9 citations · 14 across the 9 of their papers we have counts for
3 papers · 1 filter
Systolic Arrays and Structured Pruning Co-design for Efficient Transformers in Edge Systems
Pedro Palacios, Rafael Medina, Jean-Luc Rouas +2
Efficient deployment of resource-intensive transformers on edge devices necessitates cross-stack optimization. We thus study the interrelation between structured pruning and systol…
SAT-based Exact Modulo Scheduling Mapping for Resource-Constrained CGRAs
Cristian Tirelli, Juan Sapriza, Rubén Rodríguez Álvarez +6
Coarse-Grain Reconfigurable Arrays (CGRAs) represent emerging low-power architectures designed to accelerate Compute-Intensive Loops (CILs). The effectiveness of CGRAs in providing…
LionHeart: A Layer-based Mapping Framework for Heterogeneous Systems with Analog In-Memory Computing Tiles
Corey Lammie, Yuxuan Wang, Flavio Ponzina +7
When arranged in a crossbar configuration, resistive memory devices can be used to execute Matrix-Vector Multiplications (MVMs), the most dominant operation of many Machine Learnin…