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[ID: 82937]
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Description
Problem you have encountered:
When creating new model on Vertex AI. The process includes filling a form: "Train new model" which can include a GPU. After entering details in the UI, if an error like: 'Accelerator is not supported for image "us-docker.pkg.dev/vertex-ai/prediction/tf2-cpu.2-5:latest"' occurs, the user cannot edit the form and try again, rather, they have to start over the form filling process, entering the same information again (with another GPU or image), which creates an an unnecessary burden.
What you expected to happen:
An invalid combination of GPU and image-type shouldn't be allowed in the initial model creation, and regardless, it should be possible to edit the "Train new model" form and adjust the GPU/image when an error occurs in the initial validations.
Steps to reproduce:
Fill forms to "Train new model" in Vertex AI using an invalid accelerator and image combination.
Other information (workarounds you have tried, documentation consulted, etc):
Workaround is to start over.