      assert_allclose(kernel, 1.)
      assert_allclose(bias, 2.)
  
  
  @pytest.mark.parametrize("dummy", [None], ids=[get_backend().upper()])
  def test_adam(dummy):  # pylint:disable=unused-argument
      """ Test for custom Adam optimizer """
      _test_optimizer(k_optimizers.Adam(), target=0.45)  # pylint:disable=no-member
      _test_optimizer(k_optimizers.Adam(decay=1e-3), target=0.45)  # pylint:disable=no-member
  
  
  @pytest.mark.parametrize("dummy", [None], ids=[get_backend().upper()])
  def test_adabelief(dummy):  # pylint:disable=unused-argument
      """ Test for custom Adam optimizer """
      _test_optimizer(optimizers.AdaBelief(), target=0.20)
 
</s> remove         filename: Union[str, List[str]],
        results: Union[str, List[str]]) -> None:
 </s> add         filename: str | list[str],
        results: str | list[str]) -> None: </s> remove     assert (2, 2) <= tf_version < (2, 11)
 </s> add     assert (2, 10) <= tf_version < (2, 11) </s> remove         centering: "CenteringType" = "legacy"
 </s> add         centering: CenteringType = "legacy" </s> remove     def _get_device_names(self) -> List[str]:
 </s> add     def _get_device_names(self) -> list[str]:
      assert_allclose(kernel, 1.)
      assert_allclose(bias, 2.)
  
  







  @pytest.mark.parametrize("dummy", [None], ids=[get_backend().upper()])
  def test_adabelief(dummy):  # pylint:disable=unused-argument
      """ Test for custom Adam optimizer """
      _test_optimizer(optimizers.AdaBelief(), target=0.20)
keep keep keep keep replace replace replace replace replace replace replace keep keep keep keep
 Rebase code (#1326)

* Remove tensorflow_probability requirement

* setup.py - fix progress bars

* requirements.txt: Remove pre python 3.9 packages

* update apple requirements.txt

* update INSTALL.md

* Remove python<3.9 code

* setup.py - fix Windows Installer

* typing: python3.9 compliant

* Update pytest and readthedocs python versions

* typing fixes

* Python Version updates
  - Reduce max version to 3.10
  - Default to 3.10 in installers
  - Remove incompatible 3.11 tests

* Update dependencies

* Downgrade imageio dep for Windows

* typing: merge optional unions and fixes

* Updates
  - min python version 3.10
  - typing to python 3.10 spec
  - remove pre-tf2.10 code
  - Add conda tests

* train: re-enable optimizer saving

* Update dockerfiles

* Update setup.py
  - Apple Conda deps to setup.py
  - Better Cuda + dependency handling

* bugfix: Patch logging to prevent Autograph errors

* Update dockerfiles

* Setup.py - Setup.py - stdout to utf-8

* Add more OSes to github Actions

* suppress mac-os end to end test 
tests/lib/model/optimizers_test.py