Epoch 1/100 ---------- lr: 0.001 train loss: 64.3318 val loss: 25.1608 Epoch 2/100 ---------- lr: 0.001 train loss: 13.7553 val loss: 6.5640 Epoch 3/100 ---------- lr: 0.001 train loss: 8.2442 val loss: 5.4304 Epoch 4/100 ---------- lr: 0.001 train loss: 7.1175 val loss: 4.7126 Epoch 5/100 ---------- lr: 0.001 train loss: 6.3836 val loss: 4.3497 Epoch 6/100 ---------- lr: 0.001 train loss: 5.8978 val loss: 3.9580 Epoch 7/100 ---------- lr: 0.001 train loss: 5.6302 val loss: 3.6432 Epoch 8/100 ---------- lr: 0.001 train loss: 5.2439 val loss: 3.3867 Epoch 9/100 ---------- lr: 0.001 train loss: 5.1464 val loss: 3.2510 Epoch 10/100 ---------- lr: 0.001 train loss: 4.8523 val loss: 4.0489 Epoch 11/100 ---------- lr: 0.001 train loss: 4.6671 val loss: 2.8207 Epoch 12/100 ---------- lr: 0.001 train loss: 4.4971 val loss: 2.8396 Epoch 13/100 ---------- lr: 0.001 train loss: 4.3075 val loss: 3.0442 Epoch 14/100 ---------- lr: 0.001 train loss: 4.2504 val loss: 2.6989 Epoch 15/100 ---------- lr: 0.001 train loss: 4.0398 val loss: 2.4811 Epoch 16/100 ---------- lr: 0.001 train loss: 3.9502 val loss: 2.3513 Epoch 17/100 ---------- lr: 0.001 train loss: 3.9022 val loss: 2.5558 Epoch 18/100 ---------- lr: 0.001 train loss: 3.7623 val loss: 2.2784 Epoch 19/100 ---------- lr: 0.001 train loss: 3.6608 val loss: 2.1574 Epoch 20/100 ---------- lr: 0.001 train loss: 3.5790 val loss: 2.1525 Epoch 21/100 ---------- lr: 0.001 train loss: 3.6017 val loss: 2.0194 Epoch 22/100 ---------- lr: 0.001 train loss: 3.4643 val loss: 2.0917 Epoch 23/100 ---------- lr: 0.001 train loss: 3.4696 val loss: 2.1306 Epoch 24/100 ---------- lr: 0.001 train loss: 3.3957 val loss: 1.9335 Epoch 25/100 ---------- lr: 0.001 train loss: 3.3036 val loss: 1.9187 Epoch 26/100 ---------- lr: 0.001 train loss: 3.2867 val loss: 1.7944 Epoch 27/100 ---------- lr: 0.001 train loss: 3.2080 val loss: 1.9024 Epoch 28/100 ---------- lr: 0.001 train loss: 3.4256 val loss: 2.0510 Epoch 29/100 ---------- lr: 0.001 train loss: 3.2474 val loss: 1.6959 Epoch 30/100 ---------- lr: 0.001 train loss: 3.1636 val loss: 1.7166 Epoch 31/100 ---------- lr: 0.001 train loss: 3.0873 val loss: 1.6646 Epoch 32/100 ---------- lr: 0.001 train loss: 3.1488 val loss: 1.6943 Epoch 33/100 ---------- lr: 0.001 train loss: 3.0303 val loss: 1.7344 Epoch 34/100 ---------- lr: 0.001 train loss: 3.1190 val loss: 1.6331 Epoch 35/100 ---------- lr: 0.001 train loss: 2.9943 val loss: 1.4741 Epoch 36/100 ---------- lr: 0.001 train loss: 2.9732 val loss: 1.6212 Epoch 37/100 ---------- lr: 0.001 train loss: 3.0308 val loss: 1.7194 Epoch 38/100 ---------- lr: 0.001 train loss: 3.1650 val loss: 1.5557 Epoch 39/100 ---------- lr: 0.001 train loss: 2.9120 val loss: 1.4752 Epoch 40/100 ---------- lr: 0.001 train loss: 2.8757 val loss: 1.4566 Epoch 41/100 ---------- lr: 0.001 train loss: 2.8612 val loss: 1.5076 Epoch 42/100 ---------- lr: 0.001 train loss: 2.8247 val loss: 1.4070 Epoch 43/100 ---------- lr: 0.001 train loss: 2.8513 val loss: 1.8467 Epoch 44/100 ---------- lr: 0.001 train loss: 2.9383 val loss: 1.6482 Epoch 45/100 ---------- lr: 0.001 train loss: 2.8866 val loss: 1.4705 Epoch 46/100 ---------- lr: 0.001 train loss: 2.7881 val loss: 1.4707 Epoch 47/100 ---------- lr: 0.001 train loss: 2.7688 val loss: 1.6042 Epoch 48/100 ---------- lr: 0.001 train loss: 2.7402 val loss: 1.3470 Epoch 49/100 ---------- lr: 0.001 train loss: 2.7407 val loss: 1.3084 Epoch 50/100 ---------- lr: 0.001 train loss: 2.8040 val loss: 1.2970 Epoch 51/100 ---------- lr: 0.001 train loss: 