| 摘要 |
A computer-implemented method and apparatus for parallelizing input computer-program code based on class-specific abstractions. The method includes the steps of providing a class-specific abstraction (CSA), and generating parallelization code based on the CSA and the input code. Other aspects include checking the input code for compliance with the CSA, performing a dependency analysis of the input code for compliance with the CSA, analyzing the control flow of the input code based on the CSA, and generating a block-based representation of a control flow based on index variables in the input code and on the CSA. In one embodiment, the CSA includes a computational-set template, a dependency template, and a set of allowed index-variable access patterns. Yet other aspects include generating synchronization points based on the CSA, mapping a computational set to a virtual array of parallel processors, and mapping the virtual array of parallel processors to a physical array of parallel processors. Other features include outputting a representation of communications flow between processors of data related to index variables in the input code. Other aspects include a storage medium having a computer program stored thereon for causing a computer to parallelize input code by the method. Another embodiment includes the steps of identifying to the computer a numerical-method class used in the input code, identifying a mapping of an index variable used in the input code to spatial coordinates. Other aspects include performing dependency analysis to determine communication-synchronization points, and minimizing the number of such points for data transmitted between processors.
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