Epoch 1/100 ---------- lr: 0.001 train loss: 15.3407 val loss: 4.4259 Epoch 2/100 ---------- lr: 0.001 train loss: 4.4443 val loss: 3.3628 Epoch 3/100 ---------- lr: 0.001 train loss: 3.7263 val loss: 2.9506 Epoch 4/100 ---------- lr: 0.001 train loss: 3.1651 val loss: 2.7147 Epoch 5/100 ---------- lr: 0.001 train loss: 3.0357 val loss: 2.3685 Epoch 6/100 ---------- lr: 0.001 train loss: 2.7240 val loss: 2.0582 Epoch 7/100 ---------- lr: 0.001 train loss: 2.4116 val loss: 1.9079 Epoch 8/100 ---------- lr: 0.001 train loss: 2.2090 val loss: 1.9568 Epoch 9/100 ---------- lr: 0.001 train loss: 2.1232 val loss: 1.5068 Epoch 10/100 ---------- lr: 0.001 train loss: 1.8257 val loss: 1.4405 Epoch 11/100 ---------- lr: 0.001 train loss: 1.8434 val loss: 1.3153 Epoch 12/100 ---------- lr: 0.001 train loss: 1.5966 val loss: 1.2008 Epoch 13/100 ---------- lr: 0.001 train loss: 1.5014 val loss: 1.3739 Epoch 14/100 ---------- lr: 0.001 train loss: 1.4232 val loss: 0.9384 Epoch 15/100 ---------- lr: 0.001 train loss: 1.3762 val loss: 1.1256 Epoch 16/100 ---------- lr: 0.001 train loss: 1.3246 val loss: 0.8786 Epoch 17/100 ---------- lr: 0.001 train loss: 1.2376 val loss: 1.1078 Epoch 18/100 ---------- lr: 0.001 train loss: 1.3425 val loss: 1.3887 Epoch 19/100 ---------- lr: 0.001 train loss: 1.3339 val loss: 1.1349 Epoch 20/100 ---------- lr: 0.001 train loss: 1.3098 val loss: 0.7979 Epoch 21/100 ---------- lr: 0.001 train loss: 1.0785 val loss: 0.7114 Epoch 22/100 ---------- lr: 0.001 train loss: 1.0153 val loss: 0.5943 Epoch 23/100 ---------- lr: 0.001 train loss: 0.9889 val loss: 0.5884 Epoch 24/100 ---------- lr: 0.001 train loss: 0.9406 val loss: 0.6168 Epoch 25/100 ---------- lr: 0.001 train loss: 1.0198 val loss: 0.6452 Epoch 26/100 ---------- lr: 0.001 train loss: 1.0279 val loss: 0.6464 Epoch 27/100 ---------- lr: 0.001 train loss: 0.9078 val loss: 0.9014 Epoch 28/100 ---------- lr: 0.001 train loss: 0.9628 val loss: 0.4787 Epoch 29/100 ---------- lr: 0.001 train loss: 0.8717 val loss: 0.4587 Epoch 30/100 ---------- lr: 0.001 train loss: 0.8940 val loss: 0.5174 Epoch 31/100 ---------- lr: 0.001 train loss: 0.8071 val loss: 0.4262 Epoch 32/100 ---------- lr: 0.001 train loss: 0.8047 val loss: 0.4401 Epoch 33/100 ---------- lr: 0.001 train loss: 0.8067 val loss: 0.5257 Epoch 34/100 ---------- lr: 0.001 train loss: 0.7789 val loss: 0.4144 Epoch 35/100 ---------- lr: 0.001 train loss: 0.7718 val loss: 0.4007 Epoch 36/100 ---------- lr: 0.001 train loss: 0.7639 val loss: 0.4924 Epoch 37/100 ---------- lr: 0.001 train loss: 0.8367 val loss: 0.4278 Epoch 38/100 ---------- lr: 0.001 train loss: 0.8127 val loss: 1.1292 Epoch 39/100 ---------- lr: 0.001 train loss: 0.9888 val loss: 0.4570 Epoch 40/100 ---------- lr: 0.001 train loss: 0.7395 val loss: 0.3997 Epoch 41/100 ---------- lr: 0.001 train loss: 0.6981 val loss: 0.3532 Epoch 42/100 ---------- lr: 0.001 train loss: 0.6792 val loss: 0.3525 Epoch 43/100 ---------- lr: 0.001 train loss: 0.6959 val loss: 0.4063 Epoch 44/100 ---------- lr: 0.001 train loss: 0.6972 val loss: 0.3548 Epoch 45/100 ---------- lr: 0.001 train loss: 0.6871 val loss: 0.3392 Epoch 46/100 ---------- lr: 0.001 train loss: 0.6665 val loss: 0.3645 Epoch 47/100 ---------- lr: 0.001 train loss: 0.6738 val loss: 0.3818 Epoch 48/100 ---------- lr: 0.001 train loss: 0.6528 val loss: 0.3644 Epoch 49/100 ---------- lr: 0.001 train loss: 0.6919 val loss: 0.7128 Epoch 50/100 ---------- lr: 0.001 train loss: 0.8203 val loss: 0.3708 Epoch 51/100 ---------- lr: 0.001 train loss: 0.6606 