Question

I'm trying to load a model trained with keras by running:

model = load_model('model.h5')

but I get the following:

File "<stdin>", line 1, in <module>
File "/usr/local/lib/python3.5/dist-packages/keras/models.py", line 258, in load_model
custom_objects=custom_objects)
File "/usr/local/lib/python3.5/dist-packages/keras/optimizers.py", line 689, in deserialize
printable_module_name='optimizer')
File "/usr/local/lib/python3.5/dist-packages/keras/utils/generic_utils.py", line 142, in deserialize_keras_object
return cls.from_config(config['config'])
File "/usr/local/lib/python3.5/dist-packages/keras/optimizers.py", line 127, in from_config
return cls(**config)
File "/usr/local/lib/python3.5/dist-packages/keras/optimizers.py", line 403, in __init__
super(Adam, self).__init__(**kwargs)
File "/usr/local/lib/python3.5/dist-packages/keras/optimizers.py", line 63, in __init__
'passed to optimizer: ' + str(k))
TypeError: Unexpected keyword argument passed to optimizer: amsgrad

I'm using Keras 2.1.2 and tensorflow 1.4.1

Answer 1

AMSgrad已于2017年12月11日添加到Keras https://github.com/keras-team/keras/pull/8693，而Keras 2.1.2已于2012年12月1日建成https://github.com/keras-team/keras/releases/tag/2.1.2

因此，如果模型使用它，您需要等待下一个版本或从头开始安装Keras。

Answer 2

需要Keras版本2.1.3，因此您可以使用

pip install keras==2.1.3

Keras load_model returning Unexpected keyword argument passed to optimizer: amsgrad

2 个答案: