epoch | \n", "train_loss | \n", "valid_loss | \n", "error_rate | \n", "time | \n", "
---|---|---|---|---|
0 | \n", "1.494553 | \n", "0.273171 | \n", "0.088889 | \n", "00:08 | \n", "
1 | \n", "0.857744 | \n", "0.273497 | \n", "0.074074 | \n", "00:05 | \n", "
2 | \n", "0.584896 | \n", "0.255926 | \n", "0.081481 | \n", "00:05 | \n", "
3 | \n", "0.449855 | \n", "0.252822 | \n", "0.088889 | \n", "00:05 | \n", "
epoch | \n", "train_loss | \n", "valid_loss | \n", "error_rate | \n", "time | \n", "
---|---|---|---|---|
0 | \n", "0.095168 | \n", "0.236067 | \n", "0.074074 | \n", "00:07 | \n", "
1 | \n", "0.073059 | \n", "0.209149 | \n", "0.074074 | \n", "00:07 | \n", "
2 | \n", "0.060378 | \n", "0.203401 | \n", "0.059259 | \n", "00:07 | \n", "
3 | \n", "0.053346 | \n", "0.204234 | \n", "0.059259 | \n", "00:07 | \n", "
epoch | \n", "train_loss | \n", "valid_loss | \n", "error_rate | \n", "time | \n", "
---|---|---|---|---|
0 | \n", "1.690365 | \n", "0.552709 | \n", "0.177778 | \n", "00:05 | \n", "
1 | \n", "1.027674 | \n", "0.332303 | \n", "0.096296 | \n", "00:05 | \n", "
2 | \n", "0.717548 | \n", "0.288599 | \n", "0.059259 | \n", "00:05 | \n", "
3 | \n", "0.526696 | \n", "0.292895 | \n", "0.059259 | \n", "00:05 | \n", "
4 | \n", "0.410802 | \n", "0.278058 | \n", "0.059259 | \n", "00:05 | \n", "
5 | \n", "0.324657 | \n", "0.274076 | \n", "0.059259 | \n", "00:05 | \n", "
epoch | \n", "train_loss | \n", "valid_loss | \n", "error_rate | \n", "time | \n", "
---|---|---|---|---|
0 | \n", "0.089379 | \n", "0.286874 | \n", "0.059259 | \n", "00:07 | \n", "
1 | \n", "0.079444 | \n", "0.358506 | \n", "0.081481 | \n", "00:07 | \n", "
2 | \n", "0.068128 | \n", "0.300093 | \n", "0.044444 | \n", "00:07 | \n", "
3 | \n", "0.057651 | \n", "0.277920 | \n", "0.051852 | \n", "00:07 | \n", "
epoch | \n", "train_loss | \n", "valid_loss | \n", "error_rate | \n", "time | \n", "
---|---|---|---|---|
0 | \n", "21.222269 | \n", "325215360.000000 | \n", "0.644444 | \n", "00:22 | \n", "
epoch | \n", "train_loss | \n", "valid_loss | \n", "error_rate | \n", "time | \n", "
---|---|---|---|---|
0 | \n", "1.879741 | \n", "1.873090 | \n", "0.711111 | \n", "00:06 | \n", "
1 | \n", "1.807466 | \n", "1.545421 | \n", "0.688889 | \n", "00:05 | \n", "
2 | \n", "1.841128 | \n", "1.434029 | \n", "0.651852 | \n", "00:06 | \n", "
3 | \n", "1.800319 | \n", "1.358002 | \n", "0.592593 | \n", "00:06 | \n", "
4 | \n", "1.765320 | \n", "1.304487 | \n", "0.562963 | \n", "00:05 | \n", "
5 | \n", "1.754511 | \n", "1.267466 | \n", "0.562963 | \n", "00:05 | \n", "
6 | \n", "1.724406 | \n", "1.245595 | \n", "0.555556 | \n", "00:06 | \n", "
7 | \n", "1.713679 | \n", "1.232486 | \n", "0.548148 | \n", "00:06 | \n", "
8 | \n", "1.687130 | \n", "1.226034 | \n", "0.540741 | \n", "00:06 | \n", "
9 | \n", "1.675795 | \n", "1.227245 | \n", "0.555556 | \n", "00:06 | \n", "
epoch | \n", "train_loss | \n", "valid_loss | \n", "error_rate | \n", "time | \n", "
---|---|---|---|---|
0 | \n", "1.107221 | \n", "0.346638 | \n", "0.103704 | \n", "00:06 | \n", "
epoch | \n", "train_loss | \n", "valid_loss | \n", "error_rate | \n", "time | \n", "
