BitHist: A Precision-Scalable Sparse-Awareness DNN Accelerator Based on Bit Slices Products Histogram.
Zhaoteng MengLong XiaoXiaoyao GaoZhan LiLin ShuJie HaoPublished in: Euro-Par (2023)
Keyphrases
- gray level
- high precision
- sparse data
- sparse representation
- parallel implementation
- precision and recall
- absolute difference
- data sets
- product design
- high dimensional
- highly scalable
- mean shift
- lightweight
- training data
- compressive sensing
- web scale
- production line
- selectivity estimation
- product recommendation
- sparse matrix
- neural network