View source on GitHub
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Helper class to start TFX training jobs on AI Platform.
Functions
create_model_for_aip_prediction_if_not_exist(...): Creates a new model for serving with AI Platform if not exists.
delete_model_from_aip_if_exists(...): Deletes a model from Google Cloud AI Platform if exists.
delete_model_version_from_aip_if_exists(...): Deletes a model version from Google Cloud AI Platform if version exists.
deploy_model_for_aip_prediction(...): Deploys a model for serving with AI Platform.
get_service_name_and_api_version(...): Gets service name and api version from ai_platform_serving_args.
start_aip_training(...): Start a trainer job on AI Platform (AIP).
Other Members | |
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| DEFAULT_ENDPOINT |
'https://ml.googleapis.com'
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