Log training image used for the SM Training Job when user error #2063
Description
Describe the bug
Error is
botocore.exceptions.ClientError: An error occurred (ValidationException) when calling the CreateTrainingJob operation: Invalid training image. Please provide a valid Amazon Elastic Container Registry path of the Docker image to run.
In such a case, we should report the training image that is being used [which is supposedly invalid]
This would improve user experience.
To reproduce
Pass image uri that doesn't exist in the ECR
Expected behavior
Fail with the same error but describes the incorrect image name
System information
A description of your system. Please provide:
- SageMaker Python SDK version: 2.23.1
- Python version:3.7
- CPU or GPU:gpu
- Custom Docker image (Y/N):Y
Additional context
NA