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# Base image with CUDA 12.2
FROM nvidia/cuda:12.2.0-runtime-ubuntu22.04
# System dependencies
RUN apt-get update -q && \
apt-get install -y --no-install-recommends \
python3.9 \
python3-pip \
libgl1 \
libglib2.0-0 \
wget \
git \
&& rm -rf /var/lib/apt/lists/*
# CUDA/CuDNN setup with held packages override
RUN wget -qO /tmp/cuda-keyring.deb \
https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2204/x86_64/cuda-keyring_1.1-1_all.deb && \
dpkg -i /tmp/cuda-keyring.deb && \
apt-get update -q && \
apt-get install -y --allow-change-held-packages --no-install-recommends \
libcudnn8=8.9.5.29-1+cuda12.2 \
libcublas-12-2=12.2.5.6-1 \
&& rm -rf /var/lib/apt/lists/*
WORKDIR /app
# Python dependencies
COPY requirements.txt .
RUN pip install --no-cache-dir -r requirements.txt
# Create directories
RUN mkdir -p /app/{weights,imgs} && \
chmod -R 777 /app
# Application code
COPY main.py utils.py download_models.py ./
# Download models
RUN python3 download_models.py
# Set up user
RUN useradd -m -u 1000 user
USER user
ENV PATH="/home/user/.local/bin:$PATH"
CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "7860"] |