Epoch 1 | Batch 0/391 | Loss: 2.3033 | Acc: 7.81%
Epoch 1 | Batch 20/391 | Loss: 2.2986 | Acc: 13.32%
Epoch 1 | Batch 40/391 | Loss: 2.2659 | Acc: 14.12%
Epoch 1 | Batch 60/391 | Loss: 2.2340 | Acc: 15.14%
Epoch 1 | Batch 80/391 | Loss: 2.1512 | Acc: 15.90%
Epoch 1 | Batch 100/391 | Loss: 2.0120 | Acc: 16.73%
Epoch 1 | Batch 120/391 | Loss: 2.0442 | Acc: 17.81%
Epoch 1 | Batch 140/391 | Loss: 2.0965 | Acc: 18.67%
Epoch 1 | Batch 160/391 | Loss: 2.0098 | Acc: 19.55%
Epoch 1 | Batch 180/391 | Loss: 1.8837 | Acc: 20.28%
Epoch 1 | Batch 200/391 | Loss: 1.9583 | Acc: 20.97%
Epoch 1 | Batch 220/391 | Loss: 1.9071 | Acc: 21.55%
Epoch 1 | Batch 240/391 | Loss: 1.9298 | Acc: 22.15%
Epoch 1 | Batch 260/391 | Loss: 1.9155 | Acc: 22.72%
Epoch 1 | Batch 280/391 | Loss: 1.8666 | Acc: 23.28%
Epoch 1 | Batch 300/391 | Loss: 1.7471 | Acc: 23.87%
Epoch 1 | Batch 320/391 | Loss: 1.7417 | Acc: 24.32%
Epoch 1 | Batch 340/391 | Loss: 1.6569 | Acc: 24.94%
Epoch 1 | Batch 360/391 | Loss: 1.7447 | Acc: 25.48%
Epoch 1 | Batch 380/391 | Loss: 1.6584 | Acc: 26.06%
Epoch 2 | Batch 0/391 | Loss: 1.6888 | Acc: 38.28%
Epoch 2 | Batch 20/391 | Loss: 1.8236 | Acc: 36.16%
Epoch 2 | Batch 40/391 | Loss: 1.6827 | Acc: 36.83%
Epoch 2 | Batch 60/391 | Loss: 1.6490 | Acc: 37.00%
Epoch 2 | Batch 80/391 | Loss: 1.6957 | Acc: 37.40%
Epoch 2 | Batch 100/391 | Loss: 1.5218 | Acc: 37.70%
Epoch 2 | Batch 120/391 | Loss: 1.6071 | Acc: 38.13%
Epoch 2 | Batch 140/391 | Loss: 1.7202 | Acc: 38.40%
Epoch 2 | Batch 160/391 | Loss: 1.5839 | Acc: 38.74%
Epoch 2 | Batch 180/391 | Loss: 1.6615 | Acc: 39.07%
Epoch 2 | Batch 200/391 | Loss: 1.5771 | Acc: 39.26%
Epoch 2 | Batch 220/391 | Loss: 1.4854 | Acc: 39.63%
Epoch 2 | Batch 240/391 | Loss: 1.6098 | Acc: 39.81%
Epoch 2 | Batch 260/391 | Loss: 1.6376 | Acc: 39.92%
Epoch 2 | Batch 280/391 | Loss: 1.6404 | Acc: 40.16%
Epoch 2 | Batch 300/391 | Loss: 1.5779 | Acc: 40.45%
Epoch 2 | Batch 320/391 | Loss: 1.5437 | Acc: 40.63%
Epoch 2 | Batch 340/391 | Loss: 1.4750 | Acc: 40.83%
Epoch 2 | Batch 360/391 | Loss: 1.4758 | Acc: 41.02%
Epoch 2 | Batch 380/391 | Loss: 1.4387 | Acc: 41.13%
Epoch 3 | Batch 0/391 | Loss: 1.5954 | Acc: 42.97%
Epoch 3 | Batch 20/391 | Loss: 1.5328 | Acc: 43.53%
Epoch 3 | Batch 40/391 | Loss: 1.5678 | Acc: 44.53%
Epoch 3 | Batch 60/391 | Loss: 1.5368 | Acc: 44.70%
Epoch 3 | Batch 80/391 | Loss: 1.3930 | Acc: 45.30%
Epoch 3 | Batch 100/391 | Loss: 1.6137 | Acc: 45.85%
Epoch 3 | Batch 120/391 | Loss: 1.6468 | Acc: 45.81%
Epoch 3 | Batch 140/391 | Loss: 1.3393 | Acc: 46.03%
Epoch 3 | Batch 160/391 | Loss: 1.4088 | Acc: 46.02%
Epoch 3 | Batch 180/391 | Loss: 1.4900 | Acc: 45.90%
Epoch 3 | Batch 200/391 | Loss: 1.3570 | Acc: 46.02%
Epoch 3 | Batch 220/391 | Loss: 1.4147 | Acc: 46.08%
Epoch 3 | Batch 240/391 | Loss: 1.5277 | Acc: 46.08%
Epoch 3 | Batch 260/391 | Loss: 1.4619 | Acc: 46.17%
Epoch 3 | Batch 280/391 | Loss: 1.3960 | Acc: 46.36%
Epoch 3 | Batch 300/391 | Loss: 1.4093 | Acc: 46.49%
Epoch 3 | Batch 320/391 | Loss: 1.3171 | Acc: 46.62%
Epoch 3 | Batch 340/391 | Loss: 1.4681 | Acc: 46.70%
Epoch 3 | Batch 360/391 | Loss: 1.5034 | Acc: 46.79%
Epoch 3 | Batch 380/391 | Loss: 1.5420 | Acc: 46.91%
Epoch 4 | Batch 0/391 | Loss: 1.4500 | Acc: 50.78%
Epoch 4 | Batch 20/391 | Loss: 1.4282 | Acc: 47.06%
Epoch 4 | Batch 40/391 | Loss: 1.4660 | Acc: 47.73%
Epoch 4 | Batch 60/391 | Loss: 1.3256 | Acc: 48.71%
Epoch 4 | Batch 80/391 | Loss: 1.3710 | Acc: 49.01%
Epoch 4 | Batch 100/391 | Loss: 1.4869 | Acc: 49.02%
Epoch 4 | Batch 120/391 | Loss: 1.3037 | Acc: 49.21%
Epoch 4 | Batch 140/391 | Loss: 1.2815 | Acc: 49.47%
