Epoch 1/100 ---------- lr: 0.01 train loss: 6.4821 val loss: 3.7997 Epoch 2/100 ---------- lr: 0.01 train loss: 3.7295 val loss: 2.9483 Epoch 3/100 ---------- lr: 0.01 train loss: 2.8296 val loss: 2.2088 Epoch 4/100 ---------- lr: 0.01 train loss: 2.4660 val loss: 2.1199 Epoch 5/100 ---------- lr: 0.01 train loss: 2.3356 val loss: 2.8332 Epoch 6/100 ---------- lr: 0.01 train loss: 2.1831 val loss: 1.4446 Epoch 7/100 ---------- lr: 0.01 train loss: 1.9768 val loss: 1.2066 Epoch 8/100 ---------- lr: 0.01 train loss: 1.8660 val loss: 1.0694 Epoch 9/100 ---------- lr: 0.01 train loss: 1.6728 val loss: 1.1005 Epoch 10/100 ---------- lr: 0.01 train loss: 1.4693 val loss: 0.8957 Epoch 11/100 ---------- lr: 0.01 train loss: 1.4188 val loss: 1.0325 Epoch 12/100 ---------- lr: 0.01 train loss: 1.7591 val loss: 1.1550 Epoch 13/100 ---------- lr: 0.01 train loss: 1.4957 val loss: 1.0628 Epoch 14/100 ---------- lr: 0.01 train loss: 1.2531 val loss: 0.8198 Epoch 15/100 ---------- lr: 0.01 train loss: 1.1319 val loss: 0.5914 Epoch 16/100 ---------- lr: 0.01 train loss: 1.1798 val loss: 0.8648 Epoch 17/100 ---------- lr: 0.01 train loss: 1.0990 val loss: 0.6130 Epoch 18/100 ---------- lr: 0.01 train loss: 1.3691 val loss: 1.1406 Epoch 19/100 ---------- lr: 0.01 train loss: 1.3358 val loss: 0.8290 Epoch 20/100 ---------- lr: 0.01 train loss: 1.4708 val loss: 0.7296 Epoch 21/100 ---------- lr: 0.01 train loss: 1.0819 val loss: 0.6839 Epoch 22/100 ---------- lr: 0.01 train loss: 1.3509 val loss: 0.7365 Epoch 23/100 ---------- lr: 0.01 train loss: 1.1821 val loss: 1.8589 Epoch 24/100 ---------- lr: 0.01 train loss: 1.3895 val loss: 0.7333 Epoch 25/100 ---------- lr: 0.01 train loss: 1.0021 val loss: 0.5519 Epoch 26/100 ---------- lr: 0.01 train loss: 1.0423 val loss: 0.5942 Epoch 27/100 ---------- lr: 0.01 train loss: 0.9641 val loss: 0.7882 Epoch 28/100 ---------- lr: 0.01 train loss: 0.9142 val loss: 0.5042 Epoch 29/100 ---------- lr: 0.01 train loss: 0.9212 val loss: 0.6963 Epoch 30/100 ---------- lr: 0.01 train loss: 0.9140 val loss: 0.6464 Epoch 31/100 ---------- lr: 0.01 train loss: 0.9779 val loss: 0.6278 Epoch 32/100 ---------- lr: 0.01 train loss: 0.9830 val loss: 0.5486 Epoch 33/100 ---------- lr: 0.01 train loss: 0.9022 val loss: 0.4694 Epoch 34/100 ---------- lr: 0.01 train loss: 1.0355 val loss: 0.6577 Epoch 35/100 ---------- lr: 0.01 train loss: 0.8565 val loss: 0.4650 Epoch 36/100 ---------- lr: 0.01 train loss: 0.8201 val loss: 0.5163 Epoch 37/100 ---------- lr: 0.01 train loss: 0.8667 val loss: 0.8461 Epoch 38/100 ---------- lr: 0.01 train loss: 0.8847 val loss: 0.5295 Epoch 39/100 ---------- lr: 0.01 train loss: 0.7930 val loss: 0.4852 Epoch 40/100 ---------- lr: 0.01 train loss: 0.9692 val loss: 0.5924 Epoch 41/100 ---------- lr: 0.01 train loss: 0.9716 val loss: 0.4532 Epoch 42/100 ---------- lr: 0.01 train loss: 0.8001 val loss: 0.4311 Epoch 43/100 ---------- lr: 0.01 train loss: 0.7739 val loss: 0.4315 Epoch 44/100 ---------- lr: 0.01 train loss: 0.7775 val loss: 0.4655 Epoch 45/100 ---------- lr: 0.01 train loss: 1.9097 val loss: 4.8722 Epoch 46/100 ---------- lr: 0.01 train loss: 7.6265 val loss: 6.1008 Epoch 47/100 ---------- lr: 0.01 train loss: 9.5869 val loss: 9.1104 Epoch 48/100 ---------- lr: 0.01 train loss: 8.4244 val loss: 7.5205 Epoch 49/100 ---------- lr: 0.01 train loss: 8.2060 val loss: 7.7469 Epoch 50/100 ---------- lr: 0.01 train loss: 7.7237 val loss: 6.6147 Epoch 51/100 ---------- lr: 0.01 train loss: 6.9154 val loss: 6.4021 Epoch 