Epoch 1/100 ---------- lr: 0.005 train loss: 12.9952 val loss: 5.1756 Epoch 2/100 ---------- lr: 0.005 train loss: 4.7930 val loss: 4.0661 Epoch 3/100 ---------- lr: 0.005 train loss: 4.0368 val loss: 3.0661 Epoch 4/100 ---------- lr: 0.005 train loss: 3.4010 val loss: 2.5898 Epoch 5/100 ---------- lr: 0.005 train loss: 3.0634 val loss: 2.1445 Epoch 6/100 ---------- lr: 0.005 train loss: 2.7697 val loss: 2.1643 Epoch 7/100 ---------- lr: 0.005 train loss: 2.7199 val loss: 2.3958 Epoch 8/100 ---------- lr: 0.005 train loss: 2.5649 val loss: 1.6546 Epoch 9/100 ---------- lr: 0.005 train loss: 2.1358 val loss: 1.5836 Epoch 10/100 ---------- lr: 0.005 train loss: 2.0807 val loss: 1.5316 Epoch 11/100 ---------- lr: 0.005 train loss: 1.8681 val loss: 1.3108 Epoch 12/100 ---------- lr: 0.005 train loss: 1.8295 val loss: 1.1149 Epoch 13/100 ---------- lr: 0.005 train loss: 1.7108 val loss: 1.2621 Epoch 14/100 ---------- lr: 0.005 train loss: 1.7825 val loss: 1.2217 Epoch 15/100 ---------- lr: 0.005 train loss: 1.5628 val loss: 1.3526 Epoch 16/100 ---------- lr: 0.005 train loss: 1.6079 val loss: 0.8670 Epoch 17/100 ---------- lr: 0.005 train loss: 1.7939 val loss: 1.0838 Epoch 18/100 ---------- lr: 0.005 train loss: 1.4742 val loss: 1.0110 Epoch 19/100 ---------- lr: 0.005 train loss: 1.3903 val loss: 1.1851 Epoch 20/100 ---------- lr: 0.005 train loss: 1.4880 val loss: 0.7744 Epoch 21/100 ---------- lr: 0.005 train loss: 1.2679 val loss: 0.7862 Epoch 22/100 ---------- lr: 0.005 train loss: 1.2609 val loss: 0.8726 Epoch 23/100 ---------- lr: 0.005 train loss: 1.3129 val loss: 0.8155 Epoch 24/100 ---------- lr: 0.005 train loss: 1.1684 val loss: 0.7120 Epoch 25/100 ---------- lr: 0.005 train loss: 1.5473 val loss: 2.2886 Epoch 26/100 ---------- lr: 0.005 train loss: 2.0842 val loss: 1.0127 Epoch 27/100 ---------- lr: 0.005 train loss: 1.2388 val loss: 0.6518 Epoch 28/100 ---------- lr: 0.005 train loss: 1.1042 val loss: 0.6523 Epoch 29/100 ---------- lr: 0.005 train loss: 1.0721 val loss: 0.6157 Epoch 30/100 ---------- lr: 0.005 train loss: 1.0629 val loss: 0.5488 Epoch 31/100 ---------- lr: 0.005 train loss: 1.0710 val loss: 0.5810 Epoch 32/100 ---------- lr: 0.005 train loss: 1.0869 val loss: 0.7338 Epoch 33/100 ---------- lr: 0.005 train loss: 1.0662 val loss: 0.5746 Epoch 34/100 ---------- lr: 0.005 train loss: 1.2438 val loss: 0.7267 Epoch 35/100 ---------- lr: 0.005 train loss: 1.1258 val loss: 0.6376 Epoch 36/100 ---------- lr: 0.005 train loss: 1.3164 val loss: 0.7579 Epoch 37/100 ---------- lr: 0.005 train loss: 1.1560 val loss: 0.8287 Epoch 38/100 ---------- lr: 0.005 train loss: 1.0214 val loss: 0.4702 Epoch 39/100 ---------- lr: 0.005 train loss: 0.9498 val loss: 0.4616 Epoch 40/100 ---------- lr: 0.005 train loss: 1.0035 val loss: 0.6380 Epoch 41/100 ---------- lr: 0.005 train loss: 1.1236 val loss: 0.7420 Epoch 42/100 ---------- lr: 0.005 train loss: 1.2203 val loss: 0.6089 Epoch 43/100 ---------- lr: 0.005 train loss: 0.9650 val loss: 0.4402 Epoch 44/100 ---------- lr: 0.005 train loss: 0.8998 val loss: 0.4295 Epoch 45/100 ---------- lr: 0.005 train loss: 0.9044 val loss: 0.3992 Epoch 46/100 ---------- lr: 0.005 train loss: 0.8841 val loss: 0.5520 Epoch 47/100 ---------- lr: 0.005 train loss: 1.0187 val loss: 0.9119 Epoch 48/100 ---------- lr: 0.005 train loss: 1.0269 val loss: 0.4996 Epoch 49/100 ---------- lr: 0.005 train loss: 0.9383 val loss: 0.4213 Epoch 50/100 ---------- lr: 0.005 train loss: 0.8608 val loss: 0.3632 Epoch 51/100 ---------- lr: 0.005 train loss: 0.8627 