tf.autograph.experimental.Feature

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Class Feature

This enumeration represents optional conversion options.

Aliases:

  • Class tf.compat.v1.autograph.experimental.Feature
  • Class 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 Members

  • ALL
  • ASSERT_STATEMENTS
  • AUTO_CONTROL_DEPS
  • BUILTIN_FUNCTIONS
  • EQUALITY_OPERATORS
  • LISTS
  • NAME_SCOPES

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