{"id":2439,"date":"2021-02-01T14:06:00","date_gmt":"2021-02-01T11:06:00","guid":{"rendered":"http:\/\/selftiming.ru\/new\/?p=2439"},"modified":"2023-04-07T16:34:31","modified_gmt":"2023-04-07T13:34:31","slug":"dsp-filter-kernels-preliminary-benchmarking-for-recurrent-data-flow-architecture","status":"publish","type":"post","link":"http:\/\/selftiming.ru\/new\/2021\/02\/01\/dsp-filter-kernels-preliminary-benchmarking-for-recurrent-data-flow-architecture\/","title":{"rendered":"DSP Filter Kernels Preliminary Benchmarking for Recurrent Data-flow Architecture"},"content":{"rendered":"\n<p>Yury A. Stepchenkov, Dmitry V. Khilko, Yury I. Shikunov, Georgy A. Orlov.&nbsp; DSP Filter Kernels Preliminary Benchmarking for Recurrent Data-flow Architecture \/\/ 2021 IEEE Conference of Russian Young Researchers in Electrical and Electronic Engineering (EIConRus) St. Petersburg, Moscow, Russia, January 26-29, 2021. \u2014<a rel=\"noreferrer noopener\" href=\"https:\/\/ieeexplore.ieee.org\/xpl\/conhome\/9031668\/proceeding\" target=\"_blank\"> IEEE<\/a>, P. 2040-2044. <\/p>\n\n\n\n<p>DOI: <a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/doi.org\/10.1109\/ElConRus51938.2021.9396594\">10.1109\/ElConRus51938.2021.9396594<\/a>. Indexed in Scopus. URL: <a href=\"https:\/\/ieeexplore.ieee.org\/document\/9396594\">https:\/\/ieeexplore.ieee.org\/document\/9396594<\/a>.<\/p>\n\n\n\n<p><strong>\u0424\u0438\u043d\u0430\u043d\u0441\u043e\u0432\u0430\u044f \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u0430:<\/strong> \u0418\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0435 \u0432\u044b\u043f\u043e\u043b\u043d\u0435\u043d\u043e \u043f\u0440\u0438 \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u0435 \u0420\u043e\u0441\u0441\u0438\u0439\u0441\u043a\u043e\u0433\u043e \u043d\u0430\u0443\u0447\u043d\u043e\u0433\u043e \u0444\u043e\u043d\u0434\u0430 (\u043f\u0440\u043e\u0435\u043a\u0442 19-11-00334). \/ <strong>Funding Agency<\/strong>: The research was supported by the Russian Science Foundation (project No. 19-11-0034).<\/p>\n\n\n\n<p><strong>Abstract:<\/strong> The article discusses the results of a preliminary assessment of the data-flow recurrent architecture&#8217;s performance on a subset of digital signal processing key tasks. Various implementations of vector convolution, FIR filters, IIR filters, adaptive filter, and 256-Point-In-Place FFT are evaluated. The implementation of the listed algorithms is based on the TMS320C55x DSP Library. The preliminary results showed that the performance of the recurrent architecture based on data-flow principles is not inferior to the TMS320C55x, based on von Neumann principles, in terms of the number of computation cycles. Architecture improvement suggestions are presented.<\/p>\n\n\n\n<p><strong>\u0410\u043d\u043d\u043e\u0442\u0430\u0446\u0438\u044f:<\/strong>\u0412 \u0441\u0442\u0430\u0442\u044c\u0435 \u0440\u0430\u0441\u0441\u043c\u0430\u0442\u0440\u0438\u0432\u0430\u044e\u0442\u0441\u044f \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u044b \u043f\u0440\u0435\u0434\u0432\u0430\u0440\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0439 \u043e\u0446\u0435\u043d\u043a\u0438 \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u0438 \u043f\u043e\u0442\u043e\u043a\u043e\u0432\u043e\u0439 \u0440\u0435\u043a\u0443\u0440\u0440\u0435\u043d\u0442\u043d\u043e\u0439 \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u044b \u043d\u0430 \u043f\u043e\u0434\u043c\u043d\u043e\u0436\u0435\u0441\u0442\u0432\u0435 \u043e\u0441\u043d\u043e\u0432\u043d\u044b\u0445 \u0437\u0430\u0434\u0430\u0447 \u0446\u0438\u0444\u0440\u043e\u0432\u043e\u0439 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0441\u0438\u0433\u043d\u0430\u043b\u043e\u0432. \u041e\u0446\u0435\u043d\u0438\u0432\u0430\u044e\u0442\u0441\u044f \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u0435 \u0432\u0430\u0440\u0438\u0430\u043d\u0442\u044b \u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438 \u0441\u0432\u0435\u0440\u0442\u043a\u0438 \u0432\u0435\u043a\u0442\u043e\u0440\u043e\u0432, \u041a\u0418\u0425-\u0444\u0438\u043b\u044c\u0442\u0440\u043e\u0432, \u0411\u0418\u0425-\u0444\u0438\u043b\u044c\u0442\u0440\u043e\u0432, \u0430\u0434\u0430\u043f\u0442\u0438\u0432\u043d\u043e\u0433\u043e \u0444\u0438\u043b\u044c\u0442\u0440\u0430 \u0438 256-Point-In-Place FFT. \u0420\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044f \u043f\u0435\u0440\u0435\u0447\u0438\u0441\u043b\u0435\u043d\u043d\u044b\u0445 \u0430\u043b\u0433\u043e\u0440\u0438\u0442\u043c\u043e\u0432 \u043e\u0441\u0443\u0449\u0435\u0441\u0442\u0432\u043b\u0435\u043d\u0430 \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0435 TMS320C55x DSP Library. \u041f\u043e\u043b\u0443\u0447\u0435\u043d\u043d\u044b\u0435 \u043f\u0440\u0435\u0434\u0432\u0430\u0440\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0435 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u044b \u043f\u043e\u043a\u0430\u0437\u0430\u043b\u0438, \u0447\u0442\u043e \u0443\u0440\u043e\u0432\u0435\u043d\u044c \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u0438 \u0440\u0435\u043a\u0443\u0440\u0440\u0435\u043d\u0442\u043d\u043e\u0439 \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u044b, \u043e\u0441\u043d\u043e\u0432\u0430\u043d\u043d\u043e\u0439 \u043d\u0430 \u043f\u043e\u0442\u043e\u043a\u043e\u0432\u044b\u0445 \u043f\u0440\u0438\u043d\u0446\u0438\u043f\u0430\u0445, \u043d\u0435 \u0443\u0441\u0442\u0443\u043f\u0430\u0435\u0442 TMS320C55x, \u043e\u0441\u043d\u043e\u0432\u0430\u043d\u043d\u043e\u043c\u0443 \u043d\u0430 \u043f\u0440\u0438\u043d\u0446\u0438\u043f\u0430\u0445 \u0444\u043e\u043d \u041d\u0435\u0439\u043c\u0430\u043d\u0430, \u043f\u043e \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u0443 \u0446\u0438\u043a\u043b\u043e\u0432 \u0432\u044b\u0447\u0438\u0441\u043b\u0435\u043d\u0438\u0439. \u0422\u0430\u043a\u0436\u0435 \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u044b \u043f\u0440\u0435\u0434\u043b\u043e\u0436\u0435\u043d\u0438\u044f \u043f\u043e \u0440\u0430\u0437\u0432\u0438\u0442\u0438\u044e \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u044b \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0435 \u043f\u043e\u043b\u0443\u0447\u0435\u043d\u043d\u044b\u0445 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u043e\u0432.<\/p>\n\n\n\n<p>\u0414\u043e\u043f\u043e\u043b\u043d\u0438\u0442\u0435\u043b\u044c\u043d\u0443\u044e \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u044e \u043e \u0441\u043e\u0434\u0435\u0440\u0436\u0430\u043d\u0438\u0438 \u0434\u043e\u043a\u043b\u0430\u0434\u0430 \u0432\u044b \u043c\u043e\u0436\u0435\u0442\u0435 \u043f\u043e\u043b\u0443\u0447\u0438\u0442\u044c \u043d\u0430 <a rel=\"noreferrer noopener\" href=\"https:\/\/ieeexplore.ieee.org\/xpl\/conhome\/9396056\/proceeding\" target=\"_blank\">\u0441\u0430\u0439\u0442\u0435 \u043a\u043e\u043d\u0444\u0435\u0440\u0435\u043d\u0446\u0438\u0438<\/a> \/ You can get additional information on the content of the article on the <a rel=\"noreferrer noopener\" href=\"https:\/\/ieeexplore.ieee.org\/xpl\/conhome\/9396056\/proceeding\" target=\"_blank\">conference