2.7296 val loss: 1.6379 Epoch 52/100 ---------- lr: 0.001 train loss: 2.7285 val loss: 1.2990 Epoch 53/100 ---------- lr: 0.001 train loss: 2.6677 val loss: 1.3399 Epoch 54/100 ---------- lr: 0.001 train loss: 2.6850 val loss: 1.3940 Epoch 55/100 ---------- lr: 0.001 train loss: 2.6576 val loss: 1.3552 Epoch 56/100 ---------- lr: 0.001 train loss: 2.6896 val loss: 1.3582 Epoch 57/100 ---------- lr: 0.001 train loss: 3.1540 val loss: 2.0130 Epoch 58/100 ---------- lr: 0.001 train loss: 2.9776 val loss: 1.4949 Epoch 59/100 ---------- lr: 0.001 train loss: 2.7930 val loss: 1.3894 Epoch 60/100 ---------- lr: 0.001 train loss: 2.6917 val loss: 1.3138 Epoch 61/100 ---------- lr: 0.001 train loss: 2.6429 val loss: 1.3175 Epoch 62/100 ---------- lr: 0.001 train loss: 2.6275 val loss: 1.5960 Epoch 63/100 ---------- lr: 0.001 train loss: 2.7333 val loss: 1.2966 Epoch 64/100 ---------- lr: 0.001 train loss: 2.5997 val loss: 1.2290 Epoch 65/100 ---------- lr: 0.001 train loss: 2.5767 val loss: 1.2249 Epoch 66/100 ---------- lr: 0.001 train loss: 2.5551 val loss: 1.2021 Epoch 67/100 ---------- lr: 0.001 train loss: 2.5711 val loss: 1.2348 Epoch 68/100 ---------- lr: 0.001 train loss: 2.5594 val loss: 1.2721 Epoch 69/100 ---------- lr: 0.001 train loss: 2.6361 val loss: 1.1656 Epoch 70/100 ---------- lr: 0.001 train loss: 2.5372 val loss: 1.3414 Epoch 71/100 ---------- lr: 0.001 train loss: 2.5474 val loss: 1.1552 Epoch 72/100 ---------- lr: 0.001 train loss: 2.5054 val loss: 1.1638 Epoch 73/100 ---------- lr: 0.001 train loss: 2.5067 val loss: 1.1446 Epoch 74/100 ---------- lr: 0.001 train loss: 2.5762 val loss: 1.2797 Epoch 75/100 ---------- lr: 0.001 train loss: 2.5328 val loss: 1.1376 Epoch 76/100 ---------- lr: 0.001 train loss: 2.4747 val loss: 1.1645 Epoch 77/100 ---------- lr: 0.001 train loss: 2.4904 val loss: 1.1891 Epoch 78/100 ---------- lr: 0.001 train loss: 2.4900 val loss: 1.1166 Epoch 79/100 ---------- lr: 0.001 train loss: 2.4379 val loss: 1.1286 Epoch 80/100 ---------- lr: 0.001 train loss: 2.5064 val loss: 1.2129 Epoch 81/100 ---------- lr: 0.001 train loss: 2.4435 val loss: 1.1225 Epoch 82/100 ---------- lr: 0.001 train loss: 2.4255 val loss: 1.2483 Epoch 83/100 ---------- lr: 0.001 train loss: 2.5472 val loss: 1.1091 Epoch 84/100 ---------- lr: 0.001 train loss: 2.4242 val loss: 1.5383 Epoch 85/100 ---------- lr: 0.001 train loss: 2.4950 val loss: 1.0675 Epoch 86/100 ---------- lr: 0.001 train loss: 2.4524 val loss: 1.1475 Epoch 87/100 ---------- lr: 0.001 train loss: 2.4092 val loss: 1.1599 Epoch 88/100 ---------- lr: 0.001 train loss: 2.3807 val loss: 1.0731 Epoch 89/100 ---------- lr: 0.001 train loss: 2.3786 val loss: 1.0755 Epoch 90/100 ---------- lr: 0.001 train loss: 2.3834 val loss: 1.0901 Epoch 91/100 ---------- lr: 0.001 train loss: 2.3622 val loss: 1.0458 Epoch 92/100 ---------- lr: 0.001 train loss: 2.3912 val loss: 1.1024 Epoch 93/100 ---------- lr: 0.001 train loss: 2.3744 val loss: 1.0861 Epoch 94/100 ---------- lr: 0.001 train loss: 2.5551 val loss: 1.1899 Epoch 95/100 ---------- lr: 0.001 train loss: 2.3846 val loss: 1.1060 Epoch 96/100 ---------- lr: 0.001 train loss: 2.3383 val loss: 1.1196 Epoch 97/100 ---------- lr: 0.001 train loss: 2.3306 val loss: 0.9990 Epoch 98/100 ---------- lr: 0.001 train loss: 2.3250 val loss: 1.1732 Epoch 99/100 ---------- lr: 0.001 train loss: 2.3294 val loss: 1.1146 Epoch 100/100 ---------- lr: 0.001 train loss: 2.3331 val loss: 1.1523 Training complete in 4m 31s Best val loss: 0.9990 at epoch 97 Val MSE at best epoch: 0.3470