Epoch 4 | Batch 160/391 | Loss: 1.4035 | Acc: 49.82%
Epoch 4 | Batch 180/391 | Loss: 1.2337 | Acc: 50.00%
Epoch 4 | Batch 200/391 | Loss: 1.2656 | Acc: 50.13%
Epoch 4 | Batch 220/391 | Loss: 1.3768 | Acc: 50.26%
Epoch 4 | Batch 240/391 | Loss: 1.4087 | Acc: 50.19%
Epoch 4 | Batch 260/391 | Loss: 1.2469 | Acc: 50.21%
Epoch 4 | Batch 280/391 | Loss: 1.1956 | Acc: 50.30%
Epoch 4 | Batch 300/391 | Loss: 1.4058 | Acc: 50.39%
Epoch 4 | Batch 320/391 | Loss: 1.3323 | Acc: 50.43%
Epoch 4 | Batch 340/391 | Loss: 1.3422 | Acc: 50.54%
Epoch 4 | Batch 360/391 | Loss: 1.3959 | Acc: 50.69%
Epoch 4 | Batch 380/391 | Loss: 1.2388 | Acc: 50.80%
Epoch 5 | Batch 0/391 | Loss: 1.3306 | Acc: 51.56%
Epoch 5 | Batch 20/391 | Loss: 1.2809 | Acc: 53.20%
Epoch 5 | Batch 40/391 | Loss: 1.3081 | Acc: 53.01%
Epoch 5 | Batch 60/391 | Loss: 1.4695 | Acc: 52.89%
Epoch 5 | Batch 80/391 | Loss: 1.3621 | Acc: 52.95%
Epoch 5 | Batch 100/391 | Loss: 1.3122 | Acc: 53.14%
Epoch 5 | Batch 120/391 | Loss: 1.2279 | Acc: 53.40%
Epoch 5 | Batch 140/391 | Loss: 1.3771 | Acc: 53.70%
Epoch 5 | Batch 160/391 | Loss: 1.3794 | Acc: 53.68%
Epoch 5 | Batch 180/391 | Loss: 1.3375 | Acc: 53.88%
Epoch 5 | Batch 200/391 | Loss: 1.4910 | Acc: 53.83%
Epoch 5 | Batch 220/391 | Loss: 1.0949 | Acc: 53.84%
Epoch 5 | Batch 240/391 | Loss: 1.4840 | Acc: 53.82%
Epoch 5 | Batch 260/391 | Loss: 1.3963 | Acc: 53.96%
Epoch 5 | Batch 280/391 | Loss: 1.3181 | Acc: 53.81%
Epoch 5 | Batch 300/391 | Loss: 1.1463 | Acc: 53.94%
Epoch 5 | Batch 320/391 | Loss: 1.3903 | Acc: 53.94%
Epoch 5 | Batch 340/391 | Loss: 1.1063 | Acc: 53.87%
Epoch 5 | Batch 360/391 | Loss: 1.1261 | Acc: 54.02%
Epoch 5 | Batch 380/391 | Loss: 1.2918 | Acc: 54.04%
Epoch 6 | Batch 0/391 | Loss: 1.2135 | Acc: 60.16%
Epoch 6 | Batch 20/391 | Loss: 1.1643 | Acc: 58.33%
Epoch 6 | Batch 40/391 | Loss: 1.2208 | Acc: 56.42%
Epoch 6 | Batch 60/391 | Loss: 1.2234 | Acc: 55.67%
Epoch 6 | Batch 80/391 | Loss: 1.3532 | Acc: 55.71%
Epoch 6 | Batch 100/391 | Loss: 1.1967 | Acc: 55.69%
Epoch 6 | Batch 120/391 | Loss: 1.1227 | Acc: 55.58%
Epoch 6 | Batch 140/391 | Loss: 1.0740 | Acc: 55.97%
Epoch 6 | Batch 160/391 | Loss: 1.4298 | Acc: 55.94%
Epoch 6 | Batch 180/391 | Loss: 1.3515 | Acc: 55.93%
Epoch 6 | Batch 200/391 | Loss: 1.2086 | Acc: 55.78%
Epoch 6 | Batch 220/391 | Loss: 1.1670 | Acc: 55.84%
Epoch 6 | Batch 240/391 | Loss: 1.2139 | Acc: 55.99%
Epoch 6 | Batch 260/391 | Loss: 1.0723 | Acc: 56.06%
Epoch 6 | Batch 280/391 | Loss: 1.2219 | Acc: 56.22%
Epoch 6 | Batch 300/391 | Loss: 1.0975 | Acc: 56.32%
Epoch 6 | Batch 320/391 | Loss: 1.1635 | Acc: 56.34%
Epoch 6 | Batch 340/391 | Loss: 1.2301 | Acc: 56.41%
Epoch 6 | Batch 360/391 | Loss: 1.1829 | Acc: 56.44%
Epoch 6 | Batch 380/391 | Loss: 1.0994 | Acc: 56.58%
Epoch 7 | Batch 0/391 | Loss: 1.1256 | Acc: 59.38%
Epoch 7 | Batch 20/391 | Loss: 1.1704 | Acc: 57.59%
Epoch 7 | Batch 40/391 | Loss: 1.1511 | Acc: 57.62%
Epoch 7 | Batch 60/391 | Loss: 1.0395 | Acc: 58.44%
Epoch 7 | Batch 80/391 | Loss: 1.1284 | Acc: 58.39%
Epoch 7 | Batch 100/391 | Loss: 1.2956 | Acc: 58.52%
Epoch 7 | Batch 120/391 | Loss: 1.0656 | Acc: 58.91%
Epoch 7 | Batch 140/391 | Loss: 1.2759 | Acc: 58.67%
Epoch 7 | Batch 160/391 | Loss: 1.0371 | Acc: 58.71%
Epoch 7 | Batch 180/391 | Loss: 1.1570 | Acc: 58.74%
Epoch 7 | Batch 200/391 | Loss: 1.1622 | Acc: 58.85%
Epoch 7 | Batch 220/391 | Loss: 1.0489 | Acc: 59.05%
Epoch 7 | Batch 240/391 | Loss: 1.1044 | Acc: 59.28%
Epoch 7 | Batch 260/391 | Loss: 1.0593 | Acc: 59.27%
Epoch 7 | Batch 280/391 | Loss: 1.1973 | Acc: 59.32%
Epoch 7 | Batch 300/391 | Loss: 1.2358 | Acc: 59.31%
