aws / amazon-sagemaker-examples

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
https://sagemaker-examples.readthedocs.io
Apache License 2.0
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Adding notebook for MNIST training using PyTorch and StepFunctions #4599

Closed Avs163 closed 3 months ago

Avs163 commented 3 months ago

Issue #, if available: Adding notebook and MNIST.py

Description of changes: Adding a notebook to create a simple workflow that involves a training step, creating a model, configuring an endpoint, and deploying the model. The notebook is to run Machine Learning pipelines on Step Functions, via MNIST. The folder originally existed in this same repository but got deleted and hence creating a PR to merge it back.

Testing done:

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sagemaker-bot commented 3 months ago

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zhaoqizqwang commented 3 months ago

Could you take a look at the examples-pr and code formatting check failures? Meanwhile readthedocs failure is not related and I'm investigating it

zhaoqizqwang commented 3 months ago

example-pr logs says badge is missing. https://github.com/aws/amazon-sagemaker-examples/blob/main/CONTRIBUTING.md Here is the guide to include CI badge

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Avs163 commented 3 months ago

example-pr logs says badge is missing. https://github.com/aws/amazon-sagemaker-examples/blob/main/CONTRIBUTING.md Here is the guide to include CI badge

I have added CI badge in the code. Please let me know if any other changes need to be made

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Avs163 commented 3 months ago

Reformatted the code, and now all required checks are passed.