Sparseloop: An Analytical, Energy-Focused Design Space Exploration Methodology for Sparse Tensor Accelerators.
Yannan Nellie WuPo-An TsaiAngshuman ParasharVivienne SzeJoel S. EmerPublished in: ISPASS (2021)
Keyphrases
- design space exploration
- high order
- hardware software partitioning
- higher order
- design space
- design process
- energy consumption
- design methodology
- computer architecture
- tensor factorization
- case study
- tensor decomposition
- user interface
- data management
- sparse representation
- image processing
- high level synthesis
- machine learning