While running automl parallel run with tabulardataset ,
azureml_common.parallel_run.exception.NoResultToAppendError: There is no succeeded mini batch item returned from run()
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It sounds like your scoring script may not have a correct return line in it's run method. Could you share your scoring file?
For additional context, AutoML jobs don't produce a scoring file that works with batch inferencing, it has to be created manually as per this doc.