Epoch 1/100 ---------- lr: 0.01 train loss: 14.4069 val loss: 4.3968 Epoch 2/100 ---------- lr: 0.01 train loss: 4.8703 val loss: 3.5628 Epoch 3/100 ---------- lr: 0.01 train loss: 4.4838 val loss: 3.0041 Epoch 4/100 ---------- lr: 0.01 train loss: 3.7077 val loss: 2.7667 Epoch 5/100 ---------- lr: 0.01 train loss: 3.4698 val loss: 2.8170 Epoch 6/100 ---------- lr: 0.01 train loss: 4.2274 val loss: 2.9390 Epoch 7/100 ---------- lr: 0.01 train loss: 3.2062 val loss: 2.2013 Epoch 8/100 ---------- lr: 0.01 train loss: 2.7544 val loss: 1.6570 Epoch 9/100 ---------- lr: 0.01 train loss: 2.6355 val loss: 2.2996 Epoch 10/100 ---------- lr: 0.01 train loss: 2.6779 val loss: 2.0160 Epoch 11/100 ---------- lr: 0.01 train loss: 2.9593 val loss: 1.8300 Epoch 12/100 ---------- lr: 0.01 train loss: 2.5508 val loss: 1.4725 Epoch 13/100 ---------- lr: 0.01 train loss: 2.3853 val loss: 1.6181 Epoch 14/100 ---------- lr: 0.01 train loss: 2.1324 val loss: 1.3286 Epoch 15/100 ---------- lr: 0.01 train loss: 2.2991 val loss: 2.8958 Epoch 16/100 ---------- lr: 0.01 train loss: 7.6730 val loss: 9.8897 Epoch 17/100 ---------- lr: 0.01 train loss: 11.3807 val loss: 7.6709 Epoch 18/100 ---------- lr: 0.01 train loss: 10.0732 val loss: 7.7202 Epoch 19/100 ---------- lr: 0.01 train loss: 9.1650 val loss: 7.0277 Epoch 20/100 ---------- lr: 0.01 train loss: 7.9390 val loss: 6.9456 Epoch 21/100 ---------- lr: 0.01 train loss: 7.9354 val loss: 6.4137 Epoch 22/100 ---------- lr: 0.01 train loss: 7.1937 val loss: 5.4028 Epoch 23/100 ---------- lr: 0.01 train loss: 7.8373 val loss: 7.1086 Epoch 24/100 ---------- lr: 0.01 train loss: 8.8469 val loss: 7.0652 Epoch 25/100 ---------- lr: 0.01 train loss: 8.5426 val loss: 6.9896 Epoch 26/100 ---------- lr: 0.01 train loss: 8.6910 val loss: 8.0708 Epoch 27/100 ---------- lr: 0.01 train loss: 9.7249 val loss: 7.7120 Epoch 28/100 ---------- lr: 0.01 train loss: 8.8924 val loss: 7.6438 Epoch 29/100 ---------- lr: 0.01 train loss: 8.9371 val loss: 9.9762 Epoch 30/100 ---------- lr: 0.01 train loss: 12.8007 val loss: 12.2360 Epoch 31/100 ---------- lr: 0.01 train loss: 13.6182 val loss: 9.5178 Epoch 32/100 ---------- lr: 0.01 train loss: 10.6913 val loss: 8.3653 Epoch 33/100 ---------- lr: 0.01 train loss: 9.6807 val loss: 8.0997 Epoch 34/100 ---------- lr: 0.01 train loss: 9.5007 val loss: 8.3042 Epoch 35/100 ---------- lr: 0.01 train loss: 9.4167 val loss: 7.4618 Epoch 36/100 ---------- lr: 0.005 train loss: 8.2705 val loss: 6.7411 Epoch 37/100 ---------- lr: 0.005 train loss: 7.7948 val loss: 6.9449 Epoch 38/100 ---------- lr: 0.005 train loss: 7.5858 val loss: 6.4663 Epoch 39/100 ---------- lr: 0.005 train loss: 7.1672 val loss: 6.2063 Epoch 40/100 ---------- lr: 0.005 train loss: 6.8749 val loss: 6.0796 Epoch 41/100 ---------- lr: 0.005 train loss: 6.8632 val loss: 6.2026 Epoch 42/100 ---------- lr: 0.005 train loss: 6.9279 val loss: 5.7488 Epoch 43/100 ---------- lr: 0.005 train loss: 6.8043 val loss: 5.9822 Epoch 44/100 ---------- lr: 0.005 train loss: 6.5942 val loss: 5.9656 Epoch 45/100 ---------- lr: 0.005 train loss: 6.4519 val loss: 5.6579 Epoch 46/100 ---------- lr: 0.005 train loss: 6.2687 val loss: 5.3948 Epoch 47/100 ---------- lr: 0.005 train loss: 6.3403 val loss: 5.4520 Epoch 48/100 ---------- lr: 0.005 train loss: 6.4614 val loss: 5.3190 Epoch 49/100 ---------- lr: 0.005 train loss: 6.4918 val loss: 5.5290 Epoch 50/100 ---------- lr: 0.005 train loss: 6.4307 val loss: 6.0270 Epoch 51/100 ---------- lr: 0.005 train loss: 6.5541 val loss: 5.4404 Epoch 52/100 ---------- lr: 