Browsing by Author "Chen, Cheng"

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An effective and efficient code generation algorithm for uniform loops on non-orthogonal DSP architecture
(2007-03-01)
Lee, Yi-Hsuan
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Chen, Cheng
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資訊工程學系
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Department of Computer Science
To meet ever-increasing demands for higher performance and lower power consumption, many high-end digital signal processors (DSPs) commonly employ non-orthogonal architecture. This architecture typically is characterized by irregular data paths, heterogeneous registers, and multiple memory banks. Moreover, sufficient compiler support is obviously important to harvest its benefits. However, usual compilation techniques do not adapt well to non-orthogonal architectures and the compiler design becomes much more difficult due to the complexity of these architectures. The entire code generation process for non-orthogonal architecture must include several phases. In this paper, we extend our previous study to propose a code generation algorithm Rotation Scheduling with Spill Codes Avoiding (RSSA), which is suitable for various DSPs with similar architectural features. As well as introducing detailed principles and algorithms of RSSA, we select several DSP applications and evaluate it under Motorola DSP56000 architectures. The evaluation results clearly demonstrate the effectiveness of RSSA, which can obtain scheduling results with minimum length and fewer spill codes compared to related work. In addition, in order to study the influence of different number of resources on the scheduling result, we also define a hypothetical machine model to represent a scalable non-orthogonal DSP architecture. After evaluating RSSA on various target architectures, we find that adding additional accumulators is the most efficient way to reduce spill codes. Meanwhile, for instruction-level parallelism exploration, numbers of data ALUs and accumulators have to be concurrently increased. Furthermore, based on our analysis, RSSA is not only effective but also quite efficient compared to related studies. (C) 2006 Published by Elsevier Inc.
An efficient code generation algorithm for non-orthogonal DSP architecture
(2007-06-01)
Lee, Yi-Hsuan
;
Chen, Cheng
;
資訊工程學系
;
Department of Computer Science
To meet strict speed and power requirements for embedded applications, many high-end digital Signal Processors (DSPs) commonly employ non-orthogonal architectures that are typically characterized by irregular data paths, heterogeneous registers, and multiple memory banks. Obviously to harvest the benefits provided by this non-orthogonal architecture sufficient compiler support is necessary and important. However, the complexity of such architectures presents a great challenge to compiler design and the usual compilation techniques for general-purpose CPUs do not adapt well to the irregularity of DSP. The entire code generation process must include the following phases: intermediate representation, code compaction, instruction scheduling, memory bank assignment (or variable partition), and register/accumulator assignment. Much related research only considers some phases, which is inadequate. In this paper, we present an effective code generation algorithm named Rotation Scheduling with Spill Codes Predicting (RSSP) to maximally exploit the benefits of non-orthogonal architectures. It contains six parts that cover almost the entire phases of the code generation process. As well as introducing the detailed principles and algorithms of the proposed RSSP, we use an analytic model to evaluate its preliminary performance. Evaluation results clearly demonstrate the effectiveness of the proposed method. Furthermore, we also present some preliminary ideas to generalize RSSP, which can make it more practicable and suit various DSPs with similar architectural features.