tch 759/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.771, Loss: 0.231 Epoch 2 Batch 760/1077 - Train Accuracy: 0.772, Validation Accuracy: 0.778, Loss: 0.242 Epoch 2 Batch 761/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.762, Loss: 0.260 Epoch 2 Batch 762/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.763, Loss: 0.231 Epoch 2 Batch 763/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.738, Loss: 0.236 Epoch 2 Batch 764/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.747, Loss: 0.256 Epoch 2 Batch 765/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.775, Loss: 0.249 Epoch 2 Batch 766/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.787, Loss: 0.248 Epoch 2 Batch 767/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.793, Loss: 0.244 Epoch 2 Batch 768/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.777, Loss: 0.248 Epoch 2 Batch 769/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.770, Loss: 0.243 Epoch 2 Batch 770/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.781, Loss: 0.241 Epoch 2 Batch 771/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.788, Loss: 0.244 Epoch 2 Batch 772/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.775, Loss: 0.235 Epoch 2 Batch 773/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.775, Loss: 0.232 Epoch 2 Batch 774/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.791, Loss: 0.238 Epoch 2 Batch 775/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.789, Loss: 0.234 Epoch 2 Batch 776/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.774, Loss: 0.228 Epoch 2 Batch 777/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.764, Loss: 0.243 Epoch 2 Batch 778/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.764, Loss: 0.220 Epoch 2 Batch 779/1077 - Train Accuracy: 0.785, Validation Accuracy: 0.783, Loss: 0.244 Epoch 2 Batch 780/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.778, Loss: 0.250 Epoch 2 Batch 781/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.785, Loss: 0.220 Epoch 2 Batch 782/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.780, Loss: 0.238 Epoch 2 Batch 783/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.790, Loss: 0.253 Epoch 2 Batch 784/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.787, Loss: 0.231 Epoch 2 Batch 785/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.798, Loss: 0.220 Epoch 2 Batch 786/1077 - Train Accuracy: 0.761, Validation Accuracy: 0.792, Loss: 0.239 Epoch 2 Batch 787/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.811, Loss: 0.227 Epoch 2 Batch 788/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.779, Loss: 0.228 Epoch 2 Batch 789/1077 - Train Accuracy: 0.785, Validation Accuracy: 0.785, Loss: 0.242 Epoch 2 Batch 790/1077 - Train Accuracy: 0.717, Validation Accuracy: 0.795, Loss: 0.252 Epoch 2 Batch 791/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.799, Loss: 0.249 Epoch 2 Batch 792/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.780, Loss: 0.247 Epoch 2 Batch 793/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.792, Loss: 0.242 Epoch 2 Batch 794/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.801, Loss: 0.238 Epoch 2 Batch 795/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.794, Loss: 0.247 Epoch 2 Batch 796/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.777, Loss: 0.251 Epoch 2 Batch 797/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.790, Loss: 0.236 Epoch 2 Batch 798/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.778, Loss: 0.229 Epoch 2 Batch 799/1077 - Train Accuracy: 0.767, Validation Accuracy: 0.775, Loss: 0.264 Epoch 2 Batch 800/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.753, Loss: 0.248 Epoch 2 Batch 801/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.775, Loss: 0.252 Epoch 2 Batch 802/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.777, Loss: 0.245 Epoch 2 Batch 803/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.765, Loss: 0.241 Epoch 2 Batch 804/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.766, Loss: 0.234 Epoch 2 Batch 805/1077 - Train Accuracy: 0.777, Validation Accuracy: 0.741, Loss: 0.240 Epoch 2 Batch 806/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.755, Loss: 0.257 Epoch 2 Batch 807/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.763, Loss: 0.236 Epoch 2 Batch 808/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.767, Loss: 0.251 Epoch 2 Batch 809/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.763, Loss: 0.274 Epoch 2 Batch 810/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.773, Loss: 0.230 Epoch 2 Batch 811/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.772, Loss: 0.233 Epoch 2 Batch 812/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.782, Loss: 0.251 Epoch 2 Batch 813/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.795, Loss: 0.239 Epoch 2 Batch 814/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.797, Loss: 0.234 Epoch 2 Batch 815/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.794, Loss: 0.237 Epoch 2 Batch 816/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.782, Loss: 0.249 Epoch 2 Batch 817/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.790, Loss: 0.256 Epoch 2 Batch 818/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.777, Loss: 0.240 Epoch 2 Batch 819/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.781, Loss: 0.234 Epoch 2 Batch 820/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.766, Loss: 0.251 Epoch 2 Batch 821/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.768, Loss: 0.232 Epoch 2 Batch 822/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.782, Loss: 0.238 Epoch 2 Batch 823/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.781, Loss: 0.238 Epoch 2 Batch 824/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.788, Loss: 0.232 Epoch 2 Batch 825/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.797, Loss: 0.223 Epoch 2 Batch 826/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.769, Loss: 0.219 Epoch 2 Batch 827/1077 - Train Accuracy: 0.772, Validation Accuracy: 0.764, Loss: 0.244 Epoch 2 Batch 828/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.772, Loss: 0.236 Epoch 2 Batch 829/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.774, Loss: 0.271 Epoch 2 Batch 830/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.774, Loss: 0.241 Epoch 2 Batch 831/1077 - Train Accuracy: 0.752, Validation Accuracy: 0.785, Loss: 0.258 Epoch 2 Batch 832/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.784, Loss: 0.227 Epoch 2 Batch 833/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.794, Loss: 0.252 Epoch 2 Batch 834/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.790, Loss: 0.220 Epoch 2 Batch 835/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.806, Loss: 0.241 Epoch 2 Batch 836/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.805, Loss: 0.239 Epoch 2 Batch 837/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.800, Loss: 0.251 Epoch 2 Batch 838/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.806, Loss: 0.219 Epoch 2 Batch 839/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.801, Loss: 0.218 Epoch 2 Batch 840/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.806, Loss: 0.221 Epoch 2 Batch 841/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.803, Loss: 0.231 Epoch 2 Batch 842/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.787, Loss: 0.219 Epoch 2 Batch 843/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.784, Loss: 0.214 Epoch 2 Batch 844/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.805, Loss: 0.220 Epoch 2 Batch 845/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.809, Loss: 0.215 Epoch 2 Batch 846/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.802, Loss: 0.252 Epoch 2 Batch 847/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.798, Loss: 0.242 Epoch 2 Batch 848/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.792, Loss: 0.222 Epoch 2 Batch 849/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.789, Loss: 0.214 Epoch 2 Batch 850/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.780, Loss: 0.261 Epoch 2 Batch 851/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.782, Loss: 0.232 Epoch 2 Batch 852/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.790, Loss: 0.242 Epoch 2 Batch 853/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.782, Loss: 0.219 Epoch 2 Batch 854/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.779, Loss: 0.241 Epoch 2 Batch 855/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.770, Loss: 0.240 Epoch 2 Batch 856/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.771, Loss: 0.232 Epoch 2 Batch 857/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.781, Loss: 0.217 Epoch 2 Batch 858/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.787, Loss: 0.233 Epoch 2 Batch 859/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.783, Loss: 0.238 Epoch 2 Batch 860/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.786, Loss: 0.232 Epoch 2 Batch 861/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.782, Loss: 0.224 Epoch 2 Batch 862/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.793, Loss: 0.218 Epoch 2 Batch 863/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.781, Loss: 0.215 Epoch 2 Batch 864/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.773, Loss: 0.235 Epoch 2 Batch 865/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.778, Loss: 0.213 Epoch 2 Batch 866/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.772, Loss: 0.242 Epoch 2 Batch 867/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.784, Loss: 0.277 Epoch 2 Batch 868/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.771, Loss: 0.244 Epoch 2 Batch 869/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.797, Loss: 0.233 Epoch 2 Batch 870/1077 - Train Accuracy: 0.758, Validation Accuracy: 0.789, Loss: 0.251 Epoch 2 Batch 871/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.787, Loss: 0.228 Epoch 2 Batch 872/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.782, Loss: 0.251 Epoch 2 Batch 873/1077 - Train Accuracy: 0.759, Validation Accuracy: 0.792, Loss: 0.241 Epoch 2 Batch 874/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.779, Loss: 0.253 Epoch 2 Batch 875/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.780, Loss: 0.252 Epoch 2 Batch 876/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.773, Loss: 0.248 Epoch 2 Batch 877/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.779, Loss: 0.230 Epoch 2 Batch 878/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.791, Loss: 0.228 Epoch 2 Batch 879/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.794, Loss: 0.216 Epoch 2 Batch 880/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.793, Loss: 0.239 Epoch 2 Batch 881/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.788, Loss: 0.244 Epoch 2 Batch 882/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.784, Loss: 0.250 Epoch 2 Batch 883/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.800, Loss: 0.278 Epoch 2 Batch 884/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.785, Loss: 0.237 Epoch 2 Batch 885/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.787, Loss: 0.203 Epoch 2 Batch 886/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.801, Loss: 0.244 Epoch 2 Batch 887/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.806, Loss: 0.241 Epoch 2 Batch 888/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.795, Loss: 0.214 Epoch 2 Batch 889/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.803, Loss: 0.239 Epoch 2 Batch 890/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.781, Loss: 0.219 Epoch 2 Batch 891/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.760, Loss: 0.248 Epoch 2 Batch 892/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.787, Loss: 0.229 Epoch 2 Batch 893/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.793, Loss: 0.250 Epoch 2 Batch 894/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.799, Loss: 0.221 Epoch 2 Batch 895/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.791, Loss: 0.241 Epoch 2 Batch 896/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.779, Loss: 0.246 Epoch 2 Batch 897/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.797, Loss: 0.215 Epoch 2 Batch 898/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.803, Loss: 0.212 Epoch 2 Batch 899/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.792, Loss: 0.233 Epoch 2 Batch 900/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.798, Loss: 0.235 Epoch 2 Batch 901/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.803, Loss: 0.235 Epoch 2 Batch 902/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.798, Loss: 0.237 Epoch 2 Batch 903/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.785, Loss: 0.236 Epoch 2 Batch 904/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.783, Loss: 0.230 Epoch 2 Batch 905/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.779, Loss: 0.214 Epoch 2 Batch 906/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.777, Loss: 0.217 Epoch 2 Batch 907/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.784, Loss: 0.226 Epoch 2 Batch 908/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.776, Loss: 0.230 Epoch 2 Batch 909/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.776, Loss: 0.230 Epoch 2 Batch 910/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.779, Loss: 0.220 Epoch 2 Batch 911/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.789, Loss: 0.215 Epoch 2 Batch 912/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.776, Loss: 0.240 Epoch 2 Batch 913/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.794, Loss: 0.244 Epoch 2 Batch 914/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.800, Loss: 0.236 Epoch 2 Batch 915/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.805, Loss: 0.240 Epoch 2 Batch 916/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.809, Loss: 0.228 Epoch 2 Batch 917/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.809, Loss: 0.215 Epoch 2 Batch 918/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.806, Loss: 0.205 Epoch 2 Batch 919/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.791, Loss: 0.219 Epoch 2 Batch 920/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.783, Loss: 0.231 Epoch 2 Batch 921/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.792, Loss: 0.240 Epoch 2 Batch 922/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.775, Loss: 0.222 Epoch 2 Batch 923/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.774, Loss: 0.236 Epoch 2 Batch 924/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.782, Loss: 0.252 Epoch 2 Batch 925/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.793, Loss: 0.214 Epoch 2 Batch 926/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.787, Loss: 0.227 Epoch 2 Batch 927/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.780, Loss: 0.242 Epoch 2 Batch 928/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.784, Loss: 0.224 Epoch 2 Batch 929/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.788, Loss: 0.232 Epoch 2 Batch 930/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.795, Loss: 0.208 Epoch 2 Batch 931/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.794, Loss: 0.225 Epoch 2 Batch 932/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.792, Loss: 0.233 Epoch 2 Batch 933/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.779, Loss: 0.221 Epoch 2 Batch 934/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.781, Loss: 0.233 Epoch 2 Batch 935/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.774, Loss: 0.224 Epoch 2 Batch 936/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.775, Loss: 0.229 Epoch 2 Batch 937/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.790, Loss: 0.258 Epoch 2 Batch 938/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.782, Loss: 0.235 Epoch 2 Batch 939/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.776, Loss: 0.223 Epoch 2 Batch 940/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.772, Loss: 