CutLER / Dockerfile
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FROM nvidia/cuda:11.7.1-cudnn8-devel-ubuntu22.04
ENV DEBIAN_FRONTEND=noninteractive
RUN apt-get update && \
apt-get upgrade -y && \
apt-get install -y --no-install-recommends \
git \
wget \
curl \
# python build dependencies \
build-essential \
libssl-dev \
zlib1g-dev \
libbz2-dev \
libreadline-dev \
libsqlite3-dev \
libncursesw5-dev \
xz-utils \
tk-dev \
libxml2-dev \
libxmlsec1-dev \
libffi-dev \
liblzma-dev && \
apt-get clean && \
rm -rf /var/lib/apt/lists/*
RUN useradd -m -u 1000 user
USER user
ENV HOME=/home/user \
PATH=/home/user/.local/bin:${PATH}
WORKDIR ${HOME}/app
RUN curl https://pyenv.run | bash
ENV PATH=${HOME}/.pyenv/shims:${HOME}/.pyenv/bin:${PATH}
ARG PYTHON_VERSION=3.10.11
RUN pyenv install ${PYTHON_VERSION} && \
pyenv global ${PYTHON_VERSION} && \
pyenv rehash && \
pip install --no-cache-dir -U pip setuptools wheel
RUN pip install --no-cache-dir -U torch==1.13.1 torchvision==0.14.1
RUN pip install --no-cache-dir \
git+https://github.com/facebookresearch/detectron2.git@58e472e \
git+https://github.com/cocodataset/panopticapi.git@7bb4655 \
git+https://github.com/mcordts/cityscapesScripts.git@8da5dd0
RUN pip install --no-cache-dir -U \
numpy==1.23.5 \
scikit-image==0.19.2 \
opencv-python-headless==4.8.0.74 \
Pillow==9.5.0 \
colored==1.4.4
RUN pip install --no-cache-dir -U gradio==3.36.1
COPY --chown=1000 . ${HOME}/app
RUN cd CutLER && patch -p1 < ../patch
ENV PYTHONPATH=${HOME}/app \
PYTHONUNBUFFERED=1 \
GRADIO_ALLOW_FLAGGING=never \
GRADIO_NUM_PORTS=1 \
GRADIO_SERVER_NAME=0.0.0.0 \
GRADIO_THEME=huggingface \
SYSTEM=spaces
CMD ["python", "app.py"]