Epoch 1/100 ---------- lr: 0.001 train loss: 31.5119 val loss: 6.6844 Epoch 2/100 ---------- lr: 0.001 train loss: 6.9930 val loss: 5.1247 Epoch 3/100 ---------- lr: 0.001 train loss: 5.6738 val loss: 4.6344 Epoch 4/100 ---------- lr: 0.001 train loss: 5.0032 val loss: 3.8031 Epoch 5/100 ---------- lr: 0.001 train loss: 4.5558 val loss: 4.1835 Epoch 6/100 ---------- lr: 0.001 train loss: 4.2481 val loss: 2.9841 Epoch 7/100 ---------- lr: 0.001 train loss: 3.7639 val loss: 2.7133 Epoch 8/100 ---------- lr: 0.001 train loss: 3.5300 val loss: 2.6192 Epoch 9/100 ---------- lr: 0.001 train loss: 3.3653 val loss: 2.4888 Epoch 10/100 ---------- lr: 0.001 train loss: 3.1485 val loss: 2.3225 Epoch 11/100 ---------- lr: 0.001 train loss: 3.0840 val loss: 2.0815 Epoch 12/100 ---------- lr: 0.001 train loss: 2.8716 val loss: 1.9821 Epoch 13/100 ---------- lr: 0.001 train loss: 2.7273 val loss: 1.9305 Epoch 14/100 ---------- lr: 0.001 train loss: 2.5841 val loss: 1.7260 Epoch 15/100 ---------- lr: 0.001 train loss: 2.4894 val loss: 1.7283 Epoch 16/100 ---------- lr: 0.001 train loss: 2.7698 val loss: 1.9601 Epoch 17/100 ---------- lr: 0.001 train loss: 2.4796 val loss: 1.6959 Epoch 18/100 ---------- lr: 0.001 train loss: 2.2866 val loss: 1.6377 Epoch 19/100 ---------- lr: 0.001 train loss: 2.2402 val loss: 1.4350 Epoch 20/100 ---------- lr: 0.001 train loss: 2.1189 val loss: 1.2897 Epoch 21/100 ---------- lr: 0.001 train loss: 2.0807 val loss: 1.2840 Epoch 22/100 ---------- lr: 0.001 train loss: 2.2841 val loss: 1.4113 Epoch 23/100 ---------- lr: 0.001 train loss: 2.0634 val loss: 1.2579 Epoch 24/100 ---------- lr: 0.001 train loss: 2.0734 val loss: 1.1944 Epoch 25/100 ---------- lr: 0.001 train loss: 1.9641 val loss: 1.2122 Epoch 26/100 ---------- lr: 0.001 train loss: 1.8979 val loss: 1.4984 Epoch 27/100 ---------- lr: 0.001 train loss: 1.9995 val loss: 1.1349 Epoch 28/100 ---------- lr: 0.001 train loss: 1.8493 val loss: 1.0669 Epoch 29/100 ---------- lr: 0.001 train loss: 1.7828 val loss: 1.0727 Epoch 30/100 ---------- lr: 0.001 train loss: 1.7789 val loss: 0.9868 Epoch 31/100 ---------- lr: 0.001 train loss: 1.6945 val loss: 0.9759 Epoch 32/100 ---------- lr: 0.001 train loss: 1.7434 val loss: 0.9530 Epoch 33/100 ---------- lr: 0.001 train loss: 2.0717 val loss: 1.3537 Epoch 34/100 ---------- lr: 0.001 train loss: 1.9678 val loss: 1.0079 Epoch 35/100 ---------- lr: 0.001 train loss: 1.6992 val loss: 0.9198 Epoch 36/100 ---------- lr: 0.001 train loss: 1.6431 val loss: 0.8703 Epoch 37/100 ---------- lr: 0.001 train loss: 1.7653 val loss: 1.0100 Epoch 38/100 ---------- lr: 0.001 train loss: 1.7758 val loss: 1.0151 Epoch 39/100 ---------- lr: 0.001 train loss: 1.6259 val loss: 0.8332 Epoch 40/100 ---------- lr: 0.001 train loss: 1.5456 val loss: 0.8098 Epoch 41/100 ---------- lr: 0.001 train loss: 1.5535 val loss: 0.8001 Epoch 42/100 ---------- lr: 0.001 train loss: 1.5306 val loss: 0.8521 Epoch 43/100 ---------- lr: 0.001 train loss: 1.5880 val loss: 0.9163 Epoch 44/100 ---------- lr: 0.001 train loss: 1.5076 val loss: 0.7412 Epoch 45/100 ---------- lr: 0.001 train loss: 1.6020 val loss: 0.9863 Epoch 46/100 ---------- lr: 0.001 train loss: 1.6936 val loss: 0.8104 Epoch 47/100 ---------- lr: 0.001 train loss: 1.5304 val loss: 0.8072 Epoch 48/100 ---------- lr: 0.001 train loss: 1.4854 val loss: 0.9066 Epoch 49/100 ---------- lr: 0.001 train loss: 1.5265 val loss: 0.7649 Epoch 50/100 ---------- lr: 0.001 train loss: 1.4684 val loss: 0.7083 Epoch 51/100 ---------- lr: 0.001 train loss: 1.4276 