Epoch 1/100 ---------- lr: 0.005 train loss: 9.4597 val loss: 4.2055 Epoch 2/100 ---------- lr: 0.005 train loss: 4.0303 val loss: 2.6862 Epoch 3/100 ---------- lr: 0.005 train loss: 3.4583 val loss: 2.7173 Epoch 4/100 ---------- lr: 0.005 train loss: 3.6775 val loss: 2.3260 Epoch 5/100 ---------- lr: 0.005 train loss: 2.8946 val loss: 1.9051 Epoch 6/100 ---------- lr: 0.005 train loss: 2.6180 val loss: 1.7466 Epoch 7/100 ---------- lr: 0.005 train loss: 2.4517 val loss: 1.7721 Epoch 8/100 ---------- lr: 0.005 train loss: 2.4706 val loss: 1.8468 Epoch 9/100 ---------- lr: 0.005 train loss: 2.2164 val loss: 1.4162 Epoch 10/100 ---------- lr: 0.005 train loss: 2.0038 val loss: 1.2736 Epoch 11/100 ---------- lr: 0.005 train loss: 1.9351 val loss: 1.4654 Epoch 12/100 ---------- lr: 0.005 train loss: 2.1098 val loss: 1.5723 Epoch 13/100 ---------- lr: 0.005 train loss: 2.1765 val loss: 1.2999 Epoch 14/100 ---------- lr: 0.005 train loss: 1.9775 val loss: 1.1490 Epoch 15/100 ---------- lr: 0.005 train loss: 1.7636 val loss: 0.9561 Epoch 16/100 ---------- lr: 0.005 train loss: 1.6399 val loss: 0.8972 Epoch 17/100 ---------- lr: 0.005 train loss: 1.6338 val loss: 0.9291 Epoch 18/100 ---------- lr: 0.005 train loss: 1.6286 val loss: 0.9354 Epoch 19/100 ---------- lr: 0.005 train loss: 1.6094 val loss: 0.8446 Epoch 20/100 ---------- lr: 0.005 train loss: 1.5996 val loss: 0.8590 Epoch 21/100 ---------- lr: 0.005 train loss: 1.5888 val loss: 1.1007 Epoch 22/100 ---------- lr: 0.005 train loss: 1.4873 val loss: 0.9892 Epoch 23/100 ---------- lr: 0.005 train loss: 1.5034 val loss: 0.6673 Epoch 24/100 ---------- lr: 0.005 train loss: 1.4084 val loss: 0.7180 Epoch 25/100 ---------- lr: 0.005 train loss: 1.3708 val loss: 0.6222 Epoch 26/100 ---------- lr: 0.005 train loss: 1.3354 val loss: 0.7751 Epoch 27/100 ---------- lr: 0.005 train loss: 1.4292 val loss: 0.8616 Epoch 28/100 ---------- lr: 0.005 train loss: 1.4392 val loss: 0.7942 Epoch 29/100 ---------- lr: 0.005 train loss: 1.5087 val loss: 1.0265 Epoch 30/100 ---------- lr: 0.005 train loss: 1.4438 val loss: 0.6339 Epoch 31/100 ---------- lr: 0.005 train loss: 1.2572 val loss: 0.6764 Epoch 32/100 ---------- lr: 0.005 train loss: 1.2534 val loss: 0.5362 Epoch 33/100 ---------- lr: 0.005 train loss: 1.2659 val loss: 0.8052 Epoch 34/100 ---------- lr: 0.005 train loss: 1.2802 val loss: 0.5592 Epoch 35/100 ---------- lr: 0.005 train loss: 1.4054 val loss: 0.6750 Epoch 36/100 ---------- lr: 0.005 train loss: 1.2762 val loss: 0.6088 Epoch 37/100 ---------- lr: 0.005 train loss: 1.2335 val loss: 0.7939 Epoch 38/100 ---------- lr: 0.005 train loss: 1.4729 val loss: 0.5723 Epoch 39/100 ---------- lr: 0.005 train loss: 1.1875 val loss: 0.4709 Epoch 40/100 ---------- lr: 0.005 train loss: 1.2150 val loss: 0.5175 Epoch 41/100 ---------- lr: 0.005 train loss: 1.2304 val loss: 0.5695 Epoch 42/100 ---------- lr: 0.005 train loss: 1.1797 val loss: 0.4945 Epoch 43/100 ---------- lr: 0.005 train loss: 1.1794 val loss: 0.7860 Epoch 44/100 ---------- lr: 0.005 train loss: 1.2330 val loss: 0.4892 Epoch 45/100 ---------- lr: 0.005 train loss: 1.1216 val loss: 0.4701 Epoch 46/100 ---------- lr: 0.005 train loss: 1.1681 val loss: 0.5646 Epoch 47/100 ---------- lr: 0.005 train loss: 1.4226 val loss: 0.6492 Epoch 48/100 ---------- lr: 0.005 train loss: 1.1677 val loss: 0.4219 Epoch 49/100 ---------- lr: 0.005 train loss: 1.1002 val loss: 0.4316 Epoch 50/100 ---------- lr: 0.005 train loss: 1.1147 val loss: 0.4500 Epoch 51/100 ---------- lr: 0.005 train loss: 1.1225 