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Add TensorFlow to lambda-packages #44

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2 changes: 1 addition & 1 deletion .gitignore
Original file line number Diff line number Diff line change
Expand Up @@ -62,4 +62,4 @@ target/
.ipynb_checkpoints

.DS_Store

.idea
5 changes: 5 additions & 0 deletions lambda_packages/__init__.py
Original file line number Diff line number Diff line change
Expand Up @@ -86,5 +86,10 @@
'version': '2016.8.27',
'path': os.path.join(os.path.dirname(os.path.abspath(__file__)),
'regex', 'regex-2016.8.27.tar.gz')
},
'tensorflow': {
'version': '1.1.0',
'path': os.path.join(os.path.dirname(os.path.abspath(__file__)),
'tensorflow', 'tensorflow-1.1.tar.gz')
}
}
7 changes: 7 additions & 0 deletions lambda_packages/tensorflow/README.md
Original file line number Diff line number Diff line change
@@ -0,0 +1,7 @@
## Build

```
./build.sh 1.1
```

Note: this was built on a m4.xlarge machine. That's probably overkill, but t2.micro is too small.
64 changes: 64 additions & 0 deletions lambda_packages/tensorflow/build.sh
Original file line number Diff line number Diff line change
@@ -0,0 +1,64 @@
#!/bin/bash

if [ -z "${1}" ]
then
echo "usage: build.sh version"
exit 1;
fi

VERSION=${1}
TMP_DIR="tensorflow_${VERSION}"

mkdir ${TMP_DIR}
cd ${TMP_DIR}
echo "Packaging ${PACKAGE}"

echo "do update"
sudo yum update -y

sudo yum groupinstall -y "Development Tools"

echo "do dependency install"

# JDK 8: https://medium.com/@mertcal/easily-install-oracle-jdk8-on-your-ec2-instance-9317644a42fa
sudo wget --no-cookies --no-check-certificate --header "Cookie: gpw_e24=http%3A%2F%2Fwww.oracle.com%2F; oraclelicense=accept-securebackup-cookie" "https://download.oracle.com/otn-pub/java/jdk/8u51-b16/jdk-8u51-linux-x64.rpm"
sudo rpm -ivh jdk-8u51-linux-x64.rpm

# Bazel
wget https://github.com/bazelbuild/bazel/releases/download/0.4.5/bazel-0.4.5-installer-linux-x86_64.sh
sudo bash bazel-0.4.5-installer-linux-x86_64.sh

# Python dependencies
sudo yum install python27-devel -y
sudo pip install numpy wheel

# Clone the repo
git clone https://github.com/tensorflow/tensorflow
cd tensorflow
git checkout r${1}

# Build TensorFlow. This takes about 26 minutes
PYTHON_BIN_PATH=/usr/bin/python CC_OPT_FLAGS="-march=native" \
TF_NEED_JEMALLOC=1 TF_NEED_GCP=0 TF_NEED_HDFS=0 TF_ENABLE_XLA=0 \
TF_NEED_OPENCL=0 TF_NEED_CUDA=0 PYTHON_LIB_PATH="/usr/local/lib64/python2.7/site-packages" ./configure
JAVA_HOME=/usr/java/latest bazel build -c opt //tensorflow/tools/pip_package:build_pip_package

# Install into a new directory
bazel-bin/tensorflow/tools/pip_package/build_pip_package /tmp/tensorflow_pkg/
sudo pip install --upgrade pip
mkdir package
/usr/local/bin/pip install --no-dependencies --target package/ /tmp/tensorflow_pkg/*.whl

# Make it smaller
cd package
rm -rf external
rm -rf tensorflow/examples
rm -rf tensorflow/tools
rm -rf tensorflow/tensorboard
for f in $(find . | grep '.so$')
do
strip -x $f
done

# Archive it
tar cvzf ~/tensorflow-${1}.tar.gz * && cd ~/
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