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FROM pytorch/pytorch:2.0.1-cuda11.7-cudnn8-runtime | |
ENV DEBIAN_FRONTEND=noninteractive | |
RUN apt-get update && apt-get install -y git libgl1-mesa-glx libglib2.0-0 | |
RUN apt-get update && apt-get install -y unzip build-essential aria2 | |
RUN useradd -m -u 1000 user | |
USER user | |
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 \ | |
GRADIO_SHARE=False \ | |
SYSTEM=spaces | |
# Set the working directory to the user's home directory | |
WORKDIR $HOME/app | |
# Clone your repository or add your code to the container | |
RUN git clone https://github.com/sczhou/ProPainter.git $HOME/app | |
# Install specific versions of PyTorch and TorchVision | |
RUN pip install torch==2.0.1+cu117 torchvision==0.15.2+cu117 -f https://download.pytorch.org/whl/torch_stable.html | |
# Install dependencies | |
RUN pip install --no-cache-dir -r requirements.txt gradio==3.48.0 opencv-python moviepy gradio_client | |
RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/camenduru/ProPainter/resolve/main/i3d_rgb_imagenet.pt -d $HOME/app/weigths -o i3d_rgb_imagenet.pt | |
RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/camenduru/ProPainter/resolve/main/raft-things.pth -d $HOME/app/weights -o raft-things.pth | |
RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/camenduru/ProPainter/resolve/main/recurrent_flow_completion.pth -d $HOME/app/weights -o recurrent_flow_completion.pth | |
RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/camenduru/ProPainter/resolve/main/ProPainter.pth -d $HOME/app/weights -o ProPainter.pth | |
# Create a directory in the container using the environment variable | |
RUN mkdir -p $HOME/app/hf-examples | |
# Copy the entire "hf-examples" folder and its contents from the same directory as the Dockerfile to the container directory | |
COPY hf-examples $HOME/app/hf-examples/ | |
COPY app.py . | |
RUN find $HOME/app | |
# Set the environment variable to specify the GPU device | |
ENV CUDA_DEVICE_ORDER=PCI_BUS_ID | |
ENV CUDA_VISIBLE_DEVICES=0 | |
# Run your app.py script | |
CMD ["python", "app.py"] |