Epoch 1/100 ---------- lr: 0.005 train loss: 7.7468 val loss: 3.6861 Epoch 2/100 ---------- lr: 0.005 train loss: 4.0672 val loss: 3.4637 Epoch 3/100 ---------- lr: 0.005 train loss: 3.5697 val loss: 2.5404 Epoch 4/100 ---------- lr: 0.005 train loss: 3.0946 val loss: 2.9595 Epoch 5/100 ---------- lr: 0.005 train loss: 2.5992 val loss: 2.2450 Epoch 6/100 ---------- lr: 0.005 train loss: 2.4824 val loss: 2.7246 Epoch 7/100 ---------- lr: 0.005 train loss: 2.4567 val loss: 1.9536 Epoch 8/100 ---------- lr: 0.005 train loss: 1.8590 val loss: 1.6340 Epoch 9/100 ---------- lr: 0.005 train loss: 1.8186 val loss: 1.1996 Epoch 10/100 ---------- lr: 0.005 train loss: 1.6283 val loss: 1.1524 Epoch 11/100 ---------- lr: 0.005 train loss: 1.7422 val loss: 1.3991 Epoch 12/100 ---------- lr: 0.005 train loss: 2.1798 val loss: 1.1097 Epoch 13/100 ---------- lr: 0.005 train loss: 1.7127 val loss: 1.7087 Epoch 14/100 ---------- lr: 0.005 train loss: 1.6483 val loss: 0.8784 Epoch 15/100 ---------- lr: 0.005 train loss: 1.2443 val loss: 0.6963 Epoch 16/100 ---------- lr: 0.005 train loss: 1.1250 val loss: 0.6814 Epoch 17/100 ---------- lr: 0.005 train loss: 1.2558 val loss: 0.7041 Epoch 18/100 ---------- lr: 0.005 train loss: 1.0311 val loss: 0.5449 Epoch 19/100 ---------- lr: 0.005 train loss: 1.0047 val loss: 0.5478 Epoch 20/100 ---------- lr: 0.005 train loss: 1.3823 val loss: 1.0472 Epoch 21/100 ---------- lr: 0.005 train loss: 1.1674 val loss: 0.6148 Epoch 22/100 ---------- lr: 0.005 train loss: 1.2358 val loss: 0.6585 Epoch 23/100 ---------- lr: 0.005 train loss: 1.0125 val loss: 0.5377 Epoch 24/100 ---------- lr: 0.005 train loss: 0.8674 val loss: 0.4190 Epoch 25/100 ---------- lr: 0.005 train loss: 0.9036 val loss: 0.5798 Epoch 26/100 ---------- lr: 0.005 train loss: 0.9331 val loss: 0.3702 Epoch 27/100 ---------- lr: 0.005 train loss: 1.4887 val loss: 1.3530 Epoch 28/100 ---------- lr: 0.005 train loss: 1.3628 val loss: 0.6053 Epoch 29/100 ---------- lr: 0.005 train loss: 0.8944 val loss: 0.4756 Epoch 30/100 ---------- lr: 0.005 train loss: 0.8519 val loss: 0.4261 Epoch 31/100 ---------- lr: 0.005 train loss: 0.7918 val loss: 0.4774 Epoch 32/100 ---------- lr: 0.005 train loss: 0.7412 val loss: 0.3826 Epoch 33/100 ---------- lr: 0.005 train loss: 0.8123 val loss: 0.4219 Epoch 34/100 ---------- lr: 0.005 train loss: 1.1001 val loss: 0.8999 Epoch 35/100 ---------- lr: 0.005 train loss: 0.8981 val loss: 0.3614 Epoch 36/100 ---------- lr: 0.005 train loss: 0.7683 val loss: 0.3259 Epoch 37/100 ---------- lr: 0.005 train loss: 0.7173 val loss: 0.3147 Epoch 38/100 ---------- lr: 0.005 train loss: 0.6961 val loss: 0.3517 Epoch 39/100 ---------- lr: 0.005 train loss: 0.8667 val loss: 0.4633 Epoch 40/100 ---------- lr: 0.005 train loss: 0.7450 val loss: 0.3288 Epoch 41/100 ---------- lr: 0.005 train loss: 0.6511 val loss: 0.2569 Epoch 42/100 ---------- lr: 0.005 train loss: 0.7159 val loss: 0.4073 Epoch 43/100 ---------- lr: 0.005 train loss: 1.3208 val loss: 0.9715 Epoch 44/100 ---------- lr: 0.005 train loss: 1.4716 val loss: 1.9668 Epoch 45/100 ---------- lr: 0.005 train loss: 7.8999 val loss: 6.2868 Epoch 46/100 ---------- lr: 0.005 train loss: 5.6957 val loss: 4.5049 Epoch 47/100 ---------- lr: 0.005 train loss: 5.8379 val loss: 4.7876 Epoch 48/100 ---------- lr: 0.005 train loss: 5.2249 val loss: 3.9225 Epoch 49/100 ---------- lr: 0.005 train loss: 5.1343 val loss: 4.2665 Epoch 50/100 ---------- lr: 0.005 train loss: 4.7736 val loss: 3.6694 Epoch 51/100 ---------- lr: 0.005 train loss: 4.7037 val loss: 4.8682 Epoch 