Sparta: high-performance, element-wise sparse tensor contraction on heterogeneous memory.
Jiawen LiuJie RenRoberto GioiosaDong LiJiajia LiPublished in: PPoPP (2021)
Keyphrases
- tensor decomposition
- tensor factorization
- high order
- compute intensive
- pairwise
- memory requirements
- sparse data
- dictionary learning
- belief change
- computing power
- memory space
- sparse representation
- high dimensional
- sparse coding
- diffusion tensor
- random access
- limited memory
- auxiliary information
- compressed sensing
- tensor product
- data structure