Performance Analysis and Optimization for MTTKRP of Sparse Tensor on CPU and GPU.
Rong HuWangdong YangXu ZhouKenli LiKeqin LiPublished in: HPCC/DSS/SmartCity (2020)
Keyphrases
- optimization problems
- graphics processors
- gpu implementation
- higher order
- high order
- real time
- graphics processing units
- tensor factorization
- optimization algorithm
- optimization process
- tensor decomposition
- general purpose
- constrained optimization
- dimensionality reduction
- high dimensional
- sparse coding
- data transfer
- sparse data
- optimization method
- compressive sensing
- compressed sensing
- genetic algorithm