Epoch 1/100 ---------- lr: 0.001 train loss: 56.3136 val loss: 12.9389 Epoch 2/100 ---------- lr: 0.001 train loss: 8.9234 val loss: 4.8300 Epoch 3/100 ---------- lr: 0.001 train loss: 6.1702 val loss: 3.7964 Epoch 4/100 ---------- lr: 0.001 train loss: 5.2068 val loss: 3.0667 Epoch 5/100 ---------- lr: 0.001 train loss: 4.5900 val loss: 2.7425 Epoch 6/100 ---------- lr: 0.001 train loss: 4.0526 val loss: 2.5447 Epoch 7/100 ---------- lr: 0.001 train loss: 3.5914 val loss: 2.0882 Epoch 8/100 ---------- lr: 0.001 train loss: 3.4153 val loss: 1.9872 Epoch 9/100 ---------- lr: 0.001 train loss: 3.0703 val loss: 1.8401 Epoch 10/100 ---------- lr: 0.001 train loss: 3.0337 val loss: 1.7690 Epoch 11/100 ---------- lr: 0.001 train loss: 2.8606 val loss: 1.4806 Epoch 12/100 ---------- lr: 0.001 train loss: 2.6716 val loss: 1.5033 Epoch 13/100 ---------- lr: 0.001 train loss: 2.5814 val loss: 1.5041 Epoch 14/100 ---------- lr: 0.001 train loss: 2.3999 val loss: 1.4531 Epoch 15/100 ---------- lr: 0.001 train loss: 2.3023 val loss: 1.3419 Epoch 16/100 ---------- lr: 0.001 train loss: 2.1461 val loss: 1.1183 Epoch 17/100 ---------- lr: 0.001 train loss: 2.2912 val loss: 1.1421 Epoch 18/100 ---------- lr: 0.001 train loss: 2.1303 val loss: 1.1047 Epoch 19/100 ---------- lr: 0.001 train loss: 2.0580 val loss: 1.0401 Epoch 20/100 ---------- lr: 0.001 train loss: 1.9035 val loss: 0.9592 Epoch 21/100 ---------- lr: 0.001 train loss: 1.8660 val loss: 0.9367 Epoch 22/100 ---------- lr: 0.001 train loss: 1.7703 val loss: 0.9167 Epoch 23/100 ---------- lr: 0.001 train loss: 1.8156 val loss: 0.8623 Epoch 24/100 ---------- lr: 0.001 train loss: 1.8354 val loss: 0.8490 Epoch 25/100 ---------- lr: 0.001 train loss: 1.6856 val loss: 0.7562 Epoch 26/100 ---------- lr: 0.001 train loss: 1.7664 val loss: 1.2353 Epoch 27/100 ---------- lr: 0.001 train loss: 1.6681 val loss: 0.7431 Epoch 28/100 ---------- lr: 0.001 train loss: 1.5709 val loss: 0.6759 Epoch 29/100 ---------- lr: 0.001 train loss: 1.5787 val loss: 0.6727 Epoch 30/100 ---------- lr: 0.001 train loss: 1.5458 val loss: 0.7052 Epoch 31/100 ---------- lr: 0.001 train loss: 1.7694 val loss: 0.7340 Epoch 32/100 ---------- lr: 0.001 train loss: 1.4976 val loss: 0.6189 Epoch 33/100 ---------- lr: 0.001 train loss: 1.4961 val loss: 0.8021 Epoch 34/100 ---------- lr: 0.001 train loss: 1.4882 val loss: 0.5942 Epoch 35/100 ---------- lr: 0.001 train loss: 1.4350 val loss: 0.6893 Epoch 36/100 ---------- lr: 0.001 train loss: 1.4286 val loss: 0.6094 Epoch 37/100 ---------- lr: 0.001 train loss: 1.3869 val loss: 0.6098 Epoch 38/100 ---------- lr: 0.001 train loss: 1.3601 val loss: 0.5339 Epoch 39/100 ---------- lr: 0.001 train loss: 1.7909 val loss: 0.6787 Epoch 40/100 ---------- lr: 0.001 train loss: 1.3919 val loss: 0.5328 Epoch 41/100 ---------- lr: 0.001 train loss: 1.3242 val loss: 0.5108 Epoch 42/100 ---------- lr: 0.001 train loss: 1.3081 val loss: 0.5138 Epoch 43/100 ---------- lr: 0.001 train loss: 1.2970 val loss: 0.4850 Epoch 44/100 ---------- lr: 0.001 train loss: 1.3106 val loss: 0.5222 Epoch 45/100 ---------- lr: 0.001 train loss: 1.8560 val loss: 0.5460 Epoch 46/100 ---------- lr: 0.001 train loss: 1.3021 val loss: 0.4756 Epoch 47/100 ---------- lr: 0.001 train loss: 1.2693 val loss: 0.4433 Epoch 48/100 ---------- lr: 0.001 train loss: 1.2463 val loss: 0.4454 Epoch 49/100 ---------- lr: 0.001 train loss: 1.2369 val loss: 0.4702 Epoch 50/100 ---------- lr: 0.001 train loss: 1.2667 val loss: 0.4309 Epoch 51/100 ---------- lr: 0.001 train loss: 1.3060 