Epoch 1/100 ---------- lr: 0.005 train loss: 19.0455 val loss: 4.7955 Epoch 2/100 ---------- lr: 0.005 train loss: 5.4069 val loss: 3.8797 Epoch 3/100 ---------- lr: 0.005 train loss: 4.5918 val loss: 3.2379 Epoch 4/100 ---------- lr: 0.005 train loss: 4.4382 val loss: 2.9713 Epoch 5/100 ---------- lr: 0.005 train loss: 3.7499 val loss: 2.3677 Epoch 6/100 ---------- lr: 0.005 train loss: 3.3518 val loss: 2.2954 Epoch 7/100 ---------- lr: 0.005 train loss: 3.0084 val loss: 1.9465 Epoch 8/100 ---------- lr: 0.005 train loss: 2.8816 val loss: 1.6551 Epoch 9/100 ---------- lr: 0.005 train loss: 3.5608 val loss: 2.7795 Epoch 10/100 ---------- lr: 0.005 train loss: 3.1031 val loss: 1.9391 Epoch 11/100 ---------- lr: 0.005 train loss: 2.4531 val loss: 1.7144 Epoch 12/100 ---------- lr: 0.005 train loss: 2.4811 val loss: 1.5652 Epoch 13/100 ---------- lr: 0.005 train loss: 2.1980 val loss: 1.3319 Epoch 14/100 ---------- lr: 0.005 train loss: 2.1511 val loss: 1.4239 Epoch 15/100 ---------- lr: 0.005 train loss: 2.3202 val loss: 1.6176 Epoch 16/100 ---------- lr: 0.005 train loss: 3.0052 val loss: 1.2620 Epoch 17/100 ---------- lr: 0.005 train loss: 2.1184 val loss: 1.1095 Epoch 18/100 ---------- lr: 0.005 train loss: 1.9104 val loss: 0.8951 Epoch 19/100 ---------- lr: 0.005 train loss: 1.8026 val loss: 0.8666 Epoch 20/100 ---------- lr: 0.005 train loss: 1.8531 val loss: 1.0269 Epoch 21/100 ---------- lr: 0.005 train loss: 1.8285 val loss: 1.0302 Epoch 22/100 ---------- lr: 0.005 train loss: 1.6561 val loss: 0.7343 Epoch 23/100 ---------- lr: 0.005 train loss: 1.6093 val loss: 0.8321 Epoch 24/100 ---------- lr: 0.005 train loss: 1.7544 val loss: 0.7890 Epoch 25/100 ---------- lr: 0.005 train loss: 1.7437 val loss: 0.8562 Epoch 26/100 ---------- lr: 0.005 train loss: 2.1380 val loss: 0.9659 Epoch 27/100 ---------- lr: 0.005 train loss: 1.6154 val loss: 0.6811 Epoch 28/100 ---------- lr: 0.005 train loss: 1.4648 val loss: 0.7175 Epoch 29/100 ---------- lr: 0.005 train loss: 1.7894 val loss: 0.7571 Epoch 30/100 ---------- lr: 0.005 train loss: 1.5040 val loss: 0.6173 Epoch 31/100 ---------- lr: 0.005 train loss: 1.6577 val loss: 0.8331 Epoch 32/100 ---------- lr: 0.005 train loss: 1.5396 val loss: 0.7406 Epoch 33/100 ---------- lr: 0.005 train loss: 1.5732 val loss: 0.7417 Epoch 34/100 ---------- lr: 0.005 train loss: 1.4792 val loss: 0.5996 Epoch 35/100 ---------- lr: 0.005 train loss: 1.4991 val loss: 0.9766 Epoch 36/100 ---------- lr: 0.005 train loss: 1.5984 val loss: 0.6809 Epoch 37/100 ---------- lr: 0.005 train loss: 1.5249 val loss: 1.0787 Epoch 38/100 ---------- lr: 0.005 train loss: 1.7296 val loss: 0.6529 Epoch 39/100 ---------- lr: 0.005 train loss: 1.4668 val loss: 0.8601 Epoch 40/100 ---------- lr: 0.005 train loss: 1.6149 val loss: 0.6980 Epoch 41/100 ---------- lr: 0.005 train loss: 1.4711 val loss: 0.7163 Epoch 42/100 ---------- lr: 0.005 train loss: 1.3925 val loss: 0.6149 Epoch 43/100 ---------- lr: 0.005 train loss: 3.0827 val loss: 3.5127 Epoch 44/100 ---------- lr: 0.005 train loss: 4.5784 val loss: 3.6367 Epoch 45/100 ---------- lr: 0.005 train loss: 5.2361 val loss: 4.0112 Epoch 46/100 ---------- lr: 0.005 train loss: 4.4158 val loss: 3.7336 Epoch 47/100 ---------- lr: 0.005 train loss: 4.6890 val loss: 3.4032 Epoch 48/100 ---------- lr: 0.005 train loss: 5.2073 val loss: 3.7793 Epoch 49/100 ---------- lr: 0.005 train loss: 4.4930 val loss: 3.2639 Epoch 50/100 ---------- lr: 0.005 train loss: 4.9360 val loss: 3.7756 Epoch 51/100 ---------- lr: 0.005 train loss: 4.5507 val loss: 3.2443 Epoch 52/100 ---------- lr: 0.005 train loss: 4.6086 val loss: 3.7855 Epoch 53/100 ---------- lr: 0.005 train loss: 5.6636 val loss: 5.1323 Epoch 54/100 ---------- lr: 0.005 train loss: 6.2118 val loss: 4.7442 Epoch 55/100 ---------- lr: 0.005 train loss: 6.5305 val loss: 5.1214 Epoch 56/100 ---------- lr: 0.0025 train loss: 5.5673 val loss: 4.1735 Epoch 57/100 ---------- lr: 0.0025 train loss: 5.0600 val loss: 3.8273 Epoch 58/100 ---------- lr: 0.0025 train loss: 4.7582 val loss: 3.6027 Epoch 59/100 ---------- lr: 0.0025 train loss: 4.4367 val loss: 3.2752 Epoch 60/100 ---------- lr: 0.0025 train loss: 4.3810 val loss: 3.3630 Epoch 61/100 ---------- lr: 0.0025 train loss: 4.4196 val loss: 3.4979 Epoch 62/100 ---------- lr: 0.0025 train loss: 4.6727 val loss: 3.7257 Epoch 63/100 ---------- lr: 0.0025 train loss: 4.5907 val loss: 3.4065 Epoch 64/100 ---------- lr: 0.0025 train loss: 4.3959 val loss: 3.2687 Epoch 65/100 ---------- lr: 0.0025 train loss: 4.2575 val loss: 3.1755 Epoch 66/100 ---------- lr: 0.0025 train loss: 4.3173 val loss: 3.3328 Epoch 67/100 ---------- lr: 0.0025 train loss: 4.3923 val loss: 3.4727 Epoch 68/100 ---------- lr: 0.0025 train loss: 4.8070 val loss: 3.5510 Epoch 69/100 ---------- lr: 0.0025 train loss: 4.3571 val loss: 3.1252 Epoch 70/100 ---------- lr: 0.0025 train loss: 4.4521 val loss: 3.4849 Epoch 71/100 ---------- lr: 0.0025 train loss: 4.2992 val loss: 2.9947 Epoch 72/100 ---------- lr: 0.0025 train loss: 4.3122 val loss: 3.0359 Epoch 73/100 ---------- lr: 0.0025 train loss: 4.1636 val loss: 3.2251 Epoch 74/100 ---------- lr: 0.0025 train loss: 4.1668 val loss: 3.2458 Epoch 75/100 ---------- lr: 0.0025 train loss: 4.3971 val loss: 3.2361 Epoch 76/100 ---------- lr: 0.0025 train loss: 4.4068 val loss: 3.1687 Epoch 77/100 ---------- lr: 0.00125 train loss: 4.1373 val loss: 3.1264 Epoch 78/100 ---------- lr: 0.00125 train loss: 4.2163 val loss: 3.3324 Epoch 79/100 ---------- lr: 0.00125 train loss: 4.4694 val loss: 3.3364 Epoch 80/100 ---------- lr: 0.00125 train loss: 4.2095 val loss: 3.1816 Epoch 81/100 ---------- lr: 0.00125 train loss: 4.3294 val loss: 3.1266 Epoch 82/100 ---------- lr: 0.00125 train loss: 4.1882 val loss: 2.8980 Epoch 83/100 ---------- lr: 0.00125 train loss: 4.1244 val loss: 2.9290 Epoch 84/100 ---------- lr: 0.00125 train loss: 4.0438 val loss: 3.1196 Epoch 85/100 ---------- lr: 0.00125 train loss: 4.0601 val loss: 2.9949 Epoch 86/100 ---------- lr: 0.00125 train loss: 3.9540 val loss: 2.9539 Epoch 87/100 ---------- lr: 0.00125 train loss: 3.9485 val loss: 3.1190 Epoch 88/100 ---------- lr: 0.00125 train loss: 3.9631 val loss: 3.0372 Epoch 89/100 ---------- lr: 0.00125 train loss: 3.9993 val loss: 2.9100 Epoch 90/100 ---------- lr: 0.00125 train loss: 3.9483 val loss: 2.6992 Epoch 91/100 ---------- lr: 0.00125 train loss: 3.8774 val loss: 2.6711 Epoch 92/100 ---------- lr: 0.00125 train loss: 3.7767 val loss: 2.8577 Epoch 93/100 ---------- lr: 0.00125 train loss: 3.7722 val loss: 2.8082 Epoch 94/100 ---------- lr: 0.00125 train loss: 3.7381 val loss: 2.6850 Epoch 95/100 ---------- lr: 0.00125 train loss: 3.7099 val loss: 2.5783 Epoch 96/100 ---------- lr: 0.00125 train loss: 3.6617 val loss: 2.4797 Epoch 97/100 ---------- lr: 0.00125 train loss: 3.6003 val loss: 2.5627 Epoch 98/100 ---------- lr: 0.000625 train loss: 3.6255 val loss: 2.3750 Epoch 99/100 ---------- lr: 0.000625 train loss: 3.5395 val loss: 2.3991 Epoch 100/100 ---------- lr: 0.000625 train loss: 3.5824 val loss: 2.3793 Training complete in 27m 6s Best val loss: 0.5996 at epoch 34 Val MSE at best epoch: 0.2092