34 citations · 34 across the 3 of their papers we have counts for
3 papers
Advancing Direct Convolution using Convolution Slicing Optimization and ISA Extensions
Victor Ferrari, Rafael Sousa, Marcio Pereira +4
Convolution is one of the most computationally intensive operations that must be performed for machine-learning model inference. A traditional approach to compute convolutions is k…
The OpenMP Cluster Programming Model
Hervé Yviquel, Marcio Pereira, Emílio Francesquini +9
Despite the various research initiatives and proposed programming models, efficient solutions for parallel programming in HPC clusters still rely on a complex combination of differ…
Enabling OpenMP Task Parallelism on Multi-FPGAs
R. Nepomuceno, R. Sterle, G. Valarini +3
FPGA-based hardware accelerators have received increasing attention mainly due to their ability to accelerate deep pipelined applications, thus resulting in higher computational pe…