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Update Dockerfile
Browse files- Dockerfile +39 -36
Dockerfile
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@@ -7,7 +7,7 @@ ENV MKL_THREADING_LAYER=GNU
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RUN apt-get update && apt-get install -y \
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git wget libgl1-mesa-glx libglib2.0-0 ffmpeg libx264-dev pkg-config \
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build-essential cmake g++ python3-dev software-properties-common \
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wget gnupg2 libopenblas-dev && \
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rm -rf /var/lib/apt/lists/*
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# Add NVIDIA package repositories
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@@ -18,55 +18,58 @@ RUN wget https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2004/x86
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# Install CUDA Toolkit and cuDNN
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RUN apt-get install -y cuda-toolkit-11-7 libcudnn8 libcudnn8-dev
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#
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USER user
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# Set CUDA paths
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ENV HOME=/home/user \
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PATH=/home/user/.local/bin:/usr/local/cuda/bin:$PATH \
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PYTHONPATH=$HOME/app \
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PYTHONUNBUFFERED=1 \
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GRADIO_ALLOW_FLAGGING=never \
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GRADIO_NUM_PORTS=1 \
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GRADIO_SERVER_NAME=0.0.0.0 \
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GRADIO_THEME=huggingface \
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GRADIO_SHARE=False \
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SYSTEM=spaces \
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CUDA_TOOLKIT_ROOT_DIR=/usr/local/cuda \
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CUDA_HOME=/usr/local/cuda \
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LD_LIBRARY_PATH=/usr/local/cuda/lib64:$LD_LIBRARY_PATH \
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#
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#
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# Clone the repository
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RUN git clone -b dev https://github.com/fffiloni/dreamtalk
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# Download model checkpoints
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RUN wget https://huggingface.co/camenduru/dreamtalk/resolve/main/damo/dreamtalk/checkpoints/denoising_network.pth -O
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#
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# Install
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RUN pip install
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#
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RUN
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#
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#
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ENV CUDA_VISIBLE_DEVICES=0
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# Run the application
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CMD ["python", "app.py"]
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RUN apt-get update && apt-get install -y \
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git wget libgl1-mesa-glx libglib2.0-0 ffmpeg libx264-dev pkg-config \
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build-essential cmake g++ python3-dev software-properties-common \
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wget gnupg2 libopenblas-dev libx11-dev && \
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rm -rf /var/lib/apt/lists/*
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# Add NVIDIA package repositories
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# Install CUDA Toolkit and cuDNN
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RUN apt-get install -y cuda-toolkit-11-7 libcudnn8 libcudnn8-dev
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# Set CUDA paths for build environment
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ENV PATH=/usr/local/cuda/bin:$PATH \
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CUDA_TOOLKIT_ROOT_DIR=/usr/local/cuda \
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CUDA_HOME=/usr/local/cuda \
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LD_LIBRARY_PATH=/usr/local/cuda/lib64:$LD_LIBRARY_PATH \
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CMAKE_PREFIX_PATH="/usr/local/cuda:/usr/lib/x86_64-linux-gnu/" \
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TORCH_CUDA_ARCH_LIST="7.0;7.5;8.0;8.6"
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# Upgrade pip & install dependencies
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RUN pip install --upgrade pip setuptools wheel
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RUN pip install --no-cache-dir urllib3 transformers yacs scipy scikit-image scikit-learn PyYAML Pillow "numpy<2" opencv-python imageio ffmpeg-python av "moviepy<2" gradio cmake
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# Create app directory structure first
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RUN mkdir -p /app/checkpoints
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# Clone the repository
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RUN git clone -b dev https://github.com/fffiloni/dreamtalk /app
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# Download model checkpoints
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RUN wget https://huggingface.co/camenduru/dreamtalk/resolve/main/damo/dreamtalk/checkpoints/denoising_network.pth -O /app/checkpoints/denoising_network.pth && \
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wget https://huggingface.co/camenduru/dreamtalk/resolve/main/damo/dreamtalk/checkpoints/renderer.pt -O /app/checkpoints/renderer.pt
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# Explicitly set environment variables for dlib compilation
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ENV DLIB_USE_CUDA=1 \
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DLIB_JPEG_SUPPORT=1 \
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DLIB_PNG_SUPPORT=1
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# Install dlib with CUDA support
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RUN pip install --no-cache-dir dlib==19.24.0
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# Create a user and set ownership
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RUN useradd -m -u 1000 user && \
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chown -R user:user /app
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# Set environment variables for runtime
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ENV PYTHONPATH=/app \
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PYTHONUNBUFFERED=1 \
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GRADIO_ALLOW_FLAGGING=never \
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GRADIO_NUM_PORTS=1 \
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GRADIO_SERVER_NAME=0.0.0.0 \
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GRADIO_THEME=huggingface \
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GRADIO_SHARE=False \
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SYSTEM=spaces \
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CUDA_DEVICE_ORDER=PCI_BUS_ID \
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CUDA_VISIBLE_DEVICES=0
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# Switch to user
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USER user
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WORKDIR /app
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# Copy application file (assuming it's in the build context)
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COPY --chown=user:user app.py /app/
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# Run the application
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CMD ["python", "app.py"]
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