Build TensorFlow Serving 1.14 on CentOS 7

build_tf_serving_centos7.sh

#!/bin/bash

# Requires Python 3.6 virtualenv
source ~/venv36/bin/activate

# Java
sudo yum -y install java-1.8.0-openjdk-devel

# Build Esentials (minimal)
sudo yum -y install gcc gcc-c++ kernel-devel make automake autoconf swig git unzip libtool binutils

# Extra Packages for Enterprise Linux (EPEL) (for pip, zeromq3)
sudo yum -y install epel-release

# Other TF deps
sudo yum -y install freetype-devel libpng12-devel zip zlib-devel giflib-devel zeromq3-devel

# Python utils
pip --no-cache-dir install \
    "future>=0.17.1" \
    grpcio \
    h5py \
    keras_applications \
    keras_preprocessing \
    mock \
    numpy \
    requests


# Bazel
export PATH="$PATH:$HOME/bin"

echo "Installing bazel"
pushd /var/tmp
VERSION=0.24.1
wget https://github.com/bazelbuild/bazel/releases/download/$VERSION/bazel-$VERSION-installer-linux-x86_64.sh
chmod u+x bazel-$VERSION-installer-linux-x86_64.sh
./bazel-$VERSION-installer-linux-x86_64.sh --user
popd

# TF Serving
git clone https://github.com/tensorflow/serving -b r1.14

pushd serving

TF_SERVING_BUILD_OPTIONS="--config=nativeopt"
bazel build --color=yes --curses=yes \
    --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 ..

popd

echo Done!