Epoch 1/100 ---------- lr: 0.01 train loss: 10.8393 val loss: 3.4681 Epoch 2/100 ---------- lr: 0.01 train loss: 5.1727 val loss: 3.0740 Epoch 3/100 ---------- lr: 0.01 train loss: 5.2568 val loss: 2.7090 Epoch 4/100 ---------- lr: 0.01 train loss: 4.1706 val loss: 2.5904 Epoch 5/100 ---------- lr: 0.01 train loss: 3.9022 val loss: 2.3169 Epoch 6/100 ---------- lr: 0.01 train loss: 3.6126 val loss: 2.2765 Epoch 7/100 ---------- lr: 0.01 train loss: 4.0092 val loss: 2.2224 Epoch 8/100 ---------- lr: 0.01 train loss: 3.4370 val loss: 1.9132 Epoch 9/100 ---------- lr: 0.01 train loss: 3.5437 val loss: 1.9543 Epoch 10/100 ---------- lr: 0.01 train loss: 3.1561 val loss: 1.5245 Epoch 11/100 ---------- lr: 0.01 train loss: 3.0869 val loss: 2.0596 Epoch 12/100 ---------- lr: 0.01 train loss: 3.1079 val loss: 1.4802 Epoch 13/100 ---------- lr: 0.01 train loss: 3.1372 val loss: 1.6843 Epoch 14/100 ---------- lr: 0.01 train loss: 2.9543 val loss: 1.3856 Epoch 15/100 ---------- lr: 0.01 train loss: 2.9803 val loss: 1.5561 Epoch 16/100 ---------- lr: 0.01 train loss: 3.4242 val loss: 1.4664 Epoch 17/100 ---------- lr: 0.01 train loss: 3.6248 val loss: 2.6985 Epoch 18/100 ---------- lr: 0.01 train loss: 5.8871 val loss: 7.1814 Epoch 19/100 ---------- lr: 0.01 train loss: 9.0036 val loss: 6.8030 Epoch 20/100 ---------- lr: 0.01 train loss: 7.9942 val loss: 6.1390 Epoch 21/100 ---------- lr: 0.01 train loss: 8.3844 val loss: 6.9630 Epoch 22/100 ---------- lr: 0.01 train loss: 8.7188 val loss: 7.8017 Epoch 23/100 ---------- lr: 0.01 train loss: 9.4651 val loss: 7.7160 Epoch 24/100 ---------- lr: 0.01 train loss: 9.7163 val loss: 7.5861 Epoch 25/100 ---------- lr: 0.01 train loss: 8.7443 val loss: 7.8038 Epoch 26/100 ---------- lr: 0.01 train loss: 8.4394 val loss: 6.7628 Epoch 27/100 ---------- lr: 0.01 train loss: 8.0266 val loss: 6.0657 Epoch 28/100 ---------- lr: 0.01 train loss: 7.3208 val loss: 5.5720 Epoch 29/100 ---------- lr: 0.01 train loss: 7.0432 val loss: 5.1733 Epoch 30/100 ---------- lr: 0.01 train loss: 7.9167 val loss: 6.9245 Epoch 31/100 ---------- lr: 0.01 train loss: 8.4135 val loss: 7.2499 Epoch 32/100 ---------- lr: 0.01 train loss: 9.2413 val loss: 7.2025 Epoch 33/100 ---------- lr: 0.01 train loss: 8.1482 val loss: 7.0023 Epoch 34/100 ---------- lr: 0.01 train loss: 8.4441 val loss: 6.3942 Epoch 35/100 ---------- lr: 0.01 train loss: 7.9630 val loss: 6.5814 Epoch 36/100 ---------- lr: 0.005 train loss: 7.4249 val loss: 5.9175 Epoch 37/100 ---------- lr: 0.005 train loss: 7.0846 val loss: 5.8659 Epoch 38/100 ---------- lr: 0.005 train loss: 6.8508 val loss: 5.2760 Epoch 39/100 ---------- lr: 0.005 train loss: 6.7140 val loss: 5.2332 Epoch 40/100 ---------- lr: 0.005 train loss: 6.5172 val loss: 5.1317 Epoch 41/100 ---------- lr: 0.005 train loss: 6.3714 val loss: 5.2950 Epoch 42/100 ---------- lr: 0.005 train loss: 6.3244 val loss: 5.2002 Epoch 43/100 ---------- lr: 0.005 train loss: 6.2316 val loss: 4.8666 Epoch 44/100 ---------- lr: 0.005 train loss: 6.1178 val loss: 4.7276 Epoch 45/100 ---------- lr: 0.005 train loss: 6.0723 val loss: 4.8601 Epoch 46/100 ---------- lr: 0.005 train loss: 6.0294 val loss: 4.9285 Epoch 47/100 ---------- lr: 0.005 train loss: 6.1047 val loss: 4.8819 Epoch 48/100 ---------- lr: 0.005 train loss: 6.0862 val loss: 4.8779 Epoch 49/100 ---------- lr: 0.005 train loss: 6.0955 val loss: 5.1074 Epoch 50/100 ---------- lr: 0.005 train loss: 5.9297 val loss: 4.8875 Epoch 51/100 ---------- lr: 0.005 train loss: 6.0211 val loss: 4.8199 Epoch 52/100 ---------- lr: 0.005 