Epoch 1/100 ---------- lr: 0.005 train loss: 8.6990 val loss: 4.8690 Epoch 2/100 ---------- lr: 0.005 train loss: 3.7124 val loss: 2.8670 Epoch 3/100 ---------- lr: 0.005 train loss: 3.5748 val loss: 2.6345 Epoch 4/100 ---------- lr: 0.005 train loss: 3.0535 val loss: 2.2531 Epoch 5/100 ---------- lr: 0.005 train loss: 2.5598 val loss: 2.0904 Epoch 6/100 ---------- lr: 0.005 train loss: 2.4345 val loss: 1.9625 Epoch 7/100 ---------- lr: 0.005 train loss: 2.2054 val loss: 1.6976 Epoch 8/100 ---------- lr: 0.005 train loss: 1.9822 val loss: 1.3537 Epoch 9/100 ---------- lr: 0.005 train loss: 1.8085 val loss: 1.3640 Epoch 10/100 ---------- lr: 0.005 train loss: 1.7137 val loss: 1.5269 Epoch 11/100 ---------- lr: 0.005 train loss: 1.7741 val loss: 1.2005 Epoch 12/100 ---------- lr: 0.005 train loss: 1.5959 val loss: 1.1405 Epoch 13/100 ---------- lr: 0.005 train loss: 1.4321 val loss: 0.8276 Epoch 14/100 ---------- lr: 0.005 train loss: 1.4243 val loss: 0.9689 Epoch 15/100 ---------- lr: 0.005 train loss: 1.2709 val loss: 0.7209 Epoch 16/100 ---------- lr: 0.005 train loss: 1.2900 val loss: 0.7695 Epoch 17/100 ---------- lr: 0.005 train loss: 1.2470 val loss: 0.6874 Epoch 18/100 ---------- lr: 0.005 train loss: 1.1612 val loss: 0.8778 Epoch 19/100 ---------- lr: 0.005 train loss: 1.2755 val loss: 0.8662 Epoch 20/100 ---------- lr: 0.005 train loss: 1.3905 val loss: 1.2452 Epoch 21/100 ---------- lr: 0.005 train loss: 1.4692 val loss: 0.7012 Epoch 22/100 ---------- lr: 0.005 train loss: 1.1118 val loss: 0.7516 Epoch 23/100 ---------- lr: 0.005 train loss: 1.0951 val loss: 0.5801 Epoch 24/100 ---------- lr: 0.005 train loss: 1.0108 val loss: 0.5798 Epoch 25/100 ---------- lr: 0.005 train loss: 0.9702 val loss: 0.4808 Epoch 26/100 ---------- lr: 0.005 train loss: 1.1095 val loss: 0.9478 Epoch 27/100 ---------- lr: 0.005 train loss: 1.1589 val loss: 0.8071 Epoch 28/100 ---------- lr: 0.005 train loss: 1.0465 val loss: 0.4811 Epoch 29/100 ---------- lr: 0.005 train loss: 0.9129 val loss: 0.5041 Epoch 30/100 ---------- lr: 0.005 train loss: 0.9342 val loss: 0.4959 Epoch 31/100 ---------- lr: 0.005 train loss: 1.1442 val loss: 0.6115 Epoch 32/100 ---------- lr: 0.005 train loss: 1.0594 val loss: 0.4819 Epoch 33/100 ---------- lr: 0.005 train loss: 0.9199 val loss: 0.4525 Epoch 34/100 ---------- lr: 0.005 train loss: 0.8647 val loss: 0.4811 Epoch 35/100 ---------- lr: 0.005 train loss: 0.8306 val loss: 0.4233 Epoch 36/100 ---------- lr: 0.005 train loss: 0.9130 val loss: 0.5032 Epoch 37/100 ---------- lr: 0.005 train loss: 0.9088 val loss: 0.5154 Epoch 38/100 ---------- lr: 0.005 train loss: 1.0076 val loss: 0.4108 Epoch 39/100 ---------- lr: 0.005 train loss: 0.9364 val loss: 0.4278 Epoch 40/100 ---------- lr: 0.005 train loss: 0.8040 val loss: 0.3444 Epoch 41/100 ---------- lr: 0.005 train loss: 0.7965 val loss: 0.3850 Epoch 42/100 ---------- lr: 0.005 train loss: 0.8493 val loss: 0.3891 Epoch 43/100 ---------- lr: 0.005 train loss: 0.8326 val loss: 0.4423 Epoch 44/100 ---------- lr: 0.005 train loss: 0.7980 val loss: 0.3254 Epoch 45/100 ---------- lr: 0.005 train loss: 0.8545 val loss: 0.4171 Epoch 46/100 ---------- lr: 0.005 train loss: 0.8569 val loss: 0.3998 Epoch 47/100 ---------- lr: 0.005 train loss: 0.8023 val loss: 0.3212 Epoch 48/100 ---------- lr: 0.005 train loss: 0.8383 val loss: 0.4840 Epoch 49/100 ---------- lr: 0.005 train loss: 0.7893 val loss: 0.3124 Epoch 50/100 ---------- lr: 0.005 train loss: 0.7697 val loss: 0.2978 Epoch 51/100 ---------- lr: 0.005 train loss: 1.0447 