Toward Accelerating Deep Learning at Scale Using Specialized Logic

By Kalin Ovtcharov, Olatunji Ruwase, Joo-Young Kim, J. Fowers, Karin Strauss, Eric S. Chung. 2015

Subfields: ML Systems & Hardware

Citations in the corpus

• TensorFlow: A system for large-scale machine learning (2016, neutral): “Since it is difficult to predict the next popular architecture for executing machine learning algorithms, we require that TensorFlow uses a portable programming model that can target a generic device abstraction, and allows its operations to be specialized for new architectures as they emerge.”