Epoch 1: train_loss=1.66, train_acc=[0.958, 0.57, 0.421, 0.737], valid_loss=1.304, valid_acc=[0.989, 0.901, 0.493, 0.788]
Epoch 2: train_loss=1.19, train_acc=[0.99, 0.9, 0.549, 0.794], valid_loss=0.974, valid_acc=[0.991, 0.905, 0.635, 0.816]
Epoch 3: train_loss=0.896, train_acc=[0.992, 0.904, 0.67, 0.83], valid_loss=0.784, valid_acc=[0.994, 0.914, 0.712, 0.845]
Epoch 4: train_loss=0.773, train_acc=[0.994, 0.913, 0.718, 0.847], valid_loss=0.698, valid_acc=[0.995, 0.925, 0.746, 0.858]
Epoch 5: train_loss=0.697, train_acc=[0.995, 0.923, 0.747, 0.858], valid_loss=0.638, valid_acc=[0.996, 0.935, 0.769, 0.866]
Epoch 6: train_loss=0.643, train_acc=[0.995, 0.934, 0.767, 0.865], valid_loss=0.594, valid_acc=[0.996, 0.945, 0.785, 0.873]
Epoch 7: train_loss=0.602, train_acc=[0.996, 0.942, 0.782, 0.871], valid_loss=0.561, valid_acc=[0.996, 0.95, 0.798, 0.877]
Epoch 8: train_loss=0.569, train_acc=[0.996, 0.946, 0.795, 0.876], valid_loss=0.537, valid_acc=[0.996, 0.955, 0.808, 0.882]
Epoch 9: train_loss=0.541, train_acc=[0.996, 0.95, 0.805, 0.88], valid_loss=0.506, valid_acc=[0.997, 0.958, 0.819, 0.885]
Epoch 10: train_loss=0.517, train_acc=[0.996, 0.953, 0.814, 0.884], valid_loss=0.482, valid_acc=[0.997, 0.961, 0.827, 0.889]
Epoch 11: train_loss=0.496, train_acc=[0.997, 0.956, 0.822, 0.887], valid_loss=0.465, valid_acc=[0.997, 0.963, 0.833, 0.892]
Epoch 12: train_loss=0.477, train_acc=[0.997, 0.958, 0.829, 0.89], valid_loss=0.448, valid_acc=[0.997, 0.965, 0.84, 0.894]
Epoch 13: train_loss=0.46, train_acc=[0.997, 0.96, 0.835, 0.892], valid_loss=0.433, valid_acc=[0.997, 0.966, 0.845, 0.896]
Epoch 14: train_loss=0.447, train_acc=[0.997, 0.962, 0.84, 0.894], valid_loss=0.425, valid_acc=[0.998, 0.967, 0.849, 0.898]
Epoch 15: train_loss=0.434, train_acc=[0.997, 0.963, 0.844, 0.896], valid_loss=0.407, valid_acc=[0.998, 0.968, 0.855, 0.9]