val loss: 0.8916 Epoch 52/100 ---------- lr: 0.005 train loss: 1.0889 val loss: 0.3823 Epoch 53/100 ---------- lr: 0.005 train loss: 0.8023 val loss: 0.3466 Epoch 54/100 ---------- lr: 0.005 train loss: 0.7532 val loss: 0.2680 Epoch 55/100 ---------- lr: 0.005 train loss: 0.7439 val loss: 0.3149 Epoch 56/100 ---------- lr: 0.005 train loss: 0.7588 val loss: 0.3755 Epoch 57/100 ---------- lr: 0.005 train loss: 0.7376 val loss: 0.2913 Epoch 58/100 ---------- lr: 0.005 train loss: 0.7659 val loss: 0.3109 Epoch 59/100 ---------- lr: 0.005 train loss: 0.7923 val loss: 0.3503 Epoch 60/100 ---------- lr: 0.005 train loss: 0.7694 val loss: 0.2633 Epoch 61/100 ---------- lr: 0.005 train loss: 0.7979 val loss: 0.3739 Epoch 62/100 ---------- lr: 0.005 train loss: 0.7794 val loss: 0.2877 Epoch 63/100 ---------- lr: 0.005 train loss: 0.8046 val loss: 0.4077 Epoch 64/100 ---------- lr: 0.005 train loss: 0.7656 val loss: 0.3663 Epoch 65/100 ---------- lr: 0.005 train loss: 0.7362 val loss: 0.2855 Epoch 66/100 ---------- lr: 0.005 train loss: 0.7333 val loss: 0.2418 Epoch 67/100 ---------- lr: 0.005 train loss: 0.7191 val loss: 0.2581 Epoch 68/100 ---------- lr: 0.005 train loss: 0.7229 val loss: 0.2778 Epoch 69/100 ---------- lr: 0.005 train loss: 0.7141 val loss: 0.3764 Epoch 70/100 ---------- lr: 0.005 train loss: 0.8206 val loss: 0.4450 Epoch 71/100 ---------- lr: 0.005 train loss: 0.8639 val loss: 0.3052 Epoch 72/100 ---------- lr: 0.005 train loss: 0.8018 val loss: 0.2688 Epoch 73/100 ---------- lr: 0.005 train loss: 0.7029 val loss: 0.2556 Epoch 74/100 ---------- lr: 0.005 train loss: 0.6969 val loss: 0.2500 Epoch 75/100 ---------- lr: 0.005 train loss: 0.6956 val loss: 0.2852 Epoch 76/100 ---------- lr: 0.005 train loss: 0.7164 val loss: 0.2338 Epoch 77/100 ---------- lr: 0.005 train loss: 0.8617 val loss: 1.0795 Epoch 78/100 ---------- lr: 0.005 train loss: 0.9846 val loss: 0.3394 Epoch 79/100 ---------- lr: 0.005 train loss: 0.7056 val loss: 0.2585 Epoch 80/100 ---------- lr: 0.005 train loss: 0.6787 val loss: 0.2619 Epoch 81/100 ---------- lr: 0.005 train loss: 0.6903 val loss: 0.2541 Epoch 82/100 ---------- lr: 0.005 train loss: 0.6725 val loss: 0.2161 Epoch 83/100 ---------- lr: 0.005 train loss: 0.7419 val loss: 0.3315 Epoch 84/100 ---------- lr: 0.005 train loss: 0.7593 val loss: 0.2554 Epoch 85/100 ---------- lr: 0.005 train loss: 0.6836 val loss: 0.3157 Epoch 86/100 ---------- lr: 0.005 train loss: 0.8310 val loss: 0.2953 Epoch 87/100 ---------- lr: 0.005 train loss: 0.7161 val loss: 0.2385 Epoch 88/100 ---------- lr: 0.005 train loss: 0.6889 val loss: 0.2570 Epoch 89/100 ---------- lr: 0.005 train loss: 0.7387 val loss: 0.2692 Epoch 90/100 ---------- lr: 0.005 train loss: 0.7079 val loss: 0.3221 Epoch 91/100 ---------- lr: 0.005 train loss: 0.6733 val loss: 0.2241 Epoch 92/100 ---------- lr: 0.005 train loss: 0.6673 val loss: 0.2257 Epoch 93/100 ---------- lr: 0.005 train loss: 0.6692 val loss: 0.2473 Epoch 94/100 ---------- lr: 0.005 train loss: 0.7438 val loss: 0.7653 Epoch 95/100 ---------- lr: 0.005 train loss: 1.6106 val loss: 1.5813 Epoch 96/100 ---------- lr: 0.005 train loss: 2.1199 val loss: 1.3614 Epoch 97/100 ---------- lr: 0.005 train loss: 1.5692 val loss: 1.0908 Epoch 98/100 ---------- lr: 0.005 train loss: 1.3805 val loss: 0.8266 Epoch 99/100 ---------- lr: 0.005 train loss: 1.2350 val loss: 0.8301 Epoch 100/100 ---------- lr: 0.005 train loss: 1.1779 val loss: 0.6752 Training complete in 8m 12s Best val loss: 0.2161 at epoch 82 Val MSE at best epoch: 0.0879