Epoch 1/100 ---------- lr: 0.001 train loss: 31.4698 val loss: 6.2198 Epoch 2/100 ---------- lr: 0.001 train loss: 6.4515 val loss: 4.4862 Epoch 3/100 ---------- lr: 0.001 train loss: 4.8779 val loss: 3.8335 Epoch 4/100 ---------- lr: 0.001 train loss: 4.1770 val loss: 2.9481 Epoch 5/100 ---------- lr: 0.001 train loss: 3.7532 val loss: 2.4171 Epoch 6/100 ---------- lr: 0.001 train loss: 3.3629 val loss: 2.2735 Epoch 7/100 ---------- lr: 0.001 train loss: 3.0879 val loss: 2.5290 Epoch 8/100 ---------- lr: 0.001 train loss: 3.0018 val loss: 1.9582 Epoch 9/100 ---------- lr: 0.001 train loss: 2.4958 val loss: 1.6266 Epoch 10/100 ---------- lr: 0.001 train loss: 2.3482 val loss: 1.5897 Epoch 11/100 ---------- lr: 0.001 train loss: 2.4651 val loss: 1.7787 Epoch 12/100 ---------- lr: 0.001 train loss: 2.1735 val loss: 1.2849 Epoch 13/100 ---------- lr: 0.001 train loss: 2.0576 val loss: 1.3095 Epoch 14/100 ---------- lr: 0.001 train loss: 1.9153 val loss: 1.3260 Epoch 15/100 ---------- lr: 0.001 train loss: 1.8599 val loss: 1.2355 Epoch 16/100 ---------- lr: 0.001 train loss: 1.8083 val loss: 1.0666 Epoch 17/100 ---------- lr: 0.001 train loss: 1.5918 val loss: 0.8654 Epoch 18/100 ---------- lr: 0.001 train loss: 1.5173 val loss: 0.9529 Epoch 19/100 ---------- lr: 0.001 train loss: 1.5562 val loss: 0.8370 Epoch 20/100 ---------- lr: 0.001 train loss: 1.6608 val loss: 0.9812 Epoch 21/100 ---------- lr: 0.001 train loss: 1.4735 val loss: 0.6650 Epoch 22/100 ---------- lr: 0.001 train loss: 1.3398 val loss: 0.8553 Epoch 23/100 ---------- lr: 0.001 train loss: 1.4403 val loss: 1.3157 Epoch 24/100 ---------- lr: 0.001 train loss: 1.4787 val loss: 1.2260 Epoch 25/100 ---------- lr: 0.001 train loss: 1.4467 val loss: 0.7618 Epoch 26/100 ---------- lr: 0.001 train loss: 1.2015 val loss: 0.5942 Epoch 27/100 ---------- lr: 0.001 train loss: 1.1951 val loss: 0.8104 Epoch 28/100 ---------- lr: 0.001 train loss: 1.6641 val loss: 1.3596 Epoch 29/100 ---------- lr: 0.001 train loss: 1.2992 val loss: 0.5814 Epoch 30/100 ---------- lr: 0.001 train loss: 1.0942 val loss: 0.5162 Epoch 31/100 ---------- lr: 0.001 train loss: 1.0615 val loss: 0.4998 Epoch 32/100 ---------- lr: 0.001 train loss: 1.0405 val loss: 0.5633 Epoch 33/100 ---------- lr: 0.001 train loss: 1.0711 val loss: 0.5543 Epoch 34/100 ---------- lr: 0.001 train loss: 1.0161 val loss: 0.4318 Epoch 35/100 ---------- lr: 0.001 train loss: 1.2878 val loss: 0.6927 Epoch 36/100 ---------- lr: 0.001 train loss: 1.8052 val loss: 1.0779 Epoch 37/100 ---------- lr: 0.001 train loss: 1.2710 val loss: 0.5224 Epoch 38/100 ---------- lr: 0.001 train loss: 1.0511 val loss: 0.4849 Epoch 39/100 ---------- lr: 0.001 train loss: 0.9766 val loss: 0.4273 Epoch 40/100 ---------- lr: 0.001 train loss: 0.9478 val loss: 0.4098 Epoch 41/100 ---------- lr: 0.001 train loss: 0.9377 val loss: 0.3835 Epoch 42/100 ---------- lr: 0.001 train loss: 0.9222 val loss: 0.4029 Epoch 43/100 ---------- lr: 0.001 train loss: 0.9219 val loss: 0.3923 Epoch 44/100 ---------- lr: 0.001 train loss: 0.9483 val loss: 0.4990 Epoch 45/100 ---------- lr: 0.001 train loss: 1.0792 val loss: 0.4633 Epoch 46/100 ---------- lr: 0.001 train loss: 0.9258 val loss: 0.4091 Epoch 47/100 ---------- lr: 0.001 train loss: 0.9018 val loss: 0.3441 Epoch 48/100 ---------- lr: 0.001 train loss: 1.1717 val loss: 1.0188 Epoch 49/100 ---------- lr: 0.001 train loss: 1.2417 val loss: 0.4146 Epoch 50/100 ---------- lr: 0.001 train loss: 0.8880 val loss: 0.3428 Epoch 51/100 ---------- lr: 0.001 train loss: 0.8460 