9 citations · 9 across the 2 of their papers we have counts for
3 papers
Exposing Embedded Matrix Multiplication with polyhedral transformations for CGRA compilation
Yuxuan Wang, María José Belda, Fernando Castro +3
Matrix-matrix multiplication (mmul) is a dominant computing pattern in edge workloads, but in real applications it is often embedded within larger affine programs and intertwined w…
An MLIR-Based Compilation Framework for Control Flow Management on Coarse Grained Reconfigurable Arrays
Yuxuan Wang, Cristian Tirelli, Giovanni Ansaloni +2
Coarse Grained Reconfigurable Arrays (CGRAs) present both high flexibility and efficiency, making them well-suited for the acceleration of intensive workloads. Nevertheless, a key…
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…