tf.autograph.experimental.Feature | TensorFlow v2.16.1 (original) (raw)
tf.autograph.experimental.Feature
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This enumeration represents optional conversion options.
View aliases
Compat aliases for migration
SeeMigration guide for more details.
tf.compat.v1.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 equality operator ('==') to tf.math.equal. |
| 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'> |
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Last updated 2024-04-26 UTC.