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I'm a first-year student in machine learning and I really recently started to immerse myself.

I need to calculate number of:

  • matrix additions
  • matrix multiplications
  • matrix divisions

which are processed in the well known convolutional neural network - AlexNet.

I found some materials about it, but I'm really confused about where to start.

So, the overall structure might look like:

AlexNet structure overview

But, how can I calculate operations for each type distinctly?

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