Epoch 1/100 ---------- lr: 0.001 train loss: 16.9565 val loss: 5.3566 Epoch 2/100 ---------- lr: 0.001 train loss: 4.7480 val loss: 3.6850 Epoch 3/100 ---------- lr: 0.001 train loss: 3.9069 val loss: 2.8904 Epoch 4/100 ---------- lr: 0.001 train loss: 3.4499 val loss: 2.6217 Epoch 5/100 ---------- lr: 0.001 train loss: 3.1774 val loss: 2.8042 Epoch 6/100 ---------- lr: 0.001 train loss: 2.8791 val loss: 2.2059 Epoch 7/100 ---------- lr: 0.001 train loss: 2.6759 val loss: 1.9631 Epoch 8/100 ---------- lr: 0.001 train loss: 2.4154 val loss: 1.8744 Epoch 9/100 ---------- lr: 0.001 train loss: 2.5146 val loss: 1.8258 Epoch 10/100 ---------- lr: 0.001 train loss: 2.1649 val loss: 1.6295 Epoch 11/100 ---------- lr: 0.001 train loss: 2.0763 val loss: 1.5984 Epoch 12/100 ---------- lr: 0.001 train loss: 1.8994 val loss: 1.3466 Epoch 13/100 ---------- lr: 0.001 train loss: 1.7904 val loss: 1.1975 Epoch 14/100 ---------- lr: 0.001 train loss: 1.6940 val loss: 1.1414 Epoch 15/100 ---------- lr: 0.001 train loss: 1.6537 val loss: 1.1327 Epoch 16/100 ---------- lr: 0.001 train loss: 1.8552 val loss: 1.3157 Epoch 17/100 ---------- lr: 0.001 train loss: 1.6299 val loss: 1.0103 Epoch 18/100 ---------- lr: 0.001 train loss: 1.4231 val loss: 0.9869 Epoch 19/100 ---------- lr: 0.001 train loss: 1.3707 val loss: 0.8754 Epoch 20/100 ---------- lr: 0.001 train loss: 1.3345 val loss: 0.8745 Epoch 21/100 ---------- lr: 0.001 train loss: 1.2881 val loss: 0.8228 Epoch 22/100 ---------- lr: 0.001 train loss: 1.2871 val loss: 0.7411 Epoch 23/100 ---------- lr: 0.001 train loss: 1.2373 val loss: 0.7496 Epoch 24/100 ---------- lr: 0.001 train loss: 1.2631 val loss: 1.4783 Epoch 25/100 ---------- lr: 0.001 train loss: 1.4384 val loss: 0.9107 Epoch 26/100 ---------- lr: 0.001 train loss: 1.1794 val loss: 0.7000 Epoch 27/100 ---------- lr: 0.001 train loss: 1.1072 val loss: 0.5874 Epoch 28/100 ---------- lr: 0.001 train loss: 1.0738 val loss: 0.7092 Epoch 29/100 ---------- lr: 0.001 train loss: 1.1353 val loss: 0.6418 Epoch 30/100 ---------- lr: 0.001 train loss: 1.0825 val loss: 0.5630 Epoch 31/100 ---------- lr: 0.001 train loss: 1.0165 val loss: 0.5707 Epoch 32/100 ---------- lr: 0.001 train loss: 0.9927 val loss: 0.5223 Epoch 33/100 ---------- lr: 0.001 train loss: 0.9831 val loss: 0.5370 Epoch 34/100 ---------- lr: 0.001 train loss: 0.9964 val loss: 0.6212 Epoch 35/100 ---------- lr: 0.001 train loss: 1.0314 val loss: 0.5753 Epoch 36/100 ---------- lr: 0.001 train loss: 0.9594 val loss: 0.5010 Epoch 37/100 ---------- lr: 0.001 train loss: 0.9917 val loss: 0.5676 Epoch 38/100 ---------- lr: 0.001 train loss: 0.9705 val loss: 0.5350 Epoch 39/100 ---------- lr: 0.001 train loss: 1.0134 val loss: 0.6664 Epoch 40/100 ---------- lr: 0.001 train loss: 0.9385 val loss: 0.4247 Epoch 41/100 ---------- lr: 0.001 train loss: 0.8727 val loss: 0.4410 Epoch 42/100 ---------- lr: 0.001 train loss: 0.8654 val loss: 0.4594 Epoch 43/100 ---------- lr: 0.001 train loss: 0.8560 val loss: 0.4260 Epoch 44/100 ---------- lr: 0.001 train loss: 0.8966 val loss: 0.4390 Epoch 45/100 ---------- lr: 0.001 train loss: 0.9185 val loss: 0.4589 Epoch 46/100 ---------- lr: 0.001 train loss: 0.8721 val loss: 0.4349 Epoch 47/100 ---------- lr: 0.001 train loss: 0.9103 val loss: 0.4036 Epoch 48/100 ---------- lr: 0.001 train loss: 0.8406 val loss: 0.3875 Epoch 49/100 ---------- lr: 0.001 train loss: 0.8187 val loss: 0.3834 Epoch 50/100 ---------- lr: 0.001 train loss: 0.8233 val loss: 0.4200 Epoch 51/100 ---------- lr: 0.001 train loss: 