nerdexam
Microsoft

DP-100 · Question #211

You use the Azure Machine Learning SDK in a notebook to run an experiment using a script file in an experiment folder. The experiment fails. You need to troubleshoot the failed experiment. What are tw

The correct answer is B. Use the get_details_with_logs() method of the run object to display the experiment run logs. D. View the logs for the experiment run in Azure Machine Learning studio.. Use get_details_with_logs() to fetch the run details and logs created by the run. You can monitor Azure Machine Learning runs and view their logs with the Azure Machine Learning studio. Incorrect Answers: A: You can view the metrics of a trained model using run.get_metrics(). E:

Explore data and run experiments

Question

You use the Azure Machine Learning SDK in a notebook to run an experiment using a script file in an experiment folder. The experiment fails. You need to troubleshoot the failed experiment. What are two possible ways to achieve this goal? Each correct answer presents a complete solution.

Options

  • AUse the get_metrics() method of the run object to retrieve the experiment run logs.
  • BUse the get_details_with_logs() method of the run object to display the experiment run logs.
  • CView the log files for the experiment run in the experiment folder.
  • DView the logs for the experiment run in Azure Machine Learning studio.
  • EUse the get_output() method of the run object to retrieve the experiment run logs.

How the community answered

(58 responses)
  • A
    12% (7)
  • B
    78% (45)
  • C
    3% (2)
  • E
    7% (4)

Explanation

Use get_details_with_logs() to fetch the run details and logs created by the run. You can monitor Azure Machine Learning runs and view their logs with the Azure Machine Learning studio. Incorrect Answers: A: You can view the metrics of a trained model using run.get_metrics(). E: get_output() gets the output of the step as PipelineData. https://docs.microsoft.com/en-us/python/api/azureml-pipeline-core/azureml.pipeline.core.steprun https://docs.microsoft.com/en-us/azure/machine-learning/how-to-monitor-view-training-logs

Topics

#Azure ML SDK#Troubleshooting#Experiment Management#Logging

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