TensorFlow Debian

tensorflow_debian.txt

0. See:

   https://www.tensorflow.org/install/source#tested_build_configurations

1. Install Miniconda from https://docs.anaconda.com/free/miniconda/

   cd ~/Downloads
   wget https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh
   bash Miniconda3-latest-Linux-x86_64.sh -b -u -p ~/miniconda3
   # rm -r Miniconda3-latest-Linux-x86_64.sh # (optional)
   ~/miniconda3/bin/conda init bash
   cd
   source .bashrc

2. Install tensorflow and required packages (see https://medium.com/nerd-for-tech/installing-tensorflow-with-gpu-acceleration-on-linux-f3f55dd15a9):

   conda create -y --name TF python=3.9
   conda activate TF
   conda install -y -c conda-forge cudatoolkit cudnn
   pip install --upgrade pip
   pip install tensorflow==2.11

3. Test (a GPU should be listed):

   python3 -c "import tensorflow as tf; print(tf.config.list_physical_devices('GPU'))"