Jiale Xu
8 months ago
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GitHub
2 changed files with 68 additions and 0 deletions
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# get the development image from nvidia cuda 12.1 |
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FROM nvidia/cuda:12.1.0-cudnn8-devel-ubuntu20.04 |
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LABEL name="instantmesh" \ |
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maintainer="instantmesh" |
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# create workspace folder and set it as working directory |
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RUN mkdir -p /workspace/instantmesh |
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WORKDIR /workspace |
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# Set the timezone |
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ENV DEBIAN_FRONTEND=noninteractive |
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RUN apt-get update && \ |
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apt-get install -y tzdata && \ |
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ln -fs /usr/share/zoneinfo/Asia/Shanghai /etc/localtime && \ |
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dpkg-reconfigure --frontend noninteractive tzdata |
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# update package lists and install git, wget, vim, libegl1-mesa-dev, and libglib2.0-0 |
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RUN apt-get update && \ |
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apt-get install -y git wget vim libegl1-mesa-dev libglib2.0-0 unzip |
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# install conda |
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RUN wget https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh && \ |
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chmod +x Miniconda3-latest-Linux-x86_64.sh && \ |
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./Miniconda3-latest-Linux-x86_64.sh -b -p /workspace/miniconda3 && \ |
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rm Miniconda3-latest-Linux-x86_64.sh |
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# update PATH environment variable |
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ENV PATH="/workspace/miniconda3/bin:${PATH}" |
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# initialize conda |
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RUN conda init bash |
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# create and activate conda environment |
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RUN conda create -n instantmesh python=3.10 && echo "source activate instantmesh" > ~/.bashrc |
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ENV PATH /workspace/miniconda3/envs/instantmesh/bin:$PATH |
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RUN conda install Ninja |
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RUN conda install cuda -c nvidia/label/cuda-12.1.0 -y |
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RUN pip install torch==2.1.0 torchvision==0.16.0 torchaudio==2.1.0 --index-url https://download.pytorch.org/whl/cu121 |
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RUN pip install xformers==0.0.22.post7 |
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RUN pip install triton |
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# change the working directory to the repository |
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WORKDIR /workspace/instantmesh |
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# other dependencies |
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ADD ./requirements.txt /workspace/instantmesh/requirements.txt |
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RUN pip install -r requirements.txt |
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COPY . /workspace/instantmesh |
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# Run the command when the container starts |
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CMD ["python", "app.py"] |
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# Docker setup |
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This docker setup is tested on WSL(Ubuntu). |
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make sure you are under directory yourworkspace/instantmesh/ |
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run |
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`docker build -t instantmesh/deploy:cuda12.1 -f docker/Dockerfile .` |
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then run |
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`docker run --gpus all -it instantmesh/deploy:cuda12.1` |
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