mirror of
https://github.com/blakeblackshear/frigate.git
synced 2024-10-15 20:07:23 +02:00
80 lines
3.0 KiB
Docker
80 lines
3.0 KiB
Docker
|
# syntax=docker/dockerfile:1.4
|
||
|
|
|
||
|
|
# https://askubuntu.com/questions/972516/debian-frontend-environment-variable
|
||
|
|
ARG DEBIAN_FRONTEND=noninteractive
|
||
|
|
|
||
|
|
ARG BASE_IMAGE
|
||
|
|
FROM ${BASE_IMAGE} AS build-wheels
|
||
|
|
ARG DEBIAN_FRONTEND
|
||
|
|
|
||
|
|
# Use a separate container to build wheels to prevent build dependencies in final image
|
||
|
|
RUN apt-get -qq update \
|
||
|
|
&& apt-get -qq install -y --no-install-recommends \
|
||
|
|
python3.9 python3.9-dev \
|
||
|
|
wget build-essential cmake git \
|
||
|
|
&& rm -rf /var/lib/apt/lists/*
|
||
|
|
|
||
|
|
# Ensure python3 defaults to python3.9
|
||
|
|
RUN update-alternatives --install /usr/bin/python3 python3 /usr/bin/python3.9 1
|
||
|
|
|
||
|
|
RUN wget -q https://bootstrap.pypa.io/get-pip.py -O get-pip.py \
|
||
|
|
&& python3 get-pip.py "pip"
|
||
|
|
|
||
|
|
|
||
|
|
FROM build-wheels AS trt-wheels
|
||
|
|
ARG DEBIAN_FRONTEND
|
||
|
|
ARG TARGETARCH
|
||
|
|
|
||
|
|
# python-tensorrt build deps are 3.4 GB!
|
||
|
|
RUN apt-get update \
|
||
|
|
&& apt-get install -y ccache cuda-cudart-dev-* cuda-nvcc-* libnvonnxparsers-dev libnvparsers-dev libnvinfer-plugin-dev \
|
||
|
|
&& ([ -e /usr/local/cuda ] || ln -s /usr/local/cuda-* /usr/local/cuda) \
|
||
|
|
&& rm -rf /var/lib/apt/lists/*;
|
||
|
|
|
||
|
|
# Determine version of tensorrt already installed in base image, e.g. "Version: 8.4.1-1+cuda11.4"
|
||
|
|
RUN NVINFER_VER=$(dpkg -s libnvinfer8 | grep -Po "Version: \K.*") \
|
||
|
|
&& echo $NVINFER_VER | grep -Po "^\d+\.\d+\.\d+" > /etc/TENSORRT_VER
|
||
|
|
|
||
|
|
RUN --mount=type=bind,source=docker/tensorrt/detector/build_python_tensorrt.sh,target=/deps/build_python_tensorrt.sh \
|
||
|
|
--mount=type=cache,target=/root/.ccache \
|
||
|
|
export PATH="/usr/lib/ccache:$PATH" CCACHE_DIR=/root/.ccache CCACHE_MAXSIZE=2G \
|
||
|
|
&& TENSORRT_VER=$(cat /etc/TENSORRT_VER) /deps/build_python_tensorrt.sh
|
||
|
|
|
||
|
|
COPY docker/tensorrt/requirements-arm64.txt /requirements-tensorrt.txt
|
||
|
|
RUN pip3 wheel --wheel-dir=/trt-wheels -r /requirements-tensorrt.txt
|
||
|
|
|
||
|
|
FROM build-wheels AS trt-model-wheels
|
||
|
|
ARG DEBIAN_FRONTEND
|
||
|
|
|
||
|
|
RUN apt-get update \
|
||
|
|
&& apt-get install -y protobuf-compiler libprotobuf-dev \
|
||
|
|
&& rm -rf /var/lib/apt/lists/*
|
||
|
|
RUN --mount=type=bind,source=docker/tensorrt/requirements-models-arm64.txt,target=/requirements-tensorrt-models.txt \
|
||
|
|
pip3 wheel --wheel-dir=/trt-model-wheels -r /requirements-tensorrt-models.txt
|
||
|
|
|
||
|
|
FROM wget AS jetson-ffmpeg
|
||
|
|
ARG DEBIAN_FRONTEND
|
||
|
|
ENV CCACHE_DIR /root/.ccache
|
||
|
|
ENV CCACHE_MAXSIZE 2G
|
||
|
|
RUN --mount=type=bind,source=docker/tensorrt/build_jetson_ffmpeg.sh,target=/deps/build_jetson_ffmpeg.sh \
|
||
|
|
--mount=type=cache,target=/root/.ccache \
|
||
|
|
/deps/build_jetson_ffmpeg.sh
|
||
|
|
|
||
|
|
# Frigate w/ TensorRT for NVIDIA Jetson platforms
|
||
|
|
FROM tensorrt-base AS frigate-tensorrt
|
||
|
|
RUN apt-get update \
|
||
|
|
&& apt-get install -y python-is-python3 libprotobuf17 \
|
||
|
|
&& rm -rf /var/lib/apt/lists/*
|
||
|
|
|
||
|
|
RUN rm -rf /usr/lib/btbn-ffmpeg/
|
||
|
|
COPY --from=jetson-ffmpeg /rootfs /
|
||
|
|
|
||
|
|
COPY --from=trt-wheels /etc/TENSORRT_VER /etc/TENSORRT_VER
|
||
|
|
RUN --mount=type=bind,from=trt-wheels,source=/trt-wheels,target=/deps/trt-wheels \
|
||
|
|
--mount=type=bind,from=trt-model-wheels,source=/trt-model-wheels,target=/deps/trt-model-wheels \
|
||
|
|
pip3 install -U /deps/trt-wheels/*.whl /deps/trt-model-wheels/*.whl \
|
||
|
|
&& ldconfig
|
||
|
|
|
||
|
|
WORKDIR /opt/frigate/
|
||
|
|
COPY --from=rootfs / /
|