Epoch 1/100 ---------- lr: 0.001 train loss: 14.2951 val loss: 4.6136 Epoch 2/100 ---------- lr: 0.001 train loss: 4.4460 val loss: 4.1104 Epoch 3/100 ---------- lr: 0.001 train loss: 3.6895 val loss: 2.7304 Epoch 4/100 ---------- lr: 0.001 train loss: 3.1606 val loss: 2.4586 Epoch 5/100 ---------- lr: 0.001 train loss: 2.9452 val loss: 2.0843 Epoch 6/100 ---------- lr: 0.001 train loss: 2.4895 val loss: 1.7521 Epoch 7/100 ---------- lr: 0.001 train loss: 2.2186 val loss: 1.8845 Epoch 8/100 ---------- lr: 0.001 train loss: 2.0900 val loss: 1.4708 Epoch 9/100 ---------- lr: 0.001 train loss: 2.0730 val loss: 1.4162 Epoch 10/100 ---------- lr: 0.001 train loss: 1.7875 val loss: 1.1440 Epoch 11/100 ---------- lr: 0.001 train loss: 1.6192 val loss: 1.0668 Epoch 12/100 ---------- lr: 0.001 train loss: 2.0282 val loss: 1.5301 Epoch 13/100 ---------- lr: 0.001 train loss: 1.5070 val loss: 0.9867 Epoch 14/100 ---------- lr: 0.001 train loss: 1.3269 val loss: 0.9200 Epoch 15/100 ---------- lr: 0.001 train loss: 1.6103 val loss: 0.9693 Epoch 16/100 ---------- lr: 0.001 train loss: 1.3484 val loss: 0.7610 Epoch 17/100 ---------- lr: 0.001 train loss: 1.3501 val loss: 0.8434 Epoch 18/100 ---------- lr: 0.001 train loss: 1.2194 val loss: 0.8352 Epoch 19/100 ---------- lr: 0.001 train loss: 1.1084 val loss: 0.6280 Epoch 20/100 ---------- lr: 0.001 train loss: 1.0618 val loss: 0.8538 Epoch 21/100 ---------- lr: 0.001 train loss: 1.1363 val loss: 0.6154 Epoch 22/100 ---------- lr: 0.001 train loss: 1.0538 val loss: 0.5788 Epoch 23/100 ---------- lr: 0.001 train loss: 0.9470 val loss: 0.5232 Epoch 24/100 ---------- lr: 0.001 train loss: 0.9830 val loss: 0.5707 Epoch 25/100 ---------- lr: 0.001 train loss: 1.0338 val loss: 0.6986 Epoch 26/100 ---------- lr: 0.001 train loss: 1.0641 val loss: 0.6146 Epoch 27/100 ---------- lr: 0.001 train loss: 0.8727 val loss: 0.4672 Epoch 28/100 ---------- lr: 0.001 train loss: 0.8007 val loss: 0.4392 Epoch 29/100 ---------- lr: 0.001 train loss: 1.0977 val loss: 0.8831 Epoch 30/100 ---------- lr: 0.001 train loss: 0.9959 val loss: 0.4442 Epoch 31/100 ---------- lr: 0.001 train loss: 0.7887 val loss: 0.3958 Epoch 32/100 ---------- lr: 0.001 train loss: 0.7472 val loss: 0.3617 Epoch 33/100 ---------- lr: 0.001 train loss: 0.7559 val loss: 0.3662 Epoch 34/100 ---------- lr: 0.001 train loss: 1.0217 val loss: 0.8775 Epoch 35/100 ---------- lr: 0.001 train loss: 1.3911 val loss: 0.7659 Epoch 36/100 ---------- lr: 0.001 train loss: 0.9355 val loss: 0.4400 Epoch 37/100 ---------- lr: 0.001 train loss: 0.7546 val loss: 0.3463 Epoch 38/100 ---------- lr: 0.001 train loss: 0.7104 val loss: 0.3414 Epoch 39/100 ---------- lr: 0.001 train loss: 0.6889 val loss: 0.2979 Epoch 40/100 ---------- lr: 0.001 train loss: 0.6890 val loss: 0.4004 Epoch 41/100 ---------- lr: 0.001 train loss: 0.7009 val loss: 0.3116 Epoch 42/100 ---------- lr: 0.001 train loss: 0.6687 val loss: 0.3228 Epoch 43/100 ---------- lr: 0.001 train loss: 0.8548 val loss: 0.5614 Epoch 44/100 ---------- lr: 0.001 train loss: 0.8857 val loss: 0.3440 Epoch 45/100 ---------- lr: 0.001 train loss: 0.6724 val loss: 0.2834 Epoch 46/100 ---------- lr: 0.001 train loss: 0.6276 val loss: 0.3096 Epoch 47/100 ---------- lr: 0.001 train loss: 0.6245 val loss: 0.2546 Epoch 48/100 ---------- lr: 0.001 train loss: 0.6260 val loss: 0.2895 Epoch 49/100 ---------- lr: 0.001 train loss: 0.6240 val loss: 0.3059 Epoch 50/100 ---------- lr: 0.001 train loss: 1.0988 val loss: 0.4244 Epoch 51/100 ---------- lr: 0.001 train loss: 0.7293 