NotImplementedError: Layers with arguments in `__init__` must override `get_config`.

[connormeaton]

Hello, I am trying to save a model built exactly from your code example. However, I get the below error. Any advice?

`--------------------------------------------------------------------------- NotImplementedError Traceback (most recent call last)

in () ----> 1 tf.keras.models.save_model( model, 'model', overwrite=True, include_optimizer=True ) 2 5 frames /usr/local/lib/python3.6/dist-packages/tensorflow_core/python/keras/saving/save.py in save_model(model, filepath, overwrite, include_optimizer, save_format, signatures) 107 'or using `save_weights`.') 108 hdf5_format.save_model_to_hdf5( --> 109 model, filepath, overwrite, include_optimizer) 110 else: 111 saved_model_save.save(model, filepath, overwrite, include_optimizer, /usr/local/lib/python3.6/dist-packages/tensorflow_core/python/keras/saving/hdf5_format.py in save_model_to_hdf5(model, filepath, overwrite, include_optimizer) 91 92 try: ---> 93 model_metadata = saving_utils.model_metadata(model, include_optimizer) 94 for k, v in model_metadata.items(): 95 if isinstance(v, (dict, list, tuple)): /usr/local/lib/python3.6/dist-packages/tensorflow_core/python/keras/saving/saving_utils.py in model_metadata(model, include_optimizer, require_config) 158 except NotImplementedError as e: 159 if require_config: --> 160 raise e 161 162 metadata = dict( /usr/local/lib/python3.6/dist-packages/tensorflow_core/python/keras/saving/saving_utils.py in model_metadata(model, include_optimizer, require_config) 155 model_config = {'class_name': model.__class__.__name__} 156 try: --> 157 model_config['config'] = model.get_config() 158 except NotImplementedError as e: 159 if require_config: /usr/local/lib/python3.6/dist-packages/tensorflow_core/python/keras/engine/network.py in get_config(self) 884 for layer in self.layers: # From the earliest layers on. 885 layer_class_name = layer.__class__.__name__ --> 886 layer_config = layer.get_config() 887 888 filtered_inbound_nodes = [] /usr/local/lib/python3.6/dist-packages/tensorflow_core/python/keras/engine/base_layer.py in get_config(self) 578 # or that `get_config` has been overridden: 579 if len(extra_args) > 1 and hasattr(self.get_config, '_is_default'): --> 580 raise NotImplementedError('Layers with arguments in `__init__` must ' 581 'override `get_config`.') 582 # TODO(reedwm): Handle serializing self._dtype_policy. NotImplementedError: Layers with arguments in `__init__` must override `get_config`.`

[swun90]

check this: https://stackoverflow.com/questions/58678836/notimplementederror-layers-with-arguments-in-init-must-override-get-conf