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Memory footprint of a neural network.

JVerb
Associate II

Hello,

I have a question concerning the memory footprint of a neural network.

Given a pre-trained neural network topology, how can I estimate the needed memory footprint.

Are there any application notes that describes this in more detail.

All feedback is welcome.

Best regards,

Joeri

4 REPLIES 4
fauvarque.daniel
ST Employee

Hi,

When you use X-Cube-AI and analyze the network it will report the amount of Flash and Ram needed to run the network

Also the tool automatically computes the stack size and heap size needed.

Regards

Daniel

JVerb
Associate II

Daniel,

Thanks.

In meantime I was checking the X-Cube-AI tool.

Best regards,

Joeri

I notice that PyTorch is not in the list of supported deep learning frameworks.

Correct?

Is this on the product roadmap.

I found my Answer.

PyTorch is on the roadmap for 2020.

Perfect!