0.212 Epoch 2 Batch 941/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.777, Loss: 0.211 Epoch 2 Batch 942/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.780, Loss: 0.219 Epoch 2 Batch 943/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.783, Loss: 0.235 Epoch 2 Batch 944/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.777, Loss: 0.227 Epoch 2 Batch 945/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.786, Loss: 0.219 Epoch 2 Batch 946/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.802, Loss: 0.224 Epoch 2 Batch 947/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.795, Loss: 0.239 Epoch 2 Batch 948/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.806, Loss: 0.218 Epoch 2 Batch 949/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.809, Loss: 0.191 Epoch 2 Batch 950/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.806, Loss: 0.209 Epoch 2 Batch 951/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.805, Loss: 0.212 Epoch 2 Batch 952/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.809, Loss: 0.210 Epoch 2 Batch 953/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.812, Loss: 0.230 Epoch 2 Batch 954/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.795, Loss: 0.229 Epoch 2 Batch 955/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.786, Loss: 0.225 Epoch 2 Batch 956/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.781, Loss: 0.227 Epoch 2 Batch 957/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.781, Loss: 0.206 Epoch 2 Batch 958/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.771, Loss: 0.231 Epoch 2 Batch 959/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.772, Loss: 0.210 Epoch 2 Batch 960/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.791, Loss: 0.209 Epoch 2 Batch 961/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.800, Loss: 0.235 Epoch 2 Batch 962/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.804, Loss: 0.222 Epoch 2 Batch 963/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.812, Loss: 0.252 Epoch 2 Batch 964/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.809, Loss: 0.203 Epoch 2 Batch 965/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.790, Loss: 0.234 Epoch 2 Batch 966/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.808, Loss: 0.190 Epoch 2 Batch 967/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.794, Loss: 0.220 Epoch 2 Batch 968/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.793, Loss: 0.234 Epoch 2 Batch 969/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.788, Loss: 0.232 Epoch 2 Batch 970/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.785, Loss: 0.225 Epoch 2 Batch 971/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.798, Loss: 0.218 Epoch 2 Batch 972/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.803, Loss: 0.217 Epoch 2 Batch 973/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.799, Loss: 0.208 Epoch 2 Batch 974/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.794, Loss: 0.216 Epoch 2 Batch 975/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.803, Loss: 0.227 Epoch 2 Batch 976/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.800, Loss: 0.215 Epoch 2 Batch 977/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.810, Loss: 0.199 Epoch 2 Batch 978/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.818, Loss: 0.222 Epoch 2 Batch 979/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.817, Loss: 0.236 Epoch 2 Batch 980/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.798, Loss: 0.234 Epoch 2 Batch 981/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.798, Loss: 0.224 Epoch 2 Batch 982/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.802, Loss: 0.220 Epoch 2 Batch 983/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.818, Loss: 0.228 Epoch 2 Batch 984/1077 - Train Accuracy: 0.776, Validation Accuracy: 0.828, Loss: 0.254 Epoch 2 Batch 985/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.818, Loss: 0.218 Epoch 2 Batch 986/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.811, Loss: 0.232 Epoch 2 Batch 987/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.798, Loss: 0.215 Epoch 2 Batch 988/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.776, Loss: 0.225 Epoch 2 Batch 989/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.784, Loss: 0.238 Epoch 2 Batch 990/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.800, Loss: 0.240 Epoch 2 Batch 991/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.810, Loss: 0.218 Epoch 2 Batch 992/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.809, Loss: 0.219 Epoch 2 Batch 993/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.805, Loss: 0.194 Epoch 2 Batch 994/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.804, Loss: 0.206 Epoch 2 Batch 995/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.796, Loss: 0.208 Epoch 2 Batch 996/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.801, Loss: 0.225 Epoch 2 Batch 997/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.788, Loss: 0.235 Epoch 2 Batch 998/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.792, Loss: 0.219 Epoch 2 Batch 999/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.802, Loss: 0.226 Epoch 2 Batch 1000/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.808, Loss: 0.203 Epoch 2 Batch 1001/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.795, Loss: 0.189 Epoch 2 Batch 1002/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.797, Loss: 0.213 Epoch 2 Batch 1003/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.806, Loss: 0.221 Epoch 2 Batch 1004/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.813, Loss: 0.225 Epoch 2 Batch 1005/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.811, Loss: 0.218 Epoch 2 Batch 1006/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.807, Loss: 0.212 Epoch 2 Batch 1007/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.808, Loss: 0.209 Epoch 2 Batch 1008/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.802, Loss: 0.223 Epoch 2 Batch 1009/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.808, Loss: 0.203 Epoch 2 Batch 1010/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.796, Loss: 0.210 Epoch 2 Batch 1011/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.806, Loss: 0.228 Epoch 2 Batch 1012/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.789, Loss: 0.200 Epoch 2 Batch 1013/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.773, Loss: 0.209 Epoch 2 Batch 1014/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.775, Loss: 0.227 Epoch 2 Batch 1015/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.793, Loss: 0.232 Epoch 2 Batch 1016/1077 - Train Accuracy: 0.753, Validation Accuracy: 0.773, Loss: 0.231 Epoch 2 Batch 1017/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.804, Loss: 0.235 Epoch 2 Batch 1018/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.807, Loss: 0.220 Epoch 2 Batch 1019/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.806, Loss: 0.251 Epoch 2 Batch 1020/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.792, Loss: 0.212 Epoch 2 Batch 1021/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.781, Loss: 0.223 Epoch 2 Batch 1022/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.788, Loss: 0.209 Epoch 2 Batch 1023/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.794, Loss: 0.212 Epoch 2 Batch 1024/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.797, Loss: 0.233 Epoch 2 Batch 1025/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.802, Loss: 0.216 Epoch 2 Batch 1026/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.815, Loss: 0.209 Epoch 2 Batch 1027/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.800, Loss: 0.225 Epoch 2 Batch 1028/1077 - Train Accuracy: 0.788, Validation Accuracy: 0.800, Loss: 0.224 Epoch 2 Batch 1029/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.802, Loss: 0.211 Epoch 2 Batch 1030/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.815, Loss: 0.230 Epoch 2 Batch 1031/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.801, Loss: 0.238 Epoch 2 Batch 1032/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.810, Loss: 0.236 Epoch 2 Batch 1033/1077 - Train Accuracy: 0.776, Validation Accuracy: 0.814, Loss: 0.224 Epoch 2 Batch 1034/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.805, Loss: 0.238 Epoch 2 Batch 1035/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.778, Loss: 0.196 Epoch 2 Batch 1036/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.786, Loss: 0.234 Epoch 2 Batch 1037/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.805, Loss: 0.231 Epoch 2 Batch 1038/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.797, Loss: 0.229 Epoch 2 Batch 1039/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.782, Loss: 0.206 Epoch 2 Batch 1040/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.803, Loss: 0.232 Epoch 2 Batch 1041/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.788, Loss: 0.229 Epoch 2 Batch 1042/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.799, Loss: 0.211 Epoch 2 Batch 1043/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.803, Loss: 0.229 Epoch 2 Batch 1044/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.795, Loss: 0.212 Epoch 2 Batch 1045/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.785, Loss: 0.221 Epoch 2 Batch 1046/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.788, Loss: 0.202 Epoch 2 Batch 1047/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.799, Loss: 0.210 Epoch 2 Batch 1048/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.795, Loss: 0.222 Epoch 2 Batch 1049/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.804, Loss: 0.214 Epoch 2 Batch 1050/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.805, Loss: 0.212 Epoch 2 Batch 1051/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.804, Loss: 0.201 Epoch 2 Batch 1052/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.793, Loss: 0.211 Epoch 2 Batch 1053/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.806, Loss: 0.206 Epoch 2 Batch 1054/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.806, Loss: 0.228 Epoch 2 Batch 1055/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.802, Loss: 0.236 Epoch 2 Batch 1056/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.786, Loss: 0.199 Epoch 2 Batch 1057/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.765, Loss: 0.226 Epoch 2 Batch 1058/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.777, Loss: 0.245 Epoch 2 Batch 1059/1077 - Train Accuracy: 0.764, Validation Accuracy: 0.792, Loss: 0.248 Epoch 2 Batch 1060/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.783, Loss: 0.203 Epoch 2 Batch 1061/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.806, Loss: 0.243 Epoch 2 Batch 1062/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.814, Loss: 0.245 Epoch 2 Batch 1063/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.806, Loss: 0.241 Epoch 2 Batch 1064/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.799, Loss: 0.228 Epoch 2 Batch 1065/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.799, Loss: 0.220 Epoch 2 Batch 1066/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.783, Loss: 0.216 Epoch 2 Batch 1067/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.792, Loss: 0.243 Epoch 2 Batch 1068/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.801, Loss: 0.213 Epoch 2 Batch 1069/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.801, Loss: 0.216 Epoch 2 Batch 1070/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.799, Loss: 0.212 Epoch 2 Batch 1071/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.801, Loss: 0.230 Epoch 2 Batch 1072/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.802, Loss: 0.204 Epoch 2 Batch 1073/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.807, Loss: 0.224 Epoch 2 Batch 1074/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.801, Loss: 0.237 Epoch 2 Batch 1075/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.792, Loss: 0.245 Epoch 3 Batch 0/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.797, Loss: 0.206 Epoch 3 Batch 1/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.787, Loss: 0.205 Epoch 3 Batch 2/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.788, Loss: 0.229 Epoch 3 Batch 3/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.767, Loss: 0.216 Epoch 3 Batch 4/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.779, Loss: 0.223 Epoch 3 Batch 5/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.794, Loss: 0.230 Epoch 3 Batch 6/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.803, Loss: 0.230 Epoch 3 Batch 7/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.782, Loss: 0.210 Epoch 3 Batch 8/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.779, Loss: 0.212 Epoch 3 Batch 9/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.795, Loss: 0.218 Epoch 3 Batch 10/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.792, Loss: 0.228 Epoch 3 Batch 11/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.774, Loss: 0.232 Epoch 3 Batch 12/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.780, Loss: 0.224 Epoch 3 Batch 13/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.785, Loss: 0.230 Epoch 3 Batch 14/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.801, Loss: 0.200 Epoch 3 Batch 15/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.790, Loss: 0.199 Epoch 3 Batch 16/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.793, Loss: 0.232 Epoch 3 Batch 17/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.801, Loss: 0.198 Epoch 3 Batch 18/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.794, Loss: 0.230 Epoch 3 Batch 19/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.789, Loss: 0.214 Epoch 3 Batch 20/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.806, Loss: 0.206 Epoch 3 Batch 21/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.784, Loss: 0.227 Epoch 3 Batch 22/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.786, Loss: 0.228 Epoch 3 Batch 23/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.786, Loss: 0.219 Epoch 3 Batch 24/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.795, Loss: 0.224 Epoch 3 Batch 25/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.780, Loss: 0.209 Epoch 3 Batch 26/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.805, Loss: 0.238 Epoch 3 Batch 27/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.812, Loss: 0.204 Epoch 3 Batch 28/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.806, Loss: 0.213 Epoch 3 Batch 29/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.816, Loss: 0.236 Epoch 3 Batch 30/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.815, Loss: 0.217 Epoch 3 Batch 31/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.820, Loss: 0.214 Epoch 3 Batch 32/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.812, Loss: 0.203 Epoch 3 Batch 33/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.804, Loss: 0.210 Epoch 3 Batch 34/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.812, Loss: 0.216 Epoch 3 Batch 35/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.813, Loss: 0.211 Epoch 3 Batch 36/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.801, Loss: 0.209 Epoch 3 Batch 37/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.814, Loss: 0.231 Epoch 3 Batch 38/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.795, Loss: 0.254 Epoch 3 Batch 39/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.806, Loss: 0.253 Epoch 3 Batch 40/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.815, Loss: 0.233 Epoch 3 Batch 41/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.772, Loss: 0.226 Epoch 3 Batch 42/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.760, Loss: 0.238 Epoch 3 Batch 43/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.775, Loss: 0.224 Epoch 3 Batch 44/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.778, Loss: 0.223 Epoch 3 Batch 45/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.763, Loss: 0.216 Epoch 3 Batch 