Epoch 1/100 ---------- lr: 0.01 train loss: 10.0723 val loss: 5.5878 Epoch 2/100 ---------- lr: 0.01 train loss: 5.4528 val loss: 3.3595 Epoch 3/100 ---------- lr: 0.01 train loss: 3.9338 val loss: 2.6755 Epoch 4/100 ---------- lr: 0.01 train loss: 3.1469 val loss: 2.6030 Epoch 5/100 ---------- lr: 0.01 train loss: 3.2097 val loss: 4.7727 Epoch 6/100 ---------- lr: 0.01 train loss: 4.2326 val loss: 2.5389 Epoch 7/100 ---------- lr: 0.01 train loss: 2.8926 val loss: 2.0982 Epoch 8/100 ---------- lr: 0.01 train loss: 2.6499 val loss: 2.1427 Epoch 9/100 ---------- lr: 0.01 train loss: 2.4055 val loss: 1.5530 Epoch 10/100 ---------- lr: 0.01 train loss: 2.1538 val loss: 1.8145 Epoch 11/100 ---------- lr: 0.01 train loss: 2.1298 val loss: 1.7522 Epoch 12/100 ---------- lr: 0.01 train loss: 2.1622 val loss: 1.5225 Epoch 13/100 ---------- lr: 0.01 train loss: 1.8291 val loss: 1.2249 Epoch 14/100 ---------- lr: 0.01 train loss: 1.7474 val loss: 1.0808 Epoch 15/100 ---------- lr: 0.01 train loss: 4.0749 val loss: 10.5427 Epoch 16/100 ---------- lr: 0.01 train loss: 9.6572 val loss: 6.6507 Epoch 17/100 ---------- lr: 0.01 train loss: 7.1631 val loss: 8.5102 Epoch 18/100 ---------- lr: 0.01 train loss: 11.8514 val loss: 8.9567 Epoch 19/100 ---------- lr: 0.01 train loss: 11.3457 val loss: 10.3359 Epoch 20/100 ---------- lr: 0.01 train loss: 10.7656 val loss: 11.2985 Epoch 21/100 ---------- lr: 0.01 train loss: 10.1850 val loss: 9.5004 Epoch 22/100 ---------- lr: 0.01 train loss: 10.1534 val loss: 9.6222 Epoch 23/100 ---------- lr: 0.01 train loss: 8.4828 val loss: 6.7639 Epoch 24/100 ---------- lr: 0.01 train loss: 7.1760 val loss: 5.7575 Epoch 25/100 ---------- lr: 0.01 train loss: 6.2508 val loss: 6.4587 Epoch 26/100 ---------- lr: 0.01 train loss: 6.5561 val loss: 5.8079 Epoch 27/100 ---------- lr: 0.01 train loss: 6.2666 val loss: 5.4634 Epoch 28/100 ---------- lr: 0.01 train loss: 5.9430 val loss: 5.4655 Epoch 29/100 ---------- lr: 0.01 train loss: 5.7259 val loss: 5.2106 Epoch 30/100 ---------- lr: 0.01 train loss: 6.0403 val loss: 4.7751 Epoch 31/100 ---------- lr: 0.01 train loss: 5.6361 val loss: 5.7099 Epoch 32/100 ---------- lr: 0.01 train loss: 5.6286 val loss: 4.9925 Epoch 33/100 ---------- lr: 0.01 train loss: 5.4331 val loss: 4.7275 Epoch 34/100 ---------- lr: 0.01 train loss: 5.3192 val loss: 4.8585 Epoch 35/100 ---------- lr: 0.01 train loss: 5.3700 val loss: 4.8585 Epoch 36/100 ---------- lr: 0.005 train loss: 4.8221 val loss: 4.3052 Epoch 37/100 ---------- lr: 0.005 train loss: 5.1012 val loss: 4.7400 Epoch 38/100 ---------- lr: 0.005 train loss: 5.7271 val loss: 5.1396 Epoch 39/100 ---------- lr: 0.005 train loss: 5.7016 val loss: 5.1044 Epoch 40/100 ---------- lr: 0.005 train loss: 5.3971 val loss: 4.7993 Epoch 41/100 ---------- lr: 0.005 train loss: 5.4438 val loss: 4.7985 Epoch 42/100 ---------- lr: 0.005 train loss: 5.1888 val loss: 4.6173 Epoch 43/100 ---------- lr: 0.005 train loss: 5.2156 val loss: 4.7026 Epoch 44/100 ---------- lr: 0.005 train loss: 5.0173 val loss: 4.4263 Epoch 45/100 ---------- lr: 0.005 train loss: 4.8037 val loss: 4.3715 Epoch 46/100 ---------- lr: 0.005 train loss: 4.8138 val loss: 4.2840 Epoch 47/100 ---------- lr: 0.005 train loss: 4.6604 val loss: 4.0633 Epoch 48/100 ---------- lr: 0.005 train loss: 4.6583 val loss: 4.2301 Epoch 49/100 ---------- lr: 0.005 train loss: 4.6197 val loss: 4.0411 Epoch 50/100 ---------- lr: 0.005 train loss: 4.6317 val loss: 3.9106 Epoch 51/100 ---------- lr: 0.005 train loss: 4.5862 val loss: 3.9111 Epoch 52/100 ---------- lr: 