Epoch 1/100 ---------- lr: 0.01 train loss: 8.6039 val loss: 3.5013 Epoch 2/100 ---------- lr: 0.01 train loss: 4.4406 val loss: 3.3103 Epoch 3/100 ---------- lr: 0.01 train loss: 3.9649 val loss: 2.6846 Epoch 4/100 ---------- lr: 0.01 train loss: 3.6886 val loss: 2.5668 Epoch 5/100 ---------- lr: 0.01 train loss: 3.6429 val loss: 2.0170 Epoch 6/100 ---------- lr: 0.01 train loss: 3.2954 val loss: 1.8213 Epoch 7/100 ---------- lr: 0.01 train loss: 3.1462 val loss: 1.8149 Epoch 8/100 ---------- lr: 0.01 train loss: 2.9887 val loss: 1.6916 Epoch 9/100 ---------- lr: 0.01 train loss: 2.9293 val loss: 1.5990 Epoch 10/100 ---------- lr: 0.01 train loss: 2.9715 val loss: 1.8028 Epoch 11/100 ---------- lr: 0.01 train loss: 2.8986 val loss: 1.4611 Epoch 12/100 ---------- lr: 0.01 train loss: 2.7288 val loss: 1.4440 Epoch 13/100 ---------- lr: 0.01 train loss: 2.6195 val loss: 1.3173 Epoch 14/100 ---------- lr: 0.01 train loss: 2.5636 val loss: 1.2456 Epoch 15/100 ---------- lr: 0.01 train loss: 2.9852 val loss: 1.6687 Epoch 16/100 ---------- lr: 0.01 train loss: 2.7681 val loss: 1.2282 Epoch 17/100 ---------- lr: 0.01 train loss: 2.5514 val loss: 1.0822 Epoch 18/100 ---------- lr: 0.01 train loss: 2.4904 val loss: 1.0595 Epoch 19/100 ---------- lr: 0.01 train loss: 2.4340 val loss: 1.1976 Epoch 20/100 ---------- lr: 0.01 train loss: 2.3671 val loss: 1.0370 Epoch 21/100 ---------- lr: 0.01 train loss: 2.3134 val loss: 1.0733 Epoch 22/100 ---------- lr: 0.01 train loss: 2.3297 val loss: 0.9320 Epoch 23/100 ---------- lr: 0.01 train loss: 2.3261 val loss: 1.1331 Epoch 24/100 ---------- lr: 0.01 train loss: 2.5940 val loss: 1.1236 Epoch 25/100 ---------- lr: 0.01 train loss: 2.7671 val loss: 1.6446 Epoch 26/100 ---------- lr: 0.01 train loss: 2.6261 val loss: 1.0392 Epoch 27/100 ---------- lr: 0.01 train loss: 2.3425 val loss: 0.9588 Epoch 28/100 ---------- lr: 0.01 train loss: 2.2803 val loss: 0.9808 Epoch 29/100 ---------- lr: 0.01 train loss: 2.3059 val loss: 0.9510 Epoch 30/100 ---------- lr: 0.01 train loss: 2.2246 val loss: 1.0463 Epoch 31/100 ---------- lr: 0.01 train loss: 2.3134 val loss: 1.4184 Epoch 32/100 ---------- lr: 0.01 train loss: 2.3987 val loss: 0.9993 Epoch 33/100 ---------- lr: 0.01 train loss: 2.1900 val loss: 0.8623 Epoch 34/100 ---------- lr: 0.01 train loss: 2.1651 val loss: 0.9070 Epoch 35/100 ---------- lr: 0.01 train loss: 2.1879 val loss: 0.8942 Epoch 36/100 ---------- lr: 0.01 train loss: 2.2707 val loss: 0.8851 Epoch 37/100 ---------- lr: 0.01 train loss: 2.1646 val loss: 0.7368 Epoch 38/100 ---------- lr: 0.01 train loss: 2.2331 val loss: 1.2086 Epoch 39/100 ---------- lr: 0.01 train loss: 2.3999 val loss: 1.0241 Epoch 40/100 ---------- lr: 0.01 train loss: 2.3893 val loss: 1.3618 Epoch 41/100 ---------- lr: 0.01 train loss: 2.4167 val loss: 1.0215 Epoch 42/100 ---------- lr: 0.01 train loss: 2.1818 val loss: 1.0779 Epoch 43/100 ---------- lr: 0.01 train loss: 2.1907 val loss: 0.8842 Epoch 44/100 ---------- lr: 0.01 train loss: 2.1388 val loss: 0.8143 Epoch 45/100 ---------- lr: 0.01 train loss: 2.1139 val loss: 0.8134 Epoch 46/100 ---------- lr: 0.01 train loss: 2.1269 val loss: 0.7664 Epoch 47/100 ---------- lr: 0.01 train loss: 2.0972 val loss: 0.9217 Epoch 48/100 ---------- lr: 0.01 train loss: 2.5203 val loss: 1.5306 Epoch 49/100 ---------- lr: 0.01 train loss: 2.7734 val loss: 1.5375 Epoch 50/100 ---------- lr: 0.01 train loss: 2.5618 val loss: 1.7308 Epoch 51/100 ---------- lr: 0.01 train loss: 2.5980 val loss: 1.0598 