52/100 ---------- lr: 0.005 train loss: 5.0608 val loss: 4.6296 Epoch 53/100 ---------- lr: 0.005 train loss: 4.8720 val loss: 3.2387 Epoch 54/100 ---------- lr: 0.005 train loss: 4.1975 val loss: 3.1359 Epoch 55/100 ---------- lr: 0.005 train loss: 3.7726 val loss: 2.8993 Epoch 56/100 ---------- lr: 0.005 train loss: 3.5940 val loss: 2.8011 Epoch 57/100 ---------- lr: 0.005 train loss: 3.5911 val loss: 3.3205 Epoch 58/100 ---------- lr: 0.005 train loss: 4.2184 val loss: 3.6903 Epoch 59/100 ---------- lr: 0.005 train loss: 4.6632 val loss: 3.4272 Epoch 60/100 ---------- lr: 0.005 train loss: 4.8115 val loss: 4.9241 Epoch 61/100 ---------- lr: 0.005 train loss: 5.2560 val loss: 4.7533 Epoch 62/100 ---------- lr: 0.005 train loss: 5.1698 val loss: 3.9923 Epoch 63/100 ---------- lr: 0.0025 train loss: 4.2853 val loss: 3.1353 Epoch 64/100 ---------- lr: 0.0025 train loss: 3.8273 val loss: 2.9385 Epoch 65/100 ---------- lr: 0.0025 train loss: 3.9030 val loss: 2.9316 Epoch 66/100 ---------- lr: 0.0025 train loss: 3.6900 val loss: 2.7609 Epoch 67/100 ---------- lr: 0.0025 train loss: 3.4952 val loss: 2.9573 Epoch 68/100 ---------- lr: 0.0025 train loss: 3.4275 val loss: 2.5343 Epoch 69/100 ---------- lr: 0.0025 train loss: 3.4551 val loss: 2.8456 Epoch 70/100 ---------- lr: 0.0025 train loss: 3.4035 val loss: 2.7532 Epoch 71/100 ---------- lr: 0.0025 train loss: 3.3769 val loss: 2.9660 Epoch 72/100 ---------- lr: 0.0025 train loss: 3.3950 val loss: 2.6706 Epoch 73/100 ---------- lr: 0.0025 train loss: 3.2276 val loss: 2.4698 Epoch 74/100 ---------- lr: 0.0025 train loss: 3.0360 val loss: 2.3087 Epoch 75/100 ---------- lr: 0.0025 train loss: 3.0386 val loss: 2.6049 Epoch 76/100 ---------- lr: 0.0025 train loss: 2.9947 val loss: 2.4487 Epoch 77/100 ---------- lr: 0.0025 train loss: 3.0195 val loss: 2.3659 Epoch 78/100 ---------- lr: 0.0025 train loss: 3.1680 val loss: 2.6179 Epoch 79/100 ---------- lr: 0.0025 train loss: 2.9685 val loss: 2.3264 Epoch 80/100 ---------- lr: 0.0025 train loss: 2.8925 val loss: 2.3262 Epoch 81/100 ---------- lr: 0.0025 train loss: 3.0136 val loss: 2.3265 Epoch 82/100 ---------- lr: 0.0025 train loss: 2.9180 val loss: 2.3012 Epoch 83/100 ---------- lr: 0.0025 train loss: 3.2185 val loss: 2.4763 Epoch 84/100 ---------- lr: 0.00125 train loss: 2.9194 val loss: 2.1365 Epoch 85/100 ---------- lr: 0.00125 train loss: 2.7457 val loss: 2.0480 Epoch 86/100 ---------- lr: 0.00125 train loss: 2.6682 val loss: 1.9917 Epoch 87/100 ---------- lr: 0.00125 train loss: 2.6288 val loss: 1.9886 Epoch 88/100 ---------- lr: 0.00125 train loss: 2.5358 val loss: 1.8662 Epoch 89/100 ---------- lr: 0.00125 train loss: 2.5073 val loss: 1.9121 Epoch 90/100 ---------- lr: 0.00125 train loss: 2.4276 val loss: 1.8379 Epoch 91/100 ---------- lr: 0.00125 train loss: 2.4325 val loss: 1.7448 Epoch 92/100 ---------- lr: 0.00125 train loss: 2.3709 val loss: 1.7128 Epoch 93/100 ---------- lr: 0.00125 train loss: 2.3009 val loss: 1.7648 Epoch 94/100 ---------- lr: 0.00125 train loss: 2.3533 val loss: 1.8296 Epoch 95/100 ---------- lr: 0.00125 train loss: 2.3325 val loss: 1.7105 Epoch 96/100 ---------- lr: 0.00125 train loss: 2.2716 val loss: 1.7474 Epoch 97/100 ---------- lr: 0.00125 train loss: 2.2650 val loss: 1.7719 Epoch 98/100 ---------- lr: 0.00125 train loss: 2.2411 val loss: 1.7750 Epoch 99/100 ---------- lr: 0.00125 train loss: 2.2528 val loss: 1.6989 Epoch 100/100 ---------- lr: 0.00125 train loss: 2.2037 val loss: 1.6367 Training complete in 20m 0s Best val loss: 0.2569 at epoch 41 Val MSE at best epoch: 0.1093