1 citations · 1 across the 2 of their papers we have counts for
4 papers
A Variable Vector Length SIMD Architecture for HW/SW Co-designed Processors
Rakesh Kumar, Alejandro Martinez, Antonio Gonzalez
Hardware/Software (HW/SW) co-designed processors provide a promising solution to the power and complexity problems of the modern microprocessors by keeping their hardware simple. M…
Boosting LSTM Performance Through Dynamic Precision Selection
Franyell Silfa, Jose-Maria Arnau, Antonio Gonzàlez
The use of low numerical precision is a fundamental optimization included in modern accelerators for Deep Neural Networks (DNNs). The number of bits of the numerical representation…
(Pen-) Ultimate DNN Pruning
Marc Riera, Jose-Maria Arnau, Antonio Gonzalez
DNN pruning reduces memory footprint and computational work of DNN-based solutions to improve performance and energy-efficiency. An effective pruning scheme should be able to syste…
Rendering Elimination: Early Discard of Redundant Tiles in the Graphics Pipeline
Martí Anglada, Enrique de Lucas, Joan-Manuel Parcerisa +3
GPUs are one of the most energy-consuming components for real-time rendering applications, since a large number of fragment shading computations and memory accesses are involved. M…