Epoch 1/100 ---------- lr: 0.005 train loss: 14.1399 val loss: 4.5925 Epoch 2/100 ---------- lr: 0.005 train loss: 4.7221 val loss: 4.2847 Epoch 3/100 ---------- lr: 0.005 train loss: 3.8862 val loss: 3.1620 Epoch 4/100 ---------- lr: 0.005 train loss: 3.3802 val loss: 2.3492 Epoch 5/100 ---------- lr: 0.005 train loss: 3.0330 val loss: 2.2957 Epoch 6/100 ---------- lr: 0.005 train loss: 2.6125 val loss: 1.9130 Epoch 7/100 ---------- lr: 0.005 train loss: 2.4708 val loss: 1.7373 Epoch 8/100 ---------- lr: 0.005 train loss: 2.3543 val loss: 2.1223 Epoch 9/100 ---------- lr: 0.005 train loss: 2.0300 val loss: 1.5439 Epoch 10/100 ---------- lr: 0.005 train loss: 1.8837 val loss: 1.4051 Epoch 11/100 ---------- lr: 0.005 train loss: 1.7963 val loss: 1.6578 Epoch 12/100 ---------- lr: 0.005 train loss: 1.7990 val loss: 1.3461 Epoch 13/100 ---------- lr: 0.005 train loss: 1.5625 val loss: 1.1035 Epoch 14/100 ---------- lr: 0.005 train loss: 1.4366 val loss: 0.8807 Epoch 15/100 ---------- lr: 0.005 train loss: 1.3303 val loss: 0.8050 Epoch 16/100 ---------- lr: 0.005 train loss: 1.2749 val loss: 1.2636 Epoch 17/100 ---------- lr: 0.005 train loss: 1.4483 val loss: 0.9921 Epoch 18/100 ---------- lr: 0.005 train loss: 1.6774 val loss: 1.6201 Epoch 19/100 ---------- lr: 0.005 train loss: 1.3790 val loss: 0.7091 Epoch 20/100 ---------- lr: 0.005 train loss: 1.1163 val loss: 0.6795 Epoch 21/100 ---------- lr: 0.005 train loss: 1.1010 val loss: 0.9096 Epoch 22/100 ---------- lr: 0.005 train loss: 1.4221 val loss: 0.7679 Epoch 23/100 ---------- lr: 0.005 train loss: 1.0436 val loss: 0.6649 Epoch 24/100 ---------- lr: 0.005 train loss: 1.0053 val loss: 0.8090 Epoch 25/100 ---------- lr: 0.005 train loss: 1.4035 val loss: 1.5045 Epoch 26/100 ---------- lr: 0.005 train loss: 1.4104 val loss: 0.9907 Epoch 27/100 ---------- lr: 0.005 train loss: 1.0407 val loss: 0.5260 Epoch 28/100 ---------- lr: 0.005 train loss: 0.9015 val loss: 0.5593 Epoch 29/100 ---------- lr: 0.005 train loss: 0.9658 val loss: 0.5745 Epoch 30/100 ---------- lr: 0.005 train loss: 0.8868 val loss: 0.4682 Epoch 31/100 ---------- lr: 0.005 train loss: 0.9129 val loss: 0.5946 Epoch 32/100 ---------- lr: 0.005 train loss: 0.8692 val loss: 0.4460 Epoch 33/100 ---------- lr: 0.005 train loss: 0.8177 val loss: 0.4307 Epoch 34/100 ---------- lr: 0.005 train loss: 0.9048 val loss: 0.8996 Epoch 35/100 ---------- lr: 0.005 train loss: 1.6380 val loss: 1.4908 Epoch 36/100 ---------- lr: 0.005 train loss: 1.2577 val loss: 0.6158 Epoch 37/100 ---------- lr: 0.005 train loss: 0.8885 val loss: 0.4338 Epoch 38/100 ---------- lr: 0.005 train loss: 0.7977 val loss: 0.4148 Epoch 39/100 ---------- lr: 0.005 train loss: 0.7715 val loss: 0.4546 Epoch 40/100 ---------- lr: 0.005 train loss: 0.7481 val loss: 0.5099 Epoch 41/100 ---------- lr: 0.005 train loss: 0.7911 val loss: 0.4005 Epoch 42/100 ---------- lr: 0.005 train loss: 0.7550 val loss: 0.3629 Epoch 43/100 ---------- lr: 0.005 train loss: 0.7668 val loss: 0.3948 Epoch 44/100 ---------- lr: 0.005 train loss: 0.7763 val loss: 0.4769 Epoch 45/100 ---------- lr: 0.005 train loss: 0.8179 val loss: 0.5031 Epoch 46/100 ---------- lr: 0.005 train loss: 0.8092 val loss: 0.7081 Epoch 47/100 ---------- lr: 0.005 train loss: 1.0894 val loss: 0.4398 Epoch 48/100 ---------- lr: 0.005 train loss: 0.7634 val loss: 0.4004 Epoch 49/100 ---------- lr: 0.005 train loss: 0.7001 val loss: 0.3267 Epoch 50/100 ---------- lr: 0.005 train loss: 0.6908 val loss: 0.3656 Epoch 51/100 ---------- lr: 0.005 train loss: 0.7307 