Apache SINGA-5.0.0 Release Notes
SINGA is a distributed deep learning library.
This release includes following changes:
Add the implementations of the healthcare model zoo.
- Add the implementation for the cardiovascular disease.
- Add the implementation for the diabetic disease.
- Add the implementation for the hematologic disease.
- Add the implementation for the kidney disease.
- Add the implementation for the malaria disease.
- Add the implementation for the thyroid eye disease.
Optimize the distributed training by updating the MSOptimizer and MSSGD.
Improve the efficiency of the transformer example.
Add the sparsification version of the model for the model selection example.
Update data processing for the benchmark dataset.
Update the pom.xml file to include paths for datasets.
Update the online documentations for the healthcare model zoo.