tf.autograph.experimental.Feature

View source on GitHub

This enumeration represents optional conversion options.

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