Epoch 1/100 ---------- lr: 0.01 train loss: 40.3572 val loss: 18.1925 Epoch 2/100 ---------- lr: 0.01 train loss: 12.5645 val loss: 7.9956 Epoch 3/100 ---------- lr: 0.01 train loss: 13.3129 val loss: 9.2535 Epoch 4/100 ---------- lr: 0.01 train loss: 8.3687 val loss: 6.2319 Epoch 5/100 ---------- lr: 0.01 train loss: 7.7274 val loss: 6.1538 Epoch 6/100 ---------- lr: 0.01 train loss: 6.3228 val loss: 5.0077 Epoch 7/100 ---------- lr: 0.01 train loss: 5.1816 val loss: 4.1064 Epoch 8/100 ---------- lr: 0.01 train loss: 4.9535 val loss: 3.7857 Epoch 9/100 ---------- lr: 0.01 train loss: 4.5091 val loss: 3.3667 Epoch 10/100 ---------- lr: 0.01 train loss: 4.1156 val loss: 2.8821 Epoch 11/100 ---------- lr: 0.01 train loss: 4.0778 val loss: 2.9805 Epoch 12/100 ---------- lr: 0.01 train loss: 4.5110 val loss: 3.4750 Epoch 13/100 ---------- lr: 0.01 train loss: 4.8647 val loss: 5.4439 Epoch 14/100 ---------- lr: 0.01 train loss: 4.7022 val loss: 3.5260 Epoch 15/100 ---------- lr: 0.01 train loss: 4.0894 val loss: 2.9470 Epoch 16/100 ---------- lr: 0.01 train loss: 3.8176 val loss: 3.1833 Epoch 17/100 ---------- lr: 0.01 train loss: 3.9672 val loss: 2.8806 Epoch 18/100 ---------- lr: 0.01 train loss: 3.6917 val loss: 2.6358 Epoch 19/100 ---------- lr: 0.01 train loss: 3.5696 val loss: 2.5163 Epoch 20/100 ---------- lr: 0.01 train loss: 3.4309 val loss: 2.6073 Epoch 21/100 ---------- lr: 0.01 train loss: 3.3132 val loss: 2.4317 Epoch 22/100 ---------- lr: 0.01 train loss: 3.2786 val loss: 2.8983 Epoch 23/100 ---------- lr: 0.01 train loss: 3.7851 val loss: 3.8076 Epoch 24/100 ---------- lr: 0.01 train loss: 3.9631 val loss: 2.5401 Epoch 25/100 ---------- lr: 0.01 train loss: 4.1075 val loss: 3.2032 Epoch 26/100 ---------- lr: 0.01 train loss: 4.8842 val loss: 4.9791 Epoch 27/100 ---------- lr: 0.01 train loss: 5.3722 val loss: 4.5923 Epoch 28/100 ---------- lr: 0.01 train loss: 5.1115 val loss: 4.2272 Epoch 29/100 ---------- lr: 0.01 train loss: 8.3887 val loss: 6.9498 Epoch 30/100 ---------- lr: 0.01 train loss: 7.9511 val loss: 7.2481 Epoch 31/100 ---------- lr: 0.01 train loss: 8.3592 val loss: 7.0266 Epoch 32/100 ---------- lr: 0.01 train loss: 7.5214 val loss: 5.8559 Epoch 33/100 ---------- lr: 0.01 train loss: 7.1420 val loss: 5.4028 Epoch 34/100 ---------- lr: 0.01 train loss: 6.6177 val loss: 4.8666 Epoch 35/100 ---------- lr: 0.01 train loss: 6.3274 val loss: 4.9328 Epoch 36/100 ---------- lr: 0.01 train loss: 6.5146 val loss: 5.4985 Epoch 37/100 ---------- lr: 0.01 train loss: 7.0429 val loss: 5.4046 Epoch 38/100 ---------- lr: 0.01 train loss: 6.1611 val loss: 5.0548 Epoch 39/100 ---------- lr: 0.01 train loss: 5.9887 val loss: 4.4266 Epoch 40/100 ---------- lr: 0.01 train loss: 5.6870 val loss: 4.4829 Epoch 41/100 ---------- lr: 0.01 train loss: 5.2080 val loss: 4.0186 Epoch 42/100 ---------- lr: 0.01 train loss: 4.9660 val loss: 3.9978 Epoch 43/100 ---------- lr: 0.005 train loss: 4.3865 val loss: 3.5527 Epoch 44/100 ---------- lr: 0.005 train loss: 4.6897 val loss: 4.3218 Epoch 45/100 ---------- lr: 0.005 train loss: 4.7650 val loss: 4.3134 Epoch 46/100 ---------- lr: 0.005 train loss: 4.9243 val loss: 4.4881 Epoch 47/100 ---------- lr: 0.005 train loss: 4.8698 val loss: 3.8512 Epoch 48/100 ---------- lr: 0.005 train loss: 4.4431 val loss: 3.3603 Epoch 49/100 ---------- lr: 0.005 train loss: 4.3328 val loss: 3.4760 Epoch 50/100 ---------- lr: 0.005 train loss: 4.1564 val loss: 3.5874 Epoch 51/100 ---------- lr: 0.005 train loss: 4.1045 val loss: 3.6626 Epoch 52/100 ---------- lr: 