{"id":3841,"date":"2015-03-28T23:50:32","date_gmt":"2015-03-28T20:50:32","guid":{"rendered":"https:\/\/hpc-education.unn.ru\/?page_id=3841"},"modified":"2015-03-31T00:25:15","modified_gmt":"2015-03-30T21:25:15","slug":"%d1%81%d0%ba%d1%82-2014","status":"publish","type":"page","link":"https:\/\/hpc-education.unn.ru\/ru\/%d0%be%d0%b1%d1%83%d1%87%d0%b5%d0%bd%d0%b8%d0%b5\/%d0%ba%d1%83%d1%80%d1%81%d1%8b\/%d1%88%d0%ba%d0%be%d0%bb%d1%8b\/%d1%81%d0%ba%d1%82-2014","title":{"rendered":"\u041c\u043e\u043b\u043e\u0434\u0435\u0436\u043d\u0430\u044f \u043d\u0430\u0443\u0447\u043d\u0430\u044f \u0448\u043a\u043e\u043b\u0430 \u00ab\u0421\u0443\u043f\u0435\u0440\u043a\u043e\u043c\u043f\u044c\u044e\u0442\u0435\u0440\u043d\u044b\u0435 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0438 \u0438 \u0432\u044b\u0441\u043e\u043a\u043e\u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0435 \u0432\u044b\u0447\u0438\u0441\u043b\u0435\u043d\u0438\u044f \u0432 \u043e\u0431\u0440\u0430\u0437\u043e\u0432\u0430\u043d\u0438\u0438, \u043d\u0430\u0443\u043a\u0435 \u0438 \u043f\u0440\u043e\u043c\u044b\u0448\u043b\u0435\u043d\u043d\u043e\u0441\u0442\u0438\u00bb, 5 &#8212; 9 \u043d\u043e\u044f\u0431\u0440\u044f 2014 \u0433\u043e\u0434\u0430"},"content":{"rendered":"<h1>\u041c\u0430\u0442\u0435\u0440\u0438\u0430\u043b\u044b \u0448\u043a\u043e\u043b\u044b<\/h1>\n<p><a href=\"#gpu\">\u0421\u0435\u043a\u0446\u0438\u044f &#171;\u041f\u0430\u0440\u0430\u043b\u043b\u0435\u043b\u044c\u043d\u043e\u0435 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u0434\u043b\u044f GPU&#187;<\/a><br \/>\n<a href=\"#parcalc\">\u0421\u0435\u043a\u0446\u0438\u044f &#171;\u041f\u0430\u0440\u0430\u043b\u043b\u0435\u043b\u044c\u043d\u044b\u0435 \u0447\u0438\u0441\u043b\u0435\u043d\u043d\u044b\u0435 \u043c\u0435\u0442\u043e\u0434\u044b&#187;<\/a><br \/>\n<a href=\"#cv\">\u0421\u0435\u043a\u0446\u0438\u044f &#171;\u0412\u044b\u0441\u043e\u043a\u043e\u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0435 \u0432\u044b\u0447\u0438\u0441\u043b\u0435\u043d\u0438\u044f \u0438 \u0430\u043b\u0433\u043e\u0440\u0438\u0442\u043c\u044b \u043a\u043e\u043c\u043f\u044c\u044e\u0442\u0435\u0440\u043d\u043e\u0433\u043e \u0437\u0440\u0435\u043d\u0438\u044f&#187;<\/a><\/p>\n<h2><a id=\"gpu\"><\/a>\u0421\u0435\u043a\u0446\u0438\u044f &#171;\u041f\u0430\u0440\u0430\u043b\u043b\u0435\u043b\u044c\u043d\u043e\u0435 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u0434\u043b\u044f GPU&#187;<\/h2>\n<p>\u041b\u0435\u043a\u0442\u043e\u0440 &#8212; <em>\u0411\u0430\u0441\u0442\u0440\u0430\u043a\u043e\u0432 \u0421.\u0418.<\/em><\/p>\n<table>\n<tbody>\n<tr>\n<td style=\"width: 90px;text-align: left\">\u041b\u0435\u043a\u0446\u0438\u044f 1.