Epoch 1/100 ---------- lr: 0.005 train loss: 16.1826 val loss: 6.0006 Epoch 2/100 ---------- lr: 0.005 train loss: 5.0768 val loss: 4.2303 Epoch 3/100 ---------- lr: 0.005 train loss: 4.5972 val loss: 3.8186 Epoch 4/100 ---------- lr: 0.005 train loss: 4.1642 val loss: 3.4940 Epoch 5/100 ---------- lr: 0.005 train loss: 3.3478 val loss: 2.9181 Epoch 6/100 ---------- lr: 0.005 train loss: 3.5626 val loss: 2.6902 Epoch 7/100 ---------- lr: 0.005 train loss: 2.9217 val loss: 1.7925 Epoch 8/100 ---------- lr: 0.005 train loss: 2.5472 val loss: 1.8830 Epoch 9/100 ---------- lr: 0.005 train loss: 2.3038 val loss: 1.7071 Epoch 10/100 ---------- lr: 0.005 train loss: 2.1396 val loss: 2.4761 Epoch 11/100 ---------- lr: 0.005 train loss: 2.1058 val loss: 1.2642 Epoch 12/100 ---------- lr: 0.005 train loss: 2.1935 val loss: 2.2755 Epoch 13/100 ---------- lr: 0.005 train loss: 1.9651 val loss: 1.0062 Epoch 14/100 ---------- lr: 0.005 train loss: 2.6425 val loss: 2.0162 Epoch 15/100 ---------- lr: 0.005 train loss: 3.0076 val loss: 1.3885 Epoch 16/100 ---------- lr: 0.005 train loss: 1.8169 val loss: 1.0421 Epoch 17/100 ---------- lr: 0.005 train loss: 1.4434 val loss: 0.8629 Epoch 18/100 ---------- lr: 0.005 train loss: 1.3348 val loss: 0.9056 Epoch 19/100 ---------- lr: 0.005 train loss: 1.2816 val loss: 0.8002 Epoch 20/100 ---------- lr: 0.005 train loss: 1.6985 val loss: 1.4377 Epoch 21/100 ---------- lr: 0.005 train loss: 1.5372 val loss: 1.2304 Epoch 22/100 ---------- lr: 0.005 train loss: 1.4685 val loss: 0.7817 Epoch 23/100 ---------- lr: 0.005 train loss: 1.1393 val loss: 0.6611 Epoch 24/100 ---------- lr: 0.005 train loss: 1.0432 val loss: 0.6979 Epoch 25/100 ---------- lr: 0.005 train loss: 1.3092 val loss: 1.8106 Epoch 26/100 ---------- lr: 0.005 train loss: 1.3403 val loss: 1.1876 Epoch 27/100 ---------- lr: 0.005 train loss: 1.7285 val loss: 1.5501 Epoch 28/100 ---------- lr: 0.005 train loss: 1.7589 val loss: 1.7828 Epoch 29/100 ---------- lr: 0.005 train loss: 1.5988 val loss: 1.0275 Epoch 30/100 ---------- lr: 0.005 train loss: 1.2595 val loss: 0.6983 Epoch 31/100 ---------- lr: 0.005 train loss: 1.8783 val loss: 2.1046 Epoch 32/100 ---------- lr: 0.005 train loss: 5.2873 val loss: 7.6108 Epoch 33/100 ---------- lr: 0.005 train loss: 8.5303 val loss: 11.0644 Epoch 34/100 ---------- lr: 0.005 train loss: 8.0304 val loss: 6.1959 Epoch 35/100 ---------- lr: 0.005 train loss: 6.2832 val loss: 6.1702 Epoch 36/100 ---------- lr: 0.005 train loss: 6.3781 val loss: 5.3727 Epoch 37/100 ---------- lr: 0.005 train loss: 5.9487 val loss: 5.3729 Epoch 38/100 ---------- lr: 0.005 train loss: 5.6329 val loss: 4.9625 Epoch 39/100 ---------- lr: 0.005 train loss: 5.3761 val loss: 4.5314 Epoch 40/100 ---------- lr: 0.005 train loss: 5.3995 val loss: 4.4622 Epoch 41/100 ---------- lr: 0.005 train loss: 5.1318 val loss: 4.1883 Epoch 42/100 ---------- lr: 0.005 train loss: 5.1236 val loss: 4.4869 Epoch 43/100 ---------- lr: 0.005 train loss: 4.7023 val loss: 3.8756 Epoch 44/100 ---------- lr: 0.005 train loss: 4.5815 val loss: 4.4741 Epoch 45/100 ---------- lr: 0.0025 train loss: 4.5701 val loss: 3.6351 Epoch 46/100 ---------- lr: 0.0025 train loss: 4.3833 val loss: 3.3723 Epoch 47/100 ---------- lr: 0.0025 train loss: 4.0889 val loss: 3.3334 Epoch 48/100 ---------- lr: 0.0025 train loss: 3.9917 val loss: 3.2572 Epoch 49/100 ---------- lr: 0.0025 train loss: 3.8775 val loss: 3.2507 Epoch 50/100 ---------- lr: 0.0025 train loss: 4.1578 val loss: 3.7642 Epoch 51/100 ---------- lr: 0.0025 train loss: 4.1361 val loss: 3.5277 Epoch 52/100 ---------- lr: 