0.047/0.025] Acc:[0.992/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 24][260|469] Time:[0.041/0.018] Loss:[0.005/0.008] AdvLoss:[0.015/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 24][270|469] Time:[0.042/0.019] Loss:[0.003/0.008] AdvLoss:[0.015/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 24][280|469] Time:[0.041/0.018] Loss:[0.006/0.008] AdvLoss:[0.034/0.026] Acc:[1.000/0.998] AdvAcc:[0.984/0.992] +Epoch:[ 24][290|469] Time:[0.038/0.017] Loss:[0.003/0.008] AdvLoss:[0.011/0.026] Acc:[1.000/0.998] AdvAcc:[1.000/0.992] +Epoch:[ 24][300|469] Time:[0.039/0.016] Loss:[0.003/0.008] AdvLoss:[0.011/0.026] Acc:[1.000/0.998] AdvAcc:[1.000/0.992] +Epoch:[ 24][310|469] Time:[0.038/0.016] Loss:[0.005/0.008] AdvLoss:[0.019/0.026] Acc:[1.000/0.998] AdvAcc:[1.000/0.992] +Epoch:[ 24][320|469] Time:[0.038/0.016] Loss:[0.001/0.008] AdvLoss:[0.008/0.026] Acc:[1.000/0.998] AdvAcc:[1.000/0.992] +Epoch:[ 24][330|469] Time:[0.041/0.018] Loss:[0.002/0.008] AdvLoss:[0.019/0.027] Acc:[1.000/0.998] AdvAcc:[0.992/0.992] +Epoch:[ 24][340|469] Time:[0.041/0.018] Loss:[0.016/0.008] AdvLoss:[0.073/0.027] Acc:[0.992/0.998] AdvAcc:[0.977/0.991] +Epoch:[ 24][350|469] Time:[0.040/0.016] Loss:[0.001/0.008] AdvLoss:[0.013/0.027] Acc:[1.000/0.998] AdvAcc:[0.992/0.991] +Epoch:[ 24][360|469] Time:[0.045/0.020] Loss:[0.006/0.008] AdvLoss:[0.028/0.027] Acc:[1.000/0.998] AdvAcc:[0.992/0.991] +Epoch:[ 24][370|469] Time:[0.041/0.018] Loss:[0.015/0.008] AdvLoss:[0.032/0.027] Acc:[0.992/0.998] AdvAcc:[0.992/0.991] +Epoch:[ 24][380|469] Time:[0.042/0.017] Loss:[0.004/0.008] AdvLoss:[0.013/0.027] Acc:[1.000/0.998] AdvAcc:[1.000/0.991] +Epoch:[ 24][390|469] Time:[0.037/0.016] Loss:[0.004/0.008] AdvLoss:[0.036/0.028] Acc:[1.000/0.998] AdvAcc:[0.992/0.991] +Epoch:[ 24][400|469] Time:[0.039/0.016] Loss:[0.001/0.008] AdvLoss:[0.010/0.027] Acc:[1.000/0.998] AdvAcc:[0.992/0.991] +Epoch:[ 24][410|469] Time:[0.038/0.016] Loss:[0.000/0.008] AdvLoss:[0.005/0.027] Acc:[1.000/0.998] AdvAcc:[1.000/0.992] +Epoch:[ 24][420|469] Time:[0.041/0.018] Loss:[0.008/0.008] AdvLoss:[0.031/0.027] Acc:[1.000/0.998] AdvAcc:[0.984/0.991] +Epoch:[ 24][430|469] Time:[0.038/0.015] Loss:[0.005/0.008] AdvLoss:[0.037/0.027] Acc:[1.000/0.998] AdvAcc:[0.977/0.991] +Epoch:[ 24][440|469] Time:[0.043/0.018] Loss:[0.004/0.007] AdvLoss:[0.015/0.027] Acc:[1.000/0.998] AdvAcc:[0.992/0.991] +Epoch:[ 24][450|469] Time:[0.042/0.017] Loss:[0.004/0.007] AdvLoss:[0.036/0.027] Acc:[1.000/0.998] AdvAcc:[0.984/0.991] +Epoch:[ 24][460|469] Time:[0.047/0.021] Loss:[0.005/0.007] AdvLoss:[0.018/0.027] Acc:[1.000/0.998] AdvAcc:[1.000/0.991] +epoch 24 evaluated +natural accuracy: 0.9929 +adversarial accuracy: 0.9852 +Epoch:[ 25][ 10|469] Time:[0.042/0.018] Loss:[0.003/0.008] AdvLoss:[0.012/0.022] Acc:[1.000/0.996] AdvAcc:[1.000/0.994] +Epoch:[ 25][ 20|469] Time:[0.041/0.018] Loss:[0.002/0.005] AdvLoss:[0.006/0.020] Acc:[1.000/0.998] AdvAcc:[1.000/0.994] +Epoch:[ 25][ 30|469] Time:[0.042/0.020] Loss:[0.004/0.004] AdvLoss:[0.020/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 25][ 40|469] Time:[0.044/0.020] Loss:[0.014/0.006] AdvLoss:[0.042/0.020] Acc:[0.992/0.998] AdvAcc:[0.984/0.994] +Epoch:[ 25][ 50|469] Time:[0.039/0.014] Loss:[0.001/0.005] AdvLoss:[0.003/0.019] Acc:[1.000/0.998] AdvAcc:[1.000/0.994] +Epoch:[ 25][ 60|469] Time:[0.041/0.018] Loss:[0.004/0.004] AdvLoss:[0.013/0.020] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 25][ 70|469] Time:[0.041/0.017] Loss:[0.019/0.005] AdvLoss:[0.057/0.020] Acc:[0.992/0.998] AdvAcc:[0.984/0.993] +Epoch:[ 25][ 80|469] Time:[0.039/0.016] Loss:[0.002/0.005] AdvLoss:[0.012/0.020] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 25][ 90|469] Time:[0.043/0.018] Loss:[0.001/0.005] AdvLoss:[0.002/0.020] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 25][100|469] Time:[0.039/0.016] Loss:[0.004/0.005] AdvLoss:[0.021/0.020] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 25][110|469] Time:[0.044/0.018] Loss:[0.006/0.005] AdvLoss:[0.035/0.020] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 25][120|469] Time:[0.041/0.018] Loss:[0.002/0.005] AdvLoss:[0.026/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 25][130|469] Time:[0.039/0.014] Loss:[0.003/0.004] AdvLoss:[0.056/0.020] Acc:[1.000/0.999] AdvAcc:[0.977/0.993] +Epoch:[ 25][140|469] Time:[0.027/0.014] Loss:[0.002/0.004] AdvLoss:[0.015/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 25][150|469] Time:[0.037/0.014] Loss:[0.003/0.005] AdvLoss:[0.019/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 25][160|469] Time:[0.042/0.022] Loss:[0.014/0.006] AdvLoss:[0.058/0.024] Acc:[1.000/0.999] AdvAcc:[0.969/0.992] +Epoch:[ 25][170|469] Time:[0.041/0.018] Loss:[0.001/0.005] AdvLoss:[0.008/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 25][180|469] Time:[0.041/0.018] Loss:[0.001/0.006] AdvLoss:[0.006/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 25][190|469] Time:[0.038/0.015] Loss:[0.003/0.005] AdvLoss:[0.012/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 25][200|469] Time:[0.039/0.018] Loss:[0.001/0.005] AdvLoss:[0.007/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 25][210|469] Time:[0.041/0.019] Loss:[0.003/0.005] AdvLoss:[0.022/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 25][220|469] Time:[0.040/0.014] Loss:[0.001/0.005] AdvLoss:[0.005/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 25][230|469] Time:[0.041/0.019] Loss:[0.007/0.005] AdvLoss:[0.042/0.024] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 25][240|469] Time:[0.040/0.017] Loss:[0.001/0.005] AdvLoss:[0.007/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 25][250|469] Time:[0.042/0.019] Loss:[0.003/0.005] AdvLoss:[0.014/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 25][260|469] Time:[0.041/0.018] Loss:[0.003/0.005] AdvLoss:[0.020/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 25][270|469] Time:[0.038/0.015] Loss:[0.008/0.005] AdvLoss:[0.047/0.025] Acc:[1.000/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 25][280|469] Time:[0.038/0.015] Loss:[0.022/0.006] AdvLoss:[0.065/0.026] Acc:[0.992/0.999] AdvAcc:[0.977/0.991] +Epoch:[ 25][290|469] Time:[0.041/0.018] Loss:[0.008/0.006] AdvLoss:[0.026/0.026] Acc:[0.992/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 25][300|469] Time:[0.040/0.015] Loss:[0.004/0.006] AdvLoss:[0.011/0.026] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 25][310|469] Time:[0.040/0.018] Loss:[0.003/0.006] AdvLoss:[0.016/0.026] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 25][320|469] Time:[0.040/0.015] Loss:[0.004/0.006] AdvLoss:[0.025/0.026] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 25][330|469] Time:[0.042/0.017] Loss:[0.030/0.006] AdvLoss:[0.101/0.026] Acc:[0.992/0.999] AdvAcc:[0.977/0.991] +Epoch:[ 25][340|469] Time:[0.043/0.017] Loss:[0.007/0.006] AdvLoss:[0.044/0.027] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 25][350|469] Time:[0.037/0.014] Loss:[0.016/0.006] AdvLoss:[0.047/0.027] Acc:[0.992/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 25][360|469] Time:[0.042/0.017] Loss:[0.003/0.006] AdvLoss:[0.013/0.027] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 25][370|469] Time:[0.038/0.015] Loss:[0.001/0.006] AdvLoss:[0.005/0.027] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 25][380|469] Time:[0.039/0.017] Loss:[0.014/0.006] AdvLoss:[0.078/0.027] Acc:[0.992/0.998] AdvAcc:[0.961/0.991] +Epoch:[ 25][390|469] Time:[0.040/0.015] Loss:[0.012/0.006] AdvLoss:[0.054/0.027] Acc:[0.992/0.998] AdvAcc:[0.992/0.991] +Epoch:[ 25][400|469] Time:[0.043/0.018] Loss:[0.017/0.006] AdvLoss:[0.093/0.028] Acc:[1.000/0.998] AdvAcc:[0.961/0.991] +Epoch:[ 25][410|469] Time:[0.028/0.014] Loss:[0.002/0.006] AdvLoss:[0.008/0.028] Acc:[1.000/0.998] AdvAcc:[1.000/0.991] +Epoch:[ 25][420|469] Time:[0.044/0.018] Loss:[0.003/0.006] AdvLoss:[0.021/0.028] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 25][430|469] Time:[0.043/0.018] Loss:[0.002/0.006] AdvLoss:[0.015/0.028] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 25][440|469] Time:[0.041/0.018] Loss:[0.001/0.006] AdvLoss:[0.005/0.027] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 25][450|469] Time:[0.038/0.015] Loss:[0.006/0.006] AdvLoss:[0.047/0.028] Acc:[1.000/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 25][460|469] Time:[0.041/0.018] Loss:[0.001/0.006] AdvLoss:[0.005/0.028] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 26][ 10|469] Time:[0.043/0.018] Loss:[0.008/0.006] AdvLoss:[0.022/0.022] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 26][ 20|469] Time:[0.038/0.016] Loss:[0.001/0.004] AdvLoss:[0.003/0.022] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 26][ 30|469] Time:[0.042/0.019] Loss:[0.001/0.003] AdvLoss:[0.006/0.021] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 26][ 40|469] Time:[0.040/0.015] Loss:[0.001/0.003] AdvLoss:[0.015/0.022] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 26][ 50|469] Time:[0.040/0.015] Loss:[0.003/0.003] AdvLoss:[0.014/0.022] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 26][ 60|469] Time:[0.037/0.015] Loss:[0.004/0.003] AdvLoss:[0.026/0.022] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 26][ 70|469] Time:[0.043/0.018] Loss:[0.001/0.003] AdvLoss:[0.006/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 26][ 80|469] Time:[0.042/0.018] Loss:[0.016/0.004] AdvLoss:[0.072/0.023] Acc:[1.000/1.000] AdvAcc:[0.977/0.992] +Epoch:[ 26][ 90|469] Time:[0.041/0.018] Loss:[0.005/0.004] AdvLoss:[0.024/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 26][100|469] Time:[0.038/0.015] Loss:[0.001/0.006] AdvLoss:[0.005/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 26][110|469] Time:[0.038/0.015] Loss:[0.004/0.005] AdvLoss:[0.026/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 26][120|469] Time:[0.041/0.018] Loss:[0.002/0.005] AdvLoss:[0.023/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 26][130|469] Time:[0.040/0.019] Loss:[0.004/0.005] AdvLoss:[0.015/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 26][140|469] Time:[0.042/0.017] Loss:[0.002/0.005] AdvLoss:[0.029/0.023] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 26][150|469] Time:[0.038/0.015] Loss:[0.001/0.005] AdvLoss:[0.006/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 26][160|469] Time:[0.039/0.015] Loss:[0.004/0.005] AdvLoss:[0.011/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 26][170|469] Time:[0.040/0.017] Loss:[0.004/0.005] AdvLoss:[0.038/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 26][180|469] Time:[0.044/0.030] Loss:[0.011/0.005] AdvLoss:[0.031/0.024] Acc:[0.992/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 26][190|469] Time:[0.043/0.018] Loss:[0.002/0.005] AdvLoss:[0.018/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 26][200|469] Time:[0.042/0.018] Loss:[0.004/0.005] AdvLoss:[0.034/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 26][210|469] Time:[0.040/0.018] Loss:[0.002/0.005] AdvLoss:[0.013/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 26][220|469] Time:[0.038/0.015] Loss:[0.009/0.005] AdvLoss:[0.050/0.024] Acc:[1.000/0.999] AdvAcc:[0.977/0.992] +Epoch:[ 26][230|469] Time:[0.038/0.015] Loss:[0.005/0.005] AdvLoss:[0.017/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 26][240|469] Time:[0.041/0.018] Loss:[0.002/0.005] AdvLoss:[0.008/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 26][250|469] Time:[0.043/0.018] Loss:[0.003/0.005] AdvLoss:[0.016/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 26][260|469] Time:[0.040/0.017] Loss:[0.002/0.005] AdvLoss:[0.009/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 26][270|469] Time:[0.040/0.016] Loss:[0.001/0.005] AdvLoss:[0.005/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 26][280|469] Time:[0.039/0.016] Loss:[0.001/0.005] AdvLoss:[0.009/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 26][290|469] Time:[0.043/0.019] Loss:[0.012/0.005] AdvLoss:[0.070/0.025] Acc:[0.992/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 26][300|469] Time:[0.037/0.018] Loss:[0.005/0.005] AdvLoss:[0.026/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 26][310|469] Time:[0.041/0.017] Loss:[0.006/0.005] AdvLoss:[0.027/0.026] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 26][320|469] Time:[0.038/0.016] Loss:[0.011/0.005] AdvLoss:[0.038/0.026] Acc:[0.992/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 26][330|469] Time:[0.047/0.018] Loss:[0.013/0.005] AdvLoss:[0.061/0.026] Acc:[0.992/0.999] AdvAcc:[0.977/0.991] +Epoch:[ 26][340|469] Time:[0.041/0.017] Loss:[0.009/0.005] AdvLoss:[0.045/0.026] Acc:[1.000/0.999] AdvAcc:[0.977/0.991] +Epoch:[ 26][350|469] Time:[0.043/0.018] Loss:[0.003/0.005] AdvLoss:[0.012/0.026] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 26][360|469] Time:[0.039/0.014] Loss:[0.004/0.005] AdvLoss:[0.034/0.026] Acc:[1.000/0.999] AdvAcc:[0.977/0.991] +Epoch:[ 26][370|469] Time:[0.038/0.016] Loss:[0.004/0.005] AdvLoss:[0.038/0.026] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 26][380|469] Time:[0.041/0.017] Loss:[0.011/0.005] AdvLoss:[0.038/0.027] Acc:[0.992/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 26][390|469] Time:[0.041/0.018] Loss:[0.002/0.005] AdvLoss:[0.011/0.027] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 26][400|469] Time:[0.040/0.015] Loss:[0.006/0.005] AdvLoss:[0.036/0.027] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 26][410|469] Time:[0.041/0.014] Loss:[0.091/0.006] AdvLoss:[0.169/0.028] Acc:[0.977/0.999] AdvAcc:[0.969/0.991] +Epoch:[ 26][420|469] Time:[0.040/0.015] Loss:[0.003/0.006] AdvLoss:[0.012/0.028] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 26][430|469] Time:[0.040/0.015] Loss:[0.007/0.006] AdvLoss:[0.030/0.028] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 26][440|469] Time:[0.036/0.015] Loss:[0.010/0.006] AdvLoss:[0.048/0.028] Acc:[0.992/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 26][450|469] Time:[0.039/0.021] Loss:[0.048/0.007] AdvLoss:[0.094/0.028] Acc:[0.992/0.999] AdvAcc:[0.969/0.991] +Epoch:[ 26][460|469] Time:[0.038/0.018] Loss:[0.004/0.007] AdvLoss:[0.036/0.028] Acc:[1.000/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 27][ 10|469] Time:[0.042/0.017] Loss:[0.001/0.003] AdvLoss:[0.005/0.019] Acc:[1.000/1.000] AdvAcc:[1.000/0.995] +Epoch:[ 27][ 20|469] Time:[0.040/0.015] Loss:[0.002/0.003] AdvLoss:[0.009/0.022] Acc:[1.000/1.000] AdvAcc:[1.000/0.995] +Epoch:[ 27][ 30|469] Time:[0.038/0.016] Loss:[0.001/0.003] AdvLoss:[0.008/0.019] Acc:[1.000/1.000] AdvAcc:[1.000/0.995] +Epoch:[ 27][ 40|469] Time:[0.043/0.018] Loss:[0.009/0.003] AdvLoss:[0.038/0.019] Acc:[1.000/1.000] AdvAcc:[0.984/0.996] +Epoch:[ 27][ 50|469] Time:[0.043/0.018] Loss:[0.001/0.003] AdvLoss:[0.005/0.017] Acc:[1.000/1.000] AdvAcc:[1.000/0.996] +Epoch:[ 27][ 60|469] Time:[0.039/0.015] Loss:[0.002/0.003] AdvLoss:[0.019/0.016] Acc:[1.000/1.000] AdvAcc:[0.992/0.996] +Epoch:[ 27][ 70|469] Time:[0.041/0.018] Loss:[0.008/0.003] AdvLoss:[0.035/0.017] Acc:[0.992/0.999] AdvAcc:[0.992/0.995] +Epoch:[ 27][ 80|469] Time:[0.041/0.018] Loss:[0.002/0.003] AdvLoss:[0.012/0.017] Acc:[1.000/1.000] AdvAcc:[0.992/0.995] +Epoch:[ 27][ 90|469] Time:[0.040/0.018] Loss:[0.002/0.003] AdvLoss:[0.012/0.017] Acc:[1.000/0.999] AdvAcc:[1.000/0.995] +Epoch:[ 27][100|469] Time:[0.038/0.015] Loss:[0.001/0.003] AdvLoss:[0.008/0.017] Acc:[1.000/0.999] AdvAcc:[1.000/0.995] +Epoch:[ 27][110|469] Time:[0.043/0.018] Loss:[0.039/0.005] AdvLoss:[0.127/0.019] Acc:[0.984/0.998] AdvAcc:[0.961/0.994] +Epoch:[ 27][120|469] Time:[0.040/0.015] Loss:[0.003/0.005] AdvLoss:[0.017/0.019] Acc:[1.000/0.998] AdvAcc:[0.992/0.994] +Epoch:[ 27][130|469] Time:[0.040/0.015] Loss:[0.005/0.005] AdvLoss:[0.045/0.020] Acc:[1.000/0.998] AdvAcc:[0.977/0.994] +Epoch:[ 27][140|469] Time:[0.042/0.018] Loss:[0.002/0.005] AdvLoss:[0.016/0.020] Acc:[1.000/0.999] AdvAcc:[1.000/0.994] +Epoch:[ 27][150|469] Time:[0.040/0.017] Loss:[0.001/0.005] AdvLoss:[0.009/0.020] Acc:[1.000/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 27][160|469] Time:[0.043/0.017] Loss:[0.004/0.005] AdvLoss:[0.022/0.020] Acc:[1.000/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 27][170|469] Time:[0.037/0.016] Loss:[0.002/0.004] AdvLoss:[0.009/0.020] Acc:[1.000/0.999] AdvAcc:[1.000/0.994] +Epoch:[ 27][180|469] Time:[0.038/0.015] Loss:[0.002/0.004] AdvLoss:[0.013/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 27][190|469] Time:[0.038/0.015] Loss:[0.004/0.005] AdvLoss:[0.022/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 27][200|469] Time:[0.040/0.016] Loss:[0.006/0.005] AdvLoss:[0.029/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 27][210|469] Time:[0.041/0.018] Loss:[0.020/0.005] AdvLoss:[0.052/0.023] Acc:[0.992/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 27][220|469] Time:[0.038/0.015] Loss:[0.009/0.005] AdvLoss:[0.029/0.023] Acc:[0.992/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 27][230|469] Time:[0.038/0.015] Loss:[0.007/0.005] AdvLoss:[0.039/0.022] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 27][240|469] Time:[0.041/0.019] Loss:[0.003/0.005] AdvLoss:[0.016/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 27][250|469] Time:[0.040/0.018] Loss:[0.004/0.005] AdvLoss:[0.030/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 27][260|469] Time:[0.041/0.021] Loss:[0.003/0.005] AdvLoss:[0.012/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 27][270|469] Time:[0.040/0.018] Loss:[0.008/0.005] AdvLoss:[0.043/0.023] Acc:[1.000/0.999] AdvAcc:[0.977/0.993] +Epoch:[ 27][280|469] Time:[0.040/0.018] Loss:[0.008/0.005] AdvLoss:[0.030/0.023] Acc:[0.992/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 27][290|469] Time:[0.037/0.015] Loss:[0.014/0.006] AdvLoss:[0.047/0.023] Acc:[0.992/0.998] AdvAcc:[0.977/0.993] +Epoch:[ 27][300|469] Time:[0.040/0.018] Loss:[0.003/0.006] AdvLoss:[0.011/0.023] Acc:[1.000/0.998] AdvAcc:[1.000/0.993] +Epoch:[ 27][310|469] Time:[0.042/0.019] Loss:[0.007/0.006] AdvLoss:[0.042/0.023] Acc:[1.000/0.998] AdvAcc:[0.984/0.993] +Epoch:[ 27][320|469] Time:[0.040/0.014] Loss:[0.003/0.005] AdvLoss:[0.011/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 27][330|469] Time:[0.041/0.018] Loss:[0.027/0.006] AdvLoss:[0.056/0.024] Acc:[0.992/0.998] AdvAcc:[0.984/0.993] +Epoch:[ 27][340|469] Time:[0.041/0.017] Loss:[0.002/0.006] AdvLoss:[0.008/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 27][350|469] Time:[0.043/0.018] Loss:[0.006/0.006] AdvLoss:[0.036/0.024] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 27][360|469] Time:[0.041/0.018] Loss:[0.003/0.006] AdvLoss:[0.014/0.024] Acc:[1.000/0.998] AdvAcc:[1.000/0.993] +Epoch:[ 27][370|469] Time:[0.043/0.018] Loss:[0.002/0.006] AdvLoss:[0.008/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 27][380|469] Time:[0.043/0.017] Loss:[0.002/0.006] AdvLoss:[0.008/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 27][390|469] Time:[0.035/0.015] Loss:[0.004/0.006] AdvLoss:[0.014/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 27][400|469] Time:[0.043/0.018] Loss:[0.005/0.006] AdvLoss:[0.024/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 27][410|469] Time:[0.037/0.015] Loss:[0.006/0.006] AdvLoss:[0.034/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 27][420|469] Time:[0.041/0.018] Loss:[0.026/0.006] AdvLoss:[0.072/0.025] Acc:[0.992/0.999] AdvAcc:[0.977/0.993] +Epoch:[ 27][430|469] Time:[0.043/0.018] Loss:[0.003/0.006] AdvLoss:[0.017/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 27][440|469] Time:[0.036/0.017] Loss:[0.009/0.006] AdvLoss:[0.024/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 27][450|469] Time:[0.039/0.015] Loss:[0.005/0.006] AdvLoss:[0.016/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 27][460|469] Time:[0.040/0.018] Loss:[0.004/0.006] AdvLoss:[0.022/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 28][ 10|469] Time:[0.038/0.016] Loss:[0.006/0.004] AdvLoss:[0.025/0.026] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 28][ 20|469] Time:[0.041/0.015] Loss:[0.002/0.004] AdvLoss:[0.009/0.020] Acc:[1.000/1.000] AdvAcc:[1.000/0.996] +Epoch:[ 28][ 30|469] Time:[0.041/0.018] Loss:[0.103/0.020] AdvLoss:[0.154/0.023] Acc:[0.984/0.997] AdvAcc:[0.984/0.995] +Epoch:[ 28][ 40|469] Time:[0.040/0.015] Loss:[0.009/0.016] AdvLoss:[0.027/0.020] Acc:[0.992/0.997] AdvAcc:[0.984/0.995] +Epoch:[ 28][ 50|469] Time:[0.041/0.019] Loss:[0.018/0.015] AdvLoss:[0.049/0.020] Acc:[0.992/0.997] AdvAcc:[0.992/0.995] +Epoch:[ 28][ 60|469] Time:[0.039/0.017] Loss:[0.002/0.013] AdvLoss:[0.010/0.021] Acc:[1.000/0.997] AdvAcc:[1.000/0.995] +Epoch:[ 28][ 70|469] Time:[0.041/0.018] Loss:[0.002/0.014] AdvLoss:[0.013/0.021] Acc:[1.000/0.997] AdvAcc:[1.000/0.995] +Epoch:[ 28][ 80|469] Time:[0.038/0.014] Loss:[0.001/0.013] AdvLoss:[0.007/0.022] Acc:[1.000/0.998] AdvAcc:[1.000/0.994] +Epoch:[ 28][ 90|469] Time:[0.046/0.024] Loss:[0.001/0.012] AdvLoss:[0.005/0.022] Acc:[1.000/0.998] AdvAcc:[1.000/0.994] +Epoch:[ 28][100|469] Time:[0.041/0.019] Loss:[0.001/0.011] AdvLoss:[0.004/0.021] Acc:[1.000/0.998] AdvAcc:[1.000/0.995] +Epoch:[ 28][110|469] Time:[0.041/0.016] Loss:[0.003/0.010] AdvLoss:[0.017/0.021] Acc:[1.000/0.998] AdvAcc:[0.992/0.994] +Epoch:[ 28][120|469] Time:[0.041/0.019] Loss:[0.002/0.010] AdvLoss:[0.019/0.022] Acc:[1.000/0.998] AdvAcc:[0.992/0.994] +Epoch:[ 28][130|469] Time:[0.043/0.018] Loss:[0.002/0.009] AdvLoss:[0.021/0.023] Acc:[1.000/0.998] AdvAcc:[0.992/0.993] +Epoch:[ 28][140|469] Time:[0.040/0.015] Loss:[0.007/0.009] AdvLoss:[0.038/0.023] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 28][150|469] Time:[0.041/0.017] Loss:[0.005/0.009] AdvLoss:[0.023/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 28][160|469] Time:[0.042/0.019] Loss:[0.003/0.009] AdvLoss:[0.016/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 28][170|469] Time:[0.043/0.019] Loss:[0.009/0.009] AdvLoss:[0.032/0.024] Acc:[0.992/0.998] AdvAcc:[0.992/0.993] +Epoch:[ 28][180|469] Time:[0.038/0.016] Loss:[0.003/0.008] AdvLoss:[0.033/0.024] Acc:[1.000/0.998] AdvAcc:[0.992/0.993] +Epoch:[ 28][190|469] Time:[0.038/0.016] Loss:[0.001/0.008] AdvLoss:[0.007/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 28][200|469] Time:[0.040/0.018] Loss:[0.000/0.008] AdvLoss:[0.002/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 28][210|469] Time:[0.028/0.017] Loss:[0.002/0.008] AdvLoss:[0.011/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 28][220|469] Time:[0.043/0.018] Loss:[0.002/0.008] AdvLoss:[0.008/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 28][230|469] Time:[0.040/0.017] Loss:[0.006/0.008] AdvLoss:[0.028/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 28][240|469] Time:[0.042/0.018] Loss:[0.003/0.008] AdvLoss:[0.013/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 28][250|469] Time:[0.041/0.018] Loss:[0.002/0.008] AdvLoss:[0.012/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 28][260|469] Time:[0.041/0.016] Loss:[0.009/0.008] AdvLoss:[0.050/0.023] Acc:[0.992/0.998] AdvAcc:[0.984/0.993] +Epoch:[ 28][270|469] Time:[0.049/0.020] Loss:[0.001/0.008] AdvLoss:[0.010/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 28][280|469] Time:[0.039/0.016] Loss:[0.001/0.008] AdvLoss:[0.014/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 28][290|469] Time:[0.040/0.014] Loss:[0.003/0.008] AdvLoss:[0.016/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 28][300|469] Time:[0.039/0.017] Loss:[0.007/0.008] AdvLoss:[0.044/0.023] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 28][310|469] Time:[0.040/0.015] Loss:[0.007/0.008] AdvLoss:[0.059/0.023] Acc:[1.000/0.999] AdvAcc:[0.977/0.993] +Epoch:[ 28][320|469] Time:[0.044/0.019] Loss:[0.003/0.007] AdvLoss:[0.032/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 28][330|469] Time:[0.037/0.015] Loss:[0.004/0.007] AdvLoss:[0.015/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 28][340|469] Time:[0.038/0.016] Loss:[0.006/0.007] AdvLoss:[0.030/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 28][350|469] Time:[0.045/0.019] Loss:[0.002/0.007] AdvLoss:[0.011/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 28][360|469] Time:[0.043/0.018] Loss:[0.007/0.007] AdvLoss:[0.031/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 28][370|469] Time:[0.041/0.018] Loss:[0.005/0.007] AdvLoss:[0.035/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 28][380|469] Time:[0.043/0.017] Loss:[0.014/0.007] AdvLoss:[0.070/0.024] Acc:[0.992/0.999] AdvAcc:[0.977/0.993] +Epoch:[ 28][390|469] Time:[0.042/0.017] Loss:[0.004/0.007] AdvLoss:[0.015/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 28][400|469] Time:[0.040/0.014] Loss:[0.006/0.007] AdvLoss:[0.041/0.024] Acc:[1.000/0.999] AdvAcc:[0.977/0.993] +Epoch:[ 28][410|469] Time:[0.041/0.018] Loss:[0.001/0.007] AdvLoss:[0.005/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 28][420|469] Time:[0.042/0.017] Loss:[0.002/0.007] AdvLoss:[0.024/0.024] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 28][430|469] Time:[0.041/0.018] Loss:[0.003/0.007] AdvLoss:[0.010/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 28][440|469] Time:[0.041/0.019] Loss:[0.006/0.007] AdvLoss:[0.024/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 28][450|469] Time:[0.035/0.018] Loss:[0.010/0.007] AdvLoss:[0.027/0.024] Acc:[0.992/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 28][460|469] Time:[0.041/0.018] Loss:[0.008/0.007] AdvLoss:[0.021/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 29][ 10|469] Time:[0.043/0.017] Loss:[0.002/0.004] AdvLoss:[0.009/0.022] Acc:[1.000/1.000] AdvAcc:[1.000/0.996] +Epoch:[ 29][ 20|469] Time:[0.041/0.018] Loss:[0.018/0.007] AdvLoss:[0.037/0.025] Acc:[0.992/0.998] AdvAcc:[0.992/0.994] +Epoch:[ 29][ 30|469] Time:[0.039/0.018] Loss:[0.012/0.007] AdvLoss:[0.028/0.024] Acc:[0.992/0.997] AdvAcc:[0.992/0.994] +Epoch:[ 29][ 40|469] Time:[0.039/0.016] Loss:[0.002/0.006] AdvLoss:[0.015/0.021] Acc:[1.000/0.998] AdvAcc:[0.992/0.994] +Epoch:[ 29][ 50|469] Time:[0.040/0.018] Loss:[0.004/0.005] AdvLoss:[0.045/0.021] Acc:[1.000/0.998] AdvAcc:[0.977/0.994] +Epoch:[ 29][ 60|469] Time:[0.044/0.018] Loss:[0.002/0.008] AdvLoss:[0.031/0.021] Acc:[1.000/0.998] AdvAcc:[0.977/0.994] +Epoch:[ 29][ 70|469] Time:[0.042/0.018] Loss:[0.002/0.007] AdvLoss:[0.008/0.020] Acc:[1.000/0.998] AdvAcc:[1.000/0.994] +Epoch:[ 29][ 80|469] Time:[0.041/0.018] Loss:[0.002/0.009] AdvLoss:[0.011/0.020] Acc:[1.000/0.998] AdvAcc:[1.000/0.994] +Epoch:[ 29][ 90|469] Time:[0.041/0.018] Loss:[0.003/0.008] AdvLoss:[0.015/0.022] Acc:[1.000/0.998] AdvAcc:[1.000/0.994] +Epoch:[ 29][100|469] Time:[0.043/0.018] Loss:[0.005/0.008] AdvLoss:[0.030/0.023] Acc:[1.000/0.998] AdvAcc:[0.992/0.993] +Epoch:[ 29][110|469] Time:[0.041/0.018] Loss:[0.002/0.007] AdvLoss:[0.016/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 29][120|469] Time:[0.041/0.019] Loss:[0.003/0.007] AdvLoss:[0.025/0.022] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 29][130|469] Time:[0.039/0.018] Loss:[0.004/0.007] AdvLoss:[0.021/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 29][140|469] Time:[0.040/0.018] Loss:[0.022/0.007] AdvLoss:[0.137/0.023] Acc:[0.984/0.998] AdvAcc:[0.969/0.993] +Epoch:[ 29][150|469] Time:[0.043/0.017] Loss:[0.002/0.007] AdvLoss:[0.016/0.023] Acc:[1.000/0.998] AdvAcc:[0.992/0.993] +Epoch:[ 29][160|469] Time:[0.044/0.019] Loss:[0.006/0.007] AdvLoss:[0.017/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 29][170|469] Time:[0.041/0.018] Loss:[0.003/0.006] AdvLoss:[0.019/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 29][180|469] Time:[0.042/0.019] Loss:[0.002/0.007] AdvLoss:[0.010/0.023] Acc:[1.000/0.998] AdvAcc:[1.000/0.993] +Epoch:[ 29][190|469] Time:[0.040/0.018] Loss:[0.007/0.007] AdvLoss:[0.029/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 29][200|469] Time:[0.042/0.018] Loss:[0.001/0.006] AdvLoss:[0.006/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 29][210|469] Time:[0.038/0.014] Loss:[0.002/0.006] AdvLoss:[0.009/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 29][220|469] Time:[0.039/0.016] Loss:[0.004/0.006] AdvLoss:[0.021/0.024] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 29][230|469] Time:[0.041/0.018] Loss:[0.019/0.006] AdvLoss:[0.058/0.024] Acc:[0.992/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 29][240|469] Time:[0.038/0.016] Loss:[0.006/0.006] AdvLoss:[0.041/0.024] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 29][250|469] Time:[0.040/0.016] Loss:[0.004/0.006] AdvLoss:[0.041/0.024] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 29][260|469] Time:[0.038/0.016] Loss:[0.008/0.006] AdvLoss:[0.069/0.025] Acc:[1.000/0.999] AdvAcc:[0.977/0.992] +Epoch:[ 29][270|469] Time:[0.041/0.018] Loss:[0.016/0.006] AdvLoss:[0.032/0.026] Acc:[0.992/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 29][280|469] Time:[0.040/0.019] Loss:[0.005/0.006] AdvLoss:[0.025/0.026] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 29][290|469] Time:[0.041/0.018] Loss:[0.004/0.006] AdvLoss:[0.017/0.026] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 29][300|469] Time:[0.042/0.016] Loss:[0.006/0.006] AdvLoss:[0.038/0.026] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 29][310|469] Time:[0.042/0.019] Loss:[0.001/0.006] AdvLoss:[0.004/0.026] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 29][320|469] Time:[0.036/0.015] Loss:[0.002/0.006] AdvLoss:[0.017/0.026] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 29][330|469] Time:[0.038/0.015] Loss:[0.003/0.006] AdvLoss:[0.018/0.026] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 29][340|469] Time:[0.040/0.015] Loss:[0.002/0.006] AdvLoss:[0.011/0.026] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 29][350|469] Time:[0.043/0.018] Loss:[0.010/0.006] AdvLoss:[0.057/0.026] Acc:[1.000/0.999] AdvAcc:[0.977/0.992] +Epoch:[ 29][360|469] Time:[0.043/0.018] Loss:[0.008/0.006] AdvLoss:[0.055/0.027] Acc:[1.000/0.999] AdvAcc:[0.977/0.991] +Epoch:[ 29][370|469] Time:[0.038/0.015] Loss:[0.028/0.006] AdvLoss:[0.091/0.027] Acc:[0.992/0.999] AdvAcc:[0.977/0.991] +Epoch:[ 29][380|469] Time:[0.043/0.018] Loss:[0.032/0.007] AdvLoss:[0.059/0.028] Acc:[0.992/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 29][390|469] Time:[0.038/0.016] Loss:[0.011/0.007] AdvLoss:[0.031/0.028] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 29][400|469] Time:[0.043/0.019] Loss:[0.002/0.007] AdvLoss:[0.011/0.028] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 29][410|469] Time:[0.042/0.017] Loss:[0.006/0.007] AdvLoss:[0.067/0.028] Acc:[1.000/0.999] AdvAcc:[0.977/0.991] +Epoch:[ 29][420|469] Time:[0.040/0.015] Loss:[0.056/0.007] AdvLoss:[0.131/0.028] Acc:[0.977/0.998] AdvAcc:[0.969/0.991] +Epoch:[ 29][430|469] Time:[0.043/0.018] Loss:[0.004/0.007] AdvLoss:[0.019/0.028] Acc:[1.000/0.998] AdvAcc:[0.992/0.991] +Epoch:[ 29][440|469] Time:[0.040/0.014] Loss:[0.006/0.007] AdvLoss:[0.043/0.029] Acc:[1.000/0.998] AdvAcc:[0.984/0.991] +Epoch:[ 29][450|469] Time:[0.042/0.019] Loss:[0.004/0.007] AdvLoss:[0.029/0.028] Acc:[1.000/0.998] AdvAcc:[0.984/0.991] +Epoch:[ 29][460|469] Time:[0.044/0.019] Loss:[0.002/0.007] AdvLoss:[0.015/0.028] Acc:[1.000/0.998] AdvAcc:[1.000/0.991] +epoch 29 evaluated +natural accuracy: 0.9926 +adversarial accuracy: 0.9844 +Epoch:[ 30][ 10|469] Time:[0.038/0.022] Loss:[0.001/0.001] AdvLoss:[0.003/0.018] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 30][ 20|469] Time:[0.048/0.021] Loss:[0.001/0.001] AdvLoss:[0.004/0.018] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 30][ 30|469] Time:[0.037/0.018] Loss:[0.001/0.001] AdvLoss:[0.004/0.017] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 30][ 40|469] Time:[0.042/0.019] Loss:[0.002/0.001] AdvLoss:[0.011/0.017] Acc:[1.000/1.000] AdvAcc:[1.000/0.995] +Epoch:[ 30][ 50|469] Time:[0.041/0.018] Loss:[0.001/0.004] AdvLoss:[0.004/0.018] Acc:[1.000/0.998] AdvAcc:[1.000/0.994] +Epoch:[ 30][ 60|469] Time:[0.042/0.019] Loss:[0.016/0.005] AdvLoss:[0.057/0.019] Acc:[0.992/0.998] AdvAcc:[0.992/0.994] +Epoch:[ 30][ 70|469] Time:[0.040/0.018] Loss:[0.017/0.005] AdvLoss:[0.098/0.021] Acc:[0.992/0.998] AdvAcc:[0.969/0.993] +Epoch:[ 30][ 80|469] Time:[0.042/0.018] Loss:[0.002/0.005] AdvLoss:[0.009/0.021] Acc:[1.000/0.998] AdvAcc:[1.000/0.993] +Epoch:[ 30][ 90|469] Time:[0.040/0.015] Loss:[0.002/0.005] AdvLoss:[0.019/0.022] Acc:[1.000/0.998] AdvAcc:[0.992/0.993] +Epoch:[ 30][100|469] Time:[0.036/0.015] Loss:[0.002/0.004] AdvLoss:[0.009/0.022] Acc:[1.000/0.998] AdvAcc:[1.000/0.993] +Epoch:[ 30][110|469] Time:[0.041/0.020] Loss:[0.001/0.004] AdvLoss:[0.006/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 30][120|469] Time:[0.041/0.019] Loss:[0.002/0.004] AdvLoss:[0.021/0.020] Acc:[1.000/0.998] AdvAcc:[0.992/0.994] +Epoch:[ 30][130|469] Time:[0.042/0.019] Loss:[0.003/0.004] AdvLoss:[0.026/0.020] Acc:[1.000/0.998] AdvAcc:[0.984/0.993] +Epoch:[ 30][140|469] Time:[0.040/0.018] Loss:[0.001/0.004] AdvLoss:[0.010/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 30][150|469] Time:[0.042/0.018] Loss:[0.012/0.004] AdvLoss:[0.038/0.021] Acc:[1.000/0.999] AdvAcc:[0.977/0.993] +Epoch:[ 30][160|469] Time:[0.042/0.017] Loss:[0.010/0.004] AdvLoss:[0.040/0.021] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 30][170|469] Time:[0.041/0.018] Loss:[0.006/0.007] AdvLoss:[0.027/0.021] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 30][180|469] Time:[0.040/0.014] Loss:[0.018/0.007] AdvLoss:[0.076/0.021] Acc:[0.984/0.998] AdvAcc:[0.984/0.993] +Epoch:[ 30][190|469] Time:[0.038/0.016] Loss:[0.001/0.007] AdvLoss:[0.006/0.021] Acc:[1.000/0.998] AdvAcc:[1.000/0.993] +Epoch:[ 30][200|469] Time:[0.038/0.015] Loss:[0.001/0.006] AdvLoss:[0.009/0.021] Acc:[1.000/0.998] AdvAcc:[1.000/0.993] +Epoch:[ 30][210|469] Time:[0.037/0.017] Loss:[0.001/0.006] AdvLoss:[0.008/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.994] +Epoch:[ 30][220|469] Time:[0.041/0.018] Loss:[0.002/0.006] AdvLoss:[0.023/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 30][230|469] Time:[0.042/0.018] Loss:[0.003/0.006] AdvLoss:[0.020/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 30][240|469] Time:[0.041/0.018] Loss:[0.001/0.006] AdvLoss:[0.008/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.994] +Epoch:[ 30][250|469] Time:[0.041/0.019] Loss:[0.001/0.006] AdvLoss:[0.015/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 30][260|469] Time:[0.041/0.016] Loss:[0.003/0.006] AdvLoss:[0.011/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 30][270|469] Time:[0.044/0.018] Loss:[0.001/0.005] AdvLoss:[0.011/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 30][280|469] Time:[0.044/0.019] Loss:[0.031/0.006] AdvLoss:[0.094/0.022] Acc:[0.992/0.999] AdvAcc:[0.977/0.993] +Epoch:[ 30][290|469] Time:[0.042/0.017] Loss:[0.004/0.006] AdvLoss:[0.021/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 30][300|469] Time:[0.041/0.018] Loss:[0.002/0.006] AdvLoss:[0.008/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 30][310|469] Time:[0.041/0.018] Loss:[0.001/0.006] AdvLoss:[0.004/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 30][320|469] Time:[0.039/0.015] Loss:[0.001/0.005] AdvLoss:[0.005/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 30][330|469] Time:[0.043/0.018] Loss:[0.014/0.005] AdvLoss:[0.052/0.022] Acc:[0.992/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 30][340|469] Time:[0.043/0.017] Loss:[0.004/0.005] AdvLoss:[0.023/0.022] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 30][350|469] Time:[0.038/0.015] Loss:[0.018/0.006] AdvLoss:[0.104/0.023] Acc:[0.992/0.999] AdvAcc:[0.953/0.993] +Epoch:[ 30][360|469] Time:[0.037/0.015] Loss:[0.003/0.006] AdvLoss:[0.008/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 30][370|469] Time:[0.041/0.019] Loss:[0.005/0.006] AdvLoss:[0.026/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 30][380|469] Time:[0.038/0.015] Loss:[0.006/0.006] AdvLoss:[0.022/0.024] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 30][390|469] Time:[0.041/0.018] Loss:[0.002/0.006] AdvLoss:[0.010/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 30][400|469] Time:[0.039/0.014] Loss:[0.012/0.006] AdvLoss:[0.059/0.025] Acc:[0.992/0.999] AdvAcc:[0.977/0.992] +Epoch:[ 30][410|469] Time:[0.039/0.018] Loss:[0.003/0.006] AdvLoss:[0.011/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 30][420|469] Time:[0.038/0.015] Loss:[0.006/0.006] AdvLoss:[0.026/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 30][430|469] Time:[0.040/0.017] Loss:[0.001/0.006] AdvLoss:[0.004/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 30][440|469] Time:[0.043/0.018] Loss:[0.001/0.006] AdvLoss:[0.006/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 30][450|469] Time:[0.037/0.015] Loss:[0.009/0.006] AdvLoss:[0.055/0.025] Acc:[1.000/0.999] AdvAcc:[0.977/0.992] +Epoch:[ 30][460|469] Time:[0.042/0.017] Loss:[0.001/0.006] AdvLoss:[0.005/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 31][ 10|469] Time:[0.040/0.017] Loss:[0.001/0.001] AdvLoss:[0.003/0.021] Acc:[1.000/1.000] AdvAcc:[1.000/0.990] +Epoch:[ 31][ 20|469] Time:[0.042/0.017] Loss:[0.003/0.003] AdvLoss:[0.010/0.022] Acc:[1.000/1.000] AdvAcc:[1.000/0.991] +Epoch:[ 31][ 30|469] Time:[0.042/0.016] Loss:[0.003/0.003] AdvLoss:[0.016/0.021] Acc:[1.000/1.000] AdvAcc:[1.000/0.992] +Epoch:[ 31][ 40|469] Time:[0.039/0.015] Loss:[0.003/0.003] AdvLoss:[0.025/0.020] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 31][ 50|469] Time:[0.043/0.018] Loss:[0.001/0.002] AdvLoss:[0.005/0.020] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 31][ 60|469] Time:[0.042/0.019] Loss:[0.001/0.002] AdvLoss:[0.008/0.020] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 31][ 70|469] Time:[0.041/0.019] Loss:[0.006/0.003] AdvLoss:[0.040/0.020] Acc:[1.000/1.000] AdvAcc:[0.977/0.993] +Epoch:[ 31][ 80|469] Time:[0.041/0.018] Loss:[0.002/0.003] AdvLoss:[0.008/0.021] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 31][ 90|469] Time:[0.039/0.017] Loss:[0.006/0.003] AdvLoss:[0.047/0.022] Acc:[1.000/1.000] AdvAcc:[0.984/0.993] +Epoch:[ 31][100|469] Time:[0.037/0.015] Loss:[0.082/0.007] AdvLoss:[0.155/0.023] Acc:[0.992/1.000] AdvAcc:[0.961/0.992] +Epoch:[ 31][110|469] Time:[0.041/0.019] Loss:[0.002/0.007] AdvLoss:[0.018/0.023] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 31][120|469] Time:[0.041/0.017] Loss:[0.002/0.007] AdvLoss:[0.008/0.023] Acc:[1.000/1.000] AdvAcc:[1.000/0.992] +Epoch:[ 31][130|469] Time:[0.042/0.018] Loss:[0.002/0.006] AdvLoss:[0.027/0.023] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 31][140|469] Time:[0.044/0.022] Loss:[0.039/0.007] AdvLoss:[0.054/0.023] Acc:[0.992/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 31][150|469] Time:[0.038/0.015] Loss:[0.007/0.008] AdvLoss:[0.041/0.024] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 31][160|469] Time:[0.037/0.015] Loss:[0.002/0.007] AdvLoss:[0.008/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 31][170|469] Time:[0.041/0.016] Loss:[0.004/0.007] AdvLoss:[0.027/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 31][180|469] Time:[0.042/0.020] Loss:[0.027/0.008] AdvLoss:[0.072/0.025] Acc:[0.992/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 31][190|469] Time:[0.042/0.018] Loss:[0.022/0.008] AdvLoss:[0.054/0.025] Acc:[0.992/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 31][200|469] Time:[0.040/0.018] Loss:[0.002/0.008] AdvLoss:[0.009/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 31][210|469] Time:[0.040/0.017] Loss:[0.003/0.008] AdvLoss:[0.014/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 31][220|469] Time:[0.039/0.015] Loss:[0.008/0.008] AdvLoss:[0.041/0.025] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 31][230|469] Time:[0.045/0.019] Loss:[0.008/0.008] AdvLoss:[0.046/0.025] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 31][240|469] Time:[0.041/0.018] Loss:[0.002/0.007] AdvLoss:[0.012/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 31][250|469] Time:[0.041/0.019] Loss:[0.005/0.007] AdvLoss:[0.020/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 31][260|469] Time:[0.043/0.018] Loss:[0.013/0.007] AdvLoss:[0.049/0.025] Acc:[0.992/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 31][270|469] Time:[0.043/0.019] Loss:[0.005/0.008] AdvLoss:[0.019/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 31][280|469] Time:[0.042/0.018] Loss:[0.009/0.008] AdvLoss:[0.038/0.024] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 31][290|469] Time:[0.041/0.018] Loss:[0.005/0.008] AdvLoss:[0.043/0.024] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 31][300|469] Time:[0.041/0.021] Loss:[0.003/0.007] AdvLoss:[0.026/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 31][310|469] Time:[0.042/0.022] Loss:[0.012/0.007] AdvLoss:[0.050/0.025] Acc:[0.992/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 31][320|469] Time:[0.041/0.020] Loss:[0.009/0.008] AdvLoss:[0.034/0.025] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 31][330|469] Time:[0.041/0.018] Loss:[0.003/0.007] AdvLoss:[0.019/0.025] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 31][340|469] Time:[0.038/0.017] Loss:[0.008/0.007] AdvLoss:[0.062/0.025] Acc:[1.000/0.999] AdvAcc:[0.977/0.992] +Epoch:[ 31][350|469] Time:[0.040/0.015] Loss:[0.019/0.007] AdvLoss:[0.070/0.025] Acc:[0.992/0.999] AdvAcc:[0.977/0.992] +Epoch:[ 31][360|469] Time:[0.039/0.016] Loss:[0.002/0.008] AdvLoss:[0.012/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 31][370|469] Time:[0.039/0.015] Loss:[0.005/0.008] AdvLoss:[0.047/0.026] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 31][380|469] Time:[0.040/0.015] Loss:[0.003/0.008] AdvLoss:[0.021/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 31][390|469] Time:[0.038/0.015] Loss:[0.001/0.008] AdvLoss:[0.007/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 31][400|469] Time:[0.038/0.015] Loss:[0.004/0.007] AdvLoss:[0.033/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 31][410|469] Time:[0.042/0.018] Loss:[0.002/0.007] AdvLoss:[0.008/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 31][420|469] Time:[0.043/0.018] Loss:[0.003/0.007] AdvLoss:[0.012/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 31][430|469] Time:[0.042/0.018] Loss:[0.003/0.007] AdvLoss:[0.020/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 31][440|469] Time:[0.039/0.014] Loss:[0.004/0.007] AdvLoss:[0.036/0.025] Acc:[1.000/0.999] AdvAcc:[0.977/0.992] +Epoch:[ 31][450|469] Time:[0.037/0.015] Loss:[0.005/0.007] AdvLoss:[0.047/0.025] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 31][460|469] Time:[0.039/0.016] Loss:[0.019/0.007] AdvLoss:[0.044/0.025] Acc:[0.992/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 32][ 10|469] Time:[0.039/0.018] Loss:[0.001/0.002] AdvLoss:[0.006/0.018] Acc:[1.000/1.000] AdvAcc:[1.000/0.996] +Epoch:[ 32][ 20|469] Time:[0.040/0.016] Loss:[0.000/0.002] AdvLoss:[0.001/0.016] Acc:[1.000/1.000] AdvAcc:[1.000/0.996] +Epoch:[ 32][ 30|469] Time:[0.040/0.015] Loss:[0.012/0.003] AdvLoss:[0.050/0.018] Acc:[0.992/0.999] AdvAcc:[0.984/0.995] +Epoch:[ 32][ 40|469] Time:[0.040/0.015] Loss:[0.005/0.003] AdvLoss:[0.030/0.019] Acc:[1.000/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 32][ 50|469] Time:[0.043/0.018] Loss:[0.007/0.004] AdvLoss:[0.040/0.022] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 32][ 60|469] Time:[0.040/0.017] Loss:[0.001/0.004] AdvLoss:[0.005/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 32][ 70|469] Time:[0.042/0.017] Loss:[0.003/0.003] AdvLoss:[0.027/0.023] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 32][ 80|469] Time:[0.041/0.018] Loss:[0.021/0.005] AdvLoss:[0.065/0.023] Acc:[0.992/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 32][ 90|469] Time:[0.040/0.018] Loss:[0.007/0.005] AdvLoss:[0.039/0.023] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 32][100|469] Time:[0.038/0.015] Loss:[0.004/0.004] AdvLoss:[0.024/0.022] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 32][110|469] Time:[0.040/0.019] Loss:[0.001/0.004] AdvLoss:[0.005/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 32][120|469] Time:[0.041/0.020] Loss:[0.001/0.004] AdvLoss:[0.006/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 32][130|469] Time:[0.041/0.018] Loss:[0.002/0.004] AdvLoss:[0.017/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 32][140|469] Time:[0.041/0.014] Loss:[0.108/0.008] AdvLoss:[0.141/0.022] Acc:[0.992/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 32][150|469] Time:[0.038/0.015] Loss:[0.002/0.007] AdvLoss:[0.016/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 32][160|469] Time:[0.039/0.015] Loss:[0.007/0.007] AdvLoss:[0.023/0.021] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 32][170|469] Time:[0.040/0.018] Loss:[0.002/0.007] AdvLoss:[0.034/0.021] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 32][180|469] Time:[0.036/0.016] Loss:[0.003/0.007] AdvLoss:[0.025/0.022] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 32][190|469] Time:[0.040/0.017] Loss:[0.004/0.007] AdvLoss:[0.020/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 32][200|469] Time:[0.038/0.014] Loss:[0.002/0.007] AdvLoss:[0.014/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 32][210|469] Time:[0.041/0.019] Loss:[0.019/0.007] AdvLoss:[0.055/0.023] Acc:[0.992/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 32][220|469] Time:[0.040/0.015] Loss:[0.005/0.007] AdvLoss:[0.017/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 32][230|469] Time:[0.040/0.017] Loss:[0.003/0.007] AdvLoss:[0.015/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 32][240|469] Time:[0.041/0.019] Loss:[0.003/0.008] AdvLoss:[0.029/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 32][250|469] Time:[0.036/0.014] Loss:[0.002/0.008] AdvLoss:[0.006/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 32][260|469] Time:[0.043/0.018] Loss:[0.004/0.007] AdvLoss:[0.020/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 32][270|469] Time:[0.040/0.016] Loss:[0.002/0.007] AdvLoss:[0.010/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 32][280|469] Time:[0.039/0.018] Loss:[0.004/0.007] AdvLoss:[0.029/0.024] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 32][290|469] Time:[0.043/0.019] Loss:[0.013/0.007] AdvLoss:[0.067/0.025] Acc:[0.992/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 32][300|469] Time:[0.040/0.014] Loss:[0.005/0.007] AdvLoss:[0.024/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 32][310|469] Time:[0.042/0.019] Loss:[0.002/0.007] AdvLoss:[0.009/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 32][320|469] Time:[0.042/0.018] Loss:[0.028/0.007] AdvLoss:[0.056/0.024] Acc:[0.992/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 32][330|469] Time:[0.040/0.018] Loss:[0.002/0.007] AdvLoss:[0.022/0.024] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 32][340|469] Time:[0.042/0.019] Loss:[0.006/0.007] AdvLoss:[0.054/0.025] Acc:[1.000/0.999] AdvAcc:[0.977/0.992] +Epoch:[ 32][350|469] Time:[0.040/0.022] Loss:[0.001/0.007] AdvLoss:[0.013/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 32][360|469] Time:[0.042/0.020] Loss:[0.006/0.007] AdvLoss:[0.016/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 32][370|469] Time:[0.038/0.015] Loss:[0.007/0.007] AdvLoss:[0.026/0.025] Acc:[0.992/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 32][380|469] Time:[0.042/0.015] Loss:[0.006/0.007] AdvLoss:[0.031/0.025] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 32][390|469] Time:[0.044/0.018] Loss:[0.008/0.007] AdvLoss:[0.040/0.026] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 32][400|469] Time:[0.040/0.017] Loss:[0.003/0.007] AdvLoss:[0.022/0.026] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 32][410|469] Time:[0.039/0.016] Loss:[0.002/0.007] AdvLoss:[0.014/0.026] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 32][420|469] Time:[0.042/0.017] Loss:[0.006/0.007] AdvLoss:[0.040/0.026] Acc:[1.000/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 32][430|469] Time:[0.043/0.018] Loss:[0.009/0.007] AdvLoss:[0.041/0.027] Acc:[1.000/0.999] AdvAcc:[0.969/0.991] +Epoch:[ 32][440|469] Time:[0.040/0.016] Loss:[0.006/0.007] AdvLoss:[0.037/0.027] Acc:[1.000/0.999] AdvAcc:[0.977/0.991] +Epoch:[ 32][450|469] Time:[0.040/0.015] Loss:[0.021/0.007] AdvLoss:[0.100/0.027] Acc:[0.984/0.999] AdvAcc:[0.969/0.991] +Epoch:[ 32][460|469] Time:[0.039/0.016] Loss:[0.034/0.007] AdvLoss:[0.079/0.027] Acc:[0.984/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 33][ 10|469] Time:[0.041/0.019] Loss:[0.005/0.003] AdvLoss:[0.022/0.025] Acc:[1.000/1.000] AdvAcc:[0.992/0.991] +Epoch:[ 33][ 20|469] Time:[0.037/0.014] Loss:[0.024/0.010] AdvLoss:[0.061/0.029] Acc:[0.992/0.998] AdvAcc:[0.984/0.991] +Epoch:[ 33][ 30|469] Time:[0.042/0.017] Loss:[0.002/0.007] AdvLoss:[0.008/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 33][ 40|469] Time:[0.043/0.018] Loss:[0.001/0.006] AdvLoss:[0.011/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 33][ 50|469] Time:[0.043/0.017] Loss:[0.011/0.006] AdvLoss:[0.038/0.021] Acc:[0.992/0.998] AdvAcc:[0.992/0.994] +Epoch:[ 33][ 60|469] Time:[0.044/0.020] Loss:[0.001/0.005] AdvLoss:[0.007/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.994] +Epoch:[ 33][ 70|469] Time:[0.040/0.018] Loss:[0.002/0.006] AdvLoss:[0.009/0.021] Acc:[1.000/0.998] AdvAcc:[1.000/0.994] +Epoch:[ 33][ 80|469] Time:[0.042/0.018] Loss:[0.003/0.005] AdvLoss:[0.016/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.994] +Epoch:[ 33][ 90|469] Time:[0.042/0.019] Loss:[0.011/0.006] AdvLoss:[0.032/0.023] Acc:[0.992/0.998] AdvAcc:[0.984/0.993] +Epoch:[ 33][100|469] Time:[0.042/0.018] Loss:[0.001/0.005] AdvLoss:[0.007/0.022] Acc:[1.000/0.998] AdvAcc:[1.000/0.994] +Epoch:[ 