华为开发板常用命令备忘
华为 Atlas/Ascend 系列开发板(如 Atlas 200 DK、Atlas 300I)基于昇腾 NPU,用于 AI 推理和边缘计算。本文记录常用命令。
1. NPU 设备管理
1.1 新用户
创建新用户并且复制ssh公钥,同时添加到HwHiAiUser分组中
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sudo adduser huluhuluu
# sudo useradd -m huluhuluu
sudo usermod -aG HwHiAiUser, docker huluhuluu
sudo usermod -aG root, wheel huluhuluu # 添加sudo权限 慎重
passwd huluhuluu # 设置密码
sudo su huluhuluu
# 设置公钥
cd /home/huluhuluu
mkdir .ssh && cd .ssh
touch authorized_keys && vim authorized_keys
# 设置权限
chmod 700 ~/.ssh
chmod 600 ~/.ssh/authorized_keys
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1.2 查看 NPU 状态
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# 查看 NPU 设备
npu-smi info
# 查看详细芯片信息
npu-smi info -t board -i 0 # 设备 0
# 查看设备映射信息
npu-smi info -m
# 实时监控
watch -n 1 npu-smi info
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1.3 nputop
nputop是一个交互式命令行工具,专门用于监视和管理Ascend NPU上运行的进程, 但是依赖python环境
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# 安装uv
wget -sL https://mirrors.ustc.edu.cn/github-release/astral-sh/uv/LatestRelease/uv-installer.sh | sh
# 通过uv安装nputop
# echo 'alias nputop="uvx --from ascend-nputop nputop"' >> ~/.zshrc # 每次临时使用
uv tool install ascend-nputop # 永久安装,更加建议
# 设置uv源为华为云镜像
echo 'export UV_INDEX_URL= https://repo.huaweicloud.com/repository/pypi/simple' >> ~/.zshrc
# ustc源: https://mirrors.ustc.edu.cn/pypi/simple
# 激活配置
source ~/.zshrc
# 运行 nputop:
nputop
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1.4 重启 NPU 服务
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# 重启驱动服务
sudo service dcgmi restart
# 或
sudo systemctl restart ascend-docker-proxy
# 查看服务状态
sudo systemctl status ascend-docker-proxy
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1.5 启动docker
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# export IMAGE=quay.io/ascend/vllm-ascend:v0.13.0-a3
export IMAGE=quay.io/ascend/vllm-ascend:v0.17.0rc1 # 这里的版本需要根据实际情况调整,建议使用最新版本
docker run --privileged \
--name vllm-ascend-huluhulu \
--shm-size=1g \
--net=host \
--device /dev/davinci0 \
--device /dev/davinci1 \
--device /dev/davinci2 \
--device /dev/davinci3 \
--device /dev/davinci4 \
--device /dev/davinci5 \
--device /dev/davinci6 \
--device /dev/davinci7 \
--device /dev/davinci_manager \
--device /dev/devmm_svm \
--device /dev/hisi_hdc \
-v /usr/local/dcmi:/usr/local/dcmi \
-v /usr/local/Ascend/driver/tools/hccn_tool:/usr/local/Ascend/driver/tools/hccn_tool \
-v /usr/local/sbin/npu-smi:/usr/local/sbin/npu-smi \
-v /usr/local/Ascend/driver/lib64/:/usr/local/Ascend/driver/lib64/ \
-v /usr/local/Ascend/driver/version.info:/usr/local/Ascend/driver/version.info \
-v /etc/ascend_install.info:/etc/ascend_install.info \
-v /root/.cache:/root/.cache \
-it $IMAGE bash -c "source /usr/local/Ascend/ascend-toolkit/set_env.sh && source /usr/local/Ascend/nnal/atb/set_env.sh && /bin/bash"
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2. 安装常用包
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# 换apt源
# sudo cp /etc/apt/sources.list /etc/apt/sources.list.backup # 备份
# 写入配置(注意:必须用 sudo sh -c 包裹整个重定向)
sh -c 'echo "deb https://mirrors.ustc.edu.cn/ubuntu-ports/ jammy main restricted universe multiverse
deb https://mirrors.ustc.edu.cn/ubuntu-ports/ jammy-updates main restricted universe multiverse
deb https://mirrors.ustc.edu.cn/ubuntu-ports/ jammy-backports main restricted universe multiverse
deb https://mirrors.ustc.edu.cn/ubuntu-ports/ jammy-security main restricted universe multiverse" > /etc/apt/sources.list'
# 更新软件包列表
apt-get update
# 安装常用工具
apt-get install sudo zsh gzip netcat pv tmux htop lsof aria2 pigz git-lfs -y
# 配置 zsh
git clone https://gitee.com/mirror-hub/ohmyzsh.git ~/.oh-my-zsh
# 插件
cp ~/.oh-my-zsh/templates/zshrc.zsh-template ~/.zshrc
git clone https://gitee.com/mirror-hub/zsh-syntax-highlighting.git ~/.oh-my-zsh/custom/plugins/zsh-syntax-highlighting
git clone https://gitee.com/mirror-hub/zsh-autosuggestions.git ~/.oh-my-zsh/custom/plugins/zsh-autosuggestions
# 启用插件
echo "autoload -U compinit && compinit" >> ~/.zshrc
sed -i '/^plugins=/c\plugins=(git sudo z zsh-syntax-highlighting zsh-autosuggestions)' ~/.zshrc
# 自动切换zsh
touch ~/.bash_profile
changeshell="exec $(which zsh) -l"
echo "$changeshell" >> ~/.bash_profile
# 切换到zsh
exec zsh -l
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2.1 安装minifoge
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# 下载aarch版安装脚本
wget https://mirror.nju.edu.cn/github-release/conda-forge/miniforge/LatestRelease/Miniforge3-Linux-aarch64.sh
# 安装和删除
bash Miniforge3-Linux-aarch64.sh -b
rm -rf Miniforge3-Linux-aarch64.sh
# 设置环境变量
echo 'source ~/miniforge3/etc/profile.d/conda.sh' >> ~/.zshrc # 这里的路径注意要匹配
# 可执行权限
chmod u+x ~/miniforge3/etc/profile.d/conda.sh
source ~/.zshrc # 使配置生效
# 初始化并且配置清华源
conda init zsh && source ~/.zshrc
# 配置ustc源
conda config --add channels https://mirrors.ustc.edu.cn/anaconda/pkgs/main/
conda config --add channels https://mirrors.ustc.edu.cn/anaconda/pkgs/free/
conda config --add channels https://mirrors.ustc.edu.cn/anaconda/cloud/conda-forge/
conda config --add channels https://mirrors.ustc.edu.cn/anaconda/cloud/bioconda/
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参考链接