val loss: 0.3038 Epoch 52/100 ---------- lr: 0.001 train loss: 0.6454 val loss: 0.2926 Epoch 53/100 ---------- lr: 0.001 train loss: 0.6220 val loss: 0.3019 Epoch 54/100 ---------- lr: 0.001 train loss: 0.6303 val loss: 0.3200 Epoch 55/100 ---------- lr: 0.001 train loss: 0.6506 val loss: 0.3600 Epoch 56/100 ---------- lr: 0.001 train loss: 0.6340 val loss: 0.2821 Epoch 57/100 ---------- lr: 0.001 train loss: 0.6040 val loss: 0.3022 Epoch 58/100 ---------- lr: 0.001 train loss: 0.6250 val loss: 0.2753 Epoch 59/100 ---------- lr: 0.001 train loss: 0.6017 val loss: 0.2866 Epoch 60/100 ---------- lr: 0.001 train loss: 0.5909 val loss: 0.2845 Epoch 61/100 ---------- lr: 0.001 train loss: 0.6171 val loss: 0.2616 Epoch 62/100 ---------- lr: 0.001 train loss: 0.5978 val loss: 0.2710 Epoch 63/100 ---------- lr: 0.001 train loss: 0.6015 val loss: 0.3421 Epoch 64/100 ---------- lr: 0.001 train loss: 0.6166 val loss: 0.3564 Epoch 65/100 ---------- lr: 0.001 train loss: 0.6494 val loss: 0.2506 Epoch 66/100 ---------- lr: 0.001 train loss: 0.5723 val loss: 0.2336 Epoch 67/100 ---------- lr: 0.001 train loss: 0.5699 val loss: 0.2478 Epoch 68/100 ---------- lr: 0.001 train loss: 0.5772 val loss: 0.3371 Epoch 69/100 ---------- lr: 0.001 train loss: 0.6410 val loss: 0.3046 Epoch 70/100 ---------- lr: 0.001 train loss: 0.5820 val loss: 0.2795 Epoch 71/100 ---------- lr: 0.001 train loss: 0.5740 val loss: 0.2539 Epoch 72/100 ---------- lr: 0.001 train loss: 0.6011 val loss: 0.2749 Epoch 73/100 ---------- lr: 0.001 train loss: 0.5690 val loss: 0.2563 Epoch 74/100 ---------- lr: 0.001 train loss: 0.5658 val loss: 0.2790 Epoch 75/100 ---------- lr: 0.001 train loss: 0.5489 val loss: 0.2398 Epoch 76/100 ---------- lr: 0.001 train loss: 0.5469 val loss: 0.2451 Epoch 77/100 ---------- lr: 0.001 train loss: 0.5509 val loss: 0.2424 Epoch 78/100 ---------- lr: 0.001 train loss: 0.5495 val loss: 0.2447 Epoch 79/100 ---------- lr: 0.001 train loss: 0.5496 val loss: 0.2729 Epoch 80/100 ---------- lr: 0.001 train loss: 0.7881 val loss: 0.3219 Epoch 81/100 ---------- lr: 0.001 train loss: 0.5744 val loss: 0.2401 Epoch 82/100 ---------- lr: 0.001 train loss: 0.5357 val loss: 0.2084 Epoch 83/100 ---------- lr: 0.001 train loss: 0.5244 val loss: 0.2038 Epoch 84/100 ---------- lr: 0.001 train loss: 0.5218 val loss: 0.2080 Epoch 85/100 ---------- lr: 0.001 train loss: 0.5261 val loss: 0.2013 Epoch 86/100 ---------- lr: 0.001 train loss: 0.5304 val loss: 0.2098 Epoch 87/100 ---------- lr: 0.001 train loss: 0.5328 val loss: 0.2224 Epoch 88/100 ---------- lr: 0.001 train loss: 0.5797 val loss: 0.2338 Epoch 89/100 ---------- lr: 0.001 train loss: 0.5972 val loss: 0.2474 Epoch 90/100 ---------- lr: 0.001 train loss: 0.5573 val loss: 0.2818 Epoch 91/100 ---------- lr: 0.001 train loss: 0.5680 val loss: 0.2191 Epoch 92/100 ---------- lr: 0.001 train loss: 0.5237 val loss: 0.2123 Epoch 93/100 ---------- lr: 0.001 train loss: 0.5201 val loss: 0.2104 Epoch 94/100 ---------- lr: 0.001 train loss: 0.5176 val loss: 0.2312 Epoch 95/100 ---------- lr: 0.001 train loss: 0.5224 val loss: 0.2193 Epoch 96/100 ---------- lr: 0.001 train loss: 0.5211 val loss: 0.2156 Epoch 97/100 ---------- lr: 0.001 train loss: 0.5347 val loss: 0.2037 Epoch 98/100 ---------- lr: 0.001 train loss: 0.5274 val loss: 0.2275 Epoch 99/100 ---------- lr: 0.001 train loss: 0.5901 val loss: 0.2482 Epoch 100/100 ---------- lr: 0.001 train loss: 0.5224 val loss: 0.1994 Training complete in 10m 12s Best val loss: 0.1994 at epoch 100 Val MSE at best epoch: 0.0817