<\/td>\n<td><a href=\"\/files\/schools\/hpc-2014\/gpu\/Lecture1_IntroToGPGPU.pdf\">&#171;\u0412\u0432\u0435\u0434\u0435\u043d\u0438\u0435 \u0432 \u0432\u044b\u0447\u0438\u0441\u043b\u0435\u043d\u0438\u044f \u043e\u0431\u0449\u0435\u0433\u043e \u043d\u0430\u0437\u043d\u0430\u0447\u0435\u043d\u0438\u044f \u043d\u0430 GPU&#187;<\/a><\/td>\n<\/tr>\n<tr>\n<td style=\"width: 90px;text-align: left\">\u041b\u0435\u043a\u0446\u0438\u044f 2.<\/td>\n<td><a href=\"\/files\/schools\/hpc-2014\/gpu\/Lecture2_IntroToCUDA.pdf\">&#171;\u0412\u0432\u0435\u0434\u0435\u043d\u0438\u0435 \u0432 CUDA. \u042f\u0437\u044b\u043a CUDA C&#187;<\/a><\/td>\n<\/tr>\n<tr>\n<td style=\"width: 90px;text-align: left\">\u041b\u0435\u043a\u0446\u0438\u044f 3.<\/td>\n<td><a href=\"\/files\/schools\/hpc-2014\/gpu\/Lecture3_ThreadsAndMemory.pdf\">&#171;\u0418\u0441\u043f\u043e\u043b\u043d\u0435\u043d\u0438\u0435 \u043f\u043e\u0442\u043e\u043a\u043e\u0432, \u0438\u0435\u0440\u0430\u0440\u0445\u0438\u044f \u043f\u0430\u043c\u044f\u0442\u0438 CUDA&#187;<\/a><\/td>\n<\/tr>\n<tr>\n<td style=\"width: 90px;text-align: left\">\u041b\u0435\u043a\u0446\u0438\u044f 4.<\/td>\n<td><a href=\"\/files\/schools\/hpc-2014\/gpu\/Lecture4_OptimizationAndLibraries.pdf\">&#171;\u0420\u0435\u043a\u043e\u043c\u0435\u043d\u0434\u0430\u0446\u0438\u0438 \u043f\u043e \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u0438, \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a CUDA&#187;<\/a><\/td>\n<\/tr>\n<tr>\n<td style=\"width: 90px;text-align: left\">\u041f\u0440\u0430\u043a\u0442\u0438\u043a\u0430 1.<\/td>\n<td><a href=\"\/files\/schools\/hpc-2014\/gpu\/Practice1_HelloWorld.zip\">&#171;\u0417\u043d\u0430\u043a\u043e\u043c\u0441\u0442\u0432\u043e \u0441 CUDA&#187;<\/a><\/td>\n<\/tr>\n<tr>\n<td style=\"width: 90px;text-align: left\">\u041f\u0440\u0430\u043a\u0442\u0438\u043a\u0430 2.<\/td>\n<td><a href=\"\/files\/schools\/hpc-2014\/gpu\/Practice2_CUDA_axpy.zip\">&#171;\u0420\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044f axpy&#187;<\/a><\/td>\n<\/tr>\n<tr>\n<td style=\"width: 90px;text-align: left\">\u041f\u0440\u0430\u043a\u0442\u0438\u043a\u0430 3.<\/td>\n<td><a href=\"\/files\/schools\/hpc-2014\/gpu\/Practice3_HeatEquation.zip\">&#171;\u0420\u0435a\u043b\u0438\u0437\u0430\u0446\u0438\u044f \u044f\u0432\u043d\u043e\u0439 \u0440\u0430\u0437\u043d\u043e\u0441\u0442\u043d\u043e\u0439 \u0441\u0445\u0435\u043c\u044b \u0440\u0435\u0448\u0435\u043d\u0438\u044f \u0443\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u044f \u0442\u0435\u043f\u043b\u043e\u043f\u0440\u043e\u0432\u043e\u0434\u043d\u043e\u0441\u0442\u0438&#187;<\/a><\/td>\n<\/tr>\n<tr>\n<td style=\"width: 90px;text-align: left\">\u041f\u0440\u0430\u043a\u0442\u0438\u043a\u0430 4.