python - Enabling GPU support for tensorflow in virtual enviroment for older version of tensorflow

Question

I have followed the instructions for enabling GPU support https://www.tensorflow.org/install/gpu?hl=ur - which installs CUDA dependencies for GPU to operate.

I have a native Python 3.8.5 with Tensorflow 2.4.1, the latest release, and Python 3.7.9 with Tensorflow 2.0.0 installed in the virtual environment.

These instructions seem to be generic for all versions, because they simply install the CUDA toolkit and some additional libraries.

However, only the native python sees the GPU, and the one in the virtual environment does not. What needs to be done in order to enable GPU support for the virtual environment as well? Or it is due to the fact, that this version of CUDA Toolkit is too modern for Tensorflow 2.0.0?

question from:https://stackoverflow.com/questions/65883809/enabling-gpu-support-for-tensorflow-in-virtual-enviroment-for-older-version-of-t

Answer 1

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