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September 13, 2019 16:30
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Dockerfile for tensorflow_serving devel image on arm64 CPU. Build run image from this one.
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| # Copyright 2018 Google LLC | |
| # | |
| # Licensed under the Apache License, Version 2.0 (the "License"); | |
| # you may not use this file except in compliance with the License. | |
| # You may obtain a copy of the License at | |
| # | |
| # https://www.apache.org/licenses/LICENSE-2.0 | |
| # | |
| # Unless required by applicable law or agreed to in writing, software | |
| # distributed under the License is distributed on an "AS IS" BASIS, | |
| # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | |
| # See the License for the specific language governing permissions and | |
| # limitations under the License. | |
| FROM ubuntu:18.04 as base_build | |
| ARG TF_SERVING_VERSION_GIT_BRANCH=master | |
| ARG TF_SERVING_VERSION_GIT_COMMIT=head | |
| LABEL maintainer=gvasudevan@google.com | |
| LABEL tensorflow_serving_github_branchtag=${TF_SERVING_VERSION_GIT_BRANCH} | |
| LABEL tensorflow_serving_github_commit=${TF_SERVING_VERSION_GIT_COMMIT} | |
| RUN apt-get update && apt-get install -y --no-install-recommends \ | |
| automake \ | |
| build-essential \ | |
| ca-certificates \ | |
| curl \ | |
| git \ | |
| libcurl3-dev \ | |
| libfreetype6-dev \ | |
| libpng-dev \ | |
| libtool \ | |
| libzmq3-dev \ | |
| mlocate \ | |
| openjdk-8-jdk\ | |
| openjdk-8-jre-headless \ | |
| pkg-config \ | |
| python-dev \ | |
| python-numpy \ | |
| python-h5py \ | |
| software-properties-common \ | |
| swig \ | |
| unzip \ | |
| wget \ | |
| zip \ | |
| zlib1g-dev \ | |
| && \ | |
| apt-get clean && \ | |
| rm -rf /var/lib/apt/lists/* | |
| RUN curl -fSsL -O https://bootstrap.pypa.io/get-pip.py && \ | |
| python get-pip.py && \ | |
| rm get-pip.py | |
| # RUN pip --no-cache-dir install \ | |
| # future>=0.17.1 \ | |
| # grpcio \ | |
| # h5py \ | |
| # keras_applications \ | |
| # keras_preprocessing \ | |
| # mock \ | |
| # requests | |
| # # numpy \ | |
| RUN pip --no-cache-dir install future>=0.17.1 | |
| RUN pip --no-cache-dir install grpcio | |
| RUN pip --no-cache-dir install h5py | |
| RUN pip --no-cache-dir install keras_applications | |
| RUN pip --no-cache-dir install keras_preprocessing | |
| RUN pip --no-cache-dir install mock | |
| RUN pip --no-cache-dir install requests | |
| # RUN pip --no-cache-dir install numpy | |
| # RUN pip --no-cache-dir install h5py | |
| # Set up Bazel | |
| ENV BAZEL_VERSION 0.24.1 | |
| WORKDIR / | |
| # RUN mkdir /bazel && \ | |
| # cd /bazel && \ | |
| # curl -H "User-Agent: Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/57.0.2987.133 Safari/537.36" -fSsL -O https://github.com/bazelbuild/bazel/releases/download/$BAZEL_VERSION/bazel-$BAZEL_VERSION-installer-linux-x86_64.sh && \ | |
| # curl -H "User-Agent: Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/57.0.2987.133 Safari/537.36" -fSsL -o /bazel/LICENSE.txt https://raw.githubusercontent.com/bazelbuild/bazel/master/LICENSE && \ | |
| # chmod +x bazel-*.sh && \ | |
| # ./bazel-$BAZEL_VERSION-installer-linux-x86_64.sh && \ | |
| # cd / && \ | |
| # rm -f /bazel/bazel-$BAZEL_VERSION-installer-linux-x86_64.sh | |
| # Build bazel for aarch64. | |
| RUN wget --quiet https://github.com/bazelbuild/bazel/releases/download/$BAZEL_VERSION/bazel-$BAZEL_VERSION-dist.zip && \ | |
| mkdir bazel-$BAZEL_VERSION && \ | |
| unzip -q bazel-$BAZEL_VERSION-dist.zip -d bazel-$BAZEL_VERSION && \ | |
| cd bazel-$BAZEL_VERSION && \ | |
| ./compile.sh && \ | |
| cp -f output/bazel /usr/local/bin && \ | |
| cd .. && \ | |
| rm -rf bazel* | |
| # Download TF Serving sources (optionally at specific commit). | |
| WORKDIR /tensorflow-serving | |
| RUN git clone --branch=${TF_SERVING_VERSION_GIT_BRANCH} https://github.com/tensorflow/serving . && \ | |
| git remote add upstream https://github.com/tensorflow/serving.git && \ | |
| if [ "${TF_SERVING_VERSION_GIT_COMMIT}" != "head" ]; then git checkout ${TF_SERVING_VERSION_GIT_COMMIT} ; fi | |
| FROM base_build as binary_build | |
| # Build, and install TensorFlow Serving | |
| ARG TF_SERVING_BUILD_OPTIONS="--config=nativeopt" | |
| RUN echo "Building with build options: ${TF_SERVING_BUILD_OPTIONS}" | |
| ARG TF_SERVING_BAZEL_OPTIONS="" | |
| RUN echo "Building with Bazel options: ${TF_SERVING_BAZEL_OPTIONS}" | |
| RUN bazel build --color=yes --curses=yes \ | |
| ${TF_SERVING_BAZEL_OPTIONS} \ | |
| --verbose_failures \ | |
| --output_filter=DONT_MATCH_ANYTHING \ | |
| ${TF_SERVING_BUILD_OPTIONS} \ | |
| tensorflow_serving/model_servers:tensorflow_model_server && \ | |
| cp bazel-bin/tensorflow_serving/model_servers/tensorflow_model_server \ | |
| /usr/local/bin/ | |
| # # Build and install TensorFlow Serving API | |
| # RUN bazel build --color=yes --curses=yes \ | |
| # ${TF_SERVING_BAZEL_OPTIONS} \ | |
| # --verbose_failures \ | |
| # --output_filter=DONT_MATCH_ANYTHING \ | |
| # ${TF_SERVING_BUILD_OPTIONS} \ | |
| # tensorflow_serving/tools/pip_package:build_pip_package && \ | |
| # bazel-bin/tensorflow_serving/tools/pip_package/build_pip_package \ | |
| # /tmp/pip && \ | |
| # pip --no-cache-dir install --upgrade \ | |
| # /tmp/pip/tensorflow_serving_api-*.whl && \ | |
| # rm -rf /tmp/pip | |
| FROM binary_build as clean_build | |
| # Clean up Bazel cache when done. | |
| RUN bazel clean --expunge --color=yes && \ | |
| rm -rf /root/.cache | |
| CMD ["/bin/bash"] |
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