mirror of
https://github.com/blakeblackshear/frigate.git
synced 2024-11-21 19:07:46 +01:00
110 lines
4.6 KiB
Docker
110 lines
4.6 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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ARG ROCM=5.7.3
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ARG AMDGPU=gfx900
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ARG HSA_OVERRIDE_GFX_VERSION
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ARG HSA_OVERRIDE
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#######################################################################
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FROM ubuntu:focal as rocm
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RUN apt-get update && apt-get -y upgrade
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RUN apt-get -y install gnupg wget
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RUN mkdir --parents --mode=0755 /etc/apt/keyrings
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RUN wget https://repo.radeon.com/rocm/rocm.gpg.key -O - | gpg --dearmor | tee /etc/apt/keyrings/rocm.gpg > /dev/null
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COPY docker/rocm/rocm.list /etc/apt/sources.list.d/
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COPY docker/rocm/rocm-pin-600 /etc/apt/preferences.d/
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RUN apt-get update
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RUN apt-get -y install --no-install-recommends migraphx
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RUN apt-get -y install --no-install-recommends migraphx-dev
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#######################################################################
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FROM --platform=linux/amd64 debian:11 as debian-base
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RUN apt-get update && apt-get -y upgrade
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RUN apt-get -y install --no-install-recommends libelf1 libdrm2 libdrm-amdgpu1 libnuma1 kmod
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RUN apt-get -y install python3
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#######################################################################
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# ROCm does not come with migraphx wrappers for python 3.9, so we build it here
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FROM debian-base as debian-build
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ARG ROCM
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COPY --from=rocm /opt/rocm-$ROCM /opt/rocm-$ROCM
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RUN ln -s /opt/rocm-$ROCM /opt/rocm
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RUN apt-get -y install g++ cmake
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RUN apt-get -y install python3-pybind11 python3.9-distutils python3-dev
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WORKDIR /opt/build
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COPY docker/rocm/migraphx .
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RUN mkdir build && cd build && cmake .. && make install
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#######################################################################
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FROM deps AS deps-prelim
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# need this to install libnuma1
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RUN apt-get update
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# no ugprade?!?!
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RUN apt-get -y install libnuma1
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WORKDIR /opt/frigate/
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COPY --from=rootfs / /
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# Could compose them directly from https://github.com/ultralytics/assets/releases/tag/v8.1.0
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# but would need to use a torch image of some sorts
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ADD --chmod=0644 https://github.com/harakas/models/raw/main/ultralytics/yolov8.1/yolov8n_320x320.onnx /
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ADD --chmod=0644 https://github.com/harakas/models/raw/main/ultralytics/yolov8.1/yolov8n_labels.txt /
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ADD --chmod=0644 https://github.com/harakas/models/raw/main/ultralytics/yolov8.1/yolov8n_labels-frigate.txt /
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ADD --chmod=0644 https://github.com/harakas/models/raw/main/ultralytics/yolov8.1/yolov8s_320x320.onnx /
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ADD --chmod=0644 https://github.com/harakas/models/raw/main/ultralytics/yolov8.1/yolov8s_labels.txt /
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ADD --chmod=0644 https://github.com/harakas/models/raw/main/ultralytics/yolov8.1/yolov8s_labels-frigate.txt /
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ADD --chmod=0644 https://github.com/harakas/models/raw/main/ultralytics/yolov8.1/yolov8m_320x320.onnx /
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ADD --chmod=0644 https://github.com/harakas/models/raw/main/ultralytics/yolov8.1/yolov8m_labels.txt /
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ADD --chmod=0644 https://github.com/harakas/models/raw/main/ultralytics/yolov8.1/yolov8m_labels-frigate.txt /
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ADD --chmod=0644 https://github.com/harakas/models/raw/main/ultralytics/yolov8.1/yolov8n-oiv7_320x320.onnx /
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ADD --chmod=0644 https://github.com/harakas/models/raw/main/ultralytics/yolov8.1/yolov8n-oiv7_labels.txt /
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ADD --chmod=0644 https://github.com/harakas/models/raw/main/ultralytics/yolov8.1/yolov8n-oiv7_labels-frigate.txt /
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ADD --chmod=0644 https://github.com/harakas/models/raw/main/ultralytics/yolov8.1/yolov8s-oiv7_320x320.onnx /
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ADD --chmod=0644 https://github.com/harakas/models/raw/main/ultralytics/yolov8.1/yolov8s-oiv7_labels.txt /
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ADD --chmod=0644 https://github.com/harakas/models/raw/main/ultralytics/yolov8.1/yolov8s-oiv7_labels-frigate.txt /
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#######################################################################
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FROM deps-prelim AS rocm-prelim-hsa-override0
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ARG ROCM
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ARG AMDGPU
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ENV HSA_ENABLE_SDMA=0
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RUN mkdir -p /opt/rocm-$ROCM
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# Docker does not copy symbolic links so have to resort to tar
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RUN --mount=from=rocm,src=/opt/rocm-$ROCM,dst=/opt/rocm-copy cd /opt/rocm-copy && tar cf - lib/libMIOpen*.so* lib/libamd*.so* lib/libhip*.so* lib/libhsa*.so* lib/libmigraphx*.so* lib/librocm*.so* lib/librocblas*.so* | (cd /opt/rocm-$ROCM/ && tar xf -)
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COPY --from=rocm /opt/rocm-$ROCM/bin/rocminfo /opt/rocm-$ROCM/bin/migraphx-driver /opt/rocm-$ROCM/bin/
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COPY --from=rocm /opt/rocm-$ROCM/share/miopen/db/*$AMDGPU* /opt/rocm-$ROCM/share/miopen/db/
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COPY --from=rocm /opt/rocm-$ROCM/lib/rocblas/library/*$AMDGPU* /opt/rocm-$ROCM/lib/rocblas/library/
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COPY --from=debian-build /opt/rocm/lib/migraphx.cpython-39-x86_64-linux-gnu.so /opt/rocm-$ROCM/lib/
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RUN ln -s /opt/rocm-$ROCM /opt/rocm
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FROM rocm-prelim-hsa-override0 as rocm-prelim-hsa-override1
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ARG HSA_OVERRIDE_GFX_VERSION
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ENV HSA_OVERRIDE_GFX_VERSION=$HSA_OVERRIDE_GFX_VERSION
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FROM rocm-prelim-hsa-override$HSA_OVERRIDE as rocm-deps
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