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Jun 28, 2022
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documentation: edit to clarify how to use inference.py #3194

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4 changes: 3 additions & 1 deletion doc/frameworks/tensorflow/using_tf.rst
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Expand Up @@ -759,7 +759,7 @@ Create Python Scripts for Custom Input and Output Formats
---------------------------------------------------------

You can add your customized Python code to process your input and output data.
This customized Python code must be named ``inference.py`` and specified through the ``entry_point`` parameter:
This customized Python code must be named ``inference.py`` and is specified through the ``entry_point`` parameter:

.. code::

Expand All @@ -769,6 +769,8 @@ This customized Python code must be named ``inference.py`` and specified through
model_data='s3://mybucket/model.tar.gz',
role='MySageMakerRole')

In the example above, ``inference.py`` is assumed to be a file inside ``model.tar.gz``. If you want to use a local file instead, you must add the ``source_dir`` argument. See the documentation on `TensorFlowModel <https://sagemaker.readthedocs.io/en/stable/frameworks/tensorflow/sagemaker.tensorflow.html#sagemaker.tensorflow.model.TensorFlowModel>`_.

How to implement the pre- and/or post-processing handler(s)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

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