tf.autograph.experimental.Feature

This enumeration represents optional conversion options.

View aliases

Main aliases

`tf.contrib.autograph.Feature`

Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.autograph.experimental.Feature, `tf.compat.v2.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
• ASSERT_STATEMENTS
• AUTO_CONTROL_DEPS
• BUILTIN_FUNCTIONS
• EQUALITY_OPERATORS
• LISTS
• NAME_SCOPES