Epoch 1/100 ---------- lr: 0.001 train loss: 10.8450 val loss: 5.1398 Epoch 2/100 ---------- lr: 0.001 train loss: 4.1598 val loss: 3.2466 Epoch 3/100 ---------- lr: 0.001 train loss: 3.3960 val loss: 2.7167 Epoch 4/100 ---------- lr: 0.001 train loss: 3.0420 val loss: 2.5800 Epoch 5/100 ---------- lr: 0.001 train loss: 2.7508 val loss: 2.3260 Epoch 6/100 ---------- lr: 0.001 train loss: 2.4494 val loss: 2.2090 Epoch 7/100 ---------- lr: 0.001 train loss: 2.3659 val loss: 1.9256 Epoch 8/100 ---------- lr: 0.001 train loss: 2.0791 val loss: 1.7090 Epoch 9/100 ---------- lr: 0.001 train loss: 1.8750 val loss: 1.4776 Epoch 10/100 ---------- lr: 0.001 train loss: 1.7850 val loss: 1.4395 Epoch 11/100 ---------- lr: 0.001 train loss: 1.6282 val loss: 1.0646 Epoch 12/100 ---------- lr: 0.001 train loss: 1.5323 val loss: 1.0977 Epoch 13/100 ---------- lr: 0.001 train loss: 1.5005 val loss: 1.0061 Epoch 14/100 ---------- lr: 0.001 train loss: 1.4459 val loss: 1.1041 Epoch 15/100 ---------- lr: 0.001 train loss: 1.3058 val loss: 0.9798 Epoch 16/100 ---------- lr: 0.001 train loss: 1.2114 val loss: 0.8401 Epoch 17/100 ---------- lr: 0.001 train loss: 1.3187 val loss: 0.7673 Epoch 18/100 ---------- lr: 0.001 train loss: 1.1662 val loss: 0.7151 Epoch 19/100 ---------- lr: 0.001 train loss: 1.1357 val loss: 0.7597 Epoch 20/100 ---------- lr: 0.001 train loss: 1.0429 val loss: 0.6350 Epoch 21/100 ---------- lr: 0.001 train loss: 1.0697 val loss: 0.6796 Epoch 22/100 ---------- lr: 0.001 train loss: 1.0277 val loss: 0.6096 Epoch 23/100 ---------- lr: 0.001 train loss: 1.0002 val loss: 0.6215 Epoch 24/100 ---------- lr: 0.001 train loss: 0.9524 val loss: 0.5908 Epoch 25/100 ---------- lr: 0.001 train loss: 0.9212 val loss: 0.4967 Epoch 26/100 ---------- lr: 0.001 train loss: 0.8800 val loss: 0.5003 Epoch 27/100 ---------- lr: 0.001 train loss: 0.8818 val loss: 0.5292 Epoch 28/100 ---------- lr: 0.001 train loss: 0.8313 val loss: 0.4696 Epoch 29/100 ---------- lr: 0.001 train loss: 0.8357 val loss: 0.4403 Epoch 30/100 ---------- lr: 0.001 train loss: 0.7756 val loss: 0.4178 Epoch 31/100 ---------- lr: 0.001 train loss: 0.7912 val loss: 0.4655 Epoch 32/100 ---------- lr: 0.001 train loss: 0.8294 val loss: 0.4588 Epoch 33/100 ---------- lr: 0.001 train loss: 0.8097 val loss: 0.5369 Epoch 34/100 ---------- lr: 0.001 train loss: 0.9106 val loss: 0.6841 Epoch 35/100 ---------- lr: 0.001 train loss: 0.7949 val loss: 0.4603 Epoch 36/100 ---------- lr: 0.001 train loss: 0.7065 val loss: 0.4272 Epoch 37/100 ---------- lr: 0.001 train loss: 0.6933 val loss: 0.4074 Epoch 38/100 ---------- lr: 0.001 train loss: 0.7085 val loss: 0.4072 Epoch 39/100 ---------- lr: 0.001 train loss: 0.7248 val loss: 0.4559 Epoch 40/100 ---------- lr: 0.001 train loss: 0.7084 val loss: 0.3857 Epoch 41/100 ---------- lr: 0.001 train loss: 0.6779 val loss: 0.3763 Epoch 42/100 ---------- lr: 0.001 train loss: 0.6662 val loss: 0.3647 Epoch 43/100 ---------- lr: 0.001 train loss: 0.7715 val loss: 0.4498 Epoch 44/100 ---------- lr: 0.001 train loss: 0.7184 val loss: 0.3783 Epoch 45/100 ---------- lr: 0.001 train loss: 0.7060 val loss: 0.3641 Epoch 46/100 ---------- lr: 0.001 train loss: 0.6279 val loss: 0.3495 Epoch 47/100 ---------- lr: 0.001 train loss: 0.6197 val loss: 0.3320 Epoch 48/100 ---------- lr: 0.001 train loss: 0.6175 val loss: 0.3687 Epoch 49/100 ---------- lr: 0.001 train loss: 0.6620 val loss: 0.4320 Epoch 50/100 ---------- lr: 0.001 train loss: 0.6484 val loss: 0.3629 Epoch 51/100 ---------- lr: 0.001 train loss: 0.6098 