Error Occurred When a Custom Image Model Is Deployed as a Real-Time Service

Symptom

A model fails to be deployed as a real-time service. On the real-time service details page, the message "failed to pull image, retry later" is displayed on the Events tab page while no information is displayed on the Logs tab page.

Solution

This fault is typically caused by the excessive size of the model you have deployed. Do the following:

• Simplify the model, re-import it, and deploy it as a real-time service.
• Purchase a dedicated resource pool and use it to deploy the model as a real-time service.