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JVerb
Associate II
September 6, 2019
Question

Memory footprint of a neural network.

  • September 6, 2019
  • 2 replies
  • 1337 views

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

    This topic has been closed for replies.

    2 replies

    fauvarque.daniel
    ST Employee
    September 9, 2019

    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
    JVerbAuthor
    Associate II
    September 11, 2019

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

    Correct?

    Is this on the product roadmap.

    JVerb
    JVerbAuthor
    Associate II
    September 14, 2019

    I found my Answer.

    PyTorch is on the roadmap for 2020.

    Perfect!

    JVerb
    JVerbAuthor
    Associate II
    September 9, 2019

    Daniel,

    Thanks.

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

    Best regards,

    Joeri