tf.keras.utils.CustomObjectScope

Class CustomObjectScope

Defined in tensorflow/python/keras/_impl/keras/utils/generic_utils.py.

Provides a scope that changes to _GLOBAL_CUSTOM_OBJECTS cannot escape.

Code within a with statement will be able to access custom objects by name. Changes to global custom objects persist within the enclosing with statement. At end of the with statement, global custom objects are reverted to state at beginning of the with statement.

Example:

Consider a custom object MyObject (e.g. a class):

with CustomObjectScope({'MyObject':MyObject}):
    layer = Dense(..., kernel_regularizer='MyObject')
    # save, load, etc. will recognize custom object by name

Methods

__init__

__init__(*args)

Initialize self. See help(type(self)) for accurate signature.

__enter__

__enter__()

__exit__

__exit__(
    *args,
    **kwargs
)