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FROM nvidia/cuda:12.1.1-cudnn8-devel-ubuntu22.04 | |
ARG DEBIAN_FRONTEND=noninteractive | |
ENV PYTHONUNBUFFERED=1 | |
RUN apt-get update && apt-get install --no-install-recommends -y \ | |
build-essential \ | |
wget \ | |
git \ | |
&& apt-get clean && rm -rf /var/lib/apt/lists/* | |
WORKDIR /code | |
COPY ./requirements.txt /code/requirements.txt | |
# Set up a new user named "user" with user ID 1000 | |
RUN useradd -m -u 1000 user | |
# Switch to the "user" user | |
USER user | |
# Set home to the user's home directory | |
ENV HOME=/home/user \ | |
PATH=/home/user/.local/bin:$PATH \ | |
PYTHONPATH=$HOME/app \ | |
PYTHONUNBUFFERED=1 \ | |
SYSTEM=spaces | |
# Install miniconda | |
RUN mkdir -p /home/user/conda | |
ENV CONDA_DIR /home/user/conda | |
RUN wget --quiet https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh -O ~/miniconda.sh && \ | |
/bin/bash ~/miniconda.sh -b -p /home/user/conda | |
# Put conda in path so we can use conda activate | |
ENV PATH=$CONDA_DIR/bin:$PATH | |
# Activate | |
RUN conda init bash | |
RUN . /home/user/conda/bin/activate | |
# Install dependencies | |
RUN conda create -n pose python=3.8 | |
RUN conda activate pose | |
RUN pip install torch==2.1.0 torchvision==0.16.0 torchaudio==2.1.0 --index-url https://download.pytorch.org/whl/cu118 | |
RUN pip install -r /code/requirements.txt | |
RUN conda install -c conda-forge cudatoolkit-dev -y | |
ENV CUDA_HOME=$CONDA_PREFIX/pkgs/cuda-toolkit/ | |
RUN pip install "git+https://github.com/facebookresearch/pytorch3d.git@stable" | |
RUN wget https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0/resolve/main/sd_xl_base_1.0.safetensors -P /code/pretrained_models | |
RUN wget https://huggingface.co/stabilityai/sdxl-vae/resolve/main/sdxl_vae.safetensors -P /code/pretrained_models | |
# Set the working directory to the user's home directory | |
WORKDIR $HOME/app | |
# Copy the current directory contents into the container at $HOME/app setting the owner to the user | |
COPY --chown=user . $HOME/app | |
CMD ["python", "app.py"] | |