0.005 train loss: 3.9772 val loss: 3.2621 Epoch 53/100 ---------- lr: 0.005 train loss: 4.0839 val loss: 3.2862 Epoch 54/100 ---------- lr: 0.005 train loss: 4.0239 val loss: 3.3594 Epoch 55/100 ---------- lr: 0.005 train loss: 4.1013 val loss: 3.3846 Epoch 56/100 ---------- lr: 0.005 train loss: 5.1077 val loss: 4.2878 Epoch 57/100 ---------- lr: 0.005 train loss: 4.9655 val loss: 4.1885 Epoch 58/100 ---------- lr: 0.005 train loss: 4.6479 val loss: 3.6024 Epoch 59/100 ---------- lr: 0.005 train loss: 4.3311 val loss: 3.7404 Epoch 60/100 ---------- lr: 0.005 train loss: 4.3524 val loss: 3.4290 Epoch 61/100 ---------- lr: 0.005 train loss: 4.2752 val loss: 3.6902 Epoch 62/100 ---------- lr: 0.005 train loss: 4.0430 val loss: 3.3712 Epoch 63/100 ---------- lr: 0.005 train loss: 4.0770 val loss: 3.3970 Epoch 64/100 ---------- lr: 0.0025 train loss: 3.9446 val loss: 3.2725 Epoch 65/100 ---------- lr: 0.0025 train loss: 3.8032 val loss: 3.3125 Epoch 66/100 ---------- lr: 0.0025 train loss: 3.8229 val loss: 3.1293 Epoch 67/100 ---------- lr: 0.0025 train loss: 3.6828 val loss: 3.0442 Epoch 68/100 ---------- lr: 0.0025 train loss: 3.7508 val loss: 2.9979 Epoch 69/100 ---------- lr: 0.0025 train loss: 3.6895 val loss: 2.9259 Epoch 70/100 ---------- lr: 0.0025 train loss: 3.5265 val loss: 2.8666 Epoch 71/100 ---------- lr: 0.0025 train loss: 3.5001 val loss: 3.1121 Epoch 72/100 ---------- lr: 0.0025 train loss: 3.6147 val loss: 2.9944 Epoch 73/100 ---------- lr: 0.0025 train loss: 3.5266 val loss: 2.9602 Epoch 74/100 ---------- lr: 0.0025 train loss: 3.4690 val loss: 3.0274 Epoch 75/100 ---------- lr: 0.0025 train loss: 3.3883 val loss: 3.0490 Epoch 76/100 ---------- lr: 0.0025 train loss: 3.4234 val loss: 3.1130 Epoch 77/100 ---------- lr: 0.0025 train loss: 3.6403 val loss: 3.2612 Epoch 78/100 ---------- lr: 0.0025 train loss: 3.5874 val loss: 2.9021 Epoch 79/100 ---------- lr: 0.0025 train loss: 3.5422 val loss: 2.9194 Epoch 80/100 ---------- lr: 0.0025 train loss: 3.5861 val loss: 2.9844 Epoch 81/100 ---------- lr: 0.0025 train loss: 3.4517 val loss: 2.9961 Epoch 82/100 ---------- lr: 0.0025 train loss: 3.5370 val loss: 3.0145 Epoch 83/100 ---------- lr: 0.0025 train loss: 3.4852 val loss: 2.9911 Epoch 84/100 ---------- lr: 0.0025 train loss: 3.5378 val loss: 2.9191 Epoch 85/100 ---------- lr: 0.00125 train loss: 3.4004 val loss: 2.7907 Epoch 86/100 ---------- lr: 0.00125 train loss: 3.3433 val loss: 2.8013 Epoch 87/100 ---------- lr: 0.00125 train loss: 3.2761 val loss: 2.7436 Epoch 88/100 ---------- lr: 0.00125 train loss: 3.2270 val loss: 2.8169 Epoch 89/100 ---------- lr: 0.00125 train loss: 3.2126 val loss: 2.6520 Epoch 90/100 ---------- lr: 0.00125 train loss: 3.1795 val loss: 2.5978 Epoch 91/100 ---------- lr: 0.00125 train loss: 3.1437 val loss: 2.5333 Epoch 92/100 ---------- lr: 0.00125 train loss: 3.0975 val loss: 2.5095 Epoch 93/100 ---------- lr: 0.00125 train loss: 3.0638 val loss: 2.5700 Epoch 94/100 ---------- lr: 0.00125 train loss: 3.1100 val loss: 2.4598 Epoch 95/100 ---------- lr: 0.00125 train loss: 3.0131 val loss: 2.4834 Epoch 96/100 ---------- lr: 0.00125 train loss: 3.0016 val loss: 2.6480 Epoch 97/100 ---------- lr: 0.00125 train loss: 3.0215 val loss: 2.6342 Epoch 98/100 ---------- lr: 0.00125 train loss: 2.9790 val loss: 2.4803 Epoch 99/100 ---------- lr: 0.00125 train loss: 2.9423 val loss: 2.4394 Epoch 100/100 ---------- lr: 0.00125 train loss: 2.9176 val loss: 2.4300 Training complete in 23m 52s Best val loss: 2.4300 at epoch 100 Val MSE at best epoch: 0.8195