mirror of
https://github.com/blakeblackshear/frigate.git
synced 2025-08-04 13:47:37 +02:00
28fba7122d
* Combine base and arm trt detectors * Remove unused deps for amd64 build * Add missing packages and cleanup ldconfig * Expand packages for tensorflow model training * Cleanup * Refactor training to not reserve memory
35 lines
1.1 KiB
Docker
35 lines
1.1 KiB
Docker
# syntax=docker/dockerfile:1.4
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# https://askubuntu.com/questions/972516/debian-frontend-environment-variable
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ARG DEBIAN_FRONTEND=noninteractive
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# Globally set pip break-system-packages option to avoid having to specify it every time
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ARG PIP_BREAK_SYSTEM_PACKAGES=1
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FROM wheels AS trt-wheels
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ARG PIP_BREAK_SYSTEM_PACKAGES
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# Install TensorRT wheels
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COPY docker/tensorrt/requirements-amd64.txt /requirements-tensorrt.txt
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COPY docker/main/requirements-wheels.txt /requirements-wheels.txt
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RUN pip3 wheel --wheel-dir=/trt-wheels -c /requirements-wheels.txt -r /requirements-tensorrt.txt
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FROM deps AS frigate-tensorrt
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ARG PIP_BREAK_SYSTEM_PACKAGES
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RUN --mount=type=bind,from=trt-wheels,source=/trt-wheels,target=/deps/trt-wheels \
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pip3 uninstall -y onnxruntime-openvino tensorflow-cpu \
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&& pip3 install -U /deps/trt-wheels/*.whl
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COPY --from=rootfs / /
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COPY docker/tensorrt/detector/rootfs/etc/ld.so.conf.d /etc/ld.so.conf.d
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RUN ldconfig
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WORKDIR /opt/frigate/
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# Dev Container w/ TRT
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FROM devcontainer AS devcontainer-trt
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RUN --mount=type=bind,from=trt-wheels,source=/trt-wheels,target=/deps/trt-wheels \
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pip3 install -U /deps/trt-wheels/*.whl
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