Google Cloud VertexAI
Executing individual steps in Vertex AI.
Google Cloud VertexAI
When to use it
You should use the Vertex step operator if:
one or more steps of your pipeline require computing resources (CPU, GPU, memory) that are not provided by your orchestrator.
How to deploy it
How to use it
To use the Vertex step operator, we need:
The ZenML
gcp
integration installed. If you haven't done so, run
You have three different options to provide GCP credentials to the step operator:
We can then use the registered step operator in our active stack:
Once you added the step operator to your active stack, you can use it to execute individual steps of your pipeline by specifying it in the @step
decorator as follows:
Additional configuration
Enabling CUDA for GPU-backed hardware
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