Epoch 7 | Batch 320/391 | Loss: 1.1152 | Acc: 59.39%
Epoch 7 | Batch 340/391 | Loss: 1.0892 | Acc: 59.41%
Epoch 7 | Batch 360/391 | Loss: 0.9496 | Acc: 59.39%
Epoch 7 | Batch 380/391 | Loss: 1.0699 | Acc: 59.41%
Epoch 8 | Batch 0/391 | Loss: 1.1550 | Acc: 57.81%
Epoch 8 | Batch 20/391 | Loss: 1.0202 | Acc: 59.78%
Epoch 8 | Batch 40/391 | Loss: 1.0795 | Acc: 60.02%
Epoch 8 | Batch 60/391 | Loss: 1.2242 | Acc: 60.68%
Epoch 8 | Batch 80/391 | Loss: 1.1052 | Acc: 60.92%
Epoch 8 | Batch 100/391 | Loss: 0.9798 | Acc: 61.08%
Epoch 8 | Batch 120/391 | Loss: 1.3199 | Acc: 60.93%
Epoch 8 | Batch 140/391 | Loss: 1.0363 | Acc: 61.05%
Epoch 8 | Batch 160/391 | Loss: 0.9937 | Acc: 60.97%
Epoch 8 | Batch 180/391 | Loss: 1.1897 | Acc: 61.08%
Epoch 8 | Batch 200/391 | Loss: 1.0939 | Acc: 61.17%
Epoch 8 | Batch 220/391 | Loss: 1.0485 | Acc: 61.32%
Epoch 8 | Batch 240/391 | Loss: 0.9798 | Acc: 61.35%
Epoch 8 | Batch 260/391 | Loss: 1.0538 | Acc: 61.28%
Epoch 8 | Batch 280/391 | Loss: 1.1721 | Acc: 61.37%
Epoch 8 | Batch 300/391 | Loss: 0.9542 | Acc: 61.53%
Epoch 8 | Batch 320/391 | Loss: 1.1276 | Acc: 61.56%
Epoch 8 | Batch 340/391 | Loss: 1.0068 | Acc: 61.48%
Epoch 8 | Batch 360/391 | Loss: 1.0254 | Acc: 61.44%
Epoch 8 | Batch 380/391 | Loss: 1.0763 | Acc: 61.48%
Epoch 9 | Batch 0/391 | Loss: 1.1214 | Acc: 56.25%
Epoch 9 | Batch 20/391 | Loss: 1.2220 | Acc: 61.38%
Epoch 9 | Batch 40/391 | Loss: 1.0572 | Acc: 62.23%
Epoch 9 | Batch 60/391 | Loss: 1.2364 | Acc: 62.70%
Epoch 9 | Batch 80/391 | Loss: 0.9268 | Acc: 63.41%
Epoch 9 | Batch 100/391 | Loss: 1.1095 | Acc: 63.62%
Epoch 9 | Batch 120/391 | Loss: 1.0477 | Acc: 63.64%
Epoch 9 | Batch 140/391 | Loss: 0.8255 | Acc: 63.58%
Epoch 9 | Batch 160/391 | Loss: 1.1904 | Acc: 63.65%
Epoch 9 | Batch 180/391 | Loss: 1.3020 | Acc: 63.47%
Epoch 9 | Batch 200/391 | Loss: 0.9805 | Acc: 63.50%
Epoch 9 | Batch 220/391 | Loss: 0.9835 | Acc: 63.56%
Epoch 9 | Batch 240/391 | Loss: 1.0094 | Acc: 63.55%
Epoch 9 | Batch 260/391 | Loss: 1.1491 | Acc: 63.48%
Epoch 9 | Batch 280/391 | Loss: 1.1141 | Acc: 63.31%
Epoch 9 | Batch 300/391 | Loss: 1.0796 | Acc: 63.18%
Epoch 9 | Batch 320/391 | Loss: 0.8613 | Acc: 63.15%
Epoch 9 | Batch 340/391 | Loss: 1.0397 | Acc: 63.14%
Epoch 9 | Batch 360/391 | Loss: 0.8871 | Acc: 63.20%
Epoch 9 | Batch 380/391 | Loss: 1.1104 | Acc: 63.19%
Epoch 10 | Batch 0/391 | Loss: 1.1525 | Acc: 60.16%
Epoch 10 | Batch 20/391 | Loss: 1.0041 | Acc: 64.73%
Epoch 10 | Batch 40/391 | Loss: 0.9627 | Acc: 64.27%
Epoch 10 | Batch 60/391 | Loss: 1.1668 | Acc: 64.04%
Epoch 10 | Batch 80/391 | Loss: 0.9503 | Acc: 63.64%
Epoch 10 | Batch 100/391 | Loss: 1.0951 | Acc: 63.96%
Epoch 10 | Batch 120/391 | Loss: 1.0034 | Acc: 64.16%
Epoch 10 | Batch 140/391 | Loss: 1.2529 | Acc: 64.41%
Epoch 10 | Batch 160/391 | Loss: 0.9416 | Acc: 64.47%
Epoch 10 | Batch 180/391 | Loss: 0.9639 | Acc: 64.61%
Epoch 10 | Batch 200/391 | Loss: 1.0658 | Acc: 64.55%
Epoch 10 | Batch 220/391 | Loss: 0.9637 | Acc: 64.52%
Epoch 10 | Batch 240/391 | Loss: 0.9377 | Acc: 64.47%
Epoch 10 | Batch 260/391 | Loss: 1.0671 | Acc: 64.42%
Epoch 10 | Batch 280/391 | Loss: 1.0218 | Acc: 64.39%
Epoch 10 | Batch 300/391 | Loss: 0.8914 | Acc: 64.32%
Epoch 10 | Batch 320/391 | Loss: 1.0917 | Acc: 64.25%
Epoch 10 | Batch 340/391 | Loss: 0.9840 | Acc: 64.28%
Epoch 10 | Batch 360/391 | Loss: 0.8451 | Acc: 64.22%
Epoch 10 | Batch 380/391 | Loss: 1.0035 | Acc: 64.23%
Epoch 11 | Batch 0/391 | Loss: 1.1351 | Acc: 65.62%
Epoch 11 | Batch 20/391 | Loss: 1.1264 | Acc: 64.03%
Epoch 11 | Batch 40/391 | Loss: 0.9561 | Acc: 64.69%
Epoch 11 | Batch 60/391 | Loss: 0.9749 | Acc: 64.82%
