Epoch 1/100 ---------- lr: 0.005 train loss: 7.9604 val loss: 3.2496 Epoch 2/100 ---------- lr: 0.005 train loss: 3.8053 val loss: 2.5298 Epoch 3/100 ---------- lr: 0.005 train loss: 3.2973 val loss: 2.4289 Epoch 4/100 ---------- lr: 0.005 train loss: 2.8950 val loss: 1.9980 Epoch 5/100 ---------- lr: 0.005 train loss: 2.8681 val loss: 1.9520 Epoch 6/100 ---------- lr: 0.005 train loss: 2.4159 val loss: 1.6352 Epoch 7/100 ---------- lr: 0.005 train loss: 2.3106 val loss: 1.4228 Epoch 8/100 ---------- lr: 0.005 train loss: 2.1111 val loss: 1.2036 Epoch 9/100 ---------- lr: 0.005 train loss: 1.9629 val loss: 1.2436 Epoch 10/100 ---------- lr: 0.005 train loss: 1.8987 val loss: 1.0530 Epoch 11/100 ---------- lr: 0.005 train loss: 1.8693 val loss: 1.1318 Epoch 12/100 ---------- lr: 0.005 train loss: 1.7483 val loss: 1.1259 Epoch 13/100 ---------- lr: 0.005 train loss: 1.8137 val loss: 1.0329 Epoch 14/100 ---------- lr: 0.005 train loss: 1.6067 val loss: 0.9555 Epoch 15/100 ---------- lr: 0.005 train loss: 1.5285 val loss: 0.8408 Epoch 16/100 ---------- lr: 0.005 train loss: 1.6606 val loss: 0.9590 Epoch 17/100 ---------- lr: 0.005 train loss: 1.5654 val loss: 0.7019 Epoch 18/100 ---------- lr: 0.005 train loss: 1.3592 val loss: 0.6336 Epoch 19/100 ---------- lr: 0.005 train loss: 1.4012 val loss: 0.9450 Epoch 20/100 ---------- lr: 0.005 train loss: 1.5037 val loss: 0.6117 Epoch 21/100 ---------- lr: 0.005 train loss: 1.3531 val loss: 0.6219 Epoch 22/100 ---------- lr: 0.005 train loss: 1.3081 val loss: 0.6301 Epoch 23/100 ---------- lr: 0.005 train loss: 1.5001 val loss: 0.8138 Epoch 24/100 ---------- lr: 0.005 train loss: 1.3780 val loss: 0.6282 Epoch 25/100 ---------- lr: 0.005 train loss: 1.3411 val loss: 0.5942 Epoch 26/100 ---------- lr: 0.005 train loss: 1.2696 val loss: 0.8283 Epoch 27/100 ---------- lr: 0.005 train loss: 1.2717 val loss: 0.8083 Epoch 28/100 ---------- lr: 0.005 train loss: 1.2592 val loss: 0.6699 Epoch 29/100 ---------- lr: 0.005 train loss: 1.2037 val loss: 0.5311 Epoch 30/100 ---------- lr: 0.005 train loss: 1.1941 val loss: 0.4846 Epoch 31/100 ---------- lr: 0.005 train loss: 1.2282 val loss: 0.5942 Epoch 32/100 ---------- lr: 0.005 train loss: 1.1863 val loss: 0.4411 Epoch 33/100 ---------- lr: 0.005 train loss: 1.1392 val loss: 0.4728 Epoch 34/100 ---------- lr: 0.005 train loss: 1.6018 val loss: 0.9846 Epoch 35/100 ---------- lr: 0.005 train loss: 1.4305 val loss: 0.5961 Epoch 36/100 ---------- lr: 0.005 train loss: 1.1922 val loss: 0.4724 Epoch 37/100 ---------- lr: 0.005 train loss: 1.2029 val loss: 0.6338 Epoch 38/100 ---------- lr: 0.005 train loss: 1.1944 val loss: 0.4752 Epoch 39/100 ---------- lr: 0.005 train loss: 1.1395 val loss: 0.4201 Epoch 40/100 ---------- lr: 0.005 train loss: 1.0871 val loss: 0.3973 Epoch 41/100 ---------- lr: 0.005 train loss: 1.0803 val loss: 0.3703 Epoch 42/100 ---------- lr: 0.005 train loss: 1.1599 val loss: 0.5093 Epoch 43/100 ---------- lr: 0.005 train loss: 1.1701 val loss: 0.5346 Epoch 44/100 ---------- lr: 0.005 train loss: 1.1980 val loss: 0.4449 Epoch 45/100 ---------- lr: 0.005 train loss: 1.1182 val loss: 0.4195 Epoch 46/100 ---------- lr: 0.005 train loss: 1.1192 val loss: 0.4145 Epoch 47/100 ---------- lr: 0.005 train loss: 1.3578 val loss: 0.4933 Epoch 48/100 ---------- lr: 0.005 train loss: 1.3155 val loss: 0.5406 Epoch 49/100 ---------- lr: 0.005 train loss: 1.1299 val loss: 0.5063 Epoch 50/100 ---------- lr: 0.005 train loss: 1.0949 val loss: 0.4293 Epoch 51/100 ---------- lr: 0.005 train loss: 1.0626 