tf.autograph.experimental.Feature
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 | <Feature.ALL: 'ALL'> |
| ASSERT_STATEMENTS | <Feature.ASSERT_STATEMENTS: 'ASSERT_STATEMENTS'> |
| AUTO_CONTROL_DEPS | <Feature.AUTO_CONTROL_DEPS: 'AUTO_CONTROL_DEPS'> |
| BUILTIN_FUNCTIONS | <Feature.BUILTIN_FUNCTIONS: 'BUILTIN_FUNCTIONS'> |
| EQUALITY_OPERATORS | <Feature.EQUALITY_OPERATORS: 'EQUALITY_OPERATORS'> |
| LISTS | <Feature.LISTS: 'LISTS'> |
| NAME_SCOPES | <Feature.NAME_SCOPES: 'NAME_SCOPES'> |
© 2022 The TensorFlow Authors. All rights reserved.
Licensed under the Creative Commons Attribution License 4.0.
Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/versions/r2.9/api_docs/python/tf/autograph/experimental/Feature