Example of kubeflow pipeline builder

Example Project

Demo project based uppon Tacotron-pytorch by @soobinseo

Modifications of original project.

• ML code slitly midified, in order to make it working without issues and be more copatible with cuda (if present)
• Few values of the hyperparametes moved out into pipeline parameters
• Speech syntez moved out to webapp, but failing by itself (see Issue #6)
• Sound transformation changed in regards of changed API of librosa

Build

# build with all possible options
./build.sh --owner="butuzov"
           --version=1.1
           --push
           --withtests

• --owner options for docker hub user
• --version to set a version of pipeline and docker images
• --push push to docker registry
• --withtests run simple tests on hosts enviropment with maped volumes and params. test for webapp should be terminated manually.