Epoch 1/100 ---------- lr: 0.005 train loss: 8.6944 val loss: 3.3862 Epoch 2/100 ---------- lr: 0.005 train loss: 5.1380 val loss: 3.1902 Epoch 3/100 ---------- lr: 0.005 train loss: 3.8599 val loss: 2.7727 Epoch 4/100 ---------- lr: 0.005 train loss: 3.3505 val loss: 2.3254 Epoch 5/100 ---------- lr: 0.005 train loss: 3.1048 val loss: 2.0100 Epoch 6/100 ---------- lr: 0.005 train loss: 3.2462 val loss: 2.2705 Epoch 7/100 ---------- lr: 0.005 train loss: 2.6737 val loss: 1.8879 Epoch 8/100 ---------- lr: 0.005 train loss: 2.4054 val loss: 1.6600 Epoch 9/100 ---------- lr: 0.005 train loss: 2.3446 val loss: 1.5999 Epoch 10/100 ---------- lr: 0.005 train loss: 2.2226 val loss: 1.4738 Epoch 11/100 ---------- lr: 0.005 train loss: 2.0460 val loss: 1.5359 Epoch 12/100 ---------- lr: 0.005 train loss: 2.0341 val loss: 1.0486 Epoch 13/100 ---------- lr: 0.005 train loss: 1.9169 val loss: 1.2318 Epoch 14/100 ---------- lr: 0.005 train loss: 1.9024 val loss: 0.9542 Epoch 15/100 ---------- lr: 0.005 train loss: 2.2175 val loss: 1.1496 Epoch 16/100 ---------- lr: 0.005 train loss: 1.9685 val loss: 1.8245 Epoch 17/100 ---------- lr: 0.005 train loss: 2.4590 val loss: 1.1698 Epoch 18/100 ---------- lr: 0.005 train loss: 1.7372 val loss: 0.8549 Epoch 19/100 ---------- lr: 0.005 train loss: 1.5456 val loss: 1.0196 Epoch 20/100 ---------- lr: 0.005 train loss: 1.5604 val loss: 1.0160 Epoch 21/100 ---------- lr: 0.005 train loss: 1.4691 val loss: 0.7044 Epoch 22/100 ---------- lr: 0.005 train loss: 1.4097 val loss: 0.7577 Epoch 23/100 ---------- lr: 0.005 train loss: 1.5335 val loss: 1.0082 Epoch 24/100 ---------- lr: 0.005 train loss: 1.6748 val loss: 0.8307 Epoch 25/100 ---------- lr: 0.005 train loss: 1.5578 val loss: 0.8960 Epoch 26/100 ---------- lr: 0.005 train loss: 1.4532 val loss: 1.2998 Epoch 27/100 ---------- lr: 0.005 train loss: 1.6510 val loss: 0.6703 Epoch 28/100 ---------- lr: 0.005 train loss: 1.3584 val loss: 0.6079 Epoch 29/100 ---------- lr: 0.005 train loss: 1.3176 val loss: 0.5119 Epoch 30/100 ---------- lr: 0.005 train loss: 1.2652 val loss: 0.5645 Epoch 31/100 ---------- lr: 0.005 train loss: 1.3740 val loss: 0.6801 Epoch 32/100 ---------- lr: 0.005 train loss: 1.3205 val loss: 0.4946 Epoch 33/100 ---------- lr: 0.005 train loss: 1.4724 val loss: 1.2661 Epoch 34/100 ---------- lr: 0.005 train loss: 1.4487 val loss: 0.4834 Epoch 35/100 ---------- lr: 0.005 train loss: 1.5932 val loss: 0.9736 Epoch 36/100 ---------- lr: 0.005 train loss: 1.5065 val loss: 0.5424 Epoch 37/100 ---------- lr: 0.005 train loss: 1.2488 val loss: 0.5098 Epoch 38/100 ---------- lr: 0.005 train loss: 1.1698 val loss: 0.4114 Epoch 39/100 ---------- lr: 0.005 train loss: 1.1526 val loss: 0.4649 Epoch 40/100 ---------- lr: 0.005 train loss: 1.1468 val loss: 0.5441 Epoch 41/100 ---------- lr: 0.005 train loss: 1.2033 val loss: 0.4163 Epoch 42/100 ---------- lr: 0.005 train loss: 1.2738 val loss: 0.4908 Epoch 43/100 ---------- lr: 0.005 train loss: 1.2867 val loss: 0.8505 Epoch 44/100 ---------- lr: 0.005 train loss: 1.2303 val loss: 0.3934 Epoch 45/100 ---------- lr: 0.005 train loss: 1.1311 val loss: 0.3639 Epoch 46/100 ---------- lr: 0.005 train loss: 1.0792 val loss: 0.4091 Epoch 47/100 ---------- lr: 0.005 train loss: 1.1999 val loss: 0.5150 Epoch 48/100 ---------- lr: 0.005 train loss: 1.0785 val loss: 0.3846 Epoch 49/100 ---------- lr: 0.005 train loss: 1.1559 val loss: 0.5252 Epoch 50/100 ---------- lr: 0.005 train loss: 1.1726 val loss: 0.3496 Epoch 51/100 ---------- lr: 0.005 train loss: 1.1692 val loss: 0.5012 