FRAMEWORK FOR PARALLELIZING GENERAL REDUCTION

摘要

A method for providing parallel processing capabilities including: performing scalar and array privatization analysis via a compiler; checking whether an assignment statement is reducible; recognizing reduction patterns through a pattern matching algorithm; classifying a reduction type of each of the reduction patterns; and performing transformations and code generation for each reduction the reduction type of each of the reduction patterns.