Epoch 1/100 ---------- lr: 0.005 train loss: 7.5830 val loss: 4.5087 Epoch 2/100 ---------- lr: 0.005 train loss: 3.8742 val loss: 2.8840 Epoch 3/100 ---------- lr: 0.005 train loss: 3.2667 val loss: 2.2910 Epoch 4/100 ---------- lr: 0.005 train loss: 3.3574 val loss: 2.7993 Epoch 5/100 ---------- lr: 0.005 train loss: 2.8515 val loss: 1.8400 Epoch 6/100 ---------- lr: 0.005 train loss: 2.4879 val loss: 1.5942 Epoch 7/100 ---------- lr: 0.005 train loss: 2.4933 val loss: 2.0003 Epoch 8/100 ---------- lr: 0.005 train loss: 2.5298 val loss: 1.6916 Epoch 9/100 ---------- lr: 0.005 train loss: 1.9525 val loss: 1.1872 Epoch 10/100 ---------- lr: 0.005 train loss: 1.8107 val loss: 1.0703 Epoch 11/100 ---------- lr: 0.005 train loss: 1.6544 val loss: 1.1555 Epoch 12/100 ---------- lr: 0.005 train loss: 1.6145 val loss: 1.1644 Epoch 13/100 ---------- lr: 0.005 train loss: 1.5835 val loss: 0.7617 Epoch 14/100 ---------- lr: 0.005 train loss: 1.3467 val loss: 0.7307 Epoch 15/100 ---------- lr: 0.005 train loss: 1.3431 val loss: 0.7070 Epoch 16/100 ---------- lr: 0.005 train loss: 1.3072 val loss: 0.8124 Epoch 17/100 ---------- lr: 0.005 train loss: 1.2998 val loss: 1.0124 Epoch 18/100 ---------- lr: 0.005 train loss: 1.4686 val loss: 0.7446 Epoch 19/100 ---------- lr: 0.005 train loss: 1.4652 val loss: 0.9179 Epoch 20/100 ---------- lr: 0.005 train loss: 1.2456 val loss: 0.5178 Epoch 21/100 ---------- lr: 0.005 train loss: 1.0547 val loss: 0.6112 Epoch 22/100 ---------- lr: 0.005 train loss: 1.0866 val loss: 0.4923 Epoch 23/100 ---------- lr: 0.005 train loss: 1.1165 val loss: 0.5372 Epoch 24/100 ---------- lr: 0.005 train loss: 1.3608 val loss: 0.9142 Epoch 25/100 ---------- lr: 0.005 train loss: 1.2256 val loss: 0.4756 Epoch 26/100 ---------- lr: 0.005 train loss: 0.9912 val loss: 0.4784 Epoch 27/100 ---------- lr: 0.005 train loss: 0.9122 val loss: 0.4499 Epoch 28/100 ---------- lr: 0.005 train loss: 1.0092 val loss: 0.4269 Epoch 29/100 ---------- lr: 0.005 train loss: 0.9484 val loss: 0.4943 Epoch 30/100 ---------- lr: 0.005 train loss: 0.8940 val loss: 0.3732 Epoch 31/100 ---------- lr: 0.005 train loss: 0.9620 val loss: 0.5194 Epoch 32/100 ---------- lr: 0.005 train loss: 1.1187 val loss: 0.5611 Epoch 33/100 ---------- lr: 0.005 train loss: 1.0422 val loss: 0.7103 Epoch 34/100 ---------- lr: 0.005 train loss: 1.0257 val loss: 0.4560 Epoch 35/100 ---------- lr: 0.005 train loss: 0.8520 val loss: 0.3378 Epoch 36/100 ---------- lr: 0.005 train loss: 1.1042 val loss: 0.5931 Epoch 37/100 ---------- lr: 0.005 train loss: 0.8988 val loss: 0.3159 Epoch 38/100 ---------- lr: 0.005 train loss: 0.8105 val loss: 0.3474 Epoch 39/100 ---------- lr: 0.005 train loss: 0.8425 val loss: 0.3950 Epoch 40/100 ---------- lr: 0.005 train loss: 0.9115 val loss: 0.4111 Epoch 41/100 ---------- lr: 0.005 train loss: 0.8451 val loss: 0.2961 Epoch 42/100 ---------- lr: 0.005 train loss: 0.8969 val loss: 0.5376 Epoch 43/100 ---------- lr: 0.005 train loss: 0.9928 val loss: 0.4304 Epoch 44/100 ---------- lr: 0.005 train loss: 0.8194 val loss: 0.3425 Epoch 45/100 ---------- lr: 0.005 train loss: 0.7461 val loss: 0.2886 Epoch 46/100 ---------- lr: 0.005 train loss: 0.7543 val loss: 0.2905 Epoch 47/100 ---------- lr: 0.005 train loss: 1.4677 val loss: 1.1000 Epoch 48/100 ---------- lr: 0.005 train loss: 1.4508 val loss: 1.5226 Epoch 49/100 ---------- lr: 0.005 train loss: 2.1364 val loss: 1.4275 Epoch 50/100 ---------- lr: 0.005 train loss: 1.7498 val loss: 1.3404 Epoch 51/100 ---------- lr: 0.005 train loss: 3.4212 val loss: 2.6361 Epoch 