Epoch 1/100 ---------- lr: 0.01 train loss: 7.8087 val loss: 3.7767 Epoch 2/100 ---------- lr: 0.01 train loss: 4.2238 val loss: 4.5045 Epoch 3/100 ---------- lr: 0.01 train loss: 3.7319 val loss: 2.3892 Epoch 4/100 ---------- lr: 0.01 train loss: 3.1088 val loss: 2.1745 Epoch 5/100 ---------- lr: 0.01 train loss: 2.7880 val loss: 1.6800 Epoch 6/100 ---------- lr: 0.01 train loss: 2.3791 val loss: 2.1002 Epoch 7/100 ---------- lr: 0.01 train loss: 2.7268 val loss: 1.7342 Epoch 8/100 ---------- lr: 0.01 train loss: 2.2384 val loss: 1.6983 Epoch 9/100 ---------- lr: 0.01 train loss: 2.2731 val loss: 1.5090 Epoch 10/100 ---------- lr: 0.01 train loss: 2.2404 val loss: 1.4096 Epoch 11/100 ---------- lr: 0.01 train loss: 1.9049 val loss: 1.2263 Epoch 12/100 ---------- lr: 0.01 train loss: 1.6664 val loss: 0.9778 Epoch 13/100 ---------- lr: 0.01 train loss: 1.7643 val loss: 1.1242 Epoch 14/100 ---------- lr: 0.01 train loss: 1.6966 val loss: 0.8461 Epoch 15/100 ---------- lr: 0.01 train loss: 1.5024 val loss: 0.9467 Epoch 16/100 ---------- lr: 0.01 train loss: 1.5163 val loss: 1.3695 Epoch 17/100 ---------- lr: 0.01 train loss: 1.3692 val loss: 1.0443 Epoch 18/100 ---------- lr: 0.01 train loss: 5.5493 val loss: 11.7029 Epoch 19/100 ---------- lr: 0.01 train loss: 8.6480 val loss: 6.6613 Epoch 20/100 ---------- lr: 0.01 train loss: 7.9934 val loss: 7.4041 Epoch 21/100 ---------- lr: 0.01 train loss: 7.3043 val loss: 5.3351 Epoch 22/100 ---------- lr: 0.01 train loss: 6.4132 val loss: 5.1800 Epoch 23/100 ---------- lr: 0.01 train loss: 5.6019 val loss: 4.4842 Epoch 24/100 ---------- lr: 0.01 train loss: 5.1636 val loss: 4.2761 Epoch 25/100 ---------- lr: 0.01 train loss: 5.1324 val loss: 4.0009 Epoch 26/100 ---------- lr: 0.01 train loss: 4.8724 val loss: 4.2385 Epoch 27/100 ---------- lr: 0.01 train loss: 4.6278 val loss: 4.0427 Epoch 28/100 ---------- lr: 0.01 train loss: 4.6890 val loss: 3.7654 Epoch 29/100 ---------- lr: 0.01 train loss: 4.5386 val loss: 4.0544 Epoch 30/100 ---------- lr: 0.01 train loss: 4.2960 val loss: 3.7427 Epoch 31/100 ---------- lr: 0.01 train loss: 4.2976 val loss: 3.8830 Epoch 32/100 ---------- lr: 0.01 train loss: 4.4542 val loss: 3.7088 Epoch 33/100 ---------- lr: 0.01 train loss: 4.4175 val loss: 4.1098 Epoch 34/100 ---------- lr: 0.01 train loss: 4.7084 val loss: 3.6583 Epoch 35/100 ---------- lr: 0.01 train loss: 4.3739 val loss: 3.5853 Epoch 36/100 ---------- lr: 0.005 train loss: 3.9975 val loss: 3.7246 Epoch 37/100 ---------- lr: 0.005 train loss: 3.9629 val loss: 3.2166 Epoch 38/100 ---------- lr: 0.005 train loss: 3.7860 val loss: 3.2597 Epoch 39/100 ---------- lr: 0.005 train loss: 3.6533 val loss: 3.1954 Epoch 40/100 ---------- lr: 0.005 train loss: 3.6428 val loss: 3.2820 Epoch 41/100 ---------- lr: 0.005 train loss: 3.9129 val loss: 3.3261 Epoch 42/100 ---------- lr: 0.005 train loss: 3.8100 val loss: 2.9688 Epoch 43/100 ---------- lr: 0.005 train loss: 3.7191 val loss: 3.2872 Epoch 44/100 ---------- lr: 0.005 train loss: 4.0026 val loss: 3.5858 Epoch 45/100 ---------- lr: 0.005 train loss: 4.0213 val loss: 3.1315 Epoch 46/100 ---------- lr: 0.005 train loss: 4.0843 val loss: 3.1672 Epoch 47/100 ---------- lr: 0.005 train loss: 3.8051 val loss: 3.0607 Epoch 48/100 ---------- lr: 0.005 train loss: 3.7570 val loss: 3.1640 Epoch 49/100 ---------- lr: 0.005 train loss: 4.6540 val loss: 4.3827 Epoch 50/100 ---------- lr: 0.005 train loss: 4.6292 val loss: 3.6496 Epoch 51/100 ---------- lr: 0.005 train loss: 4.2757 val loss: 3.9118 Epoch 52/100 ---------- lr: 0.005 