Epoch 1/100 ---------- lr: 0.005 train loss: 12.0318 val loss: 3.5306 Epoch 2/100 ---------- lr: 0.005 train loss: 4.8598 val loss: 3.3487 Epoch 3/100 ---------- lr: 0.005 train loss: 4.2996 val loss: 2.4969 Epoch 4/100 ---------- lr: 0.005 train loss: 3.9374 val loss: 2.2431 Epoch 5/100 ---------- lr: 0.005 train loss: 3.6330 val loss: 2.2346 Epoch 6/100 ---------- lr: 0.005 train loss: 4.0556 val loss: 2.3208 Epoch 7/100 ---------- lr: 0.005 train loss: 3.4051 val loss: 1.7124 Epoch 8/100 ---------- lr: 0.005 train loss: 3.2216 val loss: 2.1599 Epoch 9/100 ---------- lr: 0.005 train loss: 3.4100 val loss: 2.2042 Epoch 10/100 ---------- lr: 0.005 train loss: 3.0372 val loss: 1.3458 Epoch 11/100 ---------- lr: 0.005 train loss: 2.8949 val loss: 1.4787 Epoch 12/100 ---------- lr: 0.005 train loss: 2.7581 val loss: 1.3453 Epoch 13/100 ---------- lr: 0.005 train loss: 2.9333 val loss: 1.4733 Epoch 14/100 ---------- lr: 0.005 train loss: 2.8180 val loss: 1.1237 Epoch 15/100 ---------- lr: 0.005 train loss: 2.7373 val loss: 1.2885 Epoch 16/100 ---------- lr: 0.005 train loss: 2.7291 val loss: 2.1692 Epoch 17/100 ---------- lr: 0.005 train loss: 2.8485 val loss: 1.0704 Epoch 18/100 ---------- lr: 0.005 train loss: 2.6904 val loss: 1.0532 Epoch 19/100 ---------- lr: 0.005 train loss: 2.4732 val loss: 1.0467 Epoch 20/100 ---------- lr: 0.005 train loss: 2.4057 val loss: 0.8896 Epoch 21/100 ---------- lr: 0.005 train loss: 2.3824 val loss: 0.9745 Epoch 22/100 ---------- lr: 0.005 train loss: 2.5031 val loss: 1.4475 Epoch 23/100 ---------- lr: 0.005 train loss: 2.7007 val loss: 1.1443 Epoch 24/100 ---------- lr: 0.005 train loss: 2.3511 val loss: 0.8497 Epoch 25/100 ---------- lr: 0.005 train loss: 2.5288 val loss: 1.3678 Epoch 26/100 ---------- lr: 0.005 train loss: 2.5525 val loss: 0.9050 Epoch 27/100 ---------- lr: 0.005 train loss: 2.2908 val loss: 0.8418 Epoch 28/100 ---------- lr: 0.005 train loss: 2.1972 val loss: 0.7720 Epoch 29/100 ---------- lr: 0.005 train loss: 2.1436 val loss: 0.7426 Epoch 30/100 ---------- lr: 0.005 train loss: 2.1387 val loss: 0.6691 Epoch 31/100 ---------- lr: 0.005 train loss: 2.1548 val loss: 0.7274 Epoch 32/100 ---------- lr: 0.005 train loss: 2.1869 val loss: 0.7319 Epoch 33/100 ---------- lr: 0.005 train loss: 2.1366 val loss: 0.7321 Epoch 34/100 ---------- lr: 0.005 train loss: 2.2715 val loss: 1.2878 Epoch 35/100 ---------- lr: 0.005 train loss: 2.3436 val loss: 0.7237 Epoch 36/100 ---------- lr: 0.005 train loss: 2.0779 val loss: 0.6712 Epoch 37/100 ---------- lr: 0.005 train loss: 2.0993 val loss: 0.9352 Epoch 38/100 ---------- lr: 0.005 train loss: 2.0707 val loss: 0.6088 Epoch 39/100 ---------- lr: 0.005 train loss: 2.0009 val loss: 0.6273 Epoch 40/100 ---------- lr: 0.005 train loss: 2.0201 val loss: 0.5926 Epoch 41/100 ---------- lr: 0.005 train loss: 2.1241 val loss: 0.8390 Epoch 42/100 ---------- lr: 0.005 train loss: 2.4140 val loss: 0.8494 Epoch 43/100 ---------- lr: 0.005 train loss: 2.1260 val loss: 0.6160 Epoch 44/100 ---------- lr: 0.005 train loss: 1.9829 val loss: 0.5925 Epoch 45/100 ---------- lr: 0.005 train loss: 1.9651 val loss: 0.7681 Epoch 46/100 ---------- lr: 0.005 train loss: 1.9798 val loss: 0.5536 Epoch 47/100 ---------- lr: 0.005 train loss: 1.9583 val loss: 0.6981 Epoch 48/100 ---------- lr: 0.005 train loss: 2.0468 val loss: 0.6448 Epoch 49/100 ---------- lr: 0.005 train loss: 1.9488 val loss: 0.5400 Epoch 50/100 ---------- lr: 0.005 train loss: 2.1094 val loss: 0.6978 Epoch 51/100 ---------- lr: 0.005 train loss: 2.0889 val