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55 lines
1.8 KiB
55 lines
1.8 KiB
# 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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