            - kbackend: "plaidml.keras.backend"
              backend: "amd"
            - kbackend: "tensorflow"
              backend: "cpu"
          exclude:
            - python-version: 3.9
              backend: amd
      steps:
        - uses: actions/checkout@v3
        - name: Set up Python ${{ matrix.python-version }}      
          uses: actions/setup-python@v3
          with:
 
</s> remove           - kbackend: "plaidml.keras.backend"
            backend: "amd"
 </s> add  </s> remove         backend: ["amd", "cpu"]
 </s> add         backend: ["cpu"] </s> remove           if [ "${{ matrix.backend }}" == "amd" ] ; then echo "{\"PLAIDML_DEVICE_IDS\":[\"llvm_cpu.0\"],\"PLAIDML_EXPERIMENTAL\":true}" > ~/.plaidml; fi ;
          echo "{\"PLAIDML_DEVICE_IDS\":[\"llvm_cpu.0\"],\"PLAIDML_EXPERIMENTAL\":true}" > ~/.plaidml;
 </s> add  </s> remove         return pad(var_x,
                   [[0, 0],
                    [padding_top, padding_bot],
                    [padding_left, padding_right],
                    [0, 0]],
                   'REFLECT')
 </s> add         return tf.pad(inputs,
                      [[0, 0],
                       [padding_top, padding_bot],
                       [padding_left, padding_right],
                       [0, 0]],
                      'REFLECT')
            - kbackend: "plaidml.keras.backend"
              backend: "amd"
            - kbackend: "tensorflow"
              backend: "cpu"



      steps:
        - uses: actions/checkout@v3
        - name: Set up Python ${{ matrix.python-version }}      
          uses: actions/setup-python@v3
          with:
keep keep keep keep replace replace replace 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 
.github/workflows/pytest.yml