Epoch 1/100 ---------- lr: 0.01 train loss: 15.6397 val loss: 5.3773 Epoch 2/100 ---------- lr: 0.01 train loss: 5.6778 val loss: 3.7044 Epoch 3/100 ---------- lr: 0.01 train loss: 4.8376 val loss: 3.4649 Epoch 4/100 ---------- lr: 0.01 train loss: 4.5705 val loss: 4.4491 Epoch 5/100 ---------- lr: 0.01 train loss: 4.3123 val loss: 3.6745 Epoch 6/100 ---------- lr: 0.01 train loss: 3.7783 val loss: 2.3298 Epoch 7/100 ---------- lr: 0.01 train loss: 3.1025 val loss: 1.9243 Epoch 8/100 ---------- lr: 0.01 train loss: 2.8287 val loss: 1.6178 Epoch 9/100 ---------- lr: 0.01 train loss: 2.8230 val loss: 1.6235 Epoch 10/100 ---------- lr: 0.01 train loss: 2.4986 val loss: 1.9982 Epoch 11/100 ---------- lr: 0.01 train loss: 2.4734 val loss: 1.2449 Epoch 12/100 ---------- lr: 0.01 train loss: 2.7061 val loss: 1.5678 Epoch 13/100 ---------- lr: 0.01 train loss: 3.3310 val loss: 2.9639 Epoch 14/100 ---------- lr: 0.01 train loss: 5.3788 val loss: 11.0528 Epoch 15/100 ---------- lr: 0.01 train loss: 12.0914 val loss: 10.7841 Epoch 16/100 ---------- lr: 0.01 train loss: 11.3308 val loss: 8.0306 Epoch 17/100 ---------- lr: 0.01 train loss: 9.1384 val loss: 7.2657 Epoch 18/100 ---------- lr: 0.01 train loss: 10.6115 val loss: 9.5283 Epoch 19/100 ---------- lr: 0.01 train loss: 10.0598 val loss: 9.0450 Epoch 20/100 ---------- lr: 0.01 train loss: 9.8282 val loss: 8.3779 Epoch 21/100 ---------- lr: 0.01 train loss: 9.8811 val loss: 9.0537 Epoch 22/100 ---------- lr: 0.01 train loss: 9.8413 val loss: 7.7559 Epoch 23/100 ---------- lr: 0.01 train loss: 8.6431 val loss: 7.0069 Epoch 24/100 ---------- lr: 0.01 train loss: 8.8076 val loss: 7.5302 Epoch 25/100 ---------- lr: 0.01 train loss: 9.3245 val loss: 10.1718 Epoch 26/100 ---------- lr: 0.01 train loss: 9.6193 val loss: 9.2352 Epoch 27/100 ---------- lr: 0.01 train loss: 10.5310 val loss: 8.4925 Epoch 28/100 ---------- lr: 0.01 train loss: 9.1915 val loss: 8.5418 Epoch 29/100 ---------- lr: 0.01 train loss: 8.8920 val loss: 7.0599 Epoch 30/100 ---------- lr: 0.01 train loss: 8.0118 val loss: 5.9310 Epoch 31/100 ---------- lr: 0.01 train loss: 7.2178 val loss: 6.0901 Epoch 32/100 ---------- lr: 0.01 train loss: 6.9341 val loss: 5.8980 Epoch 33/100 ---------- lr: 0.005 train loss: 6.2312 val loss: 5.3397 Epoch 34/100 ---------- lr: 0.005 train loss: 5.8220 val loss: 5.1069 Epoch 35/100 ---------- lr: 0.005 train loss: 5.7247 val loss: 4.9414 Epoch 36/100 ---------- lr: 0.005 train loss: 5.6431 val loss: 4.9253 Epoch 37/100 ---------- lr: 0.005 train loss: 5.4851 val loss: 4.6687 Epoch 38/100 ---------- lr: 0.005 train loss: 5.4875 val loss: 4.4516 Epoch 39/100 ---------- lr: 0.005 train loss: 5.3786 val loss: 4.3961 Epoch 40/100 ---------- lr: 0.005 train loss: 5.3506 val loss: 4.8572 Epoch 41/100 ---------- lr: 0.005 train loss: 5.5538 val loss: 4.4427 Epoch 42/100 ---------- lr: 0.005 train loss: 5.8975 val loss: 5.1488 Epoch 43/100 ---------- lr: 0.005 train loss: 5.8099 val loss: 4.6834 Epoch 44/100 ---------- lr: 0.005 train loss: 5.7504 val loss: 4.6229 Epoch 45/100 ---------- lr: 0.005 train loss: 5.7322 val loss: 4.6026 Epoch 46/100 ---------- lr: 0.005 train loss: 5.7635 val loss: 5.0018 Epoch 47/100 ---------- lr: 0.005 train loss: 6.3522 val loss: 5.9415 Epoch 48/100 ---------- lr: 0.005 train loss: 6.8470 val loss: 5.3816 Epoch 49/100 ---------- lr: 0.005 train loss: 6.7071 val loss: 5.3256 Epoch 50/100 ---------- lr: 0.005 train loss: 6.5272 val loss: 5.0889 Epoch 51/100 ---------- lr: 0.005 train loss: 6.2807 val loss: 5.5383 Epoch 52/100 ---------- lr: 0.005 