52/100 ---------- lr: 0.01 train loss: 6.7699 val loss: 7.5169 Epoch 53/100 ---------- lr: 0.01 train loss: 7.8170 val loss: 6.7239 Epoch 54/100 ---------- lr: 0.01 train loss: 7.2195 val loss: 6.9156 Epoch 55/100 ---------- lr: 0.01 train loss: 6.9492 val loss: 6.1669 Epoch 56/100 ---------- lr: 0.01 train loss: 8.6109 val loss: 8.2638 Epoch 57/100 ---------- lr: 0.01 train loss: 8.8986 val loss: 7.6741 Epoch 58/100 ---------- lr: 0.01 train loss: 8.0574 val loss: 7.6157 Epoch 59/100 ---------- lr: 0.01 train loss: 7.8777 val loss: 7.7667 Epoch 60/100 ---------- lr: 0.01 train loss: 9.6613 val loss: 9.4663 Epoch 61/100 ---------- lr: 0.01 train loss: 11.3537 val loss: 9.5411 Epoch 62/100 ---------- lr: 0.01 train loss: 9.1139 val loss: 7.6581 Epoch 63/100 ---------- lr: 0.01 train loss: 9.0491 val loss: 8.1955 Epoch 64/100 ---------- lr: 0.005 train loss: 8.5404 val loss: 7.2048 Epoch 65/100 ---------- lr: 0.005 train loss: 8.1308 val loss: 7.2171 Epoch 66/100 ---------- lr: 0.005 train loss: 7.9053 val loss: 6.8767 Epoch 67/100 ---------- lr: 0.005 train loss: 7.6396 val loss: 6.7953 Epoch 68/100 ---------- lr: 0.005 train loss: 7.3636 val loss: 6.5333 Epoch 69/100 ---------- lr: 0.005 train loss: 7.0638 val loss: 6.1923 Epoch 70/100 ---------- lr: 0.005 train loss: 6.9000 val loss: 6.4963 Epoch 71/100 ---------- lr: 0.005 train loss: 6.8451 val loss: 6.3410 Epoch 72/100 ---------- lr: 0.005 train loss: 6.7684 val loss: 6.0379 Epoch 73/100 ---------- lr: 0.005 train loss: 6.6050 val loss: 6.2891 Epoch 74/100 ---------- lr: 0.005 train loss: 6.7043 val loss: 6.2491 Epoch 75/100 ---------- lr: 0.005 train loss: 6.7782 val loss: 6.1780 Epoch 76/100 ---------- lr: 0.005 train loss: 6.7774 val loss: 5.9219 Epoch 77/100 ---------- lr: 0.005 train loss: 6.6141 val loss: 5.8150 Epoch 78/100 ---------- lr: 0.005 train loss: 6.5044 val loss: 5.7407 Epoch 79/100 ---------- lr: 0.005 train loss: 6.4864 val loss: 5.7196 Epoch 80/100 ---------- lr: 0.005 train loss: 6.4054 val loss: 6.1941 Epoch 81/100 ---------- lr: 0.005 train loss: 6.5284 val loss: 5.8969 Epoch 82/100 ---------- lr: 0.005 train loss: 6.4343 val loss: 5.6228 Epoch 83/100 ---------- lr: 0.005 train loss: 6.4189 val loss: 5.7409 Epoch 84/100 ---------- lr: 0.005 train loss: 6.4302 val loss: 5.7328 Epoch 85/100 ---------- lr: 0.0025 train loss: 6.2373 val loss: 5.6691 Epoch 86/100 ---------- lr: 0.0025 train loss: 6.1805 val loss: 5.6387 Epoch 87/100 ---------- lr: 0.0025 train loss: 6.1087 val loss: 5.5899 Epoch 88/100 ---------- lr: 0.0025 train loss: 6.0468 val loss: 5.5092 Epoch 89/100 ---------- lr: 0.0025 train loss: 5.9939 val loss: 5.5029 Epoch 90/100 ---------- lr: 0.0025 train loss: 6.0464 val loss: 5.5753 Epoch 91/100 ---------- lr: 0.0025 train loss: 6.0027 val loss: 5.3923 Epoch 92/100 ---------- lr: 0.0025 train loss: 5.9576 val loss: 5.3742 Epoch 93/100 ---------- lr: 0.0025 train loss: 5.9684 val loss: 5.3401 Epoch 94/100 ---------- lr: 0.0025 train loss: 5.9042 val loss: 5.3126 Epoch 95/100 ---------- lr: 0.0025 train loss: 5.8588 val loss: 5.2660 Epoch 96/100 ---------- lr: 0.0025 train loss: 5.8688 val loss: 5.2494 Epoch 97/100 ---------- lr: 0.0025 train loss: 5.8475 val loss: 5.2664 Epoch 98/100 ---------- lr: 0.0025 train loss: 5.8498 val loss: 5.1221 Epoch 99/100 ---------- lr: 0.0025 train loss: 5.8072 val loss: 5.0226 Epoch 100/100 ---------- lr: 0.0025 train loss: 5.7560 val loss: 5.1460 Training complete in 8m 38s Best val loss: 0.4311 at epoch 42 Val MSE at best epoch: 0.1835