Epoch 1/100 ---------- lr: 0.01 train loss: 15.3714 val loss: 4.0390 Epoch 2/100 ---------- lr: 0.01 train loss: 5.1917 val loss: 3.0143 Epoch 3/100 ---------- lr: 0.01 train loss: 4.3390 val loss: 3.3938 Epoch 4/100 ---------- lr: 0.01 train loss: 3.6983 val loss: 2.3973 Epoch 5/100 ---------- lr: 0.01 train loss: 3.1545 val loss: 2.6279 Epoch 6/100 ---------- lr: 0.01 train loss: 3.0519 val loss: 2.1580 Epoch 7/100 ---------- lr: 0.01 train loss: 2.5038 val loss: 1.4903 Epoch 8/100 ---------- lr: 0.01 train loss: 2.3782 val loss: 1.5708 Epoch 9/100 ---------- lr: 0.01 train loss: 2.2018 val loss: 1.3946 Epoch 10/100 ---------- lr: 0.01 train loss: 2.3453 val loss: 1.5670 Epoch 11/100 ---------- lr: 0.01 train loss: 2.3476 val loss: 1.4824 Epoch 12/100 ---------- lr: 0.01 train loss: 2.1564 val loss: 1.7319 Epoch 13/100 ---------- lr: 0.01 train loss: 2.1825 val loss: 1.3119 Epoch 14/100 ---------- lr: 0.01 train loss: 1.8046 val loss: 1.4038 Epoch 15/100 ---------- lr: 0.01 train loss: 2.1418 val loss: 2.2891 Epoch 16/100 ---------- lr: 0.01 train loss: 6.9753 val loss: 9.8707 Epoch 17/100 ---------- lr: 0.01 train loss: 11.9363 val loss: 14.8844 Epoch 18/100 ---------- lr: 0.01 train loss: 10.9197 val loss: 8.2524 Epoch 19/100 ---------- lr: 0.01 train loss: 9.3203 val loss: 7.6790 Epoch 20/100 ---------- lr: 0.01 train loss: 7.8366 val loss: 6.4561 Epoch 21/100 ---------- lr: 0.01 train loss: 6.7705 val loss: 5.6909 Epoch 22/100 ---------- lr: 0.01 train loss: 6.0973 val loss: 5.4189 Epoch 23/100 ---------- lr: 0.01 train loss: 6.0772 val loss: 5.1968 Epoch 24/100 ---------- lr: 0.01 train loss: 5.8218 val loss: 4.7136 Epoch 25/100 ---------- lr: 0.01 train loss: 5.4955 val loss: 4.5383 Epoch 26/100 ---------- lr: 0.01 train loss: 5.3147 val loss: 4.8201 Epoch 27/100 ---------- lr: 0.01 train loss: 5.2149 val loss: 5.0425 Epoch 28/100 ---------- lr: 0.01 train loss: 5.0817 val loss: 4.5680 Epoch 29/100 ---------- lr: 0.01 train loss: 5.5754 val loss: 4.7811 Epoch 30/100 ---------- lr: 0.01 train loss: 5.5533 val loss: 6.1484 Epoch 31/100 ---------- lr: 0.01 train loss: 6.7911 val loss: 6.6966 Epoch 32/100 ---------- lr: 0.01 train loss: 6.5312 val loss: 5.0173 Epoch 33/100 ---------- lr: 0.01 train loss: 6.0463 val loss: 4.9868 Epoch 34/100 ---------- lr: 0.01 train loss: 6.8917 val loss: 7.4815 Epoch 35/100 ---------- lr: 0.005 train loss: 6.6800 val loss: 5.5638 Epoch 36/100 ---------- lr: 0.005 train loss: 5.8089 val loss: 4.8942 Epoch 37/100 ---------- lr: 0.005 train loss: 5.5681 val loss: 5.0204 Epoch 38/100 ---------- lr: 0.005 train loss: 6.1163 val loss: 5.2562 Epoch 39/100 ---------- lr: 0.005 train loss: 5.9367 val loss: 4.8718 Epoch 40/100 ---------- lr: 0.005 train loss: 5.7657 val loss: 4.7009 Epoch 41/100 ---------- lr: 0.005 train loss: 5.4661 val loss: 4.6524 Epoch 42/100 ---------- lr: 0.005 train loss: 5.4706 val loss: 4.8437 Epoch 43/100 ---------- lr: 0.005 train loss: 5.6397 val loss: 4.3573 Epoch 44/100 ---------- lr: 0.005 train loss: 5.1856 val loss: 4.6507 Epoch 45/100 ---------- lr: 0.005 train loss: 5.0935 val loss: 4.0985 Epoch 46/100 ---------- lr: 0.005 train loss: 4.9539 val loss: 4.2090 Epoch 47/100 ---------- lr: 0.005 train loss: 4.6662 val loss: 4.2970 Epoch 48/100 ---------- lr: 0.005 train loss: 4.7270 val loss: 4.5993 Epoch 49/100 ---------- lr: 0.005 train loss: 4.8037 val loss: 4.0768 Epoch 50/100 ---------- lr: 0.005 train loss: 4.6102 val loss: 3.9141 Epoch 51/100 ---------- lr: 0.005 train loss: 4.3114 val loss: 3.6306 Epoch 52/100 ---------- lr: 0.005 