Epoch 1/100 ---------- lr: 0.005 train loss: 9.4827 val loss: 3.5515 Epoch 2/100 ---------- lr: 0.005 train loss: 4.5071 val loss: 2.9582 Epoch 3/100 ---------- lr: 0.005 train loss: 4.3372 val loss: 2.6354 Epoch 4/100 ---------- lr: 0.005 train loss: 3.7583 val loss: 2.5128 Epoch 5/100 ---------- lr: 0.005 train loss: 3.6794 val loss: 2.5183 Epoch 6/100 ---------- lr: 0.005 train loss: 3.4899 val loss: 2.0764 Epoch 7/100 ---------- lr: 0.005 train loss: 3.2447 val loss: 1.8246 Epoch 8/100 ---------- lr: 0.005 train loss: 3.0960 val loss: 1.8511 Epoch 9/100 ---------- lr: 0.005 train loss: 3.0106 val loss: 1.6975 Epoch 10/100 ---------- lr: 0.005 train loss: 2.9631 val loss: 1.5763 Epoch 11/100 ---------- lr: 0.005 train loss: 2.8792 val loss: 1.4912 Epoch 12/100 ---------- lr: 0.005 train loss: 2.7614 val loss: 1.5008 Epoch 13/100 ---------- lr: 0.005 train loss: 2.7898 val loss: 1.4526 Epoch 14/100 ---------- lr: 0.005 train loss: 2.6496 val loss: 1.4178 Epoch 15/100 ---------- lr: 0.005 train loss: 2.5661 val loss: 1.2070 Epoch 16/100 ---------- lr: 0.005 train loss: 2.5027 val loss: 1.3088 Epoch 17/100 ---------- lr: 0.005 train loss: 2.6539 val loss: 1.7105 Epoch 18/100 ---------- lr: 0.005 train loss: 2.6991 val loss: 1.1590 Epoch 19/100 ---------- lr: 0.005 train loss: 2.4573 val loss: 1.0942 Epoch 20/100 ---------- lr: 0.005 train loss: 2.4027 val loss: 1.2635 Epoch 21/100 ---------- lr: 0.005 train loss: 2.3348 val loss: 1.0264 Epoch 22/100 ---------- lr: 0.005 train loss: 2.3265 val loss: 0.9600 Epoch 23/100 ---------- lr: 0.005 train loss: 2.2984 val loss: 1.0441 Epoch 24/100 ---------- lr: 0.005 train loss: 2.3856 val loss: 0.9763 Epoch 25/100 ---------- lr: 0.005 train loss: 2.2520 val loss: 0.9170 Epoch 26/100 ---------- lr: 0.005 train loss: 2.2250 val loss: 0.9154 Epoch 27/100 ---------- lr: 0.005 train loss: 2.2160 val loss: 0.8491 Epoch 28/100 ---------- lr: 0.005 train loss: 2.2110 val loss: 0.9382 Epoch 29/100 ---------- lr: 0.005 train loss: 2.1749 val loss: 0.9691 Epoch 30/100 ---------- lr: 0.005 train loss: 2.1406 val loss: 0.8368 Epoch 31/100 ---------- lr: 0.005 train loss: 2.2915 val loss: 1.0982 Epoch 32/100 ---------- lr: 0.005 train loss: 2.1723 val loss: 0.8671 Epoch 33/100 ---------- lr: 0.005 train loss: 2.1417 val loss: 0.7426 Epoch 34/100 ---------- lr: 0.005 train loss: 2.1854 val loss: 1.0021 Epoch 35/100 ---------- lr: 0.005 train loss: 2.1094 val loss: 0.7555 Epoch 36/100 ---------- lr: 0.005 train loss: 2.3477 val loss: 1.1530 Epoch 37/100 ---------- lr: 0.005 train loss: 2.2824 val loss: 0.9690 Epoch 38/100 ---------- lr: 0.005 train loss: 2.1644 val loss: 0.8312 Epoch 39/100 ---------- lr: 0.005 train loss: 2.1347 val loss: 0.7897 Epoch 40/100 ---------- lr: 0.005 train loss: 2.0708 val loss: 0.7984 Epoch 41/100 ---------- lr: 0.005 train loss: 2.0493 val loss: 0.7039 Epoch 42/100 ---------- lr: 0.005 train loss: 2.0356 val loss: 0.8184 Epoch 43/100 ---------- lr: 0.005 train loss: 2.1040 val loss: 0.7422 Epoch 44/100 ---------- lr: 0.005 train loss: 2.0330 val loss: 0.6952 Epoch 45/100 ---------- lr: 0.005 train loss: 2.0032 val loss: 0.7289 Epoch 46/100 ---------- lr: 0.005 train loss: 2.0145 val loss: 0.7655 Epoch 47/100 ---------- lr: 0.005 train loss: 2.0865 val loss: 0.8256 Epoch 48/100 ---------- lr: 0.005 train loss: 2.0988 val loss: 1.0214 Epoch 49/100 ---------- lr: 0.005 train loss: 2.0542 val loss: 0.7702 Epoch 50/100 ---------- lr: 0.005 train loss: 2.0114 val loss: 0.6663 Epoch 51/100 ---------- lr: 0.005 train loss: 1.9901 