Vertex AI - Deployment Resource Pool - How to add models?

anonymous · November 3, 2023, 9:42pm

Hello, everyone!

I’m running some image classification models in Vertex AI (Single and multi label) and I have trained some models with AutoML and chose to use on Edge.

I have create the Deployment Resource Pool, but now I can’t seem to add any model/endpoint to this pool when creating an endpoint.

Am I missing any important step here?

Thanks in advance!

nceniza · November 9, 2023, 8:51pm

Are you receiving any error ? You can usually select where to deploy an endpoint in the deployment option as shown here:

https://cloud.google.com/vertex-ai/docs/predictions/model-co-hosting#deploy_model_in_a_deployment_resource_pool

Unless the model is an NLP model:

Topic		Replies	Views
Does Vertex AI support multiple model instances in Same Endpoint Node. Custom ML & MLOps automl , vertex-ai-platform	1	16	October 14, 2022
deploying model on vertex ai deploymentResourcePool to an endpoint located in another project. Custom ML & MLOps vertex-ai-platform	1	25	October 27, 2022
VERTEX Ai platform: Error Messages: Model server exited unexpectedly. Custom ML & MLOps vertex-ai-platform , vertex-ai-model-registry	3	47	August 12, 2023

Vertex AI - Deployment Resource Pool - How to add models?

AI Suggested topics