NVIDIA驱动，CUDA，CONDA环境安装

NVIDIA驱动安装

1. 检查驱动信息

 last reboot
 uname -r
 cat /var/log/apt/history.log
 nvidia-smi
 ll /usr/src/
 lsmod |grep nvidia
 lspci |grep -i nvidia
 dmesg -i |grep nvidia
 dmesg |grep -i  nvidia
 dmesg |grep -i  nvrm
dpkg --get-selections | grep linux-image

2. 查看加载内核版本

zgrep -ai BOOT_IMAGE /var/log/syslog*
cat /boot/grub/grub.cfg |grep 4.15
cat /etc/default/grub

3. 卸载NVIDIA驱动

sudo apt-get  --purge remove nvidia*

4. 卸载cuda

./usr/local/cuda/bin/cuda-uninstaller

5. 安装NVIDIA及CUDA

apt-get update
sudo apt-get install nvidia-driver-470
wget https://developer.download.nvidia.com/compute/cuda/11.4.4/local_installers/cuda_11.4.4_470.82.01_linux.run
chmod +x cuda_11.4.4_470.82.01_linux.run
./cuda_11.4.4_470.82.01_linux.run --toolkit --samples --silent
nvidia-smi -pm 1
nvidia-smi
/usr/local/cuda/bin/nvcc -V

环境变量

export PATH=/usr/local/cuda-11.4/bin${PATH:+:${PATH}}
export LD_LIBRARY_PATH=/usr/local/cuda-11.4/lib64${LD_LIBRARY_PATH:+:${LD_LIBRARY_PATH}}

CONDA环境安装

wget https://mirrors.tuna.tsinghua.edu.cn/anaconda/archive/Anaconda3-2022.05-Linux-x86_64.sh
bash Anaconda3-2022.05-Linux-x86_64.sh
conda env create -f deep3d_env.yaml
conda env list
conda config --show-sources
conda config --remove channels https://anaconda.org/brown-data-science/gcc/5.4.0/download
conda config --add channels https://mirror.sjtu.edu.cn/anaconda/cloud/conda-forge
conda config --add channels https://mirror.sjtu.edu.cn/anaconda/pkgs/main
conda config --add channels defaults

环境变量设置

vim /root/.bashrc
# >>> conda initialize >>>
# !! Contents within this block are managed by 'conda init' !!
__conda_setup="$('/data/anaconda3/bin/conda' 'shell.bash' 'hook' 2> /dev/null)"
if [ $? -eq 0 ]; then
    eval "$__conda_setup"
else
    if [ -f "/data/anaconda3/etc/profile.d/conda.sh" ]; then
        . "/data/anaconda3/etc/profile.d/conda.sh"
    else
        export PATH="/data/anaconda3/bin:$PATH"
    fi
fi
unset __conda_setup

更新驱动：
add-apt-repository ppa:graphics-drivers/ppa
apt install -y libnvidia-common-535 libnvidia-gl-535 libnvidia-extra-535
apt install nvidia-driver-535 -y
nvidia-smi
reboot
wget https://developer.download.nvidia.com/compute/cuda/12.2.2/local_installers/cuda_12.2.2_535.104.05_linux.run
bash cuda_12.2.2_535.104.05_linux.run
ll /usr/local/cuda-12.2//
``