tensorflow_script_mode_california_housing_local_training_and_batch_transform/tensorflow_script_mode_california_housing_local_training_and_batch_transform.py [71:87]:
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def main():
    download_training_and_eval_data()

    print('Starting model training.')
    print(
        'Note: if launching for the first time in local mode, container image download might take a few minutes to complete.')
    california_housing_estimator = TensorFlow(entry_point='california_housing_tf2.py',
                                              source_dir='code',
                                              role=DUMMY_IAM_ROLE,
                                              instance_count=1,
                                              instance_type='local',
                                              framework_version='2.4.1',
                                              py_version='py37')

    inputs = {'train': 'file://./data/train', 'test': 'file://./data/test'}
    california_housing_estimator.fit(inputs)
    print('Completed model training')
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tensorflow_script_mode_california_housing_local_training_and_serving/tensorflow_script_mode_california_housing_local_training_and_serving.py [78:94]:
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def main():
    download_training_and_eval_data()

    print('Starting model training.')
    print(
        'Note: if launching for the first time in local mode, container image download might take a few minutes to complete.')
    california_housing_estimator = TensorFlow(entry_point='california_housing_tf2.py',
                                              source_dir='code',
                                              role=DUMMY_IAM_ROLE,
                                              instance_count=1,
                                              instance_type='local',
                                              framework_version='2.4.1',
                                              py_version='py37')

    inputs = {'train': 'file://./data/train', 'test': 'file://./data/test'}
    california_housing_estimator.fit(inputs)
    print('Completed model training')
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