Epoch 1/100 ---------- lr: 0.005 train loss: 14.8592 val loss: 4.9782 Epoch 2/100 ---------- lr: 0.005 train loss: 4.9845 val loss: 4.2745 Epoch 3/100 ---------- lr: 0.005 train loss: 4.1022 val loss: 3.3821 Epoch 4/100 ---------- lr: 0.005 train loss: 3.6591 val loss: 2.7218 Epoch 5/100 ---------- lr: 0.005 train loss: 3.1362 val loss: 2.4054 Epoch 6/100 ---------- lr: 0.005 train loss: 2.8215 val loss: 2.4663 Epoch 7/100 ---------- lr: 0.005 train loss: 2.6943 val loss: 1.9239 Epoch 8/100 ---------- lr: 0.005 train loss: 2.3721 val loss: 1.9979 Epoch 9/100 ---------- lr: 0.005 train loss: 3.2447 val loss: 1.8926 Epoch 10/100 ---------- lr: 0.005 train loss: 2.3180 val loss: 1.6195 Epoch 11/100 ---------- lr: 0.005 train loss: 2.1938 val loss: 1.4650 Epoch 12/100 ---------- lr: 0.005 train loss: 1.9848 val loss: 1.3118 Epoch 13/100 ---------- lr: 0.005 train loss: 1.7552 val loss: 1.0437 Epoch 14/100 ---------- lr: 0.005 train loss: 1.7187 val loss: 1.0802 Epoch 15/100 ---------- lr: 0.005 train loss: 1.8252 val loss: 1.1087 Epoch 16/100 ---------- lr: 0.005 train loss: 1.6254 val loss: 1.4308 Epoch 17/100 ---------- lr: 0.005 train loss: 1.6234 val loss: 0.9988 Epoch 18/100 ---------- lr: 0.005 train loss: 2.0571 val loss: 2.2740 Epoch 19/100 ---------- lr: 0.005 train loss: 1.7854 val loss: 0.9608 Epoch 20/100 ---------- lr: 0.005 train loss: 1.3871 val loss: 0.8807 Epoch 21/100 ---------- lr: 0.005 train loss: 1.3029 val loss: 0.7698 Epoch 22/100 ---------- lr: 0.005 train loss: 1.2863 val loss: 0.6758 Epoch 23/100 ---------- lr: 0.005 train loss: 1.2678 val loss: 0.7846 Epoch 24/100 ---------- lr: 0.005 train loss: 1.7765 val loss: 1.1409 Epoch 25/100 ---------- lr: 0.005 train loss: 1.3737 val loss: 1.0101 Epoch 26/100 ---------- lr: 0.005 train loss: 1.3013 val loss: 0.6357 Epoch 27/100 ---------- lr: 0.005 train loss: 1.1388 val loss: 0.5879 Epoch 28/100 ---------- lr: 0.005 train loss: 1.1521 val loss: 0.9106 Epoch 29/100 ---------- lr: 0.005 train loss: 1.2549 val loss: 0.6975 Epoch 30/100 ---------- lr: 0.005 train loss: 1.1650 val loss: 0.7921 Epoch 31/100 ---------- lr: 0.005 train loss: 1.1279 val loss: 0.7839 Epoch 32/100 ---------- lr: 0.005 train loss: 1.0750 val loss: 0.5113 Epoch 33/100 ---------- lr: 0.005 train loss: 1.0970 val loss: 0.7107 Epoch 34/100 ---------- lr: 0.005 train loss: 1.2115 val loss: 0.8259 Epoch 35/100 ---------- lr: 0.005 train loss: 1.1590 val loss: 0.5291 Epoch 36/100 ---------- lr: 0.005 train loss: 1.0467 val loss: 0.6325 Epoch 37/100 ---------- lr: 0.005 train loss: 0.9770 val loss: 0.5223 Epoch 38/100 ---------- lr: 0.005 train loss: 1.1023 val loss: 0.5791 Epoch 39/100 ---------- lr: 0.005 train loss: 1.0376 val loss: 0.6248 Epoch 40/100 ---------- lr: 0.005 train loss: 1.0839 val loss: 0.4515 Epoch 41/100 ---------- lr: 0.005 train loss: 0.9444 val loss: 0.5332 Epoch 42/100 ---------- lr: 0.005 train loss: 0.9689 val loss: 0.4146 Epoch 43/100 ---------- lr: 0.005 train loss: 0.9177 val loss: 0.5000 Epoch 44/100 ---------- lr: 0.005 train loss: 1.0606 val loss: 1.0473 Epoch 45/100 ---------- lr: 0.005 train loss: 1.2767 val loss: 0.6035 Epoch 46/100 ---------- lr: 0.005 train loss: 0.9533 val loss: 0.3840 Epoch 47/100 ---------- lr: 0.005 train loss: 1.0813 val loss: 1.5712 Epoch 48/100 ---------- lr: 0.005 train loss: 1.2991 val loss: 0.4745 Epoch 49/100 ---------- lr: 0.005 train loss: 0.9304 val loss: 0.3883 Epoch 50/100 ---------- lr: 0.005 train loss: 0.9222 val loss: 0.4606 Epoch 51/100 ---------- lr: 0.005 train loss: 