| id | RELEASE_NOTES_4.3.0 |
|---|---|
| title | Apache SINGA-4.3.0 Release Notes |
SINGA is a distributed deep learning library.
This release includes following changes:
-
Add the implementation for the Transformer example.
-
Enhance examples
- Update the readme file for the dynamic model slicing example.
- Update the HFL example by setting the maximum number of epochs.
- Add the multiprocess training implementation for the cnn ms example.
- Add the sparsification version of the model for the cnn ms example.
-
Extend the matrix multiplication operator to more dimensions.
-
Update the data types and tensor operations for model training.
-
Add the implementation for the new sum error loss.
-
Update the website
- Add the news for the SIGMOD Systems Award.
-
Fix bugs
- Fix the Github Actions for online code testing.