Epoch 52/100 ---------- lr: 0.005 train loss: 1.0881 val loss: 0.3811 Epoch 53/100 ---------- lr: 0.005 train loss: 1.1329 val loss: 0.4131 Epoch 54/100 ---------- lr: 0.005 train loss: 1.1020 val loss: 0.5447 Epoch 55/100 ---------- lr: 0.005 train loss: 1.1270 val loss: 0.3663 Epoch 56/100 ---------- lr: 0.005 train loss: 1.1187 val loss: 0.5056 Epoch 57/100 ---------- lr: 0.005 train loss: 1.3914 val loss: 0.8354 Epoch 58/100 ---------- lr: 0.005 train loss: 1.5559 val loss: 1.2817 Epoch 59/100 ---------- lr: 0.005 train loss: 2.0116 val loss: 1.6145 Epoch 60/100 ---------- lr: 0.005 train loss: 3.4549 val loss: 3.3918 Epoch 61/100 ---------- lr: 0.005 train loss: 3.9884 val loss: 3.0679 Epoch 62/100 ---------- lr: 0.005 train loss: 3.6249 val loss: 2.9146 Epoch 63/100 ---------- lr: 0.005 train loss: 3.4142 val loss: 2.3156 Epoch 64/100 ---------- lr: 0.005 train loss: 3.4054 val loss: 2.7713 Epoch 65/100 ---------- lr: 0.005 train loss: 3.9863 val loss: 4.0350 Epoch 66/100 ---------- lr: 0.005 train loss: 5.2762 val loss: 4.1706 Epoch 67/100 ---------- lr: 0.005 train loss: 5.6400 val loss: 4.9188 Epoch 68/100 ---------- lr: 0.005 train loss: 6.2383 val loss: 4.5811 Epoch 69/100 ---------- lr: 0.005 train loss: 5.1801 val loss: 3.9782 Epoch 70/100 ---------- lr: 0.005 train loss: 4.9471 val loss: 3.5159 Epoch 71/100 ---------- lr: 0.005 train loss: 4.5910 val loss: 3.8265 Epoch 72/100 ---------- lr: 0.0025 train loss: 4.1340 val loss: 3.1325 Epoch 73/100 ---------- lr: 0.0025 train loss: 3.9282 val loss: 2.8921 Epoch 74/100 ---------- lr: 0.0025 train loss: 4.2269 val loss: 3.9494 Epoch 75/100 ---------- lr: 0.0025 train loss: 4.4578 val loss: 3.6896 Epoch 76/100 ---------- lr: 0.0025 train loss: 4.2479 val loss: 3.1774 Epoch 77/100 ---------- lr: 0.0025 train loss: 4.0719 val loss: 3.0538 Epoch 78/100 ---------- lr: 0.0025 train loss: 4.1378 val loss: 3.4285 Epoch 79/100 ---------- lr: 0.0025 train loss: 4.0989 val loss: 2.9961 Epoch 80/100 ---------- lr: 0.0025 train loss: 3.9302 val loss: 3.1814 Epoch 81/100 ---------- lr: 0.0025 train loss: 3.8853 val loss: 2.8223 Epoch 82/100 ---------- lr: 0.0025 train loss: 3.8285 val loss: 2.7786 Epoch 83/100 ---------- lr: 0.0025 train loss: 3.7106 val loss: 2.6905 Epoch 84/100 ---------- lr: 0.0025 train loss: 3.5948 val loss: 2.7335 Epoch 85/100 ---------- lr: 0.0025 train loss: 3.4604 val loss: 2.6060 Epoch 86/100 ---------- lr: 0.0025 train loss: 3.4602 val loss: 2.7387 Epoch 87/100 ---------- lr: 0.0025 train loss: 3.4590 val loss: 2.5077 Epoch 88/100 ---------- lr: 0.0025 train loss: 3.4933 val loss: 2.5932 Epoch 89/100 ---------- lr: 0.0025 train loss: 3.4864 val loss: 2.6955 Epoch 90/100 ---------- lr: 0.0025 train loss: 3.6198 val loss: 2.7529 Epoch 91/100 ---------- lr: 0.0025 train loss: 3.5705 val loss: 2.6372 Epoch 92/100 ---------- lr: 0.0025 train loss: 3.4057 val loss: 2.6339 Epoch 93/100 ---------- lr: 0.00125 train loss: 3.3065 val loss: 2.5173 Epoch 94/100 ---------- lr: 0.00125 train loss: 3.3462 val loss: 2.5218 Epoch 95/100 ---------- lr: 0.00125 train loss: 3.2732 val loss: 2.6251 Epoch 96/100 ---------- lr: 0.00125 train loss: 3.2475 val loss: 2.6218 Epoch 97/100 ---------- lr: 0.00125 train loss: 3.2458 val loss: 2.5874 Epoch 98/100 ---------- lr: 0.00125 train loss: 3.2753 val loss: 2.6241 Epoch 99/100 ---------- lr: 0.00125 train loss: 3.2633 val loss: 2.6978 Epoch 100/100 ---------- lr: 0.00125 train loss: 3.2753 val loss: 2.5078 Training complete in 13m 4s Best val loss: 0.3496 at epoch 50 Val MSE at best epoch: 0.1481