# Anaconda Tensorflow and Pytorch ## Tensorflow https://docs.anaconda.com/anaconda/user-guide/tasks/tensorflow/ ``` conda env list conda create -n tf-gpu tensorflow-gpu conda activate tf-gpu conda list conda deactivate conda env remove -n pytorch-gpu ``` ## Pytorch ``` conda create -n pytorch-gpu2 python=3.9 conda activate pytorch-gpu2 conda install pytorch torchvision torchaudio pytorch-cuda=11.7 -c pytorch -c nvidia (check the website(https://pytorch.org/)) conda install -c conda-forge gym conda install -c conda-forge gym-atari conda install -y -c conda-forge pybox2d conda install -c conda-forge tensorboard conda list #check package conda deactivate ``` ## Mix ``` conda create -n breakout tensorflow-gpu conda activate breakout conda install -c conda-forge atari_py wget http://www.atarimania.com/roms/Roms.rar unrar x Roms.rar . python -m atari_py.import_roms ROMS conda install pytorch torchvision torchaudio pytorch-cuda=11.7 -c pytorch -c nvidia (check the website(https://pytorch.org/)) pip install nvitop ``` ## Troubleshoot 1. 'GLIBCXX_3.4.30' not found do: ``` conda install -c conda-forge gcc=12.1.0 ``` 2. Could not create GL context ``` pyglet.gl.ContextException: Could not create GL context ``` do: ``` conda install -c conda-forge libstdcxx-ng ``` # Test ``` import torch device = torch.device('cuda' if torch.cuda.is_available() else 'cpu') print(torch.cuda.is_available()) print(torch.cuda.device_count()) print(torch.cuda.current_device()) print(torch.cuda.get_device_name(0)) import tensorflow as tf tf.test.is_gpu_available() ```