Abstract: This article deals with nonconvex stochastic optimization problems in deep learning. Appropriate learning rates, based on theory, for adaptive-learning-rate optimization algorithms (e.g., ...

Abstract: Model quantization has emerged as a mandatory technique for efficient inference with advanced Deep Neural Networks (DNN) by representing model parameters with fewer bits. Nevertheless, prior ...

With Office Pro 2021, you’ll have access to Word, Excel, PowerPoint, Outlook, Teams, and more, plus you get a training course to maximize functionality. For a limited time, you can get a license to ...

The commandant of Basic Military Training School Kaweweta in Nakaseke district, Brigadier General Bonny Wolimbwa, is dead. Wolimbwa has been involved in training and preparing UPDF troops for ...