  import logging
  import sys
  from dataclasses import dataclass
  
  import numpy as np
  # Ignore linting errors from Tensorflow's thoroughly broken import system
  from tensorflow.keras.layers import LayerNormalization  # pylint:disable=import-error
  from tensorflow.keras import applications as kapp, backend as K  # noqa:E501  # pylint:disable=import-error
 
</s> remove from lib.model import losses
from lib.utils import get_backend
 </s> add # Ignore linting errors from Tensorflow's thoroughly broken import system
from tensorflow.keras import backend as K, losses as k_losses  # noqa:E501  # pylint:disable=import-error </s> remove from lib.utils import get_backend

if get_backend() == "amd":
    import keras
    from keras import backend as K
else:
    # Ignore linting errors from Tensorflow's thoroughly broken import system
    from tensorflow import keras
    from tensorflow.keras import backend as K  # pylint:disable=import-error
 </s> add # Ignore linting errors from Tensorflow's thoroughly broken import system
from tensorflow import keras
from tensorflow.keras import backend as K  # pylint:disable=import-error
import typing as T
  import logging
  import sys
import typing as T
  from dataclasses import dataclass
  
  import numpy as np
  # Ignore linting errors from Tensorflow's thoroughly broken import system
  from tensorflow.keras.layers import LayerNormalization  # pylint:disable=import-error
  from tensorflow.keras import applications as kapp, backend as K  # noqa:E501  # pylint:disable=import-error
keep add keep keep keep keep keep keep
 Remove plaidML support (#1325)

* Remove PlaidML reference from readme files

* Remove AMD option from installers

* remove amd requirements and update setup.py

* remove plaidml test from CI workflow

* gpustats: remove plaidml backend

* plaid removals:
  - faceswap.py - python version check
  - setup.cfg - plaidml typing ignore
  - lib.keras_utils - All plaid code
  - lib.launcher.py - All plaidml checks and configuration

* remove tf2.2 specific code from GUI event reader

* lib.model - remove all plaidml implementations

* plugins.extract - remove plaidml code

* plugins.train remove plaidml code

* lib.convert - remove plaidml code

* tools.model: remove plaidml code

* Remove plaidML tests from unit tests

* remove plaidml_utils and docsting cleanups

* Remove plaidML refs from configs

* fix keras imports 
plugins/train/model/phaze_a.py