Epoch 1/100 ---------- lr: 0.001 train loss: 32.1231 val loss: 6.0216 Epoch 2/100 ---------- lr: 0.001 train loss: 6.7492 val loss: 3.7066 Epoch 3/100 ---------- lr: 0.001 train loss: 5.5238 val loss: 3.4424 Epoch 4/100 ---------- lr: 0.001 train loss: 4.8082 val loss: 2.7648 Epoch 5/100 ---------- lr: 0.001 train loss: 4.4372 val loss: 2.4382 Epoch 6/100 ---------- lr: 0.001 train loss: 4.1359 val loss: 2.2657 Epoch 7/100 ---------- lr: 0.001 train loss: 3.9012 val loss: 2.1787 Epoch 8/100 ---------- lr: 0.001 train loss: 3.7539 val loss: 2.2134 Epoch 9/100 ---------- lr: 0.001 train loss: 3.5563 val loss: 2.0233 Epoch 10/100 ---------- lr: 0.001 train loss: 3.4894 val loss: 1.7859 Epoch 11/100 ---------- lr: 0.001 train loss: 3.3973 val loss: 2.3628 Epoch 12/100 ---------- lr: 0.001 train loss: 3.3081 val loss: 1.6640 Epoch 13/100 ---------- lr: 0.001 train loss: 3.2269 val loss: 1.5911 Epoch 14/100 ---------- lr: 0.001 train loss: 3.0965 val loss: 1.4871 Epoch 15/100 ---------- lr: 0.001 train loss: 3.0355 val loss: 1.3689 Epoch 16/100 ---------- lr: 0.001 train loss: 2.9668 val loss: 1.4131 Epoch 17/100 ---------- lr: 0.001 train loss: 3.0013 val loss: 1.5983 Epoch 18/100 ---------- lr: 0.001 train loss: 2.9160 val loss: 1.3213 Epoch 19/100 ---------- lr: 0.001 train loss: 2.8641 val loss: 1.2708 Epoch 20/100 ---------- lr: 0.001 train loss: 2.8667 val loss: 1.5485 Epoch 21/100 ---------- lr: 0.001 train loss: 2.8744 val loss: 1.2245 Epoch 22/100 ---------- lr: 0.001 train loss: 2.7292 val loss: 1.2674 Epoch 23/100 ---------- lr: 0.001 train loss: 2.6991 val loss: 1.2175 Epoch 24/100 ---------- lr: 0.001 train loss: 2.6010 val loss: 1.1108 Epoch 25/100 ---------- lr: 0.001 train loss: 2.5607 val loss: 1.6967 Epoch 26/100 ---------- lr: 0.001 train loss: 2.5940 val loss: 1.0284 Epoch 27/100 ---------- lr: 0.001 train loss: 2.5518 val loss: 1.0128 Epoch 28/100 ---------- lr: 0.001 train loss: 2.4788 val loss: 1.0511 Epoch 29/100 ---------- lr: 0.001 train loss: 2.4775 val loss: 1.0011 Epoch 30/100 ---------- lr: 0.001 train loss: 2.4144 val loss: 0.8924 Epoch 31/100 ---------- lr: 0.001 train loss: 2.4136 val loss: 0.9208 Epoch 32/100 ---------- lr: 0.001 train loss: 2.4112 val loss: 0.9160 Epoch 33/100 ---------- lr: 0.001 train loss: 2.6658 val loss: 1.4565 Epoch 34/100 ---------- lr: 0.001 train loss: 2.5399 val loss: 1.0108 Epoch 35/100 ---------- lr: 0.001 train loss: 2.3528 val loss: 0.8615 Epoch 36/100 ---------- lr: 0.001 train loss: 2.3207 val loss: 0.8547 Epoch 37/100 ---------- lr: 0.001 train loss: 2.3929 val loss: 0.8903 Epoch 38/100 ---------- lr: 0.001 train loss: 2.3112 val loss: 0.8265 Epoch 39/100 ---------- lr: 0.001 train loss: 2.2668 val loss: 0.8644 Epoch 40/100 ---------- lr: 0.001 train loss: 2.2562 val loss: 0.8552 Epoch 41/100 ---------- lr: 0.001 train loss: 2.4582 val loss: 1.1500 Epoch 42/100 ---------- lr: 0.001 train loss: 2.3454 val loss: 0.7797 Epoch 43/100 ---------- lr: 0.001 train loss: 2.2260 val loss: 0.7592 Epoch 44/100 ---------- lr: 0.001 train loss: 2.2173 val loss: 0.7966 Epoch 45/100 ---------- lr: 0.001 train loss: 2.2431 val loss: 0.8292 Epoch 46/100 ---------- lr: 0.001 train loss: 2.2190 val loss: 0.7232 Epoch 47/100 ---------- lr: 0.001 train loss: 2.1830 val loss: 0.7398 Epoch 48/100 ---------- lr: 0.001 train loss: 2.2323 val loss: 0.7218 Epoch 49/100 ---------- lr: 0.001 train loss: 2.1671 val loss: 1.0214 Epoch 50/100 ---------- lr: 0.001 train loss: 2.1715 val loss: 0.7179 Epoch 51/100 ---------- lr: 0.001 train loss: 2.1534 