Epoch 1/100 ---------- lr: 0.005 train loss: 7.2570 val loss: 3.3353 Epoch 2/100 ---------- lr: 0.005 train loss: 3.5164 val loss: 2.8070 Epoch 3/100 ---------- lr: 0.005 train loss: 3.0927 val loss: 2.3500 Epoch 4/100 ---------- lr: 0.005 train loss: 2.7062 val loss: 2.7789 Epoch 5/100 ---------- lr: 0.005 train loss: 2.5807 val loss: 2.4389 Epoch 6/100 ---------- lr: 0.005 train loss: 2.2360 val loss: 1.7656 Epoch 7/100 ---------- lr: 0.005 train loss: 1.8815 val loss: 1.3207 Epoch 8/100 ---------- lr: 0.005 train loss: 1.7829 val loss: 1.4248 Epoch 9/100 ---------- lr: 0.005 train loss: 1.7461 val loss: 1.5070 Epoch 10/100 ---------- lr: 0.005 train loss: 1.4669 val loss: 1.0611 Epoch 11/100 ---------- lr: 0.005 train loss: 1.4476 val loss: 1.3200 Epoch 12/100 ---------- lr: 0.005 train loss: 1.3244 val loss: 1.0646 Epoch 13/100 ---------- lr: 0.005 train loss: 1.2552 val loss: 0.8546 Epoch 14/100 ---------- lr: 0.005 train loss: 1.1247 val loss: 0.7800 Epoch 15/100 ---------- lr: 0.005 train loss: 1.0674 val loss: 0.7391 Epoch 16/100 ---------- lr: 0.005 train loss: 1.0609 val loss: 0.7263 Epoch 17/100 ---------- lr: 0.005 train loss: 1.0393 val loss: 0.7139 Epoch 18/100 ---------- lr: 0.005 train loss: 1.4080 val loss: 1.0035 Epoch 19/100 ---------- lr: 0.005 train loss: 1.1373 val loss: 0.6418 Epoch 20/100 ---------- lr: 0.005 train loss: 0.9631 val loss: 0.6656 Epoch 21/100 ---------- lr: 0.005 train loss: 0.8972 val loss: 0.5999 Epoch 22/100 ---------- lr: 0.005 train loss: 0.9121 val loss: 0.6800 Epoch 23/100 ---------- lr: 0.005 train loss: 0.8588 val loss: 0.4992 Epoch 24/100 ---------- lr: 0.005 train loss: 0.8137 val loss: 0.5314 Epoch 25/100 ---------- lr: 0.005 train loss: 0.8801 val loss: 0.4390 Epoch 26/100 ---------- lr: 0.005 train loss: 0.7887 val loss: 0.4187 Epoch 27/100 ---------- lr: 0.005 train loss: 0.7808 val loss: 0.4209 Epoch 28/100 ---------- lr: 0.005 train loss: 0.7883 val loss: 0.4691 Epoch 29/100 ---------- lr: 0.005 train loss: 1.1552 val loss: 0.8264 Epoch 30/100 ---------- lr: 0.005 train loss: 0.9487 val loss: 0.4152 Epoch 31/100 ---------- lr: 0.005 train loss: 0.7391 val loss: 0.3731 Epoch 32/100 ---------- lr: 0.005 train loss: 0.7188 val loss: 0.4177 Epoch 33/100 ---------- lr: 0.005 train loss: 0.7135 val loss: 0.3752 Epoch 34/100 ---------- lr: 0.005 train loss: 0.6830 val loss: 0.4345 Epoch 35/100 ---------- lr: 0.005 train loss: 0.7510 val loss: 0.3050 Epoch 36/100 ---------- lr: 0.005 train loss: 0.6926 val loss: 0.3332 Epoch 37/100 ---------- lr: 0.005 train loss: 0.6963 val loss: 0.3860 Epoch 38/100 ---------- lr: 0.005 train loss: 0.9164 val loss: 0.6450 Epoch 39/100 ---------- lr: 0.005 train loss: 0.7416 val loss: 0.3678 Epoch 40/100 ---------- lr: 0.005 train loss: 0.6686 val loss: 0.2623 Epoch 41/100 ---------- lr: 0.005 train loss: 0.6648 val loss: 0.2772 Epoch 42/100 ---------- lr: 0.005 train loss: 0.6663 val loss: 0.4906 Epoch 43/100 ---------- lr: 0.005 train loss: 0.6793 val loss: 0.2883 Epoch 44/100 ---------- lr: 0.005 train loss: 0.6326 val loss: 0.2837 Epoch 45/100 ---------- lr: 0.005 train loss: 0.6192 val loss: 0.2821 Epoch 46/100 ---------- lr: 0.005 train loss: 0.7308 val loss: 0.3058 Epoch 47/100 ---------- lr: 0.005 train loss: 0.7727 val loss: 0.4376 Epoch 48/100 ---------- lr: 0.005 train loss: 0.6564 val loss: 0.2489 Epoch 49/100 ---------- lr: 0.005 train loss: 0.6127 val loss: 0.2449 Epoch 50/100 ---------- lr: 0.005 train loss: 0.5932 val loss: 0.2724 Epoch 51/100 ---------- lr: 0.005 train loss: 0.5795 