{"id":15518,"date":"2023-06-07T15:42:37","date_gmt":"2023-06-07T06:42:37","guid":{"rendered":"https:\/\/www.mrcl.dendai.ac.jp\/mrcl\/?page_id=15518"},"modified":"2025-07-05T21:25:54","modified_gmt":"2025-07-05T12:25:54","slug":"matlab-parallel-computing","status":"publish","type":"page","link":"https:\/\/www.mrcl.dendai.ac.jp\/mrcl\/it-service\/software\/matlab\/matlab-parallel-computing\/","title":{"rendered":"MATLAB Parallel Server \/ Parallel Computing Toolbox"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">\u4e26\u5217\u8a08\u7b97\u306e\u5b9f\u884c\u74b0\u5883\u306b\u3064\u3044\u3066<\/h2>\n\n\n\n<p>MATLAB\u306f\u3001Parallel Computing Toolbox\u3092\u30a2\u30c9\u30aa\u30f3\u306b\u8ffd\u52a0\u3059\u308b\u3053\u3068\u3067\u3001\u30de\u30eb\u30c1\u30b3\u30a2\u30d7\u30ed\u30bb\u30c3\u30b5\u3001GPU\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30af\u30e9\u30b9\u30bf\u3092\u4f7f\u7528\u3057\u3066\u8a08\u7b97\u91cf\u306e\u591a\u3044\u554f\u984c\u3092\u89e3\u304f\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u500b\u4eba\u6240\u6709PC\u3067\u306f\u3001Parallel Computing Toolbox\u306e\u6a19\u6e96\u8a2d\u5b9a\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u3067\u4e26\u5217\u8a08\u7b97\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u7dcf\u5408\u30e1\u30c7\u30a3\u30a2\u30bb\u30f3\u30bf\u30fc\u3067\u306f\u3001Parallel Computing Toolbox\u306e\u7d39\u4ecb\u3068MATLAB Parallel Server\u30b5\u30fc\u30d3\u30b9\u306b\u3064\u3044\u3066\u3054\u6848\u5185\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Parallel Computing Toolbox<\/h2>\n\n\n\n<p>Parallel Computing Toolbox\u306f\u3001MATLAB\u306e\u30a2\u30c9\u30aa\u30f3\u304b\u3089\u300c\u30a2\u30c9\u30aa\u30f3\u306e\u5165\u624b\u300d\u3092\u958b\u304d\u8ffd\u52a0\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Parallel Computing Toolbox\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h3>\n\n\n\n<ol class=\"wp-block-list is-style-vk-default\">\n<li>\u30ea\u30dc\u30f3\u306e\u300c\u30db\u30fc\u30e0\u300d\u304b\u3089\u300c\u74b0\u5883\u300d\u306e\u300c\u30a2\u30c9\u30aa\u30f3\u300d\u3092\u30af\u30ea\u30c3\u30af\u3057\u3001\u300c\u30a2\u30c9\u30aa\u30f3\u306e\u5165\u624b\u300d\u3092\u958b\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u300c\u30a2\u30c9\u30aa\u30f3 \u30a8\u30af\u30b9\u30d7\u30ed\u30fc\u30e9\u30fc\u300d\u304c\u958b\u304d\u307e\u3059\u306e\u3067\u691c\u7d22\u30dc\u30c3\u30af\u30b9\u306b\u300cParallel\u300d\u3068\u5165\u529b\u3057\u3066\u691c\u7d22\u3057\u307e\u3059\u3002\u691c\u7d22\u7d50\u679c\u304b\u3089\u300cParallel Computing Toolbox\u300d\u3092\u9078\u629e\u3057\u3066\u958b\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u65e2\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u6e08\u307f\u306e\u5834\u5408\u306f\u300c\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u6e08\u307f\u300d\u3068\u8868\u793a\u3055\u308c\u307e\u3059\u3002\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u3066\u3044\u306a\u3044\u5834\u5408\u306f\u300c\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u300d\u3092\u30af\u30ea\u30c3\u30af\u3057\u3001\u6307\u793a\u306b\u5f93\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u5b8c\u4e86\u3059\u308b\u3068\u300c\u30a2\u30c9\u30aa\u30f3 \u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u300d\u306b\u300cParallel