Epoch 1/100 ---------- lr: 0.005 train loss: 14.5503 val loss: 4.0821 Epoch 2/100 ---------- lr: 0.005 train loss: 5.0153 val loss: 3.7596 Epoch 3/100 ---------- lr: 0.005 train loss: 4.3124 val loss: 3.1603 Epoch 4/100 ---------- lr: 0.005 train loss: 3.6982 val loss: 2.5492 Epoch 5/100 ---------- lr: 0.005 train loss: 3.5550 val loss: 2.4512 Epoch 6/100 ---------- lr: 0.005 train loss: 3.0582 val loss: 2.3647 Epoch 7/100 ---------- lr: 0.005 train loss: 2.9130 val loss: 2.0491 Epoch 8/100 ---------- lr: 0.005 train loss: 2.8050 val loss: 1.6748 Epoch 9/100 ---------- lr: 0.005 train loss: 2.4551 val loss: 1.3840 Epoch 10/100 ---------- lr: 0.005 train loss: 2.3068 val loss: 1.4658 Epoch 11/100 ---------- lr: 0.005 train loss: 2.4540 val loss: 1.9742 Epoch 12/100 ---------- lr: 0.005 train loss: 2.3936 val loss: 1.3975 Epoch 13/100 ---------- lr: 0.005 train loss: 2.3348 val loss: 1.3815 Epoch 14/100 ---------- lr: 0.005 train loss: 2.1916 val loss: 1.2602 Epoch 15/100 ---------- lr: 0.005 train loss: 1.9007 val loss: 1.1290 Epoch 16/100 ---------- lr: 0.005 train loss: 1.8068 val loss: 1.0000 Epoch 17/100 ---------- lr: 0.005 train loss: 1.7723 val loss: 1.0876 Epoch 18/100 ---------- lr: 0.005 train loss: 2.2146 val loss: 1.3202 Epoch 19/100 ---------- lr: 0.005 train loss: 1.8638 val loss: 0.9666 Epoch 20/100 ---------- lr: 0.005 train loss: 1.6507 val loss: 0.8245 Epoch 21/100 ---------- lr: 0.005 train loss: 1.6126 val loss: 0.8059 Epoch 22/100 ---------- lr: 0.005 train loss: 2.1223 val loss: 1.1054 Epoch 23/100 ---------- lr: 0.005 train loss: 1.7337 val loss: 0.9332 Epoch 24/100 ---------- lr: 0.005 train loss: 1.5914 val loss: 0.8106 Epoch 25/100 ---------- lr: 0.005 train loss: 1.5435 val loss: 0.7288 Epoch 26/100 ---------- lr: 0.005 train loss: 1.5071 val loss: 0.7937 Epoch 27/100 ---------- lr: 0.005 train loss: 1.6548 val loss: 0.8368 Epoch 28/100 ---------- lr: 0.005 train loss: 1.5222 val loss: 0.6686 Epoch 29/100 ---------- lr: 0.005 train loss: 1.5901 val loss: 0.7198 Epoch 30/100 ---------- lr: 0.005 train loss: 1.4589 val loss: 0.6689 Epoch 31/100 ---------- lr: 0.005 train loss: 1.4012 val loss: 0.6139 Epoch 32/100 ---------- lr: 0.005 train loss: 1.3855 val loss: 0.6309 Epoch 33/100 ---------- lr: 0.005 train loss: 1.4347 val loss: 0.8680 Epoch 34/100 ---------- lr: 0.005 train loss: 1.4262 val loss: 0.6920 Epoch 35/100 ---------- lr: 0.005 train loss: 1.3181 val loss: 0.5869 Epoch 36/100 ---------- lr: 0.005 train loss: 1.3140 val loss: 0.6127 Epoch 37/100 ---------- lr: 0.005 train loss: 1.7365 val loss: 1.0956 Epoch 38/100 ---------- lr: 0.005 train loss: 1.6182 val loss: 0.6523 Epoch 39/100 ---------- lr: 0.005 train loss: 1.4144 val loss: 0.5808 Epoch 40/100 ---------- lr: 0.005 train loss: 1.2718 val loss: 0.5616 Epoch 41/100 ---------- lr: 0.005 train loss: 1.2307 val loss: 0.5219 Epoch 42/100 ---------- lr: 0.005 train loss: 1.2888 val loss: 0.5833 Epoch 43/100 ---------- lr: 0.005 train loss: 1.3093 val loss: 0.5644 Epoch 44/100 ---------- lr: 0.005 train loss: 1.2665 val loss: 0.5856 Epoch 45/100 ---------- lr: 0.005 train loss: 1.2566 val loss: 0.4885 Epoch 46/100 ---------- lr: 0.005 train loss: 1.2427 val loss: 0.7256 Epoch 47/100 ---------- lr: 0.005 train loss: 1.3317 val loss: 0.5794 Epoch 48/100 ---------- lr: 0.005 train loss: 1.2412 val loss: 0.5157 Epoch 49/100 ---------- lr: 0.005 train loss: 1.2118 val loss: 0.5159 Epoch 50/100 ---------- lr: 0.005 train loss: 1.3432 val loss: 0.5427 Epoch 51/100 ---------- lr: 0.005 train loss: 1.2957 