Epoch 1/100 ---------- lr: 0.005 train loss: 12.5039 val loss: 5.1120 Epoch 2/100 ---------- lr: 0.005 train loss: 5.2300 val loss: 2.8502 Epoch 3/100 ---------- lr: 0.005 train loss: 4.5692 val loss: 2.7498 Epoch 4/100 ---------- lr: 0.005 train loss: 4.0994 val loss: 2.6068 Epoch 5/100 ---------- lr: 0.005 train loss: 3.8743 val loss: 2.1317 Epoch 6/100 ---------- lr: 0.005 train loss: 4.1366 val loss: 2.3381 Epoch 7/100 ---------- lr: 0.005 train loss: 3.6135 val loss: 1.5679 Epoch 8/100 ---------- lr: 0.005 train loss: 3.2510 val loss: 1.7919 Epoch 9/100 ---------- lr: 0.005 train loss: 3.1776 val loss: 1.5436 Epoch 10/100 ---------- lr: 0.005 train loss: 3.0523 val loss: 1.4132 Epoch 11/100 ---------- lr: 0.005 train loss: 3.1961 val loss: 1.3564 Epoch 12/100 ---------- lr: 0.005 train loss: 3.0099 val loss: 3.6929 Epoch 13/100 ---------- lr: 0.005 train loss: 3.7045 val loss: 1.7010 Epoch 14/100 ---------- lr: 0.005 train loss: 3.0388 val loss: 1.6082 Epoch 15/100 ---------- lr: 0.005 train loss: 2.9672 val loss: 1.5710 Epoch 16/100 ---------- lr: 0.005 train loss: 2.7277 val loss: 1.2484 Epoch 17/100 ---------- lr: 0.005 train loss: 3.3784 val loss: 1.4662 Epoch 18/100 ---------- lr: 0.005 train loss: 2.7905 val loss: 1.3554 Epoch 19/100 ---------- lr: 0.005 train loss: 2.6683 val loss: 1.0957 Epoch 20/100 ---------- lr: 0.005 train loss: 2.5697 val loss: 1.1534 Epoch 21/100 ---------- lr: 0.005 train loss: 2.5352 val loss: 0.9723 Epoch 22/100 ---------- lr: 0.005 train loss: 2.5591 val loss: 0.9849 Epoch 23/100 ---------- lr: 0.005 train loss: 2.6152 val loss: 1.4045 Epoch 24/100 ---------- lr: 0.005 train loss: 2.4500 val loss: 2.2800 Epoch 25/100 ---------- lr: 0.005 train loss: 2.7460 val loss: 1.5243 Epoch 26/100 ---------- lr: 0.005 train loss: 2.5559 val loss: 0.9989 Epoch 27/100 ---------- lr: 0.005 train loss: 2.3317 val loss: 0.9709 Epoch 28/100 ---------- lr: 0.005 train loss: 2.2750 val loss: 0.8592 Epoch 29/100 ---------- lr: 0.005 train loss: 2.3430 val loss: 0.9535 Epoch 30/100 ---------- lr: 0.005 train loss: 2.2394 val loss: 0.8003 Epoch 31/100 ---------- lr: 0.005 train loss: 2.3576 val loss: 0.8819 Epoch 32/100 ---------- lr: 0.005 train loss: 2.3177 val loss: 0.7807 Epoch 33/100 ---------- lr: 0.005 train loss: 2.2261 val loss: 0.7660 Epoch 34/100 ---------- lr: 0.005 train loss: 2.2429 val loss: 0.7290 Epoch 35/100 ---------- lr: 0.005 train loss: 2.1486 val loss: 0.8085 Epoch 36/100 ---------- lr: 0.005 train loss: 2.1733 val loss: 0.7894 Epoch 37/100 ---------- lr: 0.005 train loss: 2.2403 val loss: 0.9773 Epoch 38/100 ---------- lr: 0.005 train loss: 2.4194 val loss: 1.4605 Epoch 39/100 ---------- lr: 0.005 train loss: 2.3935 val loss: 0.7588 Epoch 40/100 ---------- lr: 0.005 train loss: 2.1725 val loss: 0.7958 Epoch 41/100 ---------- lr: 0.005 train loss: 2.1661 val loss: 0.9059 Epoch 42/100 ---------- lr: 0.005 train loss: 2.1869 val loss: 0.7100 Epoch 43/100 ---------- lr: 0.005 train loss: 2.1342 val loss: 0.6886 Epoch 44/100 ---------- lr: 0.005 train loss: 2.0461 val loss: 0.6200 Epoch 45/100 ---------- lr: 0.005 train loss: 2.0227 val loss: 0.6292 Epoch 46/100 ---------- lr: 0.005 train loss: 2.0295 val loss: 0.6397 Epoch 47/100 ---------- lr: 0.005 train loss: 2.4159 val loss: 1.1811 Epoch 48/100 ---------- lr: 0.005 train loss: 2.2959 val loss: 0.7404 Epoch 49/100 ---------- lr: 0.005 train loss: 2.0756 val loss: 0.9323 Epoch 50/100 ---------- lr: 0.005 train loss: 2.0360 val loss: 0.6238 Epoch 51/100 ---------- lr: 0.005 train loss: 1.9900 