val loss: 0.3148 Epoch 52/100 ---------- lr: 0.001 train loss: 0.6094 val loss: 0.3122 Epoch 53/100 ---------- lr: 0.001 train loss: 0.7676 val loss: 0.3952 Epoch 54/100 ---------- lr: 0.001 train loss: 0.8236 val loss: 0.4274 Epoch 55/100 ---------- lr: 0.001 train loss: 0.6394 val loss: 0.3346 Epoch 56/100 ---------- lr: 0.001 train loss: 0.5980 val loss: 0.3117 Epoch 57/100 ---------- lr: 0.001 train loss: 0.5856 val loss: 0.3218 Epoch 58/100 ---------- lr: 0.001 train loss: 0.5893 val loss: 0.3157 Epoch 59/100 ---------- lr: 0.001 train loss: 0.5895 val loss: 0.3420 Epoch 60/100 ---------- lr: 0.001 train loss: 0.5846 val loss: 0.3011 Epoch 61/100 ---------- lr: 0.001 train loss: 0.5834 val loss: 0.3015 Epoch 62/100 ---------- lr: 0.001 train loss: 0.5961 val loss: 0.3287 Epoch 63/100 ---------- lr: 0.001 train loss: 0.5799 val loss: 0.3176 Epoch 64/100 ---------- lr: 0.001 train loss: 0.5702 val loss: 0.3059 Epoch 65/100 ---------- lr: 0.001 train loss: 0.5822 val loss: 0.3196 Epoch 66/100 ---------- lr: 0.001 train loss: 0.5981 val loss: 0.3664 Epoch 67/100 ---------- lr: 0.001 train loss: 0.5784 val loss: 0.2925 Epoch 68/100 ---------- lr: 0.001 train loss: 0.5557 val loss: 0.3006 Epoch 69/100 ---------- lr: 0.001 train loss: 0.5670 val loss: 0.2980 Epoch 70/100 ---------- lr: 0.001 train loss: 0.5462 val loss: 0.2767 Epoch 71/100 ---------- lr: 0.001 train loss: 0.5486 val loss: 0.2852 Epoch 72/100 ---------- lr: 0.001 train loss: 0.5918 val loss: 0.3054 Epoch 73/100 ---------- lr: 0.001 train loss: 0.5739 val loss: 0.2909 Epoch 74/100 ---------- lr: 0.001 train loss: 0.5364 val loss: 0.2652 Epoch 75/100 ---------- lr: 0.001 train loss: 0.5500 val loss: 0.2731 Epoch 76/100 ---------- lr: 0.001 train loss: 0.5400 val loss: 0.2646 Epoch 77/100 ---------- lr: 0.001 train loss: 0.5382 val loss: 0.2765 Epoch 78/100 ---------- lr: 0.001 train loss: 0.5461 val loss: 0.2704 Epoch 79/100 ---------- lr: 0.001 train loss: 0.5313 val loss: 0.2509 Epoch 80/100 ---------- lr: 0.001 train loss: 0.5316 val loss: 0.3254 Epoch 81/100 ---------- lr: 0.001 train loss: 0.5673 val loss: 0.2671 Epoch 82/100 ---------- lr: 0.001 train loss: 0.5337 val loss: 0.2542 Epoch 83/100 ---------- lr: 0.001 train loss: 0.5155 val loss: 0.2455 Epoch 84/100 ---------- lr: 0.001 train loss: 0.5359 val loss: 0.3139 Epoch 85/100 ---------- lr: 0.001 train loss: 0.5781 val loss: 0.2538 Epoch 86/100 ---------- lr: 0.001 train loss: 0.5158 val loss: 0.2581 Epoch 87/100 ---------- lr: 0.001 train loss: 0.5112 val loss: 0.2597 Epoch 88/100 ---------- lr: 0.001 train loss: 0.5175 val loss: 0.2607 Epoch 89/100 ---------- lr: 0.001 train loss: 0.5164 val loss: 0.2431 Epoch 90/100 ---------- lr: 0.001 train loss: 0.5132 val loss: 0.2416 Epoch 91/100 ---------- lr: 0.001 train loss: 0.5284 val loss: 0.2434 Epoch 92/100 ---------- lr: 0.001 train loss: 0.5359 val loss: 0.5483 Epoch 93/100 ---------- lr: 0.001 train loss: 0.6711 val loss: 0.2849 Epoch 94/100 ---------- lr: 0.001 train loss: 0.5399 val loss: 0.2707 Epoch 95/100 ---------- lr: 0.001 train loss: 0.5040 val loss: 0.2244 Epoch 96/100 ---------- lr: 0.001 train loss: 0.4973 val loss: 0.2278 Epoch 97/100 ---------- lr: 0.001 train loss: 0.4962 val loss: 0.2234 Epoch 98/100 ---------- lr: 0.001 train loss: 0.5028 val loss: 0.2241 Epoch 99/100 ---------- lr: 0.001 train loss: 0.5007 val loss: 0.2403 Epoch 100/100 ---------- lr: 0.001 train loss: 0.4984 val loss: 0.2569 Training complete in 8m 39s Best val loss: 0.2234 at epoch 97 Val MSE at best epoch: 0.0946