We are pleased to announce that SINGA 5.0.0 was released on 14 April 2025. SINGA is a general distributed deep learning library for training big deep learning models over large datasets.
The release is available at: http://singa.apache.org/docs/downloads/ The main features of this release include 1. Add the implementations of the healthcare model zoo. 2. Optimize the distributed training by updating the MSOptimizer and MSSGD. 3. Improve the efficiency of the transformer implementation. 4. Add the sparsification implementations for the models. 5. Update the pom.xml file to include paths for datasets. 6. Update the online documentation. We look forward to hearing your feedback, suggestions, and contributions to the project. Best Regards, Zhaojing (On behalf of the SINGA team)
