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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. |
ALL
ASSERT_STATEMENTS
AUTO_CONTROL_DEPS
BUILTIN_FUNCTIONS
EQUALITY_OPERATORS
LISTS
NAME_SCOPES
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Licensed under the Creative Commons Attribution License 3.0.
Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/versions/r2.3/api_docs/python/tf/autograph/experimental/Feature