Epoch 1/100 ---------- lr: 0.01 train loss: 28.4760 val loss: 7.2267 Epoch 2/100 ---------- lr: 0.01 train loss: 8.6374 val loss: 4.0262 Epoch 3/100 ---------- lr: 0.01 train loss: 7.5658 val loss: 3.5911 Epoch 4/100 ---------- lr: 0.01 train loss: 5.6219 val loss: 3.3810 Epoch 5/100 ---------- lr: 0.01 train loss: 5.2749 val loss: 3.3254 Epoch 6/100 ---------- lr: 0.01 train loss: 4.9938 val loss: 2.9662 Epoch 7/100 ---------- lr: 0.01 train loss: 4.5253 val loss: 2.2692 Epoch 8/100 ---------- lr: 0.01 train loss: 4.3387 val loss: 2.3341 Epoch 9/100 ---------- lr: 0.01 train loss: 4.5413 val loss: 2.4778 Epoch 10/100 ---------- lr: 0.01 train loss: 4.1082 val loss: 2.0781 Epoch 11/100 ---------- lr: 0.01 train loss: 4.0312 val loss: 2.0033 Epoch 12/100 ---------- lr: 0.01 train loss: 3.7610 val loss: 3.0940 Epoch 13/100 ---------- lr: 0.01 train loss: 3.9754 val loss: 1.8754 Epoch 14/100 ---------- lr: 0.01 train loss: 3.9076 val loss: 1.8961 Epoch 15/100 ---------- lr: 0.01 train loss: 3.6708 val loss: 2.9422 Epoch 16/100 ---------- lr: 0.01 train loss: 3.8148 val loss: 1.5556 Epoch 17/100 ---------- lr: 0.01 train loss: 3.3996 val loss: 1.8889 Epoch 18/100 ---------- lr: 0.01 train loss: 3.3151 val loss: 1.5370 Epoch 19/100 ---------- lr: 0.01 train loss: 3.3684 val loss: 1.8749 Epoch 20/100 ---------- lr: 0.01 train loss: 3.1675 val loss: 1.6011 Epoch 21/100 ---------- lr: 0.01 train loss: 3.1391 val loss: 1.2933 Epoch 22/100 ---------- lr: 0.01 train loss: 3.6375 val loss: 2.6936 Epoch 23/100 ---------- lr: 0.01 train loss: 3.8904 val loss: 1.4872 Epoch 24/100 ---------- lr: 0.01 train loss: 3.5642 val loss: 2.3009 Epoch 25/100 ---------- lr: 0.01 train loss: 4.7700 val loss: 3.8498 Epoch 26/100 ---------- lr: 0.01 train loss: 4.7705 val loss: 2.7544 Epoch 27/100 ---------- lr: 0.01 train loss: 8.6529 val loss: 8.3144 Epoch 28/100 ---------- lr: 0.01 train loss: 8.8178 val loss: 6.1199 Epoch 29/100 ---------- lr: 0.01 train loss: 8.7046 val loss: 6.6273 Epoch 30/100 ---------- lr: 0.01 train loss: 9.5121 val loss: 7.5331 Epoch 31/100 ---------- lr: 0.01 train loss: 9.7365 val loss: 7.2193 Epoch 32/100 ---------- lr: 0.01 train loss: 8.9214 val loss: 6.2707 Epoch 33/100 ---------- lr: 0.01 train loss: 8.2262 val loss: 5.7664 Epoch 34/100 ---------- lr: 0.01 train loss: 7.5961 val loss: 5.6055 Epoch 35/100 ---------- lr: 0.01 train loss: 7.4328 val loss: 6.4392 Epoch 36/100 ---------- lr: 0.01 train loss: 8.0044 val loss: 5.9927 Epoch 37/100 ---------- lr: 0.01 train loss: 7.5076 val loss: 5.3592 Epoch 38/100 ---------- lr: 0.01 train loss: 7.5896 val loss: 5.1051 Epoch 39/100 ---------- lr: 0.01 train loss: 7.4129 val loss: 5.2227 Epoch 40/100 ---------- lr: 0.01 train loss: 6.9897 val loss: 4.9668 Epoch 41/100 ---------- lr: 0.01 train loss: 6.9836 val loss: 5.0903 Epoch 42/100 ---------- lr: 0.01 train loss: 6.9563 val loss: 4.9425 Epoch 43/100 ---------- lr: 0.005 train loss: 6.5987 val loss: 4.9430 Epoch 44/100 ---------- lr: 0.005 train loss: 6.5376 val loss: 4.7114 Epoch 45/100 ---------- lr: 0.005 train loss: 6.4458 val loss: 4.6114 Epoch 46/100 ---------- lr: 0.005 train loss: 6.7318 val loss: 5.0812 Epoch 47/100 ---------- lr: 0.005 train loss: 6.4538 val loss: 4.8803 Epoch 48/100 ---------- lr: 0.005 train loss: 6.4275 val loss: 5.1667 Epoch 49/100 ---------- lr: 0.005 train loss: 6.4702 val loss: 4.6614 Epoch 50/100 ---------- lr: 0.005 train loss: 6.3700 val loss: 4.7605 Epoch 51/100 ---------- lr: 0.005 train loss: 6.2612 val loss: 4.2727 Epoch 52/100 ---------- lr: 