Epoch 1/100 ---------- lr: 0.005 train loss: 12.4259 val loss: 5.1010 Epoch 2/100 ---------- lr: 0.005 train loss: 4.6262 val loss: 3.7165 Epoch 3/100 ---------- lr: 0.005 train loss: 3.6908 val loss: 2.5098 Epoch 4/100 ---------- lr: 0.005 train loss: 3.3985 val loss: 2.4631 Epoch 5/100 ---------- lr: 0.005 train loss: 3.1124 val loss: 2.4684 Epoch 6/100 ---------- lr: 0.005 train loss: 3.0186 val loss: 1.8959 Epoch 7/100 ---------- lr: 0.005 train loss: 2.2285 val loss: 1.4944 Epoch 8/100 ---------- lr: 0.005 train loss: 2.4142 val loss: 1.6015 Epoch 9/100 ---------- lr: 0.005 train loss: 2.1236 val loss: 1.5117 Epoch 10/100 ---------- lr: 0.005 train loss: 1.8951 val loss: 1.1890 Epoch 11/100 ---------- lr: 0.005 train loss: 1.5766 val loss: 1.1436 Epoch 12/100 ---------- lr: 0.005 train loss: 1.4724 val loss: 1.2539 Epoch 13/100 ---------- lr: 0.005 train loss: 1.6640 val loss: 0.9293 Epoch 14/100 ---------- lr: 0.005 train loss: 2.4288 val loss: 0.9724 Epoch 15/100 ---------- lr: 0.005 train loss: 1.4112 val loss: 0.7314 Epoch 16/100 ---------- lr: 0.005 train loss: 1.2529 val loss: 1.3788 Epoch 17/100 ---------- lr: 0.005 train loss: 1.8749 val loss: 1.5511 Epoch 18/100 ---------- lr: 0.005 train loss: 1.2832 val loss: 0.6122 Epoch 19/100 ---------- lr: 0.005 train loss: 1.0636 val loss: 0.8069 Epoch 20/100 ---------- lr: 0.005 train loss: 1.0729 val loss: 0.5775 Epoch 21/100 ---------- lr: 0.005 train loss: 1.6372 val loss: 0.9408 Epoch 22/100 ---------- lr: 0.005 train loss: 1.0998 val loss: 0.5485 Epoch 23/100 ---------- lr: 0.005 train loss: 0.9623 val loss: 0.4671 Epoch 24/100 ---------- lr: 0.005 train loss: 1.1422 val loss: 0.6971 Epoch 25/100 ---------- lr: 0.005 train loss: 1.0424 val loss: 0.4820 Epoch 26/100 ---------- lr: 0.005 train loss: 0.8789 val loss: 0.4329 Epoch 27/100 ---------- lr: 0.005 train loss: 1.1120 val loss: 2.0112 Epoch 28/100 ---------- lr: 0.005 train loss: 1.9489 val loss: 1.1454 Epoch 29/100 ---------- lr: 0.005 train loss: 1.1444 val loss: 0.5163 Epoch 30/100 ---------- lr: 0.005 train loss: 0.8949 val loss: 0.4485 Epoch 31/100 ---------- lr: 0.005 train loss: 0.8332 val loss: 0.3788 Epoch 32/100 ---------- lr: 0.005 train loss: 0.8206 val loss: 0.5144 Epoch 33/100 ---------- lr: 0.005 train loss: 0.9844 val loss: 1.6055 Epoch 34/100 ---------- lr: 0.005 train loss: 1.7515 val loss: 0.9884 Epoch 35/100 ---------- lr: 0.005 train loss: 1.0554 val loss: 0.4128 Epoch 36/100 ---------- lr: 0.005 train loss: 0.8066 val loss: 0.3727 Epoch 37/100 ---------- lr: 0.005 train loss: 0.7506 val loss: 0.3804 Epoch 38/100 ---------- lr: 0.005 train loss: 0.7870 val loss: 0.4506 Epoch 39/100 ---------- lr: 0.005 train loss: 0.7504 val loss: 0.4321 Epoch 40/100 ---------- lr: 0.005 train loss: 0.8248 val loss: 0.4275 Epoch 41/100 ---------- lr: 0.005 train loss: 0.8571 val loss: 0.5040 Epoch 42/100 ---------- lr: 0.005 train loss: 0.8121 val loss: 0.3323 Epoch 43/100 ---------- lr: 0.005 train loss: 0.7829 val loss: 0.5253 Epoch 44/100 ---------- lr: 0.005 train loss: 0.9600 val loss: 0.4040 Epoch 45/100 ---------- lr: 0.005 train loss: 0.8572 val loss: 0.6167 Epoch 46/100 ---------- lr: 0.005 train loss: 1.3158 val loss: 2.2035 Epoch 47/100 ---------- lr: 0.005 train loss: 1.4936 val loss: 0.8355 Epoch 48/100 ---------- lr: 0.005 train loss: 0.9386 val loss: 0.3953 Epoch 49/100 ---------- lr: 0.005 train loss: 0.8233 val loss: 0.5655 Epoch 50/100 ---------- lr: 0.005 train loss: 0.8366 val loss: 0.5201 Epoch 51/100 ---------- lr: 0.005 train loss: 0.7754 val loss: 0.3631 Epoch 