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mertalev 2025-03-05 09:29:25 -05:00
parent fe2ddc3644
commit 7ac30995a8
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machine-learning/Dockerfile
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@ -18,23 +18,23 @@ RUN mkdir /opt/armnn && \
# Warning: 26.3Gb of disk space required to pull this image
# https://github.com/microsoft/onnxruntime/blob/main/dockerfiles/Dockerfile.rocm
# 6.2 or later fails to build as of writing
FROM rocm/dev-ubuntu-22.04:6.1.2-complete AS builder-rocm
FROM rocm/dev-ubuntu-22.04:6.3.1-complete AS builder-rocm
WORKDIR /code
RUN apt-get update && apt-get install -y --no-install-recommends wget git python3.10-venv
# Install same version as the Dockerfile provided by onnxruntime
RUN wget -nv https://github.com/Kitware/CMake/releases/download/v3.27.3/cmake-3.27.3-linux-x86_64.sh && \
chmod +x cmake-3.27.3-linux-x86_64.sh && \
mkdir -p /code/cmake-3.27.3-linux-x86_64 && \
./cmake-3.27.3-linux-x86_64.sh --skip-license --prefix=/code/cmake-3.27.3-linux-x86_64 && \
rm cmake-3.27.3-linux-x86_64.sh
RUN wget -nv https://github.com/Kitware/CMake/releases/download/v3.30.1/cmake-3.30.1-linux-x86_64.sh && \
chmod +x cmake-3.30.1-linux-x86_64.sh && \
mkdir -p /code/cmake-3.30.1-linux-x86_64 && \
./cmake-3.30.1-linux-x86_64.sh --skip-license --prefix=/code/cmake-3.30.1-linux-x86_64 && \
rm cmake-3.30.1-linux-x86_64.sh
ENV PATH /code/cmake-3.27.3-linux-x86_64/bin:${PATH}
ENV PATH=/code/cmake-3.30.1-linux-x86_64/bin:${PATH}
# Prepare onnxruntime repository & build onnxruntime
# 1.20.1 fails to build as of writing
RUN git clone --single-branch --branch v1.19.2 --recursive "https://github.com/Microsoft/onnxruntime" onnxruntime
RUN git clone --single-branch --branch v1.20.1 --recursive "https://github.com/Microsoft/onnxruntime" onnxruntime
WORKDIR /code/onnxruntime
# Fix for multi-threading based on comments in https://github.com/microsoft/onnxruntime/pull/19567
COPY ./0001-fix-rocm-conv-thread-safety.patch /tmp/
@ -43,7 +43,7 @@ RUN git apply /tmp/0001-fix-rocm-conv-thread-safety.patch
RUN /bin/sh ./dockerfiles/scripts/install_common_deps.sh
# Note: the `parallel` setting uses a substantial amount of RAM
RUN ./build.sh --allow_running_as_root --config Release --build_wheel --update --build --parallel 13 --cmake_extra_defines\
ONNXRUNTIME_VERSION=1.19.2 --use_rocm --rocm_home=/opt/rocm
ONNXRUNTIME_VERSION=1.20.1 --use_rocm --rocm_home=/opt/rocm
RUN mv /code/onnxruntime/build/Linux/Release/dist/*.whl /opt/
FROM builder-${DEVICE} AS builder
@ -114,7 +114,7 @@ COPY --from=builder-armnn \
/opt/ann/build.sh \
/opt/armnn/
FROM rocm/dev-ubuntu-22.04:6.1.2-complete AS prod-rocm
FROM rocm/dev-ubuntu-22.04:6.3.1-complete AS prod-rocm
FROM prod-${DEVICE} AS prod