How to install PyTorch and TensorFlow together with GPU support | Tutorial | Techy Man's Solutions
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Drivers:
Download latest drivers (by website): https://www.nvidia.com/download/index...
Download latest drivers (by GeForce Experience): https://www.nvidia.com/en-in/geforce/... (Recommended)
Then verify by using: nvidia-smi (in cmd)
Install conda:
https://repo.anaconda.com/miniconda/M...
Tick the delete cache after installing checkbox in the installer
TensorFlow:
conda create -n tensorflow_env python=3.8
conda activate tensorflow_env
conda config --add channels conda-forge
conda config --set channel_priority strict
conda install cudatoolkit=11.2 cudnn=8.1 -c conda-forge
conda install tensorflow-gpu=2.10 -c conda-forge
Verifictaion: python -c "import tensorflow as tf; print(tf.config.list_physical_devices('GPU'))"
Exit the environtment:
conda deactivate
PyTorch:
conda create -n pytorch_env python=3.11
conda activate pytorch_env
conda config --add channels conda-forge
conda config --set channel_priority strict
conda install pytorch torchvision torchaudio pytorch-cuda=12.1 -c pytorch -c nvidia
Verification: import torch
torch.cuda.is_available()
Exit the environtment:
conda deactivate
Now you have both TensorFlow and PyTorch installed.
Just log in to different ennironments to use them
conda activate pytorch_env (for pytorch)
conda activate tensorflow_env (for tensorflow)
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