AI forum How to get the required FLOPs for my neural network

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How to get the required FLOPs for my neural network

fset89 over 6 years ago

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?

Top replies

Julie John over 6 years ago +1

This link might help you https://stats.stackexchange.com/questions/291843/how-to-understand-calculate-flops-of-the-neural-network-model If you still don't understand click here to get more information...
Robert Duffy over 4 years ago in reply to Julie John +1

If you're using Keras, you could just use the patch in this pull request: https://github.com/fchollet/keras/pull/6203 Then just call print_summary() and you'll see both the flops per layer and the total...