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ROCm AMD/GPU based build and detector, WIP

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Indrek Mandre
2024-01-25 20:14:22 +02:00
parent 487c626e00
commit 42f1168898
8 changed files with 845 additions and 0 deletions
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docker/rocm/Dockerfile Normal file
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# syntax=docker/dockerfile:1.4
# https://askubuntu.com/questions/972516/debian-frontend-environment-variable
ARG DEBIAN_FRONTEND=noninteractive
ARG ROCM=5.7.3
ARG AMDGPU=gfx900
ARG HSA_OVERRIDE_GFX_VERSION
#######################################################################
FROM ubuntu:focal as rocm
RUN apt-get update && apt-get -y upgrade
RUN apt-get -y install gnupg wget
RUN mkdir --parents --mode=0755 /etc/apt/keyrings
RUN wget https://repo.radeon.com/rocm/rocm.gpg.key -O - | gpg --dearmor | tee /etc/apt/keyrings/rocm.gpg > /dev/null
COPY docker/rocm/rocm.list /etc/apt/sources.list.d/
COPY docker/rocm/rocm-pin-600 /etc/apt/preferences.d/
RUN apt-get update
RUN apt-get -y install --no-install-recommends migraphx
RUN apt-get -y install --no-install-recommends migraphx-dev
#######################################################################
FROM --platform=linux/amd64 debian:11 as debian-base
RUN apt-get update && apt-get -y upgrade
RUN apt-get -y install --no-install-recommends libelf1 libdrm2 libdrm-amdgpu1 libnuma1 kmod
RUN apt-get -y install python3
#######################################################################
FROM debian-base as debian-build
ARG ROCM
COPY --from=rocm /opt/rocm-$ROCM /opt/rocm-$ROCM
RUN ln -s /opt/rocm-$ROCM /opt/rocm
RUN apt-get -y install g++ cmake
RUN apt-get -y install python3-pybind11 python3.9-distutils python3-dev
WORKDIR /opt/build
COPY docker/rocm/migraphx .
RUN mkdir build && cd build && cmake .. && make install
#######################################################################
FROM deps AS rocm-deps
ARG ROCM
ARG AMDGPU
ARG HSA_OVERRIDE_GFX_VERSION
RUN apt-get update
# no ugprade?!?!
RUN apt-get -y install libnuma1
RUN mkdir -p /opt/rocm-$ROCM
# Docker does not copy symbolic links so have to resort to tar
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 -)
#COPY --from=rocm /opt/rocm-$ROCM/lib/libMIOpen*.so* /opt/rocm-$ROCM/lib/libamd*.so* /opt/rocm-$ROCM/lib/libhip*.so* /opt/rocm-$ROCM/lib/libhsa*.so* /opt/rocm-$ROCM/lib/libmigraphx*.so* /opt/rocm-$ROCM/lib/librocm*.so* /opt/rocm-$ROCM/lib/librocblas*.so* /opt/rocm-$ROCM/lib/
COPY --from=rocm /opt/rocm-$ROCM/bin/rocminfo /opt/rocm-$ROCM/bin/migraphx-driver /opt/rocm-$ROCM/bin/
COPY --from=rocm /opt/rocm-$ROCM/share/miopen/db/*$AMDGPU* /opt/rocm-$ROCM/share/miopen/db/
COPY --from=rocm /opt/rocm-$ROCM/lib/rocblas/library/*$AMDGPU* /opt/rocm-$ROCM/lib/rocblas/library/
COPY --from=debian-build /opt/rocm/lib/migraphx.cpython-39-x86_64-linux-gnu.so /opt/rocm-$ROCM/lib/
RUN ln -s /opt/rocm-$ROCM /opt/rocm
WORKDIR /opt/frigate/
COPY --from=rootfs / /
ENV HSA_ENABLE_SDMA=0
ENV HSA_OVERRIDE_GFX_VERSION=$HSA_OVERRIDE_GFX_VERSION
ADD https://github.com/harakas/models/raw/main/ultralytics/yolov8.1/yolov8n_320x320.onnx /
ADD https://github.com/harakas/models/raw/main/ultralytics/yolov8.1/yolov8n_labels.txt /
ADD https://github.com/harakas/models/raw/main/ultralytics/yolov8.1/yolov8s_320x320.onnx /
ADD https://github.com/harakas/models/raw/main/ultralytics/yolov8.1/yolov8s_labels.txt /
ADD https://github.com/harakas/models/raw/main/ultralytics/yolov8.1/yolov8m_320x320.onnx /
ADD https://github.com/harakas/models/raw/main/ultralytics/yolov8.1/yolov8m_labels.txt /