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chrishkchris merged 1 commit into from
Mar 22, 2025
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Add the release notes for V 5.0.0 #1296

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28 changes: 28 additions & 0 deletions RELEASE_NOTES
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Release Notes - SINGA - Version singa-5.0.0

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.

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Release Notes - SINGA - Version singa-4.3.0

SINGA is a distributed deep learning library.
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