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NVlabs / timeloop

Timeloop performs modeling, mapping and code-generation for tensor algebra workloads on various accelerator architectures.
https://timeloop.csail.mit.edu/
BSD 3-Clause "New" or "Revised" License
303 stars 99 forks source link

how to estimate power? #234

Closed FuyuWang closed 5 months ago

FuyuWang commented 5 months ago

In the file of "timeloop-model.stats.txt", we can obtain energy and cycles. How to estimate power or maximum power when running DNNs？

Thank you!

angshuman-parashar commented 5 months ago

If you know your design's target frequency you can use that along with energy and cycles to determine average power.