Epoch 1/100 ---------- lr: 0.001 train loss: 25.2648 val loss: 7.0822 Epoch 2/100 ---------- lr: 0.001 train loss: 6.0818 val loss: 5.0518 Epoch 3/100 ---------- lr: 0.001 train loss: 5.1485 val loss: 3.8059 Epoch 4/100 ---------- lr: 0.001 train loss: 4.3548 val loss: 3.4581 Epoch 5/100 ---------- lr: 0.001 train loss: 3.8621 val loss: 2.9600 Epoch 6/100 ---------- lr: 0.001 train loss: 3.3758 val loss: 2.9150 Epoch 7/100 ---------- lr: 0.001 train loss: 3.1192 val loss: 4.8865 Epoch 8/100 ---------- lr: 0.001 train loss: 3.2560 val loss: 2.2923 Epoch 9/100 ---------- lr: 0.001 train loss: 2.7436 val loss: 2.0800 Epoch 10/100 ---------- lr: 0.001 train loss: 2.5206 val loss: 2.1907 Epoch 11/100 ---------- lr: 0.001 train loss: 2.3189 val loss: 1.8754 Epoch 12/100 ---------- lr: 0.001 train loss: 2.2697 val loss: 1.5559 Epoch 13/100 ---------- lr: 0.001 train loss: 1.9620 val loss: 1.4155 Epoch 14/100 ---------- lr: 0.001 train loss: 1.8529 val loss: 1.3705 Epoch 15/100 ---------- lr: 0.001 train loss: 1.8674 val loss: 1.4603 Epoch 16/100 ---------- lr: 0.001 train loss: 1.7457 val loss: 1.1748 Epoch 17/100 ---------- lr: 0.001 train loss: 1.5993 val loss: 1.1781 Epoch 18/100 ---------- lr: 0.001 train loss: 1.4864 val loss: 1.1901 Epoch 19/100 ---------- lr: 0.001 train loss: 1.5247 val loss: 1.0791 Epoch 20/100 ---------- lr: 0.001 train loss: 1.5103 val loss: 1.1271 Epoch 21/100 ---------- lr: 0.001 train loss: 1.4451 val loss: 1.4423 Epoch 22/100 ---------- lr: 0.001 train loss: 1.5026 val loss: 0.8543 Epoch 23/100 ---------- lr: 0.001 train loss: 1.2116 val loss: 0.7801 Epoch 24/100 ---------- lr: 0.001 train loss: 1.1488 val loss: 0.7064 Epoch 25/100 ---------- lr: 0.001 train loss: 1.1484 val loss: 0.7817 Epoch 26/100 ---------- lr: 0.001 train loss: 1.0961 val loss: 0.6566 Epoch 27/100 ---------- lr: 0.001 train loss: 1.1331 val loss: 0.7140 Epoch 28/100 ---------- lr: 0.001 train loss: 1.0803 val loss: 0.8613 Epoch 29/100 ---------- lr: 0.001 train loss: 1.0876 val loss: 0.6075 Epoch 30/100 ---------- lr: 0.001 train loss: 1.0807 val loss: 0.9014 Epoch 31/100 ---------- lr: 0.001 train loss: 1.2252 val loss: 0.6609 Epoch 32/100 ---------- lr: 0.001 train loss: 1.0270 val loss: 0.5536 Epoch 33/100 ---------- lr: 0.001 train loss: 0.9196 val loss: 0.5883 Epoch 34/100 ---------- lr: 0.001 train loss: 0.9594 val loss: 0.5874 Epoch 35/100 ---------- lr: 0.001 train loss: 0.9014 val loss: 0.5672 Epoch 36/100 ---------- lr: 0.001 train loss: 0.8669 val loss: 0.4990 Epoch 37/100 ---------- lr: 0.001 train loss: 0.8586 val loss: 0.4721 Epoch 38/100 ---------- lr: 0.001 train loss: 0.8824 val loss: 0.5291 Epoch 39/100 ---------- lr: 0.001 train loss: 0.9058 val loss: 0.4554 Epoch 40/100 ---------- lr: 0.001 train loss: 0.8367 val loss: 0.5463 Epoch 41/100 ---------- lr: 0.001 train loss: 0.8955 val loss: 0.4849 Epoch 42/100 ---------- lr: 0.001 train loss: 0.8129 val loss: 0.4565 Epoch 43/100 ---------- lr: 0.001 train loss: 0.7917 val loss: 0.3842 Epoch 44/100 ---------- lr: 0.001 train loss: 0.7722 val loss: 0.4702 Epoch 45/100 ---------- lr: 0.001 train loss: 0.8832 val loss: 0.4475 Epoch 46/100 ---------- lr: 0.001 train loss: 0.7587 val loss: 0.4852 Epoch 47/100 ---------- lr: 0.001 train loss: 1.3171 val loss: 0.6241 Epoch 48/100 ---------- lr: 0.001 train loss: 0.8402 val loss: 0.4679 Epoch 49/100 ---------- lr: 0.001 train loss: 0.7517 val loss: 0.3608 Epoch 50/100 ---------- lr: 0.001 train loss: 0.7185 val loss: 0.3821 Epoch 51/100 ---------- lr: 0.001 train loss: 0.7137 