33][110|469] Time:[0.043/0.018] Loss:[0.002/0.005] AdvLoss:[0.009/0.023] Acc:[1.000/0.998] AdvAcc:[1.000/0.993] +Epoch:[ 33][120|469] Time:[0.034/0.014] Loss:[0.001/0.005] AdvLoss:[0.002/0.023] Acc:[1.000/0.998] AdvAcc:[1.000/0.993] +Epoch:[ 33][130|469] Time:[0.041/0.015] Loss:[0.001/0.005] AdvLoss:[0.013/0.023] Acc:[1.000/0.998] AdvAcc:[0.992/0.993] +Epoch:[ 33][140|469] Time:[0.049/0.021] Loss:[0.001/0.005] AdvLoss:[0.004/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 33][150|469] Time:[0.038/0.015] Loss:[0.003/0.005] AdvLoss:[0.024/0.023] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 33][160|469] Time:[0.038/0.016] Loss:[0.003/0.005] AdvLoss:[0.020/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 33][170|469] Time:[0.041/0.018] Loss:[0.006/0.005] AdvLoss:[0.053/0.024] Acc:[1.000/0.999] AdvAcc:[0.977/0.992] +Epoch:[ 33][180|469] Time:[0.039/0.015] Loss:[0.003/0.005] AdvLoss:[0.018/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 33][190|469] Time:[0.039/0.015] Loss:[0.001/0.005] AdvLoss:[0.008/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 33][200|469] Time:[0.041/0.015] Loss:[0.002/0.005] AdvLoss:[0.010/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 33][210|469] Time:[0.041/0.018] Loss:[0.026/0.005] AdvLoss:[0.082/0.025] Acc:[0.984/0.998] AdvAcc:[0.969/0.992] +Epoch:[ 33][220|469] Time:[0.040/0.015] Loss:[0.001/0.005] AdvLoss:[0.006/0.025] Acc:[1.000/0.998] AdvAcc:[1.000/0.992] +Epoch:[ 33][230|469] Time:[0.039/0.015] Loss:[0.002/0.005] AdvLoss:[0.018/0.025] Acc:[1.000/0.998] AdvAcc:[0.992/0.992] +Epoch:[ 33][240|469] Time:[0.041/0.018] Loss:[0.010/0.005] AdvLoss:[0.068/0.025] Acc:[0.992/0.998] AdvAcc:[0.969/0.992] +Epoch:[ 33][250|469] Time:[0.038/0.015] Loss:[0.048/0.006] AdvLoss:[0.103/0.026] Acc:[0.984/0.998] AdvAcc:[0.977/0.992] +Epoch:[ 33][260|469] Time:[0.040/0.021] Loss:[0.018/0.006] AdvLoss:[0.045/0.026] Acc:[0.992/0.998] AdvAcc:[0.984/0.992] +Epoch:[ 33][270|469] Time:[0.041/0.019] Loss:[0.004/0.006] AdvLoss:[0.016/0.026] Acc:[1.000/0.998] AdvAcc:[1.000/0.992] +Epoch:[ 33][280|469] Time:[0.041/0.018] Loss:[0.011/0.006] AdvLoss:[0.039/0.026] Acc:[0.992/0.998] AdvAcc:[0.992/0.992] +Epoch:[ 33][290|469] Time:[0.038/0.015] Loss:[0.006/0.007] AdvLoss:[0.037/0.026] Acc:[1.000/0.998] AdvAcc:[0.977/0.992] +Epoch:[ 33][300|469] Time:[0.038/0.015] Loss:[0.008/0.007] AdvLoss:[0.037/0.026] Acc:[1.000/0.998] AdvAcc:[0.984/0.991] +Epoch:[ 33][310|469] Time:[0.038/0.015] Loss:[0.002/0.007] AdvLoss:[0.010/0.026] Acc:[1.000/0.998] AdvAcc:[1.000/0.992] +Epoch:[ 33][320|469] Time:[0.042/0.016] Loss:[0.001/0.007] AdvLoss:[0.011/0.026] Acc:[1.000/0.998] AdvAcc:[0.992/0.992] +Epoch:[ 33][330|469] Time:[0.037/0.015] Loss:[0.003/0.007] AdvLoss:[0.009/0.026] Acc:[1.000/0.998] AdvAcc:[1.000/0.992] +Epoch:[ 33][340|469] Time:[0.043/0.019] Loss:[0.002/0.006] AdvLoss:[0.010/0.026] Acc:[1.000/0.998] AdvAcc:[1.000/0.992] +Epoch:[ 33][350|469] Time:[0.040/0.014] Loss:[0.004/0.006] AdvLoss:[0.022/0.026] Acc:[1.000/0.998] AdvAcc:[0.984/0.992] +Epoch:[ 33][360|469] Time:[0.042/0.017] Loss:[0.002/0.006] AdvLoss:[0.018/0.026] Acc:[1.000/0.998] AdvAcc:[0.992/0.992] +Epoch:[ 33][370|469] Time:[0.039/0.018] Loss:[0.009/0.006] AdvLoss:[0.057/0.026] Acc:[1.000/0.998] AdvAcc:[0.984/0.992] +Epoch:[ 33][380|469] Time:[0.039/0.015] Loss:[0.005/0.006] AdvLoss:[0.029/0.027] Acc:[1.000/0.998] AdvAcc:[0.992/0.991] +Epoch:[ 33][390|469] Time:[0.041/0.018] Loss:[0.002/0.006] AdvLoss:[0.012/0.027] Acc:[1.000/0.998] AdvAcc:[1.000/0.991] +Epoch:[ 33][400|469] Time:[0.043/0.018] Loss:[0.007/0.006] AdvLoss:[0.051/0.027] Acc:[1.000/0.998] AdvAcc:[0.977/0.991] +Epoch:[ 33][410|469] Time:[0.040/0.015] Loss:[0.012/0.007] AdvLoss:[0.059/0.027] Acc:[0.992/0.998] AdvAcc:[0.984/0.991] +Epoch:[ 33][420|469] Time:[0.041/0.018] Loss:[0.005/0.007] AdvLoss:[0.019/0.028] Acc:[1.000/0.998] AdvAcc:[0.992/0.991] +Epoch:[ 33][430|469] Time:[0.042/0.018] Loss:[0.003/0.007] AdvLoss:[0.018/0.028] Acc:[1.000/0.998] AdvAcc:[1.000/0.991] +Epoch:[ 33][440|469] Time:[0.040/0.018] Loss:[0.001/0.006] AdvLoss:[0.003/0.028] Acc:[1.000/0.998] AdvAcc:[1.000/0.991] +Epoch:[ 33][450|469] Time:[0.038/0.014] Loss:[0.010/0.007] AdvLoss:[0.060/0.028] Acc:[1.000/0.998] AdvAcc:[0.969/0.991] +Epoch:[ 33][460|469] Time:[0.042/0.018] Loss:[0.002/0.006] AdvLoss:[0.012/0.028] Acc:[1.000/0.998] AdvAcc:[1.000/0.991] +Epoch:[ 34][ 10|469] Time:[0.040/0.016] Loss:[0.003/0.004] AdvLoss:[0.014/0.026] Acc:[1.000/1.000] AdvAcc:[1.000/0.992] +Epoch:[ 34][ 20|469] Time:[0.039/0.015] Loss:[0.001/0.004] AdvLoss:[0.003/0.025] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 34][ 30|469] Time:[0.038/0.016] Loss:[0.004/0.003] AdvLoss:[0.021/0.023] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 34][ 40|469] Time:[0.043/0.019] Loss:[0.002/0.003] AdvLoss:[0.008/0.020] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 34][ 50|469] Time:[0.043/0.017] Loss:[0.001/0.003] AdvLoss:[0.019/0.020] Acc:[1.000/1.000] AdvAcc:[0.984/0.994] +Epoch:[ 34][ 60|469] Time:[0.042/0.017] Loss:[0.001/0.003] AdvLoss:[0.005/0.020] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 34][ 70|469] Time:[0.042/0.018] Loss:[0.002/0.002] AdvLoss:[0.010/0.019] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 34][ 80|469] Time:[0.044/0.018] Loss:[0.000/0.002] AdvLoss:[0.003/0.018] Acc:[1.000/1.000] AdvAcc:[1.000/0.995] +Epoch:[ 34][ 90|469] Time:[0.043/0.017] Loss:[0.002/0.004] AdvLoss:[0.028/0.019] Acc:[1.000/1.000] AdvAcc:[0.992/0.994] +Epoch:[ 34][100|469] Time:[0.038/0.016] Loss:[0.001/0.004] AdvLoss:[0.009/0.019] Acc:[1.000/1.000] AdvAcc:[1.000/0.995] +Epoch:[ 34][110|469] Time:[0.042/0.018] Loss:[0.004/0.004] AdvLoss:[0.013/0.020] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 34][120|469] Time:[0.040/0.018] Loss:[0.002/0.004] AdvLoss:[0.011/0.020] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 34][130|469] Time:[0.038/0.015] Loss:[0.001/0.004] AdvLoss:[0.007/0.019] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 34][140|469] Time:[0.043/0.018] Loss:[0.004/0.004] AdvLoss:[0.024/0.019] Acc:[1.000/1.000] AdvAcc:[0.992/0.994] +Epoch:[ 34][150|469] Time:[0.043/0.023] Loss:[0.002/0.004] AdvLoss:[0.018/0.019] Acc:[1.000/1.000] AdvAcc:[0.984/0.994] +Epoch:[ 34][160|469] Time:[0.042/0.017] Loss:[0.001/0.003] AdvLoss:[0.003/0.019] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 34][170|469] Time:[0.040/0.018] Loss:[0.003/0.003] AdvLoss:[0.012/0.019] Acc:[1.000/1.000] AdvAcc:[0.992/0.994] +Epoch:[ 34][180|469] Time:[0.041/0.018] Loss:[0.002/0.003] AdvLoss:[0.005/0.019] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 34][190|469] Time:[0.042/0.020] Loss:[0.002/0.003] AdvLoss:[0.012/0.019] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 34][200|469] Time:[0.041/0.018] Loss:[0.081/0.006] AdvLoss:[0.128/0.020] Acc:[0.992/0.999] AdvAcc:[0.977/0.994] +Epoch:[ 34][210|469] Time:[0.043/0.018] Loss:[0.004/0.006] AdvLoss:[0.022/0.020] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 34][220|469] Time:[0.041/0.018] Loss:[0.001/0.006] AdvLoss:[0.002/0.020] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 34][230|469] Time:[0.039/0.015] Loss:[0.002/0.006] AdvLoss:[0.014/0.020] Acc:[1.000/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 34][240|469] Time:[0.037/0.015] Loss:[0.003/0.006] AdvLoss:[0.026/0.020] Acc:[1.000/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 34][250|469] Time:[0.042/0.017] Loss:[0.001/0.005] AdvLoss:[0.006/0.020] Acc:[1.000/0.999] AdvAcc:[1.000/0.994] +Epoch:[ 34][260|469] Time:[0.041/0.018] Loss:[0.002/0.005] AdvLoss:[0.013/0.020] Acc:[1.000/0.999] AdvAcc:[1.000/0.994] +Epoch:[ 34][270|469] Time:[0.040/0.015] Loss:[0.018/0.006] AdvLoss:[0.046/0.020] Acc:[0.992/0.999] AdvAcc:[0.984/0.994] +Epoch:[ 34][280|469] Time:[0.041/0.018] Loss:[0.002/0.006] AdvLoss:[0.010/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 34][290|469] Time:[0.039/0.016] Loss:[0.002/0.006] AdvLoss:[0.017/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 34][300|469] Time:[0.041/0.018] Loss:[0.005/0.006] AdvLoss:[0.024/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 34][310|469] Time:[0.038/0.015] Loss:[0.004/0.006] AdvLoss:[0.030/0.021] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 34][320|469] Time:[0.041/0.018] Loss:[0.013/0.006] AdvLoss:[0.052/0.022] Acc:[0.992/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 34][330|469] Time:[0.042/0.018] Loss:[0.002/0.006] AdvLoss:[0.012/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 34][340|469] Time:[0.041/0.018] Loss:[0.001/0.006] AdvLoss:[0.009/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 34][350|469] Time:[0.038/0.016] Loss:[0.003/0.006] AdvLoss:[0.017/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 34][360|469] Time:[0.039/0.014] Loss:[0.003/0.006] AdvLoss:[0.021/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 34][370|469] Time:[0.041/0.018] Loss:[0.002/0.006] AdvLoss:[0.012/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 34][380|469] Time:[0.039/0.014] Loss:[0.002/0.006] AdvLoss:[0.008/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 34][390|469] Time:[0.040/0.015] Loss:[0.027/0.006] AdvLoss:[0.075/0.022] Acc:[0.984/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 34][400|469] Time:[0.038/0.016] Loss:[0.001/0.006] AdvLoss:[0.004/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 34][410|469] Time:[0.044/0.022] Loss:[0.010/0.006] AdvLoss:[0.035/0.022] Acc:[0.992/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 34][420|469] Time:[0.048/0.029] Loss:[0.004/0.006] AdvLoss:[0.026/0.022] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 34][430|469] Time:[0.040/0.020] Loss:[0.001/0.006] AdvLoss:[0.004/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 34][440|469] Time:[0.041/0.018] Loss:[0.001/0.006] AdvLoss:[0.005/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 34][450|469] Time:[0.043/0.018] Loss:[0.002/0.006] AdvLoss:[0.009/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 34][460|469] Time:[0.043/0.018] Loss:[0.005/0.006] AdvLoss:[0.029/0.023] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +epoch 34 evaluated +natural accuracy: 0.9906 +adversarial accuracy: 0.9817 +Epoch:[ 35][ 10|469] Time:[0.039/0.015] Loss:[0.008/0.010] AdvLoss:[0.028/0.034] Acc:[1.000/1.000] AdvAcc:[0.992/0.988] +Epoch:[ 35][ 20|469] Time:[0.042/0.018] Loss:[0.003/0.007] AdvLoss:[0.017/0.029] Acc:[1.000/1.000] AdvAcc:[0.992/0.989] +Epoch:[ 35][ 30|469] Time:[0.043/0.017] Loss:[0.004/0.006] AdvLoss:[0.014/0.025] Acc:[1.000/1.000] AdvAcc:[1.000/0.991] +Epoch:[ 35][ 40|469] Time:[0.041/0.018] Loss:[0.003/0.005] AdvLoss:[0.013/0.022] Acc:[1.000/1.000] AdvAcc:[1.000/0.992] +Epoch:[ 35][ 50|469] Time:[0.038/0.015] Loss:[0.001/0.005] AdvLoss:[0.014/0.021] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 35][ 60|469] Time:[0.040/0.015] Loss:[0.001/0.004] AdvLoss:[0.004/0.019] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 35][ 70|469] Time:[0.038/0.015] Loss:[0.005/0.004] AdvLoss:[0.048/0.019] Acc:[1.000/1.000] AdvAcc:[0.984/0.993] +Epoch:[ 35][ 80|469] Time:[0.038/0.015] Loss:[0.002/0.004] AdvLoss:[0.013/0.019] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 35][ 90|469] Time:[0.043/0.018] Loss:[0.001/0.003] AdvLoss:[0.005/0.019] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 35][100|469] Time:[0.039/0.016] Loss:[0.003/0.003] AdvLoss:[0.026/0.019] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 35][110|469] Time:[0.037/0.015] Loss:[0.002/0.003] AdvLoss:[0.014/0.019] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 35][120|469] Time:[0.041/0.021] Loss:[0.002/0.003] AdvLoss:[0.010/0.019] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 35][130|469] Time:[0.040/0.018] Loss:[0.002/0.003] AdvLoss:[0.010/0.020] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 35][140|469] Time:[0.038/0.015] Loss:[0.006/0.003] AdvLoss:[0.027/0.021] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 35][150|469] Time:[0.041/0.016] Loss:[0.012/0.004] AdvLoss:[0.045/0.022] Acc:[0.992/1.000] AdvAcc:[0.984/0.993] +Epoch:[ 35][160|469] Time:[0.038/0.015] Loss:[0.006/0.004] AdvLoss:[0.034/0.022] Acc:[1.000/1.000] AdvAcc:[0.984/0.992] +Epoch:[ 35][170|469] Time:[0.040/0.016] Loss:[0.004/0.004] AdvLoss:[0.015/0.022] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 35][180|469] Time:[0.038/0.015] Loss:[0.001/0.003] AdvLoss:[0.007/0.022] Acc:[1.000/1.000] AdvAcc:[1.000/0.992] +Epoch:[ 35][190|469] Time:[0.039/0.015] Loss:[0.014/0.004] AdvLoss:[0.042/0.022] Acc:[0.992/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 35][200|469] Time:[0.038/0.015] Loss:[0.006/0.004] AdvLoss:[0.032/0.023] Acc:[1.000/1.000] AdvAcc:[0.984/0.992] +Epoch:[ 35][210|469] Time:[0.043/0.018] Loss:[0.005/0.005] AdvLoss:[0.019/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 35][220|469] Time:[0.042/0.017] Loss:[0.002/0.005] AdvLoss:[0.010/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 35][230|469] Time:[0.041/0.018] Loss:[0.004/0.005] AdvLoss:[0.029/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 35][240|469] Time:[0.041/0.018] Loss:[0.014/0.005] AdvLoss:[0.047/0.024] Acc:[0.992/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 35][250|469] Time:[0.039/0.017] Loss:[0.005/0.005] AdvLoss:[0.017/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 35][260|469] Time:[0.041/0.018] Loss:[0.010/0.005] AdvLoss:[0.041/0.024] Acc:[0.992/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 35][270|469] Time:[0.043/0.018] Loss:[0.004/0.005] AdvLoss:[0.018/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 35][280|469] Time:[0.040/0.016] Loss:[0.015/0.005] AdvLoss:[0.033/0.024] Acc:[0.992/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 35][290|469] Time:[0.042/0.017] Loss:[0.005/0.005] AdvLoss:[0.030/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 35][300|469] Time:[0.036/0.015] Loss:[0.001/0.005] AdvLoss:[0.006/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 35][310|469] Time:[0.041/0.018] Loss:[0.004/0.005] AdvLoss:[0.033/0.024] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 35][320|469] Time:[0.041/0.018] Loss:[0.006/0.005] AdvLoss:[0.033/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 35][330|469] Time:[0.042/0.017] Loss:[0.001/0.005] AdvLoss:[0.006/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 35][340|469] Time:[0.043/0.017] Loss:[0.003/0.005] AdvLoss:[0.027/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 35][350|469] Time:[0.042/0.022] Loss:[0.038/0.006] AdvLoss:[0.108/0.024] Acc:[0.992/0.999] AdvAcc:[0.961/0.992] +Epoch:[ 35][360|469] Time:[0.037/0.015] Loss:[0.001/0.006] AdvLoss:[0.005/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 35][370|469] Time:[0.041/0.019] Loss:[0.005/0.006] AdvLoss:[0.038/0.024] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 35][380|469] Time:[0.042/0.018] Loss:[0.003/0.006] AdvLoss:[0.008/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 35][390|469] Time:[0.043/0.019] Loss:[0.011/0.006] AdvLoss:[0.034/0.025] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 35][400|469] Time:[0.041/0.018] Loss:[0.010/0.006] AdvLoss:[0.038/0.025] Acc:[0.992/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 35][410|469] Time:[0.042/0.017] Loss:[0.003/0.006] AdvLoss:[0.019/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 35][420|469] Time:[0.037/0.018] Loss:[0.002/0.006] AdvLoss:[0.010/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 35][430|469] Time:[0.043/0.018] Loss:[0.008/0.006] AdvLoss:[0.033/0.026] Acc:[1.000/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 35][440|469] Time:[0.037/0.016] Loss:[0.004/0.006] AdvLoss:[0.026/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 35][450|469] Time:[0.042/0.018] Loss:[0.002/0.006] AdvLoss:[0.006/0.026] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 35][460|469] Time:[0.042/0.019] Loss:[0.003/0.006] AdvLoss:[0.012/0.026] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 36][ 10|469] Time:[0.041/0.019] Loss:[0.018/0.011] AdvLoss:[0.061/0.030] Acc:[0.992/0.996] AdvAcc:[0.977/0.991] +Epoch:[ 36][ 20|469] Time:[0.043/0.018] Loss:[0.003/0.009] AdvLoss:[0.009/0.026] Acc:[1.000/0.998] AdvAcc:[1.000/0.992] +Epoch:[ 36][ 30|469] Time:[0.044/0.020] Loss:[0.001/0.007] AdvLoss:[0.005/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 36][ 40|469] Time:[0.039/0.015] Loss:[0.009/0.006] AdvLoss:[0.048/0.024] Acc:[1.000/0.999] AdvAcc:[0.977/0.991] +Epoch:[ 36][ 50|469] Time:[0.041/0.018] Loss:[0.002/0.005] AdvLoss:[0.023/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 36][ 60|469] Time:[0.039/0.017] Loss:[0.003/0.005] AdvLoss:[0.027/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 36][ 70|469] Time:[0.041/0.019] Loss:[0.003/0.004] AdvLoss:[0.016/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 36][ 80|469] Time:[0.040/0.018] Loss:[0.002/0.004] AdvLoss:[0.007/0.023] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 36][ 90|469] Time:[0.037/0.015] Loss:[0.001/0.004] AdvLoss:[0.002/0.023] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 36][100|469] Time:[0.040/0.014] Loss:[0.000/0.004] AdvLoss:[0.003/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 36][110|469] Time:[0.038/0.016] Loss:[0.004/0.004] AdvLoss:[0.021/0.023] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 36][120|469] Time:[0.041/0.019] Loss:[0.004/0.004] AdvLoss:[0.018/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 36][130|469] Time:[0.042/0.020] Loss:[0.001/0.004] AdvLoss:[0.006/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 36][140|469] Time:[0.040/0.014] Loss:[0.010/0.005] AdvLoss:[0.049/0.023] Acc:[0.992/0.999] AdvAcc:[0.977/0.993] +Epoch:[ 36][150|469] Time:[0.040/0.016] Loss:[0.069/0.007] AdvLoss:[0.142/0.024] Acc:[0.984/0.998] AdvAcc:[0.969/0.992] +Epoch:[ 36][160|469] Time:[0.041/0.018] Loss:[0.014/0.007] AdvLoss:[0.068/0.024] Acc:[0.992/0.998] AdvAcc:[0.969/0.992] +Epoch:[ 36][170|469] Time:[0.037/0.018] Loss:[0.007/0.007] AdvLoss:[0.046/0.025] Acc:[1.000/0.998] AdvAcc:[0.977/0.992] +Epoch:[ 36][180|469] Time:[0.038/0.014] Loss:[0.002/0.007] AdvLoss:[0.013/0.024] Acc:[1.000/0.998] AdvAcc:[1.000/0.992] +Epoch:[ 36][190|469] Time:[0.039/0.021] Loss:[0.013/0.007] AdvLoss:[0.062/0.025] Acc:[0.992/0.998] AdvAcc:[0.984/0.992] +Epoch:[ 36][200|469] Time:[0.040/0.016] Loss:[0.004/0.007] AdvLoss:[0.032/0.024] Acc:[1.000/0.998] AdvAcc:[0.984/0.992] +Epoch:[ 36][210|469] Time:[0.038/0.015] Loss:[0.002/0.006] AdvLoss:[0.008/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 36][220|469] Time:[0.038/0.015] Loss:[0.010/0.006] AdvLoss:[0.061/0.025] Acc:[1.000/0.999] AdvAcc:[0.969/0.992] +Epoch:[ 36][230|469] Time:[0.043/0.018] Loss:[0.002/0.006] AdvLoss:[0.009/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 36][240|469] Time:[0.042/0.018] Loss:[0.002/0.006] AdvLoss:[0.045/0.025] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 36][250|469] Time:[0.038/0.015] Loss:[0.003/0.006] AdvLoss:[0.018/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 36][260|469] Time:[0.038/0.016] Loss:[0.002/0.006] AdvLoss:[0.013/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 36][270|469] Time:[0.039/0.016] Loss:[0.016/0.006] AdvLoss:[0.053/0.025] Acc:[0.992/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 36][280|469] Time:[0.040/0.019] Loss:[0.009/0.006] AdvLoss:[0.042/0.025] Acc:[1.000/0.998] AdvAcc:[0.992/0.992] +Epoch:[ 36][290|469] Time:[0.042/0.018] Loss:[0.002/0.006] AdvLoss:[0.010/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 36][300|469] Time:[0.040/0.015] Loss:[0.003/0.006] AdvLoss:[0.014/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 36][310|469] Time:[0.040/0.016] Loss:[0.004/0.006] AdvLoss:[0.011/0.026] Acc:[1.000/0.998] AdvAcc:[1.000/0.992] +Epoch:[ 36][320|469] Time:[0.041/0.018] Loss:[0.005/0.006] AdvLoss:[0.020/0.026] Acc:[1.000/0.998] AdvAcc:[1.000/0.992] +Epoch:[ 36][330|469] Time:[0.042/0.018] Loss:[0.003/0.006] AdvLoss:[0.017/0.026] Acc:[1.000/0.998] AdvAcc:[0.992/0.992] +Epoch:[ 36][340|469] Time:[0.040/0.017] Loss:[0.001/0.006] AdvLoss:[0.005/0.026] Acc:[1.000/0.998] AdvAcc:[1.000/0.992] +Epoch:[ 36][350|469] Time:[0.043/0.020] Loss:[0.002/0.006] AdvLoss:[0.011/0.026] Acc:[1.000/0.998] AdvAcc:[1.000/0.992] +Epoch:[ 36][360|469] Time:[0.039/0.015] Loss:[0.002/0.006] AdvLoss:[0.010/0.026] Acc:[1.000/0.998] AdvAcc:[1.000/0.992] +Epoch:[ 36][370|469] Time:[0.039/0.016] Loss:[0.006/0.006] AdvLoss:[0.034/0.026] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 36][380|469] Time:[0.043/0.020] Loss:[0.009/0.006] AdvLoss:[0.031/0.026] Acc:[0.992/0.998] AdvAcc:[0.992/0.992] +Epoch:[ 36][390|469] Time:[0.037/0.014] Loss:[0.005/0.006] AdvLoss:[0.044/0.026] Acc:[1.000/0.998] AdvAcc:[0.984/0.992] +Epoch:[ 36][400|469] Time:[0.037/0.015] Loss:[0.002/0.006] AdvLoss:[0.006/0.026] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 36][410|469] Time:[0.040/0.015] Loss:[0.005/0.006] AdvLoss:[0.030/0.026] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 36][420|469] Time:[0.040/0.018] Loss:[0.004/0.006] AdvLoss:[0.049/0.026] Acc:[1.000/0.999] AdvAcc:[0.977/0.992] +Epoch:[ 36][430|469] Time:[0.056/0.029] Loss:[0.008/0.006] AdvLoss:[0.028/0.026] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 36][440|469] Time:[0.040/0.015] Loss:[0.002/0.006] AdvLoss:[0.009/0.026] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 36][450|469] Time:[0.043/0.018] Loss:[0.001/0.006] AdvLoss:[0.004/0.026] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 36][460|469] Time:[0.040/0.016] Loss:[0.003/0.006] AdvLoss:[0.009/0.026] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 37][ 10|469] Time:[0.042/0.017] Loss:[0.005/0.004] AdvLoss:[0.051/0.018] Acc:[1.000/1.000] AdvAcc:[0.969/0.993] +Epoch:[ 37][ 20|469] Time:[0.042/0.018] Loss:[0.003/0.004] AdvLoss:[0.010/0.015] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 37][ 30|469] Time:[0.039/0.018] Loss:[0.002/0.005] AdvLoss:[0.024/0.018] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 37][ 40|469] Time:[0.038/0.015] Loss:[0.006/0.005] AdvLoss:[0.034/0.019] Acc:[1.000/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 37][ 50|469] Time:[0.041/0.018] Loss:[0.001/0.004] AdvLoss:[0.006/0.018] Acc:[1.000/0.999] AdvAcc:[1.000/0.994] +Epoch:[ 37][ 60|469] Time:[0.040/0.018] Loss:[0.002/0.004] AdvLoss:[0.010/0.018] Acc:[1.000/0.999] AdvAcc:[1.000/0.994] +Epoch:[ 37][ 70|469] Time:[0.041/0.018] Loss:[0.001/0.004] AdvLoss:[0.004/0.017] Acc:[1.000/0.999] AdvAcc:[1.000/0.994] +Epoch:[ 37][ 80|469] Time:[0.042/0.018] Loss:[0.004/0.004] AdvLoss:[0.023/0.017] Acc:[1.000/1.000] AdvAcc:[0.992/0.994] +Epoch:[ 37][ 90|469] Time:[0.040/0.016] Loss:[0.002/0.003] AdvLoss:[0.011/0.018] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 37][100|469] Time:[0.038/0.015] Loss:[0.002/0.003] AdvLoss:[0.015/0.018] Acc:[1.000/1.000] AdvAcc:[0.992/0.994] +Epoch:[ 37][110|469] Time:[0.041/0.015] Loss:[0.003/0.003] AdvLoss:[0.029/0.019] Acc:[1.000/1.000] AdvAcc:[0.984/0.993] +Epoch:[ 37][120|469] Time:[0.041/0.018] Loss:[0.032/0.004] AdvLoss:[0.072/0.020] Acc:[0.992/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 37][130|469] Time:[0.039/0.015] Loss:[0.003/0.004] AdvLoss:[0.013/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 37][140|469] Time:[0.041/0.021] Loss:[0.003/0.004] AdvLoss:[0.010/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 37][150|469] Time:[0.040/0.018] Loss:[0.002/0.004] AdvLoss:[0.010/0.020] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 37][160|469] Time:[0.040/0.016] Loss:[0.002/0.004] AdvLoss:[0.012/0.021] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 37][170|469] Time:[0.042/0.019] Loss:[0.001/0.004] AdvLoss:[0.015/0.020] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 37][180|469] Time:[0.040/0.018] Loss:[0.017/0.004] AdvLoss:[0.038/0.020] Acc:[0.992/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 37][190|469] Time:[0.041/0.019] Loss:[0.002/0.004] AdvLoss:[0.028/0.020] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 37][200|469] Time:[0.036/0.015] Loss:[0.014/0.004] AdvLoss:[0.039/0.021] Acc:[0.992/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 37][210|469] Time:[0.037/0.015] Loss:[0.003/0.005] AdvLoss:[0.012/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 37][220|469] Time:[0.041/0.019] Loss:[0.002/0.004] AdvLoss:[0.015/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 37][230|469] Time:[0.040/0.019] Loss:[0.001/0.004] AdvLoss:[0.011/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 37][240|469] Time:[0.041/0.018] Loss:[0.076/0.006] AdvLoss:[0.107/0.021] Acc:[0.992/0.999] AdvAcc:[0.977/0.993] +Epoch:[ 37][250|469] Time:[0.043/0.018] Loss:[0.002/0.006] AdvLoss:[0.006/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 37][260|469] Time:[0.040/0.019] Loss:[0.006/0.006] AdvLoss:[0.029/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 37][270|469] Time:[0.042/0.019] Loss:[0.017/0.006] AdvLoss:[0.069/0.022] Acc:[0.992/0.999] AdvAcc:[0.977/0.993] +Epoch:[ 37][280|469] Time:[0.041/0.018] Loss:[0.004/0.006] AdvLoss:[0.017/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 37][290|469] Time:[0.041/0.020] Loss:[0.003/0.006] AdvLoss:[0.022/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 37][300|469] Time:[0.043/0.018] Loss:[0.043/0.006] AdvLoss:[0.088/0.022] Acc:[0.992/0.999] AdvAcc:[0.977/0.993] +Epoch:[ 37][310|469] Time:[0.037/0.014] Loss:[0.003/0.006] AdvLoss:[0.014/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 37][320|469] Time:[0.041/0.015] Loss:[0.006/0.006] AdvLoss:[0.048/0.023] Acc:[1.000/0.999] AdvAcc:[0.977/0.992] +Epoch:[ 37][330|469] Time:[0.041/0.015] Loss:[0.002/0.006] AdvLoss:[0.010/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 37][340|469] Time:[0.041/0.018] Loss:[0.003/0.006] AdvLoss:[0.020/0.023] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 37][350|469] Time:[0.041/0.018] Loss:[0.001/0.006] AdvLoss:[0.006/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 37][360|469] Time:[0.042/0.016] Loss:[0.002/0.006] AdvLoss:[0.021/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 37][370|469] Time:[0.040/0.015] Loss:[0.000/0.006] AdvLoss:[0.003/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 37][380|469] Time:[0.043/0.019] Loss:[0.001/0.006] AdvLoss:[0.017/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 37][390|469] Time:[0.038/0.015] Loss:[0.011/0.006] AdvLoss:[0.046/0.023] Acc:[0.992/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 37][400|469] Time:[0.037/0.015] Loss:[0.012/0.006] AdvLoss:[0.060/0.023] Acc:[0.992/0.999] AdvAcc:[0.977/0.993] +Epoch:[ 37][410|469] Time:[0.037/0.014] Loss:[0.011/0.006] AdvLoss:[0.057/0.023] Acc:[1.000/0.999] AdvAcc:[0.977/0.993] +Epoch:[ 37][420|469] Time:[0.039/0.014] Loss:[0.004/0.006] AdvLoss:[0.038/0.023] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 37][430|469] Time:[0.037/0.015] Loss:[0.003/0.006] AdvLoss:[0.024/0.023] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 37][440|469] Time:[0.040/0.016] Loss:[0.001/0.006] AdvLoss:[0.010/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 37][450|469] Time:[0.041/0.016] Loss:[0.002/0.006] AdvLoss:[0.025/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 37][460|469] Time:[0.030/0.014] Loss:[0.005/0.006] AdvLoss:[0.025/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 38][ 10|469] Time:[0.039/0.019] Loss:[0.008/0.005] AdvLoss:[0.039/0.028] Acc:[1.000/1.000] AdvAcc:[0.984/0.990] +Epoch:[ 38][ 20|469] Time:[0.041/0.018] Loss:[0.002/0.003] AdvLoss:[0.007/0.021] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 38][ 30|469] Time:[0.039/0.015] Loss:[0.005/0.004] AdvLoss:[0.035/0.021] Acc:[1.000/1.000] AdvAcc:[0.984/0.994] +Epoch:[ 38][ 40|469] Time:[0.042/0.017] Loss:[0.002/0.003] AdvLoss:[0.006/0.018] Acc:[1.000/1.000] AdvAcc:[1.000/0.995] +Epoch:[ 38][ 50|469] Time:[0.044/0.018] Loss:[0.009/0.004] AdvLoss:[0.035/0.020] Acc:[1.000/1.000] AdvAcc:[0.984/0.995] +Epoch:[ 38][ 60|469] Time:[0.041/0.018] Loss:[0.003/0.003] AdvLoss:[0.022/0.019] Acc:[1.000/1.000] AdvAcc:[0.992/0.995] +Epoch:[ 38][ 70|469] Time:[0.042/0.017] Loss:[0.002/0.003] AdvLoss:[0.008/0.019] Acc:[1.000/1.000] AdvAcc:[1.000/0.995] +Epoch:[ 38][ 80|469] Time:[0.041/0.018] Loss:[0.003/0.003] AdvLoss:[0.039/0.020] Acc:[1.000/1.000] AdvAcc:[0.984/0.994] +Epoch:[ 38][ 90|469] Time:[0.039/0.014] Loss:[0.001/0.003] AdvLoss:[0.007/0.020] Acc:[1.000/1.000] AdvAcc:[0.992/0.994] +Epoch:[ 38][100|469] Time:[0.039/0.016] Loss:[0.007/0.003] AdvLoss:[0.055/0.019] Acc:[1.000/1.000] AdvAcc:[0.969/0.994] +Epoch:[ 38][110|469] Time:[0.041/0.018] Loss:[0.007/0.003] AdvLoss:[0.047/0.020] Acc:[1.000/1.000] AdvAcc:[0.984/0.994] +Epoch:[ 38][120|469] Time:[0.044/0.020] Loss:[0.001/0.003] AdvLoss:[0.008/0.020] Acc:[1.000/1.000] AdvAcc:[0.992/0.994] +Epoch:[ 38][130|469] Time:[0.038/0.016] Loss:[0.004/0.003] AdvLoss:[0.019/0.020] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 38][140|469] Time:[0.043/0.018] Loss:[0.001/0.003] AdvLoss:[0.007/0.020] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 38][150|469] Time:[0.042/0.019] Loss:[0.005/0.003] AdvLoss:[0.074/0.020] Acc:[1.000/1.000] AdvAcc:[0.969/0.993] +Epoch:[ 38][160|469] Time:[0.042/0.017] Loss:[0.002/0.003] AdvLoss:[0.011/0.019] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 38][170|469] Time:[0.042/0.017] Loss:[0.004/0.003] AdvLoss:[0.037/0.020] Acc:[1.000/1.000] AdvAcc:[0.984/0.994] +Epoch:[ 38][180|469] Time:[0.038/0.015] Loss:[0.004/0.004] AdvLoss:[0.017/0.020] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 38][190|469] Time:[0.039/0.015] Loss:[0.012/0.004] AdvLoss:[0.040/0.020] Acc:[0.992/0.999] AdvAcc:[0.977/0.993] +Epoch:[ 38][200|469] Time:[0.043/0.018] Loss:[0.003/0.004] AdvLoss:[0.009/0.020] Acc:[1.000/0.999] AdvAcc:[1.000/0.994] +Epoch:[ 38][210|469] Time:[0.043/0.017] Loss:[0.001/0.004] AdvLoss:[0.012/0.020] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 38][220|469] Time:[0.042/0.019] Loss:[0.002/0.004] AdvLoss:[0.007/0.020] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 38][230|469] Time:[0.039/0.016] Loss:[0.001/0.004] AdvLoss:[0.002/0.020] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 38][240|469] Time:[0.042/0.018] Loss:[0.004/0.004] AdvLoss:[0.016/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 38][250|469] Time:[0.042/0.018] Loss:[0.014/0.004] AdvLoss:[0.047/0.022] Acc:[0.992/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 38][260|469] Time:[0.040/0.016] Loss:[0.002/0.004] AdvLoss:[0.031/0.022] Acc:[1.000/0.999] AdvAcc:[0.977/0.993] +Epoch:[ 38][270|469] Time:[0.040/0.015] Loss:[0.003/0.004] AdvLoss:[0.012/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 38][280|469] Time:[0.042/0.017] Loss:[0.002/0.004] AdvLoss:[0.010/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 38][290|469] Time:[0.038/0.016] Loss:[0.002/0.004] AdvLoss:[0.014/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 38][300|469] Time:[0.039/0.017] Loss:[0.001/0.004] AdvLoss:[0.006/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 38][310|469] Time:[0.038/0.016] Loss:[0.006/0.004] AdvLoss:[0.027/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 38][320|469] Time:[0.042/0.017] Loss:[0.001/0.004] AdvLoss:[0.004/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 38][330|469] Time:[0.043/0.018] Loss:[0.004/0.004] AdvLoss:[0.022/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 38][340|469] Time:[0.039/0.018] Loss:[0.038/0.004] AdvLoss:[0.103/0.022] Acc:[0.992/0.999] AdvAcc:[0.977/0.993] +Epoch:[ 38][350|469] Time:[0.038/0.015] Loss:[0.011/0.004] AdvLoss:[0.065/0.022] Acc:[0.992/0.999] AdvAcc:[0.977/0.993] +Epoch:[ 38][360|469] Time:[0.038/0.015] Loss:[0.006/0.004] AdvLoss:[0.032/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 38][370|469] Time:[0.042/0.018] Loss:[0.005/0.004] AdvLoss:[0.032/0.023] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 38][380|469] Time:[0.042/0.018] Loss:[0.016/0.004] AdvLoss:[0.052/0.023] Acc:[0.992/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 38][390|469] Time:[0.038/0.015] Loss:[0.003/0.004] AdvLoss:[0.018/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 38][400|469] Time:[0.041/0.018] Loss:[0.006/0.005] AdvLoss:[0.020/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 38][410|469] Time:[0.039/0.020] Loss:[0.002/0.005] AdvLoss:[0.012/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 38][420|469] Time:[0.040/0.019] Loss:[0.012/0.005] AdvLoss:[0.047/0.024] Acc:[1.000/0.999] AdvAcc:[0.977/0.992] +Epoch:[ 38][430|469] Time:[0.041/0.017] Loss:[0.004/0.005] AdvLoss:[0.018/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 38][440|469] Time:[0.041/0.018] Loss:[0.002/0.005] AdvLoss:[0.011/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 38][450|469] Time:[0.037/0.015] Loss:[0.002/0.005] AdvLoss:[0.009/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 38][460|469] Time:[0.048/0.023] Loss:[0.019/0.005] AdvLoss:[0.068/0.024] Acc:[0.992/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 39][ 10|469] Time:[0.038/0.016] Loss:[0.020/0.015] AdvLoss:[0.044/0.033] Acc:[0.992/0.992] AdvAcc:[0.984/0.989] +Epoch:[ 39][ 20|469] Time:[0.041/0.018] Loss:[0.001/0.008] AdvLoss:[0.006/0.025] Acc:[1.000/0.996] AdvAcc:[1.000/0.993] +Epoch:[ 39][ 30|469] Time:[0.041/0.019] Loss:[0.007/0.007] AdvLoss:[0.045/0.023] Acc:[1.000/0.997] AdvAcc:[0.984/0.992] +Epoch:[ 39][ 40|469] Time:[0.041/0.018] Loss:[0.001/0.006] AdvLoss:[0.004/0.022] Acc:[1.000/0.998] AdvAcc:[1.000/0.993] +Epoch:[ 39][ 50|469] Time:[0.039/0.018] Loss:[0.014/0.006] AdvLoss:[0.039/0.021] Acc:[0.992/0.998] AdvAcc:[0.992/0.993] +Epoch:[ 39][ 60|469] Time:[0.041/0.018] Loss:[0.002/0.006] AdvLoss:[0.011/0.022] Acc:[1.000/0.998] AdvAcc:[1.000/0.993] +Epoch:[ 39][ 70|469] Time:[0.040/0.019] Loss:[0.002/0.005] AdvLoss:[0.025/0.023] Acc:[1.000/0.998] AdvAcc:[0.992/0.993] +Epoch:[ 39][ 80|469] Time:[0.038/0.015] Loss:[0.006/0.006] AdvLoss:[0.031/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 39][ 90|469] Time:[0.043/0.018] Loss:[0.001/0.006] AdvLoss:[0.006/0.024] Acc:[1.000/0.998] AdvAcc:[1.000/0.992] +Epoch:[ 39][100|469] Time:[0.042/0.019] Loss:[0.001/0.005] AdvLoss:[0.009/0.024] Acc:[1.000/0.998] AdvAcc:[1.000/0.992] +Epoch:[ 39][110|469] Time:[0.043/0.018] Loss:[0.000/0.005] AdvLoss:[0.001/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 39][120|469] Time:[0.041/0.019] Loss:[0.008/0.005] AdvLoss:[0.026/0.023] Acc:[0.992/0.998] AdvAcc:[0.992/0.992] +Epoch:[ 39][130|469] Time:[0.041/0.015] Loss:[0.008/0.005] AdvLoss:[0.037/0.024] Acc:[1.000/0.998] AdvAcc:[0.984/0.992] +Epoch:[ 39][140|469] Time:[0.041/0.015] Loss:[0.011/0.006] AdvLoss:[0.060/0.024] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 39][150|469] Time:[0.041/0.018] Loss:[0.004/0.006] AdvLoss:[0.039/0.026] Acc:[1.000/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 39][160|469] Time:[0.041/0.018] Loss:[0.003/0.005] AdvLoss:[0.021/0.026] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 39][170|469] Time:[0.043/0.018] Loss:[0.002/0.005] AdvLoss:[0.007/0.027] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 39][180|469] Time:[0.043/0.018] Loss:[0.001/0.005] AdvLoss:[0.004/0.027] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 39][190|469] Time:[0.040/0.019] Loss:[0.003/0.005] AdvLoss:[0.013/0.026] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 39][200|469] Time:[0.043/0.017] Loss:[0.003/0.006] AdvLoss:[0.037/0.027] Acc:[1.000/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 39][210|469] Time:[0.040/0.018] Loss:[0.005/0.006] AdvLoss:[0.013/0.026] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 39][220|469] Time:[0.041/0.017] Loss:[0.007/0.006] AdvLoss:[0.032/0.027] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 39][230|469] Time:[0.044/0.020] Loss:[0.008/0.005] AdvLoss:[0.050/0.027] Acc:[1.000/0.999] AdvAcc:[0.977/0.991] +Epoch:[ 39][240|469] Time:[0.044/0.018] Loss:[0.005/0.005] AdvLoss:[0.034/0.027] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 39][250|469] Time:[0.042/0.017] Loss:[0.002/0.005] AdvLoss:[0.051/0.027] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 39][260|469] Time:[0.038/0.016] Loss:[0.003/0.005] AdvLoss:[0.023/0.027] Acc:[1.000/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 39][270|469] Time:[0.042/0.017] Loss:[0.001/0.005] AdvLoss:[0.004/0.027] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 39][280|469] Time:[0.047/0.021] Loss:[0.003/0.005] AdvLoss:[0.014/0.027] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 39][290|469] Time:[0.039/0.014] Loss:[0.010/0.005] AdvLoss:[0.046/0.027] Acc:[0.992/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 39][300|469] Time:[0.038/0.020] Loss:[0.001/0.005] AdvLoss:[0.004/0.027] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 39][310|469] Time:[0.043/0.018] Loss:[0.002/0.005] AdvLoss:[0.009/0.027] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 39][320|469] Time:[0.037/0.015] Loss:[0.005/0.005] AdvLoss:[0.031/0.027] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 39][330|469] Time:[0.042/0.018] Loss:[0.003/0.005] AdvLoss:[0.010/0.028] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 39][340|469] Time:[0.041/0.018] Loss:[0.016/0.005] AdvLoss:[0.108/0.028] Acc:[1.000/0.999] AdvAcc:[0.961/0.991] +Epoch:[ 39][350|469] Time:[0.041/0.019] Loss:[0.007/0.005] AdvLoss:[0.059/0.028] Acc:[1.000/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 39][360|469] Time:[0.038/0.016] Loss:[0.007/0.005] AdvLoss:[0.038/0.028] Acc:[1.000/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 39][370|469] Time:[0.039/0.015] Loss:[0.003/0.005] AdvLoss:[0.020/0.028] Acc:[1.000/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 39][380|469] Time:[0.038/0.016] Loss:[0.005/0.005] AdvLoss:[0.025/0.028] Acc:[1.000/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 39][390|469] Time:[0.043/0.018] Loss:[0.005/0.005] AdvLoss:[0.022/0.027] Acc:[1.000/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 39][400|469] Time:[0.038/0.016] Loss:[0.007/0.005] AdvLoss:[0.051/0.027] Acc:[1.000/0.999] AdvAcc:[0.961/0.991] +Epoch:[ 39][410|469] Time:[0.038/0.015] Loss:[0.003/0.005] AdvLoss:[0.029/0.027] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 39][420|469] Time:[0.042/0.017] Loss:[0.006/0.005] AdvLoss:[0.022/0.027] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 39][430|469] Time:[0.039/0.016] Loss:[0.004/0.005] AdvLoss:[0.036/0.027] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 39][440|469] Time:[0.040/0.019] Loss:[0.003/0.005] AdvLoss:[0.020/0.027] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 39][450|469] Time:[0.041/0.019] Loss:[0.003/0.005] AdvLoss:[0.021/0.027] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 39][460|469] Time:[0.041/0.017] Loss:[0.002/0.005] AdvLoss:[0.013/0.027] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +epoch 39 evaluated +natural accuracy: 0.9932 +adversarial accuracy: 0.9863 +Epoch:[ 40][ 10|469] Time:[0.043/0.018] Loss:[0.002/0.002] AdvLoss:[0.008/0.027] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 40][ 20|469] Time:[0.040/0.018] Loss:[0.001/0.002] AdvLoss:[0.008/0.025] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 40][ 30|469] Time:[0.041/0.018] Loss:[0.002/0.002] AdvLoss:[0.013/0.024] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 40][ 40|469] Time:[0.044/0.018] Loss:[0.009/0.003] AdvLoss:[0.033/0.023] Acc:[0.992/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 40][ 50|469] Time:[0.037/0.015] Loss:[0.023/0.005] AdvLoss:[0.059/0.022] Acc:[0.984/0.998] AdvAcc:[0.984/0.994] +Epoch:[ 40][ 60|469] Time:[0.041/0.017] Loss:[0.001/0.005] AdvLoss:[0.006/0.021] Acc:[1.000/0.998] AdvAcc:[1.000/0.994] +Epoch:[ 40][ 70|469] Time:[0.041/0.019] Loss:[0.004/0.005] AdvLoss:[0.021/0.020] Acc:[1.000/0.998] AdvAcc:[0.992/0.994] +Epoch:[ 40][ 80|469] Time:[0.040/0.015] Loss:[0.002/0.004] AdvLoss:[0.015/0.020] Acc:[1.000/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 40][ 90|469] Time:[0.039/0.015] Loss:[0.003/0.004] AdvLoss:[0.017/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 40][100|469] Time:[0.038/0.015] Loss:[0.005/0.004] AdvLoss:[0.025/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 40][110|469] Time:[0.040/0.015] Loss:[0.003/0.004] AdvLoss:[0.033/0.020] Acc:[1.000/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 40][120|469] Time:[0.039/0.018] Loss:[0.004/0.004] AdvLoss:[0.033/0.021] Acc:[1.000/0.999] AdvAcc:[0.984/0.994] +Epoch:[ 40][130|469] Time:[0.039/0.020] Loss:[0.003/0.004] AdvLoss:[0.017/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 40][140|469] Time:[0.041/0.018] Loss:[0.007/0.004] AdvLoss:[0.022/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.994] +Epoch:[ 40][150|469] Time:[0.043/0.019] Loss:[0.002/0.004] AdvLoss:[0.018/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.994] +Epoch:[ 40][160|469] Time:[0.044/0.018] Loss:[0.003/0.004] AdvLoss:[0.023/0.020] Acc:[1.000/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 40][170|469] Time:[0.039/0.015] Loss:[0.005/0.004] AdvLoss:[0.047/0.021] Acc:[1.000/0.999] AdvAcc:[0.977/0.994] +Epoch:[ 40][180|469] Time:[0.040/0.016] Loss:[0.074/0.006] AdvLoss:[0.098/0.022] Acc:[0.992/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 40][190|469] Time:[0.040/0.015] Loss:[0.003/0.006] AdvLoss:[0.018/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 40][200|469] Time:[0.042/0.019] Loss:[0.001/0.006] AdvLoss:[0.004/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.994] +Epoch:[ 40][210|469] Time:[0.040/0.015] Loss:[0.005/0.006] AdvLoss:[0.047/0.021] Acc:[1.000/0.999] AdvAcc:[0.977/0.994] +Epoch:[ 40][220|469] Time:[0.043/0.018] Loss:[0.001/0.005] AdvLoss:[0.012/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 40][230|469] Time:[0.039/0.016] Loss:[0.004/0.005] AdvLoss:[0.025/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 40][240|469] Time:[0.042/0.020] Loss:[0.001/0.005] AdvLoss:[0.007/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 40][250|469] Time:[0.043/0.018] Loss:[0.006/0.005] AdvLoss:[0.022/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 40][260|469] Time:[0.039/0.015] Loss:[0.002/0.005] AdvLoss:[0.021/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 40][270|469] Time:[0.044/0.019] Loss:[0.002/0.005] AdvLoss:[0.011/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 40][280|469] Time:[0.038/0.015] Loss:[0.004/0.005] AdvLoss:[0.035/0.022] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 40][290|469] Time:[0.042/0.017] Loss:[0.002/0.005] AdvLoss:[0.010/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 40][300|469] Time:[0.041/0.019] Loss:[0.021/0.005] AdvLoss:[0.066/0.023] Acc:[0.992/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 40][310|469] Time:[0.040/0.018] Loss:[0.013/0.005] AdvLoss:[0.045/0.023] Acc:[0.992/0.999] AdvAcc:[0.977/0.993] +Epoch:[ 40][320|469] Time:[0.040/0.015] Loss:[0.007/0.005] AdvLoss:[0.042/0.023] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 40][330|469] Time:[0.042/0.017] Loss:[0.002/0.005] AdvLoss:[0.006/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 40][340|469] Time:[0.042/0.018] Loss:[0.004/0.005] AdvLoss:[0.013/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 40][350|469] Time:[0.039/0.014] Loss:[0.001/0.005] AdvLoss:[0.003/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 40][360|469] Time:[0.039/0.015] Loss:[0.005/0.006] AdvLoss:[0.027/0.024] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 40][370|469] Time:[0.042/0.018] Loss:[0.002/0.006] AdvLoss:[0.011/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 40][380|469] Time:[0.043/0.017] Loss:[0.002/0.006] AdvLoss:[0.013/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 40][390|469] Time:[0.044/0.018] Loss:[0.002/0.006] AdvLoss:[0.010/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 40][400|469] Time:[0.039/0.015] Loss:[0.020/0.006] AdvLoss:[0.052/0.024] Acc:[0.992/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 40][410|469] Time:[0.041/0.018] Loss:[0.003/0.006] AdvLoss:[0.031/0.024] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 40][420|469] Time:[0.044/0.024] Loss:[0.030/0.006] AdvLoss:[0.057/0.024] Acc:[0.992/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 40][430|469] Time:[0.043/0.018] Loss:[0.012/0.007] AdvLoss:[0.046/0.025] Acc:[0.992/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 40][440|469] Time:[0.040/0.015] Loss:[0.025/0.007] AdvLoss:[0.045/0.025] Acc:[0.992/0.998] AdvAcc:[0.992/0.992] +Epoch:[ 40][450|469] Time:[0.041/0.018] Loss:[0.006/0.007] AdvLoss:[0.030/0.026] Acc:[1.000/0.998] AdvAcc:[0.984/0.992] +Epoch:[ 40][460|469] Time:[0.041/0.018] Loss:[0.002/0.007] AdvLoss:[0.020/0.026] Acc:[1.000/0.998] AdvAcc:[0.992/0.992] +Epoch:[ 41][ 10|469] Time:[0.041/0.018] Loss:[0.009/0.006] AdvLoss:[0.031/0.021] Acc:[0.992/0.996] AdvAcc:[0.992/0.993] +Epoch:[ 41][ 20|469] Time:[0.037/0.015] Loss:[0.001/0.004] AdvLoss:[0.006/0.022] Acc:[1.000/0.998] AdvAcc:[1.000/0.993] +Epoch:[ 41][ 30|469] Time:[0.057/0.033] Loss:[0.002/0.010] AdvLoss:[0.016/0.025] Acc:[1.000/0.996] AdvAcc:[0.992/0.992] +Epoch:[ 41][ 40|469] Time:[0.041/0.018] Loss:[0.002/0.008] AdvLoss:[0.007/0.025] Acc:[1.000/0.997] AdvAcc:[1.000/0.992] +Epoch:[ 41][ 50|469] Time:[0.040/0.020] Loss:[0.016/0.008] AdvLoss:[0.049/0.024] Acc:[0.992/0.997] AdvAcc:[0.984/0.993] +Epoch:[ 41][ 60|469] Time:[0.042/0.017] Loss:[0.004/0.008] AdvLoss:[0.014/0.023] Acc:[1.000/0.997] AdvAcc:[1.000/0.993] +Epoch:[ 41][ 70|469] Time:[0.038/0.016] Loss:[0.002/0.008] AdvLoss:[0.024/0.024] Acc:[1.000/0.997] AdvAcc:[0.992/0.993] +Epoch:[ 41][ 80|469] Time:[0.038/0.015] Loss:[0.003/0.007] AdvLoss:[0.015/0.025] Acc:[1.000/0.997] AdvAcc:[0.992/0.993] +Epoch:[ 41][ 90|469] Time:[0.041/0.018] Loss:[0.002/0.006] AdvLoss:[0.010/0.025] Acc:[1.000/0.997] AdvAcc:[1.000/0.993] +Epoch:[ 41][100|469] Time:[0.039/0.014] Loss:[0.002/0.006] AdvLoss:[0.007/0.025] Acc:[1.000/0.998] AdvAcc:[1.000/0.993] +Epoch:[ 41][110|469] Time:[0.041/0.018] Loss:[0.006/0.006] AdvLoss:[0.053/0.025] Acc:[1.000/0.998] AdvAcc:[0.984/0.993] +Epoch:[ 41][120|469] Time:[0.039/0.017] Loss:[0.008/0.006] AdvLoss:[0.029/0.024] Acc:[1.000/0.998] AdvAcc:[0.992/0.993] +Epoch:[ 41][130|469] Time:[0.045/0.019] Loss:[0.002/0.006] AdvLoss:[0.039/0.024] Acc:[1.000/0.998] AdvAcc:[0.984/0.993] +Epoch:[ 41][140|469] Time:[0.041/0.018] Loss:[0.010/0.006] AdvLoss:[0.071/0.025] Acc:[1.000/0.998] AdvAcc:[0.977/0.993] +Epoch:[ 41][150|469] Time:[0.040/0.015] Loss:[0.002/0.006] AdvLoss:[0.010/0.025] Acc:[1.000/0.998] AdvAcc:[1.000/0.993] +Epoch:[ 41][160|469] Time:[0.040/0.015] Loss:[0.004/0.005] AdvLoss:[0.016/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 41][170|469] Time:[0.042/0.019] Loss:[0.013/0.006] AdvLoss:[0.079/0.024] Acc:[0.992/0.998] AdvAcc:[0.977/0.993] +Epoch:[ 41][180|469] Time:[0.040/0.015] Loss:[0.007/0.006] AdvLoss:[0.019/0.023] Acc:[0.992/0.998] AdvAcc:[0.992/0.993] +Epoch:[ 41][190|469] Time:[0.052/0.033] Loss:[0.003/0.006] AdvLoss:[0.019/0.023] Acc:[1.000/0.998] AdvAcc:[1.000/0.994] +Epoch:[ 41][200|469] Time:[0.041/0.018] Loss:[0.002/0.005] AdvLoss:[0.010/0.023] Acc:[1.000/0.998] AdvAcc:[1.000/0.993] +Epoch:[ 41][210|469] Time:[0.042/0.018] Loss:[0.001/0.005] AdvLoss:[0.005/0.023] Acc:[1.000/0.998] AdvAcc:[1.000/0.993] +Epoch:[ 41][220|469] Time:[0.041/0.018] Loss:[0.003/0.005] AdvLoss:[0.019/0.023] Acc:[1.000/0.998] AdvAcc:[1.000/0.993] +Epoch:[ 41][230|469] Time:[0.040/0.015] Loss:[0.001/0.005] AdvLoss:[0.004/0.023] Acc:[1.000/0.998] AdvAcc:[1.000/0.993] +Epoch:[ 41][240|469] Time:[0.042/0.018] Loss:[0.004/0.005] AdvLoss:[0.014/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 41][250|469] Time:[0.041/0.018] Loss:[0.003/0.005] AdvLoss:[0.015/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 41][260|469] Time:[0.040/0.018] Loss:[0.006/0.005] AdvLoss:[0.038/0.023] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 41][270|469] Time:[0.038/0.015] Loss:[0.002/0.005] AdvLoss:[0.021/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 41][280|469] Time:[0.041/0.019] Loss:[0.002/0.005] AdvLoss:[0.007/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 41][290|469] Time:[0.039/0.016] Loss:[0.001/0.005] AdvLoss:[0.012/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 41][300|469] Time:[0.040/0.015] Loss:[0.003/0.005] AdvLoss:[0.035/0.023] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 41][310|469] Time:[0.041/0.018] Loss:[0.002/0.005] AdvLoss:[0.016/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 41][320|469] Time:[0.041/0.018] Loss:[0.001/0.005] AdvLoss:[0.002/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 41][330|469] Time:[0.038/0.016] Loss:[0.001/0.005] AdvLoss:[0.006/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 41][340|469] Time:[0.040/0.016] Loss:[0.003/0.005] AdvLoss:[0.017/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 41][350|469] Time:[0.041/0.018] Loss:[0.003/0.005] AdvLoss:[0.010/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 41][360|469] Time:[0.043/0.018] Loss:[0.003/0.005] AdvLoss:[0.018/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 41][370|469] Time:[0.040/0.014] Loss:[0.001/0.005] AdvLoss:[0.008/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 41][380|469] Time:[0.041/0.016] Loss:[0.001/0.005] AdvLoss:[0.009/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 41][390|469] Time:[0.041/0.019] Loss:[0.002/0.005] AdvLoss:[0.018/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 41][400|469] Time:[0.038/0.015] Loss:[0.015/0.005] AdvLoss:[0.038/0.024] Acc:[0.992/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 