Epoch 1/100 ---------- lr: 0.01 train loss: 17.1680 val loss: 4.7691 Epoch 2/100 ---------- lr: 0.01 train loss: 6.4305 val loss: 4.2488 Epoch 3/100 ---------- lr: 0.01 train loss: 5.2115 val loss: 3.5687 Epoch 4/100 ---------- lr: 0.01 train loss: 4.6327 val loss: 3.1020 Epoch 5/100 ---------- lr: 0.01 train loss: 4.3821 val loss: 2.6684 Epoch 6/100 ---------- lr: 0.01 train loss: 4.1240 val loss: 2.6130 Epoch 7/100 ---------- lr: 0.01 train loss: 4.0644 val loss: 2.3757 Epoch 8/100 ---------- lr: 0.01 train loss: 3.8240 val loss: 2.3262 Epoch 9/100 ---------- lr: 0.01 train loss: 3.8550 val loss: 2.8715 Epoch 10/100 ---------- lr: 0.01 train loss: 3.4884 val loss: 2.0516 Epoch 11/100 ---------- lr: 0.01 train loss: 3.3651 val loss: 1.9711 Epoch 12/100 ---------- lr: 0.01 train loss: 3.2618 val loss: 2.0139 Epoch 13/100 ---------- lr: 0.01 train loss: 3.3434 val loss: 1.9553 Epoch 14/100 ---------- lr: 0.01 train loss: 3.1967 val loss: 1.8664 Epoch 15/100 ---------- lr: 0.01 train loss: 3.1184 val loss: 1.6365 Epoch 16/100 ---------- lr: 0.01 train loss: 3.1662 val loss: 1.8816 Epoch 17/100 ---------- lr: 0.01 train loss: 3.0472 val loss: 1.6096 Epoch 18/100 ---------- lr: 0.01 train loss: 3.1629 val loss: 1.6386 Epoch 19/100 ---------- lr: 0.01 train loss: 2.9093 val loss: 1.3513 Epoch 20/100 ---------- lr: 0.01 train loss: 2.7914 val loss: 1.2580 Epoch 21/100 ---------- lr: 0.01 train loss: 2.8386 val loss: 1.4118 Epoch 22/100 ---------- lr: 0.01 train loss: 3.0534 val loss: 1.4002 Epoch 23/100 ---------- lr: 0.01 train loss: 2.7450 val loss: 1.2227 Epoch 24/100 ---------- lr: 0.01 train loss: 2.7323 val loss: 1.1523 Epoch 25/100 ---------- lr: 0.01 train loss: 2.7861 val loss: 1.2824 Epoch 26/100 ---------- lr: 0.01 train loss: 2.6835 val loss: 1.3942 Epoch 27/100 ---------- lr: 0.01 train loss: 2.7378 val loss: 1.5777 Epoch 28/100 ---------- lr: 0.01 train loss: 3.0644 val loss: 1.4792 Epoch 29/100 ---------- lr: 0.01 train loss: 2.7727 val loss: 1.2125 Epoch 30/100 ---------- lr: 0.01 train loss: 2.5768 val loss: 1.0643 Epoch 31/100 ---------- lr: 0.01 train loss: 2.5326 val loss: 1.6078 Epoch 32/100 ---------- lr: 0.01 train loss: 2.7506 val loss: 1.1327 Epoch 33/100 ---------- lr: 0.01 train loss: 2.5286 val loss: 1.2057 Epoch 34/100 ---------- lr: 0.01 train loss: 2.6073 val loss: 1.1500 Epoch 35/100 ---------- lr: 0.01 train loss: 2.4802 val loss: 1.0876 Epoch 36/100 ---------- lr: 0.01 train loss: 2.6624 val loss: 1.0470 Epoch 37/100 ---------- lr: 0.01 train loss: 2.4507 val loss: 0.9796 Epoch 38/100 ---------- lr: 0.01 train loss: 2.4558 val loss: 1.1108 Epoch 39/100 ---------- lr: 0.01 train loss: 2.6176 val loss: 1.2690 Epoch 40/100 ---------- lr: 0.01 train loss: 2.6978 val loss: 1.2125 Epoch 41/100 ---------- lr: 0.01 train loss: 2.5297 val loss: 1.1287 Epoch 42/100 ---------- lr: 0.01 train loss: 2.7338 val loss: 2.1511 Epoch 43/100 ---------- lr: 0.01 train loss: 2.8912 val loss: 1.1859 Epoch 44/100 ---------- lr: 0.01 train loss: 2.5411 val loss: 1.1184 Epoch 45/100 ---------- lr: 0.01 train loss: 2.5207 val loss: 0.9983 Epoch 46/100 ---------- lr: 0.01 train loss: 2.3950 val loss: 0.9964 Epoch 47/100 ---------- lr: 0.01 train loss: 2.4851 val loss: 1.2763 Epoch 48/100 ---------- lr: 0.01 train loss: 2.5595 val loss: 0.9369 Epoch 49/100 ---------- lr: 0.01 train loss: 2.5807 val loss: 1.2802 Epoch 50/100 ---------- lr: 0.01 train loss: 2.6429 val loss: 1.0439 Epoch 51/100 ---------- lr: 0.01 train loss: 2.3987 val loss: 1.0332 Epoch 52/100 ---------- lr: 