UAP for MNIST.

[ANONYMOUS-GURU]

When finding the perturbation for MNIST dataset using 1000 samples for each pass the FOOLING_RATE doesn't increase beyond 0.002 even after 1100 passes . The fooling rate is not increasing rather oscillating between 0.0 and 0.002 . I have used 3 conv layers with batch norm one max pool and 2 fc layers. The UAP calculated after 1100 passes with fooling rate of 0.001 has a mean of >8 as most of absolute value is 10. Please I need some help as I cant understand what is wrong in my implementation. Looking forward to your reply.