Epoch 52/100 ---------- lr: 0.01 train loss: 2.3622 val loss: 1.0070 Epoch 53/100 ---------- lr: 0.01 train loss: 2.3396 val loss: 1.1622 Epoch 54/100 ---------- lr: 0.01 train loss: 2.3387 val loss: 0.9334 Epoch 55/100 ---------- lr: 0.01 train loss: 2.2122 val loss: 0.8850 Epoch 56/100 ---------- lr: 0.01 train loss: 2.1467 val loss: 0.8402 Epoch 57/100 ---------- lr: 0.01 train loss: 2.1430 val loss: 0.8378 Epoch 58/100 ---------- lr: 0.01 train loss: 2.1657 val loss: 0.8899 Epoch 59/100 ---------- lr: 0.005 train loss: 2.0456 val loss: 0.7000 Epoch 60/100 ---------- lr: 0.005 train loss: 2.0236 val loss: 0.6889 Epoch 61/100 ---------- lr: 0.005 train loss: 2.0042 val loss: 0.7642 Epoch 62/100 ---------- lr: 0.005 train loss: 2.0751 val loss: 0.7319 Epoch 63/100 ---------- lr: 0.005 train loss: 2.0210 val loss: 0.7203 Epoch 64/100 ---------- lr: 0.005 train loss: 1.9980 val loss: 0.7540 Epoch 65/100 ---------- lr: 0.005 train loss: 1.9883 val loss: 0.6943 Epoch 66/100 ---------- lr: 0.005 train loss: 1.9790 val loss: 0.7024 Epoch 67/100 ---------- lr: 0.005 train loss: 1.9847 val loss: 0.6558 Epoch 68/100 ---------- lr: 0.005 train loss: 1.9881 val loss: 0.6529 Epoch 69/100 ---------- lr: 0.005 train loss: 1.9569 val loss: 0.6584 Epoch 70/100 ---------- lr: 0.005 train loss: 1.9541 val loss: 0.6741 Epoch 71/100 ---------- lr: 0.005 train loss: 1.9289 val loss: 0.6420 Epoch 72/100 ---------- lr: 0.005 train loss: 1.9234 val loss: 0.7580 Epoch 73/100 ---------- lr: 0.005 train loss: 1.9355 val loss: 0.6850 Epoch 74/100 ---------- lr: 0.005 train loss: 1.9757 val loss: 0.7976 Epoch 75/100 ---------- lr: 0.005 train loss: 2.0027 val loss: 0.6384 Epoch 76/100 ---------- lr: 0.005 train loss: 1.9317 val loss: 0.7202 Epoch 77/100 ---------- lr: 0.005 train loss: 1.9919 val loss: 0.6614 Epoch 78/100 ---------- lr: 0.005 train loss: 1.9356 val loss: 0.5939 Epoch 79/100 ---------- lr: 0.005 train loss: 1.9342 val loss: 0.6309 Epoch 80/100 ---------- lr: 0.005 train loss: 1.9066 val loss: 0.5942 Epoch 81/100 ---------- lr: 0.005 train loss: 1.8965 val loss: 0.6050 Epoch 82/100 ---------- lr: 0.005 train loss: 1.8908 val loss: 0.5823 Epoch 83/100 ---------- lr: 0.005 train loss: 1.8947 val loss: 0.6512 Epoch 84/100 ---------- lr: 0.005 train loss: 1.8840 val loss: 0.6480 Epoch 85/100 ---------- lr: 0.005 train loss: 1.8752 val loss: 0.6332 Epoch 86/100 ---------- lr: 0.005 train loss: 1.8760 val loss: 0.6105 Epoch 87/100 ---------- lr: 0.005 train loss: 1.8791 val loss: 0.5849 Epoch 88/100 ---------- lr: 0.005 train loss: 1.8993 val loss: 0.5759 Epoch 89/100 ---------- lr: 0.005 train loss: 1.8940 val loss: 0.7694 Epoch 90/100 ---------- lr: 0.005 train loss: 2.0292 val loss: 1.0559 Epoch 91/100 ---------- lr: 0.005 train loss: 2.1554 val loss: 0.7283 Epoch 92/100 ---------- lr: 0.005 train loss: 1.9632 val loss: 0.7355 Epoch 93/100 ---------- lr: 0.005 train loss: 1.9147 val loss: 0.5943 Epoch 94/100 ---------- lr: 0.005 train loss: 1.8980 val loss: 0.5686 Epoch 95/100 ---------- lr: 0.005 train loss: 1.8847 val loss: 0.5692 Epoch 96/100 ---------- lr: 0.005 train loss: 1.8658 val loss: 0.5569 Epoch 97/100 ---------- lr: 0.005 train loss: 1.8604 val loss: 0.5709 Epoch 98/100 ---------- lr: 0.005 train loss: 1.8574 val loss: 0.5608 Epoch 99/100 ---------- lr: 0.005 train loss: 2.0953 val loss: 0.8572 Epoch 100/100 ---------- lr: 0.005 train loss: 2.0158 val loss: 0.6690 Training complete in 4m 44s Best val loss: 0.5569 at epoch 96 Val MSE at best epoch: 0.2357