3 citations · 5 across the 3 of their papers we have counts for
3 papers
SPARTA: Spatial Acceleration for Efficient and Scalable Horizontal Diffusion Weather Stencil Computation
Gagandeep Singh, Alireza Khodamoradi, Kristof Denolf +6
Fast and accurate climate simulations and weather predictions are critical for understanding and preparing for the impact of climate change. Real-world weather and climate modeling…
BOMP-NAS: Bayesian Optimization Mixed Precision NAS
David van Son, Floran de Putter, Sebastian Vogel +1
Bayesian Optimization Mixed-Precision Neural Architecture Search (BOMP-NAS) is an approach to quantization-aware neural architecture search (QA-NAS) that leverages both Bayesian op…
LEAPER: Fast and Accurate FPGA-based System Performance Prediction via Transfer Learning
Gagandeep Singh, Dionysios Diamantopoulos, Juan Gómez-Luna +3
Machine learning has recently gained traction as a way to overcome the slow accelerator generation and implementation process on an FPGA. It can be used to build performance and re…