val loss: 0.2695 Epoch 52/100 ---------- lr: 0.005 train loss: 0.6056 val loss: 0.4408 Epoch 53/100 ---------- lr: 0.005 train loss: 0.7494 val loss: 0.5762 Epoch 54/100 ---------- lr: 0.005 train loss: 0.7580 val loss: 0.2829 Epoch 55/100 ---------- lr: 0.005 train loss: 0.5797 val loss: 0.2424 Epoch 56/100 ---------- lr: 0.005 train loss: 0.5594 val loss: 0.2401 Epoch 57/100 ---------- lr: 0.005 train loss: 0.5726 val loss: 0.2786 Epoch 58/100 ---------- lr: 0.005 train loss: 0.5979 val loss: 0.3414 Epoch 59/100 ---------- lr: 0.005 train loss: 0.6336 val loss: 0.3625 Epoch 60/100 ---------- lr: 0.005 train loss: 0.6353 val loss: 0.2368 Epoch 61/100 ---------- lr: 0.005 train loss: 0.5719 val loss: 0.2326 Epoch 62/100 ---------- lr: 0.005 train loss: 0.9302 val loss: 0.5412 Epoch 63/100 ---------- lr: 0.005 train loss: 0.7080 val loss: 0.3344 Epoch 64/100 ---------- lr: 0.005 train loss: 0.5736 val loss: 0.2120 Epoch 65/100 ---------- lr: 0.005 train loss: 0.5514 val loss: 0.2827 Epoch 66/100 ---------- lr: 0.005 train loss: 0.5451 val loss: 0.2235 Epoch 67/100 ---------- lr: 0.005 train loss: 0.5429 val loss: 0.1988 Epoch 68/100 ---------- lr: 0.005 train loss: 0.6131 val loss: 0.2679 Epoch 69/100 ---------- lr: 0.005 train loss: 0.5862 val loss: 0.2792 Epoch 70/100 ---------- lr: 0.005 train loss: 0.5644 val loss: 0.2066 Epoch 71/100 ---------- lr: 0.005 train loss: 0.5533 val loss: 0.3219 Epoch 72/100 ---------- lr: 0.005 train loss: 0.6225 val loss: 0.3420 Epoch 73/100 ---------- lr: 0.005 train loss: 0.6797 val loss: 0.3505 Epoch 74/100 ---------- lr: 0.005 train loss: 0.6079 val loss: 0.2319 Epoch 75/100 ---------- lr: 0.005 train loss: 0.5445 val loss: 0.2027 Epoch 76/100 ---------- lr: 0.005 train loss: 0.5311 val loss: 0.2115 Epoch 77/100 ---------- lr: 0.005 train loss: 0.5468 val loss: 0.2381 Epoch 78/100 ---------- lr: 0.005 train loss: 0.5384 val loss: 0.2044 Epoch 79/100 ---------- lr: 0.005 train loss: 0.5682 val loss: 0.2838 Epoch 80/100 ---------- lr: 0.005 train loss: 0.6093 val loss: 0.2523 Epoch 81/100 ---------- lr: 0.005 train loss: 0.5842 val loss: 0.2091 Epoch 82/100 ---------- lr: 0.005 train loss: 0.5283 val loss: 0.1965 Epoch 83/100 ---------- lr: 0.005 train loss: 0.5230 val loss: 0.2164 Epoch 84/100 ---------- lr: 0.005 train loss: 0.5392 val loss: 0.2549 Epoch 85/100 ---------- lr: 0.005 train loss: 0.5977 val loss: 0.4046 Epoch 86/100 ---------- lr: 0.005 train loss: 1.8804 val loss: 1.2173 Epoch 87/100 ---------- lr: 0.005 train loss: 1.3402 val loss: 0.7552 Epoch 88/100 ---------- lr: 0.005 train loss: 1.0403 val loss: 0.6129 Epoch 89/100 ---------- lr: 0.005 train loss: 0.9065 val loss: 0.5258 Epoch 90/100 ---------- lr: 0.005 train loss: 0.8329 val loss: 0.4656 Epoch 91/100 ---------- lr: 0.005 train loss: 0.7761 val loss: 0.4160 Epoch 92/100 ---------- lr: 0.005 train loss: 0.7581 val loss: 0.4047 Epoch 93/100 ---------- lr: 0.005 train loss: 0.7110 val loss: 0.3479 Epoch 94/100 ---------- lr: 0.005 train loss: 0.6861 val loss: 0.3492 Epoch 95/100 ---------- lr: 0.005 train loss: 0.6668 val loss: 0.4213 Epoch 96/100 ---------- lr: 0.005 train loss: 0.6485 val loss: 0.3687 Epoch 97/100 ---------- lr: 0.005 train loss: 0.7088 val loss: 0.4872 Epoch 98/100 ---------- lr: 0.005 train loss: 1.7138 val loss: 1.0039 Epoch 99/100 ---------- lr: 0.005 train loss: 1.1624 val loss: 0.7391 Epoch 100/100 ---------- lr: 0.005 train loss: 0.9910 val loss: 0.5891 Training complete in 8m 38s Best val loss: 0.1965 at epoch 82 Val MSE at best epoch: 0.0835