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Cuda devices monitoring #218
Merged
alexey-gruzdev
merged 31 commits into
securefederatedai:develop
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igor-davidyuk:cuda-devices-rebase-3
Oct 29, 2021
Merged
Cuda devices monitoring #218
alexey-gruzdev
merged 31 commits into
securefederatedai:develop
from
igor-davidyuk:cuda-devices-rebase-3
Oct 29, 2021
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added a message to director.proto with gpu info
Co-authored-by: Ilya Trushkin <ilya.trushkin@intel.com>
igor-davidyuk
changed the title
Cuda devices rebase 3
Cuda devices rebase Third attempt
Oct 28, 2021
igor-davidyuk
changed the title
Cuda devices rebase Third attempt
Cuda devices monitoring
Oct 29, 2021
alexey-gruzdev
approved these changes
Oct 29, 2021
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An attempt to allow assigning GPU devices through OpenFL.
The PR introduces an optional 'device monitor' plugin for Envoy and two information flows:
The Director_Pytorch_Kvasir_UNET example is modified to utilize the new infrastructure.
There are 2 envoys, one that utilizes GPUs and one that does not.
Device assignment for an experiment is done through 'device assignment policy' which may be ' CUDA_PREFFERED' or 'CPU_ONLY'
TODO:
Code discussion was in #162