Epoch 1/100 ---------- lr: 0.01 train loss: 19.8432 val loss: 7.0461 Epoch 2/100 ---------- lr: 0.01 train loss: 7.0043 val loss: 4.5986 Epoch 3/100 ---------- lr: 0.01 train loss: 5.2732 val loss: 4.0023 Epoch 4/100 ---------- lr: 0.01 train loss: 4.4612 val loss: 3.7803 Epoch 5/100 ---------- lr: 0.01 train loss: 3.9224 val loss: 3.2916 Epoch 6/100 ---------- lr: 0.01 train loss: 3.3321 val loss: 2.2016 Epoch 7/100 ---------- lr: 0.01 train loss: 2.9893 val loss: 2.3158 Epoch 8/100 ---------- lr: 0.01 train loss: 3.3896 val loss: 2.8397 Epoch 9/100 ---------- lr: 0.01 train loss: 2.9772 val loss: 2.1232 Epoch 10/100 ---------- lr: 0.01 train loss: 2.7768 val loss: 1.7567 Epoch 11/100 ---------- lr: 0.01 train loss: 2.4676 val loss: 2.5016 Epoch 12/100 ---------- lr: 0.01 train loss: 2.8719 val loss: 1.8376 Epoch 13/100 ---------- lr: 0.01 train loss: 2.5336 val loss: 2.0370 Epoch 14/100 ---------- lr: 0.01 train loss: 2.7717 val loss: 2.2044 Epoch 15/100 ---------- lr: 0.01 train loss: 4.8251 val loss: 9.0852 Epoch 16/100 ---------- lr: 0.01 train loss: 12.1271 val loss: 15.2940 Epoch 17/100 ---------- lr: 0.01 train loss: 12.7865 val loss: 10.5356 Epoch 18/100 ---------- lr: 0.01 train loss: 11.1264 val loss: 9.5213 Epoch 19/100 ---------- lr: 0.01 train loss: 10.1854 val loss: 8.3171 Epoch 20/100 ---------- lr: 0.01 train loss: 8.9339 val loss: 7.6580 Epoch 21/100 ---------- lr: 0.01 train loss: 8.7281 val loss: 8.7564 Epoch 22/100 ---------- lr: 0.01 train loss: 8.4003 val loss: 7.9521 Epoch 23/100 ---------- lr: 0.01 train loss: 7.9376 val loss: 6.5796 Epoch 24/100 ---------- lr: 0.01 train loss: 7.5063 val loss: 6.2810 Epoch 25/100 ---------- lr: 0.01 train loss: 7.5910 val loss: 7.3154 Epoch 26/100 ---------- lr: 0.01 train loss: 7.6181 val loss: 6.1223 Epoch 27/100 ---------- lr: 0.01 train loss: 6.8996 val loss: 6.0878 Epoch 28/100 ---------- lr: 0.01 train loss: 6.7850 val loss: 5.8224 Epoch 29/100 ---------- lr: 0.01 train loss: 6.8334 val loss: 5.7476 Epoch 30/100 ---------- lr: 0.01 train loss: 6.7816 val loss: 5.5970 Epoch 31/100 ---------- lr: 0.01 train loss: 6.3543 val loss: 5.9375 Epoch 32/100 ---------- lr: 0.005 train loss: 6.1681 val loss: 4.9717 Epoch 33/100 ---------- lr: 0.005 train loss: 5.8141 val loss: 5.2117 Epoch 34/100 ---------- lr: 0.005 train loss: 5.6292 val loss: 4.9430 Epoch 35/100 ---------- lr: 0.005 train loss: 5.6305 val loss: 4.9788 Epoch 36/100 ---------- lr: 0.005 train loss: 5.3962 val loss: 4.5959 Epoch 37/100 ---------- lr: 0.005 train loss: 5.2092 val loss: 4.8577 Epoch 38/100 ---------- lr: 0.005 train loss: 5.2781 val loss: 4.7165 Epoch 39/100 ---------- lr: 0.005 train loss: 5.1331 val loss: 4.6095 Epoch 40/100 ---------- lr: 0.005 train loss: 5.1502 val loss: 4.7192 Epoch 41/100 ---------- lr: 0.005 train loss: 4.9654 val loss: 4.9494 Epoch 42/100 ---------- lr: 0.005 train loss: 4.8116 val loss: 4.5839 Epoch 43/100 ---------- lr: 0.005 train loss: 4.9755 val loss: 4.6891 Epoch 44/100 ---------- lr: 0.005 train loss: 5.4857 val loss: 4.9842 Epoch 45/100 ---------- lr: 0.005 train loss: 5.6060 val loss: 5.0572 Epoch 46/100 ---------- lr: 0.005 train loss: 6.0104 val loss: 5.2048 Epoch 47/100 ---------- lr: 0.005 train loss: 5.7819 val loss: 5.0046 Epoch 48/100 ---------- lr: 0.005 train loss: 5.6396 val loss: 4.7674 Epoch 49/100 ---------- lr: 0.005 train loss: 5.3652 val loss: 4.6955 Epoch 50/100 ---------- lr: 0.005 train loss: 5.4935 val loss: 5.1452 Epoch 51/100 ---------- lr: 0.005 train loss: 5.7125 val loss: 4.8347 Epoch 52/100 ---------- lr: 0.005 