<\/td>\n<td><a href=\"\/files\/schools\/hpc-2014\/gpu\/Practice4_Integral.zip\">&#171;\u0420\u0435a\u043b\u0438\u0437\u0430\u0446\u0438\u044f \u0432\u044b\u0447\u0438\u0441\u043b\u0435\u043d\u0438\u044f \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u043d\u043e\u0433\u043e \u0438\u043d\u0442\u0435\u0433\u0440\u0430\u043b\u0430 \u043c\u0435\u0442\u043e\u0434\u043e\u043c \u043f\u0440\u044f\u043c\u043e\u0443\u0433\u043e\u043b\u044c\u043d\u0438\u043a\u043e\u0432&#187;<\/a><\/td>\n<\/tr>\n<tr>\n<td style=\"width: 90px;text-align: left\">\u041f\u0440\u0430\u043a\u0442\u0438\u043a\u0430 5.<\/td>\n<td><a href=\"\/files\/schools\/hpc-2014\/gpu\/Practice5_EigenValues.zip\">&#171;\u041d\u0430\u0445\u043e\u0436\u0434\u0435\u043d\u0438\u0435 \u0441\u043e\u0431\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0445 \u0447\u0438\u0441\u0435\u043b \u043c\u0435\u0442\u043e\u0434\u043e\u043c \u0441\u0442\u0435\u043f\u0435\u043d\u0435\u0439&#187;<\/a><\/td>\n<\/tr>\n<tr>\n<td style=\"width: 90px;text-align: left\">\u041f\u0440\u0430\u043a\u0442\u0438\u043a\u0430 6.<\/td>\n<td><a href=\"\/files\/schools\/hpc-2014\/gpu\/Practice6_MinimalResudualMethodCUBLAS.zip\">&#171;\u0420\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044f \u043c\u0435\u0442\u043e\u0434\u0430 \u043c\u0438\u043d\u0438\u043c\u0430\u043b\u044c\u043d\u044b\u0445 \u043d\u0435\u0432\u044f\u0437\u043e\u043a \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e CUBLAS&#187;<\/a><\/td>\n<\/tr>\n<tr>\n<td style=\"width: 90px;text-align: left\">\u041f\u0440\u0430\u043a\u0442\u0438\u043a\u0430 7.<\/td>\n<td><a href=\"\/files\/schools\/hpc-2014\/gpu\/Practice7_ConvolutionCUFFT.zip\">&#171;\u0412\u044b\u0447\u0438\u0441\u043b\u0435\u043d\u0438\u0435 \u0446\u0438\u043a\u043b\u0438\u0447\u0435\u0441\u043a\u043e\u0439 \u0441\u0432\u0435\u0440\u0442\u043a\u0438 \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e CUFFT&#187;<\/a><\/td>\n<\/tr>\n<tr>\n<td style=\"width: 90px;text-align: left\">\u041f\u0440\u0430\u043a\u0442\u0438\u043a\u0430 8.<\/td>\n<td><a href=\"\/files\/schools\/hpc-2014\/gpu\/Practice8_MonteCarloOptionPricing.zip\">&#171;\u0412\u044b\u0447\u0438\u0441\u043b\u0435\u043d\u0438\u0435 \u0441\u043f\u0440\u0430\u0432\u0435\u0434\u043b\u0438\u0432\u043e\u0439 \u0446\u0435\u043d\u044b \u043e\u043f\u0446\u0438\u043e\u043d\u0430 \u0415\u0432\u0440\u043e\u043f\u0435\u0439\u0441\u043a\u043e\u0433\u043e \u0442\u0438\u043f\u0430 \u043c\u0435\u0442\u043e\u0434\u043e\u043c \u041c\u043e\u043d\u0442\u0435-\u041a\u0430\u0440\u043b\u043e&#187;<\/a><\/td>\n<\/tr>\n<tr>\n<td style=\"width: 90px;text-align: left\">\u041f\u0440\u0430\u043a\u0442\u0438\u043a\u0430 9.