0.01 train loss: 2.3433 val loss: 1.0201 Epoch 53/100 ---------- lr: 0.01 train loss: 2.4809 val loss: 3.0117 Epoch 54/100 ---------- lr: 0.01 train loss: 4.3947 val loss: 4.2121 Epoch 55/100 ---------- lr: 0.01 train loss: 9.2662 val loss: 8.6969 Epoch 56/100 ---------- lr: 0.01 train loss: 9.7377 val loss: 7.7358 Epoch 57/100 ---------- lr: 0.01 train loss: 9.7606 val loss: 7.8596 Epoch 58/100 ---------- lr: 0.01 train loss: 9.9905 val loss: 9.5437 Epoch 59/100 ---------- lr: 0.01 train loss: 10.5741 val loss: 8.6763 Epoch 60/100 ---------- lr: 0.01 train loss: 10.3414 val loss: 8.8756 Epoch 61/100 ---------- lr: 0.01 train loss: 10.7817 val loss: 9.9912 Epoch 62/100 ---------- lr: 0.01 train loss: 11.3436 val loss: 9.1940 Epoch 63/100 ---------- lr: 0.01 train loss: 11.2116 val loss: 9.0635 Epoch 64/100 ---------- lr: 0.01 train loss: 10.9391 val loss: 10.5040 Epoch 65/100 ---------- lr: 0.01 train loss: 11.9230 val loss: 9.4774 Epoch 66/100 ---------- lr: 0.01 train loss: 11.0089 val loss: 9.0162 Epoch 67/100 ---------- lr: 0.01 train loss: 10.8915 val loss: 9.8916 Epoch 68/100 ---------- lr: 0.01 train loss: 11.5319 val loss: 9.4767 Epoch 69/100 ---------- lr: 0.01 train loss: 11.2072 val loss: 9.7594 Epoch 70/100 ---------- lr: 0.005 train loss: 10.9547 val loss: 9.9038 Epoch 71/100 ---------- lr: 0.005 train loss: 10.9419 val loss: 9.1457 Epoch 72/100 ---------- lr: 0.005 train loss: 10.6969 val loss: 8.7493 Epoch 73/100 ---------- lr: 0.005 train loss: 10.5724 val loss: 8.7538 Epoch 74/100 ---------- lr: 0.005 train loss: 10.3620 val loss: 8.2289 Epoch 75/100 ---------- lr: 0.005 train loss: 10.4028 val loss: 8.5685 Epoch 76/100 ---------- lr: 0.005 train loss: 10.4599 val loss: 8.5467 Epoch 77/100 ---------- lr: 0.005 train loss: 10.1409 val loss: 8.2861 Epoch 78/100 ---------- lr: 0.005 train loss: 10.0599 val loss: 8.3369 Epoch 79/100 ---------- lr: 0.005 train loss: 10.4128 val loss: 8.8662 Epoch 80/100 ---------- lr: 0.005 train loss: 10.1793 val loss: 8.6059 Epoch 81/100 ---------- lr: 0.005 train loss: 10.0108 val loss: 8.5111 Epoch 82/100 ---------- lr: 0.005 train loss: 9.9648 val loss: 8.6479 Epoch 83/100 ---------- lr: 0.005 train loss: 10.5715 val loss: 8.7603 Epoch 84/100 ---------- lr: 0.005 train loss: 10.4342 val loss: 8.5551 Epoch 85/100 ---------- lr: 0.005 train loss: 10.3979 val loss: 8.3426 Epoch 86/100 ---------- lr: 0.005 train loss: 10.3611 val loss: 8.8694 Epoch 87/100 ---------- lr: 0.005 train loss: 10.7657 val loss: 8.9131 Epoch 88/100 ---------- lr: 0.005 train loss: 10.6776 val loss: 8.5282 Epoch 89/100 ---------- lr: 0.005 train loss: 10.5574 val loss: 8.4354 Epoch 90/100 ---------- lr: 0.005 train loss: 10.4829 val loss: 8.8024 Epoch 91/100 ---------- lr: 0.0025 train loss: 10.4951 val loss: 8.4410 Epoch 92/100 ---------- lr: 0.0025 train loss: 10.3360 val loss: 8.5330 Epoch 93/100 ---------- lr: 0.0025 train loss: 10.4175 val loss: 8.5762 Epoch 94/100 ---------- lr: 0.0025 train loss: 10.3442 val loss: 8.4447 Epoch 95/100 ---------- lr: 0.0025 train loss: 10.3096 val loss: 8.4391 Epoch 96/100 ---------- lr: 0.0025 train loss: 10.2872 val loss: 8.3320 Epoch 97/100 ---------- lr: 0.0025 train loss: 10.2819 val loss: 8.2728 Epoch 98/100 ---------- lr: 0.0025 train loss: 10.2040 val loss: 8.2731 Epoch 99/100 ---------- lr: 0.0025 train loss: 10.2098 val loss: 8.5983 Epoch 100/100 ---------- lr: 0.0025 train loss: 10.3734 val loss: 8.5559 Training complete in 7m 46s Best val loss: 0.9369 at epoch 48 Val MSE at best epoch: 0.3233