46/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.768, Loss: 0.245 Epoch 3 Batch 47/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.767, Loss: 0.220 Epoch 3 Batch 48/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.778, Loss: 0.226 Epoch 3 Batch 49/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.793, Loss: 0.234 Epoch 3 Batch 50/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.800, Loss: 0.210 Epoch 3 Batch 51/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.810, Loss: 0.215 Epoch 3 Batch 52/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.800, Loss: 0.224 Epoch 3 Batch 53/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.798, Loss: 0.231 Epoch 3 Batch 54/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.807, Loss: 0.257 Epoch 3 Batch 55/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.799, Loss: 0.205 Epoch 3 Batch 56/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.793, Loss: 0.210 Epoch 3 Batch 57/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.798, Loss: 0.221 Epoch 3 Batch 58/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.795, Loss: 0.198 Epoch 3 Batch 59/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.797, Loss: 0.218 Epoch 3 Batch 60/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.801, Loss: 0.196 Epoch 3 Batch 61/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.798, Loss: 0.236 Epoch 3 Batch 62/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.792, Loss: 0.231 Epoch 3 Batch 63/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.795, Loss: 0.198 Epoch 3 Batch 64/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.792, Loss: 0.217 Epoch 3 Batch 65/1077 - Train Accuracy: 0.768, Validation Accuracy: 0.796, Loss: 0.224 Epoch 3 Batch 66/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.790, Loss: 0.200 Epoch 3 Batch 67/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.782, Loss: 0.201 Epoch 3 Batch 68/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.813, Loss: 0.231 Epoch 3 Batch 69/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.800, Loss: 0.223 Epoch 3 Batch 70/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.800, Loss: 0.237 Epoch 3 Batch 71/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.819, Loss: 0.204 Epoch 3 Batch 72/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.794, Loss: 0.216 Epoch 3 Batch 73/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.806, Loss: 0.221 Epoch 3 Batch 74/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.789, Loss: 0.205 Epoch 3 Batch 75/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.790, Loss: 0.240 Epoch 3 Batch 76/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.787, Loss: 0.196 Epoch 3 Batch 77/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.791, Loss: 0.222 Epoch 3 Batch 78/1077 - Train Accuracy: 0.760, Validation Accuracy: 0.787, Loss: 0.230 Epoch 3 Batch 79/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.795, Loss: 0.217 Epoch 3 Batch 80/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.814, Loss: 0.203 Epoch 3 Batch 81/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.816, Loss: 0.193 Epoch 3 Batch 82/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.810, Loss: 0.198 Epoch 3 Batch 83/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.815, Loss: 0.219 Epoch 3 Batch 84/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.810, Loss: 0.205 Epoch 3 Batch 85/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.809, Loss: 0.207 Epoch 3 Batch 86/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.802, Loss: 0.208 Epoch 3 Batch 87/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.801, Loss: 0.237 Epoch 3 Batch 88/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.801, Loss: 0.220 Epoch 3 Batch 89/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.789, Loss: 0.221 Epoch 3 Batch 90/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.799, Loss: 0.219 Epoch 3 Batch 91/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.790, Loss: 0.183 Epoch 3 Batch 92/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.788, Loss: 0.214 Epoch 3 Batch 93/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.792, Loss: 0.214 Epoch 3 Batch 94/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.799, Loss: 0.194 Epoch 3 Batch 95/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.804, Loss: 0.215 Epoch 3 Batch 96/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.817, Loss: 0.204 Epoch 3 Batch 97/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.802, Loss: 0.205 Epoch 3 Batch 98/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.809, Loss: 0.203 Epoch 3 Batch 99/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.812, Loss: 0.223 Epoch 3 Batch 100/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.792, Loss: 0.207 Epoch 3 Batch 101/1077 - Train Accuracy: 0.779, Validation Accuracy: 0.801, Loss: 0.203 Epoch 3 Batch 102/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.805, Loss: 0.201 Epoch 3 Batch 103/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.788, Loss: 0.233 Epoch 3 Batch 104/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.805, Loss: 0.236 Epoch 3 Batch 105/1077 - Train Accuracy: 0.773, Validation Accuracy: 0.793, Loss: 0.214 Epoch 3 Batch 106/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.793, Loss: 0.241 Epoch 3 Batch 107/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.780, Loss: 0.206 Epoch 3 Batch 108/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.791, Loss: 0.198 Epoch 3 Batch 109/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.818, Loss: 0.219 Epoch 3 Batch 110/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.801, Loss: 0.186 Epoch 3 Batch 111/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.803, Loss: 0.211 Epoch 3 Batch 112/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.809, Loss: 0.207 Epoch 3 Batch 113/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.813, Loss: 0.218 Epoch 3 Batch 114/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.811, Loss: 0.188 Epoch 3 Batch 115/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.810, Loss: 0.216 Epoch 3 Batch 116/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.805, Loss: 0.229 Epoch 3 Batch 117/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.811, Loss: 0.223 Epoch 3 Batch 118/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.801, Loss: 0.234 Epoch 3 Batch 119/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.795, Loss: 0.225 Epoch 3 Batch 120/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.790, Loss: 0.221 Epoch 3 Batch 121/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.801, Loss: 0.221 Epoch 3 Batch 122/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.799, Loss: 0.215 Epoch 3 Batch 123/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.801, Loss: 0.194 Epoch 3 Batch 124/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.811, Loss: 0.227 Epoch 3 Batch 125/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.814, Loss: 0.208 Epoch 3 Batch 126/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.810, Loss: 0.201 Epoch 3 Batch 127/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.811, Loss: 0.212 Epoch 3 Batch 128/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.810, Loss: 0.195 Epoch 3 Batch 129/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.809, Loss: 0.211 Epoch 3 Batch 130/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.804, Loss: 0.201 Epoch 3 Batch 131/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.799, Loss: 0.219 Epoch 3 Batch 132/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.802, Loss: 0.212 Epoch 3 Batch 133/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.781, Loss: 0.202 Epoch 3 Batch 134/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.779, Loss: 0.189 Epoch 3 Batch 135/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.782, Loss: 0.214 Epoch 3 Batch 136/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.781, Loss: 0.206 Epoch 3 Batch 137/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.798, Loss: 0.200 Epoch 3 Batch 138/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.807, Loss: 0.201 Epoch 3 Batch 139/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.799, Loss: 0.223 Epoch 3 Batch 140/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.784, Loss: 0.206 Epoch 3 Batch 141/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.792, Loss: 0.213 Epoch 3 Batch 142/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.779, Loss: 0.203 Epoch 3 Batch 143/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.777, Loss: 0.219 Epoch 3 Batch 144/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.783, Loss: 0.241 Epoch 3 Batch 145/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.800, Loss: 0.215 Epoch 3 Batch 146/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.802, Loss: 0.233 Epoch 3 Batch 147/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.799, Loss: 0.216 Epoch 3 Batch 148/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.784, Loss: 0.214 Epoch 3 Batch 149/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.766, Loss: 0.218 Epoch 3 Batch 150/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.766, Loss: 0.209 Epoch 3 Batch 151/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.797, Loss: 0.200 Epoch 3 Batch 152/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.806, Loss: 0.217 Epoch 3 Batch 153/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.804, Loss: 0.212 Epoch 3 Batch 154/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.809, Loss: 0.215 Epoch 3 Batch 155/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.821, Loss: 0.201 Epoch 3 Batch 156/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.813, Loss: 0.202 Epoch 3 Batch 157/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.816, Loss: 0.204 Epoch 3 Batch 158/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.802, Loss: 0.206 Epoch 3 Batch 159/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.800, Loss: 0.174 Epoch 3 Batch 160/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.798, Loss: 0.202 Epoch 3 Batch 161/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.799, Loss: 0.203 Epoch 3 Batch 162/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.801, Loss: 0.237 Epoch 3 Batch 163/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.791, Loss: 0.228 Epoch 3 Batch 164/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.781, Loss: 0.203 Epoch 3 Batch 165/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.765, Loss: 0.197 Epoch 3 Batch 166/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.781, Loss: 0.218 Epoch 3 Batch 167/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.790, Loss: 0.205 Epoch 3 Batch 168/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.787, Loss: 0.212 Epoch 3 Batch 169/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.794, Loss: 0.203 Epoch 3 Batch 170/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.804, Loss: 0.219 Epoch 3 Batch 171/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.786, Loss: 0.187 Epoch 3 Batch 172/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.794, Loss: 0.192 Epoch 3 Batch 173/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.798, Loss: 0.221 Epoch 3 Batch 174/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.804, Loss: 0.205 Epoch 3 Batch 175/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.793, Loss: 0.209 Epoch 3 Batch 176/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.804, Loss: 0.216 Epoch 3 Batch 177/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.816, Loss: 0.213 Epoch 3 Batch 178/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.787, Loss: 0.206 Epoch 3 Batch 179/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.790, Loss: 0.208 Epoch 3 Batch 180/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.817, Loss: 0.200 Epoch 3 Batch 181/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.812, Loss: 0.207 Epoch 3 Batch 182/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.807, Loss: 0.212 Epoch 3 Batch 183/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.795, Loss: 0.215 Epoch 3 Batch 184/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.770, Loss: 0.199 Epoch 3 Batch 185/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.777, Loss: 0.217 Epoch 3 Batch 186/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.794, Loss: 0.211 Epoch 3 Batch 187/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.789, Loss: 0.199 Epoch 3 Batch 188/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.787, Loss: 0.212 Epoch 3 Batch 189/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.787, Loss: 0.210 Epoch 3 Batch 190/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.797, Loss: 0.192 Epoch 3 Batch 191/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.790, Loss: 0.188 Epoch 3 Batch 192/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.799, Loss: 0.210 Epoch 3 Batch 193/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.806, Loss: 0.177 Epoch 3 Batch 194/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.815, Loss: 0.193 Epoch 3 Batch 195/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.812, Loss: 0.208 Epoch 3 Batch 196/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.796, Loss: 0.193 Epoch 3 Batch 197/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.795, Loss: 0.190 Epoch 3 Batch 198/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.809, Loss: 0.196 Epoch 3 Batch 199/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.818, Loss: 0.189 Epoch 3 Batch 200/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.811, Loss: 0.221 Epoch 3 Batch 201/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.808, Loss: 0.193 Epoch 3 Batch 202/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.802, Loss: 0.216 Epoch 3 Batch 203/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.792, Loss: 0.202 Epoch 3 Batch 204/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.786, Loss: 0.226 Epoch 3 Batch 205/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.785, Loss: 0.213 Epoch 3 Batch 206/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.789, Loss: 0.190 Epoch 3 Batch 207/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.783, Loss: 0.193 Epoch 3 Batch 208/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.817, Loss: 0.201 Epoch 3 Batch 209/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.809, Loss: 0.204 Epoch 3 Batch 210/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.821, Loss: 0.210 Epoch 3 Batch 211/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.830, Loss: 0.189 Epoch 3 Batch 212/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.826, Loss: 0.194 Epoch 3 Batch 213/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.816, Loss: 0.183 Epoch 3 Batch 214/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.816, Loss: 0.204 Epoch 3 Batch 215/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.809, Loss: 0.216 Epoch 3 Batch 216/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.811, Loss: 0.210 Epoch 3 Batch 217/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.819, Loss: 0.192 Epoch 3 Batch 218/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.831, Loss: 0.223 Epoch 3 Batch 219/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.821, Loss: 0.202 Epoch 3 Batch 220/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.822, Loss: 0.197 Epoch 3 Batch 221/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.821, Loss: 0.203 Epoch 3 Batch 222/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.816, Loss: 0.207 Epoch 3 Batch 223/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.814, Loss: 0.198 Epoch 3 Batch 224/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.812, Loss: 0.207 Epoch 3 Batch 225/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.809, Loss: 0.202 Epoch 3 Batch 226/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.789, Loss: 0.193 Epoch 3 Batch 227/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.795, Loss: 0.218 Epoch 3 Batch 228/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.799, Loss: 