78 lines
2.8 KiB
Docker
78 lines
2.8 KiB
Docker
# syntax=docker/dockerfile:1
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FROM nvidia/cuda:12.1.0-cudnn8-devel-ubuntu20.04
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ARG DEBIAN_FRONTEND="noninteractive"
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ENV DEBIAN_FRONTEND=${DEBIAN_FRONTEND}
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ENV MAMBA_ROOT_PREFIX=~/micromamba
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ARG CONDA_ENV_NAME="ldh"
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ENV CONDA_ENV_NAME=${CONDA_ENV_NAME}
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ARG PYTHON_VERSION=3.10
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ENV PYTHON_VERSION=${PYTHON_VERSION}
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ARG ROOT_PASSWD="root"
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ENV ROOT_PASSWD=${ROOT_PASSWD}
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ENV PATH /opt/conda/bin:/opt/conda/envs/${CONDA_ENV_NAME}/bin:$PATH
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WORKDIR /root
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SHELL ["/bin/bash", "-c"]
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# base tools
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RUN <<EOT
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#!/bin/bash
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apt-get update
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apt-get install -y wget curl htop jq vim bash libaio-dev build-essential openssh-server
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apt-get install -y --no-install-recommends software-properties-common build-essential autotools-dev nfs-common pdsh cmake g++ gcc curl wget vim tmux emacs less unzip htop iftop iotop ca-certificates openssh-client openssh-server rsync iputils-ping net-tools sudo llvm-dev re2c
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add-apt-repository ppa:git-core/ppa -y
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apt-get install -y git libnuma-dev wget
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# install latest cmake
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wget -O - https://apt.kitware.com/keys/kitware-archive-latest.asc | sudo apt-key add -
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sudo apt-add-repository "deb https://apt.kitware.com/ubuntu/ $(lsb_release -cs) main"
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sudo apt-get update
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sudo apt-get install -y cmake
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# Configure SSH for password and public key authentication
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sed -i 's/#PermitRootLogin prohibit-password/PermitRootLogin yes/' /etc/ssh/sshd_config
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sed -i 's/#PasswordAuthentication yes/PasswordAuthentication yes/' /etc/ssh/sshd_config
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sed -i 's/PubkeyAuthentication no/PubkeyAuthentication yes/' /etc/ssh/sshd_config
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sed -i 's/^#Port 22/Port 22/' /etc/ssh/sshd_config
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sed -i 's/^Port [0-9]*/Port 22/' /etc/ssh/sshd_config
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mkdir /var/run/sshd
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echo 'root:${ROOT_PASSWD}' | chpasswd
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mkdir -p ~/.pip
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# install miniconda
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wget -qO- https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh -O /tmp/miniconda.sh
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bash /tmp/miniconda.sh -b -p /opt/conda
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rm /tmp/miniconda.sh
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conda init bash
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conda create -n ${CONDA_ENV_NAME} python=${PYTHON_VERSION} pyyaml ipython -y
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conda run -n ${CONDA_ENV_NAME} python -m pip install open_clip_torch vidia-ml-py3 opencv-contrib-python
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conda clean -afy
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ln -s /opt/conda/etc/profile.d/conda.sh /etc/profile.d/conda.sh
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echo ". /opt/conda/etc/profile.d/conda.sh" >> ~/.bashrc
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echo "conda activate ${CONDA_ENV_NAME}" >> ~/.bashrc
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# 配置 .condarc 文件
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cat <<EOF > ~/.condarc
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channels:
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- conda-forge
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- bioconda
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- pytorch
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- pytorch-nightly
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- nvidia
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- defaults
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show_channel_urls: true
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EOF
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# 安装 micromamba
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echo 1 | bash <(curl -s https://cdn.jsdelivr.net/gh/hotwa/MicroMamba_Installer@main/install.sh)
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micromamba shell init -s bash -p ~/micromamba
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cat <<'EOF' >> ~/.bashrc
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source ~/micromamba/etc/profile.d/micromamba.sh
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alias mamba=micromamba
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alias mba=mamba
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EOF
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# 配置 .mambarc 文件
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cat <<EOF > ~/.mambarc
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channels:
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- conda-forge
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- bioconda
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- pytorch
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- pytorch-nightly
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- nvidia
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- defaults
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show_channel_urls: true
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EOF
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EOT |