41][410|469] Time:[0.039/0.018] Loss:[0.008/0.005] AdvLoss:[0.037/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 41][420|469] Time:[0.043/0.018] Loss:[0.005/0.005] AdvLoss:[0.040/0.024] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 41][430|469] Time:[0.039/0.014] Loss:[0.015/0.005] AdvLoss:[0.055/0.025] Acc:[0.992/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 41][440|469] Time:[0.039/0.017] Loss:[0.007/0.005] AdvLoss:[0.028/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 41][450|469] Time:[0.041/0.019] Loss:[0.007/0.005] AdvLoss:[0.023/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 41][460|469] Time:[0.044/0.018] Loss:[0.002/0.005] AdvLoss:[0.014/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 42][ 10|469] Time:[0.040/0.014] Loss:[0.010/0.006] AdvLoss:[0.035/0.019] Acc:[0.992/0.996] AdvAcc:[0.992/0.996] +Epoch:[ 42][ 20|469] Time:[0.043/0.018] Loss:[0.001/0.005] AdvLoss:[0.004/0.022] Acc:[1.000/0.998] AdvAcc:[1.000/0.995] +Epoch:[ 42][ 30|469] Time:[0.042/0.018] Loss:[0.004/0.009] AdvLoss:[0.038/0.023] Acc:[1.000/0.997] AdvAcc:[0.977/0.994] +Epoch:[ 42][ 40|469] Time:[0.041/0.017] Loss:[0.002/0.007] AdvLoss:[0.010/0.023] Acc:[1.000/0.998] AdvAcc:[0.992/0.994] +Epoch:[ 42][ 50|469] Time:[0.041/0.020] Loss:[0.003/0.006] AdvLoss:[0.013/0.023] Acc:[1.000/0.998] AdvAcc:[1.000/0.993] +Epoch:[ 42][ 60|469] Time:[0.039/0.016] Loss:[0.001/0.005] AdvLoss:[0.009/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.994] +Epoch:[ 42][ 70|469] Time:[0.039/0.015] Loss:[0.003/0.005] AdvLoss:[0.022/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 42][ 80|469] Time:[0.043/0.018] Loss:[0.012/0.005] AdvLoss:[0.035/0.023] Acc:[0.992/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 42][ 90|469] Time:[0.043/0.018] Loss:[0.005/0.005] AdvLoss:[0.046/0.024] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 42][100|469] Time:[0.039/0.016] Loss:[0.002/0.005] AdvLoss:[0.007/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 42][110|469] Time:[0.042/0.018] Loss:[0.002/0.005] AdvLoss:[0.014/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 42][120|469] Time:[0.039/0.015] Loss:[0.006/0.005] AdvLoss:[0.061/0.023] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 42][130|469] Time:[0.038/0.016] Loss:[0.002/0.004] AdvLoss:[0.017/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 42][140|469] Time:[0.042/0.017] Loss:[0.002/0.004] AdvLoss:[0.009/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 42][150|469] Time:[0.042/0.018] Loss:[0.008/0.004] AdvLoss:[0.023/0.023] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 42][160|469] Time:[0.042/0.018] Loss:[0.005/0.004] AdvLoss:[0.028/0.022] Acc:[1.000/0.999] AdvAcc:[0.977/0.993] +Epoch:[ 42][170|469] Time:[0.038/0.016] Loss:[0.001/0.004] AdvLoss:[0.007/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 42][180|469] Time:[0.041/0.018] Loss:[0.001/0.004] AdvLoss:[0.006/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 42][190|469] Time:[0.038/0.016] Loss:[0.001/0.004] AdvLoss:[0.030/0.022] Acc:[1.000/0.999] AdvAcc:[0.977/0.993] +Epoch:[ 42][200|469] Time:[0.040/0.016] Loss:[0.002/0.004] AdvLoss:[0.025/0.022] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 42][210|469] Time:[0.042/0.017] Loss:[0.001/0.004] AdvLoss:[0.011/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 42][220|469] Time:[0.041/0.019] Loss:[0.003/0.004] AdvLoss:[0.037/0.022] Acc:[1.000/0.999] AdvAcc:[0.977/0.993] +Epoch:[ 42][230|469] Time:[0.042/0.017] Loss:[0.004/0.004] AdvLoss:[0.023/0.022] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 42][240|469] Time:[0.043/0.018] Loss:[0.005/0.004] AdvLoss:[0.030/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 42][250|469] Time:[0.040/0.015] Loss:[0.005/0.004] AdvLoss:[0.024/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 42][260|469] Time:[0.043/0.020] Loss:[0.002/0.005] AdvLoss:[0.011/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 42][270|469] Time:[0.039/0.020] Loss:[0.007/0.005] AdvLoss:[0.018/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 42][280|469] Time:[0.039/0.014] Loss:[0.006/0.005] AdvLoss:[0.032/0.023] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 42][290|469] Time:[0.039/0.014] Loss:[0.008/0.005] AdvLoss:[0.033/0.023] Acc:[1.000/0.999] AdvAcc:[0.977/0.992] +Epoch:[ 42][300|469] Time:[0.042/0.018] Loss:[0.003/0.005] AdvLoss:[0.022/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 42][310|469] Time:[0.041/0.018] Loss:[0.001/0.006] AdvLoss:[0.011/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 42][320|469] Time:[0.034/0.023] Loss:[0.002/0.006] AdvLoss:[0.012/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 42][330|469] Time:[0.049/0.022] Loss:[0.002/0.006] AdvLoss:[0.007/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 42][340|469] Time:[0.033/0.014] Loss:[0.007/0.006] AdvLoss:[0.028/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 42][350|469] Time:[0.041/0.017] Loss:[0.005/0.006] AdvLoss:[0.026/0.024] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 42][360|469] Time:[0.040/0.018] Loss:[0.007/0.006] AdvLoss:[0.034/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 42][370|469] Time:[0.041/0.017] Loss:[0.002/0.006] AdvLoss:[0.020/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 42][380|469] Time:[0.042/0.018] Loss:[0.000/0.006] AdvLoss:[0.003/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 42][390|469] Time:[0.043/0.018] Loss:[0.003/0.006] AdvLoss:[0.033/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 42][400|469] Time:[0.043/0.018] Loss:[0.004/0.005] AdvLoss:[0.016/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 42][410|469] Time:[0.043/0.017] Loss:[0.006/0.006] AdvLoss:[0.032/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 42][420|469] Time:[0.041/0.018] Loss:[0.002/0.006] AdvLoss:[0.023/0.025] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 42][430|469] Time:[0.041/0.018] Loss:[0.001/0.006] AdvLoss:[0.008/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 42][440|469] Time:[0.043/0.018] Loss:[0.005/0.005] AdvLoss:[0.036/0.025] Acc:[1.000/0.999] AdvAcc:[0.977/0.992] +Epoch:[ 42][450|469] Time:[0.027/0.014] Loss:[0.002/0.005] AdvLoss:[0.023/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 42][460|469] Time:[0.041/0.018] Loss:[0.001/0.005] AdvLoss:[0.014/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 43][ 10|469] Time:[0.041/0.018] Loss:[0.002/0.002] AdvLoss:[0.010/0.025] Acc:[1.000/1.000] AdvAcc:[1.000/0.992] +Epoch:[ 43][ 20|469] Time:[0.040/0.017] Loss:[0.003/0.002] AdvLoss:[0.020/0.025] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 43][ 30|469] Time:[0.042/0.018] Loss:[0.002/0.002] AdvLoss:[0.012/0.026] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 43][ 40|469] Time:[0.037/0.015] Loss:[0.002/0.002] AdvLoss:[0.009/0.025] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 43][ 50|469] Time:[0.038/0.015] Loss:[0.001/0.002] AdvLoss:[0.016/0.024] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 43][ 60|469] Time:[0.041/0.018] Loss:[0.001/0.002] AdvLoss:[0.003/0.023] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 43][ 70|469] Time:[0.039/0.018] Loss:[0.003/0.002] AdvLoss:[0.027/0.023] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 43][ 80|469] Time:[0.041/0.018] Loss:[0.002/0.002] AdvLoss:[0.009/0.023] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 43][ 90|469] Time:[0.042/0.017] Loss:[0.004/0.002] AdvLoss:[0.034/0.024] Acc:[1.000/1.000] AdvAcc:[0.984/0.993] +Epoch:[ 43][100|469] Time:[0.043/0.018] Loss:[0.005/0.002] AdvLoss:[0.030/0.023] Acc:[1.000/1.000] AdvAcc:[0.984/0.993] +Epoch:[ 43][110|469] Time:[0.039/0.017] Loss:[0.001/0.002] AdvLoss:[0.004/0.022] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 43][120|469] Time:[0.039/0.016] Loss:[0.015/0.003] AdvLoss:[0.056/0.023] Acc:[0.992/1.000] AdvAcc:[0.984/0.993] +Epoch:[ 43][130|469] Time:[0.039/0.017] Loss:[0.002/0.003] AdvLoss:[0.017/0.023] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 43][140|469] Time:[0.042/0.018] Loss:[0.003/0.003] AdvLoss:[0.019/0.022] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 43][150|469] Time:[0.040/0.018] Loss:[0.003/0.003] AdvLoss:[0.069/0.022] Acc:[1.000/1.000] AdvAcc:[0.984/0.993] +Epoch:[ 43][160|469] Time:[0.042/0.019] Loss:[0.003/0.003] AdvLoss:[0.022/0.022] Acc:[1.000/1.000] AdvAcc:[0.984/0.993] +Epoch:[ 43][170|469] Time:[0.040/0.018] Loss:[0.002/0.003] AdvLoss:[0.025/0.023] Acc:[1.000/1.000] AdvAcc:[0.984/0.993] +Epoch:[ 43][180|469] Time:[0.042/0.019] Loss:[0.004/0.003] AdvLoss:[0.017/0.023] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 43][190|469] Time:[0.042/0.020] Loss:[0.004/0.003] AdvLoss:[0.021/0.023] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 43][200|469] Time:[0.039/0.016] Loss:[0.004/0.003] AdvLoss:[0.033/0.023] Acc:[1.000/1.000] AdvAcc:[0.984/0.993] +Epoch:[ 43][210|469] Time:[0.042/0.018] Loss:[0.001/0.003] AdvLoss:[0.006/0.023] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 43][220|469] Time:[0.046/0.023] Loss:[0.002/0.003] AdvLoss:[0.010/0.022] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 43][230|469] Time:[0.038/0.015] Loss:[0.001/0.003] AdvLoss:[0.008/0.022] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 43][240|469] Time:[0.039/0.016] Loss:[0.002/0.003] AdvLoss:[0.011/0.022] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 43][250|469] Time:[0.043/0.018] Loss:[0.002/0.003] AdvLoss:[0.011/0.022] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 43][260|469] Time:[0.041/0.016] Loss:[0.003/0.003] AdvLoss:[0.017/0.022] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 43][270|469] Time:[0.038/0.016] Loss:[0.011/0.003] AdvLoss:[0.083/0.023] Acc:[1.000/1.000] AdvAcc:[0.961/0.992] +Epoch:[ 43][280|469] Time:[0.043/0.018] Loss:[0.003/0.004] AdvLoss:[0.017/0.024] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 43][290|469] Time:[0.044/0.019] Loss:[0.006/0.004] AdvLoss:[0.024/0.024] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 43][300|469] Time:[0.041/0.018] Loss:[0.004/0.004] AdvLoss:[0.015/0.024] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 43][310|469] Time:[0.042/0.020] Loss:[0.013/0.004] AdvLoss:[0.061/0.024] Acc:[0.992/0.999] AdvAcc:[0.969/0.992] +Epoch:[ 43][320|469] Time:[0.039/0.017] Loss:[0.009/0.004] AdvLoss:[0.048/0.025] Acc:[1.000/1.000] AdvAcc:[0.984/0.992] +Epoch:[ 43][330|469] Time:[0.040/0.016] Loss:[0.002/0.004] AdvLoss:[0.015/0.024] Acc:[1.000/1.000] AdvAcc:[1.000/0.992] +Epoch:[ 43][340|469] Time:[0.042/0.018] Loss:[0.004/0.004] AdvLoss:[0.023/0.025] Acc:[1.000/1.000] AdvAcc:[1.000/0.992] +Epoch:[ 43][350|469] Time:[0.038/0.016] Loss:[0.004/0.004] AdvLoss:[0.024/0.025] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 43][360|469] Time:[0.042/0.018] Loss:[0.003/0.004] AdvLoss:[0.021/0.025] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 43][370|469] Time:[0.038/0.015] Loss:[0.002/0.004] AdvLoss:[0.011/0.025] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 43][380|469] Time:[0.042/0.018] Loss:[0.002/0.004] AdvLoss:[0.013/0.025] Acc:[1.000/1.000] AdvAcc:[1.000/0.992] +Epoch:[ 43][390|469] Time:[0.039/0.014] Loss:[0.018/0.004] AdvLoss:[0.074/0.025] Acc:[0.992/0.999] AdvAcc:[0.977/0.992] +Epoch:[ 43][400|469] Time:[0.038/0.016] Loss:[0.008/0.004] AdvLoss:[0.045/0.025] Acc:[1.000/1.000] AdvAcc:[0.977/0.992] +Epoch:[ 43][410|469] Time:[0.039/0.016] Loss:[0.008/0.004] AdvLoss:[0.028/0.025] Acc:[0.992/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 43][420|469] Time:[0.044/0.018] Loss:[0.027/0.005] AdvLoss:[0.048/0.025] Acc:[0.992/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 43][430|469] Time:[0.039/0.016] Loss:[0.023/0.005] AdvLoss:[0.053/0.026] Acc:[0.992/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 43][440|469] Time:[0.043/0.018] Loss:[0.005/0.005] AdvLoss:[0.034/0.026] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 43][450|469] Time:[0.038/0.017] Loss:[0.007/0.005] AdvLoss:[0.037/0.026] Acc:[1.000/0.999] AdvAcc:[0.969/0.992] +Epoch:[ 43][460|469] Time:[0.043/0.018] Loss:[0.004/0.005] AdvLoss:[0.025/0.026] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 44][ 10|469] Time:[0.042/0.018] Loss:[0.002/0.004] AdvLoss:[0.027/0.023] Acc:[1.000/1.000] AdvAcc:[0.984/0.993] +Epoch:[ 44][ 20|469] Time:[0.042/0.017] Loss:[0.007/0.004] AdvLoss:[0.029/0.020] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 44][ 30|469] Time:[0.039/0.015] Loss:[0.000/0.003] AdvLoss:[0.001/0.018] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 44][ 40|469] Time:[0.042/0.017] Loss:[0.003/0.003] AdvLoss:[0.013/0.017] Acc:[1.000/1.000] AdvAcc:[0.992/0.994] +Epoch:[ 44][ 50|469] Time:[0.040/0.015] Loss:[0.001/0.004] AdvLoss:[0.005/0.018] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 44][ 60|469] Time:[0.042/0.018] Loss:[0.002/0.003] AdvLoss:[0.025/0.019] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 44][ 70|469] Time:[0.038/0.016] Loss:[0.005/0.004] AdvLoss:[0.039/0.020] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 44][ 80|469] Time:[0.042/0.018] Loss:[0.007/0.004] AdvLoss:[0.046/0.020] Acc:[1.000/1.000] AdvAcc:[0.984/0.993] +Epoch:[ 44][ 90|469] Time:[0.039/0.016] Loss:[0.002/0.005] AdvLoss:[0.016/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 44][100|469] Time:[0.040/0.017] Loss:[0.017/0.005] AdvLoss:[0.082/0.023] Acc:[0.992/0.999] AdvAcc:[0.969/0.992] +Epoch:[ 44][110|469] Time:[0.038/0.015] Loss:[0.003/0.005] AdvLoss:[0.025/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 44][120|469] Time:[0.038/0.016] Loss:[0.003/0.005] AdvLoss:[0.068/0.024] Acc:[1.000/0.999] AdvAcc:[0.977/0.992] +Epoch:[ 44][130|469] Time:[0.038/0.016] Loss:[0.004/0.005] AdvLoss:[0.014/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 44][140|469] Time:[0.051/0.023] Loss:[0.006/0.005] AdvLoss:[0.017/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 44][150|469] Time:[0.044/0.025] Loss:[0.002/0.005] AdvLoss:[0.013/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 44][160|469] Time:[0.039/0.020] Loss:[0.007/0.005] AdvLoss:[0.032/0.025] Acc:[1.000/0.999] AdvAcc:[0.977/0.992] +Epoch:[ 44][170|469] Time:[0.042/0.019] Loss:[0.003/0.005] AdvLoss:[0.013/0.026] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 44][180|469] Time:[0.038/0.017] Loss:[0.004/0.005] AdvLoss:[0.028/0.026] Acc:[1.000/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 44][190|469] Time:[0.041/0.015] Loss:[0.002/0.006] AdvLoss:[0.013/0.026] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 44][200|469] Time:[0.040/0.018] Loss:[0.006/0.006] AdvLoss:[0.032/0.026] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 44][210|469] Time:[0.039/0.015] Loss:[0.003/0.006] AdvLoss:[0.016/0.026] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 44][220|469] Time:[0.042/0.019] Loss:[0.003/0.007] AdvLoss:[0.034/0.025] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 44][230|469] Time:[0.041/0.015] Loss:[0.002/0.007] AdvLoss:[0.016/0.026] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 44][240|469] Time:[0.041/0.019] Loss:[0.009/0.007] AdvLoss:[0.051/0.026] Acc:[1.000/0.999] AdvAcc:[0.977/0.992] +Epoch:[ 44][250|469] Time:[0.041/0.018] Loss:[0.003/0.006] AdvLoss:[0.018/0.026] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 44][260|469] Time:[0.038/0.016] Loss:[0.001/0.006] AdvLoss:[0.007/0.026] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 44][270|469] Time:[0.040/0.015] Loss:[0.001/0.006] AdvLoss:[0.004/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 44][280|469] Time:[0.042/0.016] Loss:[0.006/0.006] AdvLoss:[0.061/0.026] Acc:[1.000/0.999] AdvAcc:[0.977/0.992] +Epoch:[ 44][290|469] Time:[0.038/0.015] Loss:[0.007/0.006] AdvLoss:[0.029/0.026] Acc:[0.992/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 44][300|469] Time:[0.039/0.018] Loss:[0.003/0.006] AdvLoss:[0.016/0.026] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 44][310|469] Time:[0.041/0.018] Loss:[0.003/0.006] AdvLoss:[0.018/0.026] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 44][320|469] Time:[0.039/0.016] Loss:[0.001/0.006] AdvLoss:[0.006/0.026] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 44][330|469] Time:[0.039/0.015] Loss:[0.004/0.006] AdvLoss:[0.020/0.026] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 44][340|469] Time:[0.041/0.019] Loss:[0.012/0.006] AdvLoss:[0.058/0.026] Acc:[0.992/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 44][350|469] Time:[0.043/0.020] Loss:[0.006/0.006] AdvLoss:[0.035/0.027] Acc:[1.000/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 44][360|469] Time:[0.038/0.015] Loss:[0.006/0.006] AdvLoss:[0.031/0.027] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 44][370|469] Time:[0.041/0.018] Loss:[0.015/0.006] AdvLoss:[0.031/0.027] Acc:[0.992/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 44][380|469] Time:[0.040/0.015] Loss:[0.002/0.006] AdvLoss:[0.008/0.027] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 44][390|469] Time:[0.038/0.016] Loss:[0.014/0.006] AdvLoss:[0.052/0.027] Acc:[0.992/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 44][400|469] Time:[0.039/0.015] Loss:[0.003/0.006] AdvLoss:[0.014/0.028] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 44][410|469] Time:[0.040/0.014] Loss:[0.004/0.006] AdvLoss:[0.018/0.027] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 44][420|469] Time:[0.042/0.018] Loss:[0.004/0.006] AdvLoss:[0.027/0.027] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 44][430|469] Time:[0.040/0.016] Loss:[0.045/0.007] AdvLoss:[0.077/0.027] Acc:[0.992/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 44][440|469] Time:[0.042/0.018] Loss:[0.001/0.006] AdvLoss:[0.005/0.027] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 44][450|469] Time:[0.041/0.018] Loss:[0.006/0.006] AdvLoss:[0.049/0.027] Acc:[1.000/0.999] AdvAcc:[0.977/0.991] +Epoch:[ 44][460|469] Time:[0.037/0.016] Loss:[0.005/0.006] AdvLoss:[0.030/0.028] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +epoch 44 evaluated +natural accuracy: 0.9918 +adversarial accuracy: 0.9834 +Epoch:[ 45][ 10|469] Time:[0.038/0.016] Loss:[0.005/0.003] AdvLoss:[0.027/0.020] Acc:[1.000/1.000] AdvAcc:[0.984/0.995] +Epoch:[ 45][ 20|469] Time:[0.041/0.016] Loss:[0.003/0.002] AdvLoss:[0.017/0.019] Acc:[1.000/1.000] AdvAcc:[0.984/0.995] +Epoch:[ 45][ 30|469] Time:[0.040/0.016] Loss:[0.008/0.003] AdvLoss:[0.022/0.019] Acc:[0.992/0.999] AdvAcc:[0.992/0.995] +Epoch:[ 45][ 40|469] Time:[0.040/0.018] Loss:[0.006/0.003] AdvLoss:[0.026/0.020] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 45][ 50|469] Time:[0.042/0.019] Loss:[0.007/0.004] AdvLoss:[0.034/0.021] Acc:[0.992/0.998] AdvAcc:[0.992/0.993] +Epoch:[ 45][ 60|469] Time:[0.039/0.015] Loss:[0.012/0.005] AdvLoss:[0.054/0.022] Acc:[0.992/0.998] AdvAcc:[0.992/0.992] +Epoch:[ 45][ 70|469] Time:[0.038/0.016] Loss:[0.002/0.004] AdvLoss:[0.013/0.020] Acc:[1.000/0.998] AdvAcc:[0.992/0.993] +Epoch:[ 45][ 80|469] Time:[0.041/0.018] Loss:[0.001/0.004] AdvLoss:[0.003/0.020] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 45][ 90|469] Time:[0.041/0.018] Loss:[0.004/0.004] AdvLoss:[0.033/0.020] Acc:[1.000/0.999] AdvAcc:[0.977/0.993] +Epoch:[ 45][100|469] Time:[0.039/0.016] Loss:[0.030/0.005] AdvLoss:[0.058/0.021] Acc:[0.992/0.998] AdvAcc:[0.992/0.993] +Epoch:[ 45][110|469] Time:[0.037/0.015] Loss:[0.002/0.005] AdvLoss:[0.006/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 45][120|469] Time:[0.043/0.018] Loss:[0.005/0.005] AdvLoss:[0.024/0.022] Acc:[1.000/0.998] AdvAcc:[0.992/0.993] +Epoch:[ 45][130|469] Time:[0.043/0.019] Loss:[0.001/0.005] AdvLoss:[0.003/0.022] Acc:[1.000/0.998] AdvAcc:[1.000/0.993] +Epoch:[ 45][140|469] Time:[0.042/0.019] Loss:[0.003/0.005] AdvLoss:[0.017/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 45][150|469] Time:[0.039/0.016] Loss:[0.001/0.005] AdvLoss:[0.008/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 45][160|469] Time:[0.041/0.019] Loss:[0.001/0.005] AdvLoss:[0.010/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 45][170|469] Time:[0.039/0.018] Loss:[0.005/0.005] AdvLoss:[0.024/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 45][180|469] Time:[0.048/0.019] Loss:[0.001/0.005] AdvLoss:[0.017/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 45][190|469] Time:[0.038/0.015] Loss:[0.001/0.004] AdvLoss:[0.006/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 45][200|469] Time:[0.041/0.018] Loss:[0.001/0.004] AdvLoss:[0.005/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 45][210|469] Time:[0.041/0.018] Loss:[0.002/0.004] AdvLoss:[0.007/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 45][220|469] Time:[0.039/0.017] Loss:[0.003/0.004] AdvLoss:[0.020/0.021] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 45][230|469] Time:[0.042/0.018] Loss:[0.013/0.004] AdvLoss:[0.035/0.021] Acc:[0.992/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 45][240|469] Time:[0.040/0.019] Loss:[0.001/0.004] AdvLoss:[0.004/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 45][250|469] Time:[0.037/0.014] Loss:[0.008/0.004] AdvLoss:[0.032/0.021] Acc:[0.992/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 45][260|469] Time:[0.038/0.016] Loss:[0.002/0.004] AdvLoss:[0.014/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 45][270|469] Time:[0.043/0.017] Loss:[0.010/0.004] AdvLoss:[0.056/0.021] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 45][280|469] Time:[0.041/0.018] Loss:[0.002/0.004] AdvLoss:[0.014/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 45][290|469] Time:[0.039/0.016] Loss:[0.005/0.004] AdvLoss:[0.021/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 45][300|469] Time:[0.038/0.015] Loss:[0.015/0.004] AdvLoss:[0.080/0.021] Acc:[0.992/0.999] AdvAcc:[0.977/0.993] +Epoch:[ 45][310|469] Time:[0.040/0.018] Loss:[0.001/0.004] AdvLoss:[0.004/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 45][320|469] Time:[0.039/0.018] Loss:[0.013/0.005] AdvLoss:[0.064/0.021] Acc:[1.000/0.999] AdvAcc:[0.969/0.993] +Epoch:[ 45][330|469] Time:[0.042/0.017] Loss:[0.004/0.005] AdvLoss:[0.027/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 45][340|469] Time:[0.040/0.014] Loss:[0.004/0.005] AdvLoss:[0.027/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 45][350|469] Time:[0.038/0.016] Loss:[0.005/0.005] AdvLoss:[0.020/0.022] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 45][360|469] Time:[0.041/0.015] Loss:[0.005/0.005] AdvLoss:[0.021/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 45][370|469] Time:[0.033/0.016] Loss:[0.004/0.005] AdvLoss:[0.013/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 45][380|469] Time:[0.040/0.021] Loss:[0.005/0.005] AdvLoss:[0.038/0.022] Acc:[1.000/0.999] AdvAcc:[0.977/0.993] +Epoch:[ 45][390|469] Time:[0.040/0.020] Loss:[0.004/0.004] AdvLoss:[0.032/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 45][400|469] Time:[0.040/0.014] Loss:[0.002/0.004] AdvLoss:[0.009/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 45][410|469] Time:[0.037/0.015] Loss:[0.003/0.004] AdvLoss:[0.012/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 45][420|469] Time:[0.043/0.018] Loss:[0.009/0.005] AdvLoss:[0.066/0.023] Acc:[0.992/0.999] AdvAcc:[0.977/0.993] +Epoch:[ 45][430|469] Time:[0.042/0.018] Loss:[0.024/0.005] AdvLoss:[0.058/0.023] Acc:[0.992/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 45][440|469] Time:[0.040/0.015] Loss:[0.002/0.005] AdvLoss:[0.012/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 45][450|469] Time:[0.041/0.018] Loss:[0.005/0.005] AdvLoss:[0.024/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 45][460|469] Time:[0.043/0.018] Loss:[0.005/0.005] AdvLoss:[0.016/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 46][ 10|469] Time:[0.042/0.019] Loss:[0.003/0.003] AdvLoss:[0.012/0.020] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 46][ 20|469] Time:[0.039/0.016] Loss:[0.001/0.003] AdvLoss:[0.006/0.019] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 46][ 30|469] Time:[0.043/0.018] Loss:[0.046/0.010] AdvLoss:[0.109/0.022] Acc:[0.992/0.999] AdvAcc:[0.977/0.993] +Epoch:[ 46][ 40|469] Time:[0.043/0.018] Loss:[0.002/0.008] AdvLoss:[0.025/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 46][ 50|469] Time:[0.041/0.018] Loss:[0.001/0.007] AdvLoss:[0.005/0.019] Acc:[1.000/0.999] AdvAcc:[1.000/0.994] +Epoch:[ 46][ 60|469] Time:[0.038/0.015] Loss:[0.003/0.006] AdvLoss:[0.019/0.021] Acc:[1.000/0.999] AdvAcc:[0.984/0.994] +Epoch:[ 46][ 70|469] Time:[0.039/0.015] Loss:[0.013/0.006] AdvLoss:[0.066/0.022] Acc:[0.992/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 46][ 80|469] Time:[0.043/0.018] Loss:[0.003/0.006] AdvLoss:[0.020/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.994] +Epoch:[ 46][ 90|469] Time:[0.039/0.015] Loss:[0.001/0.006] AdvLoss:[0.008/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 46][100|469] Time:[0.043/0.018] Loss:[0.004/0.005] AdvLoss:[0.026/0.023] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 46][110|469] Time:[0.041/0.019] Loss:[0.001/0.005] AdvLoss:[0.006/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 46][120|469] Time:[0.038/0.015] Loss:[0.010/0.006] AdvLoss:[0.040/0.023] Acc:[0.992/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 46][130|469] Time:[0.042/0.017] Loss:[0.002/0.005] AdvLoss:[0.017/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 46][140|469] Time:[0.040/0.015] Loss:[0.010/0.006] AdvLoss:[0.049/0.023] Acc:[1.000/0.999] AdvAcc:[0.977/0.992] +Epoch:[ 46][150|469] Time:[0.041/0.018] Loss:[0.006/0.006] AdvLoss:[0.053/0.023] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 46][160|469] Time:[0.041/0.019] Loss:[0.003/0.005] AdvLoss:[0.031/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 46][170|469] Time:[0.042/0.017] Loss:[0.003/0.005] AdvLoss:[0.017/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 46][180|469] Time:[0.043/0.018] Loss:[0.001/0.005] AdvLoss:[0.011/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 46][190|469] Time:[0.041/0.018] Loss:[0.002/0.005] AdvLoss:[0.021/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 46][200|469] Time:[0.038/0.015] Loss:[0.007/0.005] AdvLoss:[0.022/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 46][210|469] Time:[0.041/0.018] Loss:[0.003/0.005] AdvLoss:[0.023/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 46][220|469] Time:[0.039/0.017] Loss:[0.003/0.005] AdvLoss:[0.019/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 46][230|469] Time:[0.042/0.019] Loss:[0.011/0.005] AdvLoss:[0.056/0.023] Acc:[1.000/0.999] AdvAcc:[0.977/0.993] +Epoch:[ 46][240|469] Time:[0.037/0.016] Loss:[0.017/0.005] AdvLoss:[0.072/0.024] Acc:[0.992/0.999] AdvAcc:[0.977/0.992] +Epoch:[ 46][250|469] Time:[0.039/0.019] Loss:[0.006/0.005] AdvLoss:[0.024/0.025] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 46][260|469] Time:[0.039/0.017] Loss:[0.008/0.006] AdvLoss:[0.048/0.025] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 46][270|469] Time:[0.042/0.020] Loss:[0.002/0.006] AdvLoss:[0.011/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 46][280|469] Time:[0.038/0.015] Loss:[0.002/0.006] AdvLoss:[0.009/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 46][290|469] Time:[0.041/0.018] Loss:[0.001/0.006] AdvLoss:[0.007/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 46][300|469] Time:[0.043/0.018] Loss:[0.003/0.006] AdvLoss:[0.037/0.024] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 46][310|469] Time:[0.042/0.018] Loss:[0.003/0.005] AdvLoss:[0.010/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 46][320|469] Time:[0.040/0.018] Loss:[0.005/0.006] AdvLoss:[0.029/0.025] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 46][330|469] Time:[0.043/0.017] Loss:[0.007/0.006] AdvLoss:[0.037/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 46][340|469] Time:[0.039/0.014] Loss:[0.011/0.006] AdvLoss:[0.050/0.026] Acc:[1.000/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 46][350|469] Time:[0.042/0.018] Loss:[0.011/0.006] AdvLoss:[0.066/0.026] Acc:[1.000/0.999] AdvAcc:[0.977/0.991] +Epoch:[ 46][360|469] Time:[0.039/0.015] Loss:[0.004/0.006] AdvLoss:[0.026/0.026] Acc:[1.000/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 46][370|469] Time:[0.041/0.015] Loss:[0.003/0.006] AdvLoss:[0.013/0.026] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 46][380|469] Time:[0.041/0.018] Loss:[0.048/0.006] AdvLoss:[0.066/0.026] Acc:[0.992/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 46][390|469] Time:[0.039/0.015] Loss:[0.017/0.007] AdvLoss:[0.057/0.027] Acc:[1.000/0.999] AdvAcc:[0.977/0.991] +Epoch:[ 46][400|469] Time:[0.038/0.015] Loss:[0.007/0.007] AdvLoss:[0.034/0.027] Acc:[1.000/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 46][410|469] Time:[0.038/0.015] Loss:[0.005/0.007] AdvLoss:[0.021/0.027] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 46][420|469] Time:[0.042/0.018] Loss:[0.008/0.007] AdvLoss:[0.050/0.027] Acc:[1.000/0.999] AdvAcc:[0.977/0.991] +Epoch:[ 46][430|469] Time:[0.039/0.016] Loss:[0.007/0.007] AdvLoss:[0.033/0.027] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 46][440|469] Time:[0.042/0.021] Loss:[0.004/0.006] AdvLoss:[0.038/0.027] Acc:[1.000/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 46][450|469] Time:[0.040/0.017] Loss:[0.004/0.006] AdvLoss:[0.021/0.027] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 46][460|469] Time:[0.039/0.015] Loss:[0.004/0.006] AdvLoss:[0.018/0.027] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 47][ 10|469] Time:[0.038/0.016] Loss:[0.003/0.004] AdvLoss:[0.022/0.023] Acc:[1.000/1.000] AdvAcc:[0.992/0.991] +Epoch:[ 47][ 20|469] Time:[0.040/0.017] Loss:[0.003/0.003] AdvLoss:[0.017/0.028] Acc:[1.000/1.000] AdvAcc:[1.000/0.991] +Epoch:[ 47][ 30|469] Time:[0.041/0.018] Loss:[0.003/0.004] AdvLoss:[0.016/0.025] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 47][ 40|469] Time:[0.038/0.016] Loss:[0.001/0.004] AdvLoss:[0.013/0.022] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 47][ 50|469] Time:[0.042/0.018] Loss:[0.003/0.004] AdvLoss:[0.023/0.021] Acc:[1.000/1.000] AdvAcc:[0.992/0.994] +Epoch:[ 47][ 60|469] Time:[0.043/0.018] Loss:[0.003/0.004] AdvLoss:[0.022/0.020] Acc:[1.000/1.000] AdvAcc:[0.992/0.994] +Epoch:[ 47][ 70|469] Time:[0.039/0.016] Loss:[0.003/0.003] AdvLoss:[0.039/0.020] Acc:[1.000/1.000] AdvAcc:[0.977/0.993] +Epoch:[ 47][ 80|469] Time:[0.042/0.019] Loss:[0.007/0.004] AdvLoss:[0.044/0.020] Acc:[1.000/1.000] AdvAcc:[0.984/0.993] +Epoch:[ 47][ 90|469] Time:[0.041/0.018] Loss:[0.002/0.004] AdvLoss:[0.014/0.020] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 47][100|469] Time:[0.042/0.018] Loss:[0.025/0.005] AdvLoss:[0.073/0.021] Acc:[0.992/0.999] AdvAcc:[0.977/0.993] +Epoch:[ 47][110|469] Time:[0.040/0.018] Loss:[0.007/0.006] AdvLoss:[0.037/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 47][120|469] Time:[0.038/0.015] Loss:[0.001/0.005] AdvLoss:[0.012/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 47][130|469] Time:[0.041/0.017] Loss:[0.001/0.005] AdvLoss:[0.006/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 47][140|469] Time:[0.039/0.015] Loss:[0.001/0.005] AdvLoss:[0.003/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.994] +Epoch:[ 47][150|469] Time:[0.041/0.018] Loss:[0.003/0.005] AdvLoss:[0.014/0.020] Acc:[1.000/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 47][160|469] Time:[0.043/0.018] Loss:[0.010/0.005] AdvLoss:[0.033/0.021] Acc:[1.000/0.999] AdvAcc:[0.984/0.994] +Epoch:[ 47][170|469] Time:[0.041/0.018] Loss:[0.007/0.006] AdvLoss:[0.038/0.022] Acc:[1.000/0.999] AdvAcc:[0.977/0.993] +Epoch:[ 47][180|469] Time:[0.041/0.018] Loss:[0.003/0.005] AdvLoss:[0.019/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 47][190|469] Time:[0.049/0.030] Loss:[0.010/0.005] AdvLoss:[0.031/0.022] Acc:[0.992/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 47][200|469] Time:[0.040/0.020] Loss:[0.005/0.005] AdvLoss:[0.024/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 47][210|469] Time:[0.052/0.023] Loss:[0.005/0.005] AdvLoss:[0.030/0.022] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 47][220|469] Time:[0.039/0.015] Loss:[0.003/0.005] AdvLoss:[0.017/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 47][230|469] Time:[0.043/0.019] Loss:[0.004/0.005] AdvLoss:[0.027/0.022] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 47][240|469] Time:[0.038/0.015] Loss:[0.001/0.005] AdvLoss:[0.005/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 47][250|469] Time:[0.038/0.015] Loss:[0.001/0.005] AdvLoss:[0.009/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 47][260|469] Time:[0.041/0.018] Loss:[0.008/0.005] AdvLoss:[0.036/0.021] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 47][270|469] Time:[0.038/0.016] Loss:[0.000/0.005] AdvLoss:[0.001/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 47][280|469] Time:[0.044/0.018] Loss:[0.015/0.005] AdvLoss:[0.064/0.021] Acc:[1.000/0.999] AdvAcc:[0.977/0.993] +Epoch:[ 47][290|469] Time:[0.042/0.018] Loss:[0.020/0.005] AdvLoss:[0.045/0.021] Acc:[0.992/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 47][300|469] Time:[0.044/0.021] Loss:[0.003/0.005] AdvLoss:[0.027/0.021] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 47][310|469] Time:[0.043/0.017] Loss:[0.014/0.005] AdvLoss:[0.064/0.021] Acc:[0.992/0.999] AdvAcc:[0.969/0.993] +Epoch:[ 47][320|469] Time:[0.040/0.015] Loss:[0.003/0.005] AdvLoss:[0.026/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 47][330|469] Time:[0.043/0.017] Loss:[0.004/0.005] AdvLoss:[0.021/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 47][340|469] Time:[0.041/0.018] Loss:[0.004/0.005] AdvLoss:[0.020/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 47][350|469] Time:[0.041/0.018] Loss:[0.013/0.005] AdvLoss:[0.061/0.021] Acc:[1.000/0.999] AdvAcc:[0.977/0.993] +Epoch:[ 47][360|469] Time:[0.043/0.018] Loss:[0.003/0.005] AdvLoss:[0.015/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 47][370|469] Time:[0.043/0.018] Loss:[0.009/0.005] AdvLoss:[0.052/0.022] Acc:[1.000/0.999] AdvAcc:[0.969/0.993] +Epoch:[ 47][380|469] Time:[0.042/0.018] Loss:[0.038/0.006] AdvLoss:[0.079/0.022] Acc:[0.992/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 47][390|469] Time:[0.038/0.015] Loss:[0.003/0.006] AdvLoss:[0.015/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 47][400|469] Time:[0.038/0.015] Loss:[0.002/0.006] AdvLoss:[0.015/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 47][410|469] Time:[0.042/0.019] Loss:[0.007/0.006] AdvLoss:[0.022/0.023] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 47][420|469] Time:[0.039/0.015] Loss:[0.002/0.006] AdvLoss:[0.010/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 47][430|469] Time:[0.040/0.017] Loss:[0.007/0.006] AdvLoss:[0.021/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 47][440|469] Time:[0.043/0.020] Loss:[0.004/0.006] AdvLoss:[0.019/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 47][450|469] Time:[0.038/0.016] Loss:[0.005/0.006] AdvLoss:[0.017/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 47][460|469] Time:[0.039/0.015] Loss:[0.008/0.006] AdvLoss:[0.033/0.024] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 48][ 10|469] Time:[0.041/0.018] Loss:[0.001/0.001] AdvLoss:[0.011/0.023] Acc:[1.000/1.000] AdvAcc:[1.000/0.992] +Epoch:[ 48][ 20|469] Time:[0.040/0.015] Loss:[0.003/0.002] AdvLoss:[0.020/0.022] Acc:[1.000/1.000] AdvAcc:[0.984/0.993] +Epoch:[ 48][ 30|469] Time:[0.041/0.017] Loss:[0.002/0.002] AdvLoss:[0.010/0.019] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 48][ 40|469] Time:[0.042/0.021] Loss:[0.003/0.002] AdvLoss:[0.022/0.019] Acc:[1.000/1.000] AdvAcc:[0.992/0.994] +Epoch:[ 48][ 50|469] Time:[0.046/0.021] Loss:[0.024/0.004] AdvLoss:[0.067/0.020] Acc:[0.992/0.999] AdvAcc:[0.984/0.994] +Epoch:[ 48][ 60|469] Time:[0.040/0.019] Loss:[0.004/0.004] AdvLoss:[0.023/0.020] Acc:[1.000/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 48][ 70|469] Time:[0.040/0.019] Loss:[0.013/0.005] AdvLoss:[0.048/0.021] Acc:[1.000/0.999] AdvAcc:[0.984/0.994] +Epoch:[ 48][ 80|469] Time:[0.041/0.018] Loss:[0.004/0.005] AdvLoss:[0.019/0.022] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 48][ 90|469] Time:[0.039/0.016] Loss:[0.003/0.006] AdvLoss:[0.024/0.021] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 48][100|469] Time:[0.039/0.014] Loss:[0.002/0.005] AdvLoss:[0.012/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 48][110|469] Time:[0.042/0.019] Loss:[0.006/0.005] AdvLoss:[0.026/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 48][120|469] Time:[0.044/0.018] Loss:[0.003/0.005] AdvLoss:[0.010/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 48][130|469] Time:[0.042/0.018] Loss:[0.002/0.005] AdvLoss:[0.014/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 48][140|469] Time:[0.040/0.015] Loss:[0.007/0.005] AdvLoss:[0.029/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 48][150|469] Time:[0.041/0.018] Loss:[0.006/0.005] AdvLoss:[0.046/0.022] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 48][160|469] Time:[0.041/0.018] Loss:[0.007/0.005] AdvLoss:[0.040/0.022] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 48][170|469] Time:[0.043/0.018] Loss:[0.004/0.005] AdvLoss:[0.020/0.022] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 48][180|469] Time:[0.043/0.017] Loss:[0.002/0.005] AdvLoss:[0.008/0.022] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 48][190|469] Time:[0.041/0.018] Loss:[0.017/0.005] AdvLoss:[0.047/0.023] Acc:[0.992/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 48][200|469] Time:[0.037/0.015] Loss:[0.005/0.005] AdvLoss:[0.038/0.023] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 48][210|469] Time:[0.043/0.018] Loss:[0.001/0.005] AdvLoss:[0.003/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 48][220|469] Time:[0.039/0.015] Loss:[0.012/0.005] AdvLoss:[0.040/0.022] Acc:[0.992/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 48][230|469] Time:[0.041/0.017] Loss:[0.006/0.005] AdvLoss:[0.031/0.022] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 48][240|469] Time:[0.039/0.015] Loss:[0.002/0.005] AdvLoss:[0.017/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 48][250|469] Time:[0.041/0.018] Loss:[0.013/0.005] AdvLoss:[0.047/0.022] Acc:[0.992/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 48][260|469] Time:[0.041/0.017] Loss:[0.001/0.005] AdvLoss:[0.006/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 48][270|469] Time:[0.042/0.019] Loss:[0.003/0.005] AdvLoss:[0.015/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 48][280|469] Time:[0.043/0.018] Loss:[0.009/0.005] AdvLoss:[0.037/0.023] Acc:[0.992/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 48][290|469] Time:[0.039/0.016] Loss:[0.002/0.005] AdvLoss:[0.017/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 48][300|469] Time:[0.043/0.018] Loss:[0.003/0.005] AdvLoss:[0.015/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 48][310|469] Time:[0.044/0.019] Loss:[0.002/0.005] AdvLoss:[0.018/0.023] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 48][320|469] Time:[0.038/0.015] Loss:[0.003/0.005] AdvLoss:[0.016/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 48][330|469] Time:[0.038/0.016] Loss:[0.018/0.005] AdvLoss:[0.069/0.023] Acc:[0.984/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 48][340|469] Time:[0.040/0.018] Loss:[0.003/0.005] AdvLoss:[0.009/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 48][350|469] Time:[0.038/0.015] Loss:[0.008/0.005] AdvLoss:[0.023/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 48][360|469] Time:[0.037/0.015] Loss:[0.001/0.005] AdvLoss:[0.004/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 48][370|469] Time:[0.041/0.018] Loss:[0.008/0.005] AdvLoss:[0.034/0.023] Acc:[0.992/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 48][380|469] Time:[0.038/0.016] Loss:[0.008/0.005] AdvLoss:[0.046/0.024] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 48][390|469] Time:[0.039/0.015] Loss:[0.013/0.005] AdvLoss:[0.053/0.024] Acc:[0.992/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 48][400|469] Time:[0.039/0.014] Loss:[0.016/0.005] AdvLoss:[0.051/0.024] Acc:[0.992/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 48][410|469] Time:[0.043/0.019] Loss:[0.006/0.005] AdvLoss:[0.030/0.024] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 48][420|469] Time:[0.042/0.018] Loss:[0.013/0.005] AdvLoss:[0.033/0.024] Acc:[0.992/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 48][430|469] Time:[0.039/0.016] Loss:[0.026/0.006] AdvLoss:[0.057/0.025] Acc:[0.992/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 48][440|469] Time:[0.038/0.015] Loss:[0.003/0.006] AdvLoss:[0.011/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 48][450|469] Time:[0.040/0.015] Loss:[0.002/0.006] AdvLoss:[0.011/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 48][460|469] Time:[0.039/0.016] Loss:[0.002/0.006] AdvLoss:[0.013/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 49][ 10|469] Time:[0.038/0.015] Loss:[0.005/0.005] AdvLoss:[0.028/0.018] Acc:[1.000/1.000] AdvAcc:[0.984/0.995] +Epoch:[ 49][ 20|469] Time:[0.048/0.022] Loss:[0.008/0.007] AdvLoss:[0.042/0.022] Acc:[1.000/1.000] AdvAcc:[0.984/0.993] +Epoch:[ 49][ 30|469] Time:[0.040/0.021] Loss:[0.003/0.005] AdvLoss:[0.025/0.022] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 49][ 40|469] Time:[0.042/0.017] Loss:[0.003/0.007] AdvLoss:[0.014/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 49][ 50|469] Time:[0.041/0.018] Loss:[0.012/0.007] AdvLoss:[0.036/0.026] Acc:[0.992/0.998] AdvAcc:[0.992/0.992] +Epoch:[ 49][ 60|469] Time:[0.042/0.017] Loss:[0.003/0.007] AdvLoss:[0.028/0.027] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 49][ 70|469] Time:[0.041/0.019] Loss:[0.002/0.006] AdvLoss:[0.006/0.026] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 49][ 80|469] Time:[0.044/0.018] Loss:[0.003/0.005] AdvLoss:[0.015/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 49][ 90|469] Time:[0.038/0.015] Loss:[0.004/0.005] AdvLoss:[0.022/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 49][100|469] Time:[0.038/0.016] Loss:[0.002/0.005] AdvLoss:[0.014/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 49][110|469] Time:[0.038/0.016] Loss:[0.006/0.005] AdvLoss:[0.023/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 49][120|469] Time:[0.038/0.016] Loss:[0.005/0.005] AdvLoss:[0.023/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 49][130|469] Time:[0.043/0.019] Loss:[0.001/0.005] AdvLoss:[0.010/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 49][140|469] Time:[0.044/0.018] Loss:[0.004/0.005] AdvLoss:[0.043/0.025] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 49][150|469] Time:[0.041/0.018] Loss:[0.041/0.006] AdvLoss:[0.081/0.026] Acc:[0.992/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 49][160|469] Time:[0.041/0.018] Loss:[0.003/0.006] AdvLoss:[0.022/0.025] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 49][170|469] Time:[0.039/0.018] Loss:[0.009/0.006] AdvLoss:[0.030/0.026] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 49][180|469] Time:[0.041/0.018] Loss:[0.002/0.006] AdvLoss:[0.013/0.026] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 49][190|469] Time:[0.038/0.015] Loss:[0.002/0.006] AdvLoss:[0.010/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 49][200|469] Time:[0.040/0.015] Loss:[0.002/0.006] AdvLoss:[0.013/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 49][210|469] Time:[0.041/0.017] Loss:[0.002/0.005] AdvLoss:[0.010/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 49][220|469] Time:[0.041/0.018] Loss:[0.005/0.005] AdvLoss:[0.024/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 49][230|469] Time:[0.041/0.018] Loss:[0.001/0.005] AdvLoss:[0.007/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 49][240|469] Time:[0.040/0.023] Loss:[0.001/0.005] AdvLoss:[0.003/0.024] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 49][250|469] Time:[0.038/0.015] Loss:[0.020/0.005] AdvLoss:[0.078/0.024] Acc:[0.992/0.999] AdvAcc:[0.969/0.993] +Epoch:[ 49][260|469] Time:[0.042/0.019] Loss:[0.011/0.005] AdvLoss:[0.053/0.024] Acc:[0.992/0.999] AdvAcc:[0.977/0.992] +Epoch:[ 49][270|469] Time:[0.039/0.016] Loss:[0.002/0.005] AdvLoss:[0.010/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 49][280|469] Time:[0.040/0.018] Loss:[0.002/0.005] AdvLoss:[0.009/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 49][290|469] Time:[0.038/0.015] Loss:[0.006/0.005] AdvLoss:[0.040/0.024] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 49][300|469] Time:[0.040/0.018] Loss:[0.009/0.005] AdvLoss:[0.041/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 49][310|469] Time:[0.043/0.020] Loss:[0.008/0.005] AdvLoss:[0.032/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 49][320|469] Time:[0.042/0.019] Loss:[0.007/0.005] AdvLoss:[0.044/0.025] Acc:[1.000/0.999] AdvAcc:[0.977/0.992] +Epoch:[ 49][330|469] Time:[0.039/0.015] Loss:[0.001/0.005] AdvLoss:[0.006/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 49][340|469] Time:[0.042/0.016] Loss:[0.012/0.005] AdvLoss:[0.046/0.024] Acc:[0.992/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 49][350|469] Time:[0.041/0.018] Loss:[0.002/0.005] AdvLoss:[0.022/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 49][360|469] Time:[0.040/0.015] Loss:[0.004/0.005] AdvLoss:[0.029/0.024] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 49][370|469] Time:[0.041/0.018] Loss:[0.004/0.005] AdvLoss:[0.038/0.024] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 49][380|469] Time:[0.043/0.018] Loss:[0.003/0.005] AdvLoss:[0.009/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 49][390|469] Time:[0.041/0.018] Loss:[0.024/0.005] AdvLoss:[0.054/0.024] Acc:[0.992/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 49][400|469] Time:[0.042/0.019] Loss:[0.004/0.005] AdvLoss:[0.030/0.025] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 49][410|469] Time:[0.037/0.015] Loss:[0.004/0.005] AdvLoss:[0.024/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 49][420|469] Time:[0.038/0.015] Loss:[0.006/0.005] AdvLoss:[0.027/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 49][430|469] Time:[0.041/0.019] Loss:[0.001/0.005] AdvLoss:[0.005/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 49][440|469] Time:[0.040/0.018] Loss:[0.004/0.005] AdvLoss:[0.017/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 49][450|469] Time:[0.042/0.018] Loss:[0.001/0.005] AdvLoss:[0.007/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 49][460|469] Time:[0.039/0.017] Loss:[0.005/0.005] AdvLoss:[0.040/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +epoch 49 evaluated +natural accuracy: 0.9933 +adversarial accuracy: 0.9867 +Epoch:[ 50][ 10|469] Time:[0.043/0.018] Loss:[0.002/0.002] AdvLoss:[0.028/0.023] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 50][ 20|469] Time:[0.042/0.018] Loss:[0.004/0.003] AdvLoss:[0.031/0.028] Acc:[1.000/1.000] AdvAcc:[0.984/0.990] +Epoch:[ 50][ 30|469] Time:[0.040/0.018] Loss:[0.013/0.004] AdvLoss:[0.035/0.028] Acc:[1.000/1.000] AdvAcc:[0.977/0.990] +Epoch:[ 50][ 40|469] Time:[0.042/0.018] Loss:[0.003/0.004] AdvLoss:[0.018/0.029] Acc:[1.000/1.000] AdvAcc:[0.992/0.991] +Epoch:[ 50][ 50|469] Time:[0.042/0.019] Loss:[0.004/0.004] AdvLoss:[0.019/0.029] Acc:[1.000/1.000] AdvAcc:[0.992/0.990] +Epoch:[ 50][ 60|469] Time:[0.037/0.015] Loss:[0.002/0.004] AdvLoss:[0.007/0.027] Acc:[1.000/1.000] AdvAcc:[1.000/0.991] +Epoch:[ 50][ 70|469] Time:[0.040/0.015] Loss:[0.003/0.004] AdvLoss:[0.026/0.026] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 50][ 80|469] Time:[0.043/0.018] Loss:[0.002/0.003] AdvLoss:[0.015/0.025] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 50][ 90|469] Time:[0.041/0.019] Loss:[0.001/0.003] AdvLoss:[0.009/0.025] Acc:[1.000/1.000] AdvAcc:[1.000/0.992] +Epoch:[ 50][100|469] Time:[0.043/0.018] Loss:[0.018/0.004] AdvLoss:[0.055/0.024] Acc:[0.992/1.000] AdvAcc:[0.977/0.992] +Epoch:[ 50][110|469] Time:[0.042/0.018] Loss:[0.006/0.004] AdvLoss:[0.025/0.024] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 50][120|469] Time:[0.040/0.018] Loss:[0.004/0.004] AdvLoss:[0.025/0.024] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 50][130|469] Time:[0.046/0.022] Loss:[0.002/0.004] AdvLoss:[0.007/0.024] Acc:[1.000/1.000] AdvAcc:[1.000/0.992] +Epoch:[ 50][140|469] Time:[0.041/0.018] Loss:[0.001/0.004] AdvLoss:[0.007/0.024] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 50][150|469] Time:[0.040/0.018] Loss:[0.006/0.004] AdvLoss:[0.049/0.024] Acc:[1.000/1.000] AdvAcc:[0.977/0.992] +Epoch:[ 50][160|469] Time:[0.041/0.017] Loss:[0.001/0.004] AdvLoss:[0.014/0.023] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 50][170|469] Time:[0.042/0.016] Loss:[0.005/0.004] AdvLoss:[0.022/0.024] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 50][180|469] Time:[0.041/0.018] Loss:[0.005/0.004] AdvLoss:[0.025/0.023] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 50][190|469] Time:[0.040/0.017] Loss:[0.005/0.004] AdvLoss:[0.027/0.023] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 50][200|469] Time:[0.040/0.019] Loss:[0.006/0.004] AdvLoss:[0.031/0.024] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 50][210|469] Time:[0.038/0.016] Loss:[0.011/0.004] AdvLoss:[0.060/0.024] Acc:[0.992/1.000] AdvAcc:[0.984/0.992] +Epoch:[ 50][220|469] Time:[0.041/0.019] Loss:[0.003/0.004] AdvLoss:[0.021/0.025] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 50][230|469] Time:[0.052/0.029] Loss:[0.005/0.004] AdvLoss:[0.025/0.025] Acc:[1.000/1.000] AdvAcc:[0.984/0.992] +Epoch:[ 50][240|469] Time:[0.045/0.025] Loss:[0.009/0.004] AdvLoss:[0.054/0.025] Acc:[1.000/1.000] AdvAcc:[0.969/0.992] +Epoch:[ 