cannot import name 'Sequence' from 'keras.utils'

Question

when I use 'import talos' I get the following error:

Traceback (most recent call last):
  File "C:/Users/Mirijam/Desktop/rp/RNN_classification/classification.py", line 4, in <module>
    import talos
  File "C:\Users\Mirijam\Desktop\rp\venv\lib\site-packages\talos\__init__.py", line 14, in <module>
    from . import utils
  File "C:\Users\Mirijam\Desktop\rp\venv\lib\site-packages\talos\utils\__init__.py", line 11, in <module>
    from .sequence_generator import SequenceGenerator
  File "C:\Users\Mirijam\Desktop\rp\venv\lib\site-packages\talos\utils\sequence_generator.py", line 1, in <module>
    from keras.utils import Sequence
ImportError: cannot import name 'Sequence' from 'keras.utils' (C:\Users\Mirijam\Desktop\rp\venv\lib\site-packages\keras\utils\__init__.py)

My keras version is 2.5.0. My other Keras imports seems to be working.

user11530462 · Accepted Answer · 2021-05-27 14:22:38Z

8

I was able to replicate your issue, you can refer working code as shown below

import talos
import keras

print(talos.__version__)
print(keras.__version__)

from keras.utils import Sequence

Output:

1.0.0
2.5.0

ImportError                               Traceback (most recent call last)
<ipython-input-14-064232ea7706> in <module>()
----> 1 from keras.utils import Sequence # it wont work

ImportError: cannot import name 'Sequence' from 'keras.utils' (/usr/local/lib/python3.7/dist-packages/keras/utils/__init__.py)

Fixed code:

From Tensorflow 2.x onward, keras is no longer maintained and it became a part of Tensorflow. I would recommend instead of import Sequence from keras, you should try from tensorflow as shown below

from tensorflow.keras.utils import Sequence

For more information you can refer here.

answered May 27, 2021 at 14:22

user11530462

Sign up to request clarification or add additional context in comments.

1 Comment

Aelius Over a year ago

In my case the error still persisted and I needed to uninstall and reinstall keras accordingly to the tensorflow version. Then the solution proposed here worked fine, even if my editor says that tensorflow.keras.utils can not be resolved.

Collectives™ on Stack Overflow

cannot import name 'Sequence' from 'keras.utils'

1 Answer 1

1 Comment

Your Answer

Linked

Hot Network Questions

Collectives™ on Stack Overflow

1 Answer 1

1 Comment

Your Answer

Sign up or log in

Post as a guest

Linked

Related