Epoch 1/100 ---------- lr: 0.001 train loss: 16.4988 val loss: 4.7899 Epoch 2/100 ---------- lr: 0.001 train loss: 5.0003 val loss: 4.0700 Epoch 3/100 ---------- lr: 0.001 train loss: 4.1583 val loss: 3.2622 Epoch 4/100 ---------- lr: 0.001 train loss: 3.5634 val loss: 2.8891 Epoch 5/100 ---------- lr: 0.001 train loss: 3.3313 val loss: 2.4962 Epoch 6/100 ---------- lr: 0.001 train loss: 2.9667 val loss: 2.5365 Epoch 7/100 ---------- lr: 0.001 train loss: 2.8190 val loss: 4.2498 Epoch 8/100 ---------- lr: 0.001 train loss: 2.6861 val loss: 2.1154 Epoch 9/100 ---------- lr: 0.001 train loss: 2.4034 val loss: 1.8060 Epoch 10/100 ---------- lr: 0.001 train loss: 2.2562 val loss: 1.8578 Epoch 11/100 ---------- lr: 0.001 train loss: 2.0656 val loss: 1.4518 Epoch 12/100 ---------- lr: 0.001 train loss: 2.0820 val loss: 1.4807 Epoch 13/100 ---------- lr: 0.001 train loss: 2.0242 val loss: 1.3675 Epoch 14/100 ---------- lr: 0.001 train loss: 1.7757 val loss: 1.1994 Epoch 15/100 ---------- lr: 0.001 train loss: 1.6960 val loss: 1.2298 Epoch 16/100 ---------- lr: 0.001 train loss: 1.7626 val loss: 1.3826 Epoch 17/100 ---------- lr: 0.001 train loss: 1.5529 val loss: 0.9672 Epoch 18/100 ---------- lr: 0.001 train loss: 1.4744 val loss: 0.9606 Epoch 19/100 ---------- lr: 0.001 train loss: 1.4464 val loss: 0.9480 Epoch 20/100 ---------- lr: 0.001 train loss: 1.4386 val loss: 0.8434 Epoch 21/100 ---------- lr: 0.001 train loss: 1.3116 val loss: 0.8082 Epoch 22/100 ---------- lr: 0.001 train loss: 1.4277 val loss: 1.2859 Epoch 23/100 ---------- lr: 0.001 train loss: 1.4874 val loss: 0.8088 Epoch 24/100 ---------- lr: 0.001 train loss: 1.1981 val loss: 0.6833 Epoch 25/100 ---------- lr: 0.001 train loss: 1.2338 val loss: 0.7183 Epoch 26/100 ---------- lr: 0.001 train loss: 1.1315 val loss: 0.6315 Epoch 27/100 ---------- lr: 0.001 train loss: 1.1134 val loss: 0.6600 Epoch 28/100 ---------- lr: 0.001 train loss: 1.0993 val loss: 0.6379 Epoch 29/100 ---------- lr: 0.001 train loss: 1.2234 val loss: 0.7957 Epoch 30/100 ---------- lr: 0.001 train loss: 1.2314 val loss: 0.6579 Epoch 31/100 ---------- lr: 0.001 train loss: 1.1813 val loss: 0.6080 Epoch 32/100 ---------- lr: 0.001 train loss: 1.0894 val loss: 0.7196 Epoch 33/100 ---------- lr: 0.001 train loss: 1.0571 val loss: 0.5372 Epoch 34/100 ---------- lr: 0.001 train loss: 0.9793 val loss: 0.5256 Epoch 35/100 ---------- lr: 0.001 train loss: 0.9926 val loss: 0.5973 Epoch 36/100 ---------- lr: 0.001 train loss: 1.1486 val loss: 0.5233 Epoch 37/100 ---------- lr: 0.001 train loss: 0.9528 val loss: 0.4909 Epoch 38/100 ---------- lr: 0.001 train loss: 0.9416 val loss: 0.4920 Epoch 39/100 ---------- lr: 0.001 train loss: 0.9360 val loss: 0.4592 Epoch 40/100 ---------- lr: 0.001 train loss: 0.9116 val loss: 0.4634 Epoch 41/100 ---------- lr: 0.001 train loss: 0.8969 val loss: 0.5020 Epoch 42/100 ---------- lr: 0.001 train loss: 0.8981 val loss: 0.5307 Epoch 43/100 ---------- lr: 0.001 train loss: 0.8933 val loss: 0.4320 Epoch 44/100 ---------- lr: 0.001 train loss: 1.0755 val loss: 0.6061 Epoch 45/100 ---------- lr: 0.001 train loss: 0.9143 val loss: 0.4199 Epoch 46/100 ---------- lr: 0.001 train loss: 0.8737 val loss: 0.4367 Epoch 47/100 ---------- lr: 0.001 train loss: 0.8551 val loss: 0.3986 Epoch 48/100 ---------- lr: 0.001 train loss: 0.8552 val loss: 0.3986 Epoch 49/100 ---------- lr: 0.001 train loss: 0.8322 val loss: 0.3739 Epoch 50/100 ---------- lr: 0.001 train loss: 0.8761 val loss: 0.4386 Epoch 51/100 ---------- lr: 0.001 train loss: 0.8145 val loss: 0.3636 Epoch 52/100 ---------- lr: 0.001 train loss: 0.8528 val loss: 0.4344 Epoch 53/100 ---------- lr: 0.001 train loss: 0.8149 val loss: 0.3713 Epoch 54/100 ---------- lr: 0.001 train loss: 0.8297 val loss: 0.4707 Epoch 55/100 ---------- lr: 0.001 train loss: 0.8285 val loss: 0.3780 Epoch 56/100 ---------- lr: 0.001 train loss: 0.7933 val loss: 0.3491 Epoch 57/100 ---------- lr: 0.001 train loss: 0.7936 val loss: 0.3581 Epoch 58/100 ---------- lr: 0.001 train loss: 0.7935 val loss: 0.3600 Epoch 59/100 ---------- lr: 0.001 train loss: 0.8425 val loss: 0.4203 Epoch 60/100 ---------- lr: 0.001 train loss: 0.8435 val loss: 0.3308 Epoch 61/100 ---------- lr: 0.001 train loss: 0.7890 val loss: 0.4053 Epoch 62/100 ---------- lr: 0.001 train loss: 0.7918 val loss: 0.3363 Epoch 63/100 ---------- lr: 0.001 train loss: 0.7540 val loss: 0.2986 Epoch 64/100 ---------- lr: 0.001 train loss: 0.7635 val loss: 0.3084 Epoch 65/100 ---------- lr: 0.001 train loss: 0.7938 val loss: 1.1614 Epoch 66/100 ---------- lr: 0.001 train loss: 0.9580 val loss: 0.3452 Epoch 67/100 ---------- lr: 0.001 train loss: 0.7740 val loss: 0.3136 Epoch 68/100 ---------- lr: 0.001 train loss: 0.7577 val loss: 0.3075 Epoch 69/100 ---------- lr: 0.001 train loss: 0.7440 val loss: 0.2954 Epoch 70/100 ---------- lr: 0.001 train loss: 0.7354 val loss: 0.3309 Epoch 71/100 ---------- lr: 0.001 train loss: 0.7579 val loss: 0.3038 Epoch 72/100 ---------- lr: 0.001 train loss: 0.7565 val loss: 0.3038 Epoch 73/100 ---------- lr: 0.001 train loss: 0.7381 val loss: 0.2859 Epoch 74/100 ---------- lr: 0.001 train loss: 0.7185 val loss: 0.2889 Epoch 75/100 ---------- lr: 0.001 train loss: 0.7216 val loss: 0.3110 Epoch 76/100 ---------- lr: 0.001 train loss: 0.8211 val loss: 0.3591 Epoch 77/100 ---------- lr: 0.001 train loss: 0.7339 val loss: 0.2874 Epoch 78/100 ---------- lr: 0.001 train loss: 0.7132 val loss: 0.2814 Epoch 79/100 ---------- lr: 0.001 train loss: 0.7217 val loss: 0.2774 Epoch 80/100 ---------- lr: 0.001 train loss: 0.7227 val loss: 0.2696 Epoch 81/100 ---------- lr: 0.001 train loss: 0.7432 val loss: 0.3897 Epoch 82/100 ---------- lr: 0.001 train loss: 0.7519 val loss: 0.3676 Epoch 83/100 ---------- lr: 0.001 train loss: 0.7149 val loss: 0.2623 Epoch 84/100 ---------- lr: 0.001 train loss: 0.7056 val loss: 0.3225 Epoch 85/100 ---------- lr: 0.001 train loss: 0.7099 val loss: 0.2643 Epoch 86/100 ---------- lr: 0.001 train loss: 0.6968 val loss: 0.2663 Epoch 87/100 ---------- lr: 0.001 train loss: 0.7036 val loss: 0.2750 Epoch 88/100 ---------- lr: 0.001 train loss: 0.7143 val loss: 0.2874 Epoch 89/100 ---------- lr: 0.001 train loss: 0.7134 val loss: 0.2702 Epoch 90/100 ---------- lr: 0.001 train loss: 0.7109 val loss: 0.2920 Epoch 91/100 ---------- lr: 0.001 train loss: 0.7072 val loss: 0.2827 Epoch 92/100 ---------- lr: 0.001 train loss: 0.6816 val loss: 0.2450 Epoch 93/100 ---------- lr: 0.001 train loss: 0.6795 val loss: 0.2612 Epoch 94/100 ---------- lr: 0.001 train loss: 0.6945 val loss: 0.2339 Epoch 95/100 ---------- lr: 0.001 train loss: 0.7029 val loss: 0.6003 Epoch 96/100 ---------- lr: 0.001 train loss: 0.7965 val loss: 0.3265 Epoch 97/100 ---------- lr: 0.001 train loss: 0.6948 val loss: 0.2695 Epoch 98/100 ---------- lr: 0.001 train loss: 0.6777 val loss: 0.2458 Epoch 99/100 ---------- lr: 0.001 train loss: 0.6689 val loss: 0.2305 Epoch 100/100 ---------- lr: 0.001 train loss: 0.6755 val loss: 0.2372 Training complete in 8m 6s Best val loss: 0.2305 at epoch 99 Val MSE at best epoch: 0.0942