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cs.AR2024
Fast and Practical Strassen's Matrix Multiplication using FPGAs
Afzal Ahmad, Linfeng Du, Wei Zhang
Matrix multiplication is a cornerstone operation in a wide array of scientific fields, including machine learning and computer graphics. The standard algorithm for matrix multiplic…
cs.LG2024
Accel-NASBench: Sustainable Benchmarking for Accelerator-Aware NAS
Afzal Ahmad, Linfeng Du, Zhiyao Xie +1
One of the primary challenges impeding the progress of Neural Architecture Search (NAS) is its extensive reliance on exorbitant computational resources. NAS benchmarks aim to simul…