val loss: 0.5985 Epoch 52/100 ---------- lr: 0.001 train loss: 1.3045 val loss: 0.4568 Epoch 53/100 ---------- lr: 0.001 train loss: 1.2348 val loss: 0.6554 Epoch 54/100 ---------- lr: 0.001 train loss: 1.3514 val loss: 0.7573 Epoch 55/100 ---------- lr: 0.001 train loss: 1.3783 val loss: 0.6950 Epoch 56/100 ---------- lr: 0.001 train loss: 1.2317 val loss: 0.4201 Epoch 57/100 ---------- lr: 0.001 train loss: 1.1786 val loss: 0.3755 Epoch 58/100 ---------- lr: 0.001 train loss: 1.1700 val loss: 0.3808 Epoch 59/100 ---------- lr: 0.001 train loss: 1.1696 val loss: 0.3963 Epoch 60/100 ---------- lr: 0.001 train loss: 1.1823 val loss: 0.3949 Epoch 61/100 ---------- lr: 0.001 train loss: 1.2632 val loss: 0.6411 Epoch 62/100 ---------- lr: 0.001 train loss: 1.2555 val loss: 0.4198 Epoch 63/100 ---------- lr: 0.001 train loss: 1.1509 val loss: 0.3626 Epoch 64/100 ---------- lr: 0.001 train loss: 1.1338 val loss: 0.3318 Epoch 65/100 ---------- lr: 0.001 train loss: 1.1399 val loss: 0.3812 Epoch 66/100 ---------- lr: 0.001 train loss: 1.1446 val loss: 0.3872 Epoch 67/100 ---------- lr: 0.001 train loss: 1.1566 val loss: 0.4111 Epoch 68/100 ---------- lr: 0.001 train loss: 1.1561 val loss: 0.4029 Epoch 69/100 ---------- lr: 0.001 train loss: 1.1824 val loss: 0.3406 Epoch 70/100 ---------- lr: 0.001 train loss: 1.1782 val loss: 0.3844 Epoch 71/100 ---------- lr: 0.001 train loss: 1.1201 val loss: 0.3266 Epoch 72/100 ---------- lr: 0.001 train loss: 1.1017 val loss: 0.3591 Epoch 73/100 ---------- lr: 0.001 train loss: 1.4238 val loss: 0.6074 Epoch 74/100 ---------- lr: 0.001 train loss: 1.2402 val loss: 0.3907 Epoch 75/100 ---------- lr: 0.001 train loss: 1.1199 val loss: 0.3269 Epoch 76/100 ---------- lr: 0.001 train loss: 1.0948 val loss: 0.3179 Epoch 77/100 ---------- lr: 0.001 train loss: 1.0936 val loss: 0.3353 Epoch 78/100 ---------- lr: 0.001 train loss: 1.0920 val loss: 0.3077 Epoch 79/100 ---------- lr: 0.001 train loss: 1.0883 val loss: 0.3151 Epoch 80/100 ---------- lr: 0.001 train loss: 1.3496 val loss: 0.5451 Epoch 81/100 ---------- lr: 0.001 train loss: 1.1724 val loss: 0.3921 Epoch 82/100 ---------- lr: 0.001 train loss: 1.0938 val loss: 0.3268 Epoch 83/100 ---------- lr: 0.001 train loss: 1.0675 val loss: 0.3021 Epoch 84/100 ---------- lr: 0.001 train loss: 1.0947 val loss: 0.3038 Epoch 85/100 ---------- lr: 0.001 train loss: 1.0644 val loss: 0.3224 Epoch 86/100 ---------- lr: 0.001 train loss: 1.0608 val loss: 0.3283 Epoch 87/100 ---------- lr: 0.001 train loss: 1.0575 val loss: 0.3219 Epoch 88/100 ---------- lr: 0.001 train loss: 1.0723 val loss: 0.3052 Epoch 89/100 ---------- lr: 0.001 train loss: 1.0577 val loss: 0.2960 Epoch 90/100 ---------- lr: 0.001 train loss: 1.0519 val loss: 0.3087 Epoch 91/100 ---------- lr: 0.001 train loss: 1.1394 val loss: 0.3642 Epoch 92/100 ---------- lr: 0.001 train loss: 1.0845 val loss: 0.2985 Epoch 93/100 ---------- lr: 0.001 train loss: 1.0515 val loss: 0.3069 Epoch 94/100 ---------- lr: 0.001 train loss: 1.0695 val loss: 0.3187 Epoch 95/100 ---------- lr: 0.001 train loss: 1.0398 val loss: 0.2824 Epoch 96/100 ---------- lr: 0.001 train loss: 1.0480 val loss: 0.3794 Epoch 97/100 ---------- lr: 0.001 train loss: 1.1615 val loss: 0.3117 Epoch 98/100 ---------- lr: 0.001 train loss: 1.1018 val loss: 0.3907 Epoch 99/100 ---------- lr: 0.001 train loss: 1.0572 val loss: 0.2823 Epoch 100/100 ---------- lr: 0.001 train loss: 1.0241 val loss: 0.2729 Training complete in 22m 48s Best val loss: 0.2729 at epoch 100 Val MSE at best epoch: 0.0965