Epoch 1/100 ---------- lr: 0.005 train loss: 14.4664 val loss: 5.1364 Epoch 2/100 ---------- lr: 0.005 train loss: 5.0611 val loss: 4.0379 Epoch 3/100 ---------- lr: 0.005 train loss: 4.1704 val loss: 4.7670 Epoch 4/100 ---------- lr: 0.005 train loss: 3.6174 val loss: 2.6921 Epoch 5/100 ---------- lr: 0.005 train loss: 3.0531 val loss: 2.6250 Epoch 6/100 ---------- lr: 0.005 train loss: 2.8820 val loss: 2.8374 Epoch 7/100 ---------- lr: 0.005 train loss: 2.8009 val loss: 1.7481 Epoch 8/100 ---------- lr: 0.005 train loss: 2.3547 val loss: 2.2986 Epoch 9/100 ---------- lr: 0.005 train loss: 2.4252 val loss: 2.9221 Epoch 10/100 ---------- lr: 0.005 train loss: 3.1245 val loss: 2.0962 Epoch 11/100 ---------- lr: 0.005 train loss: 2.3845 val loss: 2.0608 Epoch 12/100 ---------- lr: 0.005 train loss: 1.7929 val loss: 1.0534 Epoch 13/100 ---------- lr: 0.005 train loss: 1.5689 val loss: 1.0519 Epoch 14/100 ---------- lr: 0.005 train loss: 1.7119 val loss: 0.9948 Epoch 15/100 ---------- lr: 0.005 train loss: 1.4615 val loss: 1.1603 Epoch 16/100 ---------- lr: 0.005 train loss: 1.7118 val loss: 1.1047 Epoch 17/100 ---------- lr: 0.005 train loss: 1.2996 val loss: 0.7240 Epoch 18/100 ---------- lr: 0.005 train loss: 1.3193 val loss: 0.7724 Epoch 19/100 ---------- lr: 0.005 train loss: 1.1338 val loss: 0.6428 Epoch 20/100 ---------- lr: 0.005 train loss: 1.0839 val loss: 0.6029 Epoch 21/100 ---------- lr: 0.005 train loss: 1.1954 val loss: 0.8251 Epoch 22/100 ---------- lr: 0.005 train loss: 1.3242 val loss: 0.9003 Epoch 23/100 ---------- lr: 0.005 train loss: 1.7516 val loss: 0.7457 Epoch 24/100 ---------- lr: 0.005 train loss: 1.0342 val loss: 0.6647 Epoch 25/100 ---------- lr: 0.005 train loss: 1.0212 val loss: 0.5264 Epoch 26/100 ---------- lr: 0.005 train loss: 1.6565 val loss: 0.8782 Epoch 27/100 ---------- lr: 0.005 train loss: 1.0864 val loss: 0.5470 Epoch 28/100 ---------- lr: 0.005 train loss: 1.2471 val loss: 0.6638 Epoch 29/100 ---------- lr: 0.005 train loss: 1.1066 val loss: 0.4860 Epoch 30/100 ---------- lr: 0.005 train loss: 0.8730 val loss: 0.4102 Epoch 31/100 ---------- lr: 0.005 train loss: 0.8271 val loss: 0.4703 Epoch 32/100 ---------- lr: 0.005 train loss: 1.0069 val loss: 1.1945 Epoch 33/100 ---------- lr: 0.005 train loss: 1.1723 val loss: 0.4772 Epoch 34/100 ---------- lr: 0.005 train loss: 0.8184 val loss: 0.4689 Epoch 35/100 ---------- lr: 0.005 train loss: 2.0506 val loss: 0.8605 Epoch 36/100 ---------- lr: 0.005 train loss: 1.0815 val loss: 0.5398 Epoch 37/100 ---------- lr: 0.005 train loss: 0.9967 val loss: 0.8242 Epoch 38/100 ---------- lr: 0.005 train loss: 2.5770 val loss: 4.6403 Epoch 39/100 ---------- lr: 0.005 train loss: 9.0869 val loss: 8.2704 Epoch 40/100 ---------- lr: 0.005 train loss: 7.8565 val loss: 6.4018 Epoch 41/100 ---------- lr: 0.005 train loss: 6.4052 val loss: 5.5017 Epoch 42/100 ---------- lr: 0.005 train loss: 5.6790 val loss: 4.7249 Epoch 43/100 ---------- lr: 0.005 train loss: 5.0084 val loss: 4.7138 Epoch 44/100 ---------- lr: 0.005 train loss: 4.9237 val loss: 4.0704 Epoch 45/100 ---------- lr: 0.005 train loss: 4.5314 val loss: 3.8216 Epoch 46/100 ---------- lr: 0.005 train loss: 4.2390 val loss: 3.4368 Epoch 47/100 ---------- lr: 0.005 train loss: 4.4603 val loss: 3.8184 Epoch 48/100 ---------- lr: 0.005 train loss: 4.5975 val loss: 3.4939 Epoch 49/100 ---------- lr: 0.005 train loss: 4.3872 val loss: 4.0095 Epoch 50/100 ---------- lr: 0.005 train loss: 4.1973 val loss: 3.4424 Epoch 51/100 ---------- lr: 0.005 train loss: 3.8677 val loss: 3.3461 Epoch 52/100 ---------- lr: 