Epoch 1/100 ---------- lr: 0.005 train loss: 21.7203 val loss: 5.5211 Epoch 2/100 ---------- lr: 0.005 train loss: 5.5581 val loss: 3.5592 Epoch 3/100 ---------- lr: 0.005 train loss: 4.3682 val loss: 3.0085 Epoch 4/100 ---------- lr: 0.005 train loss: 3.8689 val loss: 2.7438 Epoch 5/100 ---------- lr: 0.005 train loss: 3.3903 val loss: 2.4125 Epoch 6/100 ---------- lr: 0.005 train loss: 3.4925 val loss: 2.3784 Epoch 7/100 ---------- lr: 0.005 train loss: 3.1961 val loss: 1.8066 Epoch 8/100 ---------- lr: 0.005 train loss: 2.8397 val loss: 1.6701 Epoch 9/100 ---------- lr: 0.005 train loss: 2.6236 val loss: 1.6296 Epoch 10/100 ---------- lr: 0.005 train loss: 2.4230 val loss: 1.2608 Epoch 11/100 ---------- lr: 0.005 train loss: 2.4608 val loss: 1.4368 Epoch 12/100 ---------- lr: 0.005 train loss: 2.2251 val loss: 1.5606 Epoch 13/100 ---------- lr: 0.005 train loss: 2.3370 val loss: 1.2475 Epoch 14/100 ---------- lr: 0.005 train loss: 1.9677 val loss: 1.0704 Epoch 15/100 ---------- lr: 0.005 train loss: 1.9637 val loss: 0.8898 Epoch 16/100 ---------- lr: 0.005 train loss: 1.7665 val loss: 0.8366 Epoch 17/100 ---------- lr: 0.005 train loss: 1.8381 val loss: 0.9585 Epoch 18/100 ---------- lr: 0.005 train loss: 1.8313 val loss: 0.8325 Epoch 19/100 ---------- lr: 0.005 train loss: 1.9332 val loss: 1.8052 Epoch 20/100 ---------- lr: 0.005 train loss: 2.1272 val loss: 0.8388 Epoch 21/100 ---------- lr: 0.005 train loss: 1.9939 val loss: 0.8874 Epoch 22/100 ---------- lr: 0.005 train loss: 1.7535 val loss: 0.9032 Epoch 23/100 ---------- lr: 0.005 train loss: 1.5429 val loss: 0.6851 Epoch 24/100 ---------- lr: 0.005 train loss: 1.6608 val loss: 1.1643 Epoch 25/100 ---------- lr: 0.005 train loss: 1.5347 val loss: 0.6555 Epoch 26/100 ---------- lr: 0.005 train loss: 1.4238 val loss: 0.5677 Epoch 27/100 ---------- lr: 0.005 train loss: 1.4401 val loss: 0.8654 Epoch 28/100 ---------- lr: 0.005 train loss: 1.4659 val loss: 0.7243 Epoch 29/100 ---------- lr: 0.005 train loss: 1.8004 val loss: 1.3793 Epoch 30/100 ---------- lr: 0.005 train loss: 1.6237 val loss: 0.8658 Epoch 31/100 ---------- lr: 0.005 train loss: 1.4611 val loss: 0.7041 Epoch 32/100 ---------- lr: 0.005 train loss: 1.3792 val loss: 0.5838 Epoch 33/100 ---------- lr: 0.005 train loss: 1.3339 val loss: 0.5736 Epoch 34/100 ---------- lr: 0.005 train loss: 2.0627 val loss: 0.7634 Epoch 35/100 ---------- lr: 0.005 train loss: 1.4894 val loss: 0.5895 Epoch 36/100 ---------- lr: 0.005 train loss: 1.3256 val loss: 0.5247 Epoch 37/100 ---------- lr: 0.005 train loss: 1.2823 val loss: 0.4906 Epoch 38/100 ---------- lr: 0.005 train loss: 1.2715 val loss: 0.4459 Epoch 39/100 ---------- lr: 0.005 train loss: 1.2386 val loss: 0.5320 Epoch 40/100 ---------- lr: 0.005 train loss: 1.3415 val loss: 0.7993 Epoch 41/100 ---------- lr: 0.005 train loss: 2.1519 val loss: 1.8068 Epoch 42/100 ---------- lr: 0.005 train loss: 2.1957 val loss: 1.0319 Epoch 43/100 ---------- lr: 0.005 train loss: 1.7840 val loss: 0.8245 Epoch 44/100 ---------- lr: 0.005 train loss: 1.4844 val loss: 0.6125 Epoch 45/100 ---------- lr: 0.005 train loss: 1.3648 val loss: 0.5538 Epoch 46/100 ---------- lr: 0.005 train loss: 1.3170 val loss: 0.4921 Epoch 47/100 ---------- lr: 0.005 train loss: 1.2708 val loss: 0.5006 Epoch 48/100 ---------- lr: 0.005 train loss: 1.3114 val loss: 0.7487 Epoch 49/100 ---------- lr: 0.005 train loss: 1.6374 val loss: 2.1706 Epoch 50/100 ---------- lr: 0.005 train loss: 2.9319 val loss: 1.7187 Epoch 51/100 ---------- lr: 0.005 train loss: 2.1768 val loss: 1.1685 Epoch 52/100 ---------- lr: 0.005 train loss: 2.0794 val loss: 1.1797 Epoch 53/100 ---------- lr: 0.005 train loss: 1.8607 val loss: 1.0774 Epoch 54/100 ---------- lr: 0.005 train loss: 1.9491 val loss: 1.1133 Epoch 55/100 ---------- lr: 0.005 train loss: 1.7984 val loss: 0.9576 Epoch 56/100 ---------- lr: 0.005 train loss: 1.8781 val loss: 1.5945 Epoch 57/100 ---------- lr: 0.005 train loss: 2.7791 val loss: 3.2852 Epoch 58/100 ---------- lr: 0.005 train loss: 5.4107 val loss: 4.6491 Epoch 59/100 ---------- lr: 0.005 train loss: 6.3910 val loss: 5.9809 Epoch 60/100 ---------- lr: 0.0025 train loss: 6.5798 val loss: 5.3587 Epoch 61/100 ---------- lr: 0.0025 train loss: 5.9887 val loss: 4.8815 Epoch 62/100 ---------- lr: 0.0025 train loss: 5.5028 val loss: 4.1242 Epoch 63/100 ---------- lr: 0.0025 train loss: 5.0119 val loss: 3.9163 Epoch 64/100 ---------- lr: 0.0025 train loss: 5.0147 val loss: 4.2322 Epoch 65/100 ---------- lr: 0.0025 train loss: 5.1919 val loss: 4.1894 Epoch 66/100 ---------- lr: 0.0025 train loss: 5.2992 val loss: 3.9734 Epoch 67/100 ---------- lr: 0.0025 train loss: 5.0207 val loss: 3.6845 Epoch 68/100 ---------- lr: 0.0025 train loss: 4.8658 val loss: 3.8266 Epoch 69/100 ---------- lr: 0.0025 train loss: 4.6414 val loss: 3.6995 Epoch 70/100 ---------- lr: 0.0025 train loss: 4.5857 val loss: 3.3716 Epoch 71/100 ---------- lr: 0.0025 train loss: 4.4143 val loss: 3.4982 Epoch 72/100 ---------- lr: 0.0025 train loss: 4.4153 val loss: 3.5385 Epoch 73/100 ---------- lr: 0.0025 train loss: 4.3289 val loss: 3.3815 Epoch 74/100 ---------- lr: 0.0025 train loss: 4.3318 val loss: 3.2757 Epoch 75/100 ---------- lr: 0.0025 train loss: 4.2824 val loss: 3.4769 Epoch 76/100 ---------- lr: 0.0025 train loss: 4.3362 val loss: 3.3921 Epoch 77/100 ---------- lr: 0.0025 train loss: 4.2038 val loss: 3.5298 Epoch 78/100 ---------- lr: 0.0025 train loss: 4.3326 val loss: 3.4706 Epoch 79/100 ---------- lr: 0.0025 train loss: 4.3835 val loss: 3.3844 Epoch 80/100 ---------- lr: 0.0025 train loss: 4.1861 val loss: 3.4015 Epoch 81/100 ---------- lr: 0.00125 train loss: 3.9398 val loss: 3.0315 Epoch 82/100 ---------- lr: 0.00125 train loss: 3.7911 val loss: 2.9641 Epoch 83/100 ---------- lr: 0.00125 train loss: 3.7165 val loss: 2.9729 Epoch 84/100 ---------- lr: 0.00125 train loss: 3.7171 val loss: 2.8647 Epoch 85/100 ---------- lr: 0.00125 train loss: 3.6229 val loss: 2.7732 Epoch 86/100 ---------- lr: 0.00125 train loss: 3.7180 val loss: 2.8172 Epoch 87/100 ---------- lr: 0.00125 train loss: 3.6624 val loss: 2.7501 Epoch 88/100 ---------- lr: 0.00125 train loss: 3.6473 val loss: 2.8096 Epoch 89/100 ---------- lr: 0.00125 train loss: 3.5243 val loss: 2.6421 Epoch 90/100 ---------- lr: 0.00125 train loss: 3.5003 val loss: 2.7374 Epoch 91/100 ---------- lr: 0.00125 train loss: 3.5020 val loss: 2.7851 Epoch 92/100 ---------- lr: 0.00125 train loss: 3.5794 val loss: 2.6289 Epoch 93/100 ---------- lr: 0.00125 train loss: 3.4617 val loss: 2.5120 Epoch 94/100 ---------- lr: 0.00125 train loss: 3.4139 val loss: 2.5418 Epoch 95/100 ---------- lr: 0.00125 train loss: 3.4548 val loss: 2.5474 Epoch 96/100 ---------- lr: 0.00125 train loss: 3.4849 val loss: 2.6272 Epoch 97/100 ---------- lr: 0.00125 train loss: 3.4198 val loss: 2.6260 Epoch 98/100 ---------- lr: 0.00125 train loss: 3.3525 val loss: 2.5719 Epoch 99/100 ---------- lr: 0.00125 train loss: 3.3209 val loss: 2.5916 Epoch 100/100 ---------- lr: 0.00125 train loss: 3.3311 val loss: 2.6052 Training complete in 13m 5s Best val loss: 0.4459 at epoch 38 Val MSE at best epoch: 0.1604