Epoch 1/100 ---------- lr: 0.001 train loss: 16.0308 val loss: 4.1944 Epoch 2/100 ---------- lr: 0.001 train loss: 4.5425 val loss: 3.2729 Epoch 3/100 ---------- lr: 0.001 train loss: 3.6560 val loss: 2.7590 Epoch 4/100 ---------- lr: 0.001 train loss: 3.0675 val loss: 2.5136 Epoch 5/100 ---------- lr: 0.001 train loss: 2.8742 val loss: 1.8865 Epoch 6/100 ---------- lr: 0.001 train loss: 2.5130 val loss: 1.7925 Epoch 7/100 ---------- lr: 0.001 train loss: 2.3212 val loss: 1.5039 Epoch 8/100 ---------- lr: 0.001 train loss: 2.2219 val loss: 1.3912 Epoch 9/100 ---------- lr: 0.001 train loss: 1.9831 val loss: 1.4587 Epoch 10/100 ---------- lr: 0.001 train loss: 1.8850 val loss: 1.4468 Epoch 11/100 ---------- lr: 0.001 train loss: 1.7460 val loss: 1.1758 Epoch 12/100 ---------- lr: 0.001 train loss: 2.1390 val loss: 1.9441 Epoch 13/100 ---------- lr: 0.001 train loss: 1.8897 val loss: 1.0170 Epoch 14/100 ---------- lr: 0.001 train loss: 1.5518 val loss: 0.9483 Epoch 15/100 ---------- lr: 0.001 train loss: 1.4830 val loss: 0.8642 Epoch 16/100 ---------- lr: 0.001 train loss: 1.4048 val loss: 0.8519 Epoch 17/100 ---------- lr: 0.001 train loss: 1.3676 val loss: 0.7555 Epoch 18/100 ---------- lr: 0.001 train loss: 1.3068 val loss: 0.7717 Epoch 19/100 ---------- lr: 0.001 train loss: 1.3173 val loss: 0.7165 Epoch 20/100 ---------- lr: 0.001 train loss: 1.3421 val loss: 0.8492 Epoch 21/100 ---------- lr: 0.001 train loss: 1.3567 val loss: 0.6354 Epoch 22/100 ---------- lr: 0.001 train loss: 1.1559 val loss: 0.6045 Epoch 23/100 ---------- lr: 0.001 train loss: 1.4480 val loss: 0.9845 Epoch 24/100 ---------- lr: 0.001 train loss: 1.3187 val loss: 0.6099 Epoch 25/100 ---------- lr: 0.001 train loss: 1.1346 val loss: 0.5387 Epoch 26/100 ---------- lr: 0.001 train loss: 1.0586 val loss: 0.5063 Epoch 27/100 ---------- lr: 0.001 train loss: 1.0244 val loss: 0.5085 Epoch 28/100 ---------- lr: 0.001 train loss: 1.1368 val loss: 0.7183 Epoch 29/100 ---------- lr: 0.001 train loss: 1.0356 val loss: 0.4919 Epoch 30/100 ---------- lr: 0.001 train loss: 1.0029 val loss: 0.4346 Epoch 31/100 ---------- lr: 0.001 train loss: 0.9978 val loss: 0.5155 Epoch 32/100 ---------- lr: 0.001 train loss: 1.1929 val loss: 1.0695 Epoch 33/100 ---------- lr: 0.001 train loss: 1.3065 val loss: 0.5683 Epoch 34/100 ---------- lr: 0.001 train loss: 1.0019 val loss: 0.4332 Epoch 35/100 ---------- lr: 0.001 train loss: 0.9159 val loss: 0.3991 Epoch 36/100 ---------- lr: 0.001 train loss: 0.8937 val loss: 0.4103 Epoch 37/100 ---------- lr: 0.001 train loss: 0.9926 val loss: 0.4424 Epoch 38/100 ---------- lr: 0.001 train loss: 0.8984 val loss: 0.4004 Epoch 39/100 ---------- lr: 0.001 train loss: 0.8821 val loss: 0.4259 Epoch 40/100 ---------- lr: 0.001 train loss: 0.9798 val loss: 0.4046 Epoch 41/100 ---------- lr: 0.001 train loss: 0.8615 val loss: 0.3654 Epoch 42/100 ---------- lr: 0.001 train loss: 0.8408 val loss: 0.3293 Epoch 43/100 ---------- lr: 0.001 train loss: 1.0202 val loss: 0.5232 Epoch 44/100 ---------- lr: 0.001 train loss: 1.0107 val loss: 0.3621 Epoch 45/100 ---------- lr: 0.001 train loss: 0.8281 val loss: 0.3295 Epoch 46/100 ---------- lr: 0.001 train loss: 0.8112 val loss: 0.3174 Epoch 47/100 ---------- lr: 0.001 train loss: 0.8221 val loss: 0.3296 Epoch 48/100 ---------- lr: 0.001 train loss: 0.8142 val loss: 0.2969 Epoch 49/100 ---------- lr: 0.001 train loss: 0.7830 val loss: 0.3145 Epoch 50/100 ---------- lr: 0.001 train loss: 0.7924 val loss: 0.3202 Epoch 51/100 ---------- lr: 0.001 train loss: 0.8137 