<\/td>\n<td><a href=\"\/files\/schools\/hpc-2014\/gpu\/Practice9_MatrixMultiplication.zip\">&#171;\u0420\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044f \u0438 \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u044f \u043c\u0430\u0442\u0440\u0438\u0447\u043d\u043e\u0433\u043e \u043f\u0440\u043e\u0438\u0437\u0432\u0435\u0434\u0435\u043d\u0438\u044f&#187;<\/a><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2><a id=\"parcalc\"><\/a>\u0421\u0435\u043a\u0446\u0438\u044f &#171;\u041f\u0430\u0440\u0430\u043b\u043b\u0435\u043b\u044c\u043d\u044b\u0435 \u0447\u0438\u0441\u043b\u0435\u043d\u043d\u044b\u0435 \u043c\u0435\u0442\u043e\u0434\u044b&#187;<\/h2>\n<table>\n<tbody>\n<tr>\n<td style=\"width: 80px\">\u041b\u0435\u043a\u0446\u0438\u044f<\/td>\n<td style=\"width: 120px\"><em>\u0411\u0430\u0440\u043a\u0430\u043b\u043e\u0432 \u041a.\u0410.<\/em><\/td>\n<td><a href=\"http:\/\/www.hpcc.unn.ru\/file.php?id=479\">&#171;\u0427\u0438\u0441\u043b\u0435\u043d\u043d\u044b\u0435 \u043c\u0435\u0442\u043e\u0434\u044b \u0440\u0435\u0448\u0435\u043d\u0438\u044f \u0421\u041b\u0410\u0423&#187;<\/a><br \/>\n(\u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u044b \u043c\u0430\u0442\u0435\u0440\u0438\u0430\u043b\u044b \u043a\u0443\u0440\u0441\u0430 <a href=\"http:\/\/www.hpcc.unn.ru\/?doc=491\">\u041f\u0430\u0440\u0430\u043b\u043b\u0435\u043b\u044c\u043d\u044b\u0435 \u0447\u0438\u0441\u043b\u0435\u043d\u043d\u044b\u0435 \u043c\u0435\u0442\u043e\u0434\u044b<\/a>)<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 80px\">\u041b\u0435\u043a\u0446\u0438\u044f<\/td>\n<td style=\"width: 120px\"><em>\u0411\u0430\u0440\u043a\u0430\u043b\u043e\u0432 \u041a.\u0410.<\/em><\/td>\n<td><a href=\"http:\/\/www.hpcc.unn.ru\/file.php?id=715\">&#171;\u0418\u0442\u0435\u0440\u0430\u0446\u0438\u043e\u043d\u043d\u044b\u0435 \u043c\u0435\u0442\u043e\u0434\u044b \u0440\u0435\u0448\u0435\u043d\u0438\u044f \u0421\u041b\u0410\u0423&#187;<\/a><br \/>\n(\u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u044b \u043c\u0430\u0442\u0435\u0440\u0438\u0430\u043b\u044b \u043a\u0443\u0440\u0441\u0430 <a href=\"http:\/\/www.hpcc.unn.ru\/?doc=491\">\u041f\u0430\u0440\u0430\u043b\u043b\u0435\u043b\u044c\u043d\u044b\u0435 \u0447\u0438\u0441\u043b\u0435\u043d\u043d\u044b\u0435 \u043c\u0435\u0442\u043e\u0434\u044b<\/a>)<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 80px\">\u041f\u0440\u0430\u043a\u0442\u0438\u043a\u0430<\/td>\n<td style=\"width: 120px\"><em>\u0421\u0438\u0434\u043d\u0435\u0432 \u0410.\u0410.