Epoch 1/100 ---------- lr: 0.005 train loss: 6.9781 val loss: 3.5742 Epoch 2/100 ---------- lr: 0.005 train loss: 3.7865 val loss: 2.9823 Epoch 3/100 ---------- lr: 0.005 train loss: 3.0044 val loss: 2.3393 Epoch 4/100 ---------- lr: 0.005 train loss: 2.6173 val loss: 2.0951 Epoch 5/100 ---------- lr: 0.005 train loss: 2.3062 val loss: 2.1119 Epoch 6/100 ---------- lr: 0.005 train loss: 2.3059 val loss: 1.5904 Epoch 7/100 ---------- lr: 0.005 train loss: 1.9456 val loss: 1.5099 Epoch 8/100 ---------- lr: 0.005 train loss: 1.7630 val loss: 1.2183 Epoch 9/100 ---------- lr: 0.005 train loss: 1.6830 val loss: 1.0192 Epoch 10/100 ---------- lr: 0.005 train loss: 1.5832 val loss: 1.0058 Epoch 11/100 ---------- lr: 0.005 train loss: 1.4921 val loss: 0.8609 Epoch 12/100 ---------- lr: 0.005 train loss: 1.3412 val loss: 0.7601 Epoch 13/100 ---------- lr: 0.005 train loss: 1.3458 val loss: 0.9950 Epoch 14/100 ---------- lr: 0.005 train loss: 1.2758 val loss: 0.7794 Epoch 15/100 ---------- lr: 0.005 train loss: 1.3916 val loss: 1.9425 Epoch 16/100 ---------- lr: 0.005 train loss: 1.6079 val loss: 0.8031 Epoch 17/100 ---------- lr: 0.005 train loss: 1.3955 val loss: 2.2703 Epoch 18/100 ---------- lr: 0.005 train loss: 1.7063 val loss: 0.9289 Epoch 19/100 ---------- lr: 0.005 train loss: 1.2505 val loss: 0.7421 Epoch 20/100 ---------- lr: 0.005 train loss: 1.0841 val loss: 0.5736 Epoch 21/100 ---------- lr: 0.005 train loss: 1.0526 val loss: 0.5884 Epoch 22/100 ---------- lr: 0.005 train loss: 1.0063 val loss: 0.6421 Epoch 23/100 ---------- lr: 0.005 train loss: 1.0883 val loss: 0.7118 Epoch 24/100 ---------- lr: 0.005 train loss: 1.0685 val loss: 0.5545 Epoch 25/100 ---------- lr: 0.005 train loss: 1.1557 val loss: 0.9149 Epoch 26/100 ---------- lr: 0.005 train loss: 1.0751 val loss: 0.4710 Epoch 27/100 ---------- lr: 0.005 train loss: 0.9474 val loss: 0.4035 Epoch 28/100 ---------- lr: 0.005 train loss: 0.8921 val loss: 0.4512 Epoch 29/100 ---------- lr: 0.005 train loss: 0.9122 val loss: 0.4838 Epoch 30/100 ---------- lr: 0.005 train loss: 1.3949 val loss: 1.1083 Epoch 31/100 ---------- lr: 0.005 train loss: 1.2907 val loss: 0.6857 Epoch 32/100 ---------- lr: 0.005 train loss: 1.0356 val loss: 0.4700 Epoch 33/100 ---------- lr: 0.005 train loss: 0.8967 val loss: 0.4813 Epoch 34/100 ---------- lr: 0.005 train loss: 0.8830 val loss: 0.4434 Epoch 35/100 ---------- lr: 0.005 train loss: 0.8656 val loss: 0.4061 Epoch 36/100 ---------- lr: 0.005 train loss: 0.8616 val loss: 0.4284 Epoch 37/100 ---------- lr: 0.005 train loss: 0.9325 val loss: 0.5273 Epoch 38/100 ---------- lr: 0.005 train loss: 0.9179 val loss: 0.4283 Epoch 39/100 ---------- lr: 0.005 train loss: 0.8736 val loss: 0.5518 Epoch 40/100 ---------- lr: 0.005 train loss: 0.8641 val loss: 0.3874 Epoch 41/100 ---------- lr: 0.005 train loss: 0.8639 val loss: 0.4373 Epoch 42/100 ---------- lr: 0.005 train loss: 0.8785 val loss: 0.5102 Epoch 43/100 ---------- lr: 0.005 train loss: 0.8824 val loss: 0.4116 Epoch 44/100 ---------- lr: 0.005 train loss: 0.8547 val loss: 0.4186 Epoch 45/100 ---------- lr: 0.005 train loss: 0.8130 val loss: 0.3444 Epoch 46/100 ---------- lr: 0.005 train loss: 0.7775 val loss: 0.2957 Epoch 47/100 ---------- lr: 0.005 train loss: 0.8332 val loss: 0.4328 Epoch 48/100 ---------- lr: 0.005 train loss: 0.9092 val loss: 0.3555 Epoch 49/100 ---------- lr: 0.005 train loss: 0.7995 val loss: 0.3131 Epoch 50/100 ---------- lr: 0.005 train loss: 0.7731 val loss: 0.3036 Epoch 51/100 ---------- lr: 0.005 train loss: 0.7716 