Can't setting the scoring script when creating batch endpoint job

Yicong Cui 0 Microsoft Employee

I have a deployment in the Azure Machine Learning batch endpoint. In this deployment, I set a custom scoring script batch_driver.py. (see below picture)

azure_ml_job

However, when I try creating new job, the scoring name still is driver/amlbi_main.py. Is it a bug?

azure_ml_job2

Amira Bedhiafi 29,711 Reputation points

2025-03-07T13:13:02.4333333+00:00

Can you share more information? The pictures are not visible
Manas Mohanty 1,610 Reputation points Microsoft External Staff

2025-03-07T16:06:09.73+00:00

Hi Yicong Cui

Issue seems to be in scoring script. Normally driver/amlbi_main.py issues point towards missing environment packages or runtime issue in loading model etc.

You can debug it by adding try catch blocks in crucial steps like model/data loading, saving to storage location etc.

First point of debugging should be in endpoint logs.

If you could share endpoint and environment logs in private message, we can debug further.

Attached Troubleshoot guide for batch endpoint for reference

Thank you.

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