@yoshitomo-matsubara thanks very much. I have one more doubt, it would really help me if you can clarify it.
The results in the official ResNet paper 1 report the score of the model on cifar 10  in a column named error%. I am not sure how that score is calculated. My current guess is that it is the mean of of top1 accuracy += std.div of the top1 accuracy. if not so, can you guide me on how to calculate the value in the ‘error%’ column.