| id | title |
|---|---|
RELEASE_NOTES_4.2.0 |
Apache SINGA-4.2.0 Release Notes |
SINGA is a distributed deep learning library.
This release includes following changes:
-
Add support for deep learning models running on top of PolarDB
- Implement efficient model selection for a given dataset stored in the database
- Add support for dynamic model creation
- Add support for flexible setting of model training configurations
- Optimize the in-database analytics modules for scalability, efficiency and memory consumption
-
New example
- Add a horizontal federated learning example using the Bank dataset
-
Enhance examples
- Add sample training data for testing the model selection application
-
Update the website
- Update the star button in the main page
- Refine the display of star statistics
-
Update the python versions for wheel files
-
Fix bugs
- Fix the rat check files
- Update the license files