val loss: 0.6968 Epoch 52/100 ---------- lr: 0.001 train loss: 2.1802 val loss: 0.6674 Epoch 53/100 ---------- lr: 0.001 train loss: 2.1130 val loss: 0.6630 Epoch 54/100 ---------- lr: 0.001 train loss: 2.1169 val loss: 0.6803 Epoch 55/100 ---------- lr: 0.001 train loss: 2.1464 val loss: 0.6954 Epoch 56/100 ---------- lr: 0.001 train loss: 2.1328 val loss: 0.6420 Epoch 57/100 ---------- lr: 0.001 train loss: 2.0881 val loss: 0.6254 Epoch 58/100 ---------- lr: 0.001 train loss: 2.0883 val loss: 0.7413 Epoch 59/100 ---------- lr: 0.001 train loss: 2.0829 val loss: 0.6707 Epoch 60/100 ---------- lr: 0.001 train loss: 2.0565 val loss: 0.6064 Epoch 61/100 ---------- lr: 0.001 train loss: 2.1136 val loss: 0.6134 Epoch 62/100 ---------- lr: 0.001 train loss: 2.1511 val loss: 0.6514 Epoch 63/100 ---------- lr: 0.001 train loss: 2.1673 val loss: 0.9450 Epoch 64/100 ---------- lr: 0.001 train loss: 2.1473 val loss: 0.6300 Epoch 65/100 ---------- lr: 0.001 train loss: 2.0313 val loss: 0.5851 Epoch 66/100 ---------- lr: 0.001 train loss: 2.0116 val loss: 0.5761 Epoch 67/100 ---------- lr: 0.001 train loss: 2.1186 val loss: 0.6580 Epoch 68/100 ---------- lr: 0.001 train loss: 2.1979 val loss: 0.6446 Epoch 69/100 ---------- lr: 0.001 train loss: 2.0407 val loss: 0.6043 Epoch 70/100 ---------- lr: 0.001 train loss: 2.0091 val loss: 0.5804 Epoch 71/100 ---------- lr: 0.001 train loss: 1.9940 val loss: 0.5807 Epoch 72/100 ---------- lr: 0.001 train loss: 1.9910 val loss: 0.5668 Epoch 73/100 ---------- lr: 0.001 train loss: 1.9886 val loss: 0.5594 Epoch 74/100 ---------- lr: 0.001 train loss: 1.9944 val loss: 0.6183 Epoch 75/100 ---------- lr: 0.001 train loss: 2.0391 val loss: 0.5687 Epoch 76/100 ---------- lr: 0.001 train loss: 1.9814 val loss: 0.6148 Epoch 77/100 ---------- lr: 0.001 train loss: 1.9916 val loss: 0.5279 Epoch 78/100 ---------- lr: 0.001 train loss: 1.9695 val loss: 0.5701 Epoch 79/100 ---------- lr: 0.001 train loss: 1.9610 val loss: 0.5488 Epoch 80/100 ---------- lr: 0.001 train loss: 1.9567 val loss: 0.5241 Epoch 81/100 ---------- lr: 0.001 train loss: 1.9632 val loss: 0.5420 Epoch 82/100 ---------- lr: 0.001 train loss: 1.9788 val loss: 0.5401 Epoch 83/100 ---------- lr: 0.001 train loss: 2.0045 val loss: 0.5640 Epoch 84/100 ---------- lr: 0.001 train loss: 1.9919 val loss: 0.5900 Epoch 85/100 ---------- lr: 0.001 train loss: 1.9446 val loss: 0.5319 Epoch 86/100 ---------- lr: 0.001 train loss: 1.9260 val loss: 0.5061 Epoch 87/100 ---------- lr: 0.001 train loss: 1.9259 val loss: 0.5027 Epoch 88/100 ---------- lr: 0.001 train loss: 1.9566 val loss: 0.4948 Epoch 89/100 ---------- lr: 0.001 train loss: 1.9909 val loss: 0.5004 Epoch 90/100 ---------- lr: 0.001 train loss: 1.9577 val loss: 0.5383 Epoch 91/100 ---------- lr: 0.001 train loss: 1.9163 val loss: 0.5082 Epoch 92/100 ---------- lr: 0.001 train loss: 1.9142 val loss: 0.5350 Epoch 93/100 ---------- lr: 0.001 train loss: 1.9260 val loss: 0.4921 Epoch 94/100 ---------- lr: 0.001 train loss: 1.9027 val loss: 0.5122 Epoch 95/100 ---------- lr: 0.001 train loss: 1.9147 val loss: 0.5350 Epoch 96/100 ---------- lr: 0.001 train loss: 1.9104 val loss: 0.5035 Epoch 97/100 ---------- lr: 0.001 train loss: 1.9577 val loss: 0.5063 Epoch 98/100 ---------- lr: 0.001 train loss: 1.9183 val loss: 0.5095 Epoch 99/100 ---------- lr: 0.001 train loss: 2.1033 val loss: 1.0355 Epoch 100/100 ---------- lr: 0.001 train loss: 2.1022 val loss: 0.5796 Training complete in 15m 6s Best val loss: 0.4921 at epoch 93 Val MSE at best epoch: 0.1988