Koios: A Deep Learning Benchmark Suite for FPGA Architecture and CAD Research.
Aman AroraAndrew BoutrosDaniel RauchAishwarya RajenAatman BordaSeyed Alireza DamghaniSamidh MehtaSangram KatePragnesh PatelKenneth B. KentVaughn BetzLizy K. JohnPublished in: CoRR (2021)
Keyphrases
- deep learning
- benchmark suite
- hardware architecture
- unsupervised learning
- hardware implementation
- unsupervised feature learning
- machine learning
- restricted boltzmann machine
- deep architectures
- mental models
- xilinx virtex
- pipelined architecture
- field programmable gate array
- supervised learning
- long range
- weakly supervised