Epoch 1/100 ---------- lr: 0.001 train loss: 53.1601 val loss: 12.6204 Epoch 2/100 ---------- lr: 0.001 train loss: 10.3512 val loss: 5.8167 Epoch 3/100 ---------- lr: 0.001 train loss: 7.5475 val loss: 4.4733 Epoch 4/100 ---------- lr: 0.001 train loss: 6.4525 val loss: 4.0389 Epoch 5/100 ---------- lr: 0.001 train loss: 5.7784 val loss: 3.5825 Epoch 6/100 ---------- lr: 0.001 train loss: 5.2555 val loss: 3.2573 Epoch 7/100 ---------- lr: 0.001 train loss: 4.9827 val loss: 3.0131 Epoch 8/100 ---------- lr: 0.001 train loss: 4.6222 val loss: 2.8325 Epoch 9/100 ---------- lr: 0.001 train loss: 4.7257 val loss: 2.6174 Epoch 10/100 ---------- lr: 0.001 train loss: 4.2914 val loss: 2.5990 Epoch 11/100 ---------- lr: 0.001 train loss: 4.1023 val loss: 2.3955 Epoch 12/100 ---------- lr: 0.001 train loss: 3.9735 val loss: 2.2329 Epoch 13/100 ---------- lr: 0.001 train loss: 3.9511 val loss: 2.2312 Epoch 14/100 ---------- lr: 0.001 train loss: 3.7660 val loss: 2.0743 Epoch 15/100 ---------- lr: 0.001 train loss: 3.7735 val loss: 2.0023 Epoch 16/100 ---------- lr: 0.001 train loss: 3.5738 val loss: 1.9043 Epoch 17/100 ---------- lr: 0.001 train loss: 3.5507 val loss: 2.0184 Epoch 18/100 ---------- lr: 0.001 train loss: 3.4707 val loss: 1.8655 Epoch 19/100 ---------- lr: 0.001 train loss: 3.6599 val loss: 1.7717 Epoch 20/100 ---------- lr: 0.001 train loss: 3.3976 val loss: 1.8686 Epoch 21/100 ---------- lr: 0.001 train loss: 3.2897 val loss: 1.5795 Epoch 22/100 ---------- lr: 0.001 train loss: 3.1862 val loss: 1.8666 Epoch 23/100 ---------- lr: 0.001 train loss: 3.1767 val loss: 1.5862 Epoch 24/100 ---------- lr: 0.001 train loss: 3.1203 val loss: 1.7669 Epoch 25/100 ---------- lr: 0.001 train loss: 3.1561 val loss: 1.4767 Epoch 26/100 ---------- lr: 0.001 train loss: 3.0513 val loss: 1.4284 Epoch 27/100 ---------- lr: 0.001 train loss: 2.9992 val loss: 1.4113 Epoch 28/100 ---------- lr: 0.001 train loss: 3.0166 val loss: 1.4423 Epoch 29/100 ---------- lr: 0.001 train loss: 2.9950 val loss: 1.3953 Epoch 30/100 ---------- lr: 0.001 train loss: 2.9589 val loss: 1.7645 Epoch 31/100 ---------- lr: 0.001 train loss: 3.0463 val loss: 1.5218 Epoch 32/100 ---------- lr: 0.001 train loss: 2.9319 val loss: 1.3427 Epoch 33/100 ---------- lr: 0.001 train loss: 2.8032 val loss: 1.2551 Epoch 34/100 ---------- lr: 0.001 train loss: 2.8334 val loss: 1.1969 Epoch 35/100 ---------- lr: 0.001 train loss: 2.7603 val loss: 1.1840 Epoch 36/100 ---------- lr: 0.001 train loss: 2.7768 val loss: 1.1646 Epoch 37/100 ---------- lr: 0.001 train loss: 2.7422 val loss: 1.1508 Epoch 38/100 ---------- lr: 0.001 train loss: 2.7346 val loss: 1.1595 Epoch 39/100 ---------- lr: 0.001 train loss: 2.6774 val loss: 1.0694 Epoch 40/100 ---------- lr: 0.001 train loss: 2.6781 val loss: 1.0844 Epoch 41/100 ---------- lr: 0.001 train loss: 2.6490 val loss: 1.1520 Epoch 42/100 ---------- lr: 0.001 train loss: 2.6094 val loss: 1.1065 Epoch 43/100 ---------- lr: 0.001 train loss: 2.9721 val loss: 1.1314 Epoch 44/100 ---------- lr: 0.001 train loss: 2.6554 val loss: 1.0784 Epoch 45/100 ---------- lr: 0.001 train loss: 2.5614 val loss: 1.0045 Epoch 46/100 ---------- lr: 0.001 train loss: 2.5328 val loss: 1.0386 Epoch 47/100 ---------- lr: 0.001 train loss: 2.5120 val loss: 1.0352 Epoch 48/100 ---------- lr: 0.001 train loss: 2.5117 val loss: 0.9911 Epoch 49/100 ---------- lr: 0.001 train loss: 2.5292 val loss: 1.0581 Epoch 50/100 ---------- lr: 0.001 train loss: 2.5217 val loss: 0.9881 Epoch 51/100 ---------- lr: 0.001 train loss: 