52/100 ---------- lr: 0.005 train loss: 1.7829 val loss: 5.8758 Epoch 53/100 ---------- lr: 0.005 train loss: 5.9461 val loss: 4.1823 Epoch 54/100 ---------- lr: 0.005 train loss: 5.0099 val loss: 4.6478 Epoch 55/100 ---------- lr: 0.005 train loss: 4.3776 val loss: 3.5827 Epoch 56/100 ---------- lr: 0.005 train loss: 4.2313 val loss: 3.1954 Epoch 57/100 ---------- lr: 0.005 train loss: 4.2461 val loss: 3.5684 Epoch 58/100 ---------- lr: 0.005 train loss: 4.1439 val loss: 3.1597 Epoch 59/100 ---------- lr: 0.005 train loss: 4.8877 val loss: 6.5372 Epoch 60/100 ---------- lr: 0.005 train loss: 8.0869 val loss: 7.9224 Epoch 61/100 ---------- lr: 0.005 train loss: 8.4203 val loss: 6.9958 Epoch 62/100 ---------- lr: 0.005 train loss: 8.3228 val loss: 9.1832 Epoch 63/100 ---------- lr: 0.005 train loss: 8.7612 val loss: 6.9669 Epoch 64/100 ---------- lr: 0.0025 train loss: 6.8564 val loss: 5.3865 Epoch 65/100 ---------- lr: 0.0025 train loss: 5.9022 val loss: 4.9200 Epoch 66/100 ---------- lr: 0.0025 train loss: 5.5479 val loss: 4.6164 Epoch 67/100 ---------- lr: 0.0025 train loss: 5.3554 val loss: 4.5483 Epoch 68/100 ---------- lr: 0.0025 train loss: 5.1566 val loss: 4.3268 Epoch 69/100 ---------- lr: 0.0025 train loss: 5.0288 val loss: 4.2640 Epoch 70/100 ---------- lr: 0.0025 train loss: 4.7227 val loss: 4.0864 Epoch 71/100 ---------- lr: 0.0025 train loss: 4.6602 val loss: 3.8223 Epoch 72/100 ---------- lr: 0.0025 train loss: 4.3662 val loss: 3.7827 Epoch 73/100 ---------- lr: 0.0025 train loss: 4.5708 val loss: 3.7376 Epoch 74/100 ---------- lr: 0.0025 train loss: 4.3489 val loss: 3.8514 Epoch 75/100 ---------- lr: 0.0025 train loss: 4.3016 val loss: 3.8108 Epoch 76/100 ---------- lr: 0.0025 train loss: 4.2849 val loss: 3.8332 Epoch 77/100 ---------- lr: 0.0025 train loss: 4.2250 val loss: 3.8281 Epoch 78/100 ---------- lr: 0.0025 train loss: 4.1498 val loss: 3.6881 Epoch 79/100 ---------- lr: 0.0025 train loss: 4.0433 val loss: 3.3770 Epoch 80/100 ---------- lr: 0.0025 train loss: 4.1716 val loss: 3.4343 Epoch 81/100 ---------- lr: 0.0025 train loss: 4.1754 val loss: 3.4822 Epoch 82/100 ---------- lr: 0.0025 train loss: 4.3102 val loss: 3.5383 Epoch 83/100 ---------- lr: 0.0025 train loss: 4.1904 val loss: 3.9197 Epoch 84/100 ---------- lr: 0.0025 train loss: 4.4299 val loss: 3.9098 Epoch 85/100 ---------- lr: 0.00125 train loss: 4.1746 val loss: 3.5289 Epoch 86/100 ---------- lr: 0.00125 train loss: 3.9800 val loss: 3.4125 Epoch 87/100 ---------- lr: 0.00125 train loss: 3.9189 val loss: 3.4301 Epoch 88/100 ---------- lr: 0.00125 train loss: 3.8090 val loss: 3.2539 Epoch 89/100 ---------- lr: 0.00125 train loss: 3.7116 val loss: 3.1207 Epoch 90/100 ---------- lr: 0.00125 train loss: 3.5975 val loss: 3.1478 Epoch 91/100 ---------- lr: 0.00125 train loss: 3.7414 val loss: 3.3618 Epoch 92/100 ---------- lr: 0.00125 train loss: 3.7487 val loss: 3.2485 Epoch 93/100 ---------- lr: 0.00125 train loss: 3.6414 val loss: 3.2036 Epoch 94/100 ---------- lr: 0.00125 train loss: 3.5616 val loss: 3.1339 Epoch 95/100 ---------- lr: 0.00125 train loss: 3.5764 val loss: 3.1336 Epoch 96/100 ---------- lr: 0.00125 train loss: 3.4938 val loss: 3.0449 Epoch 97/100 ---------- lr: 0.00125 train loss: 3.4445 val loss: 3.0329 Epoch 98/100 ---------- lr: 0.00125 train loss: 3.5139 val loss: 3.1163 Epoch 99/100 ---------- lr: 0.00125 train loss: 3.4057 val loss: 3.0090 Epoch 100/100 ---------- lr: 0.00125 train loss: 3.3786 val loss: 3.1718 Training complete in 23m 21s Best val loss: 0.3323 at epoch 42 Val MSE at best epoch: 0.1228