A Parallel Sparse Tensor Benchmark Suite on CPUs and GPUs.
Jiajia LiMahesh LakshminarasimhanXiaolong WuAng LiCatherine OlschanowskyKevin J. BarkerPublished in: CoRR (2020)
Keyphrases
- benchmark suite
- parallel processing
- graphics processing units
- multi core systems
- parallel programming
- multi core processors
- general purpose
- commodity hardware
- shared memory
- parallel computing
- computational power
- single instruction multiple data
- sparse data
- high order
- processing units
- parallel computation
- parallel implementation
- higher order
- tensor factorization
- gpu implementation
- parallel architectures
- tensor decomposition
- sparse coding
- parallel execution
- memory bandwidth
- massively parallel
- address space
- sparse representation
- parallel architecture
- highly parallel
- high dimensional
- graphics processors
- high end
- graphics hardware
- floating point
- parallel computers
- dimensionality reduction
- magnetic resonance images
- dictionary learning