Jigsaw: Accelerating SpMM with Vector Sparsity on Sparse Tensor Core.
Kaige ZhangXiaoyan LiuHailong YangTianyu FengXinyu YangYi LiuZhongzhi LuanDepei QianPublished in: ICPP (2024)
Keyphrases
- tensor factorization
- sparse representation
- high dimensional
- tensor decomposition
- sparse matrix
- sparsity constraints
- matrix factorization
- dimensionality reduction
- high order
- compressive sampling
- negative matrix factorization
- sparse approximation
- collaborative filtering
- sparse approximations
- higher order
- basis pursuit
- compressed sensing
- vector space
- dictionary learning
- sparse data
- compressive sensing
- high dimensional data
- mixed norm
- sparsity inducing
- sparse coding
- group lasso
- low dimensional
- sparse coefficients
- higher order tensors
- tag recommendation
- nonnegative matrix factorization
- data representation
- singular value decomposition
- regression model
- image classification
- feature vectors