0.005 train loss: 6.2603 val loss: 5.2722 Epoch 53/100 ---------- lr: 0.005 train loss: 6.2617 val loss: 5.4838 Epoch 54/100 ---------- lr: 0.005 train loss: 6.2075 val loss: 5.2817 Epoch 55/100 ---------- lr: 0.005 train loss: 5.9643 val loss: 4.7664 Epoch 56/100 ---------- lr: 0.005 train loss: 5.9214 val loss: 5.2216 Epoch 57/100 ---------- lr: 0.0025 train loss: 5.6964 val loss: 4.9522 Epoch 58/100 ---------- lr: 0.0025 train loss: 5.5763 val loss: 4.8464 Epoch 59/100 ---------- lr: 0.0025 train loss: 5.5400 val loss: 4.6701 Epoch 60/100 ---------- lr: 0.0025 train loss: 5.4244 val loss: 4.5676 Epoch 61/100 ---------- lr: 0.0025 train loss: 5.4162 val loss: 4.8176 Epoch 62/100 ---------- lr: 0.0025 train loss: 5.4799 val loss: 4.8298 Epoch 63/100 ---------- lr: 0.0025 train loss: 5.6417 val loss: 4.7152 Epoch 64/100 ---------- lr: 0.0025 train loss: 5.5862 val loss: 4.7922 Epoch 65/100 ---------- lr: 0.0025 train loss: 5.5425 val loss: 4.4705 Epoch 66/100 ---------- lr: 0.0025 train loss: 5.4389 val loss: 4.5096 Epoch 67/100 ---------- lr: 0.0025 train loss: 5.3756 val loss: 4.4798 Epoch 68/100 ---------- lr: 0.0025 train loss: 5.2588 val loss: 4.4144 Epoch 69/100 ---------- lr: 0.0025 train loss: 5.4992 val loss: 4.8542 Epoch 70/100 ---------- lr: 0.0025 train loss: 5.4813 val loss: 4.5757 Epoch 71/100 ---------- lr: 0.0025 train loss: 5.4022 val loss: 4.6075 Epoch 72/100 ---------- lr: 0.0025 train loss: 5.3609 val loss: 4.4908 Epoch 73/100 ---------- lr: 0.0025 train loss: 5.2897 val loss: 4.4456 Epoch 74/100 ---------- lr: 0.0025 train loss: 5.2116 val loss: 4.6274 Epoch 75/100 ---------- lr: 0.0025 train loss: 5.3089 val loss: 4.4924 Epoch 76/100 ---------- lr: 0.0025 train loss: 5.1737 val loss: 4.5928 Epoch 77/100 ---------- lr: 0.0025 train loss: 5.2368 val loss: 4.6058 Epoch 78/100 ---------- lr: 0.00125 train loss: 5.0075 val loss: 4.5418 Epoch 79/100 ---------- lr: 0.00125 train loss: 4.9987 val loss: 4.3695 Epoch 80/100 ---------- lr: 0.00125 train loss: 4.9763 val loss: 4.4712 Epoch 81/100 ---------- lr: 0.00125 train loss: 4.8863 val loss: 4.3682 Epoch 82/100 ---------- lr: 0.00125 train loss: 4.9133 val loss: 4.3967 Epoch 83/100 ---------- lr: 0.00125 train loss: 4.8521 val loss: 4.3997 Epoch 84/100 ---------- lr: 0.00125 train loss: 4.8494 val loss: 4.4306 Epoch 85/100 ---------- lr: 0.00125 train loss: 4.8154 val loss: 4.2993 Epoch 86/100 ---------- lr: 0.00125 train loss: 4.8287 val loss: 4.2939 Epoch 87/100 ---------- lr: 0.00125 train loss: 4.8620 val loss: 4.3616 Epoch 88/100 ---------- lr: 0.00125 train loss: 4.8164 val loss: 4.3902 Epoch 89/100 ---------- lr: 0.00125 train loss: 4.7312 val loss: 4.4417 Epoch 90/100 ---------- lr: 0.00125 train loss: 4.7281 val loss: 4.3428 Epoch 91/100 ---------- lr: 0.00125 train loss: 4.7031 val loss: 4.3464 Epoch 92/100 ---------- lr: 0.00125 train loss: 4.7198 val loss: 4.2935 Epoch 93/100 ---------- lr: 0.00125 train loss: 4.7472 val loss: 4.2713 Epoch 94/100 ---------- lr: 0.00125 train loss: 4.7455 val loss: 4.2764 Epoch 95/100 ---------- lr: 0.00125 train loss: 4.7636 val loss: 4.2657 Epoch 96/100 ---------- lr: 0.00125 train loss: 4.6863 val loss: 4.2291 Epoch 97/100 ---------- lr: 0.00125 train loss: 4.6529 val loss: 4.2774 Epoch 98/100 ---------- lr: 0.00125 train loss: 4.6359 val loss: 4.2320 Epoch 99/100 ---------- lr: 0.000625 train loss: 4.6048 val loss: 4.1557 Epoch 100/100 ---------- lr: 0.000625 train loss: 4.6020 val loss: 4.1205 Training complete in 8m 49s Best val loss: 1.3286 at epoch 14 Val MSE at best epoch: 0.4856