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FROM nvidia/cuda:11.3.1-devel-ubuntu20.04
ARG DEBIAN_FRONTEND=noninteractive
ENV PYTHONUNBUFFERED=1
ENV TORCH_CUDA_ARCH_LIST="6.0 6.1 7.0 7.5 8.0 8.6"
ENV TCNN_CUDA_ARCHITECTURES=86;80;75;70;61;60
ENV FORCE_CUDA=1
ENV CUDA_HOME=/usr/local/cuda
ENV PATH=${CUDA_HOME}/bin:/home/${USER_NAME}/.local/bin:${PATH}
ENV LD_LIBRARY_PATH=${CUDA_HOME}/lib64:${LD_LIBRARY_PATH}
ENV LIBRARY_PATH=${CUDA_HOME}/lib64/stubs:${LIBRARY_PATH}
RUN apt-get update && DEBIAN_FRONTEND=noninteractive apt-get install -y --no-install-recommends \
build-essential \
curl \
git \
libegl1-mesa-dev \
libgl1-mesa-dev \
libgles2-mesa-dev \
libglib2.0-0 \
libsm6 \
libxext6 \
libxrender1 \
python-is-python3 \
python3-dev \
python3-pip \
wget \
&& rm -rf /var/lib/apt/lists/*
# Set up a new user named "user" with user ID 1000
RUN useradd -m -u 1000 user
# Switch to the "user" user
USER user
# Set home to the user's home directory
ENV HOME=/home/user \
PATH=/home/user/.local/bin:$PATH \
PYTHONPATH=$HOME/app \
PYTHONUNBUFFERED=1 \
GRADIO_ALLOW_FLAGGING=never \
GRADIO_NUM_PORTS=1 \
GRADIO_SERVER_NAME=0.0.0.0 \
GRADIO_THEME=huggingface \
SYSTEM=spaces
RUN pip install --upgrade pip ninja
RUN pip install setuptools==69.5.1
RUN pip install torch==1.12.1+cu113 torchvision==0.13.1+cu113 torchaudio==0.12.1 --extra-index-url https://download.pytorch.org/whl/cu113
RUN python -c "import torch; print(torch.version.cuda)"
COPY requirements.txt /tmp
RUN cd /tmp && pip install -r requirements.txt
# install pointnet2_ops from snowflake
RUN git clone https://github.com/AllenXiangX/SnowflakeNet.git /home/user/SnowflakeNet
WORKDIR /home/user/SnowflakeNet/models/pointnet2_ops_lib
RUN python setup.py install --user
# install pytorch3d
RUN git clone -b v0.7.3 https://github.com/facebookresearch/pytorch3d.git /home/user/pytorch3d-0.7.3
WORKDIR /home/user/pytorch3d-0.7.3
RUN python setup.py install --user
RUN nvcc -V
# install torch-scatter
RUN git clone https://github.com/rusty1s/pytorch_scatter.git /home/user/pytorch_scatter
WORKDIR /home/user/pytorch_scatter
RUN python setup.py install --user
# install diff-gaussian-rasterization
RUN git clone --recursive https://github.com/graphdeco-inria/diff-gaussian-rasterization.git /home/user/diff-gaussian-rasterization
WORKDIR /home/user/diff-gaussian-rasterization
RUN python setup.py install --user
# 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
RUN git clone https://github.com/dylanebert/gradio-splatting.git gradio_splatting
CMD ["python", "app.py"] |