A Sparse Tensor Benchmark Suite for CPUs and GPUs.
Jiajia LiMahesh LakshminarasimhanXiaolong WuAng LiCatherine OlschanowskyKevin J. BarkerPublished in: IISWC (2020)
Keyphrases
- benchmark suite
- parallel processing
- graphics processing units
- tensor decomposition
- tensor factorization
- multi core systems
- high order
- graphics processors
- general purpose
- higher order
- high dimensional
- sparse data
- sparse representation
- real time
- parallel programming
- compressive sensing
- dimensionality reduction
- parallel computing
- graphics hardware
- tensor product
- commodity hardware
- data representation
- sparse matrix
- auxiliary information
- random projections
- dictionary learning
- memory bandwidth