val loss: 0.3173 Epoch 52/100 ---------- lr: 0.005 train loss: 0.7793 val loss: 0.3776 Epoch 53/100 ---------- lr: 0.005 train loss: 0.7645 val loss: 0.3768 Epoch 54/100 ---------- lr: 0.005 train loss: 0.8573 val loss: 0.6302 Epoch 55/100 ---------- lr: 0.005 train loss: 0.8694 val loss: 0.3070 Epoch 56/100 ---------- lr: 0.005 train loss: 0.7568 val loss: 0.3549 Epoch 57/100 ---------- lr: 0.005 train loss: 0.7973 val loss: 0.2894 Epoch 58/100 ---------- lr: 0.005 train loss: 0.7880 val loss: 0.3752 Epoch 59/100 ---------- lr: 0.005 train loss: 0.7548 val loss: 0.2548 Epoch 60/100 ---------- lr: 0.005 train loss: 0.7040 val loss: 0.2863 Epoch 61/100 ---------- lr: 0.005 train loss: 0.7340 val loss: 0.3047 Epoch 62/100 ---------- lr: 0.005 train loss: 0.7831 val loss: 0.3574 Epoch 63/100 ---------- lr: 0.005 train loss: 0.7304 val loss: 0.3339 Epoch 64/100 ---------- lr: 0.005 train loss: 0.8568 val loss: 0.6368 Epoch 65/100 ---------- lr: 0.005 train loss: 0.8229 val loss: 0.2711 Epoch 66/100 ---------- lr: 0.005 train loss: 0.7129 val loss: 0.3417 Epoch 67/100 ---------- lr: 0.005 train loss: 0.6919 val loss: 0.3937 Epoch 68/100 ---------- lr: 0.005 train loss: 0.7240 val loss: 0.2386 Epoch 69/100 ---------- lr: 0.005 train loss: 0.6993 val loss: 0.2593 Epoch 70/100 ---------- lr: 0.005 train loss: 0.9431 val loss: 0.6860 Epoch 71/100 ---------- lr: 0.005 train loss: 0.9188 val loss: 0.3492 Epoch 72/100 ---------- lr: 0.005 train loss: 0.7124 val loss: 0.2361 Epoch 73/100 ---------- lr: 0.005 train loss: 0.6720 val loss: 0.2048 Epoch 74/100 ---------- lr: 0.005 train loss: 0.6747 val loss: 0.2817 Epoch 75/100 ---------- lr: 0.005 train loss: 0.6982 val loss: 0.2176 Epoch 76/100 ---------- lr: 0.005 train loss: 0.6714 val loss: 0.2517 Epoch 77/100 ---------- lr: 0.005 train loss: 0.6856 val loss: 0.3311 Epoch 78/100 ---------- lr: 0.005 train loss: 0.6750 val loss: 0.2859 Epoch 79/100 ---------- lr: 0.005 train loss: 0.7717 val loss: 0.4452 Epoch 80/100 ---------- lr: 0.005 train loss: 0.7679 val loss: 0.2466 Epoch 81/100 ---------- lr: 0.005 train loss: 0.6659 val loss: 0.2203 Epoch 82/100 ---------- lr: 0.005 train loss: 0.6664 val loss: 0.2071 Epoch 83/100 ---------- lr: 0.005 train loss: 0.6847 val loss: 0.2395 Epoch 84/100 ---------- lr: 0.005 train loss: 0.7038 val loss: 0.3253 Epoch 85/100 ---------- lr: 0.005 train loss: 0.7587 val loss: 0.4629 Epoch 86/100 ---------- lr: 0.005 train loss: 1.1572 val loss: 0.4912 Epoch 87/100 ---------- lr: 0.005 train loss: 0.7960 val loss: 0.4066 Epoch 88/100 ---------- lr: 0.005 train loss: 0.7402 val loss: 0.2690 Epoch 89/100 ---------- lr: 0.005 train loss: 0.6801 val loss: 0.2124 Epoch 90/100 ---------- lr: 0.005 train loss: 0.6673 val loss: 0.2127 Epoch 91/100 ---------- lr: 0.005 train loss: 0.6812 val loss: 0.2441 Epoch 92/100 ---------- lr: 0.005 train loss: 0.7074 val loss: 0.2248 Epoch 93/100 ---------- lr: 0.005 train loss: 0.6724 val loss: 0.2267 Epoch 94/100 ---------- lr: 0.005 train loss: 0.6827 val loss: 0.3009 Epoch 95/100 ---------- lr: 0.0025 train loss: 0.6198 val loss: 0.1705 Epoch 96/100 ---------- lr: 0.0025 train loss: 0.6058 val loss: 0.1653 Epoch 97/100 ---------- lr: 0.0025 train loss: 0.6031 val loss: 0.1693 Epoch 98/100 ---------- lr: 0.0025 train loss: 0.6021 val loss: 0.1689 Epoch 99/100 ---------- lr: 0.0025 train loss: 0.6007 val loss: 0.1623 Epoch 100/100 ---------- lr: 0.0025 train loss: 0.6075 val loss: 0.1742 Training complete in 8m 5s Best val loss: 0.1623 at epoch 99 Val MSE at best epoch: 0.0686