train loss: 5.5884 val loss: 4.6555 Epoch 53/100 ---------- lr: 0.0025 train loss: 5.2005 val loss: 4.3070 Epoch 54/100 ---------- lr: 0.0025 train loss: 5.0317 val loss: 4.2581 Epoch 55/100 ---------- lr: 0.0025 train loss: 4.7941 val loss: 4.3085 Epoch 56/100 ---------- lr: 0.0025 train loss: 4.7030 val loss: 4.4195 Epoch 57/100 ---------- lr: 0.0025 train loss: 4.5715 val loss: 4.0563 Epoch 58/100 ---------- lr: 0.0025 train loss: 4.4949 val loss: 4.2023 Epoch 59/100 ---------- lr: 0.0025 train loss: 4.4743 val loss: 4.0873 Epoch 60/100 ---------- lr: 0.0025 train loss: 4.4283 val loss: 4.3518 Epoch 61/100 ---------- lr: 0.0025 train loss: 4.5420 val loss: 4.1736 Epoch 62/100 ---------- lr: 0.0025 train loss: 4.5011 val loss: 4.0140 Epoch 63/100 ---------- lr: 0.0025 train loss: 4.4560 val loss: 4.0946 Epoch 64/100 ---------- lr: 0.0025 train loss: 4.5010 val loss: 4.1472 Epoch 65/100 ---------- lr: 0.0025 train loss: 4.5404 val loss: 4.4794 Epoch 66/100 ---------- lr: 0.0025 train loss: 4.7174 val loss: 4.2218 Epoch 67/100 ---------- lr: 0.0025 train loss: 4.6131 val loss: 4.2569 Epoch 68/100 ---------- lr: 0.0025 train loss: 4.6644 val loss: 4.3942 Epoch 69/100 ---------- lr: 0.0025 train loss: 4.5996 val loss: 4.3724 Epoch 70/100 ---------- lr: 0.0025 train loss: 4.6803 val loss: 4.2592 Epoch 71/100 ---------- lr: 0.0025 train loss: 4.6587 val loss: 4.3690 Epoch 72/100 ---------- lr: 0.0025 train loss: 4.5275 val loss: 4.5174 Epoch 73/100 ---------- lr: 0.0025 train loss: 4.7950 val loss: 4.8372 Epoch 74/100 ---------- lr: 0.00125 train loss: 4.9521 val loss: 4.4414 Epoch 75/100 ---------- lr: 0.00125 train loss: 4.7042 val loss: 4.3790 Epoch 76/100 ---------- lr: 0.00125 train loss: 4.6368 val loss: 4.0724 Epoch 77/100 ---------- lr: 0.00125 train loss: 4.5201 val loss: 4.0359 Epoch 78/100 ---------- lr: 0.00125 train loss: 4.4930 val loss: 4.2157 Epoch 79/100 ---------- lr: 0.00125 train loss: 4.3570 val loss: 4.0100 Epoch 80/100 ---------- lr: 0.00125 train loss: 4.2670 val loss: 3.8231 Epoch 81/100 ---------- lr: 0.00125 train loss: 4.1723 val loss: 3.9745 Epoch 82/100 ---------- lr: 0.00125 train loss: 4.1978 val loss: 3.9520 Epoch 83/100 ---------- lr: 0.00125 train loss: 4.1063 val loss: 3.7312 Epoch 84/100 ---------- lr: 0.00125 train loss: 4.0053 val loss: 3.7704 Epoch 85/100 ---------- lr: 0.00125 train loss: 4.0775 val loss: 3.6905 Epoch 86/100 ---------- lr: 0.00125 train loss: 4.0953 val loss: 3.7275 Epoch 87/100 ---------- lr: 0.00125 train loss: 4.0019 val loss: 3.7198 Epoch 88/100 ---------- lr: 0.00125 train loss: 3.9513 val loss: 3.6581 Epoch 89/100 ---------- lr: 0.00125 train loss: 3.8474 val loss: 3.6352 Epoch 90/100 ---------- lr: 0.00125 train loss: 3.8972 val loss: 3.4910 Epoch 91/100 ---------- lr: 0.00125 train loss: 3.9541 val loss: 3.7941 Epoch 92/100 ---------- lr: 0.00125 train loss: 3.9090 val loss: 3.6821 Epoch 93/100 ---------- lr: 0.00125 train loss: 3.8999 val loss: 3.5193 Epoch 94/100 ---------- lr: 0.00125 train loss: 3.8420 val loss: 3.5451 Epoch 95/100 ---------- lr: 0.000625 train loss: 3.7610 val loss: 3.5380 Epoch 96/100 ---------- lr: 0.000625 train loss: 3.7249 val loss: 3.5158 Epoch 97/100 ---------- lr: 0.000625 train loss: 3.6682 val loss: 3.6221 Epoch 98/100 ---------- lr: 0.000625 train loss: 3.6942 val loss: 3.4430 Epoch 99/100 ---------- lr: 0.000625 train loss: 3.6100 val loss: 3.5130 Epoch 100/100 ---------- lr: 0.000625 train loss: 3.6579 val loss: 3.4031 Training complete in 34m 31s Best val loss: 1.7567 at epoch 10 Val MSE at best epoch: 0.6119