val loss: 0.6414 Epoch 52/100 ---------- lr: 0.005 train loss: 1.9739 val loss: 0.5679 Epoch 53/100 ---------- lr: 0.005 train loss: 2.2776 val loss: 0.9813 Epoch 54/100 ---------- lr: 0.005 train loss: 2.1139 val loss: 0.6298 Epoch 55/100 ---------- lr: 0.005 train loss: 2.0106 val loss: 0.6082 Epoch 56/100 ---------- lr: 0.005 train loss: 2.0454 val loss: 0.6641 Epoch 57/100 ---------- lr: 0.005 train loss: 1.9946 val loss: 0.6160 Epoch 58/100 ---------- lr: 0.005 train loss: 1.9614 val loss: 0.6366 Epoch 59/100 ---------- lr: 0.005 train loss: 1.9974 val loss: 0.6799 Epoch 60/100 ---------- lr: 0.005 train loss: 2.0379 val loss: 0.5641 Epoch 61/100 ---------- lr: 0.005 train loss: 1.9600 val loss: 0.5463 Epoch 62/100 ---------- lr: 0.005 train loss: 1.9557 val loss: 0.6443 Epoch 63/100 ---------- lr: 0.005 train loss: 2.1245 val loss: 0.6948 Epoch 64/100 ---------- lr: 0.005 train loss: 2.1874 val loss: 1.0506 Epoch 65/100 ---------- lr: 0.005 train loss: 2.2384 val loss: 0.8201 Epoch 66/100 ---------- lr: 0.005 train loss: 2.1748 val loss: 0.6377 Epoch 67/100 ---------- lr: 0.005 train loss: 1.9892 val loss: 0.6208 Epoch 68/100 ---------- lr: 0.005 train loss: 1.9379 val loss: 0.6099 Epoch 69/100 ---------- lr: 0.005 train loss: 1.9643 val loss: 0.5821 Epoch 70/100 ---------- lr: 0.005 train loss: 1.9261 val loss: 0.6087 Epoch 71/100 ---------- lr: 0.005 train loss: 1.9123 val loss: 0.5053 Epoch 72/100 ---------- lr: 0.005 train loss: 1.9171 val loss: 1.1075 Epoch 73/100 ---------- lr: 0.005 train loss: 2.0386 val loss: 0.6420 Epoch 74/100 ---------- lr: 0.005 train loss: 2.5240 val loss: 1.0531 Epoch 75/100 ---------- lr: 0.005 train loss: 2.1753 val loss: 0.7438 Epoch 76/100 ---------- lr: 0.005 train loss: 2.2657 val loss: 0.9866 Epoch 77/100 ---------- lr: 0.005 train loss: 2.1946 val loss: 0.6874 Epoch 78/100 ---------- lr: 0.005 train loss: 1.9916 val loss: 0.5574 Epoch 79/100 ---------- lr: 0.005 train loss: 2.0379 val loss: 0.7345 Epoch 80/100 ---------- lr: 0.005 train loss: 1.9977 val loss: 0.6104 Epoch 81/100 ---------- lr: 0.005 train loss: 1.9250 val loss: 0.5105 Epoch 82/100 ---------- lr: 0.005 train loss: 1.9295 val loss: 0.5128 Epoch 83/100 ---------- lr: 0.005 train loss: 1.9098 val loss: 0.5396 Epoch 84/100 ---------- lr: 0.005 train loss: 1.9754 val loss: 0.5907 Epoch 85/100 ---------- lr: 0.005 train loss: 1.9531 val loss: 0.5370 Epoch 86/100 ---------- lr: 0.005 train loss: 2.1534 val loss: 1.6427 Epoch 87/100 ---------- lr: 0.005 train loss: 3.2304 val loss: 1.4706 Epoch 88/100 ---------- lr: 0.005 train loss: 2.7647 val loss: 1.1574 Epoch 89/100 ---------- lr: 0.005 train loss: 2.7167 val loss: 1.1554 Epoch 90/100 ---------- lr: 0.005 train loss: 2.7203 val loss: 1.1353 Epoch 91/100 ---------- lr: 0.005 train loss: 2.5520 val loss: 1.0256 Epoch 92/100 ---------- lr: 0.005 train loss: 2.3714 val loss: 1.0581 Epoch 93/100 ---------- lr: 0.0025 train loss: 2.3922 val loss: 0.8967 Epoch 94/100 ---------- lr: 0.0025 train loss: 2.2939 val loss: 0.8196 Epoch 95/100 ---------- lr: 0.0025 train loss: 2.2255 val loss: 0.8273 Epoch 96/100 ---------- lr: 0.0025 train loss: 2.1808 val loss: 0.8117 Epoch 97/100 ---------- lr: 0.0025 train loss: 2.2837 val loss: 0.9703 Epoch 98/100 ---------- lr: 0.0025 train loss: 2.3057 val loss: 1.0325 Epoch 99/100 ---------- lr: 0.0025 train loss: 2.2553 val loss: 0.8818 Epoch 100/100 ---------- lr: 0.0025 train loss: 2.2363 val loss: 0.8958 Training complete in 12m 26s Best val loss: 0.5053 at epoch 71 Val MSE at best epoch: 0.2144