Epoch 1/100 ---------- lr: 0.005 train loss: 11.5297 val loss: 4.7788 Epoch 2/100 ---------- lr: 0.005 train loss: 4.2834 val loss: 3.6006 Epoch 3/100 ---------- lr: 0.005 train loss: 3.6289 val loss: 2.6215 Epoch 4/100 ---------- lr: 0.005 train loss: 3.3567 val loss: 3.1349 Epoch 5/100 ---------- lr: 0.005 train loss: 3.4174 val loss: 3.1667 Epoch 6/100 ---------- lr: 0.005 train loss: 2.7861 val loss: 1.8861 Epoch 7/100 ---------- lr: 0.005 train loss: 2.5958 val loss: 2.3288 Epoch 8/100 ---------- lr: 0.005 train loss: 2.5483 val loss: 1.6386 Epoch 9/100 ---------- lr: 0.005 train loss: 2.0708 val loss: 1.9199 Epoch 10/100 ---------- lr: 0.005 train loss: 2.1860 val loss: 1.7621 Epoch 11/100 ---------- lr: 0.005 train loss: 1.8038 val loss: 1.0427 Epoch 12/100 ---------- lr: 0.005 train loss: 1.7225 val loss: 1.4168 Epoch 13/100 ---------- lr: 0.005 train loss: 1.6221 val loss: 0.9177 Epoch 14/100 ---------- lr: 0.005 train loss: 1.5499 val loss: 1.0630 Epoch 15/100 ---------- lr: 0.005 train loss: 1.3886 val loss: 0.7492 Epoch 16/100 ---------- lr: 0.005 train loss: 1.2214 val loss: 0.6751 Epoch 17/100 ---------- lr: 0.005 train loss: 1.7984 val loss: 1.1737 Epoch 18/100 ---------- lr: 0.005 train loss: 1.2437 val loss: 0.5804 Epoch 19/100 ---------- lr: 0.005 train loss: 1.0263 val loss: 0.5581 Epoch 20/100 ---------- lr: 0.005 train loss: 1.0830 val loss: 0.7508 Epoch 21/100 ---------- lr: 0.005 train loss: 1.3452 val loss: 0.9921 Epoch 22/100 ---------- lr: 0.005 train loss: 1.5112 val loss: 1.4674 Epoch 23/100 ---------- lr: 0.005 train loss: 1.3609 val loss: 0.8761 Epoch 24/100 ---------- lr: 0.005 train loss: 1.1025 val loss: 0.5639 Epoch 25/100 ---------- lr: 0.005 train loss: 0.8663 val loss: 0.4973 Epoch 26/100 ---------- lr: 0.005 train loss: 1.2079 val loss: 0.7418 Epoch 27/100 ---------- lr: 0.005 train loss: 1.3299 val loss: 1.3306 Epoch 28/100 ---------- lr: 0.005 train loss: 1.0441 val loss: 0.6180 Epoch 29/100 ---------- lr: 0.005 train loss: 0.8862 val loss: 0.5332 Epoch 30/100 ---------- lr: 0.005 train loss: 0.9118 val loss: 0.4048 Epoch 31/100 ---------- lr: 0.005 train loss: 0.8406 val loss: 0.3835 Epoch 32/100 ---------- lr: 0.005 train loss: 0.9498 val loss: 0.4671 Epoch 33/100 ---------- lr: 0.005 train loss: 0.8189 val loss: 0.4095 Epoch 34/100 ---------- lr: 0.005 train loss: 0.8942 val loss: 0.4526 Epoch 35/100 ---------- lr: 0.005 train loss: 1.0882 val loss: 0.6320 Epoch 36/100 ---------- lr: 0.005 train loss: 0.9229 val loss: 0.6726 Epoch 37/100 ---------- lr: 0.005 train loss: 0.8999 val loss: 0.6285 Epoch 38/100 ---------- lr: 0.005 train loss: 0.8519 val loss: 0.5132 Epoch 39/100 ---------- lr: 0.005 train loss: 1.1451 val loss: 0.6005 Epoch 40/100 ---------- lr: 0.005 train loss: 0.8291 val loss: 0.4070 Epoch 41/100 ---------- lr: 0.005 train loss: 0.7275 val loss: 0.3132 Epoch 42/100 ---------- lr: 0.005 train loss: 0.8051 val loss: 0.4411 Epoch 43/100 ---------- lr: 0.005 train loss: 1.2429 val loss: 3.6430 Epoch 44/100 ---------- lr: 0.005 train loss: 4.9986 val loss: 8.0139 Epoch 45/100 ---------- lr: 0.005 train loss: 8.4759 val loss: 5.2914 Epoch 46/100 ---------- lr: 0.005 train loss: 5.7441 val loss: 4.4320 Epoch 47/100 ---------- lr: 0.005 train loss: 5.5488 val loss: 5.3713 Epoch 48/100 ---------- lr: 0.005 train loss: 6.2816 val loss: 4.6901 Epoch 49/100 ---------- lr: 0.005 train loss: 6.2734 val loss: 5.8617 Epoch 50/100 ---------- lr: 0.005 train loss: 5.8702 val loss: 4.5771 Epoch 51/100 ---------- lr: 0.005 train loss: 5.5516 val loss: 4.5045 Epoch 