Epoch 11 | Batch 80/391 | Loss: 0.8762 | Acc: 65.05%
Epoch 11 | Batch 100/391 | Loss: 1.0084 | Acc: 65.01%
Epoch 11 | Batch 120/391 | Loss: 0.9844 | Acc: 65.15%
Epoch 11 | Batch 140/391 | Loss: 0.9709 | Acc: 65.10%
Epoch 11 | Batch 160/391 | Loss: 0.8274 | Acc: 65.21%
Epoch 11 | Batch 180/391 | Loss: 1.0561 | Acc: 65.18%
Epoch 11 | Batch 200/391 | Loss: 0.9841 | Acc: 65.11%
Epoch 11 | Batch 220/391 | Loss: 0.9210 | Acc: 65.18%
Epoch 11 | Batch 240/391 | Loss: 0.9559 | Acc: 65.16%
Epoch 11 | Batch 260/391 | Loss: 0.8298 | Acc: 65.25%
Epoch 11 | Batch 280/391 | Loss: 0.9187 | Acc: 65.31%
Epoch 11 | Batch 300/391 | Loss: 0.9454 | Acc: 65.27%
Epoch 11 | Batch 320/391 | Loss: 0.8636 | Acc: 65.38%
Epoch 11 | Batch 340/391 | Loss: 0.9324 | Acc: 65.35%
Epoch 11 | Batch 360/391 | Loss: 1.0683 | Acc: 65.32%
Epoch 11 | Batch 380/391 | Loss: 0.9423 | Acc: 65.36%
Epoch 12 | Batch 0/391 | Loss: 1.2841 | Acc: 53.91%
Epoch 12 | Batch 20/391 | Loss: 0.9700 | Acc: 63.43%
Epoch 12 | Batch 40/391 | Loss: 0.8977 | Acc: 65.32%
Epoch 12 | Batch 60/391 | Loss: 0.9233 | Acc: 65.70%
Epoch 12 | Batch 80/391 | Loss: 1.0349 | Acc: 65.35%
Epoch 12 | Batch 100/391 | Loss: 0.9320 | Acc: 65.66%
Epoch 12 | Batch 120/391 | Loss: 0.9066 | Acc: 65.60%
Epoch 12 | Batch 140/391 | Loss: 0.8415 | Acc: 65.91%
Epoch 12 | Batch 160/391 | Loss: 0.7787 | Acc: 66.00%
Epoch 12 | Batch 180/391 | Loss: 1.1268 | Acc: 66.04%
Epoch 12 | Batch 200/391 | Loss: 0.9712 | Acc: 66.08%
Epoch 12 | Batch 220/391 | Loss: 1.0380 | Acc: 66.11%
Epoch 12 | Batch 240/391 | Loss: 1.1177 | Acc: 65.98%
Epoch 12 | Batch 260/391 | Loss: 0.8834 | Acc: 66.10%
Epoch 12 | Batch 280/391 | Loss: 0.8955 | Acc: 66.10%
Epoch 12 | Batch 300/391 | Loss: 1.1373 | Acc: 66.09%
Epoch 12 | Batch 320/391 | Loss: 0.9324 | Acc: 66.12%
Epoch 12 | Batch 340/391 | Loss: 0.9361 | Acc: 66.11%
Epoch 12 | Batch 360/391 | Loss: 0.8473 | Acc: 66.13%
Epoch 12 | Batch 380/391 | Loss: 0.9941 | Acc: 66.18%
Epoch 13 | Batch 0/391 | Loss: 0.8711 | Acc: 71.88%
Epoch 13 | Batch 20/391 | Loss: 1.0788 | Acc: 67.71%
Epoch 13 | Batch 40/391 | Loss: 0.8700 | Acc: 66.46%
Epoch 13 | Batch 60/391 | Loss: 0.7999 | Acc: 66.64%
Epoch 13 | Batch 80/391 | Loss: 0.9269 | Acc: 66.66%
Epoch 13 | Batch 100/391 | Loss: 0.9466 | Acc: 66.99%
Epoch 13 | Batch 120/391 | Loss: 0.8356 | Acc: 67.03%
Epoch 13 | Batch 140/391 | Loss: 0.9482 | Acc: 67.13%
Epoch 13 | Batch 160/391 | Loss: 1.0086 | Acc: 67.12%
Epoch 13 | Batch 180/391 | Loss: 0.7843 | Acc: 67.15%
Epoch 13 | Batch 200/391 | Loss: 0.9241 | Acc: 67.12%
Epoch 13 | Batch 220/391 | Loss: 0.9198 | Acc: 67.01%
Epoch 13 | Batch 240/391 | Loss: 0.9000 | Acc: 67.03%
Epoch 13 | Batch 260/391 | Loss: 0.7666 | Acc: 67.06%
Epoch 13 | Batch 280/391 | Loss: 0.9053 | Acc: 67.14%
Epoch 13 | Batch 300/391 | Loss: 0.9512 | Acc: 67.21%
Epoch 13 | Batch 320/391 | Loss: 0.7974 | Acc: 67.32%
Epoch 13 | Batch 340/391 | Loss: 0.9414 | Acc: 67.27%
Epoch 13 | Batch 360/391 | Loss: 0.8827 | Acc: 67.26%
Epoch 13 | Batch 380/391 | Loss: 0.9124 | Acc: 67.31%
Epoch 14 | Batch 0/391 | Loss: 0.9766 | Acc: 60.16%
Epoch 14 | Batch 20/391 | Loss: 0.8309 | Acc: 66.74%
Epoch 14 | Batch 40/391 | Loss: 0.8197 | Acc: 67.19%
Epoch 14 | Batch 60/391 | Loss: 1.0082 | Acc: 67.64%
Epoch 14 | Batch 80/391 | Loss: 1.0041 | Acc: 67.97%
Epoch 14 | Batch 100/391 | Loss: 0.8014 | Acc: 68.37%
Epoch 14 | Batch 120/391 | Loss: 0.7352 | Acc: 68.36%
Epoch 14 | Batch 140/391 | Loss: 0.9890 | Acc: 68.28%
Epoch 14 | Batch 160/391 | Loss: 0.9518 | Acc: 68.22%
Epoch 14 | Batch 180/391 | Loss: 0.8105 | Acc: 68.11%
