We are pleased to announce that SINGA (incubating) 1.2.0 is released. SINGA is a general distributed deep learning platform for training big deep learning models over large datasets. It is designed with an intuitive programming model based on the layer abstraction. SINGA supports a wide variety of popular deep learning models.
The release is available at: http://singa.apache.org/en/downloads.html The main features of this release include: - Implement autograd (currently support MLP model) - Upgrade PySinga to support Python 3 - Improve the Tensor class with the stride field - Upgrade cuDNN from V5 to V7 - Add VGG, Inception V4, ResNet, and DenseNet for ImageNet classification - Create alias for conda packages - Complete documentation in Chinese - Add instructions for running SINGA on Windows - Update the compilation, CI We look forward to hearing your feedback, suggestions and contributions to the project. On behalf of the SINGA team, Moaz Reyad
