tf.autograph.experimental.Feature

TensorFlow 1 version

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This enumeration represents optional conversion options.

View aliases

Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.autograph.experimental.Feature

These conversion options are experimental. They are subject to change without notice and offer no guarantees.

Example Usage

optionals= tf.autograph.experimental.Feature.EQUALITY_OPERATORS
@tf.function(experimental_autograph_options=optionals)
def f(i):
  if i == 0:  # EQUALITY_OPERATORS allows the use of == here.
    tf.print('i is zero')

Attributes
`ALL`	Enable all features.
`AUTO_CONTROL_DEPS`	Insert of control dependencies in the generated code.
`ASSERT_STATEMENTS`	Convert Tensor-dependent assert statements to tf.Assert.
`BUILTIN_FUNCTIONS`	Convert builtin functions applied to Tensors to their TF counterparts.
`EQUALITY_OPERATORS`	Whether to convert the comparison operators, like equality. This is soon to be deprecated as support is being added to the Tensor class.
`LISTS`	Convert list idioms, like initializers, slices, append, etc.
`NAME_SCOPES`	Insert name scopes that name ops according to context, like the function they were defined in.

Class Variables
ALL	`tf.autograph.experimental.Feature`
ASSERT_STATEMENTS	`tf.autograph.experimental.Feature`
AUTO_CONTROL_DEPS	`tf.autograph.experimental.Feature`
BUILTIN_FUNCTIONS	`tf.autograph.experimental.Feature`
EQUALITY_OPERATORS	`tf.autograph.experimental.Feature`
LISTS	`tf.autograph.experimental.Feature`
NAME_SCOPES	`tf.autograph.experimental.Feature`

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 / experimental / experimental.Feature

View aliases

Attributes

Class Variables