DLUX: A LUT-Based Near-Bank Accelerator for Data Center Deep Learning Training Workloads.
Peng GuXinfeng XieShuangchen LiDimin NiuHongzhong ZhengKrishna T. MalladiYuan XiePublished in: IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. (2021)
Keyphrases
- deep learning
- data center
- deep architectures
- restricted boltzmann machine
- cloud computing
- unsupervised learning
- unsupervised feature learning
- cost effective
- machine learning
- virtual machine
- energy consumption
- deep belief networks
- data sets
- power consumption
- supervised learning
- training examples
- mental models
- database systems
- model selection
- online learning
- data management
- weakly supervised
- co occurrence
- information extraction
- real time