0.8129 val loss: 0.3658 Epoch 52/100 ---------- lr: 0.001 train loss: 0.8218 val loss: 0.4217 Epoch 53/100 ---------- lr: 0.001 train loss: 0.8084 val loss: 0.3766 Epoch 54/100 ---------- lr: 0.001 train loss: 0.7846 val loss: 0.3895 Epoch 55/100 ---------- lr: 0.001 train loss: 0.8132 val loss: 0.4109 Epoch 56/100 ---------- lr: 0.001 train loss: 0.8298 val loss: 0.4174 Epoch 57/100 ---------- lr: 0.001 train loss: 0.7899 val loss: 0.3912 Epoch 58/100 ---------- lr: 0.001 train loss: 0.7748 val loss: 0.3473 Epoch 59/100 ---------- lr: 0.001 train loss: 0.7779 val loss: 0.3775 Epoch 60/100 ---------- lr: 0.001 train loss: 0.7567 val loss: 0.3747 Epoch 61/100 ---------- lr: 0.001 train loss: 0.7837 val loss: 0.3730 Epoch 62/100 ---------- lr: 0.001 train loss: 0.7640 val loss: 0.3172 Epoch 63/100 ---------- lr: 0.001 train loss: 0.7521 val loss: 0.3226 Epoch 64/100 ---------- lr: 0.001 train loss: 0.7446 val loss: 0.3679 Epoch 65/100 ---------- lr: 0.001 train loss: 0.7615 val loss: 0.3652 Epoch 66/100 ---------- lr: 0.001 train loss: 0.7658 val loss: 0.3107 Epoch 67/100 ---------- lr: 0.001 train loss: 0.7351 val loss: 0.3321 Epoch 68/100 ---------- lr: 0.001 train loss: 0.7376 val loss: 0.3073 Epoch 69/100 ---------- lr: 0.001 train loss: 0.7228 val loss: 0.2915 Epoch 70/100 ---------- lr: 0.001 train loss: 0.8326 val loss: 0.3731 Epoch 71/100 ---------- lr: 0.001 train loss: 0.7404 val loss: 0.2838 Epoch 72/100 ---------- lr: 0.001 train loss: 0.7090 val loss: 0.2850 Epoch 73/100 ---------- lr: 0.001 train loss: 0.7161 val loss: 0.2857 Epoch 74/100 ---------- lr: 0.001 train loss: 0.7306 val loss: 0.2919 Epoch 75/100 ---------- lr: 0.001 train loss: 0.7142 val loss: 0.2959 Epoch 76/100 ---------- lr: 0.001 train loss: 0.8882 val loss: 0.3623 Epoch 77/100 ---------- lr: 0.001 train loss: 0.8018 val loss: 0.2967 Epoch 78/100 ---------- lr: 0.001 train loss: 0.7144 val loss: 0.2931 Epoch 79/100 ---------- lr: 0.001 train loss: 0.7059 val loss: 0.2663 Epoch 80/100 ---------- lr: 0.001 train loss: 0.6990 val loss: 0.2680 Epoch 81/100 ---------- lr: 0.001 train loss: 0.6980 val loss: 0.2651 Epoch 82/100 ---------- lr: 0.001 train loss: 0.6905 val loss: 0.2615 Epoch 83/100 ---------- lr: 0.001 train loss: 0.6983 val loss: 0.2884 Epoch 84/100 ---------- lr: 0.001 train loss: 0.7046 val loss: 0.2642 Epoch 85/100 ---------- lr: 0.001 train loss: 0.6995 val loss: 0.2896 Epoch 86/100 ---------- lr: 0.001 train loss: 0.7070 val loss: 0.2994 Epoch 87/100 ---------- lr: 0.001 train loss: 0.6993 val loss: 0.2599 Epoch 88/100 ---------- lr: 0.001 train loss: 0.6812 val loss: 0.2496 Epoch 89/100 ---------- lr: 0.001 train loss: 0.6811 val loss: 0.2633 Epoch 90/100 ---------- lr: 0.001 train loss: 0.7513 val loss: 0.6421 Epoch 91/100 ---------- lr: 0.001 train loss: 0.8134 val loss: 0.2795 Epoch 92/100 ---------- lr: 0.001 train loss: 0.6771 val loss: 0.2444 Epoch 93/100 ---------- lr: 0.001 train loss: 0.6677 val loss: 0.2592 Epoch 94/100 ---------- lr: 0.001 train loss: 0.6705 val loss: 0.2443 Epoch 95/100 ---------- lr: 0.001 train loss: 0.6799 val loss: 0.2698 Epoch 96/100 ---------- lr: 0.001 train loss: 0.6750 val loss: 0.2431 Epoch 97/100 ---------- lr: 0.001 train loss: 0.6862 val loss: 0.4099 Epoch 98/100 ---------- lr: 0.001 train loss: 0.7805 val loss: 0.2690 Epoch 99/100 ---------- lr: 0.001 train loss: 0.6746 val loss: 0.2417 Epoch 100/100 ---------- lr: 0.001 train loss: 0.6735 val loss: 0.2461 Training complete in 8m 8s Best val loss: 0.2417 at epoch 99 Val MSE at best epoch: 0.0991