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Module: tf.autograph

TensorFlow 1 version

Conversion of plain Python into TensorFlow graph code.

For more information, see the AutoGraph guide.

By equivalent graph code we mean code that generates a TensorFlow graph when run. The generated graph has the same effects as the original code when executed (for example with tf.function or In other words, using AutoGraph can be thought of as running Python in TensorFlow.


experimental module: Public API for tf.autograph.experimental namespace.


set_verbosity(...): Sets the AutoGraph verbosity level.

to_code(...): Returns the source code generated by AutoGraph, as a string.

to_graph(...): Converts a Python entity into a TensorFlow graph.

trace(...): Traces argument information at compilation time.