val loss: 0.7401 Epoch 52/100 ---------- lr: 0.005 train loss: 1.9545 val loss: 0.6763 Epoch 53/100 ---------- lr: 0.005 train loss: 2.0527 val loss: 1.2285 Epoch 54/100 ---------- lr: 0.005 train loss: 2.1990 val loss: 0.7143 Epoch 55/100 ---------- lr: 0.005 train loss: 1.9836 val loss: 0.7102 Epoch 56/100 ---------- lr: 0.005 train loss: 1.9469 val loss: 0.6602 Epoch 57/100 ---------- lr: 0.005 train loss: 1.9514 val loss: 0.6992 Epoch 58/100 ---------- lr: 0.005 train loss: 1.9795 val loss: 0.8339 Epoch 59/100 ---------- lr: 0.005 train loss: 2.0682 val loss: 0.6308 Epoch 60/100 ---------- lr: 0.005 train loss: 1.9770 val loss: 0.8585 Epoch 61/100 ---------- lr: 0.005 train loss: 1.9660 val loss: 0.6440 Epoch 62/100 ---------- lr: 0.005 train loss: 1.9099 val loss: 0.6703 Epoch 63/100 ---------- lr: 0.005 train loss: 1.9715 val loss: 0.8286 Epoch 64/100 ---------- lr: 0.005 train loss: 1.9531 val loss: 0.7348 Epoch 65/100 ---------- lr: 0.005 train loss: 1.9442 val loss: 0.7201 Epoch 66/100 ---------- lr: 0.005 train loss: 1.9607 val loss: 0.6278 Epoch 67/100 ---------- lr: 0.005 train loss: 2.1847 val loss: 1.0177 Epoch 68/100 ---------- lr: 0.005 train loss: 2.1091 val loss: 0.7164 Epoch 69/100 ---------- lr: 0.005 train loss: 1.9555 val loss: 0.6074 Epoch 70/100 ---------- lr: 0.005 train loss: 1.9219 val loss: 0.6468 Epoch 71/100 ---------- lr: 0.005 train loss: 1.9151 val loss: 0.6066 Epoch 72/100 ---------- lr: 0.005 train loss: 1.9099 val loss: 0.6628 Epoch 73/100 ---------- lr: 0.005 train loss: 1.8697 val loss: 0.5700 Epoch 74/100 ---------- lr: 0.005 train loss: 1.9211 val loss: 0.6965 Epoch 75/100 ---------- lr: 0.005 train loss: 1.9464 val loss: 0.6512 Epoch 76/100 ---------- lr: 0.005 train loss: 1.9097 val loss: 0.5803 Epoch 77/100 ---------- lr: 0.005 train loss: 1.8906 val loss: 0.6609 Epoch 78/100 ---------- lr: 0.005 train loss: 1.8908 val loss: 0.6376 Epoch 79/100 ---------- lr: 0.005 train loss: 1.9140 val loss: 0.5857 Epoch 80/100 ---------- lr: 0.005 train loss: 1.8834 val loss: 0.6275 Epoch 81/100 ---------- lr: 0.005 train loss: 1.9071 val loss: 0.5837 Epoch 82/100 ---------- lr: 0.005 train loss: 1.9081 val loss: 0.9586 Epoch 83/100 ---------- lr: 0.005 train loss: 2.0392 val loss: 0.6758 Epoch 84/100 ---------- lr: 0.005 train loss: 1.8644 val loss: 0.5814 Epoch 85/100 ---------- lr: 0.005 train loss: 1.8756 val loss: 0.7045 Epoch 86/100 ---------- lr: 0.005 train loss: 1.9706 val loss: 0.6429 Epoch 87/100 ---------- lr: 0.005 train loss: 1.8818 val loss: 0.6278 Epoch 88/100 ---------- lr: 0.005 train loss: 1.8509 val loss: 0.6541 Epoch 89/100 ---------- lr: 0.005 train loss: 1.8845 val loss: 0.5706 Epoch 90/100 ---------- lr: 0.005 train loss: 1.9294 val loss: 0.6410 Epoch 91/100 ---------- lr: 0.005 train loss: 1.8846 val loss: 0.5808 Epoch 92/100 ---------- lr: 0.005 train loss: 1.8375 val loss: 0.5871 Epoch 93/100 ---------- lr: 0.005 train loss: 1.8561 val loss: 0.5529 Epoch 94/100 ---------- lr: 0.005 train loss: 1.8435 val loss: 0.5630 Epoch 95/100 ---------- lr: 0.005 train loss: 1.9132 val loss: 0.6723 Epoch 96/100 ---------- lr: 0.005 train loss: 1.8887 val loss: 0.5604 Epoch 97/100 ---------- lr: 0.005 train loss: 1.8472 val loss: 0.6466 Epoch 98/100 ---------- lr: 0.005 train loss: 1.8314 val loss: 0.6266 Epoch 99/100 ---------- lr: 0.005 train loss: 1.8834 val loss: 0.6220 Epoch 100/100 ---------- lr: 0.005 train loss: 1.9010 val loss: 0.7165 Training complete in 7m 18s Best val loss: 0.5529 at epoch 93 Val MSE at best epoch: 0.2339