![\"org\"](\"http:\/\/www.nickdu.com\/wp-content\/uploads\/2015\/03\/org.jpg\")
<\/a><\/p>\nNow, I change the way of rendering, and let all lines parallel decode to fully take advantage of modern multi-core CPU.<\/p>\n
<\/p>\n Visual Studio natively supports OpenMP<\/a>, it gives me a easy way to access this powerful tool.<\/p>\n After some simple code update, surprisingly, I found that my frame decoding performance boosts 950% (almost 10 times faster), from 8 FPS to 76 FPS!<\/p>\n <\/p>\n Let’s do simple test with the following code:<\/p>\n Look at the huge difference!<\/p>\n These two weeks, I am working on our product UI side to improve the performance of animation rendering. Previously, there is only one single thread to decode the animation line by line, and it takes around 50ms for the whole frame. Now, I change the way of rendering, and let all lines parallel decode to … Continue reading “Feel the power of parallel computing (OpenMP)”<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[12,2],"tags":[],"class_list":["post-401","post","type-post","status-publish","format-standard","hentry","category-cc","category-it"],"_links":{"self":[{"href":"https:\/\/nickdu.com\/index.php?rest_route=\/wp\/v2\/posts\/401","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/nickdu.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/nickdu.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/nickdu.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/nickdu.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=401"}],"version-history":[{"count":0,"href":"https:\/\/nickdu.com\/index.php?rest_route=\/wp\/v2\/posts\/401\/revisions"}],"wp:attachment":[{"href":"https:\/\/nickdu.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=401"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/nickdu.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=401"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/nickdu.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=401"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}<\/a><\/p>\nTo set this compiler option in the Visual Studio development environment<\/h3>\n
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#define TEST_LENGTH 0x3fffffff\n\ndouble mptest()\n{\n LARGE_INTEGER large_interger;\n double dff;\n __int64 c1, c2;\n QueryPerformanceFrequency(&large_interger);\n dff = large_interger.QuadPart;\n \/\/\n unsigned char *test = new unsigned char[TEST_LENGTH];\n QueryPerformanceCounter(&large_interger);\n c1 = large_interger.QuadPart;\n #pragma omp parallel for\n for (int i = 0; i<TEST_LENGTH; i++)\n {\n test[i] = rand();\n }\n QueryPerformanceCounter(&large_interger);\n c2 = large_interger.QuadPart;\n delete test;\n return (c2 - c1) * 1000.0f \/ dff;\n}\n\ndouble test()\n{\n LARGE_INTEGER large_interger;\n double dff;\n __int64 c1, c2;\n QueryPerformanceFrequency(&large_interger);\n dff = large_interger.QuadPart;\n \/\/\n unsigned char *test = new unsigned char[TEST_LENGTH];\n QueryPerformanceCounter(&large_interger);\n c1 = large_interger.QuadPart;\n for (int i = 0; i<TEST_LENGTH; i++)\n {\n test[i] = rand();\n }\n QueryPerformanceCounter(&large_interger);\n c2 = large_interger.QuadPart;\n delete test;\n return (c2 - c1) * 1000.0f \/ dff;\n}\n\nint _tmain(int argc, _TCHAR* argv[])\n{\n printf(\"Random generation cost with MP %lfmsn\", mptest());\n printf(\"Random generation cost without MP %lfmsn\", test());\n _getch();\n return 0;\n}\n<\/pre>\n<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"