Dockerfile

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/*

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
COPY . .

RUN pip install --no-cache-dir --upgrade -r $WORKDIR/requirements.txt

ARG TORCH_CUDA_ARCH_LIST=7.5+PTX


RUN pip install ninja

USER root
RUN chown -R user:user /usr
RUN chmod -R 777 /usr
RUN chown -R user:user $HOME
RUN chmod -R 777 $HOME
RUN chown -R user:user $WORKDIR
RUN chmod -R 777 $WORKDIR

USER user
RUN ln -s $WORKDIR/oneformer/modeling/pixel_decoder/ops/ $WORKDIR/ && ls && cd ops/ && FORCE_CUDA=1 python setup.py build --build-base=$WORKDIR/ install --user && cd ..
RUN sh deform_setup.sh

USER user
RUN sh deform_setup.sh

RUN mkdir -p examples
RUN wget https://github.com/SHI-Labs/OneFormer-Colab/blob/master/samples/ade20k.jpeg -P $WORKDIR/examples/
RUN wget https://github.com/SHI-Labs/OneFormer-Colab/blob/master/samples/cityscapes.png -P $WORKDIR/examples/
RUN wget https://github.com/SHI-Labs/OneFormer-Colab/blob/master/samples/coco.jpeg -P $WORKDIR/examples/

USER user

EXPOSE 7860

ENTRYPOINT ["python", "gradio_app.py"]