tf.autograph.to

Returns the source code generated by AutoGraph, as a string.

tf.autograph.to_code(
    entity, recursive=True, experimental_optional_features=None
)

Used in the notebooks

Used in the guide
Better performance with tf.function Introduction to graphs and tf.functions

Example usage:

def f(x):
  if x < 0:
    x = -x
  return x
tf.autograph.to_code(f)
"...def tf__f(x):..."

Also see: tf.autograph.to_graph.

@tf.function
def f(x):
  if x < 0:
    x = -x
  return x
tf.autograph.to_code(f.python_function)
"...def tf__f(x):..."

Args
`entity`	Python callable or class to convert.
`recursive`	Whether to recursively convert any functions that the converted function may call.
`experimental_optional_features`	`None`, a tuple of, or a single `tf.autograph.experimental.Feature` value.

Returns
The converted code as string.

TensorFlow

tf.autograph / to_code

Used in the notebooks

Example usage:

Args

Returns

TensorFlow

tf

tf.audio

tf.autograph

tf.bitwise

tf.compat

tf.config

tf.data

tf.debugging

tf.distribute

tf.dtypes

tf.errors

tf.estimator

tf.experimental

tf.feature_column

tf.graph_util

tf.image

tf.initializers

tf.io

tf.keras

tf.linalg

tf.lite

tf.lookup

tf.losses

tf.math

tf.metrics

tf.nest

tf.nn

tf.optimizers

tf.quantization

tf.queue

tf.ragged

tf.random

tf.raw_ops

tf.saved_model

tf.sets

tf.signal

tf.sparse

tf.strings

tf.summary

tf.sysconfig

tf.test

tf.tpu

tf.train

tf.version

tf.xla

tf.autograph / to_code

Used in the notebooks

Example usage:

Args

Returns