Epoch 1/100 ---------- lr: 0.001 train loss: 49.4588 val loss: 8.6340 Epoch 2/100 ---------- lr: 0.001 train loss: 8.2589 val loss: 6.0617 Epoch 3/100 ---------- lr: 0.001 train loss: 6.4334 val loss: 4.6063 Epoch 4/100 ---------- lr: 0.001 train loss: 5.5192 val loss: 4.2238 Epoch 5/100 ---------- lr: 0.001 train loss: 5.3421 val loss: 4.0027 Epoch 6/100 ---------- lr: 0.001 train loss: 4.6076 val loss: 3.3100 Epoch 7/100 ---------- lr: 0.001 train loss: 4.3747 val loss: 3.1225 Epoch 8/100 ---------- lr: 0.001 train loss: 4.1191 val loss: 3.2330 Epoch 9/100 ---------- lr: 0.001 train loss: 3.7414 val loss: 2.6627 Epoch 10/100 ---------- lr: 0.001 train loss: 3.5098 val loss: 2.6302 Epoch 11/100 ---------- lr: 0.001 train loss: 3.4077 val loss: 2.3273 Epoch 12/100 ---------- lr: 0.001 train loss: 3.2609 val loss: 2.3104 Epoch 13/100 ---------- lr: 0.001 train loss: 2.9892 val loss: 2.1552 Epoch 14/100 ---------- lr: 0.001 train loss: 2.8759 val loss: 2.0670 Epoch 15/100 ---------- lr: 0.001 train loss: 2.7634 val loss: 1.8350 Epoch 16/100 ---------- lr: 0.001 train loss: 2.6019 val loss: 2.0109 Epoch 17/100 ---------- lr: 0.001 train loss: 2.7328 val loss: 1.7237 Epoch 18/100 ---------- lr: 0.001 train loss: 2.4395 val loss: 1.5833 Epoch 19/100 ---------- lr: 0.001 train loss: 2.2936 val loss: 1.4800 Epoch 20/100 ---------- lr: 0.001 train loss: 2.2418 val loss: 1.4539 Epoch 21/100 ---------- lr: 0.001 train loss: 2.1344 val loss: 1.3834 Epoch 22/100 ---------- lr: 0.001 train loss: 2.1459 val loss: 1.4349 Epoch 23/100 ---------- lr: 0.001 train loss: 2.2665 val loss: 1.5815 Epoch 24/100 ---------- lr: 0.001 train loss: 2.1777 val loss: 1.4285 Epoch 25/100 ---------- lr: 0.001 train loss: 1.9941 val loss: 1.1480 Epoch 26/100 ---------- lr: 0.001 train loss: 1.9143 val loss: 1.2281 Epoch 27/100 ---------- lr: 0.001 train loss: 1.8567 val loss: 1.0946 Epoch 28/100 ---------- lr: 0.001 train loss: 1.8530 val loss: 1.0663 Epoch 29/100 ---------- lr: 0.001 train loss: 1.8920 val loss: 1.2429 Epoch 30/100 ---------- lr: 0.001 train loss: 1.9540 val loss: 1.0653 Epoch 31/100 ---------- lr: 0.001 train loss: 1.7511 val loss: 0.9894 Epoch 32/100 ---------- lr: 0.001 train loss: 1.7738 val loss: 1.2040 Epoch 33/100 ---------- lr: 0.001 train loss: 1.7935 val loss: 0.9153 Epoch 34/100 ---------- lr: 0.001 train loss: 1.6764 val loss: 0.8806 Epoch 35/100 ---------- lr: 0.001 train loss: 1.6452 val loss: 0.8745 Epoch 36/100 ---------- lr: 0.001 train loss: 1.6413 val loss: 0.9241 Epoch 37/100 ---------- lr: 0.001 train loss: 1.7339 val loss: 0.8450 Epoch 38/100 ---------- lr: 0.001 train loss: 1.6261 val loss: 0.8905 Epoch 39/100 ---------- lr: 0.001 train loss: 1.5966 val loss: 0.8289 Epoch 40/100 ---------- lr: 0.001 train loss: 1.5243 val loss: 0.7999 Epoch 41/100 ---------- lr: 0.001 train loss: 1.5191 val loss: 0.8226 Epoch 42/100 ---------- lr: 0.001 train loss: 1.4969 val loss: 0.7806 Epoch 43/100 ---------- lr: 0.001 train loss: 1.4807 val loss: 0.7181 Epoch 44/100 ---------- lr: 0.001 train loss: 1.4714 val loss: 0.7632 Epoch 45/100 ---------- lr: 0.001 train loss: 1.5315 val loss: 0.7703 Epoch 46/100 ---------- lr: 0.001 train loss: 1.4392 val loss: 0.7032 Epoch 47/100 ---------- lr: 0.001 train loss: 1.4347 val loss: 0.7065 Epoch 48/100 ---------- lr: 0.001 train loss: 1.4551 val loss: 0.7366 Epoch 49/100 ---------- lr: 0.001 train loss: 1.5704 val loss: 0.8022 Epoch 50/100 ---------- lr: 0.001 train loss: 1.4623 val loss: 0.7845 Epoch 51/100 ---------- lr: 0.001 train loss: 1.3946 