Notebooks
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Azure Export Run History To Tensorboard

Export Run History To Tensorboard

how-to-use-azuremlazure-mldata-sciencenotebooktensorboardexport-run-history-to-tensorboardmachine-learningtrack-and-monitor-experimentsazure-machine-learningdeep-learningazuremlazure-ml-notebooksazure
alph-notebooks/azure-ml-notebooks / export-run-history-to-tensorboard.ipynb

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Licensed under the MIT License.

Impressions

Prerequisites

  • Understand the architecture and terms introduced by Azure Machine Learning
  • If you are using an Azure Machine Learning Notebook VM, you are all set. Otherwise, go through the configuration notebook notebook to:
    • install the AML SDK
    • create a workspace and its configuration file (config.json)
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Initialize Workspace

Initialize a workspace object from persisted configuration.

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Set experiment name and start the run

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Export Run History to Tensorboard logs

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Start Tensorboard

Or you can start the Tensorboard outside this notebook to view the result

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Stop Tensorboard

When you're done, make sure to call the stop() method of the Tensorboard object.

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