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Issue #, if available:
to_dict() converts Python None to the string "None" via str(), which gets sent as a hyperparameter value to the training container causing failures (e.g., resume_from_path="None" triggers invalid checkpoint resume). This fix omits None-valued hyperparameters instead of serializing them.
Description of changes:
Changes in common.py
###Testing
Launched the jobs via the notebooks : - https://github.com/aws/sagemaker-python-sdk/tree/master/v3-examples/model-customization-examples
https://tiny.amazon.com/dc7sqv9n/IsenLink
https://tiny.amazon.com/tpg255wa/IsenLink
https://tiny.amazon.com/1437xy0rb/IsenLink
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