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Dockerfile.gpu
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60 lines (45 loc) · 1.45 KB
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FROM nvidia/cuda:11.8-devel-ubuntu20.04
# Prevent interactive prompts during package installation
ENV DEBIAN_FRONTEND=noninteractive
# Install Python and system dependencies
RUN apt-get update && apt-get install -y \
python3.10 \
python3.10-dev \
python3-pip \
libgl1-mesa-glx \
libglib2.0-0 \
libsm6 \
libxext6 \
libxrender-dev \
libgomp1 \
wget \
git \
curl \
&& rm -rf /var/lib/apt/lists/*
# Create symlinks for python
RUN ln -s /usr/bin/python3.10 /usr/bin/python
# Create non-root user
RUN useradd -m -u 1000 appuser
WORKDIR /app
# Copy requirements and install Python dependencies
COPY requirements.txt .
# Install PyTorch with CUDA support first
RUN pip install --no-cache-dir torch torchvision --index-url https://download.pytorch.org/whl/cu118
# Install other requirements
RUN pip install --no-cache-dir -r requirements.txt
# Copy application code
COPY . .
# Create FAISS indices directory and set permissions
RUN mkdir -p faiss_indices && \
chown -R appuser:appuser /app
# Pre-download models (optional - will fallback to runtime download if fails)
RUN python download_all_models.py || echo "Model download failed - will download on first run"
# Switch to non-root user
USER appuser
# Expose port
EXPOSE 8000
# Health check
HEALTHCHECK --interval=30s --timeout=10s --start-period=60s --retries=3 \
CMD curl -f http://localhost:8000/health || exit 1
# Run the application
CMD ["python", "main.py"]