0.0025 train loss: 3.8895 val loss: 3.0063 Epoch 53/100 ---------- lr: 0.0025 train loss: 3.7508 val loss: 3.0714 Epoch 54/100 ---------- lr: 0.0025 train loss: 3.6846 val loss: 3.0080 Epoch 55/100 ---------- lr: 0.0025 train loss: 3.6314 val loss: 3.0531 Epoch 56/100 ---------- lr: 0.0025 train loss: 3.4938 val loss: 2.8535 Epoch 57/100 ---------- lr: 0.0025 train loss: 3.4483 val loss: 2.6757 Epoch 58/100 ---------- lr: 0.0025 train loss: 3.4234 val loss: 2.8714 Epoch 59/100 ---------- lr: 0.0025 train loss: 3.4473 val loss: 2.8745 Epoch 60/100 ---------- lr: 0.0025 train loss: 3.5541 val loss: 3.3978 Epoch 61/100 ---------- lr: 0.0025 train loss: 3.8181 val loss: 3.2239 Epoch 62/100 ---------- lr: 0.0025 train loss: 3.5232 val loss: 2.7853 Epoch 63/100 ---------- lr: 0.0025 train loss: 3.5086 val loss: 3.0261 Epoch 64/100 ---------- lr: 0.0025 train loss: 3.4436 val loss: 2.6777 Epoch 65/100 ---------- lr: 0.0025 train loss: 3.1263 val loss: 2.6181 Epoch 66/100 ---------- lr: 0.00125 train loss: 2.9445 val loss: 2.3609 Epoch 67/100 ---------- lr: 0.00125 train loss: 2.8352 val loss: 2.3184 Epoch 68/100 ---------- lr: 0.00125 train loss: 2.7443 val loss: 2.2685 Epoch 69/100 ---------- lr: 0.00125 train loss: 2.7618 val loss: 2.3156 Epoch 70/100 ---------- lr: 0.00125 train loss: 2.7750 val loss: 2.2643 Epoch 71/100 ---------- lr: 0.00125 train loss: 2.8193 val loss: 2.4670 Epoch 72/100 ---------- lr: 0.00125 train loss: 3.0822 val loss: 2.6377 Epoch 73/100 ---------- lr: 0.00125 train loss: 2.8953 val loss: 2.3624 Epoch 74/100 ---------- lr: 0.00125 train loss: 2.8746 val loss: 2.4301 Epoch 75/100 ---------- lr: 0.00125 train loss: 2.8170 val loss: 2.4000 Epoch 76/100 ---------- lr: 0.00125 train loss: 2.8358 val loss: 2.4172 Epoch 77/100 ---------- lr: 0.00125 train loss: 2.9163 val loss: 2.4286 Epoch 78/100 ---------- lr: 0.00125 train loss: 2.9034 val loss: 2.5652 Epoch 79/100 ---------- lr: 0.00125 train loss: 3.1453 val loss: 2.5717 Epoch 80/100 ---------- lr: 0.00125 train loss: 3.1124 val loss: 2.6122 Epoch 81/100 ---------- lr: 0.00125 train loss: 3.0952 val loss: 2.7331 Epoch 82/100 ---------- lr: 0.00125 train loss: 3.0441 val loss: 2.6884 Epoch 83/100 ---------- lr: 0.00125 train loss: 3.0191 val loss: 2.5632 Epoch 84/100 ---------- lr: 0.00125 train loss: 2.9494 val loss: 2.6911 Epoch 85/100 ---------- lr: 0.00125 train loss: 2.9735 val loss: 2.4900 Epoch 86/100 ---------- lr: 0.00125 train loss: 2.8583 val loss: 2.4800 Epoch 87/100 ---------- lr: 0.000625 train loss: 2.7179 val loss: 2.3689 Epoch 88/100 ---------- lr: 0.000625 train loss: 2.6960 val loss: 2.3244 Epoch 89/100 ---------- lr: 0.000625 train loss: 2.6194 val loss: 2.2726 Epoch 90/100 ---------- lr: 0.000625 train loss: 2.6223 val loss: 2.3089 Epoch 91/100 ---------- lr: 0.000625 train loss: 2.5759 val loss: 2.2736 Epoch 92/100 ---------- lr: 0.000625 train loss: 2.6108 val loss: 2.3379 Epoch 93/100 ---------- lr: 0.000625 train loss: 2.6377 val loss: 2.2895 Epoch 94/100 ---------- lr: 0.000625 train loss: 2.6483 val loss: 2.4396 Epoch 95/100 ---------- lr: 0.000625 train loss: 2.6181 val loss: 2.3391 Epoch 96/100 ---------- lr: 0.000625 train loss: 2.5555 val loss: 2.3311 Epoch 97/100 ---------- lr: 0.000625 train loss: 2.5767 val loss: 2.3233 Epoch 98/100 ---------- lr: 0.000625 train loss: 2.5366 val loss: 2.2492 Epoch 99/100 ---------- lr: 0.000625 train loss: 2.5293 val loss: 2.2447 Epoch 100/100 ---------- lr: 0.000625 train loss: 2.4429 val loss: 2.2916 Training complete in 23m 57s Best val loss: 0.6611 at epoch 23 Val MSE at best epoch: 0.2444