Resolve Keras File Format Issues #88
Description
TensorFlow updated to version 2.16.1 on March 8, 2024. Python 3.9+ tests in the main idaes-pse repository that install the latest package and run examples now throw errors similar to the message below:
E ValueError: File format not supported: filepath=D:\a\idaes-pse\idaes-pse\idaes\core\surrogate\plotting\tests\keras_surrogate. Keras 3 only supports V3 `.keras` files and legacy H5 format files (`.h5` extension). Note that the legacy SavedModel format is not supported by `load_model()` in Keras 3. In order to reload a TensorFlow SavedModel as an inference-only layer in Keras 3, use `keras.layers.TFSMLayer(D:\a\idaes-pse\idaes-pse\idaes\core\surrogate\plotting\tests\keras_surrogate, call_endpoint='serving_default')` (note that your `call_endpoint` might have a different name).
Examples that use Keras should be updated accordingly.