Abstractions for specifying sparse matrix data transformations

P Nandy, M Hall, E Davis, C Olschanowsky… - Proceedings of the …, 2018 - par.nsf.gov
The inspector/executor paradigm permits using runtime information in concert with compiler
optimization. An inspector collects information that is only available at runtime; this …

Format Abstractions for the Compilation of Sparse Tensor Algebra

S Chou - 2022 - dspace.mit.edu
Tensors are commonly used to represent data in many domains, including data analytics,
machine learning, science, and engineering. Many highly-optimized libraries and compilers …

From constraint programming to heterogeneous parallelism

PA Ginsbach - 2020 - era.ed.ac.uk
The scaling limitations of multi-core processor development have led to a diversification of
the processor cores used within individual computers. Heterogeneous computing has …