val loss: 0.6741 Epoch 52/100 ---------- lr: 0.001 train loss: 1.3786 val loss: 0.6347 Epoch 53/100 ---------- lr: 0.001 train loss: 1.3600 val loss: 0.6839 Epoch 54/100 ---------- lr: 0.001 train loss: 1.3996 val loss: 0.7004 Epoch 55/100 ---------- lr: 0.001 train loss: 1.3572 val loss: 0.6406 Epoch 56/100 ---------- lr: 0.001 train loss: 1.3505 val loss: 0.6659 Epoch 57/100 ---------- lr: 0.001 train loss: 1.3327 val loss: 0.6475 Epoch 58/100 ---------- lr: 0.001 train loss: 1.3326 val loss: 0.6347 Epoch 59/100 ---------- lr: 0.001 train loss: 1.3084 val loss: 0.6372 Epoch 60/100 ---------- lr: 0.001 train loss: 1.3439 val loss: 0.6258 Epoch 61/100 ---------- lr: 0.001 train loss: 1.3349 val loss: 0.5786 Epoch 62/100 ---------- lr: 0.001 train loss: 1.2745 val loss: 0.6224 Epoch 63/100 ---------- lr: 0.001 train loss: 1.2724 val loss: 0.5943 Epoch 64/100 ---------- lr: 0.001 train loss: 1.2938 val loss: 0.5427 Epoch 65/100 ---------- lr: 0.001 train loss: 1.2612 val loss: 0.5546 Epoch 66/100 ---------- lr: 0.001 train loss: 1.2821 val loss: 0.5857 Epoch 67/100 ---------- lr: 0.001 train loss: 1.2683 val loss: 0.5213 Epoch 68/100 ---------- lr: 0.001 train loss: 1.2413 val loss: 0.5744 Epoch 69/100 ---------- lr: 0.001 train loss: 1.2561 val loss: 0.5283 Epoch 70/100 ---------- lr: 0.001 train loss: 1.2404 val loss: 0.5934 Epoch 71/100 ---------- lr: 0.001 train loss: 1.2275 val loss: 0.5106 Epoch 72/100 ---------- lr: 0.001 train loss: 1.2247 val loss: 0.5210 Epoch 73/100 ---------- lr: 0.001 train loss: 1.2366 val loss: 0.6640 Epoch 74/100 ---------- lr: 0.001 train loss: 1.3364 val loss: 0.5340 Epoch 75/100 ---------- lr: 0.001 train loss: 1.1953 val loss: 0.4784 Epoch 76/100 ---------- lr: 0.001 train loss: 1.1892 val loss: 0.5046 Epoch 77/100 ---------- lr: 0.001 train loss: 1.1745 val loss: 0.4887 Epoch 78/100 ---------- lr: 0.001 train loss: 1.1754 val loss: 0.5848 Epoch 79/100 ---------- lr: 0.001 train loss: 1.3437 val loss: 0.7110 Epoch 80/100 ---------- lr: 0.001 train loss: 1.2361 val loss: 0.4894 Epoch 81/100 ---------- lr: 0.001 train loss: 1.1955 val loss: 0.4906 Epoch 82/100 ---------- lr: 0.001 train loss: 1.1655 val loss: 0.5119 Epoch 83/100 ---------- lr: 0.001 train loss: 1.1764 val loss: 0.5867 Epoch 84/100 ---------- lr: 0.001 train loss: 1.1789 val loss: 0.4622 Epoch 85/100 ---------- lr: 0.001 train loss: 1.1530 val loss: 0.4329 Epoch 86/100 ---------- lr: 0.001 train loss: 1.1504 val loss: 0.4529 Epoch 87/100 ---------- lr: 0.001 train loss: 1.2159 val loss: 0.6962 Epoch 88/100 ---------- lr: 0.001 train loss: 1.2689 val loss: 0.4689 Epoch 89/100 ---------- lr: 0.001 train loss: 1.1523 val loss: 0.4577 Epoch 90/100 ---------- lr: 0.001 train loss: 1.1363 val loss: 0.4340 Epoch 91/100 ---------- lr: 0.001 train loss: 1.1340 val loss: 0.4513 Epoch 92/100 ---------- lr: 0.001 train loss: 1.1602 val loss: 0.4734 Epoch 93/100 ---------- lr: 0.001 train loss: 1.1578 val loss: 0.4421 Epoch 94/100 ---------- lr: 0.001 train loss: 1.1253 val loss: 0.4159 Epoch 95/100 ---------- lr: 0.001 train loss: 1.1349 val loss: 0.4445 Epoch 96/100 ---------- lr: 0.001 train loss: 1.2572 val loss: 0.6673 Epoch 97/100 ---------- lr: 0.001 train loss: 1.1958 val loss: 0.4586 Epoch 98/100 ---------- lr: 0.001 train loss: 1.1205 val loss: 0.4351 Epoch 99/100 ---------- lr: 0.001 train loss: 1.1090 val loss: 0.4215 Epoch 100/100 ---------- lr: 0.001 train loss: 1.1089 val loss: 0.4249 Training complete in 5m 41s Best val loss: 0.4159 at epoch 94 Val MSE at best epoch: 0.1457