Epoch 1/100 ---------- lr: 0.01 train loss: 23.5320 val loss: 4.3622 Epoch 2/100 ---------- lr: 0.01 train loss: 6.1144 val loss: 3.6467 Epoch 3/100 ---------- lr: 0.01 train loss: 5.0378 val loss: 2.7920 Epoch 4/100 ---------- lr: 0.01 train loss: 4.6287 val loss: 2.5942 Epoch 5/100 ---------- lr: 0.01 train loss: 4.2872 val loss: 2.5020 Epoch 6/100 ---------- lr: 0.01 train loss: 4.1990 val loss: 2.4510 Epoch 7/100 ---------- lr: 0.01 train loss: 3.9542 val loss: 1.9929 Epoch 8/100 ---------- lr: 0.01 train loss: 3.8130 val loss: 2.2352 Epoch 9/100 ---------- lr: 0.01 train loss: 4.3214 val loss: 1.8787 Epoch 10/100 ---------- lr: 0.01 train loss: 3.6329 val loss: 1.6881 Epoch 11/100 ---------- lr: 0.01 train loss: 3.4991 val loss: 1.4455 Epoch 12/100 ---------- lr: 0.01 train loss: 3.3603 val loss: 1.5411 Epoch 13/100 ---------- lr: 0.01 train loss: 3.2750 val loss: 1.7002 Epoch 14/100 ---------- lr: 0.01 train loss: 3.2876 val loss: 1.3750 Epoch 15/100 ---------- lr: 0.01 train loss: 3.1282 val loss: 1.2376 Epoch 16/100 ---------- lr: 0.01 train loss: 3.0806 val loss: 1.8038 Epoch 17/100 ---------- lr: 0.01 train loss: 3.1982 val loss: 1.2535 Epoch 18/100 ---------- lr: 0.01 train loss: 3.1194 val loss: 2.8251 Epoch 19/100 ---------- lr: 0.01 train loss: 7.0312 val loss: 4.3636 Epoch 20/100 ---------- lr: 0.01 train loss: 6.7853 val loss: 4.6477 Epoch 21/100 ---------- lr: 0.01 train loss: 6.4243 val loss: 4.5315 Epoch 22/100 ---------- lr: 0.01 train loss: 6.4225 val loss: 4.6737 Epoch 23/100 ---------- lr: 0.01 train loss: 6.0795 val loss: 4.2991 Epoch 24/100 ---------- lr: 0.01 train loss: 7.4259 val loss: 7.4850 Epoch 25/100 ---------- lr: 0.01 train loss: 8.3680 val loss: 5.5772 Epoch 26/100 ---------- lr: 0.01 train loss: 7.3346 val loss: 5.3765 Epoch 27/100 ---------- lr: 0.01 train loss: 7.5209 val loss: 5.0059 Epoch 28/100 ---------- lr: 0.01 train loss: 6.9087 val loss: 4.6035 Epoch 29/100 ---------- lr: 0.01 train loss: 6.4520 val loss: 4.6133 Epoch 30/100 ---------- lr: 0.01 train loss: 6.2272 val loss: 4.0319 Epoch 31/100 ---------- lr: 0.01 train loss: 6.0875 val loss: 4.4907 Epoch 32/100 ---------- lr: 0.01 train loss: 5.9286 val loss: 3.9776 Epoch 33/100 ---------- lr: 0.01 train loss: 5.5796 val loss: 4.0919 Epoch 34/100 ---------- lr: 0.01 train loss: 5.5020 val loss: 3.8382 Epoch 35/100 ---------- lr: 0.01 train loss: 6.2062 val loss: 5.1054 Epoch 36/100 ---------- lr: 0.01 train loss: 7.5318 val loss: 6.0635 Epoch 37/100 ---------- lr: 0.005 train loss: 7.1345 val loss: 5.3947 Epoch 38/100 ---------- lr: 0.005 train loss: 6.8668 val loss: 5.1479 Epoch 39/100 ---------- lr: 0.005 train loss: 6.5166 val loss: 4.9871 Epoch 40/100 ---------- lr: 0.005 train loss: 6.7835 val loss: 4.8443 Epoch 41/100 ---------- lr: 0.005 train loss: 6.4280 val loss: 4.8126 Epoch 42/100 ---------- lr: 0.005 train loss: 6.2109 val loss: 4.7352 Epoch 43/100 ---------- lr: 0.005 train loss: 6.3836 val loss: 4.3822 Epoch 44/100 ---------- lr: 0.005 train loss: 6.1278 val loss: 4.3288 Epoch 45/100 ---------- lr: 0.005 train loss: 5.8906 val loss: 4.2815 Epoch 46/100 ---------- lr: 0.005 train loss: 6.2069 val loss: 4.4082 Epoch 47/100 ---------- lr: 0.005 train loss: 5.9986 val loss: 4.3145 Epoch 48/100 ---------- lr: 0.005 train loss: 5.6813 val loss: 4.0536 Epoch 49/100 ---------- lr: 0.005 train loss: 5.6044 val loss: 3.9190 Epoch 50/100 ---------- lr: 0.005 train loss: 5.4451 val loss: 3.7169 Epoch 51/100 ---------- lr: 0.005 train loss: 5.3255 val loss: 3.9400 Epoch 52/100 ---------- lr: 0.005 