Adapting floating-point precision to accelerate deep neural network training 

Osorio Ríos, John Haiber (Date of defense: 2023-10-18)

(English) Deep Neural Networks (DNNs) have become ubiquitous in a wide range of application domains. Despite their success, training DNNs is an expensive task which has motivated the use of reduced numerical precision ...