val loss: 0.2755 Epoch 52/100 ---------- lr: 0.001 train loss: 0.6201 val loss: 0.2446 Epoch 53/100 ---------- lr: 0.001 train loss: 0.5943 val loss: 0.2353 Epoch 54/100 ---------- lr: 0.001 train loss: 0.5931 val loss: 0.2259 Epoch 55/100 ---------- lr: 0.001 train loss: 0.7344 val loss: 1.0248 Epoch 56/100 ---------- lr: 0.001 train loss: 0.8228 val loss: 0.2601 Epoch 57/100 ---------- lr: 0.001 train loss: 0.5970 val loss: 0.2292 Epoch 58/100 ---------- lr: 0.001 train loss: 0.5805 val loss: 0.2238 Epoch 59/100 ---------- lr: 0.001 train loss: 0.5705 val loss: 0.2154 Epoch 60/100 ---------- lr: 0.001 train loss: 0.5962 val loss: 0.2395 Epoch 61/100 ---------- lr: 0.001 train loss: 0.6203 val loss: 0.2275 Epoch 62/100 ---------- lr: 0.001 train loss: 0.5731 val loss: 0.2531 Epoch 63/100 ---------- lr: 0.001 train loss: 0.5902 val loss: 0.3041 Epoch 64/100 ---------- lr: 0.001 train loss: 0.5967 val loss: 0.5057 Epoch 65/100 ---------- lr: 0.001 train loss: 0.6869 val loss: 0.2187 Epoch 66/100 ---------- lr: 0.001 train loss: 0.6670 val loss: 0.2806 Epoch 67/100 ---------- lr: 0.001 train loss: 0.5637 val loss: 0.2006 Epoch 68/100 ---------- lr: 0.001 train loss: 0.5441 val loss: 0.1853 Epoch 69/100 ---------- lr: 0.001 train loss: 0.5393 val loss: 0.1802 Epoch 70/100 ---------- lr: 0.001 train loss: 0.5512 val loss: 0.2142 Epoch 71/100 ---------- lr: 0.001 train loss: 0.6700 val loss: 0.3515 Epoch 72/100 ---------- lr: 0.001 train loss: 0.5945 val loss: 0.2039 Epoch 73/100 ---------- lr: 0.001 train loss: 0.5426 val loss: 0.1723 Epoch 74/100 ---------- lr: 0.001 train loss: 0.5362 val loss: 0.1967 Epoch 75/100 ---------- lr: 0.001 train loss: 0.5359 val loss: 0.1802 Epoch 76/100 ---------- lr: 0.001 train loss: 0.6290 val loss: 0.6448 Epoch 77/100 ---------- lr: 0.001 train loss: 0.7112 val loss: 0.2725 Epoch 78/100 ---------- lr: 0.001 train loss: 0.5462 val loss: 0.1892 Epoch 79/100 ---------- lr: 0.001 train loss: 0.5304 val loss: 0.1802 Epoch 80/100 ---------- lr: 0.001 train loss: 0.5187 val loss: 0.1624 Epoch 81/100 ---------- lr: 0.001 train loss: 0.5153 val loss: 0.1654 Epoch 82/100 ---------- lr: 0.001 train loss: 0.5641 val loss: 0.3793 Epoch 83/100 ---------- lr: 0.001 train loss: 0.6853 val loss: 0.2098 Epoch 84/100 ---------- lr: 0.001 train loss: 0.5323 val loss: 0.1679 Epoch 85/100 ---------- lr: 0.001 train loss: 0.5092 val loss: 0.1680 Epoch 86/100 ---------- lr: 0.001 train loss: 0.5087 val loss: 0.1543 Epoch 87/100 ---------- lr: 0.001 train loss: 0.5083 val loss: 0.1681 Epoch 88/100 ---------- lr: 0.001 train loss: 0.5205 val loss: 0.1931 Epoch 89/100 ---------- lr: 0.001 train loss: 0.5288 val loss: 0.1613 Epoch 90/100 ---------- lr: 0.001 train loss: 0.5397 val loss: 0.1872 Epoch 91/100 ---------- lr: 0.001 train loss: 0.5269 val loss: 0.1767 Epoch 92/100 ---------- lr: 0.001 train loss: 0.5030 val loss: 0.1584 Epoch 93/100 ---------- lr: 0.001 train loss: 0.4981 val loss: 0.1559 Epoch 94/100 ---------- lr: 0.001 train loss: 0.5356 val loss: 0.2370 Epoch 95/100 ---------- lr: 0.001 train loss: 0.5275 val loss: 0.2521 Epoch 96/100 ---------- lr: 0.001 train loss: 0.5425 val loss: 0.1613 Epoch 97/100 ---------- lr: 0.001 train loss: 0.4923 val loss: 0.1509 Epoch 98/100 ---------- lr: 0.001 train loss: 0.4900 val loss: 0.1648 Epoch 99/100 ---------- lr: 0.001 train loss: 0.4904 val loss: 0.1613 Epoch 100/100 ---------- lr: 0.001 train loss: 0.5093 val loss: 0.1568 Training complete in 20m 6s Best val loss: 0.1509 at epoch 97 Val MSE at best epoch: 0.0623