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How to get the required FLOPs for my neural network

I want to estimate the memory bandwidth of my neural network. In order to do this, I need to know the FLOPS required for an inference. Does this number depend on the library that I am using (e.g. ComputeLibrary, OpenBLAS)? In this case, how can I estimate it?