Epoch 1/100 ---------- lr: 0.005 train loss: 7.2523 val loss: 3.8167 Epoch 2/100 ---------- lr: 0.005 train loss: 3.7059 val loss: 2.9150 Epoch 3/100 ---------- lr: 0.005 train loss: 3.0567 val loss: 2.6939 Epoch 4/100 ---------- lr: 0.005 train loss: 2.8062 val loss: 1.8320 Epoch 5/100 ---------- lr: 0.005 train loss: 2.5423 val loss: 1.7639 Epoch 6/100 ---------- lr: 0.005 train loss: 2.2277 val loss: 1.3872 Epoch 7/100 ---------- lr: 0.005 train loss: 1.9039 val loss: 1.2337 Epoch 8/100 ---------- lr: 0.005 train loss: 1.7939 val loss: 1.0971 Epoch 9/100 ---------- lr: 0.005 train loss: 1.6331 val loss: 1.3035 Epoch 10/100 ---------- lr: 0.005 train loss: 1.5426 val loss: 1.1057 Epoch 11/100 ---------- lr: 0.005 train loss: 1.4183 val loss: 1.6317 Epoch 12/100 ---------- lr: 0.005 train loss: 1.7189 val loss: 0.9914 Epoch 13/100 ---------- lr: 0.005 train loss: 1.3581 val loss: 0.7022 Epoch 14/100 ---------- lr: 0.005 train loss: 1.2515 val loss: 0.9465 Epoch 15/100 ---------- lr: 0.005 train loss: 1.2653 val loss: 0.7022 Epoch 16/100 ---------- lr: 0.005 train loss: 1.1060 val loss: 0.7020 Epoch 17/100 ---------- lr: 0.005 train loss: 1.1409 val loss: 0.8465 Epoch 18/100 ---------- lr: 0.005 train loss: 1.1128 val loss: 0.5640 Epoch 19/100 ---------- lr: 0.005 train loss: 1.0417 val loss: 0.5993 Epoch 20/100 ---------- lr: 0.005 train loss: 1.0207 val loss: 0.6025 Epoch 21/100 ---------- lr: 0.005 train loss: 1.0581 val loss: 0.6952 Epoch 22/100 ---------- lr: 0.005 train loss: 1.1682 val loss: 0.8731 Epoch 23/100 ---------- lr: 0.005 train loss: 1.0821 val loss: 0.5891 Epoch 24/100 ---------- lr: 0.005 train loss: 1.0257 val loss: 0.5201 Epoch 25/100 ---------- lr: 0.005 train loss: 0.9160 val loss: 0.5134 Epoch 26/100 ---------- lr: 0.005 train loss: 2.2650 val loss: 0.9919 Epoch 27/100 ---------- lr: 0.005 train loss: 1.3506 val loss: 0.7778 Epoch 28/100 ---------- lr: 0.005 train loss: 1.1225 val loss: 0.5882 Epoch 29/100 ---------- lr: 0.005 train loss: 0.9838 val loss: 0.4924 Epoch 30/100 ---------- lr: 0.005 train loss: 1.0178 val loss: 0.5204 Epoch 31/100 ---------- lr: 0.005 train loss: 0.9488 val loss: 0.4843 Epoch 32/100 ---------- lr: 0.005 train loss: 0.9082 val loss: 0.5095 Epoch 33/100 ---------- lr: 0.005 train loss: 0.9301 val loss: 0.5761 Epoch 34/100 ---------- lr: 0.005 train loss: 0.8833 val loss: 0.4088 Epoch 35/100 ---------- lr: 0.005 train loss: 0.9309 val loss: 0.5766 Epoch 36/100 ---------- lr: 0.005 train loss: 0.8979 val loss: 0.4101 Epoch 37/100 ---------- lr: 0.005 train loss: 0.8805 val loss: 0.4553 Epoch 38/100 ---------- lr: 0.005 train loss: 1.0361 val loss: 0.5349 Epoch 39/100 ---------- lr: 0.005 train loss: 0.8865 val loss: 0.4011 Epoch 40/100 ---------- lr: 0.005 train loss: 0.8053 val loss: 0.4023 Epoch 41/100 ---------- lr: 0.005 train loss: 0.8215 val loss: 0.3483 Epoch 42/100 ---------- lr: 0.005 train loss: 0.8100 val loss: 0.3586 Epoch 43/100 ---------- lr: 0.005 train loss: 0.8804 val loss: 0.9020 Epoch 44/100 ---------- lr: 0.005 train loss: 1.0512 val loss: 0.5502 Epoch 45/100 ---------- lr: 0.005 train loss: 0.9157 val loss: 0.3750 Epoch 46/100 ---------- lr: 0.005 train loss: 0.7897 val loss: 0.3717 Epoch 47/100 ---------- lr: 0.005 train loss: 0.7597 val loss: 0.3415 Epoch 48/100 ---------- lr: 0.005 train loss: 0.7559 val loss: 0.3413 Epoch 49/100 ---------- lr: 0.005 train loss: 0.8248 val loss: 0.3711 Epoch 50/100 ---------- lr: 0.005 train loss: 0.7759 val loss: 0.3230 Epoch 51/100 ---------- lr: 0.005 train loss: 0.7667 