train loss: 5.6911 val loss: 4.4313 Epoch 53/100 ---------- lr: 0.005 train loss: 5.5232 val loss: 4.1474 Epoch 54/100 ---------- lr: 0.005 train loss: 5.2623 val loss: 4.1217 Epoch 55/100 ---------- lr: 0.005 train loss: 5.6274 val loss: 4.2882 Epoch 56/100 ---------- lr: 0.005 train loss: 5.7720 val loss: 4.2897 Epoch 57/100 ---------- lr: 0.005 train loss: 5.6673 val loss: 4.5519 Epoch 58/100 ---------- lr: 0.0025 train loss: 5.4564 val loss: 4.2729 Epoch 59/100 ---------- lr: 0.0025 train loss: 5.3052 val loss: 3.9932 Epoch 60/100 ---------- lr: 0.0025 train loss: 5.3799 val loss: 3.8654 Epoch 61/100 ---------- lr: 0.0025 train loss: 5.2615 val loss: 3.7861 Epoch 62/100 ---------- lr: 0.0025 train loss: 5.1813 val loss: 3.8016 Epoch 63/100 ---------- lr: 0.0025 train loss: 5.0883 val loss: 3.5912 Epoch 64/100 ---------- lr: 0.0025 train loss: 5.0275 val loss: 3.5955 Epoch 65/100 ---------- lr: 0.0025 train loss: 5.0067 val loss: 3.6437 Epoch 66/100 ---------- lr: 0.0025 train loss: 5.0087 val loss: 3.4412 Epoch 67/100 ---------- lr: 0.0025 train loss: 4.8818 val loss: 3.3086 Epoch 68/100 ---------- lr: 0.0025 train loss: 4.8697 val loss: 3.3207 Epoch 69/100 ---------- lr: 0.0025 train loss: 4.8314 val loss: 3.3304 Epoch 70/100 ---------- lr: 0.0025 train loss: 4.8263 val loss: 3.4238 Epoch 71/100 ---------- lr: 0.0025 train loss: 4.8607 val loss: 3.3315 Epoch 72/100 ---------- lr: 0.0025 train loss: 4.7544 val loss: 3.6017 Epoch 73/100 ---------- lr: 0.0025 train loss: 4.8025 val loss: 3.3874 Epoch 74/100 ---------- lr: 0.0025 train loss: 4.7633 val loss: 3.3098 Epoch 75/100 ---------- lr: 0.0025 train loss: 4.6908 val loss: 3.3328 Epoch 76/100 ---------- lr: 0.0025 train loss: 4.8081 val loss: 3.4720 Epoch 77/100 ---------- lr: 0.0025 train loss: 4.8602 val loss: 3.4768 Epoch 78/100 ---------- lr: 0.0025 train loss: 4.8658 val loss: 3.4415 Epoch 79/100 ---------- lr: 0.00125 train loss: 4.7002 val loss: 3.3481 Epoch 80/100 ---------- lr: 0.00125 train loss: 4.6660 val loss: 3.3245 Epoch 81/100 ---------- lr: 0.00125 train loss: 4.6060 val loss: 3.2725 Epoch 82/100 ---------- lr: 0.00125 train loss: 4.5706 val loss: 3.2572 Epoch 83/100 ---------- lr: 0.00125 train loss: 4.5549 val loss: 3.1994 Epoch 84/100 ---------- lr: 0.00125 train loss: 4.5198 val loss: 3.2254 Epoch 85/100 ---------- lr: 0.00125 train loss: 4.5129 val loss: 3.2183 Epoch 86/100 ---------- lr: 0.00125 train loss: 4.4741 val loss: 3.1427 Epoch 87/100 ---------- lr: 0.00125 train loss: 4.4889 val loss: 3.0455 Epoch 88/100 ---------- lr: 0.00125 train loss: 4.4869 val loss: 3.1076 Epoch 89/100 ---------- lr: 0.00125 train loss: 4.4972 val loss: 3.2508 Epoch 90/100 ---------- lr: 0.00125 train loss: 4.4712 val loss: 3.2226 Epoch 91/100 ---------- lr: 0.00125 train loss: 4.4670 val loss: 3.1690 Epoch 92/100 ---------- lr: 0.00125 train loss: 4.4751 val loss: 3.3371 Epoch 93/100 ---------- lr: 0.00125 train loss: 4.5412 val loss: 3.1446 Epoch 94/100 ---------- lr: 0.00125 train loss: 4.4904 val loss: 3.1524 Epoch 95/100 ---------- lr: 0.00125 train loss: 4.4672 val loss: 3.1230 Epoch 96/100 ---------- lr: 0.00125 train loss: 4.4723 val loss: 3.0554 Epoch 97/100 ---------- lr: 0.00125 train loss: 4.4737 val loss: 3.1613 Epoch 98/100 ---------- lr: 0.00125 train loss: 4.4656 val loss: 3.0935 Epoch 99/100 ---------- lr: 0.00125 train loss: 4.3947 val loss: 3.1058 Epoch 100/100 ---------- lr: 0.000625 train loss: 4.3618 val loss: 3.0238 Training complete in 12m 48s Best val loss: 1.2376 at epoch 15 Val MSE at best epoch: 0.5063