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IndexError: index 2373 is out of bounds for axis 0 with size 2373

Hello,
first thanks for sharing your code.
I run your code with MNIST dataset without any problem but when I use it for my dataset after 13 epochs ,I get an error on
# Update states for next step
self.true_labels = np.take(self.y,self.current_indices,axis=0).ravel()

and the erroe is:
IndexError: index 2373 is out of bounds for axis 0 with size 2373
do you know why this happend?

example MNIST does not work

Hello,
Thank you for your code. While I was running your MNIST example an error appeared.
error

I added statements in your code to prevent the error since the truth value of an array with more than one element is ambiguous.
add

But as a result, the model could not converge like that you showed in your github page.
result1

I wonder if you had the same problem or is there something that I've missed.

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