Towards an Efficient Sparse Storage Format for the SpMM Kernel in GPUs.
Renzo MariniErnesto DufrechouPablo EzzattiPublished in: Euro-Par Workshops (2021)
Keyphrases
- sparse kernel
- additive models
- file system
- multiple kernel
- convolution kernel
- metadata
- kernel methods
- sparse representation
- efficient implementation
- kernel function
- general purpose
- high dimensional
- storage requirements
- random access
- feature space
- kernel matrices
- data storage
- positive semi definite
- regularized least squares
- computational power
- input space
- support vector