Attributeerror: 'tuple' object has no attribute 'layer' problem solving

One 、 Problem description

install keras_bert、tensorflow、keras after , The original program works well , After training two models, everything is normal , Then because of Bert English participle hour ,keras_bert Not meeting the requirements , tried transformers and bert4keras Medium tokenizer after , All of a sudden, an error was reported , There is a problem with model generation .

 

 

Looking up the data of many parties shows that the version is incompatible ,tensorflow2.0 The above will appear and keras Version of the problem .

Two 、 Problem solving

  Test passed version 1：

python == 3.6

tensorflow-gpu == 2.2.0

keras == 2.4.3

keras_bert == 0.89.0

  edition 2：

python 2.7 + tensorflow 1.13 + keras 2.2.4

3、 ... and 、 Problem solving

Version matching is very important ！！！

thus , Problem solving ！