<\/em><\/td>\n<td><a href=\"\/files\/schools\/hpc-2014\/parcalc\/Arithmetic.zip\">&#171;\u0423\u043c\u0435\u043d\u044c\u0448\u0435\u043d\u0438\u0435 \u043f\u043e\u0433\u0440\u0435\u0448\u043d\u043e\u0441\u0442\u0438 \u0432\u044b\u0447\u0438\u0441\u043b\u0435\u043d\u0438\u044f \u0441\u0443\u043c\u043c \u0447\u0438\u0441\u0435\u043b \u0441 \u043f\u043b\u0430\u0432\u0430\u044e\u0449\u0435\u0439 \u0437\u0430\u043f\u044f\u0442\u043e\u0439&#187;<\/a><\/td>\n<\/tr>\n<tr>\n<td style=\"width: 80px\">\u041f\u0440\u0430\u043a\u0442\u0438\u043a\u0430<\/td>\n<td style=\"width: 120px\"><em>\u0421\u0438\u0434\u043d\u0435\u0432 \u0410.\u0410.<\/em><\/td>\n<td><a href=\"\/files\/schools\/hpc-2014\/parcalc\/Differential.zip\">&#171;\u0420\u0435\u0448\u0435\u043d\u0438\u0435 \u0421\u041b\u0410\u0423 \u0441 \u0440\u0430\u0437\u0440\u0435\u0436\u0435\u043d\u043d\u043e\u0439 \u043c\u0430\u0442\u0440\u0438\u0446\u0435\u0439 \u0438\u0442\u0435\u0440\u0430\u0446\u0438\u043e\u043d\u043d\u044b\u043c\u0438 \u043c\u0435\u0442\u043e\u0434\u0430\u043c\u0438 \u0432 \u0441\u0442\u0430\u0446\u0438\u043e\u043d\u0430\u0440\u043d\u043e\u0439 \u0437\u0430\u0434\u0430\u0447\u0435 \u0440\u0430\u0441\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u0438\u044f \u0442\u0435\u043f\u043b\u0430&#187;<\/a> (\u043a\u043e\u0434 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u044b)<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2><a id=\"cv\"><\/a>\u0421\u0435\u043a\u0446\u0438\u044f &#171;\u0412\u044b\u0441\u043e\u043a\u043e\u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0435 \u0432\u044b\u0447\u0438\u0441\u043b\u0435\u043d\u0438\u044f \u0438 \u0430\u043b\u0433\u043e\u0440\u0438\u0442\u043c\u044b \u043a\u043e\u043c\u043f\u044c\u044e\u0442\u0435\u0440\u043d\u043e\u0433\u043e \u0437\u0440\u0435\u043d\u0438\u044f&#187;<\/h2>\n<table>\n<tbody>\n<tr>\n<td style=\"width: 80px\">\u041b\u0435\u043a\u0446\u0438\u044f 1<\/td>\n<td style=\"width: 120px\"><em>\u0417\u043e\u043b\u043e\u0442\u044b\u0445 \u041d.\u042e.<\/em><\/td>\n<td><a href=\"\/files\/schools\/hpc-2014\/cv\/Lecture_IntroToMachineLearning.pdf\">&#171;\u0412\u0432\u0435\u0434\u0435\u043d\u0438\u0435 \u0432 \u043c\u0430\u0448\u0438\u043d\u043d\u043e\u0435 \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u0435&#187;<\/a><\/td>\n<\/tr>\n<tr>\n<td style=\"width: 80px\">\u041b\u0435\u043a\u0446\u0438\u044f 2<\/td>\n<td style=\"width: 120px\"><em>\u0414\u0440\u0443\u0436\u043a\u043e\u0432 \u041f.\u041d.<\/em><\/td>\n<td><a href=\"\/files\/schools\/hpc-2014\/cv\/Lecture_ObjectDetection.pdf\">&#171;\u0414\u0435\u0442\u0435\u043a\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u043e\u0431\u044a\u0435\u043a\u0442\u043e\u0432 \u043d\u0430 \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u044f\u0445&#187;<\/a><\/td>\n<\/tr>\n<tr>\n<td style=\"width: 80px\">\u041b\u0435\u043a\u0446\u0438\u044f 3<\/td>\n<td style=\"width: 120px\"><em>\u041f\u043e\u043b\u043e\u0432\u0438\u043d\u043a\u0438\u043d\u00a0\u0410.