50][250|469] Time:[0.042/0.022] Loss:[0.001/0.004] AdvLoss:[0.008/0.025] Acc:[1.000/1.000] AdvAcc:[1.000/0.992] +Epoch:[ 50][260|469] Time:[0.042/0.018] Loss:[0.006/0.004] AdvLoss:[0.053/0.024] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 50][270|469] Time:[0.042/0.018] Loss:[0.002/0.004] AdvLoss:[0.021/0.024] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 50][280|469] Time:[0.042/0.019] Loss:[0.001/0.004] AdvLoss:[0.006/0.024] Acc:[1.000/1.000] AdvAcc:[1.000/0.992] +Epoch:[ 50][290|469] Time:[0.041/0.018] Loss:[0.003/0.004] AdvLoss:[0.011/0.024] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 50][300|469] Time:[0.041/0.017] Loss:[0.005/0.004] AdvLoss:[0.021/0.025] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 50][310|469] Time:[0.043/0.018] Loss:[0.004/0.004] AdvLoss:[0.025/0.025] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 50][320|469] Time:[0.041/0.015] Loss:[0.003/0.004] AdvLoss:[0.014/0.025] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 50][330|469] Time:[0.040/0.014] Loss:[0.004/0.004] AdvLoss:[0.016/0.025] Acc:[1.000/1.000] AdvAcc:[1.000/0.992] +Epoch:[ 50][340|469] Time:[0.041/0.018] Loss:[0.001/0.004] AdvLoss:[0.014/0.025] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 50][350|469] Time:[0.042/0.019] Loss:[0.007/0.004] AdvLoss:[0.035/0.025] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 50][360|469] Time:[0.038/0.015] Loss:[0.007/0.004] AdvLoss:[0.037/0.025] Acc:[1.000/1.000] AdvAcc:[0.984/0.992] +Epoch:[ 50][370|469] Time:[0.041/0.017] Loss:[0.003/0.004] AdvLoss:[0.012/0.025] Acc:[1.000/1.000] AdvAcc:[1.000/0.992] +Epoch:[ 50][380|469] Time:[0.045/0.019] Loss:[0.001/0.004] AdvLoss:[0.002/0.025] Acc:[1.000/1.000] AdvAcc:[1.000/0.992] +Epoch:[ 50][390|469] Time:[0.040/0.016] Loss:[0.002/0.004] AdvLoss:[0.011/0.025] Acc:[1.000/1.000] AdvAcc:[1.000/0.992] +Epoch:[ 50][400|469] Time:[0.039/0.015] Loss:[0.006/0.004] AdvLoss:[0.047/0.025] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 50][410|469] Time:[0.038/0.015] Loss:[0.007/0.004] AdvLoss:[0.036/0.025] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 50][420|469] Time:[0.042/0.019] Loss:[0.004/0.004] AdvLoss:[0.025/0.025] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 50][430|469] Time:[0.033/0.017] Loss:[0.002/0.004] AdvLoss:[0.010/0.025] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 50][440|469] Time:[0.041/0.018] Loss:[0.002/0.004] AdvLoss:[0.013/0.025] Acc:[1.000/1.000] AdvAcc:[1.000/0.992] +Epoch:[ 50][450|469] Time:[0.040/0.018] Loss:[0.005/0.004] AdvLoss:[0.023/0.025] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 50][460|469] Time:[0.043/0.018] Loss:[0.015/0.004] AdvLoss:[0.056/0.025] Acc:[0.992/1.000] AdvAcc:[0.984/0.992] +Epoch:[ 51][ 10|469] Time:[0.042/0.017] Loss:[0.007/0.007] AdvLoss:[0.043/0.028] Acc:[1.000/1.000] AdvAcc:[0.992/0.991] +Epoch:[ 51][ 20|469] Time:[0.040/0.018] Loss:[0.002/0.006] AdvLoss:[0.013/0.027] Acc:[1.000/1.000] AdvAcc:[1.000/0.991] +Epoch:[ 51][ 30|469] Time:[0.045/0.019] Loss:[0.008/0.005] AdvLoss:[0.045/0.027] Acc:[1.000/1.000] AdvAcc:[0.984/0.991] +Epoch:[ 51][ 40|469] Time:[0.039/0.019] Loss:[0.025/0.008] AdvLoss:[0.094/0.028] Acc:[0.992/0.999] AdvAcc:[0.969/0.991] +Epoch:[ 51][ 50|469] Time:[0.040/0.015] Loss:[0.002/0.006] AdvLoss:[0.009/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 51][ 60|469] Time:[0.039/0.016] Loss:[0.002/0.006] AdvLoss:[0.008/0.026] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 51][ 70|469] Time:[0.040/0.018] Loss:[0.002/0.006] AdvLoss:[0.011/0.026] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 51][ 80|469] Time:[0.039/0.016] Loss:[0.002/0.005] AdvLoss:[0.010/0.026] Acc:[1.000/1.000] AdvAcc:[1.000/0.992] +Epoch:[ 51][ 90|469] Time:[0.041/0.018] Loss:[0.003/0.005] AdvLoss:[0.015/0.024] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 51][100|469] Time:[0.038/0.015] Loss:[0.003/0.005] AdvLoss:[0.011/0.024] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 51][110|469] Time:[0.041/0.018] Loss:[0.001/0.004] AdvLoss:[0.007/0.023] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 51][120|469] Time:[0.042/0.019] Loss:[0.028/0.005] AdvLoss:[0.061/0.024] Acc:[0.992/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 51][130|469] Time:[0.038/0.016] Loss:[0.003/0.005] AdvLoss:[0.016/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 51][140|469] Time:[0.040/0.015] Loss:[0.019/0.005] AdvLoss:[0.087/0.023] Acc:[0.992/0.999] AdvAcc:[0.977/0.993] +Epoch:[ 51][150|469] Time:[0.043/0.017] Loss:[0.016/0.006] AdvLoss:[0.054/0.023] Acc:[0.992/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 51][160|469] Time:[0.040/0.018] Loss:[0.002/0.006] AdvLoss:[0.012/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 51][170|469] Time:[0.042/0.017] Loss:[0.010/0.006] AdvLoss:[0.026/0.023] Acc:[0.992/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 51][180|469] Time:[0.038/0.016] Loss:[0.001/0.006] AdvLoss:[0.006/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 51][190|469] Time:[0.038/0.015] Loss:[0.002/0.006] AdvLoss:[0.010/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 51][200|469] Time:[0.049/0.026] Loss:[0.004/0.006] AdvLoss:[0.031/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 51][210|469] Time:[0.038/0.016] Loss:[0.014/0.006] AdvLoss:[0.033/0.023] Acc:[0.992/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 51][220|469] Time:[0.043/0.018] Loss:[0.053/0.007] AdvLoss:[0.072/0.023] Acc:[0.992/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 51][230|469] Time:[0.038/0.015] Loss:[0.002/0.007] AdvLoss:[0.006/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 51][240|469] Time:[0.042/0.018] Loss:[0.002/0.006] AdvLoss:[0.017/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 51][250|469] Time:[0.040/0.015] Loss:[0.001/0.006] AdvLoss:[0.005/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 51][260|469] Time:[0.041/0.022] Loss:[0.007/0.006] AdvLoss:[0.042/0.023] Acc:[1.000/0.999] AdvAcc:[0.977/0.993] +Epoch:[ 51][270|469] Time:[0.040/0.014] Loss:[0.043/0.007] AdvLoss:[0.093/0.023] Acc:[0.992/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 51][280|469] Time:[0.042/0.018] Loss:[0.001/0.007] AdvLoss:[0.006/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 51][290|469] Time:[0.043/0.018] Loss:[0.002/0.006] AdvLoss:[0.013/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 51][300|469] Time:[0.041/0.018] Loss:[0.001/0.006] AdvLoss:[0.004/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 51][310|469] Time:[0.038/0.016] Loss:[0.008/0.006] AdvLoss:[0.034/0.024] Acc:[1.000/0.999] AdvAcc:[0.977/0.992] +Epoch:[ 51][320|469] Time:[0.038/0.016] Loss:[0.002/0.006] AdvLoss:[0.014/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 51][330|469] Time:[0.043/0.018] Loss:[0.021/0.007] AdvLoss:[0.048/0.024] Acc:[0.992/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 51][340|469] Time:[0.041/0.018] Loss:[0.001/0.006] AdvLoss:[0.010/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 51][350|469] Time:[0.041/0.018] Loss:[0.012/0.006] AdvLoss:[0.096/0.024] Acc:[1.000/0.999] AdvAcc:[0.969/0.992] +Epoch:[ 51][360|469] Time:[0.042/0.019] Loss:[0.008/0.006] AdvLoss:[0.030/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 51][370|469] Time:[0.041/0.015] Loss:[0.019/0.007] AdvLoss:[0.065/0.025] Acc:[0.992/0.999] AdvAcc:[0.977/0.992] +Epoch:[ 51][380|469] Time:[0.044/0.019] Loss:[0.018/0.007] AdvLoss:[0.038/0.025] Acc:[0.992/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 51][390|469] Time:[0.042/0.020] Loss:[0.002/0.007] AdvLoss:[0.010/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 51][400|469] Time:[0.039/0.016] Loss:[0.003/0.007] AdvLoss:[0.016/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 51][410|469] Time:[0.039/0.016] Loss:[0.003/0.007] AdvLoss:[0.012/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 51][420|469] Time:[0.038/0.016] Loss:[0.001/0.006] AdvLoss:[0.009/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 51][430|469] Time:[0.039/0.014] Loss:[0.002/0.006] AdvLoss:[0.010/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 51][440|469] Time:[0.040/0.016] Loss:[0.003/0.006] AdvLoss:[0.014/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 51][450|469] Time:[0.042/0.018] Loss:[0.003/0.006] AdvLoss:[0.027/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 51][460|469] Time:[0.038/0.016] Loss:[0.006/0.006] AdvLoss:[0.047/0.025] Acc:[1.000/0.999] AdvAcc:[0.977/0.992] +Epoch:[ 52][ 10|469] Time:[0.041/0.019] Loss:[0.001/0.001] AdvLoss:[0.003/0.021] Acc:[1.000/1.000] AdvAcc:[1.000/0.995] +Epoch:[ 52][ 20|469] Time:[0.041/0.018] Loss:[0.003/0.002] AdvLoss:[0.026/0.022] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 52][ 30|469] Time:[0.041/0.019] Loss:[0.000/0.001] AdvLoss:[0.002/0.019] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 52][ 40|469] Time:[0.043/0.020] Loss:[0.002/0.001] AdvLoss:[0.006/0.018] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 52][ 50|469] Time:[0.032/0.023] Loss:[0.007/0.002] AdvLoss:[0.036/0.019] Acc:[1.000/1.000] AdvAcc:[0.977/0.994] +Epoch:[ 52][ 60|469] Time:[0.032/0.015] Loss:[0.002/0.002] AdvLoss:[0.038/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 52][ 70|469] Time:[0.040/0.023] Loss:[0.010/0.004] AdvLoss:[0.036/0.023] Acc:[0.992/0.998] AdvAcc:[0.992/0.992] +Epoch:[ 52][ 80|469] Time:[0.041/0.018] Loss:[0.004/0.004] AdvLoss:[0.015/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 52][ 90|469] Time:[0.043/0.018] Loss:[0.005/0.004] AdvLoss:[0.021/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 52][100|469] Time:[0.041/0.017] Loss:[0.003/0.004] AdvLoss:[0.025/0.023] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 52][110|469] Time:[0.040/0.018] Loss:[0.004/0.004] AdvLoss:[0.027/0.023] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 52][120|469] Time:[0.038/0.016] Loss:[0.003/0.004] AdvLoss:[0.034/0.024] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 52][130|469] Time:[0.038/0.016] Loss:[0.002/0.004] AdvLoss:[0.008/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 52][140|469] Time:[0.041/0.018] Loss:[0.002/0.004] AdvLoss:[0.007/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 52][150|469] Time:[0.043/0.018] Loss:[0.002/0.004] AdvLoss:[0.011/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 52][160|469] Time:[0.042/0.019] Loss:[0.002/0.004] AdvLoss:[0.005/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 52][170|469] Time:[0.041/0.016] Loss:[0.004/0.004] AdvLoss:[0.030/0.023] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 52][180|469] Time:[0.039/0.016] Loss:[0.007/0.004] AdvLoss:[0.042/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 52][190|469] Time:[0.041/0.019] Loss:[0.003/0.004] AdvLoss:[0.027/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 52][200|469] Time:[0.041/0.018] Loss:[0.002/0.004] AdvLoss:[0.013/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 52][210|469] Time:[0.043/0.018] Loss:[0.001/0.004] AdvLoss:[0.009/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 52][220|469] Time:[0.041/0.018] Loss:[0.013/0.004] AdvLoss:[0.054/0.022] Acc:[0.984/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 52][230|469] Time:[0.041/0.017] Loss:[0.001/0.004] AdvLoss:[0.009/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 52][240|469] Time:[0.041/0.018] Loss:[0.016/0.004] AdvLoss:[0.063/0.022] Acc:[0.992/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 52][250|469] Time:[0.038/0.014] Loss:[0.006/0.004] AdvLoss:[0.039/0.022] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 52][260|469] Time:[0.040/0.017] Loss:[0.006/0.004] AdvLoss:[0.034/0.023] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 52][270|469] Time:[0.038/0.015] Loss:[0.009/0.005] AdvLoss:[0.032/0.022] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 52][280|469] Time:[0.042/0.019] Loss:[0.005/0.005] AdvLoss:[0.019/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 52][290|469] Time:[0.039/0.016] Loss:[0.001/0.004] AdvLoss:[0.005/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 52][300|469] Time:[0.043/0.020] Loss:[0.003/0.005] AdvLoss:[0.013/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 52][310|469] Time:[0.043/0.022] Loss:[0.003/0.005] AdvLoss:[0.011/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 52][320|469] Time:[0.038/0.015] Loss:[0.005/0.005] AdvLoss:[0.020/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 52][330|469] Time:[0.044/0.020] Loss:[0.006/0.005] AdvLoss:[0.025/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 52][340|469] Time:[0.039/0.015] Loss:[0.006/0.005] AdvLoss:[0.033/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 52][350|469] Time:[0.039/0.018] Loss:[0.002/0.005] AdvLoss:[0.013/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 52][360|469] Time:[0.041/0.017] Loss:[0.002/0.005] AdvLoss:[0.012/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 52][370|469] Time:[0.041/0.017] Loss:[0.043/0.005] AdvLoss:[0.117/0.023] Acc:[0.992/0.999] AdvAcc:[0.969/0.993] +Epoch:[ 52][380|469] Time:[0.035/0.015] Loss:[0.015/0.005] AdvLoss:[0.081/0.023] Acc:[0.992/0.999] AdvAcc:[0.961/0.992] +Epoch:[ 52][390|469] Time:[0.041/0.017] Loss:[0.004/0.005] AdvLoss:[0.023/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 52][400|469] Time:[0.043/0.018] Loss:[0.006/0.005] AdvLoss:[0.046/0.023] Acc:[1.000/0.999] AdvAcc:[0.977/0.992] +Epoch:[ 52][410|469] Time:[0.038/0.015] Loss:[0.002/0.005] AdvLoss:[0.005/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 52][420|469] Time:[0.043/0.017] Loss:[0.001/0.005] AdvLoss:[0.006/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 52][430|469] Time:[0.043/0.019] Loss:[0.004/0.005] AdvLoss:[0.049/0.024] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 52][440|469] Time:[0.043/0.018] Loss:[0.010/0.005] AdvLoss:[0.027/0.024] Acc:[0.992/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 52][450|469] Time:[0.040/0.018] Loss:[0.002/0.005] AdvLoss:[0.011/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 52][460|469] Time:[0.037/0.015] Loss:[0.002/0.005] AdvLoss:[0.009/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 53][ 10|469] Time:[0.042/0.018] Loss:[0.002/0.002] AdvLoss:[0.006/0.017] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 53][ 20|469] Time:[0.039/0.015] Loss:[0.003/0.002] AdvLoss:[0.019/0.017] Acc:[1.000/1.000] AdvAcc:[0.992/0.994] +Epoch:[ 53][ 30|469] Time:[0.039/0.018] Loss:[0.003/0.003] AdvLoss:[0.022/0.019] Acc:[1.000/1.000] AdvAcc:[0.992/0.994] +Epoch:[ 53][ 40|469] Time:[0.042/0.017] Loss:[0.003/0.002] AdvLoss:[0.018/0.021] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 53][ 50|469] Time:[0.040/0.015] Loss:[0.001/0.002] AdvLoss:[0.004/0.020] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 53][ 60|469] Time:[0.041/0.018] Loss:[0.022/0.004] AdvLoss:[0.050/0.020] Acc:[0.992/0.999] AdvAcc:[0.984/0.994] +Epoch:[ 53][ 70|469] Time:[0.041/0.018] Loss:[0.004/0.004] AdvLoss:[0.012/0.020] Acc:[1.000/0.999] AdvAcc:[1.000/0.994] +Epoch:[ 53][ 80|469] Time:[0.039/0.015] Loss:[0.002/0.003] AdvLoss:[0.009/0.019] Acc:[1.000/1.000] AdvAcc:[0.992/0.994] +Epoch:[ 53][ 90|469] Time:[0.041/0.018] Loss:[0.001/0.003] AdvLoss:[0.003/0.018] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 53][100|469] Time:[0.042/0.017] Loss:[0.001/0.003] AdvLoss:[0.004/0.017] Acc:[1.000/1.000] AdvAcc:[1.000/0.995] +Epoch:[ 53][110|469] Time:[0.039/0.015] Loss:[0.003/0.003] AdvLoss:[0.015/0.017] Acc:[1.000/1.000] AdvAcc:[0.992/0.995] +Epoch:[ 53][120|469] Time:[0.041/0.018] Loss:[0.002/0.003] AdvLoss:[0.028/0.018] Acc:[1.000/1.000] AdvAcc:[0.992/0.994] +Epoch:[ 53][130|469] Time:[0.044/0.018] Loss:[0.003/0.003] AdvLoss:[0.023/0.019] Acc:[1.000/1.000] AdvAcc:[0.992/0.994] +Epoch:[ 53][140|469] Time:[0.038/0.015] Loss:[0.009/0.003] AdvLoss:[0.041/0.019] Acc:[1.000/1.000] AdvAcc:[0.992/0.994] +Epoch:[ 53][150|469] Time:[0.041/0.018] Loss:[0.002/0.003] AdvLoss:[0.014/0.019] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 53][160|469] Time:[0.043/0.017] Loss:[0.014/0.003] AdvLoss:[0.062/0.019] Acc:[0.992/1.000] AdvAcc:[0.977/0.994] +Epoch:[ 53][170|469] Time:[0.041/0.018] Loss:[0.002/0.003] AdvLoss:[0.012/0.019] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 53][180|469] Time:[0.042/0.019] Loss:[0.003/0.003] AdvLoss:[0.020/0.020] Acc:[1.000/1.000] AdvAcc:[0.992/0.994] +Epoch:[ 53][190|469] Time:[0.042/0.018] Loss:[0.004/0.003] AdvLoss:[0.021/0.020] Acc:[1.000/1.000] AdvAcc:[0.992/0.994] +Epoch:[ 53][200|469] Time:[0.041/0.018] Loss:[0.003/0.004] AdvLoss:[0.013/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.994] +Epoch:[ 53][210|469] Time:[0.038/0.015] Loss:[0.001/0.003] AdvLoss:[0.006/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.994] +Epoch:[ 53][220|469] Time:[0.040/0.020] Loss:[0.002/0.003] AdvLoss:[0.005/0.020] Acc:[1.000/0.999] AdvAcc:[1.000/0.994] +Epoch:[ 53][230|469] Time:[0.030/0.018] Loss:[0.003/0.004] AdvLoss:[0.011/0.020] Acc:[1.000/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 53][240|469] Time:[0.041/0.018] Loss:[0.002/0.004] AdvLoss:[0.007/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.994] +Epoch:[ 53][250|469] Time:[0.039/0.016] Loss:[0.004/0.004] AdvLoss:[0.030/0.021] Acc:[1.000/0.999] AdvAcc:[0.984/0.994] +Epoch:[ 53][260|469] Time:[0.043/0.017] Loss:[0.003/0.004] AdvLoss:[0.030/0.021] Acc:[1.000/0.999] AdvAcc:[0.977/0.993] +Epoch:[ 53][270|469] Time:[0.040/0.015] Loss:[0.003/0.004] AdvLoss:[0.020/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 53][280|469] Time:[0.042/0.017] Loss:[0.050/0.004] AdvLoss:[0.077/0.021] Acc:[0.992/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 53][290|469] Time:[0.039/0.016] Loss:[0.005/0.004] AdvLoss:[0.041/0.021] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 53][300|469] Time:[0.039/0.015] Loss:[0.001/0.004] AdvLoss:[0.010/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 53][310|469] Time:[0.040/0.016] Loss:[0.021/0.005] AdvLoss:[0.088/0.022] Acc:[0.992/0.999] AdvAcc:[0.969/0.993] +Epoch:[ 53][320|469] Time:[0.041/0.018] Loss:[0.006/0.005] AdvLoss:[0.033/0.022] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 53][330|469] Time:[0.044/0.018] Loss:[0.002/0.004] AdvLoss:[0.011/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 53][340|469] Time:[0.039/0.017] Loss:[0.009/0.005] AdvLoss:[0.036/0.021] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 53][350|469] Time:[0.033/0.015] Loss:[0.007/0.005] AdvLoss:[0.034/0.021] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 53][360|469] Time:[0.033/0.014] Loss:[0.001/0.005] AdvLoss:[0.005/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 53][370|469] Time:[0.041/0.015] Loss:[0.002/0.005] AdvLoss:[0.008/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 53][380|469] Time:[0.040/0.017] Loss:[0.021/0.005] AdvLoss:[0.064/0.022] Acc:[0.992/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 53][390|469] Time:[0.040/0.018] Loss:[0.003/0.005] AdvLoss:[0.011/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 53][400|469] Time:[0.043/0.018] Loss:[0.006/0.005] AdvLoss:[0.019/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 53][410|469] Time:[0.040/0.018] Loss:[0.003/0.005] AdvLoss:[0.013/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 53][420|469] Time:[0.041/0.018] Loss:[0.003/0.005] AdvLoss:[0.016/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 53][430|469] Time:[0.040/0.016] Loss:[0.001/0.005] AdvLoss:[0.008/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 53][440|469] Time:[0.040/0.015] Loss:[0.004/0.005] AdvLoss:[0.020/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 53][450|469] Time:[0.042/0.017] Loss:[0.003/0.005] AdvLoss:[0.012/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 53][460|469] Time:[0.040/0.018] Loss:[0.005/0.005] AdvLoss:[0.037/0.023] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 54][ 10|469] Time:[0.042/0.015] Loss:[0.011/0.009] AdvLoss:[0.064/0.034] Acc:[1.000/1.000] AdvAcc:[0.977/0.991] +Epoch:[ 54][ 20|469] Time:[0.041/0.018] Loss:[0.004/0.006] AdvLoss:[0.015/0.026] Acc:[1.000/1.000] AdvAcc:[1.000/0.992] +Epoch:[ 54][ 30|469] Time:[0.041/0.018] Loss:[0.003/0.005] AdvLoss:[0.013/0.025] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 54][ 40|469] Time:[0.042/0.018] Loss:[0.005/0.006] AdvLoss:[0.027/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 54][ 50|469] Time:[0.041/0.019] Loss:[0.002/0.005] AdvLoss:[0.012/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 54][ 60|469] Time:[0.041/0.018] Loss:[0.002/0.005] AdvLoss:[0.008/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.994] +Epoch:[ 54][ 70|469] Time:[0.042/0.018] Loss:[0.002/0.005] AdvLoss:[0.016/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 54][ 80|469] Time:[0.040/0.015] Loss:[0.001/0.004] AdvLoss:[0.011/0.020] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 54][ 90|469] Time:[0.041/0.020] Loss:[0.001/0.004] AdvLoss:[0.006/0.020] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 54][100|469] Time:[0.040/0.018] Loss:[0.002/0.004] AdvLoss:[0.019/0.021] Acc:[1.000/1.000] AdvAcc:[0.992/0.994] +Epoch:[ 54][110|469] Time:[0.040/0.014] Loss:[0.002/0.004] AdvLoss:[0.009/0.020] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 54][120|469] Time:[0.041/0.018] Loss:[0.001/0.003] AdvLoss:[0.014/0.020] Acc:[1.000/1.000] AdvAcc:[0.992/0.994] +Epoch:[ 54][130|469] Time:[0.042/0.019] Loss:[0.013/0.004] AdvLoss:[0.031/0.020] Acc:[0.992/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 54][140|469] Time:[0.041/0.019] Loss:[0.012/0.004] AdvLoss:[0.043/0.021] Acc:[0.992/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 54][150|469] Time:[0.041/0.018] Loss:[0.002/0.004] AdvLoss:[0.015/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 54][160|469] Time:[0.040/0.018] Loss:[0.017/0.005] AdvLoss:[0.032/0.020] Acc:[0.992/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 54][170|469] Time:[0.038/0.016] Loss:[0.003/0.004] AdvLoss:[0.018/0.020] Acc:[1.000/0.999] AdvAcc:[0.984/0.994] +Epoch:[ 54][180|469] Time:[0.042/0.018] Loss:[0.002/0.004] AdvLoss:[0.016/0.020] Acc:[1.000/0.999] AdvAcc:[1.000/0.994] +Epoch:[ 54][190|469] Time:[0.041/0.016] Loss:[0.003/0.004] AdvLoss:[0.021/0.020] Acc:[1.000/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 54][200|469] Time:[0.042/0.019] Loss:[0.001/0.004] AdvLoss:[0.006/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 54][210|469] Time:[0.040/0.018] Loss:[0.007/0.004] AdvLoss:[0.036/0.021] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 54][220|469] Time:[0.039/0.016] Loss:[0.004/0.004] AdvLoss:[0.027/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 54][230|469] Time:[0.043/0.018] Loss:[0.001/0.004] AdvLoss:[0.002/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 54][240|469] Time:[0.046/0.022] Loss:[0.002/0.004] AdvLoss:[0.015/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 54][250|469] Time:[0.041/0.018] Loss:[0.006/0.004] AdvLoss:[0.027/0.021] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 54][260|469] Time:[0.039/0.014] Loss:[0.002/0.004] AdvLoss:[0.013/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 54][270|469] Time:[0.041/0.018] Loss:[0.003/0.004] AdvLoss:[0.019/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 54][280|469] Time:[0.043/0.018] Loss:[0.007/0.004] AdvLoss:[0.040/0.022] Acc:[1.000/0.999] AdvAcc:[0.977/0.993] +Epoch:[ 54][290|469] Time:[0.041/0.018] Loss:[0.005/0.004] AdvLoss:[0.048/0.022] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 54][300|469] Time:[0.041/0.018] Loss:[0.013/0.004] AdvLoss:[0.075/0.022] Acc:[0.992/0.999] AdvAcc:[0.977/0.993] +Epoch:[ 54][310|469] Time:[0.041/0.016] Loss:[0.005/0.004] AdvLoss:[0.032/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 54][320|469] Time:[0.041/0.015] Loss:[0.005/0.004] AdvLoss:[0.026/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 54][330|469] Time:[0.041/0.018] Loss:[0.005/0.004] AdvLoss:[0.036/0.023] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 54][340|469] Time:[0.040/0.015] Loss:[0.053/0.005] AdvLoss:[0.091/0.023] Acc:[0.992/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 54][350|469] Time:[0.043/0.018] Loss:[0.007/0.005] AdvLoss:[0.029/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 54][360|469] Time:[0.039/0.015] Loss:[0.007/0.005] AdvLoss:[0.037/0.024] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 54][370|469] Time:[0.041/0.018] Loss:[0.002/0.005] AdvLoss:[0.007/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 54][380|469] Time:[0.043/0.017] Loss:[0.003/0.005] AdvLoss:[0.024/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 54][390|469] Time:[0.039/0.016] Loss:[0.001/0.005] AdvLoss:[0.006/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 54][400|469] Time:[0.040/0.015] Loss:[0.001/0.005] AdvLoss:[0.015/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 54][410|469] Time:[0.041/0.017] Loss:[0.003/0.005] AdvLoss:[0.016/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 54][420|469] Time:[0.041/0.017] Loss:[0.014/0.005] AdvLoss:[0.061/0.024] Acc:[0.992/0.999] AdvAcc:[0.977/0.993] +Epoch:[ 54][430|469] Time:[0.040/0.015] Loss:[0.039/0.005] AdvLoss:[0.068/0.024] Acc:[0.992/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 54][440|469] Time:[0.046/0.023] Loss:[0.003/0.005] AdvLoss:[0.011/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 54][450|469] Time:[0.040/0.015] Loss:[0.004/0.005] AdvLoss:[0.024/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 54][460|469] Time:[0.041/0.018] Loss:[0.002/0.005] AdvLoss:[0.009/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +epoch 54 evaluated +natural accuracy: 0.9929 +adversarial accuracy: 0.9862 +Epoch:[ 55][ 10|469] Time:[0.040/0.016] Loss:[0.004/0.004] AdvLoss:[0.036/0.026] Acc:[1.000/1.000] AdvAcc:[0.984/0.991] +Epoch:[ 55][ 20|469] Time:[0.038/0.015] Loss:[0.005/0.004] AdvLoss:[0.027/0.024] Acc:[1.000/1.000] AdvAcc:[0.984/0.992] +Epoch:[ 55][ 30|469] Time:[0.040/0.016] Loss:[0.009/0.006] AdvLoss:[0.043/0.023] Acc:[1.000/0.999] AdvAcc:[0.977/0.993] +Epoch:[ 55][ 40|469] Time:[0.038/0.014] Loss:[0.004/0.005] AdvLoss:[0.020/0.020] Acc:[1.000/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 55][ 50|469] Time:[0.042/0.020] Loss:[0.001/0.005] AdvLoss:[0.008/0.019] Acc:[1.000/0.999] AdvAcc:[1.000/0.994] +Epoch:[ 55][ 60|469] Time:[0.037/0.014] Loss:[0.002/0.004] AdvLoss:[0.014/0.019] Acc:[1.000/0.999] AdvAcc:[1.000/0.994] +Epoch:[ 55][ 70|469] Time:[0.041/0.015] Loss:[0.048/0.007] AdvLoss:[0.115/0.021] Acc:[0.992/0.999] AdvAcc:[0.977/0.993] +Epoch:[ 55][ 80|469] Time:[0.043/0.018] Loss:[0.006/0.007] AdvLoss:[0.025/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 55][ 90|469] Time:[0.040/0.019] Loss:[0.016/0.007] AdvLoss:[0.061/0.022] Acc:[0.992/0.999] AdvAcc:[0.961/0.993] +Epoch:[ 55][100|469] Time:[0.043/0.024] Loss:[0.005/0.007] AdvLoss:[0.029/0.022] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 55][110|469] Time:[0.042/0.021] Loss:[0.003/0.006] AdvLoss:[0.016/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 55][120|469] Time:[0.047/0.020] Loss:[0.002/0.006] AdvLoss:[0.011/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 55][130|469] Time:[0.038/0.016] Loss:[0.009/0.006] AdvLoss:[0.037/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 55][140|469] Time:[0.041/0.018] Loss:[0.006/0.006] AdvLoss:[0.015/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 55][150|469] Time:[0.042/0.019] Loss:[0.002/0.006] AdvLoss:[0.011/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 55][160|469] Time:[0.043/0.017] Loss:[0.003/0.006] AdvLoss:[0.016/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 55][170|469] Time:[0.038/0.016] Loss:[0.001/0.006] AdvLoss:[0.005/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 55][180|469] Time:[0.041/0.015] Loss:[0.001/0.005] AdvLoss:[0.006/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 55][190|469] Time:[0.038/0.021] Loss:[0.001/0.005] AdvLoss:[0.003/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 55][200|469] Time:[0.041/0.018] Loss:[0.003/0.005] AdvLoss:[0.026/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 55][210|469] Time:[0.041/0.019] Loss:[0.003/0.005] AdvLoss:[0.034/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 55][220|469] Time:[0.039/0.016] Loss:[0.004/0.005] AdvLoss:[0.043/0.021] Acc:[1.000/0.999] AdvAcc:[0.977/0.993] +Epoch:[ 55][230|469] Time:[0.042/0.019] Loss:[0.003/0.005] AdvLoss:[0.017/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 55][240|469] Time:[0.042/0.018] Loss:[0.005/0.005] AdvLoss:[0.048/0.022] Acc:[1.000/1.000] AdvAcc:[0.984/0.993] +Epoch:[ 55][250|469] Time:[0.038/0.015] Loss:[0.002/0.005] AdvLoss:[0.012/0.022] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 55][260|469] Time:[0.041/0.019] Loss:[0.003/0.005] AdvLoss:[0.011/0.022] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 55][270|469] Time:[0.043/0.018] Loss:[0.003/0.005] AdvLoss:[0.031/0.022] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 55][280|469] Time:[0.041/0.018] Loss:[0.009/0.005] AdvLoss:[0.042/0.022] Acc:[0.992/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 55][290|469] Time:[0.041/0.018] Loss:[0.036/0.005] AdvLoss:[0.073/0.023] Acc:[0.992/0.999] AdvAcc:[0.977/0.992] +Epoch:[ 55][300|469] Time:[0.047/0.022] Loss:[0.003/0.005] AdvLoss:[0.014/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 55][310|469] Time:[0.040/0.015] Loss:[0.002/0.005] AdvLoss:[0.018/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 55][320|469] Time:[0.038/0.014] Loss:[0.001/0.005] AdvLoss:[0.007/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 55][330|469] Time:[0.042/0.019] Loss:[0.003/0.005] AdvLoss:[0.009/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 55][340|469] Time:[0.038/0.016] Loss:[0.002/0.005] AdvLoss:[0.010/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 55][350|469] Time:[0.039/0.015] Loss:[0.009/0.005] AdvLoss:[0.038/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 55][360|469] Time:[0.039/0.014] Loss:[0.005/0.005] AdvLoss:[0.033/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 55][370|469] Time:[0.040/0.016] Loss:[0.011/0.005] AdvLoss:[0.047/0.024] Acc:[1.000/0.999] AdvAcc:[0.977/0.992] +Epoch:[ 55][380|469] Time:[0.038/0.016] Loss:[0.009/0.005] AdvLoss:[0.037/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 55][390|469] Time:[0.037/0.016] Loss:[0.005/0.005] AdvLoss:[0.021/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 55][400|469] Time:[0.038/0.016] Loss:[0.015/0.005] AdvLoss:[0.076/0.025] Acc:[0.992/0.999] AdvAcc:[0.969/0.992] +Epoch:[ 55][410|469] Time:[0.042/0.017] Loss:[0.003/0.005] AdvLoss:[0.024/0.024] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 55][420|469] Time:[0.041/0.018] Loss:[0.008/0.005] AdvLoss:[0.029/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 55][430|469] Time:[0.039/0.016] Loss:[0.002/0.005] AdvLoss:[0.009/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 55][440|469] Time:[0.043/0.018] Loss:[0.002/0.005] AdvLoss:[0.012/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 55][450|469] Time:[0.040/0.018] Loss:[0.004/0.005] AdvLoss:[0.035/0.025] Acc:[1.000/0.999] AdvAcc:[0.977/0.992] +Epoch:[ 55][460|469] Time:[0.039/0.015] Loss:[0.007/0.005] AdvLoss:[0.032/0.025] Acc:[0.992/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 56][ 10|469] Time:[0.041/0.018] Loss:[0.004/0.005] AdvLoss:[0.027/0.024] Acc:[1.000/1.000] AdvAcc:[0.992/0.994] +Epoch:[ 56][ 20|469] Time:[0.043/0.018] Loss:[0.001/0.005] AdvLoss:[0.007/0.023] Acc:[1.000/0.998] AdvAcc:[1.000/0.993] +Epoch:[ 56][ 30|469] Time:[0.042/0.018] Loss:[0.004/0.005] AdvLoss:[0.013/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 56][ 40|469] Time:[0.038/0.015] Loss:[0.006/0.005] AdvLoss:[0.030/0.022] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 56][ 50|469] Time:[0.039/0.015] Loss:[0.002/0.004] AdvLoss:[0.013/0.020] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 56][ 60|469] Time:[0.037/0.015] Loss:[0.002/0.004] AdvLoss:[0.007/0.019] Acc:[1.000/0.999] AdvAcc:[1.000/0.994] +Epoch:[ 56][ 70|469] Time:[0.042/0.018] Loss:[0.000/0.003] AdvLoss:[0.005/0.018] Acc:[1.000/0.999] AdvAcc:[1.000/0.994] +Epoch:[ 56][ 80|469] Time:[0.038/0.015] Loss:[0.001/0.003] AdvLoss:[0.003/0.018] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 56][ 90|469] Time:[0.042/0.018] Loss:[0.004/0.003] AdvLoss:[0.023/0.018] Acc:[1.000/1.000] AdvAcc:[0.984/0.994] +Epoch:[ 56][100|469] Time:[0.041/0.019] Loss:[0.002/0.003] AdvLoss:[0.008/0.018] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 56][110|469] Time:[0.040/0.015] Loss:[0.004/0.006] AdvLoss:[0.018/0.018] Acc:[1.000/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 56][120|469] Time:[0.042/0.018] Loss:[0.002/0.006] AdvLoss:[0.007/0.019] Acc:[1.000/0.999] AdvAcc:[1.000/0.994] +Epoch:[ 56][130|469] Time:[0.039/0.014] Loss:[0.001/0.005] AdvLoss:[0.006/0.019] Acc:[1.000/0.999] AdvAcc:[1.000/0.994] +Epoch:[ 56][140|469] Time:[0.041/0.018] Loss:[0.001/0.005] AdvLoss:[0.015/0.019] Acc:[1.000/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 56][150|469] Time:[0.043/0.019] Loss:[0.002/0.005] AdvLoss:[0.014/0.019] Acc:[1.000/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 56][160|469] Time:[0.041/0.018] Loss:[0.001/0.005] AdvLoss:[0.010/0.019] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 56][170|469] Time:[0.038/0.015] Loss:[0.006/0.005] AdvLoss:[0.056/0.020] Acc:[1.000/1.000] AdvAcc:[0.984/0.994] +Epoch:[ 56][180|469] Time:[0.039/0.015] Loss:[0.002/0.005] AdvLoss:[0.016/0.020] Acc:[1.000/1.000] AdvAcc:[0.992/0.994] +Epoch:[ 56][190|469] Time:[0.038/0.016] Loss:[0.005/0.005] AdvLoss:[0.052/0.020] Acc:[1.000/1.000] AdvAcc:[0.969/0.993] +Epoch:[ 56][200|469] Time:[0.041/0.018] Loss:[0.001/0.004] AdvLoss:[0.004/0.020] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 56][210|469] Time:[0.041/0.018] Loss:[0.002/0.005] AdvLoss:[0.016/0.020] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 56][220|469] Time:[0.040/0.018] Loss:[0.002/0.005] AdvLoss:[0.008/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 56][230|469] Time:[0.038/0.015] Loss:[0.001/0.005] AdvLoss:[0.009/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 56][240|469] Time:[0.042/0.018] Loss:[0.005/0.004] AdvLoss:[0.027/0.021] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 56][250|469] Time:[0.041/0.019] Loss:[0.003/0.004] AdvLoss:[0.030/0.021] Acc:[1.000/1.000] AdvAcc:[0.977/0.993] +Epoch:[ 56][260|469] Time:[0.043/0.018] Loss:[0.003/0.004] AdvLoss:[0.013/0.021] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 56][270|469] Time:[0.040/0.017] Loss:[0.005/0.004] AdvLoss:[0.028/0.021] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 56][280|469] Time:[0.042/0.018] Loss:[0.001/0.004] AdvLoss:[0.014/0.021] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 56][290|469] Time:[0.041/0.018] Loss:[0.001/0.004] AdvLoss:[0.004/0.021] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 56][300|469] Time:[0.040/0.015] Loss:[0.005/0.004] AdvLoss:[0.022/0.021] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 56][310|469] Time:[0.040/0.015] Loss:[0.001/0.004] AdvLoss:[0.006/0.021] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 56][320|469] Time:[0.043/0.018] Loss:[0.002/0.004] AdvLoss:[0.009/0.021] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 56][330|469] Time:[0.040/0.016] Loss:[0.004/0.004] AdvLoss:[0.045/0.022] Acc:[1.000/1.000] AdvAcc:[0.984/0.993] +Epoch:[ 56][340|469] Time:[0.041/0.015] Loss:[0.002/0.004] AdvLoss:[0.021/0.021] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 56][350|469] Time:[0.042/0.020] Loss:[0.005/0.004] AdvLoss:[0.034/0.022] Acc:[1.000/1.000] AdvAcc:[0.984/0.993] +Epoch:[ 56][360|469] Time:[0.039/0.016] Loss:[0.004/0.004] AdvLoss:[0.021/0.022] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 56][370|469] Time:[0.041/0.018] Loss:[0.011/0.004] AdvLoss:[0.031/0.022] Acc:[0.992/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 56][380|469] Time:[0.042/0.017] Loss:[0.003/0.004] AdvLoss:[0.013/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 56][390|469] Time:[0.036/0.022] Loss:[0.003/0.004] AdvLoss:[0.011/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 56][400|469] Time:[0.051/0.024] Loss:[0.037/0.004] AdvLoss:[0.064/0.022] Acc:[0.992/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 56][410|469] Time:[0.042/0.021] Loss:[0.014/0.005] AdvLoss:[0.092/0.023] Acc:[0.992/0.999] AdvAcc:[0.961/0.993] +Epoch:[ 56][420|469] Time:[0.042/0.018] Loss:[0.019/0.005] AdvLoss:[0.076/0.023] Acc:[0.992/0.999] AdvAcc:[0.977/0.993] +Epoch:[ 56][430|469] Time:[0.037/0.015] Loss:[0.010/0.005] AdvLoss:[0.031/0.023] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 56][440|469] Time:[0.041/0.018] Loss:[0.002/0.005] AdvLoss:[0.014/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 56][450|469] Time:[0.039/0.017] Loss:[0.001/0.005] AdvLoss:[0.004/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 56][460|469] Time:[0.039/0.018] Loss:[0.007/0.005] AdvLoss:[0.030/0.023] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 57][ 10|469] Time:[0.042/0.018] Loss:[0.005/0.004] AdvLoss:[0.023/0.025] Acc:[1.000/1.000] AdvAcc:[1.000/0.990] +Epoch:[ 57][ 20|469] Time:[0.043/0.018] Loss:[0.003/0.003] AdvLoss:[0.018/0.019] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 57][ 30|469] Time:[0.040/0.015] Loss:[0.002/0.002] AdvLoss:[0.011/0.018] Acc:[1.000/1.000] AdvAcc:[1.000/0.995] +Epoch:[ 57][ 40|469] Time:[0.043/0.018] Loss:[0.002/0.002] AdvLoss:[0.008/0.016] Acc:[1.000/1.000] AdvAcc:[1.000/0.996] +Epoch:[ 57][ 50|469] Time:[0.042/0.018] Loss:[0.001/0.002] AdvLoss:[0.006/0.016] Acc:[1.000/1.000] AdvAcc:[1.000/0.995] +Epoch:[ 57][ 60|469] Time:[0.045/0.020] Loss:[0.001/0.002] AdvLoss:[0.011/0.016] Acc:[1.000/1.000] AdvAcc:[0.992/0.995] +Epoch:[ 57][ 70|469] Time:[0.040/0.017] Loss:[0.001/0.002] AdvLoss:[0.010/0.016] Acc:[1.000/1.000] AdvAcc:[0.992/0.995] +Epoch:[ 57][ 80|469] Time:[0.038/0.016] Loss:[0.001/0.002] AdvLoss:[0.013/0.017] Acc:[1.000/1.000] AdvAcc:[0.992/0.994] +Epoch:[ 57][ 90|469] Time:[0.042/0.018] Loss:[0.001/0.002] AdvLoss:[0.006/0.017] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 57][100|469] Time:[0.041/0.016] Loss:[0.001/0.002] AdvLoss:[0.006/0.018] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 57][110|469] Time:[0.041/0.018] Loss:[0.001/0.002] AdvLoss:[0.006/0.018] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 57][120|469] Time:[0.041/0.018] Loss:[0.007/0.003] AdvLoss:[0.047/0.019] Acc:[1.000/1.000] AdvAcc:[0.977/0.994] +Epoch:[ 57][130|469] Time:[0.040/0.016] Loss:[0.003/0.003] AdvLoss:[0.024/0.019] Acc:[1.000/1.000] AdvAcc:[0.992/0.994] +Epoch:[ 57][140|469] Time:[0.044/0.018] Loss:[0.001/0.003] AdvLoss:[0.009/0.020] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 57][150|469] Time:[0.038/0.015] Loss:[0.005/0.003] AdvLoss:[0.015/0.021] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 57][160|469] Time:[0.042/0.018] Loss:[0.002/0.004] AdvLoss:[0.011/0.022] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 57][170|469] Time:[0.039/0.018] Loss:[0.019/0.004] AdvLoss:[0.082/0.022] Acc:[0.992/0.999] AdvAcc:[0.969/0.993] +Epoch:[ 57][180|469] Time:[0.041/0.018] Loss:[0.005/0.005] AdvLoss:[0.043/0.022] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 57][190|469] Time:[0.040/0.017] Loss:[0.002/0.004] AdvLoss:[0.013/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 57][200|469] Time:[0.038/0.015] Loss:[0.016/0.005] AdvLoss:[0.059/0.023] Acc:[0.992/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 57][210|469] Time:[0.038/0.015] Loss:[0.003/0.005] AdvLoss:[0.014/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 57][220|469] Time:[0.042/0.020] Loss:[0.003/0.004] AdvLoss:[0.012/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 57][230|469] Time:[0.043/0.019] Loss:[0.041/0.005] AdvLoss:[0.073/0.023] Acc:[0.984/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 57][240|469] Time:[0.041/0.019] Loss:[0.004/0.005] AdvLoss:[0.024/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 57][250|469] Time:[0.038/0.015] Loss:[0.004/0.005] AdvLoss:[0.014/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 57][260|469] Time:[0.038/0.017] Loss:[0.002/0.005] AdvLoss:[0.007/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.994] +Epoch:[ 57][270|469] Time:[0.041/0.018] Loss:[0.002/0.005] AdvLoss:[0.010/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.994] +Epoch:[ 57][280|469] Time:[0.040/0.016] Loss:[0.002/0.005] AdvLoss:[0.012/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 57][290|469] Time:[0.041/0.019] Loss:[0.001/0.005] AdvLoss:[0.004/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.994] +Epoch:[ 57][300|469] Time:[0.040/0.016] Loss:[0.001/0.004] AdvLoss:[0.014/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 57][310|469] Time:[0.043/0.019] Loss:[0.002/0.004] AdvLoss:[0.033/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 57][320|469] Time:[0.040/0.018] Loss:[0.003/0.004] AdvLoss:[0.013/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 57][330|469] Time:[0.041/0.018] Loss:[0.008/0.004] AdvLoss:[0.046/0.021] Acc:[0.992/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 57][340|469] Time:[0.039/0.017] Loss:[0.013/0.004] AdvLoss:[0.052/0.021] Acc:[0.992/0.999] AdvAcc:[0.977/0.993] +Epoch:[ 57][350|469] Time:[0.040/0.018] Loss:[0.005/0.005] AdvLoss:[0.028/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 57][360|469] Time:[0.041/0.016] Loss:[0.012/0.005] AdvLoss:[0.047/0.022] Acc:[0.992/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 57][370|469] Time:[0.042/0.017] Loss:[0.013/0.005] AdvLoss:[0.071/0.022] Acc:[0.992/0.999] AdvAcc:[0.969/0.993] +Epoch:[ 57][380|469] Time:[0.042/0.019] Loss:[0.004/0.005] AdvLoss:[0.018/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 57][390|469] Time:[0.041/0.019] Loss:[0.003/0.005] AdvLoss:[0.018/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 57][400|469] Time:[0.041/0.019] Loss:[0.002/0.005] AdvLoss:[0.014/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 57][410|469] Time:[0.042/0.019] Loss:[0.012/0.005] AdvLoss:[0.044/0.023] Acc:[0.992/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 57][420|469] Time:[0.042/0.019] Loss:[0.006/0.005] AdvLoss:[0.017/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 57][430|469] Time:[0.041/0.018] Loss:[0.002/0.005] AdvLoss:[0.013/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 57][440|469] Time:[0.045/0.019] Loss:[0.001/0.005] AdvLoss:[0.005/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 57][450|469] Time:[0.038/0.015] Loss:[0.004/0.005] AdvLoss:[0.036/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 57][460|469] Time:[0.037/0.015] Loss:[0.003/0.005] AdvLoss:[0.021/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 58][ 10|469] Time:[0.041/0.018] Loss:[0.006/0.006] AdvLoss:[0.033/0.030] Acc:[1.000/1.000] AdvAcc:[0.984/0.988] +Epoch:[ 58][ 20|469] Time:[0.045/0.022] Loss:[0.004/0.004] AdvLoss:[0.010/0.032] Acc:[1.000/1.000] AdvAcc:[1.000/0.990] +Epoch:[ 58][ 30|469] Time:[0.039/0.016] Loss:[0.001/0.005] AdvLoss:[0.002/0.031] Acc:[1.000/1.000] AdvAcc:[1.000/0.990] +Epoch:[ 58][ 40|469] Time:[0.041/0.019] Loss:[0.009/0.005] AdvLoss:[0.051/0.029] Acc:[1.000/1.000] AdvAcc:[0.977/0.990] +Epoch:[ 58][ 50|469] Time:[0.041/0.018] Loss:[0.004/0.005] AdvLoss:[0.016/0.028] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 58][ 60|469] Time:[0.039/0.014] Loss:[0.001/0.005] AdvLoss:[0.002/0.028] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 58][ 70|469] Time:[0.042/0.018] Loss:[0.013/0.005] AdvLoss:[0.033/0.028] Acc:[0.992/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 58][ 80|469] Time:[0.038/0.016] Loss:[0.009/0.005] AdvLoss:[0.021/0.027] Acc:[0.992/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 58][ 90|469] Time:[0.043/0.017] Loss:[0.001/0.005] AdvLoss:[0.004/0.026] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 58][100|469] Time:[0.043/0.018] Loss:[0.001/0.005] AdvLoss:[0.007/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 58][110|469] Time:[0.043/0.018] Loss:[0.010/0.005] AdvLoss:[0.049/0.026] Acc:[0.992/0.999] AdvAcc:[0.977/0.992] +Epoch:[ 58][120|469] Time:[0.039/0.016] Loss:[0.004/0.005] AdvLoss:[0.031/0.025] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 58][130|469] Time:[0.041/0.018] Loss:[0.005/0.005] AdvLoss:[0.045/0.024] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 58][140|469] Time:[0.038/0.017] Loss:[0.003/0.005] AdvLoss:[0.032/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 58][150|469] Time:[0.041/0.018] Loss:[0.006/0.005] AdvLoss:[0.022/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 58][160|469] Time:[0.044/0.022] Loss:[0.004/0.005] AdvLoss:[0.034/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 58][170|469] Time:[0.041/0.020] Loss:[0.001/0.004] AdvLoss:[0.008/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 58][180|469] Time:[0.040/0.015] Loss:[0.003/0.004] AdvLoss:[0.013/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 58][190|469] Time:[0.041/0.018] Loss:[0.002/0.004] AdvLoss:[0.019/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 58][200|469] Time:[0.043/0.021] Loss:[0.005/0.004] AdvLoss:[0.026/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 58][210|469] Time:[0.044/0.026] Loss:[0.012/0.004] AdvLoss:[0.049/0.023] Acc:[0.992/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 58][220|469] Time:[0.037/0.022] Loss:[0.012/0.005] AdvLoss:[0.035/0.024] Acc:[0.992/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 58][230|469] Time:[0.051/0.029] Loss:[0.005/0.004] AdvLoss:[0.023/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 58][240|469] Time:[0.041/0.019] Loss:[0.003/0.005] AdvLoss:[0.021/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 58][250|469] Time:[0.038/0.016] Loss:[0.007/0.005] AdvLoss:[0.034/0.024] Acc:[1.000/0.999] AdvAcc:[0.977/0.992] +Epoch:[ 58][260|469] Time:[0.041/0.017] Loss:[0.009/0.005] AdvLoss:[0.046/0.025] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 58][270|469] Time:[0.030/0.025] Loss:[0.004/0.005] AdvLoss:[0.029/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 58][280|469] Time:[0.039/0.019] Loss:[0.000/0.005] AdvLoss:[0.002/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 58][290|469] Time:[0.039/0.019] Loss:[0.003/0.005] AdvLoss:[0.030/0.025] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 58][300|469] Time:[0.042/0.019] Loss:[0.001/0.005] AdvLoss:[0.004/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 58][310|469] Time:[0.043/0.019] Loss:[0.007/0.005] AdvLoss:[0.037/0.025] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 58][320|469] Time:[0.038/0.014] Loss:[0.031/0.006] AdvLoss:[0.055/0.025] Acc:[0.992/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 58][330|469] Time:[0.040/0.017] Loss:[0.062/0.007] AdvLoss:[0.128/0.026] Acc:[0.984/0.998] AdvAcc:[0.977/0.992] +Epoch:[ 58][340|469] Time:[0.041/0.020] Loss:[0.004/0.007] AdvLoss:[0.012/0.026] Acc:[1.000/0.998] AdvAcc:[1.000/0.992] +Epoch:[ 58][350|469] Time:[0.039/0.019] Loss:[0.002/0.007] AdvLoss:[0.005/0.025] Acc:[1.000/0.998] AdvAcc:[1.000/0.992] +Epoch:[ 58][360|469] Time:[0.040/0.019] Loss:[0.001/0.007] AdvLoss:[0.010/0.025] Acc:[1.000/0.998] AdvAcc:[1.000/0.992] +Epoch:[ 58][370|469] Time:[0.041/0.019] Loss:[0.001/0.007] AdvLoss:[0.007/0.025] Acc:[1.000/0.998] AdvAcc:[1.000/0.992] +Epoch:[ 58][380|469] Time:[0.041/0.019] Loss:[0.010/0.007] AdvLoss:[0.072/0.025] Acc:[1.000/0.998] AdvAcc:[0.977/0.992] +Epoch:[ 58][390|469] Time:[0.038/0.016] Loss:[0.004/0.007] AdvLoss:[0.039/0.025] Acc:[1.000/0.998] AdvAcc:[0.984/0.992] +Epoch:[ 58][400|469] Time:[0.041/0.018] Loss:[0.002/0.007] AdvLoss:[0.011/0.025] Acc:[1.000/0.998] AdvAcc:[0.992/0.992] +Epoch:[ 58][410|469] Time:[0.041/0.018] Loss:[0.004/0.007] AdvLoss:[0.025/0.025] Acc:[1.000/0.998] AdvAcc:[0.992/0.992] +Epoch:[ 58][420|469] Time:[0.042/0.018] Loss:[0.002/0.007] AdvLoss:[0.016/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 58][430|469] Time:[0.035/0.015] Loss:[0.005/0.007] AdvLoss:[0.041/0.025] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 58][440|469] Time:[0.045/0.019] Loss:[0.009/0.007] AdvLoss:[0.042/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 58][450|469] Time:[0.042/0.018] Loss:[0.004/0.007] AdvLoss:[0.030/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 58][460|469] Time:[0.036/0.016] Loss:[0.005/0.007] AdvLoss:[0.028/0.025] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 59][ 10|469] Time:[0.045/0.020] Loss:[0.001/0.001] AdvLoss:[0.006/0.026] Acc:[1.000/1.000] AdvAcc:[1.000/0.995] +Epoch:[ 59][ 20|469] Time:[0.041/0.019] Loss:[0.002/0.002] AdvLoss:[0.010/0.023] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 59][ 30|469] Time:[0.041/0.019] Loss:[0.001/0.001] AdvLoss:[0.003/0.020] Acc:[1.000/1.000] AdvAcc:[1.000/0.995] +Epoch:[ 59][ 40|469] Time:[0.045/0.018] Loss:[0.003/0.001] AdvLoss:[0.023/0.020] Acc:[1.000/1.000] AdvAcc:[1.000/0.995] +Epoch:[ 59][ 50|469] Time:[0.044/0.020] Loss:[0.018/0.003] AdvLoss:[0.040/0.019] Acc:[0.992/0.999] AdvAcc:[0.992/0.995] +Epoch:[ 59][ 60|469] Time:[0.039/0.016] Loss:[0.001/0.003] AdvLoss:[0.005/0.019] Acc:[1.000/0.999] AdvAcc:[1.000/0.994] +Epoch:[ 59][ 70|469] Time:[0.043/0.021] Loss:[0.001/0.003] AdvLoss:[0.002/0.019] Acc:[1.000/0.999] AdvAcc:[1.000/0.994] +Epoch:[ 59][ 80|469] Time:[0.041/0.019] Loss:[0.001/0.003] AdvLoss:[0.005/0.019] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 59][ 90|469] Time:[0.039/0.017] Loss:[0.002/0.003] AdvLoss:[0.014/0.019] Acc:[1.000/1.000] AdvAcc:[0.992/0.994] +Epoch:[ 59][100|469] Time:[0.042/0.019] Loss:[0.002/0.003] AdvLoss:[0.009/0.019] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 59][110|469] Time:[0.043/0.018] Loss:[0.001/0.003] AdvLoss:[0.012/0.018] Acc:[1.000/1.000] AdvAcc:[0.992/0.994] +Epoch:[ 59][120|469] Time:[0.042/0.019] Loss:[0.001/0.003] AdvLoss:[0.007/0.018] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 59][130|469] Time:[0.038/0.017] Loss:[0.002/0.003] AdvLoss:[0.020/0.019] Acc:[1.000/1.000] AdvAcc:[0.992/0.994] +Epoch:[ 59][140|469] Time:[0.039/0.017] Loss:[0.003/0.003] AdvLoss:[0.024/0.019] Acc:[1.000/1.000] AdvAcc:[0.992/0.994] +Epoch:[ 59][150|469] Time:[0.049/0.040] Loss:[0.003/0.003] AdvLoss:[0.027/0.019] Acc:[1.000/1.000] AdvAcc:[0.984/0.994] +Epoch:[ 59][160|469] Time:[0.040/0.019] Loss:[0.002/0.003] AdvLoss:[0.009/0.019] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 59][170|469] Time:[0.041/0.019] Loss:[0.003/0.003] AdvLoss:[0.023/0.019] Acc:[1.000/1.000] AdvAcc:[0.992/0.994] +Epoch:[ 59][180|469] Time:[0.040/0.018] Loss:[0.011/0.003] AdvLoss:[0.040/0.019] Acc:[0.992/1.000] AdvAcc:[0.984/0.994] +Epoch:[ 59][190|469] Time:[0.038/0.015] Loss:[0.001/0.003] AdvLoss:[0.005/0.019] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 59][200|469] Time:[0.039/0.016] Loss:[0.004/0.003] AdvLoss:[0.022/0.020] Acc:[1.000/1.000] AdvAcc:[0.984/0.993] +Epoch:[ 59][210|469] Time:[0.043/0.018] Loss:[0.002/0.003] AdvLoss:[0.012/0.020] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 59][220|469] Time:[0.040/0.019] Loss:[0.006/0.003] AdvLoss:[0.026/0.020] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 59][230|469] Time:[0.039/0.016] Loss:[0.002/0.003] AdvLoss:[0.008/0.020] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 59][240|469] Time:[0.042/0.018] Loss:[0.003/0.003] AdvLoss:[0.024/0.020] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 59][250|469] Time:[0.048/0.021] Loss:[0.001/0.004] AdvLoss:[0.004/0.020] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 59][260|469] Time:[0.041/0.018] Loss:[0.003/0.004] AdvLoss:[0.026/0.021] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 59][270|469] Time:[0.043/0.020] Loss:[0.005/0.004] AdvLoss:[0.035/0.021] Acc:[1.000/1.000] AdvAcc:[0.977/0.993] +Epoch:[ 59][280|469] Time:[0.042/0.019] Loss:[0.005/0.004] AdvLoss:[0.022/0.021] Acc:[1.000/1.000] AdvAcc:[0.984/0.993] +Epoch:[ 59][290|469] Time:[0.038/0.018] Loss:[0.002/0.004] AdvLoss:[0.009/0.021] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 59][300|469] Time:[0.040/0.019] Loss:[0.004/0.004] AdvLoss:[0.022/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 59][310|469] Time:[0.041/0.020] Loss:[0.008/0.004] AdvLoss:[0.037/0.021] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 59][320|469] Time:[0.040/0.021] Loss:[0.004/0.004] AdvLoss:[0.030/0.022] Acc:[1.000/1.000] AdvAcc:[0.977/0.993] +Epoch:[ 59][330|469] Time:[0.041/0.020] Loss:[0.002/0.004] AdvLoss:[0.013/0.021] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 59][340|469] Time:[0.035/0.016] Loss:[0.005/0.004] AdvLoss:[0.035/0.022] Acc:[1.000/1.000] AdvAcc:[0.984/0.993] +Epoch:[ 59][350|469] Time:[0.043/0.021] Loss:[0.003/0.004] AdvLoss:[0.021/0.022] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 59][360|469] Time:[0.041/0.019] Loss:[0.004/0.004] AdvLoss:[0.012/0.022] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 59][370|469] Time:[0.040/0.019] Loss:[0.003/0.004] AdvLoss:[0.026/0.023] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 59][380|469] Time:[0.042/0.019] Loss:[0.004/0.004] AdvLoss:[0.020/0.022] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 59][390|469] Time:[0.039/0.014] Loss:[0.003/0.004] AdvLoss:[0.028/0.023] Acc:[1.000/1.000] AdvAcc:[0.984/0.993] +Epoch:[ 59][400|469] Time:[0.041/0.017] Loss:[0.001/0.004] AdvLoss:[0.005/0.022] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 59][410|469] Time:[0.039/0.016] Loss:[0.002/0.004] AdvLoss:[0.016/0.022] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 59][420|469] Time:[0.042/0.018] Loss:[0.001/0.004] AdvLoss:[0.006/0.023] Acc:[1.000/1.000] AdvAcc:[1.000/0.992] +Epoch:[ 59][430|469] Time:[0.043/0.018] Loss:[0.009/0.004] AdvLoss:[0.069/0.023] Acc:[1.000/1.000] AdvAcc:[0.961/0.992] +Epoch:[ 59][440|469] Time:[0.043/0.023] Loss:[0.009/0.004] AdvLoss:[0.057/0.023] Acc:[1.000/1.000] AdvAcc:[0.969/0.992] +Epoch:[ 59][450|469] Time:[0.033/0.016] Loss:[0.008/0.004] AdvLoss:[0.053/0.024] Acc:[1.000/1.000] AdvAcc:[0.977/0.992] +Epoch:[ 59][460|469] Time:[0.043/0.023] Loss:[0.014/0.004] AdvLoss:[0.075/0.024] Acc:[0.992/1.000] AdvAcc:[0.977/0.992] +epoch 59 evaluated +natural accuracy: 0.9917 +adversarial accuracy: 0.9843 +Epoch:[ 60][ 10|469] Time:[0.042/0.018] Loss:[0.003/0.005] AdvLoss:[0.015/0.039] Acc:[1.000/1.000] AdvAcc:[1.000/0.988] +Epoch:[ 60][ 20|469] Time:[0.040/0.019] Loss:[0.007/0.013] AdvLoss:[0.027/0.038] Acc:[1.000/0.998] AdvAcc:[0.992/0.988] +Epoch:[ 60][ 30|469] Time:[0.041/0.018] Loss:[0.008/0.011] AdvLoss:[0.028/0.035] Acc:[1.000/0.999] AdvAcc:[0.992/0.989] +Epoch:[ 60][ 40|469] Time:[0.040/0.016] Loss:[0.004/0.009] AdvLoss:[0.020/0.033] Acc:[1.000/0.999] AdvAcc:[0.992/0.990] +Epoch:[ 60][ 50|469] Time:[0.044/0.018] Loss:[0.004/0.008] AdvLoss:[0.020/0.030] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 60][ 60|469] Time:[0.040/0.018] Loss:[0.001/0.007] AdvLoss:[0.008/0.028] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 60][ 70|469] Time:[0.043/0.019] Loss:[0.002/0.006] AdvLoss:[0.023/0.026] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 60][ 80|469] Time:[0.039/0.015] Loss:[0.003/0.006] AdvLoss:[0.022/0.024] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 60][ 90|469] Time:[0.041/0.019] Loss:[0.001/0.005] AdvLoss:[0.014/0.023] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 60][100|469] Time:[0.041/0.021] Loss:[0.004/0.005] AdvLoss:[0.019/0.024] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 60][110|469] Time:[0.042/0.018] Loss:[0.004/0.005] AdvLoss:[0.017/0.024] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 60][120|469] Time:[0.041/0.018] Loss:[0.001/0.005] AdvLoss:[0.005/0.024] Acc:[1.000/1.000] AdvAcc:[1.000/0.992] +Epoch:[ 60][130|469] Time:[0.041/0.019] Loss:[0.006/0.005] AdvLoss:[0.027/0.024] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 60][140|469] Time:[0.040/0.019] Loss:[0.001/0.004] AdvLoss:[0.010/0.024] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 60][150|469] Time:[0.039/0.016] Loss:[0.001/0.004] AdvLoss:[0.005/0.024] Acc:[1.000/1.000] AdvAcc:[1.000/0.992] +Epoch:[ 60][160|469] Time:[0.042/0.019] Loss:[0.003/0.004] AdvLoss:[0.034/0.023] Acc:[1.000/1.000] AdvAcc:[0.984/0.992] +Epoch:[ 60][170|469] Time:[0.041/0.018] Loss:[0.002/0.004] AdvLoss:[0.016/0.023] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 60][180|469] Time:[0.043/0.018] Loss:[0.003/0.004] AdvLoss:[0.017/0.022] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 60][190|469] Time:[0.039/0.016] Loss:[0.086/0.006] AdvLoss:[0.126/0.023] Acc:[0.992/1.000] AdvAcc:[0.984/0.993] +Epoch:[ 60][200|469] Time:[0.040/0.016] Loss:[0.006/0.006] AdvLoss:[0.025/0.023] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 60][210|469] Time:[0.041/0.018] Loss:[0.001/0.006] AdvLoss:[0.017/0.022] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 60][220|469] Time:[0.037/0.015] Loss:[0.004/0.006] AdvLoss:[0.022/0.022] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 60][230|469] Time:[0.040/0.020] Loss:[0.001/0.005] AdvLoss:[0.005/0.021] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 60][240|469] Time:[0.042/0.021] Loss:[0.001/0.005] AdvLoss:[0.013/0.021] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 60][250|469] Time:[0.043/0.016] Loss:[0.003/0.005] AdvLoss:[0.020/0.021] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 60][260|469] Time:[0.038/0.017] Loss:[0.003/0.005] AdvLoss:[0.014/0.022] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 60][270|469] Time:[0.039/0.018] Loss:[0.003/0.005] AdvLoss:[0.027/0.022] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 60][280|469] Time:[0.039/0.016] Loss:[0.002/0.005] AdvLoss:[0.011/0.022] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 60][290|469] Time:[0.039/0.017] Loss:[0.002/0.005] AdvLoss:[0.011/0.022] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 60][300|469] Time:[0.041/0.019] Loss:[0.000/0.005] AdvLoss:[0.001/0.022] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 60][310|469] Time:[0.037/0.015] Loss:[0.001/0.005] AdvLoss:[0.002/0.022] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 60][320|469] Time:[0.042/0.019] Loss:[0.002/0.005] AdvLoss:[0.015/0.022] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 60][330|469] Time:[0.040/0.020] Loss:[0.006/0.005] AdvLoss:[0.054/0.022] Acc:[1.000/1.000] AdvAcc:[0.984/0.993] +Epoch:[ 60][340|469] Time:[0.041/0.019] Loss:[0.003/0.005] AdvLoss:[0.012/0.023] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 60][350|469] Time:[0.043/0.020] Loss:[0.022/0.005] AdvLoss:[0.091/0.023] Acc:[0.992/1.000] AdvAcc:[0.969/0.992] +Epoch:[ 60][360|469] Time:[0.045/0.020] Loss:[0.004/0.005] AdvLoss:[0.025/0.023] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 60][370|469] Time:[0.041/0.020] Loss:[0.007/0.005] AdvLoss:[0.034/0.023] Acc:[1.000/1.000] AdvAcc:[0.984/0.992] +Epoch:[ 60][380|469] Time:[0.040/0.016] Loss:[0.001/0.005] AdvLoss:[0.007/0.023] Acc:[1.000/1.000] AdvAcc:[1.000/0.992] +Epoch:[ 60][390|469] Time:[0.037/0.015] Loss:[0.001/0.005] AdvLoss:[0.003/0.023] Acc:[1.000/1.000] AdvAcc:[1.000/0.992] +Epoch:[ 60][400|469] Time:[0.038/0.017] Loss:[0.006/0.005] AdvLoss:[0.032/0.023] Acc:[1.000/1.000] AdvAcc:[0.984/0.992] +Epoch:[ 60][410|469] Time:[0.041/0.017] Loss:[0.002/0.005] AdvLoss:[0.012/0.023] Acc:[1.000/1.000] AdvAcc:[1.000/0.992] +Epoch:[ 60][420|469] Time:[0.029/0.017] Loss:[0.001/0.005] AdvLoss:[0.004/0.023] Acc:[1.000/1.000] AdvAcc:[1.000/0.992] +Epoch:[ 60][430|469] Time:[0.042/0.020] Loss:[0.002/0.005] AdvLoss:[0.009/0.023] Acc:[1.000/1.000] AdvAcc:[1.000/0.992] +Epoch:[ 60][440|469] Time:[0.040/0.019] Loss:[0.014/0.005] AdvLoss:[0.050/0.023] Acc:[1.000/1.000] AdvAcc:[0.977/0.992] +Epoch:[ 60][450|469] Time:[0.040/0.018] Loss:[0.003/0.005] AdvLoss:[0.016/0.023] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 60][460|469] Time:[0.041/0.016] Loss:[0.014/0.005] AdvLoss:[0.051/0.024] Acc:[0.992/1.000] AdvAcc:[0.977/0.992] +Epoch:[ 61][ 10|469] Time:[0.042/0.018] Loss:[0.003/0.003] AdvLoss:[0.018/0.013] Acc:[1.000/1.000] AdvAcc:[0.992/0.995] +Epoch:[ 61][ 20|469] Time:[0.038/0.015] Loss:[0.003/0.003] AdvLoss:[0.025/0.016] Acc:[1.000/1.000] AdvAcc:[0.984/0.994] +Epoch:[ 61][ 30|469] Time:[0.042/0.019] Loss:[0.003/0.003] AdvLoss:[0.016/0.017] Acc:[1.000/1.000] AdvAcc:[0.992/0.995] +Epoch:[ 61][ 40|469] Time:[0.043/0.019] Loss:[0.003/0.003] AdvLoss:[0.034/0.018] Acc:[1.000/1.000] AdvAcc:[0.984/0.994] +Epoch:[ 61][ 50|469] Time:[0.039/0.016] Loss:[0.007/0.004] AdvLoss:[0.016/0.020] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 61][ 60|469] Time:[0.041/0.016] Loss:[0.001/0.004] AdvLoss:[0.013/0.021] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 61][ 70|469] Time:[0.039/0.015] Loss:[0.002/0.004] AdvLoss:[0.008/0.019] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 61][ 80|469] Time:[0.038/0.015] Loss:[0.002/0.003] AdvLoss:[0.013/0.019] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 61][ 90|469] Time:[0.040/0.019] Loss:[0.004/0.003] AdvLoss:[0.034/0.020] Acc:[1.000/1.000] AdvAcc:[0.977/0.993] +Epoch:[ 61][100|469] Time:[0.042/0.017] Loss:[0.002/0.003] AdvLoss:[0.010/0.020] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 61][110|469] Time:[0.040/0.016] Loss:[0.001/0.003] AdvLoss:[0.005/0.020] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 61][120|469] Time:[0.037/0.015] Loss:[0.001/0.003] AdvLoss:[0.006/0.020] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 61][130|469] Time:[0.041/0.019] Loss:[0.027/0.004] AdvLoss:[0.057/0.020] Acc:[0.992/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 61][140|469] Time:[0.039/0.017] Loss:[0.002/0.004] AdvLoss:[0.010/0.020] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 61][150|469] Time:[0.042/0.020] Loss:[0.003/0.004] AdvLoss:[0.013/0.020] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 61][160|469] Time:[0.038/0.015] Loss:[0.002/0.004] AdvLoss:[0.017/0.020] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 61][170|469] Time:[0.039/0.016] Loss:[0.001/0.004] AdvLoss:[0.008/0.020] Acc:[1.000/1.000] AdvAcc:[0.992/0.994] +Epoch:[ 61][180|469] Time:[0.037/0.015] Loss:[0.003/0.004] AdvLoss:[0.017/0.020] Acc:[1.000/1.000] AdvAcc:[0.992/0.994] +Epoch:[ 61][190|469] Time:[0.041/0.019] Loss:[0.001/0.004] AdvLoss:[0.006/0.020] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 61][200|469] Time:[0.042/0.019] Loss:[0.004/0.004] AdvLoss:[0.028/0.021] Acc:[1.000/1.000] AdvAcc:[0.984/0.993] +Epoch:[ 61][210|469] Time:[0.041/0.019] Loss:[0.004/0.004] AdvLoss:[0.021/0.021] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 61][220|469] Time:[0.044/0.019] Loss:[0.007/0.004] AdvLoss:[0.040/0.022] Acc:[1.000/1.000] AdvAcc:[0.984/0.994] +Epoch:[ 61][230|469] Time:[0.039/0.015] Loss:[0.004/0.004] AdvLoss:[0.017/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.994] +Epoch:[ 61][240|469] Time:[0.046/0.024] Loss:[0.002/0.004] AdvLoss:[0.024/0.022] Acc:[1.000/1.000] AdvAcc:[0.992/0.994] +Epoch:[ 61][250|469] Time:[0.043/0.023] Loss:[0.000/0.004] AdvLoss:[0.001/0.021] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 61][260|469] Time:[0.040/0.021] Loss:[0.004/0.004] AdvLoss:[0.029/0.021] Acc:[1.000/1.000] AdvAcc:[0.984/0.994] +Epoch:[ 61][270|469] Time:[0.050/0.025] Loss:[0.005/0.004] AdvLoss:[0.037/0.021] Acc:[1.000/1.000] AdvAcc:[0.977/0.994] +Epoch:[ 61][280|469] Time:[0.043/0.018] Loss:[0.001/0.004] AdvLoss:[0.004/0.021] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 61][290|469] Time:[0.042/0.019] Loss:[0.001/0.004] AdvLoss:[0.004/0.021] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 61][300|469] Time:[0.040/0.017] Loss:[0.001/0.004] AdvLoss:[0.014/0.020] Acc:[1.000/1.000] AdvAcc:[0.992/0.994] +Epoch:[ 61][310|469] Time:[0.045/0.019] Loss:[0.001/0.004] AdvLoss:[0.013/0.020] Acc:[1.000/1.000] AdvAcc:[0.992/0.994] +Epoch:[ 61][320|469] Time:[0.038/0.018] Loss:[0.000/0.003] AdvLoss:[0.004/0.020] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 61][330|469] Time:[0.041/0.016] Loss:[0.002/0.003] AdvLoss:[0.014/0.021] Acc:[1.000/1.000] AdvAcc:[0.992/0.994] +Epoch:[ 61][340|469] Time:[0.042/0.017] Loss:[0.021/0.004] AdvLoss:[0.062/0.021] Acc:[0.992/0.999] AdvAcc:[0.977/0.994] +Epoch:[ 61][350|469] Time:[0.042/0.017] Loss:[0.003/0.004] AdvLoss:[0.018/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 61][360|469] Time:[0.039/0.017] Loss:[0.006/0.004] AdvLoss:[0.031/0.022] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 61][370|469] Time:[0.042/0.019] Loss:[0.002/0.004] AdvLoss:[0.010/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 61][380|469] Time:[0.045/0.019] Loss:[0.005/0.004] AdvLoss:[0.036/0.023] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 61][390|469] Time:[0.042/0.020] Loss:[0.017/0.004] AdvLoss:[0.066/0.023] Acc:[0.992/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 61][400|469] Time:[0.040/0.019] Loss:[0.003/0.004] AdvLoss:[0.024/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 61][410|469] Time:[0.041/0.017] Loss:[0.005/0.004] AdvLoss:[0.020/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 61][420|469] Time:[0.041/0.019] Loss:[0.005/0.004] AdvLoss:[0.041/0.023] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 61][430|469] Time:[0.041/0.017] Loss:[0.002/0.004] AdvLoss:[0.018/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 61][440|469] Time:[0.042/0.019] Loss:[0.003/0.004] AdvLoss:[0.013/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 61][450|469] Time:[0.043/0.017] Loss:[0.002/0.004] AdvLoss:[0.011/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 61][460|469] Time:[0.042/0.019] Loss:[0.001/0.004] AdvLoss:[0.012/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 62][ 10|469] Time:[0.041/0.019] Loss:[0.004/0.003] AdvLoss:[0.023/0.023] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 62][ 20|469] Time:[0.042/0.018] Loss:[0.001/0.003] AdvLoss:[0.005/0.021] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 62][ 30|469] Time:[0.042/0.019] Loss:[0.002/0.003] AdvLoss:[0.028/0.021] Acc:[1.000/1.000] AdvAcc:[0.984/0.994] +Epoch:[ 62][ 40|469] Time:[0.042/0.017] Loss:[0.005/0.003] AdvLoss:[0.021/0.021] Acc:[1.000/1.000] AdvAcc:[0.992/0.994] +Epoch:[ 62][ 50|469] Time:[0.038/0.016] Loss:[0.001/0.003] AdvLoss:[0.003/0.021] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 62][ 60|469] Time:[0.044/0.019] Loss:[0.002/0.003] AdvLoss:[0.015/0.022] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 62][ 70|469] Time:[0.044/0.019] Loss:[0.013/0.004] AdvLoss:[0.038/0.021] Acc:[0.992/0.999] AdvAcc:[0.984/0.994] +Epoch:[ 62][ 80|469] Time:[0.045/0.019] Loss:[0.001/0.004] AdvLoss:[0.005/0.021] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 62][ 90|469] Time:[0.042/0.017] Loss:[0.005/0.004] AdvLoss:[0.036/0.020] Acc:[1.000/1.000] AdvAcc:[0.984/0.994] +Epoch:[ 62][100|469] Time:[0.042/0.019] Loss:[0.001/0.003] AdvLoss:[0.042/0.020] Acc:[1.000/1.000] AdvAcc:[0.984/0.994] +Epoch:[ 62][110|469] Time:[0.044/0.019] Loss:[0.002/0.003] AdvLoss:[0.011/0.020] Acc:[1.000/1.000] AdvAcc:[0.992/0.994] +Epoch:[ 62][120|469] Time:[0.038/0.015] Loss:[0.002/0.004] AdvLoss:[0.006/0.020] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 62][130|469] Time:[0.041/0.019] Loss:[0.005/0.004] AdvLoss:[0.029/0.021] Acc:[1.000/1.000] AdvAcc:[0.992/0.994] +Epoch:[ 62][140|469] Time:[0.038/0.015] Loss:[0.004/0.004] AdvLoss:[0.022/0.021] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 62][150|469] Time:[0.039/0.016] Loss:[0.016/0.004] AdvLoss:[0.067/0.022] Acc:[0.992/0.999] AdvAcc:[0.977/0.993] +Epoch:[ 62][160|469] Time:[0.038/0.016] Loss:[0.007/0.004] AdvLoss:[0.028/0.022] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 62][170|469] Time:[0.037/0.016] Loss:[0.001/0.004] AdvLoss:[0.008/0.022] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 62][180|469] Time:[0.043/0.019] Loss:[0.031/0.005] AdvLoss:[0.059/0.023] Acc:[0.992/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 62][190|469] Time:[0.042/0.018] Loss:[0.005/0.005] AdvLoss:[0.020/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 62][200|469] Time:[0.052/0.029] Loss:[0.010/0.005] AdvLoss:[0.044/0.023] Acc:[1.000/0.999] AdvAcc:[0.977/0.993] +Epoch:[ 62][210|469] Time:[0.044/0.019] Loss:[0.010/0.005] AdvLoss:[0.051/0.024] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 62][220|469] Time:[0.039/0.019] Loss:[0.028/0.006] AdvLoss:[0.052/0.024] Acc:[0.992/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 62][230|469] Time:[0.042/0.018] Loss:[0.003/0.005] AdvLoss:[0.017/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 62][240|469] Time:[0.039/0.017] Loss:[0.002/0.005] AdvLoss:[0.014/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 62][250|469] Time:[0.043/0.018] Loss:[0.002/0.005] AdvLoss:[0.019/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 62][260|469] Time:[0.039/0.018] Loss:[0.032/0.006] AdvLoss:[0.084/0.023] Acc:[0.984/0.999] AdvAcc:[0.977/0.992] +Epoch:[ 62][270|469] Time:[0.043/0.018] Loss:[0.001/0.005] AdvLoss:[0.005/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 62][280|469] Time:[0.039/0.016] Loss:[0.004/0.005] AdvLoss:[0.027/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 62][290|469] Time:[0.040/0.015] Loss:[0.005/0.005] AdvLoss:[0.031/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 62][300|469] Time:[0.042/0.018] Loss:[0.003/0.005] AdvLoss:[0.016/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 62][310|469] Time:[0.037/0.014] Loss:[0.002/0.005] AdvLoss:[0.016/0.025] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 62][320|469] Time:[0.040/0.018] Loss:[0.016/0.005] AdvLoss:[0.060/0.025] Acc:[0.992/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 62][330|469] Time:[0.041/0.018] Loss:[0.011/0.005] AdvLoss:[0.089/0.025] Acc:[1.000/0.999] AdvAcc:[0.969/0.992] +Epoch:[ 62][340|469] Time:[0.040/0.019] Loss:[0.002/0.005] AdvLoss:[0.008/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 62][350|469] Time:[0.038/0.016] Loss:[0.001/0.005] AdvLoss:[0.006/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 62][360|469] Time:[0.044/0.018] Loss:[0.003/0.005] AdvLoss:[0.013/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 62][370|469] Time:[0.039/0.017] Loss:[0.002/0.005] AdvLoss:[0.014/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 62][380|469] Time:[0.040/0.016] Loss:[0.008/0.005] AdvLoss:[0.049/0.025] Acc:[1.000/0.999] AdvAcc:[0.977/0.992] +Epoch:[ 62][390|469] Time:[0.041/0.018] Loss:[0.003/0.005] AdvLoss:[0.017/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 62][400|469] Time:[0.042/0.019] Loss:[0.010/0.005] AdvLoss:[0.085/0.025] Acc:[1.000/0.999] AdvAcc:[0.977/0.992] +Epoch:[ 62][410|469] Time:[0.043/0.019] Loss:[0.006/0.005] AdvLoss:[0.042/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 62][420|469] Time:[0.041/0.019] Loss:[0.014/0.006] AdvLoss:[0.062/0.026] Acc:[0.992/0.999] AdvAcc:[0.969/0.992] +Epoch:[ 62][430|469] Time:[0.045/0.020] Loss:[0.022/0.006] AdvLoss:[0.076/0.026] Acc:[0.992/0.999] AdvAcc:[0.977/0.992] +Epoch:[ 62][440|469] Time:[0.034/0.017] Loss:[0.003/0.006] AdvLoss:[0.030/0.026] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 62][450|469] Time:[0.039/0.017] Loss:[0.002/0.006] AdvLoss:[0.007/0.026] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 62][460|469] Time:[0.043/0.020] Loss:[0.007/0.006] AdvLoss:[0.023/0.026] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 63][ 10|469] Time:[0.044/0.019] Loss:[0.003/0.005] AdvLoss:[0.015/0.020] Acc:[1.000/1.000] AdvAcc:[0.992/0.991] +Epoch:[ 63][ 20|469] Time:[0.044/0.017] Loss:[0.004/0.003] AdvLoss:[0.020/0.020] Acc:[1.000/1.000] AdvAcc:[0.992/0.994] +Epoch:[ 63][ 30|469] Time:[0.042/0.022] Loss:[0.002/0.003] AdvLoss:[0.015/0.022] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 63][ 40|469] Time:[0.042/0.022] Loss:[0.001/0.003] AdvLoss:[0.005/0.022] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 63][ 50|469] Time:[0.042/0.021] Loss:[0.002/0.003] AdvLoss:[0.012/0.022] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 63][ 60|469] Time:[0.034/0.017] Loss:[0.005/0.003] AdvLoss:[0.045/0.021] Acc:[1.000/1.000] AdvAcc:[0.977/0.993] +Epoch:[ 63][ 70|469] Time:[0.032/0.015] Loss:[0.002/0.003] AdvLoss:[0.020/0.021] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 63][ 80|469] Time:[0.037/0.014] Loss:[0.003/0.003] AdvLoss:[0.020/0.021] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 63][ 90|469] Time:[0.040/0.018] Loss:[0.001/0.002] AdvLoss:[0.010/0.021] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 63][100|469] Time:[0.038/0.017] Loss:[0.006/0.003] AdvLoss:[0.037/0.021] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 63][110|469] Time:[0.042/0.020] Loss:[0.006/0.003] AdvLoss:[0.043/0.022] Acc:[1.000/1.000] AdvAcc:[0.977/0.993] +Epoch:[ 63][120|469] Time:[0.038/0.015] Loss:[0.001/0.003] AdvLoss:[0.004/0.021] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 63][130|469] Time:[0.040/0.016] Loss:[0.002/0.003] AdvLoss:[0.007/0.021] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 63][140|469] Time:[0.039/0.017] Loss:[0.003/0.003] AdvLoss:[0.014/0.021] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 63][150|469] Time:[0.039/0.020] Loss:[0.004/0.003] AdvLoss:[0.027/0.021] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 63][160|469] Time:[0.041/0.015] Loss:[0.003/0.003] AdvLoss:[0.021/0.021] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 63][170|469] Time:[0.042/0.019] Loss:[0.003/0.005] AdvLoss:[0.012/0.021] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 63][180|469] Time:[0.041/0.018] Loss:[0.002/0.005] AdvLoss:[0.018/0.020] Acc:[1.000/1.000] AdvAcc:[0.992/0.994] +Epoch:[ 63][190|469] Time:[0.040/0.018] Loss:[0.002/0.005] AdvLoss:[0.006/0.021] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 63][200|469] Time:[0.039/0.015] Loss:[0.003/0.005] AdvLoss:[0.049/0.021] Acc:[1.000/1.000] AdvAcc:[0.984/0.993] +Epoch:[ 63][210|469] Time:[0.037/0.018] Loss:[0.007/0.005] AdvLoss:[0.031/0.021] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 63][220|469] Time:[0.042/0.021] Loss:[0.002/0.005] AdvLoss:[0.008/0.022] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 63][230|469] Time:[0.038/0.015] Loss:[0.003/0.005] AdvLoss:[0.020/0.022] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 63][240|469] Time:[0.039/0.016] Loss:[0.002/0.004] AdvLoss:[0.010/0.022] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 63][250|469] Time:[0.043/0.019] Loss:[0.002/0.004] AdvLoss:[0.009/0.022] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 63][260|469] Time:[0.039/0.015] Loss:[0.003/0.004] AdvLoss:[0.013/0.022] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 63][270|469] Time:[0.039/0.016] Loss:[0.010/0.005] AdvLoss:[0.028/0.022] Acc:[0.992/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 63][280|469] Time:[0.040/0.021] Loss:[0.003/0.005] AdvLoss:[0.020/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 63][290|469] Time:[0.041/0.019] Loss:[0.001/0.005] AdvLoss:[0.004/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 63][300|469] Time:[0.038/0.016] Loss:[0.006/0.005] AdvLoss:[0.019/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 63][310|469] Time:[0.043/0.017] Loss:[0.000/0.005] AdvLoss:[0.002/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 63][320|469] Time:[0.037/0.015] Loss:[0.002/0.005] AdvLoss:[0.012/0.022] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 63][330|469] Time:[0.042/0.018] Loss:[0.003/0.005] AdvLoss:[0.020/0.022] Acc:[1.000/1.000] AdvAcc:[0.984/0.993] +Epoch:[ 63][340|469] Time:[0.040/0.019] Loss:[0.005/0.005] AdvLoss:[0.035/0.022] Acc:[1.000/1.000] AdvAcc:[0.984/0.993] +Epoch:[ 63][350|469] Time:[0.039/0.015] Loss:[0.001/0.004] AdvLoss:[0.005/0.022] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 63][360|469] Time:[0.042/0.019] Loss:[0.002/0.004] AdvLoss:[0.022/0.022] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 63][370|469] Time:[0.040/0.015] Loss:[0.006/0.004] AdvLoss:[0.025/0.021] Acc:[1.000/1.000] AdvAcc:[0.984/0.993] +Epoch:[ 63][380|469] Time:[0.041/0.018] Loss:[0.001/0.004] AdvLoss:[0.009/0.021] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 63][390|469] Time:[0.042/0.017] Loss:[0.005/0.004] AdvLoss:[0.030/0.022] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 63][400|469] Time:[0.041/0.019] Loss:[0.003/0.005] AdvLoss:[0.017/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 63][410|469] Time:[0.038/0.016] Loss:[0.006/0.005] AdvLoss:[0.031/0.022] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 63][420|469] Time:[0.043/0.018] Loss:[0.005/0.005] AdvLoss:[0.046/0.022] Acc:[1.000/0.999] AdvAcc:[0.977/0.993] +Epoch:[ 63][430|469] Time:[0.040/0.015] Loss:[0.002/0.005] AdvLoss:[0.010/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 63][440|469] Time:[0.038/0.015] Loss:[0.009/0.005] AdvLoss:[0.063/0.023] Acc:[1.000/0.999] AdvAcc:[0.961/0.993] +Epoch:[ 63][450|469] Time:[0.031/0.019] Loss:[0.004/0.005] AdvLoss:[0.020/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 63][460|469] Time:[0.040/0.018] Loss:[0.004/0.005] AdvLoss:[0.018/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 64][ 10|469] Time:[0.042/0.018] Loss:[0.000/0.001] AdvLoss:[0.003/0.014] Acc:[1.000/1.000] AdvAcc:[1.000/0.995] +Epoch:[ 64][ 20|469] Time:[0.042/0.018] Loss:[0.001/0.001] AdvLoss:[0.004/0.013] Acc:[1.000/1.000] AdvAcc:[1.000/0.996] +Epoch:[ 64][ 30|469] Time:[0.041/0.018] Loss:[0.001/0.001] AdvLoss:[0.006/0.012] Acc:[1.000/1.000] AdvAcc:[1.000/0.996] +Epoch:[ 64][ 40|469] Time:[0.043/0.018] Loss:[0.001/0.001] AdvLoss:[0.006/0.012] Acc:[1.000/1.000] AdvAcc:[1.000/0.996] +Epoch:[ 64][ 50|469] Time:[0.043/0.018] Loss:[0.001/0.001] AdvLoss:[0.002/0.012] Acc:[1.000/1.000] AdvAcc:[1.000/0.996] +Epoch:[ 64][ 60|469] Time:[0.038/0.015] Loss:[0.006/0.001] AdvLoss:[0.038/0.013] Acc:[1.000/1.000] AdvAcc:[0.984/0.996] +Epoch:[ 64][ 70|469] Time:[0.043/0.018] Loss:[0.002/0.001] AdvLoss:[0.017/0.014] Acc:[1.000/1.000] AdvAcc:[0.992/0.995] +Epoch:[ 64][ 80|469] Time:[0.042/0.018] Loss:[0.009/0.002] AdvLoss:[0.043/0.016] Acc:[0.992/1.000] AdvAcc:[0.977/0.995] +Epoch:[ 64][ 90|469] Time:[0.041/0.019] Loss:[0.001/0.002] AdvLoss:[0.003/0.015] Acc:[1.000/1.000] AdvAcc:[1.000/0.995] +Epoch:[ 64][100|469] Time:[0.039/0.016] Loss:[0.008/0.002] AdvLoss:[0.044/0.015] Acc:[1.000/1.000] AdvAcc:[0.984/0.995] +Epoch:[ 64][110|469] Time:[0.040/0.017] Loss:[0.001/0.002] AdvLoss:[0.008/0.016] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 64][120|469] Time:[0.040/0.016] Loss:[0.001/0.002] AdvLoss:[0.005/0.017] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 64][130|469] Time:[0.042/0.018] Loss:[0.001/0.002] AdvLoss:[0.004/0.017] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 64][140|469] Time:[0.042/0.018] Loss:[0.010/0.003] AdvLoss:[0.024/0.017] Acc:[0.992/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 64][150|469] Time:[0.042/0.019] Loss:[0.005/0.003] AdvLoss:[0.029/0.017] Acc:[1.000/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 64][160|469] Time:[0.041/0.018] Loss:[0.004/0.003] AdvLoss:[0.014/0.018] Acc:[1.000/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 64][170|469] Time:[0.041/0.020] Loss:[0.002/0.003] AdvLoss:[0.019/0.018] Acc:[1.000/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 64][180|469] Time:[0.040/0.017] Loss:[0.008/0.003] AdvLoss:[0.048/0.018] Acc:[1.000/0.999] AdvAcc:[0.984/0.994] +Epoch:[ 64][190|469] Time:[0.042/0.018] Loss:[0.007/0.003] AdvLoss:[0.046/0.019] Acc:[1.000/0.999] AdvAcc:[0.977/0.994] +Epoch:[ 64][200|469] Time:[0.043/0.018] Loss:[0.004/0.003] AdvLoss:[0.022/0.020] Acc:[1.000/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 64][210|469] Time:[0.038/0.017] Loss:[0.003/0.003] AdvLoss:[0.012/0.020] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 64][220|469] Time:[0.041/0.019] Loss:[0.003/0.003] AdvLoss:[0.015/0.020] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 64][230|469] Time:[0.042/0.018] Loss:[0.004/0.003] AdvLoss:[0.035/0.020] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 64][240|469] Time:[0.042/0.019] Loss:[0.004/0.003] AdvLoss:[0.019/0.020] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 64][250|469] Time:[0.043/0.018] Loss:[0.001/0.003] AdvLoss:[0.006/0.020] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 64][260|469] Time:[0.040/0.017] Loss:[0.002/0.003] AdvLoss:[0.014/0.021] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 64][270|469] Time:[0.037/0.016] Loss:[0.007/0.003] AdvLoss:[0.032/0.021] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 64][280|469] Time:[0.039/0.017] Loss:[0.003/0.003] AdvLoss:[0.012/0.022] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 64][290|469] Time:[0.041/0.015] Loss:[0.007/0.003] AdvLoss:[0.025/0.022] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 64][300|469] Time:[0.042/0.017] Loss:[0.003/0.003] AdvLoss:[0.023/0.022] Acc:[1.000/1.000] AdvAcc:[0.984/0.993] +Epoch:[ 64][310|469] Time:[0.041/0.019] Loss:[0.004/0.003] AdvLoss:[0.037/0.022] Acc:[1.000/1.000] AdvAcc:[0.984/0.993] +Epoch:[ 64][320|469] Time:[0.040/0.018] Loss:[0.052/0.004] AdvLoss:[0.103/0.023] Acc:[0.992/1.000] AdvAcc:[0.977/0.993] +Epoch:[ 64][330|469] Time:[0.042/0.018] Loss:[0.024/0.004] AdvLoss:[0.052/0.023] Acc:[0.984/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 64][340|469] Time:[0.043/0.018] Loss:[0.003/0.004] AdvLoss:[0.020/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 64][350|469] Time:[0.035/0.015] Loss:[0.001/0.004] AdvLoss:[0.005/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 64][360|469] Time:[0.046/0.025] Loss:[0.001/0.004] AdvLoss:[0.020/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 64][370|469] Time:[0.047/0.021] Loss:[0.007/0.004] AdvLoss:[0.029/0.024] Acc:[1.000/0.999] AdvAcc:[0.977/0.992] +Epoch:[ 64][380|469] Time:[0.044/0.018] Loss:[0.021/0.005] AdvLoss:[0.054/0.024] Acc:[0.984/0.999] AdvAcc:[0.977/0.992] +Epoch:[ 64][390|469] Time:[0.041/0.019] Loss:[0.003/0.005] AdvLoss:[0.013/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 64][400|469] Time:[0.041/0.018] Loss:[0.007/0.005] AdvLoss:[0.040/0.024] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 64][410|469] Time:[0.041/0.016] Loss:[0.002/0.005] AdvLoss:[0.021/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 64][420|469] Time:[0.042/0.018] Loss:[0.002/0.005] AdvLoss:[0.010/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 64][430|469] Time:[0.040/0.015] Loss:[0.012/0.005] AdvLoss:[0.035/0.024] Acc:[0.992/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 64][440|469] Time:[0.042/0.018] Loss:[0.012/0.005] AdvLoss:[0.032/0.025] Acc:[0.992/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 64][450|469] Time:[0.043/0.018] Loss:[0.003/0.005] AdvLoss:[0.024/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 64][460|469] Time:[0.041/0.016] Loss:[0.003/0.005] AdvLoss:[0.032/0.025] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +epoch 64 evaluated +natural accuracy: 0.9917 +adversarial accuracy: 0.9838 +Epoch:[ 65][ 10|469] Time:[0.043/0.018] Loss:[0.002/0.003] AdvLoss:[0.007/0.028] Acc:[1.000/1.000] AdvAcc:[1.000/0.988] +Epoch:[ 65][ 20|469] Time:[0.042/0.018] Loss:[0.004/0.007] AdvLoss:[0.019/0.029] Acc:[1.000/0.998] AdvAcc:[0.992/0.990] +Epoch:[ 65][ 30|469] Time:[0.042/0.019] Loss:[0.002/0.006] AdvLoss:[0.012/0.026] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 65][ 40|469] Time:[0.039/0.017] Loss:[0.001/0.005] AdvLoss:[0.009/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 65][ 50|469] Time:[0.043/0.019] Loss:[0.003/0.005] AdvLoss:[0.011/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.994] +Epoch:[ 65][ 60|469] Time:[0.044/0.018] Loss:[0.002/0.004] AdvLoss:[0.012/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.994] +Epoch:[ 65][ 70|469] Time:[0.042/0.018] Loss:[0.003/0.004] AdvLoss:[0.022/0.021] Acc:[1.000/0.999] AdvAcc:[0.984/0.994] +Epoch:[ 65][ 80|469] Time:[0.039/0.014] Loss:[0.010/0.004] AdvLoss:[0.052/0.023] Acc:[1.000/1.000] AdvAcc:[0.977/0.993] +Epoch:[ 65][ 90|469] Time:[0.043/0.020] Loss:[0.002/0.004] AdvLoss:[0.014/0.022] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 65][100|469] Time:[0.038/0.015] Loss:[0.003/0.004] AdvLoss:[0.012/0.021] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 65][110|469] Time:[0.040/0.018] Loss:[0.001/0.004] AdvLoss:[0.002/0.021] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 65][120|469] Time:[0.041/0.018] Loss:[0.004/0.004] AdvLoss:[0.034/0.021] Acc:[1.000/1.000] AdvAcc:[0.984/0.994] +Epoch:[ 65][130|469] Time:[0.041/0.018] Loss:[0.009/0.004] AdvLoss:[0.031/0.022] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 65][140|469] Time:[0.039/0.017] Loss:[0.002/0.004] AdvLoss:[0.011/0.022] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 65][150|469] Time:[0.039/0.017] Loss:[0.003/0.004] AdvLoss:[0.014/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 65][160|469] Time:[0.039/0.014] Loss:[0.004/0.004] AdvLoss:[0.016/0.022] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 65][170|469] Time:[0.039/0.017] Loss:[0.003/0.004] AdvLoss:[0.023/0.022] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 65][180|469] Time:[0.041/0.015] Loss:[0.003/0.004] AdvLoss:[0.019/0.023] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 65][190|469] Time:[0.037/0.015] Loss:[0.001/0.004] AdvLoss:[0.006/0.023] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 65][200|469] Time:[0.043/0.017] Loss:[0.005/0.004] AdvLoss:[0.030/0.024] Acc:[1.000/1.000] AdvAcc:[0.984/0.993] +Epoch:[ 65][210|469] Time:[0.038/0.016] Loss:[0.003/0.004] AdvLoss:[0.018/0.024] Acc:[1.000/1.000] AdvAcc:[1.000/0.992] +Epoch:[ 65][220|469] Time:[0.041/0.019] Loss:[0.031/0.006] AdvLoss:[0.061/0.024] Acc:[0.992/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 65][230|469] Time:[0.040/0.015] Loss:[0.001/0.006] AdvLoss:[0.006/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 65][240|469] Time:[0.042/0.019] Loss:[0.002/0.006] AdvLoss:[0.018/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 65][250|469] Time:[0.042/0.020] Loss:[0.001/0.005] AdvLoss:[0.007/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 65][260|469] Time:[0.043/0.018] Loss:[0.001/0.005] AdvLoss:[0.011/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 65][270|469] Time:[0.041/0.018] Loss:[0.002/0.005] AdvLoss:[0.011/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 65][280|469] Time:[0.040/0.018] Loss:[0.006/0.005] AdvLoss:[0.041/0.024] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 65][290|469] Time:[0.041/0.018] Loss:[0.005/0.005] AdvLoss:[0.016/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 65][300|469] Time:[0.043/0.018] Loss:[0.001/0.005] AdvLoss:[0.006/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 65][310|469] Time:[0.043/0.018] Loss:[0.006/0.005] AdvLoss:[0.048/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 65][320|469] Time:[0.042/0.020] Loss:[0.003/0.005] AdvLoss:[0.018/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 65][330|469] Time:[0.041/0.015] Loss:[0.004/0.005] AdvLoss:[0.063/0.024] Acc:[1.000/0.999] AdvAcc:[0.969/0.993] +Epoch:[ 65][340|469] Time:[0.039/0.018] Loss:[0.007/0.005] AdvLoss:[0.073/0.024] Acc:[1.000/0.999] AdvAcc:[0.953/0.993] +Epoch:[ 65][350|469] Time:[0.038/0.015] Loss:[0.003/0.005] AdvLoss:[0.024/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 65][360|469] Time:[0.040/0.018] Loss:[0.004/0.005] AdvLoss:[0.018/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 65][370|469] Time:[0.037/0.016] Loss:[0.007/0.005] AdvLoss:[0.028/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 65][380|469] Time:[0.040/0.019] Loss:[0.002/0.005] AdvLoss:[0.014/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 65][390|469] Time:[0.038/0.015] Loss:[0.001/0.005] AdvLoss:[0.006/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 65][400|469] Time:[0.041/0.019] Loss:[0.001/0.005] AdvLoss:[0.010/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 65][410|469] Time:[0.056/0.030] Loss:[0.003/0.005] AdvLoss:[0.015/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 65][420|469] Time:[0.042/0.017] Loss:[0.023/0.005] AdvLoss:[0.075/0.025] Acc:[0.992/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 65][430|469] Time:[0.038/0.015] Loss:[0.003/0.005] AdvLoss:[0.029/0.025] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 65][440|469] Time:[0.038/0.016] Loss:[0.001/0.005] AdvLoss:[0.024/0.025] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 65][450|469] Time:[0.040/0.015] Loss:[0.008/0.005] AdvLoss:[0.057/0.025] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 65][460|469] Time:[0.038/0.014] Loss:[0.007/0.005] AdvLoss:[0.028/0.025] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 66][ 10|469] Time:[0.037/0.015] Loss:[0.003/0.006] AdvLoss:[0.029/0.027] Acc:[1.000/0.996] AdvAcc:[0.992/0.991] +Epoch:[ 66][ 20|469] Time:[0.042/0.018] Loss:[0.004/0.005] AdvLoss:[0.013/0.020] Acc:[1.000/0.998] AdvAcc:[1.000/0.993] +Epoch:[ 66][ 30|469] Time:[0.038/0.017] Loss:[0.001/0.004] AdvLoss:[0.006/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 66][ 40|469] Time:[0.041/0.018] Loss:[0.016/0.006] AdvLoss:[0.050/0.024] Acc:[0.992/0.997] AdvAcc:[0.984/0.992] +Epoch:[ 66][ 50|469] Time:[0.041/0.019] Loss:[0.002/0.005] AdvLoss:[0.011/0.023] Acc:[1.000/0.998] AdvAcc:[1.000/0.993] +Epoch:[ 66][ 60|469] Time:[0.043/0.018] Loss:[0.007/0.005] AdvLoss:[0.039/0.024] Acc:[1.000/0.998] AdvAcc:[0.984/0.992] +Epoch:[ 66][ 70|469] Time:[0.041/0.018] Loss:[0.002/0.005] AdvLoss:[0.010/0.023] Acc:[1.000/0.998] AdvAcc:[1.000/0.992] +Epoch:[ 66][ 80|469] Time:[0.040/0.018] Loss:[0.002/0.005] AdvLoss:[0.009/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 66][ 90|469] Time:[0.044/0.018] Loss:[0.002/0.005] AdvLoss:[0.008/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 66][100|469] Time:[0.044/0.026] Loss:[0.001/0.004] AdvLoss:[0.009/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 66][110|469] Time:[0.056/0.026] Loss:[0.003/0.004] AdvLoss:[0.014/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 66][120|469] Time:[0.039/0.014] Loss:[0.005/0.004] AdvLoss:[0.030/0.022] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 66][130|469] Time:[0.038/0.018] Loss:[0.001/0.004] AdvLoss:[0.004/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 66][140|469] Time:[0.037/0.017] Loss:[0.001/0.004] AdvLoss:[0.006/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 66][150|469] Time:[0.038/0.018] Loss:[0.001/0.004] AdvLoss:[0.004/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 66][160|469] Time:[0.041/0.018] Loss:[0.003/0.004] AdvLoss:[0.028/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 66][170|469] Time:[0.041/0.018] Loss:[0.001/0.004] AdvLoss:[0.008/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 66][180|469] Time:[0.033/0.020] Loss:[0.002/0.004] AdvLoss:[0.011/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 66][190|469] Time:[0.037/0.015] Loss:[0.003/0.004] AdvLoss:[0.014/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 66][200|469] Time:[0.042/0.018] Loss:[0.001/0.004] AdvLoss:[0.009/0.020] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 66][210|469] Time:[0.041/0.016] Loss:[0.004/0.004] AdvLoss:[0.028/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 66][220|469] Time:[0.039/0.017] Loss:[0.003/0.004] AdvLoss:[0.033/0.022] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 66][230|469] Time:[0.041/0.016] Loss:[0.004/0.004] AdvLoss:[0.020/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 66][240|469] Time:[0.041/0.018] Loss:[0.024/0.004] AdvLoss:[0.085/0.022] Acc:[0.992/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 66][250|469] Time:[0.040/0.014] Loss:[0.014/0.004] AdvLoss:[0.072/0.023] Acc:[0.992/0.999] AdvAcc:[0.977/0.993] +Epoch:[ 66][260|469] Time:[0.042/0.018] Loss:[0.020/0.005] AdvLoss:[0.056/0.024] Acc:[0.992/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 66][270|469] Time:[0.038/0.015] Loss:[0.003/0.005] AdvLoss:[0.013/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 66][280|469] Time:[0.041/0.019] Loss:[0.038/0.005] AdvLoss:[0.071/0.024] Acc:[0.992/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 66][290|469] Time:[0.040/0.018] Loss:[0.007/0.005] AdvLoss:[0.052/0.024] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 66][300|469] Time:[0.041/0.019] Loss:[0.004/0.005] AdvLoss:[0.025/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 66][310|469] Time:[0.042/0.018] Loss:[0.007/0.006] AdvLoss:[0.028/0.024] Acc:[1.000/0.998] AdvAcc:[0.992/0.992] +Epoch:[ 66][320|469] Time:[0.040/0.019] Loss:[0.002/0.005] AdvLoss:[0.011/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 66][330|469] Time:[0.042/0.018] Loss:[0.019/0.006] AdvLoss:[0.031/0.024] Acc:[0.992/0.998] AdvAcc:[0.992/0.992] +Epoch:[ 66][340|469] Time:[0.041/0.018] Loss:[0.004/0.006] AdvLoss:[0.015/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 66][350|469] Time:[0.042/0.018] Loss:[0.003/0.005] AdvLoss:[0.016/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 66][360|469] Time:[0.041/0.018] Loss:[0.002/0.005] AdvLoss:[0.014/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 66][370|469] Time:[0.043/0.018] Loss:[0.003/0.005] AdvLoss:[0.015/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 66][380|469] Time:[0.039/0.016] Loss:[0.004/0.005] AdvLoss:[0.028/0.025] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 66][390|469] Time:[0.043/0.018] Loss:[0.006/0.005] AdvLoss:[0.027/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 66][400|469] Time:[0.041/0.018] Loss:[0.001/0.005] AdvLoss:[0.010/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 66][410|469] Time:[0.041/0.018] Loss:[0.002/0.006] AdvLoss:[0.009/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 66][420|469] Time:[0.054/0.021] Loss:[0.016/0.007] AdvLoss:[0.040/0.025] Acc:[0.992/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 66][430|469] Time:[0.041/0.018] Loss:[0.007/0.007] AdvLoss:[0.034/0.025] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 66][440|469] Time:[0.043/0.018] Loss:[0.002/0.006] AdvLoss:[0.008/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 66][450|469] Time:[0.043/0.018] Loss:[0.007/0.007] AdvLoss:[0.029/0.025] Acc:[1.000/0.999] AdvAcc:[0.977/0.992] +Epoch:[ 66][460|469] Time:[0.040/0.015] Loss:[0.004/0.006] AdvLoss:[0.017/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 67][ 10|469] Time:[0.043/0.018] Loss:[0.003/0.004] AdvLoss:[0.012/0.025] Acc:[1.000/1.000] AdvAcc:[1.000/0.995] +Epoch:[ 67][ 20|469] Time:[0.039/0.015] Loss:[0.003/0.004] AdvLoss:[0.028/0.025] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 67][ 30|469] Time:[0.040/0.018] Loss:[0.000/0.003] AdvLoss:[0.003/0.022] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 67][ 40|469] Time:[0.040/0.018] Loss:[0.001/0.003] AdvLoss:[0.004/0.022] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 67][ 50|469] Time:[0.042/0.019] Loss:[0.008/0.003] AdvLoss:[0.029/0.020] Acc:[1.000/1.000] AdvAcc:[0.992/0.994] +Epoch:[ 67][ 60|469] Time:[0.037/0.015] Loss:[0.003/0.003] AdvLoss:[0.022/0.019] Acc:[1.000/1.000] AdvAcc:[0.992/0.994] +Epoch:[ 67][ 70|469] Time:[0.043/0.018] Loss:[0.001/0.003] AdvLoss:[0.006/0.018] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 67][ 80|469] Time:[0.038/0.015] Loss:[0.001/0.003] AdvLoss:[0.005/0.019] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 67][ 90|469] Time:[0.039/0.015] Loss:[0.006/0.004] AdvLoss:[0.047/0.021] Acc:[1.000/1.000] AdvAcc:[0.977/0.993] +Epoch:[ 67][100|469] Time:[0.040/0.017] Loss:[0.003/0.003] AdvLoss:[0.016/0.021] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 67][110|469] Time:[0.039/0.014] Loss:[0.001/0.003] AdvLoss:[0.003/0.020] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 67][120|469] Time:[0.041/0.019] Loss:[0.001/0.003] AdvLoss:[0.004/0.020] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 67][130|469] Time:[0.043/0.020] Loss:[0.001/0.003] AdvLoss:[0.012/0.020] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 67][140|469] Time:[0.041/0.018] Loss:[0.019/0.004] AdvLoss:[0.049/0.020] Acc:[0.992/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 67][150|469] Time:[0.039/0.015] Loss:[0.000/0.004] AdvLoss:[0.002/0.019] Acc:[1.000/0.999] AdvAcc:[1.000/0.994] +Epoch:[ 67][160|469] Time:[0.038/0.016] Loss:[0.001/0.004] AdvLoss:[0.008/0.019] Acc:[1.000/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 67][170|469] Time:[0.039/0.016] Loss:[0.002/0.004] AdvLoss:[0.012/0.019] Acc:[1.000/0.999] AdvAcc:[1.000/0.994] +Epoch:[ 67][180|469] Time:[0.036/0.014] Loss:[0.001/0.004] AdvLoss:[0.013/0.019] Acc:[1.000/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 67][190|469] Time:[0.052/0.029] Loss:[0.001/0.004] AdvLoss:[0.012/0.019] Acc:[1.000/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 67][200|469] Time:[0.042/0.020] Loss:[0.001/0.004] AdvLoss:[0.003/0.020] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 67][210|469] Time:[0.039/0.017] Loss:[0.008/0.004] AdvLoss:[0.030/0.021] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 67][220|469] Time:[0.042/0.019] Loss:[0.004/0.004] AdvLoss:[0.015/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 67][230|469] Time:[0.038/0.016] Loss:[0.002/0.004] AdvLoss:[0.009/0.020] Acc:[1.000/0.999] AdvAcc:[1.000/0.994] +Epoch:[ 67][240|469] Time:[0.041/0.019] Loss:[0.005/0.004] AdvLoss:[0.038/0.020] Acc:[1.000/1.000] AdvAcc:[0.977/0.994] +Epoch:[ 67][250|469] Time:[0.042/0.018] Loss:[0.012/0.004] AdvLoss:[0.046/0.021] Acc:[0.992/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 67][260|469] Time:[0.042/0.018] Loss:[0.087/0.006] AdvLoss:[0.140/0.021] Acc:[0.984/0.999] AdvAcc:[0.977/0.993] +Epoch:[ 67][270|469] Time:[0.040/0.018] Loss:[0.002/0.006] AdvLoss:[0.006/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 67][280|469] Time:[0.038/0.015] Loss:[0.003/0.006] AdvLoss:[0.023/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 67][290|469] Time:[0.044/0.019] Loss:[0.001/0.006] AdvLoss:[0.003/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 67][300|469] Time:[0.044/0.022] Loss:[0.009/0.006] AdvLoss:[0.030/0.022] Acc:[0.992/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 67][310|469] Time:[0.042/0.019] Loss:[0.001/0.006] AdvLoss:[0.008/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 67][320|469] Time:[0.042/0.020] Loss:[0.001/0.006] AdvLoss:[0.005/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 67][330|469] Time:[0.042/0.017] Loss:[0.003/0.006] AdvLoss:[0.012/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 67][340|469] Time:[0.043/0.019] Loss:[0.002/0.006] AdvLoss:[0.010/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 67][350|469] Time:[0.042/0.018] Loss:[0.011/0.006] AdvLoss:[0.050/0.023] Acc:[0.992/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 67][360|469] Time:[0.040/0.017] Loss:[0.013/0.006] AdvLoss:[0.055/0.023] Acc:[1.000/0.999] AdvAcc:[0.977/0.993] +Epoch:[ 67][370|469] Time:[0.042/0.018] Loss:[0.007/0.006] AdvLoss:[0.031/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 67][380|469] Time:[0.041/0.019] Loss:[0.001/0.006] AdvLoss:[0.007/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 