Release Version 4.1.0
Apache SINGA V4.1.0 is released on November 5, 2023. There are six major features added in this release.
Add an example for malaria detection using cell images and structured data learning.
Add support for in-database model definition, selection, and training-free model evaluation metrics in RDBMS, along with a coordinator for balancing evaluations.
Enhance distributed training by implementing sum error loss, improving the optimizer, and iterative checking in ModelMeta class.
Enhance example code with flexible training configurations and dynamic models with varying layer sizes.
Update the website with illustrations for database integration and Apache SINGA users.
Fix bugs by updating NVIDIA_GPGKEY in Dockerfile, versions of dependencies in wheel file, and the collections module in model.py.
Please check the overview page and detailed guides.