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Preesm: A dataflow-based rapid prototyping framework for simplifying multicore DSP programming

机译:PreSM:基于数据流的快速原型框架,用于简化多核DSP编程

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The high performance Digital Signal Processors (DSPs) currently manufactured by Texas Instruments are heterogeneous multiprocessor architectures. Programming these architectures is a complex task often reserved to specialized engineers because the bottlenecks of both the algorithm and the architecture need to be deeply understood in order to obtain a fairly parallel execution. The PREESM framework objective is to simplify the programming of multicore DSP systems by building on dataflow programming methods. The current functionalities of this scalable framework cover memory and time analysis, as well as automatic deadlock-free code generation. Several tutorials are provided with the tool for fast initiation of C programmers to multicore DSP programming. This paper demonstrates PREESM capabilities by comparing simulation and execution performances on a stereo matching algorithm prototyped on the TMS320C6678 8-core DSP device.
机译:由Texas Instruments目前制造的高性能数字信号处理器(DSP)是异构多处理器架构。 编程这些架构是一个复杂的任务,通常保留给专业工程师,因为算法和架构的瓶颈需要深入理解,以便获得相当平行的执行。 PreSM框架目标是通过在数据流程编程方法上构建来简化多核DSP系统的编程。 该可扩展框架的当前功能涵盖存储器和时间分析,以及自动死锁代码生成。 提供了多个教程,用于快速启动C程序员以进行多核DSP编程。 本文通过对TMS320C6678 8-Core DSP设备上的立体声匹配算法进行比较,通过比较模拟和执行性能来展示预先取证功能。

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