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Automatic Generation of Optimized and Synthesizable Hardware Implementation from High-Level Dataflow Programs

机译:从高级数据流程序自动生成优化和可综合的硬件实现

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In this paper, we introduce the Reconfigurable Video Coding (RVC) standard based on the idea that video processing algorithms can be defined as a library of components that can be updated and standardized separately. MPEG RVC framework aims at providing a unified high-level specification of current MPEG coding technologies using a dataflow language called Cal Actor Language (CAL). CAL is associated with a set of tools to design dataflow applications and to generate hardware and software implementations. Before this work, the existing CAL hardware compilers did not support high-level features of the CAL. After presenting the main notions of the RVC standard, this paper introduces an automatic transformation process that analyses the non-compliant features and makes the required changes in the intermediate representation of the compiler while keeping the same behavior. Finally, the implementation results of the transformation on video and still image decoders are summarized. We show that the obtained results can largely satisfy the real time constraints for an embedded design on FPGA as we obtain a throughput of 73 FPS for MPEG 4 decoder and 34 FPS for coding and decoding process of the LAR coder using a video of CIF image size. This work resolves the main limitation of hardware generation from CAL designs.
机译:在本文中,我们基于可将视频处理算法定义为可以分别更新和标准化的组件库的思想,介绍了可重新配置视频编码(RVC)标准。 MPEG RVC框架旨在使用称为Cal Actor语言(CAL)的数据流语言提供当前MPEG编码技术的统一高级规范。 CAL与一组用于设计数据流应用程序以及生成硬件和软件实现的工具相关联。在进行这项工作之前,现有的CAL硬件编译器不支持CAL的高级功能。在介绍了RVC标准的主要概念之后,本文介绍了一种自动转换过程,该过程分析了不兼容的功能,并在保持相同行为的同时,对编译器的中间表示进行了必要的更改。最后,总结了在视频和静止图像解码器上进行转换的实现结果。我们展示了获得的结果可以很大程度上满足FPGA上嵌入式设计的实时约束,因为我们使用CIF图像大小的视频获得了MPEG 4解码器73 FPS的吞吐量和LAR编码器的编码和解码过程的34 FPS的吞吐量。这项工作解决了从CAL设计生成硬件的主要限制。

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