mirror of
https://github.com/blakeblackshear/frigate.git
synced 2024-12-19 19:06:16 +01:00
50 lines
1.8 KiB
Docker
50 lines
1.8 KiB
Docker
# syntax=docker/dockerfile:1.4
|
|
|
|
# https://askubuntu.com/questions/972516/debian-frontend-environment-variable
|
|
ARG DEBIAN_FRONTEND=noninteractive
|
|
|
|
# Make this a separate target so it can be built/cached optionally
|
|
FROM wheels as trt-wheels
|
|
ARG DEBIAN_FRONTEND
|
|
ARG TARGETARCH
|
|
|
|
# Add TensorRT wheels to another folder
|
|
COPY docker/tensorrt/requirements-amd64.txt /requirements-tensorrt.txt
|
|
RUN mkdir -p /trt-wheels && pip3 wheel --wheel-dir=/trt-wheels -r /requirements-tensorrt.txt
|
|
|
|
# Build CuDNN
|
|
FROM wget AS cudnn-deps
|
|
|
|
ARG COMPUTE_LEVEL
|
|
|
|
RUN apt-get update \
|
|
&& apt-get install -y git build-essential
|
|
|
|
RUN wget https://developer.download.nvidia.com/compute/cuda/repos/debian11/x86_64/cuda-keyring_1.1-1_all.deb \
|
|
&& dpkg -i cuda-keyring_1.1-1_all.deb \
|
|
&& apt-get update \
|
|
&& apt-get -y install cuda-toolkit \
|
|
&& rm -rf /var/lib/apt/lists/*
|
|
|
|
FROM tensorrt-base AS frigate-tensorrt
|
|
ENV TRT_VER=8.5.3
|
|
RUN --mount=type=bind,from=trt-wheels,source=/trt-wheels,target=/deps/trt-wheels \
|
|
pip3 install -U /deps/trt-wheels/*.whl && \
|
|
ldconfig
|
|
COPY --from=cudnn-deps /usr/local/cuda-12.6 /usr/local/cuda
|
|
|
|
ENV LD_LIBRARY_PATH=/usr/local/lib/python3.9/dist-packages/tensorrt:/usr/local/cuda/lib64:/usr/local/lib/python3.9/dist-packages/nvidia/cufft/lib
|
|
WORKDIR /opt/frigate/
|
|
COPY --from=rootfs / /
|
|
|
|
# Dev Container w/ TRT
|
|
FROM devcontainer AS devcontainer-trt
|
|
|
|
COPY --from=trt-deps /usr/local/lib/libyolo_layer.so /usr/local/lib/libyolo_layer.so
|
|
COPY --from=trt-deps /usr/local/src/tensorrt_demos /usr/local/src/tensorrt_demos
|
|
COPY --from=cudnn-deps /usr/local/cuda-12.6 /usr/local/cuda
|
|
COPY docker/tensorrt/detector/rootfs/ /
|
|
COPY --from=trt-deps /usr/local/lib/libyolo_layer.so /usr/local/lib/libyolo_layer.so
|
|
RUN --mount=type=bind,from=trt-wheels,source=/trt-wheels,target=/deps/trt-wheels \
|
|
pip3 install -U /deps/trt-wheels/*.whl
|