val loss: 0.6764 Epoch 52/100 ---------- lr: 0.005 train loss: 1.6759 val loss: 0.7598 Epoch 53/100 ---------- lr: 0.005 train loss: 1.0411 val loss: 0.5157 Epoch 54/100 ---------- lr: 0.005 train loss: 0.8615 val loss: 0.4480 Epoch 55/100 ---------- lr: 0.005 train loss: 0.8132 val loss: 0.3599 Epoch 56/100 ---------- lr: 0.005 train loss: 0.7754 val loss: 0.3534 Epoch 57/100 ---------- lr: 0.005 train loss: 0.7658 val loss: 0.2996 Epoch 58/100 ---------- lr: 0.005 train loss: 0.7433 val loss: 0.3580 Epoch 59/100 ---------- lr: 0.005 train loss: 0.7700 val loss: 0.2999 Epoch 60/100 ---------- lr: 0.005 train loss: 0.7642 val loss: 0.3601 Epoch 61/100 ---------- lr: 0.005 train loss: 0.7590 val loss: 0.3853 Epoch 62/100 ---------- lr: 0.005 train loss: 0.7696 val loss: 0.3267 Epoch 63/100 ---------- lr: 0.005 train loss: 0.7841 val loss: 0.3212 Epoch 64/100 ---------- lr: 0.005 train loss: 0.7969 val loss: 0.3276 Epoch 65/100 ---------- lr: 0.005 train loss: 0.7432 val loss: 0.2712 Epoch 66/100 ---------- lr: 0.005 train loss: 0.7228 val loss: 0.3096 Epoch 67/100 ---------- lr: 0.005 train loss: 0.7251 val loss: 0.4256 Epoch 68/100 ---------- lr: 0.005 train loss: 0.8668 val loss: 0.4419 Epoch 69/100 ---------- lr: 0.005 train loss: 0.7746 val loss: 0.2738 Epoch 70/100 ---------- lr: 0.005 train loss: 0.6960 val loss: 0.2805 Epoch 71/100 ---------- lr: 0.005 train loss: 0.7364 val loss: 0.2835 Epoch 72/100 ---------- lr: 0.005 train loss: 0.7412 val loss: 0.2879 Epoch 73/100 ---------- lr: 0.005 train loss: 0.7062 val loss: 0.2739 Epoch 74/100 ---------- lr: 0.005 train loss: 0.7266 val loss: 0.3085 Epoch 75/100 ---------- lr: 0.005 train loss: 0.7048 val loss: 0.2659 Epoch 76/100 ---------- lr: 0.005 train loss: 0.7313 val loss: 0.3255 Epoch 77/100 ---------- lr: 0.005 train loss: 0.8716 val loss: 0.4580 Epoch 78/100 ---------- lr: 0.005 train loss: 0.7584 val loss: 0.2605 Epoch 79/100 ---------- lr: 0.005 train loss: 0.6806 val loss: 0.2330 Epoch 80/100 ---------- lr: 0.005 train loss: 0.6687 val loss: 0.2128 Epoch 81/100 ---------- lr: 0.005 train loss: 0.6899 val loss: 0.2374 Epoch 82/100 ---------- lr: 0.005 train loss: 0.7282 val loss: 0.2612 Epoch 83/100 ---------- lr: 0.005 train loss: 0.6874 val loss: 0.2896 Epoch 84/100 ---------- lr: 0.005 train loss: 0.6873 val loss: 0.2690 Epoch 85/100 ---------- lr: 0.005 train loss: 0.7072 val loss: 0.2679 Epoch 86/100 ---------- lr: 0.005 train loss: 0.7644 val loss: 1.1104 Epoch 87/100 ---------- lr: 0.005 train loss: 1.8798 val loss: 1.1942 Epoch 88/100 ---------- lr: 0.005 train loss: 2.1586 val loss: 4.6028 Epoch 89/100 ---------- lr: 0.005 train loss: 5.2244 val loss: 5.1563 Epoch 90/100 ---------- lr: 0.005 train loss: 5.0947 val loss: 4.2998 Epoch 91/100 ---------- lr: 0.005 train loss: 4.7097 val loss: 4.2060 Epoch 92/100 ---------- lr: 0.005 train loss: 4.6012 val loss: 4.1390 Epoch 93/100 ---------- lr: 0.005 train loss: 4.3322 val loss: 3.7891 Epoch 94/100 ---------- lr: 0.005 train loss: 3.9821 val loss: 3.5001 Epoch 95/100 ---------- lr: 0.005 train loss: 3.7828 val loss: 3.3934 Epoch 96/100 ---------- lr: 0.005 train loss: 4.0811 val loss: 3.7415 Epoch 97/100 ---------- lr: 0.005 train loss: 4.4239 val loss: 4.0201 Epoch 98/100 ---------- lr: 0.005 train loss: 5.0240 val loss: 5.3105 Epoch 99/100 ---------- lr: 0.005 train loss: 5.4464 val loss: 4.8948 Epoch 100/100 ---------- lr: 0.005 train loss: 6.1003 val loss: 6.4675 Training complete in 7m 35s Best val loss: 0.2128 at epoch 80 Val MSE at best epoch: 0.0899