0.8832 val loss: 0.3930 Epoch 52/100 ---------- lr: 0.005 train loss: 0.9513 val loss: 0.3685 Epoch 53/100 ---------- lr: 0.005 train loss: 0.8643 val loss: 0.4028 Epoch 54/100 ---------- lr: 0.005 train loss: 0.8510 val loss: 0.3319 Epoch 55/100 ---------- lr: 0.005 train loss: 0.8360 val loss: 0.4064 Epoch 56/100 ---------- lr: 0.005 train loss: 0.9039 val loss: 0.4809 Epoch 57/100 ---------- lr: 0.005 train loss: 1.2745 val loss: 0.7664 Epoch 58/100 ---------- lr: 0.005 train loss: 1.0701 val loss: 0.4720 Epoch 59/100 ---------- lr: 0.005 train loss: 0.8706 val loss: 0.3442 Epoch 60/100 ---------- lr: 0.005 train loss: 0.8186 val loss: 0.3093 Epoch 61/100 ---------- lr: 0.005 train loss: 0.8145 val loss: 0.3552 Epoch 62/100 ---------- lr: 0.005 train loss: 0.9083 val loss: 0.4346 Epoch 63/100 ---------- lr: 0.005 train loss: 0.8553 val loss: 0.3434 Epoch 64/100 ---------- lr: 0.005 train loss: 1.0938 val loss: 0.9204 Epoch 65/100 ---------- lr: 0.005 train loss: 1.0877 val loss: 0.4273 Epoch 66/100 ---------- lr: 0.005 train loss: 0.8453 val loss: 0.3508 Epoch 67/100 ---------- lr: 0.005 train loss: 0.8081 val loss: 0.2866 Epoch 68/100 ---------- lr: 0.005 train loss: 0.7977 val loss: 0.3593 Epoch 69/100 ---------- lr: 0.005 train loss: 0.8311 val loss: 0.3134 Epoch 70/100 ---------- lr: 0.005 train loss: 0.7945 val loss: 0.3276 Epoch 71/100 ---------- lr: 0.005 train loss: 0.9692 val loss: 0.5124 Epoch 72/100 ---------- lr: 0.005 train loss: 0.8503 val loss: 0.3341 Epoch 73/100 ---------- lr: 0.005 train loss: 0.7790 val loss: 0.3418 Epoch 74/100 ---------- lr: 0.005 train loss: 0.7817 val loss: 0.3174 Epoch 75/100 ---------- lr: 0.005 train loss: 0.8692 val loss: 0.4259 Epoch 76/100 ---------- lr: 0.005 train loss: 0.8182 val loss: 0.3169 Epoch 77/100 ---------- lr: 0.005 train loss: 0.8050 val loss: 0.3709 Epoch 78/100 ---------- lr: 0.005 train loss: 0.8174 val loss: 0.3021 Epoch 79/100 ---------- lr: 0.005 train loss: 0.7855 val loss: 0.3771 Epoch 80/100 ---------- lr: 0.005 train loss: 1.1339 val loss: 0.6349 Epoch 81/100 ---------- lr: 0.005 train loss: 0.9509 val loss: 0.3120 Epoch 82/100 ---------- lr: 0.005 train loss: 0.7893 val loss: 0.2924 Epoch 83/100 ---------- lr: 0.005 train loss: 0.7595 val loss: 0.3106 Epoch 84/100 ---------- lr: 0.005 train loss: 0.7591 val loss: 0.2929 Epoch 85/100 ---------- lr: 0.005 train loss: 0.7590 val loss: 0.2894 Epoch 86/100 ---------- lr: 0.005 train loss: 0.8160 val loss: 0.3634 Epoch 87/100 ---------- lr: 0.005 train loss: 0.8321 val loss: 0.3507 Epoch 88/100 ---------- lr: 0.005 train loss: 0.7953 val loss: 0.2734 Epoch 89/100 ---------- lr: 0.005 train loss: 0.7640 val loss: 0.2754 Epoch 90/100 ---------- lr: 0.005 train loss: 0.7489 val loss: 0.2776 Epoch 91/100 ---------- lr: 0.005 train loss: 0.7630 val loss: 0.2753 Epoch 92/100 ---------- lr: 0.005 train loss: 0.8097 val loss: 0.3366 Epoch 93/100 ---------- lr: 0.005 train loss: 0.7899 val loss: 0.3323 Epoch 94/100 ---------- lr: 0.005 train loss: 0.7826 val loss: 0.3165 Epoch 95/100 ---------- lr: 0.005 train loss: 0.8600 val loss: 0.4564 Epoch 96/100 ---------- lr: 0.005 train loss: 0.7778 val loss: 0.2714 Epoch 97/100 ---------- lr: 0.005 train loss: 0.7343 val loss: 0.2901 Epoch 98/100 ---------- lr: 0.005 train loss: 0.7389 val loss: 0.2742 Epoch 99/100 ---------- lr: 0.005 train loss: 0.7645 val loss: 0.3177 Epoch 100/100 ---------- lr: 0.005 train loss: 0.7473 val loss: 0.3098 Training complete in 8m 6s Best val loss: 0.2714 at epoch 96 Val MSE at best epoch: 0.0986