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As a GEOPM researcher I would like to be able to use Pytorch models to control the CPU & GPU frequency in a distributed fashion #2553

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lhlawson opened this issue Aug 12, 2022 · 0 comments · May be fixed by #2552
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As a GEOPM researcher I would like to be able to use Pytorch models to control the CPU & GPU frequency in a distributed fashion #2553

lhlawson opened this issue Aug 12, 2022 · 0 comments · May be fixed by #2552
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feature Description of a new feature as a story

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Is your feature request related to a problem? Please describe.
Currently there is no way to run ML based agents that control both the CPU & GPU of a system in a distributed fashion, or in a single node fashion using a C++ agent.

Describe the solution you'd like
Inclusion of a C++ agent that loads one or more pytorch models and uses their output to control frequency of the CPU & GPU

Describe alternatives you've considered
Using a python agent to do the same (see #2044). This does not currently provide a multi-node solution.

Additional context
This is a combination of the work in #2146 and #2217
@lhlawson lhlawson added the feature Description of a new feature as a story label Aug 12, 2022
@lhlawson lhlawson linked a pull request Aug 12, 2022 that will close this issue
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Addition of C++ Node (CPU+GPU) Pytorch Agent Tutorial lhlawson/geopm
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