\u041d.<\/em><\/td>\n<td><a href=\"\/files\/schools\/hpc-2014\/cv\/Lecture_Detectors_Descriptors.pdf\">&#171;\u0414\u0435\u0442\u0435\u043a\u0442\u043e\u0440\u044b \u0438 \u0434\u0435\u0441\u043a\u0440\u0438\u043f\u0442\u043e\u0440\u044b \u043a\u043b\u044e\u0447\u0435\u0432\u044b\u0445 \u0442\u043e\u0447\u0435\u043a. Bag-of-words \u043c\u0435\u0442\u043e\u0434\u044b \u043a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0438 \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u0439&#187;<\/a><\/td>\n<\/tr>\n<tr>\n<td style=\"width: 80px\">\u041f\u0440\u0430\u043a\u0442\u0438\u043a\u0430 1<\/td>\n<td style=\"width: 120px\"><em>\u0414\u0440\u0443\u0436\u043a\u043e\u0432 \u041f.\u041d.,<br \/>\n\u041a\u0443\u0441\u0442\u0438\u043a\u043e\u0432\u0430 \u0412.\u0414.<\/em><\/td>\n<td><a href=\"\/files\/schools\/hpc-2014\/cv\/Practice_MachineLearningInOpenCV.zip\">&#171;\u041c\u0430\u0448\u0438\u043d\u043d\u043e\u0435 \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u0435 \u0432 \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0435 OpenCV&#187;<\/a><\/td>\n<\/tr>\n<tr>\n<td style=\"width: 80px\">\u041f\u0440\u0430\u043a\u0442\u0438\u043a\u0430 2<\/td>\n<td style=\"width: 120px\"><em>\u0414\u0440\u0443\u0436\u043a\u043e\u0432 \u041f.\u041d.,<br \/>\n\u041f\u043e\u043b\u043e\u0432\u0438\u043d\u043a\u0438\u043d \u0410.\u041d.<\/em><\/td>\n<td><a href=\"\/files\/schools\/hpc-2014\/cv\/Practice_ObjectDetectionInOpenCV.zip\">&#171;\u0414\u0435\u0442\u0435\u043a\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u043e\u0431\u044a\u0435\u043a\u0442\u043e\u0432 \u043d\u0430 \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u044f\u0445 \u0432 \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0435 OpenCV&#187;<\/a><\/td>\n<\/tr>\n<tr>\n<td style=\"width: 80px\">\u041f\u0440\u0430\u043a\u0442\u0438\u043a\u0430 3<\/td>\n<td style=\"width: 120px\"><em>\u041f\u043e\u043b\u043e\u0432\u0438\u043d\u043a\u0438\u043d\u00a0\u0410.\u041d.<\/em><\/td>\n<td><a href=\"\/files\/schools\/hpc-2014\/cv\/Lab_BowImageClassification.zip\">&#171;Bag-of-words \u043c\u0435\u0442\u043e\u0434\u044b \u043a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0438 \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u0439&#187;<\/a><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n","protected":false},"excerpt":{"rendered":"<p>\u041c\u0430\u0442\u0435\u0440\u0438\u0430\u043b\u044b \u0448\u043a\u043e\u043b\u044b \u0421\u0435\u043a\u0446\u0438\u044f &#171;\u041f\u0430\u0440\u0430\u043b\u043b\u0435\u043b\u044c\u043d\u043e\u0435 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u0434\u043b\u044f