ValueError:Unrecognized keyword arguments passed to Model:{'input': ..., 'outputs': ...} Keras(2.x 초반) 문법 -> Keras3에서는 input -> inputs

ValueError:
Unrecognized keyword arguments passed to Model:
{'input': ..., 'outputs': ...}

Keras(2.x 초반) 문법을 사용해서 난 에러. 현재는 input이 아니라 inputs로 변경되었다. 

968/87910968 ━━━━━━━━━━━━━━━━━━━━ 8s 0us/step 046546944/87910968 ━━━━━━━━━━━━━━━━━━━━ 4s 0us/step
Traceback (most recent call last):
  File "D:\study\sk_playdata\book\Intelligent-Projects-Using-Python\Chapter02\TransferLearning.py", line 299, in <module>
    obj.main()
    ~~~~~~~~^^
  File "D:\study\sk_playdata\book\Intelligent-Projects-Using-Python\Chapter02\TransferLearning.py", line 284, in main
                self.model_save_dest = self.train_model(train_X,train_y,n_fold=self.folds,batch_size=self.batch_size,
                             ~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                                                            epochs=self.epochs,dim=self.dim,lr=self.lr,model=self.model)
                                                            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "D:\study\sk_playdata\book\Intelligent-Projects-Using-Python\Chapter02\TransferLearning.py", line 210, in train_model
    model_final = self.inception_pseudo(dim=224,freeze_layers=10,full_freeze='N')
  File "D:\study\sk_playdata\book\Intelligent-Projects-Using-Python\Chapter02\TransferLearning.py", line 149, in inception_pseudo
    model_final = Model(input = model.input,outputs=out)
  File "C:\Users\playdata2\anaconda3\Lib\site-packages\keras\src\models\model.py", line 162, in __init__
    Layer.__init__(self, *args, **kwargs)
    ~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^
  File "C:\Users\playdata2\anaconda3\Lib\site-packages\keras\src\layers\layer.py", line 295, in __init__
    raise ValueError(
    ...<2 lines>...
    )
ValueError: Unrecognized keyword arguments passed to Model: {'input': <KerasTensor shape=(None, None, None, 3), dtype=float32, sparse=False, ragged=False, name=keras_tensor>, 'outputs': <KerasTensor shape=(None, 5), dtype=float32, sparse=False, ragged=False, name=keras_tensor_316>}
(base) PS D:\study\sk_playdata\book\Intelligent-Projects-Using-Python>

 

 

+ 만약 위의 에러를 만났다면 해결후 아래의 에러를 만날 확률이 높다. 

https://standout.tistory.com/1914

ModelCheckpoint() 확장자가 반드시 .keras여야한다. + ValueError:The filepath provided must end in `.keras`