Epoch 1/100 ---------- lr: 0.005 train loss: 7.9338 val loss: 4.8589 Epoch 2/100 ---------- lr: 0.005 train loss: 4.0837 val loss: 2.6347 Epoch 3/100 ---------- lr: 0.005 train loss: 3.3247 val loss: 2.7759 Epoch 4/100 ---------- lr: 0.005 train loss: 2.9175 val loss: 2.3248 Epoch 5/100 ---------- lr: 0.005 train loss: 2.5652 val loss: 2.2503 Epoch 6/100 ---------- lr: 0.005 train loss: 2.3395 val loss: 1.8632 Epoch 7/100 ---------- lr: 0.005 train loss: 2.4058 val loss: 1.4538 Epoch 8/100 ---------- lr: 0.005 train loss: 1.8637 val loss: 1.2994 Epoch 9/100 ---------- lr: 0.005 train loss: 2.0284 val loss: 3.4123 Epoch 10/100 ---------- lr: 0.005 train loss: 2.2431 val loss: 1.5672 Epoch 11/100 ---------- lr: 0.005 train loss: 1.5739 val loss: 0.9127 Epoch 12/100 ---------- lr: 0.005 train loss: 1.2893 val loss: 0.9157 Epoch 13/100 ---------- lr: 0.005 train loss: 1.1963 val loss: 0.7117 Epoch 14/100 ---------- lr: 0.005 train loss: 1.1557 val loss: 0.8899 Epoch 15/100 ---------- lr: 0.005 train loss: 1.3717 val loss: 0.9624 Epoch 16/100 ---------- lr: 0.005 train loss: 1.6049 val loss: 1.5679 Epoch 17/100 ---------- lr: 0.005 train loss: 1.4293 val loss: 0.6524 Epoch 18/100 ---------- lr: 0.005 train loss: 1.0796 val loss: 0.7272 Epoch 19/100 ---------- lr: 0.005 train loss: 1.0225 val loss: 0.5937 Epoch 20/100 ---------- lr: 0.005 train loss: 0.9455 val loss: 0.4713 Epoch 21/100 ---------- lr: 0.005 train loss: 0.8911 val loss: 0.4726 Epoch 22/100 ---------- lr: 0.005 train loss: 0.8755 val loss: 0.5790 Epoch 23/100 ---------- lr: 0.005 train loss: 1.2776 val loss: 1.1282 Epoch 24/100 ---------- lr: 0.005 train loss: 1.6152 val loss: 0.7694 Epoch 25/100 ---------- lr: 0.005 train loss: 1.0106 val loss: 0.4598 Epoch 26/100 ---------- lr: 0.005 train loss: 0.8150 val loss: 0.4279 Epoch 27/100 ---------- lr: 0.005 train loss: 0.8196 val loss: 0.3721 Epoch 28/100 ---------- lr: 0.005 train loss: 0.7698 val loss: 0.3795 Epoch 29/100 ---------- lr: 0.005 train loss: 0.8132 val loss: 0.4457 Epoch 30/100 ---------- lr: 0.005 train loss: 0.7778 val loss: 0.4177 Epoch 31/100 ---------- lr: 0.005 train loss: 0.7667 val loss: 0.6015 Epoch 32/100 ---------- lr: 0.005 train loss: 1.2915 val loss: 1.3919 Epoch 33/100 ---------- lr: 0.005 train loss: 1.2596 val loss: 0.4630 Epoch 34/100 ---------- lr: 0.005 train loss: 0.8298 val loss: 0.3865 Epoch 35/100 ---------- lr: 0.005 train loss: 0.7186 val loss: 0.3080 Epoch 36/100 ---------- lr: 0.005 train loss: 0.6555 val loss: 0.2940 Epoch 37/100 ---------- lr: 0.005 train loss: 0.7604 val loss: 0.5462 Epoch 38/100 ---------- lr: 0.005 train loss: 0.7310 val loss: 0.3578 Epoch 39/100 ---------- lr: 0.005 train loss: 1.5432 val loss: 1.4331 Epoch 40/100 ---------- lr: 0.005 train loss: 1.2714 val loss: 0.8537 Epoch 41/100 ---------- lr: 0.005 train loss: 1.3516 val loss: 1.1884 Epoch 42/100 ---------- lr: 0.005 train loss: 1.8584 val loss: 1.0904 Epoch 43/100 ---------- lr: 0.005 train loss: 1.3281 val loss: 0.7433 Epoch 44/100 ---------- lr: 0.005 train loss: 1.0636 val loss: 0.9216 Epoch 45/100 ---------- lr: 0.005 train loss: 1.0357 val loss: 0.4789 Epoch 46/100 ---------- lr: 0.005 train loss: 0.9225 val loss: 0.5762 Epoch 47/100 ---------- lr: 0.005 train loss: 0.9115 val loss: 0.5365 Epoch 48/100 ---------- lr: 0.005 train loss: 0.8477 val loss: 0.3955 Epoch 49/100 ---------- lr: 0.005 train loss: 0.8978 val loss: 0.6920 Epoch 50/100 ---------- lr: 0.005 train loss: 1.0338 val loss: 0.6356 Epoch 51/100 ---------- lr: 0.005 train loss: 0.9257 val loss: 0.6232 Epoch 52/100 ---------- lr: 0.005 train loss: 2.3288 val loss: 2.5464 Epoch 53/100 ---------- lr: 0.005 train loss: 8.0180 val loss: 6.5290 Epoch 54/100 ---------- lr: 0.005 train loss: 7.1086 val loss: 6.0077 Epoch 55/100 ---------- lr: 0.005 train loss: 7.1598 val loss: 6.6887 Epoch 56/100 ---------- lr: 0.005 train loss: 7.9368 val loss: 6.0975 Epoch 57/100 ---------- lr: 0.005 train loss: 6.5462 val loss: 5.4326 Epoch 58/100 ---------- lr: 0.0025 train loss: 5.2245 val loss: 4.3358 Epoch 59/100 ---------- lr: 0.0025 train loss: 4.6961 val loss: 4.3708 Epoch 60/100 ---------- lr: 0.0025 train loss: 4.5250 val loss: 4.1004 Epoch 61/100 ---------- lr: 0.0025 train loss: 4.5201 val loss: 3.9977 Epoch 62/100 ---------- lr: 0.0025 train loss: 4.4853 val loss: 4.1253 Epoch 63/100 ---------- lr: 0.0025 train loss: 4.3132 val loss: 3.9454 Epoch 64/100 ---------- lr: 0.0025 train loss: 4.3095 val loss: 4.0429 Epoch 65/100 ---------- lr: 0.0025 train loss: 4.2157 val loss: 3.6615 Epoch 66/100 ---------- lr: 0.0025 train loss: 4.0254 val loss: 3.6487 Epoch 67/100 ---------- lr: 0.0025 train loss: 4.1866 val loss: 3.9384 Epoch 68/100 ---------- lr: 0.0025 train loss: 4.2446 val loss: 3.7587 Epoch 69/100 ---------- lr: 0.0025 train loss: 4.3263 val loss: 3.4517 Epoch 70/100 ---------- lr: 0.0025 train loss: 4.1218 val loss: 4.0924 Epoch 71/100 ---------- lr: 0.0025 train loss: 4.8599 val loss: 4.2469 Epoch 72/100 ---------- lr: 0.0025 train loss: 5.0048 val loss: 4.5555 Epoch 73/100 ---------- lr: 0.0025 train loss: 4.7568 val loss: 3.7870 Epoch 74/100 ---------- lr: 0.0025 train loss: 4.3562 val loss: 3.5644 Epoch 75/100 ---------- lr: 0.0025 train loss: 4.1412 val loss: 3.4104 Epoch 76/100 ---------- lr: 0.0025 train loss: 4.0432 val loss: 3.2385 Epoch 77/100 ---------- lr: 0.0025 train loss: 4.0045 val loss: 3.3045 Epoch 78/100 ---------- lr: 0.0025 train loss: 3.9014 val loss: 3.3996 Epoch 79/100 ---------- lr: 0.00125 train loss: 3.6217 val loss: 3.1239 Epoch 80/100 ---------- lr: 0.00125 train loss: 3.7486 val loss: 3.2930 Epoch 81/100 ---------- lr: 0.00125 train loss: 3.6367 val loss: 3.0665 Epoch 82/100 ---------- lr: 0.00125 train loss: 3.6063 val loss: 3.0036 Epoch 83/100 ---------- lr: 0.00125 train loss: 3.5769 val loss: 2.9906 Epoch 84/100 ---------- lr: 0.00125 train loss: 3.4772 val loss: 3.0402 Epoch 85/100 ---------- lr: 0.00125 train loss: 3.5060 val loss: 2.9134 Epoch 86/100 ---------- lr: 0.00125 train loss: 3.4579 val loss: 2.8834 Epoch 87/100 ---------- lr: 0.00125 train loss: 3.3497 val loss: 2.8560 Epoch 88/100 ---------- lr: 0.00125 train loss: 3.2869 val loss: 2.8169 Epoch 89/100 ---------- lr: 0.00125 train loss: 3.2543 val loss: 2.7497 Epoch 90/100 ---------- lr: 0.00125 train loss: 3.2384 val loss: 2.8089 Epoch 91/100 ---------- lr: 0.00125 train loss: 3.2307 val loss: 2.7510 Epoch 92/100 ---------- lr: 0.00125 train loss: 3.1851 val loss: 2.7310 Epoch 93/100 ---------- lr: 0.00125 train loss: 3.1973 val loss: 2.6759 Epoch 94/100 ---------- lr: 0.00125 train loss: 3.1658 val loss: 2.6527 Epoch 95/100 ---------- lr: 0.00125 train loss: 3.1882 val loss: 2.8139 Epoch 96/100 ---------- lr: 0.00125 train loss: 3.5044 val loss: 3.0035 Epoch 97/100 ---------- lr: 0.00125 train loss: 3.4268 val loss: 2.7868 Epoch 98/100 ---------- lr: 0.00125 train loss: 3.2774 val loss: 2.7057 Epoch 99/100 ---------- lr: 0.00125 train loss: 3.1671 val loss: 2.6659 Epoch 100/100 ---------- lr: 0.000625 train loss: 3.0643 val loss: 2.6232 Training complete in 20m 15s Best val loss: 0.2940 at epoch 36 Val MSE at best epoch: 0.1251