val loss: 0.6693 Epoch 52/100 ---------- lr: 0.001 train loss: 1.4088 val loss: 0.6666 Epoch 53/100 ---------- lr: 0.001 train loss: 1.3865 val loss: 0.6423 Epoch 54/100 ---------- lr: 0.001 train loss: 1.3850 val loss: 0.6723 Epoch 55/100 ---------- lr: 0.001 train loss: 1.4190 val loss: 0.7052 Epoch 56/100 ---------- lr: 0.001 train loss: 1.4716 val loss: 0.7501 Epoch 57/100 ---------- lr: 0.001 train loss: 1.3751 val loss: 0.6682 Epoch 58/100 ---------- lr: 0.001 train loss: 1.4071 val loss: 0.7227 Epoch 59/100 ---------- lr: 0.001 train loss: 1.5538 val loss: 0.7686 Epoch 60/100 ---------- lr: 0.001 train loss: 1.3932 val loss: 0.6071 Epoch 61/100 ---------- lr: 0.001 train loss: 1.3333 val loss: 0.6623 Epoch 62/100 ---------- lr: 0.001 train loss: 1.3174 val loss: 0.5976 Epoch 63/100 ---------- lr: 0.001 train loss: 1.3089 val loss: 0.5991 Epoch 64/100 ---------- lr: 0.001 train loss: 1.2964 val loss: 0.6093 Epoch 65/100 ---------- lr: 0.001 train loss: 1.3013 val loss: 0.6281 Epoch 66/100 ---------- lr: 0.001 train loss: 1.2943 val loss: 0.5865 Epoch 67/100 ---------- lr: 0.001 train loss: 1.2761 val loss: 0.5520 Epoch 68/100 ---------- lr: 0.001 train loss: 1.2908 val loss: 0.5819 Epoch 69/100 ---------- lr: 0.001 train loss: 1.2892 val loss: 0.5824 Epoch 70/100 ---------- lr: 0.001 train loss: 1.2587 val loss: 0.5313 Epoch 71/100 ---------- lr: 0.001 train loss: 1.2549 val loss: 0.5263 Epoch 72/100 ---------- lr: 0.001 train loss: 1.2419 val loss: 0.5284 Epoch 73/100 ---------- lr: 0.001 train loss: 1.2926 val loss: 0.5322 Epoch 74/100 ---------- lr: 0.001 train loss: 1.2292 val loss: 0.5410 Epoch 75/100 ---------- lr: 0.001 train loss: 1.2227 val loss: 0.5349 Epoch 76/100 ---------- lr: 0.001 train loss: 1.4681 val loss: 0.7102 Epoch 77/100 ---------- lr: 0.001 train loss: 1.3290 val loss: 0.6258 Epoch 78/100 ---------- lr: 0.001 train loss: 1.3667 val loss: 0.5582 Epoch 79/100 ---------- lr: 0.001 train loss: 1.2419 val loss: 0.5262 Epoch 80/100 ---------- lr: 0.001 train loss: 1.2262 val loss: 0.5092 Epoch 81/100 ---------- lr: 0.001 train loss: 1.2138 val loss: 0.5244 Epoch 82/100 ---------- lr: 0.001 train loss: 1.1952 val loss: 0.5338 Epoch 83/100 ---------- lr: 0.001 train loss: 1.1994 val loss: 0.5351 Epoch 84/100 ---------- lr: 0.001 train loss: 1.2535 val loss: 0.5511 Epoch 85/100 ---------- lr: 0.001 train loss: 1.2073 val loss: 0.5223 Epoch 86/100 ---------- lr: 0.001 train loss: 1.1835 val loss: 0.4767 Epoch 87/100 ---------- lr: 0.001 train loss: 1.1718 val loss: 0.4809 Epoch 88/100 ---------- lr: 0.001 train loss: 1.1947 val loss: 0.7563 Epoch 89/100 ---------- lr: 0.001 train loss: 1.4283 val loss: 0.5193 Epoch 90/100 ---------- lr: 0.001 train loss: 1.1760 val loss: 0.4491 Epoch 91/100 ---------- lr: 0.001 train loss: 1.1605 val loss: 0.4889 Epoch 92/100 ---------- lr: 0.001 train loss: 1.1609 val loss: 0.4842 Epoch 93/100 ---------- lr: 0.001 train loss: 1.1517 val loss: 0.4607 Epoch 94/100 ---------- lr: 0.001 train loss: 1.2534 val loss: 0.4915 Epoch 95/100 ---------- lr: 0.001 train loss: 1.1823 val loss: 0.4751 Epoch 96/100 ---------- lr: 0.001 train loss: 1.1550 val loss: 0.4665 Epoch 97/100 ---------- lr: 0.001 train loss: 1.1470 val loss: 0.4801 Epoch 98/100 ---------- lr: 0.001 train loss: 1.1453 val loss: 0.4778 Epoch 99/100 ---------- lr: 0.001 train loss: 1.1465 val loss: 0.4905 Epoch 100/100 ---------- lr: 0.001 train loss: 1.1826 val loss: 0.5419 Training complete in 7m 22s Best val loss: 0.4491 at epoch 90 Val MSE at best epoch: 0.1560