Release Version 4.0.0
Apache SINGA v4.0.0 is released on April 7, 2023. There are seven major features added in this release.
Enhance distributed training by adding GPU configuration support, increasing max epochs, printing mini-batch information, and allowing switching between CPU and GPU.
Enhance example code by updating normalize forward function args, updating xceptionnet, adding weight decay, momentum, and learning rates arguments, adding training scripts for more datasets and models, adding resnet dist version, adding cifar 10 multi-process and sparsification implementation, and updating CIFAR datasets download and load functions.
Enhance the webpage by updating online documentation for distributed training.
Promote code quality by updating inline comments for preprocessing and data loading.
Update the PIL image module.
Update the runtime Dockerfile.
Update the conda files.
Please check the overview page and detailed guides.