Epoch 1/100 ---------- lr: 0.01 train loss: 8.3311 val loss: 4.6915 Epoch 2/100 ---------- lr: 0.01 train loss: 4.2161 val loss: 3.3631 Epoch 3/100 ---------- lr: 0.01 train loss: 3.5416 val loss: 2.2445 Epoch 4/100 ---------- lr: 0.01 train loss: 3.1992 val loss: 2.1902 Epoch 5/100 ---------- lr: 0.01 train loss: 2.9788 val loss: 1.8246 Epoch 6/100 ---------- lr: 0.01 train loss: 2.5398 val loss: 1.9956 Epoch 7/100 ---------- lr: 0.01 train loss: 2.5280 val loss: 1.8526 Epoch 8/100 ---------- lr: 0.01 train loss: 2.4861 val loss: 1.6265 Epoch 9/100 ---------- lr: 0.01 train loss: 2.5304 val loss: 1.3930 Epoch 10/100 ---------- lr: 0.01 train loss: 2.1519 val loss: 1.1787 Epoch 11/100 ---------- lr: 0.01 train loss: 1.9114 val loss: 1.2398 Epoch 12/100 ---------- lr: 0.01 train loss: 2.5350 val loss: 1.4064 Epoch 13/100 ---------- lr: 0.01 train loss: 1.9874 val loss: 0.9053 Epoch 14/100 ---------- lr: 0.01 train loss: 1.8783 val loss: 1.7229 Epoch 15/100 ---------- lr: 0.01 train loss: 3.3839 val loss: 3.1114 Epoch 16/100 ---------- lr: 0.01 train loss: 8.6361 val loss: 11.1205 Epoch 17/100 ---------- lr: 0.01 train loss: 10.4612 val loss: 8.9718 Epoch 18/100 ---------- lr: 0.01 train loss: 9.4450 val loss: 7.7919 Epoch 19/100 ---------- lr: 0.01 train loss: 9.3128 val loss: 8.4280 Epoch 20/100 ---------- lr: 0.01 train loss: 8.0925 val loss: 5.8368 Epoch 21/100 ---------- lr: 0.01 train loss: 6.7034 val loss: 5.1240 Epoch 22/100 ---------- lr: 0.01 train loss: 6.4473 val loss: 5.4443 Epoch 23/100 ---------- lr: 0.01 train loss: 7.0620 val loss: 7.6249 Epoch 24/100 ---------- lr: 0.01 train loss: 7.3560 val loss: 6.0651 Epoch 25/100 ---------- lr: 0.01 train loss: 7.5675 val loss: 6.5439 Epoch 26/100 ---------- lr: 0.01 train loss: 7.1489 val loss: 6.1952 Epoch 27/100 ---------- lr: 0.01 train loss: 6.7007 val loss: 6.9279 Epoch 28/100 ---------- lr: 0.01 train loss: 6.4386 val loss: 5.4314 Epoch 29/100 ---------- lr: 0.01 train loss: 6.1578 val loss: 6.0563 Epoch 30/100 ---------- lr: 0.01 train loss: 6.8340 val loss: 6.0937 Epoch 31/100 ---------- lr: 0.01 train loss: 7.7385 val loss: 7.9296 Epoch 32/100 ---------- lr: 0.01 train loss: 8.1599 val loss: 6.8952 Epoch 33/100 ---------- lr: 0.01 train loss: 7.7110 val loss: 6.6561 Epoch 34/100 ---------- lr: 0.01 train loss: 6.9212 val loss: 5.8350 Epoch 35/100 ---------- lr: 0.005 train loss: 6.1875 val loss: 5.1561 Epoch 36/100 ---------- lr: 0.005 train loss: 6.0262 val loss: 5.1950 Epoch 37/100 ---------- lr: 0.005 train loss: 5.9940 val loss: 5.2219 Epoch 38/100 ---------- lr: 0.005 train loss: 5.8508 val loss: 4.8870 Epoch 39/100 ---------- lr: 0.005 train loss: 6.0356 val loss: 5.6759 Epoch 40/100 ---------- lr: 0.005 train loss: 5.9626 val loss: 4.7596 Epoch 41/100 ---------- lr: 0.005 train loss: 5.7348 val loss: 4.8791 Epoch 42/100 ---------- lr: 0.005 train loss: 5.5743 val loss: 4.7874 Epoch 43/100 ---------- lr: 0.005 train loss: 5.6686 val loss: 4.8396 Epoch 44/100 ---------- lr: 0.005 train loss: 5.7600 val loss: 5.1023 Epoch 45/100 ---------- lr: 0.005 train loss: 5.7595 val loss: 5.1450 Epoch 46/100 ---------- lr: 0.005 train loss: 5.7125 val loss: 4.8134 Epoch 47/100 ---------- lr: 0.005 train loss: 5.6641 val loss: 4.9983 Epoch 48/100 ---------- lr: 0.005 train loss: 5.6463 val loss: 4.7397 Epoch 49/100 ---------- lr: 0.005 train loss: 5.4763 val loss: 4.6880 Epoch 50/100 ---------- lr: 0.005 train loss: 5.4399 val loss: 4.6144 Epoch 51/100 ---------- lr: 0.005 train loss: 5.6930 val loss: 4.6982 Epoch 52/100 ---------- lr: 0.005 