0.186 Epoch 3 Batch 229/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.811, Loss: 0.202 Epoch 3 Batch 230/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.800, Loss: 0.192 Epoch 3 Batch 231/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.801, Loss: 0.206 Epoch 3 Batch 232/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.815, Loss: 0.218 Epoch 3 Batch 233/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.814, Loss: 0.204 Epoch 3 Batch 234/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.797, Loss: 0.198 Epoch 3 Batch 235/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.815, Loss: 0.187 Epoch 3 Batch 236/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.815, Loss: 0.216 Epoch 3 Batch 237/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.819, Loss: 0.193 Epoch 3 Batch 238/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.815, Loss: 0.197 Epoch 3 Batch 239/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.807, Loss: 0.177 Epoch 3 Batch 240/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.798, Loss: 0.190 Epoch 3 Batch 241/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.786, Loss: 0.177 Epoch 3 Batch 242/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.799, Loss: 0.195 Epoch 3 Batch 243/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.790, Loss: 0.220 Epoch 3 Batch 244/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.805, Loss: 0.202 Epoch 3 Batch 245/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.795, Loss: 0.191 Epoch 3 Batch 246/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.799, Loss: 0.203 Epoch 3 Batch 247/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.798, Loss: 0.194 Epoch 3 Batch 248/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.789, Loss: 0.199 Epoch 3 Batch 249/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.782, Loss: 0.187 Epoch 3 Batch 250/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.789, Loss: 0.191 Epoch 3 Batch 251/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.788, Loss: 0.211 Epoch 3 Batch 252/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.804, Loss: 0.184 Epoch 3 Batch 253/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.806, Loss: 0.196 Epoch 3 Batch 254/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.797, Loss: 0.195 Epoch 3 Batch 255/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.808, Loss: 0.199 Epoch 3 Batch 256/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.802, Loss: 0.224 Epoch 3 Batch 257/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.824, Loss: 0.221 Epoch 3 Batch 258/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.815, Loss: 0.192 Epoch 3 Batch 259/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.803, Loss: 0.197 Epoch 3 Batch 260/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.812, Loss: 0.190 Epoch 3 Batch 261/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.805, Loss: 0.200 Epoch 3 Batch 262/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.797, Loss: 0.189 Epoch 3 Batch 263/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.796, Loss: 0.191 Epoch 3 Batch 264/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.799, Loss: 0.211 Epoch 3 Batch 265/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.790, Loss: 0.182 Epoch 3 Batch 266/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.800, Loss: 0.197 Epoch 3 Batch 267/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.799, Loss: 0.179 Epoch 3 Batch 268/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.811, Loss: 0.198 Epoch 3 Batch 269/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.815, Loss: 0.229 Epoch 3 Batch 270/1077 - Train Accuracy: 0.790, Validation Accuracy: 0.820, Loss: 0.225 Epoch 3 Batch 271/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.801, Loss: 0.189 Epoch 3 Batch 272/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.804, Loss: 0.223 Epoch 3 Batch 273/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.794, Loss: 0.196 Epoch 3 Batch 274/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.801, Loss: 0.199 Epoch 3 Batch 275/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.800, Loss: 0.195 Epoch 3 Batch 276/1077 - Train Accuracy: 0.792, Validation Accuracy: 0.798, Loss: 0.238 Epoch 3 Batch 277/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.814, Loss: 0.177 Epoch 3 Batch 278/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.808, Loss: 0.222 Epoch 3 Batch 279/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.819, Loss: 0.228 Epoch 3 Batch 280/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.811, Loss: 0.214 Epoch 3 Batch 281/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.802, Loss: 0.213 Epoch 3 Batch 282/1077 - Train Accuracy: 0.790, Validation Accuracy: 0.815, Loss: 0.222 Epoch 3 Batch 283/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.819, Loss: 0.205 Epoch 3 Batch 284/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.822, Loss: 0.205 Epoch 3 Batch 285/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.821, Loss: 0.195 Epoch 3 Batch 286/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.816, Loss: 0.192 Epoch 3 Batch 287/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.808, Loss: 0.201 Epoch 3 Batch 288/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.799, Loss: 0.219 Epoch 3 Batch 289/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.801, Loss: 0.207 Epoch 3 Batch 290/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.802, Loss: 0.213 Epoch 3 Batch 291/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.820, Loss: 0.211 Epoch 3 Batch 292/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.832, Loss: 0.192 Epoch 3 Batch 293/1077 - Train Accuracy: 0.776, Validation Accuracy: 0.826, Loss: 0.223 Epoch 3 Batch 294/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.821, Loss: 0.194 Epoch 3 Batch 295/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.827, Loss: 0.219 Epoch 3 Batch 296/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.814, Loss: 0.193 Epoch 3 Batch 297/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.805, Loss: 0.219 Epoch 3 Batch 298/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.814, Loss: 0.218 Epoch 3 Batch 299/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.816, Loss: 0.187 Epoch 3 Batch 300/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.807, Loss: 0.185 Epoch 3 Batch 301/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.806, Loss: 0.193 Epoch 3 Batch 302/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.794, Loss: 0.191 Epoch 3 Batch 303/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.792, Loss: 0.210 Epoch 3 Batch 304/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.802, Loss: 0.190 Epoch 3 Batch 305/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.800, Loss: 0.203 Epoch 3 Batch 306/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.810, Loss: 0.205 Epoch 3 Batch 307/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.809, Loss: 0.212 Epoch 3 Batch 308/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.808, Loss: 0.209 Epoch 3 Batch 309/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.815, Loss: 0.186 Epoch 3 Batch 310/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.808, Loss: 0.216 Epoch 3 Batch 311/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.817, Loss: 0.206 Epoch 3 Batch 312/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.810, Loss: 0.216 Epoch 3 Batch 313/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.810, Loss: 0.196 Epoch 3 Batch 314/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.797, Loss: 0.201 Epoch 3 Batch 315/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.804, Loss: 0.180 Epoch 3 Batch 316/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.817, Loss: 0.201 Epoch 3 Batch 317/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.815, Loss: 0.218 Epoch 3 Batch 318/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.832, Loss: 0.207 Epoch 3 Batch 319/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.802, Loss: 0.221 Epoch 3 Batch 320/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.805, Loss: 0.224 Epoch 3 Batch 321/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.809, Loss: 0.202 Epoch 3 Batch 322/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.799, Loss: 0.216 Epoch 3 Batch 323/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.804, Loss: 0.211 Epoch 3 Batch 324/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.807, Loss: 0.204 Epoch 3 Batch 325/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.793, Loss: 0.189 Epoch 3 Batch 326/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.797, Loss: 0.187 Epoch 3 Batch 327/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.788, Loss: 0.218 Epoch 3 Batch 328/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.783, Loss: 0.204 Epoch 3 Batch 329/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.777, Loss: 0.215 Epoch 3 Batch 330/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.798, Loss: 0.205 Epoch 3 Batch 331/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.779, Loss: 0.201 Epoch 3 Batch 332/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.779, Loss: 0.178 Epoch 3 Batch 333/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.780, Loss: 0.187 Epoch 3 Batch 334/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.788, Loss: 0.202 Epoch 3 Batch 335/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.799, Loss: 0.196 Epoch 3 Batch 336/1077 - Train Accuracy: 0.786, Validation Accuracy: 0.799, Loss: 0.220 Epoch 3 Batch 337/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.812, Loss: 0.220 Epoch 3 Batch 338/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.791, Loss: 0.226 Epoch 3 Batch 339/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.786, Loss: 0.197 Epoch 3 Batch 340/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.816, Loss: 0.199 Epoch 3 Batch 341/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.804, Loss: 0.234 Epoch 3 Batch 342/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.811, Loss: 0.191 Epoch 3 Batch 343/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.804, Loss: 0.220 Epoch 3 Batch 344/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.818, Loss: 0.202 Epoch 3 Batch 345/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.817, Loss: 0.205 Epoch 3 Batch 346/1077 - Train Accuracy: 0.783, Validation Accuracy: 0.814, Loss: 0.207 Epoch 3 Batch 347/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.797, Loss: 0.179 Epoch 3 Batch 348/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.807, Loss: 0.180 Epoch 3 Batch 349/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.820, Loss: 0.201 Epoch 3 Batch 350/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.824, Loss: 0.200 Epoch 3 Batch 351/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.820, Loss: 0.221 Epoch 3 Batch 352/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.797, Loss: 0.214 Epoch 3 Batch 353/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.792, Loss: 0.236 Epoch 3 Batch 354/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.811, Loss: 0.224 Epoch 3 Batch 355/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.809, Loss: 0.216 Epoch 3 Batch 356/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.817, Loss: 0.212 Epoch 3 Batch 357/1077 - Train Accuracy: 0.780, Validation Accuracy: 0.793, Loss: 0.218 Epoch 3 Batch 358/1077 - Train Accuracy: 0.790, Validation Accuracy: 0.809, Loss: 0.234 Epoch 3 Batch 359/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.794, Loss: 0.200 Epoch 3 Batch 360/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.794, Loss: 0.207 Epoch 3 Batch 361/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.802, Loss: 0.218 Epoch 3 Batch 362/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.805, Loss: 0.217 Epoch 3 Batch 363/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.795, Loss: 0.229 Epoch 3 Batch 364/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.797, Loss: 0.235 Epoch 3 Batch 365/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.793, Loss: 0.202 Epoch 3 Batch 366/1077 - Train Accuracy: 0.794, Validation Accuracy: 0.786, Loss: 0.199 Epoch 3 Batch 367/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.772, Loss: 0.208 Epoch 3 Batch 368/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.776, Loss: 0.215 Epoch 3 Batch 369/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.794, Loss: 0.208 Epoch 3 Batch 370/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.795, Loss: 0.213 Epoch 3 Batch 371/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.809, Loss: 0.206 Epoch 3 Batch 372/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.809, Loss: 0.189 Epoch 3 Batch 373/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.801, Loss: 0.193 Epoch 3 Batch 374/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.801, Loss: 0.199 Epoch 3 Batch 375/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.803, Loss: 0.190 Epoch 3 Batch 376/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.837, Loss: 0.214 Epoch 3 Batch 377/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.832, Loss: 0.200 Epoch 3 Batch 378/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.821, Loss: 0.185 Epoch 3 Batch 379/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.814, Loss: 0.217 Epoch 3 Batch 380/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.787, Loss: 0.190 Epoch 3 Batch 381/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.798, Loss: 0.216 Epoch 3 Batch 382/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.806, Loss: 0.230 Epoch 3 Batch 383/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.814, Loss: 0.196 Epoch 3 Batch 384/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.818, Loss: 0.196 Epoch 3 Batch 385/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.816, Loss: 0.187 Epoch 3 Batch 386/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.816, Loss: 0.198 Epoch 3 Batch 387/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.825, Loss: 0.199 Epoch 3 Batch 388/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.833, Loss: 0.215 Epoch 3 Batch 389/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.830, Loss: 0.199 Epoch 3 Batch 390/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.822, Loss: 0.220 Epoch 3 Batch 391/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.816, Loss: 0.185 Epoch 3 Batch 392/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.815, Loss: 0.202 Epoch 3 Batch 393/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.826, Loss: 0.180 Epoch 3 Batch 394/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.805, Loss: 0.206 Epoch 3 Batch 395/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.801, Loss: 0.194 Epoch 3 Batch 396/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.808, Loss: 0.195 Epoch 3 Batch 397/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.814, Loss: 0.203 Epoch 3 Batch 398/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.805, Loss: 0.194 Epoch 3 Batch 399/1077 - Train Accuracy: 0.771, Validation Accuracy: 0.806, Loss: 0.198 Epoch 3 Batch 400/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.805, Loss: 0.202 Epoch 3 Batch 401/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.800, Loss: 0.189 Epoch 3 Batch 402/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.802, Loss: 0.175 Epoch 3 Batch 403/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.803, Loss: 0.207 Epoch 3 Batch 404/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.818, Loss: 0.180 Epoch 3 Batch 405/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.813, Loss: 0.212 Epoch 3 Batch 406/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.813, Loss: 0.189 Epoch 3 Batch 407/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.806, Loss: 0.207 Epoch 3 Batch 408/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.822, Loss: 0.199 Epoch 3 Batch 409/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.825, Loss: 0.203 Epoch 3 Batch 