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Báo cáo hóa học: Research Article Latency-Sensitive High-Level Synthesis for Multiple Word-Length DSP Design
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Tuyển tập báo cáo các nghiên cứu khoa học quốc tế ngành hóa học dành cho các bạn yêu hóa học tham khảo đề tài: Research Article Latency-Sensitive High-Level Synthesis for Multiple Word-Length DSP Design
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Báo cáo hóa học: " Research Article Latency-Sensitive High-Level Synthesis for Multiple Word-Length DSP Design"Hindawi Publishing CorporationEURASIP Journal on Advances in Signal ProcessingVolume 2011, Article ID 927670, 11 pagesdoi:10.1155/2011/927670Research ArticleLatency-Sensitive High-Level Synthesis forMultiple Word-Length DSP Design Bertrand Le Gal1 and Emmanuel Casseau2 1 IMS Laboratory UMR-CNRS 5218, Polytechnic Institute of Bordeaux (IPB), University of Bordeaux, 33405 Talence CEDEX, France 2 IRISA-CAIRN laboratory, ENSSAT Engineering School, University of Rennes 1, BP 80518, 22305 Lannion CEDEX, France Correspondence should be addressed to Bertrand Le Gal, bertrand.legal@ixl.fr Received 28 June 2010; Revised 21 October 2010; Accepted 19 January 2011 ´ Academic Editor: Juan A. Lopez Copyright © 2011 B. Le Gal and E. Casseau. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. High-level synthesis (HLS) currently seems to be an interesting process to reduce the design time substantially. HLS tools actually map algorithms to architectures. Conventional HLS techniques usually focus on uniform-width resources according to the worst- case data requirements, that is, the largest word length. HLS techniques have been reviewed for the last few years to benefit from multiple word-length fixed point description of the algorithms to be implemented. Aims were to save design area and power consumption. Unfortunately, data-width timing issues over the operation’s latency have not been taken into account accurately. In this paper, an HLS process that takes care of the delay of the operators according to the data width is presented. Experimental results show that our approach achieves significant design latency saving or area decrease compared to a conventional synthesis.1. Introduction In this paper, an HLS process that takes into account operators with variable latency is proposed. It makes itMultimedia, communications, and, more generally, con- possible to save computation clock cycles, that is, to reducesumer electronics applications are witnessing a rapid devel- the design latency when the synthesis is constrained by theopment towards integrating a complex system on a chip number of resources. When the synthesis is constrained for(SoC). The increasingly demanding requirements for digital latency, it makes it possible to save area. The methodology wesignal processing applications (like multimedia, new genera- propose manages both area- and time-constrained syntheses.tions of wireless systems, etc.) lead to the implementation of ASIC and FPGA technologies can be targeted.more and more complex algorithms and systems. To handle The paper is organized as follows. Section 2 presentsthis increase in complexity and the time-to-market pressure, related works about multiple word-length high-level syn-design methodologies based on high-level synthesis (HLS) thesis. Section 3 presents our motivations with an example.are nowadays required [1–3]. These methodologies allow Section 4 is dedicated to the proposed methodology. Theto generate circuits from the behavior of the application models and the techniques we use are presented in thisto implement and from a set of constraints. Digital signal section. Experimental results are reported in Section 5.and video processing applications usually require a largenumber of computations. Data-width requirements are notthe same during the processing. When an ASIC or a 2. Related WorksFPGA implementation is targeted, area cost, latency, andpower consumption can be reduced if redundant bits are Fixed point DSP algorithm implementation based on high-identified. Efficient usage of resources requires efficient level synthesis mainly consists of two steps: word-lengthsynthesis methods. However, previous related works usually allocation and high-level synthesis. In [4], the benefits ofconsider area optimizations. Data width impacts resource the multiple word-length design approach over the tradi-area but also impacts the delay of the operators. tional uniform word-length design approach are presented.2 EURASIP Journal on Advances in Signal ProcessingImplementation cost may be notably reduced with multiple computing a 16-bit one because, in practice, short integersword-length fixed point description of the algorithms. are used in the source code. This characteristic is linked withSeveral high-level synthesis techniques have been proposed the single computing resource-based structure of micropro-during the last two decades. Conventional HLS techniques cessor datapath that is still reused all over the computations.usually focus on uniform-width resources. Worst-case data In contrast, hardware designs are specifically designed. Onsize, that is, the largest word length, is thus considered. ASIC or FPGA technologies, resources can be sized depend-Although operation scheduling and resource binding are ing on the requirements. Furthermore, an operator can have ...