val loss: 0.3039 Epoch 52/100 ---------- lr: 0.001 train loss: 0.7809 val loss: 0.3092 Epoch 53/100 ---------- lr: 0.001 train loss: 0.9933 val loss: 0.4386 Epoch 54/100 ---------- lr: 0.001 train loss: 0.8470 val loss: 0.3085 Epoch 55/100 ---------- lr: 0.001 train loss: 0.7568 val loss: 0.3335 Epoch 56/100 ---------- lr: 0.001 train loss: 0.9808 val loss: 0.3585 Epoch 57/100 ---------- lr: 0.001 train loss: 0.7667 val loss: 0.2615 Epoch 58/100 ---------- lr: 0.001 train loss: 0.7327 val loss: 0.2468 Epoch 59/100 ---------- lr: 0.001 train loss: 0.7241 val loss: 0.2403 Epoch 60/100 ---------- lr: 0.001 train loss: 0.7568 val loss: 0.4309 Epoch 61/100 ---------- lr: 0.001 train loss: 0.7786 val loss: 0.2777 Epoch 62/100 ---------- lr: 0.001 train loss: 0.7452 val loss: 0.2602 Epoch 63/100 ---------- lr: 0.001 train loss: 0.7225 val loss: 0.2563 Epoch 64/100 ---------- lr: 0.001 train loss: 0.7146 val loss: 0.2558 Epoch 65/100 ---------- lr: 0.001 train loss: 0.8132 val loss: 0.3391 Epoch 66/100 ---------- lr: 0.001 train loss: 0.8042 val loss: 0.2653 Epoch 67/100 ---------- lr: 0.001 train loss: 0.7072 val loss: 0.2388 Epoch 68/100 ---------- lr: 0.001 train loss: 0.7069 val loss: 0.2438 Epoch 69/100 ---------- lr: 0.001 train loss: 0.7794 val loss: 0.2642 Epoch 70/100 ---------- lr: 0.001 train loss: 0.6943 val loss: 0.2185 Epoch 71/100 ---------- lr: 0.001 train loss: 0.7494 val loss: 0.3437 Epoch 72/100 ---------- lr: 0.001 train loss: 0.7243 val loss: 0.2272 Epoch 73/100 ---------- lr: 0.001 train loss: 0.7319 val loss: 0.3068 Epoch 74/100 ---------- lr: 0.001 train loss: 0.7874 val loss: 0.2642 Epoch 75/100 ---------- lr: 0.001 train loss: 0.6984 val loss: 0.1996 Epoch 76/100 ---------- lr: 0.001 train loss: 0.6735 val loss: 0.1898 Epoch 77/100 ---------- lr: 0.001 train loss: 0.6687 val loss: 0.2292 Epoch 78/100 ---------- lr: 0.001 train loss: 0.7359 val loss: 0.2030 Epoch 79/100 ---------- lr: 0.001 train loss: 0.6676 val loss: 0.1965 Epoch 80/100 ---------- lr: 0.001 train loss: 0.6675 val loss: 0.2370 Epoch 81/100 ---------- lr: 0.001 train loss: 0.6970 val loss: 0.2872 Epoch 82/100 ---------- lr: 0.001 train loss: 0.9637 val loss: 0.3868 Epoch 83/100 ---------- lr: 0.001 train loss: 0.7655 val loss: 0.2417 Epoch 84/100 ---------- lr: 0.001 train loss: 0.6868 val loss: 0.2164 Epoch 85/100 ---------- lr: 0.001 train loss: 0.6679 val loss: 0.2000 Epoch 86/100 ---------- lr: 0.001 train loss: 0.6585 val loss: 0.1901 Epoch 87/100 ---------- lr: 0.001 train loss: 0.6619 val loss: 0.2129 Epoch 88/100 ---------- lr: 0.001 train loss: 0.6624 val loss: 0.1974 Epoch 89/100 ---------- lr: 0.001 train loss: 0.6569 val loss: 0.2270 Epoch 90/100 ---------- lr: 0.001 train loss: 0.6775 val loss: 0.2158 Epoch 91/100 ---------- lr: 0.001 train loss: 0.6616 val loss: 0.2104 Epoch 92/100 ---------- lr: 0.001 train loss: 0.6902 val loss: 0.2877 Epoch 93/100 ---------- lr: 0.001 train loss: 0.6892 val loss: 0.1844 Epoch 94/100 ---------- lr: 0.001 train loss: 0.6469 val loss: 0.1831 Epoch 95/100 ---------- lr: 0.001 train loss: 0.6425 val loss: 0.1815 Epoch 96/100 ---------- lr: 0.001 train loss: 0.6498 val loss: 0.2025 Epoch 97/100 ---------- lr: 0.001 train loss: 0.6434 val loss: 0.1834 Epoch 98/100 ---------- lr: 0.001 train loss: 0.6664 val loss: 0.2078 Epoch 99/100 ---------- lr: 0.001 train loss: 0.6560 val loss: 0.2039 Epoch 100/100 ---------- lr: 0.001 train loss: 0.6476 val loss: 0.1942 Training complete in 18m 44s Best val loss: 0.1815 at epoch 95 Val MSE at best epoch: 0.0745