Scalpel: Customizing DNN Pruning to the Underlying Hardware Parallelism.
Jiecao YuAndrew LukefahrDavid J. PalframanGanesh S. DasikaReetuparna DasScott A. MahlkePublished in: ISCA (2017)
Keyphrases
- massively parallel
- parallel computation
- computational power
- parallel architectures
- real time
- search space
- hardware and software
- pruning method
- low cost
- parallel execution
- parallel processing
- data acquisition
- computer systems
- processing elements
- pruning algorithms
- multithreading
- commodity hardware
- pruning algorithm
- single chip
- computing power
- parallel computing
- high speed