Epoch 1/100 ---------- lr: 0.005 train loss: 8.9290 val loss: 3.9328 Epoch 2/100 ---------- lr: 0.005 train loss: 4.3114 val loss: 2.9607 Epoch 3/100 ---------- lr: 0.005 train loss: 3.6803 val loss: 2.4173 Epoch 4/100 ---------- lr: 0.005 train loss: 3.1993 val loss: 2.0669 Epoch 5/100 ---------- lr: 0.005 train loss: 2.8900 val loss: 2.2257 Epoch 6/100 ---------- lr: 0.005 train loss: 2.7600 val loss: 1.8117 Epoch 7/100 ---------- lr: 0.005 train loss: 2.5596 val loss: 1.9081 Epoch 8/100 ---------- lr: 0.005 train loss: 2.2288 val loss: 1.3077 Epoch 9/100 ---------- lr: 0.005 train loss: 2.6115 val loss: 2.0659 Epoch 10/100 ---------- lr: 0.005 train loss: 2.2185 val loss: 1.1944 Epoch 11/100 ---------- lr: 0.005 train loss: 1.8705 val loss: 1.0279 Epoch 12/100 ---------- lr: 0.005 train loss: 1.8263 val loss: 1.3758 Epoch 13/100 ---------- lr: 0.005 train loss: 1.8317 val loss: 1.1004 Epoch 14/100 ---------- lr: 0.005 train loss: 1.7005 val loss: 0.9417 Epoch 15/100 ---------- lr: 0.005 train loss: 1.7625 val loss: 0.7803 Epoch 16/100 ---------- lr: 0.005 train loss: 1.6694 val loss: 1.0262 Epoch 17/100 ---------- lr: 0.005 train loss: 1.9483 val loss: 1.3234 Epoch 18/100 ---------- lr: 0.005 train loss: 1.7994 val loss: 0.8712 Epoch 19/100 ---------- lr: 0.005 train loss: 1.4887 val loss: 0.6872 Epoch 20/100 ---------- lr: 0.005 train loss: 1.4173 val loss: 0.6102 Epoch 21/100 ---------- lr: 0.005 train loss: 1.4061 val loss: 0.6639 Epoch 22/100 ---------- lr: 0.005 train loss: 1.6819 val loss: 1.0998 Epoch 23/100 ---------- lr: 0.005 train loss: 1.5279 val loss: 0.6676 Epoch 24/100 ---------- lr: 0.005 train loss: 1.3720 val loss: 0.6702 Epoch 25/100 ---------- lr: 0.005 train loss: 1.3071 val loss: 0.5050 Epoch 26/100 ---------- lr: 0.005 train loss: 1.2701 val loss: 0.5478 Epoch 27/100 ---------- lr: 0.005 train loss: 1.3735 val loss: 1.0203 Epoch 28/100 ---------- lr: 0.005 train loss: 1.4141 val loss: 0.9901 Epoch 29/100 ---------- lr: 0.005 train loss: 1.3089 val loss: 0.6578 Epoch 30/100 ---------- lr: 0.005 train loss: 1.2036 val loss: 0.4066 Epoch 31/100 ---------- lr: 0.005 train loss: 1.2651 val loss: 0.5875 Epoch 32/100 ---------- lr: 0.005 train loss: 1.4016 val loss: 0.7064 Epoch 33/100 ---------- lr: 0.005 train loss: 1.2217 val loss: 0.4769 Epoch 34/100 ---------- lr: 0.005 train loss: 1.1692 val loss: 0.5523 Epoch 35/100 ---------- lr: 0.005 train loss: 1.1839 val loss: 0.4778 Epoch 36/100 ---------- lr: 0.005 train loss: 1.1559 val loss: 0.4352 Epoch 37/100 ---------- lr: 0.005 train loss: 1.1318 val loss: 0.6597 Epoch 38/100 ---------- lr: 0.005 train loss: 1.2040 val loss: 0.4196 Epoch 39/100 ---------- lr: 0.005 train loss: 1.7067 val loss: 0.6842 Epoch 40/100 ---------- lr: 0.005 train loss: 1.2414 val loss: 0.4383 Epoch 41/100 ---------- lr: 0.005 train loss: 1.1032 val loss: 0.3652 Epoch 42/100 ---------- lr: 0.005 train loss: 1.0879 val loss: 0.6922 Epoch 43/100 ---------- lr: 0.005 train loss: 1.3765 val loss: 0.7609 Epoch 44/100 ---------- lr: 0.005 train loss: 1.2890 val loss: 0.5675 Epoch 45/100 ---------- lr: 0.005 train loss: 1.4129 val loss: 0.4914 Epoch 46/100 ---------- lr: 0.005 train loss: 1.5648 val loss: 0.5998 Epoch 47/100 ---------- lr: 0.005 train loss: 1.3927 val loss: 0.7733 Epoch 48/100 ---------- lr: 0.005 train loss: 2.1111 val loss: 1.5642 Epoch 49/100 ---------- lr: 0.005 train loss: 2.6116 val loss: 4.5844 Epoch 50/100 ---------- lr: 0.005 train loss: 4.5277 val loss: 4.4285 Epoch 51/100 ---------- lr: 0.005 train loss: 5.1775 val loss: 4.8323 Epoch 