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FROM nvidia/cuda:11.3.1-cudnn8-devel-ubuntu18.04
CMD nvidia-smi
ENV DEBIAN_FRONTEND noninteractive
RUN apt-get update && apt-get install -y \
git \
make build-essential libssl-dev zlib1g-dev \
libbz2-dev libreadline-dev libsqlite3-dev wget curl llvm \
libncursesw5-dev xz-utils tk-dev libxml2-dev libxmlsec1-dev libffi-dev liblzma-dev \
ffmpeg libsm6 libxext6 cmake libgl1-mesa-glx \
&& rm -rf /var/lib/apt/lists/*
&& git lfs install
RUN useradd -ms /bin/bash user
USER user
ENV HOME=/home/user \
PATH=/home/user/.local/bin:$PATH
RUN curl https://pyenv.run | bash
ENV PATH=$HOME/.pyenv/shims:$HOME/.pyenv/bin:$PATH
RUN pyenv install 3.8.15 && \
pyenv global 3.8.15 && \
pyenv rehash && \
pip install --no-cache-dir --upgrade pip setuptools wheel
ENV WORKDIR=/code
WORKDIR $WORKDIR
RUN chown -R user:user $WORKDIR
RUN chmod -R 777 $WORKDIR
COPY requirements.txt $WORKDIR/requirements.txt
RUN pip install --no-cache-dir --upgrade -r $WORKDIR/requirements.txt
RUN pip install ninja
RUN curl https://github.com/isl-org/DPT/releases/download/1_0/dpt_hybrid-midas-501f0c75.pt --create-dirs -o $WORKDIR/midas_models/dpt_hybrid-midas-501f0c75.pt
RUN curl https://github.com/isl-org/DPT/releases/download/1_0/dpt_large-midas-2f21e586.pt --create-dirs -o $WORKDIR/midas_models/dpt_large-midas-2f21e586.pt
COPY . .
ARG TORCH_CUDA_ARCH_LIST=7.5+PTX
USER root
RUN chown -R user:user $HOME
RUN chmod -R 777 $HOME
RUN chown -R user:user $WORKDIR
RUN chmod -R 777 $WORKDIR
USER user
CMD ["uvicorn", "app:app", "--host", "0.0.0.0", "--port", "7860"] |