loss: 0.5832 Epoch 52/100 ---------- lr: 0.005 train loss: 2.2583 val loss: 0.7414 Epoch 53/100 ---------- lr: 0.005 train loss: 2.0642 val loss: 0.6322 Epoch 54/100 ---------- lr: 0.005 train loss: 1.9797 val loss: 0.6130 Epoch 55/100 ---------- lr: 0.005 train loss: 1.9472 val loss: 0.5121 Epoch 56/100 ---------- lr: 0.005 train loss: 1.9174 val loss: 0.5407 Epoch 57/100 ---------- lr: 0.005 train loss: 1.8981 val loss: 0.4793 Epoch 58/100 ---------- lr: 0.005 train loss: 1.9334 val loss: 0.5457 Epoch 59/100 ---------- lr: 0.005 train loss: 1.8975 val loss: 0.6213 Epoch 60/100 ---------- lr: 0.005 train loss: 1.9330 val loss: 0.5677 Epoch 61/100 ---------- lr: 0.005 train loss: 2.3984 val loss: 0.6911 Epoch 62/100 ---------- lr: 0.005 train loss: 2.0638 val loss: 0.5746 Epoch 63/100 ---------- lr: 0.005 train loss: 1.8991 val loss: 0.5192 Epoch 64/100 ---------- lr: 0.005 train loss: 1.8734 val loss: 0.4714 Epoch 65/100 ---------- lr: 0.005 train loss: 1.8727 val loss: 0.5116 Epoch 66/100 ---------- lr: 0.005 train loss: 1.8587 val loss: 0.4975 Epoch 67/100 ---------- lr: 0.005 train loss: 1.9841 val loss: 1.3425 Epoch 68/100 ---------- lr: 0.005 train loss: 2.9394 val loss: 1.0838 Epoch 69/100 ---------- lr: 0.005 train loss: 2.2700 val loss: 0.6979 Epoch 70/100 ---------- lr: 0.005 train loss: 2.0316 val loss: 0.5932 Epoch 71/100 ---------- lr: 0.005 train loss: 1.9592 val loss: 0.5568 Epoch 72/100 ---------- lr: 0.005 train loss: 1.9328 val loss: 0.5746 Epoch 73/100 ---------- lr: 0.005 train loss: 1.9180 val loss: 0.5750 Epoch 74/100 ---------- lr: 0.005 train loss: 1.8946 val loss: 0.6320 Epoch 75/100 ---------- lr: 0.005 train loss: 2.0149 val loss: 0.6991 Epoch 76/100 ---------- lr: 0.005 train loss: 1.9568 val loss: 0.5222 Epoch 77/100 ---------- lr: 0.005 train loss: 1.9725 val loss: 0.6028 Epoch 78/100 ---------- lr: 0.005 train loss: 1.9547 val loss: 0.6019 Epoch 79/100 ---------- lr: 0.005 train loss: 1.9997 val loss: 0.5839 Epoch 80/100 ---------- lr: 0.005 train loss: 1.9109 val loss: 0.6222 Epoch 81/100 ---------- lr: 0.005 train loss: 1.8696 val loss: 0.4714 Epoch 82/100 ---------- lr: 0.005 train loss: 1.8558 val loss: 0.4889 Epoch 83/100 ---------- lr: 0.005 train loss: 2.0115 val loss: 0.7549 Epoch 84/100 ---------- lr: 0.005 train loss: 2.3354 val loss: 0.6917 Epoch 85/100 ---------- lr: 0.005 train loss: 2.0638 val loss: 0.5914 Epoch 86/100 ---------- lr: 0.0025 train loss: 1.9112 val loss: 0.5520 Epoch 87/100 ---------- lr: 0.0025 train loss: 1.8635 val loss: 0.5001 Epoch 88/100 ---------- lr: 0.0025 train loss: 1.8480 val loss: 0.4895 Epoch 89/100 ---------- lr: 0.0025 train loss: 1.8273 val loss: 0.4622 Epoch 90/100 ---------- lr: 0.0025 train loss: 1.8812 val loss: 0.5623 Epoch 91/100 ---------- lr: 0.0025 train loss: 1.8396 val loss: 0.4843 Epoch 92/100 ---------- lr: 0.0025 train loss: 1.8270 val loss: 0.4832 Epoch 93/100 ---------- lr: 0.0025 train loss: 1.7974 val loss: 0.4739 Epoch 94/100 ---------- lr: 0.0025 train loss: 1.7925 val loss: 0.4403 Epoch 95/100 ---------- lr: 0.0025 train loss: 1.7926 val loss: 0.4309 Epoch 96/100 ---------- lr: 0.0025 train loss: 1.7915 val loss: 0.4214 Epoch 97/100 ---------- lr: 0.0025 train loss: 1.7777 val loss: 0.4243 Epoch 98/100 ---------- lr: 0.0025 train loss: 1.8286 val loss: 0.4859 Epoch 99/100 ---------- lr: 0.0025 train loss: 1.8026 val loss: 0.4696 Epoch 100/100 ---------- lr: 0.0025 train loss: 1.7749 val loss: 0.4194 Training complete in 15m 22s Best val loss: 0.4194 at epoch 100 Val MSE at best epoch: 0.1776