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eafe0e0 104dfaf eafe0e0 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 | # Use NVIDIA CUDA base image
FROM nvidia/cuda:11.6.2-cudnn8-runtime-ubuntu20.04
# Set environment variables
ENV PYTHONDONTWRITEBYTECODE=1 \
PYTHONUNBUFFERED=1 \
DEBIAN_FRONTEND=noninteractive
# Install system dependencies
RUN apt-get update && apt-get install -y \
python3-pip \
python3-dev \
curl \
libglib2.0-0 \
libsm6 \
libxrender1 \
libxext6 \
libfontconfig1 \
libgl1 \
&& rm -rf /var/lib/apt/lists/*
# Set the working directory in the container
WORKDIR /app
# Copy the current directory contents into the container at /app
COPY . /app
# Install any needed packages specified in requirements.txt
RUN pip3 install --no-cache-dir -r requirements.txt
# Install PyTorch with CUDA support
RUN pip3 install torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/cu116
# Make port 8501 available to the world outside this container
EXPOSE 8501
# Healthcheck to verify the application is running
HEALTHCHECK CMD curl --fail http://localhost:8501/_stcore/health || exit 1
# Run app.py when the container launches
CMD ["streamlit", "run", "--server.address", "0.0.0.0", "app.py"]
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