410/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.815, Loss: 0.212 Epoch 3 Batch 411/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.831, Loss: 0.207 Epoch 3 Batch 412/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.816, Loss: 0.178 Epoch 3 Batch 413/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.810, Loss: 0.188 Epoch 3 Batch 414/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.818, Loss: 0.210 Epoch 3 Batch 415/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.825, Loss: 0.198 Epoch 3 Batch 416/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.832, Loss: 0.184 Epoch 3 Batch 417/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.828, Loss: 0.229 Epoch 3 Batch 418/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.831, Loss: 0.191 Epoch 3 Batch 419/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.830, Loss: 0.201 Epoch 3 Batch 420/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.812, Loss: 0.182 Epoch 3 Batch 421/1077 - Train Accuracy: 0.787, Validation Accuracy: 0.809, Loss: 0.218 Epoch 3 Batch 422/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.795, Loss: 0.205 Epoch 3 Batch 423/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.797, Loss: 0.193 Epoch 3 Batch 424/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.822, Loss: 0.205 Epoch 3 Batch 425/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.806, Loss: 0.183 Epoch 3 Batch 426/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.810, Loss: 0.230 Epoch 3 Batch 427/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.820, Loss: 0.199 Epoch 3 Batch 428/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.816, Loss: 0.184 Epoch 3 Batch 429/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.808, Loss: 0.191 Epoch 3 Batch 430/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.804, Loss: 0.197 Epoch 3 Batch 431/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.821, Loss: 0.203 Epoch 3 Batch 432/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.835, Loss: 0.204 Epoch 3 Batch 433/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.817, Loss: 0.224 Epoch 3 Batch 434/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.801, Loss: 0.207 Epoch 3 Batch 435/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.783, Loss: 0.216 Epoch 3 Batch 436/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.792, Loss: 0.200 Epoch 3 Batch 437/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.810, Loss: 0.210 Epoch 3 Batch 438/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.775, Loss: 0.193 Epoch 3 Batch 439/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.767, Loss: 0.223 Epoch 3 Batch 440/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.800, Loss: 0.235 Epoch 3 Batch 441/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.801, Loss: 0.189 Epoch 3 Batch 442/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.778, Loss: 0.194 Epoch 3 Batch 443/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.773, Loss: 0.197 Epoch 3 Batch 444/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.792, Loss: 0.202 Epoch 3 Batch 445/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.790, Loss: 0.209 Epoch 3 Batch 446/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.795, Loss: 0.181 Epoch 3 Batch 447/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.809, Loss: 0.208 Epoch 3 Batch 448/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.817, Loss: 0.210 Epoch 3 Batch 449/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.799, Loss: 0.206 Epoch 3 Batch 450/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.794, Loss: 0.187 Epoch 3 Batch 451/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.794, Loss: 0.180 Epoch 3 Batch 452/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.810, Loss: 0.201 Epoch 3 Batch 453/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.833, Loss: 0.179 Epoch 3 Batch 454/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.835, Loss: 0.215 Epoch 3 Batch 455/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.829, Loss: 0.188 Epoch 3 Batch 456/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.824, Loss: 0.190 Epoch 3 Batch 457/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.819, Loss: 0.193 Epoch 3 Batch 458/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.817, Loss: 0.211 Epoch 3 Batch 459/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.821, Loss: 0.184 Epoch 3 Batch 460/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.830, Loss: 0.194 Epoch 3 Batch 461/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.828, Loss: 0.188 Epoch 3 Batch 462/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.809, Loss: 0.195 Epoch 3 Batch 463/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.808, Loss: 0.188 Epoch 3 Batch 464/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.807, Loss: 0.190 Epoch 3 Batch 465/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.798, Loss: 0.224 Epoch 3 Batch 466/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.796, Loss: 0.211 Epoch 3 Batch 467/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.796, Loss: 0.192 Epoch 3 Batch 468/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.792, Loss: 0.182 Epoch 3 Batch 469/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.805, Loss: 0.202 Epoch 3 Batch 470/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.810, Loss: 0.202 Epoch 3 Batch 471/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.822, Loss: 0.188 Epoch 3 Batch 472/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.831, Loss: 0.160 Epoch 3 Batch 473/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.832, Loss: 0.203 Epoch 3 Batch 474/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.827, Loss: 0.201 Epoch 3 Batch 475/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.816, Loss: 0.188 Epoch 3 Batch 476/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.819, Loss: 0.189 Epoch 3 Batch 477/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.816, Loss: 0.180 Epoch 3 Batch 478/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.818, Loss: 0.203 Epoch 3 Batch 479/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.808, Loss: 0.200 Epoch 3 Batch 480/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.816, Loss: 0.186 Epoch 3 Batch 481/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.817, Loss: 0.188 Epoch 3 Batch 482/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.817, Loss: 0.192 Epoch 3 Batch 483/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.814, Loss: 0.205 Epoch 3 Batch 484/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.805, Loss: 0.191 Epoch 3 Batch 485/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.806, Loss: 0.199 Epoch 3 Batch 486/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.815, Loss: 0.174 Epoch 3 Batch 487/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.824, Loss: 0.184 Epoch 3 Batch 488/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.811, Loss: 0.193 Epoch 3 Batch 489/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.810, Loss: 0.183 Epoch 3 Batch 490/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.806, Loss: 0.201 Epoch 3 Batch 491/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.795, Loss: 0.195 Epoch 3 Batch 492/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.804, Loss: 0.197 Epoch 3 Batch 493/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.817, Loss: 0.171 Epoch 3 Batch 494/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.817, Loss: 0.180 Epoch 3 Batch 495/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.811, Loss: 0.186 Epoch 3 Batch 496/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.804, Loss: 0.204 Epoch 3 Batch 497/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.794, Loss: 0.193 Epoch 3 Batch 498/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.806, Loss: 0.199 Epoch 3 Batch 499/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.810, Loss: 0.179 Epoch 3 Batch 500/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.818, Loss: 0.184 Epoch 3 Batch 501/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.811, Loss: 0.178 Epoch 3 Batch 502/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.819, Loss: 0.198 Epoch 3 Batch 503/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.818, Loss: 0.189 Epoch 3 Batch 504/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.821, Loss: 0.211 Epoch 3 Batch 505/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.820, Loss: 0.161 Epoch 3 Batch 506/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.820, Loss: 0.206 Epoch 3 Batch 507/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.830, Loss: 0.193 Epoch 3 Batch 508/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.826, Loss: 0.185 Epoch 3 Batch 509/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.806, Loss: 0.201 Epoch 3 Batch 510/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.812, Loss: 0.185 Epoch 3 Batch 511/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.814, Loss: 0.186 Epoch 3 Batch 512/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.815, Loss: 0.200 Epoch 3 Batch 513/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.794, Loss: 0.197 Epoch 3 Batch 514/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.794, Loss: 0.189 Epoch 3 Batch 515/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.797, Loss: 0.206 Epoch 3 Batch 516/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.809, Loss: 0.168 Epoch 3 Batch 517/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.828, Loss: 0.186 Epoch 3 Batch 518/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.820, Loss: 0.173 Epoch 3 Batch 519/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.819, Loss: 0.192 Epoch 3 Batch 520/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.828, Loss: 0.170 Epoch 3 Batch 521/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.817, Loss: 0.179 Epoch 3 Batch 522/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.817, Loss: 0.202 Epoch 3 Batch 523/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.827, Loss: 0.201 Epoch 3 Batch 524/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.830, Loss: 0.188 Epoch 3 Batch 525/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.798, Loss: 0.198 Epoch 3 Batch 526/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.801, Loss: 0.185 Epoch 3 Batch 527/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.818, Loss: 0.185 Epoch 3 Batch 528/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.812, Loss: 0.177 Epoch 3 Batch 529/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.814, Loss: 0.196 Epoch 3 Batch 530/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.821, Loss: 0.202 Epoch 3 Batch 531/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.816, Loss: 0.187 Epoch 3 Batch 532/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.818, Loss: 0.202 Epoch 3 Batch 533/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.835, Loss: 0.212 Epoch 3 Batch 534/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.830, Loss: 0.206 Epoch 3 Batch 535/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.798, Loss: 0.186 Epoch 3 Batch 536/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.798, Loss: 0.183 Epoch 3 Batch 537/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.807, Loss: 0.205 Epoch 3 Batch 538/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.799, Loss: 0.185 Epoch 3 Batch 539/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.799, Loss: 0.292 Epoch 3 Batch 540/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.785, Loss: 0.193 Epoch 3 Batch 541/1077 - Train Accuracy: 0.790, Validation Accuracy: 0.801, Loss: 0.212 Epoch 3 Batch 542/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.781, Loss: 0.198 Epoch 3 Batch 543/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.793, Loss: 0.207 Epoch 3 Batch 544/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.798, Loss: 0.193 Epoch 3 Batch 545/1077 - Train Accuracy: 0.784, Validation Accuracy: 0.814, Loss: 0.231 Epoch 3 Batch 546/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.805, Loss: 0.219 Epoch 3 Batch 547/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.798, Loss: 0.211 Epoch 3 Batch 548/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.800, Loss: 0.210 Epoch 3 Batch 549/1077 - Train Accuracy: 0.772, Validation Accuracy: 0.821, Loss: 0.216 Epoch 3 Batch 550/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.812, Loss: 0.208 Epoch 3 Batch 551/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.814, Loss: 0.216 Epoch 3 Batch 552/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.800, Loss: 0.207 Epoch 3 Batch 553/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.770, Loss: 0.213 Epoch 3 Batch 554/1077 - Train Accuracy: 0.795, Validation Accuracy: 0.788, Loss: 0.206 Epoch 3 Batch 555/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.798, Loss: 0.186 Epoch 3 Batch 556/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.800, Loss: 0.199 Epoch 3 Batch 557/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.806, Loss: 0.197 Epoch 3 Batch 558/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.803, Loss: 0.186 Epoch 3 Batch 559/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.804, Loss: 0.193 Epoch 3 Batch 560/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.782, Loss: 0.186 Epoch 3 Batch 561/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.781, Loss: 0.180 Epoch 3 Batch 562/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.784, Loss: 0.183 Epoch 3 Batch 563/1077 - Train Accuracy: 0.782, Validation Accuracy: 0.788, Loss: 0.204 Epoch 3 Batch 564/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.784, Loss: 0.231 Epoch 3 Batch 565/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.794, Loss: 0.214 Epoch 3 Batch 566/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.792, Loss: 0.209 Epoch 3 Batch 567/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.792, Loss: 0.195 Epoch 3 Batch 568/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.802, Loss: 0.191 Epoch 3 Batch 569/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.786, Loss: 0.195 Epoch 3 Batch 570/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.789, Loss: 0.210 Epoch 3 Batch 571/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.809, Loss: 0.179 Epoch 3 Batch 572/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.800, Loss: 0.177 Epoch 3 Batch 573/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.808, Loss: 0.218 Epoch 3 Batch 574/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.808, Loss: 0.189 Epoch 3 Batch 575/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.811, Loss: 0.187 Epoch 3 Batch 576/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.804, Loss: 0.193 Epoch 3 Batch 577/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.797, Loss: 0.192 Epoch 3 Batch 578/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.808, Loss: 0.199 Epoch 3 Batch 579/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.810, Loss: 0.192 Epoch 3 Batch 580/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.802, Loss: 0.179 Epoch 3 Batch 581/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.821, Loss: 0.194 Epoch 3 Batch 582/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.810, Loss: 0.189 Epoch 3 Batch 583/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.821, Loss: 0.231 Epoch 3 Batch 584/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.799, Loss: 0.185 Epoch 3 Batch 585/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.786, Loss: 0.170 Epoch 3 Batch 586/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.788, Loss: 0.197 Epoch 3 Batch 587/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.790, Loss: 0.193 Epoch 3 Batch 588/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.784, Loss: 0.173 Epoch 3 Batch 589/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.782, Loss: 0.191 Epoch 3 Batch 590/1077 - Train Accuracy: 0.760, Validation Accuracy: 0.773, Loss: 0.220 Epoch 3 Batch 591/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.803, Loss: 0.181 Epoch 