val loss: 0.3500 Epoch 52/100 ---------- lr: 0.001 train loss: 0.7267 val loss: 0.3369 Epoch 53/100 ---------- lr: 0.001 train loss: 0.7089 val loss: 0.3394 Epoch 54/100 ---------- lr: 0.001 train loss: 0.7077 val loss: 0.3316 Epoch 55/100 ---------- lr: 0.001 train loss: 0.6979 val loss: 0.3740 Epoch 56/100 ---------- lr: 0.001 train loss: 0.8359 val loss: 0.5633 Epoch 57/100 ---------- lr: 0.001 train loss: 0.8236 val loss: 0.3478 Epoch 58/100 ---------- lr: 0.001 train loss: 0.6939 val loss: 0.3116 Epoch 59/100 ---------- lr: 0.001 train loss: 0.6945 val loss: 0.3195 Epoch 60/100 ---------- lr: 0.001 train loss: 0.6801 val loss: 0.3145 Epoch 61/100 ---------- lr: 0.001 train loss: 0.6756 val loss: 0.3268 Epoch 62/100 ---------- lr: 0.001 train loss: 0.6931 val loss: 0.3285 Epoch 63/100 ---------- lr: 0.001 train loss: 0.6927 val loss: 0.3162 Epoch 64/100 ---------- lr: 0.001 train loss: 0.6630 val loss: 0.3595 Epoch 65/100 ---------- lr: 0.001 train loss: 0.6608 val loss: 0.2958 Epoch 66/100 ---------- lr: 0.001 train loss: 0.6567 val loss: 0.3086 Epoch 67/100 ---------- lr: 0.001 train loss: 0.6733 val loss: 0.3297 Epoch 68/100 ---------- lr: 0.001 train loss: 0.6630 val loss: 0.2976 Epoch 69/100 ---------- lr: 0.001 train loss: 0.6551 val loss: 0.2824 Epoch 70/100 ---------- lr: 0.001 train loss: 0.7352 val loss: 0.4223 Epoch 71/100 ---------- lr: 0.001 train loss: 0.6719 val loss: 0.2645 Epoch 72/100 ---------- lr: 0.001 train loss: 0.6165 val loss: 0.2680 Epoch 73/100 ---------- lr: 0.001 train loss: 0.6189 val loss: 0.2635 Epoch 74/100 ---------- lr: 0.001 train loss: 0.6576 val loss: 0.3122 Epoch 75/100 ---------- lr: 0.001 train loss: 0.6359 val loss: 0.2630 Epoch 76/100 ---------- lr: 0.001 train loss: 0.6390 val loss: 0.3200 Epoch 77/100 ---------- lr: 0.001 train loss: 0.9602 val loss: 0.6904 Epoch 78/100 ---------- lr: 0.001 train loss: 0.8215 val loss: 0.3734 Epoch 79/100 ---------- lr: 0.001 train loss: 0.6659 val loss: 0.3055 Epoch 80/100 ---------- lr: 0.001 train loss: 0.6300 val loss: 0.2910 Epoch 81/100 ---------- lr: 0.001 train loss: 0.6140 val loss: 0.2726 Epoch 82/100 ---------- lr: 0.001 train loss: 0.6101 val loss: 0.2628 Epoch 83/100 ---------- lr: 0.001 train loss: 0.6012 val loss: 0.2609 Epoch 84/100 ---------- lr: 0.001 train loss: 0.5975 val loss: 0.2490 Epoch 85/100 ---------- lr: 0.001 train loss: 0.5984 val loss: 0.2562 Epoch 86/100 ---------- lr: 0.001 train loss: 0.6063 val loss: 0.2498 Epoch 87/100 ---------- lr: 0.001 train loss: 0.5998 val loss: 0.2566 Epoch 88/100 ---------- lr: 0.001 train loss: 0.6027 val loss: 0.2459 Epoch 89/100 ---------- lr: 0.001 train loss: 0.6059 val loss: 0.2933 Epoch 90/100 ---------- lr: 0.001 train loss: 0.6132 val loss: 0.3683 Epoch 91/100 ---------- lr: 0.001 train loss: 0.6200 val loss: 0.2577 Epoch 92/100 ---------- lr: 0.001 train loss: 0.6149 val loss: 0.2708 Epoch 93/100 ---------- lr: 0.001 train loss: 0.5945 val loss: 0.2518 Epoch 94/100 ---------- lr: 0.001 train loss: 0.5837 val loss: 0.2350 Epoch 95/100 ---------- lr: 0.001 train loss: 0.5815 val loss: 0.3403 Epoch 96/100 ---------- lr: 0.001 train loss: 0.6243 val loss: 0.2327 Epoch 97/100 ---------- lr: 0.001 train loss: 0.5839 val loss: 0.2326 Epoch 98/100 ---------- lr: 0.001 train loss: 0.5858 val loss: 0.2737 Epoch 99/100 ---------- lr: 0.001 train loss: 0.6021 val loss: 0.2522 Epoch 100/100 ---------- lr: 0.001 train loss: 0.5825 val loss: 0.2842 Training complete in 8m 41s Best val loss: 0.2326 at epoch 97 Val MSE at best epoch: 0.0842