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Add ContainerConfig example comment to ir notebooks

Open gwang111 opened this issue 3 years ago • 32 comments

Issue #, if available:

Description of changes:

Added a markdown comment explaining ContainerConfig in Inference Recommender notebooks

Two variations of the ContainerConfig markdown comments: For inference-recommender.ipynb, xgboost-inference-recommender.ipynb, tf-cloudwatch-inference-recommender.ipynb where create_model_package_input_dict is used: image For sklearn-inference-recommender.ipynb and huggingface-inference-recommender.ipynb where create_model_package is used: image

Testing done:

Merge Checklist

Put an x in the boxes that apply. You can also fill these out after creating the PR. If you're unsure about any of them, don't hesitate to ask. We're here to help! This is simply a reminder of what we are going to look for before merging your pull request.

  • [x] I have read the CONTRIBUTING doc and adhered to the example notebook best practices
  • [x] I have updated any necessary documentation, including READMEs
  • [ ] I have tested my notebook(s) and ensured it runs end-to-end
  • [ ] I have linted my notebook(s) and code using black-nb -l 100 {path}/{notebook-name}.ipynb

By submitting this pull request, I confirm that my contribution is made under the terms of the Apache 2.0 license.

gwang111 avatar Sep 13 '22 22:09 gwang111

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sagemaker-bot avatar Sep 13 '22 22:09 sagemaker-bot

Currently only add to inference-recommender.ipynb. Waiting for Sr Eng and Principal PM feedback before adding to all notebooks.

gwang111 avatar Sep 13 '22 22:09 gwang111

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sagemaker-bot avatar Sep 14 '22 03:09 sagemaker-bot

Have added to all 4 notebooks detailing how ContainerConfig can be used to create an inference recommender job

gwang111 avatar Sep 14 '22 16:09 gwang111

added ContainerConfig comment into xgboost script

gwang111 avatar Sep 14 '22 18:09 gwang111

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