2.5440 val loss: 0.9674 Epoch 52/100 ---------- lr: 0.001 train loss: 2.5000 val loss: 0.9546 Epoch 53/100 ---------- lr: 0.001 train loss: 2.4407 val loss: 0.8847 Epoch 54/100 ---------- lr: 0.001 train loss: 2.4720 val loss: 1.0482 Epoch 55/100 ---------- lr: 0.001 train loss: 2.4200 val loss: 0.9330 Epoch 56/100 ---------- lr: 0.001 train loss: 2.4184 val loss: 0.8826 Epoch 57/100 ---------- lr: 0.001 train loss: 2.7617 val loss: 1.0495 Epoch 58/100 ---------- lr: 0.001 train loss: 2.4748 val loss: 0.9273 Epoch 59/100 ---------- lr: 0.001 train loss: 2.4116 val loss: 0.9194 Epoch 60/100 ---------- lr: 0.001 train loss: 2.4139 val loss: 0.9656 Epoch 61/100 ---------- lr: 0.001 train loss: 2.3929 val loss: 0.8742 Epoch 62/100 ---------- lr: 0.001 train loss: 2.3565 val loss: 0.8520 Epoch 63/100 ---------- lr: 0.001 train loss: 2.3633 val loss: 0.9002 Epoch 64/100 ---------- lr: 0.001 train loss: 2.3364 val loss: 0.8591 Epoch 65/100 ---------- lr: 0.001 train loss: 2.3570 val loss: 0.8508 Epoch 66/100 ---------- lr: 0.001 train loss: 2.4096 val loss: 0.8803 Epoch 67/100 ---------- lr: 0.001 train loss: 2.3447 val loss: 0.8059 Epoch 68/100 ---------- lr: 0.001 train loss: 2.3634 val loss: 0.8023 Epoch 69/100 ---------- lr: 0.001 train loss: 2.3103 val loss: 0.8175 Epoch 70/100 ---------- lr: 0.001 train loss: 2.3106 val loss: 0.8778 Epoch 71/100 ---------- lr: 0.001 train loss: 2.2995 val loss: 0.7761 Epoch 72/100 ---------- lr: 0.001 train loss: 2.7975 val loss: 2.2067 Epoch 73/100 ---------- lr: 0.001 train loss: 2.9527 val loss: 1.0986 Epoch 74/100 ---------- lr: 0.001 train loss: 2.5062 val loss: 0.9046 Epoch 75/100 ---------- lr: 0.001 train loss: 2.4019 val loss: 0.8432 Epoch 76/100 ---------- lr: 0.001 train loss: 2.3416 val loss: 0.8678 Epoch 77/100 ---------- lr: 0.001 train loss: 2.3022 val loss: 0.8363 Epoch 78/100 ---------- lr: 0.001 train loss: 2.3030 val loss: 0.7874 Epoch 79/100 ---------- lr: 0.001 train loss: 2.3024 val loss: 0.8576 Epoch 80/100 ---------- lr: 0.001 train loss: 2.4389 val loss: 0.8388 Epoch 81/100 ---------- lr: 0.001 train loss: 2.3028 val loss: 0.8285 Epoch 82/100 ---------- lr: 0.001 train loss: 2.2971 val loss: 0.8726 Epoch 83/100 ---------- lr: 0.001 train loss: 2.3295 val loss: 0.7780 Epoch 84/100 ---------- lr: 0.001 train loss: 2.2421 val loss: 0.7659 Epoch 85/100 ---------- lr: 0.001 train loss: 2.2354 val loss: 0.7234 Epoch 86/100 ---------- lr: 0.001 train loss: 2.3129 val loss: 0.7886 Epoch 87/100 ---------- lr: 0.001 train loss: 2.2400 val loss: 0.7547 Epoch 88/100 ---------- lr: 0.001 train loss: 2.2155 val loss: 0.7245 Epoch 89/100 ---------- lr: 0.001 train loss: 2.2285 val loss: 0.7508 Epoch 90/100 ---------- lr: 0.001 train loss: 2.2066 val loss: 0.7362 Epoch 91/100 ---------- lr: 0.001 train loss: 2.2267 val loss: 0.7070 Epoch 92/100 ---------- lr: 0.001 train loss: 2.2518 val loss: 0.8097 Epoch 93/100 ---------- lr: 0.001 train loss: 2.2169 val loss: 0.6961 Epoch 94/100 ---------- lr: 0.001 train loss: 2.1935 val loss: 0.8174 Epoch 95/100 ---------- lr: 0.001 train loss: 2.1922 val loss: 0.7120 Epoch 96/100 ---------- lr: 0.001 train loss: 2.2071 val loss: 0.7364 Epoch 97/100 ---------- lr: 0.001 train loss: 2.2064 val loss: 0.7264 Epoch 98/100 ---------- lr: 0.001 train loss: 2.1600 val loss: 0.6802 Epoch 99/100 ---------- lr: 0.001 train loss: 2.1731 val loss: 0.6947 Epoch 100/100 ---------- lr: 0.001 train loss: 2.1854 val loss: 0.6745 Training complete in 7m 9s Best val loss: 0.6745 at epoch 100 Val MSE at best epoch: 0.2371