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Effective SIMD code generation for the high-level declarative data-parallel language 8 1/2

机译:有效的SIMD代码生成,用于高级声明式数据并行语言8 1/2

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We describe in this paper an effective code generation scheme for a declarative data-parallel language targeted towards sequential, vector or SIMD architectures. The code generation is produced from the declarative data-parallel language 8 1/2, a language that relies on the notions of stream and collection in a high-level declarative framework. We first describe the language and its specificities focusing on data-parallelism. Then we present two optimizations for the generated code: the sharing of common control expressions and the optimization of delay copies. Next, we give some elements for the evaluation of the generated code. As a conclusion, we recall the overall effectiveness of the execution scheme and draw some plans for the future.
机译:我们在本文中描述了一种针对顺序,矢量或SIMD体系结构的声明性数据并行语言的有效代码生成方案。代码生成是由声明性数据并行语言8 1/2产生的,该语言依赖于高级声明性框架中的流和集合的概念。我们首先描述该语言及其针对数据并行性的特殊性。然后,我们对生成的代码进行了两种优化:公用控制表达式的共享和延迟副本的优化。接下来,我们给出一些用于评估所生成代码的元素。总而言之,我们回顾执行计划的整体有效性,并为未来制定一些计划。

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