Nội dung trích xuất từ tài liệu:
Báo cáo hóa học: " Research Article Latency-Sensitive High-Level Synthesis for Multiple Word-Length DSP Design"Hindawi Publishing CorporationEURASIP Journal on Advances in Signal ProcessingVolume 2011, Article ID 927670, 11 pagesdoi:10.1155/2011/927670Research ArticleLatency-Sensitive High-Level Synthesis forMultiple Word-Length DSP Design Bertrand Le Gal1 and Emmanuel Casseau2 1 IMS Laboratory UMR-CNRS 5218, Polytechnic Institute of Bordeaux (IPB), University of Bordeaux, 33405 Talence CEDEX, France 2 IRISA-CAIRN laboratory, ENSSAT Engineering School, University of Rennes 1, BP 80518, 22305 Lannion CEDEX, France Correspondence should be addressed to Bertrand Le Gal, bertrand.legal@ixl.fr Received 28 June 2010; Revised 21 October 2010; Accepted 19 January 2011 ´ Academic Editor: Juan A. Lopez Copyright © 2011 B. Le Gal and E. Casseau. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. High-level synthesis (HLS) currently seems to be an interesting process to reduce the design time substantially. HLS tools actually map algorithms to architectures. Conventional HLS techniques usually focus on uniform-width resources according to the worst- case data requirements, that is, the largest word length. HLS techniques have been reviewed for the last few years to benefit from multiple word-length fixed point description of the algorithms to be implemented. Aims were to save design area and power consumption. Unfortunately, data-width timing issues over the operation’s latency have not been taken into account accurately. In this paper, an HLS process that takes care of the delay of the operators according to the data width is presented. Experimental results show that our approach achieves significant design latency saving or area decrease compared to a conventional synthesis.1. Introduction In this paper, an HLS process that takes into account operators with variable latency is proposed. It makes itMultimedia, communications, and, more generally, con- possible to save computation clock cycles, that is, to reducesumer electronics applications are witnessing a rapid devel- the design latency when the synthesis is constrained by theopment towards integrating a complex system on a chip number of resources. When the synthesis is constrained for(SoC). The increasingly demanding requirements for digital latency, it makes it possible to save area. The methodology wesignal processing applications (like multimedia, new genera- propose manages both area- and time-constrained syntheses.tions of wireless systems, etc.) lead to the implementation of ASIC and FPGA technologies can be targeted.more and more complex algorithms and systems. To handle The paper is organized as follows. Section 2 presentsthis increase in complexity and the time-to-market pressure, related works about multiple word-length high-level syn-design methodologies based on high-level synthesis (HLS) thesis. Section 3 presents our motivations with an example.are nowadays required [1–3]. These methodologies allow Section 4 is dedicated to the proposed methodology. Theto generate circuits from the behavior of the application models and the techniques we use are presented in thisto implement and from a set of constraints. Digital signal section. Experimental results are reported in Section 5.and video processing applications usually require a largenumber of computations. Data-width requirements are notthe same during the processing. When an ASIC or a 2. Related WorksFPGA implementation is targeted, area cost, latency, andpower consumption can be reduced if redundant bits are Fixed point DSP algorithm implementation based on high-identified. Efficient usage of resources requires efficient level synthesis mainly consists of two steps: word-lengthsynthesis methods. However, previous related works usually allocation and high-level synthesis. In [4], the benefits ofconsider area optimizations. Data width impacts resource the multiple word-length design approach over the tradi-area but also impacts the delay of the operators. tional uniform word-length design approach are presented.2 EURASIP Journal on Advances in Signal ProcessingImplementation cost may be notably reduced with multiple computing a 16-bit one because, in practice, short integersword-length fixed point description of the algorithms. are used in the source code. This characteristic is linked withSeveral high-level synthesis techniques have been proposed the single computing resource-based structure of micropro-during the last two decades. Conventional HLS techniques cessor datapath that is still reused all over the computations.usually focus on uniform-width resources. Worst-case data In contrast, hardware designs are specifically designed. Onsize, that is, the largest word length, is thus considered. ASIC or FPGA technologies, resources can be sized depend-Although operation scheduling and resource binding are ing on the requirements. Furthermore, an operator can have ...
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