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FROM nvidia/cuda:11.7.1-cudnn8-devel-ubuntu22.04 |
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ENV DEBIAN_FRONTEND=noninteractive |
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RUN apt-get update && \ |
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apt-get upgrade -y && \ |
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apt-get install -y --no-install-recommends \ |
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git \ |
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wget \ |
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curl \ |
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build-essential \ |
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libssl-dev \ |
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zlib1g-dev \ |
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libbz2-dev \ |
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libreadline-dev \ |
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libsqlite3-dev \ |
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libncursesw5-dev \ |
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xz-utils \ |
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tk-dev \ |
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libxml2-dev \ |
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libxmlsec1-dev \ |
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libffi-dev \ |
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liblzma-dev && \ |
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apt-get clean && \ |
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rm -rf /var/lib/apt/lists/* |
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RUN useradd -m -u 1000 user |
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USER user |
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ENV HOME=/home/user \ |
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PATH=/home/user/.local/bin:${PATH} |
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WORKDIR ${HOME}/app |
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RUN curl https://pyenv.run | bash |
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ENV PATH=${HOME}/.pyenv/shims:${HOME}/.pyenv/bin:${PATH} |
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ARG PYTHON_VERSION=3.10.11 |
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RUN pyenv install ${PYTHON_VERSION} && \ |
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pyenv global ${PYTHON_VERSION} && \ |
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pyenv rehash && \ |
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pip install --no-cache-dir -U pip setuptools wheel |
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RUN pip install --no-cache-dir -U torch==1.8.1 torchvision==0.9.1 |
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RUN pip install --no-cache-dir \ |
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git+https://github.com/facebookresearch/detectron2.git@58e472e \ |
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git+https://github.com/cocodataset/panopticapi.git@7bb4655 \ |
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git+https://github.com/mcordts/cityscapesScripts.git@8da5dd0 |
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RUN pip install --no-cache-dir -U \ |
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numpy==1.23.5 \ |
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scikit-image==0.19.2 \ |
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opencv-python-headless==4.8.0.74 \ |
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Pillow==9.5.0 \ |
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colored==1.4.4 |
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RUN pip install --no-cache-dir -U gradio==4.43.0 |
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RUN pip install -U "huggingface_hub[cli]" |
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COPY --chown=1000 . ${HOME}/app |
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RUN git clone https://github.com/facebookresearch/CutLER.git |
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RUN cd CutLER && patch -p1 < ../patch |
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ENV PYTHONPATH=${HOME}/app \ |
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PYTHONUNBUFFERED=1 \ |
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GRADIO_ALLOW_FLAGGING=never \ |
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GRADIO_NUM_PORTS=1 \ |
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GRADIO_SERVER_NAME=0.0.0.0 \ |
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GRADIO_THEME=huggingface \ |
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SYSTEM=spaces |
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CMD ["python", "app.py"] |
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