52 lines
1.9 KiB
Docker
52 lines
1.9 KiB
Docker
# Copyright 2018 Google LLC
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# https://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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FROM tensorflow/serving:latest-devel as binary_build
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WORKDIR /tensorflow-serving
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# Build, and install TensorFlow Serving
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ARG TF_SERVING_BUILD_OPTIONS="--config=nativeopt"
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RUN echo "Building with build options: ${TF_SERVING_BUILD_OPTIONS}"
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ARG TF_SERVING_BAZEL_OPTIONS=""
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RUN echo "Building with Bazel options: ${TF_SERVING_BAZEL_OPTIONS}"
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RUN bazel build -j 8 --color=yes --curses=yes \
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${TF_SERVING_BAZEL_OPTIONS} \
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--verbose_failures \
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--force_pic \
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--output_filter=DONT_MATCH_ANYTHING \
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${TF_SERVING_BUILD_OPTIONS} \
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tensorflow_serving/model_servers:tensorflow_model_server && \
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cp bazel-bin/tensorflow_serving/model_servers/tensorflow_model_server \
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/usr/local/bin/
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# Build and install TensorFlow Serving API
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RUN bazel build -j 8 --color=yes --curses=yes \
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${TF_SERVING_BAZEL_OPTIONS} \
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--force_pic \
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--verbose_failures \
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--output_filter=DONT_MATCH_ANYTHING \
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${TF_SERVING_BUILD_OPTIONS} \
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tensorflow_serving/tools/pip_package:build_pip_package && \
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bazel-bin/tensorflow_serving/tools/pip_package/build_pip_package \
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/tmp/pip && \
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pip --no-cache-dir install --upgrade \
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/tmp/pip/tensorflow_serving_api-*.whl && \
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rm -rf /tmp/pip
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FROM binary_build as clean_build
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# Clean up Bazel cache when done.
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RUN bazel clean --expunge --color=yes && \
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rm -rf /root/.cache
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CMD ["/bin/bash"]
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