2 papers
cs.DC2025
Marionette: Data Structure Description and Management for Heterogeneous Computing
Nuno dos Santos Fernandes, Pedro Tomás, Nuno Roma +2
Adapting large, object-oriented C++ codebases for hardware acceleration might be extremely challenging, particularly when targeting heterogeneous platforms such as GPUs. Marionette…
cs.LG2021
PositNN: Training Deep Neural Networks with Mixed Low-Precision Posit
Gonçalo Raposo, Pedro Tomás, Nuno Roma
Low-precision formats have proven to be an efficient way to reduce not only the memory footprint but also the hardware resources and power consumption of deep learning computations…