website<\/a>. \u0422\u0430\u043a\u0436\u0435 \u0432\u044b \u043c\u043e\u0436\u0435\u0442\u0435 \u0441\u0432\u044f\u0437\u0430\u0442\u044c\u0441\u044f \u0441 \u0430\u0432\u0442\u043e\u0440\u0430\u043c\u0438 \u0434\u043e\u043a\u043b\u0430\u0434\u0430, \u0438\u043b\u0438 \u0441 \u0440\u0443\u043a\u043e\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u0435\u043c \u043d\u0430\u0443\u0447\u043d\u043e\u0439 \u0433\u0440\u0443\u043f\u043f\u044b \u0421\u0442\u0435\u043f\u0447\u0435\u043d\u043a\u043e\u0432\u044b\u043c \u042e. \u0410. <a rel=\"noreferrer noopener\" href=\"mailto:ia_ste@mail.ru\" target=\"_blank\">ia_ste@mail.ru<\/a> \/ You can also contact the authors of the report, or with the head of the scientific group Stepchenkov Ya. A. <a rel=\"noreferrer noopener\" href=\"mailto:ia_ste@mail.ru\" target=\"_blank\">ia_ste@mail.ru<\/a>.<\/p>\n\n\n\n<div class=\"wp-block-file\"><a href=\"http:\/\/selftiming.ru\/new\/wp-content\/uploads\/2021\/05\/elconrus2021_dsp_preliminary_kernels_benchmark_v1.pptx\" class=\"wp-block-file__button\" download=\"\">Download PRESENTATION<\/a><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Yury A. Stepchenkov, Dmitry V. Khilko, Yury I. Shikunov, Georgy A. Orlov.&nbsp; DSP Filter Kernels Preliminary Benchmarking for Recurrent Data-flow Architecture \/\/ 2021 IEEE Conference of Russian Young Researchers in Electrical and Electronic Engineering (EIConRus) St. Petersburg, Moscow, Russia, January 26-29, 2021. \u2014 IEEE, P. 2040-2044. DOI: 10.1109\/ElConRus51938.2021.9396594. Indexed in Scopus. URL: https:\/\/ieeexplore.ieee.org\/document\/9396594. \u0424\u0438\u043d\u0430\u043d\u0441\u043e\u0432\u0430\u044f \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u0430: [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[28,60,13,53,15,59],"tags":[],"class_list":["post-2439","post","type-post","status-publish","format-standard","hentry","category-28","category-orlov-g-a","category-rekurentnost","category-stepchenkov-yu-a","category-conferences-rekurentnost","category-hilko-d-v"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.0 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>DSP Filter Kernels Preliminary Benchmarking for Recurrent Data-flow Architecture - \u041f\u0435\u0440\u0441\u043f\u0435\u043a\u0442\u0438\u0432\u043d\u044b\u0435 \u043f\u0443\u0442\u0438 \u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438 \u0430\u043f\u043f\u0430\u0440\u0430\u0442\u0443\u0440\u044b<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"http:\/\/selftiming.ru\/new\/2021\/02\/01\/dsp-filter-kernels-preliminary-benchmarking-for-recurrent-data-flow-architecture\/\" \/>\n<meta property=\"og:locale\" content=\"ru_RU\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"DSP Filter Kernels Preliminary Benchmarking for Recurrent Data-flow Architecture - \u041f\u0435\u0440\u0441\u043f\u0435\u043a\u0442\u0438\u0432\u043d\u044b\u0435 \u043f\u0443\u0442\u0438 \u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438 \u0430\u043f\u043f\u0430\u0440\u0430\u0442\u0443\u0440\u044b\" \/>\n<meta property=\"og:description\" content=\"Yury A. Stepchenkov, Dmitry V. Khilko, Yury I. Shikunov, Georgy A. Orlov.&nbsp; DSP Filter Kernels Preliminary Benchmarking for Recurrent Data-flow Architecture \/\/ 2021 IEEE Conference of Russian Young Researchers in Electrical and Electronic Engineering (EIConRus) St. Petersburg, Moscow, Russia, January 26-29, 2021. \u2014 IEEE, P. 2040-2044. DOI: 10.1109\/ElConRus51938.2021.9396594. Indexed in Scopus. 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