A compiler for multiprocessor DSP implementation

P. Hoang, J. Rabaey
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引用次数: 13

Abstract

McDAS, a software environment designed to support the real-time implementation of digital signal processing (DSP) applications onto multiple processors, is described. Users program their algorithms as they would on a single processor, and McDAS automatically schedules and compiles the program onto the target multiprocessor. The scheduler maximizes the computational throughput by simultaneously considering pipelining, retiming, and parallelism while accounting for processor and memory constraints, as well as interprocessor communication delays. If the architecture is scalable or configurable, the scheduler can be invoked with different numbers of processors and multiprocessor topologies to explore various implementations. The code generator is similarly retargetable to different memory architectures and core processors. Data buffers and synchronizations are automatically inserted to ensure correct execution. The code generated can also execute the algorithms with either quasi-infinite precision or bit-true precision, allowing the algorithm designer to assess the effects of quantization and truncation. The results on a set of benchmarks are presented.<>
一个用于多处理器DSP实现的编译器
McDAS是一种软件环境,旨在支持在多处理器上实时实现数字信号处理(DSP)应用。用户在单处理器上编写算法,McDAS自动调度并将程序编译到目标多处理器上。调度器通过同时考虑流水线、重定时和并行性,同时考虑处理器和内存约束以及处理器间通信延迟,从而最大化计算吞吐量。如果体系结构是可伸缩或可配置的,则可以使用不同数量的处理器和多处理器拓扑调用调度器,以探索各种实现。代码生成器同样可以针对不同的内存体系结构和核心处理器进行重新定位。自动插入数据缓冲区和同步以确保正确执行。生成的代码还可以以准无限精度或位真精度执行算法,允许算法设计者评估量化和截断的效果。本文给出了一组基准测试的结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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