Epoch 1/100 ---------- lr: 0.005 train loss: 9.5380 val loss: 3.8123 Epoch 2/100 ---------- lr: 0.005 train loss: 3.9291 val loss: 3.1666 Epoch 3/100 ---------- lr: 0.005 train loss: 3.2810 val loss: 2.2594 Epoch 4/100 ---------- lr: 0.005 train loss: 2.9546 val loss: 2.0246 Epoch 5/100 ---------- lr: 0.005 train loss: 2.7660 val loss: 1.8812 Epoch 6/100 ---------- lr: 0.005 train loss: 2.4513 val loss: 1.5556 Epoch 7/100 ---------- lr: 0.005 train loss: 2.4556 val loss: 1.5697 Epoch 8/100 ---------- lr: 0.005 train loss: 2.2847 val loss: 1.4625 Epoch 9/100 ---------- lr: 0.005 train loss: 2.0819 val loss: 1.2686 Epoch 10/100 ---------- lr: 0.005 train loss: 1.9063 val loss: 1.1026 Epoch 11/100 ---------- lr: 0.005 train loss: 1.8170 val loss: 1.1097 Epoch 12/100 ---------- lr: 0.005 train loss: 1.7656 val loss: 0.9676 Epoch 13/100 ---------- lr: 0.005 train loss: 1.8936 val loss: 1.0500 Epoch 14/100 ---------- lr: 0.005 train loss: 1.7026 val loss: 0.8799 Epoch 15/100 ---------- lr: 0.005 train loss: 1.5403 val loss: 1.0394 Epoch 16/100 ---------- lr: 0.005 train loss: 1.5021 val loss: 0.6781 Epoch 17/100 ---------- lr: 0.005 train loss: 1.5328 val loss: 0.8368 Epoch 18/100 ---------- lr: 0.005 train loss: 1.4625 val loss: 0.7998 Epoch 19/100 ---------- lr: 0.005 train loss: 1.5895 val loss: 0.8014 Epoch 20/100 ---------- lr: 0.005 train loss: 1.5115 val loss: 0.7669 Epoch 21/100 ---------- lr: 0.005 train loss: 1.3789 val loss: 0.5600 Epoch 22/100 ---------- lr: 0.005 train loss: 1.3032 val loss: 0.5640 Epoch 23/100 ---------- lr: 0.005 train loss: 1.3005 val loss: 0.5782 Epoch 24/100 ---------- lr: 0.005 train loss: 1.3263 val loss: 0.8244 Epoch 25/100 ---------- lr: 0.005 train loss: 1.4352 val loss: 0.6194 Epoch 26/100 ---------- lr: 0.005 train loss: 1.2613 val loss: 0.7749 Epoch 27/100 ---------- lr: 0.005 train loss: 1.2528 val loss: 0.5220 Epoch 28/100 ---------- lr: 0.005 train loss: 1.5182 val loss: 0.8481 Epoch 29/100 ---------- lr: 0.005 train loss: 1.4278 val loss: 0.7548 Epoch 30/100 ---------- lr: 0.005 train loss: 1.2378 val loss: 0.4689 Epoch 31/100 ---------- lr: 0.005 train loss: 1.1759 val loss: 0.5354 Epoch 32/100 ---------- lr: 0.005 train loss: 1.2526 val loss: 0.5054 Epoch 33/100 ---------- lr: 0.005 train loss: 1.1398 val loss: 0.4935 Epoch 34/100 ---------- lr: 0.005 train loss: 1.1664 val loss: 0.5005 Epoch 35/100 ---------- lr: 0.005 train loss: 1.2982 val loss: 0.8604 Epoch 36/100 ---------- lr: 0.005 train loss: 1.3483 val loss: 0.4757 Epoch 37/100 ---------- lr: 0.005 train loss: 1.1820 val loss: 0.4423 Epoch 38/100 ---------- lr: 0.005 train loss: 1.1300 val loss: 0.5953 Epoch 39/100 ---------- lr: 0.005 train loss: 1.1286 val loss: 0.5299 Epoch 40/100 ---------- lr: 0.005 train loss: 1.4945 val loss: 0.9672 Epoch 41/100 ---------- lr: 0.005 train loss: 1.3549 val loss: 0.5443 Epoch 42/100 ---------- lr: 0.005 train loss: 1.1407 val loss: 0.4386 Epoch 43/100 ---------- lr: 0.005 train loss: 1.0985 val loss: 0.3903 Epoch 44/100 ---------- lr: 0.005 train loss: 1.0933 val loss: 0.3942 Epoch 45/100 ---------- lr: 0.005 train loss: 1.1237 val loss: 0.5632 Epoch 46/100 ---------- lr: 0.005 train loss: 1.0978 val loss: 0.4292 Epoch 47/100 ---------- lr: 0.005 train loss: 1.0795 val loss: 0.4218 Epoch 48/100 ---------- lr: 0.005 train loss: 1.1343 val loss: 0.5243 Epoch 49/100 ---------- lr: 0.005 train loss: 1.1576 val loss: 0.5245 Epoch 50/100 ---------- lr: 0.005 train loss: 1.1009 val loss: 0.3850 Epoch 51/100 ---------- lr: 0.005 train loss: 1.0558 