在theano后端上运行Tensorflow模型

问题描述

我的模型是使用google colab中的tensorflow进行训练的。我想使用theano作为后端将它们加载到带有keras的django服务器中。当我尝试加载该模型时,这是我的错误

2020-09-18 05:00:57,559:   File "/home/anush123/sample/transfer/views.py",line 27,in <module>
2020-09-18 05:00:57,559:     models['1'] = load_model("/home/anush123/sample/static/car_model.h5",compile=False)
2020-09-18 05:00:57,559: 
2020-09-18 05:00:57,559:   File "/home/anush123/.virtualenvs/myenv/lib/python3.7/site-packages/keras/engine/saving.py",line 419,in load_model
2020-09-18 05:00:57,559:     model = _deserialize_model(f,custom_objects,compile)
2020-09-18 05:00:57,line 225,in _deserialize_model
2020-09-18 05:00:57,559:     model = model_from_config(model_config,custom_objects=custom_objects)
2020-09-18 05:00:57,line 458,in model_from_config
2020-09-18 05:00:57,559:     return deserialize(config,560: 
2020-09-18 05:00:57,560:   File "/home/anush123/.virtualenvs/myenv/lib/python3.7/site-packages/keras/layers/__init__.py",line 55,in deserialize
2020-09-18 05:00:57,560:     printable_module_name='layer')
2020-09-18 05:00:57,560:   File "/home/anush123/.virtualenvs/myenv/lib/python3.7/site-packages/keras/utils/generic_utils.py",line 145,in deserialize_keras_object
2020-09-18 05:00:57,560:     list(custom_objects.items())))
2020-09-18 05:00:57,560:   File "/home/anush123/.virtualenvs/myenv/lib/python3.7/site-packages/keras/engine/sequential.py",line 300,in from_config
2020-09-18 05:00:57,560:     custom_objects=custom_objects)
2020-09-18 05:00:57,561:   File "/home/anush123/.virtualenvs/myenv/lib/python3.7/site-packages/keras/utils/generic_utils.py",line 147,561:     return cls.from_config(config['config'])
2020-09-18 05:00:57,561: 
2020-09-18 05:00:57,561:   File "/home/anush123/.virtualenvs/myenv/lib/python3.7/site-packages/keras/engine/base_layer.py",line 1109,561:     return cls(**config)
2020-09-18 05:00:57,561:   File "/home/anush123/.virtualenvs/myenv/lib/python3.7/site-packages/keras/legacy/interfaces.py",line 91,in wrapper
2020-09-18 05:00:57,561:     return func(*args,**kwargs)

请让我知道我应该进行的更改。

解决方法

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