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DroneDetector/deploy/docker/Dockerfile.nn_server

35 lines
876 B
Docker

FROM nvidia/cuda:12.8.1-cudnn-runtime-ubuntu22.04
ENV DEBIAN_FRONTEND=noninteractive \
PYTHONDONTWRITEBYTECODE=1 \
PYTHONUNBUFFERED=1 \
PYTHONPATH=/app
WORKDIR /app
RUN apt-get update && apt-get install -y --no-install-recommends \
python3 \
python3-pip \
python3-venv \
git \
libglib2.0-0 \
libsm6 \
libxext6 \
libxrender-dev \
&& rm -rf /var/lib/apt/lists/*
COPY deploy/requirements/nn_gpu_pinned.txt /tmp/nn_gpu_pinned.txt
COPY deploy/requirements/nn_common.txt /tmp/nn_common.txt
RUN python3 -m pip install --no-cache-dir --upgrade pip && \
python3 -m pip install --no-cache-dir -r /tmp/nn_gpu_pinned.txt && \
python3 -m pip install --no-cache-dir -r /tmp/nn_common.txt
COPY . /app
RUN python3 -m pip install --no-cache-dir -e /app/torchsig
WORKDIR /app
EXPOSE 8080
CMD ["python3", "-m", "NN_server.server"]