Monitoring memory usage. How to monitor with Python the resources consumed by a Keras model at inference time in a Windows OS system?

Question

Is there a good way to monitor the resources consumed (CPU usage, etc.) by a Keras model at inference time (or any other process) in Python? I am trying to monitor a process all along its execution. For example, I want to get the mean CPU usage of a process or sample the resources consumed by that process every 10 milliseconds (for example) until it finishes.

I was trying to use the library resource (resource.getrusage()), but as far as I have read, it only works in Unix-like OS.

Is there other way to do this with Python in a Windows OS system?

question from:https://stackoverflow.com/questions/65888611/monitoring-memory-usage-how-to-monitor-with-python-the-resources-consumed-by-a

Answer 1

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