Epoch 14 | Batch 200/391 | Loss: 0.6662 | Acc: 68.10%
Epoch 14 | Batch 220/391 | Loss: 0.8979 | Acc: 68.09%
Epoch 14 | Batch 240/391 | Loss: 0.7951 | Acc: 68.14%
Epoch 14 | Batch 260/391 | Loss: 0.8299 | Acc: 68.18%
Epoch 14 | Batch 280/391 | Loss: 0.8688 | Acc: 68.21%
Epoch 14 | Batch 300/391 | Loss: 0.8501 | Acc: 68.04%
Epoch 14 | Batch 320/391 | Loss: 1.0958 | Acc: 67.97%
Epoch 14 | Batch 340/391 | Loss: 1.0555 | Acc: 68.02%
Epoch 14 | Batch 360/391 | Loss: 0.8041 | Acc: 68.05%
Epoch 14 | Batch 380/391 | Loss: 0.7100 | Acc: 68.03%
Epoch 15 | Batch 0/391 | Loss: 0.8279 | Acc: 70.31%
Epoch 15 | Batch 20/391 | Loss: 0.6322 | Acc: 68.64%
Epoch 15 | Batch 40/391 | Loss: 1.1308 | Acc: 68.22%
Epoch 15 | Batch 60/391 | Loss: 1.0273 | Acc: 68.22%
Epoch 15 | Batch 80/391 | Loss: 1.0038 | Acc: 68.36%
Epoch 15 | Batch 100/391 | Loss: 0.8421 | Acc: 68.49%
Epoch 15 | Batch 120/391 | Loss: 0.7987 | Acc: 68.38%
Epoch 15 | Batch 140/391 | Loss: 0.9653 | Acc: 68.51%
Epoch 15 | Batch 160/391 | Loss: 0.9386 | Acc: 68.35%
Epoch 15 | Batch 180/391 | Loss: 1.0727 | Acc: 68.24%
Epoch 15 | Batch 200/391 | Loss: 0.7386 | Acc: 68.37%
Epoch 15 | Batch 220/391 | Loss: 0.7640 | Acc: 68.55%
Epoch 15 | Batch 240/391 | Loss: 0.9685 | Acc: 68.46%
Epoch 15 | Batch 260/391 | Loss: 0.8613 | Acc: 68.55%
Epoch 15 | Batch 280/391 | Loss: 0.8297 | Acc: 68.48%
Epoch 15 | Batch 300/391 | Loss: 0.9172 | Acc: 68.41%
Epoch 15 | Batch 320/391 | Loss: 0.9879 | Acc: 68.42%
Epoch 15 | Batch 340/391 | Loss: 0.9668 | Acc: 68.44%
Epoch 15 | Batch 360/391 | Loss: 0.7583 | Acc: 68.55%
Epoch 15 | Batch 380/391 | Loss: 0.8179 | Acc: 68.65%
Epoch 16 | Batch 0/391 | Loss: 0.6579 | Acc: 80.47%
Epoch 16 | Batch 20/391 | Loss: 0.9661 | Acc: 71.21%
Epoch 16 | Batch 40/391 | Loss: 0.8239 | Acc: 70.24%
Epoch 16 | Batch 60/391 | Loss: 0.7840 | Acc: 69.97%
Epoch 16 | Batch 80/391 | Loss: 0.8534 | Acc: 69.85%
Epoch 16 | Batch 100/391 | Loss: 0.8362 | Acc: 69.93%
Epoch 16 | Batch 120/391 | Loss: 0.9149 | Acc: 69.81%
Epoch 16 | Batch 140/391 | Loss: 0.7151 | Acc: 69.56%
Epoch 16 | Batch 160/391 | Loss: 0.9649 | Acc: 69.42%
Epoch 16 | Batch 180/391 | Loss: 0.9876 | Acc: 69.49%
Epoch 16 | Batch 200/391 | Loss: 0.8737 | Acc: 69.60%
Epoch 16 | Batch 220/391 | Loss: 0.9208 | Acc: 69.60%
Epoch 16 | Batch 240/391 | Loss: 1.0448 | Acc: 69.63%
Epoch 16 | Batch 260/391 | Loss: 0.8889 | Acc: 69.51%
Epoch 16 | Batch 280/391 | Loss: 0.9332 | Acc: 69.56%
Epoch 16 | Batch 300/391 | Loss: 0.9381 | Acc: 69.56%
Epoch 16 | Batch 320/391 | Loss: 0.7456 | Acc: 69.58%
Epoch 16 | Batch 340/391 | Loss: 1.1276 | Acc: 69.41%
Epoch 16 | Batch 360/391 | Loss: 0.9025 | Acc: 69.44%
Epoch 16 | Batch 380/391 | Loss: 1.0333 | Acc: 69.35%
Epoch 17 | Batch 0/391 | Loss: 0.8657 | Acc: 67.19%
Epoch 17 | Batch 20/391 | Loss: 0.8032 | Acc: 70.61%
Epoch 17 | Batch 40/391 | Loss: 0.9800 | Acc: 70.90%
Epoch 17 | Batch 60/391 | Loss: 0.7259 | Acc: 70.57%
Epoch 17 | Batch 80/391 | Loss: 0.7070 | Acc: 70.85%
Epoch 17 | Batch 100/391 | Loss: 0.7224 | Acc: 70.85%
Epoch 17 | Batch 120/391 | Loss: 0.7749 | Acc: 70.96%
Epoch 17 | Batch 140/391 | Loss: 0.8660 | Acc: 70.82%
Epoch 17 | Batch 160/391 | Loss: 0.8805 | Acc: 70.68%
Epoch 17 | Batch 180/391 | Loss: 0.8437 | Acc: 70.53%
Epoch 17 | Batch 200/391 | Loss: 1.0637 | Acc: 70.49%
Epoch 17 | Batch 220/391 | Loss: 1.0332 | Acc: 70.38%
Epoch 17 | Batch 240/391 | Loss: 0.7834 | Acc: 70.46%
Epoch 17 | Batch 260/391 | Loss: 0.9414 | Acc: 70.52%
Epoch 17 | Batch 280/391 | Loss: 0.6043 | Acc: 70.55%
Epoch 17 | Batch 300/391 | Loss: 0.7994 | Acc: 70.52%
Epoch 17 | Batch 320/391 | Loss: 1.0185 | Acc: 70.44%