3 Batch 592/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.788, Loss: 0.187 Epoch 3 Batch 593/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.796, Loss: 0.194 Epoch 3 Batch 594/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.810, Loss: 0.198 Epoch 3 Batch 595/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.814, Loss: 0.180 Epoch 3 Batch 596/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.804, Loss: 0.212 Epoch 3 Batch 597/1077 - Train Accuracy: 0.775, Validation Accuracy: 0.791, Loss: 0.198 Epoch 3 Batch 598/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.809, Loss: 0.183 Epoch 3 Batch 599/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.807, Loss: 0.224 Epoch 3 Batch 600/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.805, Loss: 0.177 Epoch 3 Batch 601/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.798, Loss: 0.205 Epoch 3 Batch 602/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.786, Loss: 0.180 Epoch 3 Batch 603/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.792, Loss: 0.205 Epoch 3 Batch 604/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.814, Loss: 0.197 Epoch 3 Batch 605/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.818, Loss: 0.207 Epoch 3 Batch 606/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.833, Loss: 0.193 Epoch 3 Batch 607/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.823, Loss: 0.186 Epoch 3 Batch 608/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.828, Loss: 0.200 Epoch 3 Batch 609/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.828, Loss: 0.205 Epoch 3 Batch 610/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.815, Loss: 0.194 Epoch 3 Batch 611/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.805, Loss: 0.202 Epoch 3 Batch 612/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.783, Loss: 0.172 Epoch 3 Batch 613/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.781, Loss: 0.223 Epoch 3 Batch 614/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.797, Loss: 0.185 Epoch 3 Batch 615/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.790, Loss: 0.176 Epoch 3 Batch 616/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.809, Loss: 0.202 Epoch 3 Batch 617/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.801, Loss: 0.180 Epoch 3 Batch 618/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.804, Loss: 0.197 Epoch 3 Batch 619/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.815, Loss: 0.188 Epoch 3 Batch 620/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.811, Loss: 0.178 Epoch 3 Batch 621/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.792, Loss: 0.193 Epoch 3 Batch 622/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.802, Loss: 0.208 Epoch 3 Batch 623/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.796, Loss: 0.201 Epoch 3 Batch 624/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.807, Loss: 0.188 Epoch 3 Batch 625/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.805, Loss: 0.192 Epoch 3 Batch 626/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.790, Loss: 0.171 Epoch 3 Batch 627/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.790, Loss: 0.182 Epoch 3 Batch 628/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.802, Loss: 0.204 Epoch 3 Batch 629/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.824, Loss: 0.198 Epoch 3 Batch 630/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.808, Loss: 0.187 Epoch 3 Batch 631/1077 - Train Accuracy: 0.802, Validation Accuracy: 0.800, Loss: 0.196 Epoch 3 Batch 632/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.820, Loss: 0.193 Epoch 3 Batch 633/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.795, Loss: 0.196 Epoch 3 Batch 634/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.815, Loss: 0.195 Epoch 3 Batch 635/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.798, Loss: 0.214 Epoch 3 Batch 636/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.803, Loss: 0.200 Epoch 3 Batch 637/1077 - Train Accuracy: 0.781, Validation Accuracy: 0.814, Loss: 0.201 Epoch 3 Batch 638/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.808, Loss: 0.183 Epoch 3 Batch 639/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.811, Loss: 0.191 Epoch 3 Batch 640/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.815, Loss: 0.182 Epoch 3 Batch 641/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.806, Loss: 0.190 Epoch 3 Batch 642/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.816, Loss: 0.201 Epoch 3 Batch 643/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.810, Loss: 0.171 Epoch 3 Batch 644/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.815, Loss: 0.199 Epoch 3 Batch 645/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.813, Loss: 0.173 Epoch 3 Batch 646/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.803, Loss: 0.175 Epoch 3 Batch 647/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.812, Loss: 0.211 Epoch 3 Batch 648/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.822, Loss: 0.161 Epoch 3 Batch 649/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.795, Loss: 0.187 Epoch 3 Batch 650/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.791, Loss: 0.200 Epoch 3 Batch 651/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.799, Loss: 0.186 Epoch 3 Batch 652/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.802, Loss: 0.190 Epoch 3 Batch 653/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.812, Loss: 0.198 Epoch 3 Batch 654/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.805, Loss: 0.188 Epoch 3 Batch 655/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.815, Loss: 0.192 Epoch 3 Batch 656/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.822, Loss: 0.192 Epoch 3 Batch 657/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.818, Loss: 0.191 Epoch 3 Batch 658/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.824, Loss: 0.180 Epoch 3 Batch 659/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.830, Loss: 0.191 Epoch 3 Batch 660/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.832, Loss: 0.189 Epoch 3 Batch 661/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.829, Loss: 0.167 Epoch 3 Batch 662/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.826, Loss: 0.171 Epoch 3 Batch 663/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.826, Loss: 0.178 Epoch 3 Batch 664/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.826, Loss: 0.174 Epoch 3 Batch 665/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.812, Loss: 0.177 Epoch 3 Batch 666/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.812, Loss: 0.190 Epoch 3 Batch 667/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.816, Loss: 0.189 Epoch 3 Batch 668/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.811, Loss: 0.191 Epoch 3 Batch 669/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.814, Loss: 0.186 Epoch 3 Batch 670/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.825, Loss: 0.179 Epoch 3 Batch 671/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.824, Loss: 0.199 Epoch 3 Batch 672/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.831, Loss: 0.183 Epoch 3 Batch 673/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.830, Loss: 0.168 Epoch 3 Batch 674/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.824, Loss: 0.186 Epoch 3 Batch 675/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.827, Loss: 0.197 Epoch 3 Batch 676/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.832, Loss: 0.173 Epoch 3 Batch 677/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.833, Loss: 0.202 Epoch 3 Batch 678/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.830, Loss: 0.175 Epoch 3 Batch 679/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.833, Loss: 0.181 Epoch 3 Batch 680/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.835, Loss: 0.187 Epoch 3 Batch 681/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.824, Loss: 0.184 Epoch 3 Batch 682/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.836, Loss: 0.173 Epoch 3 Batch 683/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.834, Loss: 0.171 Epoch 3 Batch 684/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.833, Loss: 0.177 Epoch 3 Batch 685/1077 - Train Accuracy: 0.800, Validation Accuracy: 0.829, Loss: 0.186 Epoch 3 Batch 686/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.821, Loss: 0.174 Epoch 3 Batch 687/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.820, Loss: 0.187 Epoch 3 Batch 688/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.830, Loss: 0.172 Epoch 3 Batch 689/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.840, Loss: 0.174 Epoch 3 Batch 690/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.841, Loss: 0.174 Epoch 3 Batch 691/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.835, Loss: 0.215 Epoch 3 Batch 692/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.848, Loss: 0.170 Epoch 3 Batch 693/1077 - Train Accuracy: 0.774, Validation Accuracy: 0.837, Loss: 0.226 Epoch 3 Batch 694/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.830, Loss: 0.172 Epoch 3 Batch 695/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.827, Loss: 0.167 Epoch 3 Batch 696/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.832, Loss: 0.197 Epoch 3 Batch 697/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.829, Loss: 0.167 Epoch 3 Batch 698/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.829, Loss: 0.177 Epoch 3 Batch 699/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.827, Loss: 0.180 Epoch 3 Batch 700/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.833, Loss: 0.171 Epoch 3 Batch 701/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.834, Loss: 0.179 Epoch 3 Batch 702/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.835, Loss: 0.189 Epoch 3 Batch 703/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.829, Loss: 0.188 Epoch 3 Batch 704/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.836, Loss: 0.191 Epoch 3 Batch 705/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.826, Loss: 0.197 Epoch 3 Batch 706/1077 - Train Accuracy: 0.770, Validation Accuracy: 0.811, Loss: 0.212 Epoch 3 Batch 707/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.815, Loss: 0.178 Epoch 3 Batch 708/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.811, Loss: 0.185 Epoch 3 Batch 709/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.805, Loss: 0.195 Epoch 3 Batch 710/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.794, Loss: 0.173 Epoch 3 Batch 711/1077 - Train Accuracy: 0.798, Validation Accuracy: 0.795, Loss: 0.204 Epoch 3 Batch 712/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.819, Loss: 0.175 Epoch 3 Batch 713/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.836, Loss: 0.165 Epoch 3 Batch 714/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.839, Loss: 0.170 Epoch 3 Batch 715/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.840, Loss: 0.192 Epoch 3 Batch 716/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.834, Loss: 0.159 Epoch 3 Batch 717/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.830, Loss: 0.173 Epoch 3 Batch 718/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.831, Loss: 0.178 Epoch 3 Batch 719/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.839, Loss: 0.177 Epoch 3 Batch 720/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.847, Loss: 0.186 Epoch 3 Batch 721/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.830, Loss: 0.192 Epoch 3 Batch 722/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.835, Loss: 0.177 Epoch 3 Batch 723/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.823, Loss: 0.173 Epoch 3 Batch 724/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.815, Loss: 0.185 Epoch 3 Batch 725/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.817, Loss: 0.166 Epoch 3 Batch 726/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.795, Loss: 0.171 Epoch 3 Batch 727/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.799, Loss: 0.161 Epoch 3 Batch 728/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.827, Loss: 0.180 Epoch 3 Batch 729/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.817, Loss: 0.190 Epoch 3 Batch 730/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.815, Loss: 0.189 Epoch 3 Batch 731/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.816, Loss: 0.176 Epoch 3 Batch 732/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.830, Loss: 0.189 Epoch 3 Batch 733/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.818, Loss: 0.180 Epoch 3 Batch 734/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.812, Loss: 0.192 Epoch 3 Batch 735/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.819, Loss: 0.175 Epoch 3 Batch 736/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.830, Loss: 0.177 Epoch 3 Batch 737/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.841, Loss: 0.192 Epoch 3 Batch 738/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.828, Loss: 0.163 Epoch 3 Batch 739/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.824, Loss: 0.180 Epoch 3 Batch 740/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.813, Loss: 0.174 Epoch 3 Batch 741/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.805, Loss: 0.179 Epoch 3 Batch 742/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.808, Loss: 0.184 Epoch 3 Batch 743/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.824, Loss: 0.199 Epoch 3 Batch 744/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.822, Loss: 0.169 Epoch 3 Batch 745/1077 - Train Accuracy: 0.867, Validation Accuracy: 0.833, Loss: 0.178 Epoch 3 Batch 746/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.832, Loss: 0.184 Epoch 3 Batch 747/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.827, Loss: 0.171 Epoch 3 Batch 748/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.829, Loss: 0.162 Epoch 3 Batch 749/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.824, Loss: 0.188 Epoch 3 Batch 750/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.818, Loss: 0.182 Epoch 3 Batch 751/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.821, Loss: 0.187 Epoch 3 Batch 752/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.825, Loss: 0.172 Epoch 3 Batch 753/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.833, Loss: 0.176 Epoch 3 Batch 754/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.839, Loss: 0.183 Epoch 3 Batch 755/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.840, Loss: 0.193 Epoch 3 Batch 756/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.842, Loss: 0.175 Epoch 3 Batch 757/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.848, Loss: 0.183 Epoch 3 Batch 758/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.833, Loss: 0.163 Epoch 3 Batch 759/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.843, Loss: 0.175 Epoch 3 Batch 760/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.839, Loss: 0.179 Epoch 3 Batch 761/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.837, Loss: 0.191 Epoch 3 Batch 762/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.831, Loss: 0.167 Epoch 3 Batch 763/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.823, Loss: 0.174 Epoch 3 Batch 764/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.832, Loss: 0.182 Epoch 3 Batch 765/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.830, Loss: 0.170 Epoch 3 Batch 766/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.844, Loss: 0.189 Epoch 3 Batch 767/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.839, Loss: 0.175 Epoch 3 Batch 768/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.839, Loss: 0.176 Epoch 3 Batch 769/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.845, Loss: 0.177 Epoch 3 Batch 770/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.844, Loss: 0.168 Epoch 3 Batch 771/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.833, Loss: 0.182 Epoch 3 Batch 772/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.838, Loss: 0.167 Epoch 3 Batch 773/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.832, Loss: 