67][390|469] Time:[0.052/0.025] Loss:[0.001/0.006] AdvLoss:[0.009/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 67][400|469] Time:[0.049/0.025] Loss:[0.008/0.006] AdvLoss:[0.039/0.023] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 67][410|469] Time:[0.038/0.020] Loss:[0.007/0.006] AdvLoss:[0.065/0.023] Acc:[1.000/0.999] AdvAcc:[0.977/0.993] +Epoch:[ 67][420|469] Time:[0.043/0.018] Loss:[0.006/0.006] AdvLoss:[0.035/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 67][430|469] Time:[0.040/0.015] Loss:[0.002/0.006] AdvLoss:[0.005/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 67][440|469] Time:[0.041/0.019] Loss:[0.003/0.006] AdvLoss:[0.011/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 67][450|469] Time:[0.042/0.018] Loss:[0.003/0.006] AdvLoss:[0.009/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 67][460|469] Time:[0.041/0.018] Loss:[0.003/0.006] AdvLoss:[0.013/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 68][ 10|469] Time:[0.042/0.018] Loss:[0.002/0.004] AdvLoss:[0.007/0.021] Acc:[1.000/1.000] AdvAcc:[1.000/0.992] +Epoch:[ 68][ 20|469] Time:[0.042/0.018] Loss:[0.004/0.003] AdvLoss:[0.029/0.018] Acc:[1.000/1.000] AdvAcc:[0.992/0.994] +Epoch:[ 68][ 30|469] Time:[0.038/0.016] Loss:[0.009/0.004] AdvLoss:[0.030/0.023] Acc:[1.000/1.000] AdvAcc:[0.984/0.992] +Epoch:[ 68][ 40|469] Time:[0.043/0.017] Loss:[0.005/0.004] AdvLoss:[0.019/0.023] Acc:[1.000/1.000] AdvAcc:[1.000/0.992] +Epoch:[ 68][ 50|469] Time:[0.041/0.017] Loss:[0.002/0.004] AdvLoss:[0.007/0.022] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 68][ 60|469] Time:[0.042/0.018] Loss:[0.007/0.004] AdvLoss:[0.033/0.022] Acc:[1.000/1.000] AdvAcc:[0.984/0.993] +Epoch:[ 68][ 70|469] Time:[0.039/0.016] Loss:[0.002/0.004] AdvLoss:[0.019/0.021] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 68][ 80|469] Time:[0.044/0.018] Loss:[0.002/0.004] AdvLoss:[0.011/0.020] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 68][ 90|469] Time:[0.042/0.019] Loss:[0.002/0.003] AdvLoss:[0.011/0.019] Acc:[1.000/1.000] AdvAcc:[0.992/0.994] +Epoch:[ 68][100|469] Time:[0.044/0.018] Loss:[0.001/0.004] AdvLoss:[0.007/0.019] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 68][110|469] Time:[0.041/0.019] Loss:[0.002/0.004] AdvLoss:[0.012/0.019] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 68][120|469] Time:[0.042/0.018] Loss:[0.004/0.004] AdvLoss:[0.022/0.019] Acc:[1.000/1.000] AdvAcc:[0.992/0.994] +Epoch:[ 68][130|469] Time:[0.042/0.018] Loss:[0.003/0.004] AdvLoss:[0.011/0.020] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 68][140|469] Time:[0.038/0.016] Loss:[0.002/0.004] AdvLoss:[0.004/0.019] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 68][150|469] Time:[0.040/0.015] Loss:[0.002/0.004] AdvLoss:[0.013/0.019] Acc:[1.000/1.000] AdvAcc:[0.992/0.994] +Epoch:[ 68][160|469] Time:[0.041/0.018] Loss:[0.000/0.003] AdvLoss:[0.010/0.019] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 68][170|469] Time:[0.039/0.016] Loss:[0.003/0.003] AdvLoss:[0.011/0.019] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 68][180|469] Time:[0.038/0.015] Loss:[0.007/0.003] AdvLoss:[0.042/0.019] Acc:[1.000/1.000] AdvAcc:[0.984/0.994] +Epoch:[ 68][190|469] Time:[0.041/0.019] Loss:[0.003/0.003] AdvLoss:[0.024/0.020] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 68][200|469] Time:[0.040/0.017] Loss:[0.007/0.003] AdvLoss:[0.066/0.020] Acc:[0.992/1.000] AdvAcc:[0.984/0.994] +Epoch:[ 68][210|469] Time:[0.041/0.018] Loss:[0.003/0.004] AdvLoss:[0.017/0.020] Acc:[1.000/1.000] AdvAcc:[0.992/0.994] +Epoch:[ 68][220|469] Time:[0.042/0.018] Loss:[0.005/0.004] AdvLoss:[0.034/0.020] Acc:[1.000/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 68][230|469] Time:[0.040/0.018] Loss:[0.006/0.004] AdvLoss:[0.031/0.021] Acc:[1.000/0.999] AdvAcc:[0.984/0.994] +Epoch:[ 68][240|469] Time:[0.039/0.016] Loss:[0.024/0.004] AdvLoss:[0.060/0.021] Acc:[0.992/0.999] AdvAcc:[0.984/0.994] +Epoch:[ 68][250|469] Time:[0.042/0.018] Loss:[0.002/0.004] AdvLoss:[0.012/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 68][260|469] Time:[0.038/0.015] Loss:[0.005/0.004] AdvLoss:[0.028/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 68][270|469] Time:[0.038/0.015] Loss:[0.004/0.004] AdvLoss:[0.028/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 68][280|469] Time:[0.039/0.015] Loss:[0.002/0.004] AdvLoss:[0.011/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.994] +Epoch:[ 68][290|469] Time:[0.039/0.014] Loss:[0.003/0.004] AdvLoss:[0.013/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 68][300|469] Time:[0.047/0.020] Loss:[0.001/0.004] AdvLoss:[0.004/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.994] +Epoch:[ 68][310|469] Time:[0.038/0.015] Loss:[0.005/0.004] AdvLoss:[0.032/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 68][320|469] Time:[0.039/0.016] Loss:[0.005/0.004] AdvLoss:[0.044/0.021] Acc:[1.000/0.999] AdvAcc:[0.977/0.994] +Epoch:[ 68][330|469] Time:[0.041/0.019] Loss:[0.003/0.004] AdvLoss:[0.016/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 68][340|469] Time:[0.040/0.015] Loss:[0.004/0.004] AdvLoss:[0.021/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 68][350|469] Time:[0.038/0.015] Loss:[0.007/0.004] AdvLoss:[0.018/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 68][360|469] Time:[0.046/0.021] Loss:[0.002/0.004] AdvLoss:[0.028/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 68][370|469] Time:[0.041/0.018] Loss:[0.003/0.004] AdvLoss:[0.017/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 68][380|469] Time:[0.040/0.018] Loss:[0.002/0.004] AdvLoss:[0.007/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 68][390|469] Time:[0.040/0.019] Loss:[0.011/0.004] AdvLoss:[0.052/0.022] Acc:[1.000/0.999] AdvAcc:[0.969/0.993] +Epoch:[ 68][400|469] Time:[0.044/0.022] Loss:[0.006/0.004] AdvLoss:[0.029/0.022] Acc:[1.000/1.000] AdvAcc:[0.984/0.993] +Epoch:[ 68][410|469] Time:[0.039/0.015] Loss:[0.003/0.004] AdvLoss:[0.010/0.022] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 68][420|469] Time:[0.041/0.018] Loss:[0.006/0.004] AdvLoss:[0.029/0.022] Acc:[1.000/1.000] AdvAcc:[0.984/0.993] +Epoch:[ 68][430|469] Time:[0.039/0.015] Loss:[0.003/0.004] AdvLoss:[0.017/0.022] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 68][440|469] Time:[0.040/0.018] Loss:[0.001/0.004] AdvLoss:[0.006/0.022] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 68][450|469] Time:[0.058/0.031] Loss:[0.002/0.004] AdvLoss:[0.020/0.022] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 68][460|469] Time:[0.038/0.016] Loss:[0.016/0.004] AdvLoss:[0.035/0.022] Acc:[0.992/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 69][ 10|469] Time:[0.041/0.018] Loss:[0.001/0.003] AdvLoss:[0.005/0.020] Acc:[1.000/1.000] AdvAcc:[1.000/0.995] +Epoch:[ 69][ 20|469] Time:[0.042/0.020] Loss:[0.003/0.003] AdvLoss:[0.014/0.021] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 69][ 30|469] Time:[0.043/0.018] Loss:[0.004/0.003] AdvLoss:[0.020/0.019] Acc:[1.000/1.000] AdvAcc:[0.992/0.994] +Epoch:[ 69][ 40|469] Time:[0.038/0.016] Loss:[0.005/0.003] AdvLoss:[0.028/0.018] Acc:[1.000/1.000] AdvAcc:[0.984/0.994] +Epoch:[ 69][ 50|469] Time:[0.038/0.016] Loss:[0.004/0.003] AdvLoss:[0.030/0.017] Acc:[1.000/1.000] AdvAcc:[0.984/0.994] +Epoch:[ 69][ 60|469] Time:[0.041/0.018] Loss:[0.031/0.005] AdvLoss:[0.071/0.019] Acc:[0.992/0.999] AdvAcc:[0.984/0.994] +Epoch:[ 69][ 70|469] Time:[0.044/0.019] Loss:[0.004/0.005] AdvLoss:[0.018/0.020] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 69][ 80|469] Time:[0.043/0.018] Loss:[0.002/0.007] AdvLoss:[0.014/0.020] Acc:[1.000/0.999] AdvAcc:[1.000/0.994] +Epoch:[ 69][ 90|469] Time:[0.042/0.018] Loss:[0.036/0.008] AdvLoss:[0.058/0.021] Acc:[0.992/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 69][100|469] Time:[0.039/0.015] Loss:[0.003/0.008] AdvLoss:[0.016/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 69][110|469] Time:[0.039/0.014] Loss:[0.002/0.007] AdvLoss:[0.015/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 69][120|469] Time:[0.041/0.017] Loss:[0.006/0.007] AdvLoss:[0.033/0.022] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 69][130|469] Time:[0.038/0.016] Loss:[0.002/0.007] AdvLoss:[0.015/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 69][140|469] Time:[0.043/0.018] Loss:[0.002/0.007] AdvLoss:[0.006/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 69][150|469] Time:[0.037/0.014] Loss:[0.028/0.007] AdvLoss:[0.087/0.023] Acc:[0.992/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 69][160|469] Time:[0.038/0.015] Loss:[0.003/0.007] AdvLoss:[0.019/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 69][170|469] Time:[0.039/0.016] Loss:[0.008/0.007] AdvLoss:[0.032/0.022] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 69][180|469] Time:[0.040/0.018] Loss:[0.006/0.007] AdvLoss:[0.041/0.022] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 69][190|469] Time:[0.042/0.018] Loss:[0.003/0.006] AdvLoss:[0.022/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 69][200|469] Time:[0.036/0.015] Loss:[0.004/0.006] AdvLoss:[0.031/0.021] Acc:[1.000/0.999] AdvAcc:[0.984/0.994] +Epoch:[ 69][210|469] Time:[0.045/0.019] Loss:[0.002/0.006] AdvLoss:[0.013/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 69][220|469] Time:[0.048/0.029] Loss:[0.001/0.006] AdvLoss:[0.004/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 69][230|469] Time:[0.049/0.021] Loss:[0.002/0.006] AdvLoss:[0.007/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 69][240|469] Time:[0.035/0.017] Loss:[0.001/0.006] AdvLoss:[0.012/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 69][250|469] Time:[0.038/0.015] Loss:[0.001/0.006] AdvLoss:[0.004/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 69][260|469] Time:[0.041/0.017] Loss:[0.005/0.006] AdvLoss:[0.028/0.021] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 69][270|469] Time:[0.041/0.016] Loss:[0.005/0.006] AdvLoss:[0.054/0.022] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 69][280|469] Time:[0.041/0.018] Loss:[0.003/0.006] AdvLoss:[0.019/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 69][290|469] Time:[0.041/0.016] Loss:[0.004/0.006] AdvLoss:[0.014/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 69][300|469] Time:[0.039/0.018] Loss:[0.004/0.007] AdvLoss:[0.028/0.022] Acc:[1.000/0.998] AdvAcc:[0.977/0.993] +Epoch:[ 69][310|469] Time:[0.038/0.016] Loss:[0.036/0.007] AdvLoss:[0.074/0.022] Acc:[0.992/0.998] AdvAcc:[0.992/0.993] +Epoch:[ 69][320|469] Time:[0.041/0.018] Loss:[0.003/0.007] AdvLoss:[0.011/0.022] Acc:[1.000/0.998] AdvAcc:[1.000/0.993] +Epoch:[ 69][330|469] Time:[0.040/0.018] Loss:[0.003/0.007] AdvLoss:[0.013/0.022] Acc:[1.000/0.998] AdvAcc:[1.000/0.993] +Epoch:[ 69][340|469] Time:[0.040/0.016] Loss:[0.002/0.007] AdvLoss:[0.011/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 69][350|469] Time:[0.038/0.015] Loss:[0.001/0.007] AdvLoss:[0.007/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 69][360|469] Time:[0.043/0.018] Loss:[0.002/0.006] AdvLoss:[0.010/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 69][370|469] Time:[0.040/0.016] Loss:[0.014/0.007] AdvLoss:[0.051/0.022] Acc:[0.992/0.998] AdvAcc:[0.984/0.993] +Epoch:[ 69][380|469] Time:[0.043/0.018] Loss:[0.002/0.006] AdvLoss:[0.012/0.022] Acc:[1.000/0.998] AdvAcc:[1.000/0.993] +Epoch:[ 69][390|469] Time:[0.042/0.018] Loss:[0.002/0.006] AdvLoss:[0.012/0.023] Acc:[1.000/0.998] AdvAcc:[1.000/0.993] +Epoch:[ 69][400|469] Time:[0.042/0.019] Loss:[0.016/0.007] AdvLoss:[0.061/0.023] Acc:[0.992/0.998] AdvAcc:[0.984/0.993] +Epoch:[ 69][410|469] Time:[0.044/0.018] Loss:[0.006/0.006] AdvLoss:[0.020/0.023] Acc:[1.000/0.998] AdvAcc:[0.992/0.993] +Epoch:[ 69][420|469] Time:[0.041/0.019] Loss:[0.016/0.007] AdvLoss:[0.046/0.023] Acc:[0.992/0.998] AdvAcc:[0.992/0.993] +Epoch:[ 69][430|469] Time:[0.041/0.018] Loss:[0.005/0.006] AdvLoss:[0.019/0.023] Acc:[1.000/0.998] AdvAcc:[1.000/0.993] +Epoch:[ 69][440|469] Time:[0.040/0.018] Loss:[0.001/0.006] AdvLoss:[0.005/0.023] Acc:[1.000/0.998] AdvAcc:[1.000/0.993] +Epoch:[ 69][450|469] Time:[0.041/0.018] Loss:[0.004/0.006] AdvLoss:[0.023/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 69][460|469] Time:[0.038/0.016] Loss:[0.006/0.006] AdvLoss:[0.035/0.023] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +epoch 69 evaluated +natural accuracy: 0.9915 +adversarial accuracy: 0.9821 +Epoch:[ 70][ 10|469] Time:[0.040/0.015] Loss:[0.006/0.005] AdvLoss:[0.024/0.034] Acc:[1.000/1.000] AdvAcc:[0.992/0.988] +Epoch:[ 70][ 20|469] Time:[0.036/0.015] Loss:[0.007/0.005] AdvLoss:[0.018/0.028] Acc:[1.000/1.000] AdvAcc:[1.000/0.991] +Epoch:[ 70][ 30|469] Time:[0.039/0.018] Loss:[0.002/0.004] AdvLoss:[0.011/0.025] Acc:[1.000/1.000] AdvAcc:[1.000/0.992] +Epoch:[ 70][ 40|469] Time:[0.040/0.016] Loss:[0.001/0.003] AdvLoss:[0.003/0.023] Acc:[1.000/1.000] AdvAcc:[1.000/0.992] +Epoch:[ 70][ 50|469] Time:[0.043/0.018] Loss:[0.001/0.003] AdvLoss:[0.003/0.022] Acc:[1.000/1.000] AdvAcc:[1.000/0.992] +Epoch:[ 70][ 60|469] Time:[0.038/0.016] Loss:[0.003/0.003] AdvLoss:[0.012/0.021] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 70][ 70|469] Time:[0.041/0.019] Loss:[0.001/0.003] AdvLoss:[0.014/0.022] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 70][ 80|469] Time:[0.044/0.018] Loss:[0.004/0.003] AdvLoss:[0.017/0.023] Acc:[1.000/1.000] AdvAcc:[1.000/0.992] +Epoch:[ 70][ 90|469] Time:[0.042/0.018] Loss:[0.015/0.004] AdvLoss:[0.036/0.024] Acc:[0.992/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 70][100|469] Time:[0.041/0.016] Loss:[0.002/0.004] AdvLoss:[0.012/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 70][110|469] Time:[0.042/0.018] Loss:[0.001/0.004] AdvLoss:[0.004/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.991] +Epoch:[ 70][120|469] Time:[0.042/0.019] Loss:[0.063/0.006] AdvLoss:[0.098/0.025] Acc:[0.992/0.999] AdvAcc:[0.977/0.991] +Epoch:[ 70][130|469] Time:[0.043/0.019] Loss:[0.003/0.006] AdvLoss:[0.015/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 70][140|469] Time:[0.039/0.016] Loss:[0.002/0.006] AdvLoss:[0.014/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 70][150|469] Time:[0.043/0.018] Loss:[0.002/0.005] AdvLoss:[0.028/0.024] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 70][160|469] Time:[0.040/0.017] Loss:[0.002/0.005] AdvLoss:[0.015/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 70][170|469] Time:[0.040/0.016] Loss:[0.002/0.005] AdvLoss:[0.011/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 70][180|469] Time:[0.042/0.017] Loss:[0.002/0.005] AdvLoss:[0.016/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 70][190|469] Time:[0.043/0.018] Loss:[0.002/0.005] AdvLoss:[0.028/0.023] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 70][200|469] Time:[0.041/0.018] Loss:[0.009/0.005] AdvLoss:[0.055/0.023] Acc:[1.000/0.999] AdvAcc:[0.977/0.992] +Epoch:[ 70][210|469] Time:[0.038/0.015] Loss:[0.002/0.005] AdvLoss:[0.009/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 70][220|469] Time:[0.037/0.018] Loss:[0.002/0.005] AdvLoss:[0.014/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 70][230|469] Time:[0.038/0.015] Loss:[0.006/0.005] AdvLoss:[0.032/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 70][240|469] Time:[0.041/0.019] Loss:[0.002/0.005] AdvLoss:[0.022/0.023] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 70][250|469] Time:[0.043/0.018] Loss:[0.005/0.005] AdvLoss:[0.034/0.023] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 70][260|469] Time:[0.037/0.015] Loss:[0.005/0.005] AdvLoss:[0.016/0.023] Acc:[1.000/1.000] AdvAcc:[1.000/0.992] +Epoch:[ 70][270|469] Time:[0.039/0.015] Loss:[0.003/0.004] AdvLoss:[0.015/0.023] Acc:[1.000/1.000] AdvAcc:[1.000/0.992] +Epoch:[ 70][280|469] Time:[0.039/0.014] Loss:[0.020/0.005] AdvLoss:[0.072/0.023] Acc:[0.992/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 70][290|469] Time:[0.042/0.018] Loss:[0.003/0.005] AdvLoss:[0.026/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 70][300|469] Time:[0.041/0.019] Loss:[0.008/0.005] AdvLoss:[0.061/0.023] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 70][310|469] Time:[0.043/0.018] Loss:[0.010/0.005] AdvLoss:[0.036/0.023] Acc:[0.992/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 70][320|469] Time:[0.042/0.019] Loss:[0.003/0.005] AdvLoss:[0.030/0.024] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 70][330|469] Time:[0.044/0.019] Loss:[0.001/0.005] AdvLoss:[0.007/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 70][340|469] Time:[0.038/0.015] Loss:[0.002/0.005] AdvLoss:[0.011/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 70][350|469] Time:[0.043/0.019] Loss:[0.009/0.005] AdvLoss:[0.042/0.024] Acc:[0.992/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 70][360|469] Time:[0.042/0.019] Loss:[0.015/0.005] AdvLoss:[0.073/0.024] Acc:[1.000/0.999] AdvAcc:[0.977/0.992] +Epoch:[ 70][370|469] Time:[0.041/0.015] Loss:[0.001/0.005] AdvLoss:[0.009/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 70][380|469] Time:[0.044/0.017] Loss:[0.001/0.005] AdvLoss:[0.004/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 70][390|469] Time:[0.041/0.019] Loss:[0.003/0.005] AdvLoss:[0.016/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 70][400|469] Time:[0.042/0.020] Loss:[0.024/0.005] AdvLoss:[0.060/0.024] Acc:[0.992/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 70][410|469] Time:[0.041/0.026] Loss:[0.020/0.005] AdvLoss:[0.068/0.024] Acc:[0.992/0.999] AdvAcc:[0.977/0.992] +Epoch:[ 70][420|469] Time:[0.040/0.017] Loss:[0.002/0.005] AdvLoss:[0.009/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 70][430|469] Time:[0.039/0.017] Loss:[0.006/0.005] AdvLoss:[0.030/0.024] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 70][440|469] Time:[0.042/0.016] Loss:[0.003/0.005] AdvLoss:[0.033/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 70][450|469] Time:[0.042/0.021] Loss:[0.001/0.005] AdvLoss:[0.004/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 70][460|469] Time:[0.049/0.022] Loss:[0.022/0.005] AdvLoss:[0.056/0.024] Acc:[0.992/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 71][ 10|469] Time:[0.038/0.015] Loss:[0.003/0.002] AdvLoss:[0.018/0.017] Acc:[1.000/1.000] AdvAcc:[0.992/0.995] +Epoch:[ 71][ 20|469] Time:[0.042/0.018] Loss:[0.001/0.001] AdvLoss:[0.007/0.018] Acc:[1.000/1.000] AdvAcc:[1.000/0.996] +Epoch:[ 71][ 30|469] Time:[0.042/0.019] Loss:[0.000/0.001] AdvLoss:[0.003/0.016] Acc:[1.000/1.000] AdvAcc:[1.000/0.996] +Epoch:[ 71][ 40|469] Time:[0.042/0.020] Loss:[0.004/0.002] AdvLoss:[0.024/0.015] Acc:[1.000/1.000] AdvAcc:[0.992/0.995] +Epoch:[ 71][ 50|469] Time:[0.041/0.018] Loss:[0.006/0.002] AdvLoss:[0.035/0.017] Acc:[1.000/1.000] AdvAcc:[0.992/0.995] +Epoch:[ 71][ 60|469] Time:[0.042/0.018] Loss:[0.002/0.002] AdvLoss:[0.012/0.017] Acc:[1.000/1.000] AdvAcc:[1.000/0.995] +Epoch:[ 71][ 70|469] Time:[0.043/0.018] Loss:[0.002/0.002] AdvLoss:[0.019/0.017] Acc:[1.000/1.000] AdvAcc:[0.992/0.995] +Epoch:[ 71][ 80|469] Time:[0.041/0.018] Loss:[0.001/0.002] AdvLoss:[0.003/0.018] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 71][ 90|469] Time:[0.043/0.018] Loss:[0.051/0.005] AdvLoss:[0.084/0.018] Acc:[0.992/1.000] AdvAcc:[0.992/0.994] +Epoch:[ 71][100|469] Time:[0.039/0.018] Loss:[0.001/0.005] AdvLoss:[0.005/0.018] Acc:[1.000/1.000] AdvAcc:[1.000/0.995] +Epoch:[ 71][110|469] Time:[0.041/0.019] Loss:[0.004/0.005] AdvLoss:[0.023/0.018] Acc:[1.000/1.000] AdvAcc:[0.992/0.995] +Epoch:[ 71][120|469] Time:[0.042/0.018] Loss:[0.004/0.004] AdvLoss:[0.045/0.019] Acc:[1.000/1.000] AdvAcc:[0.969/0.994] +Epoch:[ 71][130|469] Time:[0.042/0.019] Loss:[0.001/0.005] AdvLoss:[0.007/0.019] Acc:[1.000/0.999] AdvAcc:[1.000/0.995] +Epoch:[ 71][140|469] Time:[0.039/0.014] Loss:[0.001/0.005] AdvLoss:[0.006/0.018] Acc:[1.000/0.999] AdvAcc:[1.000/0.995] +Epoch:[ 71][150|469] Time:[0.041/0.018] Loss:[0.026/0.005] AdvLoss:[0.068/0.019] Acc:[0.984/0.999] AdvAcc:[0.984/0.994] +Epoch:[ 71][160|469] Time:[0.042/0.018] Loss:[0.005/0.005] AdvLoss:[0.032/0.018] Acc:[1.000/0.999] AdvAcc:[0.984/0.995] +Epoch:[ 71][170|469] Time:[0.043/0.018] Loss:[0.002/0.005] AdvLoss:[0.020/0.019] Acc:[1.000/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 71][180|469] Time:[0.039/0.029] Loss:[0.004/0.005] AdvLoss:[0.023/0.020] Acc:[1.000/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 71][190|469] Time:[0.043/0.018] Loss:[0.002/0.005] AdvLoss:[0.015/0.020] Acc:[1.000/0.999] AdvAcc:[1.000/0.994] +Epoch:[ 71][200|469] Time:[0.041/0.015] Loss:[0.001/0.005] AdvLoss:[0.004/0.020] Acc:[1.000/0.999] AdvAcc:[1.000/0.994] +Epoch:[ 71][210|469] Time:[0.041/0.018] Loss:[0.004/0.005] AdvLoss:[0.023/0.020] Acc:[1.000/0.999] AdvAcc:[0.984/0.994] +Epoch:[ 71][220|469] Time:[0.041/0.019] Loss:[0.007/0.005] AdvLoss:[0.020/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 71][230|469] Time:[0.038/0.016] Loss:[0.024/0.005] AdvLoss:[0.059/0.022] Acc:[0.984/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 71][240|469] Time:[0.040/0.019] Loss:[0.003/0.005] AdvLoss:[0.020/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 71][250|469] Time:[0.041/0.016] Loss:[0.003/0.005] AdvLoss:[0.010/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 71][260|469] Time:[0.041/0.019] Loss:[0.005/0.005] AdvLoss:[0.033/0.022] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 71][270|469] Time:[0.043/0.018] Loss:[0.002/0.005] AdvLoss:[0.024/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 71][280|469] Time:[0.043/0.019] Loss:[0.002/0.005] AdvLoss:[0.021/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 71][290|469] Time:[0.040/0.015] Loss:[0.007/0.005] AdvLoss:[0.063/0.022] Acc:[1.000/0.999] AdvAcc:[0.977/0.993] +Epoch:[ 71][300|469] Time:[0.043/0.018] Loss:[0.001/0.005] AdvLoss:[0.009/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 71][310|469] Time:[0.042/0.019] Loss:[0.003/0.005] AdvLoss:[0.031/0.022] Acc:[1.000/0.999] AdvAcc:[0.977/0.993] +Epoch:[ 71][320|469] Time:[0.039/0.018] Loss:[0.003/0.005] AdvLoss:[0.017/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 71][330|469] Time:[0.041/0.019] Loss:[0.015/0.005] AdvLoss:[0.072/0.022] Acc:[0.992/0.999] AdvAcc:[0.961/0.993] +Epoch:[ 71][340|469] Time:[0.037/0.016] Loss:[0.002/0.005] AdvLoss:[0.007/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 71][350|469] Time:[0.042/0.017] Loss:[0.004/0.005] AdvLoss:[0.020/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 71][360|469] Time:[0.040/0.016] Loss:[0.002/0.005] AdvLoss:[0.018/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 71][370|469] Time:[0.041/0.018] Loss:[0.003/0.005] AdvLoss:[0.017/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 71][380|469] Time:[0.041/0.017] Loss:[0.003/0.005] AdvLoss:[0.015/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 71][390|469] Time:[0.039/0.018] Loss:[0.006/0.005] AdvLoss:[0.022/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 71][400|469] Time:[0.042/0.018] Loss:[0.001/0.005] AdvLoss:[0.005/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 71][410|469] Time:[0.043/0.018] Loss:[0.005/0.005] AdvLoss:[0.042/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 71][420|469] Time:[0.046/0.019] Loss:[0.007/0.005] AdvLoss:[0.024/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 71][430|469] Time:[0.042/0.019] Loss:[0.017/0.005] AdvLoss:[0.033/0.023] Acc:[0.992/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 71][440|469] Time:[0.038/0.015] Loss:[0.021/0.005] AdvLoss:[0.101/0.023] Acc:[0.992/0.999] AdvAcc:[0.969/0.993] +Epoch:[ 71][450|469] Time:[0.038/0.016] Loss:[0.012/0.005] AdvLoss:[0.052/0.023] Acc:[1.000/0.999] AdvAcc:[0.977/0.993] +Epoch:[ 71][460|469] Time:[0.039/0.016] Loss:[0.028/0.005] AdvLoss:[0.101/0.023] Acc:[0.984/0.999] AdvAcc:[0.969/0.993] +Epoch:[ 72][ 10|469] Time:[0.041/0.018] Loss:[0.001/0.001] AdvLoss:[0.003/0.022] Acc:[1.000/1.000] AdvAcc:[1.000/0.991] +Epoch:[ 72][ 20|469] Time:[0.037/0.018] Loss:[0.001/0.002] AdvLoss:[0.002/0.022] Acc:[1.000/1.000] AdvAcc:[1.000/0.992] +Epoch:[ 72][ 30|469] Time:[0.039/0.015] Loss:[0.001/0.003] AdvLoss:[0.009/0.022] Acc:[1.000/1.000] AdvAcc:[1.000/0.992] +Epoch:[ 72][ 40|469] Time:[0.043/0.018] Loss:[0.036/0.007] AdvLoss:[0.062/0.023] Acc:[0.992/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 72][ 50|469] Time:[0.039/0.016] Loss:[0.002/0.006] AdvLoss:[0.017/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 72][ 60|469] Time:[0.040/0.018] Loss:[0.003/0.006] AdvLoss:[0.014/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 72][ 70|469] Time:[0.043/0.017] Loss:[0.007/0.006] AdvLoss:[0.020/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 72][ 80|469] Time:[0.043/0.019] Loss:[0.003/0.005] AdvLoss:[0.013/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 72][ 90|469] Time:[0.040/0.015] Loss:[0.013/0.005] AdvLoss:[0.049/0.021] Acc:[0.992/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 72][100|469] Time:[0.043/0.017] Loss:[0.004/0.005] AdvLoss:[0.033/0.021] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 72][110|469] Time:[0.041/0.019] Loss:[0.001/0.005] AdvLoss:[0.009/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 72][120|469] Time:[0.042/0.018] Loss:[0.001/0.005] AdvLoss:[0.004/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 72][130|469] Time:[0.041/0.018] Loss:[0.001/0.004] AdvLoss:[0.005/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 72][140|469] Time:[0.041/0.017] Loss:[0.010/0.005] AdvLoss:[0.045/0.022] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 72][150|469] Time:[0.037/0.015] Loss:[0.001/0.004] AdvLoss:[0.003/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 72][160|469] Time:[0.044/0.018] Loss:[0.001/0.004] AdvLoss:[0.003/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 72][170|469] Time:[0.040/0.015] Loss:[0.001/0.004] AdvLoss:[0.006/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 72][180|469] Time:[0.040/0.015] Loss:[0.004/0.004] AdvLoss:[0.020/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 72][190|469] Time:[0.037/0.015] Loss:[0.007/0.004] AdvLoss:[0.019/0.021] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 72][200|469] Time:[0.041/0.018] Loss:[0.004/0.004] AdvLoss:[0.025/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 72][210|469] Time:[0.041/0.016] Loss:[0.005/0.004] AdvLoss:[0.042/0.022] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 72][220|469] Time:[0.042/0.017] Loss:[0.004/0.004] AdvLoss:[0.015/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 72][230|469] Time:[0.037/0.016] Loss:[0.002/0.004] AdvLoss:[0.007/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 72][240|469] Time:[0.041/0.019] Loss:[0.005/0.004] AdvLoss:[0.017/0.023] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 72][250|469] Time:[0.042/0.018] Loss:[0.005/0.004] AdvLoss:[0.024/0.023] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 72][260|469] Time:[0.043/0.017] Loss:[0.001/0.004] AdvLoss:[0.013/0.023] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 72][270|469] Time:[0.038/0.020] Loss:[0.003/0.004] AdvLoss:[0.018/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 72][280|469] Time:[0.040/0.021] Loss:[0.002/0.004] AdvLoss:[0.016/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 72][290|469] Time:[0.041/0.016] Loss:[0.025/0.004] AdvLoss:[0.091/0.024] Acc:[0.992/0.999] AdvAcc:[0.969/0.992] +Epoch:[ 72][300|469] Time:[0.041/0.018] Loss:[0.003/0.004] AdvLoss:[0.012/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 72][310|469] Time:[0.043/0.018] Loss:[0.004/0.005] AdvLoss:[0.018/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 72][320|469] Time:[0.040/0.014] Loss:[0.014/0.005] AdvLoss:[0.055/0.025] Acc:[0.992/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 72][330|469] Time:[0.040/0.017] Loss:[0.005/0.005] AdvLoss:[0.025/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 72][340|469] Time:[0.038/0.015] Loss:[0.002/0.005] AdvLoss:[0.017/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 72][350|469] Time:[0.042/0.018] Loss:[0.001/0.004] AdvLoss:[0.008/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 72][360|469] Time:[0.044/0.018] Loss:[0.001/0.004] AdvLoss:[0.007/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 72][370|469] Time:[0.043/0.018] Loss:[0.001/0.004] AdvLoss:[0.006/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 72][380|469] Time:[0.039/0.016] Loss:[0.003/0.004] AdvLoss:[0.026/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 72][390|469] Time:[0.044/0.018] Loss:[0.000/0.004] AdvLoss:[0.003/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 72][400|469] Time:[0.043/0.018] Loss:[0.005/0.004] AdvLoss:[0.052/0.024] Acc:[1.000/0.999] AdvAcc:[0.977/0.992] +Epoch:[ 72][410|469] Time:[0.041/0.018] Loss:[0.002/0.004] AdvLoss:[0.008/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 72][420|469] Time:[0.043/0.018] Loss:[0.022/0.004] AdvLoss:[0.049/0.024] Acc:[0.992/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 72][430|469] Time:[0.043/0.018] Loss:[0.004/0.004] AdvLoss:[0.033/0.024] Acc:[1.000/0.999] AdvAcc:[0.977/0.992] +Epoch:[ 72][440|469] Time:[0.041/0.019] Loss:[0.001/0.004] AdvLoss:[0.005/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 72][450|469] Time:[0.041/0.017] Loss:[0.005/0.004] AdvLoss:[0.028/0.024] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 72][460|469] Time:[0.042/0.017] Loss:[0.001/0.004] AdvLoss:[0.012/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 73][ 10|469] Time:[0.042/0.017] Loss:[0.001/0.004] AdvLoss:[0.004/0.013] Acc:[1.000/1.000] AdvAcc:[1.000/0.996] +Epoch:[ 73][ 20|469] Time:[0.038/0.015] Loss:[0.002/0.003] AdvLoss:[0.008/0.016] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 73][ 30|469] Time:[0.044/0.018] Loss:[0.003/0.003] AdvLoss:[0.033/0.016] Acc:[1.000/1.000] AdvAcc:[0.984/0.995] +Epoch:[ 73][ 40|469] Time:[0.041/0.017] Loss:[0.004/0.003] AdvLoss:[0.026/0.019] Acc:[1.000/1.000] AdvAcc:[0.992/0.994] +Epoch:[ 73][ 50|469] Time:[0.043/0.017] Loss:[0.001/0.006] AdvLoss:[0.011/0.019] Acc:[1.000/0.998] AdvAcc:[0.992/0.994] +Epoch:[ 73][ 60|469] Time:[0.040/0.017] Loss:[0.001/0.007] AdvLoss:[0.005/0.020] Acc:[1.000/0.998] AdvAcc:[1.000/0.994] +Epoch:[ 73][ 70|469] Time:[0.040/0.016] Loss:[0.006/0.007] AdvLoss:[0.040/0.020] Acc:[1.000/0.998] AdvAcc:[0.977/0.993] +Epoch:[ 73][ 80|469] Time:[0.042/0.019] Loss:[0.003/0.006] AdvLoss:[0.036/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 73][ 90|469] Time:[0.042/0.019] Loss:[0.007/0.006] AdvLoss:[0.048/0.023] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 73][100|469] Time:[0.041/0.018] Loss:[0.003/0.006] AdvLoss:[0.018/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 73][110|469] Time:[0.040/0.018] Loss:[0.001/0.005] AdvLoss:[0.005/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 73][120|469] Time:[0.040/0.018] Loss:[0.002/0.005] AdvLoss:[0.013/0.020] Acc:[1.000/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 73][130|469] Time:[0.042/0.018] Loss:[0.031/0.006] AdvLoss:[0.067/0.020] Acc:[0.992/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 73][140|469] Time:[0.040/0.018] Loss:[0.004/0.006] AdvLoss:[0.029/0.021] Acc:[1.000/0.999] AdvAcc:[0.984/0.994] +Epoch:[ 73][150|469] Time:[0.039/0.016] Loss:[0.003/0.006] AdvLoss:[0.027/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 73][160|469] Time:[0.042/0.019] Loss:[0.007/0.006] AdvLoss:[0.020/0.021] Acc:[0.992/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 73][170|469] Time:[0.044/0.018] Loss:[0.002/0.006] AdvLoss:[0.026/0.020] Acc:[1.000/0.998] AdvAcc:[0.984/0.994] +Epoch:[ 73][180|469] Time:[0.042/0.019] Loss:[0.001/0.006] AdvLoss:[0.021/0.020] Acc:[1.000/0.998] AdvAcc:[0.992/0.994] +Epoch:[ 73][190|469] Time:[0.040/0.018] Loss:[0.004/0.006] AdvLoss:[0.037/0.021] Acc:[1.000/0.999] AdvAcc:[0.977/0.993] +Epoch:[ 73][200|469] Time:[0.037/0.015] Loss:[0.005/0.006] AdvLoss:[0.031/0.020] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 73][210|469] Time:[0.041/0.018] Loss:[0.002/0.005] AdvLoss:[0.009/0.020] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 73][220|469] Time:[0.039/0.015] Loss:[0.002/0.005] AdvLoss:[0.016/0.020] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 73][230|469] Time:[0.039/0.017] Loss:[0.001/0.005] AdvLoss:[0.005/0.020] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 73][240|469] Time:[0.041/0.018] Loss:[0.002/0.005] AdvLoss:[0.016/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 73][250|469] Time:[0.042/0.019] Loss:[0.006/0.005] AdvLoss:[0.024/0.021] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 73][260|469] Time:[0.043/0.019] Loss:[0.003/0.005] AdvLoss:[0.017/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 73][270|469] Time:[0.039/0.016] Loss:[0.002/0.005] AdvLoss:[0.015/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 73][280|469] Time:[0.040/0.016] Loss:[0.001/0.005] AdvLoss:[0.003/0.020] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 73][290|469] Time:[0.043/0.018] Loss:[0.001/0.005] AdvLoss:[0.010/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 73][300|469] Time:[0.038/0.015] Loss:[0.001/0.005] AdvLoss:[0.007/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 73][310|469] Time:[0.042/0.021] Loss:[0.008/0.005] AdvLoss:[0.022/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 73][320|469] Time:[0.043/0.019] Loss:[0.007/0.005] AdvLoss:[0.033/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 73][330|469] Time:[0.037/0.016] Loss:[0.005/0.005] AdvLoss:[0.029/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 73][340|469] Time:[0.043/0.018] Loss:[0.002/0.005] AdvLoss:[0.011/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 73][350|469] Time:[0.042/0.018] Loss:[0.026/0.005] AdvLoss:[0.052/0.022] Acc:[0.992/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 73][360|469] Time:[0.042/0.019] Loss:[0.006/0.005] AdvLoss:[0.032/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 73][370|469] Time:[0.039/0.016] Loss:[0.014/0.005] AdvLoss:[0.042/0.022] Acc:[0.992/0.999] AdvAcc:[0.977/0.993] +Epoch:[ 73][380|469] Time:[0.044/0.019] Loss:[0.004/0.005] AdvLoss:[0.015/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 73][390|469] Time:[0.043/0.018] Loss:[0.008/0.005] AdvLoss:[0.026/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 73][400|469] Time:[0.040/0.015] Loss:[0.007/0.005] AdvLoss:[0.031/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 73][410|469] Time:[0.042/0.018] Loss:[0.002/0.005] AdvLoss:[0.012/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 73][420|469] Time:[0.039/0.016] Loss:[0.008/0.005] AdvLoss:[0.040/0.023] Acc:[0.992/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 73][430|469] Time:[0.044/0.019] Loss:[0.002/0.005] AdvLoss:[0.011/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 73][440|469] Time:[0.035/0.014] Loss:[0.002/0.005] AdvLoss:[0.033/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 73][450|469] Time:[0.041/0.027] Loss:[0.002/0.005] AdvLoss:[0.014/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 73][460|469] Time:[0.036/0.015] Loss:[0.002/0.005] AdvLoss:[0.015/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 74][ 10|469] Time:[0.042/0.019] Loss:[0.005/0.004] AdvLoss:[0.022/0.023] Acc:[1.000/1.000] AdvAcc:[0.992/0.995] +Epoch:[ 74][ 20|469] Time:[0.039/0.016] Loss:[0.003/0.003] AdvLoss:[0.019/0.020] Acc:[1.000/1.000] AdvAcc:[0.992/0.994] +Epoch:[ 74][ 30|469] Time:[0.040/0.017] Loss:[0.002/0.003] AdvLoss:[0.016/0.017] Acc:[1.000/1.000] AdvAcc:[0.992/0.995] +Epoch:[ 74][ 40|469] Time:[0.043/0.018] Loss:[0.003/0.003] AdvLoss:[0.028/0.018] Acc:[1.000/1.000] AdvAcc:[0.992/0.995] +Epoch:[ 74][ 50|469] Time:[0.043/0.018] Loss:[0.001/0.003] AdvLoss:[0.010/0.017] Acc:[1.000/1.000] AdvAcc:[0.992/0.995] +Epoch:[ 74][ 60|469] Time:[0.041/0.019] Loss:[0.002/0.003] AdvLoss:[0.007/0.018] Acc:[1.000/1.000] AdvAcc:[1.000/0.995] +Epoch:[ 74][ 70|469] Time:[0.038/0.016] Loss:[0.002/0.003] AdvLoss:[0.019/0.018] Acc:[1.000/1.000] AdvAcc:[0.992/0.995] +Epoch:[ 74][ 80|469] Time:[0.038/0.019] Loss:[0.004/0.003] AdvLoss:[0.012/0.019] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 74][ 90|469] Time:[0.033/0.015] Loss:[0.035/0.004] AdvLoss:[0.069/0.019] Acc:[0.992/1.000] AdvAcc:[0.992/0.994] +Epoch:[ 74][100|469] Time:[0.038/0.016] Loss:[0.005/0.005] AdvLoss:[0.032/0.020] Acc:[1.000/0.999] AdvAcc:[0.984/0.994] +Epoch:[ 74][110|469] Time:[0.038/0.015] Loss:[0.003/0.005] AdvLoss:[0.018/0.019] Acc:[1.000/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 74][120|469] Time:[0.042/0.019] Loss:[0.002/0.004] AdvLoss:[0.008/0.020] Acc:[1.000/0.999] AdvAcc:[1.000/0.994] +Epoch:[ 74][130|469] Time:[0.037/0.015] Loss:[0.001/0.004] AdvLoss:[0.007/0.020] Acc:[1.000/0.999] AdvAcc:[1.000/0.994] +Epoch:[ 74][140|469] Time:[0.042/0.017] Loss:[0.001/0.004] AdvLoss:[0.003/0.019] Acc:[1.000/0.999] AdvAcc:[1.000/0.994] +Epoch:[ 74][150|469] Time:[0.044/0.018] Loss:[0.002/0.004] AdvLoss:[0.018/0.019] Acc:[1.000/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 74][160|469] Time:[0.038/0.015] Loss:[0.005/0.004] AdvLoss:[0.033/0.020] Acc:[1.000/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 74][170|469] Time:[0.041/0.018] Loss:[0.005/0.004] AdvLoss:[0.031/0.020] Acc:[1.000/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 74][180|469] Time:[0.043/0.018] Loss:[0.002/0.004] AdvLoss:[0.009/0.020] Acc:[1.000/0.999] AdvAcc:[1.000/0.994] +Epoch:[ 74][190|469] Time:[0.037/0.014] Loss:[0.003/0.004] AdvLoss:[0.034/0.020] Acc:[1.000/0.999] AdvAcc:[0.977/0.994] +Epoch:[ 74][200|469] Time:[0.043/0.019] Loss:[0.004/0.004] AdvLoss:[0.035/0.021] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 74][210|469] Time:[0.040/0.015] Loss:[0.015/0.004] AdvLoss:[0.116/0.022] Acc:[0.992/0.999] AdvAcc:[0.969/0.993] +Epoch:[ 74][220|469] Time:[0.034/0.016] Loss:[0.008/0.004] AdvLoss:[0.039/0.022] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 74][230|469] Time:[0.041/0.018] Loss:[0.007/0.004] AdvLoss:[0.033/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 74][240|469] Time:[0.042/0.019] Loss:[0.007/0.004] AdvLoss:[0.021/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 74][250|469] Time:[0.041/0.018] Loss:[0.004/0.004] AdvLoss:[0.045/0.022] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 74][260|469] Time:[0.042/0.020] Loss:[0.001/0.004] AdvLoss:[0.007/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 74][270|469] Time:[0.041/0.018] Loss:[0.003/0.004] AdvLoss:[0.010/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 74][280|469] Time:[0.040/0.016] Loss:[0.010/0.004] AdvLoss:[0.042/0.022] Acc:[0.992/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 74][290|469] Time:[0.038/0.016] Loss:[0.004/0.004] AdvLoss:[0.030/0.022] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 74][300|469] Time:[0.038/0.015] Loss:[0.021/0.004] AdvLoss:[0.045/0.022] Acc:[0.992/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 74][310|469] Time:[0.038/0.016] Loss:[0.003/0.004] AdvLoss:[0.017/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 74][320|469] Time:[0.042/0.019] Loss:[0.006/0.004] AdvLoss:[0.029/0.022] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 74][330|469] Time:[0.041/0.017] Loss:[0.001/0.004] AdvLoss:[0.007/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 74][340|469] Time:[0.039/0.016] Loss:[0.007/0.004] AdvLoss:[0.027/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 74][350|469] Time:[0.040/0.015] Loss:[0.002/0.004] AdvLoss:[0.013/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 74][360|469] Time:[0.042/0.019] Loss:[0.022/0.005] AdvLoss:[0.065/0.022] Acc:[0.992/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 74][370|469] Time:[0.039/0.015] Loss:[0.004/0.005] AdvLoss:[0.039/0.022] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 74][380|469] Time:[0.040/0.018] Loss:[0.003/0.005] AdvLoss:[0.030/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 74][390|469] Time:[0.042/0.019] Loss:[0.004/0.004] AdvLoss:[0.013/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 74][400|469] Time:[0.038/0.015] Loss:[0.004/0.004] AdvLoss:[0.018/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 74][410|469] Time:[0.038/0.015] Loss:[0.003/0.004] AdvLoss:[0.010/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 74][420|469] Time:[0.039/0.016] Loss:[0.001/0.004] AdvLoss:[0.005/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 74][430|469] Time:[0.038/0.015] Loss:[0.002/0.004] AdvLoss:[0.007/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 74][440|469] Time:[0.038/0.017] Loss:[0.003/0.004] AdvLoss:[0.015/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 74][450|469] Time:[0.040/0.015] Loss:[0.002/0.004] AdvLoss:[0.013/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 74][460|469] Time:[0.042/0.020] Loss:[0.016/0.004] AdvLoss:[0.062/0.023] Acc:[0.992/0.999] AdvAcc:[0.984/0.993] +epoch 74 evaluated +natural accuracy: 0.9926 +adversarial accuracy: 0.9843 +Epoch:[ 75][ 10|469] Time:[0.040/0.018] Loss:[0.001/0.002] AdvLoss:[0.011/0.018] Acc:[1.000/1.000] AdvAcc:[1.000/0.997] +Epoch:[ 75][ 20|469] Time:[0.034/0.014] Loss:[0.006/0.003] AdvLoss:[0.023/0.016] Acc:[1.000/1.000] AdvAcc:[0.992/0.996] +Epoch:[ 75][ 30|469] Time:[0.040/0.015] Loss:[0.001/0.003] AdvLoss:[0.003/0.016] Acc:[1.000/1.000] AdvAcc:[1.000/0.995] +Epoch:[ 75][ 40|469] Time:[0.040/0.015] Loss:[0.001/0.002] AdvLoss:[0.008/0.016] Acc:[1.000/1.000] AdvAcc:[1.000/0.995] +Epoch:[ 75][ 50|469] Time:[0.043/0.018] Loss:[0.001/0.002] AdvLoss:[0.005/0.016] Acc:[1.000/1.000] AdvAcc:[1.000/0.995] +Epoch:[ 75][ 60|469] Time:[0.042/0.020] Loss:[0.001/0.003] AdvLoss:[0.015/0.020] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 75][ 70|469] Time:[0.041/0.016] Loss:[0.009/0.004] AdvLoss:[0.019/0.021] Acc:[0.992/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 75][ 80|469] Time:[0.040/0.015] Loss:[0.002/0.003] AdvLoss:[0.012/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 75][ 90|469] Time:[0.039/0.016] Loss:[0.002/0.003] AdvLoss:[0.008/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 75][100|469] Time:[0.042/0.019] Loss:[0.003/0.003] AdvLoss:[0.019/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 75][110|469] Time:[0.039/0.016] Loss:[0.034/0.005] AdvLoss:[0.064/0.022] Acc:[0.992/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 75][120|469] Time:[0.040/0.015] Loss:[0.002/0.004] AdvLoss:[0.007/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 75][130|469] Time:[0.040/0.015] Loss:[0.001/0.004] AdvLoss:[0.004/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 75][140|469] Time:[0.039/0.015] Loss:[0.004/0.004] AdvLoss:[0.031/0.021] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 75][150|469] Time:[0.044/0.019] Loss:[0.002/0.004] AdvLoss:[0.008/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 75][160|469] Time:[0.038/0.016] Loss:[0.002/0.004] AdvLoss:[0.019/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 75][170|469] Time:[0.038/0.015] Loss:[0.002/0.004] AdvLoss:[0.011/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 75][180|469] Time:[0.041/0.018] Loss:[0.002/0.004] AdvLoss:[0.005/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 75][190|469] Time:[0.041/0.018] Loss:[0.004/0.004] AdvLoss:[0.017/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 75][200|469] Time:[0.041/0.019] Loss:[0.016/0.004] AdvLoss:[0.050/0.022] Acc:[0.992/0.999] AdvAcc:[0.977/0.992] +Epoch:[ 75][210|469] Time:[0.039/0.017] Loss:[0.004/0.004] AdvLoss:[0.024/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 75][220|469] Time:[0.043/0.018] Loss:[0.009/0.004] AdvLoss:[0.043/0.023] Acc:[1.000/0.999] AdvAcc:[0.977/0.992] +Epoch:[ 75][230|469] Time:[0.043/0.018] Loss:[0.014/0.005] AdvLoss:[0.050/0.024] Acc:[0.992/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 75][240|469] Time:[0.042/0.018] Loss:[0.003/0.005] AdvLoss:[0.027/0.024] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 75][250|469] Time:[0.039/0.016] Loss:[0.004/0.005] AdvLoss:[0.023/0.024] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 75][260|469] Time:[0.037/0.014] Loss:[0.007/0.005] AdvLoss:[0.030/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 75][270|469] Time:[0.044/0.022] Loss:[0.003/0.005] AdvLoss:[0.013/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 75][280|469] Time:[0.042/0.019] Loss:[0.001/0.005] AdvLoss:[0.007/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 75][290|469] Time:[0.038/0.016] Loss:[0.005/0.005] AdvLoss:[0.036/0.024] Acc:[1.000/0.999] AdvAcc:[0.977/0.992] +Epoch:[ 75][300|469] Time:[0.035/0.018] Loss:[0.001/0.005] AdvLoss:[0.006/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 75][310|469] Time:[0.040/0.021] Loss:[0.002/0.005] AdvLoss:[0.028/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 75][320|469] Time:[0.033/0.014] Loss:[0.005/0.005] AdvLoss:[0.038/0.025] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 75][330|469] Time:[0.043/0.018] Loss:[0.008/0.005] AdvLoss:[0.029/0.025] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 75][340|469] Time:[0.043/0.017] Loss:[0.003/0.005] AdvLoss:[0.015/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 75][350|469] Time:[0.039/0.014] Loss:[0.005/0.005] AdvLoss:[0.037/0.025] Acc:[1.000/0.999] AdvAcc:[0.984/0.991] +Epoch:[ 75][360|469] Time:[0.041/0.018] Loss:[0.002/0.005] AdvLoss:[0.017/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 75][370|469] Time:[0.040/0.018] Loss:[0.001/0.005] AdvLoss:[0.005/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 75][380|469] Time:[0.042/0.018] Loss:[0.003/0.005] AdvLoss:[0.020/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 75][390|469] Time:[0.042/0.019] Loss:[0.003/0.005] AdvLoss:[0.018/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 75][400|469] Time:[0.039/0.015] Loss:[0.004/0.005] AdvLoss:[0.018/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 75][410|469] Time:[0.039/0.015] Loss:[0.004/0.005] AdvLoss:[0.020/0.025] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 75][420|469] Time:[0.042/0.018] Loss:[0.012/0.005] AdvLoss:[0.038/0.025] Acc:[0.992/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 75][430|469] Time:[0.041/0.018] Loss:[0.001/0.005] AdvLoss:[0.003/0.025] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 75][440|469] Time:[0.041/0.018] Loss:[0.011/0.005] AdvLoss:[0.048/0.025] Acc:[0.992/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 75][450|469] Time:[0.041/0.018] Loss:[0.004/0.005] AdvLoss:[0.023/0.026] Acc:[1.000/0.999] AdvAcc:[0.992/0.991] +Epoch:[ 75][460|469] Time:[0.038/0.015] Loss:[0.003/0.005] AdvLoss:[0.018/0.026] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 76][ 10|469] Time:[0.040/0.018] Loss:[0.001/0.002] AdvLoss:[0.018/0.015] Acc:[1.000/1.000] AdvAcc:[0.992/0.994] +Epoch:[ 76][ 20|469] Time:[0.042/0.018] Loss:[0.005/0.002] AdvLoss:[0.045/0.017] Acc:[1.000/1.000] AdvAcc:[0.984/0.994] +Epoch:[ 76][ 30|469] Time:[0.040/0.018] Loss:[0.002/0.002] AdvLoss:[0.031/0.018] Acc:[1.000/1.000] AdvAcc:[0.984/0.993] +Epoch:[ 76][ 40|469] Time:[0.038/0.016] Loss:[0.001/0.002] AdvLoss:[0.006/0.019] Acc:[1.000/1.000] AdvAcc:[1.000/0.992] +Epoch:[ 76][ 50|469] Time:[0.042/0.018] Loss:[0.004/0.002] AdvLoss:[0.023/0.019] Acc:[1.000/1.000] AdvAcc:[0.984/0.992] +Epoch:[ 76][ 60|469] Time:[0.043/0.019] Loss:[0.000/0.002] AdvLoss:[0.003/0.018] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 76][ 70|469] Time:[0.040/0.017] Loss:[0.002/0.002] AdvLoss:[0.020/0.017] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 76][ 80|469] Time:[0.041/0.018] Loss:[0.001/0.003] AdvLoss:[0.009/0.018] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 76][ 90|469] Time:[0.043/0.018] Loss:[0.002/0.003] AdvLoss:[0.008/0.019] Acc:[1.000/1.000] AdvAcc:[1.000/0.993] +Epoch:[ 76][100|469] Time:[0.041/0.019] Loss:[0.004/0.003] AdvLoss:[0.030/0.020] Acc:[1.000/1.000] AdvAcc:[0.984/0.993] +Epoch:[ 76][110|469] Time:[0.040/0.014] Loss:[0.004/0.003] AdvLoss:[0.025/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 76][120|469] Time:[0.040/0.018] Loss:[0.005/0.003] AdvLoss:[0.025/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 76][130|469] Time:[0.043/0.018] Loss:[0.002/0.003] AdvLoss:[0.026/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 76][140|469] Time:[0.040/0.018] Loss:[0.002/0.003] AdvLoss:[0.010/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 76][150|469] Time:[0.043/0.018] Loss:[0.001/0.003] AdvLoss:[0.006/0.021] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 76][160|469] Time:[0.039/0.015] Loss:[0.001/0.003] AdvLoss:[0.012/0.021] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 76][170|469] Time:[0.042/0.019] Loss:[0.002/0.003] AdvLoss:[0.020/0.021] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 76][180|469] Time:[0.043/0.018] Loss:[0.003/0.003] AdvLoss:[0.032/0.021] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 76][190|469] Time:[0.039/0.018] Loss:[0.004/0.003] AdvLoss:[0.034/0.022] Acc:[1.000/1.000] AdvAcc:[0.984/0.992] +Epoch:[ 76][200|469] Time:[0.038/0.016] Loss:[0.005/0.003] AdvLoss:[0.026/0.022] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 76][210|469] Time:[0.038/0.016] Loss:[0.002/0.003] AdvLoss:[0.010/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 76][220|469] Time:[0.038/0.016] Loss:[0.003/0.003] AdvLoss:[0.013/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 76][230|469] Time:[0.039/0.018] Loss:[0.005/0.003] AdvLoss:[0.014/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 76][240|469] Time:[0.042/0.019] Loss:[0.006/0.003] AdvLoss:[0.037/0.023] Acc:[1.000/1.000] AdvAcc:[0.984/0.992] +Epoch:[ 