Epoch 17 | Batch 340/391 | Loss: 0.7687 | Acc: 70.46%
Epoch 17 | Batch 360/391 | Loss: 0.7939 | Acc: 70.40%
Epoch 17 | Batch 380/391 | Loss: 0.8971 | Acc: 70.38%
Epoch 18 | Batch 0/391 | Loss: 0.7261 | Acc: 73.44%
Epoch 18 | Batch 20/391 | Loss: 0.8375 | Acc: 71.35%
Epoch 18 | Batch 40/391 | Loss: 0.9510 | Acc: 70.41%
Epoch 18 | Batch 60/391 | Loss: 0.7664 | Acc: 70.50%
Epoch 18 | Batch 80/391 | Loss: 0.9021 | Acc: 70.76%
Epoch 18 | Batch 100/391 | Loss: 0.7994 | Acc: 70.51%
Epoch 18 | Batch 120/391 | Loss: 0.6991 | Acc: 70.81%
Epoch 18 | Batch 140/391 | Loss: 0.9435 | Acc: 70.73%
Epoch 18 | Batch 160/391 | Loss: 0.8602 | Acc: 70.67%
Epoch 18 | Batch 180/391 | Loss: 0.6946 | Acc: 70.78%
Epoch 18 | Batch 200/391 | Loss: 0.9947 | Acc: 70.61%
Epoch 18 | Batch 220/391 | Loss: 0.8726 | Acc: 70.70%
Epoch 18 | Batch 240/391 | Loss: 0.9562 | Acc: 70.68%
Epoch 18 | Batch 260/391 | Loss: 0.8154 | Acc: 70.79%
Epoch 18 | Batch 280/391 | Loss: 0.9186 | Acc: 70.84%
Epoch 18 | Batch 300/391 | Loss: 0.8597 | Acc: 70.80%
Epoch 18 | Batch 320/391 | Loss: 1.0670 | Acc: 70.84%
Epoch 18 | Batch 340/391 | Loss: 0.8189 | Acc: 70.80%
Epoch 18 | Batch 360/391 | Loss: 0.7783 | Acc: 70.73%
Epoch 18 | Batch 380/391 | Loss: 0.9962 | Acc: 70.73%
Epoch 19 | Batch 0/391 | Loss: 0.8224 | Acc: 70.31%
Epoch 19 | Batch 20/391 | Loss: 0.8321 | Acc: 71.58%
Epoch 19 | Batch 40/391 | Loss: 0.7097 | Acc: 72.90%
Epoch 19 | Batch 60/391 | Loss: 0.6302 | Acc: 72.39%
Epoch 19 | Batch 80/391 | Loss: 0.6939 | Acc: 72.33%
Epoch 19 | Batch 100/391 | Loss: 0.9084 | Acc: 71.68%
Epoch 19 | Batch 120/391 | Loss: 0.9101 | Acc: 71.76%
Epoch 19 | Batch 140/391 | Loss: 0.6612 | Acc: 71.75%
Epoch 19 | Batch 160/391 | Loss: 0.7761 | Acc: 71.71%
Epoch 19 | Batch 180/391 | Loss: 0.9382 | Acc: 71.93%
Epoch 19 | Batch 200/391 | Loss: 0.7626 | Acc: 71.72%
Epoch 19 | Batch 220/391 | Loss: 0.8929 | Acc: 71.72%
Epoch 19 | Batch 240/391 | Loss: 0.9851 | Acc: 71.69%
Epoch 19 | Batch 260/391 | Loss: 0.7808 | Acc: 71.67%
Epoch 19 | Batch 280/391 | Loss: 0.6867 | Acc: 71.74%
Epoch 19 | Batch 300/391 | Loss: 0.8803 | Acc: 71.75%
Epoch 19 | Batch 320/391 | Loss: 0.9210 | Acc: 71.69%
Epoch 19 | Batch 340/391 | Loss: 0.7211 | Acc: 71.67%
Epoch 19 | Batch 360/391 | Loss: 0.7957 | Acc: 71.64%
Epoch 19 | Batch 380/391 | Loss: 0.9300 | Acc: 71.61%
Epoch 20 | Batch 0/391 | Loss: 0.7196 | Acc: 74.22%
Epoch 20 | Batch 20/391 | Loss: 0.6687 | Acc: 73.47%
Epoch 20 | Batch 40/391 | Loss: 0.8924 | Acc: 72.37%
Epoch 20 | Batch 60/391 | Loss: 0.8747 | Acc: 72.28%
Epoch 20 | Batch 80/391 | Loss: 1.0731 | Acc: 72.52%
Epoch 20 | Batch 100/391 | Loss: 0.8699 | Acc: 72.46%
Epoch 20 | Batch 120/391 | Loss: 0.7337 | Acc: 72.17%
Epoch 20 | Batch 140/391 | Loss: 0.8026 | Acc: 72.14%
Epoch 20 | Batch 160/391 | Loss: 0.8326 | Acc: 71.90%
Epoch 20 | Batch 180/391 | Loss: 0.7574 | Acc: 71.94%
Epoch 20 | Batch 200/391 | Loss: 0.7926 | Acc: 72.03%
Epoch 20 | Batch 220/391 | Loss: 0.8163 | Acc: 72.05%
Epoch 20 | Batch 240/391 | Loss: 0.5477 | Acc: 71.98%
Epoch 20 | Batch 260/391 | Loss: 0.8821 | Acc: 71.92%
Epoch 20 | Batch 280/391 | Loss: 0.6881 | Acc: 71.84%
Epoch 20 | Batch 300/391 | Loss: 0.7826 | Acc: 71.78%
Epoch 20 | Batch 320/391 | Loss: 0.8173 | Acc: 71.79%
Epoch 20 | Batch 340/391 | Loss: 0.6929 | Acc: 71.73%
Epoch 20 | Batch 360/391 | Loss: 0.7210 | Acc: 71.74%
Epoch 20 | Batch 380/391 | Loss: 0.6522 | Acc: 71.75%
Epoch 21 | Batch 0/391 | Loss: 0.8780 | Acc: 70.31%
Epoch 21 | Batch 20/391 | Loss: 0.8592 | Acc: 73.07%
Epoch 21 | Batch 40/391 | Loss: 0.8950 | Acc: 73.02%
Epoch 21 | Batch 60/391 | Loss: 0.7513 | Acc: 72.63%