52/100 ---------- lr: 0.005 train loss: 2.7010 val loss: 1.7408 Epoch 53/100 ---------- lr: 0.005 train loss: 2.1208 val loss: 1.4520 Epoch 54/100 ---------- lr: 0.005 train loss: 2.0525 val loss: 1.3902 Epoch 55/100 ---------- lr: 0.005 train loss: 2.7092 val loss: 2.2165 Epoch 56/100 ---------- lr: 0.005 train loss: 3.2526 val loss: 2.4459 Epoch 57/100 ---------- lr: 0.005 train loss: 5.9012 val loss: 4.1139 Epoch 58/100 ---------- lr: 0.005 train loss: 4.1845 val loss: 2.7065 Epoch 59/100 ---------- lr: 0.005 train loss: 3.7550 val loss: 2.7178 Epoch 60/100 ---------- lr: 0.005 train loss: 3.4417 val loss: 2.8178 Epoch 61/100 ---------- lr: 0.005 train loss: 3.1688 val loss: 2.3604 Epoch 62/100 ---------- lr: 0.005 train loss: 3.2050 val loss: 2.7427 Epoch 63/100 ---------- lr: 0.005 train loss: 3.0362 val loss: 2.4980 Epoch 64/100 ---------- lr: 0.005 train loss: 3.3523 val loss: 3.2128 Epoch 65/100 ---------- lr: 0.005 train loss: 3.2531 val loss: 2.6756 Epoch 66/100 ---------- lr: 0.005 train loss: 4.5168 val loss: 3.9034 Epoch 67/100 ---------- lr: 0.0025 train loss: 4.0311 val loss: 3.0989 Epoch 68/100 ---------- lr: 0.0025 train loss: 3.6969 val loss: 3.0771 Epoch 69/100 ---------- lr: 0.0025 train loss: 3.4264 val loss: 2.6859 Epoch 70/100 ---------- lr: 0.0025 train loss: 3.4728 val loss: 2.7213 Epoch 71/100 ---------- lr: 0.0025 train loss: 3.3303 val loss: 2.6722 Epoch 72/100 ---------- lr: 0.0025 train loss: 3.2084 val loss: 2.4994 Epoch 73/100 ---------- lr: 0.0025 train loss: 3.1301 val loss: 2.4398 Epoch 74/100 ---------- lr: 0.0025 train loss: 3.0282 val loss: 2.2721 Epoch 75/100 ---------- lr: 0.0025 train loss: 2.9965 val loss: 2.5372 Epoch 76/100 ---------- lr: 0.0025 train loss: 2.9070 val loss: 2.4222 Epoch 77/100 ---------- lr: 0.0025 train loss: 2.7837 val loss: 2.0578 Epoch 78/100 ---------- lr: 0.0025 train loss: 2.6354 val loss: 1.9885 Epoch 79/100 ---------- lr: 0.0025 train loss: 2.7498 val loss: 2.1849 Epoch 80/100 ---------- lr: 0.0025 train loss: 2.8339 val loss: 2.0314 Epoch 81/100 ---------- lr: 0.0025 train loss: 2.6624 val loss: 2.0215 Epoch 82/100 ---------- lr: 0.0025 train loss: 2.6812 val loss: 1.9584 Epoch 83/100 ---------- lr: 0.0025 train loss: 2.5263 val loss: 1.9242 Epoch 84/100 ---------- lr: 0.0025 train loss: 2.5388 val loss: 2.0226 Epoch 85/100 ---------- lr: 0.0025 train loss: 2.4152 val loss: 1.9582 Epoch 86/100 ---------- lr: 0.0025 train loss: 2.5367 val loss: 2.0911 Epoch 87/100 ---------- lr: 0.0025 train loss: 2.8004 val loss: 2.0718 Epoch 88/100 ---------- lr: 0.00125 train loss: 2.4843 val loss: 1.8678 Epoch 89/100 ---------- lr: 0.00125 train loss: 2.3720 val loss: 1.8018 Epoch 90/100 ---------- lr: 0.00125 train loss: 2.3998 val loss: 1.8815 Epoch 91/100 ---------- lr: 0.00125 train loss: 2.3035 val loss: 1.7687 Epoch 92/100 ---------- lr: 0.00125 train loss: 2.2740 val loss: 1.7134 Epoch 93/100 ---------- lr: 0.00125 train loss: 2.2151 val loss: 1.6466 Epoch 94/100 ---------- lr: 0.00125 train loss: 2.1316 val loss: 1.6891 Epoch 95/100 ---------- lr: 0.00125 train loss: 2.1125 val loss: 1.6067 Epoch 96/100 ---------- lr: 0.00125 train loss: 2.0825 val loss: 1.5878 Epoch 97/100 ---------- lr: 0.00125 train loss: 2.0459 val loss: 1.5694 Epoch 98/100 ---------- lr: 0.00125 train loss: 2.0324 val loss: 1.4705 Epoch 99/100 ---------- lr: 0.00125 train loss: 2.0109 val loss: 1.5796 Epoch 100/100 ---------- lr: 0.00125 train loss: 2.0533 val loss: 1.5733 Training complete in 18m 42s Best val loss: 0.2886 at epoch 45 Val MSE at best epoch: 0.1227