Epoch 1/100 ---------- lr: 0.001 train loss: 41.7437 val loss: 7.1377 Epoch 2/100 ---------- lr: 0.001 train loss: 7.3685 val loss: 4.8076 Epoch 3/100 ---------- lr: 0.001 train loss: 5.6883 val loss: 3.8623 Epoch 4/100 ---------- lr: 0.001 train loss: 4.9155 val loss: 3.5297 Epoch 5/100 ---------- lr: 0.001 train loss: 4.4498 val loss: 3.3069 Epoch 6/100 ---------- lr: 0.001 train loss: 4.1917 val loss: 2.6298 Epoch 7/100 ---------- lr: 0.001 train loss: 3.5609 val loss: 2.4020 Epoch 8/100 ---------- lr: 0.001 train loss: 3.3530 val loss: 2.2933 Epoch 9/100 ---------- lr: 0.001 train loss: 3.2040 val loss: 2.0608 Epoch 10/100 ---------- lr: 0.001 train loss: 2.9826 val loss: 1.9016 Epoch 11/100 ---------- lr: 0.001 train loss: 2.7988 val loss: 1.7240 Epoch 12/100 ---------- lr: 0.001 train loss: 2.6707 val loss: 1.5303 Epoch 13/100 ---------- lr: 0.001 train loss: 2.4805 val loss: 1.5685 Epoch 14/100 ---------- lr: 0.001 train loss: 2.5835 val loss: 1.5745 Epoch 15/100 ---------- lr: 0.001 train loss: 2.5539 val loss: 1.4832 Epoch 16/100 ---------- lr: 0.001 train loss: 2.3445 val loss: 1.4226 Epoch 17/100 ---------- lr: 0.001 train loss: 2.1183 val loss: 1.2651 Epoch 18/100 ---------- lr: 0.001 train loss: 2.1962 val loss: 1.2803 Epoch 19/100 ---------- lr: 0.001 train loss: 2.1221 val loss: 1.2548 Epoch 20/100 ---------- lr: 0.001 train loss: 2.2090 val loss: 1.1394 Epoch 21/100 ---------- lr: 0.001 train loss: 1.9044 val loss: 0.9959 Epoch 22/100 ---------- lr: 0.001 train loss: 1.8320 val loss: 1.0435 Epoch 23/100 ---------- lr: 0.001 train loss: 2.0851 val loss: 0.9927 Epoch 24/100 ---------- lr: 0.001 train loss: 1.7713 val loss: 0.8804 Epoch 25/100 ---------- lr: 0.001 train loss: 1.7252 val loss: 1.0780 Epoch 26/100 ---------- lr: 0.001 train loss: 1.7567 val loss: 0.8264 Epoch 27/100 ---------- lr: 0.001 train loss: 1.7038 val loss: 0.8869 Epoch 28/100 ---------- lr: 0.001 train loss: 1.6511 val loss: 0.8258 Epoch 29/100 ---------- lr: 0.001 train loss: 1.6055 val loss: 0.7834 Epoch 30/100 ---------- lr: 0.001 train loss: 1.6614 val loss: 1.2489 Epoch 31/100 ---------- lr: 0.001 train loss: 1.7674 val loss: 0.7884 Epoch 32/100 ---------- lr: 0.001 train loss: 1.5014 val loss: 0.6762 Epoch 33/100 ---------- lr: 0.001 train loss: 1.4516 val loss: 0.6349 Epoch 34/100 ---------- lr: 0.001 train loss: 1.4879 val loss: 0.6788 Epoch 35/100 ---------- lr: 0.001 train loss: 1.4781 val loss: 0.6384 Epoch 36/100 ---------- lr: 0.001 train loss: 1.5810 val loss: 0.8715 Epoch 37/100 ---------- lr: 0.001 train loss: 1.5166 val loss: 0.6403 Epoch 38/100 ---------- lr: 0.001 train loss: 1.4182 val loss: 0.6021 Epoch 39/100 ---------- lr: 0.001 train loss: 1.3917 val loss: 0.6218 Epoch 40/100 ---------- lr: 0.001 train loss: 1.3592 val loss: 0.5671 Epoch 41/100 ---------- lr: 0.001 train loss: 1.3695 val loss: 0.6304 Epoch 42/100 ---------- lr: 0.001 train loss: 1.4442 val loss: 0.7280 Epoch 43/100 ---------- lr: 0.001 train loss: 1.6514 val loss: 0.6190 Epoch 44/100 ---------- lr: 0.001 train loss: 1.3253 val loss: 0.5199 Epoch 45/100 ---------- lr: 0.001 train loss: 1.5191 val loss: 0.5494 Epoch 46/100 ---------- lr: 0.001 train loss: 1.3341 val loss: 0.5072 Epoch 47/100 ---------- lr: 0.001 train loss: 1.2787 val loss: 0.5035 Epoch 48/100 ---------- lr: 0.001 train loss: 1.2974 val loss: 0.4790 Epoch 49/100 ---------- lr: 0.001 train loss: 1.2477 val loss: 0.5121 Epoch 50/100 ---------- lr: 0.001 train loss: 1.3110 val loss: 0.5577 Epoch 51/100 ---------- lr: 0.001 train loss: 1.3703 