val loss: 0.5163 Epoch 52/100 ---------- lr: 0.005 train loss: 1.1733 val loss: 0.4690 Epoch 53/100 ---------- lr: 0.005 train loss: 1.2365 val loss: 0.5510 Epoch 54/100 ---------- lr: 0.005 train loss: 1.3328 val loss: 0.8436 Epoch 55/100 ---------- lr: 0.005 train loss: 1.2572 val loss: 0.4597 Epoch 56/100 ---------- lr: 0.005 train loss: 1.1599 val loss: 0.4248 Epoch 57/100 ---------- lr: 0.005 train loss: 1.1993 val loss: 0.5513 Epoch 58/100 ---------- lr: 0.005 train loss: 1.2013 val loss: 0.4751 Epoch 59/100 ---------- lr: 0.005 train loss: 1.1480 val loss: 0.4590 Epoch 60/100 ---------- lr: 0.005 train loss: 1.1512 val loss: 0.4354 Epoch 61/100 ---------- lr: 0.005 train loss: 1.1573 val loss: 0.5360 Epoch 62/100 ---------- lr: 0.005 train loss: 1.1612 val loss: 0.4358 Epoch 63/100 ---------- lr: 0.005 train loss: 1.3826 val loss: 1.0350 Epoch 64/100 ---------- lr: 0.005 train loss: 1.4139 val loss: 0.5199 Epoch 65/100 ---------- lr: 0.005 train loss: 1.1527 val loss: 0.4134 Epoch 66/100 ---------- lr: 0.005 train loss: 1.1026 val loss: 0.3845 Epoch 67/100 ---------- lr: 0.005 train loss: 1.1022 val loss: 0.3707 Epoch 68/100 ---------- lr: 0.005 train loss: 1.1194 val loss: 0.3979 Epoch 69/100 ---------- lr: 0.005 train loss: 1.2171 val loss: 0.4991 Epoch 70/100 ---------- lr: 0.005 train loss: 1.1770 val loss: 0.4670 Epoch 71/100 ---------- lr: 0.005 train loss: 1.2319 val loss: 0.4647 Epoch 72/100 ---------- lr: 0.005 train loss: 1.1262 val loss: 0.3886 Epoch 73/100 ---------- lr: 0.005 train loss: 1.1133 val loss: 0.3638 Epoch 74/100 ---------- lr: 0.005 train loss: 1.0895 val loss: 0.4097 Epoch 75/100 ---------- lr: 0.005 train loss: 1.1427 val loss: 0.4794 Epoch 76/100 ---------- lr: 0.005 train loss: 1.1166 val loss: 0.4293 Epoch 77/100 ---------- lr: 0.005 train loss: 1.1217 val loss: 0.4262 Epoch 78/100 ---------- lr: 0.005 train loss: 1.1053 val loss: 0.3557 Epoch 79/100 ---------- lr: 0.005 train loss: 1.0900 val loss: 0.4164 Epoch 80/100 ---------- lr: 0.005 train loss: 1.0962 val loss: 0.4571 Epoch 81/100 ---------- lr: 0.005 train loss: 1.0927 val loss: 0.4363 Epoch 82/100 ---------- lr: 0.005 train loss: 1.1201 val loss: 0.3720 Epoch 83/100 ---------- lr: 0.005 train loss: 1.2959 val loss: 0.8389 Epoch 84/100 ---------- lr: 0.005 train loss: 1.5176 val loss: 0.5283 Epoch 85/100 ---------- lr: 0.005 train loss: 1.1473 val loss: 0.4152 Epoch 86/100 ---------- lr: 0.005 train loss: 1.0859 val loss: 0.3881 Epoch 87/100 ---------- lr: 0.005 train loss: 1.0800 val loss: 0.3975 Epoch 88/100 ---------- lr: 0.005 train loss: 1.0622 val loss: 0.3431 Epoch 89/100 ---------- lr: 0.005 train loss: 1.0603 val loss: 0.3780 Epoch 90/100 ---------- lr: 0.005 train loss: 1.3900 val loss: 0.5760 Epoch 91/100 ---------- lr: 0.005 train loss: 1.1902 val loss: 0.4333 Epoch 92/100 ---------- lr: 0.005 train loss: 1.1510 val loss: 0.4144 Epoch 93/100 ---------- lr: 0.005 train loss: 1.0728 val loss: 0.3560 Epoch 94/100 ---------- lr: 0.005 train loss: 1.0527 val loss: 0.3858 Epoch 95/100 ---------- lr: 0.005 train loss: 1.0595 val loss: 0.3361 Epoch 96/100 ---------- lr: 0.005 train loss: 1.0550 val loss: 0.3593 Epoch 97/100 ---------- lr: 0.005 train loss: 1.0588 val loss: 0.3671 Epoch 98/100 ---------- lr: 0.005 train loss: 1.0689 val loss: 0.3414 Epoch 99/100 ---------- lr: 0.005 train loss: 1.0811 val loss: 0.5713 Epoch 100/100 ---------- lr: 0.005 train loss: 1.2035 val loss: 1.2534 Training complete in 9m 23s Best val loss: 0.3361 at epoch 95 Val MSE at best epoch: 0.1193