0.005 train loss: 4.4212 val loss: 3.7987 Epoch 53/100 ---------- lr: 0.005 train loss: 4.2274 val loss: 3.7330 Epoch 54/100 ---------- lr: 0.005 train loss: 4.2613 val loss: 3.7368 Epoch 55/100 ---------- lr: 0.005 train loss: 4.2730 val loss: 4.0350 Epoch 56/100 ---------- lr: 0.005 train loss: 4.3642 val loss: 3.9141 Epoch 57/100 ---------- lr: 0.0025 train loss: 4.0860 val loss: 3.5328 Epoch 58/100 ---------- lr: 0.0025 train loss: 3.9577 val loss: 3.5108 Epoch 59/100 ---------- lr: 0.0025 train loss: 3.9409 val loss: 3.5245 Epoch 60/100 ---------- lr: 0.0025 train loss: 3.8981 val loss: 3.5690 Epoch 61/100 ---------- lr: 0.0025 train loss: 3.8744 val loss: 3.3606 Epoch 62/100 ---------- lr: 0.0025 train loss: 3.7784 val loss: 3.4146 Epoch 63/100 ---------- lr: 0.0025 train loss: 3.8843 val loss: 3.4903 Epoch 64/100 ---------- lr: 0.0025 train loss: 3.9522 val loss: 3.4776 Epoch 65/100 ---------- lr: 0.0025 train loss: 3.9701 val loss: 3.4988 Epoch 66/100 ---------- lr: 0.0025 train loss: 4.0864 val loss: 3.8134 Epoch 67/100 ---------- lr: 0.0025 train loss: 4.1602 val loss: 3.7500 Epoch 68/100 ---------- lr: 0.0025 train loss: 4.0473 val loss: 3.6833 Epoch 69/100 ---------- lr: 0.0025 train loss: 3.9152 val loss: 3.3843 Epoch 70/100 ---------- lr: 0.0025 train loss: 3.7811 val loss: 3.3173 Epoch 71/100 ---------- lr: 0.0025 train loss: 3.9026 val loss: 3.5924 Epoch 72/100 ---------- lr: 0.0025 train loss: 3.9930 val loss: 3.5190 Epoch 73/100 ---------- lr: 0.0025 train loss: 3.8003 val loss: 3.2970 Epoch 74/100 ---------- lr: 0.0025 train loss: 3.7746 val loss: 3.5482 Epoch 75/100 ---------- lr: 0.0025 train loss: 3.8856 val loss: 3.3637 Epoch 76/100 ---------- lr: 0.0025 train loss: 4.4516 val loss: 3.6333 Epoch 77/100 ---------- lr: 0.0025 train loss: 4.5083 val loss: 4.2588 Epoch 78/100 ---------- lr: 0.00125 train loss: 4.3665 val loss: 3.8992 Epoch 79/100 ---------- lr: 0.00125 train loss: 4.2235 val loss: 3.6601 Epoch 80/100 ---------- lr: 0.00125 train loss: 4.1433 val loss: 3.7728 Epoch 81/100 ---------- lr: 0.00125 train loss: 4.0685 val loss: 3.7494 Epoch 82/100 ---------- lr: 0.00125 train loss: 3.9673 val loss: 3.5306 Epoch 83/100 ---------- lr: 0.00125 train loss: 3.9264 val loss: 3.6447 Epoch 84/100 ---------- lr: 0.00125 train loss: 3.8418 val loss: 3.5896 Epoch 85/100 ---------- lr: 0.00125 train loss: 3.8129 val loss: 3.4925 Epoch 86/100 ---------- lr: 0.00125 train loss: 3.8016 val loss: 3.3454 Epoch 87/100 ---------- lr: 0.00125 train loss: 3.7150 val loss: 3.2557 Epoch 88/100 ---------- lr: 0.00125 train loss: 3.7064 val loss: 3.1870 Epoch 89/100 ---------- lr: 0.00125 train loss: 3.6966 val loss: 3.1809 Epoch 90/100 ---------- lr: 0.00125 train loss: 3.6852 val loss: 3.1996 Epoch 91/100 ---------- lr: 0.00125 train loss: 3.5963 val loss: 3.1907 Epoch 92/100 ---------- lr: 0.00125 train loss: 3.6150 val loss: 3.2315 Epoch 93/100 ---------- lr: 0.00125 train loss: 3.5096 val loss: 3.0158 Epoch 94/100 ---------- lr: 0.00125 train loss: 3.4842 val loss: 3.1574 Epoch 95/100 ---------- lr: 0.00125 train loss: 3.5163 val loss: 3.0849 Epoch 96/100 ---------- lr: 0.00125 train loss: 3.4963 val loss: 3.0505 Epoch 97/100 ---------- lr: 0.00125 train loss: 3.4652 val loss: 3.1777 Epoch 98/100 ---------- lr: 0.00125 train loss: 3.4351 val loss: 3.1691 Epoch 99/100 ---------- lr: 0.000625 train loss: 3.3254 val loss: 3.0844 Epoch 100/100 ---------- lr: 0.000625 train loss: 3.3085 val loss: 3.0692 Training complete in 32m 57s Best val loss: 1.0808 at epoch 14 Val MSE at best epoch: 0.4608