Epoch 1/100 ---------- lr: 0.01 train loss: 10.2768 val loss: 4.6735 Epoch 2/100 ---------- lr: 0.01 train loss: 4.3833 val loss: 3.5747 Epoch 3/100 ---------- lr: 0.01 train loss: 3.6889 val loss: 2.6734 Epoch 4/100 ---------- lr: 0.01 train loss: 3.0802 val loss: 2.4037 Epoch 5/100 ---------- lr: 0.01 train loss: 2.7787 val loss: 3.3100 Epoch 6/100 ---------- lr: 0.01 train loss: 2.8550 val loss: 2.3919 Epoch 7/100 ---------- lr: 0.01 train loss: 2.3558 val loss: 1.7520 Epoch 8/100 ---------- lr: 0.01 train loss: 2.0206 val loss: 1.8485 Epoch 9/100 ---------- lr: 0.01 train loss: 2.0327 val loss: 1.6624 Epoch 10/100 ---------- lr: 0.01 train loss: 2.3773 val loss: 1.6302 Epoch 11/100 ---------- lr: 0.01 train loss: 2.0023 val loss: 1.4911 Epoch 12/100 ---------- lr: 0.01 train loss: 1.7188 val loss: 1.0450 Epoch 13/100 ---------- lr: 0.01 train loss: 1.5763 val loss: 1.3999 Epoch 14/100 ---------- lr: 0.01 train loss: 1.5533 val loss: 1.0788 Epoch 15/100 ---------- lr: 0.01 train loss: 1.5203 val loss: 1.0633 Epoch 16/100 ---------- lr: 0.01 train loss: 1.3948 val loss: 0.8539 Epoch 17/100 ---------- lr: 0.01 train loss: 1.6084 val loss: 2.0018 Epoch 18/100 ---------- lr: 0.01 train loss: 1.7289 val loss: 0.9273 Epoch 19/100 ---------- lr: 0.01 train loss: 1.2573 val loss: 0.7292 Epoch 20/100 ---------- lr: 0.01 train loss: 1.2553 val loss: 0.8538 Epoch 21/100 ---------- lr: 0.01 train loss: 1.2148 val loss: 0.7739 Epoch 22/100 ---------- lr: 0.01 train loss: 1.1743 val loss: 1.0008 Epoch 23/100 ---------- lr: 0.01 train loss: 1.4453 val loss: 1.5589 Epoch 24/100 ---------- lr: 0.01 train loss: 1.5662 val loss: 0.7344 Epoch 25/100 ---------- lr: 0.01 train loss: 1.0848 val loss: 0.5753 Epoch 26/100 ---------- lr: 0.01 train loss: 1.0426 val loss: 0.5908 Epoch 27/100 ---------- lr: 0.01 train loss: 1.0400 val loss: 0.6640 Epoch 28/100 ---------- lr: 0.01 train loss: 0.9898 val loss: 0.5786 Epoch 29/100 ---------- lr: 0.01 train loss: 0.9893 val loss: 0.7205 Epoch 30/100 ---------- lr: 0.01 train loss: 2.6085 val loss: 2.6469 Epoch 31/100 ---------- lr: 0.01 train loss: 2.5229 val loss: 1.8992 Epoch 32/100 ---------- lr: 0.01 train loss: 4.0733 val loss: 5.1372 Epoch 33/100 ---------- lr: 0.01 train loss: 4.0283 val loss: 3.2409 Epoch 34/100 ---------- lr: 0.01 train loss: 3.3867 val loss: 3.9099 Epoch 35/100 ---------- lr: 0.01 train loss: 4.5634 val loss: 5.5267 Epoch 36/100 ---------- lr: 0.01 train loss: 8.1596 val loss: 6.5547 Epoch 37/100 ---------- lr: 0.01 train loss: 6.2912 val loss: 5.2004 Epoch 38/100 ---------- lr: 0.01 train loss: 5.7750 val loss: 6.5199 Epoch 39/100 ---------- lr: 0.01 train loss: 10.5900 val loss: 10.0829 Epoch 40/100 ---------- lr: 0.01 train loss: 10.9888 val loss: 10.0088 Epoch 41/100 ---------- lr: 0.01 train loss: 9.3817 val loss: 7.9291 Epoch 42/100 ---------- lr: 0.01 train loss: 9.5691 val loss: 8.9129 Epoch 43/100 ---------- lr: 0.01 train loss: 10.7133 val loss: 9.2279 Epoch 44/100 ---------- lr: 0.01 train loss: 9.6747 val loss: 9.2933 Epoch 45/100 ---------- lr: 0.01 train loss: 10.0547 val loss: 10.1665 Epoch 46/100 ---------- lr: 0.01 train loss: 10.5324 val loss: 9.3308 Epoch 47/100 ---------- lr: 0.005 train loss: 9.2245 val loss: 8.3132 Epoch 48/100 ---------- lr: 0.005 train loss: 9.0946 val loss: 8.7783 Epoch 49/100 ---------- lr: 0.005 train loss: 9.2472 val loss: 8.6667 Epoch 50/100 ---------- lr: 0.005 train loss: 8.9238 val loss: 8.1807 Epoch 51/100 ---------- lr: 0.005 train loss: 8.5208 val loss: 7.9664 Epoch 52/100 ---------- lr: 