52/100 ---------- lr: 0.005 train loss: 5.1908 val loss: 3.9495 Epoch 53/100 ---------- lr: 0.005 train loss: 4.4198 val loss: 3.4508 Epoch 54/100 ---------- lr: 0.005 train loss: 4.2740 val loss: 3.1429 Epoch 55/100 ---------- lr: 0.005 train loss: 4.4753 val loss: 3.4023 Epoch 56/100 ---------- lr: 0.005 train loss: 5.0921 val loss: 4.4669 Epoch 57/100 ---------- lr: 0.005 train loss: 5.0102 val loss: 4.2207 Epoch 58/100 ---------- lr: 0.005 train loss: 4.5015 val loss: 3.1543 Epoch 59/100 ---------- lr: 0.005 train loss: 4.0375 val loss: 2.9732 Epoch 60/100 ---------- lr: 0.005 train loss: 4.2105 val loss: 3.0566 Epoch 61/100 ---------- lr: 0.005 train loss: 4.0093 val loss: 3.4688 Epoch 62/100 ---------- lr: 0.005 train loss: 4.2879 val loss: 3.4222 Epoch 63/100 ---------- lr: 0.0025 train loss: 4.0100 val loss: 2.9994 Epoch 64/100 ---------- lr: 0.0025 train loss: 3.7999 val loss: 2.8858 Epoch 65/100 ---------- lr: 0.0025 train loss: 3.7278 val loss: 2.6247 Epoch 66/100 ---------- lr: 0.0025 train loss: 3.5334 val loss: 2.6813 Epoch 67/100 ---------- lr: 0.0025 train loss: 3.4373 val loss: 2.7049 Epoch 68/100 ---------- lr: 0.0025 train loss: 3.3622 val loss: 2.5635 Epoch 69/100 ---------- lr: 0.0025 train loss: 3.3622 val loss: 2.6536 Epoch 70/100 ---------- lr: 0.0025 train loss: 3.2923 val loss: 2.4993 Epoch 71/100 ---------- lr: 0.0025 train loss: 3.2058 val loss: 2.3157 Epoch 72/100 ---------- lr: 0.0025 train loss: 3.3451 val loss: 2.3414 Epoch 73/100 ---------- lr: 0.0025 train loss: 3.3504 val loss: 2.4376 Epoch 74/100 ---------- lr: 0.0025 train loss: 3.6913 val loss: 2.9033 Epoch 75/100 ---------- lr: 0.0025 train loss: 3.6606 val loss: 2.6909 Epoch 76/100 ---------- lr: 0.0025 train loss: 3.5639 val loss: 2.9365 Epoch 77/100 ---------- lr: 0.0025 train loss: 3.8146 val loss: 2.8774 Epoch 78/100 ---------- lr: 0.0025 train loss: 3.9950 val loss: 3.0922 Epoch 79/100 ---------- lr: 0.0025 train loss: 3.8975 val loss: 3.0567 Epoch 80/100 ---------- lr: 0.0025 train loss: 3.8929 val loss: 3.1930 Epoch 81/100 ---------- lr: 0.0025 train loss: 3.8147 val loss: 2.8195 Epoch 82/100 ---------- lr: 0.0025 train loss: 3.7122 val loss: 2.8090 Epoch 83/100 ---------- lr: 0.0025 train loss: 3.8778 val loss: 3.1524 Epoch 84/100 ---------- lr: 0.00125 train loss: 3.8097 val loss: 3.0780 Epoch 85/100 ---------- lr: 0.00125 train loss: 3.6653 val loss: 2.9788 Epoch 86/100 ---------- lr: 0.00125 train loss: 3.5490 val loss: 2.8145 Epoch 87/100 ---------- lr: 0.00125 train loss: 3.6674 val loss: 3.4778 Epoch 88/100 ---------- lr: 0.00125 train loss: 3.6259 val loss: 3.0136 Epoch 89/100 ---------- lr: 0.00125 train loss: 3.5353 val loss: 2.9169 Epoch 90/100 ---------- lr: 0.00125 train loss: 3.4934 val loss: 2.9113 Epoch 91/100 ---------- lr: 0.00125 train loss: 3.4468 val loss: 2.8842 Epoch 92/100 ---------- lr: 0.00125 train loss: 3.3736 val loss: 2.7361 Epoch 93/100 ---------- lr: 0.00125 train loss: 3.3154 val loss: 2.5800 Epoch 94/100 ---------- lr: 0.00125 train loss: 3.2370 val loss: 2.5445 Epoch 95/100 ---------- lr: 0.00125 train loss: 3.2300 val loss: 2.5817 Epoch 96/100 ---------- lr: 0.00125 train loss: 3.2013 val loss: 2.4795 Epoch 97/100 ---------- lr: 0.00125 train loss: 3.1563 val loss: 2.3719 Epoch 98/100 ---------- lr: 0.00125 train loss: 3.1403 val loss: 2.5417 Epoch 99/100 ---------- lr: 0.00125 train loss: 3.1256 val loss: 2.3796 Epoch 100/100 ---------- lr: 0.00125 train loss: 3.1002 val loss: 2.4406 Training complete in 8m 51s Best val loss: 0.3652 at epoch 41 Val MSE at best epoch: 0.1549