SumMerge: an efficient algorithm and implementation for weight repetition-aware DNN inference.
Rohan Baskar PrabhakarSachit KuharRohit AgrawalChristopher J. HughesChristopher W. FletcherPublished in: ICS (2021)
Keyphrases
- experimental evaluation
- detection algorithm
- computational complexity
- k means
- improved algorithm
- matching algorithm
- optimization algorithm
- search space
- np hard
- high accuracy
- loopy belief propagation
- similarity measure
- objective function
- input data
- expectation maximization
- worst case
- dynamic programming
- multi objective
- hardware implementation
- weighting scheme