Epoch 1/100 ---------- lr: 0.001 train loss: 30.8169 val loss: 6.2533 Epoch 2/100 ---------- lr: 0.001 train loss: 6.4807 val loss: 4.7835 Epoch 3/100 ---------- lr: 0.001 train loss: 5.0067 val loss: 3.4629 Epoch 4/100 ---------- lr: 0.001 train loss: 4.1468 val loss: 2.9998 Epoch 5/100 ---------- lr: 0.001 train loss: 3.7667 val loss: 2.5873 Epoch 6/100 ---------- lr: 0.001 train loss: 3.3697 val loss: 2.3678 Epoch 7/100 ---------- lr: 0.001 train loss: 2.9121 val loss: 1.9289 Epoch 8/100 ---------- lr: 0.001 train loss: 3.1201 val loss: 2.2915 Epoch 9/100 ---------- lr: 0.001 train loss: 2.6893 val loss: 1.9888 Epoch 10/100 ---------- lr: 0.001 train loss: 2.6104 val loss: 1.7199 Epoch 11/100 ---------- lr: 0.001 train loss: 2.3032 val loss: 1.6323 Epoch 12/100 ---------- lr: 0.001 train loss: 2.0761 val loss: 1.4911 Epoch 13/100 ---------- lr: 0.001 train loss: 2.0012 val loss: 1.5430 Epoch 14/100 ---------- lr: 0.001 train loss: 1.9855 val loss: 1.1172 Epoch 15/100 ---------- lr: 0.001 train loss: 2.0242 val loss: 1.6669 Epoch 16/100 ---------- lr: 0.001 train loss: 1.8722 val loss: 1.0887 Epoch 17/100 ---------- lr: 0.001 train loss: 1.6372 val loss: 1.0466 Epoch 18/100 ---------- lr: 0.001 train loss: 1.5813 val loss: 1.0668 Epoch 19/100 ---------- lr: 0.001 train loss: 1.8185 val loss: 1.3561 Epoch 20/100 ---------- lr: 0.001 train loss: 1.6031 val loss: 0.8058 Epoch 21/100 ---------- lr: 0.001 train loss: 1.4682 val loss: 0.7616 Epoch 22/100 ---------- lr: 0.001 train loss: 1.3165 val loss: 0.7258 Epoch 23/100 ---------- lr: 0.001 train loss: 1.2642 val loss: 1.0254 Epoch 24/100 ---------- lr: 0.001 train loss: 1.4142 val loss: 0.7488 Epoch 25/100 ---------- lr: 0.001 train loss: 1.3210 val loss: 0.6805 Epoch 26/100 ---------- lr: 0.001 train loss: 1.3377 val loss: 1.1198 Epoch 27/100 ---------- lr: 0.001 train loss: 1.3179 val loss: 0.6320 Epoch 28/100 ---------- lr: 0.001 train loss: 1.1316 val loss: 0.5766 Epoch 29/100 ---------- lr: 0.001 train loss: 1.2088 val loss: 0.5446 Epoch 30/100 ---------- lr: 0.001 train loss: 1.1408 val loss: 0.5661 Epoch 31/100 ---------- lr: 0.001 train loss: 1.0493 val loss: 0.5551 Epoch 32/100 ---------- lr: 0.001 train loss: 1.3512 val loss: 0.7643 Epoch 33/100 ---------- lr: 0.001 train loss: 1.1973 val loss: 0.5360 Epoch 34/100 ---------- lr: 0.001 train loss: 1.0292 val loss: 0.4527 Epoch 35/100 ---------- lr: 0.001 train loss: 0.9874 val loss: 0.4419 Epoch 36/100 ---------- lr: 0.001 train loss: 1.0885 val loss: 0.4565 Epoch 37/100 ---------- lr: 0.001 train loss: 0.9650 val loss: 0.4075 Epoch 38/100 ---------- lr: 0.001 train loss: 0.9385 val loss: 0.4059 Epoch 39/100 ---------- lr: 0.001 train loss: 1.0614 val loss: 0.6235 Epoch 40/100 ---------- lr: 0.001 train loss: 1.1699 val loss: 0.4779 Epoch 41/100 ---------- lr: 0.001 train loss: 0.9288 val loss: 0.5637 Epoch 42/100 ---------- lr: 0.001 train loss: 0.9478 val loss: 0.3857 Epoch 43/100 ---------- lr: 0.001 train loss: 0.8971 val loss: 0.3514 Epoch 44/100 ---------- lr: 0.001 train loss: 0.9442 val loss: 0.5235 Epoch 45/100 ---------- lr: 0.001 train loss: 0.9793 val loss: 0.4837 Epoch 46/100 ---------- lr: 0.001 train loss: 0.9479 val loss: 0.4154 Epoch 47/100 ---------- lr: 0.001 train loss: 1.3894 val loss: 0.5872 Epoch 48/100 ---------- lr: 0.001 train loss: 0.9607 val loss: 0.3963 Epoch 49/100 ---------- lr: 0.001 train loss: 0.8829 val loss: 0.3578 Epoch 50/100 ---------- lr: 0.001 train loss: 0.8593 val loss: 0.3483 Epoch 51/100 ---------- lr: 0.001 train loss: 0.8436 