荘の学習メモ

1. Install CUDA, cuDNN CUDA: (1) Remove old version sudo apt-get purge nvidia* sudo apt-get autoremove sudo apt-get autoclean sudo rm -rf /usr/local/cuda* (2) Download and install CUDA toolkit 11.3 [1] $ wget https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2004/x86_64/cuda-ubuntu2004.pin $ sudo mv cuda-ubuntu2004.pin /etc/apt/preferences.d/cuda-repository-pin-600 $ wget https://developer.download.nvidia.com/compute/cuda/11.3.0/local_installers/cuda-repo-ubuntu2004-11-3-local_11.3.0-465.19.01-1_amd64.deb $ sudo dpkg -i cuda-repo-ubuntu2004-11-3-local_11.3.0-465.19.01-1_amd64.deb $ sudo apt-key add /var/cuda-repo-ubuntu2004-11-3-local/7fa2af80.pub $ sudo apt-get update $ sudo apt-get -y install cuda (3) Check $ cd /usr/local/cuda-11.3/samples/1_Utilities/deviceQuery $ sudo make $ ./deviceQuery ex: cuDNN: (1) Download cuDNN 8.2.1 [2]  (2) Install extract cudnn-11.3-linux-x64-v8.2.1.32.tgz $ cd cuda $ sudo cp cuda/include/cudnn.h /usr/local/cuda-11.3/include/...

1. Install Docker Engine [1] $ sudo apt-get remove docker docker-engine docker.io containerd runc $ sudo apt-get update   $ sudo apt-get install apt-transport-https ca-certificates curl gnupg-agent software-properties-common $ curl -fsSL https://download.docker.com/linux/ubuntu/gpg | sudo apt-key add - $ sudo add-apt-repository "deb [arch=amd64] https://download.docker.com/linux/ubuntu $(lsb_release -cs) stable" $ sudo apt-get update $ sudo apt-get install docker-ce docker-ce-cli containerd.io 2. Add your account into docker group $ sudo gpasswd -a $USER docker $ sudo reboot 3. Install nvidia-container-runtime [2] $ curl -s -L https://nvidia.github.io/nvidia-container-runtime/gpgkey | sudo apt-key add - $ distribution=$(. /etc/os-release;echo $ID$VERSION_ID) $ curl -s -L https://nvidia.github.io/nvidia-container-runtime/$distribution/nvidia-container-runtime.list | sudo tee /etc/apt/sources.list.d/nvidia-container-runtime.list $ sudo apt update $ sudo apt install nvidia-con...