val loss: 0.5337 Epoch 52/100 ---------- lr: 0.001 train loss: 1.2442 val loss: 0.4752 Epoch 53/100 ---------- lr: 0.001 train loss: 1.2282 val loss: 0.5069 Epoch 54/100 ---------- lr: 0.001 train loss: 1.2769 val loss: 0.6696 Epoch 55/100 ---------- lr: 0.001 train loss: 1.2834 val loss: 0.4365 Epoch 56/100 ---------- lr: 0.001 train loss: 1.1982 val loss: 0.4285 Epoch 57/100 ---------- lr: 0.001 train loss: 1.1902 val loss: 0.4420 Epoch 58/100 ---------- lr: 0.001 train loss: 1.1994 val loss: 0.4363 Epoch 59/100 ---------- lr: 0.001 train loss: 1.2325 val loss: 0.4200 Epoch 60/100 ---------- lr: 0.001 train loss: 1.2031 val loss: 0.4237 Epoch 61/100 ---------- lr: 0.001 train loss: 1.4037 val loss: 0.7483 Epoch 62/100 ---------- lr: 0.001 train loss: 1.2608 val loss: 0.4418 Epoch 63/100 ---------- lr: 0.001 train loss: 1.1734 val loss: 0.4236 Epoch 64/100 ---------- lr: 0.001 train loss: 1.1876 val loss: 0.4469 Epoch 65/100 ---------- lr: 0.001 train loss: 1.1662 val loss: 0.3941 Epoch 66/100 ---------- lr: 0.001 train loss: 1.1622 val loss: 0.4176 Epoch 67/100 ---------- lr: 0.001 train loss: 1.1651 val loss: 0.6179 Epoch 68/100 ---------- lr: 0.001 train loss: 1.2017 val loss: 0.3854 Epoch 69/100 ---------- lr: 0.001 train loss: 1.1274 val loss: 0.4752 Epoch 70/100 ---------- lr: 0.001 train loss: 1.1500 val loss: 0.3720 Epoch 71/100 ---------- lr: 0.001 train loss: 1.1139 val loss: 0.3582 Epoch 72/100 ---------- lr: 0.001 train loss: 1.1189 val loss: 0.4086 Epoch 73/100 ---------- lr: 0.001 train loss: 1.1422 val loss: 0.3709 Epoch 74/100 ---------- lr: 0.001 train loss: 1.1067 val loss: 0.3637 Epoch 75/100 ---------- lr: 0.001 train loss: 1.1118 val loss: 0.3860 Epoch 76/100 ---------- lr: 0.001 train loss: 1.0951 val loss: 0.3347 Epoch 77/100 ---------- lr: 0.001 train loss: 1.1037 val loss: 0.3366 Epoch 78/100 ---------- lr: 0.001 train loss: 1.1190 val loss: 0.3629 Epoch 79/100 ---------- lr: 0.001 train loss: 1.0838 val loss: 0.3258 Epoch 80/100 ---------- lr: 0.001 train loss: 1.1000 val loss: 0.4371 Epoch 81/100 ---------- lr: 0.001 train loss: 1.1217 val loss: 0.3457 Epoch 82/100 ---------- lr: 0.001 train loss: 1.1136 val loss: 0.4108 Epoch 83/100 ---------- lr: 0.001 train loss: 1.0877 val loss: 0.3421 Epoch 84/100 ---------- lr: 0.001 train loss: 1.0678 val loss: 0.3166 Epoch 85/100 ---------- lr: 0.001 train loss: 1.0561 val loss: 0.2944 Epoch 86/100 ---------- lr: 0.001 train loss: 1.0653 val loss: 0.3249 Epoch 87/100 ---------- lr: 0.001 train loss: 1.1384 val loss: 0.4803 Epoch 88/100 ---------- lr: 0.001 train loss: 1.1448 val loss: 0.3134 Epoch 89/100 ---------- lr: 0.001 train loss: 1.0571 val loss: 0.3171 Epoch 90/100 ---------- lr: 0.001 train loss: 1.0413 val loss: 0.2983 Epoch 91/100 ---------- lr: 0.001 train loss: 1.0496 val loss: 0.3225 Epoch 92/100 ---------- lr: 0.001 train loss: 1.0729 val loss: 0.2931 Epoch 93/100 ---------- lr: 0.001 train loss: 1.0319 val loss: 0.3132 Epoch 94/100 ---------- lr: 0.001 train loss: 1.1282 val loss: 0.7046 Epoch 95/100 ---------- lr: 0.001 train loss: 1.6665 val loss: 0.4993 Epoch 96/100 ---------- lr: 0.001 train loss: 1.1659 val loss: 0.3455 Epoch 97/100 ---------- lr: 0.001 train loss: 1.0902 val loss: 0.3219 Epoch 98/100 ---------- lr: 0.001 train loss: 1.0881 val loss: 0.3250 Epoch 99/100 ---------- lr: 0.001 train loss: 1.0863 val loss: 0.3396 Epoch 100/100 ---------- lr: 0.001 train loss: 1.0583 val loss: 0.3105 Training complete in 13m 8s Best val loss: 0.2931 at epoch 92 Val MSE at best epoch: 0.1027