Epoch 1/100 ---------- lr: 0.005 train loss: 10.9369 val loss: 5.1701 Epoch 2/100 ---------- lr: 0.005 train loss: 4.3084 val loss: 2.9882 Epoch 3/100 ---------- lr: 0.005 train loss: 3.5208 val loss: 2.8952 Epoch 4/100 ---------- lr: 0.005 train loss: 3.2425 val loss: 2.1548 Epoch 5/100 ---------- lr: 0.005 train loss: 3.0440 val loss: 2.2816 Epoch 6/100 ---------- lr: 0.005 train loss: 2.7219 val loss: 2.7839 Epoch 7/100 ---------- lr: 0.005 train loss: 3.3358 val loss: 2.2814 Epoch 8/100 ---------- lr: 0.005 train loss: 2.4273 val loss: 1.5170 Epoch 9/100 ---------- lr: 0.005 train loss: 2.0105 val loss: 2.0304 Epoch 10/100 ---------- lr: 0.005 train loss: 2.1544 val loss: 1.3622 Epoch 11/100 ---------- lr: 0.005 train loss: 2.2967 val loss: 1.5565 Epoch 12/100 ---------- lr: 0.005 train loss: 1.9183 val loss: 1.1435 Epoch 13/100 ---------- lr: 0.005 train loss: 1.6371 val loss: 1.0261 Epoch 14/100 ---------- lr: 0.005 train loss: 2.0786 val loss: 1.4028 Epoch 15/100 ---------- lr: 0.005 train loss: 1.7022 val loss: 1.0281 Epoch 16/100 ---------- lr: 0.005 train loss: 1.7244 val loss: 1.2892 Epoch 17/100 ---------- lr: 0.005 train loss: 1.4546 val loss: 0.9066 Epoch 18/100 ---------- lr: 0.005 train loss: 1.3120 val loss: 0.8378 Epoch 19/100 ---------- lr: 0.005 train loss: 1.2132 val loss: 0.7331 Epoch 20/100 ---------- lr: 0.005 train loss: 1.3032 val loss: 0.8037 Epoch 21/100 ---------- lr: 0.005 train loss: 1.4758 val loss: 1.2778 Epoch 22/100 ---------- lr: 0.005 train loss: 1.8030 val loss: 1.0670 Epoch 23/100 ---------- lr: 0.005 train loss: 1.3670 val loss: 0.8423 Epoch 24/100 ---------- lr: 0.005 train loss: 1.2879 val loss: 0.6085 Epoch 25/100 ---------- lr: 0.005 train loss: 1.3223 val loss: 0.7786 Epoch 26/100 ---------- lr: 0.005 train loss: 1.1195 val loss: 0.5717 Epoch 27/100 ---------- lr: 0.005 train loss: 1.0364 val loss: 0.4223 Epoch 28/100 ---------- lr: 0.005 train loss: 1.0076 val loss: 0.5154 Epoch 29/100 ---------- lr: 0.005 train loss: 1.2223 val loss: 0.5762 Epoch 30/100 ---------- lr: 0.005 train loss: 1.3971 val loss: 0.7872 Epoch 31/100 ---------- lr: 0.005 train loss: 1.1539 val loss: 0.5324 Epoch 32/100 ---------- lr: 0.005 train loss: 1.0367 val loss: 0.4396 Epoch 33/100 ---------- lr: 0.005 train loss: 0.9948 val loss: 0.3952 Epoch 34/100 ---------- lr: 0.005 train loss: 1.2514 val loss: 0.6790 Epoch 35/100 ---------- lr: 0.005 train loss: 1.1643 val loss: 0.4639 Epoch 36/100 ---------- lr: 0.005 train loss: 0.9352 val loss: 0.3869 Epoch 37/100 ---------- lr: 0.005 train loss: 0.9315 val loss: 0.5144 Epoch 38/100 ---------- lr: 0.005 train loss: 1.1246 val loss: 1.1600 Epoch 39/100 ---------- lr: 0.005 train loss: 4.2165 val loss: 5.0314 Epoch 40/100 ---------- lr: 0.005 train loss: 5.4140 val loss: 5.1100 Epoch 41/100 ---------- lr: 0.005 train loss: 5.1566 val loss: 5.1227 Epoch 42/100 ---------- lr: 0.005 train loss: 5.4264 val loss: 3.8888 Epoch 43/100 ---------- lr: 0.005 train loss: 4.6016 val loss: 4.4537 Epoch 44/100 ---------- lr: 0.005 train loss: 5.3924 val loss: 4.3416 Epoch 45/100 ---------- lr: 0.005 train loss: 4.6811 val loss: 3.4572 Epoch 46/100 ---------- lr: 0.005 train loss: 4.5962 val loss: 3.8522 Epoch 47/100 ---------- lr: 0.005 train loss: 4.1212 val loss: 3.1698 Epoch 48/100 ---------- lr: 0.005 train loss: 3.9241 val loss: 3.0187 Epoch 49/100 ---------- lr: 0.005 train loss: 3.4996 val loss: 2.9145 Epoch 50/100 ---------- lr: 0.005 train loss: 3.4033 val loss: 2.7805 Epoch 51/100 ---------- lr: 0.005 train loss: 3.2472 val loss: 3.1935 Epoch 52/100 ---------- lr: 0.005 train loss: 3.7125 val loss: 2.8904 Epoch 53/100 ---------- lr: 0.005 train loss: 3.3290 val loss: 2.6091 Epoch 54/100 ---------- lr: 0.005 train loss: 3.1272 val loss: 2.3031 Epoch 55/100 ---------- lr: 0.005 train loss: 3.5077 val loss: 2.9919 Epoch 56/100 ---------- lr: 0.005 train loss: 3.5723 val loss: 2.6308 Epoch 57/100 ---------- lr: 0.005 train loss: 4.3120 val loss: 3.8863 Epoch 58/100 ---------- lr: 0.0025 train loss: 4.0395 val loss: 3.2671 Epoch 59/100 ---------- lr: 0.0025 train loss: 3.7816 val loss: 2.9738 Epoch 60/100 ---------- lr: 0.0025 train loss: 3.6168 val loss: 2.7826 Epoch 61/100 ---------- lr: 0.0025 train loss: 3.7543 val loss: 2.7774 Epoch 62/100 ---------- lr: 0.0025 train loss: 3.5213 val loss: 2.6598 Epoch 63/100 ---------- lr: 0.0025 train loss: 3.4018 val loss: 2.6585 Epoch 64/100 ---------- lr: 0.0025 train loss: 3.3910 val loss: 2.5596 Epoch 65/100 ---------- lr: 0.0025 train loss: 3.7491 val loss: 3.3882 Epoch 66/100 ---------- lr: 0.0025 train loss: 4.1367 val loss: 2.9721 Epoch 67/100 ---------- lr: 0.0025 train loss: 4.5781 val loss: 3.8158 Epoch 68/100 ---------- lr: 0.0025 train loss: 4.6529 val loss: 4.3904 Epoch 69/100 ---------- lr: 0.0025 train loss: 4.4404 val loss: 3.7880 Epoch 70/100 ---------- lr: 0.0025 train loss: 4.4436 val loss: 3.3921 Epoch 71/100 ---------- lr: 0.0025 train loss: 4.1448 val loss: 3.2049 Epoch 72/100 ---------- lr: 0.0025 train loss: 4.0787 val loss: 3.3029 Epoch 73/100 ---------- lr: 0.0025 train loss: 3.8299 val loss: 3.0197 Epoch 74/100 ---------- lr: 0.0025 train loss: 3.6596 val loss: 2.8248 Epoch 75/100 ---------- lr: 0.0025 train loss: 3.5146 val loss: 2.5744 Epoch 76/100 ---------- lr: 0.0025 train loss: 3.4321 val loss: 2.8126 Epoch 77/100 ---------- lr: 0.0025 train loss: 3.3653 val loss: 2.5088 Epoch 78/100 ---------- lr: 0.0025 train loss: 3.2740 val loss: 2.5097 Epoch 79/100 ---------- lr: 0.00125 train loss: 3.0874 val loss: 2.3149 Epoch 80/100 ---------- lr: 0.00125 train loss: 2.9726 val loss: 2.1888 Epoch 81/100 ---------- lr: 0.00125 train loss: 2.9666 val loss: 2.1704 Epoch 82/100 ---------- lr: 0.00125 train loss: 2.9316 val loss: 2.2162 Epoch 83/100 ---------- lr: 0.00125 train loss: 2.9091 val loss: 2.2989 Epoch 84/100 ---------- lr: 0.00125 train loss: 3.0145 val loss: 2.2790 Epoch 85/100 ---------- lr: 0.00125 train loss: 3.0425 val loss: 2.2527 Epoch 86/100 ---------- lr: 0.00125 train loss: 2.9283 val loss: 2.2270 Epoch 87/100 ---------- lr: 0.00125 train loss: 2.9383 val loss: 2.2126 Epoch 88/100 ---------- lr: 0.00125 train loss: 3.0668 val loss: 2.2317 Epoch 89/100 ---------- lr: 0.00125 train loss: 3.0625 val loss: 2.4442 Epoch 90/100 ---------- lr: 0.00125 train loss: 3.0830 val loss: 2.3078 Epoch 91/100 ---------- lr: 0.00125 train loss: 3.0628 val loss: 2.2613 Epoch 92/100 ---------- lr: 0.00125 train loss: 2.9735 val loss: 2.1990 Epoch 93/100 ---------- lr: 0.00125 train loss: 2.9116 val loss: 2.1443 Epoch 94/100 ---------- lr: 0.00125 train loss: 2.8648 val loss: 2.1208 Epoch 95/100 ---------- lr: 0.00125 train loss: 2.7945 val loss: 2.1708 Epoch 96/100 ---------- lr: 0.00125 train loss: 2.7728 val loss: 2.0718 Epoch 97/100 ---------- lr: 0.00125 train loss: 2.7514 val loss: 2.0386 Epoch 98/100 ---------- lr: 0.00125 train loss: 2.7151 val loss: 1.9989 Epoch 99/100 ---------- lr: 0.00125 train loss: 2.7357 val loss: 2.0192 Epoch 100/100 ---------- lr: 0.000625 train loss: 2.6949 val loss: 1.9755 Training complete in 33m 7s Best val loss: 0.3869 at epoch 36 Val MSE at best epoch: 0.1600