lfwa / carbontracker

Track and predict the energy consumption and carbon footprint of training deep learning models.
MIT License
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Device power by utilization #6

Open lfwa opened 4 years ago

lfwa commented 4 years ago

Devices with background processes are added to total energy and power consumption.

Measurements should be taken of the current processes utilization on the devices and power should be assigned based on these percentage instead of just measuring the total power consumption. The total consumption unfairly penalises background processes on e.g. clusters.

amitsaha commented 1 year ago

Hello @lfwa - have you folks experimented with using the per process CPU consumption yet? At least on Linux, we can do so using this technique: https://www.anshulpatel.in/posts/linux_cpu_percentage/