train loss: 6.2977 val loss: 5.6359 Epoch 53/100 ---------- lr: 0.005 train loss: 6.2739 val loss: 5.2967 Epoch 54/100 ---------- lr: 0.0025 train loss: 5.7319 val loss: 5.3207 Epoch 55/100 ---------- lr: 0.0025 train loss: 5.6920 val loss: 5.0265 Epoch 56/100 ---------- lr: 0.0025 train loss: 5.5763 val loss: 5.0092 Epoch 57/100 ---------- lr: 0.0025 train loss: 5.3806 val loss: 4.7541 Epoch 58/100 ---------- lr: 0.0025 train loss: 5.2405 val loss: 4.8982 Epoch 59/100 ---------- lr: 0.0025 train loss: 5.2142 val loss: 4.6070 Epoch 60/100 ---------- lr: 0.0025 train loss: 5.2627 val loss: 4.6367 Epoch 61/100 ---------- lr: 0.0025 train loss: 5.1769 val loss: 4.5013 Epoch 62/100 ---------- lr: 0.0025 train loss: 5.2047 val loss: 4.7582 Epoch 63/100 ---------- lr: 0.0025 train loss: 5.0620 val loss: 4.5364 Epoch 64/100 ---------- lr: 0.0025 train loss: 5.0588 val loss: 4.6238 Epoch 65/100 ---------- lr: 0.0025 train loss: 4.9902 val loss: 4.3560 Epoch 66/100 ---------- lr: 0.0025 train loss: 4.9907 val loss: 4.2639 Epoch 67/100 ---------- lr: 0.0025 train loss: 4.9849 val loss: 4.2802 Epoch 68/100 ---------- lr: 0.0025 train loss: 5.0493 val loss: 4.3734 Epoch 69/100 ---------- lr: 0.0025 train loss: 5.4573 val loss: 4.5179 Epoch 70/100 ---------- lr: 0.0025 train loss: 5.5042 val loss: 4.8232 Epoch 71/100 ---------- lr: 0.0025 train loss: 5.4316 val loss: 4.8710 Epoch 72/100 ---------- lr: 0.0025 train loss: 5.3758 val loss: 4.8122 Epoch 73/100 ---------- lr: 0.0025 train loss: 5.3922 val loss: 4.7414 Epoch 74/100 ---------- lr: 0.0025 train loss: 5.3202 val loss: 5.0452 Epoch 75/100 ---------- lr: 0.00125 train loss: 5.0327 val loss: 4.6879 Epoch 76/100 ---------- lr: 0.00125 train loss: 5.0072 val loss: 4.6091 Epoch 77/100 ---------- lr: 0.00125 train loss: 4.9052 val loss: 4.3941 Epoch 78/100 ---------- lr: 0.00125 train loss: 4.8311 val loss: 4.1881 Epoch 79/100 ---------- lr: 0.00125 train loss: 4.7955 val loss: 4.1067 Epoch 80/100 ---------- lr: 0.00125 train loss: 4.8037 val loss: 4.3958 Epoch 81/100 ---------- lr: 0.00125 train loss: 4.7124 val loss: 4.3274 Epoch 82/100 ---------- lr: 0.00125 train loss: 4.6574 val loss: 4.4306 Epoch 83/100 ---------- lr: 0.00125 train loss: 4.6959 val loss: 4.3391 Epoch 84/100 ---------- lr: 0.00125 train loss: 4.6623 val loss: 4.3714 Epoch 85/100 ---------- lr: 0.00125 train loss: 4.5941 val loss: 4.2902 Epoch 86/100 ---------- lr: 0.00125 train loss: 4.6509 val loss: 4.3572 Epoch 87/100 ---------- lr: 0.00125 train loss: 4.5772 val loss: 4.4328 Epoch 88/100 ---------- lr: 0.00125 train loss: 4.5368 val loss: 4.2145 Epoch 89/100 ---------- lr: 0.00125 train loss: 4.4627 val loss: 4.1938 Epoch 90/100 ---------- lr: 0.00125 train loss: 4.4526 val loss: 4.2539 Epoch 91/100 ---------- lr: 0.00125 train loss: 4.4482 val loss: 4.1131 Epoch 92/100 ---------- lr: 0.00125 train loss: 4.4567 val loss: 4.2242 Epoch 93/100 ---------- lr: 0.00125 train loss: 4.4141 val loss: 4.2176 Epoch 94/100 ---------- lr: 0.00125 train loss: 4.3714 val loss: 3.9714 Epoch 95/100 ---------- lr: 0.00125 train loss: 4.3770 val loss: 4.0772 Epoch 96/100 ---------- lr: 0.000625 train loss: 4.3110 val loss: 4.1283 Epoch 97/100 ---------- lr: 0.000625 train loss: 4.3363 val loss: 3.9957 Epoch 98/100 ---------- lr: 0.000625 train loss: 4.2953 val loss: 4.0489 Epoch 99/100 ---------- lr: 0.000625 train loss: 4.3602 val loss: 3.9941 Epoch 100/100 ---------- lr: 0.000625 train loss: 4.3035 val loss: 3.9184 Training complete in 18m 42s Best val loss: 1.2449 at epoch 11 Val MSE at best epoch: 0.4419