Apache SINGA

Apache SINGA is an open-source machine learning and deep learning framework designed for distributed training and efficiency. It supports integration with relational databases, model interoperability using ONNX, automatic computation graph management, memory and parameter optimization, and time profiling. SINGA is ideal for researchers, engineers, and organizations looking to train, deploy, and scale deep learning models, especially in domains like healthcare and science.