Computing Toolbox\u300d\u304c\u8ffd\u52a0\u3055\u308c\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/li>\n\n\n\n<li>MATLAB\u306b\u623b\u308a\u3001\u30ea\u30dc\u30f3\u306e\u300c\u30db\u30fc\u30e0\u300d\u304b\u3089\u300c\u74b0\u5883\u300d\u3092\u898b\u308b\u3068\u300c\u4e26\u5217\u300d\u306e\u30a2\u30a4\u30b3\u30f3\u304c\u8ffd\u52a0\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\">\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u3067\u306e\u4e26\u5217\u8a08\u7b97\u30c6\u30b9\u30c8<\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u300c\u4e26\u5217\u300d\u3092\u30af\u30ea\u30c3\u30af\u3057\u300c\u30af\u30e9\u30b9\u30bf\u30fc\u306e\u4f5c\u6210\u3068\u7ba1\u7406\u2026\u300d\u3092\u958b\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30af\u30e9\u30b9\u30bf\u30fc\u30d7\u30ed\u30d5\u30a1\u30a4\u30eb\u306b\u300cProcesses\uff08\u898f\u5b9a\u306e\u8a2d\u5b9a\uff09\u300d\u304c\u3042\u308a\u307e\u3059\u306e\u3067\u3001\u305d\u308c\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002\u753b\u9762\u53f3\u306b\u300cProcesses\u300d\u306e\u30d7\u30ed\u30d1\u30c6\u30a3\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u300c\u691c\u8a3c\u300d\u30bf\u30d6\u3092\u30af\u30ea\u30c3\u30af\u3057\u3001\u753b\u9762\u53f3\u4e0b\u306e\u300c\u691c\u8a3c(V)\u300d\u3092\u30af\u30ea\u30c3\u30af\u3059\u308b\u3068\u30c6\u30b9\u30c8\u304c\u884c\u308f\u308c\u307e\u3059\u3002\u30b9\u30c6\u30fc\u30bf\u30b9\u304c\u3059\u3079\u3066\u300c\u30d1\u30b9\u300d\u3068\u306a\u308c\u3070\u6b63\u5e38\u3067\u3059\u3002Parallex Computing Toolbox\u306e\u6a5f\u80fd\u3092\u4f7f\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e26\u5217\u8a08\u7b97\u306b\u3064\u3044\u3066<\/h3>\n\n\n\n<p>MathWorks\u306e\u30d8\u30eb\u30d7\u30bb\u30f3\u30bf\u30fc\u304b\u3089<a href=\"https:\/\/jp.mathworks.com\/help\/parallel-computing\/index.html\" target=\"_blank\" rel=\"noopener\" title=\"\">\u300cParallel Computing Toolbox\u300d<\/a>\u3092\u3054\u78ba\u8a8d\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p><a href=\"https:\/\/jp.mathworks.com\/help\/parallel-computing\/getting-started-with-parallel-computing-toolbox.html\" target=\"_blank\" rel=\"noopener\" title=\"\">\u300cParallel Computing Toolbox\u5165\u9580\u300d<\/a>\u3092\u8aad\u307f\u3001\u30b5\u30f3\u30d7\u30eb\u3092\u5b9f\u884c\u3057\u306a\u304c\u3089\u5b66\u7fd2\u3059\u308b\u3053\u3068\u3092\u304a\u52e7\u3081\u3044\u305f\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">GPU\u3092\u7528\u3044\u305f\u8a08\u7b97<\/h2>\n\n\n\n<p>MATLAB\u95a2\u6570\u3092GPU\u3067\u5b9f\u884c\u3057\u3066\u9ad8\u901f\u5316\u304c\u3067\u304d\u307e\u3059\u3002GPU\u8a08\u7b97\u306b\u306fParallel Computing Toolbox\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p>NVIDIA CUDA\u5bfe\u5fdcGPU\u306b\u304a\u3044\u3066\u5229\u7528\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u21d2 <a href=\"https:\/\/jp.mathworks.com\/solutions\/gpu-computing.html\" target=\"_blank\" rel=\"noopener\" title=\"\">NVIDIA CUDA\u5bfe\u5fdcGPU\u306b\u5bfe\u3059\u308bMATLAB GPU \u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u306e\u30b5\u30dd\u30fc\u30c8<\/a><\/p>\n\n\n\n<p>\u6240\u6709\u306ePC\u306b\u304a\u3044\u3066GPU\u30c7\u30d0\u30a4\u30b9\u304c\u5229\u7528\u53ef\u80fd\u3067\u3042\u308b\u304b\u3069\u3046\u304b\u306b\u3064\u3044\u3066\u306f\u3001MathWorks\u306e\u30d8\u30eb\u30d7\u30bb\u30f3\u30bf\u30fc\u3092\u3054\u78ba\u8a8d\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p>\u21d2 <a href=\"https:\/\/jp.mathworks.com\/help\/parallel-computing\/identify-and-select-a-gpu-device.html\" target=\"_blank\" rel=\"noopener\" title=\"\">GPU \u30c7\u30d0\u30a4\u30b9\u306e\u8b58\u5225\u3068\u9078\u629e<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">MATLAB Parallel Server\u3092\u7528\u3044\u305f\u8a08\u7b97<\/h2>\n\n\n\n<p>MATLAB Parallel Server\u3092\u4f7f\u3046\u305f\u3081\u306b\u306f\u3001Parallel Computing Toolbox\u304c\u5fc5\u8981\u3067\u3059\u3002\u4e26\u5217\u8a08\u7b97\u306f\u3001\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u3067\u306e\u5229\u7528\u3068\u5909\u308f\u308a\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u7dcf\u5408\u30e1\u30c7\u30a3\u30a2\u30bb\u30f3\u30bf\u30fc\u3067\u306f\u3001MATLAB Parallel Server\u3092\u5229\u7528\u3067\u304d\u308b\u30b5\u30fc\u30d3\u30b9\u3092\u7528\u610f\u3057\u3066\u3044\u307e\u3059\u3002\u5927\u898f\u6a21\u8a08\u7b97\u306b\u5bfe\u5fdc\u3067\u304d\u308b\u307b\u3069\u3067\u306f\u306a\u3044\u306e\u3067\u3001\u4e26\u5217\u8a08\u7b97\u3092\u4f53\u9a13\u3059\u308b\u305f\u3081\u306b\u3054\u5229\u7528\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001\u30b5\u30fc\u30d3\u30b9\u306e\u5229\u7528\u8005\u304c\u591a\u304f\u3044\u308b\u5834\u5408\u306f\u4e26\u5217\u30b8\u30e7\u30d6\u304c\u5b9f\u884c\u3055\u308c\u308b\u307e\u3067\u306b\u5f85\u305f\u3055\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u3054\u4e86\u627f\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p>\u3054\u81ea\u8eab\u3067MATLAB Parallel Server\u3092\u69cb\u7bc9\u3059\u308b\u5834\u5408\u306f\u3001MathWorks\u30a2\u30ab\u30a6\u30f3\u30c8\u306b\u5bfe\u3059\u308b\u30e9\u30a4\u30bb\u30f3\u30b9\u306e\u8a2d\u5b9a\u304c\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u3002<a href=\"https:\/\/www.mrcl.dendai.ac.jp\/mrcl\/it-service\/software\/matlab\/#i-8\" title=\"\">\u5225\u9014\u7533\u8acb<\/a>\u3092\u304a\u9858\u3044\u3044\u305f\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u5229\u7528\u65b9\u6cd5<\/h2>\n\n\n\n<p>\u7dcf\u5408\u30e1\u30c7\u30a3\u30a2\u30bb\u30f3\u30bf\u30fc\u304c\u7528\u610f\u3057\u305fMATLAB Parallel Server\u306e\u5229\u7528\u306b\u306f\u3001\u7533\u8acb\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u4ee5\u4e0b\u306e\u30dc\u30bf\u30f3\u304b\u3089\u5fc5\u8981\u4e8b\u9805\u3092\u5165\u529b\u3057\u3066\u7533\u8acb\u3092\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u7533\u8acb\u5f8c\u306bParallel Server\u5229\u7528\u306e\u305f\u3081\u306e\u8a2d\u5b9a\u65b9\u6cd5\u3092\u304a\u77e5\u3089\u305b\u3044\u305f\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-vk-blocks-button vk_button vk_button-color-custom vk_button-align-left\"><a href=\"https:\/\/www.mrcl.dendai.ac.jp\/form\/matlab_parallel_server\" class=\"vk_button_link btn has-background has-vk-color-primary-background-color btn-md\" role=\"button\" aria-pressed=\"true\" target=\"_blank\" rel=\"noopener\"><div class=\"vk_button_link_caption\"><span class=\"vk_button_link_txt\">MATLAB Parallel Server\u30b5\u30fc\u30d3\u30b9\u5229\u7528\u7533\u8acb<\/span><\/div><\/a><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">MATLAB Parallel