train loss: 4.2526 val loss: 4.0883 Epoch 53/100 ---------- lr: 0.005 train loss: 4.5089 val loss: 3.8636 Epoch 54/100 ---------- lr: 0.005 train loss: 4.3151 val loss: 3.3134 Epoch 55/100 ---------- lr: 0.005 train loss: 4.1165 val loss: 3.3079 Epoch 56/100 ---------- lr: 0.0025 train loss: 3.7413 val loss: 3.0998 Epoch 57/100 ---------- lr: 0.0025 train loss: 3.6675 val loss: 3.0799 Epoch 58/100 ---------- lr: 0.0025 train loss: 3.6016 val loss: 2.9719 Epoch 59/100 ---------- lr: 0.0025 train loss: 3.5481 val loss: 3.1009 Epoch 60/100 ---------- lr: 0.0025 train loss: 3.5742 val loss: 3.0991 Epoch 61/100 ---------- lr: 0.0025 train loss: 3.4730 val loss: 3.0758 Epoch 62/100 ---------- lr: 0.0025 train loss: 3.5938 val loss: 3.3291 Epoch 63/100 ---------- lr: 0.0025 train loss: 3.5004 val loss: 3.1158 Epoch 64/100 ---------- lr: 0.0025 train loss: 3.4581 val loss: 3.1133 Epoch 65/100 ---------- lr: 0.0025 train loss: 3.4560 val loss: 2.8798 Epoch 66/100 ---------- lr: 0.0025 train loss: 3.3986 val loss: 2.9170 Epoch 67/100 ---------- lr: 0.0025 train loss: 3.3518 val loss: 2.9582 Epoch 68/100 ---------- lr: 0.0025 train loss: 3.3005 val loss: 2.8090 Epoch 69/100 ---------- lr: 0.0025 train loss: 3.4305 val loss: 3.1667 Epoch 70/100 ---------- lr: 0.0025 train loss: 3.5762 val loss: 3.1174 Epoch 71/100 ---------- lr: 0.0025 train loss: 3.7173 val loss: 3.4204 Epoch 72/100 ---------- lr: 0.0025 train loss: 3.9142 val loss: 3.1635 Epoch 73/100 ---------- lr: 0.0025 train loss: 3.6787 val loss: 3.0922 Epoch 74/100 ---------- lr: 0.0025 train loss: 3.5135 val loss: 2.9177 Epoch 75/100 ---------- lr: 0.0025 train loss: 3.4715 val loss: 2.8058 Epoch 76/100 ---------- lr: 0.0025 train loss: 3.3765 val loss: 2.7829 Epoch 77/100 ---------- lr: 0.00125 train loss: 3.2158 val loss: 2.6750 Epoch 78/100 ---------- lr: 0.00125 train loss: 3.1587 val loss: 2.7274 Epoch 79/100 ---------- lr: 0.00125 train loss: 3.1071 val loss: 2.5888 Epoch 80/100 ---------- lr: 0.00125 train loss: 3.0843 val loss: 2.5676 Epoch 81/100 ---------- lr: 0.00125 train loss: 3.0117 val loss: 2.5029 Epoch 82/100 ---------- lr: 0.00125 train loss: 3.0205 val loss: 2.5156 Epoch 83/100 ---------- lr: 0.00125 train loss: 2.9570 val loss: 2.5034 Epoch 84/100 ---------- lr: 0.00125 train loss: 2.9903 val loss: 2.4889 Epoch 85/100 ---------- lr: 0.00125 train loss: 2.8981 val loss: 2.4571 Epoch 86/100 ---------- lr: 0.00125 train loss: 2.8816 val loss: 2.3864 Epoch 87/100 ---------- lr: 0.00125 train loss: 2.8757 val loss: 2.4483 Epoch 88/100 ---------- lr: 0.00125 train loss: 2.8326 val loss: 2.4492 Epoch 89/100 ---------- lr: 0.00125 train loss: 2.8076 val loss: 2.4530 Epoch 90/100 ---------- lr: 0.00125 train loss: 2.8127 val loss: 2.4533 Epoch 91/100 ---------- lr: 0.00125 train loss: 2.8078 val loss: 2.4151 Epoch 92/100 ---------- lr: 0.00125 train loss: 2.8296 val loss: 2.3706 Epoch 93/100 ---------- lr: 0.00125 train loss: 2.8689 val loss: 2.2980 Epoch 94/100 ---------- lr: 0.00125 train loss: 2.8126 val loss: 2.2714 Epoch 95/100 ---------- lr: 0.00125 train loss: 2.8323 val loss: 2.4183 Epoch 96/100 ---------- lr: 0.00125 train loss: 2.8034 val loss: 2.2969 Epoch 97/100 ---------- lr: 0.00125 train loss: 2.8061 val loss: 2.2281 Epoch 98/100 ---------- lr: 0.000625 train loss: 2.7606 val loss: 2.2146 Epoch 99/100 ---------- lr: 0.000625 train loss: 2.6758 val loss: 2.1855 Epoch 100/100 ---------- lr: 0.000625 train loss: 2.6859 val loss: 2.2401 Training complete in 33m 3s Best val loss: 1.3119 at epoch 13 Val MSE at best epoch: 0.5461