TensorFlow is not working properly

[kemalkilicaslan]

Although I installed both pip install tensorflow and pip install tensorflow-cpu version 2.15.0 of TensorFlow with Python version 3.11.5 in Anaconda Navigator version 23.7.4 on my Apple MacBook M1 Pro 10 CPU 16 GPU device, I cannot use TensorFlow and its modules on my local computer. I am waiting for your help as soon as possible, thanks.

[ShakirKhurshid]

M1 has an ARM architecture so TensorFlow needs to be installed with compatibility for that architecture. You can check this forum and see if it helps.
Install tensorflow on M1.

[kemalkilicaslan]

Unfortunately it didn't help me to solve the problem, I tried many but not all of the other versions but with no results.

[Krishna9588]

I think your issue is because of Apple Silicon (M1/M2) - Chip. Follow these steps and try to reinstall TensorFlow, if your issue is not resolved, pin me, and I will try to provide an alternative solution.

1. Uninstall any existing TensorFlow versions:

   pip uninstall tensorflow tensorflow-cpu tensorflow-macos tensorflow-metal -y

2. Install the correct TensorFlow version for macOS:

   pip install tensorflow-macos  
   pip install tensorflow-metal  

3. Verify the installation: - In any test.py file

   import tensorflow as tf  
   print(tf.__version__)  
   print(tf.config.list_physical_devices('GPU'))  

4. (If using Conda) Create a new environment:

   conda create --name tf_env python=3.11  
   conda activate tf_env  
   pip install tensorflow-macos tensorflow-metal  

Step - 2 will surely resolve your issue.
Thank you.

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