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Add resource limits for Vertex #529

Merged
merged 2 commits into from
Oct 18, 2023
Merged

Add resource limits for Vertex #529

merged 2 commits into from
Oct 18, 2023

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RobbeSneyders
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This was necessary to be able to allocate enough memory. Added the missing ones to the KfP compiler as well.

Proof that it works: https://console.cloud.google.com/vertex-ai/locations/europe-west1/pipelines/runs/datacomp-filtering-pipeline-20231017201538?project=soy-audio-379412

number_of_accelerators = fondant_component_operation.number_of_accelerators
accelerator_name = fondant_component_operation.accelerator_name

# Assign optional specification
if cpu_limit is not None:
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should we also add the cpu/memory request for Vertex?

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According to the docs, it only supports limits.

@RobbeSneyders RobbeSneyders merged commit 60f0ee2 into main Oct 18, 2023
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@RobbeSneyders RobbeSneyders deleted the feature/vertex-limites branch October 18, 2023 09:27
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2 participants