0.0025 train loss: 3.5623 val loss: 3.0721 Epoch 53/100 ---------- lr: 0.0025 train loss: 3.3414 val loss: 2.8515 Epoch 54/100 ---------- lr: 0.0025 train loss: 3.2866 val loss: 2.9041 Epoch 55/100 ---------- lr: 0.0025 train loss: 3.2239 val loss: 2.7598 Epoch 56/100 ---------- lr: 0.0025 train loss: 3.2418 val loss: 2.8631 Epoch 57/100 ---------- lr: 0.0025 train loss: 3.2992 val loss: 2.8248 Epoch 58/100 ---------- lr: 0.0025 train loss: 3.3082 val loss: 2.8258 Epoch 59/100 ---------- lr: 0.0025 train loss: 3.7248 val loss: 2.9665 Epoch 60/100 ---------- lr: 0.0025 train loss: 3.4056 val loss: 2.9363 Epoch 61/100 ---------- lr: 0.0025 train loss: 3.3802 val loss: 2.8127 Epoch 62/100 ---------- lr: 0.0025 train loss: 3.3020 val loss: 2.5763 Epoch 63/100 ---------- lr: 0.0025 train loss: 3.2107 val loss: 2.6952 Epoch 64/100 ---------- lr: 0.0025 train loss: 3.2862 val loss: 2.9109 Epoch 65/100 ---------- lr: 0.0025 train loss: 3.1862 val loss: 2.7344 Epoch 66/100 ---------- lr: 0.0025 train loss: 3.2159 val loss: 2.8421 Epoch 67/100 ---------- lr: 0.0025 train loss: 3.2773 val loss: 3.1650 Epoch 68/100 ---------- lr: 0.0025 train loss: 3.3120 val loss: 3.1857 Epoch 69/100 ---------- lr: 0.0025 train loss: 3.2118 val loss: 2.8096 Epoch 70/100 ---------- lr: 0.0025 train loss: 3.1383 val loss: 2.7761 Epoch 71/100 ---------- lr: 0.0025 train loss: 3.1773 val loss: 2.6532 Epoch 72/100 ---------- lr: 0.0025 train loss: 3.1831 val loss: 2.7543 Epoch 73/100 ---------- lr: 0.00125 train loss: 2.8547 val loss: 2.3646 Epoch 74/100 ---------- lr: 0.00125 train loss: 2.8458 val loss: 2.3798 Epoch 75/100 ---------- lr: 0.00125 train loss: 2.9013 val loss: 2.3120 Epoch 76/100 ---------- lr: 0.00125 train loss: 2.7382 val loss: 2.2546 Epoch 77/100 ---------- lr: 0.00125 train loss: 2.6801 val loss: 2.1489 Epoch 78/100 ---------- lr: 0.00125 train loss: 2.5744 val loss: 2.0845 Epoch 79/100 ---------- lr: 0.00125 train loss: 2.5707 val loss: 2.1204 Epoch 80/100 ---------- lr: 0.00125 train loss: 2.6507 val loss: 2.1416 Epoch 81/100 ---------- lr: 0.00125 train loss: 2.6884 val loss: 2.2226 Epoch 82/100 ---------- lr: 0.00125 train loss: 2.6777 val loss: 2.1228 Epoch 83/100 ---------- lr: 0.00125 train loss: 2.6431 val loss: 2.2863 Epoch 84/100 ---------- lr: 0.00125 train loss: 2.8319 val loss: 2.3263 Epoch 85/100 ---------- lr: 0.00125 train loss: 2.8199 val loss: 2.1473 Epoch 86/100 ---------- lr: 0.00125 train loss: 2.7417 val loss: 2.1959 Epoch 87/100 ---------- lr: 0.00125 train loss: 2.7788 val loss: 2.1559 Epoch 88/100 ---------- lr: 0.00125 train loss: 2.8528 val loss: 2.5709 Epoch 89/100 ---------- lr: 0.00125 train loss: 3.0298 val loss: 2.3646 Epoch 90/100 ---------- lr: 0.00125 train loss: 2.9676 val loss: 2.4683 Epoch 91/100 ---------- lr: 0.00125 train loss: 3.1011 val loss: 2.5063 Epoch 92/100 ---------- lr: 0.00125 train loss: 3.0548 val loss: 2.3333 Epoch 93/100 ---------- lr: 0.00125 train loss: 3.1513 val loss: 2.3260 Epoch 94/100 ---------- lr: 0.000625 train loss: 2.9293 val loss: 2.3327 Epoch 95/100 ---------- lr: 0.000625 train loss: 2.8954 val loss: 2.2826 Epoch 96/100 ---------- lr: 0.000625 train loss: 2.8438 val loss: 2.2778 Epoch 97/100 ---------- lr: 0.000625 train loss: 2.8166 val loss: 2.2211 Epoch 98/100 ---------- lr: 0.000625 train loss: 2.7510 val loss: 2.2075 Epoch 99/100 ---------- lr: 0.000625 train loss: 2.6956 val loss: 2.1330 Epoch 100/100 ---------- lr: 0.000625 train loss: 2.6296 val loss: 2.1401 Training complete in 20m 2s Best val loss: 0.4102 at epoch 30 Val MSE at best epoch: 0.1512