Various deep learning models
It supports various deep learning models, and thus has the flexibility to allow users to customize the models that fit their business requirements.
It provides a scalable architecture to train deep learning models from huge volumes of data.
Simple programming model
It provides a simple programming model, making the distributed training process transparent to users.
Apache SINGA is an Apache Incubator project for developing an open source machine learning library. It provides a flexible architecture for scalable distributed training, is extensible to cover a wide range of equipment, and has a focus on healthcare applications.