0.005 train loss: 6.3153 val loss: 4.5739 Epoch 53/100 ---------- lr: 0.005 train loss: 6.4024 val loss: 4.3343 Epoch 54/100 ---------- lr: 0.005 train loss: 6.8574 val loss: 5.6197 Epoch 55/100 ---------- lr: 0.005 train loss: 6.6832 val loss: 4.7772 Epoch 56/100 ---------- lr: 0.005 train loss: 6.2847 val loss: 4.7609 Epoch 57/100 ---------- lr: 0.005 train loss: 6.2217 val loss: 4.5898 Epoch 58/100 ---------- lr: 0.005 train loss: 6.4351 val loss: 4.7096 Epoch 59/100 ---------- lr: 0.005 train loss: 6.2902 val loss: 4.5693 Epoch 60/100 ---------- lr: 0.005 train loss: 6.0442 val loss: 4.4726 Epoch 61/100 ---------- lr: 0.005 train loss: 5.9586 val loss: 4.0973 Epoch 62/100 ---------- lr: 0.005 train loss: 5.8715 val loss: 4.2473 Epoch 63/100 ---------- lr: 0.005 train loss: 5.8638 val loss: 4.1983 Epoch 64/100 ---------- lr: 0.0025 train loss: 5.6264 val loss: 4.0089 Epoch 65/100 ---------- lr: 0.0025 train loss: 5.5423 val loss: 3.8921 Epoch 66/100 ---------- lr: 0.0025 train loss: 5.5089 val loss: 3.9149 Epoch 67/100 ---------- lr: 0.0025 train loss: 5.4556 val loss: 3.8521 Epoch 68/100 ---------- lr: 0.0025 train loss: 5.5086 val loss: 4.2533 Epoch 69/100 ---------- lr: 0.0025 train loss: 5.6259 val loss: 4.1077 Epoch 70/100 ---------- lr: 0.0025 train loss: 5.5547 val loss: 4.2194 Epoch 71/100 ---------- lr: 0.0025 train loss: 5.5062 val loss: 3.9860 Epoch 72/100 ---------- lr: 0.0025 train loss: 5.4572 val loss: 3.9022 Epoch 73/100 ---------- lr: 0.0025 train loss: 5.6089 val loss: 4.4026 Epoch 74/100 ---------- lr: 0.0025 train loss: 5.9855 val loss: 4.2143 Epoch 75/100 ---------- lr: 0.0025 train loss: 5.9911 val loss: 4.4568 Epoch 76/100 ---------- lr: 0.0025 train loss: 5.9381 val loss: 4.0940 Epoch 77/100 ---------- lr: 0.0025 train loss: 5.8764 val loss: 4.3515 Epoch 78/100 ---------- lr: 0.0025 train loss: 5.9131 val loss: 4.2129 Epoch 79/100 ---------- lr: 0.0025 train loss: 5.7886 val loss: 4.3407 Epoch 80/100 ---------- lr: 0.0025 train loss: 5.7999 val loss: 4.2553 Epoch 81/100 ---------- lr: 0.0025 train loss: 5.7693 val loss: 4.2522 Epoch 82/100 ---------- lr: 0.0025 train loss: 5.7543 val loss: 4.2351 Epoch 83/100 ---------- lr: 0.0025 train loss: 5.8589 val loss: 4.2969 Epoch 84/100 ---------- lr: 0.0025 train loss: 5.7793 val loss: 4.4882 Epoch 85/100 ---------- lr: 0.00125 train loss: 5.7669 val loss: 4.2538 Epoch 86/100 ---------- lr: 0.00125 train loss: 5.6494 val loss: 4.1923 Epoch 87/100 ---------- lr: 0.00125 train loss: 5.6185 val loss: 4.2614 Epoch 88/100 ---------- lr: 0.00125 train loss: 5.5648 val loss: 4.1560 Epoch 89/100 ---------- lr: 0.00125 train loss: 5.4954 val loss: 4.0162 Epoch 90/100 ---------- lr: 0.00125 train loss: 5.4873 val loss: 4.2523 Epoch 91/100 ---------- lr: 0.00125 train loss: 5.4885 val loss: 4.0067 Epoch 92/100 ---------- lr: 0.00125 train loss: 5.4520 val loss: 3.9525 Epoch 93/100 ---------- lr: 0.00125 train loss: 5.4651 val loss: 4.0409 Epoch 94/100 ---------- lr: 0.00125 train loss: 5.4152 val loss: 4.0035 Epoch 95/100 ---------- lr: 0.00125 train loss: 5.4164 val loss: 4.0383 Epoch 96/100 ---------- lr: 0.00125 train loss: 5.3654 val loss: 4.0190 Epoch 97/100 ---------- lr: 0.00125 train loss: 5.4356 val loss: 4.0611 Epoch 98/100 ---------- lr: 0.00125 train loss: 5.3699 val loss: 4.1257 Epoch 99/100 ---------- lr: 0.00125 train loss: 5.3130 val loss: 3.9046 Epoch 100/100 ---------- lr: 0.00125 train loss: 5.2492 val loss: 3.9990 Training complete in 8m 49s Best val loss: 1.2933 at epoch 21 Val MSE at best epoch: 0.4516