val loss: 0.4185 Epoch 52/100 ---------- lr: 0.005 train loss: 0.9343 val loss: 0.6655 Epoch 53/100 ---------- lr: 0.005 train loss: 1.3355 val loss: 0.7693 Epoch 54/100 ---------- lr: 0.005 train loss: 0.9895 val loss: 0.4126 Epoch 55/100 ---------- lr: 0.005 train loss: 0.8897 val loss: 0.3906 Epoch 56/100 ---------- lr: 0.005 train loss: 0.8712 val loss: 0.3440 Epoch 57/100 ---------- lr: 0.005 train loss: 0.8265 val loss: 0.3721 Epoch 58/100 ---------- lr: 0.005 train loss: 0.8788 val loss: 0.4004 Epoch 59/100 ---------- lr: 0.005 train loss: 0.8617 val loss: 0.4038 Epoch 60/100 ---------- lr: 0.005 train loss: 0.8707 val loss: 0.5254 Epoch 61/100 ---------- lr: 0.005 train loss: 0.8914 val loss: 0.3622 Epoch 62/100 ---------- lr: 0.005 train loss: 0.8213 val loss: 0.3278 Epoch 63/100 ---------- lr: 0.005 train loss: 0.8369 val loss: 0.4092 Epoch 64/100 ---------- lr: 0.005 train loss: 0.8706 val loss: 0.3468 Epoch 65/100 ---------- lr: 0.005 train loss: 0.8758 val loss: 0.3848 Epoch 66/100 ---------- lr: 0.005 train loss: 0.8180 val loss: 0.3727 Epoch 67/100 ---------- lr: 0.005 train loss: 1.0414 val loss: 0.6984 Epoch 68/100 ---------- lr: 0.005 train loss: 0.9489 val loss: 0.3689 Epoch 69/100 ---------- lr: 0.005 train loss: 0.8224 val loss: 0.3211 Epoch 70/100 ---------- lr: 0.005 train loss: 0.7879 val loss: 0.3089 Epoch 71/100 ---------- lr: 0.005 train loss: 0.7954 val loss: 0.3986 Epoch 72/100 ---------- lr: 0.005 train loss: 0.8567 val loss: 0.3512 Epoch 73/100 ---------- lr: 0.005 train loss: 0.7763 val loss: 0.3313 Epoch 74/100 ---------- lr: 0.005 train loss: 0.7862 val loss: 0.4060 Epoch 75/100 ---------- lr: 0.005 train loss: 1.3206 val loss: 0.5435 Epoch 76/100 ---------- lr: 0.005 train loss: 0.8704 val loss: 0.3480 Epoch 77/100 ---------- lr: 0.005 train loss: 0.7770 val loss: 0.3155 Epoch 78/100 ---------- lr: 0.005 train loss: 0.7697 val loss: 0.3198 Epoch 79/100 ---------- lr: 0.005 train loss: 0.7674 val loss: 0.3153 Epoch 80/100 ---------- lr: 0.005 train loss: 0.7687 val loss: 0.3004 Epoch 81/100 ---------- lr: 0.005 train loss: 0.8132 val loss: 0.4850 Epoch 82/100 ---------- lr: 0.005 train loss: 0.8333 val loss: 0.3153 Epoch 83/100 ---------- lr: 0.005 train loss: 0.8106 val loss: 0.3182 Epoch 84/100 ---------- lr: 0.005 train loss: 0.7777 val loss: 0.3222 Epoch 85/100 ---------- lr: 0.005 train loss: 0.9209 val loss: 0.7606 Epoch 86/100 ---------- lr: 0.005 train loss: 0.9143 val loss: 0.3047 Epoch 87/100 ---------- lr: 0.005 train loss: 0.7752 val loss: 0.2856 Epoch 88/100 ---------- lr: 0.005 train loss: 0.7488 val loss: 0.2743 Epoch 89/100 ---------- lr: 0.005 train loss: 0.7568 val loss: 0.2923 Epoch 90/100 ---------- lr: 0.005 train loss: 0.7426 val loss: 0.2895 Epoch 91/100 ---------- lr: 0.005 train loss: 0.7886 val loss: 0.3055 Epoch 92/100 ---------- lr: 0.005 train loss: 0.7726 val loss: 0.2599 Epoch 93/100 ---------- lr: 0.005 train loss: 0.7835 val loss: 0.3928 Epoch 94/100 ---------- lr: 0.005 train loss: 3.5770 val loss: 3.1008 Epoch 95/100 ---------- lr: 0.005 train loss: 3.6576 val loss: 3.1948 Epoch 96/100 ---------- lr: 0.005 train loss: 3.5467 val loss: 2.6860 Epoch 97/100 ---------- lr: 0.005 train loss: 3.4749 val loss: 3.5014 Epoch 98/100 ---------- lr: 0.005 train loss: 3.7236 val loss: 2.9299 Epoch 99/100 ---------- lr: 0.005 train loss: 3.7847 val loss: 3.2234 Epoch 100/100 ---------- lr: 0.005 train loss: 3.7739 val loss: 2.9397 Training complete in 7m 30s Best val loss: 0.2599 at epoch 92 Val MSE at best epoch: 0.0941