76][250|469] Time:[0.037/0.015] Loss:[0.002/0.003] AdvLoss:[0.017/0.023] Acc:[1.000/1.000] AdvAcc:[0.992/0.992] +Epoch:[ 76][260|469] Time:[0.039/0.016] Loss:[0.004/0.003] AdvLoss:[0.039/0.023] Acc:[1.000/1.000] AdvAcc:[0.977/0.992] +Epoch:[ 76][270|469] Time:[0.040/0.018] Loss:[0.004/0.004] AdvLoss:[0.023/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 76][280|469] Time:[0.040/0.017] Loss:[0.009/0.004] AdvLoss:[0.045/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 76][290|469] Time:[0.033/0.014] Loss:[0.009/0.004] AdvLoss:[0.041/0.023] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 76][300|469] Time:[0.041/0.018] Loss:[0.004/0.004] AdvLoss:[0.016/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 76][310|469] Time:[0.041/0.018] Loss:[0.001/0.004] AdvLoss:[0.013/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 76][320|469] Time:[0.042/0.017] Loss:[0.003/0.004] AdvLoss:[0.015/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 76][330|469] Time:[0.042/0.018] Loss:[0.001/0.004] AdvLoss:[0.006/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 76][340|469] Time:[0.040/0.017] Loss:[0.008/0.004] AdvLoss:[0.033/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 76][350|469] Time:[0.040/0.018] Loss:[0.003/0.004] AdvLoss:[0.030/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 76][360|469] Time:[0.043/0.020] Loss:[0.002/0.004] AdvLoss:[0.025/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 76][370|469] Time:[0.042/0.019] Loss:[0.005/0.004] AdvLoss:[0.031/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 76][380|469] Time:[0.038/0.017] Loss:[0.001/0.004] AdvLoss:[0.011/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 76][390|469] Time:[0.044/0.019] Loss:[0.006/0.004] AdvLoss:[0.021/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 76][400|469] Time:[0.041/0.018] Loss:[0.004/0.004] AdvLoss:[0.031/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 76][410|469] Time:[0.040/0.018] Loss:[0.002/0.004] AdvLoss:[0.011/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 76][420|469] Time:[0.042/0.018] Loss:[0.003/0.004] AdvLoss:[0.014/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 76][430|469] Time:[0.041/0.019] Loss:[0.001/0.004] AdvLoss:[0.003/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 76][440|469] Time:[0.042/0.018] Loss:[0.033/0.004] AdvLoss:[0.091/0.023] Acc:[0.992/0.999] AdvAcc:[0.961/0.992] +Epoch:[ 76][450|469] Time:[0.040/0.018] Loss:[0.010/0.004] AdvLoss:[0.026/0.023] Acc:[0.992/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 76][460|469] Time:[0.041/0.017] Loss:[0.005/0.004] AdvLoss:[0.027/0.023] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 77][ 10|469] Time:[0.037/0.015] Loss:[0.015/0.008] AdvLoss:[0.047/0.027] Acc:[0.992/0.996] AdvAcc:[0.984/0.990] +Epoch:[ 77][ 20|469] Time:[0.041/0.018] Loss:[0.001/0.005] AdvLoss:[0.006/0.021] Acc:[1.000/0.998] AdvAcc:[1.000/0.993] +Epoch:[ 77][ 30|469] Time:[0.041/0.018] Loss:[0.003/0.004] AdvLoss:[0.008/0.019] Acc:[1.000/0.999] AdvAcc:[1.000/0.994] +Epoch:[ 77][ 40|469] Time:[0.038/0.016] Loss:[0.000/0.003] AdvLoss:[0.006/0.017] Acc:[1.000/0.999] AdvAcc:[1.000/0.995] +Epoch:[ 77][ 50|469] Time:[0.039/0.017] Loss:[0.001/0.003] AdvLoss:[0.008/0.016] Acc:[1.000/0.999] AdvAcc:[1.000/0.995] +Epoch:[ 77][ 60|469] Time:[0.039/0.016] Loss:[0.001/0.003] AdvLoss:[0.007/0.017] Acc:[1.000/0.999] AdvAcc:[1.000/0.995] +Epoch:[ 77][ 70|469] Time:[0.041/0.019] Loss:[0.004/0.003] AdvLoss:[0.016/0.016] Acc:[1.000/0.999] AdvAcc:[1.000/0.996] +Epoch:[ 77][ 80|469] Time:[0.041/0.019] Loss:[0.001/0.003] AdvLoss:[0.023/0.017] Acc:[1.000/1.000] AdvAcc:[0.992/0.995] +Epoch:[ 77][ 90|469] Time:[0.040/0.015] Loss:[0.002/0.003] AdvLoss:[0.008/0.019] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 77][100|469] Time:[0.038/0.015] Loss:[0.002/0.003] AdvLoss:[0.014/0.018] Acc:[1.000/1.000] AdvAcc:[0.992/0.995] +Epoch:[ 77][110|469] Time:[0.042/0.017] Loss:[0.009/0.003] AdvLoss:[0.039/0.019] Acc:[0.992/0.999] AdvAcc:[0.992/0.995] +Epoch:[ 77][120|469] Time:[0.041/0.022] Loss:[0.001/0.003] AdvLoss:[0.005/0.019] Acc:[1.000/0.999] AdvAcc:[1.000/0.995] +Epoch:[ 77][130|469] Time:[0.041/0.021] Loss:[0.018/0.003] AdvLoss:[0.098/0.019] Acc:[0.992/0.999] AdvAcc:[0.977/0.995] +Epoch:[ 77][140|469] Time:[0.041/0.018] Loss:[0.005/0.003] AdvLoss:[0.035/0.019] Acc:[1.000/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 77][150|469] Time:[0.040/0.015] Loss:[0.004/0.003] AdvLoss:[0.016/0.020] Acc:[1.000/0.999] AdvAcc:[1.000/0.994] +Epoch:[ 77][160|469] Time:[0.043/0.018] Loss:[0.003/0.003] AdvLoss:[0.010/0.020] Acc:[1.000/0.999] AdvAcc:[1.000/0.994] +Epoch:[ 77][170|469] Time:[0.038/0.017] Loss:[0.003/0.003] AdvLoss:[0.019/0.020] Acc:[1.000/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 77][180|469] Time:[0.043/0.018] Loss:[0.009/0.003] AdvLoss:[0.038/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 77][190|469] Time:[0.051/0.025] Loss:[0.022/0.005] AdvLoss:[0.085/0.022] Acc:[0.992/0.999] AdvAcc:[0.961/0.993] +Epoch:[ 77][200|469] Time:[0.039/0.015] Loss:[0.001/0.005] AdvLoss:[0.006/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 77][210|469] Time:[0.042/0.019] Loss:[0.005/0.005] AdvLoss:[0.041/0.023] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 77][220|469] Time:[0.041/0.019] Loss:[0.019/0.005] AdvLoss:[0.058/0.023] Acc:[0.992/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 77][230|469] Time:[0.043/0.018] Loss:[0.010/0.005] AdvLoss:[0.064/0.023] Acc:[1.000/0.999] AdvAcc:[0.977/0.993] +Epoch:[ 77][240|469] Time:[0.044/0.019] Loss:[0.002/0.005] AdvLoss:[0.024/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 77][250|469] Time:[0.042/0.019] Loss:[0.002/0.005] AdvLoss:[0.010/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 77][260|469] Time:[0.042/0.019] Loss:[0.007/0.005] AdvLoss:[0.040/0.022] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 77][270|469] Time:[0.039/0.016] Loss:[0.003/0.005] AdvLoss:[0.011/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 77][280|469] Time:[0.041/0.018] Loss:[0.004/0.005] AdvLoss:[0.030/0.022] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 77][290|469] Time:[0.043/0.018] Loss:[0.003/0.006] AdvLoss:[0.013/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 77][300|469] Time:[0.039/0.016] Loss:[0.004/0.006] AdvLoss:[0.041/0.022] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 77][310|469] Time:[0.041/0.019] Loss:[0.005/0.006] AdvLoss:[0.021/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 77][320|469] Time:[0.042/0.018] Loss:[0.002/0.006] AdvLoss:[0.009/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 77][330|469] Time:[0.038/0.016] Loss:[0.015/0.006] AdvLoss:[0.042/0.022] Acc:[0.992/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 77][340|469] Time:[0.038/0.015] Loss:[0.009/0.006] AdvLoss:[0.043/0.022] Acc:[0.992/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 77][350|469] Time:[0.040/0.016] Loss:[0.025/0.006] AdvLoss:[0.058/0.023] Acc:[0.992/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 77][360|469] Time:[0.040/0.019] Loss:[0.004/0.007] AdvLoss:[0.021/0.023] Acc:[1.000/0.998] AdvAcc:[0.992/0.993] +Epoch:[ 77][370|469] Time:[0.040/0.016] Loss:[0.004/0.007] AdvLoss:[0.021/0.023] Acc:[1.000/0.998] AdvAcc:[0.992/0.993] +Epoch:[ 77][380|469] Time:[0.044/0.019] Loss:[0.002/0.007] AdvLoss:[0.008/0.023] Acc:[1.000/0.998] AdvAcc:[1.000/0.993] +Epoch:[ 77][390|469] Time:[0.039/0.014] Loss:[0.001/0.006] AdvLoss:[0.003/0.023] Acc:[1.000/0.998] AdvAcc:[1.000/0.993] +Epoch:[ 77][400|469] Time:[0.044/0.020] Loss:[0.011/0.006] AdvLoss:[0.035/0.023] Acc:[0.992/0.998] AdvAcc:[0.992/0.993] +Epoch:[ 77][410|469] Time:[0.039/0.015] Loss:[0.002/0.006] AdvLoss:[0.019/0.023] Acc:[1.000/0.998] AdvAcc:[0.992/0.993] +Epoch:[ 77][420|469] Time:[0.043/0.019] Loss:[0.004/0.006] AdvLoss:[0.028/0.023] Acc:[1.000/0.998] AdvAcc:[0.992/0.993] +Epoch:[ 77][430|469] Time:[0.043/0.018] Loss:[0.003/0.006] AdvLoss:[0.016/0.023] Acc:[1.000/0.998] AdvAcc:[0.992/0.993] +Epoch:[ 77][440|469] Time:[0.043/0.018] Loss:[0.009/0.006] AdvLoss:[0.040/0.023] Acc:[1.000/0.998] AdvAcc:[0.977/0.993] +Epoch:[ 77][450|469] Time:[0.039/0.015] Loss:[0.004/0.006] AdvLoss:[0.031/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 77][460|469] Time:[0.042/0.018] Loss:[0.040/0.006] AdvLoss:[0.084/0.024] Acc:[0.984/0.998] AdvAcc:[0.984/0.993] +Epoch:[ 78][ 10|469] Time:[0.038/0.016] Loss:[0.003/0.003] AdvLoss:[0.009/0.010] Acc:[1.000/1.000] AdvAcc:[1.000/0.998] +Epoch:[ 78][ 20|469] Time:[0.044/0.018] Loss:[0.000/0.002] AdvLoss:[0.003/0.012] Acc:[1.000/1.000] AdvAcc:[1.000/0.997] +Epoch:[ 78][ 30|469] Time:[0.039/0.018] Loss:[0.001/0.002] AdvLoss:[0.011/0.012] Acc:[1.000/1.000] AdvAcc:[1.000/0.997] +Epoch:[ 78][ 40|469] Time:[0.043/0.018] Loss:[0.001/0.002] AdvLoss:[0.010/0.014] Acc:[1.000/1.000] AdvAcc:[1.000/0.996] +Epoch:[ 78][ 50|469] Time:[0.040/0.019] Loss:[0.009/0.003] AdvLoss:[0.031/0.016] Acc:[0.992/0.999] AdvAcc:[0.992/0.995] +Epoch:[ 78][ 60|469] Time:[0.042/0.015] Loss:[0.003/0.003] AdvLoss:[0.021/0.016] Acc:[1.000/0.999] AdvAcc:[0.984/0.995] +Epoch:[ 78][ 70|469] Time:[0.042/0.017] Loss:[0.005/0.003] AdvLoss:[0.047/0.016] Acc:[1.000/0.999] AdvAcc:[0.984/0.995] +Epoch:[ 78][ 80|469] Time:[0.040/0.015] Loss:[0.002/0.003] AdvLoss:[0.016/0.017] Acc:[1.000/1.000] AdvAcc:[1.000/0.995] +Epoch:[ 78][ 90|469] Time:[0.041/0.019] Loss:[0.001/0.003] AdvLoss:[0.003/0.019] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 78][100|469] Time:[0.042/0.018] Loss:[0.002/0.003] AdvLoss:[0.011/0.019] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 78][110|469] Time:[0.043/0.018] Loss:[0.003/0.003] AdvLoss:[0.018/0.020] Acc:[1.000/1.000] AdvAcc:[0.992/0.994] +Epoch:[ 78][120|469] Time:[0.040/0.015] Loss:[0.002/0.003] AdvLoss:[0.011/0.019] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 78][130|469] Time:[0.041/0.018] Loss:[0.002/0.003] AdvLoss:[0.011/0.020] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 78][140|469] Time:[0.040/0.019] Loss:[0.003/0.003] AdvLoss:[0.027/0.020] Acc:[1.000/1.000] AdvAcc:[0.992/0.994] +Epoch:[ 78][150|469] Time:[0.042/0.018] Loss:[0.003/0.003] AdvLoss:[0.018/0.019] Acc:[1.000/1.000] AdvAcc:[0.992/0.994] +Epoch:[ 78][160|469] Time:[0.039/0.016] Loss:[0.002/0.003] AdvLoss:[0.014/0.020] Acc:[1.000/1.000] AdvAcc:[1.000/0.994] +Epoch:[ 78][170|469] Time:[0.039/0.014] Loss:[0.002/0.003] AdvLoss:[0.014/0.021] Acc:[1.000/1.000] AdvAcc:[0.992/0.994] +Epoch:[ 78][180|469] Time:[0.041/0.018] Loss:[0.001/0.003] AdvLoss:[0.004/0.020] Acc:[1.000/0.999] AdvAcc:[1.000/0.994] +Epoch:[ 78][190|469] Time:[0.044/0.018] Loss:[0.001/0.003] AdvLoss:[0.004/0.020] Acc:[1.000/0.999] AdvAcc:[1.000/0.994] +Epoch:[ 78][200|469] Time:[0.045/0.018] Loss:[0.001/0.003] AdvLoss:[0.006/0.020] Acc:[1.000/0.999] AdvAcc:[1.000/0.994] +Epoch:[ 78][210|469] Time:[0.037/0.015] Loss:[0.004/0.003] AdvLoss:[0.033/0.020] Acc:[1.000/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 78][220|469] Time:[0.041/0.017] Loss:[0.009/0.003] AdvLoss:[0.060/0.020] Acc:[1.000/0.999] AdvAcc:[0.977/0.994] +Epoch:[ 78][230|469] Time:[0.040/0.017] Loss:[0.001/0.003] AdvLoss:[0.003/0.020] Acc:[1.000/0.999] AdvAcc:[1.000/0.994] +Epoch:[ 78][240|469] Time:[0.041/0.018] Loss:[0.001/0.003] AdvLoss:[0.004/0.020] Acc:[1.000/0.999] AdvAcc:[1.000/0.994] +Epoch:[ 78][250|469] Time:[0.042/0.017] Loss:[0.005/0.003] AdvLoss:[0.031/0.020] Acc:[1.000/0.999] AdvAcc:[0.977/0.994] +Epoch:[ 78][260|469] Time:[0.039/0.015] Loss:[0.004/0.003] AdvLoss:[0.025/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 78][270|469] Time:[0.040/0.018] Loss:[0.003/0.003] AdvLoss:[0.019/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 78][280|469] Time:[0.043/0.018] Loss:[0.002/0.003] AdvLoss:[0.007/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 78][290|469] Time:[0.039/0.019] Loss:[0.001/0.003] AdvLoss:[0.006/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 78][300|469] Time:[0.038/0.016] Loss:[0.003/0.003] AdvLoss:[0.020/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 78][310|469] Time:[0.042/0.021] Loss:[0.008/0.003] AdvLoss:[0.050/0.022] Acc:[1.000/0.999] AdvAcc:[0.977/0.993] +Epoch:[ 78][320|469] Time:[0.045/0.019] Loss:[0.006/0.003] AdvLoss:[0.022/0.022] Acc:[1.000/1.000] AdvAcc:[0.992/0.993] +Epoch:[ 78][330|469] Time:[0.044/0.018] Loss:[0.004/0.003] AdvLoss:[0.025/0.022] Acc:[1.000/1.000] AdvAcc:[0.984/0.993] +Epoch:[ 78][340|469] Time:[0.043/0.018] Loss:[0.004/0.004] AdvLoss:[0.012/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 78][350|469] Time:[0.037/0.015] Loss:[0.005/0.004] AdvLoss:[0.041/0.023] Acc:[1.000/0.999] AdvAcc:[0.977/0.993] +Epoch:[ 78][360|469] Time:[0.040/0.015] Loss:[0.004/0.004] AdvLoss:[0.049/0.023] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 78][370|469] Time:[0.042/0.017] Loss:[0.013/0.004] AdvLoss:[0.049/0.023] Acc:[0.992/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 78][380|469] Time:[0.038/0.015] Loss:[0.004/0.004] AdvLoss:[0.024/0.023] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 78][390|469] Time:[0.041/0.018] Loss:[0.070/0.005] AdvLoss:[0.093/0.024] Acc:[0.992/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 78][400|469] Time:[0.039/0.015] Loss:[0.007/0.005] AdvLoss:[0.039/0.024] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 78][410|469] Time:[0.035/0.022] Loss:[0.001/0.005] AdvLoss:[0.004/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 78][420|469] Time:[0.040/0.020] Loss:[0.000/0.005] AdvLoss:[0.001/0.024] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 78][430|469] Time:[0.049/0.021] Loss:[0.001/0.005] AdvLoss:[0.010/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 78][440|469] Time:[0.042/0.018] Loss:[0.003/0.005] AdvLoss:[0.017/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 78][450|469] Time:[0.034/0.016] Loss:[0.001/0.005] AdvLoss:[0.020/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 78][460|469] Time:[0.042/0.018] Loss:[0.002/0.005] AdvLoss:[0.015/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.992] +Epoch:[ 79][ 10|469] Time:[0.041/0.018] Loss:[0.005/0.009] AdvLoss:[0.029/0.025] Acc:[1.000/0.996] AdvAcc:[0.992/0.995] +Epoch:[ 79][ 20|469] Time:[0.041/0.018] Loss:[0.019/0.010] AdvLoss:[0.061/0.026] Acc:[0.992/0.996] AdvAcc:[0.977/0.994] +Epoch:[ 79][ 30|469] Time:[0.040/0.014] Loss:[0.001/0.008] AdvLoss:[0.008/0.025] Acc:[1.000/0.997] AdvAcc:[1.000/0.993] +Epoch:[ 79][ 40|469] Time:[0.041/0.018] Loss:[0.001/0.006] AdvLoss:[0.013/0.023] Acc:[1.000/0.998] AdvAcc:[1.000/0.994] +Epoch:[ 79][ 50|469] Time:[0.041/0.018] Loss:[0.002/0.006] AdvLoss:[0.019/0.021] Acc:[1.000/0.998] AdvAcc:[0.984/0.994] +Epoch:[ 79][ 60|469] Time:[0.042/0.019] Loss:[0.000/0.005] AdvLoss:[0.004/0.020] Acc:[1.000/0.999] AdvAcc:[1.000/0.994] +Epoch:[ 79][ 70|469] Time:[0.041/0.018] Loss:[0.002/0.004] AdvLoss:[0.015/0.020] Acc:[1.000/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 79][ 80|469] Time:[0.042/0.018] Loss:[0.001/0.004] AdvLoss:[0.018/0.019] Acc:[1.000/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 79][ 90|469] Time:[0.039/0.018] Loss:[0.002/0.004] AdvLoss:[0.015/0.020] Acc:[1.000/0.999] AdvAcc:[0.984/0.994] +Epoch:[ 79][100|469] Time:[0.041/0.018] Loss:[0.002/0.004] AdvLoss:[0.014/0.020] Acc:[1.000/0.999] AdvAcc:[0.992/0.994] +Epoch:[ 79][110|469] Time:[0.043/0.018] Loss:[0.005/0.004] AdvLoss:[0.044/0.020] Acc:[1.000/0.999] AdvAcc:[0.977/0.993] +Epoch:[ 79][120|469] Time:[0.042/0.019] Loss:[0.006/0.004] AdvLoss:[0.051/0.020] Acc:[1.000/0.999] AdvAcc:[0.969/0.993] +Epoch:[ 79][130|469] Time:[0.040/0.019] Loss:[0.005/0.004] AdvLoss:[0.020/0.021] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 79][140|469] Time:[0.042/0.018] Loss:[0.002/0.004] AdvLoss:[0.025/0.021] Acc:[1.000/0.999] AdvAcc:[0.977/0.993] +Epoch:[ 79][150|469] Time:[0.041/0.019] Loss:[0.006/0.004] AdvLoss:[0.069/0.021] Acc:[1.000/0.999] AdvAcc:[0.977/0.993] +Epoch:[ 79][160|469] Time:[0.038/0.015] Loss:[0.015/0.004] AdvLoss:[0.061/0.022] Acc:[0.992/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 79][170|469] Time:[0.039/0.015] Loss:[0.004/0.004] AdvLoss:[0.017/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 79][180|469] Time:[0.042/0.017] Loss:[0.005/0.004] AdvLoss:[0.029/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.992] +Epoch:[ 79][190|469] Time:[0.042/0.019] Loss:[0.007/0.004] AdvLoss:[0.032/0.022] Acc:[1.000/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 79][200|469] Time:[0.042/0.017] Loss:[0.003/0.004] AdvLoss:[0.016/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 79][210|469] Time:[0.042/0.019] Loss:[0.011/0.005] AdvLoss:[0.044/0.022] Acc:[0.992/0.999] AdvAcc:[0.984/0.992] +Epoch:[ 79][220|469] Time:[0.035/0.019] Loss:[0.005/0.005] AdvLoss:[0.017/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 79][230|469] Time:[0.042/0.016] Loss:[0.001/0.004] AdvLoss:[0.005/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 79][240|469] Time:[0.041/0.018] Loss:[0.001/0.004] AdvLoss:[0.005/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 79][250|469] Time:[0.041/0.018] Loss:[0.006/0.004] AdvLoss:[0.017/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 79][260|469] Time:[0.038/0.015] Loss:[0.002/0.004] AdvLoss:[0.012/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 79][270|469] Time:[0.041/0.015] Loss:[0.002/0.004] AdvLoss:[0.028/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 79][280|469] Time:[0.043/0.018] Loss:[0.002/0.004] AdvLoss:[0.015/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 79][290|469] Time:[0.038/0.016] Loss:[0.008/0.004] AdvLoss:[0.042/0.022] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 79][300|469] Time:[0.042/0.019] Loss:[0.004/0.004] AdvLoss:[0.018/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 79][310|469] Time:[0.043/0.018] Loss:[0.002/0.004] AdvLoss:[0.020/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 79][320|469] Time:[0.041/0.017] Loss:[0.001/0.004] AdvLoss:[0.008/0.022] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 79][330|469] Time:[0.040/0.017] Loss:[0.001/0.004] AdvLoss:[0.019/0.022] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 79][340|469] Time:[0.040/0.019] Loss:[0.005/0.004] AdvLoss:[0.020/0.023] Acc:[1.000/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 79][350|469] Time:[0.039/0.017] Loss:[0.002/0.004] AdvLoss:[0.015/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 79][360|469] Time:[0.038/0.019] Loss:[0.002/0.004] AdvLoss:[0.013/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 79][370|469] Time:[0.043/0.018] Loss:[0.001/0.004] AdvLoss:[0.004/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 79][380|469] Time:[0.042/0.017] Loss:[0.004/0.004] AdvLoss:[0.014/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 79][390|469] Time:[0.041/0.018] Loss:[0.003/0.004] AdvLoss:[0.018/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 79][400|469] Time:[0.042/0.019] Loss:[0.002/0.004] AdvLoss:[0.008/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 79][410|469] Time:[0.041/0.017] Loss:[0.010/0.004] AdvLoss:[0.055/0.023] Acc:[0.992/0.999] AdvAcc:[0.984/0.993] +Epoch:[ 79][420|469] Time:[0.043/0.019] Loss:[0.001/0.004] AdvLoss:[0.005/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 79][430|469] Time:[0.040/0.015] Loss:[0.019/0.004] AdvLoss:[0.079/0.023] Acc:[0.992/0.999] AdvAcc:[0.969/0.993] +Epoch:[ 79][440|469] Time:[0.044/0.018] Loss:[0.001/0.004] AdvLoss:[0.008/0.023] Acc:[1.000/0.999] AdvAcc:[1.000/0.993] +Epoch:[ 79][450|469] Time:[0.042/0.018] Loss:[0.003/0.004] AdvLoss:[0.022/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +Epoch:[ 79][460|469] Time:[0.044/0.022] Loss:[0.003/0.004] AdvLoss:[0.015/0.023] Acc:[1.000/0.999] AdvAcc:[0.992/0.993] +epoch 79 evaluated +natural accuracy: 0.9931 +adversarial accuracy: 0.9847 +Epoch:[ 80][ 10|469] Time:[0.038/0.015] Loss:[0.005/0.005] AdvLoss:[0.017/0.018] Acc:[1.000/1.000] AdvAcc:[0.992/0.995] +Epoch:[ 80][ 20|469] Time:[0.037/0.015] Loss:[0.002/0.004] AdvLoss:[0.009/0.013] Acc:[1.000/1.000] AdvAcc:[1.000/0.997] +Epoch:[ 80][ 30|469] Time:[0.039/0.016] Loss:[0.000/0.005] AdvLoss:[0.001/0.011] Acc:[1.000/0.999] AdvAcc:[1.000/0.998] +Epoch:[ 80][ 40|469] Time:[0.041/0.019] Loss:[0.005/0.005] AdvLoss:[0.017/0.011] Acc:[1.000/0.999] AdvAcc:[0.984/0.997] +Epoch:[ 80][ 50|469] Time:[0.041/0.019] Loss:[0.004/0.008] AdvLoss:[0.011/0.012] Acc:[1.000/0.998] AdvAcc:[0.992/0.997] +Epoch:[ 80][ 60|469] Time:[0.043/0.021] Loss:[0.000/0.007] AdvLoss:[0.001/0.011] Acc:[1.000/0.999] AdvAcc:[1.000/0.997] +Epoch:[ 80][ 70|469] Time:[0.040/0.015] Loss:[0.004/0.006] AdvLoss:[0.014/0.011] Acc:[1.000/0.999] AdvAcc:[0.992/0.998] +Epoch:[ 80][ 80|469] Time:[0.040/0.016] Loss:[0.001/0.006] AdvLoss:[0.004/0.011] Acc:[1.000/0.999] AdvAcc:[1.000/0.997] +Epoch:[ 80][ 90|469] Time:[0.043/0.018] Loss:[0.002/0.005] AdvLoss:[0.007/0.010] Acc:[1.000/0.999] AdvAcc:[1.000/0.997] +Epoch:[ 80][100|469] Time:[0.041/0.018] Loss:[0.001/0.005] AdvLoss:[0.004/0.011] Acc:[1.000/0.999] AdvAcc:[1.000/0.997] +Epoch:[ 80][110|469] Time:[0.037/0.016] Loss:[0.002/0.005] AdvLoss:[0.008/0.011] Acc:[1.000/0.999] AdvAcc:[1.000/0.997] +Epoch:[ 80][120|469] Time:[0.041/0.018] Loss:[0.001/0.005] AdvLoss:[0.004/0.010] Acc:[1.000/0.999] AdvAcc:[1.000/0.998] +Epoch:[ 80][130|469] Time:[0.042/0.019] Loss:[0.030/0.005] AdvLoss:[0.040/0.010] Acc:[0.992/0.999] AdvAcc:[0.992/0.998] +Epoch:[ 80][140|469] Time:[0.039/0.014] Loss:[0.001/0.006] AdvLoss:[0.011/0.010] Acc:[1.000/0.999] AdvAcc:[0.992/0.998] +Epoch:[ 80][150|469] Time:[0.043/0.018] Loss:[0.001/0.006] AdvLoss:[0.005/0.010] Acc:[1.000/0.999] AdvAcc:[1.000/0.998] +Epoch:[ 80][160|469] Time:[0.041/0.015] Loss:[0.000/0.005] AdvLoss:[0.002/0.010] Acc:[1.000/0.999] AdvAcc:[1.000/0.998] +Epoch:[ 80][170|469] Time:[0.046/0.020] Loss:[0.001/0.005] AdvLoss:[0.004/0.010] Acc:[1.000/0.999] AdvAcc:[1.000/0.998] +Epoch:[ 80][180|469] Time:[0.042/0.016] Loss:[0.001/0.005] AdvLoss:[0.005/0.010] Acc:[1.000/0.999] AdvAcc:[1.000/0.998] +Epoch:[ 80][190|469] Time:[0.043/0.018] Loss:[0.001/0.005] AdvLoss:[0.006/0.010] Acc:[1.000/0.999] AdvAcc:[1.000/0.998] +Epoch:[ 80][200|469] Time:[0.038/0.015] Loss:[0.001/0.006] AdvLoss:[0.006/0.010] Acc:[1.000/0.999] AdvAcc:[1.000/0.998] +Epoch:[ 80][210|469] Time:[0.038/0.015] Loss:[0.000/0.005] AdvLoss:[0.002/0.010] Acc:[1.000/0.999] AdvAcc:[1.000/0.998] +Epoch:[ 80][220|469] Time:[0.041/0.018] Loss:[0.001/0.005] AdvLoss:[0.004/0.010] Acc:[1.000/0.999] AdvAcc:[1.000/0.998] +Epoch:[ 80][230|469] Time:[0.042/0.019] Loss:[0.002/0.005] AdvLoss:[0.009/0.010] Acc:[1.000/0.999] AdvAcc:[1.000/0.998] +Epoch:[ 80][240|469] Time:[0.042/0.017] Loss:[0.006/0.005] AdvLoss:[0.014/0.010] Acc:[1.000/0.999] AdvAcc:[0.992/0.998] +Epoch:[ 80][250|469] Time:[0.042/0.018] Loss:[0.012/0.005] AdvLoss:[0.023/0.010] Acc:[0.992/0.999] AdvAcc:[0.992/0.998] +Epoch:[ 80][260|469] Time:[0.041/0.019] Loss:[0.001/0.005] AdvLoss:[0.003/0.010] Acc:[1.000/0.999] AdvAcc:[1.000/0.998] +Epoch:[ 80][270|469] Time:[0.041/0.018] Loss:[0.002/0.005] AdvLoss:[0.010/0.010] Acc:[1.000/0.999] AdvAcc:[1.000/0.998] +Epoch:[ 80][280|469] Time:[0.044/0.018] Loss:[0.003/0.005] AdvLoss:[0.013/0.010] Acc:[1.000/0.999] AdvAcc:[0.992/0.998] +Epoch:[ 80][290|469] Time:[0.042/0.019] Loss:[0.000/0.005] AdvLoss:[0.002/0.010] Acc:[1.000/0.999] AdvAcc:[1.000/0.998] +Epoch:[ 80][300|469] Time:[0.040/0.017] Loss:[0.000/0.005] AdvLoss:[0.002/0.010] Acc:[1.000/0.999] AdvAcc:[1.000/0.998] +Epoch:[ 80][310|469] Time:[0.038/0.016] Loss:[0.002/0.004] AdvLoss:[0.006/0.009] Acc:[1.000/0.999] AdvAcc:[1.000/0.998] +Epoch:[ 80][320|469] Time:[0.042/0.018] Loss:[0.001/0.004] AdvLoss:[0.006/0.009] Acc:[1.000/0.999] AdvAcc:[1.000/0.998] +Epoch:[ 80][330|469] Time:[0.041/0.018] Loss:[0.001/0.004] AdvLoss:[0.003/0.009] Acc:[1.000/0.999] AdvAcc:[1.000/0.998] +Epoch:[ 80][340|469] Time:[0.041/0.019] Loss:[0.001/0.004] AdvLoss:[0.005/0.009] Acc:[1.000/0.999] AdvAcc:[1.000/0.998] +Epoch:[ 80][350|469] Time:[0.043/0.017] Loss:[0.008/0.004] AdvLoss:[0.027/0.009] Acc:[0.992/0.999] AdvAcc:[0.992/0.998] +Epoch:[ 80][360|469] Time:[0.042/0.018] Loss:[0.002/0.004] AdvLoss:[0.009/0.009] Acc:[1.000/0.999] AdvAcc:[1.000/0.998] +Epoch:[ 80][370|469] Time:[0.043/0.018] Loss:[0.002/0.004] AdvLoss:[0.009/0.009] Acc:[1.000/0.999] AdvAcc:[0.992/0.998] +Epoch:[ 80][380|469] Time:[0.042/0.017] Loss:[0.001/0.004] AdvLoss:[0.004/0.009] Acc:[1.000/0.999] 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81][ 10|469] Time:[0.039/0.014] Loss:[0.001/0.001] AdvLoss:[0.005/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 81][ 20|469] Time:[0.043/0.019] Loss:[0.001/0.001] AdvLoss:[0.006/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 81][ 30|469] Time:[0.040/0.018] Loss:[0.000/0.001] AdvLoss:[0.002/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 81][ 40|469] Time:[0.039/0.016] Loss:[0.001/0.003] AdvLoss:[0.005/0.006] Acc:[1.000/0.998] AdvAcc:[1.000/0.999] +Epoch:[ 81][ 50|469] Time:[0.039/0.015] Loss:[0.001/0.003] AdvLoss:[0.005/0.006] Acc:[1.000/0.998] AdvAcc:[1.000/0.999] +Epoch:[ 81][ 60|469] Time:[0.036/0.014] Loss:[0.001/0.002] AdvLoss:[0.006/0.006] Acc:[1.000/0.999] AdvAcc:[1.000/0.999] +Epoch:[ 81][ 70|469] Time:[0.041/0.019] Loss:[0.002/0.002] AdvLoss:[0.007/0.006] Acc:[1.000/0.999] AdvAcc:[1.000/0.999] +Epoch:[ 81][ 80|469] Time:[0.040/0.014] Loss:[0.000/0.002] AdvLoss:[0.002/0.006] Acc:[1.000/0.999] AdvAcc:[1.000/0.999] +Epoch:[ 81][ 90|469] Time:[0.048/0.021] Loss:[0.001/0.002] AdvLoss:[0.004/0.006] Acc:[1.000/0.999] AdvAcc:[1.000/0.999] +Epoch:[ 81][100|469] Time:[0.039/0.017] Loss:[0.001/0.002] AdvLoss:[0.006/0.005] Acc:[1.000/0.999] AdvAcc:[1.000/0.999] +Epoch:[ 81][110|469] Time:[0.041/0.018] Loss:[0.001/0.002] AdvLoss:[0.005/0.006] Acc:[1.000/0.999] AdvAcc:[1.000/0.999] +Epoch:[ 81][120|469] Time:[0.039/0.018] Loss:[0.001/0.002] AdvLoss:[0.003/0.006] Acc:[1.000/0.999] AdvAcc:[1.000/0.999] +Epoch:[ 81][130|469] Time:[0.041/0.015] Loss:[0.001/0.002] AdvLoss:[0.003/0.006] Acc:[1.000/0.999] AdvAcc:[1.000/0.999] +Epoch:[ 81][140|469] Time:[0.043/0.018] Loss:[0.000/0.002] AdvLoss:[0.002/0.006] Acc:[1.000/0.999] AdvAcc:[1.000/0.999] +Epoch:[ 81][150|469] Time:[0.039/0.016] Loss:[0.000/0.001] AdvLoss:[0.002/0.006] Acc:[1.000/0.999] AdvAcc:[1.000/0.999] +Epoch:[ 81][160|469] Time:[0.041/0.015] Loss:[0.001/0.001] AdvLoss:[0.004/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 81][170|469] Time:[0.039/0.015] Loss:[0.000/0.001] 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Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 81][260|469] Time:[0.041/0.018] Loss:[0.001/0.001] AdvLoss:[0.005/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 81][270|469] Time:[0.043/0.018] Loss:[0.001/0.001] AdvLoss:[0.005/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 81][280|469] Time:[0.039/0.016] Loss:[0.007/0.002] AdvLoss:[0.020/0.006] Acc:[1.000/1.000] AdvAcc:[0.984/0.999] +Epoch:[ 81][290|469] Time:[0.040/0.014] Loss:[0.007/0.002] AdvLoss:[0.020/0.006] Acc:[0.992/0.999] AdvAcc:[0.992/0.999] +Epoch:[ 81][300|469] Time:[0.039/0.018] Loss:[0.001/0.002] AdvLoss:[0.003/0.006] Acc:[1.000/0.999] AdvAcc:[1.000/0.999] +Epoch:[ 81][310|469] Time:[0.037/0.015] Loss:[0.003/0.002] AdvLoss:[0.009/0.006] Acc:[1.000/0.999] AdvAcc:[1.000/0.999] +Epoch:[ 81][320|469] Time:[0.041/0.019] Loss:[0.000/0.002] AdvLoss:[0.001/0.006] Acc:[1.000/0.999] AdvAcc:[1.000/0.999] +Epoch:[ 81][330|469] Time:[0.042/0.019] Loss:[0.002/0.002] AdvLoss:[0.010/0.006] Acc:[1.000/0.999] AdvAcc:[1.000/0.999] +Epoch:[ 81][340|469] Time:[0.042/0.019] Loss:[0.001/0.002] AdvLoss:[0.003/0.006] Acc:[1.000/0.999] AdvAcc:[1.000/0.999] +Epoch:[ 81][350|469] Time:[0.039/0.016] Loss:[0.001/0.002] AdvLoss:[0.006/0.006] Acc:[1.000/0.999] AdvAcc:[1.000/0.999] +Epoch:[ 81][360|469] Time:[0.039/0.016] Loss:[0.002/0.002] AdvLoss:[0.010/0.006] Acc:[1.000/0.999] AdvAcc:[0.992/0.999] +Epoch:[ 81][370|469] Time:[0.042/0.019] Loss:[0.000/0.002] AdvLoss:[0.002/0.006] Acc:[1.000/0.999] AdvAcc:[1.000/0.999] +Epoch:[ 81][380|469] Time:[0.040/0.016] Loss:[0.014/0.002] AdvLoss:[0.022/0.006] Acc:[0.992/0.999] AdvAcc:[0.992/0.999] +Epoch:[ 81][390|469] Time:[0.041/0.018] Loss:[0.001/0.002] AdvLoss:[0.004/0.006] Acc:[1.000/0.999] AdvAcc:[1.000/0.999] +Epoch:[ 81][400|469] Time:[0.040/0.016] Loss:[0.001/0.002] AdvLoss:[0.003/0.006] Acc:[1.000/0.999] AdvAcc:[1.000/0.999] +Epoch:[ 81][410|469] Time:[0.044/0.018] Loss:[0.001/0.002] AdvLoss:[0.003/0.006] Acc:[1.000/0.999] AdvAcc:[1.000/0.999] +Epoch:[ 81][420|469] Time:[0.031/0.018] Loss:[0.001/0.002] AdvLoss:[0.008/0.006] Acc:[1.000/0.999] AdvAcc:[1.000/0.999] +Epoch:[ 81][430|469] Time:[0.043/0.018] Loss:[0.003/0.002] AdvLoss:[0.012/0.006] Acc:[1.000/0.999] AdvAcc:[0.992/0.999] +Epoch:[ 81][440|469] Time:[0.043/0.018] Loss:[0.001/0.002] AdvLoss:[0.003/0.006] Acc:[1.000/0.999] AdvAcc:[1.000/0.999] +Epoch:[ 81][450|469] Time:[0.047/0.030] Loss:[0.001/0.002] AdvLoss:[0.004/0.006] Acc:[1.000/0.999] AdvAcc:[1.000/0.999] +Epoch:[ 81][460|469] Time:[0.042/0.015] Loss:[0.000/0.002] AdvLoss:[0.002/0.006] Acc:[1.000/0.999] AdvAcc:[1.000/0.999] +Epoch:[ 82][ 10|469] Time:[0.041/0.018] Loss:[0.001/0.001] AdvLoss:[0.005/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 82][ 20|469] Time:[0.039/0.016] Loss:[0.002/0.001] AdvLoss:[0.004/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 82][ 30|469] Time:[0.036/0.016] Loss:[0.001/0.001] AdvLoss:[0.003/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 82][ 40|469] Time:[0.040/0.019] Loss:[0.000/0.001] AdvLoss:[0.001/0.004] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 82][ 50|469] Time:[0.043/0.019] Loss:[0.000/0.001] AdvLoss:[0.002/0.004] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 82][ 60|469] Time:[0.041/0.019] Loss:[0.000/0.001] AdvLoss:[0.002/0.004] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 82][ 70|469] Time:[0.041/0.018] Loss:[0.000/0.001] AdvLoss:[0.000/0.004] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 82][ 80|469] Time:[0.041/0.019] Loss:[0.003/0.001] AdvLoss:[0.009/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 82][ 90|469] Time:[0.039/0.017] Loss:[0.002/0.001] AdvLoss:[0.007/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 82][100|469] Time:[0.041/0.019] Loss:[0.000/0.001] AdvLoss:[0.002/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 82][110|469] Time:[0.040/0.018] Loss:[0.000/0.001] AdvLoss:[0.001/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 82][120|469] Time:[0.038/0.015] Loss:[0.001/0.001] AdvLoss:[0.003/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 82][130|469] Time:[0.038/0.015] Loss:[0.003/0.001] AdvLoss:[0.011/0.005] Acc:[1.000/1.000] AdvAcc:[0.992/0.999] +Epoch:[ 82][140|469] Time:[0.041/0.020] Loss:[0.001/0.001] AdvLoss:[0.004/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 82][150|469] Time:[0.039/0.016] Loss:[0.003/0.001] AdvLoss:[0.012/0.006] Acc:[1.000/1.000] AdvAcc:[0.992/0.999] +Epoch:[ 82][160|469] Time:[0.038/0.015] Loss:[0.001/0.001] AdvLoss:[0.008/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 82][170|469] Time:[0.042/0.019] Loss:[0.001/0.001] AdvLoss:[0.005/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 82][180|469] Time:[0.040/0.018] Loss:[0.001/0.001] AdvLoss:[0.003/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 82][190|469] Time:[0.034/0.018] Loss:[0.002/0.001] AdvLoss:[0.008/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 82][200|469] Time:[0.042/0.016] Loss:[0.002/0.001] AdvLoss:[0.007/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 82][210|469] Time:[0.040/0.018] Loss:[0.000/0.001] AdvLoss:[0.002/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 82][220|469] Time:[0.046/0.021] Loss:[0.004/0.001] AdvLoss:[0.016/0.006] Acc:[1.000/1.000] AdvAcc:[0.992/0.999] +Epoch:[ 82][230|469] Time:[0.038/0.016] Loss:[0.001/0.001] AdvLoss:[0.003/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 82][240|469] Time:[0.038/0.016] Loss:[0.000/0.001] AdvLoss:[0.002/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 82][250|469] Time:[0.039/0.016] Loss:[0.017/0.002] AdvLoss:[0.031/0.006] Acc:[0.992/1.000] AdvAcc:[0.992/0.999] +Epoch:[ 82][260|469] Time:[0.040/0.018] Loss:[0.001/0.002] AdvLoss:[0.007/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 82][270|469] Time:[0.041/0.019] Loss:[0.000/0.002] AdvLoss:[0.002/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 82][280|469] Time:[0.042/0.018] Loss:[0.001/0.002] AdvLoss:[0.003/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 82][290|469] Time:[0.043/0.018] Loss:[0.001/0.002] AdvLoss:[0.006/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 82][300|469] Time:[0.039/0.015] Loss:[0.002/0.001] AdvLoss:[0.007/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 82][310|469] Time:[0.040/0.016] Loss:[0.005/0.002] AdvLoss:[0.014/0.006] Acc:[1.000/1.000] AdvAcc:[0.992/0.999] +Epoch:[ 82][320|469] Time:[0.038/0.017] Loss:[0.001/0.002] AdvLoss:[0.004/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 82][330|469] Time:[0.039/0.016] Loss:[0.000/0.001] AdvLoss:[0.002/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 82][340|469] Time:[0.040/0.019] Loss:[0.001/0.001] AdvLoss:[0.002/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 82][350|469] Time:[0.042/0.018] Loss:[0.002/0.001] AdvLoss:[0.008/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 82][360|469] Time:[0.041/0.021] Loss:[0.000/0.001] AdvLoss:[0.002/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 82][370|469] Time:[0.037/0.015] Loss:[0.000/0.001] AdvLoss:[0.001/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 82][380|469] Time:[0.039/0.014] Loss:[0.001/0.001] AdvLoss:[0.005/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 82][390|469] Time:[0.043/0.020] Loss:[0.000/0.001] AdvLoss:[0.004/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 82][400|469] Time:[0.042/0.019] Loss:[0.001/0.001] AdvLoss:[0.004/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 82][410|469] Time:[0.041/0.017] Loss:[0.019/0.002] AdvLoss:[0.029/0.006] Acc:[0.992/1.000] AdvAcc:[0.992/0.999] +Epoch:[ 82][420|469] Time:[0.041/0.019] Loss:[0.021/0.002] AdvLoss:[0.034/0.006] Acc:[0.992/1.000] AdvAcc:[0.992/0.999] +Epoch:[ 82][430|469] Time:[0.033/0.015] Loss:[0.010/0.002] AdvLoss:[0.020/0.006] Acc:[0.992/1.000] AdvAcc:[0.992/0.999] +Epoch:[ 82][440|469] Time:[0.041/0.015] Loss:[0.001/0.002] AdvLoss:[0.004/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 82][450|469] Time:[0.038/0.016] Loss:[0.001/0.002] AdvLoss:[0.004/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 82][460|469] Time:[0.041/0.019] Loss:[0.002/0.002] AdvLoss:[0.007/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 83][ 10|469] Time:[0.043/0.018] Loss:[0.001/0.031] AdvLoss:[0.005/0.010] Acc:[1.000/0.996] AdvAcc:[1.000/0.999] +Epoch:[ 83][ 20|469] Time:[0.044/0.018] Loss:[0.001/0.016] AdvLoss:[0.003/0.007] Acc:[1.000/0.998] AdvAcc:[1.000/1.000] +Epoch:[ 83][ 30|469] Time:[0.042/0.019] Loss:[0.001/0.011] AdvLoss:[0.003/0.007] Acc:[1.000/0.999] AdvAcc:[1.000/0.999] +Epoch:[ 83][ 40|469] Time:[0.041/0.018] Loss:[0.001/0.008] AdvLoss:[0.005/0.006] Acc:[1.000/0.999] AdvAcc:[1.000/0.999] +Epoch:[ 83][ 50|469] Time:[0.043/0.020] Loss:[0.001/0.007] AdvLoss:[0.005/0.006] Acc:[1.000/0.999] AdvAcc:[1.000/0.999] +Epoch:[ 83][ 60|469] Time:[0.042/0.019] Loss:[0.001/0.006] AdvLoss:[0.005/0.006] Acc:[1.000/0.999] AdvAcc:[1.000/0.999] +Epoch:[ 83][ 70|469] Time:[0.039/0.018] Loss:[0.000/0.005] AdvLoss:[0.001/0.006] Acc:[1.000/0.999] AdvAcc:[1.000/0.999] +Epoch:[ 83][ 80|469] Time:[0.041/0.018] Loss:[0.001/0.004] AdvLoss:[0.005/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 83][ 90|469] Time:[0.036/0.016] Loss:[0.001/0.004] AdvLoss:[0.006/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 83][100|469] Time:[0.045/0.019] Loss:[0.000/0.004] AdvLoss:[0.002/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 83][110|469] Time:[0.037/0.016] Loss:[0.018/0.004] AdvLoss:[0.046/0.006] Acc:[0.984/0.999] AdvAcc:[0.977/0.999] +Epoch:[ 83][120|469] Time:[0.039/0.018] Loss:[0.000/0.004] AdvLoss:[0.001/0.006] Acc:[1.000/0.999] AdvAcc:[1.000/0.999] +Epoch:[ 83][130|469] Time:[0.042/0.019] Loss:[0.005/0.004] AdvLoss:[0.011/0.006] Acc:[1.000/0.999] AdvAcc:[0.992/0.999] +Epoch:[ 83][140|469] Time:[0.038/0.014] Loss:[0.001/0.004] AdvLoss:[0.003/0.006] Acc:[1.000/0.999] AdvAcc:[1.000/0.999] +Epoch:[ 83][150|469] Time:[0.043/0.018] Loss:[0.000/0.004] AdvLoss:[0.001/0.006] Acc:[1.000/0.999] AdvAcc:[1.000/0.999] +Epoch:[ 83][160|469] Time:[0.039/0.017] Loss:[0.001/0.003] AdvLoss:[0.008/0.006] Acc:[1.000/0.999] AdvAcc:[1.000/0.999] +Epoch:[ 83][170|469] Time:[0.040/0.019] Loss:[0.001/0.003] AdvLoss:[0.003/0.006] Acc:[1.000/0.999] AdvAcc:[1.000/0.999] +Epoch:[ 83][180|469] Time:[0.038/0.016] Loss:[0.004/0.003] AdvLoss:[0.009/0.006] Acc:[1.000/0.999] AdvAcc:[0.992/0.999] +Epoch:[ 83][190|469] Time:[0.042/0.019] Loss:[0.001/0.003] AdvLoss:[0.002/0.006] Acc:[1.000/0.999] AdvAcc:[1.000/0.999] +Epoch:[ 83][200|469] Time:[0.040/0.017] Loss:[0.002/0.003] AdvLoss:[0.008/0.006] Acc:[1.000/0.999] AdvAcc:[1.000/0.999] +Epoch:[ 83][210|469] Time:[0.038/0.015] Loss:[0.001/0.003] AdvLoss:[0.004/0.006] Acc:[1.000/0.999] AdvAcc:[1.000/0.999] +Epoch:[ 83][220|469] Time:[0.041/0.019] Loss:[0.009/0.003] AdvLoss:[0.031/0.006] Acc:[0.992/0.999] AdvAcc:[0.992/0.999] +Epoch:[ 83][230|469] Time:[0.039/0.016] Loss:[0.002/0.003] AdvLoss:[0.010/0.006] Acc:[1.000/0.999] AdvAcc:[1.000/0.999] +Epoch:[ 83][240|469] Time:[0.041/0.019] Loss:[0.001/0.003] AdvLoss:[0.003/0.006] Acc:[1.000/0.999] AdvAcc:[1.000/0.999] +Epoch:[ 83][250|469] Time:[0.040/0.015] Loss:[0.001/0.003] AdvLoss:[0.004/0.006] Acc:[1.000/0.999] AdvAcc:[1.000/0.999] +Epoch:[ 83][260|469] Time:[0.041/0.021] Loss:[0.001/0.003] AdvLoss:[0.004/0.006] Acc:[1.000/0.999] AdvAcc:[1.000/0.999] +Epoch:[ 83][270|469] Time:[0.056/0.029] Loss:[0.001/0.003] AdvLoss:[0.005/0.006] Acc:[1.000/0.999] AdvAcc:[1.000/0.999] +Epoch:[ 83][280|469] Time:[0.033/0.014] Loss:[0.001/0.003] AdvLoss:[0.006/0.006] Acc:[1.000/0.999] AdvAcc:[1.000/0.999] +Epoch:[ 83][290|469] Time:[0.043/0.018] Loss:[0.001/0.003] AdvLoss:[0.003/0.006] Acc:[1.000/0.999] AdvAcc:[1.000/0.999] +Epoch:[ 83][300|469] Time:[0.041/0.019] Loss:[0.001/0.003] AdvLoss:[0.003/0.006] Acc:[1.000/0.999] AdvAcc:[1.000/0.999] +Epoch:[ 83][310|469] Time:[0.041/0.018] Loss:[0.000/0.003] AdvLoss:[0.002/0.006] Acc:[1.000/0.999] AdvAcc:[1.000/0.999] +Epoch:[ 83][320|469] Time:[0.040/0.016] Loss:[0.001/0.003] AdvLoss:[0.003/0.006] Acc:[1.000/0.999] AdvAcc:[1.000/0.999] +Epoch:[ 83][330|469] Time:[0.038/0.016] Loss:[0.000/0.003] AdvLoss:[0.001/0.006] Acc:[1.000/0.999] AdvAcc:[1.000/0.999] +Epoch:[ 83][340|469] Time:[0.037/0.015] Loss:[0.001/0.002] AdvLoss:[0.002/0.005] Acc:[1.000/0.999] AdvAcc:[1.000/0.999] +Epoch:[ 83][350|469] Time:[0.040/0.019] Loss:[0.000/0.002] AdvLoss:[0.001/0.005] Acc:[1.000/0.999] AdvAcc:[1.000/0.999] +Epoch:[ 83][360|469] Time:[0.042/0.018] Loss:[0.006/0.002] AdvLoss:[0.018/0.005] Acc:[1.000/0.999] AdvAcc:[0.992/0.999] +Epoch:[ 83][370|469] Time:[0.040/0.018] Loss:[0.001/0.002] AdvLoss:[0.003/0.005] Acc:[1.000/0.999] AdvAcc:[1.000/0.999] +Epoch:[ 83][380|469] Time:[0.041/0.019] Loss:[0.000/0.002] AdvLoss:[0.002/0.005] Acc:[1.000/0.999] AdvAcc:[1.000/0.999] +Epoch:[ 83][390|469] Time:[0.042/0.018] Loss:[0.000/0.002] AdvLoss:[0.002/0.005] Acc:[1.000/0.999] AdvAcc:[1.000/0.999] +Epoch:[ 83][400|469] Time:[0.041/0.018] Loss:[0.001/0.002] AdvLoss:[0.006/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 83][410|469] Time:[0.039/0.015] Loss:[0.001/0.002] AdvLoss:[0.003/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 83][420|469] Time:[0.042/0.018] Loss:[0.001/0.002] AdvLoss:[0.003/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 83][430|469] Time:[0.040/0.015] Loss:[0.000/0.002] AdvLoss:[0.002/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 83][440|469] Time:[0.039/0.016] Loss:[0.002/0.002] AdvLoss:[0.011/0.005] Acc:[1.000/1.000] AdvAcc:[0.992/0.999] +Epoch:[ 83][450|469] Time:[0.041/0.019] Loss:[0.002/0.002] AdvLoss:[0.011/0.005] Acc:[1.000/1.000] AdvAcc:[0.992/0.999] +Epoch:[ 83][460|469] Time:[0.038/0.016] Loss:[0.002/0.002] AdvLoss:[0.006/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 84][ 10|469] Time:[0.041/0.018] Loss:[0.001/0.001] AdvLoss:[0.003/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 84][ 20|469] Time:[0.042/0.017] Loss:[0.004/0.002] AdvLoss:[0.012/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 84][ 30|469] Time:[0.043/0.018] Loss:[0.001/0.002] AdvLoss:[0.006/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 84][ 40|469] Time:[0.041/0.019] Loss:[0.002/0.002] AdvLoss:[0.004/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 84][ 50|469] Time:[0.039/0.016] Loss:[0.000/0.001] AdvLoss:[0.002/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 84][ 60|469] Time:[0.040/0.014] Loss:[0.000/0.002] AdvLoss:[0.001/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 84][ 70|469] Time:[0.038/0.015] Loss:[0.000/0.002] AdvLoss:[0.001/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 84][ 80|469] Time:[0.041/0.018] Loss:[0.000/0.001] AdvLoss:[0.001/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 84][ 90|469] Time:[0.038/0.016] Loss:[0.000/0.001] AdvLoss:[0.002/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 84][100|469] Time:[0.043/0.019] Loss:[0.002/0.001] AdvLoss:[0.006/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 84][110|469] Time:[0.041/0.018] Loss:[0.001/0.001] AdvLoss:[0.005/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 84][120|469] Time:[0.038/0.015] Loss:[0.003/0.001] AdvLoss:[0.008/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 84][130|469] Time:[0.038/0.015] Loss:[0.000/0.001] AdvLoss:[0.002/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 84][140|469] Time:[0.039/0.017] Loss:[0.001/0.001] AdvLoss:[0.004/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 84][150|469] Time:[0.040/0.016] Loss:[0.002/0.001] AdvLoss:[0.007/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 84][160|469] Time:[0.049/0.022] Loss:[0.001/0.001] AdvLoss:[0.007/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 84][170|469] Time:[0.042/0.019] Loss:[0.001/0.001] AdvLoss:[0.003/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 84][180|469] Time:[0.041/0.018] Loss:[0.000/0.001] AdvLoss:[0.003/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 84][190|469] Time:[0.042/0.018] Loss:[0.001/0.001] AdvLoss:[0.004/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 84][200|469] Time:[0.039/0.017] Loss:[0.000/0.001] AdvLoss:[0.001/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 84][210|469] Time:[0.041/0.018] Loss:[0.000/0.001] AdvLoss:[0.001/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 84][220|469] Time:[0.043/0.018] Loss:[0.003/0.001] AdvLoss:[0.012/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 84][230|469] Time:[0.040/0.018] Loss:[0.001/0.001] AdvLoss:[0.003/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 84][240|469] Time:[0.038/0.015] Loss:[0.000/0.001] AdvLoss:[0.002/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 84][250|469] Time:[0.038/0.015] Loss:[0.001/0.001] AdvLoss:[0.005/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 84][260|469] Time:[0.037/0.015] Loss:[0.004/0.001] AdvLoss:[0.010/0.005] Acc:[1.000/1.000] AdvAcc:[0.992/0.999] +Epoch:[ 84][270|469] Time:[0.042/0.019] Loss:[0.001/0.001] AdvLoss:[0.003/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 84][280|469] Time:[0.038/0.016] Loss:[0.001/0.001] AdvLoss:[0.002/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 84][290|469] Time:[0.039/0.015] Loss:[0.000/0.001] AdvLoss:[0.002/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 84][300|469] Time:[0.043/0.020] Loss:[0.000/0.001] AdvLoss:[0.001/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 84][310|469] Time:[0.043/0.017] Loss:[0.000/0.001] AdvLoss:[0.002/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 84][320|469] Time:[0.040/0.014] Loss:[0.001/0.001] AdvLoss:[0.003/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 84][330|469] Time:[0.043/0.017] Loss:[0.001/0.001] AdvLoss:[0.004/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 84][340|469] Time:[0.042/0.018] Loss:[0.000/0.001] AdvLoss:[0.002/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 84][350|469] Time:[0.040/0.018] Loss:[0.001/0.001] AdvLoss:[0.005/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 84][360|469] Time:[0.038/0.016] Loss:[0.001/0.001] AdvLoss:[0.005/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 84][370|469] Time:[0.040/0.019] Loss:[0.001/0.001] AdvLoss:[0.006/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 84][380|469] Time:[0.043/0.018] Loss:[0.000/0.001] AdvLoss:[0.002/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 84][390|469] Time:[0.041/0.018] Loss:[0.001/0.001] AdvLoss:[0.003/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 84][400|469] Time:[0.040/0.015] Loss:[0.000/0.001] AdvLoss:[0.001/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 84][410|469] Time:[0.042/0.018] Loss:[0.001/0.001] AdvLoss:[0.004/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 84][420|469] Time:[0.039/0.016] Loss:[0.000/0.001] AdvLoss:[0.003/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 84][430|469] Time:[0.042/0.020] Loss:[0.003/0.001] AdvLoss:[0.012/0.005] Acc:[1.000/1.000] AdvAcc:[0.992/0.999] +Epoch:[ 84][440|469] Time:[0.039/0.016] Loss:[0.002/0.001] AdvLoss:[0.007/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 84][450|469] Time:[0.043/0.018] Loss:[0.002/0.001] AdvLoss:[0.009/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 84][460|469] Time:[0.046/0.020] Loss:[0.001/0.001] AdvLoss:[0.006/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +epoch 84 evaluated +natural accuracy: 0.9951 +adversarial accuracy: 0.9905 +Epoch:[ 85][ 10|469] Time:[0.038/0.015] Loss:[0.000/0.001] AdvLoss:[0.002/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 85][ 20|469] Time:[0.041/0.016] Loss:[0.002/0.001] AdvLoss:[0.007/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 85][ 30|469] Time:[0.039/0.020] Loss:[0.000/0.002] AdvLoss:[0.001/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 85][ 40|469] Time:[0.038/0.015] Loss:[0.001/0.004] AdvLoss:[0.006/0.006] Acc:[1.000/0.999] AdvAcc:[1.000/0.999] +Epoch:[ 85][ 50|469] Time:[0.041/0.018] Loss:[0.002/0.003] AdvLoss:[0.006/0.006] Acc:[1.000/0.999] AdvAcc:[1.000/0.999] +Epoch:[ 85][ 60|469] Time:[0.040/0.015] Loss:[0.001/0.003] AdvLoss:[0.004/0.006] Acc:[1.000/0.999] AdvAcc:[1.000/0.999] +Epoch:[ 85][ 70|469] Time:[0.038/0.015] Loss:[0.001/0.003] AdvLoss:[0.003/0.006] Acc:[1.000/0.999] AdvAcc:[1.000/0.999] +Epoch:[ 85][ 80|469] Time:[0.042/0.019] Loss:[0.000/0.002] AdvLoss:[0.002/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 85][ 90|469] Time:[0.039/0.015] Loss:[0.001/0.002] AdvLoss:[0.005/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 85][100|469] Time:[0.043/0.018] Loss:[0.001/0.002] AdvLoss:[0.005/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 85][110|469] Time:[0.041/0.016] Loss:[0.000/0.002] AdvLoss:[0.001/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 85][120|469] Time:[0.040/0.017] Loss:[0.001/0.002] AdvLoss:[0.003/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 85][130|469] Time:[0.040/0.017] Loss:[0.000/0.002] AdvLoss:[0.002/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 85][140|469] Time:[0.040/0.017] Loss:[0.001/0.002] AdvLoss:[0.004/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 85][150|469] Time:[0.039/0.015] Loss:[0.002/0.002] AdvLoss:[0.006/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 85][160|469] Time:[0.041/0.019] Loss:[0.001/0.002] AdvLoss:[0.004/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 85][170|469] Time:[0.041/0.018] Loss:[0.001/0.002] AdvLoss:[0.004/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 85][180|469] Time:[0.042/0.018] Loss:[0.001/0.002] AdvLoss:[0.005/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 85][190|469] Time:[0.043/0.018] Loss:[0.001/0.001] AdvLoss:[0.002/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 85][200|469] Time:[0.040/0.015] Loss:[0.002/0.001] AdvLoss:[0.007/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 85][210|469] Time:[0.043/0.019] Loss:[0.001/0.001] 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Acc:[0.992/1.000] AdvAcc:[0.992/0.999] +Epoch:[ 85][300|469] Time:[0.042/0.017] Loss:[0.001/0.002] AdvLoss:[0.006/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 85][310|469] Time:[0.040/0.018] Loss:[0.000/0.002] AdvLoss:[0.001/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 85][320|469] Time:[0.040/0.016] Loss:[0.001/0.002] AdvLoss:[0.004/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 85][330|469] Time:[0.038/0.016] Loss:[0.001/0.002] AdvLoss:[0.004/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 85][340|469] Time:[0.038/0.016] Loss:[0.001/0.002] AdvLoss:[0.008/0.005] Acc:[1.000/1.000] AdvAcc:[0.992/0.999] +Epoch:[ 85][350|469] Time:[0.038/0.015] Loss:[0.001/0.002] AdvLoss:[0.007/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 85][360|469] Time:[0.042/0.021] Loss:[0.000/0.002] AdvLoss:[0.001/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 85][370|469] Time:[0.041/0.019] Loss:[0.004/0.002] AdvLoss:[0.008/0.005] Acc:[1.000/1.000] 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85][460|469] Time:[0.042/0.018] Loss:[0.001/0.002] AdvLoss:[0.004/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 86][ 10|469] Time:[0.041/0.015] Loss:[0.001/0.003] AdvLoss:[0.005/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 