val loss: 0.3799 Epoch 52/100 ---------- lr: 0.005 train loss: 1.0465 val loss: 0.3921 Epoch 53/100 ---------- lr: 0.005 train loss: 1.0362 val loss: 0.3610 Epoch 54/100 ---------- lr: 0.005 train loss: 1.0466 val loss: 0.4097 Epoch 55/100 ---------- lr: 0.005 train loss: 1.0688 val loss: 0.3972 Epoch 56/100 ---------- lr: 0.005 train loss: 1.0972 val loss: 0.3470 Epoch 57/100 ---------- lr: 0.005 train loss: 1.0181 val loss: 0.3559 Epoch 58/100 ---------- lr: 0.005 train loss: 1.0264 val loss: 0.3258 Epoch 59/100 ---------- lr: 0.005 train loss: 1.2237 val loss: 1.0838 Epoch 60/100 ---------- lr: 0.005 train loss: 1.2200 val loss: 0.6377 Epoch 61/100 ---------- lr: 0.005 train loss: 1.1031 val loss: 0.5289 Epoch 62/100 ---------- lr: 0.005 train loss: 1.0285 val loss: 0.3197 Epoch 63/100 ---------- lr: 0.005 train loss: 0.9946 val loss: 0.3623 Epoch 64/100 ---------- lr: 0.005 train loss: 1.0391 val loss: 0.4054 Epoch 65/100 ---------- lr: 0.005 train loss: 1.0153 val loss: 0.3615 Epoch 66/100 ---------- lr: 0.005 train loss: 1.0551 val loss: 0.4358 Epoch 67/100 ---------- lr: 0.005 train loss: 1.0840 val loss: 0.4651 Epoch 68/100 ---------- lr: 0.005 train loss: 1.1295 val loss: 0.3437 Epoch 69/100 ---------- lr: 0.005 train loss: 1.0338 val loss: 0.3434 Epoch 70/100 ---------- lr: 0.005 train loss: 0.9804 val loss: 0.2868 Epoch 71/100 ---------- lr: 0.005 train loss: 0.9917 val loss: 0.3548 Epoch 72/100 ---------- lr: 0.005 train loss: 1.0385 val loss: 0.3248 Epoch 73/100 ---------- lr: 0.005 train loss: 0.9722 val loss: 0.3180 Epoch 74/100 ---------- lr: 0.005 train loss: 1.0357 val loss: 0.3795 Epoch 75/100 ---------- lr: 0.005 train loss: 1.1525 val loss: 0.4036 Epoch 76/100 ---------- lr: 0.005 train loss: 1.0031 val loss: 0.3136 Epoch 77/100 ---------- lr: 0.005 train loss: 0.9605 val loss: 0.3270 Epoch 78/100 ---------- lr: 0.005 train loss: 0.9860 val loss: 0.2947 Epoch 79/100 ---------- lr: 0.005 train loss: 0.9591 val loss: 0.3222 Epoch 80/100 ---------- lr: 0.005 train loss: 0.9997 val loss: 0.3131 Epoch 81/100 ---------- lr: 0.005 train loss: 1.0075 val loss: 0.3947 Epoch 82/100 ---------- lr: 0.005 train loss: 1.2681 val loss: 0.4172 Epoch 83/100 ---------- lr: 0.005 train loss: 1.0298 val loss: 0.3299 Epoch 84/100 ---------- lr: 0.005 train loss: 0.9857 val loss: 0.3870 Epoch 85/100 ---------- lr: 0.005 train loss: 0.9836 val loss: 0.2989 Epoch 86/100 ---------- lr: 0.005 train loss: 1.0762 val loss: 0.5315 Epoch 87/100 ---------- lr: 0.005 train loss: 1.0272 val loss: 0.3718 Epoch 88/100 ---------- lr: 0.005 train loss: 1.0461 val loss: 0.3379 Epoch 89/100 ---------- lr: 0.005 train loss: 0.9722 val loss: 0.4102 Epoch 90/100 ---------- lr: 0.005 train loss: 0.9837 val loss: 0.3418 Epoch 91/100 ---------- lr: 0.005 train loss: 0.9547 val loss: 0.2680 Epoch 92/100 ---------- lr: 0.005 train loss: 0.9921 val loss: 0.3274 Epoch 93/100 ---------- lr: 0.005 train loss: 0.9682 val loss: 0.3202 Epoch 94/100 ---------- lr: 0.005 train loss: 0.9808 val loss: 0.3432 Epoch 95/100 ---------- lr: 0.005 train loss: 0.9875 val loss: 0.2888 Epoch 96/100 ---------- lr: 0.005 train loss: 0.9521 val loss: 0.3202 Epoch 97/100 ---------- lr: 0.005 train loss: 0.9902 val loss: 0.3025 Epoch 98/100 ---------- lr: 0.005 train loss: 0.9454 val loss: 0.2827 Epoch 99/100 ---------- lr: 0.005 train loss: 1.0216 val loss: 0.3398 Epoch 100/100 ---------- lr: 0.005 train loss: 0.9690 val loss: 0.2570 Training complete in 7m 21s Best val loss: 0.2570 at epoch 100 Val MSE at best epoch: 0.1087