Epoch 21 | Batch 80/391 | Loss: 0.6267 | Acc: 72.69%
Epoch 21 | Batch 100/391 | Loss: 0.8723 | Acc: 72.13%
Epoch 21 | Batch 120/391 | Loss: 0.8249 | Acc: 72.02%
Epoch 21 | Batch 140/391 | Loss: 0.8043 | Acc: 72.15%
Epoch 21 | Batch 160/391 | Loss: 0.8572 | Acc: 72.02%
Epoch 21 | Batch 180/391 | Loss: 0.7359 | Acc: 72.02%
Epoch 21 | Batch 200/391 | Loss: 0.6651 | Acc: 72.13%
Epoch 21 | Batch 220/391 | Loss: 0.8143 | Acc: 72.08%
Epoch 21 | Batch 240/391 | Loss: 0.8761 | Acc: 71.92%
Epoch 21 | Batch 260/391 | Loss: 0.8245 | Acc: 71.91%
Epoch 21 | Batch 280/391 | Loss: 0.7797 | Acc: 71.88%
Epoch 21 | Batch 300/391 | Loss: 0.9472 | Acc: 71.88%
Epoch 21 | Batch 320/391 | Loss: 0.7131 | Acc: 71.80%
Epoch 21 | Batch 340/391 | Loss: 0.7170 | Acc: 71.82%
Epoch 21 | Batch 360/391 | Loss: 0.8129 | Acc: 71.76%
Epoch 21 | Batch 380/391 | Loss: 0.8797 | Acc: 71.74%
Epoch 22 | Batch 0/391 | Loss: 0.9665 | Acc: 68.75%
Epoch 22 | Batch 20/391 | Loss: 0.8184 | Acc: 70.01%
Epoch 22 | Batch 40/391 | Loss: 0.8136 | Acc: 70.62%
Epoch 22 | Batch 60/391 | Loss: 0.8452 | Acc: 70.89%
Epoch 22 | Batch 80/391 | Loss: 0.9297 | Acc: 71.08%
Epoch 22 | Batch 100/391 | Loss: 0.8484 | Acc: 71.21%
Epoch 22 | Batch 120/391 | Loss: 0.5778 | Acc: 71.40%
Epoch 22 | Batch 140/391 | Loss: 0.8305 | Acc: 71.64%
Epoch 22 | Batch 160/391 | Loss: 0.8921 | Acc: 71.88%
Epoch 22 | Batch 180/391 | Loss: 0.8359 | Acc: 71.92%
Epoch 22 | Batch 200/391 | Loss: 0.7985 | Acc: 71.93%
Epoch 22 | Batch 220/391 | Loss: 0.7874 | Acc: 72.02%
Epoch 22 | Batch 240/391 | Loss: 0.6715 | Acc: 72.07%
Epoch 22 | Batch 260/391 | Loss: 0.9226 | Acc: 72.17%
Epoch 22 | Batch 280/391 | Loss: 0.9071 | Acc: 72.14%
Epoch 22 | Batch 300/391 | Loss: 0.8214 | Acc: 72.25%
Epoch 22 | Batch 320/391 | Loss: 0.8584 | Acc: 72.24%
Epoch 22 | Batch 340/391 | Loss: 0.8942 | Acc: 72.21%
Epoch 22 | Batch 360/391 | Loss: 0.9361 | Acc: 72.25%
Epoch 22 | Batch 380/391 | Loss: 1.0482 | Acc: 72.27%
Epoch 23 | Batch 0/391 | Loss: 0.8298 | Acc: 69.53%
Epoch 23 | Batch 20/391 | Loss: 0.6217 | Acc: 73.62%
Epoch 23 | Batch 40/391 | Loss: 0.6972 | Acc: 74.28%
Epoch 23 | Batch 60/391 | Loss: 0.8581 | Acc: 73.74%
Epoch 23 | Batch 80/391 | Loss: 0.8036 | Acc: 73.94%
Epoch 23 | Batch 100/391 | Loss: 0.7272 | Acc: 73.70%
Epoch 23 | Batch 120/391 | Loss: 0.7981 | Acc: 73.37%
Epoch 23 | Batch 140/391 | Loss: 0.8367 | Acc: 73.52%
Epoch 23 | Batch 160/391 | Loss: 0.7277 | Acc: 73.41%
Epoch 23 | Batch 180/391 | Loss: 0.7255 | Acc: 73.14%
Epoch 23 | Batch 200/391 | Loss: 0.7556 | Acc: 73.08%
Epoch 23 | Batch 220/391 | Loss: 0.8089 | Acc: 73.05%
Epoch 23 | Batch 240/391 | Loss: 0.8458 | Acc: 72.97%
Epoch 23 | Batch 260/391 | Loss: 0.8249 | Acc: 72.75%
Epoch 23 | Batch 280/391 | Loss: 0.8350 | Acc: 72.68%
Epoch 23 | Batch 300/391 | Loss: 0.7176 | Acc: 72.78%
Epoch 23 | Batch 320/391 | Loss: 0.5757 | Acc: 72.84%
Epoch 23 | Batch 340/391 | Loss: 0.8415 | Acc: 72.85%
Epoch 23 | Batch 360/391 | Loss: 0.6582 | Acc: 72.83%
Epoch 23 | Batch 380/391 | Loss: 0.7791 | Acc: 72.90%
Epoch 24 | Batch 0/391 | Loss: 0.8113 | Acc: 76.56%
Epoch 24 | Batch 20/391 | Loss: 0.7563 | Acc: 72.62%
Epoch 24 | Batch 40/391 | Loss: 0.7681 | Acc: 72.37%
Epoch 24 | Batch 60/391 | Loss: 0.6611 | Acc: 72.95%
Epoch 24 | Batch 80/391 | Loss: 0.6631 | Acc: 72.96%
Epoch 24 | Batch 100/391 | Loss: 0.7297 | Acc: 72.93%
Epoch 24 | Batch 120/391 | Loss: 0.7224 | Acc: 73.08%
Epoch 24 | Batch 140/391 | Loss: 0.7390 | Acc: 73.12%
Epoch 24 | Batch 160/391 | Loss: 0.8431 | Acc: 73.10%
Epoch 24 | Batch 180/391 | Loss: 0.8094 | Acc: 73.05%
