Developing.md

Usage example :

Setup

PYTH_VERSION=3.6
export GIT_TOKEN=
export GIT_RELEASE_REPO=

Create the templates

oc create -f tensorflow-build-image.json
oc create -f tensorflow-build-job.json
oc create -f tensorflow-build-dc.json

Create the Build Image for fedora27

oc new-app --template=tensorflow-build-image  \
--param=APPLICATION_NAME=tf-fedora27-build-image-${PYTH_VERSION//.} \
--param=S2I_IMAGE=registry.fedoraproject.org/f27/s2i-core  \
--param=DOCKER_FILE_PATH=Dockerfile.fedora27  \
--param=NB_PYTHON_VER=$PYTH_VERSION \
--param=BAZEL_VERSION=0.15.0 \
--param=VERSION=1 

Create Tensorflow wheel for CPU using the build image

oc new-app --template=tensorflow-build-job  \
--param=APPLICATION_NAME=tf-fedora27-builder-job-${PYTH_VERSION//.}  \
--param=BUILDER_IMAGESTREAM=tf-fedora27-build-image-${PYTH_VERSION//.}:1  \
--param=NB_PYTHON_VER=$PYTH_VERSION \
--param=CUSTOM_BUILD="bazel build -c opt --cxxopt='-D_GLIBCXX_USE_CXX11_ABI=0' --local_resources 2048,2.0,1.0 --verbose_failures //tensorflow/tools/pip_package:build_pip_package"  \
--param=SESHETA_GITHUB_ACCESS_TOKEN=$GIT_TOKEN \
--param=GIT_RELEASE_REPO=$GIT_RELEASE_REPO \
--param=BAZEL_VERSION=0.15.0

Setup a DEV pod for fedora27

oc new-app --template=tensorflow-build-dc  \
--param=APPLICATION_NAME=tf-fedora27-builder-dc-${PYTH_VERSION//.} \
--param=BUILDER_IMAGESTREAM=tf-fedora27-build-image-${PYTH_VERSION//.}:1  \
--param=NB_PYTHON_VER=$PYTH_VERSION \
--param=CUSTOM_BUILD="bazel build -c opt --cxxopt='-D_GLIBCXX_USE_CXX11_ABI=0' --local_resources 2048,2.0,1.0 --verbose_failures //tensorflow/tools/pip_package:build_pip_package"  \
--param=GIT_TOKEN=$GIT_TOKEN \
--param=GIT_RELEASE_REPO=$GIT_RELEASE_REPO \
--param=BAZEL_VERSION=0.15.0 \
--param=TEST_LOOP=y 

To delete all resources

oc delete  all -l appName=tf-fedora27-build-image-${PYTH_VERSION//.}
oc delete  all -l appName=tf-fedora27-build-dc-${PYTH_VERSION//.}
oc delete  all -l appName=tf-fedora27-build-job-${PYTH_VERSION//.}

GPU Usage example :

Create the Build Image for GPU rhel7

oc new-app --template=tensorflow-build-image  \
--param=APPLICATION_NAME=tf-rhel75gpu-build-image-${PYTH_VERSION//.}  \
--param=S2I_IMAGE=registry.access.redhat.com/rhscl/s2i-core-rhel7  \
--param=DOCKER_FILE_PATH=Dockerfile.rhel75gpu  \
--param=NB_PYTHON_VER=$PYTH_VERSION  \
--param=VERSION=1  --param=BAZEL_VERSION=0.15.0

Create Tensorflow wheel for GPU using the build image

oc new-app --template=tensorflow-build-job  \
--param=APPLICATION_NAME=tf-rhel75gpu-build-job-${PYTH_VERSION//.} \
--param=BUILDER_IMAGESTREAM=tf-rhel75gpu-build-image-${PYTH_VERSION//.}:1  \
--param=NB_PYTHON_VER=$PYTH_VERSION   \
--param=CUSTOM_BUILD="bazel build --copt=-mavx --copt=-mavx2 --copt=-mfma --copt=-mfpmath=both --copt=-msse4.2  --cxxopt='-D_GLIBCXX_USE_CXX11_ABI=0' --local_resources 2048,2.0,1.0 --verbose_failures //tensorflow/tools/pip_package:build_pip_package"  \
--param=SESHETA_GITHUB_ACCESS_TOKEN=$GIT_TOKEN  \
--param=TF_NEED_CUDA=1  \
--param=BAZEL_VERSION=0.15.0