0.005 train loss: 8.4866 val loss: 7.7277 Epoch 53/100 ---------- lr: 0.005 train loss: 8.2690 val loss: 7.3942 Epoch 54/100 ---------- lr: 0.005 train loss: 7.9261 val loss: 7.4034 Epoch 55/100 ---------- lr: 0.005 train loss: 7.7075 val loss: 7.2093 Epoch 56/100 ---------- lr: 0.005 train loss: 7.6211 val loss: 6.9538 Epoch 57/100 ---------- lr: 0.005 train loss: 7.5163 val loss: 7.3028 Epoch 58/100 ---------- lr: 0.005 train loss: 7.5415 val loss: 6.8783 Epoch 59/100 ---------- lr: 0.005 train loss: 7.2924 val loss: 6.8685 Epoch 60/100 ---------- lr: 0.005 train loss: 7.2166 val loss: 6.7256 Epoch 61/100 ---------- lr: 0.005 train loss: 7.6537 val loss: 8.0058 Epoch 62/100 ---------- lr: 0.005 train loss: 9.5162 val loss: 9.2127 Epoch 63/100 ---------- lr: 0.005 train loss: 9.3010 val loss: 8.5314 Epoch 64/100 ---------- lr: 0.005 train loss: 8.6305 val loss: 7.7159 Epoch 65/100 ---------- lr: 0.005 train loss: 8.3829 val loss: 8.4302 Epoch 66/100 ---------- lr: 0.005 train loss: 8.6371 val loss: 7.8620 Epoch 67/100 ---------- lr: 0.005 train loss: 8.4053 val loss: 7.9293 Epoch 68/100 ---------- lr: 0.0025 train loss: 8.0249 val loss: 7.5545 Epoch 69/100 ---------- lr: 0.0025 train loss: 7.6803 val loss: 7.1611 Epoch 70/100 ---------- lr: 0.0025 train loss: 7.5505 val loss: 7.1053 Epoch 71/100 ---------- lr: 0.0025 train loss: 7.4714 val loss: 7.0109 Epoch 72/100 ---------- lr: 0.0025 train loss: 7.4141 val loss: 7.1718 Epoch 73/100 ---------- lr: 0.0025 train loss: 7.3414 val loss: 6.9167 Epoch 74/100 ---------- lr: 0.0025 train loss: 7.2940 val loss: 6.9507 Epoch 75/100 ---------- lr: 0.0025 train loss: 7.1296 val loss: 6.8711 Epoch 76/100 ---------- lr: 0.0025 train loss: 7.1327 val loss: 6.8418 Epoch 77/100 ---------- lr: 0.0025 train loss: 7.1487 val loss: 6.8252 Epoch 78/100 ---------- lr: 0.0025 train loss: 7.3247 val loss: 6.8839 Epoch 79/100 ---------- lr: 0.0025 train loss: 7.2170 val loss: 6.7938 Epoch 80/100 ---------- lr: 0.0025 train loss: 7.1611 val loss: 6.9581 Epoch 81/100 ---------- lr: 0.0025 train loss: 7.2029 val loss: 6.7898 Epoch 82/100 ---------- lr: 0.0025 train loss: 7.1799 val loss: 6.9285 Epoch 83/100 ---------- lr: 0.0025 train loss: 7.2717 val loss: 6.7542 Epoch 84/100 ---------- lr: 0.0025 train loss: 7.3092 val loss: 6.7284 Epoch 85/100 ---------- lr: 0.0025 train loss: 7.2390 val loss: 6.7015 Epoch 86/100 ---------- lr: 0.0025 train loss: 7.2155 val loss: 6.8647 Epoch 87/100 ---------- lr: 0.0025 train loss: 7.0932 val loss: 6.5923 Epoch 88/100 ---------- lr: 0.0025 train loss: 7.2213 val loss: 6.9328 Epoch 89/100 ---------- lr: 0.00125 train loss: 7.1733 val loss: 6.7182 Epoch 90/100 ---------- lr: 0.00125 train loss: 7.0895 val loss: 6.7665 Epoch 91/100 ---------- lr: 0.00125 train loss: 7.0646 val loss: 6.8662 Epoch 92/100 ---------- lr: 0.00125 train loss: 7.0631 val loss: 6.7605 Epoch 93/100 ---------- lr: 0.00125 train loss: 7.0414 val loss: 6.7777 Epoch 94/100 ---------- lr: 0.00125 train loss: 7.0058 val loss: 6.7091 Epoch 95/100 ---------- lr: 0.00125 train loss: 6.9459 val loss: 6.8673 Epoch 96/100 ---------- lr: 0.00125 train loss: 6.8950 val loss: 6.6359 Epoch 97/100 ---------- lr: 0.00125 train loss: 6.8847 val loss: 6.6861 Epoch 98/100 ---------- lr: 0.00125 train loss: 6.9141 val loss: 6.7360 Epoch 99/100 ---------- lr: 0.00125 train loss: 6.8950 val loss: 6.5824 Epoch 100/100 ---------- lr: 0.00125 train loss: 6.9022 val loss: 6.4699 Training complete in 10m 27s Best val loss: 0.5753 at epoch 25 Val MSE at best epoch: 0.2084