val loss: 0.3641 Epoch 52/100 ---------- lr: 0.005 train loss: 0.6819 val loss: 0.2956 Epoch 53/100 ---------- lr: 0.005 train loss: 0.7466 val loss: 0.4120 Epoch 54/100 ---------- lr: 0.005 train loss: 0.7345 val loss: 0.3187 Epoch 55/100 ---------- lr: 0.005 train loss: 0.6762 val loss: 0.3129 Epoch 56/100 ---------- lr: 0.005 train loss: 0.7261 val loss: 0.3977 Epoch 57/100 ---------- lr: 0.005 train loss: 0.8259 val loss: 0.4464 Epoch 58/100 ---------- lr: 0.005 train loss: 0.7995 val loss: 0.7489 Epoch 59/100 ---------- lr: 0.005 train loss: 0.9123 val loss: 0.3651 Epoch 60/100 ---------- lr: 0.005 train loss: 0.6601 val loss: 0.2745 Epoch 61/100 ---------- lr: 0.005 train loss: 0.6189 val loss: 0.2538 Epoch 62/100 ---------- lr: 0.005 train loss: 0.6363 val loss: 0.3563 Epoch 63/100 ---------- lr: 0.005 train loss: 0.7082 val loss: 0.2882 Epoch 64/100 ---------- lr: 0.005 train loss: 0.7644 val loss: 0.4931 Epoch 65/100 ---------- lr: 0.005 train loss: 0.7631 val loss: 0.3346 Epoch 66/100 ---------- lr: 0.005 train loss: 0.6897 val loss: 0.2819 Epoch 67/100 ---------- lr: 0.005 train loss: 0.6194 val loss: 0.2537 Epoch 68/100 ---------- lr: 0.005 train loss: 0.6071 val loss: 0.2566 Epoch 69/100 ---------- lr: 0.005 train loss: 0.6329 val loss: 0.3293 Epoch 70/100 ---------- lr: 0.005 train loss: 0.6792 val loss: 0.3180 Epoch 71/100 ---------- lr: 0.005 train loss: 0.7911 val loss: 0.7588 Epoch 72/100 ---------- lr: 0.005 train loss: 0.8360 val loss: 0.3849 Epoch 73/100 ---------- lr: 0.005 train loss: 0.6633 val loss: 0.2448 Epoch 74/100 ---------- lr: 0.005 train loss: 0.5997 val loss: 0.2395 Epoch 75/100 ---------- lr: 0.005 train loss: 0.6218 val loss: 0.2667 Epoch 76/100 ---------- lr: 0.005 train loss: 0.6423 val loss: 0.3531 Epoch 77/100 ---------- lr: 0.005 train loss: 0.6548 val loss: 0.2392 Epoch 78/100 ---------- lr: 0.005 train loss: 0.6623 val loss: 0.3295 Epoch 79/100 ---------- lr: 0.005 train loss: 0.6054 val loss: 0.2600 Epoch 80/100 ---------- lr: 0.005 train loss: 0.7377 val loss: 0.6941 Epoch 81/100 ---------- lr: 0.005 train loss: 0.9660 val loss: 0.8909 Epoch 82/100 ---------- lr: 0.005 train loss: 0.8467 val loss: 0.3022 Epoch 83/100 ---------- lr: 0.005 train loss: 0.6094 val loss: 0.2639 Epoch 84/100 ---------- lr: 0.005 train loss: 0.5908 val loss: 0.2342 Epoch 85/100 ---------- lr: 0.005 train loss: 0.5808 val loss: 0.2374 Epoch 86/100 ---------- lr: 0.005 train loss: 0.5842 val loss: 0.2385 Epoch 87/100 ---------- lr: 0.005 train loss: 0.5993 val loss: 0.2965 Epoch 88/100 ---------- lr: 0.005 train loss: 0.6117 val loss: 0.2682 Epoch 89/100 ---------- lr: 0.005 train loss: 0.6172 val loss: 0.2769 Epoch 90/100 ---------- lr: 0.005 train loss: 0.6222 val loss: 0.2952 Epoch 91/100 ---------- lr: 0.005 train loss: 0.6987 val loss: 0.2847 Epoch 92/100 ---------- lr: 0.005 train loss: 0.5993 val loss: 0.2315 Epoch 93/100 ---------- lr: 0.005 train loss: 0.5835 val loss: 0.2343 Epoch 94/100 ---------- lr: 0.005 train loss: 0.5770 val loss: 0.2220 Epoch 95/100 ---------- lr: 0.005 train loss: 0.5824 val loss: 0.2456 Epoch 96/100 ---------- lr: 0.005 train loss: 0.6019 val loss: 0.2308 Epoch 97/100 ---------- lr: 0.005 train loss: 0.5865 val loss: 0.2334 Epoch 98/100 ---------- lr: 0.005 train loss: 0.6808 val loss: 0.2770 Epoch 99/100 ---------- lr: 0.005 train loss: 0.6477 val loss: 0.3103 Epoch 100/100 ---------- lr: 0.005 train loss: 0.6354 val loss: 0.2528 Training complete in 10m 12s Best val loss: 0.2220 at epoch 94 Val MSE at best epoch: 0.0818