  import numpy as np
  
  from lib.model.session import KSession
  from plugins.extract._base import _get_config
  from ._base import BatchType, Masker, MaskerBatch
  
  if T.TYPE_CHECKING:
      from tensorflow import Tensor
 
</s> remove from lib.utils import get_backend
 </s> add  </s> remove from lib.utils import get_backend
 </s> add  </s> remove 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  # pylint:disable=import-error
from tensorflow.keras.layers import (  # pylint:disable=import-error
    Activation, Add, BatchNormalization, Concatenate, Conv2D, GlobalAveragePooling2D, Input,
    MaxPooling2D, Multiply, Reshape, UpSampling2D, ZeroPadding2D)

  import numpy as np
  
# Ignore linting errors from Tensorflow's thoroughly broken import system
from tensorflow.keras import backend as K  # pylint:disable=import-error
from tensorflow.keras.layers import (  # pylint:disable=import-error
    Activation, Add, BatchNormalization, Concatenate, Conv2D, GlobalAveragePooling2D, Input,
    MaxPooling2D, Multiply, Reshape, UpSampling2D, ZeroPadding2D)

  from lib.model.session import KSession
  from plugins.extract._base import _get_config
  from ._base import BatchType, Masker, MaskerBatch
  
  if T.TYPE_CHECKING:
      from tensorflow import Tensor
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/extract/mask/bisenet_fp.py