when i predict on my test data set ,i got this problem.

[ohho-zb]

ValueError: Assignment map with scope only name dense_37 should map to scope only dense_37/bias. Should be 'scope/': 'other_scope/'.

[Wanjun0511]

facing same problem

[semal]

Got same problem.

[fengchangmin666]

Got same problem.

[Realvincentyuan]

I am also searching for the parser to parse new raw text and convert it into the format that the model is able to take in. Any reference?

I made it, will update the results later.

[zwd13122889]

Excuse me. Where does the label_test.txt come from? Man made or machine generated?

[LittleSJL]

Same problem. When i loaded the saved checkpoint to predict on the test set, i got this error message:

ValueError: Assignment map with scope only name dense_37 should map to scope only dense_37/bias. Should be 'scope/': 'other_scope/'.

[LittleSJL]

Same problem. When i loaded the saved checkpoint to predict on the test set, i got this error message:

ValueError: Assignment map with scope only name dense_37 should map to scope only dense_37/bias. Should be 'scope/': 'other_scope/'.

Well, i solved the problem by changing the code 'tf.keras.layers.Dense' to 'tf.layers.dense'

It seems that when adding an additional layer on top of Bert model, using tf.layers.dense would be a better one.