obtain a not ideal result

[colinaudio]

ask for help
why set to n_samples=1000 , my result auc gradually decrease,
and the loss is printed every batch_size, I find the loss not decreasing
my python version is 3.6, tensorflow version is 1.4.
and the code can run correctly,