Server\u306e\u8a73\u7d30\u306b\u3064\u3044\u3066<\/h2>\n\n\n\n<p>\u5229\u7528\u53ef\u80fd\u306a\u30ef\u30fc\u30ab\u30fc\u6570\uff1d\u8ad6\u7406\u30d7\u30ed\u30bb\u30c3\u30b5\u6570\uff1a48\uff08\u4e00\u53f0\u3042\u305f\u308a8\u00d72=16\uff09<\/p>\n\n\n\n<p>\u30ef\u30fc\u30ab\u30fc\u3042\u305f\u308a\u306e\u8a08\u7b97\u30b9\u30ec\u30c3\u30c9\uff1a1<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td>MATLAB\u30d0\u30fc\u30b8\u30e7\u30f3<\/td><td>R2025a \uff08\u3053\u308c\u4ee5\u5916\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u3067\u306f\u5229\u7528\u3067\u304d\u307e\u305b\u3093\uff09<\/td><\/tr><tr><td>\u30de\u30b7\u30f3\u6570<\/td><td>3\u53f0<\/td><\/tr><tr><td>\u30b7\u30b9\u30c6\u30e0\u30fbOS<\/td><td>Intel x64\u30fbMicrosoft Windows Server 2019 Standard<\/td><\/tr><tr><td>CPU<\/td><td>Intel Xeon E-2278G 3.4GHz<\/td><\/tr><tr><td>\u30b3\u30a2\u6570<\/td><td>8<\/td><\/tr><tr><td>\u8ad6\u7406\u30d7\u30ed\u30bb\u30c3\u30b5<\/td><td>16<\/td><\/tr><tr><td>\u7269\u7406\u30e1\u30e2\u30ea<\/td><td>32GB<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u53c2\u8003\u60c5\u5831<\/h2>\n\n\n\n<ul class=\"wp-block-list is-style-vk-arrow-mark\">\n<li><a href=\"https:\/\/jp.mathworks.com\/videos\/techniques-for-speeding-up-matlab-calculations-for-ai-you-must-remember-1638285438827.html\" target=\"_blank\" rel=\"noopener\" title=\"\">Web\u30bb\u30df\u30ca\u30fc \u3053\u308c\u3060\u3051\u306f\u899a\u3048\u3066\u304a\u304d\u305f\u3044\uff01AI\u6d3b\u7528\u306e\u305f\u3081\u306eMATLAB\u8a08\u7b97\u9ad8\u901f\u5316\u30c6\u30af\u30cb\u30c3\u30af<\/a><\/li>\n<\/ul>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4e26\u5217\u8a08\u7b97\u306e\u5b9f\u884c\u74b0\u5883\u306b\u3064\u3044\u3066 MATLAB\u306f\u3001Parallel Computing Toolbox\u3092\u30a2\u30c9\u30aa\u30f3\u306b\u8ffd\u52a0\u3059\u308b\u3053\u3068\u3067\u3001\u30de\u30eb\u30c1\u30b3\u30a2\u30d7\u30ed\u30bb\u30c3\u30b5\u3001GPU\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30af\u30e9\u30b9\u30bf\u3092\u4f7f\u7528\u3057\u3066\u8a08\u7b97\u91cf\u306e\u591a\u3044\u554f\u984c\u3092\u89e3\u304f\u3053\u3068\u304c\u3067\u304d\u307e\u3059 [&hellip;]<\/p>\n","protected":false},"author":1822,"featured_media":0,"parent":1708,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-15518","page","type-page","status-publish","hentry"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/www.mrcl.dendai.ac.jp\/mrcl\/wp-json\/wp\/v2\/pages\/15518","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.mrcl.dendai.ac.jp\/mrcl\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.mrcl.dendai.ac.jp\/mrcl\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.mrcl.dendai.ac.jp\/mrcl\/wp-json\/wp\/v2\/users\/1822"}],"replies":[{"embeddable":true,"href":"https:\/\/www.mrcl.dendai.ac.jp\/mrcl\/wp-json\/wp\/v2\/comments?post=15518"}],"version-history":[{"count":16,"href":"https:\/\/www.mrcl.dendai.ac.jp\/mrcl\/wp-json\/wp\/v2\/pages\/15518\/revisions"}],"predecessor-version":[{"id":22741,"href":"https:\/\/www.mrcl.dendai.ac.jp\/mrcl\/wp-json\/wp\/v2\/pages\/15518\/revisions\/22741"}],"up":[{"embeddable":true,"href":"https:\/\/www.mrcl.dendai.ac.jp\/mrcl\/wp-json\/wp\/v2\/pages\/1708"}],"wp:attachment":[{"href":"https:\/\/www.mrcl.dendai.ac.jp\/mrcl\/wp-json\/wp\/v2\/media?parent=15518"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}