Low-Precision Hardware Architectures Meet Recommendation Model Inference at Scale.
Zhaoxia DengJongsoo ParkPing Tak Peter TangHaixin LiuJie YangHector YuenJianyu HuangDaya Shanker KhudiaXiaohan WeiEllie WenDhruv ChoudharyRaghuraman KrishnamoorthiCarole-Jean WuNadathur SatishChangkyu KimMaxim NaumovSam NaghshinehMikhail SmelyanskiyPublished in: CoRR (2021)
Keyphrases
- management system
- similarity measure
- artificial neural networks
- mathematical model
- computational model
- general purpose
- hardware architectures
- bayesian inference
- computer vision
- collaborative filtering
- probabilistic model
- statistical model
- conceptual model
- neural network model
- recommender systems
- inference process
- high level