epoch | \n", "train_loss | \n", "valid_loss | \n", "error_rate | \n", "time | \n", "
---|---|---|---|---|
0 | \n", "0.904591 | \n", "0.626297 | \n", "0.428571 | \n", "00:28 | \n", "
1 | \n", "0.705972 | \n", "0.405928 | \n", "0.142857 | \n", "00:26 | \n", "
2 | \n", "0.533831 | \n", "0.317273 | \n", "0.142857 | \n", "00:24 | \n", "
3 | \n", "0.436405 | \n", "0.276902 | \n", "0.114286 | \n", "00:26 | \n", "
epoch | \n", "train_loss | \n", "valid_loss | \n", "error_rate | \n", "time | \n", "
---|---|---|---|---|
0 | \n", "0.251065 | \n", "0.225304 | \n", "0.085714 | \n", "00:25 | \n", "
1 | \n", "0.232156 | \n", "0.179911 | \n", "0.057143 | \n", "00:25 | \n", "
epoch | \n", "train_loss | \n", "valid_loss | \n", "error_rate | \n", "time | \n", "
---|---|---|---|---|
0 | \n", "0.617031 | \n", "38726988.000000 | \n", "0.485714 | \n", "00:43 | \n", "
epoch | \n", "train_loss | \n", "valid_loss | \n", "error_rate | \n", "time | \n", "
---|---|---|---|---|
0 | \n", "0.941776 | \n", "0.820770 | \n", "0.571429 | \n", "00:23 | \n", "
1 | \n", "0.926691 | \n", "0.814102 | \n", "0.571429 | \n", "00:25 | \n", "
2 | \n", "0.922647 | \n", "0.812327 | \n", "0.571429 | \n", "00:25 | \n", "
3 | \n", "0.915208 | \n", "0.806229 | \n", "0.542857 | \n", "00:25 | \n", "
4 | \n", "0.910793 | \n", "0.796218 | \n", "0.571429 | \n", "00:23 | \n", "
epoch | \n", "train_loss | \n", "valid_loss | \n", "error_rate | \n", "time | \n", "
---|---|---|---|---|
0 | \n", "0.919309 | \n", "4.590675 | \n", "0.485714 | \n", "00:33 | \n", "
epoch | \n", "train_loss | \n", "valid_loss | \n", "error_rate | \n", "time | \n", "
---|---|---|---|---|
0 | \n", "1.067585 | \n", "0.853628 | \n", "0.559748 | \n", "00:41 | \n", "
1 | \n", "0.955226 | \n", "0.832464 | \n", "0.559748 | \n", "00:22 | \n", "
2 | \n", "0.905877 | \n", "0.804259 | \n", "0.547170 | \n", "00:21 | \n", "
3 | \n", "0.905325 | \n", "0.779772 | \n", "0.534591 | \n", "00:21 | \n", "
4 | \n", "0.859196 | \n", "0.751396 | \n", "0.490566 | \n", "00:21 | \n", "
5 | \n", "0.797579 | \n", "0.718507 | \n", "0.440252 | \n", "00:21 | \n", "
6 | \n", "0.731939 | \n", "0.678598 | \n", "0.402516 | \n", "00:21 | \n", "
7 | \n", "0.668052 | \n", "0.633479 | \n", "0.377358 | \n", "00:21 | \n", "
8 | \n", "0.609841 | \n", "0.595256 | \n", "0.339623 | \n", "00:22 | \n", "
9 | \n", "0.563223 | \n", "0.546096 | \n", "0.283019 | \n", "00:22 | \n", "
10 | \n", "0.513370 | \n", "0.510388 | \n", "0.245283 | \n", "00:23 | \n", "
11 | \n", "0.467718 | \n", "0.473394 | \n", "0.226415 | \n", "00:22 | \n", "
12 | \n", "0.428317 | \n", "0.454095 | \n", "0.226415 | \n", "00:21 | \n", "
13 | \n", "0.395248 | \n", "0.438232 | \n", "0.220126 | \n", "00:22 | \n", "
14 | \n", "0.364649 | \n", "0.422513 | \n", "0.201258 | \n", "00:21 | \n", "
15 | \n", "0.336968 | \n", "0.416630 | \n", "0.201258 | \n", "00:22 | \n", "
16 | \n", "0.314436 | \n", "0.408455 | \n", "0.213836 | \n", "00:22 | \n", "
17 | \n", "0.294266 | \n", "0.400843 | \n", "0.182390 | \n", "00:22 | \n", "
18 | \n", "0.274474 | \n", "0.398931 | \n", "0.194969 | \n", "00:22 | \n", "
19 | \n", "0.258253 | \n", "0.393794 | \n", "0.201258 | \n", "00:23 | \n", "
20 | \n", "0.242774 | \n", "0.386553 | \n", "0.207547 | \n", "00:22 | \n", "
21 | \n", "0.229147 | \n", "0.388915 | \n", "0.207547 | \n", "00:22 | \n", "
22 | \n", "0.217836 | \n", "0.387062 | \n", "0.207547 | \n", "00:22 | \n", "
23 | \n", "0.205422 | \n", "0.385278 | \n", "0.194969 | \n", "00:23 | \n", "
24 | \n", "0.198194 | \n", "0.391073 | \n", "0.201258 | \n", "00:23 | \n", "
25 | \n", "0.188362 | \n", "0.386661 | \n", "0.213836 | \n", "00:22 | \n", "
26 | \n", "0.177905 | \n", "0.388858 | \n", "0.201258 | \n", "00:22 | \n", "
27 | \n", "0.169761 | \n", "0.386126 | \n", "0.188679 | \n", "00:22 | \n", "
28 | \n", "0.161127 | \n", "0.379655 | \n", "0.176101 | \n", "00:23 | \n", "
29 | \n", "0.155342 | \n", "0.375642 | \n", "0.169811 | \n", "00:22 | \n", "
30 | \n", "0.147730 | \n", "0.376246 | \n", "0.188679 | \n", "00:22 | \n", "
31 | \n", "0.140369 | \n", "0.380737 | \n", "0.182390 | \n", "00:22 | \n", "
32 | \n", "0.133367 | \n", "0.383687 | \n", "0.207547 | \n", "00:22 | \n", "
33 | \n", "0.127379 | \n", "0.381759 | \n", "0.207547 | \n", "00:22 | \n", "
34 | \n", "0.122124 | \n", "0.381453 | \n", "0.207547 | \n", "00:23 | \n", "
35 | \n", "0.122567 | \n", "0.375276 | \n", "0.188679 | \n", "00:23 | \n", "
36 | \n", "0.117440 | \n", "0.375327 | \n", "0.182390 | \n", "00:23 | \n", "
37 | \n", "0.112165 | \n", "0.382859 | \n", "0.213836 | \n", "00:23 | \n", "
38 | \n", "0.107478 | \n", "0.378405 | \n", "0.194969 | \n", "00:23 | \n", "
39 | \n", "0.104775 | \n", "0.371951 | \n", "0.188679 | \n", "00:23 | \n", "