train loss: 4.1910 val loss: 3.3312 Epoch 53/100 ---------- lr: 0.005 train loss: 3.9331 val loss: 3.2864 Epoch 54/100 ---------- lr: 0.005 train loss: 3.8262 val loss: 3.1121 Epoch 55/100 ---------- lr: 0.005 train loss: 3.7341 val loss: 3.1689 Epoch 56/100 ---------- lr: 0.005 train loss: 3.6563 val loss: 3.3296 Epoch 57/100 ---------- lr: 0.0025 train loss: 3.4545 val loss: 2.8457 Epoch 58/100 ---------- lr: 0.0025 train loss: 3.4235 val loss: 2.9815 Epoch 59/100 ---------- lr: 0.0025 train loss: 3.3653 val loss: 2.6907 Epoch 60/100 ---------- lr: 0.0025 train loss: 3.3431 val loss: 2.9518 Epoch 61/100 ---------- lr: 0.0025 train loss: 3.3956 val loss: 2.7585 Epoch 62/100 ---------- lr: 0.0025 train loss: 3.3136 val loss: 2.8027 Epoch 63/100 ---------- lr: 0.0025 train loss: 3.2973 val loss: 2.7902 Epoch 64/100 ---------- lr: 0.0025 train loss: 3.2746 val loss: 2.7636 Epoch 65/100 ---------- lr: 0.0025 train loss: 3.3151 val loss: 2.8810 Epoch 66/100 ---------- lr: 0.0025 train loss: 3.3635 val loss: 2.7462 Epoch 67/100 ---------- lr: 0.0025 train loss: 3.2381 val loss: 2.7309 Epoch 68/100 ---------- lr: 0.0025 train loss: 3.2744 val loss: 2.7323 Epoch 69/100 ---------- lr: 0.0025 train loss: 3.2828 val loss: 2.6378 Epoch 70/100 ---------- lr: 0.0025 train loss: 3.1834 val loss: 2.6311 Epoch 71/100 ---------- lr: 0.0025 train loss: 3.1776 val loss: 2.6342 Epoch 72/100 ---------- lr: 0.0025 train loss: 3.1605 val loss: 2.5185 Epoch 73/100 ---------- lr: 0.0025 train loss: 3.1244 val loss: 2.6073 Epoch 74/100 ---------- lr: 0.0025 train loss: 3.1008 val loss: 2.5128 Epoch 75/100 ---------- lr: 0.0025 train loss: 3.0824 val loss: 2.4870 Epoch 76/100 ---------- lr: 0.0025 train loss: 3.1738 val loss: 2.5654 Epoch 77/100 ---------- lr: 0.0025 train loss: 3.2292 val loss: 2.8317 Epoch 78/100 ---------- lr: 0.00125 train loss: 3.2332 val loss: 2.7583 Epoch 79/100 ---------- lr: 0.00125 train loss: 3.1818 val loss: 2.7452 Epoch 80/100 ---------- lr: 0.00125 train loss: 3.1453 val loss: 2.6575 Epoch 81/100 ---------- lr: 0.00125 train loss: 3.0690 val loss: 2.6707 Epoch 82/100 ---------- lr: 0.00125 train loss: 3.0878 val loss: 2.7137 Epoch 83/100 ---------- lr: 0.00125 train loss: 3.1144 val loss: 2.6585 Epoch 84/100 ---------- lr: 0.00125 train loss: 3.1105 val loss: 2.7297 Epoch 85/100 ---------- lr: 0.00125 train loss: 3.0092 val loss: 2.5727 Epoch 86/100 ---------- lr: 0.00125 train loss: 3.0533 val loss: 2.4838 Epoch 87/100 ---------- lr: 0.00125 train loss: 3.0409 val loss: 2.5554 Epoch 88/100 ---------- lr: 0.00125 train loss: 2.9374 val loss: 2.4878 Epoch 89/100 ---------- lr: 0.00125 train loss: 2.9174 val loss: 2.4099 Epoch 90/100 ---------- lr: 0.00125 train loss: 2.9060 val loss: 2.5470 Epoch 91/100 ---------- lr: 0.00125 train loss: 2.8782 val loss: 2.4005 Epoch 92/100 ---------- lr: 0.00125 train loss: 2.8427 val loss: 2.4014 Epoch 93/100 ---------- lr: 0.00125 train loss: 2.8178 val loss: 2.4040 Epoch 94/100 ---------- lr: 0.00125 train loss: 2.7721 val loss: 2.2509 Epoch 95/100 ---------- lr: 0.00125 train loss: 2.7653 val loss: 2.3265 Epoch 96/100 ---------- lr: 0.00125 train loss: 2.7525 val loss: 2.2659 Epoch 97/100 ---------- lr: 0.00125 train loss: 2.7229 val loss: 2.2334 Epoch 98/100 ---------- lr: 0.00125 train loss: 2.7277 val loss: 2.2630 Epoch 99/100 ---------- lr: 0.000625 train loss: 2.6614 val loss: 2.2387 Epoch 100/100 ---------- lr: 0.000625 train loss: 2.6290 val loss: 2.1923 Training complete in 18m 45s Best val loss: 0.8461 at epoch 14 Val MSE at best epoch: 0.3604