Inquiries about equation(17), (18) 

Hello, 
I have a question about your paper 'Disentangled Non-local Neural Networks' . 

I tried to derive the formula equation (17), equation (18), but I failed. Could you explain why diagonal matrix of A^T*A is derieved to equation (17)?? 

Thank you.