---|---|---|---|---|
0 | \n", "1.282991 | \n", "0.726441 | \n", "0.355556 | \n", "00:07 | \n", "
1 | \n", "0.945720 | \n", "0.327931 | \n", "0.133333 | \n", "00:07 | \n", "
2 | \n", "0.685992 | \n", "0.234257 | \n", "0.081481 | \n", "00:07 | \n", "
3 | \n", "0.499212 | \n", "0.183728 | \n", "0.066667 | \n", "00:07 | \n", "
4 | \n", "0.377004 | \n", "0.170877 | \n", "0.037037 | \n", "00:07 | \n", "
5 | \n", "0.294681 | \n", "0.187047 | \n", "0.037037 | \n", "00:07 | \n", "
6 | \n", "0.232047 | \n", "0.212903 | \n", "0.029630 | \n", "00:07 | \n", "
7 | \n", "0.189293 | \n", "0.239343 | \n", "0.051852 | \n", "00:07 | \n", "
8 | \n", "0.155400 | \n", "0.242453 | \n", "0.051852 | \n", "00:07 | \n", "
9 | \n", "0.132623 | \n", "0.218016 | \n", "0.044444 | \n", "00:07 | \n", "
10 | \n", "0.115849 | \n", "0.206627 | \n", "0.044444 | \n", "00:07 | \n", "
11 | \n", "0.100240 | \n", "0.212578 | \n", "0.059259 | \n", "00:07 | \n", "
12 | \n", "0.084683 | \n", "0.261154 | \n", "0.059259 | \n", "00:07 | \n", "
13 | \n", "0.071741 | \n", "0.214044 | \n", "0.059259 | \n", "00:07 | \n", "
14 | \n", "0.064226 | \n", "0.209822 | \n", "0.037037 | \n", "00:07 | \n", "
15 | \n", "0.057190 | \n", "0.193891 | \n", "0.051852 | \n", "00:07 | \n", "
16 | \n", "0.053428 | \n", "0.166092 | \n", "0.059259 | \n", "00:07 | \n", "
17 | \n", "0.049568 | \n", "0.138359 | \n", "0.051852 | \n", "00:07 | \n", "
18 | \n", "0.043058 | \n", "0.150081 | \n", "0.051852 | \n", "00:07 | \n", "
19 | \n", "0.044299 | \n", "0.167534 | \n", "0.051852 | \n", "00:07 | \n", "
20 | \n", "0.044031 | \n", "0.432090 | \n", "0.096296 | \n", "00:07 | \n", "
21 | \n", "0.046774 | \n", "0.402418 | \n", "0.111111 | \n", "00:07 | \n", "
22 | \n", "0.051132 | \n", "0.476849 | \n", "0.096296 | \n", "00:07 | \n", "
23 | \n", "0.057292 | \n", "0.457212 | \n", "0.081481 | \n", "00:07 | \n", "
24 | \n", "0.055693 | \n", "0.325403 | \n", "0.074074 | \n", "00:07 | \n", "
25 | \n", "0.057003 | \n", "0.226553 | \n", "0.051852 | \n", "00:07 | \n", "
26 | \n", "0.054376 | \n", "0.232475 | \n", "0.051852 | \n", "00:07 | \n", "
27 | \n", "0.048215 | \n", "0.189798 | \n", "0.037037 | \n", "00:07 | \n", "
28 | \n", "0.044361 | \n", "0.191182 | \n", "0.037037 | \n", "00:07 | \n", "
29 | \n", "0.039331 | \n", "0.209269 | \n", "0.044444 | \n", "00:07 | \n", "
30 | \n", "0.035801 | \n", "0.181996 | \n", "0.051852 | \n", "00:07 | \n", "
31 | \n", "0.032069 | \n", "0.155043 | \n", "0.037037 | \n", "00:07 | \n", "
32 | \n", "0.027474 | \n", "0.146985 | \n", "0.029630 | \n", "00:07 | \n", "
33 | \n", "0.024649 | \n", "0.144802 | \n", "0.029630 | \n", "00:07 | \n", "
34 | \n", "0.021711 | \n", "0.143405 | \n", "0.022222 | \n", "00:07 | \n", "
35 | \n", "0.018487 | \n", "0.143665 | \n", "0.022222 | \n", "00:07 | \n", "
36 | \n", "0.015770 | \n", "0.142340 | \n", "0.022222 | \n", "00:07 | \n", "
37 | \n", "0.014120 | \n", "0.142183 | \n", "0.022222 | \n", "00:07 | \n", "
38 | \n", "0.012971 | \n", "0.141440 | \n", "0.022222 | \n", "00:07 | \n", "
39 | \n", "0.011653 | \n", "0.141028 | \n", "0.022222 | \n", "00:07 | \n", "