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lines changed Original file line number Diff line number Diff line change 11FROM python:3.9-slim
22
3- ADD examples/v1beta1/trial-images/mxnet-mnist /opt/mxnet-mnist
3+ ARG TARGETARCH
4+ ENV LD_LIBRARY_PATH "${LD_LIBRARY_PATH}:/opt/arm/armpl_22.0.2_gcc-11.2/lib"
5+
6+ COPY examples/v1beta1/trial-images/mxnet-mnist /opt/mxnet-mnist
47
58WORKDIR /opt/mxnet-mnist
69
710RUN apt-get -y update \
8- && apt-get -y install libgomp1 libquadmath0 \
9- && apt-get clean \
10- && rm -rf /var/lib/apt/lists/*
11+ && apt-get -y install libgomp1 \
12+ && if [ "${TARGETARCH}" = "arm64" ]; then \
13+ apt-get -y install wget; \
14+ elif [ "${TARGETARCH}" = "amd64" ]; then \
15+ apt-get -y install libquadmath0; \
16+ fi \
17+ && apt-get clean \
18+ && rm -rf /var/lib/apt/lists/*
1119
12- RUN pip install mxnet==1.9.0
20+ RUN if [ "${TARGETARCH}" = "arm64" ]; then \
21+ /opt/mxnet-mnist/install-arm-performance-libraries.sh; \
22+ fi
23+ RUN pip install mxnet==1.9.1
1324RUN chgrp -R 0 /opt/mxnet-mnist \
1425 && chmod -R g+rwX /opt/mxnet-mnist
1526
Original file line number Diff line number Diff line change 1+ #! /usr/bin/env bash
2+
3+ # Copyright 2022 The Kubeflow Authors.
4+ #
5+ # Licensed under the Apache License, Version 2.0 (the "License");
6+ # you may not use this file except in compliance with the License.
7+ # You may obtain a copy of the License at
8+ #
9+ # http://www.apache.org/licenses/LICENSE-2.0
10+ #
11+ # Unless required by applicable law or agreed to in writing, software
12+ # distributed under the License is distributed on an "AS IS" BASIS,
13+ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
14+ # See the License for the specific language governing permissions and
15+ # limitations under the License.
16+
17+ set -o errexit
18+ set -o nounset
19+ set -o pipefail
20+ cd " $( dirname " $0 " ) "
21+
22+ # Download Arm Performance Libraries for Ubuntu 20.04
23+ # Ref: https://developer.arm.com/downloads/-/arm-performance-libraries
24+ echo " Downloading Arm Performance Libraries for Ubuntu 20.04..."
25+ wget -qO - \
26+ " https://developer.arm.com/-/media/Files/downloads/hpc/arm-performance-libraries/22-0-2/Ubuntu20.04/arm-performance-libraries_22.0.2_Ubuntu-20.04_gcc-11.2.tar?rev=577d3dbcff7847b9af57399b2978f9a6&revision=577d3dbc-ff78-47b9-af57-399b2978f9a6" \
27+ | tar -xf -
28+
29+ # Install Arm Performance Libraries
30+ echo " Installing Arm Performance Libraries for Ubuntu 20.04..."
31+ ./arm-performance-libraries_22.0.2_Ubuntu-20.04/arm-performance-libraries_22.0.2_Ubuntu-20.04.sh -a
32+
33+ # Clean up
34+ echo " Removing installer..."
35+ rm -rf ./arm-performance-libraries_22.0.2_Ubuntu-20.04
Original file line number Diff line number Diff line change @@ -120,9 +120,6 @@ echo -e "\nBuilding training container images..."
120120if [ ! " $ARCH " = " amd64" ]; then
121121 echo -e " \nSome training container images are supported only amd64."
122122else
123- echo -e " \nBuilding mxnet mnist training container example...\n"
124- docker buildx build --platform linux/amd64 -t " ${REGISTRY} /mxnet-mnist:${TAG} " -f examples/${VERSION} /trial-images/mxnet-mnist/Dockerfile .
125-
126123 echo -e " \nBuilding PyTorch mnist training container example with CPU support...\n"
127124 docker buildx build --platform linux/amd64 -t " ${REGISTRY} /pytorch-mnist-cpu:${TAG} " -f examples/${VERSION} /trial-images/pytorch-mnist/Dockerfile.cpu .
128125
142139 docker buildx build --platform linux/amd64 -t " ${REGISTRY} /simple-pbt:${TAG} " -f examples/${VERSION} /trial-images/simple-pbt/Dockerfile .
143140fi
144141
142+ echo -e " \nBuilding mxnet mnist training container example...\n"
143+ docker buildx build --platform " linux/$ARCH " -t " ${REGISTRY} /mxnet-mnist:${TAG} " -f examples/${VERSION} /trial-images/mxnet-mnist/Dockerfile .
144+
145145echo -e " \nBuilding Tensorflow with summaries mnist training container example...\n"
146146docker buildx build --platform " linux/$ARCH " -t " ${REGISTRY} /tf-mnist-with-summaries:${TAG} " -f examples/${VERSION} /trial-images/tf-mnist-with-summaries/Dockerfile .
147147
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