0.163 Epoch 3 Batch 774/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.833, Loss: 0.172 Epoch 3 Batch 775/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.824, Loss: 0.172 Epoch 3 Batch 776/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.826, Loss: 0.162 Epoch 3 Batch 777/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.822, Loss: 0.188 Epoch 3 Batch 778/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.822, Loss: 0.165 Epoch 3 Batch 779/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.816, Loss: 0.181 Epoch 3 Batch 780/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.813, Loss: 0.190 Epoch 3 Batch 781/1077 - Train Accuracy: 0.882, Validation Accuracy: 0.829, Loss: 0.161 Epoch 3 Batch 782/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.806, Loss: 0.170 Epoch 3 Batch 783/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.823, Loss: 0.191 Epoch 3 Batch 784/1077 - Train Accuracy: 0.856, Validation Accuracy: 0.839, Loss: 0.170 Epoch 3 Batch 785/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.823, Loss: 0.160 Epoch 3 Batch 786/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.835, Loss: 0.192 Epoch 3 Batch 787/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.834, Loss: 0.169 Epoch 3 Batch 788/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.842, Loss: 0.178 Epoch 3 Batch 789/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.816, Loss: 0.190 Epoch 3 Batch 790/1077 - Train Accuracy: 0.736, Validation Accuracy: 0.800, Loss: 0.199 Epoch 3 Batch 791/1077 - Train Accuracy: 0.814, Validation Accuracy: 0.815, Loss: 0.192 Epoch 3 Batch 792/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.825, Loss: 0.184 Epoch 3 Batch 793/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.833, Loss: 0.177 Epoch 3 Batch 794/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.835, Loss: 0.178 Epoch 3 Batch 795/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.835, Loss: 0.195 Epoch 3 Batch 796/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.843, Loss: 0.187 Epoch 3 Batch 797/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.826, Loss: 0.184 Epoch 3 Batch 798/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.826, Loss: 0.177 Epoch 3 Batch 799/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.831, Loss: 0.215 Epoch 3 Batch 800/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.837, Loss: 0.179 Epoch 3 Batch 801/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.842, Loss: 0.191 Epoch 3 Batch 802/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.829, Loss: 0.179 Epoch 3 Batch 803/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.810, Loss: 0.201 Epoch 3 Batch 804/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.806, Loss: 0.161 Epoch 3 Batch 805/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.791, Loss: 0.184 Epoch 3 Batch 806/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.803, Loss: 0.184 Epoch 3 Batch 807/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.800, Loss: 0.178 Epoch 3 Batch 808/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.814, Loss: 0.201 Epoch 3 Batch 809/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.828, Loss: 0.213 Epoch 3 Batch 810/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.817, Loss: 0.161 Epoch 3 Batch 811/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.825, Loss: 0.174 Epoch 3 Batch 812/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.805, Loss: 0.195 Epoch 3 Batch 813/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.795, Loss: 0.190 Epoch 3 Batch 814/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.828, Loss: 0.181 Epoch 3 Batch 815/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.820, Loss: 0.170 Epoch 3 Batch 816/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.819, Loss: 0.184 Epoch 3 Batch 817/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.835, Loss: 0.193 Epoch 3 Batch 818/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.826, Loss: 0.183 Epoch 3 Batch 819/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.828, Loss: 0.173 Epoch 3 Batch 820/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.837, Loss: 0.189 Epoch 3 Batch 821/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.828, Loss: 0.177 Epoch 3 Batch 822/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.828, Loss: 0.182 Epoch 3 Batch 823/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.832, Loss: 0.175 Epoch 3 Batch 824/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.844, Loss: 0.172 Epoch 3 Batch 825/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.836, Loss: 0.158 Epoch 3 Batch 826/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.840, Loss: 0.171 Epoch 3 Batch 827/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.826, Loss: 0.191 Epoch 3 Batch 828/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.815, Loss: 0.177 Epoch 3 Batch 829/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.819, Loss: 0.204 Epoch 3 Batch 830/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.828, Loss: 0.185 Epoch 3 Batch 831/1077 - Train Accuracy: 0.778, Validation Accuracy: 0.835, Loss: 0.199 Epoch 3 Batch 832/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.821, Loss: 0.177 Epoch 3 Batch 833/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.830, Loss: 0.204 Epoch 3 Batch 834/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.832, Loss: 0.166 Epoch 3 Batch 835/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.840, Loss: 0.191 Epoch 3 Batch 836/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.839, Loss: 0.184 Epoch 3 Batch 837/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.841, Loss: 0.190 Epoch 3 Batch 838/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.838, Loss: 0.173 Epoch 3 Batch 839/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.838, Loss: 0.170 Epoch 3 Batch 840/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.828, Loss: 0.183 Epoch 3 Batch 841/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.827, Loss: 0.192 Epoch 3 Batch 842/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.824, Loss: 0.171 Epoch 3 Batch 843/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.836, Loss: 0.170 Epoch 3 Batch 844/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.858, Loss: 0.176 Epoch 3 Batch 845/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.853, Loss: 0.166 Epoch 3 Batch 846/1077 - Train Accuracy: 0.801, Validation Accuracy: 0.847, Loss: 0.198 Epoch 3 Batch 847/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.839, Loss: 0.195 Epoch 3 Batch 848/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.830, Loss: 0.175 Epoch 3 Batch 849/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.819, Loss: 0.153 Epoch 3 Batch 850/1077 - Train Accuracy: 0.804, Validation Accuracy: 0.822, Loss: 0.221 Epoch 3 Batch 851/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.827, Loss: 0.184 Epoch 3 Batch 852/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.831, Loss: 0.186 Epoch 3 Batch 853/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.836, Loss: 0.185 Epoch 3 Batch 854/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.826, Loss: 0.182 Epoch 3 Batch 855/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.820, Loss: 0.191 Epoch 3 Batch 856/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.824, Loss: 0.179 Epoch 3 Batch 857/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.825, Loss: 0.171 Epoch 3 Batch 858/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.835, Loss: 0.173 Epoch 3 Batch 859/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.830, Loss: 0.188 Epoch 3 Batch 860/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.828, Loss: 0.183 Epoch 3 Batch 861/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.842, Loss: 0.178 Epoch 3 Batch 862/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.826, Loss: 0.171 Epoch 3 Batch 863/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.819, Loss: 0.165 Epoch 3 Batch 864/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.824, Loss: 0.190 Epoch 3 Batch 865/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.820, Loss: 0.162 Epoch 3 Batch 866/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.826, Loss: 0.186 Epoch 3 Batch 867/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.828, Loss: 0.224 Epoch 3 Batch 868/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.814, Loss: 0.183 Epoch 3 Batch 869/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.803, Loss: 0.179 Epoch 3 Batch 870/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.815, Loss: 0.186 Epoch 3 Batch 871/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.820, Loss: 0.170 Epoch 3 Batch 872/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.829, Loss: 0.169 Epoch 3 Batch 873/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.845, Loss: 0.175 Epoch 3 Batch 874/1077 - Train Accuracy: 0.810, Validation Accuracy: 0.835, Loss: 0.190 Epoch 3 Batch 875/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.826, Loss: 0.191 Epoch 3 Batch 876/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.814, Loss: 0.172 Epoch 3 Batch 877/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.814, Loss: 0.169 Epoch 3 Batch 878/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.819, Loss: 0.176 Epoch 3 Batch 879/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.823, Loss: 0.160 Epoch 3 Batch 880/1077 - Train Accuracy: 0.885, Validation Accuracy: 0.828, Loss: 0.177 Epoch 3 Batch 881/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.817, Loss: 0.175 Epoch 3 Batch 882/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.818, Loss: 0.190 Epoch 3 Batch 883/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.826, Loss: 0.203 Epoch 3 Batch 884/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.824, Loss: 0.179 Epoch 3 Batch 885/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.826, Loss: 0.149 Epoch 3 Batch 886/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.818, Loss: 0.173 Epoch 3 Batch 887/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.820, Loss: 0.189 Epoch 3 Batch 888/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.815, Loss: 0.166 Epoch 3 Batch 889/1077 - Train Accuracy: 0.868, Validation Accuracy: 0.822, Loss: 0.171 Epoch 3 Batch 890/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.813, Loss: 0.169 Epoch 3 Batch 891/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.823, Loss: 0.181 Epoch 3 Batch 892/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.821, Loss: 0.164 Epoch 3 Batch 893/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.818, Loss: 0.178 Epoch 3 Batch 894/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.825, Loss: 0.167 Epoch 3 Batch 895/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.821, Loss: 0.182 Epoch 3 Batch 896/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.824, Loss: 0.194 Epoch 3 Batch 897/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.833, Loss: 0.158 Epoch 3 Batch 898/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.820, Loss: 0.160 Epoch 3 Batch 899/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.827, Loss: 0.176 Epoch 3 Batch 900/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.832, Loss: 0.177 Epoch 3 Batch 901/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.824, Loss: 0.194 Epoch 3 Batch 902/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.825, Loss: 0.187 Epoch 3 Batch 903/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.821, Loss: 0.171 Epoch 3 Batch 904/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.832, Loss: 0.175 Epoch 3 Batch 905/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.819, Loss: 0.168 Epoch 3 Batch 906/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.812, Loss: 0.167 Epoch 3 Batch 907/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.815, Loss: 0.173 Epoch 3 Batch 908/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.821, Loss: 0.181 Epoch 3 Batch 909/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.825, Loss: 0.182 Epoch 3 Batch 910/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.831, Loss: 0.164 Epoch 3 Batch 911/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.832, Loss: 0.165 Epoch 3 Batch 912/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.835, Loss: 0.182 Epoch 3 Batch 913/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.837, Loss: 0.195 Epoch 3 Batch 914/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.833, Loss: 0.192 Epoch 3 Batch 915/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.837, Loss: 0.188 Epoch 3 Batch 916/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.849, Loss: 0.175 Epoch 3 Batch 917/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.849, Loss: 0.171 Epoch 3 Batch 918/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.847, Loss: 0.160 Epoch 3 Batch 919/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.832, Loss: 0.166 Epoch 3 Batch 920/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.808, Loss: 0.193 Epoch 3 Batch 921/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.804, Loss: 0.180 Epoch 3 Batch 922/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.808, Loss: 0.175 Epoch 3 Batch 923/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.802, Loss: 0.191 Epoch 3 Batch 924/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.822, Loss: 0.192 Epoch 3 Batch 925/1077 - Train Accuracy: 0.878, Validation Accuracy: 0.829, Loss: 0.176 Epoch 3 Batch 926/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.832, Loss: 0.176 Epoch 3 Batch 927/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.809, Loss: 0.184 Epoch 3 Batch 928/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.814, Loss: 0.179 Epoch 3 Batch 929/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.824, Loss: 0.184 Epoch 3 Batch 930/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.827, Loss: 0.167 Epoch 3 Batch 931/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.816, Loss: 0.171 Epoch 3 Batch 932/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.809, Loss: 0.175 Epoch 3 Batch 933/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.806, Loss: 0.175 Epoch 3 Batch 934/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.802, Loss: 0.186 Epoch 3 Batch 935/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.806, Loss: 0.184 Epoch 3 Batch 936/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.817, Loss: 0.185 Epoch 3 Batch 937/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.803, Loss: 0.208 Epoch 3 Batch 938/1077 - Train Accuracy: 0.862, Validation Accuracy: 0.802, Loss: 0.182 Epoch 3 Batch 939/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.807, Loss: 0.182 Epoch 3 Batch 940/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.828, Loss: 0.160 Epoch 3 Batch 941/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.835, Loss: 0.163 Epoch 3 Batch 942/1077 - Train Accuracy: 0.816, Validation Accuracy: 0.835, Loss: 0.173 Epoch 3 Batch 943/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.839, Loss: 0.184 Epoch 3 Batch 944/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.841, Loss: 0.168 Epoch 3 Batch 945/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.842, Loss: 0.167 Epoch 3 Batch 946/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.836, Loss: 0.171 Epoch 3 Batch 947/1077 - Train Accuracy: 0.776, Validation Accuracy: 0.827, Loss: 0.191 Epoch 3 Batch 948/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.830, Loss: 0.178 Epoch 3 Batch 949/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.824, Loss: 0.146 Epoch 3 Batch 950/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.829, Loss: 0.162 Epoch 3 Batch 951/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.842, Loss: 0.171 Epoch 3 Batch 952/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.827, Loss: 0.168 Epoch 3 Batch 953/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.827, Loss: 0.174 Epoch 3 Batch 954/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.828, Loss: 0.183 Epoch 3 Batch 955/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.814, Loss: 