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keras-team / autokeras

AutoML library for deep learning
http://autokeras.com/
Apache License 2.0
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Bug: import autokeras as ak --> ModuleNotFoundError: No module named 'tensorflow.keras.layers.experimental' #1906

Open Aya121298 opened 6 months ago

Aya121298 commented 6 months ago

Bug Description

ModuleNotFoundError: No module named 'tensorflow.keras.layers.experimental' ModuleNotFoundError Traceback (most recent call last) [](https://localhost:8080/#) in () 6 from keras.utils import to_categorical 7 import numpy as np ----> 8 import autokeras as ak 9 import matplotlib.pyplot as plt 10 plt.style.use('fivethirtyeight') 7 frames [/usr/local/lib/python3.10/dist-packages/autokeras/keras_layers.py](https://localhost:8080/#) in 18 from tensorflow import nest 19 from tensorflow.keras import layers ---> 20 from tensorflow.keras.layers.experimental import preprocessing 21 22 from autokeras.utils import data_utils ModuleNotFoundError: No module named 'tensorflow.keras.layers.experimental' ### Bug Reproduction Code for reproducing the bug: Data used by the code: !pip install autokeras import tensorflow as tf import numpy as np import autokeras as ak ### Expected Behavior

The expected behavior is for the code to run as there are dependencies that depend on the library

Setup Details

Include the details about the versions of:

  • OS type and version: google colab
  • Python: Python 3
  • autokeras:
  • keras-tuner:
  • scikit-learn:
  • numpy:
  • pandas:
  • tensorflow:

Additional context

WARNING:tensorflow:From /usr/local/lib/python3.10/dist-packages/tensorflow/python/autograph/pyct/static_analysis/liveness.py:83: Analyzer.lamba_check (from tensorflow.python.autograph.pyct.static_analysis.liveness) is deprecated and will be removed after 2023-09-23. Instructions for updating: Lambda fuctions will be no more assumed to be used in the statement where they are used, or at least in the same block. https://github.com/tensorflow/tensorflow/issues/56089

Kinddor commented 6 months ago

I have the same problem.

haifeng-jin commented 6 months ago

You can either downgrade the TensorFlow version to less than 2.16. Or Use 2.16 or above versions of TensorFlow and install the corresponding tf_keras, and then export the environment variable TF_USE_LEGACY_KERAS=1.

AutoKeras does not support Keras 3 yet.

diramazioni commented 6 months ago

@haifeng-jin this works for me ty

Aya121298 commented 6 months ago

thank you

From: Haifeng Jin @.> Sent: Thursday, March 14, 2024 12:45 AM To: keras-team/autokeras @.> Cc: Aya121298 @.>; Author @.> Subject: Re: [keras-team/autokeras] Bug: import autokeras as ak --> ModuleNotFoundError: No module named 'tensorflow.keras.layers.experimental' (Issue #1906)

You can either downgrade the TensorFlow version to less than 2.16. Or Use 2.16 or above versions of TensorFlow and install the corresponding tf_keras, and then export the environment variable TF_USE_LEGACY_KERAS=1.

AutoKeras does not support Keras 3 yet.

— Reply to this email directly, view it on GitHubhttps://github.com/keras-team/autokeras/issues/1906#issuecomment-1996016885, or unsubscribehttps://github.com/notifications/unsubscribe-auth/BEY2HW247ELFKCCDXCEATL3YYDJIRAVCNFSM6AAAAABES534RWVHI2DSMVQWIX3LMV43OSLTON2WKQ3PNVWWK3TUHMYTSOJWGAYTMOBYGU. You are receiving this because you authored the thread.Message ID: @.***>

Aya121298 commented 6 months ago

Do you know when this might be fixed for keras 3 to be supported? Regards Aya

From: Haifeng Jin @.> Sent: Thursday, March 14, 2024 12:45 AM To: keras-team/autokeras @.> Cc: Aya121298 @.>; Author @.> Subject: Re: [keras-team/autokeras] Bug: import autokeras as ak --> ModuleNotFoundError: No module named 'tensorflow.keras.layers.experimental' (Issue #1906)

You can either downgrade the TensorFlow version to less than 2.16. Or Use 2.16 or above versions of TensorFlow and install the corresponding tf_keras, and then export the environment variable TF_USE_LEGACY_KERAS=1.

AutoKeras does not support Keras 3 yet.

— Reply to this email directly, view it on GitHubhttps://github.com/keras-team/autokeras/issues/1906#issuecomment-1996016885, or unsubscribehttps://github.com/notifications/unsubscribe-auth/BEY2HW247ELFKCCDXCEATL3YYDJIRAVCNFSM6AAAAABES534RWVHI2DSMVQWIX3LMV43OSLTON2WKQ3PNVWWK3TUHMYTSOJWGAYTMOBYGU. You are receiving this because you authored the thread.Message ID: @.***>

Aya121298 commented 6 months ago

@haifeng-jin this works for me ty

does the execution go all the way?

Aya121298 commented 6 months ago

I tried using the tensorflow==2.15.0 and restarted the kernel, imported os and the tensorflow amc it worked. Thank you

keesh0 commented 3 months ago

Installing tensorflow==2.15.0 worked for me too.

GuidoBartoli commented 3 months ago

AutoKeras does not support Keras 3 yet.

Is there any update or estimation on this? We switched to TensorFlow 2.16 some weeks ago and it would be really nice to keep using AutoKeras with it.