train loss: 5.5533 val loss: 5.4850 Epoch 53/100 ---------- lr: 0.005 train loss: 5.8555 val loss: 5.2616 Epoch 54/100 ---------- lr: 0.005 train loss: 5.8167 val loss: 5.1197 Epoch 55/100 ---------- lr: 0.005 train loss: 5.5840 val loss: 4.6262 Epoch 56/100 ---------- lr: 0.0025 train loss: 5.1720 val loss: 4.5159 Epoch 57/100 ---------- lr: 0.0025 train loss: 5.0517 val loss: 4.3764 Epoch 58/100 ---------- lr: 0.0025 train loss: 4.9897 val loss: 4.2099 Epoch 59/100 ---------- lr: 0.0025 train loss: 5.0249 val loss: 4.1256 Epoch 60/100 ---------- lr: 0.0025 train loss: 4.9537 val loss: 4.4129 Epoch 61/100 ---------- lr: 0.0025 train loss: 4.9440 val loss: 4.3601 Epoch 62/100 ---------- lr: 0.0025 train loss: 5.1672 val loss: 4.2906 Epoch 63/100 ---------- lr: 0.0025 train loss: 4.9996 val loss: 4.0329 Epoch 64/100 ---------- lr: 0.0025 train loss: 4.9448 val loss: 4.2510 Epoch 65/100 ---------- lr: 0.0025 train loss: 4.9161 val loss: 4.2725 Epoch 66/100 ---------- lr: 0.0025 train loss: 4.8432 val loss: 4.0136 Epoch 67/100 ---------- lr: 0.0025 train loss: 4.8667 val loss: 4.2167 Epoch 68/100 ---------- lr: 0.0025 train loss: 4.7077 val loss: 4.1337 Epoch 69/100 ---------- lr: 0.0025 train loss: 4.6320 val loss: 4.2253 Epoch 70/100 ---------- lr: 0.0025 train loss: 4.6447 val loss: 4.0720 Epoch 71/100 ---------- lr: 0.0025 train loss: 4.6710 val loss: 4.0963 Epoch 72/100 ---------- lr: 0.0025 train loss: 4.8157 val loss: 3.9430 Epoch 73/100 ---------- lr: 0.0025 train loss: 4.7357 val loss: 4.1701 Epoch 74/100 ---------- lr: 0.0025 train loss: 4.6646 val loss: 4.0917 Epoch 75/100 ---------- lr: 0.0025 train loss: 4.7163 val loss: 3.9335 Epoch 76/100 ---------- lr: 0.0025 train loss: 4.6863 val loss: 3.8677 Epoch 77/100 ---------- lr: 0.00125 train loss: 4.5599 val loss: 3.7219 Epoch 78/100 ---------- lr: 0.00125 train loss: 4.5070 val loss: 3.6496 Epoch 79/100 ---------- lr: 0.00125 train loss: 4.4861 val loss: 3.7238 Epoch 80/100 ---------- lr: 0.00125 train loss: 4.4083 val loss: 3.7661 Epoch 81/100 ---------- lr: 0.00125 train loss: 4.3411 val loss: 3.6931 Epoch 82/100 ---------- lr: 0.00125 train loss: 4.3321 val loss: 3.8499 Epoch 83/100 ---------- lr: 0.00125 train loss: 4.3951 val loss: 3.6263 Epoch 84/100 ---------- lr: 0.00125 train loss: 4.3019 val loss: 3.6072 Epoch 85/100 ---------- lr: 0.00125 train loss: 4.3296 val loss: 3.5722 Epoch 86/100 ---------- lr: 0.00125 train loss: 4.3170 val loss: 3.5510 Epoch 87/100 ---------- lr: 0.00125 train loss: 4.3314 val loss: 3.6354 Epoch 88/100 ---------- lr: 0.00125 train loss: 4.2774 val loss: 3.7905 Epoch 89/100 ---------- lr: 0.00125 train loss: 4.3125 val loss: 3.6402 Epoch 90/100 ---------- lr: 0.00125 train loss: 4.3215 val loss: 3.7713 Epoch 91/100 ---------- lr: 0.00125 train loss: 4.2947 val loss: 3.6000 Epoch 92/100 ---------- lr: 0.00125 train loss: 4.2053 val loss: 3.7284 Epoch 93/100 ---------- lr: 0.00125 train loss: 4.1856 val loss: 3.6966 Epoch 94/100 ---------- lr: 0.00125 train loss: 4.1771 val loss: 3.6317 Epoch 95/100 ---------- lr: 0.00125 train loss: 4.1510 val loss: 3.5534 Epoch 96/100 ---------- lr: 0.00125 train loss: 4.1622 val loss: 3.5788 Epoch 97/100 ---------- lr: 0.00125 train loss: 4.1143 val loss: 3.6556 Epoch 98/100 ---------- lr: 0.000625 train loss: 4.1012 val loss: 3.6166 Epoch 99/100 ---------- lr: 0.000625 train loss: 4.0736 val loss: 3.6222 Epoch 100/100 ---------- lr: 0.000625 train loss: 4.0552 val loss: 3.5795 Training complete in 13m 5s Best val loss: 0.9053 at epoch 13 Val MSE at best epoch: 0.3854