ImportError: Failed to load the native TensorFlow runtime due to undefined symbol about tensorflow HOT 3 OPEN

@MatthiasNeumueller,
There are at least 3 possible scenarios:

    1. You need to install the MSVC 2019 redistributable
    2. Your CPU does not support AVX2 instructions
    3. Your CPU/Python is on 32 bits
    4. There is a library that is in a different location/not installed on your system that cannot be loaded.

Could you please confirm that you installed Tensorflow using pip and kindly share the steps you have followed to install Tensorflow. It is recommended to follow the installation instructions from here.

#63082 (comment)
#67067 (comment)

Thank you!

from tensorflow.

@tilakrayal thanks for the fast response.

I checked all listed points above and everything is installed and working.

I created a conda environment using conda version 24.5.0 and python version 3.10. Then I installed tensorflow according to the installation instructions shared above using the following command:
python3 -m pip install tensorflow[and-cuda]

After the installation finished successful the verification of tensorflow as stated in the installation instruction shows the following ImportError:

from tensorflow.python.platform import _pywrap_cpu_feature_guard

ImportError: /.../_pywrap_tensorflow_internal.so: undefined symbol: _ZN10tensorflow10OpRegistry8RegisterERKSt8functionIFN4absl12lts_202308026StatusEPNS_18OpRegistrationDataEEE

from tensorflow.

@tilakrayal any update on this issue?

from tensorflow.