val loss: 0.4409 Epoch 52/100 ---------- lr: 0.005 train loss: 1.1019 val loss: 0.4990 Epoch 53/100 ---------- lr: 0.005 train loss: 1.1417 val loss: 0.4241 Epoch 54/100 ---------- lr: 0.005 train loss: 1.0496 val loss: 0.3804 Epoch 55/100 ---------- lr: 0.005 train loss: 1.0443 val loss: 0.3484 Epoch 56/100 ---------- lr: 0.005 train loss: 1.0979 val loss: 0.3836 Epoch 57/100 ---------- lr: 0.005 train loss: 1.1594 val loss: 1.0089 Epoch 58/100 ---------- lr: 0.005 train loss: 1.3672 val loss: 0.4744 Epoch 59/100 ---------- lr: 0.005 train loss: 1.0891 val loss: 0.4317 Epoch 60/100 ---------- lr: 0.005 train loss: 1.0486 val loss: 0.3368 Epoch 61/100 ---------- lr: 0.005 train loss: 1.0173 val loss: 0.3597 Epoch 62/100 ---------- lr: 0.005 train loss: 1.0273 val loss: 0.3946 Epoch 63/100 ---------- lr: 0.005 train loss: 1.0211 val loss: 0.4421 Epoch 64/100 ---------- lr: 0.005 train loss: 1.0661 val loss: 0.3801 Epoch 65/100 ---------- lr: 0.005 train loss: 1.0341 val loss: 0.4527 Epoch 66/100 ---------- lr: 0.005 train loss: 1.1630 val loss: 0.4845 Epoch 67/100 ---------- lr: 0.005 train loss: 1.0314 val loss: 0.3171 Epoch 68/100 ---------- lr: 0.005 train loss: 1.0113 val loss: 0.4192 Epoch 69/100 ---------- lr: 0.005 train loss: 1.0852 val loss: 0.5490 Epoch 70/100 ---------- lr: 0.005 train loss: 1.0578 val loss: 0.3835 Epoch 71/100 ---------- lr: 0.005 train loss: 1.0683 val loss: 0.3717 Epoch 72/100 ---------- lr: 0.005 train loss: 0.9968 val loss: 0.3031 Epoch 73/100 ---------- lr: 0.005 train loss: 1.0230 val loss: 0.3554 Epoch 74/100 ---------- lr: 0.005 train loss: 1.0187 val loss: 0.3935 Epoch 75/100 ---------- lr: 0.005 train loss: 0.9888 val loss: 0.3339 Epoch 76/100 ---------- lr: 0.005 train loss: 0.9984 val loss: 0.3379 Epoch 77/100 ---------- lr: 0.005 train loss: 1.0116 val loss: 0.3865 Epoch 78/100 ---------- lr: 0.005 train loss: 1.1184 val loss: 0.6850 Epoch 79/100 ---------- lr: 0.005 train loss: 1.1657 val loss: 0.3813 Epoch 80/100 ---------- lr: 0.005 train loss: 0.9832 val loss: 0.2979 Epoch 81/100 ---------- lr: 0.005 train loss: 0.9680 val loss: 0.3049 Epoch 82/100 ---------- lr: 0.005 train loss: 0.9636 val loss: 0.3040 Epoch 83/100 ---------- lr: 0.005 train loss: 0.9930 val loss: 0.3382 Epoch 84/100 ---------- lr: 0.005 train loss: 0.9882 val loss: 0.3268 Epoch 85/100 ---------- lr: 0.005 train loss: 1.0356 val loss: 0.3275 Epoch 86/100 ---------- lr: 0.005 train loss: 1.0008 val loss: 0.3601 Epoch 87/100 ---------- lr: 0.005 train loss: 0.9993 val loss: 0.3055 Epoch 88/100 ---------- lr: 0.005 train loss: 0.9768 val loss: 0.3469 Epoch 89/100 ---------- lr: 0.005 train loss: 1.0114 val loss: 0.3440 Epoch 90/100 ---------- lr: 0.005 train loss: 1.0681 val loss: 0.4576 Epoch 91/100 ---------- lr: 0.005 train loss: 1.0590 val loss: 0.4570 Epoch 92/100 ---------- lr: 0.005 train loss: 1.0745 val loss: 0.3583 Epoch 93/100 ---------- lr: 0.005 train loss: 0.9954 val loss: 0.3222 Epoch 94/100 ---------- lr: 0.005 train loss: 0.9741 val loss: 0.3171 Epoch 95/100 ---------- lr: 0.005 train loss: 0.9548 val loss: 0.3190 Epoch 96/100 ---------- lr: 0.005 train loss: 0.9516 val loss: 0.3151 Epoch 97/100 ---------- lr: 0.005 train loss: 1.0106 val loss: 0.5220 Epoch 98/100 ---------- lr: 0.005 train loss: 1.4558 val loss: 0.8322 Epoch 99/100 ---------- lr: 0.005 train loss: 1.2052 val loss: 0.4182 Epoch 100/100 ---------- lr: 0.005 train loss: 1.0576 val loss: 0.3411 Training complete in 7m 30s Best val loss: 0.2979 at epoch 80 Val MSE at best epoch: 0.1208