86][ 20|469] Time:[0.042/0.019] Loss:[0.001/0.002] AdvLoss:[0.005/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 86][ 30|469] Time:[0.038/0.016] Loss:[0.001/0.002] AdvLoss:[0.003/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 86][ 40|469] Time:[0.041/0.018] Loss:[0.001/0.001] AdvLoss:[0.004/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 86][ 50|469] Time:[0.039/0.015] Loss:[0.001/0.001] AdvLoss:[0.003/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 86][ 60|469] Time:[0.038/0.015] Loss:[0.001/0.001] AdvLoss:[0.006/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 86][ 70|469] Time:[0.041/0.018] Loss:[0.001/0.003] AdvLoss:[0.003/0.005] Acc:[1.000/0.999] AdvAcc:[1.000/0.999] +Epoch:[ 86][ 80|469] Time:[0.040/0.018] Loss:[0.000/0.003] AdvLoss:[0.001/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 86][ 90|469] Time:[0.041/0.018] Loss:[0.001/0.002] AdvLoss:[0.002/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 86][100|469] Time:[0.040/0.015] Loss:[0.000/0.002] AdvLoss:[0.002/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 86][110|469] Time:[0.044/0.018] Loss:[0.001/0.002] AdvLoss:[0.005/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 86][120|469] Time:[0.040/0.018] Loss:[0.001/0.002] AdvLoss:[0.003/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 86][130|469] Time:[0.043/0.018] Loss:[0.001/0.002] AdvLoss:[0.003/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 86][140|469] Time:[0.039/0.015] Loss:[0.002/0.002] AdvLoss:[0.008/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 86][150|469] Time:[0.044/0.018] Loss:[0.001/0.002] AdvLoss:[0.004/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 86][160|469] Time:[0.041/0.015] Loss:[0.010/0.002] 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Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 86][250|469] Time:[0.043/0.018] Loss:[0.002/0.002] AdvLoss:[0.006/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 86][260|469] Time:[0.041/0.018] Loss:[0.001/0.002] AdvLoss:[0.005/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 86][270|469] Time:[0.042/0.017] Loss:[0.000/0.002] AdvLoss:[0.002/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 86][280|469] Time:[0.038/0.016] Loss:[0.001/0.002] AdvLoss:[0.005/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 86][290|469] Time:[0.042/0.019] Loss:[0.001/0.002] AdvLoss:[0.003/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 86][300|469] Time:[0.050/0.026] Loss:[0.000/0.002] AdvLoss:[0.002/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 86][310|469] Time:[0.053/0.027] Loss:[0.000/0.002] AdvLoss:[0.003/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 86][320|469] Time:[0.040/0.020] Loss:[0.001/0.002] AdvLoss:[0.004/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 86][330|469] Time:[0.041/0.018] Loss:[0.001/0.002] AdvLoss:[0.006/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 86][340|469] Time:[0.044/0.019] Loss:[0.001/0.001] AdvLoss:[0.003/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 86][350|469] Time:[0.037/0.015] Loss:[0.001/0.001] AdvLoss:[0.005/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 86][360|469] Time:[0.040/0.018] Loss:[0.001/0.001] AdvLoss:[0.004/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 86][370|469] Time:[0.042/0.018] Loss:[0.003/0.001] AdvLoss:[0.011/0.005] Acc:[1.000/1.000] AdvAcc:[0.992/0.999] +Epoch:[ 86][380|469] Time:[0.037/0.016] Loss:[0.000/0.001] AdvLoss:[0.001/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 86][390|469] Time:[0.040/0.015] Loss:[0.001/0.001] AdvLoss:[0.005/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 86][400|469] Time:[0.042/0.019] Loss:[0.000/0.001] AdvLoss:[0.001/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 86][410|469] Time:[0.040/0.016] Loss:[0.001/0.001] AdvLoss:[0.004/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 86][420|469] Time:[0.042/0.018] Loss:[0.000/0.001] AdvLoss:[0.002/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 86][430|469] Time:[0.041/0.015] Loss:[0.001/0.001] AdvLoss:[0.004/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 86][440|469] Time:[0.039/0.016] Loss:[0.002/0.001] AdvLoss:[0.005/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 86][450|469] Time:[0.043/0.018] Loss:[0.001/0.001] AdvLoss:[0.002/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 86][460|469] Time:[0.040/0.016] Loss:[0.002/0.001] AdvLoss:[0.009/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 87][ 10|469] Time:[0.040/0.015] Loss:[0.001/0.000] AdvLoss:[0.003/0.003] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 87][ 20|469] Time:[0.041/0.019] Loss:[0.001/0.001] AdvLoss:[0.004/0.004] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 87][ 30|469] Time:[0.043/0.020] Loss:[0.001/0.001] AdvLoss:[0.004/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 87][ 40|469] Time:[0.043/0.018] Loss:[0.001/0.001] AdvLoss:[0.003/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 87][ 50|469] Time:[0.039/0.014] Loss:[0.002/0.001] AdvLoss:[0.006/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 87][ 60|469] Time:[0.040/0.016] Loss:[0.000/0.001] AdvLoss:[0.002/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 87][ 70|469] Time:[0.041/0.018] Loss:[0.000/0.001] AdvLoss:[0.003/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 87][ 80|469] Time:[0.040/0.014] Loss:[0.003/0.001] AdvLoss:[0.014/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 87][ 90|469] Time:[0.043/0.018] Loss:[0.002/0.001] AdvLoss:[0.004/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 87][100|469] Time:[0.042/0.018] Loss:[0.001/0.001] AdvLoss:[0.002/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 87][110|469] Time:[0.041/0.019] Loss:[0.001/0.001] 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Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 87][200|469] Time:[0.039/0.015] Loss:[0.001/0.002] AdvLoss:[0.005/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 87][210|469] Time:[0.041/0.018] Loss:[0.001/0.002] AdvLoss:[0.004/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 87][220|469] Time:[0.041/0.019] Loss:[0.001/0.002] AdvLoss:[0.003/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 87][230|469] Time:[0.041/0.019] Loss:[0.002/0.002] AdvLoss:[0.008/0.005] Acc:[1.000/1.000] AdvAcc:[0.992/0.999] +Epoch:[ 87][240|469] Time:[0.040/0.019] Loss:[0.002/0.002] AdvLoss:[0.007/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 87][250|469] Time:[0.042/0.021] Loss:[0.000/0.002] AdvLoss:[0.001/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 87][260|469] Time:[0.040/0.015] Loss:[0.001/0.002] AdvLoss:[0.006/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 87][270|469] Time:[0.046/0.019] Loss:[0.002/0.002] AdvLoss:[0.006/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 87][280|469] Time:[0.038/0.015] Loss:[0.000/0.002] AdvLoss:[0.002/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 87][290|469] Time:[0.037/0.015] Loss:[0.002/0.002] AdvLoss:[0.006/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 87][300|469] Time:[0.042/0.018] Loss:[0.000/0.002] AdvLoss:[0.003/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 87][310|469] Time:[0.040/0.018] Loss:[0.001/0.002] AdvLoss:[0.005/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 87][320|469] Time:[0.039/0.016] Loss:[0.001/0.002] AdvLoss:[0.003/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 87][330|469] Time:[0.039/0.016] Loss:[0.010/0.002] AdvLoss:[0.023/0.005] Acc:[0.992/1.000] AdvAcc:[0.992/0.999] +Epoch:[ 87][340|469] Time:[0.042/0.018] Loss:[0.052/0.002] AdvLoss:[0.061/0.005] Acc:[0.992/1.000] AdvAcc:[0.992/0.999] +Epoch:[ 87][350|469] Time:[0.040/0.019] Loss:[0.000/0.002] AdvLoss:[0.002/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 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Loss:[0.001/0.003] AdvLoss:[0.004/0.005] Acc:[1.000/0.999] AdvAcc:[1.000/0.999] +Epoch:[ 87][450|469] Time:[0.043/0.017] Loss:[0.002/0.003] AdvLoss:[0.007/0.005] Acc:[1.000/0.999] AdvAcc:[1.000/0.999] +Epoch:[ 87][460|469] Time:[0.043/0.018] Loss:[0.002/0.003] AdvLoss:[0.007/0.005] Acc:[1.000/0.999] AdvAcc:[1.000/0.999] +Epoch:[ 88][ 10|469] Time:[0.042/0.017] Loss:[0.001/0.007] AdvLoss:[0.003/0.006] Acc:[1.000/0.996] AdvAcc:[1.000/0.998] +Epoch:[ 88][ 20|469] Time:[0.041/0.018] Loss:[0.001/0.004] AdvLoss:[0.003/0.005] Acc:[1.000/0.998] AdvAcc:[1.000/0.999] +Epoch:[ 88][ 30|469] Time:[0.038/0.015] Loss:[0.002/0.003] AdvLoss:[0.012/0.005] Acc:[1.000/0.999] AdvAcc:[1.000/0.999] +Epoch:[ 88][ 40|469] Time:[0.036/0.014] Loss:[0.001/0.003] AdvLoss:[0.003/0.005] Acc:[1.000/0.999] AdvAcc:[1.000/0.999] +Epoch:[ 88][ 50|469] Time:[0.039/0.016] Loss:[0.006/0.003] AdvLoss:[0.013/0.005] Acc:[1.000/0.999] AdvAcc:[0.992/0.999] +Epoch:[ 88][ 60|469] Time:[0.040/0.018] Loss:[0.000/0.002] AdvLoss:[0.002/0.005] Acc:[1.000/0.999] AdvAcc:[1.000/0.999] +Epoch:[ 88][ 70|469] Time:[0.044/0.018] Loss:[0.002/0.002] AdvLoss:[0.007/0.005] Acc:[1.000/0.999] AdvAcc:[1.000/0.999] +Epoch:[ 88][ 80|469] Time:[0.043/0.017] Loss:[0.001/0.002] AdvLoss:[0.003/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 88][ 90|469] Time:[0.039/0.015] Loss:[0.002/0.002] AdvLoss:[0.009/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 88][100|469] Time:[0.043/0.017] Loss:[0.000/0.002] AdvLoss:[0.001/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 88][110|469] Time:[0.042/0.018] Loss:[0.001/0.002] AdvLoss:[0.003/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 88][120|469] Time:[0.049/0.025] Loss:[0.001/0.002] AdvLoss:[0.003/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 88][130|469] Time:[0.044/0.020] Loss:[0.001/0.002] AdvLoss:[0.006/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 88][140|469] Time:[0.041/0.020] Loss:[0.001/0.002] AdvLoss:[0.005/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 88][150|469] Time:[0.041/0.018] Loss:[0.001/0.002] AdvLoss:[0.006/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 88][160|469] Time:[0.045/0.022] Loss:[0.001/0.002] AdvLoss:[0.005/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 88][170|469] Time:[0.043/0.018] Loss:[0.001/0.002] AdvLoss:[0.003/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 88][180|469] Time:[0.040/0.014] Loss:[0.000/0.002] AdvLoss:[0.001/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 88][190|469] Time:[0.040/0.015] Loss:[0.000/0.002] AdvLoss:[0.001/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 88][200|469] Time:[0.041/0.017] Loss:[0.001/0.002] AdvLoss:[0.005/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 88][210|469] Time:[0.041/0.018] Loss:[0.002/0.002] AdvLoss:[0.006/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 88][220|469] Time:[0.043/0.018] Loss:[0.001/0.002] AdvLoss:[0.006/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 88][230|469] Time:[0.041/0.016] Loss:[0.004/0.002] AdvLoss:[0.015/0.006] Acc:[1.000/1.000] AdvAcc:[0.992/0.999] +Epoch:[ 88][240|469] Time:[0.041/0.018] Loss:[0.001/0.002] AdvLoss:[0.003/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 88][250|469] Time:[0.042/0.019] Loss:[0.003/0.002] AdvLoss:[0.008/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 88][260|469] Time:[0.041/0.018] Loss:[0.000/0.002] AdvLoss:[0.001/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 88][270|469] Time:[0.040/0.015] Loss:[0.001/0.002] AdvLoss:[0.003/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 88][280|469] Time:[0.040/0.018] Loss:[0.001/0.001] AdvLoss:[0.002/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 88][290|469] Time:[0.041/0.020] Loss:[0.000/0.001] AdvLoss:[0.002/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 88][300|469] Time:[0.041/0.019] Loss:[0.000/0.001] AdvLoss:[0.002/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 88][310|469] Time:[0.042/0.018] Loss:[0.000/0.001] AdvLoss:[0.002/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 88][320|469] Time:[0.041/0.019] Loss:[0.001/0.001] AdvLoss:[0.003/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 88][330|469] Time:[0.041/0.019] Loss:[0.000/0.001] AdvLoss:[0.002/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 88][340|469] Time:[0.041/0.019] Loss:[0.001/0.001] AdvLoss:[0.004/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 88][350|469] Time:[0.038/0.014] Loss:[0.001/0.001] AdvLoss:[0.003/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 88][360|469] Time:[0.041/0.019] Loss:[0.003/0.001] AdvLoss:[0.011/0.005] Acc:[1.000/1.000] AdvAcc:[0.992/0.999] +Epoch:[ 88][370|469] Time:[0.040/0.017] Loss:[0.000/0.001] AdvLoss:[0.002/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 88][380|469] Time:[0.039/0.018] Loss:[0.001/0.001] AdvLoss:[0.005/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 88][390|469] Time:[0.041/0.019] Loss:[0.001/0.001] AdvLoss:[0.005/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 88][400|469] Time:[0.039/0.018] Loss:[0.002/0.001] AdvLoss:[0.007/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 88][410|469] Time:[0.038/0.015] Loss:[0.001/0.001] AdvLoss:[0.003/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 88][420|469] Time:[0.041/0.018] Loss:[0.001/0.001] AdvLoss:[0.005/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 88][430|469] Time:[0.049/0.022] Loss:[0.001/0.001] AdvLoss:[0.004/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 88][440|469] Time:[0.041/0.018] Loss:[0.001/0.001] AdvLoss:[0.003/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 88][450|469] Time:[0.039/0.018] Loss:[0.001/0.001] AdvLoss:[0.003/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 88][460|469] Time:[0.039/0.018] Loss:[0.001/0.001] AdvLoss:[0.004/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 89][ 10|469] Time:[0.040/0.016] Loss:[0.001/0.001] AdvLoss:[0.005/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 89][ 20|469] Time:[0.039/0.017] Loss:[0.002/0.001] AdvLoss:[0.011/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 89][ 30|469] Time:[0.041/0.020] Loss:[0.002/0.001] AdvLoss:[0.009/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 89][ 40|469] Time:[0.043/0.018] Loss:[0.000/0.001] AdvLoss:[0.002/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 89][ 50|469] Time:[0.039/0.016] Loss:[0.001/0.001] AdvLoss:[0.003/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 89][ 60|469] Time:[0.039/0.016] Loss:[0.002/0.001] AdvLoss:[0.008/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 89][ 70|469] Time:[0.043/0.018] Loss:[0.000/0.001] AdvLoss:[0.003/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 89][ 80|469] Time:[0.038/0.015] Loss:[0.001/0.001] AdvLoss:[0.005/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 89][ 90|469] Time:[0.041/0.017] Loss:[0.012/0.002] AdvLoss:[0.022/0.005] Acc:[0.992/1.000] AdvAcc:[0.992/0.999] +Epoch:[ 89][100|469] Time:[0.042/0.018] Loss:[0.001/0.002] AdvLoss:[0.004/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 89][110|469] Time:[0.041/0.018] Loss:[0.001/0.002] AdvLoss:[0.004/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 89][120|469] Time:[0.041/0.018] Loss:[0.001/0.002] AdvLoss:[0.004/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 89][130|469] Time:[0.040/0.018] Loss:[0.001/0.002] AdvLoss:[0.004/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 89][140|469] Time:[0.040/0.019] Loss:[0.000/0.002] AdvLoss:[0.002/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 89][150|469] Time:[0.036/0.017] Loss:[0.001/0.001] AdvLoss:[0.004/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 89][160|469] Time:[0.045/0.020] Loss:[0.000/0.001] AdvLoss:[0.002/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 89][170|469] Time:[0.040/0.015] Loss:[0.004/0.001] AdvLoss:[0.011/0.005] Acc:[1.000/1.000] AdvAcc:[0.992/0.999] +Epoch:[ 89][180|469] Time:[0.041/0.018] Loss:[0.001/0.001] AdvLoss:[0.003/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 89][190|469] Time:[0.043/0.018] Loss:[0.000/0.001] AdvLoss:[0.002/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 89][200|469] Time:[0.039/0.017] Loss:[0.001/0.001] AdvLoss:[0.003/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 89][210|469] Time:[0.038/0.016] Loss:[0.002/0.001] AdvLoss:[0.005/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 89][220|469] Time:[0.043/0.018] Loss:[0.001/0.001] AdvLoss:[0.002/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 89][230|469] Time:[0.042/0.017] Loss:[0.001/0.001] AdvLoss:[0.005/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 89][240|469] Time:[0.040/0.015] Loss:[0.003/0.001] AdvLoss:[0.011/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 89][250|469] Time:[0.042/0.019] Loss:[0.000/0.001] AdvLoss:[0.002/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 89][260|469] Time:[0.043/0.018] Loss:[0.001/0.001] AdvLoss:[0.005/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 89][270|469] Time:[0.042/0.017] Loss:[0.001/0.001] AdvLoss:[0.004/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 89][280|469] Time:[0.043/0.019] Loss:[0.002/0.001] AdvLoss:[0.010/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 89][290|469] Time:[0.037/0.014] Loss:[0.001/0.001] AdvLoss:[0.004/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 89][300|469] Time:[0.041/0.018] Loss:[0.001/0.001] AdvLoss:[0.002/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 89][310|469] Time:[0.038/0.016] Loss:[0.002/0.001] AdvLoss:[0.006/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 89][320|469] Time:[0.043/0.018] Loss:[0.001/0.001] AdvLoss:[0.004/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 89][330|469] Time:[0.040/0.017] Loss:[0.001/0.001] AdvLoss:[0.004/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 89][340|469] Time:[0.042/0.019] Loss:[0.001/0.001] AdvLoss:[0.002/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 89][350|469] Time:[0.038/0.014] Loss:[0.002/0.001] AdvLoss:[0.008/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 89][360|469] Time:[0.043/0.018] Loss:[0.001/0.001] AdvLoss:[0.005/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 89][370|469] Time:[0.042/0.018] Loss:[0.001/0.001] AdvLoss:[0.006/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 89][380|469] Time:[0.043/0.018] Loss:[0.000/0.001] AdvLoss:[0.002/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 89][390|469] Time:[0.039/0.017] Loss:[0.015/0.001] AdvLoss:[0.028/0.005] Acc:[0.992/1.000] AdvAcc:[0.992/0.999] +Epoch:[ 89][400|469] Time:[0.039/0.015] Loss:[0.001/0.001] AdvLoss:[0.003/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 89][410|469] Time:[0.042/0.018] Loss:[0.001/0.001] AdvLoss:[0.004/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 89][420|469] Time:[0.051/0.024] Loss:[0.002/0.001] AdvLoss:[0.009/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 89][430|469] Time:[0.049/0.021] Loss:[0.001/0.002] AdvLoss:[0.003/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 89][440|469] Time:[0.042/0.019] Loss:[0.001/0.002] AdvLoss:[0.005/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 89][450|469] Time:[0.039/0.018] Loss:[0.001/0.002] AdvLoss:[0.006/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 89][460|469] Time:[0.037/0.017] Loss:[0.001/0.002] AdvLoss:[0.003/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +epoch 89 evaluated +natural accuracy: 0.9949 +adversarial accuracy: 0.9902 +Epoch:[ 90][ 10|469] Time:[0.039/0.018] Loss:[0.001/0.001] AdvLoss:[0.007/0.004] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 90][ 20|469] Time:[0.039/0.018] Loss:[0.000/0.001] AdvLoss:[0.002/0.004] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 90][ 30|469] Time:[0.042/0.020] Loss:[0.002/0.001] AdvLoss:[0.008/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 90][ 40|469] Time:[0.037/0.014] Loss:[0.000/0.001] AdvLoss:[0.001/0.004] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 90][ 50|469] Time:[0.039/0.016] Loss:[0.001/0.001] AdvLoss:[0.005/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 90][ 60|469] Time:[0.040/0.015] Loss:[0.005/0.002] AdvLoss:[0.013/0.005] Acc:[1.000/1.000] AdvAcc:[0.992/0.999] +Epoch:[ 90][ 70|469] Time:[0.043/0.017] Loss:[0.001/0.001] AdvLoss:[0.003/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 90][ 80|469] Time:[0.040/0.015] Loss:[0.000/0.001] AdvLoss:[0.002/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 90][ 90|469] Time:[0.037/0.014] Loss:[0.003/0.001] AdvLoss:[0.010/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 90][100|469] Time:[0.038/0.016] Loss:[0.001/0.001] AdvLoss:[0.003/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 90][110|469] Time:[0.041/0.019] Loss:[0.000/0.001] AdvLoss:[0.002/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 90][120|469] Time:[0.041/0.020] Loss:[0.002/0.001] AdvLoss:[0.009/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 90][130|469] Time:[0.041/0.019] Loss:[0.002/0.001] AdvLoss:[0.008/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 90][140|469] Time:[0.042/0.018] Loss:[0.001/0.001] AdvLoss:[0.003/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 90][150|469] Time:[0.040/0.015] Loss:[0.001/0.001] AdvLoss:[0.005/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 90][160|469] Time:[0.040/0.022] Loss:[0.002/0.001] AdvLoss:[0.006/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 90][170|469] Time:[0.040/0.020] Loss:[0.001/0.001] AdvLoss:[0.004/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 90][180|469] Time:[0.040/0.014] Loss:[0.001/0.001] AdvLoss:[0.005/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 90][190|469] Time:[0.044/0.019] Loss:[0.001/0.001] AdvLoss:[0.004/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 90][200|469] Time:[0.040/0.019] Loss:[0.001/0.001] 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Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 90][290|469] Time:[0.043/0.019] Loss:[0.001/0.001] AdvLoss:[0.004/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 90][300|469] Time:[0.042/0.019] Loss:[0.000/0.001] AdvLoss:[0.002/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 90][310|469] Time:[0.040/0.017] Loss:[0.002/0.001] AdvLoss:[0.008/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 90][320|469] Time:[0.038/0.015] Loss:[0.001/0.001] AdvLoss:[0.006/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 90][330|469] Time:[0.043/0.018] Loss:[0.011/0.002] AdvLoss:[0.017/0.005] Acc:[0.992/1.000] AdvAcc:[0.992/0.999] +Epoch:[ 90][340|469] Time:[0.043/0.022] Loss:[0.000/0.002] AdvLoss:[0.002/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 90][350|469] Time:[0.037/0.015] Loss:[0.001/0.002] AdvLoss:[0.004/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 90][360|469] Time:[0.042/0.018] Loss:[0.001/0.002] AdvLoss:[0.006/0.005] Acc:[1.000/1.000] 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Loss:[0.001/0.001] AdvLoss:[0.003/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 92][440|469] Time:[0.043/0.018] Loss:[0.002/0.001] AdvLoss:[0.005/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 92][450|469] Time:[0.051/0.027] Loss:[0.001/0.001] AdvLoss:[0.004/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 92][460|469] Time:[0.033/0.018] Loss:[0.001/0.001] AdvLoss:[0.002/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 93][ 10|469] Time:[0.041/0.018] Loss:[0.001/0.001] AdvLoss:[0.004/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 93][ 20|469] Time:[0.041/0.018] Loss:[0.003/0.001] AdvLoss:[0.009/0.004] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 93][ 30|469] Time:[0.043/0.018] Loss:[0.000/0.001] AdvLoss:[0.002/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 93][ 40|469] Time:[0.041/0.018] Loss:[0.000/0.001] AdvLoss:[0.002/0.004] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 93][ 50|469] Time:[0.038/0.015] Loss:[0.000/0.001] AdvLoss:[0.001/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 93][ 60|469] Time:[0.040/0.018] Loss:[0.001/0.001] AdvLoss:[0.003/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 93][ 70|469] Time:[0.038/0.015] Loss:[0.002/0.001] AdvLoss:[0.009/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 93][ 80|469] Time:[0.041/0.017] Loss:[0.001/0.001] AdvLoss:[0.004/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 93][ 90|469] Time:[0.042/0.018] Loss:[0.001/0.001] AdvLoss:[0.005/0.004] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 93][100|469] Time:[0.039/0.014] Loss:[0.001/0.001] AdvLoss:[0.004/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 93][110|469] Time:[0.038/0.016] Loss:[0.002/0.001] AdvLoss:[0.008/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 93][120|469] Time:[0.039/0.016] Loss:[0.002/0.001] AdvLoss:[0.006/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 93][130|469] Time:[0.039/0.016] Loss:[0.001/0.001] AdvLoss:[0.004/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 93][140|469] Time:[0.042/0.018] Loss:[0.001/0.001] AdvLoss:[0.005/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 93][150|469] Time:[0.038/0.016] Loss:[0.001/0.001] AdvLoss:[0.005/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 93][160|469] Time:[0.042/0.016] Loss:[0.001/0.001] AdvLoss:[0.004/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 93][170|469] Time:[0.040/0.018] Loss:[0.004/0.001] AdvLoss:[0.013/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 93][180|469] Time:[0.042/0.019] Loss:[0.002/0.001] AdvLoss:[0.008/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 93][190|469] Time:[0.041/0.019] Loss:[0.001/0.001] AdvLoss:[0.004/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 93][200|469] Time:[0.043/0.018] Loss:[0.000/0.001] AdvLoss:[0.002/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 93][210|469] Time:[0.040/0.019] Loss:[0.001/0.001] AdvLoss:[0.004/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 93][220|469] Time:[0.041/0.019] Loss:[0.001/0.001] AdvLoss:[0.004/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 93][230|469] Time:[0.039/0.021] Loss:[0.000/0.001] AdvLoss:[0.002/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 93][240|469] Time:[0.042/0.018] Loss:[0.015/0.001] AdvLoss:[0.028/0.005] Acc:[0.992/1.000] AdvAcc:[0.992/0.999] +Epoch:[ 93][250|469] Time:[0.038/0.016] Loss:[0.001/0.001] AdvLoss:[0.006/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 93][260|469] Time:[0.043/0.019] Loss:[0.001/0.002] AdvLoss:[0.006/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 93][270|469] Time:[0.041/0.018] Loss:[0.000/0.002] AdvLoss:[0.002/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 93][280|469] Time:[0.041/0.019] Loss:[0.001/0.002] AdvLoss:[0.002/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 93][290|469] Time:[0.046/0.022] Loss:[0.002/0.002] AdvLoss:[0.007/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 93][300|469] Time:[0.041/0.020] Loss:[0.001/0.002] AdvLoss:[0.005/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 93][310|469] Time:[0.042/0.019] Loss:[0.000/0.002] AdvLoss:[0.002/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 93][320|469] Time:[0.040/0.015] Loss:[0.001/0.002] AdvLoss:[0.002/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 93][330|469] Time:[0.044/0.019] Loss:[0.001/0.001] AdvLoss:[0.003/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 93][340|469] Time:[0.038/0.016] Loss:[0.000/0.001] AdvLoss:[0.002/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 93][350|469] Time:[0.044/0.022] Loss:[0.001/0.001] AdvLoss:[0.006/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 93][360|469] Time:[0.041/0.019] Loss:[0.002/0.002] AdvLoss:[0.008/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 93][370|469] Time:[0.041/0.018] Loss:[0.001/0.002] AdvLoss:[0.003/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 93][380|469] Time:[0.042/0.018] Loss:[0.044/0.002] AdvLoss:[0.051/0.006] Acc:[0.992/1.000] AdvAcc:[0.992/0.999] +Epoch:[ 93][390|469] Time:[0.039/0.015] Loss:[0.001/0.002] AdvLoss:[0.005/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 93][400|469] Time:[0.036/0.017] Loss:[0.001/0.002] AdvLoss:[0.003/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 93][410|469] Time:[0.040/0.020] Loss:[0.001/0.002] AdvLoss:[0.008/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 93][420|469] Time:[0.041/0.019] Loss:[0.002/0.002] AdvLoss:[0.010/0.006] Acc:[1.000/1.000] AdvAcc:[0.992/0.999] +Epoch:[ 93][430|469] Time:[0.043/0.019] Loss:[0.001/0.002] AdvLoss:[0.004/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 93][440|469] Time:[0.037/0.016] Loss:[0.001/0.002] AdvLoss:[0.005/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 93][450|469] Time:[0.037/0.017] Loss:[0.001/0.002] AdvLoss:[0.005/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 93][460|469] Time:[0.042/0.020] Loss:[0.001/0.002] AdvLoss:[0.003/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 94][ 10|469] Time:[0.041/0.019] Loss:[0.001/0.001] AdvLoss:[0.003/0.004] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 94][ 20|469] Time:[0.043/0.019] Loss:[0.002/0.001] AdvLoss:[0.008/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 94][ 30|469] Time:[0.040/0.015] Loss:[0.001/0.001] AdvLoss:[0.006/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 94][ 40|469] Time:[0.039/0.015] Loss:[0.001/0.001] AdvLoss:[0.003/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 94][ 50|469] Time:[0.041/0.019] Loss:[0.001/0.001] AdvLoss:[0.005/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 94][ 60|469] Time:[0.043/0.018] Loss:[0.000/0.001] AdvLoss:[0.002/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 94][ 70|469] Time:[0.039/0.014] Loss:[0.002/0.001] AdvLoss:[0.006/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 94][ 80|469] Time:[0.038/0.015] Loss:[0.002/0.001] AdvLoss:[0.005/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 94][ 90|469] Time:[0.042/0.019] Loss:[0.000/0.001] AdvLoss:[0.002/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 94][100|469] Time:[0.041/0.018] Loss:[0.001/0.001] AdvLoss:[0.003/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 94][110|469] Time:[0.040/0.015] Loss:[0.002/0.001] AdvLoss:[0.006/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 94][120|469] Time:[0.039/0.019] Loss:[0.002/0.001] AdvLoss:[0.005/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 94][130|469] Time:[0.042/0.018] Loss:[0.001/0.001] AdvLoss:[0.003/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 94][140|469] Time:[0.037/0.015] Loss:[0.001/0.001] AdvLoss:[0.003/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 94][150|469] Time:[0.044/0.020] Loss:[0.002/0.001] AdvLoss:[0.008/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 94][160|469] Time:[0.040/0.015] Loss:[0.001/0.001] AdvLoss:[0.007/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 94][170|469] Time:[0.037/0.016] Loss:[0.008/0.001] AdvLoss:[0.020/0.005] Acc:[0.992/1.000] AdvAcc:[0.992/1.000] +Epoch:[ 94][180|469] Time:[0.041/0.019] Loss:[0.001/0.001] AdvLoss:[0.004/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 94][190|469] Time:[0.042/0.018] Loss:[0.001/0.001] AdvLoss:[0.003/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 94][200|469] Time:[0.042/0.020] Loss:[0.001/0.001] AdvLoss:[0.003/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 94][210|469] Time:[0.040/0.018] Loss:[0.000/0.001] AdvLoss:[0.001/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 94][220|469] Time:[0.039/0.016] Loss:[0.001/0.001] AdvLoss:[0.004/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 94][230|469] Time:[0.041/0.019] Loss:[0.001/0.001] AdvLoss:[0.002/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 94][240|469] Time:[0.041/0.018] Loss:[0.001/0.001] AdvLoss:[0.003/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 94][250|469] Time:[0.041/0.020] Loss:[0.000/0.001] AdvLoss:[0.002/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 94][260|469] Time:[0.042/0.019] Loss:[0.001/0.001] AdvLoss:[0.005/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 94][270|469] Time:[0.040/0.018] Loss:[0.002/0.001] AdvLoss:[0.010/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 94][280|469] Time:[0.034/0.015] Loss:[0.006/0.001] AdvLoss:[0.011/0.006] Acc:[0.992/1.000] AdvAcc:[0.992/1.000] +Epoch:[ 94][290|469] Time:[0.041/0.021] Loss:[0.001/0.001] AdvLoss:[0.003/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 94][300|469] Time:[0.038/0.018] Loss:[0.001/0.002] AdvLoss:[0.007/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 94][310|469] Time:[0.041/0.018] Loss:[0.001/0.002] AdvLoss:[0.006/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 94][320|469] Time:[0.042/0.018] Loss:[0.002/0.002] AdvLoss:[0.006/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 94][330|469] Time:[0.044/0.020] Loss:[0.002/0.002] AdvLoss:[0.008/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 94][340|469] Time:[0.042/0.019] Loss:[0.003/0.002] AdvLoss:[0.011/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 94][350|469] Time:[0.038/0.016] Loss:[0.001/0.002] AdvLoss:[0.006/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 94][360|469] Time:[0.039/0.016] Loss:[0.001/0.002] AdvLoss:[0.006/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 94][370|469] Time:[0.042/0.019] Loss:[0.001/0.002] AdvLoss:[0.005/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 94][380|469] Time:[0.041/0.018] Loss:[0.001/0.002] AdvLoss:[0.004/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 94][390|469] Time:[0.041/0.016] Loss:[0.001/0.002] AdvLoss:[0.003/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 94][400|469] Time:[0.043/0.018] Loss:[0.001/0.002] AdvLoss:[0.004/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 94][410|469] Time:[0.039/0.015] Loss:[0.000/0.002] AdvLoss:[0.003/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 94][420|469] Time:[0.037/0.017] Loss:[0.001/0.002] AdvLoss:[0.005/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 94][430|469] Time:[0.042/0.019] Loss:[0.001/0.002] AdvLoss:[0.006/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 94][440|469] Time:[0.040/0.017] Loss:[0.001/0.002] AdvLoss:[0.004/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 94][450|469] Time:[0.063/0.029] Loss:[0.001/0.002] AdvLoss:[0.002/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 94][460|469] Time:[0.043/0.018] Loss:[0.001/0.002] AdvLoss:[0.005/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +epoch 94 evaluated +natural accuracy: 0.9952 +adversarial accuracy: 0.9898 +Epoch:[ 95][ 10|469] Time:[0.040/0.015] Loss:[0.001/0.001] AdvLoss:[0.004/0.004] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 95][ 20|469] Time:[0.042/0.018] Loss:[0.003/0.001] AdvLoss:[0.012/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 95][ 30|469] Time:[0.039/0.016] Loss:[0.002/0.001] AdvLoss:[0.008/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 95][ 40|469] Time:[0.042/0.018] Loss:[0.005/0.002] AdvLoss:[0.016/0.005] Acc:[1.000/1.000] AdvAcc:[0.992/1.000] +Epoch:[ 95][ 50|469] Time:[0.040/0.018] Loss:[0.004/0.002] AdvLoss:[0.010/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 95][ 60|469] Time:[0.041/0.018] Loss:[0.000/0.002] AdvLoss:[0.002/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 95][ 70|469] Time:[0.042/0.017] Loss:[0.001/0.002] AdvLoss:[0.005/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 95][ 80|469] Time:[0.038/0.016] Loss:[0.000/0.001] AdvLoss:[0.002/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 95][ 90|469] Time:[0.041/0.018] Loss:[0.001/0.001] AdvLoss:[0.002/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 95][100|469] Time:[0.039/0.018] Loss:[0.000/0.001] AdvLoss:[0.002/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 95][110|469] Time:[0.042/0.018] Loss:[0.001/0.001] AdvLoss:[0.007/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 95][120|469] Time:[0.041/0.019] Loss:[0.001/0.001] AdvLoss:[0.004/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 95][130|469] Time:[0.045/0.019] Loss:[0.001/0.001] AdvLoss:[0.006/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 95][140|469] Time:[0.043/0.018] Loss:[0.000/0.001] AdvLoss:[0.002/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 95][150|469] Time:[0.045/0.020] Loss:[0.001/0.001] AdvLoss:[0.003/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 95][160|469] Time:[0.043/0.018] Loss:[0.001/0.001] AdvLoss:[0.005/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 95][170|469] Time:[0.039/0.019] Loss:[0.003/0.001] AdvLoss:[0.009/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 95][180|469] Time:[0.041/0.018] Loss:[0.001/0.001] AdvLoss:[0.006/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 95][190|469] Time:[0.039/0.016] Loss:[0.001/0.001] 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Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 95][280|469] Time:[0.039/0.015] Loss:[0.001/0.001] AdvLoss:[0.003/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 95][290|469] Time:[0.042/0.018] Loss:[0.002/0.001] AdvLoss:[0.007/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 95][300|469] Time:[0.038/0.015] Loss:[0.000/0.001] AdvLoss:[0.002/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 95][310|469] Time:[0.042/0.019] Loss:[0.001/0.001] AdvLoss:[0.003/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 95][320|469] Time:[0.044/0.018] Loss:[0.001/0.001] AdvLoss:[0.008/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 95][330|469] Time:[0.041/0.019] Loss:[0.001/0.001] AdvLoss:[0.005/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 95][340|469] Time:[0.039/0.018] Loss:[0.001/0.001] AdvLoss:[0.005/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 95][350|469] Time:[0.039/0.017] Loss:[0.001/0.001] AdvLoss:[0.004/0.005] Acc:[1.000/1.000] 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Loss:[0.001/0.001] AdvLoss:[0.003/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 97][430|469] Time:[0.037/0.014] Loss:[0.000/0.001] AdvLoss:[0.001/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 97][440|469] Time:[0.042/0.018] Loss:[0.003/0.001] AdvLoss:[0.011/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 97][450|469] Time:[0.043/0.019] Loss:[0.000/0.001] AdvLoss:[0.002/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 97][460|469] Time:[0.042/0.018] Loss:[0.002/0.001] AdvLoss:[0.012/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 98][ 10|469] Time:[0.041/0.019] Loss:[0.000/0.000] AdvLoss:[0.001/0.004] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 98][ 20|469] Time:[0.040/0.015] Loss:[0.001/0.001] AdvLoss:[0.004/0.004] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 98][ 30|469] Time:[0.042/0.020] Loss:[0.001/0.001] AdvLoss:[0.004/0.004] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 98][ 40|469] Time:[0.037/0.015] Loss:[0.000/0.001] AdvLoss:[0.002/0.004] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 98][ 50|469] Time:[0.041/0.018] Loss:[0.002/0.001] AdvLoss:[0.006/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 98][ 60|469] Time:[0.039/0.015] Loss:[0.001/0.001] AdvLoss:[0.002/0.004] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 98][ 70|469] Time:[0.038/0.015] Loss:[0.000/0.001] AdvLoss:[0.002/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 98][ 80|469] Time:[0.049/0.021] Loss:[0.001/0.001] AdvLoss:[0.007/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 98][ 90|469] Time:[0.041/0.018] Loss:[0.001/0.001] AdvLoss:[0.003/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 98][100|469] Time:[0.041/0.018] Loss:[0.001/0.001] AdvLoss:[0.003/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 98][110|469] Time:[0.042/0.018] Loss:[0.001/0.001] AdvLoss:[0.005/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 98][120|469] Time:[0.038/0.016] Loss:[0.000/0.001] AdvLoss:[0.002/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 98][130|469] Time:[0.040/0.015] Loss:[0.001/0.001] AdvLoss:[0.004/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 98][140|469] Time:[0.043/0.018] Loss:[0.008/0.001] AdvLoss:[0.021/0.005] Acc:[0.992/1.000] AdvAcc:[0.992/1.000] +Epoch:[ 98][150|469] Time:[0.041/0.018] Loss:[0.000/0.001] AdvLoss:[0.002/0.005] Acc:[1.000/0.999] AdvAcc:[1.000/1.000] +Epoch:[ 98][160|469] Time:[0.042/0.020] Loss:[0.000/0.001] AdvLoss:[0.002/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 98][170|469] Time:[0.039/0.015] Loss:[0.002/0.001] AdvLoss:[0.008/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 98][180|469] Time:[0.039/0.019] Loss:[0.001/0.001] AdvLoss:[0.003/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 98][190|469] Time:[0.058/0.033] Loss:[0.003/0.001] AdvLoss:[0.009/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 98][200|469] Time:[0.040/0.018] Loss:[0.002/0.001] AdvLoss:[0.008/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 98][210|469] Time:[0.039/0.015] Loss:[0.001/0.001] AdvLoss:[0.003/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 98][220|469] Time:[0.042/0.018] Loss:[0.002/0.001] AdvLoss:[0.007/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 98][230|469] Time:[0.040/0.017] Loss:[0.002/0.001] AdvLoss:[0.007/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 98][240|469] Time:[0.039/0.017] Loss:[0.006/0.001] AdvLoss:[0.014/0.006] Acc:[1.000/1.000] AdvAcc:[0.992/1.000] +Epoch:[ 98][250|469] Time:[0.041/0.019] Loss:[0.001/0.001] AdvLoss:[0.004/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 98][260|469] Time:[0.043/0.019] Loss:[0.001/0.001] AdvLoss:[0.008/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 98][270|469] Time:[0.043/0.019] Loss:[0.001/0.001] AdvLoss:[0.004/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 98][280|469] Time:[0.039/0.017] Loss:[0.000/0.001] AdvLoss:[0.002/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 98][290|469] Time:[0.039/0.016] Loss:[0.001/0.001] AdvLoss:[0.006/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 98][300|469] Time:[0.043/0.019] Loss:[0.001/0.001] AdvLoss:[0.005/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 98][310|469] Time:[0.041/0.020] Loss:[0.001/0.001] AdvLoss:[0.004/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 98][320|469] Time:[0.039/0.018] Loss:[0.000/0.001] AdvLoss:[0.002/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 98][330|469] Time:[0.044/0.019] Loss:[0.021/0.002] AdvLoss:[0.029/0.006] Acc:[0.992/1.000] AdvAcc:[0.992/1.000] +Epoch:[ 98][340|469] Time:[0.043/0.019] Loss:[0.001/0.002] AdvLoss:[0.003/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 98][350|469] Time:[0.041/0.018] Loss:[0.001/0.002] AdvLoss:[0.003/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 98][360|469] Time:[0.042/0.018] Loss:[0.003/0.002] AdvLoss:[0.011/0.006] Acc:[1.000/1.000] AdvAcc:[0.992/0.999] +Epoch:[ 98][370|469] Time:[0.039/0.015] Loss:[0.001/0.002] AdvLoss:[0.005/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 98][380|469] Time:[0.042/0.017] Loss:[0.001/0.002] AdvLoss:[0.004/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 98][390|469] Time:[0.039/0.018] Loss:[0.001/0.002] AdvLoss:[0.003/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 98][400|469] Time:[0.041/0.018] Loss:[0.000/0.002] AdvLoss:[0.000/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 98][410|469] Time:[0.042/0.018] Loss:[0.001/0.002] AdvLoss:[0.004/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 98][420|469] Time:[0.044/0.018] Loss:[0.004/0.002] AdvLoss:[0.013/0.006] Acc:[1.000/1.000] AdvAcc:[0.992/0.999] +Epoch:[ 98][430|469] Time:[0.039/0.016] Loss:[0.001/0.002] AdvLoss:[0.005/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 98][440|469] Time:[0.042/0.018] Loss:[0.000/0.002] AdvLoss:[0.001/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 98][450|469] Time:[0.041/0.019] Loss:[0.004/0.002] AdvLoss:[0.017/0.006] Acc:[1.000/1.000] AdvAcc:[0.992/0.999] +Epoch:[ 98][460|469] Time:[0.044/0.019] Loss:[0.002/0.002] AdvLoss:[0.008/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 99][ 10|469] Time:[0.042/0.019] Loss:[0.001/0.001] AdvLoss:[0.005/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 99][ 20|469] Time:[0.042/0.018] Loss:[0.000/0.001] AdvLoss:[0.002/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 99][ 30|469] Time:[0.041/0.019] Loss:[0.002/0.001] AdvLoss:[0.006/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 99][ 40|469] Time:[0.039/0.018] Loss:[0.000/0.001] AdvLoss:[0.001/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 99][ 50|469] Time:[0.036/0.017] Loss:[0.001/0.001] AdvLoss:[0.003/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 99][ 60|469] Time:[0.039/0.015] Loss:[0.001/0.001] AdvLoss:[0.006/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 99][ 70|469] Time:[0.040/0.018] Loss:[0.001/0.001] AdvLoss:[0.003/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 99][ 80|469] Time:[0.039/0.018] Loss:[0.002/0.001] AdvLoss:[0.006/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 99][ 90|469] Time:[0.042/0.018] Loss:[0.001/0.001] AdvLoss:[0.005/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 99][100|469] Time:[0.040/0.016] Loss:[0.002/0.001] AdvLoss:[0.008/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 99][110|469] Time:[0.042/0.018] Loss:[0.001/0.001] AdvLoss:[0.003/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 99][120|469] Time:[0.039/0.015] Loss:[0.000/0.001] AdvLoss:[0.001/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 99][130|469] Time:[0.043/0.017] Loss:[0.002/0.001] AdvLoss:[0.007/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 99][140|469] Time:[0.042/0.016] Loss:[0.000/0.001] AdvLoss:[0.001/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 99][150|469] Time:[0.041/0.020] Loss:[0.001/0.001] AdvLoss:[0.004/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 99][160|469] Time:[0.036/0.015] Loss:[0.001/0.001] AdvLoss:[0.002/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 99][170|469] Time:[0.043/0.018] Loss:[0.002/0.001] AdvLoss:[0.006/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 99][180|469] Time:[0.043/0.019] Loss:[0.001/0.001] AdvLoss:[0.003/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 99][190|469] Time:[0.043/0.018] Loss:[0.001/0.001] AdvLoss:[0.006/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 99][200|469] Time:[0.041/0.017] Loss:[0.000/0.001] AdvLoss:[0.002/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 99][210|469] Time:[0.042/0.019] Loss:[0.000/0.001] AdvLoss:[0.002/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 99][220|469] Time:[0.043/0.016] Loss:[0.001/0.001] AdvLoss:[0.006/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/1.000] +Epoch:[ 99][230|469] Time:[0.038/0.015] Loss:[0.001/0.001] AdvLoss:[0.005/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 99][240|469] Time:[0.042/0.019] Loss:[0.001/0.001] AdvLoss:[0.007/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 99][250|469] Time:[0.041/0.018] Loss:[0.001/0.001] AdvLoss:[0.006/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 99][260|469] Time:[0.043/0.018] Loss:[0.003/0.001] AdvLoss:[0.011/0.006] Acc:[1.000/1.000] AdvAcc:[0.992/0.999] +Epoch:[ 99][270|469] Time:[0.040/0.016] Loss:[0.001/0.001] AdvLoss:[0.005/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 99][280|469] Time:[0.040/0.019] Loss:[0.001/0.001] AdvLoss:[0.005/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 99][290|469] Time:[0.041/0.018] Loss:[0.000/0.001] AdvLoss:[0.001/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 99][300|469] Time:[0.039/0.016] Loss:[0.000/0.001] AdvLoss:[0.002/0.005] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 99][310|469] Time:[0.044/0.019] Loss:[0.002/0.001] AdvLoss:[0.009/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 99][320|469] Time:[0.037/0.016] Loss:[0.001/0.001] AdvLoss:[0.003/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 99][330|469] Time:[0.042/0.020] Loss:[0.002/0.001] AdvLoss:[0.005/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 99][340|469] Time:[0.038/0.016] Loss:[0.007/0.001] AdvLoss:[0.017/0.006] Acc:[1.000/1.000] AdvAcc:[0.992/0.999] +Epoch:[ 99][350|469] Time:[0.042/0.021] Loss:[0.001/0.001] AdvLoss:[0.004/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 99][360|469] Time:[0.041/0.018] Loss:[0.001/0.001] AdvLoss:[0.005/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 99][370|469] Time:[0.041/0.019] Loss:[0.001/0.001] AdvLoss:[0.005/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 99][380|469] Time:[0.042/0.019] Loss:[0.001/0.001] AdvLoss:[0.003/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 99][390|469] Time:[0.044/0.019] Loss:[0.002/0.001] AdvLoss:[0.007/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 99][400|469] Time:[0.040/0.019] Loss:[0.002/0.001] AdvLoss:[0.008/0.006] Acc:[1.000/1.000] AdvAcc:[0.992/0.999] +Epoch:[ 99][410|469] Time:[0.040/0.014] Loss:[0.001/0.001] AdvLoss:[0.005/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 99][420|469] Time:[0.039/0.017] Loss:[0.001/0.001] AdvLoss:[0.005/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 99][430|469] Time:[0.039/0.016] Loss:[0.001/0.001] AdvLoss:[0.002/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 99][440|469] Time:[0.043/0.019] Loss:[0.001/0.001] AdvLoss:[0.005/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 99][450|469] Time:[0.043/0.019] Loss:[0.002/0.001] AdvLoss:[0.006/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +Epoch:[ 99][460|469] Time:[0.042/0.020] Loss:[0.001/0.001] AdvLoss:[0.006/0.006] Acc:[1.000/1.000] AdvAcc:[1.000/0.999] +epoch 99 evaluated +natural accuracy: 0.9951 +adversarial accuracy: 0.9895