train loss: 6.0453 val loss: 5.2818 Epoch 53/100 ---------- lr: 0.005 train loss: 6.4604 val loss: 5.2267 Epoch 54/100 ---------- lr: 0.005 train loss: 6.6905 val loss: 5.3469 Epoch 55/100 ---------- lr: 0.005 train loss: 6.5956 val loss: 5.0522 Epoch 56/100 ---------- lr: 0.005 train loss: 6.5164 val loss: 5.2701 Epoch 57/100 ---------- lr: 0.0025 train loss: 6.4319 val loss: 4.9167 Epoch 58/100 ---------- lr: 0.0025 train loss: 6.0857 val loss: 4.7225 Epoch 59/100 ---------- lr: 0.0025 train loss: 5.9895 val loss: 4.5394 Epoch 60/100 ---------- lr: 0.0025 train loss: 6.0711 val loss: 4.6477 Epoch 61/100 ---------- lr: 0.0025 train loss: 6.0640 val loss: 4.6470 Epoch 62/100 ---------- lr: 0.0025 train loss: 6.0277 val loss: 4.5009 Epoch 63/100 ---------- lr: 0.0025 train loss: 5.8800 val loss: 4.5513 Epoch 64/100 ---------- lr: 0.0025 train loss: 5.9067 val loss: 4.4737 Epoch 65/100 ---------- lr: 0.0025 train loss: 5.7939 val loss: 4.4528 Epoch 66/100 ---------- lr: 0.0025 train loss: 5.7543 val loss: 4.3609 Epoch 67/100 ---------- lr: 0.0025 train loss: 5.7246 val loss: 4.3944 Epoch 68/100 ---------- lr: 0.0025 train loss: 5.6637 val loss: 4.2221 Epoch 69/100 ---------- lr: 0.0025 train loss: 5.6190 val loss: 4.3152 Epoch 70/100 ---------- lr: 0.0025 train loss: 5.6202 val loss: 4.1934 Epoch 71/100 ---------- lr: 0.0025 train loss: 5.5275 val loss: 4.3096 Epoch 72/100 ---------- lr: 0.0025 train loss: 5.5174 val loss: 4.0492 Epoch 73/100 ---------- lr: 0.0025 train loss: 5.5041 val loss: 4.1822 Epoch 74/100 ---------- lr: 0.0025 train loss: 5.7211 val loss: 4.1915 Epoch 75/100 ---------- lr: 0.0025 train loss: 5.6814 val loss: 4.0775 Epoch 76/100 ---------- lr: 0.0025 train loss: 5.5518 val loss: 4.2211 Epoch 77/100 ---------- lr: 0.0025 train loss: 5.5397 val loss: 4.0132 Epoch 78/100 ---------- lr: 0.00125 train loss: 5.3888 val loss: 3.9408 Epoch 79/100 ---------- lr: 0.00125 train loss: 5.3185 val loss: 3.9710 Epoch 80/100 ---------- lr: 0.00125 train loss: 5.3231 val loss: 3.9602 Epoch 81/100 ---------- lr: 0.00125 train loss: 5.3312 val loss: 4.1118 Epoch 82/100 ---------- lr: 0.00125 train loss: 5.2873 val loss: 3.9757 Epoch 83/100 ---------- lr: 0.00125 train loss: 5.2215 val loss: 3.8971 Epoch 84/100 ---------- lr: 0.00125 train loss: 5.2291 val loss: 3.8225 Epoch 85/100 ---------- lr: 0.00125 train loss: 5.2049 val loss: 3.8858 Epoch 86/100 ---------- lr: 0.00125 train loss: 5.1708 val loss: 3.9431 Epoch 87/100 ---------- lr: 0.00125 train loss: 5.2455 val loss: 3.9473 Epoch 88/100 ---------- lr: 0.00125 train loss: 5.1368 val loss: 3.9047 Epoch 89/100 ---------- lr: 0.00125 train loss: 5.1593 val loss: 3.9461 Epoch 90/100 ---------- lr: 0.00125 train loss: 5.1634 val loss: 3.8332 Epoch 91/100 ---------- lr: 0.00125 train loss: 5.1664 val loss: 3.8631 Epoch 92/100 ---------- lr: 0.00125 train loss: 5.1018 val loss: 3.8443 Epoch 93/100 ---------- lr: 0.00125 train loss: 5.1044 val loss: 3.7402 Epoch 94/100 ---------- lr: 0.00125 train loss: 5.0951 val loss: 3.8274 Epoch 95/100 ---------- lr: 0.00125 train loss: 5.0977 val loss: 3.7078 Epoch 96/100 ---------- lr: 0.00125 train loss: 5.1110 val loss: 3.8234 Epoch 97/100 ---------- lr: 0.00125 train loss: 5.0788 val loss: 3.7570 Epoch 98/100 ---------- lr: 0.00125 train loss: 5.0462 val loss: 3.7538 Epoch 99/100 ---------- lr: 0.000625 train loss: 5.0266 val loss: 3.6838 Epoch 100/100 ---------- lr: 0.000625 train loss: 5.0107 val loss: 3.6645 Training complete in 15m 9s Best val loss: 1.3856 at epoch 14 Val MSE at best epoch: 0.5893