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Run multiple trials on a single GPU #141

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IISCAditayTripathi opened this issue Oct 2, 2019 · 2 comments
Open

Run multiple trials on a single GPU #141

IISCAditayTripathi opened this issue Oct 2, 2019 · 2 comments

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@IISCAditayTripathi
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I am trying to to do large scale hyper-parameter tuning. I have a local setup of 4 GPU's. My model size is small (~ 1GB), so I was thinking of running multiple trials on a single GPU so that I can parallelize tuning even more.

Even setting resources_per_trial={"gpu": 0.3} is not helping.

Is there a way I can do it ?

Please help.
@richardliaw
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Can you post some logs?

@iamlockelightning
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👀

@kangsan0420 kangsan0420 mentioned this issue Nov 19, 2021
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@richardliaw @iamlockelightning @IISCAditayTripathi