| FROM pytorch/pytorch:2.0.0-cuda11.7-cudnn8-devel | |
| WORKDIR /app | |
| # Install system dependencies | |
| RUN apt-get update && apt-get install -y \ | |
| git \ | |
| build-essential \ | |
| && rm -rf /var/lib/apt/lists/* | |
| # Copy requirements first for better caching | |
| COPY requirements.txt . | |
| # Install Python dependencies | |
| RUN pip install --no-cache-dir -r requirements.txt | |
| # Copy source code | |
| COPY compact_ai_model/ ./compact_ai_model/ | |
| COPY test_implementation.py . | |
| # Create data directory | |
| RUN mkdir -p data checkpoints | |
| # Expose port | |
| EXPOSE 8000 | |
| # Health check | |
| HEALTHCHECK --interval=30s --timeout=30s --start-period=5s --retries=3 \ | |
| CMD curl -f http://localhost:8000/health || exit 1 | |
| # Default command | |
| CMD ["python", "-m", "compact_ai_model.api.main", "--host", "0.0.0.0", "--port", "8000"] |