val loss: 0.4614 Epoch 52/100 ---------- lr: 0.005 train loss: 1.1946 val loss: 0.5582 Epoch 53/100 ---------- lr: 0.005 train loss: 1.2220 val loss: 0.4794 Epoch 54/100 ---------- lr: 0.005 train loss: 1.1144 val loss: 0.4058 Epoch 55/100 ---------- lr: 0.005 train loss: 1.0921 val loss: 0.7459 Epoch 56/100 ---------- lr: 0.005 train loss: 1.1855 val loss: 0.4206 Epoch 57/100 ---------- lr: 0.005 train loss: 1.1647 val loss: 0.5308 Epoch 58/100 ---------- lr: 0.005 train loss: 1.0798 val loss: 0.4126 Epoch 59/100 ---------- lr: 0.005 train loss: 1.0776 val loss: 0.5387 Epoch 60/100 ---------- lr: 0.005 train loss: 1.0673 val loss: 0.3485 Epoch 61/100 ---------- lr: 0.005 train loss: 1.1490 val loss: 0.4206 Epoch 62/100 ---------- lr: 0.005 train loss: 1.0808 val loss: 0.3943 Epoch 63/100 ---------- lr: 0.005 train loss: 1.0900 val loss: 0.3729 Epoch 64/100 ---------- lr: 0.005 train loss: 1.0891 val loss: 0.4847 Epoch 65/100 ---------- lr: 0.005 train loss: 1.0749 val loss: 0.3619 Epoch 66/100 ---------- lr: 0.005 train loss: 1.0272 val loss: 0.3623 Epoch 67/100 ---------- lr: 0.005 train loss: 1.1575 val loss: 0.4552 Epoch 68/100 ---------- lr: 0.005 train loss: 1.0754 val loss: 0.4234 Epoch 69/100 ---------- lr: 0.005 train loss: 1.0319 val loss: 0.3689 Epoch 70/100 ---------- lr: 0.005 train loss: 1.0328 val loss: 0.3885 Epoch 71/100 ---------- lr: 0.005 train loss: 1.0359 val loss: 0.3671 Epoch 72/100 ---------- lr: 0.005 train loss: 1.0400 val loss: 0.7158 Epoch 73/100 ---------- lr: 0.005 train loss: 1.3267 val loss: 0.5438 Epoch 74/100 ---------- lr: 0.005 train loss: 1.1360 val loss: 0.4113 Epoch 75/100 ---------- lr: 0.005 train loss: 1.0263 val loss: 0.3390 Epoch 76/100 ---------- lr: 0.005 train loss: 0.9996 val loss: 0.3489 Epoch 77/100 ---------- lr: 0.005 train loss: 1.0082 val loss: 0.4173 Epoch 78/100 ---------- lr: 0.005 train loss: 1.0831 val loss: 0.4350 Epoch 79/100 ---------- lr: 0.005 train loss: 1.0258 val loss: 0.3492 Epoch 80/100 ---------- lr: 0.005 train loss: 1.1276 val loss: 0.8928 Epoch 81/100 ---------- lr: 0.005 train loss: 1.2372 val loss: 0.6624 Epoch 82/100 ---------- lr: 0.005 train loss: 1.1399 val loss: 0.5769 Epoch 83/100 ---------- lr: 0.005 train loss: 1.1014 val loss: 0.3758 Epoch 84/100 ---------- lr: 0.005 train loss: 1.0501 val loss: 0.3852 Epoch 85/100 ---------- lr: 0.005 train loss: 1.0054 val loss: 0.3232 Epoch 86/100 ---------- lr: 0.005 train loss: 0.9989 val loss: 0.3403 Epoch 87/100 ---------- lr: 0.005 train loss: 1.0187 val loss: 0.3941 Epoch 88/100 ---------- lr: 0.005 train loss: 0.9972 val loss: 0.3372 Epoch 89/100 ---------- lr: 0.005 train loss: 0.9986 val loss: 0.3529 Epoch 90/100 ---------- lr: 0.005 train loss: 1.0170 val loss: 0.4229 Epoch 91/100 ---------- lr: 0.005 train loss: 1.0453 val loss: 0.3733 Epoch 92/100 ---------- lr: 0.005 train loss: 0.9987 val loss: 0.3513 Epoch 93/100 ---------- lr: 0.005 train loss: 0.9821 val loss: 0.3444 Epoch 94/100 ---------- lr: 0.005 train loss: 1.1694 val loss: 0.4266 Epoch 95/100 ---------- lr: 0.005 train loss: 0.9888 val loss: 0.3205 Epoch 96/100 ---------- lr: 0.005 train loss: 0.9708 val loss: 0.3817 Epoch 97/100 ---------- lr: 0.005 train loss: 0.9914 val loss: 0.3195 Epoch 98/100 ---------- lr: 0.005 train loss: 0.9778 val loss: 0.3209 Epoch 99/100 ---------- lr: 0.005 train loss: 0.9989 val loss: 0.3402 Epoch 100/100 ---------- lr: 0.005 train loss: 1.0928 val loss: 0.3757 Training complete in 7m 20s Best val loss: 0.3195 at epoch 97 Val MSE at best epoch: 0.1299