CODEWITHSUNDEEP
google-cloud-vertex-aigoogle-ai-platform
Robert Rowntree
Robert Rowntree

Reputation: 6289

vertex-ai learn curve - batch predictions (label photos) without deployment to an endpoint?

--resolved -- by using cli to UNDEPLOY the model then following docs https://cloud.google.com/vertex-ai/docs/image-data/classification/get-predictions#curl

to submit batch-prediction

vertex-ai newbie just trying to learn basics without alot of cost, using the vertex-ai dashboard to good effect ( training model and endpoint to recognize/ label photos using 3 categs from training labels)

but the problem i experience was that somehow , inadvertently thru the dashboard, the model was deployed and led to daily $30 charges to the project.

IMO - from the vertex-ai docs, you should be able to run batch-predictions WITHOUT having to deploy the model/ endpoint.

Is anyone able to verify the above?

with the current price lists, on a very small budget its possible to touch most of the bases ( create, train, test a model to label photos ) as long as you DO NOT deploy it. AND batch predicitions appear to be allowed with NO deployment. enter image description here The only costly SKU i ran into was the actual deployment see photo

enter image description here

Upvotes: 1

Views: 104

Answers (1)

Nestor
Nestor

Reputation: 1377

--resolved -- by using cli to UNDEPLOY the model then following docs https://cloud.google.com/vertex-ai/docs/image-data/classification/get-predictions#curl to submit batch-prediction

For the undeploy command details you can visit this documentation here.

Sample command:

gcloud ai endpoints undeploy-model 123 --project=example --region=us-central1 --deployed-model-id=456

Upvotes: 0

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