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There could be multiple reasons for the issue you're facing:
- Incorrect code: Make sure you've correctly saved the model using tf.saved_model.save or tf.keras.models.save_model functions.
- Incompatible versions: TensorFlow 2.2 may have compatibility issues with the Amazon SageMaker environment you're using. Try using a different version of TensorFlow or a different environment.
- Missing dependencies: Make sure you've installed all required dependencies for TensorFlow 2.2.
- Disk space: Check if the disk space is sufficient for saving the model.
- Permission issues: Ensure that the user running the training script has the necessary permissions to write to the /output folder.
Try these potential solutions and see if any of them resolve your issue.
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