val loss: 0.3112 Epoch 52/100 ---------- lr: 0.001 train loss: 0.8349 val loss: 0.3113 Epoch 53/100 ---------- lr: 0.001 train loss: 0.8320 val loss: 0.3077 Epoch 54/100 ---------- lr: 0.001 train loss: 0.8417 val loss: 0.3040 Epoch 55/100 ---------- lr: 0.001 train loss: 0.8140 val loss: 0.2847 Epoch 56/100 ---------- lr: 0.001 train loss: 0.9943 val loss: 0.5166 Epoch 57/100 ---------- lr: 0.001 train loss: 1.0837 val loss: 0.4395 Epoch 58/100 ---------- lr: 0.001 train loss: 0.8348 val loss: 0.3085 Epoch 59/100 ---------- lr: 0.001 train loss: 0.7909 val loss: 0.3031 Epoch 60/100 ---------- lr: 0.001 train loss: 0.9901 val loss: 0.7112 Epoch 61/100 ---------- lr: 0.001 train loss: 1.0813 val loss: 0.3818 Epoch 62/100 ---------- lr: 0.001 train loss: 0.8430 val loss: 0.3014 Epoch 63/100 ---------- lr: 0.001 train loss: 0.7936 val loss: 0.2856 Epoch 64/100 ---------- lr: 0.001 train loss: 0.7774 val loss: 0.2875 Epoch 65/100 ---------- lr: 0.001 train loss: 0.8045 val loss: 0.2778 Epoch 66/100 ---------- lr: 0.001 train loss: 0.7691 val loss: 0.3002 Epoch 67/100 ---------- lr: 0.001 train loss: 0.8121 val loss: 0.3939 Epoch 68/100 ---------- lr: 0.001 train loss: 0.8925 val loss: 0.2827 Epoch 69/100 ---------- lr: 0.001 train loss: 0.7717 val loss: 0.2518 Epoch 70/100 ---------- lr: 0.001 train loss: 0.8128 val loss: 0.2825 Epoch 71/100 ---------- lr: 0.001 train loss: 0.7661 val loss: 0.3524 Epoch 72/100 ---------- lr: 0.001 train loss: 0.9600 val loss: 0.3450 Epoch 73/100 ---------- lr: 0.001 train loss: 0.7646 val loss: 0.2689 Epoch 74/100 ---------- lr: 0.001 train loss: 0.7505 val loss: 0.2626 Epoch 75/100 ---------- lr: 0.001 train loss: 0.7369 val loss: 0.2520 Epoch 76/100 ---------- lr: 0.001 train loss: 0.7358 val loss: 0.2636 Epoch 77/100 ---------- lr: 0.001 train loss: 0.7263 val loss: 0.2450 Epoch 78/100 ---------- lr: 0.001 train loss: 0.7461 val loss: 0.2723 Epoch 79/100 ---------- lr: 0.001 train loss: 0.8407 val loss: 0.4584 Epoch 80/100 ---------- lr: 0.001 train loss: 0.8647 val loss: 0.2739 Epoch 81/100 ---------- lr: 0.001 train loss: 0.7246 val loss: 0.2221 Epoch 82/100 ---------- lr: 0.001 train loss: 0.7239 val loss: 0.4996 Epoch 83/100 ---------- lr: 0.001 train loss: 1.0682 val loss: 0.6504 Epoch 84/100 ---------- lr: 0.001 train loss: 0.8549 val loss: 0.2660 Epoch 85/100 ---------- lr: 0.001 train loss: 0.7244 val loss: 0.2442 Epoch 86/100 ---------- lr: 0.001 train loss: 0.7131 val loss: 0.2417 Epoch 87/100 ---------- lr: 0.001 train loss: 0.7152 val loss: 0.2555 Epoch 88/100 ---------- lr: 0.001 train loss: 0.7073 val loss: 0.2288 Epoch 89/100 ---------- lr: 0.001 train loss: 0.7024 val loss: 0.2226 Epoch 90/100 ---------- lr: 0.001 train loss: 0.7042 val loss: 0.3206 Epoch 91/100 ---------- lr: 0.001 train loss: 0.7672 val loss: 0.2168 Epoch 92/100 ---------- lr: 0.001 train loss: 0.7941 val loss: 0.8408 Epoch 93/100 ---------- lr: 0.001 train loss: 0.8440 val loss: 0.2279 Epoch 94/100 ---------- lr: 0.001 train loss: 0.6961 val loss: 0.2049 Epoch 95/100 ---------- lr: 0.001 train loss: 0.6882 val loss: 0.2087 Epoch 96/100 ---------- lr: 0.001 train loss: 0.6874 val loss: 0.2256 Epoch 97/100 ---------- lr: 0.001 train loss: 0.6881 val loss: 0.2120 Epoch 98/100 ---------- lr: 0.001 train loss: 0.6965 val loss: 0.2158 Epoch 99/100 ---------- lr: 0.001 train loss: 0.6966 val loss: 0.2201 Epoch 100/100 ---------- lr: 0.001 train loss: 0.7044 val loss: 0.2269 Training complete in 32m 46s Best val loss: 0.2049 at epoch 94 Val MSE at best epoch: 0.0733