52/100 ---------- lr: 0.005 train loss: 5.2640 val loss: 4.4619 Epoch 53/100 ---------- lr: 0.005 train loss: 4.7831 val loss: 3.8179 Epoch 54/100 ---------- lr: 0.005 train loss: 4.8960 val loss: 4.4052 Epoch 55/100 ---------- lr: 0.005 train loss: 4.6515 val loss: 3.5965 Epoch 56/100 ---------- lr: 0.005 train loss: 4.3527 val loss: 3.6908 Epoch 57/100 ---------- lr: 0.005 train loss: 4.2352 val loss: 3.7227 Epoch 58/100 ---------- lr: 0.005 train loss: 4.4661 val loss: 3.6523 Epoch 59/100 ---------- lr: 0.005 train loss: 4.2642 val loss: 3.4311 Epoch 60/100 ---------- lr: 0.005 train loss: 4.0480 val loss: 3.6402 Epoch 61/100 ---------- lr: 0.005 train loss: 3.9396 val loss: 3.0561 Epoch 62/100 ---------- lr: 0.005 train loss: 3.8627 val loss: 3.1236 Epoch 63/100 ---------- lr: 0.0025 train loss: 3.4352 val loss: 2.7043 Epoch 64/100 ---------- lr: 0.0025 train loss: 3.3024 val loss: 2.9276 Epoch 65/100 ---------- lr: 0.0025 train loss: 3.2213 val loss: 2.7129 Epoch 66/100 ---------- lr: 0.0025 train loss: 3.1142 val loss: 2.4471 Epoch 67/100 ---------- lr: 0.0025 train loss: 3.0530 val loss: 2.3886 Epoch 68/100 ---------- lr: 0.0025 train loss: 2.9529 val loss: 2.4825 Epoch 69/100 ---------- lr: 0.0025 train loss: 2.9278 val loss: 2.4900 Epoch 70/100 ---------- lr: 0.0025 train loss: 2.9191 val loss: 2.5597 Epoch 71/100 ---------- lr: 0.0025 train loss: 3.0004 val loss: 2.4023 Epoch 72/100 ---------- lr: 0.0025 train loss: 3.0957 val loss: 2.4229 Epoch 73/100 ---------- lr: 0.0025 train loss: 3.0657 val loss: 2.5795 Epoch 74/100 ---------- lr: 0.0025 train loss: 3.1722 val loss: 2.4154 Epoch 75/100 ---------- lr: 0.0025 train loss: 3.1459 val loss: 2.6489 Epoch 76/100 ---------- lr: 0.0025 train loss: 3.2432 val loss: 2.5308 Epoch 77/100 ---------- lr: 0.0025 train loss: 3.2181 val loss: 2.3202 Epoch 78/100 ---------- lr: 0.0025 train loss: 3.1594 val loss: 2.5048 Epoch 79/100 ---------- lr: 0.0025 train loss: 3.0735 val loss: 2.3957 Epoch 80/100 ---------- lr: 0.0025 train loss: 2.9004 val loss: 2.3749 Epoch 81/100 ---------- lr: 0.0025 train loss: 3.0193 val loss: 2.3250 Epoch 82/100 ---------- lr: 0.0025 train loss: 2.9091 val loss: 2.2662 Epoch 83/100 ---------- lr: 0.0025 train loss: 2.8277 val loss: 2.3492 Epoch 84/100 ---------- lr: 0.00125 train loss: 2.7047 val loss: 2.1525 Epoch 85/100 ---------- lr: 0.00125 train loss: 2.6494 val loss: 2.1100 Epoch 86/100 ---------- lr: 0.00125 train loss: 2.6418 val loss: 2.0531 Epoch 87/100 ---------- lr: 0.00125 train loss: 2.5636 val loss: 1.9491 Epoch 88/100 ---------- lr: 0.00125 train loss: 2.4993 val loss: 1.9523 Epoch 89/100 ---------- lr: 0.00125 train loss: 2.4639 val loss: 1.8948 Epoch 90/100 ---------- lr: 0.00125 train loss: 2.4156 val loss: 1.8716 Epoch 91/100 ---------- lr: 0.00125 train loss: 2.4683 val loss: 1.8193 Epoch 92/100 ---------- lr: 0.00125 train loss: 2.5152 val loss: 1.9094 Epoch 93/100 ---------- lr: 0.00125 train loss: 2.5181 val loss: 1.8998 Epoch 94/100 ---------- lr: 0.00125 train loss: 2.5607 val loss: 1.9577 Epoch 95/100 ---------- lr: 0.00125 train loss: 2.5461 val loss: 2.0817 Epoch 96/100 ---------- lr: 0.00125 train loss: 2.5446 val loss: 2.1710 Epoch 97/100 ---------- lr: 0.00125 train loss: 2.5506 val loss: 1.9318 Epoch 98/100 ---------- lr: 0.00125 train loss: 2.5908 val loss: 1.9669 Epoch 99/100 ---------- lr: 0.00125 train loss: 2.5942 val loss: 2.0646 Epoch 100/100 ---------- lr: 0.00125 train loss: 2.5224 val loss: 2.0307 Training complete in 32m 60s Best val loss: 0.3132 at epoch 41 Val MSE at best epoch: 0.1297