Deploy model:MedImageInsight in Azure Foundry Error: ResourceOperationFailure: User container has crashed or terminated

The error message you are encountering, "ResourceOperationFailure: User container has crashed or terminated," indicates that the deployment of the MedImageInsight model in Azure Foundry has failed due to the user container crashing. This can happen for several reasons, including issues with the model itself, insufficient resources, or misconfiguration in the deployment settings.

To troubleshoot this issue, you can follow these steps:

1. Check the Build Logs: Look for any errors in the build logs related to the model deployment. This can provide insights into what went wrong during the deployment process.
2. Resource Allocation: Ensure that the resources allocated to the container (such as CPU and memory) are sufficient for the model's requirements. You may need to increase these limits.
3. Environment Configuration: Verify that the environment settings are correctly configured, including dependencies and any required environment variables.
4. Test the Model Locally: If possible, test the model locally to ensure that it runs without issues outside of the Azure environment.
5. Consult Documentation: Refer to the troubleshooting guide provided by Azure for more specific guidance on resolving deployment issues.

If the problem persists, consider reaching out to Azure support for further assistance.

References:

• How to troubleshoot your deployments and monitors in Microsoft Foundry portal