Epoch 24 | Batch 200/391 | Loss: 0.7152 | Acc: 73.24%
Epoch 24 | Batch 220/391 | Loss: 0.8725 | Acc: 73.17%
Epoch 24 | Batch 240/391 | Loss: 0.6200 | Acc: 73.20%
Epoch 24 | Batch 260/391 | Loss: 0.7397 | Acc: 73.09%
Epoch 24 | Batch 280/391 | Loss: 0.7568 | Acc: 72.99%
Epoch 24 | Batch 300/391 | Loss: 0.7173 | Acc: 73.09%
Epoch 24 | Batch 320/391 | Loss: 0.6209 | Acc: 73.13%
Epoch 24 | Batch 340/391 | Loss: 0.6645 | Acc: 73.10%
Epoch 24 | Batch 360/391 | Loss: 0.5519 | Acc: 73.05%
Epoch 24 | Batch 380/391 | Loss: 0.8290 | Acc: 73.08%
Epoch 25 | Batch 0/391 | Loss: 0.8679 | Acc: 73.44%
Epoch 25 | Batch 20/391 | Loss: 0.7523 | Acc: 72.99%
Epoch 25 | Batch 40/391 | Loss: 0.7080 | Acc: 73.02%
Epoch 25 | Batch 60/391 | Loss: 0.8588 | Acc: 72.91%
Epoch 25 | Batch 80/391 | Loss: 0.6546 | Acc: 72.54%
Epoch 25 | Batch 100/391 | Loss: 0.7457 | Acc: 73.10%
Epoch 25 | Batch 120/391 | Loss: 0.7692 | Acc: 73.40%
Epoch 25 | Batch 140/391 | Loss: 0.7553 | Acc: 73.27%
Epoch 25 | Batch 160/391 | Loss: 0.7913 | Acc: 73.18%
Epoch 25 | Batch 180/391 | Loss: 0.5667 | Acc: 73.14%
Epoch 25 | Batch 200/391 | Loss: 0.6569 | Acc: 73.22%
Epoch 25 | Batch 220/391 | Loss: 0.8663 | Acc: 73.24%
Epoch 25 | Batch 240/391 | Loss: 0.8658 | Acc: 73.20%
Epoch 25 | Batch 260/391 | Loss: 0.8089 | Acc: 73.24%
Epoch 25 | Batch 280/391 | Loss: 0.7196 | Acc: 73.39%
Epoch 25 | Batch 300/391 | Loss: 0.8587 | Acc: 73.36%
Epoch 25 | Batch 320/391 | Loss: 0.6131 | Acc: 73.40%
Epoch 25 | Batch 340/391 | Loss: 0.6704 | Acc: 73.37%
Epoch 25 | Batch 360/391 | Loss: 0.8537 | Acc: 73.43%
Epoch 25 | Batch 380/391 | Loss: 0.7050 | Acc: 73.48%
Epoch 26 | Batch 0/391 | Loss: 0.6666 | Acc: 76.56%
Epoch 26 | Batch 20/391 | Loss: 0.9123 | Acc: 73.14%
Epoch 26 | Batch 40/391 | Loss: 0.7972 | Acc: 73.57%
Epoch 26 | Batch 60/391 | Loss: 0.7915 | Acc: 73.92%
Epoch 26 | Batch 80/391 | Loss: 0.6985 | Acc: 73.91%
Epoch 26 | Batch 100/391 | Loss: 0.6365 | Acc: 73.89%
Epoch 26 | Batch 120/391 | Loss: 0.7796 | Acc: 73.77%
Epoch 26 | Batch 140/391 | Loss: 0.7083 | Acc: 73.85%
Epoch 26 | Batch 160/391 | Loss: 0.7061 | Acc: 73.92%
Epoch 26 | Batch 180/391 | Loss: 0.7854 | Acc: 73.94%
Epoch 26 | Batch 200/391 | Loss: 0.7623 | Acc: 73.85%
Epoch 26 | Batch 220/391 | Loss: 0.7434 | Acc: 73.91%
Epoch 26 | Batch 240/391 | Loss: 0.7511 | Acc: 74.01%
Epoch 26 | Batch 260/391 | Loss: 0.6596 | Acc: 74.20%
Epoch 26 | Batch 280/391 | Loss: 0.6250 | Acc: 74.18%
Epoch 26 | Batch 300/391 | Loss: 0.8965 | Acc: 74.22%
Epoch 26 | Batch 320/391 | Loss: 0.7029 | Acc: 74.20%
Epoch 26 | Batch 340/391 | Loss: 0.8185 | Acc: 74.18%
Epoch 26 | Batch 360/391 | Loss: 0.6947 | Acc: 74.12%
Epoch 26 | Batch 380/391 | Loss: 0.8522 | Acc: 74.06%
Epoch 27 | Batch 0/391 | Loss: 0.6738 | Acc: 78.12%
Epoch 27 | Batch 20/391 | Loss: 0.7253 | Acc: 74.67%
Epoch 27 | Batch 40/391 | Loss: 0.6127 | Acc: 74.35%
Epoch 27 | Batch 60/391 | Loss: 0.7660 | Acc: 74.21%
Epoch 27 | Batch 80/391 | Loss: 0.7199 | Acc: 74.34%
Epoch 27 | Batch 100/391 | Loss: 0.6545 | Acc: 74.43%
Epoch 27 | Batch 120/391 | Loss: 0.8678 | Acc: 74.24%
Epoch 27 | Batch 140/391 | Loss: 0.5878 | Acc: 74.20%
Epoch 27 | Batch 160/391 | Loss: 0.8356 | Acc: 74.15%
Epoch 27 | Batch 180/391 | Loss: 0.7399 | Acc: 74.03%
Epoch 27 | Batch 200/391 | Loss: 0.8412 | Acc: 73.98%
Epoch 27 | Batch 220/391 | Loss: 0.8214 | Acc: 74.08%
Epoch 27 | Batch 240/391 | Loss: 0.7024 | Acc: 74.09%
Epoch 27 | Batch 260/391 | Loss: 0.7964 | Acc: 74.06%
Epoch 27 | Batch 280/391 | Loss: 0.8092 | Acc: 74.05%
Epoch 27 | Batch 300/391 | Loss: 0.5897 | Acc: 74.08%
Epoch 27 | Batch 320/391 | Loss: 0.8205 | Acc: 74.02%
