From 943646d0f9c5f4987c99d26dc3214a8077ff28d3 Mon Sep 17 00:00:00 2001 From: Zhaojing Luo Date: Fri, 21 Mar 2025 21:54:24 +0800 Subject: [PATCH] Add the release notes for V 5.0.0 Add the release notes for V 5.0.0 --- RELEASE_NOTES | 28 ++++++++++++++++++++++++++++ 1 file changed, 28 insertions(+) diff --git a/RELEASE_NOTES b/RELEASE_NOTES index fe9384656..c8c75349b 100644 --- a/RELEASE_NOTES +++ b/RELEASE_NOTES @@ -1,3 +1,31 @@ +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. + +---------------------------------------------------------------------------------------------- + Release Notes - SINGA - Version singa-4.3.0 SINGA is a distributed deep learning library.