GPU&#187; \u0421\u0435\u043a\u0446\u0438\u044f &#171;\u041f\u0430\u0440\u0430\u043b\u043b\u0435\u043b\u044c\u043d\u044b\u0435 \u0447\u0438\u0441\u043b\u0435\u043d\u043d\u044b\u0435 \u043c\u0435\u0442\u043e\u0434\u044b&#187; \u0421\u0435\u043a\u0446\u0438\u044f &#171;\u0412\u044b\u0441\u043e\u043a\u043e\u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0435 \u0432\u044b\u0447\u0438\u0441\u043b\u0435\u043d\u0438\u044f \u0438 \u0430\u043b\u0433\u043e\u0440\u0438\u0442\u043c\u044b \u043a\u043e\u043c\u043f\u044c\u044e\u0442\u0435\u0440\u043d\u043e\u0433\u043e \u0437\u0440\u0435\u043d\u0438\u044f&#187; \u0421\u0435\u043a\u0446\u0438\u044f &#171;\u041f\u0430\u0440\u0430\u043b\u043b\u0435\u043b\u044c\u043d\u043e\u0435 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u0434\u043b\u044f GPU&#187; \u041b\u0435\u043a\u0442\u043e\u0440 &#8212; \u0411\u0430\u0441\u0442\u0440\u0430\u043a\u043e\u0432 \u0421.\u0418. \u041b\u0435\u043a\u0446\u0438\u044f 1. &#171;\u0412\u0432\u0435\u0434\u0435\u043d\u0438\u0435 \u0432 \u0432\u044b\u0447\u0438\u0441\u043b\u0435\u043d\u0438\u044f \u043e\u0431\u0449\u0435\u0433\u043e \u043d\u0430\u0437\u043d\u0430\u0447\u0435\u043d\u0438\u044f \u043d\u0430 GPU&#187; \u041b\u0435\u043a\u0446\u0438\u044f 2. &#171;\u0412\u0432\u0435\u0434\u0435\u043d\u0438\u0435 \u0432 &hellip; <a href=\"https:\/\/hpc-education.unn.ru\/ru\/%d0%be%d0%b1%d1%83%d1%87%d0%b5%d0%bd%d0%b8%d0%b5\/%d0%ba%d1%83%d1%80%d1%81%d1%8b\/%d1%88%d0%ba%d0%be%d0%bb%d1%8b\/%d1%81%d0%ba%d1%82-2014\">\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435 <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":40,"featured_media":0,"parent":3301,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"ngg_post_thumbnail":0},"_links":{"self":[{"href":"https:\/\/hpc-education.unn.ru\/ru\/wp-json\/wp\/v2\/pages\/3841"}],"collection":[{"href":"https:\/\/hpc-education.unn.ru\/ru\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/hpc-education.unn.ru\/ru\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/hpc-education.unn.ru\/ru\/wp-json\/wp\/v2\/users\/40"}],"replies":[{"embeddable":true,"href":"https:\/\/hpc-education.unn.ru\/ru\/wp-json\/wp\/v2\/comments?post=3841"}],"version-history":[{"count":5,"href":"https:\/\/hpc-education.unn.ru\/ru\/wp-json\/wp\/v2\/pages\/3841\/revisions"}],"predecessor-version":[{"id":3869,"href":"https:\/\/hpc-education.unn.ru\/ru\/wp-json\/wp\/v2\/pages\/3841\/revisions\/3869"}],"up":[{"embeddable":true,"href":"https:\/\/hpc-education.unn.ru\/ru\/wp-json\/wp\/v2\/pages\/3301"}],"wp:attachment":[{"href":"https:\/\/hpc-education.unn.ru\/ru\/wp-json\/wp\/v2\/media?parent=3841"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}