def get(identifier):
"""Return the loss callable by identifier.
Parameters
----------
identifier : Union[callable, str]
The identifier.
Returns
-------
callable
The loss callable.
"""
if identifier is None:
return None
elif callable(identifier):
return identifier
elif isinstance(identifier, six.string_types):
return generic_utils.deserialize_keras_object(
identifier, globals(), 'loss')
else:
raise TypeError(
'Could not interpret the loss identifier: {}.'
.format(identifier))
def get(identifier):
"""Return the regularizer callable by identifier.
Parameters
----------
identifier : Union[callable, str]
The identifier.
Returns
-------
callable
The activation callable.
"""
if identifier is None:
return None
elif callable(identifier):
return identifier
elif isinstance(identifier, six.string_types):
if identifier == 'l1_l2':
return L1L2(l1=0.01, l2=0.01)
return generic_utils.deserialize_keras_object(identifier, globals(),
'regularizer')
else:
raise TypeError(
'Could not interpret the regularizer identifier: {}.'.format(
identifier))