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Supervisor: Limit the number of parallel evaluations #387

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jenny011 opened this issue Apr 8, 2024 · 1 comment
Open

Supervisor: Limit the number of parallel evaluations #387

jenny011 opened this issue Apr 8, 2024 · 1 comment

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@jenny011
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jenny011 commented Apr 8, 2024

Currently, if we use fixed dataset in pipeline_config and disable evaluation_matrix, then pipeline_executor starts the evaluations all at once. Depending on the size of the eval dataset, we can run out of gpu memory.
If necessary, we can add a knob to run the evaluations in smaller batches.

@jenny011 jenny011 changed the title Limit the number of parallel evaluations using fixed dataset Supervisor: Limit the number of parallel evaluations Apr 8, 2024
@robinholzi
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@MaxiBoether Do you still know of any issues in that regard? I think we can close this.

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