  else:
      import tensorflow.keras.mixed_precision as mixedprecision  # noqa pylint:disable=import-error,no-name-in-module
  
  if TYPE_CHECKING:
      from argparse import Namespace
      from .model import State
  
  logger = logging.getLogger(__name__)  # pylint: disable=invalid-name
  
 
</s> remove '''
Multiple plaidml implementation.
'''
 </s> add #!/usr/bin/env python3
""" PlaidML helper Utilities """
from typing import Optional
if sys.version_info < (3, 8):
    from typing_extensions import Literal
else:
    from typing import Literal

  else:
      import tensorflow.keras.mixed_precision as mixedprecision  # noqa pylint:disable=import-error,no-name-in-module
  
if sys.version_info < (3, 8):
    from typing_extensions import Literal
else:
    from typing import Literal

  if TYPE_CHECKING:
      from argparse import Namespace
      from .model import State
  
  logger = logging.getLogger(__name__)  # pylint: disable=invalid-name
  
keep keep add keep keep keep keep keep keep
 Add Flip Loss Function
    - Add Flip for AMD and TF
    - Split Perceptual Loss functions to own modules
    - Fix allowed input shape for models
    - Allow GUI tooltip to display at higher width 
plugins/train/model/_base/settings.py