训练报错:AttributeError: module ‘keras.backend‘ has no attribute ‘control_flow_ops‘

训练报错:AttributeError: module ‘keras.backend’ has no attribute 'control_flow_ops’
训练报错:AttributeError: module ‘keras.backend‘ has no attribute ‘control_flow_ops‘

在用Keras训练数据集时,出现如上错误
经查询原因是现有keras版本过高,与tensorflow不匹配

解决方式:降级keras版本:
Windows下:
pip uninstall keras
pip install keras==2.1.5
实测有效