val loss: 0.3315 Epoch 52/100 ---------- lr: 0.001 train loss: 0.8346 val loss: 0.3394 Epoch 53/100 ---------- lr: 0.001 train loss: 0.8515 val loss: 0.3541 Epoch 54/100 ---------- lr: 0.001 train loss: 0.8241 val loss: 0.3170 Epoch 55/100 ---------- lr: 0.001 train loss: 0.9170 val loss: 0.5713 Epoch 56/100 ---------- lr: 0.001 train loss: 0.9111 val loss: 0.3569 Epoch 57/100 ---------- lr: 0.001 train loss: 0.8590 val loss: 0.4770 Epoch 58/100 ---------- lr: 0.001 train loss: 0.9370 val loss: 0.3112 Epoch 59/100 ---------- lr: 0.001 train loss: 0.7981 val loss: 0.3149 Epoch 60/100 ---------- lr: 0.001 train loss: 0.7891 val loss: 0.2841 Epoch 61/100 ---------- lr: 0.001 train loss: 1.0188 val loss: 0.9819 Epoch 62/100 ---------- lr: 0.001 train loss: 0.9195 val loss: 0.3120 Epoch 63/100 ---------- lr: 0.001 train loss: 0.7917 val loss: 0.2925 Epoch 64/100 ---------- lr: 0.001 train loss: 0.7833 val loss: 0.2971 Epoch 65/100 ---------- lr: 0.001 train loss: 0.7704 val loss: 0.2851 Epoch 66/100 ---------- lr: 0.001 train loss: 0.7769 val loss: 0.3888 Epoch 67/100 ---------- lr: 0.001 train loss: 0.8003 val loss: 0.2959 Epoch 68/100 ---------- lr: 0.001 train loss: 0.7660 val loss: 0.3122 Epoch 69/100 ---------- lr: 0.001 train loss: 0.7743 val loss: 0.3122 Epoch 70/100 ---------- lr: 0.001 train loss: 0.8635 val loss: 0.3227 Epoch 71/100 ---------- lr: 0.001 train loss: 0.7780 val loss: 0.3701 Epoch 72/100 ---------- lr: 0.001 train loss: 0.7786 val loss: 0.2670 Epoch 73/100 ---------- lr: 0.001 train loss: 0.7522 val loss: 0.2774 Epoch 74/100 ---------- lr: 0.001 train loss: 0.7554 val loss: 0.2838 Epoch 75/100 ---------- lr: 0.001 train loss: 0.7507 val loss: 0.2929 Epoch 76/100 ---------- lr: 0.001 train loss: 0.8032 val loss: 0.4555 Epoch 77/100 ---------- lr: 0.001 train loss: 1.0212 val loss: 0.6418 Epoch 78/100 ---------- lr: 0.001 train loss: 0.8770 val loss: 0.2848 Epoch 79/100 ---------- lr: 0.001 train loss: 0.7900 val loss: 0.2908 Epoch 80/100 ---------- lr: 0.001 train loss: 0.7443 val loss: 0.2616 Epoch 81/100 ---------- lr: 0.001 train loss: 0.7198 val loss: 0.2388 Epoch 82/100 ---------- lr: 0.001 train loss: 0.7152 val loss: 0.2363 Epoch 83/100 ---------- lr: 0.001 train loss: 0.7213 val loss: 0.2388 Epoch 84/100 ---------- lr: 0.001 train loss: 0.7354 val loss: 0.2499 Epoch 85/100 ---------- lr: 0.001 train loss: 0.7240 val loss: 0.2549 Epoch 86/100 ---------- lr: 0.001 train loss: 0.8275 val loss: 0.2898 Epoch 87/100 ---------- lr: 0.001 train loss: 0.7327 val loss: 0.2518 Epoch 88/100 ---------- lr: 0.001 train loss: 0.7935 val loss: 0.3239 Epoch 89/100 ---------- lr: 0.001 train loss: 0.7330 val loss: 0.2325 Epoch 90/100 ---------- lr: 0.001 train loss: 0.7001 val loss: 0.2277 Epoch 91/100 ---------- lr: 0.001 train loss: 0.7044 val loss: 0.2451 Epoch 92/100 ---------- lr: 0.001 train loss: 0.7371 val loss: 0.3084 Epoch 93/100 ---------- lr: 0.001 train loss: 0.8994 val loss: 0.3197 Epoch 94/100 ---------- lr: 0.001 train loss: 0.7975 val loss: 0.2472 Epoch 95/100 ---------- lr: 0.001 train loss: 0.7062 val loss: 0.2322 Epoch 96/100 ---------- lr: 0.001 train loss: 0.6993 val loss: 0.2062 Epoch 97/100 ---------- lr: 0.001 train loss: 0.6956 val loss: 0.2353 Epoch 98/100 ---------- lr: 0.001 train loss: 0.6987 val loss: 0.2264 Epoch 99/100 ---------- lr: 0.001 train loss: 0.6891 val loss: 0.2309 Epoch 100/100 ---------- lr: 0.001 train loss: 0.6967 val loss: 0.2497 Training complete in 11m 30s Best val loss: 0.2062 at epoch 96 Val MSE at best epoch: 0.0739