0.174 Epoch 3 Batch 956/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.814, Loss: 0.172 Epoch 3 Batch 957/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.820, Loss: 0.169 Epoch 3 Batch 958/1077 - Train Accuracy: 0.809, Validation Accuracy: 0.811, Loss: 0.188 Epoch 3 Batch 959/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.827, Loss: 0.154 Epoch 3 Batch 960/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.846, Loss: 0.172 Epoch 3 Batch 961/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.824, Loss: 0.175 Epoch 3 Batch 962/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.826, Loss: 0.173 Epoch 3 Batch 963/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.825, Loss: 0.200 Epoch 3 Batch 964/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.822, Loss: 0.160 Epoch 3 Batch 965/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.819, Loss: 0.182 Epoch 3 Batch 966/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.822, Loss: 0.151 Epoch 3 Batch 967/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.827, Loss: 0.163 Epoch 3 Batch 968/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.824, Loss: 0.185 Epoch 3 Batch 969/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.828, Loss: 0.181 Epoch 3 Batch 970/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.811, Loss: 0.186 Epoch 3 Batch 971/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.819, Loss: 0.174 Epoch 3 Batch 972/1077 - Train Accuracy: 0.808, Validation Accuracy: 0.826, Loss: 0.172 Epoch 3 Batch 973/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.817, Loss: 0.156 Epoch 3 Batch 974/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.840, Loss: 0.187 Epoch 3 Batch 975/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.848, Loss: 0.170 Epoch 3 Batch 976/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.834, Loss: 0.175 Epoch 3 Batch 977/1077 - Train Accuracy: 0.857, Validation Accuracy: 0.823, Loss: 0.161 Epoch 3 Batch 978/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.822, Loss: 0.176 Epoch 3 Batch 979/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.826, Loss: 0.192 Epoch 3 Batch 980/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.841, Loss: 0.182 Epoch 3 Batch 981/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.836, Loss: 0.182 Epoch 3 Batch 982/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.826, Loss: 0.176 Epoch 3 Batch 983/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.843, Loss: 0.193 Epoch 3 Batch 984/1077 - Train Accuracy: 0.789, Validation Accuracy: 0.825, Loss: 0.191 Epoch 3 Batch 985/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.827, Loss: 0.180 Epoch 3 Batch 986/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.833, Loss: 0.181 Epoch 3 Batch 987/1077 - Train Accuracy: 0.812, Validation Accuracy: 0.827, Loss: 0.173 Epoch 3 Batch 988/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.824, Loss: 0.192 Epoch 3 Batch 989/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.819, Loss: 0.192 Epoch 3 Batch 990/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.803, Loss: 0.186 Epoch 3 Batch 991/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.794, Loss: 0.179 Epoch 3 Batch 992/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.805, Loss: 0.183 Epoch 3 Batch 993/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.820, Loss: 0.162 Epoch 3 Batch 994/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.821, Loss: 0.161 Epoch 3 Batch 995/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.809, Loss: 0.174 Epoch 3 Batch 996/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.817, Loss: 0.188 Epoch 3 Batch 997/1077 - Train Accuracy: 0.799, Validation Accuracy: 0.808, Loss: 0.201 Epoch 3 Batch 998/1077 - Train Accuracy: 0.803, Validation Accuracy: 0.812, Loss: 0.178 Epoch 3 Batch 999/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.815, Loss: 0.180 Epoch 3 Batch 1000/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.816, Loss: 0.163 Epoch 3 Batch 1001/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.818, Loss: 0.171 Epoch 3 Batch 1002/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.814, Loss: 0.165 Epoch 3 Batch 1003/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.815, Loss: 0.188 Epoch 3 Batch 1004/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.839, Loss: 0.182 Epoch 3 Batch 1005/1077 - Train Accuracy: 0.818, Validation Accuracy: 0.826, Loss: 0.173 Epoch 3 Batch 1006/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.831, Loss: 0.174 Epoch 3 Batch 1007/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.829, Loss: 0.166 Epoch 3 Batch 1008/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.831, Loss: 0.177 Epoch 3 Batch 1009/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.825, Loss: 0.156 Epoch 3 Batch 1010/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.831, Loss: 0.167 Epoch 3 Batch 1011/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.824, Loss: 0.176 Epoch 3 Batch 1012/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.822, Loss: 0.160 Epoch 3 Batch 1013/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.823, Loss: 0.165 Epoch 3 Batch 1014/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.817, Loss: 0.183 Epoch 3 Batch 1015/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.829, Loss: 0.196 Epoch 3 Batch 1016/1077 - Train Accuracy: 0.791, Validation Accuracy: 0.825, Loss: 0.183 Epoch 3 Batch 1017/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.830, Loss: 0.174 Epoch 3 Batch 1018/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.831, Loss: 0.170 Epoch 3 Batch 1019/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.830, Loss: 0.188 Epoch 3 Batch 1020/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.827, Loss: 0.166 Epoch 3 Batch 1021/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.826, Loss: 0.174 Epoch 3 Batch 1022/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.818, Loss: 0.156 Epoch 3 Batch 1023/1077 - Train Accuracy: 0.871, Validation Accuracy: 0.814, Loss: 0.157 Epoch 3 Batch 1024/1077 - Train Accuracy: 0.806, Validation Accuracy: 0.835, Loss: 0.183 Epoch 3 Batch 1025/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.820, Loss: 0.168 Epoch 3 Batch 1026/1077 - Train Accuracy: 0.899, Validation Accuracy: 0.826, Loss: 0.162 Epoch 3 Batch 1027/1077 - Train Accuracy: 0.819, Validation Accuracy: 0.822, Loss: 0.172 Epoch 3 Batch 1028/1077 - Train Accuracy: 0.811, Validation Accuracy: 0.821, Loss: 0.177 Epoch 3 Batch 1029/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.800, Loss: 0.167 Epoch 3 Batch 1030/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.797, Loss: 0.177 Epoch 3 Batch 1031/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.807, Loss: 0.178 Epoch 3 Batch 1032/1077 - Train Accuracy: 0.824, Validation Accuracy: 0.807, Loss: 0.193 Epoch 3 Batch 1033/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.813, Loss: 0.175 Epoch 3 Batch 1034/1077 - Train Accuracy: 0.793, Validation Accuracy: 0.812, Loss: 0.179 Epoch 3 Batch 1035/1077 - Train Accuracy: 0.883, Validation Accuracy: 0.816, Loss: 0.155 Epoch 3 Batch 1036/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.831, Loss: 0.198 Epoch 3 Batch 1037/1077 - Train Accuracy: 0.826, Validation Accuracy: 0.818, Loss: 0.177 Epoch 3 Batch 1038/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.822, Loss: 0.190 Epoch 3 Batch 1039/1077 - Train Accuracy: 0.837, Validation Accuracy: 0.816, Loss: 0.160 Epoch 3 Batch 1040/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.805, Loss: 0.174 Epoch 3 Batch 1041/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.811, Loss: 0.189 Epoch 3 Batch 1042/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.809, Loss: 0.163 Epoch 3 Batch 1043/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.811, Loss: 0.186 Epoch 3 Batch 1044/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.831, Loss: 0.185 Epoch 3 Batch 1045/1077 - Train Accuracy: 0.797, Validation Accuracy: 0.832, Loss: 0.190 Epoch 3 Batch 1046/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.820, Loss: 0.155 Epoch 3 Batch 1047/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.808, Loss: 0.168 Epoch 3 Batch 1048/1077 - Train Accuracy: 0.820, Validation Accuracy: 0.813, Loss: 0.176 Epoch 3 Batch 1049/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.820, Loss: 0.180 Epoch 3 Batch 1050/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.830, Loss: 0.157 Epoch 3 Batch 1051/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.840, Loss: 0.161 Epoch 3 Batch 1052/1077 - Train Accuracy: 0.865, Validation Accuracy: 0.827, Loss: 0.167 Epoch 3 Batch 1053/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.826, Loss: 0.161 Epoch 3 Batch 1054/1077 - Train Accuracy: 0.851, Validation Accuracy: 0.824, Loss: 0.176 Epoch 3 Batch 1055/1077 - Train Accuracy: 0.873, Validation Accuracy: 0.834, Loss: 0.176 Epoch 3 Batch 1056/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.833, Loss: 0.157 Epoch 3 Batch 1057/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.837, Loss: 0.171 Epoch 3 Batch 1058/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.837, Loss: 0.185 Epoch 3 Batch 1059/1077 - Train Accuracy: 0.796, Validation Accuracy: 0.840, Loss: 0.186 Epoch 3 Batch 1060/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.843, Loss: 0.159 Epoch 3 Batch 1061/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.837, Loss: 0.184 Epoch 3 Batch 1062/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.843, Loss: 0.189 Epoch 3 Batch 1063/1077 - Train Accuracy: 0.813, Validation Accuracy: 0.841, Loss: 0.182 Epoch 3 Batch 1064/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.822, Loss: 0.171 Epoch 3 Batch 1065/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.810, Loss: 0.172 Epoch 3 Batch 1066/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.814, Loss: 0.155 Epoch 3 Batch 1067/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.821, Loss: 0.200 Epoch 3 Batch 1068/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.820, Loss: 0.162 Epoch 3 Batch 1069/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.826, Loss: 0.158 Epoch 3 Batch 1070/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.819, Loss: 0.167 Epoch 3 Batch 1071/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.806, Loss: 0.179 Epoch 3 Batch 1072/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.811, Loss: 0.176 Epoch 3 Batch 1073/1077 - Train Accuracy: 0.807, Validation Accuracy: 0.820, Loss: 0.181 Epoch 3 Batch 1074/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.814, Loss: 0.186 Epoch 3 Batch 1075/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.817, Loss: 0.207 Epoch 4 Batch 0/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.799, Loss: 0.145 Epoch 4 Batch 1/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.795, Loss: 0.184 Epoch 4 Batch 2/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.811, Loss: 0.192 Epoch 4 Batch 3/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.808, Loss: 0.170 Epoch 4 Batch 4/1077 - Train Accuracy: 0.832, Validation Accuracy: 0.787, Loss: 0.171 Epoch 4 Batch 5/1077 - Train Accuracy: 0.841, Validation Accuracy: 0.803, Loss: 0.191 Epoch 4 Batch 6/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.797, Loss: 0.189 Epoch 4 Batch 7/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.811, Loss: 0.180 Epoch 4 Batch 8/1077 - Train Accuracy: 0.855, Validation Accuracy: 0.820, Loss: 0.167 Epoch 4 Batch 9/1077 - Train Accuracy: 0.829, Validation Accuracy: 0.814, Loss: 0.173 Epoch 4 Batch 10/1077 - Train Accuracy: 0.854, Validation Accuracy: 0.811, Loss: 0.194 Epoch 4 Batch 11/1077 - Train Accuracy: 0.815, Validation Accuracy: 0.814, Loss: 0.190 Epoch 4 Batch 12/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.822, Loss: 0.186 Epoch 4 Batch 13/1077 - Train Accuracy: 0.821, Validation Accuracy: 0.819, Loss: 0.192 Epoch 4 Batch 14/1077 - Train Accuracy: 0.870, Validation Accuracy: 0.831, Loss: 0.162 Epoch 4 Batch 15/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.815, Loss: 0.155 Epoch 4 Batch 16/1077 - Train Accuracy: 0.844, Validation Accuracy: 0.821, Loss: 0.185 Epoch 4 Batch 17/1077 - Train Accuracy: 0.863, Validation Accuracy: 0.818, Loss: 0.162 Epoch 4 Batch 18/1077 - Train Accuracy: 0.835, Validation Accuracy: 0.823, Loss: 0.182 Epoch 4 Batch 19/1077 - Train Accuracy: 0.843, Validation Accuracy: 0.823, Loss: 0.183 Epoch 4 Batch 20/1077 - Train Accuracy: 0.831, Validation Accuracy: 0.816, Loss: 0.154 Epoch 4 Batch 21/1077 - Train Accuracy: 0.823, Validation Accuracy: 0.808, Loss: 0.199 Epoch 4 Batch 22/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.797, Loss: 0.184 Epoch 4 Batch 23/1077 - Train Accuracy: 0.833, Validation Accuracy: 0.810, Loss: 0.173 Epoch 4 Batch 24/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.800, Loss: 0.178 Epoch 4 Batch 25/1077 - Train Accuracy: 0.866, Validation Accuracy: 0.806, Loss: 0.170 Epoch 4 Batch 26/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.823, Loss: 0.190 Epoch 4 Batch 27/1077 - Train Accuracy: 0.874, Validation Accuracy: 0.818, Loss: 0.155 Epoch 4 Batch 28/1077 - Train Accuracy: 0.845, Validation Accuracy: 0.815, Loss: 0.173 Epoch 4 Batch 29/1077 - Train Accuracy: 0.839, Validation Accuracy: 0.841, Loss: 0.185 Epoch 4 Batch 30/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.836, Loss: 0.172 Epoch 4 Batch 31/1077 - Train Accuracy: 0.850, Validation Accuracy: 0.842, Loss: 0.172 Epoch 4 Batch 32/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.844, Loss: 0.163 Epoch 4 Batch 33/1077 - Train Accuracy: 0.842, Validation Accuracy: 0.833, Loss: 0.163 Epoch 4 Batch 34/1077 - Train Accuracy: 0.861, Validation Accuracy: 0.834, Loss: 0.170 Epoch 4 Batch 35/1077 - Train Accuracy: 0.860, Validation Accuracy: 0.825, Loss: 0.161 Epoch 4 Batch 36/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.840, Loss: 0.168 Epoch 4 Batch 37/1077 - Train Accuracy: 0.869, Validation Accuracy: 0.837, Loss: 0.180 Epoch 4 Batch 38/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.837, Loss: 0.206 Epoch 4 Batch 39/1077 - Train Accuracy: 0.828, Validation Accuracy: 0.836, Loss: 0.196 Epoch 4 Batch 40/1077 - Train Accuracy: 0.822, Validation Accuracy: 0.812, Loss: 0.179 Epoch 4 Batch 41/1077 - Train Accuracy: 0.825, Validation Accuracy: 0.814, Loss: 0.173 Epoch 4 Batch 42/1077 - Train Accuracy: 0.858, Validation Accuracy: 0.820, Loss: 0.180 Epoch 4 Batch 43/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.826, Loss: 0.168 Epoch 4 Batch 44/1077 - Train Accuracy: 0.859, Validation Accuracy: 0.835, Loss: 0.175 Epoch 4 Batch 45/1077 - Train Accuracy: 0.827, Validation Accuracy: 0.835, Loss: 0.165 Epoch 4 Batch 46/1077 - Train Accuracy: 0.834, Validation Accuracy: 0.838, Loss: 0.188 Epoch 4 Batch 47/1077 - Train Accuracy: 0.864, Validation Accuracy: 0.837, Loss: 0.173 Epoch 4 Batch 48/1077 - Train Accuracy: 0.847, Validation Accuracy: 0.833, Loss: 0.179 Epoch 4 Batch 49/1077 - Train Accuracy: 0.849, Validation Accuracy: 0.843, Loss: 0.187 Epoch 4 Batch 50/1077 - Train Accuracy: 0.846, Validation Accuracy: 0.846, Loss: 0.163 Epoch 4 Batch 51/1077 - Train Accuracy: 0.853, Validation Accuracy: 0.830, Loss: 0.170 Epoch 4 Batch 52/1077 - Train Accuracy: 0.848, Validation Accuracy: 0.823, Loss: 0.178 Epoch 4 Batch 53/1077 - Train Accuracy: 0.840, Validation Accuracy: 0.841, Loss: 0.179 Epoch 4 Batch 54/1077 - Train Accuracy: 0.830, Validation Accuracy: 0.843, Loss: 0.200 Epoch 4 Batch 55/1077 - Train Accuracy: 0.875, Validation Accuracy: 0.832, Loss: 0.155 Epoch 4 Batch 56/1077 - Train Accuracy: 0.838, Validation Accuracy: 0.820, Loss: 0.161 Epoch 4 Batch 57/1077 - Train Accuracy: 0.817, Validation Accuracy: 0.821, Loss: 0.177 Epoch 4 Batch 58/1077 - Train Accuracy: 0.872, Validation Accuracy: 0.822, Loss: 0.158 Epoch 4 Batch 59/1077 - Train Accuracy: 0.836, Validation Accuracy: 0.814, Loss: 0.173 Epoch 4 Batch 60/1077 - Train Accuracy: 0.852, Validation Accuracy: 0.809, Loss: 0.159 Epoch 4 Batch 61/1077 - Train Accuracy: 0.805, Validation Accuracy: 0.805, Loss: 0.185